id	sid	tid	token	lemma	pos
ctmj-180	1	1	artificial	artificial	ADJ
ctmj-180	1	2	intelligence	intelligence	NOUN
ctmj-180	1	3	in	in	ADP
ctmj-180	1	4	endoscopic	endoscopic	ADJ
ctmj-180	1	5	diagnosis	diagnosis	NOUN
ctmj-180	1	6	of	of	ADP
ctmj-180	1	7	esophageal	esophageal	ADJ
ctmj-180	1	8	squamous	squamous	ADJ
ctmj-180	1	9	cell	cell	NOUN
ctmj-180	1	10	carcinoma	carcinoma	NOUN
ctmj-180	1	11	and	and	CCONJ
ctmj-180	1	12	precancerous	precancerous	ADJ
ctmj-180	1	13	lesions	lesion	NOUN
ctmj-180	1	14	ctmj	ctmj	NOUN
ctmj-180	1	15	|	|	ADV
ctmj-180	1	16	traditionalmedicinejournals.com	traditionalmedicinejournals.com	X
ctmj-180	1	17	chinese	chinese	ADJ
ctmj-180	1	18	traditional	traditional	ADJ
ctmj-180	1	19	medicine	medicine	NOUN
ctmj-180	1	20	journal	journal	NOUN
ctmj-180	1	21	|	|	ADV
ctmj-180	1	22	2025	2025	NUM
ctmj-180	1	23	|	|	ADV
ctmj-180	1	24	vol	vol	NOUN
ctmj-180	1	25	8	8	NUM
ctmj-180	1	26	|issue	|issue	NOUN
ctmj-180	1	27	3	3	NUM
ctmj-180	1	28	34	34	NUM
ctmj-180	1	29	abstract	abstract	NOUN
ctmj-180	1	30	:	:	PUNCT
ctmj-180	1	31	improving	improve	VERB
ctmj-180	1	32	patient	patient	ADJ
ctmj-180	1	33	outcomes	outcome	NOUN
ctmj-180	1	34	requires	require	VERB
ctmj-180	1	35	early	early	ADJ
ctmj-180	1	36	identification	identification	NOUN
ctmj-180	1	37	,	,	PUNCT
ctmj-180	1	38	rapid	rapid	ADJ
ctmj-180	1	39	diagnosis	diagnosis	NOUN
ctmj-180	1	40	,	,	PUNCT
ctmj-180	1	41	and	and	CCONJ
ctmj-180	1	42	fast	fast	ADJ
ctmj-180	1	43	treatment	treatment	NOUN
ctmj-180	1	44	of	of	ADP
ctmj-180	1	45	esophageal	esophageal	ADJ
ctmj-180	1	46	squamous	squamous	ADJ
ctmj-180	1	47	cell	cell	NOUN
ctmj-180	1	48	carcinoma	carcinoma	NOUN
ctmj-180	1	49	(	(	PUNCT
ctmj-180	1	50	escc	escc	NOUN
ctmj-180	1	51	)	)	PUNCT
ctmj-180	1	52	,	,	PUNCT
ctmj-180	1	53	a	a	DET
ctmj-180	1	54	major	major	ADJ
ctmj-180	1	55	worldwide	worldwide	ADJ
ctmj-180	1	56	health	health	NOUN
ctmj-180	1	57	concern	concern	NOUN
ctmj-180	1	58	.	.	PUNCT
ctmj-180	2	1	when	when	SCONJ
ctmj-180	2	2	it	it	PRON
ctmj-180	2	3	comes	come	VERB
ctmj-180	2	4	to	to	ADP
ctmj-180	2	5	this	this	PRON
ctmj-180	2	6	,	,	PUNCT
ctmj-180	2	7	endoscopic	endoscopic	ADJ
ctmj-180	2	8	inspection	inspection	NOUN
ctmj-180	2	9	is	be	AUX
ctmj-180	2	10	crucial	crucial	ADJ
ctmj-180	2	11	.	.	PUNCT
ctmj-180	3	1	there	there	PRON
ctmj-180	3	2	are	be	VERB
ctmj-180	3	3	a	a	DET
ctmj-180	3	4	number	number	NOUN
ctmj-180	3	5	of	of	ADP
ctmj-180	3	6	endoscopic	endoscopic	ADJ
ctmj-180	3	7	procedures	procedure	NOUN
ctmj-180	3	8	available	available	ADJ
ctmj-180	3	9	,	,	PUNCT
ctmj-180	3	10	but	but	CCONJ
ctmj-180	3	11	all	all	PRON
ctmj-180	3	12	have	have	VERB
ctmj-180	3	13	limitations	limitation	NOUN
ctmj-180	3	14	that	that	PRON
ctmj-180	3	15	may	may	AUX
ctmj-180	3	16	lead	lead	VERB
ctmj-180	3	17	to	to	ADP
ctmj-180	3	18	overlooked	overlook	VERB
ctmj-180	3	19	or	or	CCONJ
ctmj-180	3	20	misdiagnosed	misdiagnose	VERB
ctmj-180	3	21	esccs	esccs	NOUN
ctmj-180	3	22	.	.	PUNCT
ctmj-180	4	1	the	the	DET
ctmj-180	4	2	use	use	NOUN
ctmj-180	4	3	of	of	ADP
ctmj-180	4	4	artificial	artificial	ADJ
ctmj-180	4	5	intelligence	intelligence	NOUN
ctmj-180	4	6	(	(	PUNCT
ctmj-180	4	7	ai	ai	NOUN
ctmj-180	4	8	)	)	PUNCT
ctmj-180	4	9	in	in	ADP
ctmj-180	4	10	endoscopic	endoscopic	ADJ
ctmj-180	4	11	diagnostics	diagnostic	NOUN
ctmj-180	4	12	is	be	AUX
ctmj-180	4	13	currently	currently	ADV
ctmj-180	4	14	enhancing	enhance	VERB
ctmj-180	4	15	the	the	DET
ctmj-180	4	16	accuracy	accuracy	NOUN
ctmj-180	4	17	of	of	ADP
ctmj-180	4	18	detecting	detect	VERB
ctmj-180	4	19	escc	escc	ADJ
ctmj-180	4	20	and	and	CCONJ
ctmj-180	4	21	precancerous	precancerous	ADJ
ctmj-180	4	22	lesions	lesion	NOUN
ctmj-180	4	23	,	,	PUNCT
ctmj-180	4	24	therefore	therefore	ADV
ctmj-180	4	25	overcoming	overcome	VERB
ctmj-180	4	26	these	these	DET
ctmj-180	4	27	constraints	constraint	NOUN
ctmj-180	4	28	.	.	PUNCT
ctmj-180	5	1	we	we	PRON
ctmj-180	5	2	survey	survey	VERB
ctmj-180	5	3	the	the	DET
ctmj-180	5	4	present	present	ADJ
ctmj-180	5	5	status	status	NOUN
ctmj-180	5	6	of	of	ADP
ctmj-180	5	7	artificial	artificial	ADJ
ctmj-180	5	8	intelligence	intelligence	NOUN
ctmj-180	5	9	(	(	PUNCT
ctmj-180	5	10	ai	ai	NOUN
ctmj-180	5	11	)	)	PUNCT
ctmj-180	5	12	applications	application	NOUN
ctmj-180	5	13	for	for	ADP
ctmj-180	5	14	endoscopic	endoscopic	ADJ
ctmj-180	5	15	detection	detection	NOUN
ctmj-180	5	16	of	of	ADP
ctmj-180	5	17	endometrial	endometrial	ADJ
ctmj-180	5	18	squamous	squamous	ADJ
ctmj-180	5	19	cell	cell	NOUN
ctmj-180	5	20	carcinoma	carcinoma	NOUN
ctmj-180	5	21	(	(	PUNCT
ctmj-180	5	22	escc	escc	ADJ
ctmj-180	5	23	)	)	PUNCT
ctmj-180	5	24	and	and	CCONJ
ctmj-180	5	25	precancerous	precancerous	ADJ
ctmj-180	5	26	lesions	lesion	NOUN
ctmj-180	5	27	in	in	ADP
ctmj-180	5	28	this	this	DET
ctmj-180	5	29	review	review	NOUN
ctmj-180	5	30	,	,	PUNCT
ctmj-180	5	31	including	include	VERB
ctmj-180	5	32	topics	topic	NOUN
ctmj-180	5	33	such	such	ADJ
ctmj-180	5	34	as	as	ADP
ctmj-180	5	35	microvascular	microvascular	ADJ
ctmj-180	5	36	subtype	subtype	NOUN
ctmj-180	5	37	categorization	categorization	NOUN
ctmj-180	5	38	,	,	PUNCT
ctmj-180	5	39	invasion	invasion	NOUN
ctmj-180	5	40	depth	depth	NOUN
ctmj-180	5	41	estimate	estimate	NOUN
ctmj-180	5	42	,	,	PUNCT
ctmj-180	5	43	lesion	lesion	NOUN
ctmj-180	5	44	characterisation	characterisation	NOUN
ctmj-180	5	45	,	,	PUNCT
ctmj-180	5	46	and	and	CCONJ
ctmj-180	5	47	margin	margin	NOUN
ctmj-180	5	48	delineation	delineation	NOUN
ctmj-180	5	49	.	.	PUNCT
ctmj-180	6	1	in	in	ADP
ctmj-180	6	2	addition	addition	NOUN
ctmj-180	6	3	,	,	PUNCT
ctmj-180	6	4	we	we	PRON
ctmj-180	6	5	provide	provide	VERB
ctmj-180	6	6	predictions	prediction	NOUN
ctmj-180	6	7	for	for	ADP
ctmj-180	6	8	the	the	DET
ctmj-180	6	9	future	future	NOUN
ctmj-180	6	10	of	of	ADP
ctmj-180	6	11	this	this	DET
ctmj-180	6	12	area	area	NOUN
ctmj-180	6	13	,	,	PUNCT
ctmj-180	6	14	pointing	point	VERB
ctmj-180	6	15	out	out	ADP
ctmj-180	6	16	possible	possible	ADJ
ctmj-180	6	17	developments	development	NOUN
ctmj-180	6	18	that	that	PRON
ctmj-180	6	19	can	can	AUX
ctmj-180	6	20	improve	improve	VERB
ctmj-180	6	21	patient	patient	ADJ
ctmj-180	6	22	prognoses	prognosis	NOUN
ctmj-180	6	23	via	via	ADP
ctmj-180	6	24	more	more	ADV
ctmj-180	6	25	precise	precise	ADJ
ctmj-180	6	26	diagnosis	diagnosis	NOUN
ctmj-180	6	27	.	.	PUNCT
ctmj-180	7	1	keywords	keyword	NOUN
ctmj-180	7	2	:	:	PUNCT
ctmj-180	7	3	terminology	terminology	NOUN
ctmj-180	7	4	:	:	PUNCT
ctmj-180	7	5	precancerous	precancerous	ADJ
ctmj-180	7	6	lesions	lesion	NOUN
ctmj-180	7	7	;	;	PUNCT
ctmj-180	7	8	endoscopy	endoscopy	NOUN
ctmj-180	7	9	;	;	PUNCT
ctmj-180	7	10	artificial	artificial	ADJ
ctmj-180	7	11	intelligence	intelligence	NOUN
ctmj-180	7	12	;	;	PUNCT
ctmj-180	7	13	esophageal	esophageal	ADJ
ctmj-180	7	14	squamous	squamous	ADJ
ctmj-180	7	15	cell	cell	NOUN
ctmj-180	7	16	carcinoma	carcinoma	NOUN
ctmj-180	7	17	chinese	chinese	ADJ
ctmj-180	7	18	traditional	traditional	ADJ
ctmj-180	7	19	medical	medical	ADJ
ctmj-180	7	20	journal	journal	PROPN
ctmj-180	7	21	machine	machine	NOUN
ctmj-180	7	22	learning	learn	VERB
ctmj-180	7	23	for	for	ADP
ctmj-180	7	24	the	the	DET
ctmj-180	7	25	detection	detection	NOUN
ctmj-180	7	26	of	of	ADP
ctmj-180	7	27	precancerous	precancerous	ADJ
ctmj-180	7	28	lesions	lesion	NOUN
ctmj-180	7	29	and	and	CCONJ
ctmj-180	7	30	esophageal	esophageal	ADJ
ctmj-180	7	31	squamous	squamous	ADJ
ctmj-180	7	32	cell	cell	NOUN
ctmj-180	7	33	carcinoma	carcinoma	NOUN
ctmj-180	7	34	by	by	ADP
ctmj-180	7	35	endoscopic	endoscopic	ADJ
ctmj-180	7	36	imaging	imaging	NOUN
ctmj-180	7	37	s.	s.	PROPN
ctmj-180	7	38	venkatesh	venkatesh	PROPN
ctmj-180	7	39	,	,	PUNCT
ctmj-180	7	40	a.	a.	PROPN
ctmj-180	7	41	meghana	meghana	PROPN
ctmj-180	7	42	1,2	1,2	NUM
ctmj-180	7	43	academy	academy	NOUN
ctmj-180	7	44	of	of	ADP
ctmj-180	7	45	acupuncture	acupuncture	NOUN
ctmj-180	7	46	and	and	CCONJ
ctmj-180	7	47	moxibustion	moxibustion	NOUN
ctmj-180	7	48	,	,	PUNCT
ctmj-180	7	49	fujian	fujian	PROPN
ctmj-180	7	50	university	university	PROPN
ctmj-180	7	51	of	of	ADP
ctmj-180	7	52	traditional	traditional	ADJ
ctmj-180	7	53	chinese	chinese	ADJ
ctmj-180	7	54	medicine	medicine	NOUN
ctmj-180	7	55	,	,	PUNCT
ctmj-180	7	56	fuzhou	fuzhou	PROPN
ctmj-180	7	57	,	,	PUNCT
ctmj-180	7	58	fujian	fujian	PROPN
ctmj-180	7	59	350122	350122	NUM
ctmj-180	7	60	,	,	PUNCT
ctmj-180	7	61	china	china	PROPN
ctmj-180	7	62	received	receive	VERB
ctmj-180	7	63	on	on	ADP
ctmj-180	7	64	:	:	PUNCT
ctmj-180	7	65	21	21	NUM
ctmj-180	7	66	jan	jan	PROPN
ctmj-180	7	67	2025	2025	NUM
ctmj-180	7	68	revised	revise	VERB
ctmj-180	7	69	on	on	ADP
ctmj-180	7	70	:	:	PUNCT
ctmj-180	7	71	20	20	NUM
ctmj-180	7	72	mar	mar	PROPN
ctmj-180	7	73	2025	2025	NUM
ctmj-180	7	74	accepted	accept	VERB
ctmj-180	7	75	date	date	NOUN
ctmj-180	7	76	:	:	PUNCT
ctmj-180	7	77	25	25	NUM
ctmj-180	7	78	april	april	PROPN
ctmj-180	7	79	2025	2025	NUM
ctmj-180	7	80	published	publish	VERB
ctmj-180	7	81	on	on	ADP
ctmj-180	7	82	:	:	PUNCT
ctmj-180	7	83	18	18	NUM
ctmj-180	7	84	may	may	AUX
ctmj-180	7	85	2025	2025	NUM
ctmj-180	7	86	introduction	introduction	NOUN
ctmj-180	7	87	rapid	rapid	ADJ
ctmj-180	7	88	improvements	improvement	NOUN
ctmj-180	7	89	in	in	ADP
ctmj-180	7	90	endoscopic	endoscopic	ADJ
ctmj-180	7	91	procedures	procedure	NOUN
ctmj-180	7	92	and	and	CCONJ
ctmj-180	7	93	the	the	DET
ctmj-180	7	94	widespread	widespread	ADJ
ctmj-180	7	95	adoption	adoption	NOUN
ctmj-180	7	96	of	of	ADP
ctmj-180	7	97	screening	screen	VERB
ctmj-180	7	98	programs	program	NOUN
ctmj-180	7	99	have	have	AUX
ctmj-180	7	100	contributed	contribute	VERB
ctmj-180	7	101	to	to	ADP
ctmj-180	7	102	a	a	DET
ctmj-180	7	103	dramatic	dramatic	ADJ
ctmj-180	7	104	increase	increase	NOUN
ctmj-180	7	105	in	in	ADP
ctmj-180	7	106	the	the	DET
ctmj-180	7	107	number	number	NOUN
ctmj-180	7	108	of	of	ADP
ctmj-180	7	109	people	people	NOUN
ctmj-180	7	110	screened	screen	VERB
ctmj-180	7	111	for	for	ADP
ctmj-180	7	112	esophageal	esophageal	ADJ
ctmj-180	7	113	cancer	cancer	NOUN
ctmj-180	7	114	(	(	PUNCT
ctmj-180	7	115	ec	ec	PROPN
ctmj-180	7	116	)	)	PUNCT
ctmj-180	7	117	in	in	ADP
ctmj-180	7	118	recent	recent	ADJ
ctmj-180	7	119	years	year	NOUN
ctmj-180	7	120	.	.	PUNCT
ctmj-180	8	1	nevertheless	nevertheless	ADV
ctmj-180	8	2	,	,	PUNCT
ctmj-180	8	3	ec	ec	PROPN
ctmj-180	8	4	continues	continue	VERB
ctmj-180	8	5	to	to	PART
ctmj-180	8	6	be	be	AUX
ctmj-180	8	7	a	a	DET
ctmj-180	8	8	significant	significant	ADJ
ctmj-180	8	9	worldwide	worldwide	ADJ
ctmj-180	8	10	health	health	NOUN
ctmj-180	8	11	concern	concern	NOUN
ctmj-180	8	12	,	,	PUNCT
ctmj-180	8	13	since	since	SCONJ
ctmj-180	8	14	it	it	PRON
ctmj-180	8	15	is	be	AUX
ctmj-180	8	16	the	the	DET
ctmj-180	8	17	third	third	ADJ
ctmj-180	8	18	most	most	ADV
ctmj-180	8	19	common	common	ADJ
ctmj-180	8	20	cancer	cancer	NOUN
ctmj-180	8	21	and	and	CCONJ
ctmj-180	8	22	the	the	DET
ctmj-180	8	23	sixth	sixth	ADJ
ctmj-180	8	24	most	most	ADV
ctmj-180	8	25	common	common	ADJ
ctmj-180	8	26	cancer	cancer	NOUN
ctmj-180	8	27	overall	overall	NOUN
ctmj-180	8	28	,	,	PUNCT
ctmj-180	8	29	according	accord	VERB
ctmj-180	8	30	to	to	ADP
ctmj-180	8	31	recent	recent	ADJ
ctmj-180	8	32	cancer	cancer	NOUN
ctmj-180	8	33	data	datum	NOUN
ctmj-180	8	34	.	.	PUNCT
ctmj-180	9	1	[	[	X
ctmj-180	9	2	1	1	X
ctmj-180	9	3	]	]	PUNCT
ctmj-180	9	4	both	both	DET
ctmj-180	9	5	esophageal	esophageal	ADJ
ctmj-180	9	6	squamous	squamous	ADJ
ctmj-180	9	7	cell	cell	NOUN
ctmj-180	9	8	carcinoma	carcinoma	NOUN
ctmj-180	9	9	(	(	PUNCT
ctmj-180	9	10	escc	escc	ADJ
ctmj-180	9	11	)	)	PUNCT
ctmj-180	9	12	and	and	CCONJ
ctmj-180	9	13	esophageal	esophageal	ADJ
ctmj-180	9	14	adenocarcinoma	adenocarcinoma	NOUN
ctmj-180	9	15	are	be	AUX
ctmj-180	9	16	subtypes	subtype	NOUN
ctmj-180	9	17	of	of	ADP
ctmj-180	9	18	esophageal	esophageal	ADJ
ctmj-180	9	19	cancer	cancer	NOUN
ctmj-180	9	20	(	(	PUNCT
ctmj-180	9	21	ec	ec	PROPN
ctmj-180	9	22	)	)	PUNCT
ctmj-180	9	23	.	.	PUNCT
ctmj-180	10	1	in	in	ADP
ctmj-180	10	2	asia	asia	PROPN
ctmj-180	10	3	and	and	CCONJ
ctmj-180	10	4	several	several	ADJ
ctmj-180	10	5	regions	region	NOUN
ctmj-180	10	6	of	of	ADP
ctmj-180	10	7	sub	sub	ADJ
ctmj-180	10	8	-	-	ADJ
ctmj-180	10	9	saharan	saharan	ADJ
ctmj-180	10	10	africa	africa	PROPN
ctmj-180	10	11	,	,	PUNCT
ctmj-180	10	12	escc	escc	PROPN
ctmj-180	10	13	is	be	AUX
ctmj-180	10	14	still	still	ADV
ctmj-180	10	15	the	the	DET
ctmj-180	10	16	most	most	ADV
ctmj-180	10	17	common	common	ADJ
ctmj-180	10	18	kind	kind	NOUN
ctmj-180	10	19	of	of	ADP
ctmj-180	10	20	ec	ec	NOUN
ctmj-180	10	21	,	,	PUNCT
ctmj-180	10	22	even	even	ADV
ctmj-180	10	23	though	though	SCONJ
ctmj-180	10	24	its	its	PRON
ctmj-180	10	25	incidence	incidence	NOUN
ctmj-180	10	26	is	be	AUX
ctmj-180	10	27	on	on	ADP
ctmj-180	10	28	the	the	DET
ctmj-180	10	29	decline	decline	NOUN
ctmj-180	10	30	.	.	PUNCT
ctmj-180	11	1	[	[	X
ctmj-180	11	2	2	2	X
ctmj-180	11	3	]	]	PUNCT
ctmj-180	11	4	in	in	ADP
ctmj-180	11	5	the	the	DET
ctmj-180	11	6	clinical	clinical	ADJ
ctmj-180	11	7	stage	stage	NOUN
ctmj-180	11	8	upon	upon	SCONJ
ctmj-180	11	9	diagnosis	diagnosis	NOUN
ctmj-180	11	10	has	have	VERB
ctmj-180	11	11	a	a	DET
ctmj-180	11	12	significant	significant	ADJ
ctmj-180	11	13	impact	impact	NOUN
ctmj-180	11	14	on	on	ADP
ctmj-180	11	15	the	the	DET
ctmj-180	11	16	prognosis	prognosis	NOUN
ctmj-180	11	17	of	of	ADP
ctmj-180	11	18	escc	escc	ADJ
ctmj-180	11	19	patients	patient	NOUN
ctmj-180	11	20	.	.	PUNCT
ctmj-180	12	1	even	even	ADV
ctmj-180	12	2	with	with	ADP
ctmj-180	12	3	therapies	therapy	NOUN
ctmj-180	12	4	like	like	ADP
ctmj-180	12	5	chemotherapy	chemotherapy	NOUN
ctmj-180	12	6	and	and	CCONJ
ctmj-180	12	7	surgery	surgery	NOUN
ctmj-180	12	8	,	,	PUNCT
ctmj-180	12	9	the	the	DET
ctmj-180	12	10	overall	overall	ADJ
ctmj-180	12	11	5	5	NUM
ctmj-180	12	12	-	-	PUNCT
ctmj-180	12	13	year	year	NOUN
ctmj-180	12	14	survival	survival	NOUN
ctmj-180	12	15	rate	rate	NOUN
ctmj-180	12	16	is	be	AUX
ctmj-180	12	17	less	less	ADJ
ctmj-180	12	18	than	than	ADP
ctmj-180	12	19	30	30	NUM
ctmj-180	12	20	%	%	NOUN
ctmj-180	12	21	since	since	SCONJ
ctmj-180	12	22	most	most	ADJ
ctmj-180	12	23	patients	patient	NOUN
ctmj-180	12	24	are	be	AUX
ctmj-180	12	25	identified	identify	VERB
ctmj-180	12	26	at	at	ADP
ctmj-180	12	27	an	an	DET
ctmj-180	12	28	advanced	advanced	ADJ
ctmj-180	12	29	stage	stage	NOUN
ctmj-180	12	30	.	.	PUNCT
ctmj-180	13	1	three	three	NUM
ctmj-180	13	2	to	to	PART
ctmj-180	13	3	five	five	NUM
ctmj-180	13	4	]	]	PUNCT
ctmj-180	13	5	on	on	ADP
ctmj-180	13	6	the	the	DET
ctmj-180	13	7	flip	flip	ADJ
ctmj-180	13	8	side	side	NOUN
ctmj-180	13	9	,	,	PUNCT
ctmj-180	13	10	with	with	ADP
ctmj-180	13	11	the	the	DET
ctmj-180	13	12	right	right	ADJ
ctmj-180	13	13	therapy	therapy	NOUN
ctmj-180	13	14	,	,	PUNCT
ctmj-180	13	15	patients	patient	NOUN
ctmj-180	13	16	with	with	ADP
ctmj-180	13	17	early	early	ADJ
ctmj-180	13	18	-	-	PUNCT
ctmj-180	13	19	stage	stage	NOUN
ctmj-180	13	20	escc	escc	NOUN
ctmj-180	13	21	have	have	VERB
ctmj-180	13	22	an	an	DET
ctmj-180	13	23	incredible	incredible	ADJ
ctmj-180	13	24	90	90	NUM
ctmj-180	13	25	%	%	NOUN
ctmj-180	13	26	5	5	NUM
ctmj-180	13	27	-	-	PUNCT
ctmj-180	13	28	year	year	NOUN
ctmj-180	13	29	survival	survival	NOUN
ctmj-180	13	30	rate	rate	NOUN
ctmj-180	13	31	.	.	PUNCT
ctmj-180	14	1	[	[	X
ctmj-180	14	2	6	6	NUM
ctmj-180	14	3	]	]	PUNCT
ctmj-180	14	4	patients	patient	NOUN
ctmj-180	14	5	with	with	ADP
ctmj-180	14	6	escc	escc	PROPN
ctmj-180	14	7	have	have	VERB
ctmj-180	14	8	a	a	DET
ctmj-180	14	9	better	well	ADJ
ctmj-180	14	10	prognosis	prognosis	NOUN
ctmj-180	14	11	when	when	SCONJ
ctmj-180	14	12	the	the	DET
ctmj-180	14	13	disease	disease	NOUN
ctmj-180	14	14	is	be	AUX
ctmj-180	14	15	detected	detect	VERB
ctmj-180	14	16	early	early	ADV
ctmj-180	14	17	,	,	PUNCT
ctmj-180	14	18	diagnosed	diagnose	VERB
ctmj-180	14	19	quickly	quickly	ADV
ctmj-180	14	20	,	,	PUNCT
ctmj-180	14	21	and	and	CCONJ
ctmj-180	14	22	treated	treat	VERB
ctmj-180	14	23	quickly	quickly	ADV
ctmj-180	14	24	.	.	PUNCT
ctmj-180	15	1	in	in	ADP
ctmj-180	15	2	order	order	NOUN
ctmj-180	15	3	to	to	PART
ctmj-180	15	4	detect	detect	VERB
ctmj-180	15	5	and	and	CCONJ
ctmj-180	15	6	cure	cure	VERB
ctmj-180	15	7	escc	escc	ADJ
ctmj-180	15	8	early	early	ADJ
ctmj-180	15	9	,	,	PUNCT
ctmj-180	15	10	endoscopic	endoscopic	ADJ
ctmj-180	15	11	inspection	inspection	NOUN
ctmj-180	15	12	and	and	CCONJ
ctmj-180	15	13	therapy	therapy	NOUN
ctmj-180	15	14	are	be	AUX
ctmj-180	15	15	crucial	crucial	ADJ
ctmj-180	15	16	.	.	PUNCT
ctmj-180	16	1	white	white	ADJ
ctmj-180	16	2	light	light	PROPN
ctmj-180	16	3	imaging	imaging	NOUN
ctmj-180	16	4	(	(	PUNCT
ctmj-180	16	5	wli	wli	PROPN
ctmj-180	16	6	)	)	PUNCT
ctmj-180	16	7	,	,	PUNCT
ctmj-180	16	8	chromoendoscopy	chromoendoscopy	NOUN
ctmj-180	16	9	(	(	PUNCT
ctmj-180	16	10	e.g.	e.g.	ADV
ctmj-180	16	11	,	,	PUNCT
ctmj-180	16	12	iodine	iodine	NOUN
ctmj-180	16	13	staining	stain	VERB
ctmj-180	16	14	)	)	PUNCT
ctmj-180	16	15	,	,	PUNCT
ctmj-180	16	16	magnification	magnification	NOUN
ctmj-180	16	17	endoscopy	endoscopy	NOUN
ctmj-180	16	18	(	(	PUNCT
ctmj-180	16	19	me	i	PRON
ctmj-180	16	20	)	)	PUNCT
ctmj-180	16	21	,	,	PUNCT
ctmj-180	16	22	electronic	electronic	ADJ
ctmj-180	16	23	staining	stain	VERB
ctmj-180	16	24	endoscopy	endoscopy	NOUN
ctmj-180	16	25	(	(	PUNCT
ctmj-180	16	26	e.g.	e.g.	ADV
ctmj-180	16	27	,	,	PUNCT
ctmj-180	16	28	narrow	narrow	ADJ
ctmj-180	16	29	band	band	NOUN
ctmj-180	16	30	imaging	imaging	PROPN
ctmj-180	16	31	,	,	PUNCT
ctmj-180	16	32	bli	bli	PROPN
ctmj-180	16	33	)	)	PUNCT
ctmj-180	16	34	,	,	PUNCT
ctmj-180	16	35	and	and	CCONJ
ctmj-180	16	36	blue	blue	ADJ
ctmj-180	16	37	laser	laser	NOUN
ctmj-180	16	38	imaging	imaging	NOUN
ctmj-180	16	39	are	be	AUX
ctmj-180	16	40	some	some	PRON
ctmj-180	16	41	of	of	ADP
ctmj-180	16	42	the	the	DET
ctmj-180	16	43	endoscopic	endoscopic	ADJ
ctmj-180	16	44	examination	examination	NOUN
ctmj-180	16	45	methods	method	NOUN
ctmj-180	16	46	that	that	PRON
ctmj-180	16	47	are	be	AUX
ctmj-180	16	48	available	available	ADJ
ctmj-180	16	49	.	.	PUNCT
ctmj-180	17	1	to	to	PART
ctmj-180	17	2	begin	begin	VERB
ctmj-180	17	3	a	a	DET
ctmj-180	17	4	standard	standard	ADJ
ctmj-180	17	5	endoscopic	endoscopic	ADJ
ctmj-180	17	6	esophageal	esophageal	ADJ
ctmj-180	17	7	examination	examination	NOUN
ctmj-180	17	8	,	,	PUNCT
ctmj-180	17	9	a	a	DET
ctmj-180	17	10	physician	physician	NOUN
ctmj-180	17	11	will	will	AUX
ctmj-180	17	12	first	first	ADV
ctmj-180	17	13	look	look	VERB
ctmj-180	17	14	for	for	ADP
ctmj-180	17	15	abnormalities	abnormality	NOUN
ctmj-180	17	16	using	use	VERB
ctmj-180	17	17	wide	wide	ADJ
ctmj-180	17	18	-	-	PUNCT
ctmj-180	17	19	field	field	NOUN
ctmj-180	17	20	imaging	imaging	NOUN
ctmj-180	17	21	(	(	PUNCT
ctmj-180	17	22	wli	wli	NOUN
ctmj-180	17	23	)	)	PUNCT
ctmj-180	17	24	or	or	CCONJ
ctmj-180	17	25	non	non	ADJ
ctmj-180	17	26	-	-	ADJ
ctmj-180	17	27	magnifying	magnifying	ADJ
ctmj-180	17	28	endoscopy	endoscopy	NOUN
ctmj-180	17	29	with	with	ADP
ctmj-180	17	30	narrow	narrow	ADJ
ctmj-180	17	31	band	band	NOUN
ctmj-180	17	32	imaging	imaging	NOUN
ctmj-180	17	33	(	(	PUNCT
ctmj-180	17	34	nbi	nbi	PROPN
ctmj-180	17	35	/	/	SYM
ctmj-180	17	36	bli	bli	PROPN
ctmj-180	17	37	)	)	PUNCT
ctmj-180	17	38	.	.	PUNCT
ctmj-180	18	1	[	[	X
ctmj-180	18	2	7	7	X
ctmj-180	18	3	]	]	PUNCT
ctmj-180	18	4	afterwards	afterwards	ADV
ctmj-180	18	5	,	,	PUNCT
ctmj-180	18	6	these	these	DET
ctmj-180	18	7	lesions	lesion	NOUN
ctmj-180	18	8	are	be	AUX
ctmj-180	18	9	helped	help	VERB
ctmj-180	18	10	to	to	PART
ctmj-180	18	11	be	be	AUX
ctmj-180	18	12	characterized	characterize	VERB
ctmj-180	18	13	by	by	ADP
ctmj-180	18	14	using	use	VERB
ctmj-180	18	15	iodine	iodine	NOUN
ctmj-180	18	16	staining	stain	VERB
ctmj-180	18	17	or	or	CCONJ
ctmj-180	18	18	me	me	NOUN
ctmj-180	18	19	-	-	PUNCT
ctmj-180	18	20	nbi	nbi	NOUN
ctmj-180	18	21	/	/	SYM
ctmj-180	18	22	bli	bli	NOUN
ctmj-180	18	23	.	.	PUNCT
ctmj-180	19	1	[	[	X
ctmj-180	19	2	7	7	X
ctmj-180	19	3	]	]	X
ctmj-180	19	4	missed	miss	VERB
ctmj-180	19	5	diagnoses	diagnosis	NOUN
ctmj-180	19	6	of	of	ADP
ctmj-180	19	7	escc	escc	NOUN
ctmj-180	19	8	continue	continue	VERB
ctmj-180	19	9	to	to	PART
ctmj-180	19	10	occur	occur	VERB
ctmj-180	19	11	due	due	ADP
ctmj-180	19	12	to	to	ADP
ctmj-180	19	13	specific	specific	ADJ
ctmj-180	19	14	limitations	limitation	NOUN
ctmj-180	19	15	in	in	ADP
ctmj-180	19	16	the	the	DET
ctmj-180	19	17	endoscopic	endoscopic	ADJ
ctmj-180	19	18	technologies	technology	NOUN
ctmj-180	19	19	that	that	PRON
ctmj-180	19	20	are	be	AUX
ctmj-180	19	21	now	now	ADV
ctmj-180	19	22	available	available	ADJ
ctmj-180	19	23	.	.	PUNCT
ctmj-180	20	1	some	some	PRON
ctmj-180	20	2	of	of	ADP
ctmj-180	20	3	these	these	DET
ctmj-180	20	4	limitations	limitation	NOUN
ctmj-180	20	5	include	include	VERB
ctmj-180	20	6	the	the	DET
ctmj-180	20	7	following	following	NOUN
ctmj-180	20	8	:	:	PUNCT
ctmj-180	20	9	the	the	DET
ctmj-180	20	10	influence	influence	NOUN
ctmj-180	20	11	of	of	ADP
ctmj-180	20	12	visual	visual	ADJ
ctmj-180	20	13	tiredness	tiredness	NOUN
ctmj-180	20	14	,	,	PUNCT
ctmj-180	20	15	variances	variance	NOUN
ctmj-180	20	16	in	in	ADP
ctmj-180	20	17	endoscopists	endoscopist	NOUN
ctmj-180	20	18	'	'	PART
ctmj-180	20	19	skill	skill	NOUN
ctmj-180	20	20	,	,	PUNCT
ctmj-180	20	21	and	and	CCONJ
ctmj-180	20	22	sub	sub	ADJ
ctmj-180	20	23	-	-	ADJ
ctmj-180	20	24	tle	tle	ADJ
ctmj-180	20	25	microendoscopic	microendoscopic	NOUN
ctmj-180	20	26	aspects	aspect	NOUN
ctmj-180	20	27	of	of	ADP
ctmj-180	20	28	early	early	ADJ
ctmj-180	20	29	lesions	lesion	NOUN
ctmj-180	20	30	.	.	PUNCT
ctmj-180	21	1	from	from	ADP
ctmj-180	21	2	4.2	4.2	NUM
ctmj-180	21	3	%	%	NOUN
ctmj-180	21	4	to	to	ADP
ctmj-180	21	5	17.0	17.0	NUM
ctmj-180	21	6	%	%	NOUN
ctmj-180	21	7	of	of	ADP
ctmj-180	21	8	escc	escc	ADJ
ctmj-180	21	9	diagnoses	diagnosis	NOUN
ctmj-180	21	10	go	go	VERB
ctmj-180	21	11	unnoticed	unnoticed	ADJ
ctmj-180	21	12	,	,	PUNCT
ctmj-180	21	13	according	accord	VERB
ctmj-180	21	14	to	to	ADP
ctmj-180	21	15	the	the	DET
ctmj-180	21	16	research	research	NOUN
ctmj-180	21	17	.	.	PUNCT
ctmj-180	22	1	chapters	chapter	NOUN
ctmj-180	22	2	8–13	8–13	VERB
ctmj-180	22	3	to	to	PART
ctmj-180	22	4	minimize	minimize	VERB
ctmj-180	22	5	the	the	DET
ctmj-180	22	6	number	number	NOUN
ctmj-180	22	7	of	of	ADP
ctmj-180	22	8	escc	escc	ADJ
ctmj-180	22	9	diagnoses	diagnosis	NOUN
ctmj-180	22	10	that	that	PRON
ctmj-180	22	11	go	go	VERB
ctmj-180	22	12	unnoticed	unnoticed	ADJ
ctmj-180	22	13	,	,	PUNCT
ctmj-180	22	14	it	it	PRON
ctmj-180	22	15	is	be	AUX
ctmj-180	22	16	critical	critical	ADJ
ctmj-180	22	17	to	to	PART
ctmj-180	22	18	overcome	overcome	VERB
ctmj-180	22	19	these	these	DET
ctmj-180	22	20	obstacles	obstacle	NOUN
ctmj-180	22	21	and	and	CCONJ
ctmj-180	22	22	make	make	VERB
ctmj-180	22	23	the	the	DET
ctmj-180	22	24	most	most	ADJ
ctmj-180	22	25	of	of	ADP
ctmj-180	22	26	limited	limited	ADJ
ctmj-180	22	27	medical	medical	ADJ
ctmj-180	22	28	resources	resource	NOUN
ctmj-180	22	29	.	.	PUNCT
ctmj-180	23	1	ctmj	ctmj	NOUN
ctmj-180	23	2	|	|	ADV
ctmj-180	23	3	traditionalmedicinejournals.com	traditionalmedicinejournals.com	X
ctmj-180	23	4	chinese	chinese	ADJ
ctmj-180	23	5	traditional	traditional	ADJ
ctmj-180	23	6	medicine	medicine	NOUN
ctmj-180	23	7	journal	journal	NOUN
ctmj-180	23	8	|	|	ADV
ctmj-180	23	9	2025	2025	NUM
ctmj-180	23	10	|	|	ADV
ctmj-180	23	11	vol	vol	NOUN
ctmj-180	23	12	8	8	NUM
ctmj-180	23	13	|issue	|issue	NOUN
ctmj-180	23	14	3	3	NUM
ctmj-180	23	15	35	35	NUM
ctmj-180	23	16	artificial	artificial	ADJ
ctmj-180	23	17	intelligence	intelligence	NOUN
ctmj-180	23	18	(	(	PUNCT
ctmj-180	23	19	ai)-assisted	ai)-assiste	VERB
ctmj-180	23	20	diagnostic	diagnostic	ADJ
ctmj-180	23	21	techniques	technique	NOUN
ctmj-180	23	22	based	base	VERB
ctmj-180	23	23	on	on	ADP
ctmj-180	23	24	deep	deep	ADJ
ctmj-180	23	25	learning	learning	NOUN
ctmj-180	23	26	offer	offer	VERB
ctmj-180	23	27	a	a	DET
ctmj-180	23	28	promising	promising	ADJ
ctmj-180	23	29	solution	solution	NOUN
ctmj-180	23	30	to	to	ADP
ctmj-180	23	31	the	the	DET
ctmj-180	23	32	aforementioned	aforementioned	ADJ
ctmj-180	23	33	challenges	challenge	NOUN
ctmj-180	23	34	.	.	PUNCT
ctmj-180	24	1	the	the	DET
ctmj-180	24	2	development	development	NOUN
ctmj-180	24	3	of	of	ADP
ctmj-180	24	4	ai	ai	PROPN
ctmj-180	24	5	models	model	NOUN
ctmj-180	24	6	aimed	aim	VERB
ctmj-180	24	7	at	at	ADP
ctmj-180	24	8	assisting	assist	VERB
ctmj-180	24	9	endoscopists	endoscopist	NOUN
ctmj-180	24	10	in	in	ADP
ctmj-180	24	11	achieving	achieve	VERB
ctmj-180	24	12	more	more	ADV
ctmj-180	24	13	effective	effective	ADJ
ctmj-180	24	14	and	and	CCONJ
ctmj-180	24	15	accurate	accurate	ADJ
ctmj-180	24	16	disease	disease	NOUN
ctmj-180	24	17	diagnosis	diagnosis	NOUN
ctmj-180	24	18	has	have	AUX
ctmj-180	24	19	emerged	emerge	VERB
ctmj-180	24	20	as	as	ADP
ctmj-180	24	21	a	a	DET
ctmj-180	24	22	prominent	prominent	ADJ
ctmj-180	24	23	area	area	NOUN
ctmj-180	24	24	of	of	ADP
ctmj-180	24	25	research	research	NOUN
ctmj-180	24	26	.	.	PUNCT
ctmj-180	25	1	notably	notably	ADV
ctmj-180	25	2	,	,	PUNCT
ctmj-180	25	3	research	research	NOUN
ctmj-180	25	4	in	in	ADP
ctmj-180	25	5	the	the	DET
ctmj-180	25	6	realm	realm	NOUN
ctmj-180	25	7	of	of	ADP
ctmj-180	25	8	early	early	ADJ
ctmj-180	25	9	diagnosis	diagnosis	NOUN
ctmj-180	25	10	of	of	ADP
ctmj-180	25	11	escc	escc	NOUN
ctmj-180	25	12	has	have	AUX
ctmj-180	25	13	made	make	VERB
ctmj-180	25	14	substantial	substantial	ADJ
ctmj-180	25	15	advance	advance	NOUN
ctmj-180	25	16	ments	ment	NOUN
ctmj-180	25	17	,	,	PUNCT
ctmj-180	25	18	presenting	present	VERB
ctmj-180	25	19	encouraging	encouraging	ADJ
ctmj-180	25	20	prospects	prospect	NOUN
ctmj-180	25	21	[	[	X
ctmj-180	25	22	figure	figure	NOUN
ctmj-180	25	23	1	1	NUM
ctmj-180	25	24	]	]	PUNCT
ctmj-180	25	25	.	.	PUNCT
ctmj-180	26	1	in	in	ADP
ctmj-180	26	2	this	this	DET
ctmj-180	26	3	review	review	NOUN
ctmj-180	26	4	,	,	PUNCT
ctmj-180	26	5	we	we	PRON
ctmj-180	26	6	provide	provide	VERB
ctmj-180	26	7	an	an	DET
ctmj-180	26	8	overview	overview	NOUN
ctmj-180	26	9	of	of	ADP
ctmj-180	26	10	the	the	DET
ctmj-180	26	11	current	current	ADJ
ctmj-180	26	12	state	state	NOUN
ctmj-180	26	13	of	of	ADP
ctmj-180	26	14	utilizing	utilize	VERB
ctmj-180	26	15	ai	ai	VERB
ctmj-180	26	16	for	for	ADP
ctmj-180	26	17	the	the	DET
ctmj-180	26	18	endoscopic	endoscopic	ADJ
ctmj-180	26	19	diagnosis	diagnosis	NOUN
ctmj-180	26	20	of	of	ADP
ctmj-180	26	21	escc	escc	ADJ
ctmj-180	26	22	and	and	CCONJ
ctmj-180	26	23	precancerous	precancerous	ADJ
ctmj-180	26	24	lesions	lesion	NOUN
ctmj-180	26	25	,	,	PUNCT
ctmj-180	26	26	as	as	ADV
ctmj-180	26	27	well	well	ADV
ctmj-180	26	28	as	as	ADP
ctmj-180	26	29	explore	explore	VERB
ctmj-180	26	30	potential	potential	ADJ
ctmj-180	26	31	direc	direc	NOUN
ctmj-180	26	32	tions	tion	NOUN
ctmj-180	26	33	for	for	ADP
ctmj-180	26	34	its	its	PRON
ctmj-180	26	35	future	future	ADJ
ctmj-180	26	36	development	development	NOUN
ctmj-180	26	37	.	.	PUNCT
ctmj-180	27	1	deep	deep	ADJ
ctmj-180	27	2	learning	learning	NOUN
ctmj-180	27	3	-	-	PUNCT
ctmj-180	27	4	assisted	assist	VERB
ctmj-180	27	5	detection	detection	NOUN
ctmj-180	27	6	of	of	ADP
ctmj-180	27	7	lesions	lesion	NOUN
ctmj-180	27	8	single	single	ADJ
ctmj-180	27	9	modality	modality	NOUN
ctmj-180	27	10	wli	wli	NOUN
ctmj-180	27	11	modality	modality	NOUN
ctmj-180	27	12	when	when	SCONJ
ctmj-180	27	13	it	it	PRON
ctmj-180	27	14	comes	come	VERB
ctmj-180	27	15	to	to	ADP
ctmj-180	27	16	lesion	lesion	NOUN
ctmj-180	27	17	identification	identification	NOUN
ctmj-180	27	18	,	,	PUNCT
ctmj-180	27	19	the	the	DET
ctmj-180	27	20	wli	wli	NOUN
ctmj-180	27	21	modality	modality	NOUN
ctmj-180	27	22	is	be	AUX
ctmj-180	27	23	crucial	crucial	ADJ
ctmj-180	27	24	,	,	PUNCT
ctmj-180	27	25	as	as	SCONJ
ctmj-180	27	26	it	it	PRON
ctmj-180	27	27	is	be	AUX
ctmj-180	27	28	the	the	DET
ctmj-180	27	29	fundamental	fundamental	ADJ
ctmj-180	27	30	testing	testing	NOUN
ctmj-180	27	31	approach	approach	NOUN
ctmj-180	27	32	.	.	PUNCT
ctmj-180	28	1	after	after	ADP
ctmj-180	28	2	a	a	DET
ctmj-180	28	3	long	long	ADJ
ctmj-180	28	4	period	period	NOUN
ctmj-180	28	5	of	of	ADP
ctmj-180	28	6	study	study	NOUN
ctmj-180	28	7	,	,	PUNCT
ctmj-180	28	8	scientists	scientist	NOUN
ctmj-180	28	9	have	have	AUX
ctmj-180	28	10	created	create	VERB
ctmj-180	28	11	ai	ai	NOUN
ctmj-180	28	12	models	model	NOUN
ctmj-180	28	13	using	use	VERB
ctmj-180	28	14	wli	wli	PROPN
ctmj-180	28	15	and	and	CCONJ
ctmj-180	28	16	deep	deep	ADJ
ctmj-180	28	17	learning	learning	NOUN
ctmj-180	28	18	techniques	technique	NOUN
ctmj-180	28	19	to	to	PART
ctmj-180	28	20	improve	improve	VERB
ctmj-180	28	21	diagnostic	diagnostic	ADJ
ctmj-180	28	22	skills	skill	NOUN
ctmj-180	28	23	for	for	ADP
ctmj-180	28	24	early	early	ADJ
ctmj-180	28	25	identification	identification	NOUN
ctmj-180	28	26	of	of	ADP
ctmj-180	28	27	escc	escc	ADJ
ctmj-180	28	28	and	and	CCONJ
ctmj-180	28	29	precancerous	precancerous	ADJ
ctmj-180	28	30	lesions	lesion	NOUN
ctmj-180	29	1	[	[	X
ctmj-180	29	2	table	table	NOUN
ctmj-180	29	3	1	1	NUM
ctmj-180	29	4	]	]	PUNCT
ctmj-180	29	5	.	.	PUNCT
ctmj-180	30	1	to	to	PART
ctmj-180	30	2	identify	identify	VERB
ctmj-180	30	3	superficial	superficial	ADJ
ctmj-180	30	4	escc	escc	ADJ
ctmj-180	30	5	and	and	CCONJ
ctmj-180	30	6	precancerous	precancerous	ADJ
ctmj-180	30	7	lesions	lesion	NOUN
ctmj-180	30	8	,	,	PUNCT
ctmj-180	30	9	cai	cai	PROPN
ctmj-180	30	10	et	et	PROPN
ctmj-180	30	11	al.[14	al.[14	PROPN
ctmj-180	30	12	]	]	PUNCT
ctmj-180	30	13	were	be	AUX
ctmj-180	30	14	the	the	DET
ctmj-180	30	15	first	first	ADJ
ctmj-180	30	16	to	to	PART
ctmj-180	30	17	create	create	VERB
ctmj-180	30	18	an	an	DET
ctmj-180	30	19	ai	ai	NOUN
ctmj-180	30	20	model	model	NOUN
ctmj-180	30	21	based	base	VERB
ctmj-180	30	22	on	on	ADP
ctmj-180	30	23	wli	wli	PROPN
ctmj-180	30	24	.	.	PUNCT
ctmj-180	31	1	a	a	DET
ctmj-180	31	2	dataset	dataset	NOUN
ctmj-180	31	3	consisting	consist	VERB
ctmj-180	31	4	of	of	ADP
ctmj-180	31	5	24,282	24,282	NUM
ctmj-180	31	6	endoscopic	endoscopic	ADJ
ctmj-180	31	7	pictures	picture	NOUN
ctmj-180	31	8	of	of	ADP
ctmj-180	31	9	the	the	DET
ctmj-180	31	10	esophagus	esophagus	NOUN
ctmj-180	31	11	was	be	AUX
ctmj-180	31	12	used	use	VERB
ctmj-180	31	13	.	.	PUNCT
ctmj-180	32	1	after	after	ADP
ctmj-180	32	2	that	that	PRON
ctmj-180	32	3	,	,	PUNCT
ctmj-180	32	4	the	the	DET
ctmj-180	32	5	model	model	NOUN
ctmj-180	32	6	was	be	AUX
ctmj-180	32	7	tested	test	VERB
ctmj-180	32	8	with	with	ADP
ctmj-180	32	9	187	187	NUM
ctmj-180	32	10	photos	photo	NOUN
ctmj-180	32	11	,	,	PUNCT
ctmj-180	32	12	and	and	CCONJ
ctmj-180	32	13	it	it	PRON
ctmj-180	32	14	showed	show	VERB
ctmj-180	32	15	great	great	ADJ
ctmj-180	32	16	diagnostic	diagnostic	ADJ
ctmj-180	32	17	performance	performance	NOUN
ctmj-180	32	18	with	with	ADP
ctmj-180	32	19	a	a	DET
ctmj-180	32	20	sensitivity	sensitivity	NOUN
ctmj-180	32	21	of	of	ADP
ctmj-180	32	22	97.8	97.8	NUM
ctmj-180	32	23	%	%	NOUN
ctmj-180	32	24	and	and	CCONJ
ctmj-180	32	25	a	a	DET
ctmj-180	32	26	specificity	specificity	NOUN
ctmj-180	32	27	of	of	ADP
ctmj-180	32	28	85.4	85.4	NUM
ctmj-180	32	29	%	%	NOUN
ctmj-180	32	30	.	.	PUNCT
ctmj-180	33	1	that	that	PRON
ctmj-180	33	2	is	be	AUX
ctmj-180	33	3	to	to	PART
ctmj-180	33	4	say	say	VERB
ctmj-180	33	5	,	,	PUNCT
ctmj-180	33	6	this	this	DET
ctmj-180	33	7	model	model	NOUN
ctmj-180	33	8	greatly	greatly	ADV
ctmj-180	33	9	enhanced	enhance	VERB
ctmj-180	33	10	the	the	DET
ctmj-180	33	11	precision	precision	NOUN
ctmj-180	33	12	of	of	ADP
ctmj-180	33	13	sixteen	sixteen	NUM
ctmj-180	33	14	endoscopists	endoscopist	NOUN
ctmj-180	33	15	'	'	PART
ctmj-180	33	16	diagnoses	diagnosis	NOUN
ctmj-180	33	17	,	,	PUNCT
ctmj-180	33	18	particularly	particularly	ADV
ctmj-180	33	19	those	those	PRON
ctmj-180	33	20	of	of	ADP
ctmj-180	33	21	their	their	PRON
ctmj-180	33	22	more	more	ADV
ctmj-180	33	23	junior	junior	ADJ
ctmj-180	33	24	colleagues	colleague	NOUN
ctmj-180	33	25	.	.	PUNCT
ctmj-180	34	1	this	this	DET
ctmj-180	34	2	research	research	NOUN
ctmj-180	34	3	demonstrates	demonstrate	VERB
ctmj-180	34	4	that	that	SCONJ
ctmj-180	34	5	artificial	artificial	ADJ
ctmj-180	34	6	intelligence	intelligence	NOUN
ctmj-180	34	7	has	have	VERB
ctmj-180	34	8	great	great	ADJ
ctmj-180	34	9	promise	promise	NOUN
ctmj-180	34	10	as	as	ADP
ctmj-180	34	11	an	an	DET
ctmj-180	34	12	ancillary	ancillary	ADJ
ctmj-180	34	13	diagnostic	diagnostic	ADJ
ctmj-180	34	14	tool	tool	NOUN
ctmj-180	34	15	for	for	ADP
ctmj-180	34	16	endoscopists	endoscopist	NOUN
ctmj-180	34	17	.	.	PUNCT
ctmj-180	35	1	an	an	DET
ctmj-180	35	2	artificial	artificial	ADJ
ctmj-180	35	3	intelligence	intelligence	NOUN
ctmj-180	35	4	model	model	NOUN
ctmj-180	35	5	for	for	ADP
ctmj-180	35	6	the	the	DET
ctmj-180	35	7	detection	detection	NOUN
ctmj-180	35	8	of	of	ADP
ctmj-180	35	9	superficial	superficial	ADJ
ctmj-180	35	10	escc	escc	NOUN
ctmj-180	35	11	using	use	VERB
ctmj-180	35	12	wli	wli	PROPN
ctmj-180	35	13	was	be	AUX
ctmj-180	35	14	developed	develop	VERB
ctmj-180	35	15	by	by	ADP
ctmj-180	35	16	feng	feng	PROPN
ctmj-180	35	17	et	et	PROPN
ctmj-180	35	18	al.[15	al.[15	PROPN
ctmj-180	35	19	]	]	PUNCT
ctmj-180	35	20	using	use	VERB
ctmj-180	35	21	the	the	DET
ctmj-180	35	22	resnet50	resnet50	NOUN
ctmj-180	35	23	network	network	NOUN
ctmj-180	35	24	.	.	PUNCT
ctmj-180	36	1	for	for	ADP
ctmj-180	36	2	training	training	NOUN
ctmj-180	36	3	,	,	PUNCT
ctmj-180	36	4	the	the	DET
ctmj-180	36	5	model	model	NOUN
ctmj-180	36	6	was	be	AUX
ctmj-180	36	7	fed	feed	VERB
ctmj-180	36	8	5892	5892	NUM
ctmj-180	36	9	photos	photo	NOUN
ctmj-180	36	10	;	;	PUNCT
ctmj-180	36	11	for	for	ADP
ctmj-180	36	12	validation	validation	NOUN
ctmj-180	36	13	,	,	PUNCT
ctmj-180	36	14	it	it	PRON
ctmj-180	36	15	was	be	AUX
ctmj-180	36	16	fed	feed	VERB
ctmj-180	36	17	1466	1466	NUM
ctmj-180	36	18	images	image	NOUN
ctmj-180	36	19	from	from	ADP
ctmj-180	36	20	inside	inside	ADP
ctmj-180	36	21	the	the	DET
ctmj-180	36	22	company	company	NOUN
ctmj-180	36	23	and	and	CCONJ
ctmj-180	36	24	3063	3063	NUM
ctmj-180	36	25	images	image	NOUN
ctmj-180	36	26	from	from	ADP
ctmj-180	36	27	outside	outside	ADJ
ctmj-180	36	28	sources	source	NOUN
ctmj-180	36	29	.	.	PUNCT
ctmj-180	37	1	when	when	SCONJ
ctmj-180	37	2	compared	compare	VERB
ctmj-180	37	3	to	to	ADP
ctmj-180	37	4	professional	professional	ADJ
ctmj-180	37	5	endoscopists	endoscopist	NOUN
ctmj-180	37	6	and	and	CCONJ
ctmj-180	37	7	non	non	ADJ
ctmj-180	37	8	-	-	ADJ
ctmj-180	37	9	expert	expert	ADJ
ctmj-180	37	10	endoscopists	endoscopist	NOUN
ctmj-180	37	11	,	,	PUNCT
ctmj-180	37	12	the	the	DET
ctmj-180	37	13	model	model	NOUN
ctmj-180	37	14	's	's	PART
ctmj-180	37	15	diagnostic	diagnostic	ADJ
ctmj-180	37	16	performance	performance	NOUN
ctmj-180	37	17	was	be	AUX
ctmj-180	37	18	excellent	excellent	ADJ
ctmj-180	37	19	.	.	PUNCT
ctmj-180	38	1	also	also	ADV
ctmj-180	38	2	,	,	PUNCT
ctmj-180	38	3	endoscopists	endoscopist	NOUN
ctmj-180	38	4	'	'	PART
ctmj-180	38	5	accuracy	accuracy	NOUN
ctmj-180	38	6	increased	increase	VERB
ctmj-180	38	7	substantially	substantially	ADV
ctmj-180	38	8	when	when	SCONJ
ctmj-180	38	9	ai	ai	PROPN
ctmj-180	38	10	was	be	AUX
ctmj-180	38	11	included	include	VERB
ctmj-180	38	12	(	(	PUNCT
ctmj-180	38	13	75.12	75.12	NUM
ctmj-180	38	14	%	%	NOUN
ctmj-180	38	15	vs.	vs.	ADP
ctmj-180	38	16	84.95	84.95	NUM
ctmj-180	38	17	%	%	NOUN
ctmj-180	38	18	,	,	PUNCT
ctmj-180	38	19	p	p	NOUN
ctmj-180	38	20	=	=	NOUN
ctmj-180	38	21	0.008	0.008	NUM
ctmj-180	38	22	)	)	PUNCT
ctmj-180	38	23	.	.	PUNCT
ctmj-180	39	1	by	by	ADP
ctmj-180	39	2	modifying	modify	VERB
ctmj-180	39	3	the	the	DET
ctmj-180	39	4	yolo	yolo	NOUN
ctmj-180	39	5	(	(	PUNCT
ctmj-180	39	6	you	you	PRON
ctmj-180	39	7	only	only	ADV
ctmj-180	39	8	look	look	VERB
ctmj-180	39	9	once	once	ADV
ctmj-180	39	10	)	)	PUNCT
ctmj-180	39	11	v3	v3	PROPN
ctmj-180	39	12	algorithm	algorithm	PROPN
ctmj-180	39	13	,	,	PUNCT
ctmj-180	39	14	tang	tang	X
ctmj-180	39	15	et	et	PROPN
ctmj-180	39	16	al.[16	al.[16	PROPN
ctmj-180	39	17	]	]	PUNCT
ctmj-180	39	18	created	create	VERB
ctmj-180	39	19	an	an	DET
ctmj-180	39	20	ai	ai	NOUN
ctmj-180	39	21	model	model	NOUN
ctmj-180	39	22	that	that	PRON
ctmj-180	39	23	relies	rely	VERB
ctmj-180	39	24	on	on	ADP
ctmj-180	39	25	wli	wli	PROPN
ctmj-180	39	26	.	.	PUNCT
ctmj-180	40	1	a	a	DET
ctmj-180	40	2	dataset	dataset	NOUN
ctmj-180	40	3	with	with	ADP
ctmj-180	40	4	4002	4002	NUM
ctmj-180	40	5	photos	photo	NOUN
ctmj-180	40	6	was	be	AUX
ctmj-180	40	7	used	use	VERB
ctmj-180	40	8	to	to	PART
ctmj-180	40	9	train	train	VERB
ctmj-180	40	10	this	this	DET
ctmj-180	40	11	model	model	NOUN
ctmj-180	40	12	.	.	PUNCT
ctmj-180	41	1	it	it	PRON
ctmj-180	41	2	was	be	AUX
ctmj-180	41	3	then	then	ADV
ctmj-180	41	4	validated	validate	VERB
ctmj-180	41	5	on	on	ADP
ctmj-180	41	6	three	three	NUM
ctmj-180	41	7	other	other	ADJ
ctmj-180	41	8	datasets	dataset	NOUN
ctmj-180	41	9	:	:	PUNCT
ctmj-180	41	10	one	one	NUM
ctmj-180	41	11	with	with	ADP
ctmj-180	41	12	333	333	NUM
ctmj-180	41	13	images	image	NOUN
ctmj-180	41	14	,	,	PUNCT
ctmj-180	41	15	one	one	NUM
ctmj-180	41	16	with	with	ADP
ctmj-180	41	17	700	700	NUM
ctmj-180	41	18	images	image	NOUN
ctmj-180	41	19	from	from	ADP
ctmj-180	41	20	an	an	DET
ctmj-180	41	21	external	external	ADJ
ctmj-180	41	22	source	source	NOUN
ctmj-180	41	23	,	,	PUNCT
ctmj-180	41	24	and	and	CCONJ
ctmj-180	41	25	a	a	DET
ctmj-180	41	26	video	video	NOUN
ctmj-180	41	27	test	test	NOUN
ctmj-180	41	28	dataset	dataset	VERB
ctmj-180	41	29	with	with	ADP
ctmj-180	41	30	fourteen	fourteen	NUM
ctmj-180	41	31	movies	movie	NOUN
ctmj-180	41	32	.	.	PUNCT
ctmj-180	42	1	accurate	accurate	ADJ
ctmj-180	42	2	lesion	lesion	NOUN
ctmj-180	42	3	identification	identification	NOUN
ctmj-180	42	4	in	in	ADP
ctmj-180	42	5	thirteen	thirteen	NUM
ctmj-180	42	6	movies	movie	NOUN
ctmj-180	42	7	and	and	CCONJ
ctmj-180	42	8	adequate	adequate	ADJ
ctmj-180	42	9	diagnostic	diagnostic	ADJ
ctmj-180	42	10	performance	performance	NOUN
ctmj-180	42	11	on	on	ADP
ctmj-180	42	12	the	the	DET
ctmj-180	42	13	image	image	NOUN
ctmj-180	42	14	test	test	NOUN
ctmj-180	42	15	set	set	NOUN
ctmj-180	42	16	proved	prove	VERB
ctmj-180	42	17	the	the	DET
ctmj-180	42	18	model	model	NOUN
ctmj-180	42	19	's	's	PART
ctmj-180	42	20	resilience	resilience	NOUN
ctmj-180	42	21	and	and	CCONJ
ctmj-180	42	22	generalizability	generalizability	NOUN
ctmj-180	42	23	,	,	PUNCT
ctmj-180	42	24	paving	pave	VERB
ctmj-180	42	25	the	the	DET
ctmj-180	42	26	way	way	NOUN
ctmj-180	42	27	for	for	ADP
ctmj-180	42	28	its	its	PRON
ctmj-180	42	29	possible	possible	ADJ
ctmj-180	42	30	use	use	NOUN
ctmj-180	42	31	in	in	ADP
ctmj-180	42	32	real	real	ADJ
ctmj-180	42	33	-	-	PUNCT
ctmj-180	42	34	time	time	NOUN
ctmj-180	42	35	clinical	clinical	ADJ
ctmj-180	42	36	settings	setting	NOUN
ctmj-180	42	37	.	.	PUNCT
ctmj-180	42	38	.	.	PUNCT
ctmj-180	43	1	nbi	nbi	PROPN
ctmj-180	43	2	modality	modality	PROPN
ctmj-180	43	3	non	non	PROPN
ctmj-180	43	4	-	-	PROPN
ctmj-180	43	5	me	i	PRON
ctmj-180	43	6	nbi	nbi	NOUN
ctmj-180	43	7	modality	modality	NOUN
ctmj-180	43	8	is	be	AUX
ctmj-180	43	9	a	a	DET
ctmj-180	43	10	common	common	ADJ
ctmj-180	43	11	technique	technique	NOUN
ctmj-180	43	12	in	in	ADP
ctmj-180	43	13	endoscopic	endoscopic	ADJ
ctmj-180	43	14	examinations	examination	NOUN
ctmj-180	43	15	.	.	PUNCT
ctmj-180	44	1	the	the	DET
ctmj-180	44	2	characteristic	characteristic	ADJ
ctmj-180	44	3	teal	teal	NOUN
ctmj-180	44	4	color	color	NOUN
ctmj-180	44	5	tone	tone	NOUN
ctmj-180	44	6	serves	serve	VERB
ctmj-180	44	7	as	as	ADP
ctmj-180	44	8	a	a	DET
ctmj-180	44	9	hallmark	hallmark	NOUN
ctmj-180	44	10	for	for	ADP
ctmj-180	44	11	identifying	identify	VERB
ctmj-180	44	12	escc	escc	ADJ
ctmj-180	44	13	and	and	CCONJ
ctmj-180	44	14	pre	pre	VERB
ctmj-180	44	15	cancerous	cancerous	ADJ
ctmj-180	44	16	lesions	lesion	NOUN
ctmj-180	44	17	under	under	ADP
ctmj-180	44	18	nbi	nbi	PROPN
ctmj-180	44	19	.	.	PUNCT
ctmj-180	45	1	li	li	PROPN
ctmj-180	45	2	et	et	PROPN
ctmj-180	45	3	al[17	al[17	PROPN
ctmj-180	45	4	]	]	PUNCT
ctmj-180	45	5	undertook	undertake	VERB
ctmj-180	45	6	the	the	DET
ctmj-180	45	7	development	development	NOUN
ctmj-180	45	8	of	of	ADP
ctmj-180	45	9	an	an	DET
ctmj-180	45	10	nbi	nbi	NOUN
ctmj-180	45	11	-	-	PUNCT
ctmj-180	45	12	ai	ai	NOUN
ctmj-180	45	13	model	model	NOUN
ctmj-180	45	14	for	for	ADP
ctmj-180	45	15	detecting	detect	VERB
ctmj-180	45	16	superficial	superficial	ADJ
ctmj-180	45	17	escc	escc	ADJ
ctmj-180	45	18	and	and	CCONJ
ctmj-180	45	19	precancerous	precancerous	ADJ
ctmj-180	45	20	lesions	lesion	NOUN
ctmj-180	45	21	utilizing	utilize	VERB
ctmj-180	45	22	the	the	DET
ctmj-180	45	23	fully	fully	ADV
ctmj-180	45	24	convolu	convolu	PROPN
ctmj-180	45	25	tional	tional	PROPN
ctmj-180	45	26	network	network	PROPN
ctmj-180	45	27	(	(	PUNCT
ctmj-180	45	28	fcn	fcn	PROPN
ctmj-180	45	29	)	)	PUNCT
ctmj-180	45	30	based	base	VERB
ctmj-180	45	31	on	on	ADP
ctmj-180	45	32	the	the	DET
ctmj-180	45	33	vggnet	vggnet	NOUN
ctmj-180	45	34	framework	framework	NOUN
ctmj-180	45	35	.	.	PUNCT
ctmj-180	46	1	figure	figure	NOUN
ctmj-180	46	2	1	1	NUM
ctmj-180	46	3	:	:	PUNCT
ctmj-180	46	4	ai	ai	AUX
ctmj-180	46	5	-	-	PUNCT
ctmj-180	46	6	assisted	assist	VERB
ctmj-180	46	7	endoscopy	endoscopy	NOUN
ctmj-180	46	8	for	for	ADP
ctmj-180	46	9	diagnosing	diagnose	VERB
ctmj-180	46	10	escc	escc	ADJ
ctmj-180	46	11	and	and	CCONJ
ctmj-180	46	12	precancerous	precancerous	ADJ
ctmj-180	46	13	lesions	lesion	NOUN
ctmj-180	46	14	,	,	PUNCT
ctmj-180	46	15	including	include	VERB
ctmj-180	46	16	detection	detection	NOUN
ctmj-180	46	17	of	of	ADP
ctmj-180	46	18	lesions	lesion	NOUN
ctmj-180	46	19	,	,	PUNCT
ctmj-180	46	20	delineation	delineation	NOUN
ctmj-180	46	21	of	of	ADP
ctmj-180	46	22	lesion	lesion	NOUN
ctmj-180	46	23	margin	margin	NOUN
ctmj-180	46	24	,	,	PUNCT
ctmj-180	46	25	estimation	estimation	NOUN
ctmj-180	46	26	of	of	ADP
ctmj-180	46	27	invasion	invasion	NOUN
ctmj-180	46	28	depth	depth	NOUN
ctmj-180	46	29	,	,	PUNCT
ctmj-180	46	30	and	and	CCONJ
ctmj-180	46	31	classification	classification	NOUN
ctmj-180	46	32	of	of	ADP
ctmj-180	46	33	the	the	DET
ctmj-180	46	34	microvessel	microvessel	NOUN
ctmj-180	46	35	patterns	pattern	NOUN
ctmj-180	46	36	.	.	PUNCT
ctmj-180	47	1	ai	ai	VERB
ctmj-180	47	2	:	:	PUNCT
ctmj-180	47	3	artificial	artificial	ADJ
ctmj-180	47	4	intelligence	intelligence	NOUN
ctmj-180	47	5	;	;	PUNCT
ctmj-180	47	6	escc	escc	ADJ
ctmj-180	47	7	:	:	PUNCT
ctmj-180	47	8	esophageal	esophageal	ADJ
ctmj-180	47	9	squamous	squamous	ADJ
ctmj-180	47	10	cell	cell	NOUN
ctmj-180	47	11	carcinoma	carcinoma	NOUN
ctmj-180	47	12	;	;	PUNCT
ctmj-180	47	13	nms	nms	NOUN
ctmj-180	47	14	:	:	PUNCT
ctmj-180	47	15	nonmaximum	nonmaximum	ADJ
ctmj-180	47	16	suppression	suppression	NOUN
ctmj-180	47	17	;	;	PUNCT
ctmj-180	47	18	yolact	yolact	NOUN
ctmj-180	47	19	:	:	PUNCT
ctmj-180	47	20	you	you	PRON
ctmj-180	47	21	only	only	ADV
ctmj-180	47	22	look	look	VERB
ctmj-180	47	23	at	at	ADP
ctmj-180	47	24	coefficients	coefficient	NOUN
ctmj-180	47	25	.	.	PUNCT
ctmj-180	48	1	36	36	NUM
ctmj-180	48	2	outcomes	outcome	NOUN
ctmj-180	48	3	compared	compare	VERB
ctmj-180	48	4	to	to	AUX
ctmj-180	48	5	ref	ref	VERB
ctmj-180	48	6	.	.	PUNCT
ctmj-180	49	1	year	year	NOUN
ctmj-180	49	2	aim	aim	VERB
ctmj-180	49	3	endoscopic	endoscopic	ADJ
ctmj-180	49	4	modality	modality	NOUN
ctmj-180	49	5	algorithm	algorithm	NOUN
ctmj-180	49	6	training	train	VERB
ctmj-180	49	7	dataset	dataset	NOUN
ctmj-180	49	8	test	test	NOUN
ctmj-180	49	9	dataset	dataset	NOUN
ctmj-180	49	10	accuracy	accuracy	NOUN
ctmj-180	49	11	sensitivity	sensitivity	NOUN
ctmj-180	49	12	specificity	specificity	NOUN
ctmj-180	49	13	endoscopists	endoscopist	VERB
ctmj-180	49	14	cai	cai	PROPN
ctmj-180	49	15	et	et	PROPN
ctmj-180	49	16	al[14	al[14	PROPN
ctmj-180	49	17	]	]	PUNCT
ctmj-180	49	18	2019	2019	NUM
ctmj-180	49	19	detection	detection	NOUN
ctmj-180	49	20	of	of	ADP
ctmj-180	49	21	superficial	superficial	ADJ
ctmj-180	49	22	wli	wli	PROPN
ctmj-180	49	23	dnn	dnn	PROPN
ctmj-180	49	24	2428	2428	NUM
ctmj-180	49	25	images	image	VERB
ctmj-180	49	26	187	187	NUM
ctmj-180	49	27	images	image	NOUN
ctmj-180	49	28	91.40	91.40	NUM
ctmj-180	49	29	%	%	NOUN
ctmj-180	49	30	97.80	97.80	NUM
ctmj-180	49	31	%	%	NOUN
ctmj-180	49	32	85.40	85.40	NUM
ctmj-180	49	33	%	%	NOUN
ctmj-180	49	34	superior	superior	ADJ
ctmj-180	49	35	to	to	PART
ctmj-180	49	36	escc	escc	VERB
ctmj-180	49	37	and	and	CCONJ
ctmj-180	49	38	precancerous	precancerous	ADJ
ctmj-180	49	39	endoscopists	endoscopist	NOUN
ctmj-180	49	40	kumagai	kumagai	NOUN
ctmj-180	49	41	et	et	VERB
ctmj-180	49	42	al[18	al[18	PROPN
ctmj-180	49	43	]	]	PUNCT
ctmj-180	49	44	2019	2019	NUM
ctmj-180	49	45	lesions	lesion	NOUN
ctmj-180	49	46	diagnosis	diagnosis	NOUN
ctmj-180	49	47	of	of	ADP
ctmj-180	49	48	escc	escc	ADJ
ctmj-180	49	49	endocytoscopy	endocytoscopy	NOUN
ctmj-180	49	50	googlenet	googlenet	PROPN
ctmj-180	49	51	4715	4715	NUM
ctmj-180	49	52	images	image	VERB
ctmj-180	49	53	1520	1520	NUM
ctmj-180	49	54	images	image	NOUN
ctmj-180	49	55	90.00	90.00	NUM
ctmj-180	49	56	%	%	NOUN
ctmj-180	49	57	92.60	92.60	NUM
ctmj-180	49	58	%	%	NOUN
ctmj-180	49	59	89.30	89.30	NUM
ctmj-180	49	60	%	%	NOUN
ctmj-180	49	61	na	na	PART
ctmj-180	49	62	horie	horie	VERB
ctmj-180	49	63	et	et	PROPN
ctmj-180	49	64	al[20	al[20	PROPN
ctmj-180	49	65	]	]	PUNCT
ctmj-180	49	66	2019	2019	NUM
ctmj-180	49	67	detection	detection	NOUN
ctmj-180	49	68	of	of	ADP
ctmj-180	49	69	ec	ec	PROPN
ctmj-180	49	70	wli	wli	PROPN
ctmj-180	49	71	and	and	CCONJ
ctmj-180	49	72	nbi	nbi	PROPN
ctmj-180	49	73	ssd	ssd	NOUN
ctmj-180	49	74	8428	8428	NUM
ctmj-180	49	75	images	image	NOUN
ctmj-180	49	76	1118	1118	NUM
ctmj-180	49	77	images	image	NOUN
ctmj-180	49	78	99	99	NUM
ctmj-180	49	79	%	%	NOUN
ctmj-180	49	80	(	(	PUNCT
ctmj-180	49	81	escc	escc	ADJ
ctmj-180	49	82	)	)	PUNCT
ctmj-180	49	83	97	97	NUM
ctmj-180	49	84	%	%	NOUN
ctmj-180	49	85	(	(	PUNCT
ctmj-180	49	86	escc	escc	ADJ
ctmj-180	49	87	,	,	PUNCT
ctmj-180	49	88	79	79	NUM
ctmj-180	49	89	%	%	NOUN
ctmj-180	49	90	(	(	PUNCT
ctmj-180	49	91	overall	overall	ADJ
ctmj-180	49	92	)	)	PUNCT
ctmj-180	49	93	na	na	PART
ctmj-180	49	94	ohmori	ohmori	NOUN
ctmj-180	49	95	et	et	NOUN
ctmj-180	49	96	al[24	al[24	PROPN
ctmj-180	49	97	]	]	PUNCT
ctmj-180	50	1	2020	2020	NUM
ctmj-180	50	2	detection	detection	NOUN
ctmj-180	50	3	of	of	ADP
ctmj-180	50	4	superficial	superficial	ADJ
ctmj-180	50	5	wli	wli	PROPN
ctmj-180	50	6	,	,	PUNCT
ctmj-180	50	7	nbi	nbi	PROPN
ctmj-180	50	8	,	,	PUNCT
ctmj-180	50	9	bli	bli	PROPN
ctmj-180	50	10	,	,	PUNCT
ctmj-180	50	11	and	and	CCONJ
ctmj-180	50	12	ssd	ssd	VERB
ctmj-180	50	13	22,562	22,562	NUM
ctmj-180	50	14	images	image	NOUN
ctmj-180	50	15	727	727	NUM
ctmj-180	50	16	images	image	NOUN
ctmj-180	50	17	81	81	NUM
ctmj-180	50	18	%	%	NOUN
ctmj-180	50	19	(	(	PUNCT
ctmj-180	50	20	wli	wli	PROPN
ctmj-180	50	21	)	)	PUNCT
ctmj-180	50	22	,	,	PUNCT
ctmj-180	50	23	77	77	NUM
ctmj-180	50	24	%	%	NOUN
ctmj-180	50	25	per	per	ADP
ctmj-180	50	26	-	-	PUNCT
ctmj-180	50	27	person	person	NOUN
ctmj-180	50	28	)	)	PUNCT
ctmj-180	50	29	90	90	NUM
ctmj-180	50	30	%	%	NOUN
ctmj-180	50	31	(	(	PUNCT
ctmj-180	50	32	wli	wli	PROPN
ctmj-180	50	33	)	)	PUNCT
ctmj-180	50	34	,	,	PUNCT
ctmj-180	50	35	100	100	NUM
ctmj-180	50	36	%	%	NOUN
ctmj-180	50	37	76	76	NUM
ctmj-180	50	38	%	%	NOUN
ctmj-180	50	39	(	(	PUNCT
ctmj-180	50	40	wli	wli	NOUN
ctmj-180	50	41	)	)	PUNCT
ctmj-180	50	42	comparable	comparable	ADJ
ctmj-180	50	43	escc	escc	ADJ
ctmj-180	50	44	me	i	PRON
ctmj-180	50	45	(	(	PUNCT
ctmj-180	50	46	non	non	ADJ
ctmj-180	50	47	-	-	ADJ
ctmj-180	50	48	me	i	PRON
ctmj-180	50	49	nbi	nbi	PROPN
ctmj-180	50	50	/	/	SYM
ctmj-180	50	51	bli	bli	PROPN
ctmj-180	50	52	)	)	PUNCT
ctmj-180	50	53	,	,	PUNCT
ctmj-180	50	54	77	77	NUM
ctmj-180	50	55	%	%	NOUN
ctmj-180	50	56	(	(	PUNCT
ctmj-180	50	57	me	me	NOUN
ctmj-180	50	58	-	-	PUNCT
ctmj-180	50	59	nbi	nbi	NOUN
ctmj-180	50	60	/	/	SYM
ctmj-180	50	61	bli	bli	PROPN
ctmj-180	50	62	)	)	PUNCT
ctmj-180	50	63	(	(	PUNCT
ctmj-180	50	64	non	non	ADJ
ctmj-180	50	65	-	-	ADJ
ctmj-180	50	66	me	i	PRON
ctmj-180	50	67	nbi	nbi	PROPN
ctmj-180	50	68	/	/	SYM
ctmj-180	50	69	bli	bli	PROPN
ctmj-180	50	70	)	)	PUNCT
ctmj-180	50	71	,	,	PUNCT
ctmj-180	50	72	98	98	NUM
ctmj-180	50	73	%	%	NOUN
ctmj-180	50	74	(	(	PUNCT
ctmj-180	50	75	me	me	NOUN
ctmj-180	50	76	-	-	PUNCT
ctmj-180	50	77	nbi	nbi	NOUN
ctmj-180	50	78	/	/	SYM
ctmj-180	50	79	bli	bli	PROPN
ctmj-180	50	80	)	)	PUNCT
ctmj-180	50	81	63	63	NUM
ctmj-180	50	82	%	%	NOUN
ctmj-180	50	83	(	(	PUNCT
ctmj-180	50	84	non	non	ADJ
ctmj-180	50	85	-	-	ADJ
ctmj-180	50	86	me	me	PRON
ctmj-180	50	87	-	-	PUNCT
ctmj-180	50	88	nbi	nbi	NOUN
ctmj-180	50	89	/	/	SYM
ctmj-180	50	90	bli	bli	PROPN
ctmj-180	50	91	)	)	PUNCT
ctmj-180	50	92	,	,	PUNCT
ctmj-180	50	93	56	56	NUM
ctmj-180	50	94	%	%	NOUN
ctmj-180	50	95	(	(	PUNCT
ctmj-180	50	96	me	me	NOUN
ctmj-180	50	97	-	-	PUNCT
ctmj-180	50	98	nbi	nbi	NOUN
ctmj-180	50	99	/	/	SYM
ctmj-180	50	100	bli	bli	PROPN
ctmj-180	50	101	)	)	PUNCT
ctmj-180	50	102	to	to	PART
ctmj-180	50	103	experienced	experienced	VERB
ctmj-180	50	104	endoscopists	endoscopist	NOUN
ctmj-180	50	105	fukuda	fukuda	PROPN
ctmj-180	50	106	et	et	PROPN
ctmj-180	50	107	al[25	al[25	PROPN
ctmj-180	50	108	]	]	PUNCT
ctmj-180	50	109	2020	2020	NUM
ctmj-180	50	110	identification	identification	NOUN
ctmj-180	50	111	and	and	CCONJ
ctmj-180	50	112	charac	charac	VERB
ctmj-180	50	113	terization	terization	NOUN
ctmj-180	50	114	of	of	ADP
ctmj-180	50	115	superficial	superficial	ADJ
ctmj-180	50	116	escc	escc	ADJ
ctmj-180	50	117	tang	tang	X
ctmj-180	50	118	et	et	NOUN
ctmj-180	50	119	al[16	al[16	NOUN
ctmj-180	50	120	]	]	X
ctmj-180	50	121	2021	2021	NUM
ctmj-180	50	122	identification	identification	NOUN
ctmj-180	50	123	of	of	ADP
ctmj-180	50	124	superficial	superficial	ADJ
ctmj-180	50	125	nbi	nbi	PROPN
ctmj-180	50	126	,	,	PUNCT
ctmj-180	50	127	bli	bli	PROPN
ctmj-180	50	128	,	,	PUNCT
ctmj-180	50	129	and	and	CCONJ
ctmj-180	50	130	me	i	PRON
ctmj-180	50	131	ssd	ssd	VERB
ctmj-180	50	132	28,333	28,333	NUM
ctmj-180	50	133	images	image	NOUN
ctmj-180	50	134	144	144	NUM
ctmj-180	50	135	specimens	specimen	NOUN
ctmj-180	50	136	63	63	NUM
ctmj-180	50	137	%	%	NOUN
ctmj-180	50	138	(	(	PUNCT
ctmj-180	50	139	detection	detection	NOUN
ctmj-180	50	140	)	)	PUNCT
ctmj-180	50	141	,	,	PUNCT
ctmj-180	50	142	88	88	NUM
ctmj-180	50	143	%	%	NOUN
ctmj-180	50	144	(	(	PUNCT
ctmj-180	50	145	characterization	characterization	NOUN
ctmj-180	50	146	)	)	PUNCT
ctmj-180	50	147	wli	wli	PROPN
ctmj-180	50	148	yolo	yolo	PROPN
ctmj-180	50	149	v3	v3	PROPN
ctmj-180	50	150	4002	4002	NUM
ctmj-180	50	151	images	image	VERB
ctmj-180	50	152	1033	1033	NUM
ctmj-180	50	153	images	image	NOUN
ctmj-180	50	154	and	and	CCONJ
ctmj-180	50	155	91.3	91.3	NUM
ctmj-180	50	156	%	%	NOUN
ctmj-180	50	157	(	(	PUNCT
ctmj-180	50	158	internal	internal	ADJ
ctmj-180	50	159	91	91	NUM
ctmj-180	50	160	%	%	NOUN
ctmj-180	50	161	(	(	PUNCT
ctmj-180	50	162	detection	detection	NOUN
ctmj-180	50	163	)	)	PUNCT
ctmj-180	50	164	,	,	PUNCT
ctmj-180	50	165	86	86	NUM
ctmj-180	50	166	%	%	NOUN
ctmj-180	50	167	(	(	PUNCT
ctmj-180	50	168	characteriza	characteriza	ADJ
ctmj-180	50	169	tion	tion	NOUN
ctmj-180	50	170	)	)	PUNCT
ctmj-180	50	171	97.9	97.9	NUM
ctmj-180	50	172	%	%	NOUN
ctmj-180	50	173	(	(	PUNCT
ctmj-180	50	174	internal	internal	ADJ
ctmj-180	50	175	51	51	NUM
ctmj-180	50	176	%	%	NOUN
ctmj-180	50	177	(	(	PUNCT
ctmj-180	50	178	detection	detection	NOUN
ctmj-180	50	179	)	)	PUNCT
ctmj-180	50	180	,	,	PUNCT
ctmj-180	50	181	89	89	NUM
ctmj-180	50	182	%	%	NOUN
ctmj-180	50	183	(	(	PUNCT
ctmj-180	50	184	characterization	characterization	NOUN
ctmj-180	50	185	)	)	PUNCT
ctmj-180	50	186	88.6	88.6	NUM
ctmj-180	50	187	%	%	NOUN
ctmj-180	50	188	(	(	PUNCT
ctmj-180	50	189	internal	internal	PROPN
ctmj-180	50	190	valida	valida	PROPN
ctmj-180	50	191	inferior	inferior	ADJ
ctmj-180	50	192	to	to	ADP
ctmj-180	50	193	expert	expert	NOUN
ctmj-180	50	194	(	(	PUNCT
ctmj-180	50	195	detection	detection	NOUN
ctmj-180	50	196	)	)	PUNCT
ctmj-180	50	197	superior	superior	ADJ
ctmj-180	50	198	to	to	ADP
ctmj-180	50	199	expert	expert	NOUN
ctmj-180	50	200	(	(	PUNCT
ctmj-180	50	201	characterization	characterization	NOUN
ctmj-180	50	202	)	)	PUNCT
ctmj-180	50	203	superior	superior	ADJ
ctmj-180	50	204	to	to	PART
ctmj-180	50	205	escc	escc	VERB
ctmj-180	50	206	14	14	NUM
ctmj-180	50	207	videos	video	NOUN
ctmj-180	50	208	validation	validation	NOUN
ctmj-180	50	209	)	)	PUNCT
ctmj-180	50	210	,	,	PUNCT
ctmj-180	50	211	90.1	90.1	NUM
ctmj-180	50	212	%	%	NOUN
ctmj-180	50	213	(	(	PUNCT
ctmj-180	50	214	external	external	ADJ
ctmj-180	50	215	validation	validation	NOUN
ctmj-180	50	216	1	1	NUM
ctmj-180	50	217	)	)	PUNCT
ctmj-180	50	218	,	,	PUNCT
ctmj-180	50	219	91.8	91.8	NUM
ctmj-180	50	220	%	%	NOUN
ctmj-180	50	221	(	(	PUNCT
ctmj-180	50	222	external	external	ADJ
ctmj-180	50	223	validation	validation	NOUN
ctmj-180	50	224	2	2	NUM
ctmj-180	50	225	)	)	PUNCT
ctmj-180	50	226	validation	validation	NOUN
ctmj-180	50	227	)	)	PUNCT
ctmj-180	50	228	,	,	PUNCT
ctmj-180	50	229	96.8	96.8	NUM
ctmj-180	50	230	%	%	NOUN
ctmj-180	50	231	(	(	PUNCT
ctmj-180	50	232	external	external	ADJ
ctmj-180	50	233	validation	validation	NOUN
ctmj-180	50	234	1	1	NUM
ctmj-180	50	235	)	)	PUNCT
ctmj-180	50	236	,	,	PUNCT
ctmj-180	50	237	100	100	NUM
ctmj-180	50	238	%	%	NOUN
ctmj-180	50	239	(	(	PUNCT
ctmj-180	50	240	external	external	ADJ
ctmj-180	50	241	validation	validation	NOUN
ctmj-180	50	242	2	2	NUM
ctmj-180	50	243	)	)	PUNCT
ctmj-180	50	244	tion	tion	NOUN
ctmj-180	50	245	)	)	PUNCT
ctmj-180	50	246	,	,	PUNCT
ctmj-180	50	247	86.8	86.8	NUM
ctmj-180	50	248	%	%	NOUN
ctmj-180	50	249	(	(	PUNCT
ctmj-180	50	250	external	external	ADJ
ctmj-180	50	251	validation	validation	NOUN
ctmj-180	50	252	1	1	NUM
ctmj-180	50	253	)	)	PUNCT
ctmj-180	50	254	,	,	PUNCT
ctmj-180	50	255	88.9	88.9	NUM
ctmj-180	50	256	%	%	NOUN
ctmj-180	50	257	(	(	PUNCT
ctmj-180	50	258	external	external	ADJ
ctmj-180	50	259	validation	validation	NOUN
ctmj-180	50	260	2	2	NUM
ctmj-180	50	261	)	)	PUNCT
ctmj-180	50	262	endoscopists	endoscopist	VERB
ctmj-180	50	263	li	li	PROPN
ctmj-180	50	264	et	et	PROPN
ctmj-180	50	265	al[17	al[17	PROPN
ctmj-180	50	266	]	]	PUNCT
ctmj-180	50	267	2021	2021	NUM
ctmj-180	50	268	detection	detection	NOUN
ctmj-180	50	269	of	of	ADP
ctmj-180	50	270	superficial	superficial	ADJ
ctmj-180	50	271	escc	escc	ADJ
ctmj-180	50	272	and	and	CCONJ
ctmj-180	50	273	precancerous	precancerous	ADJ
ctmj-180	50	274	lesions	lesion	NOUN
ctmj-180	50	275	nbi	nbi	PROPN
ctmj-180	50	276	fcn	fcn	PROPN
ctmj-180	50	277	network	network	PROPN
ctmj-180	50	278	4735	4735	NUM
ctmj-180	50	279	images	image	VERB
ctmj-180	50	280	632	632	NUM
ctmj-180	50	281	images	image	NOUN
ctmj-180	50	282	94.30	94.30	NUM
ctmj-180	50	283	%	%	NOUN
ctmj-180	50	284	91.00	91.00	NUM
ctmj-180	50	285	%	%	NOUN
ctmj-180	50	286	96.70	96.70	NUM
ctmj-180	50	287	%	%	NOUN
ctmj-180	50	288	comparable	comparable	ADJ
ctmj-180	50	289	to	to	ADP
ctmj-180	50	290	experienced	experience	VERB
ctmj-180	50	291	endoscopists	endoscopist	NOUN
ctmj-180	50	292	ikenoyama	ikenoyama	PROPN
ctmj-180	50	293	et	et	PROPN
ctmj-180	50	294	al[23	al[23	PROPN
ctmj-180	50	295	]	]	X
ctmj-180	50	296	2021	2021	NUM
ctmj-180	50	297	detection	detection	NOUN
ctmj-180	50	298	of	of	ADP
ctmj-180	50	299	multiple	multiple	ADJ
ctmj-180	50	300	lugol	lugol	NOUN
ctmj-180	50	301	-	-	PUNCT
ctmj-180	50	302	voiding	void	VERB
ctmj-180	50	303	lesions	lesion	NOUN
ctmj-180	50	304	wli	wli	NOUN
ctmj-180	50	305	and	and	CCONJ
ctmj-180	50	306	nbi	nbi	PROPN
ctmj-180	50	307	googlenet	googlenet	NOUN
ctmj-180	50	308	6634	6634	NUM
ctmj-180	50	309	images	image	VERB
ctmj-180	50	310	667	667	NUM
ctmj-180	50	311	images	image	NOUN
ctmj-180	50	312	76.40	76.40	NUM
ctmj-180	50	313	%	%	NOUN
ctmj-180	50	314	84.40	84.40	NUM
ctmj-180	50	315	%	%	NOUN
ctmj-180	50	316	70.00	70.00	NUM
ctmj-180	50	317	%	%	NOUN
ctmj-180	50	318	comparable	comparable	ADJ
ctmj-180	50	319	to	to	AUX
ctmj-180	50	320	experienced	experience	VERB
ctmj-180	50	321	shiroma	shiroma	ADJ
ctmj-180	50	322	et	et	NOUN
ctmj-180	50	323	al[29	al[29	NOUN
ctmj-180	50	324	]	]	PUNCT
ctmj-180	50	325	2021	2021	NUM
ctmj-180	50	326	detection	detection	NOUN
ctmj-180	50	327	of	of	ADP
ctmj-180	50	328	superficial	superficial	ADJ
ctmj-180	50	329	wli	wli	PROPN
ctmj-180	50	330	and	and	CCONJ
ctmj-180	50	331	nbi	nbi	PROPN
ctmj-180	50	332	ssd	ssd	NOUN
ctmj-180	50	333	8428	8428	NUM
ctmj-180	50	334	images	image	VERB
ctmj-180	50	335	144	144	NUM
ctmj-180	50	336	videos	video	NOUN
ctmj-180	50	337	52.5	52.5	NUM
ctmj-180	50	338	%	%	NOUN
ctmj-180	50	339	(	(	PUNCT
ctmj-180	50	340	wli	wli	PROPN
ctmj-180	50	341	)	)	PUNCT
ctmj-180	50	342	,	,	PUNCT
ctmj-180	50	343	67.5	67.5	NUM
ctmj-180	50	344	%	%	NOUN
ctmj-180	50	345	75	75	NUM
ctmj-180	50	346	%	%	NOUN
ctmj-180	50	347	(	(	PUNCT
ctmj-180	50	348	wli	wli	NOUN
ctmj-180	50	349	)	)	PUNCT
ctmj-180	50	350	,	,	PUNCT
ctmj-180	50	351	55	55	NUM
ctmj-180	50	352	%	%	NOUN
ctmj-180	50	353	30	30	NUM
ctmj-180	50	354	%	%	NOUN
ctmj-180	50	355	(	(	PUNCT
ctmj-180	50	356	wli	wli	NOUN
ctmj-180	50	357	)	)	PUNCT
ctmj-180	50	358	,	,	PUNCT
ctmj-180	50	359	80	80	NUM
ctmj-180	50	360	%	%	NOUN
ctmj-180	50	361	(	(	PUNCT
ctmj-180	50	362	nbi	nbi	NOUN
ctmj-180	50	363	)	)	PUNCT
ctmj-180	50	364	endoscopists	endoscopist	VERB
ctmj-180	50	365	superior	superior	ADJ
ctmj-180	50	366	to	to	ADP
ctmj-180	50	367	waki	waki	PROPN
ctmj-180	50	368	et	et	NOUN
ctmj-180	50	369	al[30	al[30	PROPN
ctmj-180	50	370	]	]	X
ctmj-180	50	371	escc	escc	ADJ
ctmj-180	50	372	2021	2021	NUM
ctmj-180	50	373	identification	identification	NOUN
ctmj-180	50	374	of	of	ADP
ctmj-180	50	375	superficial	superficial	ADJ
ctmj-180	50	376	wli	wli	PROPN
ctmj-180	50	377	,	,	PUNCT
ctmj-180	50	378	nbi	nbi	PROPN
ctmj-180	50	379	,	,	PUNCT
ctmj-180	50	380	and	and	CCONJ
ctmj-180	50	381	bli	bli	PROPN
ctmj-180	50	382	bisenet	bisenet	PROPN
ctmj-180	50	383	18,797	18,797	NUM
ctmj-180	50	384	images	image	NOUN
ctmj-180	50	385	100	100	NUM
ctmj-180	50	386	videos	video	NOUN
ctmj-180	50	387	(	(	PUNCT
ctmj-180	50	388	nbi	nbi	NOUN
ctmj-180	50	389	)	)	PUNCT
ctmj-180	50	390	65.5	65.5	NUM
ctmj-180	50	391	%	%	NOUN
ctmj-180	50	392	(	(	PUNCT
ctmj-180	50	393	nbi	nbi	NOUN
ctmj-180	50	394	/	/	SYM
ctmj-180	50	395	bli	bli	PROPN
ctmj-180	50	396	)	)	PUNCT
ctmj-180	50	397	,	,	PUNCT
ctmj-180	50	398	(	(	PUNCT
ctmj-180	50	399	nbi	nbi	NOUN
ctmj-180	50	400	)	)	PUNCT
ctmj-180	50	401	85.7	85.7	NUM
ctmj-180	50	402	%	%	NOUN
ctmj-180	50	403	(	(	PUNCT
ctmj-180	50	404	nbi	nbi	NOUN
ctmj-180	50	405	/	/	SYM
ctmj-180	50	406	bli	bli	PROPN
ctmj-180	50	407	)	)	PUNCT
ctmj-180	50	408	,	,	PUNCT
ctmj-180	50	409	40	40	NUM
ctmj-180	50	410	%	%	NOUN
ctmj-180	50	411	(	(	PUNCT
ctmj-180	50	412	nbi	nbi	NOUN
ctmj-180	50	413	/	/	SYM
ctmj-180	50	414	bli	bli	PROPN
ctmj-180	50	415	)	)	PUNCT
ctmj-180	50	416	,	,	PUNCT
ctmj-180	50	417	28	28	NUM
ctmj-180	50	418	%	%	NOUN
ctmj-180	50	419	endoscopists	endoscopist	NOUN
ctmj-180	50	420	superior	superior	ADJ
ctmj-180	50	421	to	to	ADP
ctmj-180	50	422	yang	yang	PROPN
ctmj-180	50	423	et	et	PROPN
ctmj-180	51	1	al[34	al[34	PROPN
ctmj-180	51	2	]	]	X
ctmj-180	51	3	escc	escc	ADJ
ctmj-180	51	4	2021	2021	NUM
ctmj-180	51	5	identification	identification	NOUN
ctmj-180	51	6	of	of	ADP
ctmj-180	51	7	escc	escc	NOUN
ctmj-180	51	8	and	and	CCONJ
ctmj-180	51	9	wli	wli	PROPN
ctmj-180	51	10	,	,	PUNCT
ctmj-180	51	11	bli	bli	PROPN
ctmj-180	51	12	,	,	PUNCT
ctmj-180	51	13	iodine	iodine	NOUN
ctmj-180	51	14	yolo	yolo	ADJ
ctmj-180	51	15	v3	v3	PROPN
ctmj-180	51	16	and	and	CCONJ
ctmj-180	51	17	10,988	10,988	NUM
ctmj-180	51	18	images	image	NOUN
ctmj-180	51	19	2309	2309	NUM
ctmj-180	51	20	images	image	NOUN
ctmj-180	51	21	and	and	CCONJ
ctmj-180	51	22	55.8	55.8	NUM
ctmj-180	51	23	%	%	NOUN
ctmj-180	51	24	(	(	PUNCT
ctmj-180	51	25	wli	wli	NOUN
ctmj-180	51	26	)	)	PUNCT
ctmj-180	51	27	99.2	99.2	NUM
ctmj-180	51	28	%	%	NOUN
ctmj-180	51	29	(	(	PUNCT
ctmj-180	51	30	per	per	ADP
ctmj-180	51	31	-	-	PUNCT
ctmj-180	51	32	patient	patient	NOUN
ctmj-180	51	33	,	,	PUNCT
ctmj-180	51	34	77.8	77.8	NUM
ctmj-180	51	35	%	%	NOUN
ctmj-180	51	36	(	(	PUNCT
ctmj-180	51	37	wli	wli	NOUN
ctmj-180	51	38	)	)	PUNCT
ctmj-180	51	39	97.4	97.4	NUM
ctmj-180	51	40	%	%	NOUN
ctmj-180	51	41	(	(	PUNCT
ctmj-180	51	42	per	per	ADP
ctmj-180	51	43	-	-	PUNCT
ctmj-180	51	44	patient	patient	NOUN
ctmj-180	51	45	,	,	PUNCT
ctmj-180	51	46	(	(	PUNCT
ctmj-180	51	47	wli	wli	NOUN
ctmj-180	51	48	)	)	PUNCT
ctmj-180	51	49	99.4	99.4	NUM
ctmj-180	51	50	%	%	NOUN
ctmj-180	51	51	(	(	PUNCT
ctmj-180	51	52	per	per	ADP
ctmj-180	51	53	-	-	PUNCT
ctmj-180	51	54	patient	patient	NOUN
ctmj-180	51	55	,	,	PUNCT
ctmj-180	51	56	endoscopists	endoscopist	NOUN
ctmj-180	51	57	comparable	comparable	ADJ
ctmj-180	51	58	to	to	ADP
ctmj-180	51	59	high	high	ADJ
ctmj-180	51	60	-	-	PUNCT
ctmj-180	51	61	grade	grade	NOUN
ctmj-180	51	62	ep	ep	PROPN
ctmj-180	51	63	neoplasia	neoplasia	NOUN
ctmj-180	51	64	staining	stain	VERB
ctmj-180	51	65	,	,	PUNCT
ctmj-180	51	66	and	and	CCONJ
ctmj-180	51	67	me	i	PRON
ctmj-180	51	68	resnet	resnet	VERB
ctmj-180	51	69	v2	v2	PROPN
ctmj-180	51	70	104	104	NUM
ctmj-180	51	71	videos	video	NOUN
ctmj-180	51	72	non	non	ADJ
ctmj-180	51	73	-	-	VERB
ctmj-180	51	74	me	i	PRON
ctmj-180	51	75	,	,	PUNCT
ctmj-180	51	76	early	early	ADV
ctmj-180	51	77	escc	escc	ADJ
ctmj-180	51	78	)	)	PUNCT
ctmj-180	51	79	,	,	PUNCT
ctmj-180	51	80	non	non	ADJ
ctmj-180	51	81	-	-	VERB
ctmj-180	51	82	me	i	PRON
ctmj-180	51	83	,	,	PUNCT
ctmj-180	51	84	early	early	ADJ
ctmj-180	51	85	non	non	NOUN
ctmj-180	51	86	-	-	NOUN
ctmj-180	51	87	me	i	PRON
ctmj-180	51	88	,	,	PUNCT
ctmj-180	51	89	early	early	ADV
ctmj-180	51	90	escc	escc	ADJ
ctmj-180	51	91	)	)	PUNCT
ctmj-180	51	92	,	,	PUNCT
ctmj-180	51	93	expert	expert	NOUN
ctmj-180	51	94	;	;	PUNCT
ctmj-180	51	95	superior	superior	ADJ
ctmj-180	51	96	to	to	ADP
ctmj-180	51	97	88.1	88.1	NUM
ctmj-180	51	98	%	%	NOUN
ctmj-180	51	99	(	(	PUNCT
ctmj-180	51	100	me	i	PRON
ctmj-180	51	101	,	,	PUNCT
ctmj-180	51	102	early	early	ADV
ctmj-180	51	103	escc	escc	ADJ
ctmj-180	51	104	)	)	PUNCT
ctmj-180	51	105	,	,	PUNCT
ctmj-180	51	106	90.9	90.9	NUM
ctmj-180	51	107	%	%	NOUN
ctmj-180	51	108	(	(	PUNCT
ctmj-180	51	109	me	i	PRON
ctmj-180	51	110	,	,	PUNCT
ctmj-180	51	111	85.0	85.0	NUM
ctmj-180	51	112	%	%	NOUN
ctmj-180	51	113	(	(	PUNCT
ctmj-180	51	114	me	i	PRON
ctmj-180	51	115	,	,	PUNCT
ctmj-180	51	116	early	early	ADV
ctmj-180	51	117	escc	escc	ADJ
ctmj-180	51	118	)	)	PUNCT
ctmj-180	51	119	non	non	ADJ
ctmj-180	51	120	-	-	ADJ
ctmj-180	51	121	expert	expert	ADJ
ctmj-180	51	122	kumagai	kumagai	NOUN
ctmj-180	51	123	et	et	NOUN
ctmj-180	51	124	al[19	al[19	PROPN
ctmj-180	51	125	]	]	X
ctmj-180	51	126	2022	2022	NUM
ctmj-180	51	127	classification	classification	NOUN
ctmj-180	51	128	of	of	ADP
ctmj-180	51	129	esophageal	esophageal	ADJ
ctmj-180	51	130	endocytoscopy	endocytoscopy	NOUN
ctmj-180	51	131	deit	deit	ADJ
ctmj-180	51	132	7983	7983	NUM
ctmj-180	51	133	images	image	NOUN
ctmj-180	51	134	114	114	NUM
ctmj-180	51	135	images	image	NOUN
ctmj-180	51	136	escc	escc	ADJ
ctmj-180	51	137	)	)	PUNCT
ctmj-180	51	138	91.2	91.2	NUM
ctmj-180	51	139	%	%	NOUN
ctmj-180	51	140	(	(	PUNCT
ctmj-180	51	141	per	per	ADP
ctmj-180	51	142	-	-	PUNCT
ctmj-180	51	143	image	image	NOUN
ctmj-180	51	144	)	)	PUNCT
ctmj-180	51	145	,	,	PUNCT
ctmj-180	51	146	early	early	ADV
ctmj-180	51	147	escc	escc	ADJ
ctmj-180	51	148	)	)	PUNCT
ctmj-180	51	149	84.8	84.8	NUM
ctmj-180	51	150	%	%	NOUN
ctmj-180	51	151	(	(	PUNCT
ctmj-180	51	152	per	per	ADP
ctmj-180	51	153	-	-	PUNCT
ctmj-180	51	154	image	image	NOUN
ctmj-180	51	155	)	)	PUNCT
ctmj-180	51	156	,	,	PUNCT
ctmj-180	51	157	93.9	93.9	NUM
ctmj-180	51	158	%	%	NOUN
ctmj-180	51	159	(	(	PUNCT
ctmj-180	51	160	per	per	ADP
ctmj-180	51	161	-	-	PUNCT
ctmj-180	51	162	image	image	NOUN
ctmj-180	51	163	)	)	PUNCT
ctmj-180	51	164	,	,	PUNCT
ctmj-180	51	165	superior	superior	ADJ
ctmj-180	51	166	to	to	ADP
ctmj-180	51	167	lesions	lesion	NOUN
ctmj-180	51	168	(	(	PUNCT
ctmj-180	51	169	escc	escc	ADJ
ctmj-180	51	170	and	and	CCONJ
ctmj-180	51	171	other	other	ADJ
ctmj-180	51	172	94.7	94.7	NUM
ctmj-180	51	173	%	%	NOUN
ctmj-180	51	174	(	(	PUNCT
ctmj-180	51	175	per	per	ADP
ctmj-180	51	176	-	-	PUNCT
ctmj-180	51	177	patient	patient	NOUN
ctmj-180	51	178	)	)	PUNCT
ctmj-180	51	179	90.9	90.9	NUM
ctmj-180	51	180	%	%	NOUN
ctmj-180	51	181	(	(	PUNCT
ctmj-180	51	182	per	per	ADP
ctmj-180	51	183	-	-	PUNCT
ctmj-180	51	184	patient	patient	NOUN
ctmj-180	51	185	)	)	PUNCT
ctmj-180	51	186	96.3	96.3	NUM
ctmj-180	51	187	%	%	NOUN
ctmj-180	51	188	(	(	PUNCT
ctmj-180	51	189	per	per	ADP
ctmj-180	51	190	-	-	PUNCT
ctmj-180	51	191	patient	patient	NOUN
ctmj-180	51	192	)	)	PUNCT
ctmj-180	51	193	endoscopists	endoscopist	VERB
ctmj-180	51	194	meng	meng	PROPN
ctmj-180	51	195	et	et	PROPN
ctmj-180	52	1	al[21	al[21	PROPN
ctmj-180	52	2	]	]	PUNCT
ctmj-180	52	3	non	non	ADJ
ctmj-180	52	4	-	-	ADJ
ctmj-180	52	5	malignant	malignant	ADJ
ctmj-180	52	6	lesions	lesion	NOUN
ctmj-180	52	7	)	)	PUNCT
ctmj-180	52	8	2022	2022	NUM
ctmj-180	52	9	detection	detection	NOUN
ctmj-180	52	10	of	of	ADP
ctmj-180	52	11	superficial	superficial	ADJ
ctmj-180	52	12	wli	wli	PROPN
ctmj-180	52	13	and	and	CCONJ
ctmj-180	52	14	nbi	nbi	PROPN
ctmj-180	52	15	yolo	yolo	ADJ
ctmj-180	52	16	v5	v5	PROPN
ctmj-180	52	17	4447	4447	NUM
ctmj-180	52	18	images	image	NOUN
ctmj-180	52	19	1695	1695	NUM
ctmj-180	52	20	images	image	NOUN
ctmj-180	52	21	92.90	92.90	NUM
ctmj-180	52	22	%	%	NOUN
ctmj-180	52	23	91.90	91.90	NUM
ctmj-180	52	24	%	%	NOUN
ctmj-180	52	25	94.70	94.70	NUM
ctmj-180	52	26	%	%	NOUN
ctmj-180	52	27	comparable	comparable	ADJ
ctmj-180	52	28	to	to	ADP
ctmj-180	52	29	escc	escc	ADJ
ctmj-180	52	30	and	and	CCONJ
ctmj-180	52	31	high	high	ADJ
ctmj-180	52	32	-	-	PUNCT
ctmj-180	52	33	grade	grade	NOUN
ctmj-180	52	34	ep	ep	NOUN
ctmj-180	52	35	expert	expert	NOUN
ctmj-180	52	36	;	;	PUNCT
ctmj-180	52	37	superior	superior	ADJ
ctmj-180	52	38	to	to	PART
ctmj-180	52	39	tajiri	tajiri	VERB
ctmj-180	52	40	et	et	NOUN
ctmj-180	52	41	al[26	al[26	NOUN
ctmj-180	52	42	]	]	PUNCT
ctmj-180	52	43	neoplasia	neoplasia	NOUN
ctmj-180	52	44	2022	2022	NUM
ctmj-180	52	45	classification	classification	NOUN
ctmj-180	52	46	of	of	ADP
ctmj-180	52	47	esophageal	esophageal	ADJ
ctmj-180	52	48	wli	wli	PROPN
ctmj-180	52	49	,	,	PUNCT
ctmj-180	52	50	nbi	nbi	PROPN
ctmj-180	52	51	,	,	PUNCT
ctmj-180	52	52	bli	bli	PROPN
ctmj-180	52	53	,	,	PUNCT
ctmj-180	52	54	and	and	CCONJ
ctmj-180	52	55	resnet-101	resnet-101	VERB
ctmj-180	52	56	×	×	NOUN
ctmj-180	52	57	1	1	NUM
ctmj-180	52	58	29,794	29,794	NUM
ctmj-180	52	59	images	image	NOUN
ctmj-180	52	60	147	147	NUM
ctmj-180	52	61	videos	video	NOUN
ctmj-180	52	62	80.90	80.90	NUM
ctmj-180	52	63	%	%	NOUN
ctmj-180	52	64	85.50	85.50	NUM
ctmj-180	52	65	%	%	NOUN
ctmj-180	52	66	75.00	75.00	NUM
ctmj-180	52	67	%	%	NOUN
ctmj-180	52	68	non	non	ADJ
ctmj-180	52	69	-	-	ADJ
ctmj-180	52	70	expert	expert	ADJ
ctmj-180	52	71	superior	superior	ADJ
ctmj-180	52	72	to	to	ADP
ctmj-180	52	73	lesion	lesion	NOUN
ctmj-180	52	74	me	i	PRON
ctmj-180	52	75	endoscopists	endoscopist	NOUN
ctmj-180	52	76	(	(	PUNCT
ctmj-180	52	77	continued	continue	VERB
ctmj-180	52	78	)	)	PUNCT
ctmj-180	52	79	1	1	NUM
ctmj-180	52	80	3	3	NUM
ctmj-180	52	81	8	8	NUM
ctmj-180	52	82	9	9	NUM
ctmj-180	52	83	ctmj	ctmj	NOUN
ctmj-180	53	1	|	|	ADV
ctmj-180	53	2	traditionalmedicinejournals.com	traditionalmedicinejournals.com	X
ctmj-180	53	3	chinese	chinese	ADJ
ctmj-180	53	4	traditional	traditional	ADJ
ctmj-180	53	5	medicine	medicine	NOUN
ctmj-180	53	6	journal	journal	NOUN
ctmj-180	53	7	|	|	ADV
ctmj-180	53	8	2025	2025	NUM
ctmj-180	53	9	|	|	ADV
ctmj-180	53	10	vol	vol	NOUN
ctmj-180	53	11	8	8	NUM
ctmj-180	53	12	|issue	|issue	NOUN
ctmj-180	53	13	3	3	NUM
ctmj-180	53	14	37	37	NUM
ctmj-180	53	15	a	a	DET
ctmj-180	53	16	total	total	NOUN
ctmj-180	53	17	of	of	ADP
ctmj-180	53	18	4735	4735	NUM
ctmj-180	53	19	images	image	NOUN
ctmj-180	53	20	were	be	AUX
ctmj-180	53	21	amassed	amass	VERB
ctmj-180	53	22	for	for	ADP
ctmj-180	53	23	model	model	NOUN
ctmj-180	53	24	training	training	NOUN
ctmj-180	53	25	.	.	PUNCT
ctmj-180	54	1	the	the	DET
ctmj-180	54	2	performance	performance	NOUN
ctmj-180	54	3	of	of	ADP
ctmj-180	54	4	this	this	DET
ctmj-180	54	5	nbi	nbi	NOUN
ctmj-180	54	6	-	-	PUNCT
ctmj-180	54	7	ai	ai	NOUN
ctmj-180	54	8	model	model	NOUN
ctmj-180	54	9	was	be	AUX
ctmj-180	54	10	evaluated	evaluate	VERB
ctmj-180	54	11	and	and	CCONJ
ctmj-180	54	12	compared	compare	VERB
ctmj-180	54	13	with	with	ADP
ctmj-180	54	14	the	the	DET
ctmj-180	54	15	wli	wli	PROPN
ctmj-180	54	16	-	-	PUNCT
ctmj-180	54	17	ai	ai	NOUN
ctmj-180	54	18	model	model	NOUN
ctmj-180	54	19	introduced	introduce	VERB
ctmj-180	54	20	by	by	ADP
ctmj-180	54	21	cai	cai	PROPN
ctmj-180	54	22	et	et	PROPN
ctmj-180	54	23	al[14	al[14	PROPN
ctmj-180	54	24	]	]	PUNCT
ctmj-180	54	25	using	use	VERB
ctmj-180	54	26	a	a	DET
ctmj-180	54	27	dataset	dataset	NOUN
ctmj-180	54	28	of	of	ADP
ctmj-180	54	29	316	316	NUM
ctmj-180	54	30	paired	pair	VERB
ctmj-180	54	31	wli	wli	NOUN
ctmj-180	54	32	and	and	CCONJ
ctmj-180	54	33	nbi	nbi	NOUN
ctmj-180	54	34	images	image	NOUN
ctmj-180	54	35	.	.	PUNCT
ctmj-180	55	1	the	the	DET
ctmj-180	55	2	comparative	comparative	ADJ
ctmj-180	55	3	analysis	analysis	NOUN
ctmj-180	55	4	revealed	reveal	VERB
ctmj-180	55	5	that	that	SCONJ
ctmj-180	55	6	the	the	DET
ctmj-180	55	7	nbi	nbi	NOUN
ctmj-180	55	8	-	-	PUNCT
ctmj-180	55	9	ai	ai	PROPN
ctmj-180	55	10	model	model	NOUN
ctmj-180	55	11	exhibited	exhibit	VERB
ctmj-180	55	12	higher	high	ADJ
ctmj-180	55	13	accuracy	accuracy	NOUN
ctmj-180	55	14	and	and	CCONJ
ctmj-180	55	15	specificity	specificity	NOUN
ctmj-180	55	16	than	than	ADP
ctmj-180	55	17	its	its	PRON
ctmj-180	55	18	wli	wli	NOUN
ctmj-180	55	19	-	-	PUNCT
ctmj-180	55	20	ai	ai	NOUN
ctmj-180	55	21	counterpart	counterpart	NOUN
ctmj-180	55	22	,	,	PUNCT
ctmj-180	55	23	albeit	albeit	SCONJ
ctmj-180	55	24	with	with	ADP
ctmj-180	55	25	a	a	DET
ctmj-180	55	26	slightly	slightly	ADV
ctmj-180	55	27	lower	low	ADJ
ctmj-180	55	28	sensitivity	sensitivity	NOUN
ctmj-180	55	29	.	.	PUNCT
ctmj-180	56	1	intrigu	intrigu	VERB
ctmj-180	56	2	ingly	ingly	ADV
ctmj-180	56	3	,	,	PUNCT
ctmj-180	56	4	when	when	SCONJ
ctmj-180	56	5	evaluating	evaluate	VERB
ctmj-180	56	6	20	20	NUM
ctmj-180	56	7	endoscopists	endoscopist	NOUN
ctmj-180	56	8	with	with	ADP
ctmj-180	56	9	varying	vary	VERB
ctmj-180	56	10	levels	level	NOUN
ctmj-180	56	11	of	of	ADP
ctmj-180	56	12	expertise	expertise	NOUN
ctmj-180	56	13	,	,	PUNCT
ctmj-180	56	14	the	the	DET
ctmj-180	56	15	use	use	NOUN
ctmj-180	56	16	of	of	ADP
ctmj-180	56	17	both	both	CCONJ
ctmj-180	56	18	the	the	DET
ctmj-180	56	19	wli	wli	PROPN
ctmj-180	56	20	-	-	PUNCT
ctmj-180	56	21	ai	ai	NOUN
ctmj-180	56	22	model	model	NOUN
ctmj-180	56	23	and	and	CCONJ
ctmj-180	56	24	the	the	DET
ctmj-180	56	25	nbi	nbi	NOUN
ctmj-180	56	26	-	-	PUNCT
ctmj-180	56	27	ai	ai	NOUN
ctmj-180	56	28	model	model	NOUN
ctmj-180	56	29	significantly	significantly	ADV
ctmj-180	56	30	improved	improve	VERB
ctmj-180	56	31	their	their	PRON
ctmj-180	56	32	diagnostic	diagnostic	ADJ
ctmj-180	56	33	per	per	ADP
ctmj-180	56	34	formance	formance	NOUN
ctmj-180	56	35	,	,	PUNCT
ctmj-180	56	36	surpassing	surpass	VERB
ctmj-180	56	37	the	the	DET
ctmj-180	56	38	outcomes	outcome	NOUN
ctmj-180	56	39	achieved	achieve	VERB
ctmj-180	56	40	with	with	ADP
ctmj-180	56	41	either	either	DET
ctmj-180	56	42	model	model	NOUN
ctmj-180	56	43	in	in	ADP
ctmj-180	56	44	isolation	isolation	NOUN
ctmj-180	56	45	.	.	PUNCT
ctmj-180	57	1	endocytoscopy	endocytoscopy	VERB
ctmj-180	57	2	the	the	DET
ctmj-180	57	3	endocytoscopic	endocytoscopic	NOUN
ctmj-180	57	4	system	system	NOUN
ctmj-180	57	5	is	be	AUX
ctmj-180	57	6	an	an	DET
ctmj-180	57	7	advanced	advanced	ADJ
ctmj-180	57	8	magnifying	magnifying	ADJ
ctmj-180	57	9	endoscopic	endoscopic	ADJ
ctmj-180	57	10	examination	examination	NOUN
ctmj-180	57	11	technique	technique	NOUN
ctmj-180	57	12	with	with	ADP
ctmj-180	57	13	ultra	ultra	ADJ
ctmj-180	57	14	-	-	ADJ
ctmj-180	57	15	high	high	ADJ
ctmj-180	57	16	resolution	resolution	NOUN
ctmj-180	57	17	capabilities	capability	NOUN
ctmj-180	57	18	,	,	PUNCT
ctmj-180	57	19	providing	provide	VERB
ctmj-180	57	20	magnification	magnification	NOUN
ctmj-180	57	21	of	of	ADP
ctmj-180	57	22	up	up	ADP
ctmj-180	57	23	to	to	PART
ctmj-180	57	24	1000	1000	NUM
ctmj-180	57	25	times	time	NOUN
ctmj-180	57	26	,	,	PUNCT
ctmj-180	57	27	effectively	effectively	ADV
ctmj-180	57	28	simulating	simulate	VERB
ctmj-180	57	29	the	the	DET
ctmj-180	57	30	effects	effect	NOUN
ctmj-180	57	31	of	of	ADP
ctmj-180	57	32	his	his	PRON
ctmj-180	57	33	tological	tological	ADJ
ctmj-180	57	34	biopsy	biopsy	NOUN
ctmj-180	57	35	.	.	PUNCT
ctmj-180	58	1	by	by	ADP
ctmj-180	58	2	using	use	VERB
ctmj-180	58	3	in	in	ADP
ctmj-180	58	4	vivo	vivo	ADJ
ctmj-180	58	5	staining	stain	VERB
ctmj-180	58	6	agents	agent	NOUN
ctmj-180	58	7	such	such	ADJ
ctmj-180	58	8	as	as	ADP
ctmj-180	58	9	methylene	methylene	ADJ
ctmj-180	58	10	blue	blue	NOUN
ctmj-180	58	11	,	,	PUNCT
ctmj-180	58	12	the	the	DET
ctmj-180	58	13	endocytoscopic	endocytoscopic	NOUN
ctmj-180	58	14	approach	approach	NOUN
ctmj-180	58	15	allows	allow	VERB
ctmj-180	58	16	real	real	ADJ
ctmj-180	58	17	-	-	PUNCT
ctmj-180	58	18	time	time	NOUN
ctmj-180	58	19	observation	observation	NOUN
ctmj-180	58	20	of	of	ADP
ctmj-180	58	21	the	the	DET
ctmj-180	58	22	cellular	cellular	ADJ
ctmj-180	58	23	structure	structure	NOUN
ctmj-180	58	24	within	within	ADP
ctmj-180	58	25	the	the	DET
ctmj-180	58	26	superficial	superficial	ADJ
ctmj-180	58	27	mucosal	mucosal	NOUN
ctmj-180	58	28	layer	layer	NOUN
ctmj-180	58	29	of	of	ADP
ctmj-180	58	30	the	the	DET
ctmj-180	58	31	esophagus	esophagus	NOUN
ctmj-180	58	32	,	,	PUNCT
ctmj-180	58	33	facilitating	facilitate	VERB
ctmj-180	58	34	dynamic	dynamic	ADJ
ctmj-180	58	35	lesion	lesion	NOUN
ctmj-180	58	36	classification	classification	NOUN
ctmj-180	58	37	.	.	PUNCT
ctmj-180	59	1	kumagai	kumagai	NOUN
ctmj-180	59	2	et	et	VERB
ctmj-180	59	3	al[18	al[18	PROPN
ctmj-180	59	4	]	]	PUNCT
ctmj-180	59	5	harnessed	harness	VERB
ctmj-180	59	6	a	a	DET
ctmj-180	59	7	dataset	dataset	NOUN
ctmj-180	59	8	consisting	consist	VERB
ctmj-180	59	9	of	of	ADP
ctmj-180	59	10	4715	4715	NUM
ctmj-180	59	11	esophageal	esophageal	ADJ
ctmj-180	59	12	endocytoscopic	endocytoscopic	NOUN
ctmj-180	59	13	images	image	NOUN
ctmj-180	59	14	for	for	ADP
ctmj-180	59	15	model	model	NOUN
ctmj-180	59	16	training	training	NOUN
ctmj-180	59	17	and	and	CCONJ
ctmj-180	59	18	an	an	DET
ctmj-180	59	19	additional	additional	ADJ
ctmj-180	59	20	set	set	NOUN
ctmj-180	59	21	of	of	ADP
ctmj-180	59	22	1520	1520	NUM
ctmj-180	59	23	endocytoscopic	endocytoscopic	NOUN
ctmj-180	59	24	images	image	NOUN
ctmj-180	59	25	for	for	ADP
ctmj-180	59	26	model	model	NOUN
ctmj-180	59	27	testing	testing	NOUN
ctmj-180	59	28	.	.	PUNCT
ctmj-180	60	1	their	their	PRON
ctmj-180	60	2	ai	ai	PROPN
ctmj-180	60	3	model	model	NOUN
ctmj-180	60	4	,	,	PUNCT
ctmj-180	60	5	designed	design	VERB
ctmj-180	60	6	for	for	ADP
ctmj-180	60	7	diagnosing	diagnose	VERB
ctmj-180	60	8	escc	escc	ADV
ctmj-180	60	9	and	and	CCONJ
ctmj-180	60	10	developed	develop	VERB
ctmj-180	60	11	based	base	VERB
ctmj-180	60	12	on	on	ADP
ctmj-180	60	13	the	the	DET
ctmj-180	60	14	googlenet	googlenet	NOUN
ctmj-180	60	15	architecture	architecture	NOUN
ctmj-180	60	16	,	,	PUNCT
ctmj-180	60	17	demonstrated	demonstrate	VERB
ctmj-180	60	18	commendable	commendable	ADJ
ctmj-180	60	19	performance	performance	NOUN
ctmj-180	60	20	metrics	metric	NOUN
ctmj-180	60	21	,	,	PUNCT
ctmj-180	60	22	with	with	ADP
ctmj-180	60	23	a	a	DET
ctmj-180	60	24	sensitivity	sensitivity	NOUN
ctmj-180	60	25	,	,	PUNCT
ctmj-180	60	26	specificity	specificity	NOUN
ctmj-180	60	27	,	,	PUNCT
ctmj-180	60	28	and	and	CCONJ
ctmj-180	60	29	accuracy	accuracy	NOUN
ctmj-180	60	30	of	of	ADP
ctmj-180	60	31	92.6	92.6	NUM
ctmj-180	60	32	%	%	NOUN
ctmj-180	60	33	,	,	PUNCT
ctmj-180	60	34	89.3	89.3	NUM
ctmj-180	60	35	%	%	NOUN
ctmj-180	60	36	,	,	PUNCT
ctmj-180	60	37	and	and	CCONJ
ctmj-180	60	38	90.0	90.0	NUM
ctmj-180	60	39	%	%	NOUN
ctmj-180	60	40	,	,	PUNCT
ctmj-180	60	41	respectively	respectively	ADV
ctmj-180	60	42	.	.	PUNCT
ctmj-180	61	1	moreover	moreover	ADV
ctmj-180	61	2	,	,	PUNCT
ctmj-180	61	3	kumagai	kumagai	NOUN
ctmj-180	61	4	et	et	NOUN
ctmj-180	61	5	al[19	al[19	PROPN
ctmj-180	61	6	]	]	PUNCT
ctmj-180	61	7	introduced	introduce	VERB
ctmj-180	61	8	an	an	DET
ctmj-180	61	9	innovative	innovative	ADJ
ctmj-180	61	10	ai	ai	NOUN
ctmj-180	61	11	model	model	NOUN
ctmj-180	61	12	founded	found	VERB
ctmj-180	61	13	on	on	ADP
ctmj-180	61	14	the	the	DET
ctmj-180	61	15	deit	deit	ADJ
ctmj-180	61	16	framework	framework	NOUN
ctmj-180	61	17	.	.	PUNCT
ctmj-180	62	1	this	this	DET
ctmj-180	62	2	model	model	NOUN
ctmj-180	62	3	underwent	underwent	NOUN
ctmj-180	62	4	training	training	NOUN
ctmj-180	62	5	using	use	VERB
ctmj-180	62	6	an	an	DET
ctmj-180	62	7	extensive	extensive	ADJ
ctmj-180	62	8	dataset	dataset	NOUN
ctmj-180	62	9	comprising	comprising	NOUN
ctmj-180	62	10	7983	7983	NUM
ctmj-180	62	11	endocytoscopy	endocytoscopy	NOUN
ctmj-180	62	12	images	image	NOUN
ctmj-180	62	13	from	from	ADP
ctmj-180	62	14	55	55	NUM
ctmj-180	62	15	cases	case	NOUN
ctmj-180	62	16	of	of	ADP
ctmj-180	62	17	escc	escc	ADJ
ctmj-180	62	18	and	and	CCONJ
ctmj-180	62	19	81	81	NUM
ctmj-180	62	20	cases	case	NOUN
ctmj-180	62	21	of	of	ADP
ctmj-180	62	22	non	non	ADJ
ctmj-180	62	23	-	-	ADJ
ctmj-180	62	24	malignant	malignant	ADJ
ctmj-180	62	25	lesions	lesion	NOUN
ctmj-180	62	26	.	.	PUNCT
ctmj-180	63	1	subsequent	subsequent	ADJ
ctmj-180	63	2	testing	testing	NOUN
ctmj-180	63	3	involved	involve	VERB
ctmj-180	63	4	114	114	NUM
ctmj-180	63	5	images	image	NOUN
ctmj-180	63	6	from	from	ADP
ctmj-180	63	7	11	11	NUM
ctmj-180	63	8	escc	escc	ADJ
ctmj-180	63	9	cases	case	NOUN
ctmj-180	63	10	and	and	CCONJ
ctmj-180	63	11	27	27	NUM
ctmj-180	63	12	non	non	ADJ
ctmj-180	63	13	-	-	ADJ
ctmj-180	63	14	ma	ma	ADJ
ctmj-180	63	15	lignant	lignant	NOUN
ctmj-180	63	16	lesions	lesion	NOUN
ctmj-180	63	17	.	.	PUNCT
ctmj-180	64	1	to	to	PART
ctmj-180	64	2	assess	assess	VERB
ctmj-180	64	3	its	its	PRON
ctmj-180	64	4	diagnostic	diagnostic	ADJ
ctmj-180	64	5	efficacy	efficacy	NOUN
ctmj-180	64	6	,	,	PUNCT
ctmj-180	64	7	the	the	DET
ctmj-180	64	8	ai	ai	PROPN
ctmj-180	64	9	model	model	NOUN
ctmj-180	64	10	’s	’s	PART
ctmj-180	64	11	performance	performance	NOUN
ctmj-180	64	12	was	be	AUX
ctmj-180	64	13	benchmarked	benchmarke	VERB
ctmj-180	64	14	against	against	ADP
ctmj-180	64	15	that	that	PRON
ctmj-180	64	16	of	of	ADP
ctmj-180	64	17	an	an	DET
ctmj-180	64	18	expert	expert	NOUN
ctmj-180	64	19	pathologist	pathologist	NOUN
ctmj-180	64	20	and	and	CCONJ
ctmj-180	64	21	non	non	ADJ
ctmj-180	64	22	-	-	ADJ
ctmj-180	64	23	expert	expert	ADJ
ctmj-180	64	24	endoscopists	endoscopist	NOUN
ctmj-180	64	25	.	.	PUNCT
ctmj-180	65	1	in	in	ADP
ctmj-180	65	2	per	per	ADP
ctmj-180	65	3	-	-	PUNCT
ctmj-180	65	4	image	image	NOUN
ctmj-180	65	5	analysis	analysis	NOUN
ctmj-180	65	6	,	,	PUNCT
ctmj-180	65	7	the	the	DET
ctmj-180	65	8	ai	ai	NOUN
ctmj-180	65	9	model	model	NOUN
ctmj-180	65	10	achieved	achieve	VERB
ctmj-180	65	11	an	an	DET
ctmj-180	65	12	overall	overall	ADJ
ctmj-180	65	13	accu	accu	PROPN
ctmj-180	65	14	racy	racy	NOUN
ctmj-180	65	15	equal	equal	ADJ
ctmj-180	65	16	to	to	ADP
ctmj-180	65	17	that	that	PRON
ctmj-180	65	18	of	of	ADP
ctmj-180	65	19	the	the	DET
ctmj-180	65	20	pathologist	pathologist	NOUN
ctmj-180	65	21	(	(	PUNCT
ctmj-180	65	22	91.2	91.2	NUM
ctmj-180	65	23	%	%	NOUN
ctmj-180	65	24	vs.	vs.	ADP
ctmj-180	65	25	91.2	91.2	NUM
ctmj-180	65	26	%	%	NOUN
ctmj-180	65	27	)	)	PUNCT
ctmj-180	65	28	and	and	CCONJ
ctmj-180	65	29	outperformed	outperform	VERB
ctmj-180	65	30	the	the	DET
ctmj-180	65	31	two	two	NUM
ctmj-180	65	32	endoscopists	endoscopist	NOUN
ctmj-180	65	33	(	(	PUNCT
ctmj-180	65	34	91.2	91.2	NUM
ctmj-180	65	35	%	%	NOUN
ctmj-180	65	36	vs.	vs.	ADP
ctmj-180	65	37	85.9	85.9	NUM
ctmj-180	65	38	%	%	NOUN
ctmj-180	65	39	and	and	CCONJ
ctmj-180	65	40	91.2	91.2	NUM
ctmj-180	65	41	%	%	NOUN
ctmj-180	65	42	vs.	vs.	ADP
ctmj-180	65	43	83.3	83.3	NUM
ctmj-180	65	44	%	%	NOUN
ctmj-180	65	45	,	,	PUNCT
ctmj-180	65	46	respectively	respectively	ADV
ctmj-180	65	47	)	)	PUNCT
ctmj-180	65	48	.	.	PUNCT
ctmj-180	66	1	in	in	ADP
ctmj-180	66	2	per	per	ADP
ctmj-180	66	3	-	-	PUNCT
ctmj-180	66	4	patient	patient	NOUN
ctmj-180	66	5	analysis	analysis	NOUN
ctmj-180	66	6	,	,	PUNCT
ctmj-180	66	7	the	the	DET
ctmj-180	66	8	ai	ai	PROPN
ctmj-180	66	9	model	model	NOUN
ctmj-180	66	10	exhibited	exhibit	VERB
ctmj-180	66	11	higher	high	ADJ
ctmj-180	66	12	overall	overall	ADJ
ctmj-180	66	13	accuracy	accuracy	NOUN
ctmj-180	66	14	compared	compare	VERB
ctmj-180	66	15	to	to	ADP
ctmj-180	66	16	both	both	DET
ctmj-180	66	17	the	the	DET
ctmj-180	66	18	pathologist	pathologist	NOUN
ctmj-180	66	19	and	and	CCONJ
ctmj-180	66	20	the	the	DET
ctmj-180	66	21	two	two	NUM
ctmj-180	66	22	endos	endo	NOUN
ctmj-180	66	23	copists	copist	NOUN
ctmj-180	66	24	,	,	PUNCT
ctmj-180	66	25	with	with	ADP
ctmj-180	66	26	accuracies	accuracy	NOUN
ctmj-180	66	27	of	of	ADP
ctmj-180	66	28	94.7	94.7	NUM
ctmj-180	66	29	%	%	NOUN
ctmj-180	66	30	,	,	PUNCT
ctmj-180	66	31	92.1	92.1	NUM
ctmj-180	66	32	%	%	NOUN
ctmj-180	66	33	,	,	PUNCT
ctmj-180	66	34	86.8	86.8	NUM
ctmj-180	66	35	%	%	NOUN
ctmj-180	66	36	,	,	PUNCT
ctmj-180	66	37	and	and	CCONJ
ctmj-180	66	38	89.5	89.5	NUM
ctmj-180	66	39	%	%	NOUN
ctmj-180	66	40	,	,	PUNCT
ctmj-180	66	41	respectively	respectively	ADV
ctmj-180	66	42	.	.	PUNCT
ctmj-180	67	1	these	these	DET
ctmj-180	67	2	findings	finding	NOUN
ctmj-180	67	3	highlight	highlight	VERB
ctmj-180	67	4	the	the	DET
ctmj-180	67	5	potential	potential	NOUN
ctmj-180	67	6	of	of	ADP
ctmj-180	67	7	ai	ai	PROPN
ctmj-180	67	8	as	as	ADP
ctmj-180	67	9	a	a	DET
ctmj-180	67	10	valuable	valuable	ADJ
ctmj-180	67	11	tool	tool	NOUN
ctmj-180	67	12	in	in	ADP
ctmj-180	67	13	assisting	assist	VERB
ctmj-180	67	14	endoscopists	endoscopist	NOUN
ctmj-180	67	15	,	,	PUNCT
ctmj-180	67	16	particu	particu	PROPN
ctmj-180	67	17	larly	larly	ADV
ctmj-180	67	18	those	those	PRON
ctmj-180	67	19	without	without	ADP
ctmj-180	67	20	specialized	specialized	ADJ
ctmj-180	67	21	pathological	pathological	ADJ
ctmj-180	67	22	expertise	expertise	NOUN
ctmj-180	67	23	,	,	PUNCT
ctmj-180	67	24	in	in	ADP
ctmj-180	67	25	the	the	DET
ctmj-180	67	26	non	non	ADJ
ctmj-180	67	27	-	-	ADJ
ctmj-180	67	28	invasive	invasive	ADJ
ctmj-180	67	29	diagnosis	diagnosis	NOUN
ctmj-180	67	30	of	of	ADP
ctmj-180	67	31	escc	escc	ADJ
ctmj-180	67	32	and	and	CCONJ
ctmj-180	67	33	precancerous	precancerous	ADJ
ctmj-180	67	34	lesions	lesion	NOUN
ctmj-180	67	35	through	through	ADP
ctmj-180	67	36	endocytoscopy	endocytoscopy	NOUN
ctmj-180	67	37	,	,	PUNCT
ctmj-180	67	38	obviating	obviate	VERB
ctmj-180	67	39	the	the	DET
ctmj-180	67	40	need	need	NOUN
ctmj-180	67	41	for	for	ADP
ctmj-180	67	42	invasive	invasive	ADJ
ctmj-180	67	43	histological	histological	ADJ
ctmj-180	67	44	biopsies	biopsy	NOUN
ctmj-180	67	45	.	.	PUNCT
ctmj-180	68	1	bimodality	bimodality	NOUN
ctmj-180	68	2	or	or	CCONJ
ctmj-180	68	3	multimodality	multimodality	NOUN
ctmj-180	68	4	in	in	ADP
ctmj-180	68	5	clinical	clinical	ADJ
ctmj-180	68	6	practice	practice	NOUN
ctmj-180	68	7	,	,	PUNCT
ctmj-180	68	8	endoscopic	endoscopic	ADJ
ctmj-180	68	9	examinations	examination	NOUN
ctmj-180	68	10	often	often	ADV
ctmj-180	68	11	entail	entail	VERB
ctmj-180	68	12	the	the	DET
ctmj-180	68	13	use	use	NOUN
ctmj-180	68	14	of	of	ADP
ctmj-180	68	15	multiple	multiple	ADJ
ctmj-180	68	16	endoscopic	endoscopic	ADJ
ctmj-180	68	17	modalities	modality	NOUN
ctmj-180	68	18	.	.	PUNCT
ctmj-180	69	1	therefore	therefore	ADV
ctmj-180	69	2	,	,	PUNCT
ctmj-180	69	3	the	the	DET
ctmj-180	69	4	integration	integration	NOUN
ctmj-180	69	5	of	of	ADP
ctmj-180	69	6	two	two	NUM
ctmj-180	69	7	or	or	CCONJ
ctmj-180	69	8	more	more	ADJ
ctmj-180	69	9	modalities	modality	NOUN
ctmj-180	69	10	into	into	ADP
ctmj-180	69	11	bimodal	bimodal	NOUN
ctmj-180	69	12	or	or	CCONJ
ctmj-180	69	13	multimodal	multimodal	NOUN
ctmj-180	69	14	ai	ai	NOUN
ctmj-180	69	15	models	model	NOUN
ctmj-180	69	16	holds	hold	VERB
ctmj-180	69	17	greater	great	ADJ
ctmj-180	69	18	clinical	clinical	ADJ
ctmj-180	69	19	application	application	NOUN
ctmj-180	69	20	value	value	NOUN
ctmj-180	69	21	compared	compare	VERB
ctmj-180	69	22	to	to	ADP
ctmj-180	69	23	ai	ai	VERB
ctmj-180	69	24	models	model	NOUN
ctmj-180	69	25	based	base	VERB
ctmj-180	69	26	on	on	ADP
ctmj-180	69	27	a	a	DET
ctmj-180	69	28	single	single	ADJ
ctmj-180	69	29	modality	modality	NOUN
ctmj-180	69	30	.	.	PUNCT
ctmj-180	70	1	t	t	PROPN
ctmj-180	70	2	ab	ab	PROPN
ctmj-180	70	3	le	le	X
ctmj-180	70	4	1	1	NUM
ctmj-180	70	5	(	(	PUNCT
ctmj-180	70	6	c	c	NOUN
ctmj-180	70	7	o	o	NOUN
ctmj-180	70	8	n	n	CCONJ
ctmj-180	70	9	tin	tin	X
ctmj-180	70	10	ue	ue	PROPN
ctmj-180	70	11	d	d	NOUN
ctmj-180	70	12	)	)	PUNCT
ctmj-180	71	1	o	o	NOUN
ctmj-180	71	2	u	u	INTJ
ctmj-180	71	3	tc	tc	X
ctmj-180	71	4	om	om	NOUN
ctmj-180	71	5	es	es	X
ctmj-180	71	6	s	s	PROPN
ctmj-180	71	7	e	e	NOUN
ctmj-180	71	8	n	n	SYM
ctmj-180	71	9	s	s	PRON
ctmj-180	71	10	it	it	PRON
ctmj-180	71	11	iv	iv	VERB
ctmj-180	71	12	it	it	PRON
ctmj-180	71	13	y	y	PROPN
ctmj-180	71	14	8	8	NUM
ctmj-180	71	15	7	7	NUM
ctmj-180	71	16	.5	.5	NUM
ctmj-180	71	17	0	0	NUM
ctmj-180	72	1	%	%	NOUN
ctmj-180	73	1	c	c	NOUN
ctmj-180	74	1	o	o	NOUN
ctmj-180	74	2	m	m	VERB
ctmj-180	74	3	p	p	PROPN
ctmj-180	74	4	ar	ar	PROPN
ctmj-180	74	5	ed	ed	PROPN
ctmj-180	74	6	t	t	PROPN
ctmj-180	74	7	o	o	X
ctmj-180	75	1	en	en	INTJ
ctmj-180	75	2	d	d	X
ctmj-180	75	3	o	o	X
ctmj-180	75	4	sc	sc	INTJ
ctmj-180	75	5	o	o	NOUN
ctmj-180	75	6	pi	pi	PROPN
ctmj-180	75	7	st	st	PROPN
ctmj-180	75	8	s	s	PROPN
ctmj-180	75	9	n	n	PRON
ctmj-180	75	10	a	a	DET
ctmj-180	75	11	r	r	NOUN
ctmj-180	75	12	e	e	PROPN
ctmj-180	75	13	f.	f.	NOUN
ctmj-180	75	14	a	a	DET
ctmj-180	75	15	o	o	X
ctmj-180	75	16	y	y	PROPN
ctmj-180	75	17	am	be	AUX
ctmj-180	75	18	a	a	DET
ctmj-180	75	19	et	et	NOUN
ctmj-180	75	20	a	a	DET
ctmj-180	75	21	l[2	l[2	PROPN
ctmj-180	75	22	8	8	NUM
ctmj-180	75	23	]	]	PUNCT
ctmj-180	76	1	y	y	PROPN
ctmj-180	76	2	ea	ea	PROPN
ctmj-180	76	3	r	r	PROPN
ctmj-180	76	4	a	a	PRON
ctmj-180	77	1	i	i	NOUN
ctmj-180	77	2	m	m	PROPN
ctmj-180	77	3	e	e	NOUN
ctmj-180	77	4	nd	nd	ADV
ctmj-180	77	5	os	os	PROPN
ctmj-180	77	6	co	co	NOUN
ctmj-180	77	7	pi	pi	PROPN
ctmj-180	77	8	c	c	PROPN
ctmj-180	77	9	m	m	VERB
ctmj-180	77	10	o	o	NOUN
ctmj-180	78	1	d	d	X
ctmj-180	78	2	a	a	DET
ctmj-180	78	3	lit	light	VERB
ctmj-180	78	4	y	y	PROPN
ctmj-180	78	5	n	n	PRON
ctmj-180	78	6	b	b	NOUN
ctmj-180	79	1	i	i	PRON
ctmj-180	79	2	a	a	DET
ctmj-180	79	3	lg	lg	NOUN
ctmj-180	79	4	o	o	X
ctmj-180	79	5	ri	ri	PROPN
ctmj-180	79	6	th	th	X
ctmj-180	79	7	m	m	NOUN
ctmj-180	79	8	n	n	ADP
ctmj-180	79	9	a	a	DET
ctmj-180	79	10	t	t	NOUN
ctmj-180	79	11	ra	ra	NOUN
ctmj-180	79	12	in	in	ADV
ctmj-180	79	13	in	in	ADP
ctmj-180	79	14	g	g	PROPN
ctmj-180	79	15	d	d	PROPN
ctmj-180	79	16	a	a	PRON
ctmj-180	79	17	ta	ta	X
ctmj-180	79	18	s	s	PROPN
ctmj-180	79	19	e	e	PROPN
ctmj-180	79	20	t	t	PROPN
ctmj-180	79	21	2	2	NUM
ctmj-180	79	22	0	0	NUM
ctmj-180	79	23	0	0	NUM
ctmj-180	79	24	c	c	NOUN
ctmj-180	79	25	as	as	ADP
ctmj-180	79	26	es	es	ADP
ctmj-180	79	27	t	t	PROPN
ctmj-180	79	28	es	es	X
ctmj-180	79	29	t	t	PROPN
ctmj-180	80	1	d	d	X
ctmj-180	80	2	at	at	ADP
ctmj-180	80	3	as	as	ADP
ctmj-180	80	4	et	et	NOUN
ctmj-180	80	5	9	9	NUM
ctmj-180	80	6	7	7	NUM
ctmj-180	80	7	c	c	NOUN
ctmj-180	80	8	as	as	ADP
ctmj-180	80	9	es	es	ADP
ctmj-180	80	10	a	a	DET
ctmj-180	80	11	cc	cc	X
ctmj-180	80	12	u	u	NOUN
ctmj-180	80	13	ra	ra	PROPN
ctmj-180	80	14	cy	cy	INTJ
ctmj-180	80	15	4	4	NUM
ctmj-180	80	16	9	9	NUM
ctmj-180	80	17	.5	.5	NUM
ctmj-180	80	18	0	0	NUM
ctmj-180	81	1	%	%	NOUN
ctmj-180	81	2	s	s	PART
ctmj-180	81	3	p	p	X
ctmj-180	81	4	ec	ec	PROPN
ctmj-180	81	5	if	if	SCONJ
ctmj-180	81	6	ic	ic	PROPN
ctmj-180	81	7	it	it	PRON
ctmj-180	81	8	y	y	NOUN
ctmj-180	81	9	2	2	NUM
ctmj-180	81	10	2	2	NUM
ctmj-180	81	11	.8	.8	NUM
ctmj-180	81	12	0	0	NUM
ctmj-180	82	1	%	%	NOUN
ctmj-180	82	2	2	2	NUM
ctmj-180	82	3	0	0	NUM
ctmj-180	82	4	2	2	NUM
ctmj-180	82	5	2	2	NUM
ctmj-180	82	6	d	d	NOUN
ctmj-180	82	7	et	et	NOUN
ctmj-180	82	8	ec	ec	NOUN
ctmj-180	82	9	ti	ti	NOUN
ctmj-180	82	10	o	o	NOUN
ctmj-180	82	11	n	n	ADP
ctmj-180	82	12	o	o	NOUN
ctmj-180	82	13	f	f	X
ctmj-180	83	1	su	su	PROPN
ctmj-180	83	2	p	p	X
ctmj-180	83	3	er	er	INTJ
ctmj-180	83	4	fi	fi	NOUN
ctmj-180	83	5	ci	ci	PROPN
ctmj-180	83	6	al	al	PROPN
ctmj-180	83	7	e	e	PROPN
ctmj-180	83	8	s	s	PROPN
ctmj-180	83	9	c	c	NOUN
ctmj-180	83	10	c	c	NOUN
ctmj-180	83	11	2	2	NUM
ctmj-180	83	12	0	0	NUM
ctmj-180	83	13	2	2	NUM
ctmj-180	83	14	2	2	NUM
ctmj-180	83	15	d	d	NOUN
ctmj-180	83	16	et	et	NOUN
ctmj-180	83	17	ec	ec	NOUN
ctmj-180	83	18	ti	ti	NOUN
ctmj-180	83	19	o	o	NOUN
ctmj-180	83	20	n	n	ADP
ctmj-180	83	21	o	o	NOUN
ctmj-180	83	22	f	f	X
ctmj-180	84	1	su	su	PROPN
ctmj-180	84	2	p	p	X
ctmj-180	84	3	er	er	INTJ
ctmj-180	84	4	fi	fi	NOUN
ctmj-180	84	5	ci	ci	PROPN
ctmj-180	84	6	al	al	PROPN
ctmj-180	84	7	e	e	PROPN
ctmj-180	84	8	s	s	PROPN
ctmj-180	85	1	c	c	NOUN
ctmj-180	85	2	c	c	PROPN
ctmj-180	85	3	a	a	DET
ctmj-180	85	4	n	n	NOUN
ctmj-180	85	5	d	d	X
ctmj-180	85	6	p	p	NOUN
ctmj-180	85	7	re	re	ADP
ctmj-180	85	8	ca	ca	PROPN
ctmj-180	85	9	n	n	ADV
ctmj-180	85	10	ce	ce	PROPN
ctmj-180	85	11	ro	ro	X
ctmj-180	85	12	u	u	PROPN
ctmj-180	85	13	s	s	X
ctmj-180	85	14	le	le	X
ctmj-180	85	15	si	si	PROPN
ctmj-180	85	16	o	o	PROPN
ctmj-180	85	17	n	n	CCONJ
ctmj-180	85	18	s	s	X
ctmj-180	85	19	y	y	NOUN
ctmj-180	85	20	u	u	NOUN
ctmj-180	85	21	an	an	DET
ctmj-180	85	22	e	e	PROPN
ctmj-180	85	23	t	t	PROPN
ctmj-180	85	24	a	a	DET
ctmj-180	85	25	l[3	l[3	PROPN
ctmj-180	85	26	5	5	NUM
ctmj-180	85	27	]	]	PUNCT
ctmj-180	85	28	w	w	NOUN
ctmj-180	85	29	l	l	NOUN
ctmj-180	85	30	i	i	PROPN
ctmj-180	85	31	,	,	PUNCT
ctmj-180	85	32	n	n	PROPN
ctmj-180	85	33	b	b	PROPN
ctmj-180	86	1	i	i	PRON
ctmj-180	86	2	,	,	PUNCT
ctmj-180	86	3	i	i	PRON
ctmj-180	86	4	o	o	VERB
ctmj-180	87	1	d	d	X
ctmj-180	87	2	in	in	ADP
ctmj-180	87	3	e	e	PROPN
ctmj-180	87	4	st	st	PROPN
ctmj-180	87	5	ai	ai	PROPN
ctmj-180	87	6	n	n	ADV
ctmj-180	87	7	in	in	ADP
ctmj-180	87	8	g	g	PROPN
ctmj-180	87	9	,	,	PUNCT
ctmj-180	87	10	a	a	DET
ctmj-180	87	11	n	n	NOUN
ctmj-180	88	1	d	d	NOUN
ctmj-180	88	2	m	m	NOUN
ctmj-180	89	1	e	e	X
ctmj-180	89	2	-n	-n	X
ctmj-180	89	3	b	b	X
ctmj-180	89	4	i	i	NOUN
ctmj-180	89	5	y	y	NOUN
ctmj-180	90	1	o	o	X
ctmj-180	90	2	l	l	X
ctmj-180	91	1	o	o	X
ctmj-180	91	2	v	v	NOUN
ctmj-180	91	3	3	3	NUM
ctmj-180	91	4	4	4	NUM
ctmj-180	91	5	5	5	NUM
ctmj-180	91	6	,	,	PUNCT
ctmj-180	91	7	7	7	NUM
ctmj-180	91	8	7	7	NUM
ctmj-180	91	9	0	0	NUM
ctmj-180	92	1	i	i	PRON
ctmj-180	92	2	m	m	VERB
ctmj-180	92	3	ag	ag	PROPN
ctmj-180	92	4	es	es	ADP
ctmj-180	92	5	8	8	NUM
ctmj-180	92	6	1	1	NUM
ctmj-180	92	7	6	6	NUM
ctmj-180	92	8	3	3	NUM
ctmj-180	93	1	i	i	NOUN
ctmj-180	93	2	m	m	VERB
ctmj-180	93	3	ag	ag	PROPN
ctmj-180	93	4	es	es	ADP
ctmj-180	93	5	a	a	DET
ctmj-180	93	6	n	n	NOUN
ctmj-180	93	7	d	d	NOUN
ctmj-180	93	8	9	9	NUM
ctmj-180	93	9	1	1	NUM
ctmj-180	93	10	.1	.1	NUM
ctmj-180	93	11	%	%	NOUN
ctmj-180	93	12	(	(	PUNCT
ctmj-180	93	13	in	in	ADP
ctmj-180	93	14	te	te	PROPN
ctmj-180	93	15	rn	rn	PROPN
ctmj-180	93	16	al	al	PROPN
ctmj-180	93	17	v	v	PROPN
ctmj-180	93	18	al	al	PROPN
ctmj-180	93	19	i	i	PROPN
ctmj-180	93	20	d	d	PROPN
ctmj-180	94	1	a	a	DET
ctmj-180	94	2	9	9	NUM
ctmj-180	94	3	6	6	NUM
ctmj-180	94	4	.9	.9	NUM
ctmj-180	94	5	%	%	NOUN
ctmj-180	94	6	(	(	PUNCT
ctmj-180	94	7	in	in	ADP
ctmj-180	94	8	te	te	PROPN
ctmj-180	94	9	rn	rn	PROPN
ctmj-180	94	10	al	al	PROPN
ctmj-180	94	11	va	va	PROPN
ctmj-180	94	12	li	li	PROPN
ctmj-180	95	1	d	d	PROPN
ctmj-180	95	2	at	at	ADP
ctmj-180	95	3	io	io	PROPN
ctmj-180	95	4	n	n	PRON
ctmj-180	95	5	)	)	PUNCT
ctmj-180	95	6	,	,	PUNCT
ctmj-180	95	7	9	9	NUM
ctmj-180	95	8	7	7	NUM
ctmj-180	95	9	.2	.2	NUM
ctmj-180	95	10	%	%	NOUN
ctmj-180	95	11	(	(	PUNCT
ctmj-180	95	12	e	e	NOUN
ctmj-180	95	13	xt	xt	PROPN
ctmj-180	95	14	er	er	INTJ
ctmj-180	95	15	n	n	ADV
ctmj-180	95	16	al	al	PROPN
ctmj-180	95	17	v	v	PROPN
ctmj-180	95	18	al	al	PROPN
ctmj-180	95	19	i	i	PROPN
ctmj-180	95	20	d	d	PROPN
ctmj-180	95	21	at	at	ADP
ctmj-180	95	22	io	io	PROPN
ctmj-180	95	23	n	n	PROPN
ctmj-180	95	24	)	)	PUNCT
ctmj-180	95	25	,	,	PUNCT
ctmj-180	95	26	9	9	NUM
ctmj-180	95	27	7	7	NUM
ctmj-180	95	28	.4	.4	NUM
ctmj-180	95	29	%	%	NOUN
ctmj-180	95	30	(	(	PUNCT
ctmj-180	95	31	vi	vi	NOUN
ctmj-180	96	1	d	d	X
ctmj-180	96	2	eo	eo	PROPN
ctmj-180	96	3	va	va	PROPN
ctmj-180	96	4	li	li	PROPN
ctmj-180	96	5	d	d	PROPN
ctmj-180	96	6	at	at	ADP
ctmj-180	96	7	io	io	PROPN
ctmj-180	96	8	n	n	CCONJ
ctmj-180	96	9	)	)	PUNCT
ctmj-180	96	10	9	9	NUM
ctmj-180	96	11	9	9	NUM
ctmj-180	96	12	.2	.2	NUM
ctmj-180	96	13	3	3	NUM
ctmj-180	96	14	%	%	NOUN
ctmj-180	96	15	(	(	PUNCT
ctmj-180	96	16	in	in	ADP
ctmj-180	96	17	te	te	PROPN
ctmj-180	96	18	rn	rn	PROPN
ctmj-180	96	19	al	al	PROPN
ctmj-180	96	20	va	va	PROPN
ctmj-180	96	21	li	li	PROPN
ctmj-180	97	1	d	d	PROPN
ctmj-180	97	2	at	at	ADP
ctmj-180	97	3	io	io	PROPN
ctmj-180	97	4	n	n	PRON
ctmj-180	97	5	)	)	PUNCT
ctmj-180	97	6	,	,	PUNCT
ctmj-180	97	7	9	9	NUM
ctmj-180	97	8	1	1	NUM
ctmj-180	97	9	.6	.6	NUM
ctmj-180	97	10	0	0	NUM
ctmj-180	97	11	%	%	NOUN
ctmj-180	97	12	(	(	PUNCT
ctmj-180	97	13	e	e	NOUN
ctmj-180	97	14	xt	xt	PROPN
ctmj-180	97	15	er	er	INTJ
ctmj-180	97	16	n	n	ADV
ctmj-180	97	17	al	al	PROPN
ctmj-180	97	18	v	v	PROPN
ctmj-180	97	19	al	al	PROPN
ctmj-180	97	20	i	i	PROPN
ctmj-180	97	21	d	d	PROPN
ctmj-180	97	22	at	at	ADP
ctmj-180	97	23	io	io	PROPN
ctmj-180	97	24	n	n	CCONJ
ctmj-180	97	25	)	)	PUNCT
ctmj-180	97	26	8	8	NUM
ctmj-180	97	27	3	3	NUM
ctmj-180	97	28	.1	.1	NUM
ctmj-180	97	29	%	%	NOUN
ctmj-180	97	30	(	(	PUNCT
ctmj-180	97	31	in	in	ADP
ctmj-180	97	32	te	te	PROPN
ctmj-180	97	33	rn	rn	PROPN
ctmj-180	97	34	al	al	PROPN
ctmj-180	97	35	v	v	PROPN
ctmj-180	97	36	al	al	PROPN
ctmj-180	97	37	i	i	PROPN
ctmj-180	97	38	d	d	PROPN
ctmj-180	97	39	a	a	DET
ctmj-180	97	40	ti	ti	NOUN
ctmj-180	97	41	o	o	NOUN
ctmj-180	97	42	n	n	PROPN
ctmj-180	97	43	)	)	PUNCT
ctmj-180	97	44	,	,	PUNCT
ctmj-180	97	45	8	8	NUM
ctmj-180	97	46	2	2	NUM
ctmj-180	97	47	.3	.3	NUM
ctmj-180	97	48	%	%	NOUN
ctmj-180	97	49	(	(	PUNCT
ctmj-180	97	50	ex	ex	X
ctmj-180	97	51	te	te	PROPN
ctmj-180	97	52	rn	rn	PROPN
ctmj-180	97	53	al	al	PROPN
ctmj-180	97	54	va	va	PROPN
ctmj-180	97	55	li	li	PROPN
ctmj-180	98	1	d	d	PROPN
ctmj-180	98	2	at	at	ADP
ctmj-180	98	3	io	io	PROPN
ctmj-180	98	4	n	n	PRON
ctmj-180	98	5	)	)	PUNCT
ctmj-180	98	6	,	,	PUNCT
ctmj-180	98	7	8	8	NUM
ctmj-180	98	8	3	3	NUM
ctmj-180	98	9	.3	.3	NUM
ctmj-180	98	10	%	%	NOUN
ctmj-180	98	11	(	(	PUNCT
ctmj-180	98	12	vi	vi	NOUN
ctmj-180	98	13	d	d	X
ctmj-180	98	14	eo	eo	PROPN
ctmj-180	98	15	va	va	PROPN
ctmj-180	98	16	li	li	PROPN
ctmj-180	99	1	d	d	PROPN
ctmj-180	99	2	at	at	ADP
ctmj-180	99	3	io	io	PROPN
ctmj-180	99	4	n	n	CCONJ
ctmj-180	99	5	)	)	PUNCT
ctmj-180	99	6	c	c	X
ctmj-180	100	1	o	o	NOUN
ctmj-180	100	2	m	m	VERB
ctmj-180	100	3	p	p	PROPN
ctmj-180	100	4	ar	ar	PROPN
ctmj-180	100	5	ab	ab	PROPN
ctmj-180	100	6	le	le	PROPN
ctmj-180	100	7	to	to	ADP
ctmj-180	100	8	e	e	PROPN
ctmj-180	100	9	xp	xp	INTJ
ctmj-180	100	10	er	er	INTJ
ctmj-180	100	11	ie	ie	X
ctmj-180	100	12	n	n	X
ctmj-180	100	13	ce	ce	PROPN
ctmj-180	100	14	d	d	X
ctmj-180	100	15	en	en	PROPN
ctmj-180	100	16	d	d	X
ctmj-180	100	17	o	o	X
ctmj-180	100	18	sc	sc	INTJ
ctmj-180	101	1	o	o	X
ctmj-180	101	2	p	p	NOUN
ctmj-180	101	3	is	be	AUX
ctmj-180	101	4	ts	ts	ADP
ctmj-180	101	5	1	1	NUM
ctmj-180	101	6	4	4	NUM
ctmj-180	101	7	2	2	NUM
ctmj-180	101	8	v	v	NOUN
ctmj-180	101	9	i	i	PROPN
ctmj-180	101	10	d	d	PROPN
ctmj-180	101	11	eo	eo	PROPN
ctmj-180	101	12	s	s	VERB
ctmj-180	101	13	ti	ti	NOUN
ctmj-180	101	14	o	o	NOUN
ctmj-180	101	15	n	n	PROPN
ctmj-180	101	16	)	)	PUNCT
ctmj-180	101	17	,	,	PUNCT
ctmj-180	101	18	9	9	NUM
ctmj-180	101	19	1	1	NUM
ctmj-180	101	20	.2	.2	NUM
ctmj-180	101	21	%	%	NOUN
ctmj-180	101	22	(	(	PUNCT
ctmj-180	101	23	ex	ex	X
ctmj-180	101	24	te	te	PROPN
ctmj-180	101	25	rn	rn	PROPN
ctmj-180	101	26	al	al	PROPN
ctmj-180	101	27	va	va	PROPN
ctmj-180	101	28	li	li	PROPN
ctmj-180	102	1	d	d	PROPN
ctmj-180	102	2	at	at	ADP
ctmj-180	102	3	io	io	PROPN
ctmj-180	102	4	n	n	PRON
ctmj-180	102	5	)	)	PUNCT
ctmj-180	102	6	,	,	PUNCT
ctmj-180	102	7	9	9	NUM
ctmj-180	102	8	0	0	NUM
ctmj-180	102	9	.8	.8	NUM
ctmj-180	102	10	%	%	NOUN
ctmj-180	102	11	(	(	PUNCT
ctmj-180	102	12	v	v	NOUN
ctmj-180	102	13	i	i	PROPN
ctmj-180	102	14	d	d	PROPN
ctmj-180	102	15	eo	eo	PROPN
ctmj-180	102	16	v	v	PROPN
ctmj-180	102	17	al	al	PROPN
ctmj-180	102	18	i	i	PROPN
ctmj-180	102	19	d	d	PROPN
ctmj-180	102	20	at	at	ADP
ctmj-180	102	21	io	io	PROPN
ctmj-180	102	22	n	n	PROPN
ctmj-180	102	23	)	)	PUNCT
ctmj-180	102	24	f	f	PROPN
ctmj-180	103	1	en	en	ADP
ctmj-180	103	2	g	g	PROPN
ctmj-180	103	3	et	et	PROPN
ctmj-180	103	4	a	a	DET
ctmj-180	103	5	l[1	l[1	ADJ
ctmj-180	103	6	5	5	NUM
ctmj-180	103	7	]	]	SYM
ctmj-180	103	8	2	2	NUM
ctmj-180	103	9	0	0	NUM
ctmj-180	103	10	2	2	NUM
ctmj-180	103	11	3	3	NUM
ctmj-180	104	1	i	i	NOUN
ctmj-180	104	2	d	d	X
ctmj-180	104	3	en	en	X
ctmj-180	104	4	ti	ti	PROPN
ctmj-180	104	5	fi	fi	NOUN
ctmj-180	104	6	ca	can	AUX
ctmj-180	104	7	ti	ti	NOUN
ctmj-180	104	8	o	o	NOUN
ctmj-180	104	9	n	n	ADP
ctmj-180	104	10	o	o	NOUN
ctmj-180	104	11	f	f	X
ctmj-180	104	12	su	su	PROPN
ctmj-180	105	1	p	p	X
ctmj-180	105	2	er	er	INTJ
ctmj-180	105	3	fi	fi	NOUN
ctmj-180	105	4	ci	ci	PROPN
ctmj-180	105	5	al	al	PROPN
ctmj-180	105	6	e	e	PROPN
ctmj-180	105	7	sc	sc	PROPN
ctmj-180	105	8	c	c	PROPN
ctmj-180	105	9	w	w	PROPN
ctmj-180	105	10	l	l	NOUN
ctmj-180	106	1	i	i	PRON
ctmj-180	106	2	r	r	NOUN
ctmj-180	106	3	es	es	X
ctmj-180	106	4	n	n	INTJ
ctmj-180	106	5	et	et	NOUN
ctmj-180	106	6	5	5	NUM
ctmj-180	106	7	0	0	NUM
ctmj-180	106	8	5	5	NUM
ctmj-180	106	9	8	8	NUM
ctmj-180	106	10	9	9	NUM
ctmj-180	106	11	2	2	NUM
ctmj-180	106	12	i	i	NOUN
ctmj-180	106	13	m	m	VERB
ctmj-180	106	14	ag	ag	NOUN
ctmj-180	106	15	es	es	ADP
ctmj-180	106	16	4	4	NUM
ctmj-180	106	17	5	5	NUM
ctmj-180	106	18	2	2	NUM
ctmj-180	106	19	9	9	NUM
ctmj-180	107	1	i	i	PRON
ctmj-180	107	2	m	m	VERB
ctmj-180	107	3	ag	ag	NOUN
ctmj-180	107	4	es	es	ADP
ctmj-180	107	5	9	9	NUM
ctmj-180	107	6	0	0	NUM
ctmj-180	107	7	.6	.6	NUM
ctmj-180	107	8	0	0	NUM
ctmj-180	107	9	%	%	NOUN
ctmj-180	107	10	(	(	PUNCT
ctmj-180	107	11	in	in	ADP
ctmj-180	107	12	te	te	PROPN
ctmj-180	107	13	rn	rn	PROPN
ctmj-180	107	14	al	al	PROPN
ctmj-180	107	15	va	va	PROPN
ctmj-180	107	16	li	li	PROPN
ctmj-180	108	1	d	d	PROPN
ctmj-180	108	2	at	at	ADP
ctmj-180	108	3	io	io	PROPN
ctmj-180	108	4	n	n	PROPN
ctmj-180	108	5	)	)	PUNCT
ctmj-180	108	6	;	;	PUNCT
ctmj-180	108	7	9	9	NUM
ctmj-180	108	8	0	0	NUM
ctmj-180	108	9	.3	.3	NUM
ctmj-180	108	10	9	9	NUM
ctmj-180	108	11	%	%	NOUN
ctmj-180	108	12	(	(	PUNCT
ctmj-180	108	13	e	e	NOUN
ctmj-180	108	14	xt	xt	PROPN
ctmj-180	108	15	er	er	INTJ
ctmj-180	108	16	n	n	ADV
ctmj-180	108	17	al	al	PROPN
ctmj-180	108	18	v	v	PROPN
ctmj-180	108	19	al	al	PROPN
ctmj-180	108	20	i	i	PROPN
ctmj-180	108	21	d	d	PROPN
ctmj-180	108	22	at	at	ADP
ctmj-180	108	23	io	io	PROPN
ctmj-180	108	24	n	n	CCONJ
ctmj-180	108	25	)	)	PUNCT
ctmj-180	108	26	8	8	NUM
ctmj-180	108	27	4	4	NUM
ctmj-180	108	28	.6	.6	NUM
ctmj-180	108	29	6	6	NUM
ctmj-180	108	30	%	%	NOUN
ctmj-180	108	31	(	(	PUNCT
ctmj-180	108	32	in	in	ADP
ctmj-180	108	33	te	te	PROPN
ctmj-180	108	34	rn	rn	PROPN
ctmj-180	108	35	al	al	PROPN
ctmj-180	108	36	v	v	PROPN
ctmj-180	108	37	al	al	PROPN
ctmj-180	108	38	i	i	PROPN
ctmj-180	108	39	d	d	PROPN
ctmj-180	108	40	a	a	DET
ctmj-180	108	41	ti	ti	NOUN
ctmj-180	108	42	o	o	NOUN
ctmj-180	108	43	n	n	PROPN
ctmj-180	108	44	)	)	PUNCT
ctmj-180	108	45	,	,	PUNCT
ctmj-180	108	46	8	8	NUM
ctmj-180	108	47	8	8	NUM
ctmj-180	108	48	.8	.8	NUM
ctmj-180	108	49	9	9	NUM
ctmj-180	108	50	%	%	NOUN
ctmj-180	108	51	(	(	PUNCT
ctmj-180	108	52	ex	ex	X
ctmj-180	108	53	te	te	PROPN
ctmj-180	108	54	rn	rn	PROPN
ctmj-180	108	55	al	al	PROPN
ctmj-180	108	56	va	va	PROPN
ctmj-180	108	57	li	li	PROPN
ctmj-180	109	1	d	d	PROPN
ctmj-180	109	2	at	at	ADP
ctmj-180	109	3	io	io	PROPN
ctmj-180	109	4	n	n	CCONJ
ctmj-180	109	5	)	)	PUNCT
ctmj-180	109	6	c	c	X
ctmj-180	110	1	o	o	NOUN
ctmj-180	110	2	m	m	VERB
ctmj-180	110	3	p	p	PROPN
ctmj-180	110	4	ar	ar	PROPN
ctmj-180	110	5	ab	ab	PROPN
ctmj-180	110	6	le	le	PROPN
ctmj-180	110	7	t	t	PROPN
ctmj-180	110	8	o	o	X
ctmj-180	111	1	ex	ex	X
ctmj-180	111	2	p	p	X
ctmj-180	111	3	er	er	INTJ
ctmj-180	111	4	ts	ts	X
ctmj-180	111	5	;	;	PUNCT
ctmj-180	111	6	s	s	VERB
ctmj-180	111	7	u	u	NOUN
ctmj-180	111	8	p	p	X
ctmj-180	111	9	er	er	INTJ
ctmj-180	111	10	io	io	X
ctmj-180	111	11	r	r	NOUN
ctmj-180	111	12	to	to	ADP
ctmj-180	111	13	n	n	NUM
ctmj-180	111	14	o	o	NOUN
ctmj-180	112	1	n	n	CCONJ
ctmj-180	112	2	-e	-e	PROPN
ctmj-180	112	3	xp	xp	INTJ
ctmj-180	112	4	er	er	INTJ
ctmj-180	112	5	ts	ts	ADP
ctmj-180	112	6	n	n	DET
ctmj-180	113	1	a	a	DET
ctmj-180	113	2	c	c	NOUN
ctmj-180	113	3	h	h	NOUN
ctmj-180	113	4	o	o	X
ctmj-180	113	5	u	u	NOUN
ctmj-180	113	6	e	e	PROPN
ctmj-180	113	7	t	t	PROPN
ctmj-180	113	8	a	a	DET
ctmj-180	113	9	l[2	l[2	PROPN
ctmj-180	113	10	2	2	NUM
ctmj-180	113	11	]	]	SYM
ctmj-180	113	12	2	2	NUM
ctmj-180	113	13	0	0	NUM
ctmj-180	113	14	2	2	NUM
ctmj-180	113	15	3	3	NUM
ctmj-180	113	16	i	i	NOUN
ctmj-180	113	17	d	d	PROPN
ctmj-180	113	18	en	en	X
ctmj-180	113	19	ti	ti	PROPN
ctmj-180	113	20	fi	fi	NOUN
ctmj-180	113	21	ca	can	AUX
ctmj-180	113	22	ti	ti	NOUN
ctmj-180	113	23	o	o	NOUN
ctmj-180	113	24	n	n	ADP
ctmj-180	113	25	o	o	X
ctmj-180	113	26	f	f	X
ctmj-180	113	27	e	e	PROPN
ctmj-180	113	28	sc	sc	PROPN
ctmj-180	113	29	c	c	PROPN
ctmj-180	113	30	a	a	DET
ctmj-180	113	31	n	n	NOUN
ctmj-180	113	32	d	d	NOUN
ctmj-180	113	33	h	h	NOUN
ctmj-180	114	1	ig	ig	INTJ
ctmj-180	114	2	h	h	NOUN
ctmj-180	115	1	-g	-g	PUNCT
ctmj-180	115	2	ra	ra	PROPN
ctmj-180	116	1	d	d	X
ctmj-180	116	2	e	e	PROPN
ctmj-180	116	3	d	d	X
ctmj-180	116	4	ys	ys	NOUN
ctmj-180	116	5	p	p	PROPN
ctmj-180	116	6	la	la	INTJ
ctmj-180	116	7	si	si	PROPN
ctmj-180	117	1	a	a	DET
ctmj-180	117	2	w	w	NOUN
ctmj-180	117	3	l	l	NOUN
ctmj-180	117	4	i	i	PRON
ctmj-180	117	5	a	a	PRON
ctmj-180	117	6	n	n	NOUN
ctmj-180	117	7	d	d	PROPN
ctmj-180	117	8	n	n	ADP
ctmj-180	117	9	b	b	NOUN
ctmj-180	118	1	i	i	NOUN
ctmj-180	118	2	e	e	PROPN
ctmj-180	119	1	ff	ff	INTJ
ctmj-180	119	2	ic	ic	PROPN
ctmj-180	119	3	ie	ie	PROPN
ctmj-180	119	4	n	n	PROPN
ctmj-180	119	5	tn	tn	PROPN
ctmj-180	119	6	et	et	PROPN
ctmj-180	119	7	a	a	DET
ctmj-180	119	8	n	n	NOUN
ctmj-180	119	9	d	d	PROPN
ctmj-180	119	10	v	v	NOUN
ctmj-180	119	11	is	be	AUX
ctmj-180	119	12	io	io	PROPN
ctmj-180	119	13	n	n	ADP
ctmj-180	119	14	t	t	PROPN
ctmj-180	119	15	ra	ra	PROPN
ctmj-180	120	1	n	n	ADV
ctmj-180	120	2	sf	sf	NOUN
ctmj-180	120	3	o	o	PROPN
ctmj-180	120	4	rm	rm	NOUN
ctmj-180	121	1	er	er	INTJ
ctmj-180	121	2	n	n	ADV
ctmj-180	121	3	et	et	NOUN
ctmj-180	121	4	w	w	NOUN
ctmj-180	121	5	o	o	NOUN
ctmj-180	121	6	rk	rk	NOUN
ctmj-180	122	1	s	s	NOUN
ctmj-180	122	2	1	1	NUM
ctmj-180	122	3	0	0	NUM
ctmj-180	122	4	0	0	NUM
ctmj-180	122	5	2	2	NUM
ctmj-180	123	1	i	i	PRON
ctmj-180	123	2	m	m	VERB
ctmj-180	123	3	ag	ag	PROPN
ctmj-180	123	4	es	es	PROPN
ctmj-180	123	5	ac	ac	PROPN
ctmj-180	123	6	cu	cu	PROPN
ctmj-180	123	7	ra	ra	PROPN
ctmj-180	123	8	cy	cy	INTJ
ctmj-180	123	9	:	:	PUNCT
ctmj-180	123	10	9	9	NUM
ctmj-180	123	11	6	6	NUM
ctmj-180	123	12	.3	.3	NUM
ctmj-180	123	13	2	2	NUM
ctmj-180	123	14	%	%	NOUN
ctmj-180	123	15	,	,	PUNCT
ctmj-180	123	16	p	p	X
ctmj-180	123	17	re	re	VERB
ctmj-180	123	18	ci	ci	NOUN
ctmj-180	123	19	si	si	PROPN
ctmj-180	123	20	o	o	PROPN
ctmj-180	124	1	n	n	CCONJ
ctmj-180	124	2	:	:	PUNCT
ctmj-180	124	3	9	9	NUM
ctmj-180	124	4	6	6	NUM
ctmj-180	124	5	.4	.4	NUM
ctmj-180	124	6	4	4	NUM
ctmj-180	124	7	%	%	NOUN
ctmj-180	124	8	t	t	NOUN
ctmj-180	124	9	an	an	PRON
ctmj-180	125	1	i	i	PRON
ctmj-180	125	2	et	et	PROPN
ctmj-180	125	3	a	a	DET
ctmj-180	125	4	l[2	l[2	PROPN
ctmj-180	125	5	7	7	NUM
ctmj-180	125	6	]	]	SYM
ctmj-180	125	7	2	2	NUM
ctmj-180	125	8	0	0	NUM
ctmj-180	125	9	2	2	NUM
ctmj-180	125	10	3	3	NUM
ctmj-180	125	11	d	d	PROPN
ctmj-180	125	12	ia	ia	PROPN
ctmj-180	126	1	gn	gn	INTJ
ctmj-180	126	2	o	o	INTJ
ctmj-180	126	3	si	si	PROPN
ctmj-180	127	1	s	s	X
ctmj-180	127	2	o	o	X
ctmj-180	127	3	f	f	X
ctmj-180	127	4	su	su	PROPN
ctmj-180	128	1	p	p	X
ctmj-180	128	2	er	er	INTJ
ctmj-180	128	3	fi	fi	NOUN
ctmj-180	128	4	ci	ci	PROPN
ctmj-180	128	5	al	al	PROPN
ctmj-180	128	6	e	e	PROPN
ctmj-180	128	7	s	s	PROPN
ctmj-180	128	8	c	c	NOUN
ctmj-180	128	9	c	c	NOUN
ctmj-180	128	10	n	n	ADP
ctmj-180	128	11	o	o	PROPN
ctmj-180	128	12	n	n	CCONJ
ctmj-180	128	13	-m	-m	PROPN
ctmj-180	128	14	e	e	X
ctmj-180	128	15	a	a	PROPN
ctmj-180	128	16	n	n	NOUN
ctmj-180	128	17	d	d	NOUN
ctmj-180	128	18	m	m	NOUN
ctmj-180	128	19	e	e	NOUN
ctmj-180	128	20	r	r	NOUN
ctmj-180	128	21	es	es	ADP
ctmj-180	128	22	n	n	INTJ
ctmj-180	128	23	et	et	NOUN
ctmj-180	128	24	-1	-1	NOUN
ctmj-180	128	25	0	0	NUM
ctmj-180	129	1	1	1	NUM
ctmj-180	129	2	×	×	NOUN
ctmj-180	129	3	1	1	NUM
ctmj-180	129	4	2	2	NUM
ctmj-180	129	5	9	9	NUM
ctmj-180	129	6	,	,	PUNCT
ctmj-180	129	7	7	7	NUM
ctmj-180	129	8	9	9	NUM
ctmj-180	129	9	4	4	NUM
ctmj-180	129	10	i	i	NOUN
ctmj-180	129	11	m	m	VERB
ctmj-180	129	12	ag	ag	PROPN
ctmj-180	129	13	es	es	ADP
ctmj-180	129	14	2	2	NUM
ctmj-180	129	15	3	3	NUM
ctmj-180	129	16	7	7	NUM
ctmj-180	129	17	l	l	NOUN
ctmj-180	129	18	es	es	X
ctmj-180	129	19	io	io	X
ctmj-180	129	20	n	n	X
ctmj-180	129	21	s	s	PART
ctmj-180	129	22	8	8	NUM
ctmj-180	129	23	0	0	NUM
ctmj-180	129	24	.6	.6	NUM
ctmj-180	129	25	0	0	NUM
ctmj-180	130	1	%	%	NOUN
ctmj-180	130	2	6	6	NUM
ctmj-180	130	3	8	8	NUM
ctmj-180	130	4	.2	.2	NUM
ctmj-180	130	5	0	0	NUM
ctmj-180	131	1	%	%	NOUN
ctmj-180	131	2	8	8	NUM
ctmj-180	131	3	3	3	NUM
ctmj-180	131	4	.4	.4	NUM
ctmj-180	131	5	0	0	NUM
ctmj-180	132	1	%	%	NOUN
ctmj-180	133	1	n	n	CCONJ
ctmj-180	133	2	o	o	NOUN
ctmj-180	133	3	n	n	CCONJ
ctmj-180	133	4	-i	-i	NUM
ctmj-180	133	5	n	n	NUM
ctmj-180	133	6	fe	fe	X
ctmj-180	133	7	ri	ri	INTJ
ctmj-180	134	1	o	o	X
ctmj-180	134	2	ri	ri	INTJ
ctmj-180	135	1	ty	ty	INTJ
ctmj-180	135	2	n	n	NUM
ctmj-180	135	3	o	o	NOUN
ctmj-180	135	4	t	t	NOUN
ctmj-180	135	5	p	p	X
ctmj-180	135	6	ro	ro	INTJ
ctmj-180	135	7	ve	ve	PROPN
ctmj-180	135	8	n	n	PROPN
ctmj-180	135	9	b	b	PROPN
ctmj-180	135	10	l	l	NOUN
ctmj-180	136	1	i	i	PRON
ctmj-180	136	2	:	:	PUNCT
ctmj-180	136	3	b	b	X
ctmj-180	136	4	lu	lu	NOUN
ctmj-180	136	5	e	e	NOUN
ctmj-180	136	6	l	l	NOUN
ctmj-180	136	7	a	a	X
ctmj-180	136	8	se	se	X
ctmj-180	136	9	r	r	PROPN
ctmj-180	136	10	i	i	PRON
ctmj-180	136	11	m	m	VERB
ctmj-180	136	12	a	a	DET
ctmj-180	136	13	gi	gi	NOUN
ctmj-180	137	1	n	n	ADV
ctmj-180	137	2	g	g	NOUN
ctmj-180	137	3	;	;	PUNCT
ctmj-180	138	1	d	d	PROPN
ctmj-180	138	2	n	n	PRON
ctmj-180	138	3	n	n	NOUN
ctmj-180	138	4	:	:	PUNCT
ctmj-180	138	5	d	d	X
ctmj-180	138	6	e	e	X
ctmj-180	138	7	e	e	NOUN
ctmj-180	138	8	p	p	PROPN
ctmj-180	138	9	n	n	PROPN
ctmj-180	138	10	e	e	X
ctmj-180	138	11	u	u	NOUN
ctmj-180	138	12	ra	ra	PROPN
ctmj-180	138	13	l	l	NOUN
ctmj-180	138	14	n	n	ADP
ctmj-180	138	15	e	e	X
ctmj-180	138	16	tw	tw	NOUN
ctmj-180	138	17	o	o	INTJ
ctmj-180	138	18	rk	rk	NOUN
ctmj-180	138	19	;	;	PUNCT
ctmj-180	138	20	e	e	X
ctmj-180	138	21	c	c	NOUN
ctmj-180	138	22	:	:	PUNCT
ctmj-180	139	1	e	e	X
ctmj-180	139	2	so	so	ADV
ctmj-180	139	3	p	p	PROPN
ctmj-180	139	4	h	h	NOUN
ctmj-180	139	5	a	a	DET
ctmj-180	139	6	g	g	NOUN
ctmj-180	139	7	e	e	PROPN
ctmj-180	139	8	a	a	DET
ctmj-180	139	9	l	l	NOUN
ctmj-180	139	10	ca	ca	AUX
ctmj-180	139	11	n	n	ADV
ctmj-180	139	12	ce	ce	VERB
ctmj-180	139	13	r	r	NOUN
ctmj-180	139	14	;	;	PUNCT
ctmj-180	139	15	e	e	X
ctmj-180	139	16	s	s	PROPN
ctmj-180	139	17	c	c	NOUN
ctmj-180	139	18	c	c	NOUN
ctmj-180	139	19	:	:	PUNCT
ctmj-180	140	1	e	e	X
ctmj-180	140	2	so	so	ADV
ctmj-180	140	3	p	p	PROPN
ctmj-180	140	4	h	h	NOUN
ctmj-180	140	5	a	a	DET
ctmj-180	140	6	g	g	NOUN
ctmj-180	140	7	e	e	PROPN
ctmj-180	140	8	a	a	DET
ctmj-180	140	9	l	l	NOUN
ctmj-180	140	10	sq	sq	INTJ
ctmj-180	140	11	u	u	PROPN
ctmj-180	140	12	a	a	DET
ctmj-180	140	13	m	m	NOUN
ctmj-180	140	14	o	o	NOUN
ctmj-180	140	15	u	u	X
ctmj-180	140	16	s	s	X
ctmj-180	140	17	ce	ce	PROPN
ctmj-180	140	18	ll	ll	AUX
ctmj-180	140	19	c	c	PROPN
ctmj-180	140	20	a	a	DET
ctmj-180	140	21	rc	rc	PROPN
ctmj-180	140	22	in	in	ADP
ctmj-180	140	23	o	o	PROPN
ctmj-180	140	24	m	m	VERB
ctmj-180	140	25	a	a	PRON
ctmj-180	140	26	;	;	PUNCT
ctmj-180	140	27	f	f	PROPN
ctmj-180	140	28	c	c	NOUN
ctmj-180	140	29	n	n	PROPN
ctmj-180	140	30	:	:	PUNCT
ctmj-180	140	31	f	f	X
ctmj-180	140	32	u	u	NOUN
ctmj-180	140	33	ll	ll	AUX
ctmj-180	140	34	y	y	NOUN
ctmj-180	140	35	c	c	NOUN
ctmj-180	140	36	o	o	NOUN
ctmj-180	140	37	n	n	INTJ
ctmj-180	140	38	v	v	INTJ
ctmj-180	140	39	o	o	X
ctmj-180	140	40	lu	lu	NOUN
ctmj-180	140	41	ti	ti	NOUN
ctmj-180	140	42	o	o	NOUN
ctmj-180	140	43	n	n	CCONJ
ctmj-180	140	44	a	a	DET
ctmj-180	140	45	l	l	NOUN
ctmj-180	140	46	n	n	ADP
ctmj-180	140	47	e	e	NOUN
ctmj-180	140	48	tw	tw	NOUN
ctmj-180	140	49	o	o	INTJ
ctmj-180	140	50	rk	rk	NOUN
ctmj-180	140	51	;	;	PUNCT
ctmj-180	140	52	m	m	VERB
ctmj-180	140	53	e	e	NOUN
ctmj-180	140	54	:	:	PUNCT
ctmj-180	140	55	m	m	VERB
ctmj-180	140	56	a	a	DET
ctmj-180	140	57	g	g	NOUN
ctmj-180	140	58	n	n	NOUN
ctmj-180	140	59	if	if	SCONJ
ctmj-180	140	60	y	y	PROPN
ctmj-180	140	61	in	in	ADP
ctmj-180	140	62	g	g	PROPN
ctmj-180	140	63	e	e	PROPN
ctmj-180	140	64	n	n	PROPN
ctmj-180	140	65	d	d	X
ctmj-180	140	66	o	o	X
ctmj-180	140	67	sc	sc	INTJ
ctmj-180	141	1	o	o	NOUN
ctmj-180	141	2	p	p	X
ctmj-180	141	3	y	y	PROPN
ctmj-180	141	4	;	;	PUNCT
ctmj-180	141	5	n	n	PRON
ctmj-180	141	6	a	a	PRON
ctmj-180	141	7	:	:	PUNCT
ctmj-180	141	8	n	n	PRON
ctmj-180	141	9	o	o	NOUN
ctmj-180	141	10	t	t	NOUN
ctmj-180	141	11	a	a	DET
ctmj-180	141	12	v	v	NOUN
ctmj-180	141	13	a	a	DET
ctmj-180	141	14	il	il	PROPN
ctmj-180	141	15	a	a	DET
ctmj-180	141	16	b	b	X
ctmj-180	141	17	le	le	X
ctmj-180	141	18	;	;	PUNCT
ctmj-180	142	1	n	n	PROPN
ctmj-180	142	2	b	b	X
ctmj-180	143	1	i	i	NOUN
ctmj-180	143	2	:	:	PUNCT
ctmj-180	143	3	n	n	PRON
ctmj-180	143	4	a	a	DET
ctmj-180	143	5	rr	rr	NOUN
ctmj-180	144	1	o	o	X
ctmj-180	144	2	w	w	PROPN
ctmj-180	144	3	b	b	PROPN
ctmj-180	144	4	a	a	PRON
ctmj-180	144	5	n	n	NOUN
ctmj-180	144	6	d	d	NOUN
ctmj-180	144	7	i	i	PRON
ctmj-180	144	8	m	m	VERB
ctmj-180	144	9	a	a	DET
ctmj-180	144	10	gi	gi	NOUN
ctmj-180	144	11	n	n	ADV
ctmj-180	144	12	g	g	NOUN
ctmj-180	144	13	;	;	PUNCT
ctmj-180	144	14	r	r	NOUN
ctmj-180	144	15	e	e	PROPN
ctmj-180	144	16	f.	f.	NOUN
ctmj-180	144	17	:	:	PUNCT
ctmj-180	145	1	r	r	NOUN
ctmj-180	145	2	e	e	X
ctmj-180	145	3	fe	fe	X
ctmj-180	145	4	re	re	X
ctmj-180	145	5	n	n	X
ctmj-180	145	6	ce	ce	PROPN
ctmj-180	145	7	;	;	PUNCT
ctmj-180	145	8	s	s	PART
ctmj-180	145	9	s	s	X
ctmj-180	145	10	d	d	NOUN
ctmj-180	145	11	:	:	PUNCT
ctmj-180	145	12	s	s	X
ctmj-180	145	13	in	in	ADP
ctmj-180	145	14	g	g	PROPN
ctmj-180	145	15	le	le	X
ctmj-180	145	16	s	s	PROPN
ctmj-180	145	17	h	h	NOUN
ctmj-180	145	18	o	o	NOUN
ctmj-180	146	1	t	t	NOUN
ctmj-180	146	2	m	m	VERB
ctmj-180	146	3	u	u	NOUN
ctmj-180	146	4	lt	lt	ADP
ctmj-180	146	5	ib	ib	NOUN
ctmj-180	146	6	o	o	NOUN
ctmj-180	146	7	x	x	PUNCT
ctmj-180	147	1	d	d	X
ctmj-180	147	2	e	e	X
ctmj-180	147	3	te	te	ADP
ctmj-180	147	4	ct	ct	NUM
ctmj-180	147	5	o	o	NOUN
ctmj-180	147	6	r	r	NOUN
ctmj-180	147	7	;	;	PUNCT
ctmj-180	147	8	w	w	PART
ctmj-180	147	9	l	l	NOUN
ctmj-180	148	1	i	i	PRON
ctmj-180	148	2	:	:	PUNCT
ctmj-180	148	3	w	w	NOUN
ctmj-180	148	4	h	h	NOUN
ctmj-180	148	5	it	it	PRON
ctmj-180	149	1	e	e	NOUN
ctmj-180	149	2	l	l	X
ctmj-180	149	3	ig	ig	PROPN
ctmj-180	150	1	h	h	NOUN
ctmj-180	150	2	t	t	NOUN
ctmj-180	151	1	i	i	PRON
ctmj-180	151	2	m	m	VERB
ctmj-180	151	3	a	a	DET
ctmj-180	151	4	gi	gi	NOUN
ctmj-180	152	1	n	n	ADV
ctmj-180	152	2	g	g	NOUN
ctmj-180	152	3	;	;	PUNCT
ctmj-180	153	1	y	y	PROPN
ctmj-180	153	2	o	o	NOUN
ctmj-180	153	3	l	l	NOUN
ctmj-180	154	1	o	o	NOUN
ctmj-180	154	2	:	:	PUNCT
ctmj-180	155	1	y	y	NOUN
ctmj-180	155	2	o	o	X
ctmj-180	155	3	u	u	X
ctmj-180	155	4	o	o	X
ctmj-180	155	5	n	n	ADV
ctmj-180	155	6	ly	ly	ADP
ctmj-180	155	7	l	l	NOUN
ctmj-180	156	1	o	o	X
ctmj-180	156	2	o	o	X
ctmj-180	157	1	k	k	X
ctmj-180	157	2	o	o	X
ctmj-180	157	3	n	n	X
ctmj-180	157	4	ce	ce	PROPN
ctmj-180	157	5	.	.	PUNCT
ctmj-180	158	1	ctmj	ctmj	PROPN
ctmj-180	158	2	|	|	ADV
ctmj-180	158	3	traditionalmedicinejournals.com	traditionalmedicinejournals.com	X
ctmj-180	158	4	chinese	chinese	ADJ
ctmj-180	158	5	traditional	traditional	ADJ
ctmj-180	158	6	medicine	medicine	NOUN
ctmj-180	158	7	journal	journal	NOUN
ctmj-180	158	8	|	|	ADV
ctmj-180	158	9	2025	2025	NUM
ctmj-180	158	10	|	|	ADV
ctmj-180	158	11	vol	vol	NOUN
ctmj-180	158	12	8	8	NUM
ctmj-180	158	13	|issue	|issue	NOUN
ctmj-180	158	14	3	3	NUM
ctmj-180	158	15	38	38	NUM
ctmj-180	158	16	horie	horie	NOUN
ctmj-180	158	17	et	et	NOUN
ctmj-180	158	18	al[20	al[20	PROPN
ctmj-180	158	19	]	]	PUNCT
ctmj-180	158	20	firstly	firstly	ADV
ctmj-180	158	21	introduced	introduce	VERB
ctmj-180	158	22	a	a	DET
ctmj-180	158	23	bimodal	bimodal	NOUN
ctmj-180	158	24	ai	ai	VERB
ctmj-180	158	25	model	model	NOUN
ctmj-180	158	26	that	that	SCONJ
ctmj-180	158	27	integrated	integrated	ADJ
ctmj-180	158	28	wli	wli	NOUN
ctmj-180	158	29	and	and	CCONJ
ctmj-180	158	30	nbi	nbi	NOUN
ctmj-180	158	31	employing	employ	VERB
ctmj-180	158	32	the	the	DET
ctmj-180	158	33	single	single	ADJ
ctmj-180	158	34	shot	shot	NOUN
ctmj-180	158	35	multi	multi	PROPN
ctmj-180	158	36	box	box	PROPN
ctmj-180	158	37	detector	detector	NOUN
ctmj-180	158	38	(	(	PUNCT
ctmj-180	158	39	ssd	ssd	NOUN
ctmj-180	158	40	)	)	PUNCT
ctmj-180	158	41	for	for	ADP
ctmj-180	158	42	diagnosing	diagnose	VERB
ctmj-180	158	43	escc	escc	ADJ
ctmj-180	158	44	and	and	CCONJ
ctmj-180	158	45	esophageal	esophageal	ADJ
ctmj-180	158	46	adenocarcinoma	adenocarcinoma	NOUN
ctmj-180	158	47	.	.	PUNCT
ctmj-180	159	1	this	this	DET
ctmj-180	159	2	model	model	NOUN
ctmj-180	159	3	was	be	AUX
ctmj-180	159	4	trained	train	VERB
ctmj-180	159	5	on	on	ADP
ctmj-180	159	6	8428	8428	NUM
ctmj-180	159	7	images	image	NOUN
ctmj-180	159	8	from	from	ADP
ctmj-180	159	9	397	397	NUM
ctmj-180	159	10	escc	escc	ADJ
ctmj-180	159	11	lesions	lesion	NOUN
ctmj-180	159	12	and	and	CCONJ
ctmj-180	159	13	32	32	NUM
ctmj-180	159	14	eac	eac	NOUN
ctmj-180	159	15	lesions	lesion	NOUN
ctmj-180	159	16	.	.	PUNCT
ctmj-180	160	1	the	the	DET
ctmj-180	160	2	ai	ai	PROPN
ctmj-180	160	3	model	model	NOUN
ctmj-180	160	4	displayed	display	VERB
ctmj-180	160	5	exceptional	exceptional	ADJ
ctmj-180	160	6	performance	performance	NOUN
ctmj-180	160	7	by	by	ADP
ctmj-180	160	8	detecting	detect	VERB
ctmj-180	160	9	98	98	NUM
ctmj-180	160	10	%	%	NOUN
ctmj-180	160	11	of	of	ADP
ctmj-180	160	12	escc	escc	ADJ
ctmj-180	160	13	lesions	lesion	NOUN
ctmj-180	160	14	within	within	ADP
ctmj-180	160	15	a	a	DET
ctmj-180	160	16	mere	mere	ADJ
ctmj-180	160	17	27	27	NUM
ctmj-180	160	18	s.	s.	NOUN
ctmj-180	160	19	the	the	DET
ctmj-180	160	20	sensitivities	sensitivity	NOUN
ctmj-180	160	21	of	of	ADP
ctmj-180	160	22	the	the	DET
ctmj-180	160	23	ai	ai	NOUN
ctmj-180	160	24	model	model	NOUN
ctmj-180	160	25	for	for	ADP
ctmj-180	160	26	diagnosing	diagnose	VERB
ctmj-180	160	27	escc	escc	ADV
ctmj-180	160	28	under	under	ADP
ctmj-180	160	29	wli	wli	PROPN
ctmj-180	160	30	and	and	CCONJ
ctmj-180	160	31	nbi	nbi	NOUN
ctmj-180	160	32	were	be	AUX
ctmj-180	160	33	79	79	NUM
ctmj-180	160	34	%	%	NOUN
ctmj-180	160	35	and	and	CCONJ
ctmj-180	160	36	89	89	NUM
ctmj-180	160	37	%	%	NOUN
ctmj-180	160	38	,	,	PUNCT
ctmj-180	160	39	respectively	respectively	ADV
ctmj-180	160	40	.	.	PUNCT
ctmj-180	161	1	meng	meng	PROPN
ctmj-180	161	2	et	et	PROPN
ctmj-180	161	3	al[21	al[21	PROPN
ctmj-180	161	4	]	]	PUNCT
ctmj-180	161	5	developed	develop	VERB
ctmj-180	161	6	an	an	DET
ctmj-180	161	7	ai	ai	NOUN
ctmj-180	161	8	model	model	NOUN
ctmj-180	161	9	utilizing	utilize	VERB
ctmj-180	161	10	the	the	DET
ctmj-180	161	11	yolo	yolo	ADJ
ctmj-180	161	12	v5	v5	PROPN
ctmj-180	161	13	algorithm	algorithm	NOUN
ctmj-180	161	14	,	,	PUNCT
ctmj-180	161	15	training	train	VERB
ctmj-180	161	16	it	it	PRON
ctmj-180	161	17	on	on	ADP
ctmj-180	161	18	4447	4447	NUM
ctmj-180	161	19	images	image	NOUN
ctmj-180	161	20	containing	contain	VERB
ctmj-180	161	21	both	both	PRON
ctmj-180	161	22	wli	wli	NOUN
ctmj-180	161	23	and	and	CCONJ
ctmj-180	161	24	nbi	nbi	NOUN
ctmj-180	161	25	images	image	NOUN
ctmj-180	161	26	.	.	PUNCT
ctmj-180	162	1	the	the	DET
ctmj-180	162	2	model	model	NOUN
ctmj-180	162	3	was	be	AUX
ctmj-180	162	4	then	then	ADV
ctmj-180	162	5	tested	test	VERB
ctmj-180	162	6	on	on	ADP
ctmj-180	162	7	1695	1695	NUM
ctmj-180	162	8	images	image	NOUN
ctmj-180	162	9	.	.	PUNCT
ctmj-180	163	1	remarkably	remarkably	ADV
ctmj-180	163	2	,	,	PUNCT
ctmj-180	163	3	the	the	DET
ctmj-180	163	4	accuracy	accuracy	NOUN
ctmj-180	163	5	of	of	ADP
ctmj-180	163	6	the	the	DET
ctmj-180	163	7	model	model	NOUN
ctmj-180	163	8	in	in	ADP
ctmj-180	163	9	the	the	DET
ctmj-180	163	10	diagnosis	diagnosis	NOUN
ctmj-180	163	11	of	of	ADP
ctmj-180	163	12	superficial	superficial	ADJ
ctmj-180	163	13	escc	escc	ADJ
ctmj-180	163	14	and	and	CCONJ
ctmj-180	163	15	high	high	ADJ
ctmj-180	163	16	-	-	PUNCT
ctmj-180	163	17	grade	grade	NOUN
ctmj-180	163	18	intraepithelial	intraepithelial	NOUN
ctmj-180	163	19	(	(	PUNCT
ctmj-180	163	20	ep	ep	NOUN
ctmj-180	163	21	)	)	PUNCT
ctmj-180	163	22	neoplasia	neoplasia	NOUN
ctmj-180	163	23	was	be	AUX
ctmj-180	163	24	comparable	comparable	ADJ
ctmj-180	163	25	to	to	ADP
ctmj-180	163	26	that	that	PRON
ctmj-180	163	27	of	of	ADP
ctmj-180	163	28	expert	expert	NOUN
ctmj-180	163	29	endoscopists	endoscopist	NOUN
ctmj-180	163	30	(	(	PUNCT
ctmj-180	163	31	92.9	92.9	NUM
ctmj-180	163	32	%	%	NOUN
ctmj-180	163	33	vs.	vs.	ADP
ctmj-180	163	34	91.0	91.0	NUM
ctmj-180	163	35	%	%	NOUN
ctmj-180	163	36	,	,	PUNCT
ctmj-180	163	37	p	p	X
ctmj-180	163	38	=	=	NOUN
ctmj-180	163	39	0.129	0.129	NUM
ctmj-180	163	40	)	)	PUNCT
ctmj-180	163	41	and	and	CCONJ
ctmj-180	163	42	significantly	significantly	ADV
ctmj-180	163	43	higher	high	ADJ
ctmj-180	163	44	than	than	ADP
ctmj-180	163	45	that	that	PRON
ctmj-180	163	46	of	of	ADP
ctmj-180	163	47	non	non	ADJ
ctmj-180	163	48	-	-	ADJ
ctmj-180	163	49	expert	expert	ADJ
ctmj-180	163	50	endoscopists	endoscopist	NOUN
ctmj-180	163	51	(	(	PUNCT
ctmj-180	163	52	92.9	92.9	NUM
ctmj-180	163	53	%	%	NOUN
ctmj-180	163	54	vs.	vs.	ADP
ctmj-180	163	55	78.3	78.3	NUM
ctmj-180	163	56	%	%	NOUN
ctmj-180	163	57	,	,	PUNCT
ctmj-180	163	58	p	p	X
ctmj-180	163	59	<	<	X
ctmj-180	163	60	0.001	0.001	NUM
ctmj-180	163	61	)	)	PUNCT
ctmj-180	163	62	.	.	PUNCT
ctmj-180	164	1	moreover	moreover	ADV
ctmj-180	164	2	,	,	PUNCT
ctmj-180	164	3	it	it	PRON
ctmj-180	164	4	contributed	contribute	VERB
ctmj-180	164	5	to	to	ADP
ctmj-180	164	6	a	a	DET
ctmj-180	164	7	significant	significant	ADJ
ctmj-180	164	8	enhancement	enhancement	NOUN
ctmj-180	164	9	in	in	ADP
ctmj-180	164	10	diagnostic	diagnostic	ADJ
ctmj-180	164	11	accuracy	accuracy	NOUN
ctmj-180	164	12	among	among	ADP
ctmj-180	164	13	non	non	ADJ
ctmj-180	164	14	-	-	ADJ
ctmj-180	164	15	ex	ex	ADJ
ctmj-180	164	16	pert	pert	ADJ
ctmj-180	164	17	endoscopists	endoscopist	NOUN
ctmj-180	164	18	(	(	PUNCT
ctmj-180	164	19	88.2	88.2	NUM
ctmj-180	164	20	%	%	NOUN
ctmj-180	164	21	vs.	vs.	ADP
ctmj-180	164	22	78.3	78.3	NUM
ctmj-180	164	23	%	%	NOUN
ctmj-180	164	24	,	,	PUNCT
ctmj-180	164	25	p	p	X
ctmj-180	164	26	<	<	X
ctmj-180	164	27	0.001	0.001	NUM
ctmj-180	164	28	)	)	PUNCT
ctmj-180	164	29	.	.	PUNCT
ctmj-180	165	1	chou	chou	PROPN
ctmj-180	165	2	et	et	PROPN
ctmj-180	165	3	al[22	al[22	PROPN
ctmj-180	165	4	]	]	PUNCT
ctmj-180	165	5	constructed	construct	VERB
ctmj-180	165	6	an	an	DET
ctmj-180	165	7	ai	ai	NOUN
ctmj-180	165	8	model	model	NOUN
ctmj-180	165	9	based	base	VERB
ctmj-180	165	10	on	on	ADP
ctmj-180	165	11	efficientnet	efficientnet	NOUN
ctmj-180	165	12	and	and	CCONJ
ctmj-180	165	13	vision	vision	NOUN
ctmj-180	165	14	transformer	transformer	NOUN
ctmj-180	165	15	networks	network	NOUN
ctmj-180	165	16	for	for	ADP
ctmj-180	165	17	the	the	DET
ctmj-180	165	18	identification	identification	NOUN
ctmj-180	165	19	of	of	ADP
ctmj-180	165	20	escc	escc	ADJ
ctmj-180	165	21	and	and	CCONJ
ctmj-180	165	22	high	high	ADJ
ctmj-180	165	23	-	-	PUNCT
ctmj-180	165	24	grade	grade	NOUN
ctmj-180	165	25	dysplasia	dysplasia	NOUN
ctmj-180	165	26	.	.	PUNCT
ctmj-180	166	1	the	the	DET
ctmj-180	166	2	training	training	NOUN
ctmj-180	166	3	dataset	dataset	NOUN
ctmj-180	166	4	consisted	consist	VERB
ctmj-180	166	5	of	of	ADP
ctmj-180	166	6	650	650	NUM
ctmj-180	166	7	wli	wli	NOUN
ctmj-180	166	8	images	image	NOUN
ctmj-180	166	9	and	and	CCONJ
ctmj-180	166	10	352	352	NUM
ctmj-180	166	11	nbi	nbi	NOUN
ctmj-180	166	12	images	image	NOUN
ctmj-180	166	13	.	.	PUNCT
ctmj-180	167	1	the	the	DET
ctmj-180	167	2	model	model	NOUN
ctmj-180	167	3	achieved	achieve	VERB
ctmj-180	167	4	an	an	DET
ctmj-180	167	5	accuracy	accuracy	NOUN
ctmj-180	167	6	and	and	CCONJ
ctmj-180	167	7	precision	precision	NOUN
ctmj-180	167	8	of	of	ADP
ctmj-180	167	9	96.32	96.32	NUM
ctmj-180	167	10	%	%	NOUN
ctmj-180	167	11	and	and	CCONJ
ctmj-180	167	12	96.44	96.44	NUM
ctmj-180	167	13	%	%	NOUN
ctmj-180	167	14	,	,	PUNCT
ctmj-180	167	15	respectively	respectively	ADV
ctmj-180	167	16	.	.	PUNCT
ctmj-180	168	1	ikenoyama	ikenoyama	PROPN
ctmj-180	168	2	et	et	PROPN
ctmj-180	168	3	al[23	al[23	PROPN
ctmj-180	168	4	]	]	PUNCT
ctmj-180	168	5	developed	develop	VERB
ctmj-180	168	6	an	an	DET
ctmj-180	168	7	ai	ai	NOUN
ctmj-180	168	8	model	model	NOUN
ctmj-180	168	9	based	base	VERB
ctmj-180	168	10	on	on	ADP
ctmj-180	168	11	googlenet	googlenet	NOUN
ctmj-180	168	12	with	with	ADP
ctmj-180	168	13	the	the	DET
ctmj-180	168	14	unique	unique	ADJ
ctmj-180	168	15	ability	ability	NOUN
ctmj-180	168	16	to	to	PART
ctmj-180	168	17	detect	detect	VERB
ctmj-180	168	18	multiple	multiple	ADJ
ctmj-180	168	19	lugol	lugol	NOUN
ctmj-180	168	20	-	-	PUNCT
ctmj-180	168	21	voiding	void	VERB
ctmj-180	168	22	lesions	lesion	NOUN
ctmj-180	168	23	without	without	ADP
ctmj-180	168	24	the	the	DET
ctmj-180	168	25	need	need	NOUN
ctmj-180	168	26	for	for	ADP
ctmj-180	168	27	iodine	iodine	NOUN
ctmj-180	168	28	staining	stain	VERB
ctmj-180	168	29	.	.	PUNCT
ctmj-180	169	1	training	train	VERB
ctmj-180	169	2	this	this	DET
ctmj-180	169	3	model	model	NOUN
ctmj-180	169	4	entailed	entail	VERB
ctmj-180	169	5	a	a	DET
ctmj-180	169	6	dataset	dataset	NOUN
ctmj-180	169	7	of	of	ADP
ctmj-180	169	8	6634	6634	NUM
ctmj-180	169	9	wli	wli	NOUN
ctmj-180	169	10	and	and	CCONJ
ctmj-180	169	11	nbi	nbi	NOUN
ctmj-180	169	12	images	image	NOUN
ctmj-180	169	13	,	,	PUNCT
ctmj-180	169	14	followed	follow	VERB
ctmj-180	169	15	by	by	ADP
ctmj-180	169	16	testing	test	VERB
ctmj-180	169	17	on	on	ADP
ctmj-180	169	18	667	667	NUM
ctmj-180	169	19	images	image	NOUN
ctmj-180	169	20	.	.	PUNCT
ctmj-180	170	1	intriguingly	intriguingly	ADV
ctmj-180	170	2	,	,	PUNCT
ctmj-180	170	3	the	the	DET
ctmj-180	170	4	model	model	NOUN
ctmj-180	170	5	demonstrated	demonstrate	VERB
ctmj-180	170	6	significantly	significantly	ADV
ctmj-180	170	7	higher	high	ADJ
ctmj-180	170	8	sensitivity	sensitivity	NOUN
ctmj-180	170	9	compared	compare	VERB
ctmj-180	170	10	to	to	ADP
ctmj-180	170	11	endoscopists	endoscopist	NOUN
ctmj-180	170	12	(	(	PUNCT
ctmj-180	170	13	84.4	84.4	NUM
ctmj-180	170	14	%	%	NOUN
ctmj-180	170	15	vs.	vs.	ADP
ctmj-180	170	16	46.9	46.9	NUM
ctmj-180	170	17	%	%	NOUN
ctmj-180	170	18	)	)	PUNCT
ctmj-180	170	19	.	.	PUNCT
ctmj-180	171	1	this	this	DET
ctmj-180	171	2	innovation	innovation	NOUN
ctmj-180	171	3	has	have	VERB
ctmj-180	171	4	the	the	DET
ctmj-180	171	5	potential	potential	NOUN
ctmj-180	171	6	to	to	PART
ctmj-180	171	7	reduce	reduce	VERB
ctmj-180	171	8	patient	patient	ADJ
ctmj-180	171	9	discomfort	discomfort	NOUN
ctmj-180	171	10	associated	associate	VERB
ctmj-180	171	11	with	with	ADP
ctmj-180	171	12	iodine	iodine	NOUN
ctmj-180	171	13	staining	stain	VERB
ctmj-180	171	14	while	while	SCONJ
ctmj-180	171	15	effectively	effectively	ADV
ctmj-180	171	16	identifying	identify	VERB
ctmj-180	171	17	high	high	ADJ
ctmj-180	171	18	-	-	PUNCT
ctmj-180	171	19	risk	risk	NOUN
ctmj-180	171	20	escc	escc	NOUN
ctmj-180	171	21	patients	patient	NOUN
ctmj-180	171	22	.	.	PUNCT
ctmj-180	172	1	ohmori	ohmori	X
ctmj-180	172	2	et	et	NOUN
ctmj-180	172	3	al[24	al[24	PROPN
ctmj-180	172	4	]	]	PUNCT
ctmj-180	172	5	introduced	introduce	VERB
ctmj-180	172	6	a	a	DET
ctmj-180	172	7	groundbreaking	groundbreake	VERB
ctmj-180	172	8	multimodal	multimodal	NOUN
ctmj-180	172	9	ai	ai	NOUN
ctmj-180	172	10	model	model	NOUN
ctmj-180	172	11	that	that	SCONJ
ctmj-180	172	12	combined	combined	ADJ
ctmj-180	172	13	wli	wli	PROPN
ctmj-180	172	14	,	,	PUNCT
ctmj-180	172	15	nbi	nbi	PROPN
ctmj-180	172	16	,	,	PUNCT
ctmj-180	172	17	bli	bli	PROPN
ctmj-180	172	18	,	,	PUNCT
ctmj-180	172	19	and	and	CCONJ
ctmj-180	172	20	me	i	PRON
ctmj-180	172	21	modalities	modalitie	VERB
ctmj-180	172	22	for	for	ADP
ctmj-180	172	23	the	the	DET
ctmj-180	172	24	detection	detection	NOUN
ctmj-180	172	25	of	of	ADP
ctmj-180	172	26	the	the	DET
ctmj-180	172	27	superficial	superficial	ADJ
ctmj-180	172	28	escc	escc	NOUN
ctmj-180	172	29	.	.	PUNCT
ctmj-180	173	1	this	this	DET
ctmj-180	173	2	model	model	NOUN
ctmj-180	173	3	was	be	AUX
ctmj-180	173	4	trained	train	VERB
ctmj-180	173	5	on	on	ADP
ctmj-180	173	6	an	an	DET
ctmj-180	173	7	extensive	extensive	ADJ
ctmj-180	173	8	dataset	dataset	NOUN
ctmj-180	173	9	comprising	comprise	VERB
ctmj-180	173	10	22,562	22,562	NUM
ctmj-180	173	11	images	image	NOUN
ctmj-180	173	12	and	and	CCONJ
ctmj-180	173	13	underwent	undergo	VERB
ctmj-180	173	14	rigorous	rigorous	ADJ
ctmj-180	173	15	testing	testing	NOUN
ctmj-180	173	16	on	on	ADP
ctmj-180	173	17	255	255	NUM
ctmj-180	173	18	wli	wli	NOUN
ctmj-180	173	19	images	image	NOUN
ctmj-180	173	20	,	,	PUNCT
ctmj-180	173	21	268	268	NUM
ctmj-180	173	22	non	non	ADJ
ctmj-180	173	23	-	-	PROPN
ctmj-180	173	24	me	i	PRON
ctmj-180	173	25	nbi	nbi	NOUN
ctmj-180	173	26	/	/	SYM
ctmj-180	173	27	bli	bli	PROPN
ctmj-180	173	28	images	image	NOUN
ctmj-180	173	29	,	,	PUNCT
ctmj-180	173	30	and	and	CCONJ
ctmj-180	173	31	204	204	NUM
ctmj-180	173	32	me	i	PRON
ctmj-180	173	33	nbi	nbi	PROPN
ctmj-180	173	34	/	/	SYM
ctmj-180	173	35	bli	bli	PROPN
ctmj-180	173	36	images	image	NOUN
ctmj-180	173	37	.	.	PUNCT
ctmj-180	174	1	it	it	PRON
ctmj-180	174	2	exhibited	exhibit	VERB
ctmj-180	174	3	commendable	commendable	ADJ
ctmj-180	174	4	sensitivity	sensitivity	NOUN
ctmj-180	174	5	and	and	CCONJ
ctmj-180	174	6	specificity	specificity	NOUN
ctmj-180	174	7	under	under	ADP
ctmj-180	174	8	various	various	ADJ
ctmj-180	174	9	modalities	modality	NOUN
ctmj-180	174	10	:	:	PUNCT
ctmj-180	174	11	90	90	NUM
ctmj-180	174	12	%	%	NOUN
ctmj-180	174	13	and	and	CCONJ
ctmj-180	174	14	76	76	NUM
ctmj-180	174	15	%	%	NOUN
ctmj-180	174	16	under	under	ADP
ctmj-180	174	17	wli	wli	PROPN
ctmj-180	174	18	,	,	PUNCT
ctmj-180	174	19	100	100	NUM
ctmj-180	174	20	%	%	NOUN
ctmj-180	174	21	and	and	CCONJ
ctmj-180	174	22	63	63	NUM
ctmj-180	174	23	%	%	NOUN
ctmj-180	174	24	under	under	ADP
ctmj-180	174	25	non	non	ADJ
ctmj-180	174	26	-	-	ADJ
ctmj-180	174	27	me	i	PRON
ctmj-180	174	28	nbi	nbi	PROPN
ctmj-180	174	29	/	/	SYM
ctmj-180	174	30	bli	bli	PROPN
ctmj-180	174	31	,	,	PUNCT
ctmj-180	174	32	and	and	CCONJ
ctmj-180	174	33	98	98	NUM
ctmj-180	174	34	%	%	NOUN
ctmj-180	174	35	and	and	CCONJ
ctmj-180	174	36	56	56	NUM
ctmj-180	174	37	%	%	NOUN
ctmj-180	174	38	under	under	ADP
ctmj-180	174	39	me	me	NOUN
ctmj-180	174	40	-	-	PUNCT
ctmj-180	174	41	nbi	nbi	NOUN
ctmj-180	174	42	/	/	SYM
ctmj-180	174	43	bli	bli	PROPN
ctmj-180	174	44	,	,	PUNCT
ctmj-180	174	45	respectively	respectively	ADV
ctmj-180	174	46	.	.	PUNCT
ctmj-180	175	1	importantly	importantly	ADV
ctmj-180	175	2	,	,	PUNCT
ctmj-180	175	3	this	this	DET
ctmj-180	175	4	multimodal	multimodal	NOUN
ctmj-180	175	5	ai	ai	VERB
ctmj-180	175	6	model	model	NOUN
ctmj-180	175	7	’s	’s	PART
ctmj-180	175	8	performance	performance	NOUN
ctmj-180	175	9	was	be	AUX
ctmj-180	175	10	on	on	ADP
ctmj-180	175	11	par	par	NOUN
ctmj-180	175	12	with	with	ADP
ctmj-180	175	13	that	that	PRON
ctmj-180	175	14	of	of	ADP
ctmj-180	175	15	15	15	NUM
ctmj-180	175	16	expe	expe	ADJ
ctmj-180	175	17	rienced	rience	VERB
ctmj-180	175	18	endoscopists	endoscopist	NOUN
ctmj-180	175	19	,	,	PUNCT
ctmj-180	175	20	underscoring	underscore	VERB
ctmj-180	175	21	the	the	DET
ctmj-180	175	22	potential	potential	NOUN
ctmj-180	175	23	for	for	ADP
ctmj-180	175	24	ai	ai	NOUN
ctmj-180	175	25	models	model	NOUN
ctmj-180	175	26	combined	combine	VERB
ctmj-180	175	27	with	with	ADP
ctmj-180	175	28	multiple	multiple	ADJ
ctmj-180	175	29	modalities	modality	NOUN
ctmj-180	175	30	to	to	AUX
ctmj-180	175	31	more	more	ADJ
ctmj-180	175	32	accu	accu	NOUN
ctmj-180	175	33	rately	rately	ADV
ctmj-180	175	34	replicate	replicate	VERB
ctmj-180	175	35	real	real	ADJ
ctmj-180	175	36	-	-	PUNCT
ctmj-180	175	37	world	world	NOUN
ctmj-180	175	38	clinical	clinical	ADJ
ctmj-180	175	39	scenarios	scenario	NOUN
ctmj-180	175	40	compared	compare	VERB
ctmj-180	175	41	to	to	ADP
ctmj-180	175	42	a	a	DET
ctmj-180	175	43	single	single	ADJ
ctmj-180	175	44	wli	wli	NOUN
ctmj-180	175	45	approach	approach	NOUN
ctmj-180	175	46	[	[	X
ctmj-180	175	47	table	table	NOUN
ctmj-180	175	48	1	1	NUM
ctmj-180	175	49	]	]	PUNCT
ctmj-180	175	50	.	.	PUNCT
ctmj-180	176	1	real	real	ADJ
ctmj-180	176	2	-	-	PUNCT
ctmj-180	176	3	time	time	NOUN
ctmj-180	176	4	detection	detection	NOUN
ctmj-180	176	5	the	the	DET
ctmj-180	176	6	advancements	advancement	NOUN
ctmj-180	176	7	achieved	achieve	VERB
ctmj-180	176	8	in	in	ADP
ctmj-180	176	9	converting	convert	VERB
ctmj-180	176	10	ai	ai	NOUN
ctmj-180	176	11	models	model	NOUN
ctmj-180	176	12	to	to	ADP
ctmj-180	176	13	multi	multi	ADJ
ctmj-180	176	14	-	-	ADJ
ctmj-180	176	15	mode	mode	ADJ
ctmj-180	176	16	operation	operation	NOUN
ctmj-180	176	17	are	be	AUX
ctmj-180	176	18	praiseworthy	praiseworthy	ADJ
ctmj-180	176	19	.	.	PUNCT
ctmj-180	177	1	keep	keep	VERB
ctmj-180	177	2	in	in	ADP
ctmj-180	177	3	mind	mind	NOUN
ctmj-180	177	4	that	that	SCONJ
ctmj-180	177	5	these	these	DET
ctmj-180	177	6	ai	ai	NOUN
ctmj-180	177	7	models	model	NOUN
ctmj-180	177	8	have	have	AUX
ctmj-180	177	9	mostly	mostly	ADV
ctmj-180	177	10	been	be	AUX
ctmj-180	177	11	tested	test	VERB
ctmj-180	177	12	and	and	CCONJ
ctmj-180	177	13	trained	train	VERB
ctmj-180	177	14	on	on	ADP
ctmj-180	177	15	high	high	ADJ
ctmj-180	177	16	-	-	PUNCT
ctmj-180	177	17	quality	quality	NOUN
ctmj-180	177	18	static	static	ADJ
ctmj-180	177	19	photos	photo	NOUN
ctmj-180	177	20	,	,	PUNCT
ctmj-180	177	21	thus	thus	ADV
ctmj-180	177	22	their	their	PRON
ctmj-180	177	23	results	result	NOUN
ctmj-180	177	24	in	in	ADP
ctmj-180	177	25	actual	actual	ADJ
ctmj-180	177	26	clinical	clinical	ADJ
ctmj-180	177	27	settings	setting	NOUN
ctmj-180	177	28	may	may	AUX
ctmj-180	177	29	not	not	PART
ctmj-180	177	30	be	be	AUX
ctmj-180	177	31	completely	completely	ADV
ctmj-180	177	32	accurate	accurate	ADJ
ctmj-180	177	33	.	.	PUNCT
ctmj-180	178	1	as	as	ADP
ctmj-180	178	2	a	a	DET
ctmj-180	178	3	result	result	NOUN
ctmj-180	178	4	,	,	PUNCT
ctmj-180	178	5	dynamic	dynamic	ADJ
ctmj-180	178	6	movies	movie	NOUN
ctmj-180	178	7	that	that	PRON
ctmj-180	178	8	include	include	VERB
ctmj-180	178	9	complicated	complicated	ADJ
ctmj-180	178	10	environmental	environmental	ADJ
ctmj-180	178	11	aspects	aspect	NOUN
ctmj-180	178	12	should	should	AUX
ctmj-180	178	13	be	be	AUX
ctmj-180	178	14	a	a	DET
ctmj-180	178	15	part	part	NOUN
ctmj-180	178	16	of	of	ADP
ctmj-180	178	17	ai	ai	ADJ
ctmj-180	178	18	model	model	NOUN
ctmj-180	178	19	development	development	NOUN
ctmj-180	178	20	and	and	CCONJ
ctmj-180	178	21	evaluation	evaluation	NOUN
ctmj-180	178	22	.	.	PUNCT
ctmj-180	179	1	the	the	DET
ctmj-180	179	2	results	result	NOUN
ctmj-180	179	3	will	will	AUX
ctmj-180	179	4	be	be	AUX
ctmj-180	179	5	more	more	ADV
ctmj-180	179	6	precise	precise	ADJ
ctmj-180	179	7	and	and	CCONJ
ctmj-180	179	8	useful	useful	ADJ
ctmj-180	179	9	understanding	understanding	NOUN
ctmj-180	179	10	of	of	ADP
ctmj-180	179	11	these	these	DET
ctmj-180	179	12	models	model	NOUN
ctmj-180	179	13	'	'	PART
ctmj-180	179	14	capacities	capacity	NOUN
ctmj-180	179	15	in	in	ADP
ctmj-180	179	16	a	a	DET
ctmj-180	179	17	therapeutic	therapeutic	ADJ
ctmj-180	179	18	setting	setting	NOUN
ctmj-180	179	19	.	.	PUNCT
ctmj-180	180	1	fukuda	fukuda	PROPN
ctmj-180	180	2	et	et	PROPN
ctmj-180	180	3	al.[25	al.[25	PROPN
ctmj-180	180	4	]	]	PUNCT
ctmj-180	180	5	were	be	AUX
ctmj-180	180	6	the	the	DET
ctmj-180	180	7	first	first	ADJ
ctmj-180	180	8	to	to	PART
ctmj-180	180	9	use	use	VERB
ctmj-180	180	10	28,333	28,333	NUM
ctmj-180	180	11	non	non	NOUN
ctmj-180	180	12	-	-	ADJ
ctmj-180	180	13	me	i	PRON
ctmj-180	180	14	nbi	nbi	PROPN
ctmj-180	180	15	/	/	SYM
ctmj-180	180	16	bli	bli	PROPN
ctmj-180	180	17	and	and	CCONJ
ctmj-180	180	18	me	me	PROPN
ctmj-180	180	19	-	-	PUNCT
ctmj-180	180	20	nbi	nbi	NOUN
ctmj-180	180	21	/	/	SYM
ctmj-180	180	22	bli	bli	PROPN
ctmj-180	180	23	pictures	picture	NOUN
ctmj-180	180	24	retrieved	retrieve	VERB
ctmj-180	180	25	from	from	ADP
ctmj-180	180	26	862	862	NUM
ctmj-180	180	27	movies	movie	NOUN
ctmj-180	180	28	to	to	PART
ctmj-180	180	29	build	build	VERB
ctmj-180	180	30	an	an	DET
ctmj-180	180	31	artificial	artificial	ADJ
ctmj-180	180	32	intelligence	intelligence	NOUN
ctmj-180	180	33	model	model	NOUN
ctmj-180	180	34	based	base	VERB
ctmj-180	180	35	on	on	ADP
ctmj-180	180	36	ssd	ssd	NOUN
ctmj-180	180	37	for	for	ADP
ctmj-180	180	38	the	the	DET
ctmj-180	180	39	detection	detection	NOUN
ctmj-180	180	40	and	and	CCONJ
ctmj-180	180	41	characterization	characterization	NOUN
ctmj-180	180	42	of	of	ADP
ctmj-180	180	43	superficial	superficial	ADJ
ctmj-180	180	44	escc	escc	NOUN
ctmj-180	180	45	.	.	PUNCT
ctmj-180	181	1	two	two	NUM
ctmj-180	181	2	modes	mode	NOUN
ctmj-180	181	3	of	of	ADP
ctmj-180	181	4	operation	operation	NOUN
ctmj-180	181	5	were	be	AUX
ctmj-180	181	6	included	include	VERB
ctmj-180	181	7	into	into	ADP
ctmj-180	181	8	the	the	DET
ctmj-180	181	9	ai	ai	PROPN
ctmj-180	181	10	model	model	NOUN
ctmj-180	181	11	:	:	PUNCT
ctmj-180	181	12	a	a	DET
ctmj-180	181	13	non	non	ADJ
ctmj-180	181	14	-	-	ADJ
ctmj-180	181	15	me	i	PRON
ctmj-180	181	16	mode	mode	NOUN
ctmj-180	181	17	for	for	ADP
ctmj-180	181	18	lesion	lesion	NOUN
ctmj-180	181	19	detection	detection	NOUN
ctmj-180	181	20	and	and	CCONJ
ctmj-180	181	21	a	a	DET
ctmj-180	181	22	me	me	PROPN
ctmj-180	181	23	mode	mode	NOUN
ctmj-180	181	24	for	for	ADP
ctmj-180	181	25	lesion	lesion	NOUN
ctmj-180	181	26	characterisation	characterisation	NOUN
ctmj-180	181	27	.	.	PUNCT
ctmj-180	182	1	the	the	DET
ctmj-180	182	2	model	model	NOUN
ctmj-180	182	3	was	be	AUX
ctmj-180	182	4	evaluated	evaluate	VERB
ctmj-180	182	5	using	use	VERB
ctmj-180	182	6	5to	5to	ADJ
ctmj-180	182	7	9	9	NUM
ctmj-180	182	8	-	-	PUNCT
ctmj-180	182	9	second	second	NOUN
ctmj-180	182	10	video	video	NOUN
ctmj-180	182	11	clips	clip	NOUN
ctmj-180	182	12	obtained	obtain	VERB
ctmj-180	182	13	from	from	ADP
ctmj-180	182	14	144	144	NUM
ctmj-180	182	15	patients	patient	NOUN
ctmj-180	182	16	diagnosed	diagnose	VERB
ctmj-180	182	17	with	with	ADP
ctmj-180	182	18	superficial	superficial	ADJ
ctmj-180	182	19	escc	escc	NOUN
ctmj-180	182	20	.	.	PUNCT
ctmj-180	183	1	the	the	DET
ctmj-180	183	2	outcomes	outcome	NOUN
ctmj-180	183	3	were	be	AUX
ctmj-180	183	4	then	then	ADV
ctmj-180	183	5	compared	compare	VERB
ctmj-180	183	6	to	to	ADP
ctmj-180	183	7	those	those	PRON
ctmj-180	183	8	of	of	ADP
ctmj-180	183	9	thirteen	thirteen	NUM
ctmj-180	183	10	endoscopists	endoscopist	NOUN
ctmj-180	183	11	.	.	PUNCT
ctmj-180	184	1	notably	notably	ADV
ctmj-180	184	2	,	,	PUNCT
ctmj-180	184	3	when	when	SCONJ
ctmj-180	184	4	compared	compare	VERB
ctmj-180	184	5	to	to	ADP
ctmj-180	184	6	the	the	DET
ctmj-180	184	7	experts	expert	NOUN
ctmj-180	184	8	,	,	PUNCT
ctmj-180	184	9	the	the	DET
ctmj-180	184	10	ai	ai	NOUN
ctmj-180	184	11	model	model	NOUN
ctmj-180	184	12	showed	show	VERB
ctmj-180	184	13	far	far	ADV
ctmj-180	184	14	higher	high	ADJ
ctmj-180	184	15	sensitivity	sensitivity	NOUN
ctmj-180	184	16	and	and	CCONJ
ctmj-180	184	17	specificity	specificity	NOUN
ctmj-180	184	18	in	in	ADP
ctmj-180	184	19	lesion	lesion	NOUN
ctmj-180	184	20	characterisation	characterisation	NOUN
ctmj-180	184	21	(	(	PUNCT
ctmj-180	184	22	86.7	86.7	NUM
ctmj-180	184	23	%	%	NOUN
ctmj-180	184	24	vs.	vs.	ADP
ctmj-180	184	25	74.4	74.4	NUM
ctmj-180	184	26	%	%	NOUN
ctmj-180	184	27	,	,	PUNCT
ctmj-180	184	28	89.8	89.8	NUM
ctmj-180	184	29	%	%	NOUN
ctmj-180	184	30	vs.	vs.	ADP
ctmj-180	184	31	76.5	76.5	NUM
ctmj-180	184	32	%	%	NOUN
ctmj-180	184	33	)	)	PUNCT
ctmj-180	184	34	,	,	PUNCT
ctmj-180	184	35	and	and	CCONJ
ctmj-180	184	36	much	much	ADV
ctmj-180	184	37	higher	high	ADJ
ctmj-180	184	38	sensitivity	sensitivity	NOUN
ctmj-180	184	39	in	in	ADP
ctmj-180	184	40	lesion	lesion	NOUN
ctmj-180	184	41	identification	identification	NOUN
ctmj-180	184	42	(	(	PUNCT
ctmj-180	184	43	91	91	NUM
ctmj-180	184	44	%	%	NOUN
ctmj-180	184	45	vs.	vs.	ADP
ctmj-180	184	46	79	79	NUM
ctmj-180	184	47	%	%	NOUN
ctmj-180	184	48	)	)	PUNCT
ctmj-180	184	49	.	.	PUNCT
ctmj-180	185	1	in	in	ADP
ctmj-180	185	2	order	order	NOUN
ctmj-180	185	3	to	to	PART
ctmj-180	185	4	distinguish	distinguish	VERB
ctmj-180	185	5	between	between	ADP
ctmj-180	185	6	escc	escc	ADJ
ctmj-180	185	7	and	and	CCONJ
ctmj-180	185	8	other	other	ADJ
ctmj-180	185	9	benign	benign	ADJ
ctmj-180	185	10	esophageal	esophageal	ADJ
ctmj-180	185	11	tumors	tumor	NOUN
ctmj-180	185	12	,	,	PUNCT
ctmj-180	185	13	tajiri	tajiri	NOUN
ctmj-180	185	14	et	et	NOUN
ctmj-180	185	15	al.[26	al.[26	PROPN
ctmj-180	185	16	]	]	PUNCT
ctmj-180	185	17	built	build	VERB
ctmj-180	185	18	a	a	DET
ctmj-180	185	19	tailored	tailor	VERB
ctmj-180	185	20	ai	ai	PROPN
ctmj-180	185	21	model	model	NOUN
ctmj-180	185	22	.	.	PUNCT
ctmj-180	186	1	an	an	DET
ctmj-180	186	2	extensive	extensive	ADJ
ctmj-180	186	3	dataset	dataset	NOUN
ctmj-180	186	4	was	be	AUX
ctmj-180	186	5	used	use	VERB
ctmj-180	186	6	to	to	PART
ctmj-180	186	7	train	train	VERB
ctmj-180	186	8	the	the	DET
ctmj-180	186	9	model	model	NOUN
ctmj-180	186	10	.	.	PUNCT
ctmj-180	187	1	it	it	PRON
ctmj-180	187	2	included	include	VERB
ctmj-180	187	3	25,048	25,048	NUM
ctmj-180	187	4	photos	photo	NOUN
ctmj-180	187	5	from	from	ADP
ctmj-180	187	6	1433	1433	NUM
ctmj-180	187	7	instances	instance	NOUN
ctmj-180	187	8	of	of	ADP
ctmj-180	187	9	superficial	superficial	ADJ
ctmj-180	187	10	escc	escc	NOUN
ctmj-180	187	11	and	and	CCONJ
ctmj-180	187	12	4,746	4,746	NUM
ctmj-180	187	13	images	image	NOUN
ctmj-180	187	14	from	from	ADP
ctmj-180	187	15	410	410	NUM
ctmj-180	187	16	non	non	ADJ
ctmj-180	187	17	-	-	ADJ
ctmj-180	187	18	cancerous	cancerous	ADJ
ctmj-180	187	19	lesions	lesion	NOUN
ctmj-180	187	20	recorded	record	VERB
ctmj-180	187	21	using	use	VERB
ctmj-180	187	22	me	i	PRON
ctmj-180	187	23	,	,	PUNCT
ctmj-180	187	24	wli	wli	PROPN
ctmj-180	187	25	,	,	PUNCT
ctmj-180	187	26	nbi	nbi	PROPN
ctmj-180	187	27	,	,	PUNCT
ctmj-180	187	28	and	and	CCONJ
ctmj-180	187	29	bli	bli	PROPN
ctmj-180	187	30	.	.	PUNCT
ctmj-180	188	1	the	the	DET
ctmj-180	188	2	following	follow	VERB
ctmj-180	188	3	testing	testing	NOUN
ctmj-180	188	4	was	be	AUX
ctmj-180	188	5	carried	carry	VERB
ctmj-180	188	6	out	out	ADP
ctmj-180	188	7	using	use	VERB
ctmj-180	188	8	147	147	NUM
ctmj-180	188	9	nbi	nbi	NOUN
ctmj-180	188	10	videos	video	NOUN
ctmj-180	188	11	,	,	PUNCT
ctmj-180	188	12	and	and	CCONJ
ctmj-180	188	13	the	the	DET
ctmj-180	188	14	results	result	NOUN
ctmj-180	188	15	were	be	AUX
ctmj-180	188	16	quite	quite	ADV
ctmj-180	188	17	impressive	impressive	ADJ
ctmj-180	188	18	:	:	PUNCT
ctmj-180	188	19	sensitivity	sensitivity	NOUN
ctmj-180	188	20	of	of	ADP
ctmj-180	188	21	85.5	85.5	NUM
ctmj-180	188	22	%	%	NOUN
ctmj-180	188	23	,	,	PUNCT
ctmj-180	188	24	specificity	specificity	NOUN
ctmj-180	188	25	of	of	ADP
ctmj-180	188	26	75.0	75.0	NUM
ctmj-180	188	27	%	%	NOUN
ctmj-180	188	28	,	,	PUNCT
ctmj-180	188	29	and	and	CCONJ
ctmj-180	188	30	accuracy	accuracy	NOUN
ctmj-180	188	31	of	of	ADP
ctmj-180	188	32	80.9	80.9	NUM
ctmj-180	188	33	%	%	NOUN
ctmj-180	188	34	.	.	PUNCT
ctmj-180	189	1	the	the	DET
ctmj-180	189	2	ai	ai	PROPN
ctmj-180	189	3	model	model	NOUN
ctmj-180	189	4	developed	develop	VERB
ctmj-180	189	5	by	by	ADP
ctmj-180	189	6	tajiri	tajiri	NOUN
ctmj-180	189	7	et	et	PROPN
ctmj-180	189	8	al	al	PROPN
ctmj-180	189	9	.	.	PROPN
ctmj-180	189	10	was	be	AUX
ctmj-180	189	11	used	use	VERB
ctmj-180	189	12	by	by	ADP
ctmj-180	189	13	tani	tani	PROPN
ctmj-180	189	14	et	et	PROPN
ctmj-180	189	15	al	al	PROPN
ctmj-180	189	16	.	.	PUNCT
ctmj-180	190	1	[	[	X
ctmj-180	190	2	27	27	NUM
ctmj-180	190	3	]	]	PUNCT
ctmj-180	190	4	.	.	PUNCT
ctmj-180	191	1	[	[	X
ctmj-180	191	2	26	26	NUM
ctmj-180	191	3	]	]	PUNCT
ctmj-180	191	4	the	the	DET
ctmj-180	191	5	training	training	NOUN
ctmj-180	191	6	dataset	dataset	NOUN
ctmj-180	191	7	comprised	comprise	VERB
ctmj-180	191	8	of	of	ADP
ctmj-180	191	9	29,794	29,794	NUM
ctmj-180	191	10	images	image	NOUN
ctmj-180	191	11	acquired	acquire	VERB
ctmj-180	191	12	under	under	ADP
ctmj-180	191	13	non	non	NOUN
ctmj-180	191	14	-	-	NOUN
ctmj-180	191	15	me	i	PRON
ctmj-180	191	16	and	and	CCONJ
ctmj-180	191	17	me	i	PRON
ctmj-180	191	18	modalities	modality	NOUN
ctmj-180	191	19	.	.	PUNCT
ctmj-180	192	1	in	in	ADP
ctmj-180	192	2	the	the	DET
ctmj-180	192	3	validation	validation	NOUN
ctmj-180	192	4	phase	phase	NOUN
ctmj-180	192	5	,	,	PUNCT
ctmj-180	192	6	the	the	DET
ctmj-180	192	7	ai	ai	NOUN
ctmj-180	192	8	model	model	NOUN
ctmj-180	192	9	and	and	CCONJ
ctmj-180	192	10	five	five	NUM
ctmj-180	192	11	endoscopists	endoscopist	NOUN
ctmj-180	192	12	analyzed	analyze	VERB
ctmj-180	192	13	237	237	NUM
ctmj-180	192	14	lesions	lesion	NOUN
ctmj-180	192	15	in	in	ADP
ctmj-180	192	16	380	380	NUM
ctmj-180	192	17	patients	patient	NOUN
ctmj-180	192	18	.	.	PUNCT
ctmj-180	193	1	the	the	DET
ctmj-180	193	2	ai	ai	PROPN
ctmj-180	193	3	model	model	NOUN
ctmj-180	193	4	demonstrated	demonstrate	VERB
ctmj-180	193	5	an	an	DET
ctmj-180	193	6	accuracy	accuracy	NOUN
ctmj-180	193	7	of	of	ADP
ctmj-180	193	8	80.6	80.6	NUM
ctmj-180	193	9	%	%	NOUN
ctmj-180	193	10	,	,	PUNCT
ctmj-180	193	11	sensitivity	sensitivity	NOUN
ctmj-180	193	12	of	of	ADP
ctmj-180	193	13	68.2	68.2	NUM
ctmj-180	193	14	%	%	NOUN
ctmj-180	193	15	,	,	PUNCT
ctmj-180	193	16	and	and	CCONJ
ctmj-180	193	17	specificity	specificity	NOUN
ctmj-180	193	18	of	of	ADP
ctmj-180	193	19	83.4	83.4	NUM
ctmj-180	193	20	%	%	NOUN
ctmj-180	193	21	,	,	PUNCT
ctmj-180	193	22	while	while	SCONJ
ctmj-180	193	23	the	the	DET
ctmj-180	193	24	endoscopists	endoscopist	NOUN
ctmj-180	193	25	achieved	achieve	VERB
ctmj-180	193	26	figures	figure	NOUN
ctmj-180	193	27	of	of	ADP
ctmj-180	193	28	85.7	85.7	NUM
ctmj-180	193	29	%	%	NOUN
ctmj-180	193	30	,	,	PUNCT
ctmj-180	193	31	61.4	61.4	NUM
ctmj-180	193	32	%	%	NOUN
ctmj-180	193	33	,	,	PUNCT
ctmj-180	193	34	and	and	CCONJ
ctmj-180	193	35	91.2	91.2	NUM
ctmj-180	193	36	%	%	NOUN
ctmj-180	193	37	,	,	PUNCT
ctmj-180	193	38	respectively	respectively	ADV
ctmj-180	193	39	.	.	PUNCT
ctmj-180	194	1	it	it	PRON
ctmj-180	194	2	is	be	AUX
ctmj-180	194	3	noteworthy	noteworthy	ADJ
ctmj-180	194	4	that	that	SCONJ
ctmj-180	194	5	the	the	DET
ctmj-180	194	6	ai	ai	NOUN
ctmj-180	194	7	model	model	NOUN
ctmj-180	194	8	did	do	AUX
ctmj-180	194	9	not	not	PART
ctmj-180	194	10	establish	establish	VERB
ctmj-180	194	11	non	non	ADJ
ctmj-180	194	12	-	-	NOUN
ctmj-180	194	13	inferiority	inferiority	NOUN
ctmj-180	194	14	when	when	SCONJ
ctmj-180	194	15	compared	compare	VERB
ctmj-180	194	16	to	to	ADP
ctmj-180	194	17	endoscopists	endoscopist	NOUN
ctmj-180	194	18	in	in	ADP
ctmj-180	194	19	real	real	ADJ
ctmj-180	194	20	-	-	PUNCT
ctmj-180	194	21	time	time	NOUN
ctmj-180	194	22	escc	escc	ADJ
ctmj-180	194	23	diagnosis	diagnosis	NOUN
ctmj-180	194	24	,	,	PUNCT
ctmj-180	194	25	potentially	potentially	ADV
ctmj-180	194	26	due	due	ADJ
ctmj-180	194	27	to	to	ADP
ctmj-180	194	28	factors	factor	NOUN
ctmj-180	194	29	such	such	ADJ
ctmj-180	194	30	as	as	ADP
ctmj-180	194	31	compressed	compress	VERB
ctmj-180	194	32	images	image	NOUN
ctmj-180	194	33	in	in	ADP
ctmj-180	194	34	the	the	DET
ctmj-180	194	35	validation	validation	NOUN
ctmj-180	194	36	dataset	dataset	NOUN
ctmj-180	194	37	or	or	CCONJ
ctmj-180	194	38	an	an	DET
ctmj-180	194	39	imbalanced	imbalanced	ADJ
ctmj-180	194	40	proportion	proportion	NOUN
ctmj-180	194	41	of	of	ADP
ctmj-180	194	42	escc	escc	ADJ
ctmj-180	194	43	cases	case	NOUN
ctmj-180	194	44	among	among	ADP
ctmj-180	194	45	the	the	DET
ctmj-180	194	46	target	target	NOUN
ctmj-180	194	47	lesions	lesion	NOUN
ctmj-180	194	48	.	.	PUNCT
ctmj-180	195	1	aoyama	aoyama	PROPN
ctmj-180	195	2	et	et	PROPN
ctmj-180	195	3	al[28	al[28	PROPN
ctmj-180	195	4	]	]	PUNCT
ctmj-180	195	5	harnessed	harness	VERB
ctmj-180	195	6	endoscopic	endoscopic	ADJ
ctmj-180	195	7	videos	video	NOUN
ctmj-180	195	8	to	to	PART
ctmj-180	195	9	develop	develop	VERB
ctmj-180	195	10	an	an	DET
ctmj-180	195	11	ai	ai	NOUN
ctmj-180	195	12	model	model	NOUN
ctmj-180	195	13	for	for	ADP
ctmj-180	195	14	the	the	DET
ctmj-180	195	15	detection	detection	NOUN
ctmj-180	195	16	of	of	ADP
ctmj-180	195	17	superficial	superficial	ADJ
ctmj-180	195	18	escc	escc	NOUN
ctmj-180	195	19	.	.	PUNCT
ctmj-180	196	1	the	the	DET
ctmj-180	196	2	model	model	NOUN
ctmj-180	196	3	was	be	AUX
ctmj-180	196	4	trained	train	VERB
ctmj-180	196	5	on	on	ADP
ctmj-180	196	6	nbi	nbi	NOUN
ctmj-180	196	7	images	image	NOUN
ctmj-180	196	8	sourced	source	VERB
ctmj-180	196	9	from	from	ADP
ctmj-180	196	10	endoscopic	endoscopic	ADJ
ctmj-180	196	11	examination	examination	NOUN
ctmj-180	196	12	videos	video	NOUN
ctmj-180	196	13	of	of	ADP
ctmj-180	196	14	200	200	NUM
ctmj-180	196	15	patients	patient	NOUN
ctmj-180	196	16	under	under	ADP
ctmj-180	196	17	nbi	nbi	PROPN
ctmj-180	196	18	,	,	PUNCT
ctmj-180	196	19	which	which	PRON
ctmj-180	196	20	were	be	AUX
ctmj-180	196	21	dissected	dissect	VERB
ctmj-180	196	22	into	into	ADP
ctmj-180	196	23	individual	individual	ADJ
ctmj-180	196	24	frames	frame	NOUN
ctmj-180	196	25	.	.	PUNCT
ctmj-180	197	1	the	the	DET
ctmj-180	197	2	test	test	NOUN
ctmj-180	197	3	dataset	dataset	NOUN
ctmj-180	197	4	consisted	consist	VERB
ctmj-180	197	5	of	of	ADP
ctmj-180	197	6	images	image	NOUN
ctmj-180	197	7	from	from	ADP
ctmj-180	197	8	97	97	NUM
ctmj-180	197	9	patients	patient	NOUN
ctmj-180	197	10	.	.	PUNCT
ctmj-180	198	1	the	the	DET
ctmj-180	198	2	model	model	NOUN
ctmj-180	198	3	achieved	achieve	VERB
ctmj-180	198	4	sensitivity	sensitivity	NOUN
ctmj-180	198	5	,	,	PUNCT
ctmj-180	198	6	specificity	specificity	NOUN
ctmj-180	198	7	,	,	PUNCT
ctmj-180	198	8	and	and	CCONJ
ctmj-180	198	9	accuracy	accuracy	NOUN
ctmj-180	198	10	figures	figure	NOUN
ctmj-180	198	11	of	of	ADP
ctmj-180	198	12	87.5	87.5	NUM
ctmj-180	198	13	%	%	NOUN
ctmj-180	198	14	,	,	PUNCT
ctmj-180	198	15	22.8	22.8	NUM
ctmj-180	198	16	%	%	NOUN
ctmj-180	198	17	,	,	PUNCT
ctmj-180	198	18	and	and	CCONJ
ctmj-180	198	19	49.5	49.5	NUM
ctmj-180	198	20	%	%	NOUN
ctmj-180	198	21	,	,	PUNCT
ctmj-180	198	22	respectively	respectively	ADV
ctmj-180	198	23	.	.	PUNCT
ctmj-180	199	1	shi	shi	PROPN
ctmj-180	199	2	roma	roma	PROPN
ctmj-180	199	3	et	et	PROPN
ctmj-180	199	4	al[29	al[29	PROPN
ctmj-180	199	5	]	]	PUNCT
ctmj-180	199	6	introduced	introduce	VERB
ctmj-180	199	7	a	a	DET
ctmj-180	199	8	bimodal	bimodal	NOUN
ctmj-180	199	9	ai	ai	VERB
ctmj-180	199	10	model	model	NOUN
ctmj-180	199	11	based	base	VERB
ctmj-180	199	12	on	on	ADP
ctmj-180	199	13	ssd	ssd	NOUN
ctmj-180	199	14	for	for	ADP
ctmj-180	199	15	real	real	ADJ
ctmj-180	199	16	-	-	PUNCT
ctmj-180	199	17	time	time	NOUN
ctmj-180	199	18	detection	detection	NOUN
ctmj-180	199	19	of	of	ADP
ctmj-180	199	20	superficial	superficial	ADJ
ctmj-180	199	21	escc	escc	NOUN
ctmj-180	199	22	.	.	PUNCT
ctmj-180	200	1	the	the	DET
ctmj-180	200	2	training	training	NOUN
ctmj-180	200	3	dataset	dataset	NOUN
ctmj-180	200	4	contained	contain	VERB
ctmj-180	200	5	8428	8428	NUM
ctmj-180	200	6	wli	wli	PROPN
ctmj-180	200	7	and	and	CCONJ
ctmj-180	200	8	nbi	nbi	NOUN
ctmj-180	200	9	images	image	NOUN
ctmj-180	200	10	,	,	PUNCT
ctmj-180	200	11	while	while	SCONJ
ctmj-180	200	12	the	the	DET
ctmj-180	200	13	testing	testing	NOUN
ctmj-180	200	14	dataset	dataset	VERB
ctmj-180	200	15	featured	feature	VERB
ctmj-180	200	16	64	64	NUM
ctmj-180	200	17	slow	slow	ADJ
ctmj-180	200	18	-	-	PUNCT
ctmj-180	200	19	speed	speed	NOUN
ctmj-180	200	20	videos	video	NOUN
ctmj-180	200	21	(	(	PUNCT
ctmj-180	200	22	each	each	DET
ctmj-180	200	23	lasting	last	VERB
ctmj-180	200	24	5–15	5–15	PROPN
ctmj-180	200	25	s	s	NOUN
ctmj-180	200	26	)	)	PUNCT
ctmj-180	200	27	and	and	CCONJ
ctmj-180	200	28	80	80	NUM
ctmj-180	200	29	high	high	ADJ
ctmj-180	200	30	-	-	PUNCT
ctmj-180	200	31	speed	speed	NOUN
ctmj-180	200	32	videos	video	NOUN
ctmj-180	200	33	at	at	ADP
ctmj-180	200	34	2	2	NUM
ctmj-180	200	35	cm	cm	NOUN
ctmj-180	200	36	/	/	SYM
ctmj-180	200	37	s.	s.	PROPN
ctmj-180	200	38	the	the	DET
ctmj-180	200	39	model	model	NOUN
ctmj-180	200	40	processed	process	VERB
ctmj-180	200	41	30	30	NUM
ctmj-180	200	42	frames	frame	NOUN
ctmj-180	200	43	of	of	ADP
ctmj-180	200	44	images	image	NOUN
ctmj-180	200	45	per	per	ADP
ctmj-180	200	46	second	second	ADV
ctmj-180	200	47	and	and	CCONJ
ctmj-180	200	48	accurately	accurately	ADV
ctmj-180	200	49	identified	identify	VERB
ctmj-180	200	50	all	all	DET
ctmj-180	200	51	superficial	superficial	ADJ
ctmj-180	200	52	escc	escc	ADJ
ctmj-180	200	53	lesions	lesion	NOUN
ctmj-180	200	54	in	in	ADP
ctmj-180	200	55	slow	slow	ADJ
ctmj-180	200	56	-	-	PUNCT
ctmj-180	200	57	speed	speed	NOUN
ctmj-180	200	58	videos	video	NOUN
ctmj-180	200	59	and	and	CCONJ
ctmj-180	200	60	85	85	NUM
ctmj-180	200	61	%	%	NOUN
ctmj-180	200	62	of	of	ADP
ctmj-180	200	63	lesions	lesion	NOUN
ctmj-180	200	64	in	in	ADP
ctmj-180	200	65	high	high	ADJ
ctmj-180	200	66	-	-	PUNCT
ctmj-180	200	67	speed	speed	NOUN
ctmj-180	200	68	videos	video	NOUN
ctmj-180	200	69	.	.	PUNCT
ctmj-180	201	1	furthermore	furthermore	ADV
ctmj-180	201	2	,	,	PUNCT
ctmj-180	201	3	the	the	DET
ctmj-180	201	4	introduction	introduction	NOUN
ctmj-180	201	5	of	of	ADP
ctmj-180	201	6	ai	ai	VERB
ctmj-180	201	7	led	lead	VERB
ctmj-180	201	8	to	to	ADP
ctmj-180	201	9	enhanced	enhance	VERB
ctmj-180	201	10	detection	detection	NOUN
ctmj-180	201	11	sensitivity	sensitivity	NOUN
ctmj-180	201	12	in	in	ADP
ctmj-180	201	13	13	13	NUM
ctmj-180	201	14	out	out	ADP
ctmj-180	201	15	of	of	ADP
ctmj-180	201	16	18	18	NUM
ctmj-180	201	17	endoscopists	endoscopist	NOUN
ctmj-180	201	18	.	.	PUNCT
ctmj-180	202	1	waki	waki	PROPN
ctmj-180	202	2	et	et	PROPN
ctmj-180	202	3	al[30	al[30	PROPN
ctmj-180	202	4	]	]	PUNCT
ctmj-180	202	5	developed	develop	VERB
ctmj-180	202	6	a	a	DET
ctmj-180	202	7	multimodal	multimodal	NOUN
ctmj-180	202	8	ai	ai	NOUN
ctmj-180	202	9	model	model	NOUN
ctmj-180	202	10	designed	design	VERB
ctmj-180	202	11	for	for	ADP
ctmj-180	202	12	identifying	identify	VERB
ctmj-180	202	13	superficial	superficial	ADJ
ctmj-180	202	14	escc	escc	NOUN
ctmj-180	202	15	.	.	PUNCT
ctmj-180	203	1	this	this	DET
ctmj-180	203	2	ai	ai	PROPN
ctmj-180	203	3	model	model	NOUN
ctmj-180	203	4	was	be	AUX
ctmj-180	203	5	trained	train	VERB
ctmj-180	203	6	using	use	VERB
ctmj-180	203	7	18,797	18,797	NUM
ctmj-180	203	8	wli	wli	NOUN
ctmj-180	203	9	and	and	CCONJ
ctmj-180	203	10	nbi	nbi	PROPN
ctmj-180	203	11	/	/	SYM
ctmj-180	203	12	bli	bli	PROPN
ctmj-180	203	13	images	image	NOUN
ctmj-180	203	14	and	and	CCONJ
ctmj-180	203	15	was	be	AUX
ctmj-180	203	16	subsequently	subsequently	ADV
ctmj-180	203	17	tested	test	VERB
ctmj-180	203	18	with	with	ADP
ctmj-180	203	19	100	100	NUM
ctmj-180	203	20	video	video	NOUN
ctmj-180	203	21	clips	clip	NOUN
ctmj-180	203	22	simulating	simulate	VERB
ctmj-180	203	23	scenarios	scenario	NOUN
ctmj-180	203	24	where	where	SCONJ
ctmj-180	203	25	lesions	lesion	NOUN
ctmj-180	203	26	had	have	AUX
ctmj-180	203	27	been	be	AUX
ctmj-180	203	28	overlooked	overlook	VERB
ctmj-180	203	29	.	.	PUNCT
ctmj-180	204	1	each	each	DET
ctmj-180	204	2	video	video	NOUN
ctmj-180	204	3	clip	clip	NOUN
ctmj-180	204	4	ranged	range	VERB
ctmj-180	204	5	from	from	ADP
ctmj-180	204	6	20	20	NUM
ctmj-180	204	7	s	s	NOUN
ctmj-180	204	8	to	to	ADP
ctmj-180	204	9	30	30	NUM
ctmj-180	204	10	s	s	NOUN
ctmj-180	204	11	in	in	ADP
ctmj-180	204	12	duration	duration	NOUN
ctmj-180	204	13	.	.	PUNCT
ctmj-180	205	1	the	the	DET
ctmj-180	205	2	ai	ai	PROPN
ctmj-180	205	3	model	model	NOUN
ctmj-180	205	4	exhibited	exhibit	VERB
ctmj-180	205	5	sensitivities	sensitivity	NOUN
ctmj-180	205	6	of	of	ADP
ctmj-180	205	7	85.7	85.7	NUM
ctmj-180	205	8	%	%	NOUN
ctmj-180	205	9	ctmj	ctmj	NOUN
ctmj-180	205	10	|	|	ADV
ctmj-180	205	11	traditionalmedicinejournals.com	traditionalmedicinejournals.com	X
ctmj-180	205	12	chinese	chinese	ADJ
ctmj-180	205	13	traditional	traditional	ADJ
ctmj-180	205	14	medicine	medicine	NOUN
ctmj-180	205	15	journal	journal	NOUN
ctmj-180	205	16	|	|	ADV
ctmj-180	205	17	2025	2025	NUM
ctmj-180	205	18	|	|	ADV
ctmj-180	205	19	vol	vol	NOUN
ctmj-180	205	20	8	8	NUM
ctmj-180	205	21	|issue	|issue	NOUN
ctmj-180	205	22	3	3	NUM
ctmj-180	205	23	39	39	NUM
ctmj-180	205	24	under	under	ADP
ctmj-180	205	25	nbi	nbi	PROPN
ctmj-180	205	26	/	/	SYM
ctmj-180	205	27	bli	bli	PROPN
ctmj-180	205	28	and	and	CCONJ
ctmj-180	205	29	77.8	77.8	NUM
ctmj-180	205	30	%	%	NOUN
ctmj-180	205	31	under	under	ADP
ctmj-180	205	32	wli	wli	NOUN
ctmj-180	205	33	,	,	PUNCT
ctmj-180	205	34	surpassing	surpass	VERB
ctmj-180	205	35	the	the	DET
ctmj-180	205	36	performance	performance	NOUN
ctmj-180	205	37	of	of	ADP
ctmj-180	205	38	21	21	NUM
ctmj-180	205	39	endoscopists	endoscopist	NOUN
ctmj-180	205	40	,	,	PUNCT
ctmj-180	205	41	whose	whose	DET
ctmj-180	205	42	sensitivities	sensitivity	NOUN
ctmj-180	205	43	stood	stand	VERB
ctmj-180	205	44	at	at	ADP
ctmj-180	205	45	75	75	NUM
ctmj-180	205	46	%	%	NOUN
ctmj-180	205	47	and	and	CCONJ
ctmj-180	205	48	56.1	56.1	NUM
ctmj-180	205	49	%	%	NOUN
ctmj-180	205	50	,	,	PUNCT
ctmj-180	205	51	respectively	respectively	ADV
ctmj-180	205	52	.	.	PUNCT
ctmj-180	206	1	additionally	additionally	ADV
ctmj-180	206	2	,	,	PUNCT
ctmj-180	206	3	the	the	DET
ctmj-180	206	4	ai	ai	NOUN
ctmj-180	206	5	-	-	PUNCT
ctmj-180	206	6	as	as	ADV
ctmj-180	206	7	sisted	siste	VERB
ctmj-180	206	8	sensitivity	sensitivity	NOUN
ctmj-180	206	9	of	of	ADP
ctmj-180	206	10	endoscopists	endoscopist	NOUN
ctmj-180	206	11	in	in	ADP
ctmj-180	206	12	detecting	detect	VERB
ctmj-180	206	13	lesions	lesion	NOUN
ctmj-180	206	14	under	under	ADP
ctmj-180	206	15	nbi	nbi	PROPN
ctmj-180	206	16	/	/	SYM
ctmj-180	206	17	bli	bli	PROPN
ctmj-180	206	18	improved	improve	VERB
ctmj-180	206	19	by	by	ADP
ctmj-180	206	20	2.7	2.7	NUM
ctmj-180	206	21	%	%	NOUN
ctmj-180	206	22	.	.	PUNCT
ctmj-180	207	1	the	the	DET
ctmj-180	207	2	endoscopic	endoscopic	ADJ
ctmj-180	207	3	method	method	NOUN
ctmj-180	207	4	of	of	ADP
ctmj-180	207	5	iodine	iodine	NOUN
ctmj-180	207	6	staining	stain	VERB
ctmj-180	207	7	is	be	AUX
ctmj-180	207	8	used	use	VERB
ctmj-180	207	9	for	for	ADP
ctmj-180	207	10	the	the	DET
ctmj-180	207	11	screening	screening	NOUN
ctmj-180	207	12	of	of	ADP
ctmj-180	207	13	escc	escc	ADJ
ctmj-180	207	14	and	and	CCONJ
ctmj-180	207	15	precancerous	precancerous	ADJ
ctmj-180	207	16	lesions	lesion	NOUN
ctmj-180	207	17	.	.	PUNCT
ctmj-180	208	1	its	its	PRON
ctmj-180	208	2	sensitivity	sensitivity	NOUN
ctmj-180	208	3	ranges	range	VERB
ctmj-180	208	4	from	from	ADP
ctmj-180	208	5	92	92	NUM
ctmj-180	208	6	%	%	NOUN
ctmj-180	208	7	to	to	PART
ctmj-180	208	8	100	100	NUM
ctmj-180	208	9	%	%	NOUN
ctmj-180	208	10	.	.	PUNCT
ctmj-180	209	1	chapters	chapter	NOUN
ctmj-180	209	2	31	31	NUM
ctmj-180	209	3	–	–	PUNCT
ctmj-180	209	4	33	33	NUM
ctmj-180	209	5	because	because	SCONJ
ctmj-180	209	6	malignant	malignant	ADJ
ctmj-180	209	7	or	or	CCONJ
ctmj-180	209	8	precancerous	precancerous	ADJ
ctmj-180	209	9	areas	area	NOUN
ctmj-180	209	10	can	can	AUX
ctmj-180	209	11	seem	seem	VERB
ctmj-180	209	12	unstained	unstained	ADJ
ctmj-180	209	13	or	or	CCONJ
ctmj-180	209	14	very	very	ADV
ctmj-180	209	15	barely	barely	ADV
ctmj-180	209	16	stained	stain	VERB
ctmj-180	209	17	,	,	PUNCT
ctmj-180	209	18	endoscopists	endoscopist	NOUN
ctmj-180	209	19	depend	depend	VERB
ctmj-180	209	20	on	on	ADP
ctmj-180	209	21	the	the	DET
ctmj-180	209	22	intensity	intensity	NOUN
ctmj-180	209	23	of	of	ADP
ctmj-180	209	24	staining	stain	VERB
ctmj-180	209	25	to	to	PART
ctmj-180	209	26	identify	identify	VERB
ctmj-180	209	27	lesions	lesion	NOUN
ctmj-180	209	28	.	.	PUNCT
ctmj-180	210	1	because	because	SCONJ
ctmj-180	210	2	of	of	ADP
ctmj-180	210	3	this	this	PRON
ctmj-180	210	4	,	,	PUNCT
ctmj-180	210	5	iodine	iodine	NOUN
ctmj-180	210	6	staining	stain	VERB
ctmj-180	210	7	is	be	AUX
ctmj-180	210	8	a	a	DET
ctmj-180	210	9	powerful	powerful	ADJ
ctmj-180	210	10	modality	modality	NOUN
ctmj-180	210	11	that	that	PRON
ctmj-180	210	12	ai	ai	VERB
ctmj-180	210	13	models	model	NOUN
ctmj-180	210	14	may	may	AUX
ctmj-180	210	15	use	use	VERB
ctmj-180	210	16	.	.	PUNCT
ctmj-180	211	1	a	a	DET
ctmj-180	211	2	multimodal	multimodal	NOUN
ctmj-180	211	3	ai	ai	NOUN
ctmj-180	211	4	model	model	NOUN
ctmj-180	211	5	was	be	AUX
ctmj-180	211	6	introduced	introduce	VERB
ctmj-180	211	7	by	by	ADP
ctmj-180	211	8	yang	yang	PROPN
ctmj-180	211	9	et	et	PROPN
ctmj-180	211	10	al	al	PROPN
ctmj-180	211	11	.	.	PUNCT
ctmj-180	212	1	[	[	X
ctmj-180	212	2	34	34	NUM
ctmj-180	212	3	]	]	PUNCT
ctmj-180	212	4	for	for	ADP
ctmj-180	212	5	the	the	DET
ctmj-180	212	6	purpose	purpose	NOUN
ctmj-180	212	7	of	of	ADP
ctmj-180	212	8	identifying	identify	VERB
ctmj-180	212	9	escc	escc	ADJ
ctmj-180	212	10	and	and	CCONJ
ctmj-180	212	11	high	high	ADJ
ctmj-180	212	12	-	-	PUNCT
ctmj-180	212	13	grade	grade	NOUN
ctmj-180	212	14	ep	ep	PROPN
ctmj-180	212	15	neoplasia	neoplasia	NOUN
ctmj-180	212	16	using	use	VERB
ctmj-180	212	17	wli	wli	PROPN
ctmj-180	212	18	,	,	PUNCT
ctmj-180	212	19	bli	bli	PROPN
ctmj-180	212	20	,	,	PUNCT
ctmj-180	212	21	iodine	iodine	NOUN
ctmj-180	212	22	staining	stain	VERB
ctmj-180	212	23	,	,	PUNCT
ctmj-180	212	24	and	and	CCONJ
ctmj-180	212	25	me	i	PRON
ctmj-180	212	26	modalities	modality	NOUN
ctmj-180	212	27	.	.	PUNCT
ctmj-180	213	1	there	there	PRON
ctmj-180	213	2	were	be	VERB
ctmj-180	213	3	two	two	NUM
ctmj-180	213	4	main	main	ADJ
ctmj-180	213	5	parts	part	NOUN
ctmj-180	213	6	to	to	ADP
ctmj-180	213	7	this	this	DET
ctmj-180	213	8	model	model	NOUN
ctmj-180	213	9	.	.	PUNCT
ctmj-180	214	1	the	the	DET
ctmj-180	214	2	first	first	ADJ
ctmj-180	214	3	part	part	NOUN
ctmj-180	214	4	,	,	PUNCT
ctmj-180	214	5	built	build	VERB
ctmj-180	214	6	on	on	ADP
ctmj-180	214	7	the	the	DET
ctmj-180	214	8	yolo	yolo	ADJ
ctmj-180	214	9	v3	v3	PROPN
ctmj-180	214	10	framework	framework	NOUN
ctmj-180	214	11	,	,	PUNCT
ctmj-180	214	12	was	be	AUX
ctmj-180	214	13	concerned	concern	VERB
ctmj-180	214	14	with	with	ADP
ctmj-180	214	15	lesion	lesion	NOUN
ctmj-180	214	16	identification	identification	NOUN
ctmj-180	214	17	in	in	ADP
ctmj-180	214	18	the	the	DET
ctmj-180	214	19	non	non	ADJ
ctmj-180	214	20	-	-	ADJ
ctmj-180	214	21	me	i	PRON
ctmj-180	214	22	modality	modality	NOUN
ctmj-180	214	23	,	,	PUNCT
ctmj-180	214	24	while	while	SCONJ
ctmj-180	214	25	the	the	DET
ctmj-180	214	26	second	second	ADJ
ctmj-180	214	27	part	part	NOUN
ctmj-180	214	28	,	,	PUNCT
ctmj-180	214	29	based	base	VERB
ctmj-180	214	30	on	on	ADP
ctmj-180	214	31	resnet	resnet	NOUN
ctmj-180	214	32	v2	v2	PROPN
ctmj-180	214	33	,	,	PUNCT
ctmj-180	214	34	was	be	AUX
ctmj-180	214	35	concerned	concern	VERB
ctmj-180	214	36	with	with	ADP
ctmj-180	214	37	lesion	lesion	NOUN
ctmj-180	214	38	characterisation	characterisation	NOUN
ctmj-180	214	39	in	in	ADP
ctmj-180	214	40	the	the	DET
ctmj-180	214	41	me	me	PROPN
ctmj-180	214	42	-	-	PUNCT
ctmj-180	214	43	bli	bli	PROPN
ctmj-180	214	44	modality	modality	NOUN
ctmj-180	214	45	.	.	PUNCT
ctmj-180	215	1	testing	testing	NOUN
ctmj-180	215	2	included	include	VERB
ctmj-180	215	3	2309	2309	NUM
ctmj-180	215	4	photos	photo	NOUN
ctmj-180	215	5	and	and	CCONJ
ctmj-180	215	6	104	104	NUM
ctmj-180	215	7	video	video	NOUN
ctmj-180	215	8	clips	clip	NOUN
ctmj-180	215	9	,	,	PUNCT
ctmj-180	215	10	whereas	whereas	SCONJ
ctmj-180	215	11	the	the	DET
ctmj-180	215	12	model	model	NOUN
ctmj-180	215	13	's	's	PART
ctmj-180	215	14	training	training	NOUN
ctmj-180	215	15	used	use	VERB
ctmj-180	215	16	10,988	10,988	NUM
ctmj-180	215	17	images	image	NOUN
ctmj-180	215	18	.	.	PUNCT
ctmj-180	216	1	in	in	ADP
ctmj-180	216	2	terms	term	NOUN
ctmj-180	216	3	of	of	ADP
ctmj-180	216	4	diagnostic	diagnostic	ADJ
ctmj-180	216	5	accuracy	accuracy	NOUN
ctmj-180	216	6	,	,	PUNCT
ctmj-180	216	7	the	the	DET
ctmj-180	216	8	results	result	NOUN
ctmj-180	216	9	showed	show	VERB
ctmj-180	216	10	that	that	SCONJ
ctmj-180	216	11	the	the	DET
ctmj-180	216	12	ai	ai	NOUN
ctmj-180	216	13	model	model	NOUN
ctmj-180	216	14	was	be	AUX
ctmj-180	216	15	comparable	comparable	ADJ
ctmj-180	216	16	to	to	ADP
ctmj-180	216	17	two	two	NUM
ctmj-180	216	18	expert	expert	NOUN
ctmj-180	216	19	endoscopists	endoscopist	NOUN
ctmj-180	216	20	(	(	PUNCT
ctmj-180	216	21	p	p	X
ctmj-180	216	22	=	=	NOUN
ctmj-180	216	23	0.205	0.205	NUM
ctmj-180	216	24	)	)	PUNCT
ctmj-180	216	25	and	and	CCONJ
ctmj-180	216	26	much	much	ADV
ctmj-180	216	27	better	well	ADJ
ctmj-180	216	28	than	than	ADP
ctmj-180	216	29	four	four	NUM
ctmj-180	216	30	non	non	ADJ
ctmj-180	216	31	-	-	ADJ
ctmj-180	216	32	expert	expert	ADJ
ctmj-180	216	33	endoscopists	endoscopist	NOUN
ctmj-180	216	34	(	(	PUNCT
ctmj-180	216	35	p	p	X
ctmj-180	216	36	<	<	X
ctmj-180	216	37	0.05	0.05	NUM
ctmj-180	216	38	)	)	PUNCT
ctmj-180	216	39	.	.	PUNCT
ctmj-180	217	1	also	also	ADV
ctmj-180	217	2	,	,	PUNCT
ctmj-180	217	3	in	in	ADP
ctmj-180	217	4	films	film	NOUN
ctmj-180	217	5	that	that	PRON
ctmj-180	217	6	were	be	AUX
ctmj-180	217	7	n't	not	PART
ctmj-180	217	8	me	i	PRON
ctmj-180	217	9	,	,	PUNCT
ctmj-180	217	10	the	the	DET
ctmj-180	217	11	ai	ai	NOUN
ctmj-180	217	12	model	model	NOUN
ctmj-180	217	13	could	could	AUX
ctmj-180	217	14	analyze	analyze	VERB
ctmj-180	217	15	10	10	NUM
ctmj-180	217	16	images	image	NOUN
ctmj-180	217	17	/	/	SYM
ctmj-180	217	18	second	second	ADJ
ctmj-180	217	19	with	with	ADP
ctmj-180	217	20	a	a	DET
ctmj-180	217	21	latency	latency	NOUN
ctmj-180	217	22	of	of	ADP
ctmj-180	217	23	under	under	ADP
ctmj-180	217	24	100	100	NUM
ctmj-180	217	25	ms	ms	PROPN
ctmj-180	217	26	.	.	PROPN
ctmj-180	217	27	yuan	yuan	PROPN
ctmj-180	217	28	et	et	PROPN
ctmj-180	217	29	al	al	PROPN
ctmj-180	217	30	.	.	PUNCT
ctmj-180	218	1	[	[	X
ctmj-180	218	2	35	35	NUM
ctmj-180	218	3	]	]	PUNCT
ctmj-180	218	4	developed	develop	VERB
ctmj-180	218	5	an	an	DET
ctmj-180	218	6	ai	ai	NOUN
ctmj-180	218	7	model	model	NOUN
ctmj-180	218	8	that	that	PRON
ctmj-180	218	9	uses	use	VERB
ctmj-180	218	10	wli	wli	PROPN
ctmj-180	218	11	,	,	PUNCT
ctmj-180	218	12	nonme	nonme	PROPN
ctmj-180	218	13	nbi	nbi	NOUN
ctmj-180	218	14	,	,	PUNCT
ctmj-180	218	15	iodine	iodine	NOUN
ctmj-180	218	16	staining	stain	VERB
ctmj-180	218	17	,	,	PUNCT
ctmj-180	218	18	and	and	CCONJ
ctmj-180	218	19	me	i	PRON
ctmj-180	218	20	nbi	nbi	NOUN
ctmj-180	218	21	to	to	PART
ctmj-180	218	22	identify	identify	VERB
ctmj-180	218	23	superficial	superficial	ADJ
ctmj-180	218	24	escc	escc	ADJ
ctmj-180	218	25	and	and	CCONJ
ctmj-180	218	26	precancerous	precancerous	ADJ
ctmj-180	218	27	lesions	lesion	NOUN
ctmj-180	218	28	.	.	PUNCT
ctmj-180	219	1	the	the	DET
ctmj-180	219	2	model	model	NOUN
ctmj-180	219	3	is	be	AUX
ctmj-180	219	4	based	base	VERB
ctmj-180	219	5	on	on	ADP
ctmj-180	219	6	yolo	yolo	PROPN
ctmj-180	219	7	v3	v3	PROPN
ctmj-180	219	8	.	.	PUNCT
ctmj-180	220	1	the	the	DET
ctmj-180	220	2	training	training	NOUN
ctmj-180	220	3	dataset	dataset	NOUN
ctmj-180	220	4	consists	consist	VERB
ctmj-180	220	5	of	of	ADP
ctmj-180	220	6	45,770	45,770	NUM
ctmj-180	220	7	pictures	picture	NOUN
ctmj-180	220	8	in	in	ADP
ctmj-180	220	9	total	total	NOUN
ctmj-180	220	10	.	.	PUNCT
ctmj-180	221	1	separate	separate	ADJ
ctmj-180	221	2	from	from	ADP
ctmj-180	221	3	the	the	DET
ctmj-180	221	4	external	external	ADJ
ctmj-180	221	5	validation	validation	NOUN
ctmj-180	221	6	dataset	dataset	NOUN
ctmj-180	221	7	,	,	PUNCT
ctmj-180	221	8	which	which	PRON
ctmj-180	221	9	included	include	VERB
ctmj-180	221	10	2088	2088	NUM
ctmj-180	221	11	photos	photo	NOUN
ctmj-180	221	12	sourced	source	VERB
ctmj-180	221	13	from	from	ADP
ctmj-180	221	14	various	various	ADJ
ctmj-180	221	15	hospitals	hospital	NOUN
ctmj-180	221	16	,	,	PUNCT
ctmj-180	221	17	the	the	DET
ctmj-180	221	18	internal	internal	ADJ
ctmj-180	221	19	validation	validation	NOUN
ctmj-180	221	20	dataset	dataset	NOUN
ctmj-180	221	21	had	have	VERB
ctmj-180	221	22	6075	6075	NUM
ctmj-180	221	23	photographs	photograph	NOUN
ctmj-180	221	24	that	that	PRON
ctmj-180	221	25	were	be	AUX
ctmj-180	221	26	homologous	homologous	ADJ
ctmj-180	221	27	to	to	ADP
ctmj-180	221	28	patients	patient	NOUN
ctmj-180	221	29	in	in	ADP
ctmj-180	221	30	the	the	DET
ctmj-180	221	31	training	training	NOUN
ctmj-180	221	32	dataset	dataset	NOUN
ctmj-180	221	33	.	.	PUNCT
ctmj-180	222	1	in	in	ADP
ctmj-180	222	2	addition	addition	NOUN
ctmj-180	222	3	,	,	PUNCT
ctmj-180	222	4	the	the	DET
ctmj-180	222	5	video	video	NOUN
ctmj-180	222	6	test	test	NOUN
ctmj-180	222	7	set	set	NOUN
ctmj-180	222	8	included	include	VERB
ctmj-180	222	9	142	142	NUM
ctmj-180	222	10	video	video	NOUN
ctmj-180	222	11	clips	clip	NOUN
ctmj-180	222	12	.	.	PUNCT
ctmj-180	223	1	the	the	DET
ctmj-180	223	2	ai	ai	PROPN
ctmj-180	223	3	model	model	NOUN
ctmj-180	223	4	's	's	PART
ctmj-180	223	5	diagnostic	diagnostic	ADJ
ctmj-180	223	6	ability	ability	NOUN
ctmj-180	223	7	in	in	ADP
ctmj-180	223	8	the	the	DET
ctmj-180	223	9	picture	picture	NOUN
ctmj-180	223	10	collection	collection	NOUN
ctmj-180	223	11	was	be	AUX
ctmj-180	223	12	on	on	ADP
ctmj-180	223	13	par	par	NOUN
ctmj-180	223	14	with	with	ADP
ctmj-180	223	15	eleven	eleven	NUM
ctmj-180	223	16	seasoned	season	VERB
ctmj-180	223	17	endoscopists	endoscopist	NOUN
ctmj-180	223	18	.	.	PUNCT
ctmj-180	224	1	most	most	ADV
ctmj-180	224	2	notably	notably	ADV
ctmj-180	224	3	,	,	PUNCT
ctmj-180	224	4	as	as	SCONJ
ctmj-180	224	5	compared	compare	VERB
ctmj-180	224	6	to	to	ADP
ctmj-180	224	7	wli	wli	PROPN
ctmj-180	224	8	,	,	PUNCT
ctmj-180	224	9	the	the	DET
ctmj-180	224	10	model	model	NOUN
ctmj-180	224	11	was	be	AUX
ctmj-180	224	12	much	much	ADV
ctmj-180	224	13	more	more	ADV
ctmj-180	224	14	sensitive	sensitive	ADJ
ctmj-180	224	15	in	in	ADP
ctmj-180	224	16	identifying	identify	VERB
ctmj-180	224	17	epithelial	epithelial	ADJ
ctmj-180	224	18	-	-	PUNCT
ctmj-180	224	19	bound	bind	VERB
ctmj-180	224	20	superficial	superficial	ADJ
ctmj-180	224	21	escc	escc	NOUN
ctmj-180	224	22	(	(	PUNCT
ctmj-180	224	23	90.8	90.8	NUM
ctmj-180	224	24	%	%	NOUN
ctmj-180	224	25	vs.	vs.	ADP
ctmj-180	224	26	82.5	82.5	NUM
ctmj-180	224	27	%	%	NOUN
ctmj-180	224	28	)	)	PUNCT
ctmj-180	224	29	.	.	PUNCT
ctmj-180	225	1	crucially	crucially	ADV
ctmj-180	225	2	,	,	PUNCT
ctmj-180	225	3	the	the	DET
ctmj-180	225	4	ai	ai	NOUN
ctmj-180	225	5	model	model	NOUN
ctmj-180	225	6	ran	run	VERB
ctmj-180	225	7	very	very	ADV
ctmj-180	225	8	efficiently	efficiently	ADV
ctmj-180	225	9	,	,	PUNCT
ctmj-180	225	10	with	with	ADP
ctmj-180	225	11	no	no	DET
ctmj-180	225	12	latency	latency	NOUN
ctmj-180	225	13	whatsoever	whatsoever	ADV
ctmj-180	225	14	,	,	PUNCT
ctmj-180	225	15	and	and	CCONJ
ctmj-180	225	16	a	a	DET
ctmj-180	225	17	scan	scan	ADJ
ctmj-180	225	18	time	time	NOUN
ctmj-180	225	19	of	of	ADP
ctmj-180	225	20	just	just	ADV
ctmj-180	225	21	17	17	NUM
ctmj-180	225	22	ms	ms	NOUN
ctmj-180	225	23	per	per	ADP
ctmj-180	225	24	picture	picture	NOUN
ctmj-180	225	25	for	for	ADP
ctmj-180	225	26	diagnosis	diagnosis	NOUN
ctmj-180	225	27	.	.	PUNCT
ctmj-180	226	1	the	the	DET
ctmj-180	226	2	ability	ability	NOUN
ctmj-180	226	3	of	of	ADP
ctmj-180	226	4	ai	ai	PROPN
ctmj-180	226	5	models	model	NOUN
ctmj-180	226	6	to	to	PART
ctmj-180	226	7	quickly	quickly	ADV
ctmj-180	226	8	analyze	analyze	VERB
ctmj-180	226	9	movies	movie	NOUN
ctmj-180	226	10	and	and	CCONJ
ctmj-180	226	11	aid	aid	NOUN
ctmj-180	226	12	endoscopists	endoscopist	NOUN
ctmj-180	226	13	in	in	ADP
ctmj-180	226	14	diagnosing	diagnose	VERB
ctmj-180	226	15	lesions	lesion	NOUN
ctmj-180	226	16	in	in	ADP
ctmj-180	226	17	real	real	ADJ
ctmj-180	226	18	-	-	PUNCT
ctmj-180	226	19	life	life	NOUN
ctmj-180	226	20	clinical	clinical	ADJ
ctmj-180	226	21	settings	setting	NOUN
ctmj-180	226	22	is	be	AUX
ctmj-180	226	23	highlighted	highlight	VERB
ctmj-180	226	24	by	by	ADP
ctmj-180	226	25	this	this	DET
ctmj-180	226	26	[	[	X
ctmj-180	226	27	table	table	NOUN
ctmj-180	226	28	1	1	NUM
ctmj-180	226	29	]	]	PUNCT
ctmj-180	226	30	.	.	PUNCT
ctmj-180	227	1	artificial	artificial	ADJ
ctmj-180	227	2	intelligence	intelligence	NOUN
ctmj-180	227	3	's	's	PART
ctmj-180	227	4	efficacy	efficacy	NOUN
ctmj-180	227	5	in	in	ADP
ctmj-180	227	6	actual	actual	ADJ
ctmj-180	227	7	healthcare	healthcare	NOUN
ctmj-180	227	8	contexts	context	NOUN
ctmj-180	227	9	requires	require	VERB
ctmj-180	227	10	assessment	assessment	NOUN
ctmj-180	227	11	.	.	PUNCT
ctmj-180	228	1	to	to	PART
ctmj-180	228	2	evaluate	evaluate	VERB
ctmj-180	228	3	the	the	DET
ctmj-180	228	4	adjunctive	adjunctive	ADJ
ctmj-180	228	5	diagnostic	diagnostic	ADJ
ctmj-180	228	6	efficacy	efficacy	NOUN
ctmj-180	228	7	of	of	ADP
ctmj-180	228	8	an	an	DET
ctmj-180	228	9	ai	ai	NOUN
ctmj-180	228	10	system	system	NOUN
ctmj-180	228	11	in	in	ADP
ctmj-180	228	12	identifying	identify	VERB
ctmj-180	228	13	superficial	superficial	ADJ
ctmj-180	228	14	escc	escc	ADJ
ctmj-180	228	15	and	and	CCONJ
ctmj-180	228	16	precancerous	precancerous	ADJ
ctmj-180	228	17	lesions	lesion	NOUN
ctmj-180	228	18	in	in	ADP
ctmj-180	228	19	actual	actual	ADJ
ctmj-180	228	20	clinical	clinical	ADJ
ctmj-180	228	21	settings	setting	NOUN
ctmj-180	228	22	,	,	PUNCT
ctmj-180	228	23	yuan	yuan	NOUN
ctmj-180	228	24	et	et	NOUN
ctmj-180	228	25	al.[36	al.[36	PROPN
ctmj-180	228	26	]	]	PUNCT
ctmj-180	228	27	performed	perform	VERB
ctmj-180	228	28	the	the	DET
ctmj-180	228	29	biggest	big	ADJ
ctmj-180	228	30	multi	multi	ADJ
ctmj-180	228	31	-	-	ADJ
ctmj-180	228	32	center	center	NOUN
ctmj-180	228	33	randomized	randomize	VERB
ctmj-180	228	34	controlled	control	VERB
ctmj-180	228	35	experiment	experiment	NOUN
ctmj-180	228	36	.	.	PUNCT
ctmj-180	229	1	in	in	ADP
ctmj-180	229	2	order	order	NOUN
ctmj-180	229	3	to	to	PART
ctmj-180	229	4	aid	aid	VERB
ctmj-180	229	5	endoscopists	endoscopist	NOUN
ctmj-180	229	6	in	in	ADP
ctmj-180	229	7	identifying	identify	VERB
ctmj-180	229	8	lesions	lesion	NOUN
ctmj-180	229	9	under	under	ADP
ctmj-180	229	10	wli	wli	PROPN
ctmj-180	229	11	and	and	CCONJ
ctmj-180	229	12	nbi	nbi	PROPN
ctmj-180	229	13	,	,	PUNCT
ctmj-180	229	14	the	the	DET
ctmj-180	229	15	ai	ai	NOUN
ctmj-180	229	16	system	system	NOUN
ctmj-180	229	17	was	be	AUX
ctmj-180	229	18	directly	directly	ADV
ctmj-180	229	19	incorporated	incorporate	VERB
ctmj-180	229	20	into	into	ADP
ctmj-180	229	21	the	the	DET
ctmj-180	229	22	endoscopic	endoscopic	ADJ
ctmj-180	229	23	equipment	equipment	NOUN
ctmj-180	229	24	.	.	PUNCT
ctmj-180	230	1	this	this	DET
ctmj-180	230	2	research	research	NOUN
ctmj-180	230	3	had	have	VERB
ctmj-180	230	4	11,846	11,846	NUM
ctmj-180	230	5	patients	patient	NOUN
ctmj-180	230	6	in	in	ADP
ctmj-180	230	7	total	total	NOUN
ctmj-180	230	8	.	.	PUNCT
ctmj-180	231	1	with	with	ADP
ctmj-180	231	2	a	a	DET
ctmj-180	231	3	per	per	ADP
ctmj-180	231	4	-	-	PUNCT
ctmj-180	231	5	lesion	lesion	NOUN
ctmj-180	231	6	risk	risk	NOUN
ctmj-180	231	7	ratio	ratio	NOUN
ctmj-180	231	8	of	of	ADP
ctmj-180	231	9	0.25	0.25	NUM
ctmj-180	231	10	and	and	CCONJ
ctmj-180	231	11	a	a	DET
ctmj-180	231	12	perpatient	perpatient	NOUN
ctmj-180	231	13	risk	risk	NOUN
ctmj-180	231	14	ratio	ratio	NOUN
ctmj-180	231	15	of	of	ADP
ctmj-180	231	16	0.37	0.37	NUM
ctmj-180	231	17	and	and	CCONJ
ctmj-180	231	18	a	a	DET
ctmj-180	231	19	p	p	NOUN
ctmj-180	231	20	-	-	PUNCT
ctmj-180	231	21	value	value	NOUN
ctmj-180	231	22	of	of	ADP
ctmj-180	231	23	0.40	0.40	NUM
ctmj-180	231	24	,	,	PUNCT
ctmj-180	231	25	respectively	respectively	ADV
ctmj-180	231	26	,	,	PUNCT
ctmj-180	231	27	the	the	DET
ctmj-180	231	28	ai	ai	ADJ
ctmj-180	231	29	-	-	PUNCT
ctmj-180	231	30	first	first	ADJ
ctmj-180	231	31	group	group	NOUN
ctmj-180	231	32	had	have	VERB
ctmj-180	231	33	lower	low	ADJ
ctmj-180	231	34	miss	miss	NOUN
ctmj-180	231	35	rates	rate	NOUN
ctmj-180	231	36	than	than	ADP
ctmj-180	231	37	the	the	DET
ctmj-180	231	38	routine	routine	ADJ
ctmj-180	231	39	-	-	PUNCT
ctmj-180	231	40	first	first	ADJ
ctmj-180	231	41	group	group	NOUN
ctmj-180	231	42	.	.	PUNCT
ctmj-180	232	1	we	we	PRON
ctmj-180	232	2	may	may	AUX
ctmj-180	232	3	infer	infer	VERB
ctmj-180	232	4	important	important	ADJ
ctmj-180	232	5	information	information	NOUN
ctmj-180	232	6	about	about	ADP
ctmj-180	232	7	the	the	DET
ctmj-180	232	8	further	further	ADJ
ctmj-180	232	9	diagnostic	diagnostic	ADJ
ctmj-180	232	10	utility	utility	NOUN
ctmj-180	232	11	of	of	ADP
ctmj-180	232	12	the	the	DET
ctmj-180	232	13	ai	ai	NOUN
ctmj-180	232	14	system	system	NOUN
ctmj-180	232	15	in	in	ADP
ctmj-180	232	16	actual	actual	ADJ
ctmj-180	232	17	healthcare	healthcare	NOUN
ctmj-180	232	18	environments	environment	NOUN
ctmj-180	232	19	.	.	PUNCT
ctmj-180	233	1	deep	deep	ADJ
ctmj-180	233	2	learning	learning	NOUN
ctmj-180	233	3	-	-	PUNCT
ctmj-180	233	4	assisted	assist	VERB
ctmj-180	233	5	delineation	delineation	NOUN
ctmj-180	233	6	of	of	ADP
ctmj-180	233	7	lesion	lesion	NOUN
ctmj-180	233	8	margin	margin	NOUN
ctmj-180	233	9	endoscopy	endoscopy	NOUN
ctmj-180	233	10	examination	examination	NOUN
ctmj-180	233	11	combined	combine	VERB
ctmj-180	233	12	with	with	ADP
ctmj-180	233	13	histopathology	histopathology	NOUN
ctmj-180	233	14	examination	examination	NOUN
ctmj-180	233	15	represents	represent	VERB
ctmj-180	233	16	the	the	DET
ctmj-180	233	17	gold	gold	ADJ
ctmj-180	233	18	standard	standard	NOUN
ctmj-180	233	19	for	for	ADP
ctmj-180	233	20	diagnosing	diagnose	VERB
ctmj-180	233	21	escc	escc	ADJ
ctmj-180	233	22	and	and	CCONJ
ctmj-180	233	23	precancerous	precancerous	ADJ
ctmj-180	233	24	lesions	lesion	NOUN
ctmj-180	233	25	.	.	PUNCT
ctmj-180	234	1	ensuring	ensure	VERB
ctmj-180	234	2	the	the	DET
ctmj-180	234	3	biopsy	biopsy	NOUN
ctmj-180	234	4	of	of	ADP
ctmj-180	234	5	lesions	lesion	NOUN
ctmj-180	234	6	within	within	ADP
ctmj-180	234	7	the	the	DET
ctmj-180	234	8	designated	designate	VERB
ctmj-180	234	9	area	area	NOUN
ctmj-180	234	10	is	be	AUX
ctmj-180	234	11	crucial	crucial	ADJ
ctmj-180	234	12	for	for	ADP
ctmj-180	234	13	accurate	accurate	ADJ
ctmj-180	234	14	diagnosis	diagnosis	NOUN
ctmj-180	234	15	,	,	PUNCT
ctmj-180	234	16	preventing	prevent	VERB
ctmj-180	234	17	potential	potential	ADJ
ctmj-180	234	18	misses	miss	NOUN
ctmj-180	234	19	or	or	CCONJ
ctmj-180	234	20	misdiagnoses	misdiagnose	NOUN
ctmj-180	234	21	.	.	PUNCT
ctmj-180	235	1	consequently	consequently	ADV
ctmj-180	235	2	,	,	PUNCT
ctmj-180	235	3	the	the	DET
ctmj-180	235	4	accurate	accurate	ADJ
ctmj-180	235	5	delineation	delineation	NOUN
ctmj-180	235	6	of	of	ADP
ctmj-180	235	7	lesion	lesion	NOUN
ctmj-180	235	8	margins	margin	NOUN
ctmj-180	235	9	holds	hold	VERB
ctmj-180	235	10	paramount	paramount	ADJ
ctmj-180	235	11	importance	importance	NOUN
ctmj-180	235	12	as	as	SCONJ
ctmj-180	235	13	it	it	PRON
ctmj-180	235	14	facilitates	facilitate	VERB
ctmj-180	235	15	the	the	DET
ctmj-180	235	16	selection	selection	NOUN
ctmj-180	235	17	of	of	ADP
ctmj-180	235	18	appropriate	appropriate	ADJ
ctmj-180	235	19	biopsy	biopsy	NOUN
ctmj-180	235	20	sites	site	NOUN
ctmj-180	235	21	and	and	CCONJ
ctmj-180	235	22	contributes	contribute	VERB
ctmj-180	235	23	to	to	ADP
ctmj-180	235	24	the	the	DET
ctmj-180	235	25	early	early	ADJ
ctmj-180	235	26	detection	detection	NOUN
ctmj-180	235	27	of	of	ADP
ctmj-180	235	28	escc	escc	NOUN
ctmj-180	235	29	.	.	PUNCT
ctmj-180	236	1	in	in	ADP
ctmj-180	236	2	terms	term	NOUN
ctmj-180	236	3	of	of	ADP
ctmj-180	236	4	treatment	treatment	NOUN
ctmj-180	236	5	,	,	PUNCT
ctmj-180	236	6	compared	compare	VERB
ctmj-180	236	7	with	with	ADP
ctmj-180	236	8	traditional	traditional	ADJ
ctmj-180	236	9	surgery	surgery	NOUN
ctmj-180	236	10	,	,	PUNCT
ctmj-180	236	11	endoscopic	endoscopic	ADJ
ctmj-180	236	12	resection	resection	NOUN
ctmj-180	236	13	(	(	PUNCT
ctmj-180	236	14	er	er	INTJ
ctmj-180	236	15	)	)	PUNCT
ctmj-180	236	16	offers	offer	VERB
ctmj-180	236	17	superior	superior	ADJ
ctmj-180	236	18	preservation	preservation	NOUN
ctmj-180	236	19	of	of	ADP
ctmj-180	236	20	the	the	DET
ctmj-180	236	21	physiological	physiological	ADJ
ctmj-180	236	22	function	function	NOUN
ctmj-180	236	23	of	of	ADP
ctmj-180	236	24	the	the	DET
ctmj-180	236	25	digestive	digestive	ADJ
ctmj-180	236	26	tract	tract	NOUN
ctmj-180	236	27	while	while	SCONJ
ctmj-180	236	28	effectively	effectively	ADV
ctmj-180	236	29	resecting	resect	VERB
ctmj-180	236	30	lesions	lesion	NOUN
ctmj-180	236	31	.	.	PUNCT
ctmj-180	237	1	er	er	INTJ
ctmj-180	237	2	has	have	AUX
ctmj-180	237	3	received	receive	VERB
ctmj-180	237	4	strong	strong	ADJ
ctmj-180	237	5	recommendations	recommendation	NOUN
ctmj-180	237	6	in	in	ADP
ctmj-180	237	7	guidelines	guideline	NOUN
ctmj-180	237	8	as	as	ADP
ctmj-180	237	9	the	the	DET
ctmj-180	237	10	first	first	ADJ
ctmj-180	237	11	-	-	PUNCT
ctmj-180	237	12	line	line	NOUN
ctmj-180	237	13	treatment	treatment	NOUN
ctmj-180	237	14	for	for	ADP
ctmj-180	237	15	early	early	ADJ
ctmj-180	237	16	escc	escc	NOUN
ctmj-180	237	17	.	.	PUNCT
ctmj-180	238	1	however	however	ADV
ctmj-180	238	2	,	,	PUNCT
ctmj-180	238	3	for	for	ADP
ctmj-180	238	4	lesions	lesion	NOUN
ctmj-180	238	5	exceeding	exceed	VERB
ctmj-180	238	6	3/4	3/4	NUM
ctmj-180	238	7	of	of	ADP
ctmj-180	238	8	the	the	DET
ctmj-180	238	9	esophageal	esophageal	ADJ
ctmj-180	238	10	circumference	circumference	NOUN
ctmj-180	238	11	,	,	PUNCT
ctmj-180	238	12	surgery	surgery	NOUN
ctmj-180	238	13	is	be	AUX
ctmj-180	238	14	recommended	recommend	VERB
ctmj-180	238	15	given	give	VERB
ctmj-180	238	16	the	the	DET
ctmj-180	238	17	high	high	ADJ
ctmj-180	238	18	incidence	incidence	NOUN
ctmj-180	238	19	of	of	ADP
ctmj-180	238	20	esophageal	esophageal	ADJ
ctmj-180	238	21	stenosis	stenosis	NOUN
ctmj-180	238	22	(	(	PUNCT
ctmj-180	238	23	exceeding	exceed	VERB
ctmj-180	238	24	60	60	NUM
ctmj-180	238	25	%	%	NOUN
ctmj-180	238	26	)	)	PUNCT
ctmj-180	238	27	following	follow	VERB
ctmj-180	238	28	er.[37	er.[37	PROPN
ctmj-180	238	29	]	]	PUNCT
ctmj-180	238	30	therefore	therefore	ADV
ctmj-180	238	31	,	,	PUNCT
ctmj-180	238	32	achieving	achieve	VERB
ctmj-180	238	33	accurate	accurate	ADJ
ctmj-180	238	34	preoperative	preoperative	ADJ
ctmj-180	238	35	delineation	delineation	NOUN
ctmj-180	238	36	of	of	ADP
ctmj-180	238	37	lesion	lesion	NOUN
ctmj-180	238	38	margins	margin	NOUN
ctmj-180	238	39	plays	play	VERB
ctmj-180	238	40	a	a	DET
ctmj-180	238	41	pivotal	pivotal	ADJ
ctmj-180	238	42	role	role	NOUN
ctmj-180	238	43	in	in	ADP
ctmj-180	238	44	treatment	treatment	NOUN
ctmj-180	238	45	selection	selection	NOUN
ctmj-180	238	46	and	and	CCONJ
ctmj-180	238	47	the	the	DET
ctmj-180	238	48	successful	successful	ADJ
ctmj-180	238	49	completion	completion	NOUN
ctmj-180	238	50	of	of	ADP
ctmj-180	238	51	er	er	INTJ
ctmj-180	238	52	.	.	PUNCT
ctmj-180	238	53	accurate	accurate	ADJ
ctmj-180	238	54	detection	detection	NOUN
ctmj-180	238	55	and	and	CCONJ
ctmj-180	238	56	delineation	delineation	NOUN
ctmj-180	238	57	of	of	ADP
ctmj-180	238	58	lesion	lesion	NOUN
ctmj-180	238	59	margins	margin	NOUN
ctmj-180	238	60	can	can	AUX
ctmj-180	238	61	be	be	AUX
ctmj-180	238	62	challenging	challenge	VERB
ctmj-180	238	63	when	when	SCONJ
ctmj-180	238	64	using	use	VERB
ctmj-180	238	65	wli	wli	PROPN
ctmj-180	238	66	.	.	PUNCT
ctmj-180	239	1	liu	liu	PROPN
ctmj-180	239	2	et	et	PROPN
ctmj-180	239	3	al[38	al[38	PROPN
ctmj-180	239	4	]	]	PUNCT
ctmj-180	239	5	constructed	construct	VERB
ctmj-180	239	6	an	an	DET
ctmj-180	239	7	ai	ai	NOUN
ctmj-180	239	8	model	model	NOUN
ctmj-180	239	9	based	base	VERB
ctmj-180	239	10	on	on	ADP
ctmj-180	239	11	yolact	yolact	NOUN
ctmj-180	239	12	(	(	PUNCT
ctmj-180	239	13	you	you	PRON
ctmj-180	239	14	only	only	ADV
ctmj-180	239	15	look	look	VERB
ctmj-180	239	16	at	at	ADP
ctmj-180	239	17	coefficients	coefficient	NOUN
ctmj-180	239	18	)	)	PUNCT
ctmj-180	239	19	using	use	VERB
ctmj-180	239	20	10,467	10,467	NUM
ctmj-180	239	21	images	image	NOUN
ctmj-180	239	22	capable	capable	ADJ
ctmj-180	239	23	of	of	ADP
ctmj-180	239	24	accurately	accurately	ADV
ctmj-180	239	25	detecting	detect	VERB
ctmj-180	239	26	and	and	CCONJ
ctmj-180	239	27	delineating	delineate	VERB
ctmj-180	239	28	the	the	DET
ctmj-180	239	29	margins	margin	NOUN
ctmj-180	239	30	of	of	ADP
ctmj-180	239	31	superficial	superficial	ADJ
ctmj-180	239	32	escc	escc	ADJ
ctmj-180	239	33	and	and	CCONJ
ctmj-180	239	34	precancerous	precancerous	ADJ
ctmj-180	239	35	lesions	lesion	NOUN
ctmj-180	239	36	under	under	ADP
ctmj-180	239	37	wli	wli	PROPN
ctmj-180	239	38	.	.	PUNCT
ctmj-180	240	1	the	the	DET
ctmj-180	240	2	model	model	NOUN
ctmj-180	240	3	’s	’s	PART
ctmj-180	240	4	per	per	ADP
ctmj-180	240	5	formance	formance	NOUN
ctmj-180	240	6	was	be	AUX
ctmj-180	240	7	evaluated	evaluate	VERB
ctmj-180	240	8	using	use	VERB
ctmj-180	240	9	2616	2616	NUM
ctmj-180	240	10	internal	internal	ADJ
ctmj-180	240	11	validation	validation	NOUN
ctmj-180	240	12	images	image	NOUN
ctmj-180	240	13	and	and	CCONJ
ctmj-180	240	14	563	563	NUM
ctmj-180	240	15	external	external	ADJ
ctmj-180	240	16	validation	validation	NOUN
ctmj-180	240	17	images	image	NOUN
ctmj-180	240	18	.	.	PUNCT
ctmj-180	241	1	the	the	DET
ctmj-180	241	2	results	result	NOUN
ctmj-180	241	3	indicated	indicate	VERB
ctmj-180	241	4	that	that	SCONJ
ctmj-180	241	5	the	the	DET
ctmj-180	241	6	delineation	delineation	NOUN
ctmj-180	241	7	accuracy	accuracy	NOUN
ctmj-180	241	8	of	of	ADP
ctmj-180	241	9	the	the	DET
ctmj-180	241	10	model	model	NOUN
ctmj-180	241	11	was	be	AUX
ctmj-180	241	12	comparable	comparable	ADJ
ctmj-180	241	13	to	to	ADP
ctmj-180	241	14	that	that	PRON
ctmj-180	241	15	of	of	ADP
ctmj-180	241	16	seven	seven	NUM
ctmj-180	241	17	endoscopic	endoscopic	ADJ
ctmj-180	241	18	experts	expert	NOUN
ctmj-180	241	19	(	(	PUNCT
ctmj-180	241	20	98.1	98.1	NUM
ctmj-180	241	21	%	%	NOUN
ctmj-180	241	22	vs.	vs.	ADP
ctmj-180	241	23	95.3	95.3	NUM
ctmj-180	241	24	%	%	NOUN
ctmj-180	241	25	)	)	PUNCT
ctmj-180	241	26	and	and	CCONJ
ctmj-180	241	27	superior	superior	ADJ
ctmj-180	241	28	to	to	ADP
ctmj-180	241	29	that	that	PRON
ctmj-180	241	30	of	of	ADP
ctmj-180	241	31	seven	seven	NUM
ctmj-180	241	32	experienced	experienced	ADJ
ctmj-180	241	33	endoscopists	endoscopist	NOUN
ctmj-180	241	34	(	(	PUNCT
ctmj-180	241	35	98.1	98.1	NUM
ctmj-180	241	36	%	%	NOUN
ctmj-180	241	37	vs.	vs.	ADP
ctmj-180	241	38	78.6	78.6	NUM
ctmj-180	241	39	%	%	NOUN
ctmj-180	241	40	)	)	PUNCT
ctmj-180	241	41	.	.	PUNCT
ctmj-180	242	1	remarkably	remarkably	ADV
ctmj-180	242	2	,	,	PUNCT
ctmj-180	242	3	this	this	DET
ctmj-180	242	4	model	model	NOUN
ctmj-180	242	5	achieved	achieve	VERB
ctmj-180	242	6	a	a	DET
ctmj-180	242	7	rapid	rapid	ADJ
ctmj-180	242	8	diagnostic	diagnostic	ADJ
ctmj-180	242	9	speed	speed	NOUN
ctmj-180	242	10	of	of	ADP
ctmj-180	242	11	only	only	ADV
ctmj-180	242	12	17	17	NUM
ctmj-180	242	13	ms	ms	NOUN
ctmj-180	242	14	per	per	ADP
ctmj-180	242	15	image	image	NOUN
ctmj-180	242	16	,	,	PUNCT
ctmj-180	242	17	suggesting	suggest	VERB
ctmj-180	242	18	its	its	PRON
ctmj-180	242	19	potential	potential	NOUN
ctmj-180	242	20	for	for	ADP
ctmj-180	242	21	real	real	ADJ
ctmj-180	242	22	-	-	PUNCT
ctmj-180	242	23	time	time	NOUN
ctmj-180	242	24	endoscopic	endoscopic	ADJ
ctmj-180	242	25	diagnosis	diagnosis	NOUN
ctmj-180	242	26	.	.	PUNCT
ctmj-180	243	1	nbi	nbi	NOUN
ctmj-180	243	2	is	be	AUX
ctmj-180	243	3	a	a	DET
ctmj-180	243	4	commonly	commonly	ADV
ctmj-180	243	5	used	use	VERB
ctmj-180	243	6	clinical	clinical	ADJ
ctmj-180	243	7	modality	modality	NOUN
ctmj-180	243	8	for	for	ADP
ctmj-180	243	9	determining	determine	VERB
ctmj-180	243	10	the	the	DET
ctmj-180	243	11	boundaries	boundary	NOUN
ctmj-180	243	12	of	of	ADP
ctmj-180	243	13	esophageal	esophageal	ADJ
ctmj-180	243	14	lesions	lesion	NOUN
ctmj-180	243	15	.	.	PUNCT
ctmj-180	244	1	guo	guo	PROPN
ctmj-180	244	2	et	et	PROPN
ctmj-180	244	3	al[39	al[39	PROPN
ctmj-180	244	4	]	]	PUNCT
ctmj-180	244	5	reported	report	VERB
ctmj-180	244	6	an	an	DET
ctmj-180	244	7	ai	ai	NOUN
ctmj-180	244	8	model	model	NOUN
ctmj-180	244	9	designed	design	VERB
ctmj-180	244	10	for	for	ADP
ctmj-180	244	11	diagnosing	diagnose	VERB
ctmj-180	244	12	superficial	superficial	ADJ
ctmj-180	244	13	escc	escc	ADJ
ctmj-180	244	14	and	and	CCONJ
ctmj-180	244	15	precancerous	precancerous	ADJ
ctmj-180	244	16	lesions	lesion	NOUN
ctmj-180	244	17	while	while	SCONJ
ctmj-180	244	18	generating	generate	VERB
ctmj-180	244	19	probability	probability	NOUN
ctmj-180	244	20	heat	heat	NOUN
ctmj-180	244	21	maps	map	NOUN
ctmj-180	244	22	on	on	ADP
ctmj-180	244	23	endoscopic	endoscopic	ADJ
ctmj-180	244	24	images	image	NOUN
ctmj-180	244	25	to	to	PART
ctmj-180	244	26	indicate	indicate	VERB
ctmj-180	244	27	lesion	lesion	NOUN
ctmj-180	244	28	margins	margin	NOUN
ctmj-180	244	29	.	.	PUNCT
ctmj-180	245	1	the	the	DET
ctmj-180	245	2	ai	ai	PROPN
ctmj-180	245	3	model	model	NOUN
ctmj-180	245	4	,	,	PUNCT
ctmj-180	245	5	constructed	construct	VERB
ctmj-180	245	6	based	base	VERB
ctmj-180	245	7	on	on	ADP
ctmj-180	245	8	segnet	segnet	NOUN
ctmj-180	245	9	,	,	PUNCT
ctmj-180	245	10	underwent	underwent	ADJ
ctmj-180	245	11	training	training	NOUN
ctmj-180	245	12	with	with	ADP
ctmj-180	245	13	6473	6473	NUM
ctmj-180	245	14	images	image	NOUN
ctmj-180	245	15	and	and	CCONJ
ctmj-180	245	16	was	be	AUX
ctmj-180	245	17	subsequently	subsequently	ADV
ctmj-180	245	18	tested	test	VERB
ctmj-180	245	19	on	on	ADP
ctmj-180	245	20	6671	6671	NUM
ctmj-180	245	21	images	image	NOUN
ctmj-180	245	22	and	and	CCONJ
ctmj-180	245	23	80	80	NUM
ctmj-180	245	24	video	video	NOUN
ctmj-180	245	25	clips	clip	NOUN
ctmj-180	245	26	.	.	PUNCT
ctmj-180	246	1	the	the	DET
ctmj-180	246	2	results	result	NOUN
ctmj-180	246	3	showed	show	VERB
ctmj-180	246	4	that	that	SCONJ
ctmj-180	246	5	regions	region	NOUN
ctmj-180	246	6	of	of	ADP
ctmj-180	246	7	lesions	lesion	NOUN
ctmj-180	246	8	indicated	indicate	VERB
ctmj-180	246	9	by	by	ADP
ctmj-180	246	10	this	this	DET
ctmj-180	246	11	model	model	NOUN
ctmj-180	246	12	closely	closely	ADV
ctmj-180	246	13	aligned	align	VERB
ctmj-180	246	14	with	with	ADP
ctmj-180	246	15	those	those	PRON
ctmj-180	246	16	indicated	indicate	VERB
ctmj-180	246	17	by	by	ADP
ctmj-180	246	18	endoscopists	endoscopist	NOUN
ctmj-180	246	19	.	.	PUNCT
ctmj-180	247	1	yuan	yuan	NOUN
ctmj-180	247	2	et	et	NOUN
ctmj-180	247	3	al[40	al[40	PROPN
ctmj-180	247	4	]	]	PUNCT
ctmj-180	247	5	complied	comply	VERB
ctmj-180	247	6	10,047	10,047	NUM
ctmj-180	247	7	still	still	ADV
ctmj-180	247	8	images	image	NOUN
ctmj-180	247	9	and	and	CCONJ
ctmj-180	247	10	140	140	NUM
ctmj-180	247	11	videos	video	NOUN
ctmj-180	247	12	under	under	ADP
ctmj-180	247	13	nbi	nbi	NOUN
ctmj-180	247	14	to	to	PART
ctmj-180	247	15	create	create	VERB
ctmj-180	247	16	an	an	DET
ctmj-180	247	17	ai	ai	NOUN
ctmj-180	247	18	model	model	NOUN
ctmj-180	247	19	capable	capable	ADJ
ctmj-180	247	20	of	of	ADP
ctmj-180	247	21	detecting	detect	VERB
ctmj-180	247	22	and	and	CCONJ
ctmj-180	247	23	delineating	delineate	VERB
ctmj-180	247	24	superficial	superficial	ADJ
ctmj-180	247	25	escc	escc	ADJ
ctmj-180	247	26	and	and	CCONJ
ctmj-180	247	27	precancerous	precancerous	ADJ
ctmj-180	247	28	lesions	lesion	NOUN
ctmj-180	247	29	.	.	PUNCT
ctmj-180	248	1	the	the	DET
ctmj-180	248	2	ai	ai	PROPN
ctmj-180	248	3	model	model	NOUN
ctmj-180	248	4	was	be	AUX
ctmj-180	248	5	seamlessly	seamlessly	ADV
ctmj-180	248	6	integrated	integrate	VERB
ctmj-180	248	7	into	into	ADP
ctmj-180	248	8	the	the	DET
ctmj-180	248	9	endoscopy	endoscopy	NOUN
ctmj-180	248	10	equipment	equipment	NOUN
ctmj-180	248	11	.	.	PUNCT
ctmj-180	249	1	comparative	comparative	ADJ
ctmj-180	249	2	assessments	assessment	NOUN
ctmj-180	249	3	were	be	AUX
ctmj-180	249	4	conducted	conduct	VERB
ctmj-180	249	5	between	between	ADP
ctmj-180	249	6	the	the	DET
ctmj-180	249	7	model	model	NOUN
ctmj-180	249	8	and	and	CCONJ
ctmj-180	249	9	11	11	NUM
ctmj-180	249	10	endoscopists	endoscopist	NOUN
ctmj-180	249	11	.	.	PUNCT
ctmj-180	250	1	the	the	DET
ctmj-180	250	2	model	model	NOUN
ctmj-180	250	3	exhibited	exhibit	VERB
ctmj-180	250	4	strong	strong	ADJ
ctmj-180	250	5	performance	performance	NOUN
ctmj-180	250	6	,	,	PUNCT
ctmj-180	250	7	achieving	achieve	VERB
ctmj-180	250	8	delineation	delineation	NOUN
ctmj-180	250	9	accuracies	accuracy	NOUN
ctmj-180	250	10	of	of	ADP
ctmj-180	250	11	88.9	88.9	NUM
ctmj-180	250	12	%	%	NOUN
ctmj-180	250	13	in	in	ADP
ctmj-180	250	14	internal	internal	ADJ
ctmj-180	250	15	tests	test	NOUN
ctmj-180	250	16	and	and	CCONJ
ctmj-180	250	17	87.0	87.0	NUM
ctmj-180	250	18	%	%	NOUN
ctmj-180	250	19	in	in	ADP
ctmj-180	250	20	external	external	ADJ
ctmj-180	250	21	tests	test	NOUN
ctmj-180	250	22	.	.	PUNCT
ctmj-180	251	1	impressively	impressively	ADV
ctmj-180	251	2	,	,	PUNCT
ctmj-180	251	3	the	the	DET
ctmj-180	251	4	model	model	NOUN
ctmj-180	251	5	completed	complete	VERB
ctmj-180	251	6	the	the	DET
ctmj-180	251	7	delineation	delineation	NOUN
ctmj-180	251	8	process	process	NOUN
ctmj-180	251	9	in	in	ADP
ctmj-180	251	10	a	a	DET
ctmj-180	251	11	mere	mere	ADJ
ctmj-180	251	12	12	12	NUM
ctmj-180	251	13	ms	ms	NOUN
ctmj-180	251	14	per	per	ADP
ctmj-180	251	15	image	image	NOUN
ctmj-180	251	16	,	,	PUNCT
ctmj-180	251	17	outpacing	outpace	VERB
ctmj-180	251	18	both	both	CCONJ
ctmj-180	251	19	senior	senior	ADJ
ctmj-180	251	20	and	and	CCONJ
ctmj-180	251	21	junior	junior	ADJ
ctmj-180	251	22	endos	endo	NOUN
ctmj-180	251	23	copists	copist	NOUN
ctmj-180	251	24	who	who	PRON
ctmj-180	251	25	required	require	VERB
ctmj-180	251	26	about	about	ADP
ctmj-180	251	27	21.4	21.4	NUM
ctmj-180	251	28	s	s	NOUN
ctmj-180	251	29	and	and	CCONJ
ctmj-180	251	30	33.6	33.6	NUM
ctmj-180	251	31	s	s	NOUN
ctmj-180	251	32	per	per	ADP
ctmj-180	251	33	image	image	NOUN
ctmj-180	251	34	,	,	PUNCT
ctmj-180	251	35	respectively	respectively	ADV
ctmj-180	251	36	.	.	PUNCT
ctmj-180	252	1	the	the	DET
ctmj-180	252	2	model	model	NOUN
ctmj-180	252	3	’s	’s	PART
ctmj-180	252	4	delineation	delineation	NOUN
ctmj-180	252	5	performance	performance	NOUN
ctmj-180	252	6	was	be	AUX
ctmj-180	252	7	superior	superior	ADJ
ctmj-180	252	8	to	to	ADP
ctmj-180	252	9	that	that	PRON
ctmj-180	252	10	of	of	ADP
ctmj-180	252	11	junior	junior	ADJ
ctmj-180	252	12	endoscopists	endoscopist	NOUN
ctmj-180	252	13	(	(	PUNCT
ctmj-180	252	14	89.6	89.6	NUM
ctmj-180	252	15	%	%	NOUN
ctmj-180	252	16	vs.	vs.	ADP
ctmj-180	252	17	74.7	74.7	NUM
ctmj-180	252	18	%	%	NOUN
ctmj-180	252	19	,	,	PUNCT
ctmj-180	252	20	ctmj	ctmj	NOUN
ctmj-180	252	21	|	|	ADV
ctmj-180	252	22	traditionalmedicinejournals.com	traditionalmedicinejournals.com	X
ctmj-180	252	23	chinese	chinese	ADJ
ctmj-180	252	24	traditional	traditional	ADJ
ctmj-180	252	25	medicine	medicine	NOUN
ctmj-180	252	26	journal	journal	NOUN
ctmj-180	252	27	|	|	ADV
ctmj-180	252	28	2025	2025	NUM
ctmj-180	252	29	|	|	ADV
ctmj-180	252	30	vol	vol	NOUN
ctmj-180	252	31	8	8	NUM
ctmj-180	252	32	|issue	|issue	NOUN
ctmj-180	252	33	3	3	NUM
ctmj-180	252	34	40	40	NUM
ctmj-180	252	35	)	)	PUNCT
ctmj-180	253	1	p	p	X
ctmj-180	253	2	<	<	NOUN
ctmj-180	253	3	0.001	0.001	NUM
ctmj-180	253	4	)	)	PUNCT
ctmj-180	253	5	and	and	CCONJ
ctmj-180	253	6	comparable	comparable	ADJ
ctmj-180	253	7	to	to	ADP
ctmj-180	253	8	that	that	PRON
ctmj-180	253	9	of	of	ADP
ctmj-180	253	10	senior	senior	ADJ
ctmj-180	253	11	endoscopists	endoscopist	NOUN
ctmj-180	253	12	(	(	PUNCT
ctmj-180	253	13	89.6	89.6	NUM
ctmj-180	253	14	%	%	NOUN
ctmj-180	253	15	vs.	vs.	ADP
ctmj-180	253	16	89.6	89.6	NUM
ctmj-180	253	17	%	%	NOUN
ctmj-180	253	18	,	,	PUNCT
ctmj-180	253	19	p	p	X
ctmj-180	253	20	=	=	NOUN
ctmj-180	253	21	1.000	1.000	NUM
ctmj-180	253	22	)	)	PUNCT
ctmj-180	253	23	.	.	PUNCT
ctmj-180	254	1	furthermore	furthermore	ADV
ctmj-180	254	2	,	,	PUNCT
ctmj-180	254	3	yuan	yuan	X
ctmj-180	254	4	et	et	NOUN
ctmj-180	254	5	al[41	al[41	PROPN
ctmj-180	254	6	]	]	X
ctmj-180	254	7	were	be	AUX
ctmj-180	254	8	the	the	DET
ctmj-180	254	9	first	first	ADJ
ctmj-180	254	10	to	to	PART
ctmj-180	254	11	report	report	VERB
ctmj-180	254	12	a	a	DET
ctmj-180	254	13	multimodal	multimodal	NOUN
ctmj-180	254	14	ai	ai	NOUN
ctmj-180	254	15	model	model	NOUN
ctmj-180	254	16	capable	capable	ADJ
ctmj-180	254	17	of	of	ADP
ctmj-180	254	18	real	real	ADJ
ctmj-180	254	19	-	-	PUNCT
ctmj-180	254	20	time	time	NOUN
ctmj-180	254	21	detection	detection	NOUN
ctmj-180	254	22	and	and	CCONJ
ctmj-180	254	23	delineation	delineation	NOUN
ctmj-180	254	24	of	of	ADP
ctmj-180	254	25	small	small	ADJ
ctmj-180	254	26	flat	flat	ADJ
ctmj-180	254	27	-	-	PUNCT
ctmj-180	254	28	type	type	NOUN
ctmj-180	254	29	superficial	superficial	ADJ
ctmj-180	254	30	escc	escc	NOUN
ctmj-180	254	31	.	.	PUNCT
ctmj-180	255	1	the	the	DET
ctmj-180	255	2	ai	ai	PROPN
ctmj-180	255	3	model	model	NOUN
ctmj-180	255	4	was	be	AUX
ctmj-180	255	5	seamlessly	seamlessly	ADV
ctmj-180	255	6	integrated	integrate	VERB
ctmj-180	255	7	into	into	ADP
ctmj-180	255	8	an	an	DET
ctmj-180	255	9	endoscopy	endoscopy	NOUN
ctmj-180	255	10	equipment	equipment	NOUN
ctmj-180	255	11	and	and	CCONJ
ctmj-180	255	12	successfully	successfully	ADV
ctmj-180	255	13	detected	detect	VERB
ctmj-180	255	14	and	and	CCONJ
ctmj-180	255	15	delineated	delineate	VERB
ctmj-180	255	16	a	a	DET
ctmj-180	255	17	3	3	NUM
ctmj-180	255	18	-	-	PUNCT
ctmj-180	255	19	mm	mm	NOUN
ctmj-180	255	20	flat	flat	ADJ
ctmj-180	255	21	-	-	PUNCT
ctmj-180	255	22	type	type	NOUN
ctmj-180	255	23	escc	escc	NOUN
ctmj-180	255	24	under	under	ADP
ctmj-180	255	25	wli	wli	PROPN
ctmj-180	255	26	,	,	PUNCT
ctmj-180	255	27	nbi	nbi	NOUN
ctmj-180	255	28	,	,	PUNCT
ctmj-180	255	29	iodine	iodine	NOUN
ctmj-180	255	30	staining	stain	VERB
ctmj-180	255	31	,	,	PUNCT
ctmj-180	255	32	and	and	CCONJ
ctmj-180	255	33	me	i	PRON
ctmj-180	255	34	.	.	PUNCT
ctmj-180	256	1	this	this	PRON
ctmj-180	256	2	suggests	suggest	VERB
ctmj-180	256	3	that	that	SCONJ
ctmj-180	256	4	ai	ai	VERB
ctmj-180	256	5	models	model	NOUN
ctmj-180	256	6	hold	hold	VERB
ctmj-180	256	7	great	great	ADJ
ctmj-180	256	8	promise	promise	NOUN
ctmj-180	256	9	in	in	ADP
ctmj-180	256	10	facilitating	facilitate	VERB
ctmj-180	256	11	the	the	DET
ctmj-180	256	12	real	real	ADJ
ctmj-180	256	13	-	-	PUNCT
ctmj-180	256	14	time	time	NOUN
ctmj-180	256	15	detection	detection	NOUN
ctmj-180	256	16	and	and	CCONJ
ctmj-180	256	17	delineation	delineation	NOUN
ctmj-180	256	18	of	of	ADP
ctmj-180	256	19	margins	margin	NOUN
ctmj-180	256	20	for	for	ADP
ctmj-180	256	21	escc	escc	ADJ
ctmj-180	256	22	and	and	CCONJ
ctmj-180	256	23	precancerous	precancerous	ADJ
ctmj-180	256	24	lesions	lesion	NOUN
ctmj-180	256	25	in	in	ADP
ctmj-180	256	26	clinical	clinical	ADJ
ctmj-180	256	27	practice	practice	NOUN
ctmj-180	256	28	[	[	X
ctmj-180	256	29	table	table	NOUN
ctmj-180	256	30	2	2	NUM
ctmj-180	256	31	]	]	PUNCT
ctmj-180	256	32	.	.	PUNCT
ctmj-180	257	1	deep	deep	ADJ
ctmj-180	257	2	learning	learning	NOUN
ctmj-180	257	3	-	-	PUNCT
ctmj-180	257	4	assisted	assist	VERB
ctmj-180	257	5	estimation	estimation	NOUN
ctmj-180	257	6	of	of	ADP
ctmj-180	257	7	invasion	invasion	NOUN
ctmj-180	257	8	depth	depth	NOUN
ctmj-180	257	9	and	and	CCONJ
ctmj-180	257	10	classification	classification	NOUN
ctmj-180	257	11	of	of	ADP
ctmj-180	257	12	the	the	DET
ctmj-180	257	13	microvessel	microvessel	NOUN
ctmj-180	257	14	patterns	pattern	NOUN
ctmj-180	257	15	of	of	ADP
ctmj-180	257	16	the	the	DET
ctmj-180	257	17	lesions	lesion	NOUN
ctmj-180	257	18	estimation	estimation	NOUN
ctmj-180	257	19	of	of	ADP
ctmj-180	257	20	invasion	invasion	NOUN
ctmj-180	257	21	depth	depth	NOUN
ctmj-180	257	22	of	of	ADP
ctmj-180	257	23	lesions	lesion	NOUN
ctmj-180	257	24	the	the	DET
ctmj-180	257	25	invasion	invasion	NOUN
ctmj-180	257	26	depth	depth	NOUN
ctmj-180	257	27	of	of	ADP
ctmj-180	257	28	escc	escc	NOUN
ctmj-180	257	29	is	be	AUX
ctmj-180	257	30	closely	closely	ADV
ctmj-180	257	31	associated	associate	VERB
ctmj-180	257	32	with	with	ADP
ctmj-180	257	33	the	the	DET
ctmj-180	257	34	risk	risk	NOUN
ctmj-180	257	35	of	of	ADP
ctmj-180	257	36	lymph	lymph	NOUN
ctmj-180	257	37	node	node	ADJ
ctmj-180	257	38	metastasis	metastasis	NOUN
ctmj-180	257	39	.	.	PUNCT
ctmj-180	258	1	for	for	ADP
ctmj-180	258	2	precancerous	precancerous	ADJ
ctmj-180	258	3	lesions	lesion	NOUN
ctmj-180	258	4	,	,	PUNCT
ctmj-180	258	5	lesions	lesion	NOUN
ctmj-180	258	6	confined	confine	VERB
ctmj-180	258	7	to	to	ADP
ctmj-180	258	8	the	the	DET
ctmj-180	258	9	epithelium	epithelium	NOUN
ctmj-180	258	10	(	(	PUNCT
ctmj-180	258	11	ep	ep	PROPN
ctmj-180	258	12	)	)	PUNCT
ctmj-180	258	13	,	,	PUNCT
ctmj-180	258	14	and	and	CCONJ
ctmj-180	258	15	lesions	lesion	NOUN
ctmj-180	258	16	limited	limit	VERB
ctmj-180	258	17	to	to	ADP
ctmj-180	258	18	the	the	DET
ctmj-180	258	19	lamina	lamina	ADJ
ctmj-180	258	20	propria	propria	PROPN
ctmj-180	258	21	(	(	PUNCT
ctmj-180	258	22	lpm	lpm	NOUN
ctmj-180	258	23	)	)	PUNCT
ctmj-180	258	24	,	,	PUNCT
ctmj-180	258	25	the	the	DET
ctmj-180	258	26	risk	risk	NOUN
ctmj-180	258	27	of	of	ADP
ctmj-180	258	28	lymph	lymph	NOUN
ctmj-180	258	29	node	node	NOUN
ctmj-180	258	30	metastasis	metastasis	NOUN
ctmj-180	258	31	is	be	AUX
ctmj-180	258	32	minimal	minimal	ADJ
ctmj-180	258	33	.	.	PUNCT
ctmj-180	259	1	however	however	ADV
ctmj-180	259	2	,	,	PUNCT
ctmj-180	259	3	the	the	DET
ctmj-180	259	4	risk	risk	NOUN
ctmj-180	259	5	significantly	significantly	ADV
ctmj-180	259	6	increases	increase	VERB
ctmj-180	259	7	for	for	ADP
ctmj-180	259	8	lesions	lesion	NOUN
ctmj-180	259	9	extending	extend	VERB
ctmj-180	259	10	into	into	ADP
ctmj-180	259	11	the	the	DET
ctmj-180	259	12	mucosal	mucosal	NOUN
ctmj-180	259	13	muscular	muscular	NOUN
ctmj-180	259	14	(	(	PUNCT
ctmj-180	259	15	mm	mm	NOUN
ctmj-180	259	16	)	)	PUNCT
ctmj-180	259	17	,	,	PUNCT
ctmj-180	259	18	lesions	lesion	NOUN
ctmj-180	259	19	involving	involve	VERB
ctmj-180	259	20	mucosal	mucosal	ADJ
ctmj-180	259	21	muscular	muscular	ADJ
ctmj-180	259	22	(	(	PUNCT
ctmj-180	259	23	m3	m3	PROPN
ctmj-180	259	24	)	)	PUNCT
ctmj-180	259	25	,	,	PUNCT
ctmj-180	259	26	superfi	superfi	ADJ
ctmj-180	259	27	cial	cial	ADJ
ctmj-180	259	28	submucosa	submucosa	NOUN
ctmj-180	259	29	(	(	PUNCT
ctmj-180	259	30	sm1	sm1	NOUN
ctmj-180	259	31	)	)	PUNCT
ctmj-180	259	32	,	,	PUNCT
ctmj-180	259	33	and	and	CCONJ
ctmj-180	259	34	the	the	DET
ctmj-180	259	35	submucosa	submucosa	NOUN
ctmj-180	259	36	that	that	PRON
ctmj-180	259	37	is	be	AUX
ctmj-180	259	38	200	200	NUM
ctmj-180	259	39	mm	mm	NOUN
ctmj-180	259	40	or	or	CCONJ
ctmj-180	259	41	deeper	deep	ADJ
ctmj-180	259	42	(	(	PUNCT
ctmj-180	259	43	sm2–3	sm2–3	PROPN
ctmj-180	259	44	)	)	PUNCT
ctmj-180	259	45	,	,	PUNCT
ctmj-180	259	46	with	with	ADP
ctmj-180	259	47	risk	risk	NOUN
ctmj-180	259	48	ranges	range	NOUN
ctmj-180	259	49	of	of	ADP
ctmj-180	259	50	8–18	8–18	NUM
ctmj-180	259	51	%	%	NOUN
ctmj-180	259	52	,	,	PUNCT
ctmj-180	259	53	11–53	11–53	NUM
ctmj-180	259	54	%	%	NOUN
ctmj-180	259	55	,	,	PUNCT
ctmj-180	259	56	and	and	CCONJ
ctmj-180	259	57	30–54	30–54	NUM
ctmj-180	259	58	%	%	NOUN
ctmj-180	259	59	,	,	PUNCT
ctmj-180	259	60	respectively.[42–44	respectively.[42–44	PROPN
ctmj-180	259	61	]	]	X
ctmj-180	259	62	precancerous	precancerous	ADJ
ctmj-180	259	63	lesions	lesion	NOUN
ctmj-180	259	64	and	and	CCONJ
ctmj-180	259	65	ep	ep	PROPN
ctmj-180	259	66	/	/	SYM
ctmj-180	259	67	lpm	lpm	NOUN
ctmj-180	259	68	lesions	lesion	NOUN
ctmj-180	259	69	are	be	AUX
ctmj-180	259	70	absolute	absolute	ADJ
ctmj-180	259	71	indications	indication	NOUN
ctmj-180	259	72	for	for	ADP
ctmj-180	259	73	er	er	INTJ
ctmj-180	259	74	,	,	PUNCT
ctmj-180	259	75	mm	mm	PROPN
ctmj-180	259	76	-	-	PUNCT
ctmj-180	259	77	sm1	sm1	NOUN
ctmj-180	259	78	lesions	lesion	NOUN
ctmj-180	259	79	are	be	AUX
ctmj-180	259	80	relative	relative	ADJ
ctmj-180	259	81	indications	indication	NOUN
ctmj-180	259	82	for	for	ADP
ctmj-180	259	83	er	er	INTJ
ctmj-180	259	84	,	,	PUNCT
ctmj-180	259	85	and	and	CCONJ
ctmj-180	259	86	sm2–3	sm2–3	VERB
ctmj-180	259	87	lesions	lesion	NOUN
ctmj-180	259	88	and	and	CCONJ
ctmj-180	259	89	lesions	lesion	NOUN
ctmj-180	259	90	with	with	ADP
ctmj-180	259	91	deeper	deep	ADJ
ctmj-180	259	92	invasion	invasion	NOUN
ctmj-180	259	93	require	require	VERB
ctmj-180	259	94	surgery	surgery	NOUN
ctmj-180	259	95	or	or	CCONJ
ctmj-180	259	96	chemoradiotherapy.[37	chemoradiotherapy.[37	NOUN
ctmj-180	259	97	]	]	PUNCT
ctmj-180	260	1	hence	hence	ADV
ctmj-180	260	2	,	,	PUNCT
ctmj-180	260	3	the	the	DET
ctmj-180	260	4	accurate	accurate	ADJ
ctmj-180	260	5	assessment	assessment	NOUN
ctmj-180	260	6	of	of	ADP
ctmj-180	260	7	the	the	DET
ctmj-180	260	8	invasion	invasion	NOUN
ctmj-180	260	9	depth	depth	NOUN
ctmj-180	260	10	within	within	ADP
ctmj-180	260	11	a	a	DET
ctmj-180	260	12	lesion	lesion	NOUN
ctmj-180	260	13	assumes	assume	VERB
ctmj-180	260	14	paramount	paramount	ADJ
ctmj-180	260	15	importance	importance	NOUN
ctmj-180	260	16	in	in	ADP
ctmj-180	260	17	guiding	guide	VERB
ctmj-180	260	18	precise	precise	ADJ
ctmj-180	260	19	treatment	treatment	NOUN
ctmj-180	260	20	decisions	decision	NOUN
ctmj-180	260	21	.	.	PUNCT
ctmj-180	261	1	wang	wang	PROPN
ctmj-180	261	2	et	et	PROPN
ctmj-180	261	3	al[45	al[45	PROPN
ctmj-180	261	4	]	]	PUNCT
ctmj-180	261	5	reported	report	VERB
ctmj-180	261	6	an	an	DET
ctmj-180	261	7	ai	ai	NOUN
ctmj-180	261	8	model	model	NOUN
ctmj-180	261	9	based	base	VERB
ctmj-180	261	10	on	on	ADP
ctmj-180	261	11	ssd	ssd	NOUN
ctmj-180	261	12	for	for	ADP
ctmj-180	261	13	the	the	DET
ctmj-180	261	14	differentiation	differentiation	NOUN
ctmj-180	261	15	of	of	ADP
ctmj-180	261	16	squamous	squamous	ADJ
ctmj-180	261	17	low	low	ADJ
ctmj-180	261	18	-	-	PUNCT
ctmj-180	261	19	grade	grade	NOUN
ctmj-180	261	20	dysplasia	dysplasia	NOUN
ctmj-180	261	21	,	,	PUNCT
ctmj-180	261	22	squa	squa	PROPN
ctmj-180	261	23	mous	mous	ADJ
ctmj-180	261	24	high	high	ADJ
ctmj-180	261	25	-	-	PUNCT
ctmj-180	261	26	grade	grade	NOUN
ctmj-180	261	27	dysplasia	dysplasia	NOUN
ctmj-180	261	28	,	,	PUNCT
ctmj-180	261	29	and	and	CCONJ
ctmj-180	261	30	squamous	squamous	ADJ
ctmj-180	261	31	cell	cell	NOUN
ctmj-180	261	32	carcinoma	carcinoma	NOUN
ctmj-180	261	33	under	under	ADP
ctmj-180	261	34	wli	wli	PROPN
ctmj-180	261	35	/	/	SYM
ctmj-180	261	36	nbi	nbi	PROPN
ctmj-180	261	37	.	.	PUNCT
ctmj-180	262	1	the	the	DET
ctmj-180	262	2	model	model	NOUN
ctmj-180	262	3	was	be	AUX
ctmj-180	262	4	trained	train	VERB
ctmj-180	262	5	using	use	VERB
ctmj-180	262	6	936	936	NUM
ctmj-180	262	7	images	image	NOUN
ctmj-180	262	8	and	and	CCONJ
ctmj-180	262	9	tested	test	VERB
ctmj-180	262	10	on	on	ADP
ctmj-180	262	11	264	264	NUM
ctmj-180	262	12	images	image	NOUN
ctmj-180	262	13	,	,	PUNCT
ctmj-180	262	14	capable	capable	ADJ
ctmj-180	262	15	of	of	ADP
ctmj-180	262	16	analyzing	analyze	VERB
ctmj-180	262	17	the	the	DET
ctmj-180	262	18	test	test	NOUN
ctmj-180	262	19	images	image	NOUN
ctmj-180	262	20	within	within	ADP
ctmj-180	262	21	10	10	NUM
ctmj-180	262	22	s.	s.	PROPN
ctmj-180	262	23	it	it	PRON
ctmj-180	262	24	achieved	achieve	VERB
ctmj-180	262	25	sensitivities	sensitivity	NOUN
ctmj-180	262	26	of	of	ADP
ctmj-180	262	27	96.2	96.2	NUM
ctmj-180	262	28	%	%	NOUN
ctmj-180	262	29	for	for	ADP
ctmj-180	262	30	detecting	detect	VERB
ctmj-180	262	31	lesions	lesion	NOUN
ctmj-180	262	32	,	,	PUNCT
ctmj-180	262	33	83.4	83.4	NUM
ctmj-180	262	34	%	%	NOUN
ctmj-180	262	35	for	for	ADP
ctmj-180	262	36	diagnosing	diagnose	VERB
ctmj-180	262	37	low	low	ADJ
ctmj-180	262	38	-	-	PUNCT
ctmj-180	262	39	grade	grade	NOUN
ctmj-180	262	40	dys	dys	NOUN
ctmj-180	262	41	plasia	plasia	NOUN
ctmj-180	262	42	,	,	PUNCT
ctmj-180	262	43	87.2	87.2	NUM
ctmj-180	262	44	%	%	NOUN
ctmj-180	262	45	for	for	ADP
ctmj-180	262	46	diagnosing	diagnose	VERB
ctmj-180	262	47	high	high	ADJ
ctmj-180	262	48	-	-	PUNCT
ctmj-180	262	49	grade	grade	NOUN
ctmj-180	262	50	dysplasia	dysplasia	NOUN
ctmj-180	262	51	,	,	PUNCT
ctmj-180	262	52	and	and	CCONJ
ctmj-180	262	53	98.9	98.9	NUM
ctmj-180	262	54	%	%	NOUN
ctmj-180	262	55	for	for	ADP
ctmj-180	262	56	diagnosing	diagnose	VERB
ctmj-180	262	57	escc	escc	ADJ
ctmj-180	262	58	.	.	PUNCT
ctmj-180	263	1	tokai	tokai	PROPN
ctmj-180	263	2	et	et	PROPN
ctmj-180	264	1	al[46	al[46	PROPN
ctmj-180	264	2	]	]	X
ctmj-180	264	3	constructed	construct	VERB
ctmj-180	264	4	an	an	DET
ctmj-180	264	5	ai	ai	NOUN
ctmj-180	264	6	model	model	NOUN
ctmj-180	264	7	based	base	VERB
ctmj-180	264	8	on	on	ADP
ctmj-180	264	9	googlenet	googlenet	NOUN
ctmj-180	264	10	specifically	specifically	ADV
ctmj-180	264	11	for	for	ADP
ctmj-180	264	12	dis	dis	PROPN
ctmj-180	264	13	tinguishing	tinguishe	VERB
ctmj-180	264	14	between	between	ADP
ctmj-180	264	15	ep	ep	PROPN
ctmj-180	264	16	-	-	PUNCT
ctmj-180	264	17	sm1	sm1	NOUN
ctmj-180	264	18	and	and	CCONJ
ctmj-180	264	19	sm2–3	sm2–3	PROPN
ctmj-180	264	20	lesions	lesion	NOUN
ctmj-180	264	21	under	under	ADP
ctmj-180	264	22	wli	wli	PROPN
ctmj-180	264	23	/	/	SYM
ctmj-180	264	24	nbi	nbi	NOUN
ctmj-180	264	25	.	.	PUNCT
ctmj-180	265	1	their	their	PRON
ctmj-180	265	2	dataset	dataset	NOUN
ctmj-180	265	3	included	include	VERB
ctmj-180	265	4	1751	1751	NUM
ctmj-180	265	5	training	training	NOUN
ctmj-180	265	6	images	image	NOUN
ctmj-180	265	7	and	and	CCONJ
ctmj-180	265	8	291	291	NUM
ctmj-180	265	9	test	test	NOUN
ctmj-180	265	10	images	image	NOUN
ctmj-180	265	11	.	.	PUNCT
ctmj-180	266	1	the	the	DET
ctmj-180	266	2	overall	overall	ADJ
ctmj-180	266	3	accuracy	accuracy	NOUN
ctmj-180	266	4	of	of	ADP
ctmj-180	266	5	the	the	DET
ctmj-180	266	6	model	model	NOUN
ctmj-180	266	7	for	for	ADP
ctmj-180	266	8	estimating	estimate	VERB
ctmj-180	266	9	invasion	invasion	NOUN
ctmj-180	266	10	depth	depth	NOUN
ctmj-180	266	11	reached	reach	VERB
ctmj-180	266	12	80.9	80.9	NUM
ctmj-180	266	13	%	%	NOUN
ctmj-180	266	14	.	.	PUNCT
ctmj-180	267	1	it	it	PRON
ctmj-180	267	2	also	also	ADV
ctmj-180	267	3	demonstrated	demonstrate	VERB
ctmj-180	267	4	a	a	DET
ctmj-180	267	5	sensitivity	sensitivity	NOUN
ctmj-180	267	6	of	of	ADP
ctmj-180	267	7	84.1	84.1	NUM
ctmj-180	267	8	%	%	NOUN
ctmj-180	267	9	and	and	CCONJ
ctmj-180	267	10	a	a	DET
ctmj-180	267	11	specificity	specificity	NOUN
ctmj-180	267	12	of	of	ADP
ctmj-180	267	13	73.3	73.3	NUM
ctmj-180	267	14	%	%	NOUN
ctmj-180	267	15	for	for	ADP
ctmj-180	267	16	ep	ep	PROPN
ctmj-180	267	17	-	-	PUNCT
ctmj-180	267	18	sm1	sm1	NOUN
ctmj-180	267	19	lesions	lesion	NOUN
ctmj-180	267	20	,	,	PUNCT
ctmj-180	267	21	surpassing	surpass	VERB
ctmj-180	267	22	the	the	DET
ctmj-180	267	23	performance	performance	NOUN
ctmj-180	267	24	of	of	ADP
ctmj-180	267	25	13	13	NUM
ctmj-180	267	26	endoscopists	endoscopist	NOUN
ctmj-180	267	27	.	.	PUNCT
ctmj-180	268	1	nakagawa	nakagawa	PROPN
ctmj-180	268	2	et	et	NOUN
ctmj-180	269	1	al[47	al[47	PROPN
ctmj-180	269	2	]	]	PUNCT
ctmj-180	269	3	introduced	introduce	VERB
ctmj-180	269	4	a	a	DET
ctmj-180	269	5	multimodal	multimodal	NOUN
ctmj-180	269	6	ai	ai	NOUN
ctmj-180	269	7	model	model	NOUN
ctmj-180	269	8	based	base	VERB
ctmj-180	269	9	on	on	ADP
ctmj-180	269	10	ssd	ssd	NOUN
ctmj-180	269	11	for	for	ADP
ctmj-180	269	12	discriminating	discriminate	VERB
ctmj-180	269	13	between	between	ADP
ctmj-180	269	14	ep	ep	PROPN
ctmj-180	269	15	-	-	PUNCT
ctmj-180	269	16	sm1	sm1	NOUN
ctmj-180	269	17	and	and	CCONJ
ctmj-180	269	18	sm2	sm2	NOUN
ctmj-180	269	19	-	-	PUNCT
ctmj-180	269	20	3	3	NUM
ctmj-180	269	21	lesions	lesion	NOUN
ctmj-180	269	22	under	under	ADP
ctmj-180	269	23	wli	wli	PROPN
ctmj-180	269	24	,	,	PUNCT
ctmj-180	269	25	nbi	nbi	NOUN
ctmj-180	269	26	,	,	PUNCT
ctmj-180	269	27	iodine	iodine	NOUN
ctmj-180	269	28	staining	stain	VERB
ctmj-180	269	29	,	,	PUNCT
ctmj-180	269	30	and	and	CCONJ
ctmj-180	269	31	me	i	PRON
ctmj-180	269	32	.	.	PUNCT
ctmj-180	270	1	their	their	PRON
ctmj-180	270	2	dataset	dataset	NOUN
ctmj-180	270	3	comprised	comprise	VERB
ctmj-180	270	4	14,338	14,338	NUM
ctmj-180	270	5	training	training	NOUN
ctmj-180	270	6	images	image	NOUN
ctmj-180	270	7	and	and	CCONJ
ctmj-180	270	8	914	914	NUM
ctmj-180	270	9	test	test	NOUN
ctmj-180	270	10	images	image	NOUN
ctmj-180	270	11	.	.	PUNCT
ctmj-180	271	1	the	the	DET
ctmj-180	271	2	model	model	NOUN
ctmj-180	271	3	exhibited	exhibit	VERB
ctmj-180	271	4	rapid	rapid	ADJ
ctmj-180	271	5	analysis	analysis	NOUN
ctmj-180	271	6	capability	capability	NOUN
ctmj-180	271	7	,	,	PUNCT
ctmj-180	271	8	processing	process	VERB
ctmj-180	271	9	914	914	NUM
ctmj-180	271	10	images	image	NOUN
ctmj-180	271	11	in	in	ADP
ctmj-180	271	12	just	just	ADV
ctmj-180	271	13	29	29	NUM
ctmj-180	271	14	s.	s.	NOUN
ctmj-180	271	15	it	it	PRON
ctmj-180	271	16	also	also	ADV
ctmj-180	271	17	demonstrated	demonstrate	VERB
ctmj-180	271	18	high	high	ADJ
ctmj-180	271	19	sensitivity	sensitivity	NOUN
ctmj-180	271	20	(	(	PUNCT
ctmj-180	271	21	90.1	90.1	NUM
ctmj-180	271	22	%	%	NOUN
ctmj-180	271	23	)	)	PUNCT
ctmj-180	271	24	and	and	CCONJ
ctmj-180	271	25	specificity	specificity	NOUN
ctmj-180	271	26	(	(	PUNCT
ctmj-180	271	27	95.8	95.8	NUM
ctmj-180	271	28	%	%	NOUN
ctmj-180	271	29	)	)	PUNCT
ctmj-180	271	30	.	.	PUNCT
ctmj-180	272	1	importantly	importantly	ADV
ctmj-180	272	2	,	,	PUNCT
ctmj-180	272	3	the	the	DET
ctmj-180	272	4	model	model	NOUN
ctmj-180	272	5	’s	’s	PART
ctmj-180	272	6	performance	performance	NOUN
ctmj-180	272	7	was	be	AUX
ctmj-180	272	8	comparable	comparable	ADJ
ctmj-180	272	9	to	to	ADP
ctmj-180	272	10	that	that	PRON
ctmj-180	272	11	of	of	ADP
ctmj-180	272	12	16	16	NUM
ctmj-180	272	13	experienced	experienced	ADJ
ctmj-180	272	14	endoscopists	endoscopist	NOUN
ctmj-180	272	15	.	.	PUNCT
ctmj-180	273	1	the	the	DET
ctmj-180	273	2	ai	ai	PROPN
ctmj-180	273	3	models	model	NOUN
ctmj-180	273	4	discussed	discuss	VERB
ctmj-180	273	5	in	in	ADP
ctmj-180	273	6	the	the	DET
ctmj-180	273	7	mentioned	mention	VERB
ctmj-180	273	8	studies	study	NOUN
ctmj-180	273	9	pre	pre	VERB
ctmj-180	273	10	dominantly	dominantly	ADV
ctmj-180	273	11	relied	rely	VERB
ctmj-180	273	12	on	on	ADP
ctmj-180	273	13	static	static	ADJ
ctmj-180	273	14	images	image	NOUN
ctmj-180	273	15	,	,	PUNCT
ctmj-180	273	16	which	which	PRON
ctmj-180	273	17	may	may	AUX
ctmj-180	273	18	not	not	PART
ctmj-180	273	19	fully	fully	ADV
ctmj-180	273	20	t	t	X
ctmj-180	273	21	ab	ab	PROPN
ctmj-180	273	22	le	le	PROPN
ctmj-180	273	23	2	2	NUM
ctmj-180	273	24	:	:	PUNCT
ctmj-180	273	25	d	d	X
ctmj-180	273	26	ee	ee	ADP
ctmj-180	273	27	p	p	PROPN
ctmj-180	273	28	l	l	PROPN
ctmj-180	273	29	ea	ea	X
ctmj-180	273	30	rn	rn	PROPN
ctmj-180	273	31	in	in	ADP
ctmj-180	273	32	g	g	PROPN
ctmj-180	273	33	-a	-a	PROPN
ctmj-180	273	34	ss	ss	PROPN
ctmj-180	273	35	is	be	AUX
ctmj-180	273	36	te	te	PROPN
ctmj-180	273	37	d	d	PROPN
ctmj-180	273	38	d	d	PROPN
ctmj-180	273	39	el	el	PROPN
ctmj-180	273	40	in	in	ADP
ctmj-180	273	41	ea	ea	NUM
ctmj-180	273	42	ti	ti	NOUN
ctmj-180	273	43	o	o	NOUN
ctmj-180	274	1	n	n	ADP
ctmj-180	274	2	o	o	X
ctmj-180	275	1	f	f	X
ctmj-180	275	2	m	m	PROPN
ctmj-180	275	3	ar	ar	PROPN
ctmj-180	275	4	g	g	PROPN
ctmj-180	275	5	in	in	ADP
ctmj-180	275	6	o	o	PROPN
ctmj-180	276	1	f	f	PROPN
ctmj-180	276	2	e	e	X
ctmj-180	276	3	s	s	PROPN
ctmj-180	276	4	c	c	NOUN
ctmj-180	276	5	c	c	PROPN
ctmj-180	276	6	a	a	DET
ctmj-180	276	7	n	n	NOUN
ctmj-180	276	8	d	d	X
ctmj-180	276	9	p	p	NOUN
ctmj-180	276	10	re	re	ADP
ctmj-180	276	11	ca	ca	PROPN
ctmj-180	276	12	n	n	ADV
ctmj-180	276	13	ce	ce	PROPN
ctmj-180	276	14	ro	ro	X
ctmj-180	276	15	u	u	PROPN
ctmj-180	276	16	s	s	X
ctmj-180	276	17	le	le	X
ctmj-180	276	18	si	si	PROPN
ctmj-180	276	19	o	o	PROPN
ctmj-180	276	20	n	n	CCONJ
ctmj-180	276	21	s.	s.	PROPN
ctmj-180	276	22	o	o	PROPN
ctmj-180	276	23	u	u	PROPN
ctmj-180	276	24	tc	tc	X
ctmj-180	276	25	o	o	NOUN
ctmj-180	276	26	m	m	VERB
ctmj-180	276	27	e	e	NOUN
ctmj-180	276	28	s	s	X
ctmj-180	276	29	en	en	X
ctmj-180	276	30	si	si	X
ctmj-180	277	1	tiv	tiv	NOUN
ctmj-180	277	2	it	it	PRON
ctmj-180	277	3	y	y	PROPN
ctmj-180	277	4	9	9	NUM
ctmj-180	277	5	8	8	NUM
ctmj-180	277	6	.0	.0	NUM
ctmj-180	277	7	4	4	NUM
ctmj-180	277	8	%	%	NOUN
ctmj-180	277	9	e	e	NOUN
ctmj-180	277	10	nd	nd	NOUN
ctmj-180	277	11	o	o	X
ctmj-180	277	12	sc	sc	INTJ
ctmj-180	277	13	o	o	NOUN
ctmj-180	277	14	pi	pi	NOUN
ctmj-180	277	15	c	c	NOUN
ctmj-180	277	16	m	m	VERB
ctmj-180	277	17	o	o	NOUN
ctmj-180	278	1	d	d	X
ctmj-180	278	2	a	a	DET
ctmj-180	278	3	lit	light	VERB
ctmj-180	278	4	y	y	PROPN
ctmj-180	278	5	n	n	PRON
ctmj-180	278	6	b	b	NOUN
ctmj-180	279	1	i	i	PRON
ctmj-180	279	2	v	v	VERB
ctmj-180	279	3	al	al	PROPN
ctmj-180	279	4	i	i	PROPN
ctmj-180	279	5	d	d	PROPN
ctmj-180	279	6	at	at	ADP
ctmj-180	279	7	io	io	PROPN
ctmj-180	279	8	n	n	ADV
ctmj-180	279	9	/t	/t	VERB
ctmj-180	279	10	es	es	X
ctmj-180	279	11	t	t	PROPN
ctmj-180	280	1	d	d	X
ctmj-180	280	2	a	a	DET
ctmj-180	280	3	ta	ta	X
ctmj-180	280	4	s	s	PROPN
ctmj-180	280	5	e	e	PROPN
ctmj-180	280	6	t	t	PROPN
ctmj-180	280	7	6	6	NUM
ctmj-180	280	8	6	6	NUM
ctmj-180	280	9	7	7	NUM
ctmj-180	280	10	1	1	NUM
ctmj-180	281	1	i	i	NOUN
ctmj-180	281	2	m	m	VERB
ctmj-180	281	3	ag	ag	PROPN
ctmj-180	281	4	es	es	ADP
ctmj-180	281	5	a	a	DET
ctmj-180	281	6	n	n	NOUN
ctmj-180	281	7	d	d	ADP
ctmj-180	281	8	8	8	NUM
ctmj-180	281	9	0	0	NUM
ctmj-180	281	10	v	v	NOUN
ctmj-180	282	1	i	i	PROPN
ctmj-180	282	2	d	d	PROPN
ctmj-180	282	3	eo	eo	PROPN
ctmj-180	282	4	s	s	VERB
ctmj-180	282	5	c	c	NOUN
ctmj-180	282	6	o	o	NOUN
ctmj-180	282	7	m	m	VERB
ctmj-180	282	8	p	p	PROPN
ctmj-180	282	9	ar	ar	PROPN
ctmj-180	282	10	ed	ed	PROPN
ctmj-180	282	11	t	t	PROPN
ctmj-180	283	1	o	o	X
ctmj-180	284	1	en	en	INTJ
ctmj-180	284	2	d	d	X
ctmj-180	284	3	o	o	X
ctmj-180	284	4	sc	sc	INTJ
ctmj-180	284	5	o	o	NOUN
ctmj-180	284	6	pi	pi	PROPN
ctmj-180	284	7	st	st	PROPN
ctmj-180	284	8	s	s	PROPN
ctmj-180	284	9	n	n	PRON
ctmj-180	284	10	a	a	DET
ctmj-180	284	11	r	r	NOUN
ctmj-180	284	12	e	e	NOUN
ctmj-180	284	13	f.	f.	PROPN
ctmj-180	284	14	g	g	PROPN
ctmj-180	284	15	u	u	PROPN
ctmj-180	284	16	o	o	X
ctmj-180	284	17	e	e	X
ctmj-180	284	18	t	t	PROPN
ctmj-180	284	19	a	a	DET
ctmj-180	284	20	l[3	l[3	PROPN
ctmj-180	284	21	9	9	NUM
ctmj-180	284	22	]	]	PUNCT
ctmj-180	284	23	y	y	PROPN
ctmj-180	284	24	e	e	PROPN
ctmj-180	284	25	ar	ar	PROPN
ctmj-180	284	26	2	2	NUM
ctmj-180	284	27	0	0	NUM
ctmj-180	284	28	2	2	NUM
ctmj-180	284	29	0	0	NUM
ctmj-180	284	30	a	a	PRON
ctmj-180	285	1	i	i	NOUN
ctmj-180	285	2	m	m	VERB
ctmj-180	285	3	d	d	X
ctmj-180	285	4	et	et	NOUN
ctmj-180	285	5	ec	ec	NOUN
ctmj-180	285	6	ti	ti	NOUN
ctmj-180	285	7	o	o	PROPN
ctmj-180	285	8	n	n	INTJ
ctmj-180	285	9	a	a	DET
ctmj-180	285	10	n	n	NOUN
ctmj-180	285	11	d	d	PROPN
ctmj-180	285	12	d	d	PROPN
ctmj-180	285	13	el	el	PROPN
ctmj-180	285	14	in	in	ADP
ctmj-180	285	15	ea	ea	NUM
ctmj-180	285	16	ti	ti	NOUN
ctmj-180	285	17	o	o	NOUN
ctmj-180	286	1	n	n	ADP
ctmj-180	286	2	o	o	X
ctmj-180	286	3	f	f	X
ctmj-180	286	4	th	th	X
ctmj-180	286	5	e	e	X
ctmj-180	286	6	m	m	PROPN
ctmj-180	286	7	a	a	DET
ctmj-180	286	8	rg	rg	NOUN
ctmj-180	286	9	in	in	ADP
ctmj-180	286	10	s	s	PROPN
ctmj-180	286	11	o	o	NOUN
ctmj-180	286	12	f	f	X
ctmj-180	287	1	su	su	PROPN
ctmj-180	287	2	p	p	PROPN
ctmj-180	287	3	e	e	PROPN
ctmj-180	287	4	rf	rf	PROPN
ctmj-180	287	5	ic	ic	PROPN
ctmj-180	287	6	ia	ia	PROPN
ctmj-180	287	7	l	l	PROPN
ctmj-180	287	8	e	e	PROPN
ctmj-180	287	9	s	s	PROPN
ctmj-180	287	10	c	c	NOUN
ctmj-180	287	11	c	c	NOUN
ctmj-180	287	12	d	d	X
ctmj-180	287	13	et	et	NOUN
ctmj-180	287	14	ec	ec	NOUN
ctmj-180	287	15	ti	ti	NOUN
ctmj-180	287	16	o	o	PROPN
ctmj-180	287	17	n	n	INTJ
ctmj-180	287	18	a	a	DET
ctmj-180	287	19	n	n	NOUN
ctmj-180	287	20	d	d	PROPN
ctmj-180	287	21	d	d	PROPN
ctmj-180	287	22	el	el	PROPN
ctmj-180	287	23	in	in	ADP
ctmj-180	287	24	ea	ea	NUM
ctmj-180	287	25	ti	ti	NOUN
ctmj-180	287	26	o	o	NOUN
ctmj-180	287	27	n	n	ADP
ctmj-180	287	28	o	o	X
ctmj-180	287	29	f	f	X
ctmj-180	287	30	th	th	X
ctmj-180	287	31	e	e	X
ctmj-180	287	32	m	m	PROPN
ctmj-180	287	33	a	a	DET
ctmj-180	287	34	rg	rg	NOUN
ctmj-180	287	35	in	in	ADP
ctmj-180	287	36	s	s	PROPN
ctmj-180	287	37	o	o	NOUN
ctmj-180	287	38	f	f	X
ctmj-180	287	39	su	su	PROPN
ctmj-180	288	1	p	p	PROPN
ctmj-180	288	2	e	e	PROPN
ctmj-180	288	3	rf	rf	PROPN
ctmj-180	288	4	ic	ic	PROPN
ctmj-180	288	5	ia	ia	PROPN
ctmj-180	288	6	l	l	PROPN
ctmj-180	288	7	e	e	PROPN
ctmj-180	288	8	s	s	PROPN
ctmj-180	288	9	c	c	NOUN
ctmj-180	288	10	c	c	PROPN
ctmj-180	288	11	a	a	DET
ctmj-180	288	12	lg	lg	NOUN
ctmj-180	288	13	o	o	X
ctmj-180	288	14	ri	ri	PROPN
ctmj-180	289	1	th	th	X
ctmj-180	289	2	m	m	PROPN
ctmj-180	289	3	se	se	PROPN
ctmj-180	289	4	gn	gn	PROPN
ctmj-180	289	5	et	et	PROPN
ctmj-180	289	6	t	t	PROPN
ctmj-180	289	7	ra	ra	PROPN
ctmj-180	289	8	in	in	ADV
ctmj-180	289	9	in	in	ADP
ctmj-180	289	10	g	g	PROPN
ctmj-180	289	11	d	d	NOUN
ctmj-180	289	12	at	at	ADP
ctmj-180	289	13	as	as	ADP
ctmj-180	289	14	et	et	NOUN
ctmj-180	289	15	6	6	NUM
ctmj-180	289	16	4	4	NUM
ctmj-180	289	17	7	7	NUM
ctmj-180	289	18	3	3	NUM
ctmj-180	289	19	i	i	NOUN
ctmj-180	289	20	m	m	VERB
ctmj-180	289	21	ag	ag	PROPN
ctmj-180	289	22	es	es	ADP
ctmj-180	289	23	a	a	DET
ctmj-180	289	24	cc	cc	X
ctmj-180	289	25	u	u	PROPN
ctmj-180	289	26	ra	ra	PROPN
ctmj-180	289	27	cy	cy	INTJ
ctmj-180	289	28	9	9	NUM
ctmj-180	289	29	5	5	NUM
ctmj-180	289	30	.7	.7	NUM
ctmj-180	289	31	0	0	NUM
ctmj-180	290	1	%	%	NOUN
ctmj-180	290	2	s	s	PART
ctmj-180	290	3	p	p	X
ctmj-180	290	4	ec	ec	PROPN
ctmj-180	291	1	if	if	SCONJ
ctmj-180	291	2	ic	ic	PROPN
ctmj-180	291	3	it	it	PRON
ctmj-180	291	4	y	y	NOUN
ctmj-180	291	5	9	9	NUM
ctmj-180	291	6	5	5	NUM
ctmj-180	291	7	.0	.0	NUM
ctmj-180	291	8	3	3	NUM
ctmj-180	291	9	%	%	NOUN
ctmj-180	291	10	l	l	NOUN
ctmj-180	291	11	iu	iu	ADP
ctmj-180	291	12	e	e	PROPN
ctmj-180	291	13	t	t	PROPN
ctmj-180	291	14	a	a	DET
ctmj-180	291	15	l[3	l[3	PROPN
ctmj-180	291	16	8	8	NUM
ctmj-180	291	17	]	]	SYM
ctmj-180	291	18	2	2	NUM
ctmj-180	291	19	0	0	NUM
ctmj-180	291	20	2	2	NUM
ctmj-180	291	21	2	2	NUM
ctmj-180	291	22	w	w	NOUN
ctmj-180	291	23	l	l	NOUN
ctmj-180	292	1	i	i	PRON
ctmj-180	292	2	y	y	NOUN
ctmj-180	292	3	o	o	X
ctmj-180	292	4	l	l	NOUN
ctmj-180	293	1	a	a	PRON
ctmj-180	293	2	c	c	NOUN
ctmj-180	293	3	t	t	PROPN
ctmj-180	293	4	1	1	NUM
ctmj-180	293	5	0	0	NUM
ctmj-180	293	6	,	,	PUNCT
ctmj-180	293	7	4	4	NUM
ctmj-180	293	8	6	6	NUM
ctmj-180	293	9	7	7	NUM
ctmj-180	293	10	i	i	PRON
ctmj-180	293	11	m	m	VERB
ctmj-180	293	12	ag	ag	PROPN
ctmj-180	293	13	es	es	ADP
ctmj-180	293	14	3	3	NUM
ctmj-180	293	15	1	1	NUM
ctmj-180	293	16	7	7	NUM
ctmj-180	293	17	9	9	NUM
ctmj-180	293	18	i	i	PRON
ctmj-180	293	19	m	m	VERB
ctmj-180	293	20	ag	ag	NOUN
ctmj-180	293	21	es	es	ADP
ctmj-180	293	22	9	9	NUM
ctmj-180	293	23	8	8	NUM
ctmj-180	293	24	.1	.1	NUM
ctmj-180	293	25	%	%	NOUN
ctmj-180	294	1	(	(	PUNCT
ctmj-180	294	2	d	d	PROPN
ctmj-180	294	3	el	el	PROPN
ctmj-180	294	4	in	in	ADP
ctmj-180	294	5	ea	ea	NUM
ctmj-180	294	6	ti	ti	NOUN
ctmj-180	294	7	o	o	NOUN
ctmj-180	294	8	n	n	PROPN
ctmj-180	294	9	)	)	PUNCT
ctmj-180	294	10	8	8	NUM
ctmj-180	294	11	8	8	NUM
ctmj-180	294	12	.5	.5	NUM
ctmj-180	294	13	%	%	NOUN
ctmj-180	294	14	(	(	PUNCT
ctmj-180	294	15	d	d	PROPN
ctmj-180	294	16	el	el	PROPN
ctmj-180	294	17	in	in	ADP
ctmj-180	294	18	ea	ea	NUM
ctmj-180	294	19	ti	ti	NOUN
ctmj-180	294	20	o	o	NOUN
ctmj-180	294	21	n	n	PROPN
ctmj-180	294	22	)	)	PUNCT
ctmj-180	294	23	8	8	NUM
ctmj-180	294	24	5	5	NUM
ctmj-180	294	25	.8	.8	NUM
ctmj-180	294	26	%	%	NOUN
ctmj-180	294	27	(	(	PUNCT
ctmj-180	294	28	d	d	PROPN
ctmj-180	294	29	el	el	PROPN
ctmj-180	294	30	in	in	ADP
ctmj-180	294	31	ea	ea	NUM
ctmj-180	294	32	ti	ti	NOUN
ctmj-180	294	33	o	o	NOUN
ctmj-180	294	34	n	n	PROPN
ctmj-180	294	35	)	)	PUNCT
ctmj-180	295	1	c	c	NOUN
ctmj-180	296	1	o	o	NOUN
ctmj-180	296	2	m	m	VERB
ctmj-180	296	3	p	p	PROPN
ctmj-180	296	4	ar	ar	PROPN
ctmj-180	296	5	ab	ab	PROPN
ctmj-180	296	6	le	le	PROPN
ctmj-180	296	7	to	to	ADP
ctmj-180	296	8	ex	ex	PRON
ctmj-180	296	9	p	p	NOUN
ctmj-180	296	10	er	er	INTJ
ctmj-180	296	11	ts	ts	X
ctmj-180	296	12	;	;	PUNCT
ctmj-180	296	13	su	su	PROPN
ctmj-180	296	14	p	p	PROPN
ctmj-180	296	15	er	er	INTJ
ctmj-180	296	16	io	io	X
ctmj-180	296	17	r	r	NOUN
ctmj-180	296	18	to	to	ADP
ctmj-180	296	19	ex	ex	PRON
ctmj-180	296	20	p	p	X
ctmj-180	296	21	er	er	INTJ
ctmj-180	296	22	ie	ie	X
ctmj-180	296	23	n	n	PRON
ctmj-180	296	24	ce	ce	PROPN
ctmj-180	297	1	d	d	X
ctmj-180	297	2	en	en	PROPN
ctmj-180	297	3	d	d	X
ctmj-180	297	4	o	o	X
ctmj-180	297	5	sc	sc	INTJ
ctmj-180	297	6	o	o	X
ctmj-180	297	7	p	p	NOUN
ctmj-180	297	8	is	be	AUX
ctmj-180	297	9	ts	ts	ADP
ctmj-180	297	10	c	c	NOUN
ctmj-180	297	11	o	o	NOUN
ctmj-180	297	12	m	m	VERB
ctmj-180	297	13	p	p	PROPN
ctmj-180	297	14	ar	ar	PROPN
ctmj-180	297	15	ab	ab	PROPN
ctmj-180	297	16	le	le	PROPN
ctmj-180	297	17	to	to	ADP
ctmj-180	297	18	s	s	PROPN
ctmj-180	297	19	en	en	X
ctmj-180	297	20	io	io	X
ctmj-180	297	21	r	r	X
ctmj-180	297	22	en	en	PROPN
ctmj-180	297	23	d	d	X
ctmj-180	297	24	o	o	X
ctmj-180	297	25	sc	sc	INTJ
ctmj-180	298	1	o	o	X
ctmj-180	298	2	p	p	NOUN
ctmj-180	298	3	is	be	AUX
ctmj-180	298	4	ts	ts	ADJ
ctmj-180	298	5	;	;	PUNCT
ctmj-180	299	1	su	su	PROPN
ctmj-180	299	2	p	p	PROPN
ctmj-180	299	3	er	er	INTJ
ctmj-180	299	4	io	io	X
ctmj-180	299	5	r	r	NOUN
ctmj-180	299	6	to	to	ADP
ctmj-180	299	7	ju	ju	PROPN
ctmj-180	299	8	n	n	NOUN
ctmj-180	299	9	io	io	X
ctmj-180	299	10	r	r	X
ctmj-180	299	11	en	en	PROPN
ctmj-180	299	12	d	d	X
ctmj-180	299	13	o	o	X
ctmj-180	299	14	sc	sc	INTJ
ctmj-180	300	1	o	o	X
ctmj-180	300	2	p	p	NOUN
ctmj-180	300	3	is	be	AUX
ctmj-180	300	4	ts	ts	ADP
ctmj-180	300	5	y	y	PROPN
ctmj-180	300	6	u	u	PROPN
ctmj-180	300	7	a	a	PRON
ctmj-180	300	8	n	n	NUM
ctmj-180	300	9	e	e	NOUN
ctmj-180	300	10	t	t	NOUN
ctmj-180	300	11	a	a	DET
ctmj-180	300	12	l[4	l[4	PROPN
ctmj-180	300	13	0	0	NUM
ctmj-180	300	14	]	]	SYM
ctmj-180	300	15	2	2	NUM
ctmj-180	300	16	0	0	NUM
ctmj-180	300	17	2	2	NUM
ctmj-180	300	18	3	3	NUM
ctmj-180	300	19	d	d	NOUN
ctmj-180	300	20	et	et	NOUN
ctmj-180	300	21	ec	ec	NOUN
ctmj-180	300	22	ti	ti	NOUN
ctmj-180	300	23	o	o	PROPN
ctmj-180	300	24	n	n	INTJ
ctmj-180	300	25	a	a	DET
ctmj-180	300	26	n	n	NOUN
ctmj-180	300	27	d	d	PROPN
ctmj-180	300	28	d	d	PROPN
ctmj-180	300	29	el	el	PROPN
ctmj-180	300	30	in	in	ADP
ctmj-180	300	31	ea	ea	NUM
ctmj-180	300	32	ti	ti	NOUN
ctmj-180	300	33	o	o	NOUN
ctmj-180	301	1	n	n	ADP
ctmj-180	301	2	o	o	X
ctmj-180	301	3	f	f	X
ctmj-180	301	4	th	th	X
ctmj-180	301	5	e	e	X
ctmj-180	301	6	m	m	PROPN
ctmj-180	301	7	a	a	DET
ctmj-180	301	8	rg	rg	NOUN
ctmj-180	301	9	in	in	ADP
ctmj-180	301	10	s	s	PROPN
ctmj-180	301	11	o	o	NOUN
ctmj-180	301	12	f	f	X
ctmj-180	302	1	su	su	PROPN
ctmj-180	302	2	p	p	PROPN
ctmj-180	302	3	e	e	PROPN
ctmj-180	302	4	rf	rf	PROPN
ctmj-180	302	5	ic	ic	PROPN
ctmj-180	302	6	ia	ia	PROPN
ctmj-180	302	7	l	l	PROPN
ctmj-180	302	8	e	e	PROPN
ctmj-180	302	9	s	s	PROPN
ctmj-180	302	10	c	c	NOUN
ctmj-180	302	11	c	c	PROPN
ctmj-180	302	12	n	n	PROPN
ctmj-180	302	13	b	b	NOUN
ctmj-180	303	1	i	i	INTJ
ctmj-180	303	2	y	y	NOUN
ctmj-180	304	1	o	o	X
ctmj-180	304	2	l	l	NOUN
ctmj-180	305	1	a	a	PRON
ctmj-180	305	2	c	c	NOUN
ctmj-180	305	3	t	t	NOUN
ctmj-180	305	4	7	7	NUM
ctmj-180	305	5	5	5	NUM
ctmj-180	305	6	3	3	NUM
ctmj-180	305	7	0	0	NUM
ctmj-180	306	1	i	i	PRON
ctmj-180	306	2	m	m	VERB
ctmj-180	306	3	ag	ag	PROPN
ctmj-180	306	4	es	es	ADP
ctmj-180	306	5	2	2	NUM
ctmj-180	306	6	5	5	NUM
ctmj-180	306	7	1	1	NUM
ctmj-180	306	8	7	7	NUM
ctmj-180	307	1	i	i	NOUN
ctmj-180	307	2	m	m	VERB
ctmj-180	307	3	ag	ag	PROPN
ctmj-180	307	4	es	es	ADP
ctmj-180	307	5	a	a	DET
ctmj-180	307	6	n	n	NOUN
ctmj-180	307	7	d	d	NOUN
ctmj-180	307	8	1	1	NUM
ctmj-180	307	9	4	4	NUM
ctmj-180	307	10	0	0	NUM
ctmj-180	307	11	v	v	NOUN
ctmj-180	308	1	i	i	PROPN
ctmj-180	308	2	d	d	PROPN
ctmj-180	308	3	eo	eo	PROPN
ctmj-180	308	4	s	s	PROPN
ctmj-180	308	5	8	8	NUM
ctmj-180	308	6	8	8	NUM
ctmj-180	308	7	.9	.9	NUM
ctmj-180	308	8	%	%	NOUN
ctmj-180	308	9	(	(	PUNCT
ctmj-180	308	10	d	d	PROPN
ctmj-180	308	11	el	el	PROPN
ctmj-180	308	12	in	in	ADP
ctmj-180	308	13	ea	ea	NUM
ctmj-180	308	14	ti	ti	NOUN
ctmj-180	308	15	o	o	NOUN
ctmj-180	308	16	n	n	CCONJ
ctmj-180	308	17	,	,	PUNCT
ctmj-180	308	18	in	in	ADP
ctmj-180	308	19	te	te	PROPN
ctmj-180	308	20	rn	rn	PROPN
ctmj-180	308	21	al	al	PROPN
ctmj-180	308	22	t	t	PROPN
ctmj-180	308	23	es	es	PROPN
ctmj-180	308	24	t	t	PROPN
ctmj-180	308	25	)	)	PUNCT
ctmj-180	308	26	,	,	PUNCT
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ctmj-180	308	29	.0	.0	NUM
ctmj-180	308	30	%	%	NOUN
ctmj-180	308	31	(	(	PUNCT
ctmj-180	308	32	d	d	PROPN
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ctmj-180	308	34	in	in	ADP
ctmj-180	308	35	e	e	PROPN
ctmj-180	308	36	at	at	ADP
ctmj-180	308	37	io	io	X
ctmj-180	308	38	n	n	PROPN
ctmj-180	308	39	,	,	PUNCT
ctmj-180	309	1	e	e	X
ctmj-180	309	2	xt	xt	NOUN
ctmj-180	310	1	er	er	INTJ
ctmj-180	310	2	n	n	ADV
ctmj-180	310	3	al	al	PROPN
ctmj-180	310	4	te	te	PROPN
ctmj-180	310	5	st	st	PROPN
ctmj-180	310	6	)	)	PUNCT
ctmj-180	310	7	,	,	PUNCT
ctmj-180	310	8	8	8	NUM
ctmj-180	310	9	5	5	NUM
ctmj-180	310	10	.9	.9	NUM
ctmj-180	310	11	%	%	NOUN
ctmj-180	310	12	(	(	PUNCT
ctmj-180	310	13	d	d	PROPN
ctmj-180	310	14	el	el	PROPN
ctmj-180	310	15	in	in	ADP
ctmj-180	310	16	ea	ea	NUM
ctmj-180	310	17	ti	ti	NOUN
ctmj-180	310	18	o	o	NOUN
ctmj-180	310	19	n	n	PROPN
ctmj-180	310	20	,	,	PUNCT
ctmj-180	310	21	p	p	PRON
ctmj-180	310	22	ro	ro	X
ctmj-180	310	23	sp	sp	ADP
ctmj-180	310	24	ec	ec	PROPN
ctmj-180	310	25	ti	ti	PROPN
ctmj-180	310	26	ve	ve	PROPN
ctmj-180	310	27	)	)	PUNCT
ctmj-180	310	28	8	8	NUM
ctmj-180	310	29	0	0	NUM
ctmj-180	310	30	.7	.7	NUM
ctmj-180	311	1	%	%	NOUN
ctmj-180	311	2	(	(	PUNCT
ctmj-180	311	3	d	d	PROPN
ctmj-180	311	4	el	el	PROPN
ctmj-180	311	5	in	in	ADP
ctmj-180	311	6	ea	ea	NUM
ctmj-180	311	7	ti	ti	NOUN
ctmj-180	311	8	o	o	NOUN
ctmj-180	311	9	n	n	PROPN
ctmj-180	311	10	,	,	PUNCT
ctmj-180	311	11	8	8	NUM
ctmj-180	311	12	6	6	NUM
ctmj-180	311	13	.5	.5	NUM
ctmj-180	311	14	%	%	NOUN
ctmj-180	311	15	(	(	PUNCT
ctmj-180	311	16	d	d	X
ctmj-180	311	17	et	et	NOUN
ctmj-180	311	18	ec	ec	NOUN
ctmj-180	311	19	ti	ti	NOUN
ctmj-180	311	20	o	o	NOUN
ctmj-180	311	21	n	n	CCONJ
ctmj-180	311	22	,	,	PUNCT
ctmj-180	311	23	in	in	ADP
ctmj-180	311	24	te	te	PROPN
ctmj-180	311	25	rn	rn	PROPN
ctmj-180	311	26	al	al	PROPN
ctmj-180	311	27	t	t	PROPN
ctmj-180	311	28	es	es	PROPN
ctmj-180	311	29	t	t	PROPN
ctmj-180	311	30	)	)	PUNCT
ctmj-180	311	31	,	,	PUNCT
ctmj-180	311	32	8	8	NUM
ctmj-180	311	33	0	0	NUM
ctmj-180	311	34	.6	.6	NUM
ctmj-180	311	35	%	%	NOUN
ctmj-180	312	1	(	(	PUNCT
ctmj-180	312	2	d	d	PROPN
ctmj-180	312	3	el	el	PROPN
ctmj-180	312	4	in	in	ADP
ctmj-180	312	5	e	e	PROPN
ctmj-180	312	6	at	at	ADP
ctmj-180	312	7	io	io	X
ctmj-180	312	8	n	n	PROPN
ctmj-180	312	9	,	,	PUNCT
ctmj-180	312	10	e	e	X
ctmj-180	312	11	xt	xt	NOUN
ctmj-180	312	12	er	er	INTJ
ctmj-180	312	13	n	n	ADV
ctmj-180	312	14	al	al	PROPN
ctmj-180	312	15	te	te	PROPN
ctmj-180	312	16	st	st	PROPN
ctmj-180	312	17	)	)	PUNCT
ctmj-180	312	18	,	,	PUNCT
ctmj-180	312	19	7	7	NUM
ctmj-180	312	20	9	9	NUM
ctmj-180	312	21	.4	.4	NUM
ctmj-180	312	22	%	%	NOUN
ctmj-180	312	23	(	(	PUNCT
ctmj-180	312	24	d	d	PROPN
ctmj-180	312	25	el	el	PROPN
ctmj-180	312	26	in	in	ADP
ctmj-180	312	27	ea	ea	NUM
ctmj-180	312	28	ti	ti	NOUN
ctmj-180	312	29	o	o	NOUN
ctmj-180	312	30	n	n	PROPN
ctmj-180	312	31	,	,	PUNCT
ctmj-180	312	32	p	p	PRON
ctmj-180	312	33	ro	ro	X
ctmj-180	312	34	sp	sp	ADP
ctmj-180	312	35	ec	ec	PROPN
ctmj-180	312	36	ti	ti	PROPN
ctmj-180	312	37	ve	ve	VERB
ctmj-180	312	38	)	)	PUNCT
ctmj-180	312	39	in	in	ADP
ctmj-180	312	40	te	te	PROPN
ctmj-180	312	41	rn	rn	PROPN
ctmj-180	312	42	al	al	PROPN
ctmj-180	312	43	t	t	PROPN
ctmj-180	312	44	es	es	PROPN
ctmj-180	312	45	t	t	PROPN
ctmj-180	312	46	)	)	PUNCT
ctmj-180	312	47	,	,	PUNCT
ctmj-180	312	48	8	8	NUM
ctmj-180	312	49	4	4	NUM
ctmj-180	312	50	.5	.5	NUM
ctmj-180	312	51	%	%	NOUN
ctmj-180	312	52	(	(	PUNCT
ctmj-180	312	53	d	d	X
ctmj-180	312	54	et	et	NOUN
ctmj-180	312	55	ec	ec	NOUN
ctmj-180	312	56	ti	ti	NOUN
ctmj-180	312	57	o	o	NOUN
ctmj-180	312	58	n	n	PROPN
ctmj-180	312	59	,	,	PUNCT
ctmj-180	312	60	e	e	X
ctmj-180	312	61	xt	xt	NOUN
ctmj-180	312	62	er	er	INTJ
ctmj-180	312	63	n	n	ADV
ctmj-180	312	64	al	al	PROPN
ctmj-180	312	65	te	te	PROPN
ctmj-180	312	66	st	st	PROPN
ctmj-180	312	67	)	)	PUNCT
ctmj-180	312	68	,	,	PUNCT
ctmj-180	312	69	8	8	NUM
ctmj-180	312	70	4	4	NUM
ctmj-180	312	71	.3	.3	NUM
ctmj-180	312	72	%	%	NOUN
ctmj-180	312	73	(	(	PUNCT
ctmj-180	312	74	d	d	X
ctmj-180	312	75	et	et	NOUN
ctmj-180	312	76	ec	ec	PROPN
ctmj-180	312	77	ti	ti	NOUN
ctmj-180	312	78	o	o	NOUN
ctmj-180	312	79	n	n	PROPN
ctmj-180	312	80	,	,	PUNCT
ctmj-180	312	81	p	p	PRON
ctmj-180	312	82	ro	ro	X
ctmj-180	312	83	sp	sp	ADP
ctmj-180	312	84	ec	ec	PROPN
ctmj-180	312	85	ti	ti	PROPN
ctmj-180	312	86	ve	ve	PROPN
ctmj-180	312	87	)	)	PUNCT
ctmj-180	313	1	y	y	PROPN
ctmj-180	313	2	u	u	PROPN
ctmj-180	313	3	a	a	PRON
ctmj-180	313	4	n	n	NUM
ctmj-180	313	5	e	e	NOUN
ctmj-180	313	6	t	t	NOUN
ctmj-180	313	7	a	a	DET
ctmj-180	313	8	l[4	l[4	PROPN
ctmj-180	313	9	1	1	NUM
ctmj-180	313	10	]	]	SYM
ctmj-180	313	11	2	2	NUM
ctmj-180	313	12	0	0	NUM
ctmj-180	313	13	2	2	NUM
ctmj-180	313	14	3	3	NUM
ctmj-180	313	15	d	d	NOUN
ctmj-180	313	16	et	et	NOUN
ctmj-180	313	17	ec	ec	NOUN
ctmj-180	313	18	ti	ti	NOUN
ctmj-180	313	19	o	o	PROPN
ctmj-180	313	20	n	n	INTJ
ctmj-180	313	21	a	a	DET
ctmj-180	313	22	n	n	NOUN
ctmj-180	313	23	d	d	PROPN
ctmj-180	313	24	d	d	PROPN
ctmj-180	313	25	el	el	PROPN
ctmj-180	313	26	in	in	ADP
ctmj-180	313	27	ea	ea	NUM
ctmj-180	313	28	ti	ti	NOUN
ctmj-180	313	29	o	o	NOUN
ctmj-180	313	30	n	n	PROPN
ctmj-180	313	31	w	w	PROPN
ctmj-180	313	32	l	l	NOUN
ctmj-180	314	1	i	i	PROPN
ctmj-180	314	2	,	,	PUNCT
ctmj-180	314	3	n	n	PROPN
ctmj-180	314	4	b	b	PROPN
ctmj-180	314	5	i	i	PRON
ctmj-180	314	6	,	,	PUNCT
ctmj-180	314	7	i	i	PRON
ctmj-180	314	8	o	o	VERB
ctmj-180	315	1	d	d	X
ctmj-180	315	2	in	in	ADP
ctmj-180	315	3	e	e	PROPN
ctmj-180	315	4	y	y	NOUN
ctmj-180	315	5	o	o	NOUN
ctmj-180	315	6	l	l	NOUN
ctmj-180	315	7	a	a	DET
ctmj-180	315	8	c	c	PROPN
ctmj-180	315	9	t	t	PROPN
ctmj-180	315	10	n	n	PROPN
ctmj-180	315	11	a	a	PRON
ctmj-180	315	12	n	n	NOUN
ctmj-180	315	13	a	a	PRON
ctmj-180	315	14	d	d	X
ctmj-180	315	15	et	et	NOUN
ctmj-180	315	16	ec	ec	PROPN
ctmj-180	316	1	te	te	PROPN
ctmj-180	316	2	d	d	PROPN
ctmj-180	316	3	a	a	PRON
ctmj-180	316	4	n	n	NOUN
ctmj-180	316	5	d	d	PROPN
ctmj-180	316	6	d	d	PROPN
ctmj-180	316	7	el	el	PROPN
ctmj-180	316	8	in	in	ADP
ctmj-180	316	9	ea	ea	PROPN
ctmj-180	316	10	te	te	PROPN
ctmj-180	316	11	d	d	X
ctmj-180	316	12	a	a	DET
ctmj-180	316	13	3	3	NUM
ctmj-180	316	14	m	m	NOUN
ctmj-180	316	15	m	m	VERB
ctmj-180	316	16	f	f	NOUN
ctmj-180	316	17	la	la	X
ctmj-180	316	18	tty	tty	NOUN
ctmj-180	316	19	p	p	PROPN
ctmj-180	316	20	e	e	PROPN
ctmj-180	316	21	e	e	X
ctmj-180	316	22	sc	sc	PROPN
ctmj-180	316	23	c	c	PROPN
ctmj-180	316	24	n	n	PRON
ctmj-180	316	25	a	a	DET
ctmj-180	316	26	o	o	X
ctmj-180	316	27	f	f	NOUN
ctmj-180	316	28	t	t	NOUN
ctmj-180	316	29	h	h	NOUN
ctmj-180	317	1	e	e	PROPN
ctmj-180	317	2	m	m	PROPN
ctmj-180	317	3	ar	ar	PROPN
ctmj-180	317	4	g	g	PROPN
ctmj-180	317	5	in	in	ADP
ctmj-180	317	6	s	s	PRON
ctmj-180	317	7	o	o	NOUN
ctmj-180	318	1	f	f	X
ctmj-180	318	2	su	su	PROPN
ctmj-180	319	1	p	p	X
ctmj-180	319	2	er	er	INTJ
ctmj-180	319	3	fi	fi	NOUN
ctmj-180	319	4	ci	ci	PROPN
ctmj-180	319	5	al	al	PROPN
ctmj-180	319	6	e	e	PROPN
ctmj-180	319	7	sc	sc	PROPN
ctmj-180	319	8	c	c	PROPN
ctmj-180	319	9	st	st	PROPN
ctmj-180	319	10	ai	ai	VERB
ctmj-180	319	11	n	n	ADV
ctmj-180	319	12	in	in	ADP
ctmj-180	319	13	g	g	PROPN
ctmj-180	319	14	,	,	PUNCT
ctmj-180	319	15	a	a	DET
ctmj-180	319	16	n	n	NOUN
ctmj-180	319	17	d	d	NOUN
ctmj-180	319	18	m	m	NOUN
ctmj-180	319	19	e	e	X
ctmj-180	319	20	e	e	X
ctmj-180	319	21	sc	sc	PROPN
ctmj-180	319	22	c	c	NOUN
ctmj-180	319	23	:	:	PUNCT
ctmj-180	320	1	e	e	X
ctmj-180	320	2	so	so	ADV
ctmj-180	320	3	p	p	PROPN
ctmj-180	320	4	h	h	PROPN
ctmj-180	320	5	ag	ag	PROPN
ctmj-180	320	6	ea	ea	PROPN
ctmj-180	320	7	l	l	PROPN
ctmj-180	320	8	s	s	PART
ctmj-180	320	9	q	q	X
ctmj-180	320	10	u	u	NOUN
ctmj-180	320	11	am	be	AUX
ctmj-180	320	12	o	o	NOUN
ctmj-180	320	13	u	u	NOUN
ctmj-180	320	14	s	s	PROPN
ctmj-180	320	15	ce	ce	PROPN
ctmj-180	320	16	ll	ll	AUX
ctmj-180	320	17	c	c	PROPN
ctmj-180	320	18	ar	ar	PROPN
ctmj-180	320	19	ci	ci	PROPN
ctmj-180	320	20	n	n	ADP
ctmj-180	320	21	o	o	NOUN
ctmj-180	320	22	m	m	NOUN
ctmj-180	320	23	a	a	NOUN
ctmj-180	320	24	;	;	PUNCT
ctmj-180	320	25	m	m	VERB
ctmj-180	320	26	e	e	NOUN
ctmj-180	320	27	:	:	PUNCT
ctmj-180	320	28	m	m	VERB
ctmj-180	320	29	ag	ag	PROPN
ctmj-180	320	30	n	n	PROPN
ctmj-180	320	31	if	if	SCONJ
ctmj-180	320	32	y	y	PROPN
ctmj-180	320	33	in	in	ADP
ctmj-180	320	34	g	g	PROPN
ctmj-180	320	35	en	en	PROPN
ctmj-180	320	36	d	d	X
ctmj-180	320	37	o	o	X
ctmj-180	321	1	sc	sc	INTJ
ctmj-180	321	2	o	o	NOUN
ctmj-180	321	3	p	p	X
ctmj-180	321	4	y	y	PROPN
ctmj-180	321	5	;	;	PUNCT
ctmj-180	321	6	n	n	PRON
ctmj-180	321	7	a	a	PRON
ctmj-180	321	8	:	:	PUNCT
ctmj-180	321	9	n	n	ADP
ctmj-180	321	10	o	o	NOUN
ctmj-180	321	11	t	t	X
ctmj-180	321	12	av	av	NOUN
ctmj-180	321	13	ai	ai	VERB
ctmj-180	321	14	la	la	PROPN
ctmj-180	321	15	b	b	PROPN
ctmj-180	321	16	le	le	X
ctmj-180	321	17	;	;	PUNCT
ctmj-180	322	1	n	n	PROPN
ctmj-180	322	2	b	b	X
ctmj-180	323	1	i	i	PRON
ctmj-180	323	2	:	:	PUNCT
ctmj-180	323	3	n	n	X
ctmj-180	323	4	ar	ar	PROPN
ctmj-180	323	5	ro	ro	PROPN
ctmj-180	324	1	w	w	PROPN
ctmj-180	324	2	b	b	PROPN
ctmj-180	324	3	an	an	PROPN
ctmj-180	324	4	d	d	X
ctmj-180	324	5	i	i	PRON
ctmj-180	324	6	m	m	PROPN
ctmj-180	324	7	ag	ag	PROPN
ctmj-180	324	8	in	in	ADP
ctmj-180	324	9	g	g	PROPN
ctmj-180	324	10	;	;	PUNCT
ctmj-180	324	11	r	r	NOUN
ctmj-180	324	12	ef	ef	X
ctmj-180	324	13	:	:	PUNCT
ctmj-180	324	14	r	r	NOUN
ctmj-180	324	15	ef	ef	PROPN
ctmj-180	324	16	er	er	INTJ
ctmj-180	324	17	en	en	X
ctmj-180	324	18	ce	ce	PROPN
ctmj-180	324	19	;	;	PUNCT
ctmj-180	324	20	w	w	X
ctmj-180	324	21	l	l	NOUN
ctmj-180	325	1	i	i	PRON
ctmj-180	325	2	:	:	PUNCT
ctmj-180	325	3	w	w	NOUN
ctmj-180	325	4	h	h	NOUN
ctmj-180	326	1	it	it	PRON
ctmj-180	326	2	e	e	PROPN
ctmj-180	326	3	li	li	PROPN
ctmj-180	326	4	gh	gh	PROPN
ctmj-180	326	5	t	t	PROPN
ctmj-180	327	1	i	i	PRON
ctmj-180	327	2	m	m	VERB
ctmj-180	327	3	ag	ag	PROPN
ctmj-180	327	4	in	in	ADP
ctmj-180	327	5	g	g	PROPN
ctmj-180	327	6	;	;	PUNCT
ctmj-180	328	1	y	y	PROPN
ctmj-180	328	2	o	o	NOUN
ctmj-180	328	3	l	l	NOUN
ctmj-180	329	1	a	a	PRON
ctmj-180	329	2	c	c	NOUN
ctmj-180	329	3	t	t	NOUN
ctmj-180	329	4	:	:	PUNCT
ctmj-180	330	1	y	y	PROPN
ctmj-180	330	2	o	o	X
ctmj-180	330	3	u	u	X
ctmj-180	330	4	o	o	X
ctmj-180	330	5	n	n	ADV
ctmj-180	330	6	ly	ly	ADP
ctmj-180	330	7	l	l	NOUN
ctmj-180	331	1	o	o	X
ctmj-180	331	2	o	o	X
ctmj-180	332	1	k	k	X
ctmj-180	332	2	a	a	DET
ctmj-180	332	3	t	t	NOUN
ctmj-180	332	4	c	c	NOUN
ctmj-180	332	5	o	o	NOUN
ctmj-180	332	6	ef	ef	PROPN
ctmj-180	332	7	fi	fi	PROPN
ctmj-180	332	8	ci	ci	PROPN
ctmj-180	332	9	en	en	PROPN
ctmj-180	332	10	t	t	PROPN
ctmj-180	332	11	s.	s.	PROPN
ctmj-180	332	12	ctmj	ctmj	PROPN
ctmj-180	332	13	|	|	ADV
ctmj-180	332	14	traditionalmedicinejournals.com	traditionalmedicinejournals.com	X
ctmj-180	332	15	chinese	chinese	ADJ
ctmj-180	332	16	traditional	traditional	ADJ
ctmj-180	332	17	medicine	medicine	NOUN
ctmj-180	332	18	journal	journal	NOUN
ctmj-180	332	19	|	|	ADV
ctmj-180	332	20	2025	2025	NUM
ctmj-180	332	21	|	|	ADV
ctmj-180	332	22	vol	vol	NOUN
ctmj-180	332	23	8	8	NUM
ctmj-180	332	24	|issue	|issue	NOUN
ctmj-180	332	25	3	3	NUM
ctmj-180	332	26	41	41	NUM
ctmj-180	332	27	capture	capture	VERB
ctmj-180	332	28	the	the	DET
ctmj-180	332	29	dynamic	dynamic	ADJ
ctmj-180	332	30	nature	nature	NOUN
ctmj-180	332	31	of	of	ADP
ctmj-180	332	32	real	real	ADJ
ctmj-180	332	33	clinical	clinical	ADJ
ctmj-180	332	34	scenarios	scenario	NOUN
ctmj-180	332	35	.	.	PUNCT
ctmj-180	333	1	therefore	therefore	ADV
ctmj-180	333	2	,	,	PUNCT
ctmj-180	333	3	it	it	PRON
ctmj-180	333	4	is	be	AUX
ctmj-180	333	5	crucial	crucial	ADJ
ctmj-180	333	6	to	to	PART
ctmj-180	333	7	include	include	VERB
ctmj-180	333	8	dynamic	dynamic	ADJ
ctmj-180	333	9	videos	video	NOUN
ctmj-180	333	10	in	in	ADP
ctmj-180	333	11	both	both	CCONJ
ctmj-180	333	12	the	the	DET
ctmj-180	333	13	development	development	NOUN
ctmj-180	333	14	and	and	CCONJ
ctmj-180	333	15	validation	validation	NOUN
ctmj-180	333	16	of	of	ADP
ctmj-180	333	17	ai	ai	PROPN
ctmj-180	333	18	models	model	NOUN
ctmj-180	333	19	.	.	PUNCT
ctmj-180	334	1	shimamoto	shimamoto	PROPN
ctmj-180	334	2	et	et	PROPN
ctmj-180	334	3	al[48	al[48	PROPN
ctmj-180	334	4	]	]	PUNCT
ctmj-180	334	5	pioneered	pioneer	VERB
ctmj-180	334	6	the	the	DET
ctmj-180	334	7	development	development	NOUN
ctmj-180	334	8	of	of	ADP
ctmj-180	334	9	an	an	DET
ctmj-180	334	10	ai	ai	NOUN
ctmj-180	334	11	model	model	NOUN
ctmj-180	334	12	for	for	ADP
ctmj-180	334	13	invasion	invasion	NOUN
ctmj-180	334	14	depth	depth	NOUN
ctmj-180	334	15	estimation	estimation	NOUN
ctmj-180	334	16	using	use	VERB
ctmj-180	334	17	endoscopic	endoscopic	ADJ
ctmj-180	334	18	examination	examination	NOUN
ctmj-180	334	19	video	video	NOUN
ctmj-180	334	20	data	datum	NOUN
ctmj-180	334	21	.	.	PUNCT
ctmj-180	335	1	they	they	PRON
ctmj-180	335	2	extracted	extract	VERB
ctmj-180	335	3	one	one	NOUN
ctmj-180	335	4	still	still	ADV
ctmj-180	335	5	image	image	NOUN
ctmj-180	335	6	from	from	ADP
ctmj-180	335	7	every	every	DET
ctmj-180	335	8	30	30	NUM
ctmj-180	335	9	frames	frame	NOUN
ctmj-180	335	10	(	(	PUNCT
ctmj-180	335	11	equivalent	equivalent	ADJ
ctmj-180	335	12	to	to	ADP
ctmj-180	335	13	30	30	NUM
ctmj-180	335	14	images	image	NOUN
ctmj-180	335	15	per	per	ADP
ctmj-180	335	16	second	second	NOUN
ctmj-180	335	17	of	of	ADP
ctmj-180	335	18	video	video	NOUN
ctmj-180	335	19	)	)	PUNCT
ctmj-180	335	20	,	,	PUNCT
ctmj-180	335	21	resulting	result	VERB
ctmj-180	335	22	in	in	ADP
ctmj-180	335	23	a	a	DET
ctmj-180	335	24	total	total	NOUN
ctmj-180	335	25	of	of	ADP
ctmj-180	335	26	23,977	23,977	NUM
ctmj-180	335	27	wli	wli	NOUN
ctmj-180	335	28	and	and	CCONJ
ctmj-180	335	29	nbi	nbi	PROPN
ctmj-180	335	30	/	/	SYM
ctmj-180	335	31	bli	bli	PROPN
ctmj-180	335	32	images	image	NOUN
ctmj-180	335	33	in	in	ADP
ctmj-180	335	34	the	the	DET
ctmj-180	335	35	training	training	NOUN
ctmj-180	335	36	dataset	dataset	NOUN
ctmj-180	335	37	.	.	PUNCT
ctmj-180	336	1	to	to	PART
ctmj-180	336	2	assess	assess	VERB
ctmj-180	336	3	its	its	PRON
ctmj-180	336	4	diagnostic	diagnostic	ADJ
ctmj-180	336	5	perfor	perfor	NOUN
ctmj-180	336	6	mance	mance	NOUN
ctmj-180	336	7	,	,	PUNCT
ctmj-180	336	8	102	102	NUM
ctmj-180	336	9	video	video	NOUN
ctmj-180	336	10	clips	clip	NOUN
ctmj-180	336	11	were	be	AUX
ctmj-180	336	12	employed	employ	VERB
ctmj-180	336	13	to	to	PART
ctmj-180	336	14	compare	compare	VERB
ctmj-180	336	15	the	the	DET
ctmj-180	336	16	ai	ai	ADJ
ctmj-180	336	17	model	model	NOUN
ctmj-180	336	18	against	against	ADP
ctmj-180	336	19	evaluations	evaluation	NOUN
ctmj-180	336	20	by	by	ADP
ctmj-180	336	21	14	14	NUM
ctmj-180	336	22	endoscopic	endoscopic	ADJ
ctmj-180	336	23	experts	expert	NOUN
ctmj-180	336	24	.	.	PUNCT
ctmj-180	337	1	remarkably	remarkably	ADV
ctmj-180	337	2	,	,	PUNCT
ctmj-180	337	3	the	the	DET
ctmj-180	337	4	model	model	NOUN
ctmj-180	337	5	demonstrated	demonstrate	VERB
ctmj-180	337	6	superior	superior	ADJ
ctmj-180	337	7	sensitivity	sensitivity	NOUN
ctmj-180	337	8	and	and	CCONJ
ctmj-180	337	9	specificity	specificity	NOUN
ctmj-180	337	10	in	in	ADP
ctmj-180	337	11	distinguishing	distinguish	VERB
ctmj-180	337	12	ep	ep	PROPN
ctmj-180	337	13	-	-	PUNCT
ctmj-180	337	14	sm1	sm1	NOUN
ctmj-180	337	15	lesions	lesion	NOUN
ctmj-180	337	16	from	from	ADP
ctmj-180	337	17	sm2–3	sm2–3	PROPN
ctmj-180	337	18	lesions	lesion	NOUN
ctmj-180	337	19	under	under	ADP
ctmj-180	337	20	both	both	DET
ctmj-180	337	21	non	non	NOUN
ctmj-180	337	22	-	-	NOUN
ctmj-180	337	23	me	i	PRON
ctmj-180	337	24	(	(	PUNCT
ctmj-180	337	25	50	50	NUM
ctmj-180	337	26	%	%	NOUN
ctmj-180	337	27	and	and	CCONJ
ctmj-180	337	28	99	99	NUM
ctmj-180	337	29	%	%	NOUN
ctmj-180	337	30	)	)	PUNCT
ctmj-180	337	31	and	and	CCONJ
ctmj-180	337	32	me	i	PRON
ctmj-180	337	33	(	(	PUNCT
ctmj-180	337	34	71	71	NUM
ctmj-180	337	35	%	%	NOUN
ctmj-180	337	36	and	and	CCONJ
ctmj-180	337	37	95	95	NUM
ctmj-180	337	38	%	%	NOUN
ctmj-180	337	39	)	)	PUNCT
ctmj-180	337	40	,	,	PUNCT
ctmj-180	337	41	outperforming	outperform	VERB
ctmj-180	337	42	the	the	DET
ctmj-180	337	43	experts	expert	NOUN
ctmj-180	337	44	.	.	PUNCT
ctmj-180	338	1	zhang	zhang	PROPN
ctmj-180	338	2	et	et	PROPN
ctmj-180	338	3	al[49	al[49	PROPN
ctmj-180	338	4	]	]	PUNCT
ctmj-180	338	5	developed	develop	VERB
ctmj-180	338	6	an	an	DET
ctmj-180	338	7	ai	ai	NOUN
ctmj-180	338	8	model	model	NOUN
ctmj-180	338	9	utilizing	utilize	VERB
ctmj-180	338	10	14	14	NUM
ctmj-180	338	11	different	different	ADJ
ctmj-180	338	12	algorithms	algorithm	NOUN
ctmj-180	338	13	to	to	PART
ctmj-180	338	14	differentiate	differentiate	VERB
ctmj-180	338	15	sm2	sm2	NOUN
ctmj-180	338	16	-	-	SYM
ctmj-180	338	17	3	3	NUM
ctmj-180	338	18	lesions	lesion	NOUN
ctmj-180	338	19	under	under	ADP
ctmj-180	338	20	me	me	NOUN
ctmj-180	338	21	-	-	PUNCT
ctmj-180	338	22	nbi	nbi	NOUN
ctmj-180	338	23	.	.	PUNCT
ctmj-180	339	1	the	the	DET
ctmj-180	339	2	ai	ai	PROPN
ctmj-180	339	3	model	model	NOUN
ctmj-180	339	4	was	be	AUX
ctmj-180	339	5	trained	train	VERB
ctmj-180	339	6	with	with	ADP
ctmj-180	339	7	5119	5119	NUM
ctmj-180	339	8	me	i	PRON
ctmj-180	339	9	-	-	PUNCT
ctmj-180	339	10	nbi	nbi	NOUN
ctmj-180	339	11	images	image	NOUN
ctmj-180	339	12	from	from	ADP
ctmj-180	339	13	581	581	NUM
ctmj-180	339	14	escc	escc	ADJ
ctmj-180	339	15	patients	patient	NOUN
ctmj-180	339	16	and	and	CCONJ
ctmj-180	339	17	tested	test	VERB
ctmj-180	339	18	on	on	ADP
ctmj-180	339	19	196	196	NUM
ctmj-180	339	20	images	image	NOUN
ctmj-180	339	21	and	and	CCONJ
ctmj-180	339	22	33	33	NUM
ctmj-180	339	23	video	video	NOUN
ctmj-180	339	24	clips	clip	NOUN
ctmj-180	339	25	.	.	PUNCT
ctmj-180	340	1	to	to	PART
ctmj-180	340	2	assess	assess	VERB
ctmj-180	340	3	its	its	PRON
ctmj-180	340	4	performance	performance	NOUN
ctmj-180	340	5	,	,	PUNCT
ctmj-180	340	6	the	the	DET
ctmj-180	340	7	model	model	NOUN
ctmj-180	340	8	was	be	AUX
ctmj-180	340	9	compared	compare	VERB
ctmj-180	340	10	with	with	ADP
ctmj-180	340	11	a	a	DET
ctmj-180	340	12	deep	deep	ADJ
ctmj-180	340	13	learning	learning	NOUN
ctmj-180	340	14	model	model	NOUN
ctmj-180	340	15	and	and	CCONJ
ctmj-180	340	16	evaluated	evaluate	VERB
ctmj-180	340	17	by	by	ADP
ctmj-180	340	18	seven	seven	NUM
ctmj-180	340	19	endoscopists	endoscopist	NOUN
ctmj-180	340	20	.	.	PUNCT
ctmj-180	341	1	in	in	ADP
ctmj-180	341	2	the	the	DET
ctmj-180	341	3	image	image	NOUN
ctmj-180	341	4	validation	validation	NOUN
ctmj-180	341	5	,	,	PUNCT
ctmj-180	341	6	the	the	DET
ctmj-180	341	7	ai	ai	PROPN
ctmj-180	341	8	model	model	NOUN
ctmj-180	341	9	exhibited	exhibit	VERB
ctmj-180	341	10	impressive	impressive	ADJ
ctmj-180	341	11	sensitivity	sensitivity	NOUN
ctmj-180	341	12	,	,	PUNCT
ctmj-180	341	13	specificity	specificity	NOUN
ctmj-180	341	14	,	,	PUNCT
ctmj-180	341	15	and	and	CCONJ
ctmj-180	341	16	accuracy	accuracy	NOUN
ctmj-180	341	17	at	at	ADP
ctmj-180	341	18	85.7	85.7	NUM
ctmj-180	341	19	%	%	NOUN
ctmj-180	341	20	,	,	PUNCT
ctmj-180	341	21	86.3	86.3	NUM
ctmj-180	341	22	%	%	NOUN
ctmj-180	341	23	,	,	PUNCT
ctmj-180	341	24	and	and	CCONJ
ctmj-180	341	25	86.2	86.2	NUM
ctmj-180	341	26	%	%	NOUN
ctmj-180	341	27	,	,	PUNCT
ctmj-180	341	28	respectively	respectively	ADV
ctmj-180	341	29	.	.	PUNCT
ctmj-180	342	1	these	these	DET
ctmj-180	342	2	figures	figure	NOUN
ctmj-180	342	3	remained	remain	VERB
ctmj-180	342	4	notably	notably	ADV
ctmj-180	342	5	high	high	ADJ
ctmj-180	342	6	in	in	ADP
ctmj-180	342	7	video	video	NOUN
ctmj-180	342	8	validation	validation	NOUN
ctmj-180	342	9	,	,	PUNCT
ctmj-180	342	10	with	with	ADP
ctmj-180	342	11	sensitivity	sensitivity	NOUN
ctmj-180	342	12	,	,	PUNCT
ctmj-180	342	13	specificity	specificity	NOUN
ctmj-180	342	14	,	,	PUNCT
ctmj-180	342	15	and	and	CCONJ
ctmj-180	342	16	accuracy	accuracy	NOUN
ctmj-180	342	17	values	value	NOUN
ctmj-180	342	18	reaching	reach	VERB
ctmj-180	342	19	87.5	87.5	NUM
ctmj-180	342	20	%	%	NOUN
ctmj-180	342	21	,	,	PUNCT
ctmj-180	342	22	84.0	84.0	NUM
ctmj-180	342	23	%	%	NOUN
ctmj-180	342	24	,	,	PUNCT
ctmj-180	342	25	and	and	CCONJ
ctmj-180	342	26	84.9	84.9	NUM
ctmj-180	342	27	%	%	NOUN
ctmj-180	342	28	,	,	PUNCT
ctmj-180	342	29	respectively	respectively	ADV
ctmj-180	342	30	.	.	PUNCT
ctmj-180	343	1	in	in	ADP
ctmj-180	343	2	contrast	contrast	NOUN
ctmj-180	343	3	,	,	PUNCT
ctmj-180	343	4	the	the	DET
ctmj-180	343	5	deep	deep	ADJ
ctmj-180	343	6	learning	learning	NOUN
ctmj-180	343	7	model	model	NOUN
ctmj-180	343	8	displayed	display	VERB
ctmj-180	343	9	inferior	inferior	ADJ
ctmj-180	343	10	performance	performance	NOUN
ctmj-180	343	11	,	,	PUNCT
ctmj-180	343	12	with	with	ADP
ctmj-180	343	13	a	a	DET
ctmj-180	343	14	sensitivity	sensitivity	NOUN
ctmj-180	343	15	of	of	ADP
ctmj-180	343	16	83.7	83.7	NUM
ctmj-180	343	17	%	%	NOUN
ctmj-180	343	18	,	,	PUNCT
ctmj-180	343	19	specificity	specificity	NOUN
ctmj-180	343	20	of	of	ADP
ctmj-180	343	21	52.1	52.1	NUM
ctmj-180	343	22	%	%	NOUN
ctmj-180	343	23	,	,	PUNCT
ctmj-180	343	24	and	and	CCONJ
ctmj-180	343	25	accuracy	accuracy	NOUN
ctmj-180	343	26	of	of	ADP
ctmj-180	343	27	60.0	60.0	NUM
ctmj-180	343	28	%	%	NOUN
ctmj-180	343	29	.	.	PUNCT
ctmj-180	344	1	notably	notably	ADV
ctmj-180	344	2	,	,	PUNCT
ctmj-180	344	3	the	the	DET
ctmj-180	344	4	assistance	assistance	NOUN
ctmj-180	344	5	of	of	ADP
ctmj-180	344	6	the	the	DET
ctmj-180	344	7	ai	ai	NOUN
ctmj-180	344	8	model	model	NOUN
ctmj-180	344	9	led	lead	VERB
ctmj-180	344	10	to	to	ADP
ctmj-180	344	11	a	a	DET
ctmj-180	344	12	statisti	statisti	NOUN
ctmj-180	344	13	cally	cally	ADV
ctmj-180	344	14	significant	significant	ADJ
ctmj-180	344	15	improvement	improvement	NOUN
ctmj-180	344	16	(	(	PUNCT
ctmj-180	344	17	p	p	X
ctmj-180	344	18	=	=	NOUN
ctmj-180	344	19	0.03	0.03	NUM
ctmj-180	344	20	)	)	PUNCT
ctmj-180	344	21	in	in	ADP
ctmj-180	344	22	the	the	DET
ctmj-180	344	23	accuracy	accuracy	NOUN
ctmj-180	344	24	of	of	ADP
ctmj-180	344	25	the	the	DET
ctmj-180	344	26	endoscopists	endoscopist	NOUN
ctmj-180	344	27	.	.	PUNCT
ctmj-180	345	1	these	these	DET
ctmj-180	345	2	findings	finding	NOUN
ctmj-180	345	3	suggest	suggest	VERB
ctmj-180	345	4	that	that	SCONJ
ctmj-180	345	5	ai	ai	VERB
ctmj-180	345	6	models	model	NOUN
ctmj-180	345	7	enhanced	enhance	VERB
ctmj-180	345	8	with	with	ADP
ctmj-180	345	9	real	real	ADJ
ctmj-180	345	10	video	video	NOUN
ctmj-180	345	11	data	datum	NOUN
ctmj-180	345	12	hold	hold	VERB
ctmj-180	345	13	promise	promise	NOUN
ctmj-180	345	14	for	for	ADP
ctmj-180	345	15	practical	practical	ADJ
ctmj-180	345	16	integration	integration	NOUN
ctmj-180	345	17	into	into	ADP
ctmj-180	345	18	clinical	clinical	ADJ
ctmj-180	345	19	practice	practice	NOUN
ctmj-180	345	20	[	[	X
ctmj-180	345	21	table	table	NOUN
ctmj-180	345	22	3	3	NUM
ctmj-180	345	23	]	]	PUNCT
ctmj-180	345	24	.	.	PUNCT
ctmj-180	346	1	classification	classification	NOUN
ctmj-180	346	2	of	of	ADP
ctmj-180	346	3	microvessel	microvessel	NOUN
ctmj-180	346	4	patterns	pattern	NOUN
ctmj-180	346	5	of	of	ADP
ctmj-180	346	6	the	the	DET
ctmj-180	346	7	lesions	lesion	NOUN
ctmj-180	346	8	lesion	lesion	NOUN
ctmj-180	346	9	characterization	characterization	NOUN
ctmj-180	346	10	and	and	CCONJ
ctmj-180	346	11	invasion	invasion	NOUN
ctmj-180	346	12	depth	depth	NOUN
ctmj-180	346	13	estimation	estimation	NOUN
ctmj-180	346	14	rely	rely	VERB
ctmj-180	346	15	heavily	heavily	ADV
ctmj-180	346	16	on	on	ADP
ctmj-180	346	17	me	i	PRON
ctmj-180	346	18	evaluation	evaluation	NOUN
ctmj-180	346	19	of	of	ADP
ctmj-180	346	20	the	the	DET
ctmj-180	346	21	esophageal	esophageal	ADJ
ctmj-180	346	22	intrapapillary	intrapapillary	ADJ
ctmj-180	346	23	capillary	capillary	ADJ
ctmj-180	346	24	loop	loop	NOUN
ctmj-180	346	25	(	(	PUNCT
ctmj-180	346	26	ipcl	ipcl	NOUN
ctmj-180	346	27	)	)	PUNCT
ctmj-180	346	28	shape	shape	NOUN
ctmj-180	346	29	.	.	PUNCT
ctmj-180	347	1	classification	classification	NOUN
ctmj-180	347	2	of	of	ADP
ctmj-180	347	3	ipcl	ipcl	NOUN
ctmj-180	347	4	by	by	ADP
ctmj-180	347	5	the	the	DET
ctmj-180	347	6	japan	japan	PROPN
ctmj-180	347	7	esophageal	esophageal	PROPN
ctmj-180	347	8	society	society	NOUN
ctmj-180	347	9	(	(	PUNCT
ctmj-180	347	10	jes)[50	jes)[50	PROPN
ctmj-180	347	11	]	]	PUNCT
ctmj-180	347	12	is	be	AUX
ctmj-180	347	13	as	as	SCONJ
ctmj-180	347	14	follows	follow	VERB
ctmj-180	347	15	:	:	PUNCT
ctmj-180	347	16	type	type	VERB
ctmj-180	347	17	a	a	PRON
ctmj-180	347	18	,	,	PUNCT
ctmj-180	347	19	type	type	NOUN
ctmj-180	347	20	b	b	NOUN
ctmj-180	347	21	,	,	PUNCT
ctmj-180	347	22	and	and	CCONJ
ctmj-180	347	23	subtypes	subtype	NOUN
ctmj-180	347	24	b1	b1	NOUN
ctmj-180	347	25	,	,	PUNCT
ctmj-180	347	26	b2	b2	NOUN
ctmj-180	347	27	,	,	PUNCT
ctmj-180	347	28	and	and	CCONJ
ctmj-180	347	29	b3	b3	PROPN
ctmj-180	347	30	of	of	ADP
ctmj-180	347	31	type	type	PROPN
ctmj-180	347	32	b.	b.	PROPN
ctmj-180	347	33	in	in	ADP
ctmj-180	347	34	type	type	NOUN
ctmj-180	347	35	a	a	X
ctmj-180	347	36	,	,	PUNCT
ctmj-180	347	37	you	you	PRON
ctmj-180	347	38	may	may	AUX
ctmj-180	347	39	see	see	VERB
ctmj-180	347	40	normal	normal	ADJ
ctmj-180	347	41	ipcl	ipcl	NOUN
ctmj-180	347	42	or	or	CCONJ
ctmj-180	347	43	microvessels	microvessel	NOUN
ctmj-180	347	44	that	that	PRON
ctmj-180	347	45	are	be	AUX
ctmj-180	347	46	slightly	slightly	ADV
ctmj-180	347	47	aberrant	aberrant	ADJ
ctmj-180	347	48	,	,	PUNCT
ctmj-180	347	49	suggesting	suggest	VERB
ctmj-180	347	50	things	thing	NOUN
ctmj-180	347	51	like	like	ADP
ctmj-180	347	52	inflammation	inflammation	NOUN
ctmj-180	347	53	,	,	PUNCT
ctmj-180	347	54	lowgrade	lowgrade	VERB
ctmj-180	347	55	ep	ep	PROPN
ctmj-180	347	56	neoplasia	neoplasia	NOUN
ctmj-180	347	57	,	,	PUNCT
ctmj-180	347	58	or	or	CCONJ
ctmj-180	347	59	normal	normal	ADJ
ctmj-180	347	60	epithelium	epithelium	NOUN
ctmj-180	347	61	.	.	PUNCT
ctmj-180	348	1	microvessels	microvessel	NOUN
ctmj-180	348	2	with	with	ADP
ctmj-180	348	3	a	a	DET
ctmj-180	348	4	loop	loop	NOUN
ctmj-180	348	5	-	-	PUNCT
ctmj-180	348	6	like	like	ADJ
ctmj-180	348	7	structure	structure	NOUN
ctmj-180	348	8	,	,	PUNCT
ctmj-180	348	9	characteristic	characteristic	ADJ
ctmj-180	348	10	of	of	ADP
ctmj-180	348	11	ep	ep	PROPN
ctmj-180	348	12	-	-	PUNCT
ctmj-180	348	13	lpm	lpm	NOUN
ctmj-180	348	14	lesions	lesion	NOUN
ctmj-180	348	15	,	,	PUNCT
ctmj-180	348	16	describe	describe	VERB
ctmj-180	348	17	type	type	NOUN
ctmj-180	348	18	b1	b1	NOUN
ctmj-180	348	19	.	.	PUNCT
ctmj-180	349	1	microvessels	microvessel	NOUN
ctmj-180	349	2	of	of	ADP
ctmj-180	349	3	type	type	NOUN
ctmj-180	349	4	b2	b2	NOUN
ctmj-180	349	5	do	do	AUX
ctmj-180	349	6	not	not	PART
ctmj-180	349	7	have	have	VERB
ctmj-180	349	8	a	a	DET
ctmj-180	349	9	loop	loop	NOUN
ctmj-180	349	10	-	-	PUNCT
ctmj-180	349	11	like	like	ADJ
ctmj-180	349	12	arrangement	arrangement	NOUN
ctmj-180	349	13	,	,	PUNCT
ctmj-180	349	14	indicating	indicate	VERB
ctmj-180	349	15	mm	mm	NOUN
ctmj-180	349	16	-	-	PUNCT
ctmj-180	349	17	sm1	sm1	NOUN
ctmj-180	349	18	lesions	lesion	NOUN
ctmj-180	349	19	.	.	PUNCT
ctmj-180	350	1	surprisingly	surprisingly	ADV
ctmj-180	350	2	,	,	PUNCT
ctmj-180	350	3	type	type	NOUN
ctmj-180	350	4	b3	b3	PROPN
ctmj-180	350	5	indicates	indicate	VERB
ctmj-180	350	6	lesions	lesion	NOUN
ctmj-180	350	7	at	at	ADP
ctmj-180	350	8	sm2	sm2	NOUN
ctmj-180	350	9	or	or	CCONJ
ctmj-180	350	10	deeper	deep	ADJ
ctmj-180	350	11	levels	level	NOUN
ctmj-180	350	12	and	and	CCONJ
ctmj-180	350	13	is	be	AUX
ctmj-180	350	14	characterized	characterize	VERB
ctmj-180	350	15	by	by	ADP
ctmj-180	350	16	dilated	dilated	ADJ
ctmj-180	350	17	vessels	vessel	NOUN
ctmj-180	350	18	with	with	ADP
ctmj-180	350	19	calibers	caliber	NOUN
ctmj-180	350	20	more	more	ADJ
ctmj-180	350	21	than	than	ADP
ctmj-180	350	22	three	three	NUM
ctmj-180	350	23	times	time	NOUN
ctmj-180	350	24	larger	large	ADJ
ctmj-180	350	25	than	than	ADP
ctmj-180	350	26	normal	normal	ADJ
ctmj-180	350	27	b2	b2	NOUN
ctmj-180	350	28	vessels	vessel	NOUN
ctmj-180	350	29	.	.	PUNCT
ctmj-180	351	1	keep	keep	VERB
ctmj-180	351	2	in	in	ADP
ctmj-180	351	3	mind	mind	NOUN
ctmj-180	351	4	that	that	SCONJ
ctmj-180	351	5	ipcl	ipcl	PROPN
ctmj-180	351	6	categorization	categorization	NOUN
ctmj-180	351	7	is	be	AUX
ctmj-180	351	8	subjective	subjective	ADJ
ctmj-180	351	9	and	and	CCONJ
ctmj-180	351	10	involves	involve	VERB
ctmj-180	351	11	a	a	DET
ctmj-180	351	12	lot	lot	NOUN
ctmj-180	351	13	of	of	ADP
ctmj-180	351	14	moving	move	VERB
ctmj-180	351	15	parts	part	NOUN
ctmj-180	351	16	.	.	PUNCT
ctmj-180	352	1	endoscopists	endoscopist	NOUN
ctmj-180	352	2	need	need	VERB
ctmj-180	352	3	extensive	extensive	ADJ
ctmj-180	352	4	training	training	NOUN
ctmj-180	352	5	and	and	CCONJ
ctmj-180	352	6	knowledge	knowledge	NOUN
ctmj-180	352	7	of	of	ADP
ctmj-180	352	8	endoscopy	endoscopy	NOUN
ctmj-180	352	9	to	to	PART
ctmj-180	352	10	accurately	accurately	ADV
ctmj-180	352	11	diagnose	diagnose	VERB
ctmj-180	352	12	ipcl	ipcl	NOUN
ctmj-180	352	13	and	and	CCONJ
ctmj-180	352	14	classify	classify	VERB
ctmj-180	352	15	cases	case	NOUN
ctmj-180	352	16	accurately	accurately	ADV
ctmj-180	352	17	.	.	PUNCT
ctmj-180	353	1	endoscopists	endoscopist	NOUN
ctmj-180	353	2	may	may	AUX
ctmj-180	353	3	now	now	ADV
ctmj-180	353	4	assess	assess	VERB
ctmj-180	353	5	lesion	lesion	NOUN
ctmj-180	353	6	invasion	invasion	NOUN
ctmj-180	353	7	depth	depth	NOUN
ctmj-180	353	8	using	use	VERB
ctmj-180	353	9	deep	deep	ADJ
ctmj-180	353	10	learning	learning	NOUN
ctmj-180	353	11	and	and	CCONJ
ctmj-180	353	12	ipcl	ipcl	PROPN
ctmj-180	353	13	categorization	categorization	NOUN
ctmj-180	353	14	.	.	PUNCT
ctmj-180	354	1	in	in	ADP
ctmj-180	354	2	their	their	PRON
ctmj-180	354	3	study	study	NOUN
ctmj-180	354	4	,	,	PUNCT
ctmj-180	354	5	everson	everson	PROPN
ctmj-180	354	6	et	et	PROPN
ctmj-180	354	7	al.[51	al.[51	PROPN
ctmj-180	354	8	]	]	PUNCT
ctmj-180	354	9	collected	collect	VERB
ctmj-180	354	10	7046	7046	NUM
ctmj-180	354	11	me	i	PRON
ctmj-180	354	12	-	-	PUNCT
ctmj-180	354	13	nbi	nbi	NOUN
ctmj-180	354	14	photos	photo	NOUN
ctmj-180	354	15	in	in	ADP
ctmj-180	354	16	a	a	DET
ctmj-180	354	17	row	row	NOUN
ctmj-180	354	18	from	from	ADP
ctmj-180	354	19	17	17	NUM
ctmj-180	354	20	patients	patient	NOUN
ctmj-180	354	21	'	'	PART
ctmj-180	354	22	films	film	NOUN
ctmj-180	354	23	who	who	PRON
ctmj-180	354	24	had	have	VERB
ctmj-180	354	25	superficial	superficial	ADJ
ctmj-180	354	26	escc	escc	ADJ
ctmj-180	354	27	.	.	PUNCT
ctmj-180	355	1	we	we	PRON
ctmj-180	355	2	used	use	VERB
ctmj-180	355	3	this	this	DET
ctmj-180	355	4	massive	massive	ADJ
ctmj-180	355	5	dataset	dataset	NOUN
ctmj-180	355	6	with	with	ADP
ctmj-180	355	7	the	the	DET
ctmj-180	355	8	primary	primary	ADJ
ctmj-180	355	9	goal	goal	NOUN
ctmj-180	355	10	of	of	ADP
ctmj-180	355	11	classifying	classify	VERB
ctmj-180	355	12	microvessels	microvessel	NOUN
ctmj-180	355	13	into	into	ADP
ctmj-180	355	14	type	type	NOUN
ctmj-180	355	15	a	a	PRON
ctmj-180	355	16	and	and	CCONJ
ctmj-180	355	17	type	type	NOUN
ctmj-180	355	18	b	b	NOUN
ctmj-180	355	19	throughout	throughout	ADP
ctmj-180	355	20	the	the	DET
ctmj-180	355	21	ai	ai	NOUN
ctmj-180	355	22	model	model	NOUN
ctmj-180	355	23	's	's	PART
ctmj-180	355	24	training	training	NOUN
ctmj-180	355	25	and	and	CCONJ
ctmj-180	355	26	validation	validation	NOUN
ctmj-180	355	27	processes	process	NOUN
ctmj-180	355	28	.	.	PUNCT
ctmj-180	356	1	an	an	DET
ctmj-180	356	2	impressive	impressive	ADJ
ctmj-180	356	3	93.7	93.7	NUM
ctmj-180	356	4	%	%	NOUN
ctmj-180	356	5	overall	overall	ADJ
ctmj-180	356	6	accuracy	accuracy	NOUN
ctmj-180	356	7	was	be	AUX
ctmj-180	356	8	shown	show	VERB
ctmj-180	356	9	by	by	ADP
ctmj-180	356	10	the	the	DET
ctmj-180	356	11	ai	ai	NOUN
ctmj-180	356	12	model	model	NOUN
ctmj-180	356	13	after	after	ADP
ctmj-180	356	14	a	a	DET
ctmj-180	356	15	rigorous	rigorous	ADJ
ctmj-180	356	16	5fold	5fold	NUM
ctmj-180	356	17	cross	cross	ADJ
ctmj-180	356	18	-	-	ADJ
ctmj-180	356	19	validation	validation	ADJ
ctmj-180	356	20	procedure	procedure	NOUN
ctmj-180	356	21	.	.	PUNCT
ctmj-180	357	1	its	its	PRON
ctmj-180	357	2	sensitivity	sensitivity	NOUN
ctmj-180	357	3	to	to	PART
ctmj-180	357	4	detect	detect	VERB
ctmj-180	357	5	type	type	NOUN
ctmj-180	357	6	b	b	NOUN
ctmj-180	357	7	vasculature	vasculature	NOUN
ctmj-180	357	8	was	be	AUX
ctmj-180	357	9	an	an	DET
ctmj-180	357	10	amazing	amazing	ADJ
ctmj-180	357	11	89.3	89.3	NUM
ctmj-180	357	12	%	%	NOUN
ctmj-180	357	13	,	,	PUNCT
ctmj-180	357	14	and	and	CCONJ
ctmj-180	357	15	its	its	PRON
ctmj-180	357	16	specificity	specificity	NOUN
ctmj-180	357	17	was	be	AUX
ctmj-180	357	18	98	98	NUM
ctmj-180	357	19	%	%	NOUN
ctmj-180	357	20	.	.	PUNCT
ctmj-180	358	1	it	it	PRON
ctmj-180	358	2	was	be	AUX
ctmj-180	358	3	also	also	ADV
ctmj-180	358	4	appropriate	appropriate	ADJ
ctmj-180	358	5	for	for	ADP
ctmj-180	358	6	application	application	NOUN
ctmj-180	358	7	in	in	ADP
ctmj-180	358	8	real	real	ADJ
ctmj-180	358	9	-	-	PUNCT
ctmj-180	358	10	time	time	NOUN
ctmj-180	358	11	clinical	clinical	ADJ
ctmj-180	358	12	settings	setting	NOUN
ctmj-180	358	13	since	since	SCONJ
ctmj-180	358	14	its	its	PRON
ctmj-180	358	15	operating	operating	NOUN
ctmj-180	358	16	efficiency	efficiency	NOUN
ctmj-180	358	17	was	be	AUX
ctmj-180	358	18	maintained	maintain	VERB
ctmj-180	358	19	between	between	ADP
ctmj-180	358	20	26.17	26.17	NUM
ctmj-180	358	21	ms	ms	NOUN
ctmj-180	358	22	and	and	CCONJ
ctmj-180	358	23	37.38	37.38	NUM
ctmj-180	358	24	ms	ms	PROPN
ctmj-180	358	25	.	.	PROPN
ctmj-180	358	26	using	use	VERB
ctmj-180	358	27	resnet-18	resnet-18	PROPN
ctmj-180	358	28	and	and	CCONJ
ctmj-180	358	29	an	an	DET
ctmj-180	358	30	enormously	enormously	ADV
ctmj-180	358	31	bigger	big	ADJ
ctmj-180	358	32	dataset	dataset	NOUN
ctmj-180	358	33	of	of	ADP
ctmj-180	358	34	67,742	67,742	NUM
ctmj-180	358	35	consecutive	consecutive	ADJ
ctmj-180	358	36	me	me	PROPN
ctmj-180	358	37	-	-	PUNCT
ctmj-180	358	38	nbi	nbi	NOUN
ctmj-180	358	39	pictures	picture	NOUN
ctmj-180	358	40	from	from	ADP
ctmj-180	358	41	114	114	NUM
ctmj-180	358	42	patients	patient	NOUN
ctmj-180	358	43	'	'	PART
ctmj-180	358	44	films	film	NOUN
ctmj-180	358	45	,	,	PUNCT
ctmj-180	358	46	everson	everson	PROPN
ctmj-180	358	47	et	et	PROPN
ctmj-180	358	48	al.[52	al.[52	PROPN
ctmj-180	358	49	]	]	PUNCT
ctmj-180	358	50	further	far	ADV
ctmj-180	358	51	enhanced	enhance	VERB
ctmj-180	358	52	the	the	DET
ctmj-180	358	53	ai	ai	PROPN
ctmj-180	358	54	model	model	NOUN
ctmj-180	358	55	.	.	PUNCT
ctmj-180	359	1	showing	show	VERB
ctmj-180	359	2	promise	promise	NOUN
ctmj-180	359	3	as	as	ADP
ctmj-180	359	4	a	a	DET
ctmj-180	359	5	clinical	clinical	ADJ
ctmj-180	359	6	tool	tool	NOUN
ctmj-180	359	7	,	,	PUNCT
ctmj-180	359	8	the	the	DET
ctmj-180	359	9	diagnostic	diagnostic	ADJ
ctmj-180	359	10	performance	performance	NOUN
ctmj-180	359	11	was	be	AUX
ctmj-180	359	12	on	on	ADP
ctmj-180	359	13	par	par	NOUN
ctmj-180	359	14	with	with	ADP
ctmj-180	359	15	nine	nine	NUM
ctmj-180	359	16	endoscopic	endoscopic	ADJ
ctmj-180	359	17	specialists	specialist	NOUN
ctmj-180	359	18	.	.	PUNCT
ctmj-180	360	1	although	although	SCONJ
ctmj-180	360	2	the	the	DET
ctmj-180	360	3	ai	ai	NOUN
ctmj-180	360	4	models	model	NOUN
ctmj-180	360	5	mentioned	mention	VERB
ctmj-180	360	6	earlier	early	ADV
ctmj-180	360	7	have	have	AUX
ctmj-180	360	8	proven	prove	VERB
ctmj-180	360	9	to	to	PART
ctmj-180	360	10	be	be	AUX
ctmj-180	360	11	very	very	ADV
ctmj-180	360	12	good	good	ADJ
ctmj-180	360	13	at	at	ADP
ctmj-180	360	14	differentiating	differentiate	VERB
ctmj-180	360	15	between	between	ADP
ctmj-180	360	16	type	type	NOUN
ctmj-180	360	17	a	a	PRON
ctmj-180	360	18	and	and	CCONJ
ctmj-180	360	19	type	type	NOUN
ctmj-180	360	20	b	b	NOUN
ctmj-180	360	21	vessels	vessel	NOUN
ctmj-180	360	22	—	—	PUNCT
ctmj-180	360	23	laying	lay	VERB
ctmj-180	360	24	the	the	DET
ctmj-180	360	25	groundwork	groundwork	NOUN
ctmj-180	360	26	for	for	ADP
ctmj-180	360	27	ai	ai	ADV
ctmj-180	360	28	-	-	PUNCT
ctmj-180	360	29	assisted	assist	VERB
ctmj-180	360	30	ipcl	ipcl	NOUN
ctmj-180	360	31	diagnosis	diagnosis	NOUN
ctmj-180	360	32	—	—	PUNCT
ctmj-180	360	33	they	they	PRON
ctmj-180	360	34	fail	fail	VERB
ctmj-180	360	35	miserably	miserably	ADV
ctmj-180	360	36	when	when	SCONJ
ctmj-180	360	37	it	it	PRON
ctmj-180	360	38	comes	come	VERB
ctmj-180	360	39	to	to	ADP
ctmj-180	360	40	subclassifying	subclassifying	ADJ
ctmj-180	360	41	type	type	NOUN
ctmj-180	360	42	b	b	NOUN
ctmj-180	360	43	vessels	vessel	NOUN
ctmj-180	360	44	,	,	PUNCT
ctmj-180	360	45	which	which	PRON
ctmj-180	360	46	is	be	AUX
ctmj-180	360	47	essential	essential	ADJ
ctmj-180	360	48	for	for	ADP
ctmj-180	360	49	making	make	VERB
ctmj-180	360	50	accurate	accurate	ADJ
ctmj-180	360	51	invasion	invasion	NOUN
ctmj-180	360	52	depth	depth	NOUN
ctmj-180	360	53	predictions	prediction	NOUN
ctmj-180	360	54	.	.	PUNCT
ctmj-180	361	1	the	the	DET
ctmj-180	361	2	first	first	ADJ
ctmj-180	361	3	artificial	artificial	ADJ
ctmj-180	361	4	intelligence	intelligence	NOUN
ctmj-180	361	5	model	model	NOUN
ctmj-180	361	6	to	to	PART
ctmj-180	361	7	categorize	categorize	VERB
ctmj-180	361	8	microvessels	microvessel	NOUN
ctmj-180	361	9	of	of	ADP
ctmj-180	361	10	types	type	NOUN
ctmj-180	361	11	a	a	PRON
ctmj-180	361	12	,	,	PUNCT
ctmj-180	361	13	b1	b1	NOUN
ctmj-180	361	14	,	,	PUNCT
ctmj-180	361	15	and	and	CCONJ
ctmj-180	361	16	b2	b2	NOUN
ctmj-180	361	17	was	be	AUX
ctmj-180	361	18	published	publish	VERB
ctmj-180	361	19	by	by	ADP
ctmj-180	361	20	zhao	zhao	PROPN
ctmj-180	361	21	et	et	PROPN
ctmj-180	361	22	al	al	PROPN
ctmj-180	361	23	.	.	PUNCT
ctmj-180	362	1	[	[	X
ctmj-180	362	2	53	53	NUM
ctmj-180	362	3	]	]	PUNCT
ctmj-180	362	4	.	.	PUNCT
ctmj-180	362	5	built	build	VERB
ctmj-180	362	6	using	use	VERB
ctmj-180	362	7	a	a	DET
ctmj-180	362	8	double	double	ADJ
ctmj-180	362	9	-	-	PUNCT
ctmj-180	362	10	labeling	labeling	NOUN
ctmj-180	362	11	fcn	fcn	NOUN
ctmj-180	362	12	and	and	CCONJ
ctmj-180	362	13	trained	train	VERB
ctmj-180	362	14	on	on	ADP
ctmj-180	362	15	1350	1350	NUM
ctmj-180	362	16	me	me	PROPN
ctmj-180	362	17	-	-	PUNCT
ctmj-180	362	18	nbi	nbi	NOUN
ctmj-180	362	19	pictures	picture	NOUN
ctmj-180	362	20	,	,	PUNCT
ctmj-180	362	21	this	this	DET
ctmj-180	362	22	model	model	NOUN
ctmj-180	362	23	outperformed	outperform	VERB
ctmj-180	362	24	six	six	NUM
ctmj-180	362	25	mid	mid	ADJ
ctmj-180	362	26	-	-	NOUN
ctmj-180	362	27	level	level	NOUN
ctmj-180	362	28	and	and	CCONJ
ctmj-180	362	29	junior	junior	ADJ
ctmj-180	362	30	endoscopists	endoscopist	NOUN
ctmj-180	362	31	with	with	ADP
ctmj-180	362	32	sensitivity	sensitivity	NOUN
ctmj-180	362	33	levels	level	NOUN
ctmj-180	362	34	of	of	ADP
ctmj-180	362	35	71.5	71.5	NUM
ctmj-180	362	36	%	%	NOUN
ctmj-180	362	37	for	for	ADP
ctmj-180	362	38	type	type	NOUN
ctmj-180	362	39	a	a	DET
ctmj-180	362	40	microvessels	microvessel	NOUN
ctmj-180	362	41	,	,	PUNCT
ctmj-180	362	42	91.1	91.1	NUM
ctmj-180	362	43	%	%	NOUN
ctmj-180	362	44	for	for	ADP
ctmj-180	362	45	type	type	NOUN
ctmj-180	362	46	b1	b1	NOUN
ctmj-180	362	47	microvessels	microvessel	NOUN
ctmj-180	362	48	,	,	PUNCT
ctmj-180	362	49	and	and	CCONJ
ctmj-180	362	50	83.0	83.0	NUM
ctmj-180	362	51	%	%	NOUN
ctmj-180	362	52	for	for	ADP
ctmj-180	362	53	type	type	NOUN
ctmj-180	362	54	b2	b2	NOUN
ctmj-180	362	55	microvessels	microvessel	NOUN
ctmj-180	362	56	.	.	PUNCT
ctmj-180	363	1	an	an	DET
ctmj-180	363	2	artificial	artificial	ADJ
ctmj-180	363	3	intelligence	intelligence	NOUN
ctmj-180	363	4	model	model	NOUN
ctmj-180	363	5	for	for	ADP
ctmj-180	363	6	localizing	localize	VERB
ctmj-180	363	7	and	and	CCONJ
ctmj-180	363	8	recognizing	recognize	VERB
ctmj-180	363	9	type	type	NOUN
ctmj-180	363	10	b1	b1	NOUN
ctmj-180	363	11	and	and	CCONJ
ctmj-180	363	12	type	type	NOUN
ctmj-180	363	13	b2	b2	NOUN
ctmj-180	363	14	ipcls	ipcls	NOUN
ctmj-180	363	15	was	be	AUX
ctmj-180	363	16	trained	train	VERB
ctmj-180	363	17	and	and	CCONJ
ctmj-180	363	18	tested	test	VERB
ctmj-180	363	19	using	use	VERB
ctmj-180	363	20	2887	2887	NUM
ctmj-180	363	21	mebli	mebli	PROPN
ctmj-180	363	22	pictures	picture	NOUN
ctmj-180	363	23	and	and	CCONJ
ctmj-180	363	24	493	493	NUM
ctmj-180	363	25	me	me	NOUN
ctmj-180	363	26	-	-	PUNCT
ctmj-180	363	27	nbi	nbi	NOUN
ctmj-180	363	28	images	image	NOUN
ctmj-180	363	29	,	,	PUNCT
ctmj-180	363	30	as	as	SCONJ
ctmj-180	363	31	reported	report	VERB
ctmj-180	363	32	by	by	ADP
ctmj-180	363	33	wang	wang	PROPN
ctmj-180	363	34	et	et	PROPN
ctmj-180	363	35	al	al	PROPN
ctmj-180	363	36	.	.	PUNCT
ctmj-180	364	1	[	[	X
ctmj-180	364	2	54	54	NUM
ctmj-180	364	3	]	]	PUNCT
ctmj-180	364	4	.	.	PUNCT
ctmj-180	365	1	using	use	VERB
ctmj-180	365	2	me	i	PRON
ctmj-180	365	3	-	-	PUNCT
ctmj-180	365	4	nbi	nbi	NOUN
ctmj-180	365	5	,	,	PUNCT
ctmj-180	365	6	the	the	DET
ctmj-180	365	7	model	model	NOUN
ctmj-180	365	8	was	be	AUX
ctmj-180	365	9	able	able	ADJ
ctmj-180	365	10	to	to	PART
ctmj-180	365	11	accurately	accurately	ADV
ctmj-180	365	12	identify	identify	VERB
ctmj-180	365	13	type	type	NOUN
ctmj-180	365	14	b1	b1	NOUN
ctmj-180	365	15	ipcls	ipcls	NOUN
ctmj-180	365	16	with	with	ADP
ctmj-180	365	17	a	a	DET
ctmj-180	365	18	precision	precision	NOUN
ctmj-180	365	19	rate	rate	NOUN
ctmj-180	365	20	of	of	ADP
ctmj-180	365	21	70.74	70.74	NUM
ctmj-180	365	22	%	%	NOUN
ctmj-180	365	23	and	and	CCONJ
ctmj-180	365	24	type	type	NOUN
ctmj-180	365	25	b2	b2	NOUN
ctmj-180	365	26	ipcls	ipcls	NOUN
ctmj-180	365	27	with	with	ADP
ctmj-180	365	28	a	a	DET
ctmj-180	365	29	precision	precision	NOUN
ctmj-180	365	30	rate	rate	NOUN
ctmj-180	365	31	of	of	ADP
ctmj-180	365	32	57.18	57.18	NUM
ctmj-180	365	33	%	%	NOUN
ctmj-180	365	34	.	.	PUNCT
ctmj-180	366	1	when	when	SCONJ
ctmj-180	366	2	trying	try	VERB
ctmj-180	366	3	to	to	PART
ctmj-180	366	4	estimate	estimate	VERB
ctmj-180	366	5	how	how	SCONJ
ctmj-180	366	6	deep	deep	ADJ
ctmj-180	366	7	an	an	DET
ctmj-180	366	8	escc	escc	ADJ
ctmj-180	366	9	invasion	invasion	NOUN
ctmj-180	366	10	will	will	AUX
ctmj-180	366	11	be	be	AUX
ctmj-180	366	12	,	,	PUNCT
ctmj-180	366	13	type	type	NOUN
ctmj-180	366	14	b3	b3	NOUN
ctmj-180	366	15	microvessels	microvessel	NOUN
ctmj-180	366	16	are	be	AUX
ctmj-180	366	17	crucial	crucial	ADJ
ctmj-180	366	18	.	.	PUNCT
ctmj-180	367	1	using	use	VERB
ctmj-180	367	2	cropped	crop	VERB
ctmj-180	367	3	me	i	PRON
ctmj-180	367	4	-	-	PUNCT
ctmj-180	367	5	nbi	nbi	NOUN
ctmj-180	367	6	pictures	picture	NOUN
ctmj-180	367	7	,	,	PUNCT
ctmj-180	367	8	uema	uema	ADV
ctmj-180	367	9	et	et	NOUN
ctmj-180	367	10	al.[55	al.[55	PROPN
ctmj-180	367	11	]	]	PUNCT
ctmj-180	367	12	trained	train	VERB
ctmj-180	367	13	an	an	DET
ctmj-180	367	14	ai	ai	NOUN
ctmj-180	367	15	model	model	NOUN
ctmj-180	367	16	based	base	VERB
ctmj-180	367	17	on	on	ADP
ctmj-180	367	18	resnext-101	resnext-101	NOUN
ctmj-180	367	19	to	to	PART
ctmj-180	367	20	distinguish	distinguish	VERB
ctmj-180	367	21	between	between	ADP
ctmj-180	367	22	type	type	NOUN
ctmj-180	367	23	b1	b1	NOUN
ctmj-180	367	24	,	,	PUNCT
ctmj-180	367	25	type	type	NOUN
ctmj-180	367	26	b2	b2	NOUN
ctmj-180	367	27	,	,	PUNCT
ctmj-180	367	28	and	and	CCONJ
ctmj-180	367	29	type	type	NOUN
ctmj-180	367	30	b3	b3	NOUN
ctmj-180	367	31	microvessels	microvessel	NOUN
ctmj-180	367	32	.	.	PUNCT
ctmj-180	368	1	in	in	ADP
ctmj-180	368	2	under	under	ADP
ctmj-180	368	3	20.3	20.3	NUM
ctmj-180	368	4	seconds	second	NOUN
ctmj-180	368	5	,	,	PUNCT
ctmj-180	368	6	our	our	PRON
ctmj-180	368	7	model	model	NOUN
ctmj-180	368	8	was	be	AUX
ctmj-180	368	9	able	able	ADJ
ctmj-180	368	10	to	to	PART
ctmj-180	368	11	diagnose	diagnose	VERB
ctmj-180	368	12	all	all	DET
ctmj-180	368	13	747	747	NUM
ctmj-180	368	14	validation	validation	NOUN
ctmj-180	368	15	photos	photo	NOUN
ctmj-180	368	16	from	from	ADP
ctmj-180	368	17	a	a	DET
ctmj-180	368	18	training	training	NOUN
ctmj-180	368	19	dataset	dataset	NOUN
ctmj-180	368	20	of	of	ADP
ctmj-180	368	21	1,777	1,777	NUM
ctmj-180	368	22	images	image	NOUN
ctmj-180	368	23	.	.	PUNCT
ctmj-180	369	1	compared	compare	VERB
ctmj-180	369	2	to	to	ADP
ctmj-180	369	3	the	the	DET
ctmj-180	369	4	combined	combine	VERB
ctmj-180	369	5	performance	performance	NOUN
ctmj-180	369	6	of	of	ADP
ctmj-180	369	7	eight	eight	NUM
ctmj-180	369	8	endoscopists	endoscopist	NOUN
ctmj-180	369	9	,	,	PUNCT
ctmj-180	369	10	the	the	DET
ctmj-180	369	11	sensitivity	sensitivity	NOUN
ctmj-180	369	12	for	for	ADP
ctmj-180	369	13	identifying	identify	VERB
ctmj-180	369	14	type	type	NOUN
ctmj-180	369	15	b1	b1	NOUN
ctmj-180	369	16	,	,	PUNCT
ctmj-180	369	17	type	type	NOUN
ctmj-180	369	18	b2	b2	NOUN
ctmj-180	369	19	,	,	PUNCT
ctmj-180	369	20	and	and	CCONJ
ctmj-180	369	21	type	type	NOUN
ctmj-180	369	22	b3	b3	NOUN
ctmj-180	369	23	microvessels	microvessel	NOUN
ctmj-180	369	24	was	be	AUX
ctmj-180	369	25	96.4	96.4	NUM
ctmj-180	369	26	%	%	NOUN
ctmj-180	369	27	,	,	PUNCT
ctmj-180	369	28	66.8	66.8	NUM
ctmj-180	369	29	%	%	NOUN
ctmj-180	369	30	,	,	PUNCT
ctmj-180	369	31	and	and	CCONJ
ctmj-180	369	32	83.3	83.3	NUM
ctmj-180	369	33	%	%	NOUN
ctmj-180	369	34	,	,	PUNCT
ctmj-180	369	35	respectively	respectively	ADV
ctmj-180	369	36	.	.	PUNCT
ctmj-180	370	1	an	an	DET
ctmj-180	370	2	ai	ai	NOUN
ctmj-180	370	3	model	model	NOUN
ctmj-180	370	4	that	that	PRON
ctmj-180	370	5	can	can	AUX
ctmj-180	370	6	distinguish	distinguish	VERB
ctmj-180	370	7	between	between	ADP
ctmj-180	370	8	type	type	NOUN
ctmj-180	370	9	a	a	PRON
ctmj-180	370	10	,	,	PUNCT
ctmj-180	370	11	type	type	NOUN
ctmj-180	370	12	b1	b1	NOUN
ctmj-180	370	13	,	,	PUNCT
ctmj-180	370	14	type	type	NOUN
ctmj-180	370	15	b2	b2	NOUN
ctmj-180	370	16	,	,	PUNCT
ctmj-180	370	17	and	and	CCONJ
ctmj-180	370	18	type	type	NOUN
ctmj-180	370	19	b3	b3	NOUN
ctmj-180	370	20	microvessels	microvessel	NOUN
ctmj-180	370	21	was	be	AUX
ctmj-180	370	22	created	create	VERB
ctmj-180	370	23	by	by	ADP
ctmj-180	370	24	yuan	yuan	PROPN
ctmj-180	370	25	et	et	PROPN
ctmj-180	370	26	al	al	PROPN
ctmj-180	370	27	.	.	PUNCT
ctmj-180	371	1	[	[	X
ctmj-180	371	2	56	56	NUM
ctmj-180	371	3	]	]	PUNCT
ctmj-180	371	4	.	.	PUNCT
ctmj-180	372	1	using	use	VERB
ctmj-180	372	2	5505	5505	NUM
ctmj-180	372	3	me	me	PROPN
ctmj-180	372	4	-	-	PUNCT
ctmj-180	372	5	nbi	nbi	NOUN
ctmj-180	372	6	pictures	picture	NOUN
ctmj-180	372	7	for	for	ADP
ctmj-180	372	8	training	training	NOUN
ctmj-180	372	9	and	and	CCONJ
ctmj-180	372	10	1589	1589	NUM
ctmj-180	372	11	for	for	ADP
ctmj-180	372	12	testing	testing	NOUN
ctmj-180	372	13	,	,	PUNCT
ctmj-180	372	14	this	this	DET
ctmj-180	372	15	model	model	NOUN
ctmj-180	372	16	was	be	AUX
ctmj-180	372	17	able	able	ADJ
ctmj-180	372	18	to	to	PART
ctmj-180	372	19	obtain	obtain	VERB
ctmj-180	372	20	sensitivity	sensitivity	NOUN
ctmj-180	372	21	levels	level	NOUN
ctmj-180	372	22	of	of	ADP
ctmj-180	372	23	94.1	94.1	NUM
ctmj-180	372	24	%	%	NOUN
ctmj-180	372	25	for	for	ADP
ctmj-180	372	26	identifying	identify	VERB
ctmj-180	372	27	type	type	NOUN
ctmj-180	372	28	a	a	DET
ctmj-180	372	29	microvessels	microvessel	NOUN
ctmj-180	372	30	,	,	PUNCT
ctmj-180	372	31	91.6	91.6	NUM
ctmj-180	372	32	%	%	NOUN
ctmj-180	372	33	for	for	ADP
ctmj-180	372	34	type	type	NOUN
ctmj-180	372	35	b1	b1	NOUN
ctmj-180	372	36	microvessels	microvessel	NOUN
ctmj-180	372	37	,	,	PUNCT
ctmj-180	372	38	87.7	87.7	NUM
ctmj-180	372	39	%	%	NOUN
ctmj-180	372	40	for	for	ADP
ctmj-180	372	41	type	type	NOUN
ctmj-180	372	42	b2	b2	NOUN
ctmj-180	372	43	microvessels	microvessel	NOUN
ctmj-180	372	44	,	,	PUNCT
ctmj-180	372	45	and	and	CCONJ
ctmj-180	372	46	77.8	77.8	NUM
ctmj-180	372	47	%	%	NOUN
ctmj-180	372	48	for	for	ADP
ctmj-180	372	49	type	type	NOUN
ctmj-180	372	50	b3	b3	NOUN
ctmj-180	372	51	microvessels	microvessel	NOUN
ctmj-180	372	52	.	.	PUNCT
ctmj-180	373	1	most	most	ADV
ctmj-180	373	2	importantly	importantly	ADV
ctmj-180	373	3	,	,	PUNCT
ctmj-180	373	4	when	when	SCONJ
ctmj-180	373	5	it	it	PRON
ctmj-180	373	6	came	come	VERB
ctmj-180	373	7	to	to	ADP
ctmj-180	373	8	helping	helping	AUX
ctmj-180	373	9	identify	identify	VERB
ctmj-180	373	10	ipcl	ipcl	NOUN
ctmj-180	373	11	subtypes	subtype	NOUN
ctmj-180	373	12	,	,	PUNCT
ctmj-180	373	13	the	the	DET
ctmj-180	373	14	ai	ai	PROPN
ctmj-180	373	15	model	model	NOUN
ctmj-180	373	16	vastly	vastly	ADV
ctmj-180	373	17	enhanced	enhance	VERB
ctmj-180	373	18	the	the	DET
ctmj-180	373	19	diagnostic	diagnostic	ADJ
ctmj-180	373	20	capabilities	capability	NOUN
ctmj-180	373	21	of	of	ADP
ctmj-180	373	22	seven	seven	NUM
ctmj-180	373	23	rookie	rookie	NOUN
ctmj-180	373	24	endoscopists	endoscopist	NOUN
ctmj-180	373	25	.	.	PUNCT
ctmj-180	374	1	in	in	ADP
ctmj-180	374	2	order	order	NOUN
ctmj-180	374	3	to	to	PART
ctmj-180	374	4	help	help	VERB
ctmj-180	374	5	endoscopists	endoscopist	NOUN
ctmj-180	374	6	properly	properly	ADV
ctmj-180	374	7	estimate	estimate	VERB
ctmj-180	374	8	the	the	DET
ctmj-180	374	9	invasion	invasion	NOUN
ctmj-180	374	10	depth	depth	NOUN
ctmj-180	374	11	of	of	ADP
ctmj-180	374	12	escc	escc	NOUN
ctmj-180	374	13	,	,	PUNCT
ctmj-180	374	14	our	our	PRON
ctmj-180	374	15	results	result	NOUN
ctmj-180	374	16	highlight	highlight	VERB
ctmj-180	374	17	the	the	DET
ctmj-180	374	18	potential	potential	NOUN
ctmj-180	374	19	of	of	ADP
ctmj-180	374	20	ai	ai	PROPN
ctmj-180	374	21	models	model	NOUN
ctmj-180	374	22	to	to	PART
ctmj-180	374	23	discriminate	discriminate	VERB
ctmj-180	374	24	not	not	PART
ctmj-180	374	25	only	only	ADV
ctmj-180	374	26	kinds	kind	NOUN
ctmj-180	374	27	of	of	ADP
ctmj-180	374	28	ipcl	ipcl	NOUN
ctmj-180	374	29	but	but	CCONJ
ctmj-180	374	30	also	also	ADV
ctmj-180	374	31	subtypes	subtype	NOUN
ctmj-180	374	32	[	[	X
ctmj-180	374	33	table	table	NOUN
ctmj-180	374	34	3	3	NUM
ctmj-180	374	35	]	]	PUNCT
ctmj-180	374	36	.	.	PUNCT
ctmj-180	375	1	limitations	limitation	NOUN
ctmj-180	375	2	and	and	CCONJ
ctmj-180	375	3	future	future	ADJ
ctmj-180	375	4	perspectives	perspective	NOUN
ctmj-180	375	5	ai	ai	VERB
ctmj-180	375	6	models	model	NOUN
ctmj-180	375	7	have	have	AUX
ctmj-180	375	8	made	make	VERB
ctmj-180	375	9	significant	significant	ADJ
ctmj-180	375	10	strides	stride	NOUN
ctmj-180	375	11	in	in	ADP
ctmj-180	375	12	various	various	ADJ
ctmj-180	375	13	domains	domain	NOUN
ctmj-180	375	14	of	of	ADP
ctmj-180	375	15	escc	escc	ADJ
ctmj-180	375	16	and	and	CCONJ
ctmj-180	375	17	precancerous	precancerous	ADJ
ctmj-180	375	18	lesions	lesion	NOUN
ctmj-180	375	19	.	.	PUNCT
ctmj-180	376	1	notably	notably	ADV
ctmj-180	376	2	,	,	PUNCT
ctmj-180	376	3	their	their	PRON
ctmj-180	376	4	diagnostic	diagnostic	ADJ
ctmj-180	376	5	performance	performance	NOUN
ctmj-180	376	6	is	be	AUX
ctmj-180	376	7	on	on	ADP
ctmj-180	376	8	par	par	NOUN
ctmj-180	376	9	with	with	ADP
ctmj-180	376	10	that	that	PRON
ctmj-180	376	11	of	of	ADP
ctmj-180	376	12	experienced	experienced	ADJ
ctmj-180	376	13	endoscopists	endoscopist	NOUN
ctmj-180	376	14	.	.	PUNCT
ctmj-180	377	1	however	however	ADV
ctmj-180	377	2	,	,	PUNCT
ctmj-180	377	3	current	current	ADJ
ctmj-180	377	4	ai	ai	NOUN
ctmj-180	377	5	models	model	NOUN
ctmj-180	377	6	confront	confront	VERB
ctmj-180	377	7	limitations	limitation	NOUN
ctmj-180	377	8	and	and	CCONJ
ctmj-180	377	9	challenges	challenge	NOUN
ctmj-180	377	10	when	when	SCONJ
ctmj-180	377	11	it	it	PRON
ctmj-180	377	12	comes	come	VERB
ctmj-180	377	13	to	to	ADP
ctmj-180	377	14	42	42	NUM
ctmj-180	377	15	ref	ref	NOUN
ctmj-180	377	16	.	.	PUNCT
ctmj-180	378	1	year	year	NOUN
ctmj-180	378	2	aim	aim	VERB
ctmj-180	378	3	endoscopic	endoscopic	ADJ
ctmj-180	378	4	modality	modality	NOUN
ctmj-180	378	5	algorithm	algorithm	NOUN
ctmj-180	378	6	training	training	NOUN
ctmj-180	378	7	dataset	dataset	VERB
ctmj-180	378	8	validation	validation	NOUN
ctmj-180	378	9	/	/	SYM
ctmj-180	378	10	test	test	NOUN
ctmj-180	378	11	dataset	dataset	NOUN
ctmj-180	378	12	accuracy	accuracy	NOUN
ctmj-180	378	13	outcome	outcome	NOUN
ctmj-180	378	14	sensitivity	sensitivity	NOUN
ctmj-180	378	15	specificity	specificity	NOUN
ctmj-180	378	16	compared	compare	VERB
ctmj-180	378	17	to	to	ADP
ctmj-180	378	18	endoscopists	endoscopists	PROPN
ctmj-180	378	19	nakagawa	nakagawa	PROPN
ctmj-180	378	20	et	et	NOUN
ctmj-180	379	1	al[47	al[47	PROPN
ctmj-180	379	2	]	]	PUNCT
ctmj-180	379	3	2019	2019	NUM
ctmj-180	379	4	differentiation	differentiation	NOUN
ctmj-180	379	5	of	of	ADP
ctmj-180	379	6	ep	ep	PROPN
ctmj-180	379	7	-	-	PUNCT
ctmj-180	379	8	sm1	sm1	NOUN
ctmj-180	379	9	and	and	CCONJ
ctmj-180	379	10	sm2	sm2	NOUN
ctmj-180	379	11	-	-	PUNCT
ctmj-180	379	12	3	3	NUM
ctmj-180	379	13	lesions	lesion	NOUN
ctmj-180	379	14	wli	wli	NOUN
ctmj-180	379	15	,	,	PUNCT
ctmj-180	379	16	nbi	nbi	NOUN
ctmj-180	379	17	iodine	iodine	NOUN
ctmj-180	379	18	staining	stain	VERB
ctmj-180	379	19	,	,	PUNCT
ctmj-180	379	20	and	and	CCONJ
ctmj-180	379	21	me	i	PRON
ctmj-180	379	22	ssd	ssd	VERB
ctmj-180	379	23	14,338	14,338	NUM
ctmj-180	379	24	images	image	NOUN
ctmj-180	379	25	914	914	NUM
ctmj-180	379	26	images	image	NOUN
ctmj-180	379	27	91.00	91.00	NUM
ctmj-180	379	28	%	%	NOUN
ctmj-180	379	29	90.10	90.10	NUM
ctmj-180	379	30	%	%	NOUN
ctmj-180	379	31	95.80	95.80	NUM
ctmj-180	379	32	%	%	NOUN
ctmj-180	379	33	comparable	comparable	ADJ
ctmj-180	379	34	to	to	ADP
ctmj-180	379	35	experienced	experience	VERB
ctmj-180	379	36	endoscopists	endoscopist	NOUN
ctmj-180	379	37	everson	everson	PROPN
ctmj-180	379	38	et	et	PROPN
ctmj-180	379	39	al[51	al[51	PROPN
ctmj-180	379	40	]	]	X
ctmj-180	379	41	2019	2019	NUM
ctmj-180	379	42	classification	classification	NOUN
ctmj-180	379	43	of	of	ADP
ctmj-180	379	44	type	type	NOUN
ctmj-180	379	45	a	a	DET
ctmj-180	379	46	and	and	CCONJ
ctmj-180	379	47	type	type	NOUN
ctmj-180	379	48	b	b	PROPN
ctmj-180	379	49	microvessels	microvessel	NOUN
ctmj-180	379	50	me	i	PRON
ctmj-180	379	51	-	-	PUNCT
ctmj-180	379	52	nbi	nbi	ADJ
ctmj-180	379	53	cnn	cnn	PROPN
ctmj-180	379	54	7046	7046	NUM
ctmj-180	379	55	images	image	VERB
ctmj-180	379	56	93.70	93.70	NUM
ctmj-180	379	57	%	%	NOUN
ctmj-180	379	58	89.30	89.30	NUM
ctmj-180	379	59	%	%	NOUN
ctmj-180	379	60	98	98	NUM
ctmj-180	379	61	%	%	NOUN
ctmj-180	379	62	na	na	ADP
ctmj-180	379	63	zhao	zhao	PROPN
ctmj-180	379	64	et	et	NOUN
ctmj-180	379	65	al[53	al[53	PROPN
ctmj-180	379	66	]	]	X
ctmj-180	379	67	2019	2019	NUM
ctmj-180	379	68	classification	classification	NOUN
ctmj-180	379	69	of	of	ADP
ctmj-180	379	70	type	type	NOUN
ctmj-180	379	71	a	a	DET
ctmj-180	379	72	,	,	PUNCT
ctmj-180	379	73	type	type	NOUN
ctmj-180	379	74	b1	b1	NOUN
ctmj-180	379	75	,	,	PUNCT
ctmj-180	379	76	and	and	CCONJ
ctmj-180	379	77	type	type	NOUN
ctmj-180	379	78	b2	b2	NOUN
ctmj-180	379	79	microvessels	microvessel	NOUN
ctmj-180	379	80	me	i	PRON
ctmj-180	379	81	-	-	PUNCT
ctmj-180	379	82	nbi	nbi	NOUN
ctmj-180	379	83	fcn	fcn	PROPN
ctmj-180	379	84	1350	1350	NUM
ctmj-180	379	85	images	image	NOUN
ctmj-180	379	86	92.5	92.5	NUM
ctmj-180	379	87	%	%	NOUN
ctmj-180	379	88	(	(	PUNCT
ctmj-180	379	89	type	type	NOUN
ctmj-180	379	90	a	a	NOUN
ctmj-180	379	91	)	)	PUNCT
ctmj-180	379	92	,	,	PUNCT
ctmj-180	379	93	87.6	87.6	NUM
ctmj-180	379	94	%	%	NOUN
ctmj-180	379	95	(	(	PUNCT
ctmj-180	379	96	type	type	NOUN
ctmj-180	379	97	b1	b1	PROPN
ctmj-180	379	98	)	)	PUNCT
ctmj-180	379	99	,	,	PUNCT
ctmj-180	379	100	93.9	93.9	NUM
ctmj-180	379	101	%	%	NOUN
ctmj-180	379	102	(	(	PUNCT
ctmj-180	379	103	type	type	NOUN
ctmj-180	379	104	b2	b2	NOUN
ctmj-180	379	105	)	)	PUNCT
ctmj-180	379	106	71.5	71.5	NUM
ctmj-180	379	107	%	%	NOUN
ctmj-180	379	108	(	(	PUNCT
ctmj-180	379	109	type	type	NOUN
ctmj-180	379	110	a	a	NOUN
ctmj-180	379	111	)	)	PUNCT
ctmj-180	379	112	,	,	PUNCT
ctmj-180	379	113	91.1	91.1	NUM
ctmj-180	379	114	%	%	NOUN
ctmj-180	379	115	(	(	PUNCT
ctmj-180	379	116	type	type	NOUN
ctmj-180	379	117	b1	b1	PROPN
ctmj-180	379	118	)	)	PUNCT
ctmj-180	379	119	,	,	PUNCT
ctmj-180	379	120	83.0	83.0	NUM
ctmj-180	379	121	%	%	NOUN
ctmj-180	379	122	(	(	PUNCT
ctmj-180	379	123	type	type	NOUN
ctmj-180	379	124	b2	b2	NOUN
ctmj-180	379	125	)	)	PUNCT
ctmj-180	379	126	96.3	96.3	NUM
ctmj-180	379	127	%	%	NOUN
ctmj-180	379	128	(	(	PUNCT
ctmj-180	379	129	type	type	NOUN
ctmj-180	379	130	a	a	NOUN
ctmj-180	379	131	)	)	PUNCT
ctmj-180	379	132	,	,	PUNCT
ctmj-180	379	133	79.1	79.1	NUM
ctmj-180	379	134	%	%	NOUN
ctmj-180	379	135	(	(	PUNCT
ctmj-180	379	136	type	type	NOUN
ctmj-180	379	137	b1	b1	PROPN
ctmj-180	379	138	)	)	PUNCT
ctmj-180	379	139	,	,	PUNCT
ctmj-180	379	140	95.7	95.7	NUM
ctmj-180	379	141	%	%	NOUN
ctmj-180	379	142	(	(	PUNCT
ctmj-180	379	143	type	type	NOUN
ctmj-180	379	144	b2	b2	NOUN
ctmj-180	379	145	)	)	PUNCT
ctmj-180	379	146	superior	superior	ADJ
ctmj-180	379	147	to	to	ADP
ctmj-180	379	148	endoscopists	endoscopist	NOUN
ctmj-180	379	149	tokai	tokai	PROPN
ctmj-180	379	150	et	et	PROPN
ctmj-180	380	1	al[46	al[46	PROPN
ctmj-180	380	2	]	]	PUNCT
ctmj-180	380	3	2020	2020	NUM
ctmj-180	380	4	differentiation	differentiation	NOUN
ctmj-180	380	5	of	of	ADP
ctmj-180	380	6	ep	ep	PROPN
ctmj-180	380	7	-	-	PUNCT
ctmj-180	380	8	sm1	sm1	NOUN
ctmj-180	380	9	and	and	CCONJ
ctmj-180	380	10	sm2	sm2	NOUN
ctmj-180	380	11	-	-	PUNCT
ctmj-180	380	12	3	3	NUM
ctmj-180	380	13	lesions	lesion	NOUN
ctmj-180	380	14	wli	wli	NOUN
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ctmj-180	380	16	nbi	nbi	PROPN
ctmj-180	380	17	googlenet	googlenet	PROPN
ctmj-180	380	18	1752	1752	NUM
ctmj-180	380	19	images	image	VERB
ctmj-180	380	20	291	291	NUM
ctmj-180	380	21	images	image	NOUN
ctmj-180	380	22	80.90	80.90	NUM
ctmj-180	380	23	%	%	NOUN
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ctmj-180	380	25	%	%	NOUN
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ctmj-180	380	27	%	%	NOUN
ctmj-180	380	28	superior	superior	ADJ
ctmj-180	380	29	to	to	ADP
ctmj-180	380	30	endoscopists	endoscopist	NOUN
ctmj-180	380	31	shimamoto	shimamoto	PROPN
ctmj-180	380	32	et	et	NOUN
ctmj-180	380	33	al[48	al[48	PROPN
ctmj-180	380	34	]	]	PUNCT
ctmj-180	380	35	2020	2020	NUM
ctmj-180	380	36	estimation	estimation	NOUN
ctmj-180	380	37	of	of	ADP
ctmj-180	380	38	invasion	invasion	NOUN
ctmj-180	380	39	wli	wli	PROPN
ctmj-180	380	40	,	,	PUNCT
ctmj-180	380	41	nbi	nbi	NOUN
ctmj-180	380	42	,	,	PUNCT
ctmj-180	380	43	and	and	CCONJ
ctmj-180	380	44	ssd	ssd	VERB
ctmj-180	380	45	23,977	23,977	NUM
ctmj-180	380	46	images	image	NOUN
ctmj-180	380	47	102	102	NUM
ctmj-180	380	48	videos	video	NOUN
ctmj-180	380	49	87	87	NUM
ctmj-180	380	50	%	%	NOUN
ctmj-180	380	51	(	(	PUNCT
ctmj-180	380	52	non	non	NOUN
ctmj-180	380	53	-	-	NOUN
ctmj-180	380	54	me	i	PRON
ctmj-180	380	55	)	)	PUNCT
ctmj-180	380	56	,	,	PUNCT
ctmj-180	380	57	50	50	NUM
ctmj-180	380	58	%	%	NOUN
ctmj-180	380	59	(	(	PUNCT
ctmj-180	380	60	non	non	NOUN
ctmj-180	380	61	-	-	NOUN
ctmj-180	380	62	me	i	PRON
ctmj-180	380	63	)	)	PUNCT
ctmj-180	380	64	,	,	PUNCT
ctmj-180	380	65	99	99	NUM
ctmj-180	380	66	%	%	NOUN
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ctmj-180	380	68	non	non	NOUN
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ctmj-180	380	70	me	i	PRON
ctmj-180	380	71	)	)	PUNCT
ctmj-180	380	72	,	,	PUNCT
ctmj-180	380	73	superior	superior	ADJ
ctmj-180	380	74	to	to	ADP
ctmj-180	380	75	depth	depth	NOUN
ctmj-180	380	76	bli	bli	NOUN
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ctmj-180	380	78	%	%	NOUN
ctmj-180	380	79	(	(	PUNCT
ctmj-180	380	80	me	i	PRON
ctmj-180	380	81	)	)	PUNCT
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ctmj-180	380	84	(	(	PUNCT
ctmj-180	380	85	me	i	PRON
ctmj-180	380	86	)	)	PUNCT
ctmj-180	380	87	95	95	NUM
ctmj-180	380	88	%	%	NOUN
ctmj-180	380	89	(	(	PUNCT
ctmj-180	380	90	me	i	PRON
ctmj-180	380	91	)	)	PUNCT
ctmj-180	380	92	endoscopists	endoscopist	VERB
ctmj-180	380	93	wang	wang	PROPN
ctmj-180	380	94	et	et	PROPN
ctmj-180	380	95	al[45	al[45	PROPN
ctmj-180	380	96	]	]	PUNCT
ctmj-180	380	97	2021	2021	NUM
ctmj-180	380	98	differentiation	differentiation	NOUN
ctmj-180	380	99	of	of	ADP
ctmj-180	380	100	wli	wli	PROPN
ctmj-180	380	101	and	and	CCONJ
ctmj-180	380	102	bli	bli	PROPN
ctmj-180	380	103	ssd	ssd	PROPN
ctmj-180	380	104	936	936	NUM
ctmj-180	380	105	images	image	NOUN
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ctmj-180	380	107	images	image	NOUN
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ctmj-180	380	109	%	%	NOUN
ctmj-180	380	110	(	(	PUNCT
ctmj-180	380	111	detection	detection	NOUN
ctmj-180	380	112	)	)	PUNCT
ctmj-180	380	113	,	,	PUNCT
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ctmj-180	380	115	%	%	NOUN
ctmj-180	380	116	(	(	PUNCT
ctmj-180	380	117	detection	detection	NOUN
ctmj-180	380	118	)	)	PUNCT
ctmj-180	380	119	,	,	PUNCT
ctmj-180	380	120	70.40	70.40	NUM
ctmj-180	380	121	%	%	NOUN
ctmj-180	380	122	na	na	ADP
ctmj-180	380	123	squamous	squamous	ADJ
ctmj-180	380	124	low	low	ADJ
ctmj-180	380	125	-	-	PUNCT
ctmj-180	380	126	grade	grade	NOUN
ctmj-180	380	127	dysplasia	dysplasia	NOUN
ctmj-180	380	128	,	,	PUNCT
ctmj-180	380	129	squamous	squamous	ADJ
ctmj-180	380	130	high	high	ADJ
ctmj-180	380	131	-	-	PUNCT
ctmj-180	380	132	grade	grade	NOUN
ctmj-180	380	133	dysplasia	dysplasia	NOUN
ctmj-180	380	134	,	,	PUNCT
ctmj-180	380	135	and	and	CCONJ
ctmj-180	380	136	squamous	squamous	ADJ
ctmj-180	380	137	cell	cell	NOUN
ctmj-180	380	138	carcinoma	carcinoma	NOUN
ctmj-180	380	139	92	92	NUM
ctmj-180	380	140	%	%	NOUN
ctmj-180	380	141	(	(	PUNCT
ctmj-180	380	142	differentiation	differentiation	NOUN
ctmj-180	380	143	)	)	PUNCT
ctmj-180	380	144	98.9	98.9	NUM
ctmj-180	380	145	%	%	NOUN
ctmj-180	380	146	(	(	PUNCT
ctmj-180	380	147	differentiation	differentiation	NOUN
ctmj-180	380	148	)	)	PUNCT
ctmj-180	380	149	everson	everson	PROPN
ctmj-180	380	150	et	et	NOUN
ctmj-180	380	151	al[52	al[52	PROPN
ctmj-180	380	152	]	]	PUNCT
ctmj-180	380	153	2021	2021	NUM
ctmj-180	380	154	classification	classification	NOUN
ctmj-180	380	155	of	of	ADP
ctmj-180	380	156	type	type	NOUN
ctmj-180	380	157	a	a	DET
ctmj-180	380	158	and	and	CCONJ
ctmj-180	380	159	type	type	NOUN
ctmj-180	380	160	b	b	PROPN
ctmj-180	380	161	microvessels	microvessel	NOUN
ctmj-180	380	162	me	i	PRON
ctmj-180	380	163	-	-	PUNCT
ctmj-180	380	164	nbi	nbi	NOUN
ctmj-180	380	165	resnet-18	resnet-18	PROPN
ctmj-180	381	1	67,742	67,742	NUM
ctmj-180	381	2	images	image	NOUN
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ctmj-180	381	4	%	%	NOUN
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ctmj-180	381	6	%	%	NOUN
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ctmj-180	381	8	%	%	NOUN
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ctmj-180	381	10	to	to	ADP
ctmj-180	381	11	experts	expert	NOUN
ctmj-180	381	12	uema	uema	ADV
ctmj-180	381	13	et	et	NOUN
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ctmj-180	381	15	]	]	PUNCT
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ctmj-180	381	29	me	i	PRON
ctmj-180	381	30	-	-	PUNCT
ctmj-180	381	31	nbi	nbi	NOUN
ctmj-180	381	32	resnext-101	resnext-101	ADJ
ctmj-180	381	33	1777	1777	NUM
ctmj-180	381	34	images	image	NOUN
ctmj-180	381	35	747	747	NUM
ctmj-180	381	36	images	image	NOUN
ctmj-180	381	37	88.6	88.6	NUM
ctmj-180	381	38	%	%	NOUN
ctmj-180	381	39	(	(	PUNCT
ctmj-180	381	40	type	type	NOUN
ctmj-180	381	41	b1	b1	PROPN
ctmj-180	381	42	)	)	PUNCT
ctmj-180	381	43	,	,	PUNCT
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ctmj-180	381	46	(	(	PUNCT
ctmj-180	381	47	type	type	NOUN
ctmj-180	381	48	b2	b2	NOUN
ctmj-180	381	49	)	)	PUNCT
ctmj-180	381	50	,	,	PUNCT
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ctmj-180	381	53	(	(	PUNCT
ctmj-180	381	54	type	type	NOUN
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ctmj-180	381	56	)	)	PUNCT
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ctmj-180	381	60	type	type	NOUN
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ctmj-180	381	62	)	)	PUNCT
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ctmj-180	381	65	%	%	NOUN
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ctmj-180	381	67	type	type	NOUN
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ctmj-180	381	69	)	)	PUNCT
ctmj-180	381	70	,	,	PUNCT
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ctmj-180	381	76	)	)	PUNCT
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ctmj-180	381	80	type	type	NOUN
ctmj-180	381	81	b1	b1	PROPN
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ctmj-180	381	83	,	,	PUNCT
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ctmj-180	381	87	type	type	NOUN
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ctmj-180	381	89	)	)	PUNCT
ctmj-180	381	90	,	,	PUNCT
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ctmj-180	381	94	type	type	NOUN
ctmj-180	381	95	b3	b3	PROPN
ctmj-180	381	96	)	)	PUNCT
ctmj-180	381	97	superior	superior	ADJ
ctmj-180	381	98	to	to	ADP
ctmj-180	381	99	endoscopists	endoscopist	NOUN
ctmj-180	381	100	yuan	yuan	PROPN
ctmj-180	381	101	et	et	PROPN
ctmj-180	381	102	al[56	al[56	PROPN
ctmj-180	381	103	]	]	PUNCT
ctmj-180	381	104	2022	2022	NUM
ctmj-180	381	105	classification	classification	NOUN
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ctmj-180	381	110	type	type	NOUN
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ctmj-180	381	123	hrnet	hrnet	NOUN
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ctmj-180	381	126	5505	5505	NUM
ctmj-180	381	127	images	image	NOUN
ctmj-180	381	128	1589	1589	NUM
ctmj-180	381	129	images	image	NOUN
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ctmj-180	381	132	(	(	PUNCT
ctmj-180	381	133	type	type	NOUN
ctmj-180	381	134	a	a	NOUN
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ctmj-180	381	140	type	type	NOUN
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ctmj-180	381	143	,	,	PUNCT
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ctmj-180	381	147	type	type	NOUN
ctmj-180	381	148	b2	b2	NOUN
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ctmj-180	381	150	,	,	PUNCT
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ctmj-180	381	153	(	(	PUNCT
ctmj-180	381	154	type	type	NOUN
ctmj-180	381	155	b3	b3	PROPN
ctmj-180	381	156	)	)	PUNCT
ctmj-180	381	157	94.1	94.1	NUM
ctmj-180	381	158	%	%	NOUN
ctmj-180	381	159	(	(	PUNCT
ctmj-180	381	160	type	type	NOUN
ctmj-180	381	161	a	a	NOUN
ctmj-180	381	162	)	)	PUNCT
ctmj-180	381	163	,	,	PUNCT
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ctmj-180	381	167	type	type	NOUN
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ctmj-180	381	170	,	,	PUNCT
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ctmj-180	381	174	type	type	NOUN
ctmj-180	381	175	b2	b2	NOUN
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ctmj-180	381	183	)	)	PUNCT
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ctmj-180	381	211	superior	superior	ADJ
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ctmj-180	381	213	endoscopists	endoscopist	NOUN
ctmj-180	381	214	zhang	zhang	PROPN
ctmj-180	381	215	et	et	PROPN
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ctmj-180	381	217	]	]	PUNCT
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ctmj-180	381	227	models	model	NOUN
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ctmj-180	381	229	images	image	VERB
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ctmj-180	381	231	images	image	NOUN
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ctmj-180	381	236	%	%	NOUN
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ctmj-180	381	238	%	%	NOUN
ctmj-180	381	239	(	(	PUNCT
ctmj-180	381	240	image	image	NOUN
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ctmj-180	381	243	lesions	lesion	NOUN
ctmj-180	381	244	33	33	NUM
ctmj-180	381	245	videos	video	NOUN
ctmj-180	381	246	(	(	PUNCT
ctmj-180	381	247	image	image	NOUN
ctmj-180	381	248	validation	validation	NOUN
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ctmj-180	381	250	,	,	PUNCT
ctmj-180	381	251	(	(	PUNCT
ctmj-180	381	252	image	image	NOUN
ctmj-180	381	253	validation	validation	NOUN
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ctmj-180	381	255	,	,	PUNCT
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ctmj-180	381	258	,	,	PUNCT
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ctmj-180	381	261	%	%	NOUN
ctmj-180	381	262	(	(	PUNCT
ctmj-180	381	263	video	video	NOUN
ctmj-180	381	264	validation	validation	NOUN
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ctmj-180	381	266	87.5	87.5	NUM
ctmj-180	381	267	%	%	NOUN
ctmj-180	381	268	(	(	PUNCT
ctmj-180	381	269	video	video	NOUN
ctmj-180	381	270	validation	validation	NOUN
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ctmj-180	381	272	84	84	NUM
ctmj-180	381	273	%	%	NOUN
ctmj-180	381	274	(	(	PUNCT
ctmj-180	381	275	video	video	NOUN
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ctmj-180	381	278	wang	wang	PROPN
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ctmj-180	381	280	al[54	al[54	PROPN
ctmj-180	381	281	]	]	PUNCT
ctmj-180	381	282	2023	2023	NUM
ctmj-180	381	283	localization	localization	NOUN
ctmj-180	381	284	and	and	CCONJ
ctmj-180	381	285	identi	identi	ADJ
ctmj-180	381	286	fication	fication	NOUN
ctmj-180	381	287	of	of	ADP
ctmj-180	381	288	type	type	NOUN
ctmj-180	381	289	b1	b1	NOUN
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ctmj-180	381	291	type	type	NOUN
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ctmj-180	381	293	ipcls	ipcls	NOUN
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ctmj-180	381	298	me	me	PROPN
ctmj-180	381	299	-	-	PUNCT
ctmj-180	381	300	bli	bli	PROPN
ctmj-180	381	301	psa	psa	PROPN
ctmj-180	381	302	-	-	PUNCT
ctmj-180	381	303	hrnetv2p	hrnetv2p	NOUN
ctmj-180	381	304	3380	3380	NUM
ctmj-180	381	305	images	image	NOUN
ctmj-180	381	306	precision	precision	NOUN
ctmj-180	381	307	:	:	PUNCT
ctmj-180	381	308	70.74	70.74	NUM
ctmj-180	381	309	%	%	NOUN
ctmj-180	381	310	(	(	PUNCT
ctmj-180	381	311	type	type	NOUN
ctmj-180	381	312	b1	b1	PROPN
ctmj-180	381	313	)	)	PUNCT
ctmj-180	381	314	,	,	PUNCT
ctmj-180	381	315	57.18	57.18	NUM
ctmj-180	381	316	%	%	NOUN
ctmj-180	381	317	(	(	PUNCT
ctmj-180	381	318	type	type	NOUN
ctmj-180	381	319	b2	b2	NOUN
ctmj-180	381	320	)	)	PUNCT
ctmj-180	381	321	na	na	PART
ctmj-180	381	322	bli	bli	PROPN
ctmj-180	381	323	:	:	PUNCT
ctmj-180	381	324	blue	blue	ADJ
ctmj-180	381	325	laser	laser	NOUN
ctmj-180	381	326	imaging	imaging	NOUN
ctmj-180	381	327	;	;	PUNCT
ctmj-180	381	328	cnn	cnn	PROPN
ctmj-180	381	329	:	:	PUNCT
ctmj-180	381	330	convolutional	convolutional	ADJ
ctmj-180	381	331	neural	neural	ADJ
ctmj-180	381	332	network	network	NOUN
ctmj-180	381	333	;	;	PUNCT
ctmj-180	381	334	ep	ep	PROPN
ctmj-180	381	335	:	:	PUNCT
ctmj-180	381	336	intraepithelial	intraepithelial	ADJ
ctmj-180	381	337	;	;	PUNCT
ctmj-180	381	338	escc	escc	ADJ
ctmj-180	381	339	:	:	PUNCT
ctmj-180	381	340	esophageal	esophageal	ADJ
ctmj-180	381	341	squamous	squamous	ADJ
ctmj-180	381	342	cell	cell	NOUN
ctmj-180	381	343	carcinoma	carcinoma	NOUN
ctmj-180	381	344	;	;	PUNCT
ctmj-180	381	345	fcn	fcn	NOUN
ctmj-180	381	346	:	:	PUNCT
ctmj-180	381	347	fully	fully	ADV
ctmj-180	381	348	convolutional	convolutional	ADJ
ctmj-180	381	349	network	network	NOUN
ctmj-180	381	350	;	;	PUNCT
ctmj-180	381	351	ipcl	ipcl	NOUN
ctmj-180	381	352	:	:	PUNCT
ctmj-180	381	353	intrapapillary	intrapapillary	ADJ
ctmj-180	381	354	capillary	capillary	ADJ
ctmj-180	381	355	loop	loop	NOUN
ctmj-180	381	356	;	;	PUNCT
ctmj-180	381	357	me	i	PRON
ctmj-180	381	358	:	:	PUNCT
ctmj-180	381	359	magnifying	magnify	VERB
ctmj-180	381	360	endoscopy	endoscopy	NOUN
ctmj-180	381	361	;	;	PUNCT
ctmj-180	381	362	na	na	NOUN
ctmj-180	381	363	:	:	PUNCT
ctmj-180	381	364	not	not	PART
ctmj-180	381	365	available	available	ADJ
ctmj-180	381	366	;	;	PUNCT
ctmj-180	381	367	nbi	nbi	NOUN
ctmj-180	381	368	:	:	PUNCT
ctmj-180	381	369	narrow	narrow	ADJ
ctmj-180	381	370	band	band	NOUN
ctmj-180	381	371	imaging	imaging	NOUN
ctmj-180	381	372	;	;	PUNCT
ctmj-180	381	373	ref	ref	NOUN
ctmj-180	381	374	:	:	PUNCT
ctmj-180	381	375	reference	reference	NOUN
ctmj-180	381	376	;	;	PUNCT
ctmj-180	381	377	sm1	sm1	NOUN
ctmj-180	381	378	:	:	PUNCT
ctmj-180	381	379	superficial	superficial	ADJ
ctmj-180	381	380	submucosa	submucosa	NOUN
ctmj-180	381	381	cancer	cancer	NOUN
ctmj-180	381	382	;	;	PUNCT
ctmj-180	381	383	sm2	sm2	NOUN
ctmj-180	381	384	-	-	PUNCT
ctmj-180	381	385	3	3	NUM
ctmj-180	381	386	:	:	PUNCT
ctmj-180	381	387	lesions	lesion	NOUN
ctmj-180	381	388	invading	invade	VERB
ctmj-180	381	389	the	the	DET
ctmj-180	381	390	submucosa	submucosa	NOUN
ctmj-180	381	391	at	at	ADP
ctmj-180	381	392	a	a	DET
ctmj-180	381	393	depth	depth	NOUN
ctmj-180	381	394	of	of	ADP
ctmj-180	381	395	200	200	NUM
ctmj-180	381	396	mm	mm	NOUN
ctmj-180	381	397	or	or	CCONJ
ctmj-180	381	398	deeper	deep	ADJ
ctmj-180	381	399	;	;	PUNCT
ctmj-180	381	400	ssd	ssd	ADJ
ctmj-180	381	401	:	:	PUNCT
ctmj-180	381	402	single	single	ADJ
ctmj-180	381	403	shot	shot	PROPN
ctmj-180	381	404	multibox	multibox	NOUN
ctmj-180	381	405	detector	detector	NOUN
ctmj-180	381	406	;	;	PUNCT
ctmj-180	381	407	wli	wli	NOUN
ctmj-180	381	408	:	:	PUNCT
ctmj-180	381	409	white	white	ADJ
ctmj-180	381	410	light	light	PROPN
ctmj-180	381	411	imaging	imaging	NOUN
ctmj-180	381	412	;	;	PUNCT
ctmj-180	381	413	hrnet	hrnet	NOUN
ctmj-180	381	414	:	:	PUNCT
ctmj-180	381	415	high	high	ADJ
ctmj-180	381	416	-	-	PUNCT
ctmj-180	381	417	resolution	resolution	NOUN
ctmj-180	381	418	network	network	NOUN
ctmj-180	381	419	;	;	PUNCT
ctmj-180	381	420	ocr	ocr	NOUN
ctmj-180	381	421	:	:	PUNCT
ctmj-180	381	422	object	object	VERB
ctmj-180	381	423	contextual	contextual	ADJ
ctmj-180	381	424	representation	representation	NOUN
ctmj-180	381	425	;	;	PUNCT
ctmj-180	381	426	psa	psa	NOUN
ctmj-180	381	427	-	-	PUNCT
ctmj-180	381	428	hrnetv2p	hrnetv2p	NOUN
ctmj-180	381	429	:	:	PUNCT
ctmj-180	381	430	polarized	polarize	VERB
ctmj-180	381	431	self	self	NOUN
ctmj-180	381	432	-	-	PUNCT
ctmj-180	381	433	attention	attention	NOUN
ctmj-180	381	434	hrnetv2p	hrnetv2p	NOUN
ctmj-180	381	435	.	.	PUNCT
ctmj-180	382	1	1	1	NUM
ctmj-180	382	2	3	3	NUM
ctmj-180	382	3	9	9	NUM
ctmj-180	382	4	5	5	NUM
ctmj-180	382	5	ctmj	ctmj	NOUN
ctmj-180	382	6	|	|	ADV
ctmj-180	382	7	traditionalmedicinejournals.com	traditionalmedicinejournals.com	X
ctmj-180	382	8	chinese	chinese	ADJ
ctmj-180	382	9	traditional	traditional	ADJ
ctmj-180	382	10	medicine	medicine	NOUN
ctmj-180	382	11	journal	journal	NOUN
ctmj-180	382	12	|	|	ADV
ctmj-180	382	13	2025	2025	NUM
ctmj-180	382	14	|	|	ADV
ctmj-180	382	15	vol	vol	NOUN
ctmj-180	382	16	8	8	NUM
ctmj-180	382	17	|issue	|issue	NOUN
ctmj-180	382	18	3	3	NUM
ctmj-180	382	19	43	43	NUM
ctmj-180	382	20	clinical	clinical	ADJ
ctmj-180	382	21	application	application	NOUN
ctmj-180	382	22	.	.	PUNCT
ctmj-180	383	1	first	first	ADV
ctmj-180	383	2	,	,	PUNCT
ctmj-180	383	3	there	there	PRON
ctmj-180	383	4	is	be	VERB
ctmj-180	383	5	a	a	DET
ctmj-180	383	6	paucity	paucity	NOUN
ctmj-180	383	7	of	of	ADP
ctmj-180	383	8	real	real	ADJ
ctmj-180	383	9	-	-	PUNCT
ctmj-180	383	10	world	world	NOUN
ctmj-180	383	11	scenario	scenario	NOUN
ctmj-180	383	12	representations	representation	NOUN
ctmj-180	383	13	in	in	ADP
ctmj-180	383	14	the	the	DET
ctmj-180	383	15	endoscopic	endoscopic	ADJ
ctmj-180	383	16	data	datum	NOUN
ctmj-180	383	17	used	use	VERB
ctmj-180	383	18	to	to	PART
ctmj-180	383	19	build	build	VERB
ctmj-180	383	20	ai	ai	PROPN
ctmj-180	383	21	models	model	NOUN
ctmj-180	383	22	,	,	PUNCT
ctmj-180	383	23	which	which	PRON
ctmj-180	383	24	leads	lead	VERB
ctmj-180	383	25	to	to	ADP
ctmj-180	383	26	overfitting	overfitte	VERB
ctmj-180	383	27	and	and	CCONJ
ctmj-180	383	28	reduces	reduce	VERB
ctmj-180	383	29	their	their	PRON
ctmj-180	383	30	therapeutic	therapeutic	ADJ
ctmj-180	383	31	value	value	NOUN
ctmj-180	383	32	.	.	PUNCT
ctmj-180	384	1	at	at	ADP
ctmj-180	384	2	the	the	DET
ctmj-180	384	3	moment	moment	NOUN
ctmj-180	384	4	,	,	PUNCT
ctmj-180	384	5	the	the	DET
ctmj-180	384	6	majority	majority	NOUN
ctmj-180	384	7	of	of	ADP
ctmj-180	384	8	ai	ai	PROPN
ctmj-180	384	9	models	model	NOUN
ctmj-180	384	10	are	be	AUX
ctmj-180	384	11	educated	educate	VERB
ctmj-180	384	12	using	use	VERB
ctmj-180	384	13	high	high	ADJ
ctmj-180	384	14	-	-	PUNCT
ctmj-180	384	15	quality	quality	NOUN
ctmj-180	384	16	,	,	PUNCT
ctmj-180	384	17	onetime	onetime	ADJ
ctmj-180	384	18	datasets	dataset	NOUN
ctmj-180	384	19	that	that	PRON
ctmj-180	384	20	only	only	ADV
ctmj-180	384	21	include	include	VERB
ctmj-180	384	22	photographs	photograph	NOUN
ctmj-180	384	23	and	and	CCONJ
ctmj-180	384	24	videos	video	NOUN
ctmj-180	384	25	from	from	ADP
ctmj-180	384	26	a	a	DET
ctmj-180	384	27	single	single	ADJ
ctmj-180	384	28	location	location	NOUN
ctmj-180	384	29	.	.	PUNCT
ctmj-180	385	1	the	the	DET
ctmj-180	385	2	given	give	VERB
ctmj-180	385	3	references	reference	NOUN
ctmj-180	385	4	are	be	AUX
ctmj-180	385	5	[	[	X
ctmj-180	385	6	14,17,20,22,28	14,17,20,22,28	NOUN
ctmj-180	385	7	]	]	X
ctmj-180	385	8	.	.	PUNCT
ctmj-180	386	1	images	image	NOUN
ctmj-180	386	2	of	of	ADP
ctmj-180	386	3	low	low	ADJ
ctmj-180	386	4	quality	quality	NOUN
ctmj-180	386	5	,	,	PUNCT
ctmj-180	386	6	abnormal	abnormal	ADJ
ctmj-180	386	7	lesions	lesion	NOUN
ctmj-180	386	8	,	,	PUNCT
ctmj-180	386	9	and	and	CCONJ
ctmj-180	386	10	the	the	DET
ctmj-180	386	11	complex	complex	ADJ
ctmj-180	386	12	environmental	environmental	ADJ
ctmj-180	386	13	details	detail	NOUN
ctmj-180	386	14	seen	see	VERB
ctmj-180	386	15	in	in	ADP
ctmj-180	386	16	the	the	DET
ctmj-180	386	17	actual	actual	ADJ
ctmj-180	386	18	world	world	NOUN
ctmj-180	386	19	are	be	AUX
ctmj-180	386	20	not	not	PART
ctmj-180	386	21	represented	represent	VERB
ctmj-180	386	22	in	in	ADP
ctmj-180	386	23	these	these	DET
ctmj-180	386	24	databases	database	NOUN
ctmj-180	386	25	.	.	PUNCT
ctmj-180	387	1	in	in	ADP
ctmj-180	387	2	addition	addition	NOUN
ctmj-180	387	3	,	,	PUNCT
ctmj-180	387	4	most	most	ADJ
ctmj-180	387	5	of	of	ADP
ctmj-180	387	6	the	the	DET
ctmj-180	387	7	current	current	ADJ
ctmj-180	387	8	datasets	dataset	NOUN
ctmj-180	387	9	only	only	ADV
ctmj-180	387	10	include	include	VERB
ctmj-180	387	11	endoscopic	endoscopic	ADJ
ctmj-180	387	12	pictures	picture	NOUN
ctmj-180	387	13	of	of	ADP
ctmj-180	387	14	non	non	ADJ
ctmj-180	387	15	-	-	ADJ
ctmj-180	387	16	cancerous	cancerous	ADJ
ctmj-180	387	17	lesions	lesion	NOUN
ctmj-180	387	18	or	or	CCONJ
ctmj-180	387	19	early	early	ADJ
ctmj-180	387	20	-	-	PUNCT
ctmj-180	387	21	stage	stage	NOUN
ctmj-180	387	22	esophageal	esophageal	ADJ
ctmj-180	387	23	squamous	squamous	ADJ
ctmj-180	387	24	cell	cell	NOUN
ctmj-180	387	25	carcinoma	carcinoma	NOUN
ctmj-180	387	26	(	(	PUNCT
ctmj-180	387	27	escc	escc	NOUN
ctmj-180	387	28	)	)	PUNCT
ctmj-180	387	29	,	,	PUNCT
ctmj-180	387	30	which	which	PRON
ctmj-180	387	31	leaves	leave	VERB
ctmj-180	387	32	out	out	ADP
ctmj-180	387	33	a	a	DET
ctmj-180	387	34	wide	wide	ADJ
ctmj-180	387	35	variety	variety	NOUN
ctmj-180	387	36	of	of	ADP
ctmj-180	387	37	esophageal	esophageal	ADJ
ctmj-180	387	38	lesion	lesion	NOUN
ctmj-180	387	39	types	type	NOUN
ctmj-180	387	40	include	include	VERB
ctmj-180	387	41	inflammation	inflammation	NOUN
ctmj-180	387	42	,	,	PUNCT
ctmj-180	387	43	advanced	advanced	ADJ
ctmj-180	387	44	malignancy	malignancy	NOUN
ctmj-180	387	45	,	,	PUNCT
ctmj-180	387	46	and	and	CCONJ
ctmj-180	387	47	ulcers	ulcer	NOUN
ctmj-180	387	48	.	.	PUNCT
ctmj-180	388	1	major	major	ADJ
ctmj-180	388	2	medical	medical	ADJ
ctmj-180	388	3	institutions	institution	NOUN
ctmj-180	388	4	must	must	AUX
ctmj-180	388	5	combine	combine	VERB
ctmj-180	388	6	their	their	PRON
ctmj-180	388	7	resources	resource	NOUN
ctmj-180	388	8	,	,	PUNCT
ctmj-180	388	9	create	create	VERB
ctmj-180	388	10	standardized	standardize	VERB
ctmj-180	388	11	large	large	ADJ
ctmj-180	388	12	-	-	PUNCT
ctmj-180	388	13	scale	scale	NOUN
ctmj-180	388	14	medical	medical	ADJ
ctmj-180	388	15	picture	picture	NOUN
ctmj-180	388	16	archives	archive	NOUN
ctmj-180	388	17	,	,	PUNCT
ctmj-180	388	18	and	and	CCONJ
ctmj-180	388	19	use	use	VERB
ctmj-180	388	20	methods	method	NOUN
ctmj-180	388	21	like	like	ADP
ctmj-180	388	22	unsupervised	unsupervised	ADJ
ctmj-180	388	23	learning	learning	NOUN
ctmj-180	388	24	to	to	PART
ctmj-180	388	25	solve	solve	VERB
ctmj-180	388	26	these	these	DET
ctmj-180	388	27	problems	problem	NOUN
ctmj-180	388	28	.	.	PUNCT
ctmj-180	389	1	secondly	secondly	ADV
ctmj-180	389	2	,	,	PUNCT
ctmj-180	389	3	ai	ai	VERB
ctmj-180	389	4	models	model	NOUN
ctmj-180	389	5	still	still	ADV
ctmj-180	389	6	do	do	AUX
ctmj-180	389	7	n't	not	PART
ctmj-180	389	8	do	do	VERB
ctmj-180	389	9	a	a	DET
ctmj-180	389	10	great	great	ADJ
ctmj-180	389	11	job	job	NOUN
ctmj-180	389	12	of	of	ADP
ctmj-180	389	13	diagnosing	diagnose	VERB
ctmj-180	389	14	multifunctional	multifunctional	ADJ
ctmj-180	389	15	diseases	disease	NOUN
ctmj-180	389	16	,	,	PUNCT
ctmj-180	389	17	even	even	ADV
ctmj-180	389	18	when	when	SCONJ
ctmj-180	389	19	they	they	PRON
ctmj-180	389	20	have	have	AUX
ctmj-180	389	21	incorporated	incorporate	VERB
ctmj-180	389	22	clinical	clinical	ADJ
ctmj-180	389	23	endoscopic	endoscopic	ADJ
ctmj-180	389	24	modalities	modality	NOUN
ctmj-180	389	25	.	.	PUNCT
ctmj-180	390	1	multifunctional	multifunctional	NOUN
ctmj-180	390	2	ai	ai	PROPN
ctmj-180	390	3	models	model	NOUN
ctmj-180	390	4	that	that	PRON
ctmj-180	390	5	include	include	VERB
ctmj-180	390	6	tasks	task	NOUN
ctmj-180	390	7	like	like	ADP
ctmj-180	390	8	lesion	lesion	NOUN
ctmj-180	390	9	characterisation	characterisation	NOUN
ctmj-180	390	10	,	,	PUNCT
ctmj-180	390	11	margin	margin	NOUN
ctmj-180	390	12	delineation	delineation	NOUN
ctmj-180	390	13	,	,	PUNCT
ctmj-180	390	14	invasion	invasion	NOUN
ctmj-180	390	15	depth	depth	NOUN
ctmj-180	390	16	estimate	estimate	NOUN
ctmj-180	390	17	,	,	PUNCT
ctmj-180	390	18	and	and	CCONJ
ctmj-180	390	19	subtype	subtype	NOUN
ctmj-180	390	20	categorization	categorization	NOUN
ctmj-180	390	21	should	should	AUX
ctmj-180	390	22	be	be	AUX
ctmj-180	390	23	prioritized	prioritize	VERB
ctmj-180	390	24	for	for	ADP
ctmj-180	390	25	future	future	ADJ
ctmj-180	390	26	developments	development	NOUN
ctmj-180	390	27	.	.	PUNCT
ctmj-180	391	1	third	third	ADJ
ctmj-180	391	2	,	,	PUNCT
ctmj-180	391	3	ai	ai	VERB
ctmj-180	391	4	model	model	NOUN
ctmj-180	391	5	performance	performance	NOUN
ctmj-180	391	6	evaluation	evaluation	NOUN
ctmj-180	391	7	in	in	ADP
ctmj-180	391	8	the	the	DET
ctmj-180	391	9	actual	actual	ADJ
ctmj-180	391	10	world	world	NOUN
ctmj-180	391	11	requires	require	VERB
ctmj-180	391	12	further	far	ADV
ctmj-180	391	13	prospective	prospective	ADJ
ctmj-180	391	14	multicenter	multicenter	ADJ
ctmj-180	391	15	clinical	clinical	ADJ
ctmj-180	391	16	studies	study	NOUN
ctmj-180	391	17	.	.	PUNCT
ctmj-180	392	1	[	[	X
ctmj-180	392	2	36	36	NUM
ctmj-180	392	3	]	]	PUNCT
ctmj-180	392	4	the	the	DET
ctmj-180	392	5	ai	ai	PROPN
ctmj-180	392	6	models	model	NOUN
ctmj-180	392	7	for	for	ADP
ctmj-180	392	8	escc	escc	ADJ
ctmj-180	392	9	need	need	VERB
ctmj-180	392	10	further	further	ADJ
ctmj-180	392	11	proof	proof	NOUN
ctmj-180	392	12	before	before	SCONJ
ctmj-180	392	13	they	they	PRON
ctmj-180	392	14	can	can	AUX
ctmj-180	392	15	be	be	AUX
ctmj-180	392	16	used	use	VERB
ctmj-180	392	17	in	in	ADP
ctmj-180	392	18	clinical	clinical	ADJ
ctmj-180	392	19	settings	setting	NOUN
ctmj-180	392	20	.	.	PUNCT
ctmj-180	393	1	the	the	DET
ctmj-180	393	2	efficacy	efficacy	NOUN
ctmj-180	393	3	of	of	ADP
ctmj-180	393	4	ai	ai	PROPN
ctmj-180	393	5	application	application	NOUN
ctmj-180	393	6	in	in	ADP
ctmj-180	393	7	real	real	ADJ
ctmj-180	393	8	-	-	PUNCT
ctmj-180	393	9	world	world	NOUN
ctmj-180	393	10	environments	environment	NOUN
ctmj-180	393	11	has	have	AUX
ctmj-180	393	12	been	be	AUX
ctmj-180	393	13	confirmed	confirm	VERB
ctmj-180	393	14	by	by	ADP
ctmj-180	393	15	several	several	ADJ
ctmj-180	393	16	prospective	prospective	ADJ
ctmj-180	393	17	research	research	NOUN
ctmj-180	393	18	on	on	ADP
ctmj-180	393	19	ai	ai	ADJ
ctmj-180	393	20	models	model	NOUN
ctmj-180	393	21	for	for	ADP
ctmj-180	393	22	colorectal	colorectal	ADJ
ctmj-180	393	23	polyps	polyp	NOUN
ctmj-180	393	24	.	.	PUNCT
ctmj-180	394	1	pages	page	NOUN
ctmj-180	394	2	57	57	NUM
ctmj-180	394	3	to	to	PART
ctmj-180	394	4	63	63	NUM
ctmj-180	394	5	class	class	NOUN
ctmj-180	394	6	iii	iii	NUM
ctmj-180	394	7	medical	medical	ADJ
ctmj-180	394	8	device	device	NOUN
ctmj-180	394	9	permits	permit	NOUN
ctmj-180	394	10	have	have	AUX
ctmj-180	394	11	been	be	AUX
ctmj-180	394	12	approved	approve	VERB
ctmj-180	394	13	by	by	ADP
ctmj-180	394	14	the	the	DET
ctmj-180	394	15	chinese	chinese	ADJ
ctmj-180	394	16	national	national	PROPN
ctmj-180	394	17	medical	medical	PROPN
ctmj-180	394	18	products	product	NOUN
ctmj-180	394	19	administration	administration	NOUN
ctmj-180	394	20	for	for	ADP
ctmj-180	394	21	products	product	NOUN
ctmj-180	394	22	such	such	ADJ
ctmj-180	394	23	as	as	ADP
ctmj-180	394	24	endoscreener	endoscreener	NOUN
ctmj-180	394	25	(	(	PUNCT
ctmj-180	394	26	wision	wision	NOUN
ctmj-180	394	27	ai	ai	VERB
ctmj-180	394	28	,	,	PUNCT
ctmj-180	394	29	shanghai	shanghai	PROPN
ctmj-180	394	30	,	,	PUNCT
ctmj-180	394	31	china	china	PROPN
ctmj-180	394	32	)	)	PUNCT
ctmj-180	394	33	.	.	PUNCT
ctmj-180	395	1	finally	finally	ADV
ctmj-180	395	2	,	,	PUNCT
ctmj-180	395	3	the	the	DET
ctmj-180	395	4	importance	importance	NOUN
ctmj-180	395	5	of	of	ADP
ctmj-180	395	6	ai	ai	PROPN
ctmj-180	395	7	models	model	NOUN
ctmj-180	395	8	as	as	SCONJ
ctmj-180	395	9	supplementary	supplementary	ADJ
ctmj-180	395	10	diagnostic	diagnostic	ADJ
ctmj-180	395	11	tools	tool	NOUN
ctmj-180	395	12	must	must	AUX
ctmj-180	395	13	be	be	AUX
ctmj-180	395	14	acknowledged	acknowledge	VERB
ctmj-180	395	15	.	.	PUNCT
ctmj-180	396	1	the	the	DET
ctmj-180	396	2	next	next	ADJ
ctmj-180	396	3	generation	generation	NOUN
ctmj-180	396	4	of	of	ADP
ctmj-180	396	5	doctors	doctor	NOUN
ctmj-180	396	6	and	and	CCONJ
ctmj-180	396	7	nurses	nurse	NOUN
ctmj-180	396	8	might	might	AUX
ctmj-180	396	9	be	be	AUX
ctmj-180	396	10	held	hold	VERB
ctmj-180	396	11	back	back	ADV
ctmj-180	396	12	by	by	ADP
ctmj-180	396	13	an	an	DET
ctmj-180	396	14	over	over	NOUN
ctmj-180	396	15	-	-	PUNCT
ctmj-180	396	16	reliance	reliance	NOUN
ctmj-180	396	17	on	on	ADP
ctmj-180	396	18	ai	ai	NOUN
ctmj-180	396	19	.	.	PUNCT
ctmj-180	397	1	there	there	PRON
ctmj-180	397	2	are	be	VERB
ctmj-180	397	3	a	a	DET
ctmj-180	397	4	number	number	NOUN
ctmj-180	397	5	of	of	ADP
ctmj-180	397	6	important	important	ADJ
ctmj-180	397	7	factors	factor	NOUN
ctmj-180	397	8	to	to	PART
ctmj-180	397	9	think	think	VERB
ctmj-180	397	10	about	about	ADP
ctmj-180	397	11	,	,	PUNCT
ctmj-180	397	12	including	include	VERB
ctmj-180	397	13	the	the	DET
ctmj-180	397	14	safety	safety	NOUN
ctmj-180	397	15	of	of	ADP
ctmj-180	397	16	patients	patient	NOUN
ctmj-180	397	17	'	'	PART
ctmj-180	397	18	personal	personal	ADJ
ctmj-180	397	19	health	health	NOUN
ctmj-180	397	20	information	information	NOUN
ctmj-180	397	21	,	,	PUNCT
ctmj-180	397	22	the	the	DET
ctmj-180	397	23	preservation	preservation	NOUN
ctmj-180	397	24	of	of	ADP
ctmj-180	397	25	intellectual	intellectual	ADJ
ctmj-180	397	26	property	property	NOUN
ctmj-180	397	27	,	,	PUNCT
ctmj-180	397	28	ethical	ethical	ADJ
ctmj-180	397	29	concerns	concern	NOUN
ctmj-180	397	30	,	,	PUNCT
ctmj-180	397	31	and	and	CCONJ
ctmj-180	397	32	culpability	culpability	NOUN
ctmj-180	397	33	for	for	ADP
ctmj-180	397	34	incorrect	incorrect	ADJ
ctmj-180	397	35	decisions	decision	NOUN
ctmj-180	397	36	made	make	VERB
ctmj-180	397	37	using	use	VERB
ctmj-180	397	38	ai	ai	NOUN
ctmj-180	397	39	models	model	NOUN
ctmj-180	397	40	.	.	PUNCT
ctmj-180	398	1	to	to	PART
ctmj-180	398	2	tackle	tackle	VERB
ctmj-180	398	3	these	these	DET
ctmj-180	398	4	intricate	intricate	ADJ
ctmj-180	398	5	issues	issue	NOUN
ctmj-180	398	6	,	,	PUNCT
ctmj-180	398	7	appropriate	appropriate	ADJ
ctmj-180	398	8	rules	rule	NOUN
ctmj-180	398	9	and	and	CCONJ
ctmj-180	398	10	regulations	regulation	NOUN
ctmj-180	398	11	must	must	AUX
ctmj-180	398	12	be	be	AUX
ctmj-180	398	13	drafted	draft	VERB
ctmj-180	398	14	.	.	PUNCT
ctmj-180	399	1	in	in	ADP
ctmj-180	399	2	summary	summary	NOUN
ctmj-180	399	3	,	,	PUNCT
ctmj-180	399	4	ai	ai	VERB
ctmj-180	399	5	has	have	AUX
ctmj-180	399	6	made	make	VERB
ctmj-180	399	7	great	great	ADJ
ctmj-180	399	8	strides	stride	NOUN
ctmj-180	399	9	in	in	ADP
ctmj-180	399	10	several	several	ADJ
ctmj-180	399	11	areas	area	NOUN
ctmj-180	399	12	,	,	PUNCT
ctmj-180	399	13	such	such	ADJ
ctmj-180	399	14	as	as	ADP
ctmj-180	399	15	estimating	estimate	VERB
ctmj-180	399	16	invasion	invasion	NOUN
ctmj-180	399	17	depth	depth	NOUN
ctmj-180	399	18	,	,	PUNCT
ctmj-180	399	19	defining	define	VERB
ctmj-180	399	20	margins	margin	NOUN
ctmj-180	399	21	,	,	PUNCT
ctmj-180	399	22	and	and	CCONJ
ctmj-180	399	23	classifying	classify	VERB
ctmj-180	399	24	escc	escc	ADJ
ctmj-180	399	25	and	and	CCONJ
ctmj-180	399	26	precancerous	precancerous	ADJ
ctmj-180	399	27	lesion	lesion	NOUN
ctmj-180	399	28	subtypes	subtype	NOUN
ctmj-180	399	29	.	.	PUNCT
ctmj-180	400	1	we	we	PRON
ctmj-180	400	2	expect	expect	VERB
ctmj-180	400	3	the	the	DET
ctmj-180	400	4	domain	domain	NOUN
ctmj-180	400	5	of	of	ADP
ctmj-180	400	6	endometrial	endometrial	ADJ
ctmj-180	400	7	squamous	squamous	ADJ
ctmj-180	400	8	cell	cell	NOUN
ctmj-180	400	9	carcinoma	carcinoma	NOUN
ctmj-180	400	10	(	(	PUNCT
ctmj-180	400	11	escc	escc	ADJ
ctmj-180	400	12	)	)	PUNCT
ctmj-180	400	13	and	and	CCONJ
ctmj-180	400	14	precancerous	precancerous	ADJ
ctmj-180	400	15	lesions	lesion	NOUN
ctmj-180	400	16	will	will	AUX
ctmj-180	400	17	see	see	VERB
ctmj-180	400	18	an	an	DET
ctmj-180	400	19	increase	increase	NOUN
ctmj-180	400	20	in	in	ADP
ctmj-180	400	21	the	the	DET
ctmj-180	400	22	use	use	NOUN
ctmj-180	400	23	of	of	ADP
ctmj-180	400	24	artificial	artificial	ADJ
ctmj-180	400	25	intelligence	intelligence	NOUN
ctmj-180	400	26	(	(	PUNCT
ctmj-180	400	27	ai	ai	NOUN
ctmj-180	400	28	)	)	PUNCT
ctmj-180	400	29	technologies	technology	NOUN
ctmj-180	400	30	such	such	ADJ
ctmj-180	400	31	as	as	ADP
ctmj-180	400	32	deep	deep	ADJ
ctmj-180	400	33	learning	learning	NOUN
ctmj-180	400	34	as	as	ADP
ctmj-180	400	35	a	a	DET
ctmj-180	400	36	result	result	NOUN
ctmj-180	400	37	of	of	ADP
ctmj-180	400	38	continuing	continue	VERB
ctmj-180	400	39	advances	advance	NOUN
ctmj-180	400	40	and	and	CCONJ
ctmj-180	400	41	depth	depth	NOUN
ctmj-180	400	42	of	of	ADP
ctmj-180	400	43	relevant	relevant	ADJ
ctmj-180	400	44	research	research	NOUN
ctmj-180	400	45	across	across	ADP
ctmj-180	400	46	several	several	ADJ
ctmj-180	400	47	areas	area	NOUN
ctmj-180	400	48	.	.	PUNCT
ctmj-180	401	1	both	both	DET
ctmj-180	401	2	endoscopists	endoscopist	NOUN
ctmj-180	401	3	and	and	CCONJ
ctmj-180	401	4	patients	patient	NOUN
ctmj-180	401	5	will	will	AUX
ctmj-180	401	6	benefit	benefit	VERB
ctmj-180	401	7	from	from	ADP
ctmj-180	401	8	this	this	DET
ctmj-180	401	9	extension	extension	NOUN
ctmj-180	401	10	,	,	PUNCT
ctmj-180	401	11	which	which	PRON
ctmj-180	401	12	will	will	AUX
ctmj-180	401	13	include	include	VERB
ctmj-180	401	14	aided	aid	VERB
ctmj-180	401	15	diagnosis	diagnosis	NOUN
ctmj-180	401	16	,	,	PUNCT
ctmj-180	401	17	treatment	treatment	NOUN
ctmj-180	401	18	assistance	assistance	NOUN
ctmj-180	401	19	,	,	PUNCT
ctmj-180	401	20	and	and	CCONJ
ctmj-180	401	21	telemedicine	telemedicine	NOUN
ctmj-180	401	22	.	.	PUNCT
ctmj-180	402	1	it	it	PRON
ctmj-180	402	2	will	will	AUX
ctmj-180	402	3	contribute	contribute	VERB
ctmj-180	402	4	to	to	ADP
ctmj-180	402	5	the	the	DET
ctmj-180	402	6	early	early	ADJ
ctmj-180	402	7	diagnosis	diagnosis	NOUN
ctmj-180	402	8	and	and	CCONJ
ctmj-180	402	9	treatment	treatment	NOUN
ctmj-180	402	10	of	of	ADP
ctmj-180	402	11	escc	escc	NOUN
ctmj-180	402	12	.	.	PUNCT
ctmj-180	403	1	contributions	contribution	NOUN
ctmj-180	403	2	the	the	DET
ctmj-180	403	3	research	research	NOUN
ctmj-180	403	4	in	in	ADP
ctmj-180	403	5	this	this	DET
ctmj-180	403	6	paper	paper	NOUN
ctmj-180	403	7	was	be	AUX
ctmj-180	403	8	made	make	VERB
ctmj-180	403	9	possible	possible	ADJ
ctmj-180	403	10	by	by	ADP
ctmj-180	403	11	awards	award	NOUN
ctmj-180	403	12	from	from	ADP
ctmj-180	403	13	the	the	DET
ctmj-180	403	14	chinese	chinese	ADJ
ctmj-180	403	15	national	national	PROPN
ctmj-180	403	16	natural	natural	PROPN
ctmj-180	403	17	science	science	PROPN
ctmj-180	403	18	foundation	foundation	NOUN
ctmj-180	403	19	(	(	PUNCT
ctmj-180	403	20	no	no	INTJ
ctmj-180	403	21	.	.	NOUN
ctmj-180	403	22	62406205	62406205	NUM
ctmj-180	403	23	)	)	PUNCT
ctmj-180	403	24	,	,	PUNCT
ctmj-180	403	25	projects	project	NOUN
ctmj-180	403	26	for	for	ADP
ctmj-180	403	27	artificial	artificial	ADJ
ctmj-180	403	28	intelligence	intelligence	NOUN
ctmj-180	403	29	zyai24006	zyai24006	PROPN
ctmj-180	403	30	,	,	PUNCT
ctmj-180	403	31	west	west	PROPN
ctmj-180	403	32	china	china	PROPN
ctmj-180	403	33	hospital	hospital	PROPN
ctmj-180	403	34	,	,	PUNCT
ctmj-180	403	35	sichuan	sichuan	PROPN
ctmj-180	403	36	university	university	PROPN
ctmj-180	403	37	,	,	PUNCT
ctmj-180	403	38	and	and	CCONJ
ctmj-180	403	39	sichuan	sichuan	PROPN
ctmj-180	403	40	province	province	PROPN
ctmj-180	403	41	cadres	cadres	PROPN
ctmj-180	403	42	health	health	PROPN
ctmj-180	403	43	research	research	PROPN
ctmj-180	403	44	(	(	PUNCT
ctmj-180	403	45	no	no	INTJ
ctmj-180	403	46	.	.	PUNCT
ctmj-180	404	1	zh2024	zh2024	PROPN
ctmj-180	404	2	-	-	PUNCT
ctmj-180	404	3	102	102	NUM
ctmj-180	404	4	)	)	PUNCT
ctmj-180	404	5	.	.	PUNCT
ctmj-180	405	1	references	reference	NOUN
ctmj-180	405	2	1	1	NUM
ctmj-180	405	3	.	.	PUNCT
ctmj-180	406	1	wu	wu	PROPN
ctmj-180	406	2	y	y	PROPN
ctmj-180	406	3	,	,	PUNCT
ctmj-180	406	4	he	he	PRON
ctmj-180	406	5	s	s	PROPN
ctmj-180	406	6	,	,	PUNCT
ctmj-180	406	7	cao	cao	PROPN
ctmj-180	406	8	m	m	PROPN
ctmj-180	406	9	,	,	PUNCT
ctmj-180	406	10	teng	teng	PROPN
ctmj-180	406	11	y	y	PROPN
ctmj-180	406	12	,	,	PUNCT
ctmj-180	406	13	li	li	PROPN
ctmj-180	407	1	q	q	PROPN
ctmj-180	407	2	,	,	PUNCT
ctmj-180	407	3	tan	tan	PROPN
ctmj-180	407	4	n	n	CCONJ
ctmj-180	407	5	,	,	PUNCT
ctmj-180	407	6	et	et	PROPN
ctmj-180	407	7	al	al	PROPN
ctmj-180	407	8	.	.	PROPN
ctmj-180	408	1	compara	compara	PROPN
ctmj-180	408	2	tive	tive	PROPN
ctmj-180	408	3	analysis	analysis	NOUN
ctmj-180	408	4	of	of	ADP
ctmj-180	408	5	cancer	cancer	NOUN
ctmj-180	408	6	statistics	statistic	NOUN
ctmj-180	408	7	in	in	ADP
ctmj-180	408	8	china	china	PROPN
ctmj-180	408	9	and	and	CCONJ
ctmj-180	408	10	the	the	DET
ctmj-180	408	11	united	united	PROPN
ctmj-180	408	12	states	states	PROPN
ctmj-180	408	13	in	in	ADP
ctmj-180	408	14	2024	2024	NUM
ctmj-180	408	15	.	.	PUNCT
ctmj-180	409	1	chin	chin	PROPN
ctmj-180	409	2	med	med	PROPN
ctmj-180	409	3	j	j	PROPN
ctmj-180	409	4	2024;137:3093–3100	2024;137:3093–3100	PROPN
ctmj-180	409	5	.	.	PUNCT
ctmj-180	410	1	doi	doi	NOUN
ctmj-180	410	2	:	:	PUNCT
ctmj-180	410	3	10.1097/	10.1097/	NUM
ctmj-180	410	4	cm9.0000000000003442	cm9.0000000000003442	X
ctmj-180	410	5	.	.	PUNCT
ctmj-180	411	1	2	2	X
ctmj-180	411	2	.	.	X
ctmj-180	411	3	abnet	abnet	PROPN
ctmj-180	411	4	cc	cc	PROPN
ctmj-180	411	5	,	,	PUNCT
ctmj-180	411	6	arnold	arnold	PROPN
ctmj-180	411	7	m	m	PROPN
ctmj-180	411	8	,	,	PUNCT
ctmj-180	411	9	wei	wei	PROPN
ctmj-180	411	10	wq	wq	PROPN
ctmj-180	411	11	.	.	PUNCT
ctmj-180	412	1	epidemiology	epidemiology	NOUN
ctmj-180	412	2	of	of	ADP
ctmj-180	412	3	esophageal	esophageal	ADJ
ctmj-180	412	4	squa	squa	PROPN
ctmj-180	412	5	mous	mous	ADJ
ctmj-180	412	6	cell	cell	NOUN
ctmj-180	412	7	carcinoma	carcinoma	NOUN
ctmj-180	412	8	.	.	PUNCT
ctmj-180	413	1	gastroenterology	gastroenterology	NOUN
ctmj-180	413	2	2018;154:360–373	2018;154:360–373	NUM
ctmj-180	413	3	.	.	PUNCT
ctmj-180	414	1	doi	doi	NOUN
ctmj-180	414	2	:	:	PUNCT
ctmj-180	414	3	10.1053	10.1053	NUM
ctmj-180	414	4	/	/	SYM
ctmj-180	414	5	j.gastro.2017.08.023	j.gastro.2017.08.023	PROPN
ctmj-180	414	6	.	.	PROPN
ctmj-180	415	1	3	3	X
ctmj-180	415	2	.	.	X
ctmj-180	415	3	zeng	zeng	PROPN
ctmj-180	415	4	h	h	PROPN
ctmj-180	415	5	,	,	PUNCT
ctmj-180	415	6	chen	chen	PROPN
ctmj-180	415	7	w	w	PROPN
ctmj-180	415	8	,	,	PUNCT
ctmj-180	415	9	zheng	zheng	PROPN
ctmj-180	415	10	r	r	PROPN
ctmj-180	415	11	,	,	PUNCT
ctmj-180	415	12	zhang	zhang	PROPN
ctmj-180	415	13	s	s	PROPN
ctmj-180	415	14	,	,	PUNCT
ctmj-180	415	15	ji	ji	PROPN
ctmj-180	415	16	js	js	PROPN
ctmj-180	415	17	,	,	PUNCT
ctmj-180	415	18	zou	zou	PROPN
ctmj-180	415	19	x	x	PROPN
ctmj-180	415	20	,	,	PUNCT
ctmj-180	415	21	et	et	PROPN
ctmj-180	415	22	al	al	PROPN
ctmj-180	415	23	.	.	PUNCT
ctmj-180	416	1	changing	change	VERB
ctmj-180	416	2	cancer	cancer	NOUN
ctmj-180	416	3	survival	survival	NOUN
ctmj-180	416	4	in	in	ADP
ctmj-180	416	5	china	china	PROPN
ctmj-180	416	6	during	during	ADP
ctmj-180	416	7	2003	2003	NUM
ctmj-180	416	8	-	-	SYM
ctmj-180	416	9	15	15	NUM
ctmj-180	416	10	:	:	PUNCT
ctmj-180	416	11	a	a	DET
ctmj-180	416	12	pooled	pooled	ADJ
ctmj-180	416	13	anal	anal	ADJ
ctmj-180	416	14	ysis	ysis	NOUN
ctmj-180	416	15	of	of	ADP
ctmj-180	416	16	17	17	NUM
ctmj-180	416	17	population	population	NOUN
ctmj-180	416	18	-	-	PUNCT
ctmj-180	416	19	based	base	VERB
ctmj-180	416	20	cancer	cancer	NOUN
ctmj-180	416	21	registries	registry	NOUN
ctmj-180	416	22	.	.	PUNCT
ctmj-180	417	1	lancet	lancet	NOUN
ctmj-180	417	2	glob	glob	PROPN
ctmj-180	417	3	health	health	PROPN
ctmj-180	417	4	2018;6	2018;6	PROPN
ctmj-180	417	5	:	:	PUNCT
ctmj-180	417	6	e555	e555	NUM
ctmj-180	417	7	–	–	PUNCT
ctmj-180	417	8	e567	e567	PROPN
ctmj-180	417	9	.	.	PUNCT
ctmj-180	417	10	doi	doi	NOUN
ctmj-180	417	11	:	:	PUNCT
ctmj-180	417	12	10.1016	10.1016	NUM
ctmj-180	417	13	/	/	SYM
ctmj-180	417	14	s2214	s2214	NUM
ctmj-180	417	15	-	-	PUNCT
ctmj-180	417	16	109x(18)30127	109x(18)30127	NOUN
ctmj-180	417	17	-	-	PUNCT
ctmj-180	417	18	x.	x.	NOUN
ctmj-180	417	19	4	4	NUM
ctmj-180	417	20	.	.	PUNCT
ctmj-180	417	21	allemani	allemani	PROPN
ctmj-180	417	22	c	c	PROPN
ctmj-180	417	23	,	,	PUNCT
ctmj-180	417	24	matsuda	matsuda	PROPN
ctmj-180	417	25	t	t	PROPN
ctmj-180	417	26	,	,	PUNCT
ctmj-180	417	27	di	di	PROPN
ctmj-180	417	28	carlo	carlo	PROPN
ctmj-180	417	29	v	v	PROPN
ctmj-180	417	30	,	,	PUNCT
ctmj-180	417	31	harewood	harewood	PROPN
ctmj-180	417	32	r	r	PROPN
ctmj-180	417	33	,	,	PUNCT
ctmj-180	417	34	matz	matz	PROPN
ctmj-180	417	35	m	m	PROPN
ctmj-180	417	36	,	,	PUNCT
ctmj-180	417	37	nikšić	nikšić	PROPN
ctmj-180	417	38	m	m	PROPN
ctmj-180	417	39	,	,	PUNCT
ctmj-180	417	40	et	et	PROPN
ctmj-180	417	41	al	al	PROPN
ctmj-180	417	42	.	.	PUNCT
ctmj-180	418	1	global	global	ADJ
ctmj-180	418	2	surveillance	surveillance	NOUN
ctmj-180	418	3	of	of	ADP
ctmj-180	418	4	trends	trend	NOUN
ctmj-180	418	5	in	in	ADP
ctmj-180	418	6	cancer	cancer	NOUN
ctmj-180	418	7	survival	survival	NOUN
ctmj-180	418	8	2000	2000	NUM
ctmj-180	418	9	-	-	SYM
ctmj-180	418	10	14	14	NUM
ctmj-180	418	11	(	(	PUNCT
ctmj-180	418	12	concord-3	concord-3	PROPN
ctmj-180	418	13	):	):	PUNCT
ctmj-180	418	14	analysis	analysis	NOUN
ctmj-180	418	15	of	of	ADP
ctmj-180	418	16	individual	individual	ADJ
ctmj-180	418	17	records	record	NOUN
ctmj-180	418	18	for	for	ADP
ctmj-180	418	19	37	37	NUM
ctmj-180	418	20	513	513	NUM
ctmj-180	418	21	025	025	NUM
ctmj-180	418	22	patients	patient	NOUN
ctmj-180	418	23	diagnosed	diagnose	VERB
ctmj-180	418	24	with	with	ADP
ctmj-180	418	25	one	one	NUM
ctmj-180	418	26	of	of	ADP
ctmj-180	418	27	18	18	NUM
ctmj-180	418	28	cancers	cancer	NOUN
ctmj-180	418	29	from	from	ADP
ctmj-180	418	30	322	322	NUM
ctmj-180	418	31	popula	popula	NOUN
ctmj-180	418	32	tion	tion	NOUN
ctmj-180	418	33	-	-	PUNCT
ctmj-180	418	34	based	base	VERB
ctmj-180	418	35	registries	registry	NOUN
ctmj-180	418	36	in	in	ADP
ctmj-180	418	37	71	71	NUM
ctmj-180	418	38	countries	country	NOUN
ctmj-180	418	39	.	.	PUNCT
ctmj-180	419	1	lancet	lancet	PROPN
ctmj-180	419	2	2018;391:1023–1075	2018;391:1023–1075	NUM
ctmj-180	419	3	.	.	PUNCT
ctmj-180	420	1	doi	doi	NOUN
ctmj-180	420	2	:	:	PUNCT
ctmj-180	420	3	10.1016	10.1016	NUM
ctmj-180	420	4	/	/	SYM
ctmj-180	420	5	s0140	s0140	PROPN
ctmj-180	420	6	-	-	PUNCT
ctmj-180	420	7	6736(17)33326	6736(17)33326	NUM
ctmj-180	420	8	-	-	PUNCT
ctmj-180	420	9	3	3	NUM
ctmj-180	420	10	.	.	NOUN
ctmj-180	420	11	5	5	NUM
ctmj-180	420	12	.	.	X
ctmj-180	420	13	zhang	zhang	PROPN
ctmj-180	421	1	q	q	PROPN
ctmj-180	421	2	,	,	PUNCT
ctmj-180	421	3	wang	wang	PROPN
ctmj-180	421	4	f	f	PROPN
ctmj-180	421	5	,	,	PUNCT
ctmj-180	421	6	feng	feng	PROPN
ctmj-180	421	7	h	h	PROPN
ctmj-180	421	8	,	,	PUNCT
ctmj-180	421	9	xing	xing	PROPN
ctmj-180	421	10	j	j	PROPN
ctmj-180	421	11	,	,	PUNCT
ctmj-180	421	12	zhu	zhu	PROPN
ctmj-180	421	13	s	s	PART
ctmj-180	421	14	,	,	PUNCT
ctmj-180	421	15	zhang	zhang	PROPN
ctmj-180	421	16	h	h	PROPN
ctmj-180	421	17	,	,	PUNCT
ctmj-180	421	18	et	et	PROPN
ctmj-180	421	19	al	al	PROPN
ctmj-180	421	20	.	.	PROPN
ctmj-180	421	21	modi	modi	PROPN
ctmj-180	421	22	fiable	fiable	ADJ
ctmj-180	421	23	risk	risk	NOUN
ctmj-180	421	24	factors	factor	NOUN
ctmj-180	421	25	for	for	ADP
ctmj-180	421	26	esophageal	esophageal	ADJ
ctmj-180	421	27	cancer	cancer	NOUN
ctmj-180	421	28	in	in	ADP
ctmj-180	421	29	endoscopic	endoscopic	ADJ
ctmj-180	421	30	screening	screen	VERB
ctmj-180	421	31	population	population	NOUN
ctmj-180	421	32	:	:	PUNCT
ctmj-180	421	33	a	a	DET
ctmj-180	421	34	modeling	modeling	NOUN
ctmj-180	421	35	study	study	NOUN
ctmj-180	421	36	.	.	PUNCT
ctmj-180	422	1	chin	chin	PROPN
ctmj-180	422	2	med	med	PROPN
ctmj-180	422	3	j	j	PROPN
ctmj-180	422	4	2024;137:350–352	2024;137:350–352	NUM
ctmj-180	422	5	.	.	PUNCT
ctmj-180	423	1	doi	doi	NOUN
ctmj-180	423	2	:	:	PUNCT
ctmj-180	423	3	10.1097	10.1097	NUM
ctmj-180	423	4	/	/	SYM
ctmj-180	423	5	cm9.0000000000002878	cm9.0000000000002878	ADJ
ctmj-180	423	6	.	.	PUNCT
ctmj-180	424	1	6	6	X
ctmj-180	424	2	.	.	X
ctmj-180	424	3	rice	rice	PROPN
ctmj-180	424	4	tw	tw	PROPN
ctmj-180	424	5	,	,	PUNCT
ctmj-180	424	6	blackstone	blackstone	PROPN
ctmj-180	424	7	eh	eh	INTJ
ctmj-180	424	8	,	,	PUNCT
ctmj-180	424	9	rusch	rusch	PROPN
ctmj-180	424	10	vw	vw	PROPN
ctmj-180	424	11	.	.	PUNCT
ctmj-180	424	12	7th	7th	ADJ
ctmj-180	424	13	edition	edition	NOUN
ctmj-180	424	14	of	of	ADP
ctmj-180	424	15	the	the	DET
ctmj-180	424	16	ajcc	ajcc	NOUN
ctmj-180	424	17	can	can	AUX
ctmj-180	424	18	cer	cer	VERB
ctmj-180	424	19	staging	stage	VERB
ctmj-180	424	20	manual	manual	NOUN
ctmj-180	424	21	:	:	PUNCT
ctmj-180	424	22	esophagus	esophagus	NOUN
ctmj-180	424	23	and	and	CCONJ
ctmj-180	424	24	esophagogastric	esophagogastric	ADJ
ctmj-180	424	25	junction	junction	NOUN
ctmj-180	424	26	.	.	PUNCT
ctmj-180	425	1	ann	ann	PROPN
ctmj-180	425	2	surg	surg	PROPN
ctmj-180	425	3	oncol	oncol	PROPN
ctmj-180	425	4	2010;17:1721–1724	2010;17:1721–1724	NUM
ctmj-180	425	5	.	.	PUNCT
ctmj-180	426	1	doi	doi	NOUN
ctmj-180	426	2	:	:	PUNCT
ctmj-180	426	3	10.1245	10.1245	NUM
ctmj-180	426	4	/	/	SYM
ctmj-180	426	5	s10434	s10434	PROPN
ctmj-180	426	6	-	-	PUNCT
ctmj-180	426	7	010	010	NUM
ctmj-180	426	8	-	-	PUNCT
ctmj-180	426	9	1024	1024	NUM
ctmj-180	426	10	-	-	SYM
ctmj-180	426	11	1	1	NUM
ctmj-180	426	12	.	.	NOUN
ctmj-180	426	13	7	7	NUM
ctmj-180	426	14	.	.	X
ctmj-180	427	1	pimentel	pimentel	PROPN
ctmj-180	427	2	-	-	PUNCT
ctmj-180	427	3	nunes	nunes	PROPN
ctmj-180	427	4	p	p	NOUN
ctmj-180	427	5	,	,	PUNCT
ctmj-180	427	6	libânio	libânio	X
ctmj-180	427	7	d	d	NOUN
ctmj-180	427	8	,	,	PUNCT
ctmj-180	427	9	bastiaansen	bastiaansen	PROPN
ctmj-180	427	10	baj	baj	PROPN
ctmj-180	427	11	,	,	PUNCT
ctmj-180	427	12	bhandari	bhandari	NOUN
ctmj-180	427	13	p	p	NOUN
ctmj-180	427	14	,	,	PUNCT
ctmj-180	427	15	biss	biss	VERB
ctmj-180	427	16	chops	chop	NOUN
ctmj-180	427	17	r	r	PROPN
ctmj-180	427	18	,	,	PUNCT
ctmj-180	427	19	bourke	bourke	PROPN
ctmj-180	427	20	mj	mj	PROPN
ctmj-180	427	21	,	,	PUNCT
ctmj-180	427	22	et	et	PROPN
ctmj-180	427	23	al	al	PROPN
ctmj-180	427	24	.	.	PROPN
ctmj-180	427	25	endoscopic	endoscopic	PROPN
ctmj-180	427	26	submucosal	submucosal	NOUN
ctmj-180	427	27	dissection	dissection	NOUN
ctmj-180	427	28	for	for	ADP
ctmj-180	427	29	superficial	superficial	ADJ
ctmj-180	427	30	gastrointestinal	gastrointestinal	ADJ
ctmj-180	427	31	lesions	lesion	NOUN
ctmj-180	427	32	:	:	PUNCT
ctmj-180	427	33	european	european	ADJ
ctmj-180	427	34	society	society	NOUN
ctmj-180	427	35	of	of	ADP
ctmj-180	427	36	gastroin	gastroin	ADJ
ctmj-180	427	37	testinal	testinal	ADJ
ctmj-180	427	38	endoscopy	endoscopy	NOUN
ctmj-180	427	39	(	(	PUNCT
ctmj-180	427	40	esge	esge	NOUN
ctmj-180	427	41	)	)	PUNCT
ctmj-180	427	42	guideline	guideline	NOUN
ctmj-180	427	43	—	—	PUNCT
ctmj-180	427	44	update	update	NOUN
ctmj-180	427	45	2022	2022	NUM
ctmj-180	427	46	.	.	PUNCT
ctmj-180	428	1	endoscopy	endoscopy	VERB
ctmj-180	428	2	2022;54:591–622	2022;54:591–622	PROPN
ctmj-180	428	3	.	.	PUNCT
ctmj-180	429	1	doi	doi	NOUN
ctmj-180	429	2	:	:	PUNCT
ctmj-180	429	3	10.1055	10.1055	NUM
ctmj-180	429	4	/	/	SYM
ctmj-180	429	5	a-1811	a-1811	PROPN
ctmj-180	429	6	-	-	PUNCT
ctmj-180	429	7	7025	7025	NUM
ctmj-180	429	8	.	.	PUNCT
ctmj-180	430	1	8	8	NUM
ctmj-180	430	2	.	.	X
ctmj-180	431	1	zhang	zhang	PROPN
ctmj-180	431	2	h.	h.	PROPN
ctmj-180	431	3	a	a	DET
ctmj-180	431	4	systematic	systematic	ADJ
ctmj-180	431	5	review	review	NOUN
ctmj-180	431	6	and	and	CCONJ
ctmj-180	431	7	meta	meta	ADJ
ctmj-180	431	8	–	–	PUNCT
ctmj-180	431	9	analysis	analysis	NOUN
ctmj-180	431	10	of	of	ADP
ctmj-180	431	11	missed	miss	VERB
ctmj-180	431	12	squamous	squamous	ADJ
ctmj-180	431	13	cell	cell	NOUN
ctmj-180	431	14	esophageal	esophageal	ADJ
ctmj-180	431	15	carcinoma	carcinoma	NOUN
ctmj-180	431	16	after	after	ADP
ctmj-180	431	17	esophagogastroduo	esophagogastroduo	NOUN
ctmj-180	431	18	denoscopy	denoscopy	NOUN
ctmj-180	431	19	.	.	PUNCT
ctmj-180	432	1	gastrointest	gastroint	ADJ
ctmj-180	432	2	endosc	endosc	NOUN
ctmj-180	432	3	2017;85	2017;85	NUM
ctmj-180	432	4	:	:	PUNCT
ctmj-180	433	1	ab568	ab568	PROPN
ctmj-180	433	2	.	.	PUNCT
ctmj-180	434	1	doi	doi	NOUN
ctmj-180	434	2	:	:	PUNCT
ctmj-180	434	3	10.1016	10.1016	NUM
ctmj-180	434	4	/	/	SYM
ctmj-180	434	5	j.	j.	PROPN
ctmj-180	434	6	gie.2017.03.1309	gie.2017.03.1309	PROPN
ctmj-180	434	7	.	.	PROPN
ctmj-180	435	1	9	9	NUM
ctmj-180	435	2	.	.	X
ctmj-180	435	3	chadwick	chadwick	PROPN
ctmj-180	435	4	g	g	PROPN
ctmj-180	435	5	,	,	PUNCT
ctmj-180	435	6	groene	groene	PROPN
ctmj-180	435	7	o	o	PROPN
ctmj-180	435	8	,	,	PUNCT
ctmj-180	435	9	hoare	hoare	PROPN
ctmj-180	435	10	j	j	PROPN
ctmj-180	435	11	,	,	PUNCT
ctmj-180	435	12	hardwick	hardwick	PROPN
ctmj-180	435	13	rh	rh	PROPN
ctmj-180	435	14	,	,	PUNCT
ctmj-180	435	15	riley	riley	PROPN
ctmj-180	435	16	s	s	PROPN
ctmj-180	435	17	,	,	PUNCT
ctmj-180	435	18	crosby	crosby	PROPN
ctmj-180	435	19	td	td	PROPN
ctmj-180	435	20	,	,	PUNCT
ctmj-180	435	21	et	et	PROPN
ctmj-180	435	22	al	al	PROPN
ctmj-180	435	23	.	.	PUNCT
ctmj-180	436	1	a	a	DET
ctmj-180	436	2	population	population	NOUN
ctmj-180	436	3	-	-	PUNCT
ctmj-180	436	4	based	base	VERB
ctmj-180	436	5	,	,	PUNCT
ctmj-180	436	6	retrospective	retrospective	ADJ
ctmj-180	436	7	,	,	PUNCT
ctmj-180	436	8	cohort	cohort	NOUN
ctmj-180	436	9	study	study	NOUN
ctmj-180	436	10	of	of	ADP
ctmj-180	436	11	eso	eso	X
ctmj-180	436	12	phageal	phageal	NOUN
ctmj-180	436	13	cancer	cancer	NOUN
ctmj-180	436	14	missed	miss	VERB
ctmj-180	436	15	at	at	ADP
ctmj-180	436	16	endoscopy	endoscopy	NOUN
ctmj-180	436	17	.	.	PUNCT
ctmj-180	437	1	endoscopy	endoscopy	VERB
ctmj-180	437	2	2014;46:553–560	2014;46:553–560	PRON
ctmj-180	437	3	.	.	PUNCT
ctmj-180	438	1	doi	doi	NOUN
ctmj-180	438	2	:	:	PUNCT
ctmj-180	438	3	10.1055	10.1055	NUM
ctmj-180	438	4	/	/	SYM
ctmj-180	438	5	s-0034	s-0034	NOUN
ctmj-180	438	6	-	-	PUNCT
ctmj-180	438	7	1365646	1365646	NUM
ctmj-180	438	8	.	.	PUNCT
ctmj-180	439	1	10	10	NUM
ctmj-180	439	2	.	.	PUNCT
ctmj-180	440	1	gavric	gavric	PROPN
ctmj-180	440	2	a	a	PROPN
ctmj-180	440	3	,	,	PUNCT
ctmj-180	440	4	hanzel	hanzel	PROPN
ctmj-180	440	5	j	j	PROPN
ctmj-180	440	6	,	,	PUNCT
ctmj-180	440	7	zagar	zagar	PROPN
ctmj-180	440	8	t	t	PROPN
ctmj-180	440	9	,	,	PUNCT
ctmj-180	440	10	zadnik	zadnik	PROPN
ctmj-180	440	11	v	v	NOUN
ctmj-180	440	12	,	,	PUNCT
ctmj-180	440	13	plut	plut	NOUN
ctmj-180	440	14	s	s	PRON
ctmj-180	440	15	,	,	PUNCT
ctmj-180	440	16	stabuc	stabuc	PROPN
ctmj-180	440	17	b.	b.	PROPN
ctmj-180	440	18	sur	sur	PROPN
ctmj-180	440	19	vival	vival	NOUN
ctmj-180	440	20	outcomes	outcome	NOUN
ctmj-180	440	21	and	and	CCONJ
ctmj-180	440	22	rate	rate	NOUN
ctmj-180	440	23	of	of	ADP
ctmj-180	440	24	missed	miss	VERB
ctmj-180	440	25	upper	upper	ADJ
ctmj-180	440	26	gastrointestinal	gastrointestinal	ADJ
ctmj-180	440	27	cancers	cancer	NOUN
ctmj-180	440	28	at	at	ADP
ctmj-180	440	29	routine	routine	ADJ
ctmj-180	440	30	endoscopy	endoscopy	NOUN
ctmj-180	440	31	:	:	PUNCT
ctmj-180	440	32	a	a	DET
ctmj-180	440	33	single	single	ADJ
ctmj-180	440	34	centre	centre	NOUN
ctmj-180	440	35	retrospective	retrospective	ADJ
ctmj-180	440	36	cohort	cohort	NOUN
ctmj-180	440	37	study	study	NOUN
ctmj-180	440	38	.	.	PUNCT
ctmj-180	441	1	eur	eur	PROPN
ctmj-180	441	2	j	j	PROPN
ctmj-180	441	3	gastroenterol	gastroenterol	NOUN
ctmj-180	441	4	hepatol	hepatol	ADJ
ctmj-180	441	5	2020;32:1312–1321	2020;32:1312–1321	NOUN
ctmj-180	441	6	.	.	PUNCT
ctmj-180	442	1	doi	doi	NOUN
ctmj-180	442	2	:	:	PUNCT
ctmj-180	442	3	10.1097/	10.1097/	NUM
ctmj-180	442	4	meg.0000000000001863	meg.0000000000001863	NOUN
ctmj-180	442	5	.	.	PROPN
ctmj-180	442	6	11	11	NUM
ctmj-180	442	7	.	.	PUNCT
ctmj-180	443	1	januszewicz	januszewicz	PROPN
ctmj-180	443	2	w	w	PROPN
ctmj-180	443	3	,	,	PUNCT
ctmj-180	443	4	witczak	witczak	PRON
ctmj-180	443	5	k	k	NOUN
ctmj-180	443	6	,	,	PUNCT
ctmj-180	443	7	wieszczy	wieszczy	NOUN
ctmj-180	443	8	p	p	NOUN
ctmj-180	443	9	,	,	PUNCT
ctmj-180	443	10	socha	socha	PROPN
ctmj-180	443	11	m	m	PROPN
ctmj-180	443	12	,	,	PUNCT
ctmj-180	443	13	turkot	turkot	PROPN
ctmj-180	443	14	mh	mh	PROPN
ctmj-180	443	15	,	,	PUNCT
ctmj-180	443	16	wojciechowska	wojciechowska	PROPN
ctmj-180	443	17	u	u	PROPN
ctmj-180	443	18	,	,	PUNCT
ctmj-180	443	19	et	et	PROPN
ctmj-180	443	20	al	al	PROPN
ctmj-180	443	21	.	.	PUNCT
ctmj-180	444	1	prevalence	prevalence	NOUN
ctmj-180	444	2	and	and	CCONJ
ctmj-180	444	3	risk	risk	NOUN
ctmj-180	444	4	factors	factor	NOUN
ctmj-180	444	5	of	of	ADP
ctmj-180	444	6	upper	upper	ADJ
ctmj-180	444	7	gastrointestinal	gastrointestinal	ADJ
ctmj-180	444	8	cancers	cancer	NOUN
ctmj-180	444	9	missed	miss	VERB
ctmj-180	444	10	during	during	ADP
ctmj-180	444	11	endoscopy	endoscopy	NOUN
ctmj-180	444	12	:	:	PUNCT
ctmj-180	444	13	a	a	DET
ctmj-180	444	14	nationwide	nationwide	ADJ
ctmj-180	444	15	registry	registry	NOUN
ctmj-180	444	16	-	-	PUNCT
ctmj-180	444	17	based	base	VERB
ctmj-180	444	18	study	study	NOUN
ctmj-180	444	19	.	.	PUNCT
ctmj-180	445	1	endoscopy	endoscopy	VERB
ctmj-180	445	2	2022;54:653–660	2022;54:653–660	PROPN
ctmj-180	445	3	.	.	PUNCT
ctmj-180	446	1	doi	doi	NOUN
ctmj-180	446	2	:	:	PUNCT
ctmj-180	446	3	10.1055/	10.1055/	NUM
ctmj-180	446	4	a-1675	a-1675	PROPN
ctmj-180	446	5	-	-	PUNCT
ctmj-180	446	6	4136	4136	NUM
ctmj-180	446	7	.	.	PUNCT
ctmj-180	447	1	12	12	NUM
ctmj-180	447	2	.	.	PUNCT
ctmj-180	448	1	tai	tai	PROPN
ctmj-180	448	2	fwd	fwd	PROPN
ctmj-180	448	3	,	,	PUNCT
ctmj-180	448	4	wray	wray	PROPN
ctmj-180	448	5	n	n	PROPN
ctmj-180	448	6	,	,	PUNCT
ctmj-180	448	7	sidhu	sidhu	NOUN
ctmj-180	448	8	r	r	PROPN
ctmj-180	448	9	,	,	PUNCT
ctmj-180	448	10	hopper	hopper	NOUN
ctmj-180	448	11	a	a	PRON
ctmj-180	448	12	,	,	PUNCT
ctmj-180	448	13	mcalindon	mcalindon	ADJ
ctmj-180	448	14	m.	m.	NOUN
ctmj-180	448	15	factors	factor	NOUN
ctmj-180	448	16	associated	associate	VERB
ctmj-180	448	17	with	with	ADP
ctmj-180	448	18	oesophagogastric	oesophagogastric	ADJ
ctmj-180	448	19	cancers	cancer	NOUN
ctmj-180	448	20	missed	miss	VERB
ctmj-180	448	21	by	by	ADP
ctmj-180	448	22	gastroscopy	gastroscopy	NOUN
ctmj-180	448	23	:	:	PUNCT
ctmj-180	448	24	a	a	DET
ctmj-180	448	25	case	case	NOUN
ctmj-180	448	26	-	-	PUNCT
ctmj-180	448	27	control	control	NOUN
ctmj-180	448	28	study	study	NOUN
ctmj-180	448	29	.	.	PUNCT
ctmj-180	449	1	frontline	frontline	NOUN
ctmj-180	449	2	gastroenterol	gastroenterol	NOUN
ctmj-180	449	3	2020;11:194–201	2020;11:194–201	NUM
ctmj-180	449	4	.	.	PUNCT
ctmj-180	450	1	doi	doi	NOUN
ctmj-180	450	2	:	:	PUNCT
ctmj-180	450	3	10.1136	10.1136	NUM
ctmj-180	450	4	/	/	SYM
ctmj-180	450	5	flgastro-2019	flgastro-2019	NOUN
ctmj-180	450	6	-	-	NOUN
ctmj-180	450	7	101217	101217	NUM
ctmj-180	450	8	.	.	PUNCT
ctmj-180	451	1	13	13	NUM
ctmj-180	451	2	.	.	PUNCT
ctmj-180	452	1	rodríguez	rodríguez	PROPN
ctmj-180	452	2	de	de	X
ctmj-180	452	3	santiago	santiago	PROPN
ctmj-180	452	4	e	e	X
ctmj-180	452	5	,	,	PUNCT
ctmj-180	452	6	hernanz	hernanz	PROPN
ctmj-180	452	7	n	n	NUM
ctmj-180	452	8	,	,	PUNCT
ctmj-180	452	9	marcos	marcos	PROPN
ctmj-180	452	10	-	-	PUNCT
ctmj-180	452	11	prieto	prieto	PROPN
ctmj-180	452	12	hm	hm	NOUN
ctmj-180	452	13	,	,	PUNCT
ctmj-180	452	14	de	de	PROPN
ctmj-180	452	15	-	-	NOUN
ctmj-180	452	16	jorge	jorge	NOUN
ctmj-180	452	17	-	-	PUNCT
ctmj-180	452	18	turrión	turrión	NOUN
ctmj-180	452	19	má	má	PROPN
ctmj-180	452	20	,	,	PUNCT
ctmj-180	452	21	barreiro	barreiro	NOUN
ctmj-180	452	22	-	-	PUNCT
ctmj-180	452	23	alonso	alonso	PROPN
ctmj-180	452	24	e	e	NOUN
ctmj-180	452	25	,	,	PUNCT
ctmj-180	452	26	rodríguez	rodríguez	NOUN
ctmj-180	452	27	-	-	PUNCT
ctmj-180	452	28	escaja	escaja	PROPN
ctmj-180	452	29	c	c	NOUN
ctmj-180	452	30	,	,	PUNCT
ctmj-180	452	31	et	et	PROPN
ctmj-180	452	32	al	al	PROPN
ctmj-180	452	33	.	.	PUNCT
ctmj-180	452	34	rate	rate	NOUN
ctmj-180	452	35	of	of	ADP
ctmj-180	452	36	missed	miss	VERB
ctmj-180	452	37	oesophageal	oesophageal	ADJ
ctmj-180	452	38	cancer	cancer	NOUN
ctmj-180	452	39	at	at	ADP
ctmj-180	452	40	routine	routine	ADJ
ctmj-180	452	41	endos	endo	NOUN
ctmj-180	452	42	copy	copy	VERB
ctmj-180	452	43	and	and	CCONJ
ctmj-180	452	44	survival	survival	NOUN
ctmj-180	452	45	outcomes	outcome	NOUN
ctmj-180	452	46	:	:	PUNCT
ctmj-180	452	47	a	a	DET
ctmj-180	452	48	multicentric	multicentric	ADJ
ctmj-180	452	49	cohort	cohort	NOUN
ctmj-180	452	50	study	study	NOUN
ctmj-180	452	51	.	.	PUNCT
ctmj-180	453	1	united	united	PROPN
ctmj-180	453	2	european	european	PROPN
ctmj-180	453	3	gastroenterol	gastroenterol	PROPN
ctmj-180	453	4	j	j	PROPN
ctmj-180	453	5	2019;7:189–198	2019;7:189–198	PROPN
ctmj-180	453	6	.	.	PUNCT
ctmj-180	454	1	doi	doi	PROPN
ctmj-180	454	2	:	:	PUNCT
ctmj-180	454	3	10.1177/	10.1177/	PROPN
ctmj-180	454	4	2050640618811477	2050640618811477	NUM
ctmj-180	454	5	.	.	PUNCT
ctmj-180	455	1	14	14	NUM
ctmj-180	455	2	.	.	PUNCT
ctmj-180	456	1	cai	cai	PROPN
ctmj-180	456	2	sl	sl	PROPN
ctmj-180	456	3	,	,	PUNCT
ctmj-180	456	4	li	li	PROPN
ctmj-180	456	5	b	b	PROPN
ctmj-180	456	6	,	,	PUNCT
ctmj-180	456	7	tan	tan	PROPN
ctmj-180	456	8	wm	wm	PROPN
ctmj-180	456	9	,	,	PUNCT
ctmj-180	456	10	niu	niu	PROPN
ctmj-180	456	11	xj	xj	PROPN
ctmj-180	456	12	,	,	PUNCT
ctmj-180	456	13	yu	yu	PROPN
ctmj-180	456	14	hh	hh	PROPN
ctmj-180	456	15	,	,	PUNCT
ctmj-180	456	16	yao	yao	PROPN
ctmj-180	456	17	lq	lq	VERB
ctmj-180	456	18	,	,	PUNCT
ctmj-180	456	19	et	et	PROPN
ctmj-180	456	20	al	al	PROPN
ctmj-180	456	21	.	.	PUNCT
ctmj-180	457	1	using	use	VERB
ctmj-180	457	2	a	a	DET
ctmj-180	457	3	deep	deep	ADJ
ctmj-180	457	4	learning	learning	NOUN
ctmj-180	457	5	system	system	NOUN
ctmj-180	457	6	in	in	ADP
ctmj-180	457	7	endoscopy	endoscopy	NOUN
ctmj-180	457	8	for	for	ADP
ctmj-180	457	9	screening	screening	NOUN
ctmj-180	457	10	of	of	ADP
ctmj-180	457	11	early	early	ADJ
ctmj-180	457	12	esoph	esoph	NOUN
ctmj-180	457	13	ageal	ageal	ADJ
ctmj-180	457	14	squamous	squamous	ADJ
ctmj-180	457	15	cell	cell	NOUN
ctmj-180	457	16	carcinoma	carcinoma	NOUN
ctmj-180	457	17	(	(	PUNCT
ctmj-180	457	18	with	with	ADP
ctmj-180	457	19	video	video	NOUN
ctmj-180	457	20	)	)	PUNCT
ctmj-180	457	21	.	.	PUNCT
ctmj-180	458	1	gastrointest	gastrointest	PROPN
ctmj-180	458	2	endosc	endosc	PROPN
ctmj-180	458	3	2019;90:745–753.e2	2019;90:745–753.e2	PROPN
ctmj-180	458	4	.	.	PUNCT
ctmj-180	459	1	doi	doi	PROPN
ctmj-180	459	2	:	:	PUNCT
ctmj-180	459	3	10.1016	10.1016	NUM
ctmj-180	459	4	/	/	SYM
ctmj-180	459	5	j.gie.2019.06.044	j.gie.2019.06.044	PROPN
ctmj-180	459	6	.	.	PROPN
ctmj-180	460	1	15	15	NUM
ctmj-180	460	2	.	.	PUNCT
ctmj-180	461	1	feng	feng	PROPN
ctmj-180	461	2	y	y	PROPN
ctmj-180	461	3	,	,	PUNCT
ctmj-180	461	4	liang	liang	PROPN
ctmj-180	461	5	y	y	PROPN
ctmj-180	461	6	,	,	PUNCT
ctmj-180	461	7	li	li	PROPN
ctmj-180	461	8	p	p	PROPN
ctmj-180	461	9	,	,	PUNCT
ctmj-180	461	10	long	long	ADJ
ctmj-180	461	11	q	q	NOUN
ctmj-180	461	12	,	,	PUNCT
ctmj-180	461	13	song	song	PROPN
ctmj-180	461	14	j	j	PROPN
ctmj-180	461	15	,	,	PUNCT
ctmj-180	461	16	li	li	PROPN
ctmj-180	461	17	m	m	PROPN
ctmj-180	461	18	,	,	PUNCT
ctmj-180	461	19	et	et	PROPN
ctmj-180	461	20	al	al	PROPN
ctmj-180	461	21	.	.	PUNCT
ctmj-180	462	1	artificial	artificial	ADJ
ctmj-180	462	2	intel	intel	PROPN
ctmj-180	462	3	ligence	ligence	NOUN
ctmj-180	462	4	assisted	assist	VERB
ctmj-180	462	5	detection	detection	NOUN
ctmj-180	462	6	of	of	ADP
ctmj-180	462	7	superficial	superficial	ADJ
ctmj-180	462	8	esophageal	esophageal	ADJ
ctmj-180	462	9	squamous	squamous	ADJ
ctmj-180	462	10	cell	cell	NOUN
ctmj-180	462	11	carcinoma	carcinoma	NOUN
ctmj-180	462	12	in	in	ADP
ctmj-180	462	13	white	white	ADJ
ctmj-180	462	14	-	-	PUNCT
ctmj-180	462	15	light	light	ADJ
ctmj-180	462	16	endoscopic	endoscopic	ADJ
ctmj-180	462	17	images	image	NOUN
ctmj-180	462	18	by	by	ADP
ctmj-180	462	19	using	use	VERB
ctmj-180	462	20	a	a	DET
ctmj-180	462	21	generalized	generalized	ADJ
ctmj-180	462	22	ctmj	ctmj	NOUN
ctmj-180	462	23	|	|	ADV
ctmj-180	462	24	traditionalmedicinejournals.com	traditionalmedicinejournals.com	X
ctmj-180	462	25	chinese	chinese	ADJ
ctmj-180	462	26	traditional	traditional	ADJ
ctmj-180	462	27	medicine	medicine	NOUN
ctmj-180	462	28	journal	journal	NOUN
ctmj-180	462	29	|	|	ADV
ctmj-180	462	30	2025	2025	NUM
ctmj-180	462	31	|	|	ADV
ctmj-180	462	32	vol	vol	NOUN
ctmj-180	462	33	8	8	NUM
ctmj-180	462	34	|issue	|issue	NOUN
ctmj-180	462	35	3	3	NUM
ctmj-180	462	36	44	44	NUM
ctmj-180	462	37	system	system	NOUN
ctmj-180	462	38	.	.	PUNCT
ctmj-180	463	1	discov	discov	PROPN
ctmj-180	463	2	oncol	oncol	ADJ
ctmj-180	463	3	2023;14:73	2023;14:73	NUM
ctmj-180	463	4	.	.	PUNCT
ctmj-180	464	1	doi	doi	NOUN
ctmj-180	464	2	:	:	PUNCT
ctmj-180	464	3	10.1007	10.1007	NUM
ctmj-180	464	4	/	/	SYM
ctmj-180	464	5	s12672	s12672	PROPN
ctmj-180	464	6	-	-	PUNCT
ctmj-180	464	7	023	023	NUM
ctmj-180	464	8	00694	00694	NUM
ctmj-180	464	9	-	-	SYM
ctmj-180	464	10	3	3	NUM
ctmj-180	464	11	.	.	NOUN
ctmj-180	464	12	16	16	NUM
ctmj-180	464	13	.	.	PUNCT
ctmj-180	464	14	tang	tang	PROPN
ctmj-180	465	1	d	d	PROPN
ctmj-180	465	2	,	,	PUNCT
ctmj-180	465	3	wang	wang	PROPN
ctmj-180	465	4	l	l	PROPN
ctmj-180	465	5	,	,	PUNCT
ctmj-180	465	6	jiang	jiang	PROPN
ctmj-180	465	7	j	j	PROPN
ctmj-180	465	8	,	,	PUNCT
ctmj-180	465	9	liu	liu	PROPN
ctmj-180	465	10	y	y	PROPN
ctmj-180	465	11	,	,	PUNCT
ctmj-180	465	12	ni	ni	PROPN
ctmj-180	465	13	m	m	PROPN
ctmj-180	465	14	,	,	PUNCT
ctmj-180	465	15	fu	fu	PROPN
ctmj-180	465	16	y	y	PROPN
ctmj-180	465	17	,	,	PUNCT
ctmj-180	465	18	et	et	PROPN
ctmj-180	465	19	al	al	PROPN
ctmj-180	465	20	.	.	PUNCT
ctmj-180	466	1	a	a	DET
ctmj-180	466	2	novel	novel	ADJ
ctmj-180	466	3	deep	deep	ADJ
ctmj-180	466	4	learning	learning	NOUN
ctmj-180	466	5	system	system	NOUN
ctmj-180	466	6	for	for	ADP
ctmj-180	466	7	diagnosing	diagnose	VERB
ctmj-180	466	8	early	early	ADJ
ctmj-180	466	9	esophageal	esophageal	ADJ
ctmj-180	466	10	squamous	squamous	ADJ
ctmj-180	466	11	cell	cell	NOUN
ctmj-180	466	12	car	car	NOUN
ctmj-180	466	13	cinoma	cinoma	NOUN
ctmj-180	466	14	:	:	PUNCT
ctmj-180	466	15	a	a	DET
ctmj-180	466	16	multicenter	multicenter	ADJ
ctmj-180	466	17	diagnostic	diagnostic	ADJ
ctmj-180	466	18	study	study	NOUN
ctmj-180	466	19	.	.	PUNCT
ctmj-180	467	1	clin	clin	PROPN
ctmj-180	467	2	transl	transl	PROPN
ctmj-180	467	3	gastroenterol	gastroenterol	PROPN
ctmj-180	467	4	2021;12	2021;12	NUM
ctmj-180	467	5	:	:	PUNCT
ctmj-180	467	6	e00393	e00393	NOUN
ctmj-180	467	7	.	.	PUNCT
ctmj-180	468	1	doi	doi	NOUN
ctmj-180	468	2	:	:	PUNCT
ctmj-180	468	3	10.14309	10.14309	NUM
ctmj-180	468	4	/	/	SYM
ctmj-180	468	5	ctg.0000000000000393	ctg.0000000000000393	NOUN
ctmj-180	468	6	.	.	PUNCT
ctmj-180	469	1	17	17	NUM
ctmj-180	469	2	.	.	PUNCT
ctmj-180	470	1	li	li	PROPN
ctmj-180	470	2	b	b	PROPN
ctmj-180	470	3	,	,	PUNCT
ctmj-180	470	4	cai	cai	PROPN
ctmj-180	470	5	sl	sl	PROPN
ctmj-180	470	6	,	,	PUNCT
ctmj-180	470	7	tan	tan	PROPN
ctmj-180	470	8	wm	wm	PROPN
ctmj-180	470	9	,	,	PUNCT
ctmj-180	470	10	li	li	PROPN
ctmj-180	470	11	jc	jc	PROPN
ctmj-180	470	12	,	,	PUNCT
ctmj-180	470	13	yalikong	yalikong	PROPN
ctmj-180	470	14	a	a	PRON
ctmj-180	470	15	,	,	PUNCT
ctmj-180	470	16	feng	feng	PROPN
ctmj-180	470	17	xs	xs	PROPN
ctmj-180	470	18	,	,	PUNCT
ctmj-180	470	19	et	et	PROPN
ctmj-180	470	20	al	al	PROPN
ctmj-180	470	21	.	.	PROPN
ctmj-180	470	22	com	com	PROPN
ctmj-180	470	23	parative	parative	ADJ
ctmj-180	470	24	study	study	NOUN
ctmj-180	470	25	on	on	ADP
ctmj-180	470	26	artificial	artificial	ADJ
ctmj-180	470	27	intelligence	intelligence	NOUN
ctmj-180	470	28	systems	system	NOUN
ctmj-180	470	29	for	for	ADP
ctmj-180	470	30	detecting	detect	VERB
ctmj-180	470	31	early	early	ADJ
ctmj-180	470	32	esophageal	esophageal	ADJ
ctmj-180	470	33	squamous	squamous	ADJ
ctmj-180	470	34	cell	cell	NOUN
ctmj-180	470	35	carcinoma	carcinoma	NOUN
ctmj-180	470	36	between	between	ADP
ctmj-180	470	37	narrow	narrow	ADJ
ctmj-180	470	38	-	-	PUNCT
ctmj-180	470	39	band	band	NOUN
ctmj-180	470	40	and	and	CCONJ
ctmj-180	470	41	white	white	ADJ
ctmj-180	470	42	-	-	PUNCT
ctmj-180	470	43	light	light	NOUN
ctmj-180	470	44	imaging	imaging	NOUN
ctmj-180	470	45	.	.	PUNCT
ctmj-180	471	1	world	world	PROPN
ctmj-180	471	2	j	j	PROPN
ctmj-180	471	3	gastroenterol	gastroenterol	PROPN
ctmj-180	471	4	2021;27:281–293	2021;27:281–293	PROPN
ctmj-180	471	5	.	.	PUNCT
ctmj-180	472	1	doi	doi	NOUN
ctmj-180	472	2	:	:	PUNCT
ctmj-180	472	3	10.3748	10.3748	NUM
ctmj-180	472	4	/	/	SYM
ctmj-180	472	5	wjg.v27.i3.281	wjg.v27.i3.281	PRON
ctmj-180	472	6	.	.	PUNCT
ctmj-180	473	1	18	18	NUM
ctmj-180	473	2	.	.	PUNCT
ctmj-180	474	1	kumagai	kumagai	NOUN
ctmj-180	474	2	y	y	PROPN
ctmj-180	474	3	,	,	PUNCT
ctmj-180	474	4	takubo	takubo	PROPN
ctmj-180	474	5	k	k	PROPN
ctmj-180	474	6	,	,	PUNCT
ctmj-180	474	7	kawada	kawada	PROPN
ctmj-180	474	8	k	k	PROPN
ctmj-180	474	9	,	,	PUNCT
ctmj-180	474	10	aoyama	aoyama	PROPN
ctmj-180	474	11	k	k	NOUN
ctmj-180	474	12	,	,	PUNCT
ctmj-180	474	13	endo	endo	PROPN
ctmj-180	474	14	y	y	PROPN
ctmj-180	474	15	,	,	PUNCT
ctmj-180	474	16	ozawa	ozawa	PROPN
ctmj-180	474	17	t	t	PROPN
ctmj-180	474	18	,	,	PUNCT
ctmj-180	475	1	et	et	PROPN
ctmj-180	475	2	al	al	PROPN
ctmj-180	475	3	.	.	PUNCT
ctmj-180	475	4	diagnosis	diagnosis	NOUN
ctmj-180	475	5	using	use	VERB
ctmj-180	475	6	deep	deep	ADJ
ctmj-180	475	7	-	-	PUNCT
ctmj-180	475	8	learning	learn	VERB
ctmj-180	475	9	artificial	artificial	ADJ
ctmj-180	475	10	intelligence	intelligence	NOUN
ctmj-180	475	11	based	base	VERB
ctmj-180	475	12	on	on	ADP
ctmj-180	475	13	the	the	DET
ctmj-180	475	14	endocytoscopic	endocytoscopic	NOUN
ctmj-180	475	15	observation	observation	NOUN
ctmj-180	475	16	of	of	ADP
ctmj-180	475	17	the	the	DET
ctmj-180	475	18	esophagus	esophagus	NOUN
ctmj-180	475	19	.	.	PUNCT
ctmj-180	476	1	esophagus	esophagus	PROPN
ctmj-180	476	2	2019;16:180–187	2019;16:180–187	PROPN
ctmj-180	476	3	.	.	PUNCT
ctmj-180	477	1	doi	doi	NOUN
ctmj-180	477	2	:	:	PUNCT
ctmj-180	477	3	10.1007	10.1007	NUM
ctmj-180	477	4	/	/	SYM
ctmj-180	477	5	s10388	s10388	VERB
ctmj-180	477	6	-	-	PUNCT
ctmj-180	477	7	018	018	NUM
ctmj-180	477	8	-	-	PUNCT
ctmj-180	477	9	0651	0651	NUM
ctmj-180	477	10	-	-	PUNCT
ctmj-180	477	11	7	7	NUM
ctmj-180	477	12	.	.	NOUN
ctmj-180	477	13	19	19	NUM
ctmj-180	477	14	.	.	PUNCT
ctmj-180	478	1	kumagai	kumagai	NOUN
ctmj-180	478	2	y	y	PROPN
ctmj-180	478	3	,	,	PUNCT
ctmj-180	478	4	takubo	takubo	PROPN
ctmj-180	478	5	k	k	PROPN
ctmj-180	478	6	,	,	PUNCT
ctmj-180	478	7	sato	sato	PROPN
ctmj-180	478	8	t	t	PROPN
ctmj-180	478	9	,	,	PUNCT
ctmj-180	478	10	ishikawa	ishikawa	PROPN
ctmj-180	478	11	h	h	PROPN
ctmj-180	478	12	,	,	PUNCT
ctmj-180	478	13	yamamoto	yamamoto	PROPN
ctmj-180	478	14	e	e	PROPN
ctmj-180	478	15	,	,	PUNCT
ctmj-180	478	16	ishig	ishig	PROPN
ctmj-180	478	17	uro	uro	PROPN
ctmj-180	478	18	t	t	PROPN
ctmj-180	478	19	,	,	PUNCT
ctmj-180	478	20	et	et	PROPN
ctmj-180	478	21	al	al	PROPN
ctmj-180	478	22	.	.	PUNCT
ctmj-180	478	23	ai	ai	VERB
ctmj-180	478	24	analysis	analysis	NOUN
ctmj-180	478	25	and	and	CCONJ
ctmj-180	478	26	modified	modify	VERB
ctmj-180	478	27	type	type	NOUN
ctmj-180	478	28	classification	classification	NOUN
ctmj-180	478	29	for	for	ADP
ctmj-180	478	30	endocytoscopic	endocytoscopic	NOUN
ctmj-180	478	31	observation	observation	NOUN
ctmj-180	478	32	of	of	ADP
ctmj-180	478	33	esophageal	esophageal	ADJ
ctmj-180	478	34	lesions	lesion	NOUN
ctmj-180	478	35	.	.	PUNCT
ctmj-180	479	1	dis	dis	PROPN
ctmj-180	479	2	esophagus	esophagus	PROPN
ctmj-180	479	3	2022;35	2022;35	NUM
ctmj-180	479	4	:	:	PUNCT
ctmj-180	479	5	doac010	doac010	PROPN
ctmj-180	479	6	.	.	PUNCT
ctmj-180	479	7	doi	doi	PROPN
ctmj-180	479	8	:	:	PUNCT
ctmj-180	479	9	10.1093	10.1093	NUM
ctmj-180	479	10	/	/	SYM
ctmj-180	479	11	dote	dote	VERB
ctmj-180	479	12	/	/	SYM
ctmj-180	479	13	doac010	doac010	PROPN
ctmj-180	479	14	.	.	PROPN
ctmj-180	480	1	20	20	NUM
ctmj-180	480	2	.	.	PUNCT
ctmj-180	481	1	horie	horie	PROPN
ctmj-180	481	2	y	y	PROPN
ctmj-180	481	3	,	,	PUNCT
ctmj-180	481	4	yoshio	yoshio	PROPN
ctmj-180	481	5	t	t	PROPN
ctmj-180	481	6	,	,	PUNCT
ctmj-180	481	7	aoyama	aoyama	PROPN
ctmj-180	481	8	k	k	PROPN
ctmj-180	481	9	,	,	PUNCT
ctmj-180	481	10	yoshimizu	yoshimizu	PROPN
ctmj-180	481	11	s	s	PART
ctmj-180	481	12	,	,	PUNCT
ctmj-180	481	13	horiuchi	horiuchi	PROPN
ctmj-180	481	14	y	y	PROPN
ctmj-180	481	15	,	,	PUNCT
ctmj-180	481	16	ishiyama	ishiyama	NOUN
ctmj-180	481	17	a	a	NOUN
ctmj-180	481	18	,	,	PUNCT
ctmj-180	481	19	et	et	PROPN
ctmj-180	481	20	al	al	PROPN
ctmj-180	481	21	.	.	PUNCT
ctmj-180	482	1	diagnostic	diagnostic	ADJ
ctmj-180	482	2	outcomes	outcome	NOUN
ctmj-180	482	3	of	of	ADP
ctmj-180	482	4	esophageal	esophageal	ADJ
ctmj-180	482	5	cancer	cancer	NOUN
ctmj-180	482	6	by	by	ADP
ctmj-180	482	7	artificial	artificial	ADJ
ctmj-180	482	8	intelligence	intelligence	NOUN
ctmj-180	482	9	using	use	VERB
ctmj-180	482	10	convolutional	convolutional	ADJ
ctmj-180	482	11	neural	neural	ADJ
ctmj-180	482	12	networks	network	NOUN
ctmj-180	482	13	.	.	PUNCT
ctmj-180	483	1	gastrointest	gastroint	ADJ
ctmj-180	483	2	endosc	endosc	ADJ
ctmj-180	483	3	2019;89:25–32	2019;89:25–32	NUM
ctmj-180	483	4	.	.	PUNCT
ctmj-180	484	1	doi	doi	NOUN
ctmj-180	484	2	:	:	PUNCT
ctmj-180	484	3	10.1016	10.1016	NUM
ctmj-180	484	4	/	/	SYM
ctmj-180	484	5	j.gie.2018.07.037	j.gie.2018.07.037	NOUN
ctmj-180	484	6	.	.	PUNCT
ctmj-180	485	1	21	21	NUM
ctmj-180	485	2	.	.	PUNCT
ctmj-180	486	1	meng	meng	PROPN
ctmj-180	486	2	qq	qq	PROPN
ctmj-180	486	3	,	,	PUNCT
ctmj-180	486	4	gao	gao	PROPN
ctmj-180	486	5	y	y	PROPN
ctmj-180	486	6	,	,	PUNCT
ctmj-180	486	7	lin	lin	PROPN
ctmj-180	486	8	h	h	PROPN
ctmj-180	486	9	,	,	PUNCT
ctmj-180	486	10	wang	wang	PROPN
ctmj-180	486	11	tj	tj	PROPN
ctmj-180	486	12	,	,	PUNCT
ctmj-180	486	13	zhang	zhang	PROPN
ctmj-180	486	14	yr	yr	PROPN
ctmj-180	486	15	,	,	PUNCT
ctmj-180	486	16	feng	feng	PROPN
ctmj-180	486	17	j	j	PROPN
ctmj-180	486	18	,	,	PUNCT
ctmj-180	486	19	et	et	PROPN
ctmj-180	486	20	al	al	PROPN
ctmj-180	486	21	.	.	PUNCT
ctmj-180	486	22	application	application	NOUN
ctmj-180	486	23	of	of	ADP
ctmj-180	486	24	an	an	DET
ctmj-180	486	25	artificial	artificial	ADJ
ctmj-180	486	26	intelligence	intelligence	NOUN
ctmj-180	486	27	system	system	NOUN
ctmj-180	486	28	for	for	ADP
ctmj-180	486	29	endoscopic	endoscopic	ADJ
ctmj-180	486	30	diagnosis	diagnosis	NOUN
ctmj-180	486	31	of	of	ADP
ctmj-180	486	32	superficial	superficial	ADJ
ctmj-180	486	33	esophageal	esophageal	ADJ
ctmj-180	486	34	squamous	squamous	ADJ
ctmj-180	486	35	cell	cell	NOUN
ctmj-180	486	36	carcinoma	carcinoma	NOUN
ctmj-180	486	37	.	.	PUNCT
ctmj-180	487	1	world	world	PROPN
ctmj-180	487	2	j	j	PROPN
ctmj-180	487	3	gastroenterol	gastroenterol	PROPN
ctmj-180	487	4	2022;28:5483–5493	2022;28:5483–5493	NUM
ctmj-180	487	5	.	.	PUNCT
ctmj-180	488	1	doi	doi	NOUN
ctmj-180	488	2	:	:	PUNCT
ctmj-180	488	3	10.3748	10.3748	NUM
ctmj-180	488	4	/	/	SYM
ctmj-180	488	5	wjg.v28.i37	wjg.v28.i37	NOUN
ctmj-180	488	6	.	.	PUNCT
ctmj-180	489	1	5483	5483	NUM
ctmj-180	489	2	.	.	PUNCT
ctmj-180	490	1	22	22	NUM
ctmj-180	490	2	.	.	PUNCT
ctmj-180	491	1	chou	chou	PROPN
ctmj-180	491	2	ck	ck	PROPN
ctmj-180	491	3	,	,	PUNCT
ctmj-180	491	4	nguyen	nguyen	PROPN
ctmj-180	491	5	ht	ht	PROPN
ctmj-180	491	6	,	,	PUNCT
ctmj-180	491	7	wang	wang	PROPN
ctmj-180	491	8	yk	yk	PROPN
ctmj-180	491	9	,	,	PUNCT
ctmj-180	491	10	chen	chen	PROPN
ctmj-180	491	11	th	th	PROPN
ctmj-180	491	12	,	,	PUNCT
ctmj-180	491	13	wu	wu	PROPN
ctmj-180	491	14	ic	ic	PROPN
ctmj-180	491	15	,	,	PUNCT
ctmj-180	491	16	huang	huang	PROPN
ctmj-180	491	17	cw	cw	PROPN
ctmj-180	491	18	,	,	PUNCT
ctmj-180	491	19	et	et	PROPN
ctmj-180	491	20	al	al	PROPN
ctmj-180	491	21	.	.	PUNCT
ctmj-180	492	1	preparing	prepare	VERB
ctmj-180	492	2	well	well	ADV
ctmj-180	492	3	for	for	ADP
ctmj-180	492	4	esophageal	esophageal	ADJ
ctmj-180	492	5	endoscopic	endoscopic	ADJ
ctmj-180	492	6	detection	detection	NOUN
ctmj-180	492	7	using	use	VERB
ctmj-180	492	8	a	a	DET
ctmj-180	492	9	hybrid	hybrid	ADJ
ctmj-180	492	10	model	model	NOUN
ctmj-180	492	11	and	and	CCONJ
ctmj-180	492	12	transfer	transfer	NOUN
ctmj-180	492	13	learning	learning	NOUN
ctmj-180	492	14	.	.	PUNCT
ctmj-180	493	1	cancers	cancer	NOUN
ctmj-180	493	2	(	(	PUNCT
ctmj-180	493	3	basel	basel	PROPN
ctmj-180	493	4	)	)	PUNCT
ctmj-180	493	5	2023;15:3783	2023;15:3783	PROPN
ctmj-180	493	6	.	.	PUNCT
ctmj-180	493	7	doi	doi	NOUN
ctmj-180	493	8	:	:	PUNCT
ctmj-180	493	9	10.3390	10.3390	NUM
ctmj-180	493	10	/	/	SYM
ctmj-180	493	11	cancers15153783	cancers15153783	NOUN
ctmj-180	493	12	.	.	PROPN
ctmj-180	493	13	23	23	NUM
ctmj-180	493	14	.	.	PUNCT
ctmj-180	494	1	ikenoyama	ikenoyama	PROPN
ctmj-180	494	2	y	y	PROPN
ctmj-180	494	3	,	,	PUNCT
ctmj-180	494	4	yoshio	yoshio	PROPN
ctmj-180	494	5	t	t	PROPN
ctmj-180	494	6	,	,	PUNCT
ctmj-180	494	7	tokura	tokura	PROPN
ctmj-180	494	8	j	j	PROPN
ctmj-180	494	9	,	,	PUNCT
ctmj-180	494	10	naito	naito	PROPN
ctmj-180	494	11	s	s	PROPN
ctmj-180	494	12	,	,	PUNCT
ctmj-180	494	13	namikawa	namikawa	PROPN
ctmj-180	494	14	k	k	PROPN
ctmj-180	494	15	,	,	PUNCT
ctmj-180	494	16	tokai	tokai	PROPN
ctmj-180	494	17	y	y	PROPN
ctmj-180	494	18	,	,	PUNCT
ctmj-180	494	19	et	et	PROPN
ctmj-180	494	20	al	al	PROPN
ctmj-180	494	21	.	.	PUNCT
ctmj-180	494	22	artificial	artificial	ADJ
ctmj-180	494	23	intelligence	intelligence	NOUN
ctmj-180	494	24	diagnostic	diagnostic	ADJ
ctmj-180	494	25	system	system	NOUN
ctmj-180	494	26	predicts	predict	VERB
ctmj-180	494	27	multiple	multiple	ADJ
ctmj-180	494	28	lugol	lugol	NOUN
ctmj-180	494	29	-	-	PUNCT
ctmj-180	494	30	voiding	void	VERB
ctmj-180	494	31	lesions	lesion	NOUN
ctmj-180	494	32	in	in	ADP
ctmj-180	494	33	the	the	DET
ctmj-180	494	34	esophagus	esophagus	NOUN
ctmj-180	494	35	and	and	CCONJ
ctmj-180	494	36	patients	patient	NOUN
ctmj-180	494	37	at	at	ADP
ctmj-180	494	38	high	high	ADJ
ctmj-180	494	39	risk	risk	NOUN
ctmj-180	494	40	for	for	ADP
ctmj-180	494	41	esophageal	esophageal	ADJ
ctmj-180	494	42	squamous	squamous	ADJ
ctmj-180	494	43	cell	cell	NOUN
ctmj-180	494	44	carcinoma	carcinoma	NOUN
ctmj-180	494	45	.	.	PUNCT
ctmj-180	495	1	endoscopy	endoscopy	VERB
ctmj-180	495	2	2021;53:1105	2021;53:1105	NUM
ctmj-180	495	3	–	–	PUNCT
ctmj-180	495	4	1113	1113	NUM
ctmj-180	495	5	.	.	PUNCT
ctmj-180	496	1	doi	doi	NOUN
ctmj-180	496	2	:	:	PUNCT
ctmj-180	496	3	10.1055	10.1055	NUM
ctmj-180	496	4	/	/	SYM
ctmj-180	496	5	a-1334	a-1334	PROPN
ctmj-180	496	6	-	-	PUNCT
ctmj-180	496	7	4053	4053	NUM
ctmj-180	496	8	.	.	PUNCT
ctmj-180	497	1	24	24	NUM
ctmj-180	497	2	.	.	PUNCT
ctmj-180	497	3	ohmori	ohmori	PROPN
ctmj-180	497	4	m	m	PROPN
ctmj-180	497	5	,	,	PUNCT
ctmj-180	497	6	ishihara	ishihara	PROPN
ctmj-180	497	7	r	r	PROPN
ctmj-180	497	8	,	,	PUNCT
ctmj-180	497	9	aoyama	aoyama	PROPN
ctmj-180	497	10	k	k	PROPN
ctmj-180	497	11	,	,	PUNCT
ctmj-180	497	12	nakagawa	nakagawa	PROPN
ctmj-180	497	13	k	k	PROPN
ctmj-180	497	14	,	,	PUNCT
ctmj-180	497	15	iwagami	iwagami	PROPN
ctmj-180	497	16	h	h	NOUN
ctmj-180	497	17	,	,	PUNCT
ctmj-180	497	18	matsuura	matsuura	PROPN
ctmj-180	497	19	n	n	CCONJ
ctmj-180	497	20	,	,	PUNCT
ctmj-180	497	21	et	et	PROPN
ctmj-180	497	22	al	al	PROPN
ctmj-180	497	23	.	.	PROPN
ctmj-180	497	24	endoscopic	endoscopic	ADJ
ctmj-180	497	25	detection	detection	NOUN
ctmj-180	497	26	and	and	CCONJ
ctmj-180	497	27	differentiation	differentiation	NOUN
ctmj-180	497	28	of	of	ADP
ctmj-180	497	29	eso	eso	PRON
ctmj-180	497	30	phageal	phageal	ADJ
ctmj-180	497	31	lesions	lesion	NOUN
ctmj-180	497	32	using	use	VERB
ctmj-180	497	33	a	a	DET
ctmj-180	497	34	deep	deep	ADJ
ctmj-180	497	35	neural	neural	ADJ
ctmj-180	497	36	network	network	NOUN
ctmj-180	497	37	.	.	PUNCT
ctmj-180	498	1	gastrointest	gastrointest	ADJ
ctmj-180	498	2	endosc	endosc	PROPN
ctmj-180	498	3	2020;91:301–309.e1	2020;91:301–309.e1	NUM
ctmj-180	498	4	.	.	PUNCT
ctmj-180	499	1	doi	doi	NOUN
ctmj-180	499	2	:	:	PUNCT
ctmj-180	499	3	10.1016	10.1016	NUM
ctmj-180	499	4	/	/	SYM
ctmj-180	499	5	j.gie.2019.09.034	j.gie.2019.09.034	PROPN
ctmj-180	499	6	.	.	PUNCT
ctmj-180	500	1	25	25	NUM
ctmj-180	500	2	.	.	X
ctmj-180	500	3	fukuda	fukuda	PROPN
ctmj-180	500	4	h	h	PROPN
ctmj-180	500	5	,	,	PUNCT
ctmj-180	500	6	ishihara	ishihara	PROPN
ctmj-180	500	7	r	r	PROPN
ctmj-180	500	8	,	,	PUNCT
ctmj-180	500	9	kato	kato	PROPN
ctmj-180	500	10	y	y	PROPN
ctmj-180	500	11	,	,	PUNCT
ctmj-180	500	12	matsunaga	matsunaga	PROPN
ctmj-180	500	13	t	t	PROPN
ctmj-180	500	14	,	,	PUNCT
ctmj-180	500	15	nishida	nishida	PROPN
ctmj-180	500	16	t	t	PROPN
ctmj-180	500	17	,	,	PUNCT
ctmj-180	500	18	yamada	yamada	PROPN
ctmj-180	500	19	t	t	PROPN
ctmj-180	500	20	,	,	PUNCT
ctmj-180	500	21	et	et	PROPN
ctmj-180	500	22	al	al	PROPN
ctmj-180	500	23	.	.	PROPN
ctmj-180	500	24	comparison	comparison	NOUN
ctmj-180	500	25	of	of	ADP
ctmj-180	500	26	performances	performance	NOUN
ctmj-180	500	27	of	of	ADP
ctmj-180	500	28	artificial	artificial	ADJ
ctmj-180	500	29	intelligence	intelligence	NOUN
ctmj-180	500	30	versus	versus	ADP
ctmj-180	500	31	expert	expert	NOUN
ctmj-180	500	32	endoscopists	endoscopist	NOUN
ctmj-180	500	33	for	for	ADP
ctmj-180	500	34	real	real	ADJ
ctmj-180	500	35	-	-	PUNCT
ctmj-180	500	36	time	time	NOUN
ctmj-180	500	37	assisted	assist	VERB
ctmj-180	500	38	diagnosis	diagnosis	NOUN
ctmj-180	500	39	of	of	ADP
ctmj-180	500	40	esopha	esopha	PROPN
ctmj-180	500	41	geal	geal	NOUN
ctmj-180	500	42	squamous	squamous	ADJ
ctmj-180	500	43	cell	cell	NOUN
ctmj-180	500	44	carcinoma	carcinoma	NOUN
ctmj-180	500	45	(	(	PUNCT
ctmj-180	500	46	with	with	ADP
ctmj-180	500	47	video	video	NOUN
ctmj-180	500	48	)	)	PUNCT
ctmj-180	500	49	.	.	PUNCT
ctmj-180	501	1	gastrointest	gastroint	ADJ
ctmj-180	501	2	endosc	endosc	ADJ
ctmj-180	501	3	2020;92:848–855	2020;92:848–855	PROPN
ctmj-180	501	4	.	.	PUNCT
ctmj-180	501	5	doi	doi	NOUN
ctmj-180	501	6	:	:	PUNCT
ctmj-180	501	7	10.1016	10.1016	NUM
ctmj-180	501	8	/	/	SYM
ctmj-180	501	9	j.gie.2020.05.043	j.gie.2020.05.043	PROPN
ctmj-180	501	10	.	.	PROPN
ctmj-180	502	1	26	26	NUM
ctmj-180	502	2	.	.	PUNCT
ctmj-180	502	3	tajiri	tajiri	PROPN
ctmj-180	502	4	a	a	PROPN
ctmj-180	502	5	,	,	PUNCT
ctmj-180	502	6	ishihara	ishihara	PROPN
ctmj-180	502	7	r	r	PROPN
ctmj-180	502	8	,	,	PUNCT
ctmj-180	502	9	kato	kato	PROPN
ctmj-180	502	10	y	y	PROPN
ctmj-180	502	11	,	,	PUNCT
ctmj-180	502	12	inoue	inoue	PROPN
ctmj-180	502	13	t	t	PROPN
ctmj-180	502	14	,	,	PUNCT
ctmj-180	502	15	matsueda	matsueda	PROPN
ctmj-180	502	16	k	k	PROPN
ctmj-180	502	17	,	,	PUNCT
ctmj-180	502	18	miyake	miyake	PROPN
ctmj-180	502	19	m	m	PROPN
ctmj-180	502	20	,	,	PUNCT
ctmj-180	502	21	et	et	PROPN
ctmj-180	502	22	al	al	PROPN
ctmj-180	502	23	.	.	PUNCT
ctmj-180	502	24	utility	utility	NOUN
ctmj-180	502	25	of	of	ADP
ctmj-180	502	26	an	an	DET
ctmj-180	502	27	artificial	artificial	ADJ
ctmj-180	502	28	intelligence	intelligence	NOUN
ctmj-180	502	29	system	system	NOUN
ctmj-180	502	30	for	for	ADP
ctmj-180	502	31	classification	classification	NOUN
ctmj-180	502	32	of	of	ADP
ctmj-180	502	33	esophageal	esophageal	ADJ
ctmj-180	502	34	lesions	lesion	NOUN
ctmj-180	502	35	when	when	SCONJ
ctmj-180	502	36	simulating	simulate	VERB
ctmj-180	502	37	its	its	PRON
ctmj-180	502	38	clinical	clinical	ADJ
ctmj-180	502	39	use	use	NOUN
ctmj-180	502	40	.	.	PUNCT
ctmj-180	503	1	sci	sci	PROPN
ctmj-180	503	2	rep	rep	PROPN
ctmj-180	503	3	2022;12:6677	2022;12:6677	PROPN
ctmj-180	503	4	.	.	PUNCT
ctmj-180	504	1	doi	doi	NOUN
ctmj-180	504	2	:	:	PUNCT
ctmj-180	504	3	10.1038	10.1038	NUM
ctmj-180	504	4	/	/	SYM
ctmj-180	504	5	s41598	s41598	NOUN
ctmj-180	504	6	-	-	PUNCT
ctmj-180	504	7	022	022	NUM
ctmj-180	504	8	-	-	PUNCT
ctmj-180	504	9	10739	10739	NUM
ctmj-180	504	10	-	-	SYM
ctmj-180	504	11	2	2	NUM
ctmj-180	504	12	.	.	NOUN
ctmj-180	504	13	27	27	NUM
ctmj-180	504	14	.	.	PUNCT
ctmj-180	505	1	tani	tani	PROPN
ctmj-180	505	2	y	y	PROPN
ctmj-180	505	3	,	,	PUNCT
ctmj-180	505	4	ishihara	ishihara	PROPN
ctmj-180	505	5	r	r	PROPN
ctmj-180	505	6	,	,	PUNCT
ctmj-180	505	7	inoue	inoue	PROPN
ctmj-180	505	8	t	t	PROPN
ctmj-180	505	9	,	,	PUNCT
ctmj-180	505	10	okubo	okubo	PROPN
ctmj-180	505	11	y	y	PROPN
ctmj-180	505	12	,	,	PUNCT
ctmj-180	505	13	kawakami	kawakami	PROPN
ctmj-180	505	14	y	y	PROPN
ctmj-180	505	15	,	,	PUNCT
ctmj-180	505	16	matsueda	matsueda	PROPN
ctmj-180	505	17	k	k	PROPN
ctmj-180	505	18	,	,	PUNCT
ctmj-180	505	19	et	et	PROPN
ctmj-180	505	20	al	al	PROPN
ctmj-180	505	21	.	.	PUNCT
ctmj-180	506	1	a	a	DET
ctmj-180	506	2	single	single	ADJ
ctmj-180	506	3	-	-	PUNCT
ctmj-180	506	4	center	center	NOUN
ctmj-180	506	5	prospective	prospective	ADJ
ctmj-180	506	6	study	study	NOUN
ctmj-180	506	7	evaluating	evaluate	VERB
ctmj-180	506	8	the	the	DET
ctmj-180	506	9	usefulness	usefulness	NOUN
ctmj-180	506	10	of	of	ADP
ctmj-180	506	11	artificial	artificial	ADJ
ctmj-180	506	12	intelligence	intelligence	NOUN
ctmj-180	506	13	for	for	ADP
ctmj-180	506	14	the	the	DET
ctmj-180	506	15	diagnosis	diagnosis	NOUN
ctmj-180	506	16	of	of	ADP
ctmj-180	506	17	esophageal	esophageal	ADJ
ctmj-180	506	18	squamous	squamous	ADJ
ctmj-180	506	19	cell	cell	NOUN
ctmj-180	506	20	carcinoma	carcinoma	NOUN
ctmj-180	506	21	in	in	ADP
ctmj-180	506	22	a	a	DET
ctmj-180	506	23	real	real	ADJ
ctmj-180	506	24	-	-	PUNCT
ctmj-180	506	25	time	time	NOUN
ctmj-180	506	26	setting	setting	NOUN
ctmj-180	506	27	.	.	PUNCT
ctmj-180	507	1	bmc	bmc	ADJ
ctmj-180	507	2	gastroenterol	gastroenterol	NOUN
ctmj-180	507	3	2023;23:184	2023;23:184	PROPN
ctmj-180	507	4	.	.	PUNCT
ctmj-180	508	1	doi	doi	NOUN
ctmj-180	508	2	:	:	PUNCT
ctmj-180	508	3	10.1186	10.1186	NUM
ctmj-180	508	4	/	/	SYM
ctmj-180	508	5	s12876	s12876	PROPN
ctmj-180	508	6	-	-	PUNCT
ctmj-180	508	7	023	023	NUM
ctmj-180	508	8	-	-	PUNCT
ctmj-180	508	9	02788	02788	NUM
ctmj-180	508	10	-	-	SYM
ctmj-180	508	11	2	2	NUM
ctmj-180	508	12	.	.	NOUN
ctmj-180	508	13	28	28	NUM
ctmj-180	508	14	.	.	PUNCT
ctmj-180	509	1	aoyama	aoyama	PROPN
ctmj-180	509	2	n	n	CCONJ
ctmj-180	509	3	,	,	PUNCT
ctmj-180	509	4	nakajo	nakajo	PROPN
ctmj-180	509	5	k	k	PROPN
ctmj-180	509	6	,	,	PUNCT
ctmj-180	509	7	inaba	inaba	PROPN
ctmj-180	509	8	a	a	PROPN
ctmj-180	509	9	,	,	PUNCT
ctmj-180	509	10	takashima	takashima	PROPN
ctmj-180	509	11	k	k	PROPN
ctmj-180	509	12	,	,	PUNCT
ctmj-180	509	13	kadota	kadota	PROPN
ctmj-180	509	14	t	t	PROPN
ctmj-180	509	15	,	,	PUNCT
ctmj-180	509	16	yoda	yoda	PROPN
ctmj-180	510	1	y	y	PROPN
ctmj-180	510	2	,	,	PUNCT
ctmj-180	510	3	et	et	PROPN
ctmj-180	510	4	al	al	PROPN
ctmj-180	510	5	.	.	PUNCT
ctmj-180	511	1	real	real	ADJ
ctmj-180	511	2	-	-	PUNCT
ctmj-180	511	3	time	time	NOUN
ctmj-180	511	4	detection	detection	NOUN
ctmj-180	511	5	of	of	ADP
ctmj-180	511	6	superficial	superficial	ADJ
ctmj-180	511	7	esophageal	esophageal	ADJ
ctmj-180	511	8	squamous	squamous	ADJ
ctmj-180	511	9	cell	cell	NOUN
ctmj-180	511	10	carcinoma	carcinoma	NOUN
ctmj-180	511	11	by	by	ADP
ctmj-180	511	12	artificial	artificial	ADJ
ctmj-180	511	13	intelligence	intelligence	NOUN
ctmj-180	511	14	using	use	VERB
ctmj-180	511	15	endoscopic	endoscopic	ADJ
ctmj-180	511	16	videos	video	NOUN
ctmj-180	511	17	.	.	PUNCT
ctmj-180	512	1	gastrointest	gastrointest	PROPN
ctmj-180	512	2	endosco	endosco	ADJ
ctmj-180	512	3	2022;95	2022;95	NUM
ctmj-180	512	4	:	:	PUNCT
ctmj-180	512	5	ab251	ab251	PROPN
ctmj-180	512	6	–	–	PUNCT
ctmj-180	512	7	ab252	ab252	PROPN
ctmj-180	512	8	.	.	PUNCT
ctmj-180	513	1	doi	doi	PROPN
ctmj-180	513	2	:	:	PUNCT
ctmj-180	513	3	10.1016	10.1016	NUM
ctmj-180	513	4	/	/	SYM
ctmj-180	513	5	j.	j.	PROPN
ctmj-180	513	6	gie.2022.04.653	gie.2022.04.653	PROPN
ctmj-180	513	7	.	.	PUNCT
ctmj-180	514	1	29	29	NUM
ctmj-180	514	2	.	.	PUNCT
ctmj-180	515	1	shiroma	shiroma	PROPN
ctmj-180	515	2	s	s	PROPN
ctmj-180	515	3	,	,	PUNCT
ctmj-180	515	4	yoshio	yoshio	PROPN
ctmj-180	515	5	t	t	PROPN
ctmj-180	515	6	,	,	PUNCT
ctmj-180	515	7	kato	kato	PROPN
ctmj-180	515	8	y	y	PROPN
ctmj-180	515	9	,	,	PUNCT
ctmj-180	515	10	horie	horie	PROPN
ctmj-180	515	11	y	y	PROPN
ctmj-180	515	12	,	,	PUNCT
ctmj-180	515	13	namikawa	namikawa	PROPN
ctmj-180	515	14	k	k	PROPN
ctmj-180	515	15	,	,	PUNCT
ctmj-180	515	16	tokai	tokai	PROPN
ctmj-180	515	17	y	y	PROPN
ctmj-180	515	18	,	,	PUNCT
ctmj-180	515	19	et	et	PROPN
ctmj-180	515	20	al	al	PROPN
ctmj-180	515	21	.	.	PUNCT
ctmj-180	515	22	ability	ability	NOUN
ctmj-180	515	23	of	of	ADP
ctmj-180	515	24	artificial	artificial	ADJ
ctmj-180	515	25	intelligence	intelligence	NOUN
ctmj-180	515	26	to	to	PART
ctmj-180	515	27	detect	detect	VERB
ctmj-180	515	28	t1	t1	NUM
ctmj-180	515	29	esophageal	esophageal	PROPN
ctmj-180	515	30	squa	squa	PROPN
ctmj-180	515	31	mous	mous	PROPN
ctmj-180	515	32	cell	cell	NOUN
ctmj-180	515	33	carcinoma	carcinoma	NOUN
ctmj-180	515	34	from	from	ADP
ctmj-180	515	35	endoscopic	endoscopic	ADJ
ctmj-180	515	36	videos	video	NOUN
ctmj-180	515	37	and	and	CCONJ
ctmj-180	515	38	the	the	DET
ctmj-180	515	39	effects	effect	NOUN
ctmj-180	515	40	of	of	ADP
ctmj-180	515	41	real	real	ADJ
ctmj-180	515	42	-	-	PUNCT
ctmj-180	515	43	time	time	NOUN
ctmj-180	515	44	assistance	assistance	NOUN
ctmj-180	515	45	.	.	PUNCT
ctmj-180	516	1	sci	sci	PROPN
ctmj-180	516	2	rep	rep	PROPN
ctmj-180	516	3	2021;11:7759	2021;11:7759	PROPN
ctmj-180	516	4	.	.	PUNCT
ctmj-180	516	5	doi	doi	NOUN
ctmj-180	516	6	:	:	PUNCT
ctmj-180	516	7	10.1038	10.1038	NUM
ctmj-180	516	8	/	/	SYM
ctmj-180	517	1	s41598	s41598	NUM
ctmj-180	517	2	021	021	NUM
ctmj-180	517	3	-	-	PUNCT
ctmj-180	517	4	87405	87405	NUM
ctmj-180	517	5	-	-	PUNCT
ctmj-180	517	6	6	6	NUM
ctmj-180	517	7	.	.	NOUN
ctmj-180	517	8	30	30	NUM
ctmj-180	517	9	.	.	PUNCT
ctmj-180	518	1	waki	waki	PROPN
ctmj-180	518	2	k	k	PROPN
ctmj-180	518	3	,	,	PUNCT
ctmj-180	518	4	ishihara	ishihara	PROPN
ctmj-180	518	5	r	r	PROPN
ctmj-180	518	6	,	,	PUNCT
ctmj-180	518	7	kato	kato	PROPN
ctmj-180	518	8	y	y	PROPN
ctmj-180	518	9	,	,	PUNCT
ctmj-180	518	10	shoji	shoji	PROPN
ctmj-180	518	11	a	a	NOUN
ctmj-180	518	12	,	,	PUNCT
ctmj-180	518	13	inoue	inoue	PROPN
ctmj-180	518	14	t	t	PROPN
ctmj-180	518	15	,	,	PUNCT
ctmj-180	518	16	matsueda	matsueda	PROPN
ctmj-180	518	17	k	k	PROPN
ctmj-180	518	18	,	,	PUNCT
ctmj-180	518	19	et	et	PROPN
ctmj-180	518	20	al	al	PROPN
ctmj-180	518	21	.	.	PUNCT
ctmj-180	518	22	usefulness	usefulness	NOUN
ctmj-180	518	23	of	of	ADP
ctmj-180	518	24	an	an	DET
ctmj-180	518	25	artificial	artificial	ADJ
ctmj-180	518	26	intelligence	intelligence	NOUN
ctmj-180	518	27	system	system	NOUN
ctmj-180	518	28	for	for	ADP
ctmj-180	518	29	the	the	DET
ctmj-180	518	30	detection	detection	NOUN
ctmj-180	518	31	of	of	ADP
ctmj-180	518	32	esophageal	esophageal	ADJ
ctmj-180	518	33	squamous	squamous	ADJ
ctmj-180	518	34	cell	cell	NOUN
ctmj-180	518	35	carcinoma	carcinoma	NOUN
ctmj-180	518	36	evaluated	evaluate	VERB
ctmj-180	518	37	with	with	ADP
ctmj-180	518	38	videos	video	NOUN
ctmj-180	518	39	simu	simu	VERB
ctmj-180	518	40	lating	late	VERB
ctmj-180	518	41	overlooking	overlook	VERB
ctmj-180	518	42	situation	situation	NOUN
ctmj-180	518	43	.	.	PUNCT
ctmj-180	519	1	dig	dig	VERB
ctmj-180	519	2	endosc	endosc	NOUN
ctmj-180	519	3	2021;33:1101–1109	2021;33:1101–1109	NUM
ctmj-180	519	4	.	.	PUNCT
ctmj-180	520	1	doi	doi	NOUN
ctmj-180	520	2	:	:	PUNCT
ctmj-180	520	3	10.1111	10.1111	NUM
ctmj-180	520	4	/	/	SYM
ctmj-180	520	5	den.13934	den.13934	NOUN
ctmj-180	520	6	.	.	X
ctmj-180	521	1	31	31	NUM
ctmj-180	521	2	.	.	PUNCT
ctmj-180	522	1	gruner	gruner	PROPN
ctmj-180	522	2	m	m	PROPN
ctmj-180	522	3	,	,	PUNCT
ctmj-180	522	4	denis	denis	PROPN
ctmj-180	522	5	a	a	PRON
ctmj-180	522	6	,	,	PUNCT
ctmj-180	522	7	masliah	masliah	PROPN
ctmj-180	522	8	c	c	PROPN
ctmj-180	522	9	,	,	PUNCT
ctmj-180	522	10	amil	amil	PROPN
ctmj-180	522	11	m	m	PROPN
ctmj-180	522	12	,	,	PUNCT
ctmj-180	522	13	metivier	metivier	NOUN
ctmj-180	522	14	-	-	PUNCT
ctmj-180	522	15	cesbron	cesbron	NOUN
ctmj-180	522	16	e	e	NOUN
ctmj-180	522	17	,	,	PUNCT
ctmj-180	522	18	luet	luet	PROPN
ctmj-180	522	19	d	d	PROPN
ctmj-180	522	20	,	,	PUNCT
ctmj-180	522	21	et	et	PROPN
ctmj-180	522	22	al	al	PROPN
ctmj-180	522	23	.	.	PROPN
ctmj-180	522	24	narrow	narrow	ADJ
ctmj-180	522	25	-	-	PUNCT
ctmj-180	522	26	band	band	NOUN
ctmj-180	522	27	imaging	imaging	NOUN
ctmj-180	522	28	versus	versus	ADP
ctmj-180	522	29	lugol	lugol	NOUN
ctmj-180	522	30	chromoendoscopy	chromoendoscopy	NOUN
ctmj-180	522	31	for	for	ADP
ctmj-180	522	32	esophageal	esophageal	ADJ
ctmj-180	522	33	squamous	squamous	ADJ
ctmj-180	522	34	cell	cell	NOUN
ctmj-180	522	35	cancer	cancer	NOUN
ctmj-180	522	36	screening	screening	NOUN
ctmj-180	522	37	in	in	ADP
ctmj-180	522	38	normal	normal	ADJ
ctmj-180	522	39	endoscopic	endoscopic	ADJ
ctmj-180	522	40	practice	practice	NOUN
ctmj-180	522	41	:	:	PUNCT
ctmj-180	522	42	randomized	randomize	VERB
ctmj-180	522	43	controlled	control	VERB
ctmj-180	522	44	trial	trial	NOUN
ctmj-180	522	45	.	.	PUNCT
ctmj-180	523	1	endoscopy	endoscopy	VERB
ctmj-180	523	2	2021;53:674	2021;53:674	NUM
ctmj-180	523	3	–	–	PUNCT
ctmj-180	523	4	682	682	NUM
ctmj-180	523	5	.	.	PUNCT
ctmj-180	524	1	doi	doi	NOUN
ctmj-180	524	2	:	:	PUNCT
ctmj-180	524	3	10.1055	10.1055	NUM
ctmj-180	524	4	/	/	SYM
ctmj-180	524	5	a-1224	a-1224	PROPN
ctmj-180	524	6	-	-	PUNCT
ctmj-180	524	7	6822	6822	NUM
ctmj-180	524	8	.	.	PUNCT
ctmj-180	525	1	32	32	NUM
ctmj-180	525	2	.	.	PUNCT
ctmj-180	525	3	morita	morita	PROPN
ctmj-180	525	4	fh	fh	PROPN
ctmj-180	525	5	,	,	PUNCT
ctmj-180	525	6	bernardo	bernardo	PROPN
ctmj-180	525	7	wm	wm	PROPN
ctmj-180	525	8	,	,	PUNCT
ctmj-180	525	9	ide	ide	PROPN
ctmj-180	525	10	e	e	NOUN
ctmj-180	525	11	,	,	PUNCT
ctmj-180	525	12	rocha	rocha	PROPN
ctmj-180	525	13	rs	rs	PROPN
ctmj-180	525	14	,	,	PUNCT
ctmj-180	525	15	aquino	aquino	PROPN
ctmj-180	525	16	jc	jc	PROPN
ctmj-180	525	17	,	,	PUNCT
ctmj-180	525	18	minata	minata	PROPN
ctmj-180	525	19	mk	mk	PROPN
ctmj-180	525	20	,	,	PUNCT
ctmj-180	525	21	et	et	PROPN
ctmj-180	525	22	al	al	PROPN
ctmj-180	525	23	.	.	PROPN
ctmj-180	525	24	narrow	narrow	ADJ
ctmj-180	525	25	band	band	NOUN
ctmj-180	525	26	imaging	imaging	NOUN
ctmj-180	525	27	versus	versus	ADP
ctmj-180	525	28	lugol	lugol	NOUN
ctmj-180	525	29	chromoendoscopy	chromoendoscopy	NOUN
ctmj-180	525	30	to	to	PART
ctmj-180	525	31	diagnose	diagnose	VERB
ctmj-180	525	32	squamous	squamous	ADJ
ctmj-180	525	33	cell	cell	NOUN
ctmj-180	525	34	carcinoma	carcinoma	NOUN
ctmj-180	525	35	of	of	ADP
ctmj-180	525	36	the	the	DET
ctmj-180	525	37	esophagus	esophagus	NOUN
ctmj-180	525	38	:	:	PUNCT
ctmj-180	525	39	a	a	DET
ctmj-180	525	40	sys	sys	NOUN
ctmj-180	525	41	tematic	tematic	ADJ
ctmj-180	525	42	review	review	NOUN
ctmj-180	525	43	and	and	CCONJ
ctmj-180	525	44	meta	meta	ADJ
ctmj-180	525	45	-	-	PUNCT
ctmj-180	525	46	analysis	analysis	NOUN
ctmj-180	525	47	.	.	PUNCT
ctmj-180	526	1	bmc	bmc	ADJ
ctmj-180	526	2	cancer	cancer	NOUN
ctmj-180	526	3	2017;17:54	2017;17:54	PROPN
ctmj-180	526	4	.	.	PUNCT
ctmj-180	527	1	doi	doi	NOUN
ctmj-180	527	2	:	:	PUNCT
ctmj-180	527	3	10.1186	10.1186	NUM
ctmj-180	527	4	/	/	SYM
ctmj-180	527	5	s12885	s12885	NOUN
ctmj-180	527	6	-	-	PUNCT
ctmj-180	527	7	016	016	NUM
ctmj-180	527	8	-	-	PUNCT
ctmj-180	527	9	3011	3011	NUM
ctmj-180	527	10	-	-	PUNCT
ctmj-180	527	11	9	9	NUM
ctmj-180	527	12	.	.	NOUN
ctmj-180	527	13	33	33	NUM
ctmj-180	527	14	.	.	PUNCT
ctmj-180	528	1	nagami	nagami	PROPN
ctmj-180	528	2	y	y	PROPN
ctmj-180	528	3	,	,	PUNCT
ctmj-180	528	4	tominaga	tominaga	NOUN
ctmj-180	528	5	k	k	NOUN
ctmj-180	528	6	,	,	PUNCT
ctmj-180	528	7	machida	machida	PROPN
ctmj-180	528	8	h	h	PROPN
ctmj-180	528	9	,	,	PUNCT
ctmj-180	528	10	nakatani	nakatani	PROPN
ctmj-180	528	11	m	m	PROPN
ctmj-180	528	12	,	,	PUNCT
ctmj-180	528	13	kameda	kameda	PROPN
ctmj-180	528	14	n	n	CCONJ
ctmj-180	528	15	,	,	PUNCT
ctmj-180	528	16	sug	sug	PROPN
ctmj-180	528	17	imori	imori	NOUN
ctmj-180	528	18	s	s	PART
ctmj-180	528	19	,	,	PUNCT
ctmj-180	528	20	et	et	PROPN
ctmj-180	528	21	al	al	PROPN
ctmj-180	528	22	.	.	PUNCT
ctmj-180	529	1	usefulness	usefulness	NOUN
ctmj-180	529	2	of	of	ADP
ctmj-180	529	3	non	non	ADJ
ctmj-180	529	4	-	-	ADJ
ctmj-180	529	5	magnifying	magnifying	ADJ
ctmj-180	529	6	narrow	narrow	ADJ
ctmj-180	529	7	-	-	PUNCT
ctmj-180	529	8	band	band	NOUN
ctmj-180	529	9	imaging	imaging	NOUN
ctmj-180	529	10	in	in	ADP
ctmj-180	529	11	screening	screening	NOUN
ctmj-180	529	12	of	of	ADP
ctmj-180	529	13	early	early	ADJ
ctmj-180	529	14	esophageal	esophageal	ADJ
ctmj-180	529	15	squamous	squamous	ADJ
ctmj-180	529	16	cell	cell	NOUN
ctmj-180	529	17	carcinoma	carcinoma	NOUN
ctmj-180	529	18	:	:	PUNCT
ctmj-180	529	19	a	a	DET
ctmj-180	529	20	pro	pro	ADJ
ctmj-180	529	21	spective	spective	ADJ
ctmj-180	529	22	comparative	comparative	ADJ
ctmj-180	529	23	study	study	NOUN
ctmj-180	529	24	using	use	VERB
ctmj-180	529	25	propensity	propensity	NOUN
ctmj-180	529	26	score	score	NOUN
ctmj-180	529	27	matching	matching	NOUN
ctmj-180	529	28	.	.	PUNCT
ctmj-180	530	1	am	be	AUX
ctmj-180	530	2	j	j	PROPN
ctmj-180	530	3	gastroenterol	gastroenterol	PROPN
ctmj-180	530	4	2014;109:845–854	2014;109:845–854	NUM
ctmj-180	530	5	.	.	PUNCT
ctmj-180	531	1	doi	doi	NOUN
ctmj-180	531	2	:	:	PUNCT
ctmj-180	531	3	10.1038	10.1038	NUM
ctmj-180	531	4	/	/	SYM
ctmj-180	531	5	ajg.2014.94	ajg.2014.94	PROPN
ctmj-180	531	6	.	.	PROPN
ctmj-180	531	7	34	34	NUM
ctmj-180	531	8	.	.	PUNCT
ctmj-180	532	1	yang	yang	PROPN
ctmj-180	532	2	xx	xx	PROPN
ctmj-180	532	3	,	,	PUNCT
ctmj-180	532	4	li	li	PROPN
ctmj-180	532	5	z	z	PROPN
ctmj-180	532	6	,	,	PUNCT
ctmj-180	532	7	shao	shao	PROPN
ctmj-180	532	8	xj	xj	PROPN
ctmj-180	532	9	,	,	PUNCT
ctmj-180	532	10	ji	ji	PROPN
ctmj-180	532	11	r	r	PROPN
ctmj-180	532	12	,	,	PUNCT
ctmj-180	532	13	qu	qu	PROPN
ctmj-180	532	14	jy	jy	PROPN
ctmj-180	532	15	,	,	PUNCT
ctmj-180	532	16	zheng	zheng	PROPN
ctmj-180	532	17	mq	mq	PROPN
ctmj-180	532	18	,	,	PUNCT
ctmj-180	532	19	et	et	PROPN
ctmj-180	532	20	al	al	PROPN
ctmj-180	532	21	.	.	PUNCT
ctmj-180	533	1	real	real	ADJ
ctmj-180	533	2	-	-	PUNCT
ctmj-180	533	3	time	time	NOUN
ctmj-180	533	4	artificial	artificial	ADJ
ctmj-180	533	5	intelligence	intelligence	NOUN
ctmj-180	533	6	for	for	ADP
ctmj-180	533	7	endoscopic	endoscopic	ADJ
ctmj-180	533	8	diagnosis	diagnosis	NOUN
ctmj-180	533	9	of	of	ADP
ctmj-180	533	10	early	early	ADJ
ctmj-180	533	11	esophageal	esophageal	ADJ
ctmj-180	533	12	squamous	squamous	ADJ
ctmj-180	533	13	cell	cell	NOUN
ctmj-180	533	14	cancer	cancer	NOUN
ctmj-180	533	15	(	(	PUNCT
ctmj-180	533	16	with	with	ADP
ctmj-180	533	17	video	video	NOUN
ctmj-180	533	18	)	)	PUNCT
ctmj-180	533	19	.	.	PUNCT
ctmj-180	534	1	dig	dig	AUX
ctmj-180	534	2	endosc	endosc	VERB
ctmj-180	534	3	2021;33:1075	2021;33:1075	NUM
ctmj-180	534	4	–	–	PUNCT
ctmj-180	534	5	1084	1084	NUM
ctmj-180	534	6	.	.	PUNCT
ctmj-180	535	1	doi	doi	NOUN
ctmj-180	535	2	:	:	PUNCT
ctmj-180	535	3	10.1111	10.1111	NUM
ctmj-180	535	4	/	/	SYM
ctmj-180	535	5	den.13908	den.13908	PROPN
ctmj-180	535	6	.	.	NOUN
ctmj-180	535	7	35	35	NUM
ctmj-180	535	8	.	.	PUNCT
ctmj-180	536	1	yuan	yuan	PROPN
ctmj-180	536	2	xl	xl	PROPN
ctmj-180	536	3	,	,	PUNCT
ctmj-180	536	4	guo	guo	PROPN
ctmj-180	536	5	lj	lj	PROPN
ctmj-180	536	6	,	,	PUNCT
ctmj-180	536	7	liu	liu	PROPN
ctmj-180	536	8	w	w	PROPN
ctmj-180	536	9	,	,	PUNCT
ctmj-180	536	10	zeng	zeng	PROPN
ctmj-180	536	11	xh	xh	PROPN
ctmj-180	536	12	,	,	PUNCT
ctmj-180	536	13	mou	mou	PROPN
ctmj-180	536	14	y	y	PROPN
ctmj-180	536	15	,	,	PUNCT
ctmj-180	536	16	bai	bai	PROPN
ctmj-180	536	17	s	s	PART
ctmj-180	536	18	,	,	PUNCT
ctmj-180	536	19	et	et	PROPN
ctmj-180	536	20	al	al	PROPN
ctmj-180	536	21	.	.	PROPN
ctmj-180	536	22	arti	arti	PROPN
ctmj-180	536	23	ficial	ficial	ADJ
ctmj-180	536	24	intelligence	intelligence	NOUN
ctmj-180	536	25	for	for	ADP
ctmj-180	536	26	detecting	detect	VERB
ctmj-180	536	27	superficial	superficial	ADJ
ctmj-180	536	28	esophageal	esophageal	ADJ
ctmj-180	536	29	squamous	squamous	ADJ
ctmj-180	536	30	cell	cell	NOUN
ctmj-180	536	31	carcinoma	carcinoma	NOUN
ctmj-180	536	32	under	under	ADP
ctmj-180	536	33	multiple	multiple	ADJ
ctmj-180	536	34	endoscopic	endoscopic	ADJ
ctmj-180	536	35	imaging	imaging	NOUN
ctmj-180	536	36	modalities	modality	NOUN
ctmj-180	536	37	:	:	PUNCT
ctmj-180	536	38	a	a	DET
ctmj-180	536	39	multicenter	multicenter	ADJ
ctmj-180	536	40	study	study	NOUN
ctmj-180	536	41	.	.	PUNCT
ctmj-180	537	1	j	j	PROPN
ctmj-180	537	2	gastroenterol	gastroenterol	VERB
ctmj-180	537	3	hepatol	hepatol	ADJ
ctmj-180	537	4	2022;37:169–178	2022;37:169–178	NOUN
ctmj-180	537	5	.	.	PUNCT
ctmj-180	538	1	doi	doi	NOUN
ctmj-180	538	2	:	:	PUNCT
ctmj-180	538	3	10.1111	10.1111	NUM
ctmj-180	538	4	/	/	SYM
ctmj-180	538	5	jgh.15689	jgh.15689	PROPN
ctmj-180	538	6	.	.	PROPN
ctmj-180	538	7	36	36	NUM
ctmj-180	538	8	.	.	X
ctmj-180	539	1	yuan	yuan	PROPN
ctmj-180	539	2	xl	xl	PROPN
ctmj-180	539	3	,	,	PUNCT
ctmj-180	539	4	liu	liu	PROPN
ctmj-180	539	5	w	w	PROPN
ctmj-180	539	6	,	,	PUNCT
ctmj-180	539	7	lin	lin	PROPN
ctmj-180	539	8	yx	yx	PROPN
ctmj-180	539	9	,	,	PUNCT
ctmj-180	539	10	deng	deng	PROPN
ctmj-180	539	11	qy	qy	PROPN
ctmj-180	539	12	,	,	PUNCT
ctmj-180	539	13	gao	gao	PROPN
ctmj-180	539	14	yp	yp	PROPN
ctmj-180	539	15	,	,	PUNCT
ctmj-180	539	16	wan	wan	PROPN
ctmj-180	539	17	l	l	PROPN
ctmj-180	539	18	,	,	PUNCT
ctmj-180	539	19	et	et	PROPN
ctmj-180	539	20	al	al	PROPN
ctmj-180	539	21	.	.	PROPN
ctmj-180	539	22	effect	effect	NOUN
ctmj-180	539	23	of	of	ADP
ctmj-180	539	24	an	an	DET
ctmj-180	539	25	artificial	artificial	ADJ
ctmj-180	539	26	intelligence	intelligence	NOUN
ctmj-180	539	27	-	-	PUNCT
ctmj-180	539	28	assisted	assist	VERB
ctmj-180	539	29	system	system	NOUN
ctmj-180	539	30	on	on	ADP
ctmj-180	539	31	endoscopic	endoscopic	ADJ
ctmj-180	539	32	diagnosis	diagnosis	NOUN
ctmj-180	539	33	of	of	ADP
ctmj-180	539	34	superficial	superficial	ADJ
ctmj-180	539	35	oesophageal	oesophageal	ADJ
ctmj-180	539	36	squamous	squamous	ADJ
ctmj-180	539	37	cell	cell	NOUN
ctmj-180	539	38	carcinoma	carcinoma	NOUN
ctmj-180	539	39	and	and	CCONJ
ctmj-180	539	40	precan	precan	VERB
ctmj-180	539	41	cerous	cerous	ADJ
ctmj-180	539	42	lesions	lesion	NOUN
ctmj-180	539	43	:	:	PUNCT
ctmj-180	539	44	a	a	DET
ctmj-180	539	45	multicentre	multicentre	NOUN
ctmj-180	539	46	,	,	PUNCT
ctmj-180	539	47	tandem	tandem	NOUN
ctmj-180	539	48	,	,	PUNCT
ctmj-180	539	49	double	double	ADJ
ctmj-180	539	50	-	-	PUNCT
ctmj-180	539	51	blind	blind	ADJ
ctmj-180	539	52	,	,	PUNCT
ctmj-180	539	53	randomised	randomise	VERB
ctmj-180	539	54	controlled	control	VERB
ctmj-180	539	55	trial	trial	NOUN
ctmj-180	539	56	.	.	PUNCT
ctmj-180	540	1	lancet	lancet	PROPN
ctmj-180	540	2	gastroenterol	gastroenterol	PROPN
ctmj-180	540	3	hepatol	hepatol	ADJ
ctmj-180	540	4	2023;9:34–44	2023;9:34–44	SYM
ctmj-180	540	5	.	.	PUNCT
ctmj-180	541	1	doi	doi	NOUN
ctmj-180	541	2	:	:	PUNCT
ctmj-180	541	3	10.1016	10.1016	NUM
ctmj-180	541	4	/	/	SYM
ctmj-180	541	5	s2468	s2468	NOUN
ctmj-180	541	6	-	-	PUNCT
ctmj-180	541	7	1253(23)00276	1253(23)00276	NUM
ctmj-180	541	8	-	-	PUNCT
ctmj-180	541	9	5	5	NUM
ctmj-180	541	10	.	.	NOUN
ctmj-180	541	11	37	37	NUM
ctmj-180	541	12	.	.	PUNCT
ctmj-180	542	1	ishihara	ishihara	PROPN
ctmj-180	542	2	r	r	PROPN
ctmj-180	542	3	,	,	PUNCT
ctmj-180	542	4	arima	arima	PROPN
ctmj-180	542	5	m	m	PROPN
ctmj-180	542	6	,	,	PUNCT
ctmj-180	542	7	iizuka	iizuka	PROPN
ctmj-180	542	8	t	t	PROPN
ctmj-180	542	9	,	,	PUNCT
ctmj-180	542	10	oyama	oyama	PROPN
ctmj-180	542	11	t	t	PROPN
ctmj-180	542	12	,	,	PUNCT
ctmj-180	542	13	katada	katada	PROPN
ctmj-180	542	14	c	c	PROPN
ctmj-180	542	15	,	,	PUNCT
ctmj-180	542	16	kato	kato	PROPN
ctmj-180	542	17	m	m	PROPN
ctmj-180	542	18	,	,	PUNCT
ctmj-180	542	19	et	et	PROPN
ctmj-180	542	20	al	al	PROPN
ctmj-180	542	21	.	.	PROPN
ctmj-180	542	22	endoscopic	endoscopic	PROPN
ctmj-180	542	23	submucosal	submucosal	NOUN
ctmj-180	542	24	dissection	dissection	NOUN
ctmj-180	542	25	/	/	SYM
ctmj-180	542	26	endoscopic	endoscopic	ADJ
ctmj-180	542	27	mucosal	mucosal	NOUN
ctmj-180	542	28	resection	resection	NOUN
ctmj-180	542	29	guidelines	guideline	NOUN
ctmj-180	542	30	for	for	ADP
ctmj-180	542	31	esophageal	esophageal	ADJ
ctmj-180	542	32	cancer	cancer	NOUN
ctmj-180	542	33	.	.	PUNCT
ctmj-180	543	1	dig	dig	VERB
ctmj-180	543	2	endosc	endosc	PROPN
ctmj-180	543	3	2020;32:452–493	2020;32:452–493	NUM
ctmj-180	543	4	.	.	PUNCT
ctmj-180	544	1	doi	doi	NOUN
ctmj-180	544	2	:	:	PUNCT
ctmj-180	544	3	10.1111	10.1111	NUM
ctmj-180	544	4	/	/	SYM
ctmj-180	544	5	den.13654	den.13654	NUM
ctmj-180	544	6	.	.	PUNCT
ctmj-180	545	1	38	38	NUM
ctmj-180	545	2	.	.	PUNCT
ctmj-180	546	1	liu	liu	PROPN
ctmj-180	546	2	w	w	PROPN
ctmj-180	546	3	,	,	PUNCT
ctmj-180	546	4	yuan	yuan	NOUN
ctmj-180	546	5	x	x	SYM
ctmj-180	546	6	,	,	PUNCT
ctmj-180	546	7	guo	guo	PROPN
ctmj-180	546	8	l	l	PROPN
ctmj-180	546	9	,	,	PUNCT
ctmj-180	546	10	pan	pan	PROPN
ctmj-180	546	11	f	f	PROPN
ctmj-180	546	12	,	,	PUNCT
ctmj-180	546	13	wu	wu	PROPN
ctmj-180	546	14	c	c	PROPN
ctmj-180	546	15	,	,	PUNCT
ctmj-180	546	16	sun	sun	PROPN
ctmj-180	546	17	z	z	PROPN
ctmj-180	546	18	,	,	PUNCT
ctmj-180	546	19	et	et	PROPN
ctmj-180	546	20	al	al	PROPN
ctmj-180	546	21	.	.	PUNCT
ctmj-180	546	22	artificial	artificial	PROPN
ctmj-180	546	23	intelli	intelli	PROPN
ctmj-180	546	24	gence	gence	NOUN
ctmj-180	546	25	for	for	ADP
ctmj-180	546	26	detecting	detect	VERB
ctmj-180	546	27	and	and	CCONJ
ctmj-180	546	28	delineating	delineate	VERB
ctmj-180	546	29	margins	margin	NOUN
ctmj-180	546	30	of	of	ADP
ctmj-180	546	31	early	early	ADJ
ctmj-180	546	32	escc	escc	NOUN
ctmj-180	546	33	under	under	ADP
ctmj-180	546	34	wli	wli	PROPN
ctmj-180	546	35	endoscopy	endoscopy	NOUN
ctmj-180	546	36	.	.	PUNCT
ctmj-180	547	1	clin	clin	PROPN
ctmj-180	547	2	transl	transl	PROPN
ctmj-180	547	3	gastroenterol	gastroenterol	PROPN
ctmj-180	547	4	2022;13	2022;13	NUM
ctmj-180	547	5	:	:	PUNCT
ctmj-180	547	6	e00433	e00433	NOUN
ctmj-180	547	7	.	.	PUNCT
ctmj-180	547	8	doi	doi	NOUN
ctmj-180	547	9	:	:	PUNCT
ctmj-180	547	10	10.14309	10.14309	NUM
ctmj-180	547	11	/	/	SYM
ctmj-180	547	12	ctg.0000000000000433	ctg.0000000000000433	NOUN
ctmj-180	547	13	.	.	NOUN
ctmj-180	547	14	39	39	NUM
ctmj-180	547	15	.	.	PUNCT
ctmj-180	548	1	guo	guo	PROPN
ctmj-180	548	2	l	l	PROPN
ctmj-180	548	3	,	,	PUNCT
ctmj-180	548	4	xiao	xiao	PROPN
ctmj-180	548	5	x	x	PROPN
ctmj-180	548	6	,	,	PUNCT
ctmj-180	548	7	wu	wu	PROPN
ctmj-180	548	8	c	c	PROPN
ctmj-180	548	9	,	,	PUNCT
ctmj-180	548	10	zeng	zeng	PROPN
ctmj-180	548	11	x	x	PROPN
ctmj-180	548	12	,	,	PUNCT
ctmj-180	548	13	zhang	zhang	PROPN
ctmj-180	548	14	y	y	PROPN
ctmj-180	548	15	,	,	PUNCT
ctmj-180	548	16	du	du	PROPN
ctmj-180	548	17	j	j	PROPN
ctmj-180	548	18	,	,	PUNCT
ctmj-180	548	19	et	et	PROPN
ctmj-180	548	20	al	al	PROPN
ctmj-180	548	21	.	.	PUNCT
ctmj-180	549	1	real	real	ADJ
ctmj-180	549	2	-	-	PUNCT
ctmj-180	549	3	time	time	NOUN
ctmj-180	549	4	automated	automate	VERB
ctmj-180	549	5	diagnosis	diagnosis	NOUN
ctmj-180	549	6	of	of	ADP
ctmj-180	549	7	precancerous	precancerous	ADJ
ctmj-180	549	8	lesions	lesion	NOUN
ctmj-180	549	9	and	and	CCONJ
ctmj-180	549	10	early	early	ADJ
ctmj-180	549	11	esopha	esopha	NOUN
ctmj-180	549	12	geal	geal	VERB
ctmj-180	549	13	squamous	squamous	ADJ
ctmj-180	549	14	cell	cell	NOUN
ctmj-180	549	15	carcinoma	carcinoma	NOUN
ctmj-180	549	16	using	use	VERB
ctmj-180	549	17	a	a	DET
ctmj-180	549	18	deep	deep	ADJ
ctmj-180	549	19	learning	learning	NOUN
ctmj-180	549	20	model	model	NOUN
ctmj-180	549	21	(	(	PUNCT
ctmj-180	549	22	with	with	ADP
ctmj-180	549	23	videos	video	NOUN
ctmj-180	549	24	)	)	PUNCT
ctmj-180	549	25	.	.	PUNCT
ctmj-180	550	1	gastrointest	gastroint	ADJ
ctmj-180	550	2	endosc	endosc	ADJ
ctmj-180	550	3	2020;91:41–51	2020;91:41–51	NUM
ctmj-180	550	4	.	.	PUNCT
ctmj-180	550	5	doi	doi	NOUN
ctmj-180	550	6	:	:	PUNCT
ctmj-180	550	7	10.1016	10.1016	NUM
ctmj-180	550	8	/	/	SYM
ctmj-180	550	9	j.	j.	PROPN
ctmj-180	550	10	gie.2019.08.018	gie.2019.08.018	PROPN
ctmj-180	550	11	.	.	PUNCT
ctmj-180	551	1	40	40	NUM
ctmj-180	551	2	.	.	PUNCT
ctmj-180	552	1	yuan	yuan	PROPN
ctmj-180	552	2	xl	xl	PROPN
ctmj-180	552	3	,	,	PUNCT
ctmj-180	552	4	zeng	zeng	PROPN
ctmj-180	552	5	xh	xh	PROPN
ctmj-180	552	6	,	,	PUNCT
ctmj-180	552	7	liu	liu	PROPN
ctmj-180	552	8	w	w	PROPN
ctmj-180	552	9	,	,	PUNCT
ctmj-180	552	10	mou	mou	PROPN
ctmj-180	552	11	y	y	PROPN
ctmj-180	552	12	,	,	PUNCT
ctmj-180	552	13	zhang	zhang	PROPN
ctmj-180	552	14	wh	wh	PROPN
ctmj-180	552	15	,	,	PUNCT
ctmj-180	552	16	zhou	zhou	PROPN
ctmj-180	552	17	zd	zd	PROPN
ctmj-180	552	18	,	,	PUNCT
ctmj-180	552	19	et	et	PROPN
ctmj-180	552	20	al	al	PROPN
ctmj-180	552	21	.	.	PUNCT
ctmj-180	552	22	artificial	artificial	ADJ
ctmj-180	552	23	intelligence	intelligence	NOUN
ctmj-180	552	24	for	for	ADP
ctmj-180	552	25	detecting	detect	VERB
ctmj-180	552	26	and	and	CCONJ
ctmj-180	552	27	delineating	delineate	VERB
ctmj-180	552	28	the	the	DET
ctmj-180	552	29	extentofsuperficial	extentofsuperficial	ADJ
ctmj-180	552	30	esophageal	esophageal	ADJ
ctmj-180	552	31	squamous	squamous	ADJ
ctmj-180	552	32	cell	cell	NOUN
ctmj-180	552	33	carcinoma	carcinoma	NOUN
ctmj-180	552	34	andprecan	andprecan	PROPN
ctmj-180	552	35	cerous	cerous	ADJ
ctmj-180	552	36	lesions	lesion	NOUN
ctmj-180	552	37	under	under	ADP
ctmj-180	552	38	narrow	narrow	ADJ
ctmj-180	552	39	-	-	PUNCT
ctmj-180	552	40	band	band	NOUN
ctmj-180	552	41	imaging	imaging	NOUN
ctmj-180	552	42	(	(	PUNCT
ctmj-180	552	43	with	with	ADP
ctmj-180	552	44	video	video	NOUN
ctmj-180	552	45	)	)	PUNCT
ctmj-180	552	46	.	.	PUNCT
ctmj-180	553	1	gastrointest	gastroint	ADJ
ctmj-180	553	2	endosc	endosc	NOUN
ctmj-180	553	3	2023;97:664–672.e4	2023;97:664–672.e4	NUM
ctmj-180	553	4	.	.	PUNCT
ctmj-180	554	1	doi	doi	NOUN
ctmj-180	554	2	:	:	PUNCT
ctmj-180	554	3	10.1016	10.1016	NUM
ctmj-180	554	4	/	/	SYM
ctmj-180	554	5	j.gie.2022.12.003	j.gie.2022.12.003	PROPN
ctmj-180	554	6	.	.	PROPN
ctmj-180	555	1	41	41	NUM
ctmj-180	555	2	.	.	PUNCT
ctmj-180	556	1	yuan	yuan	NOUN
ctmj-180	556	2	x	x	SYM
ctmj-180	556	3	,	,	PUNCT
ctmj-180	556	4	zeng	zeng	PROPN
ctmj-180	556	5	x	x	PROPN
ctmj-180	556	6	,	,	PUNCT
ctmj-180	556	7	he	he	PRON
ctmj-180	556	8	l	l	NOUN
ctmj-180	556	9	,	,	PUNCT
ctmj-180	556	10	ye	ye	PROPN
ctmj-180	556	11	l	l	NOUN
ctmj-180	556	12	,	,	PUNCT
ctmj-180	556	13	liu	liu	PROPN
ctmj-180	556	14	w	w	PROPN
ctmj-180	556	15	,	,	PUNCT
ctmj-180	556	16	hu	hu	PROPN
ctmj-180	556	17	y	y	PROPN
ctmj-180	556	18	,	,	PUNCT
ctmj-180	556	19	et	et	PROPN
ctmj-180	556	20	al	al	PROPN
ctmj-180	556	21	.	.	PUNCT
ctmj-180	556	22	artificial	artificial	ADJ
ctmj-180	556	23	intel	intel	PROPN
ctmj-180	556	24	ligence	ligence	NOUN
ctmj-180	556	25	for	for	ADP
ctmj-180	556	26	detecting	detect	VERB
ctmj-180	556	27	and	and	CCONJ
ctmj-180	556	28	delineating	delineate	VERB
ctmj-180	556	29	a	a	DET
ctmj-180	556	30	small	small	ADJ
ctmj-180	556	31	flat	flat	ADJ
ctmj-180	556	32	-	-	PUNCT
ctmj-180	556	33	type	type	NOUN
ctmj-180	556	34	early	early	ADJ
ctmj-180	556	35	esophageal	esophageal	ADJ
ctmj-180	556	36	squamous	squamous	ADJ
ctmj-180	556	37	cell	cell	NOUN
ctmj-180	556	38	carcinoma	carcinoma	NOUN
ctmj-180	556	39	under	under	ADP
ctmj-180	556	40	multimodal	multimodal	ADJ
ctmj-180	556	41	imaging	imaging	NOUN
ctmj-180	556	42	.	.	PUNCT
ctmj-180	557	1	endoscopy	endoscopy	VERB
ctmj-180	557	2	2023;55	2023;55	NUM
ctmj-180	557	3	:	:	PUNCT
ctmj-180	557	4	e141	e141	NUM
ctmj-180	557	5	–	–	PUNCT
ctmj-180	557	6	e142	e142	PROPN
ctmj-180	557	7	.	.	PUNCT
ctmj-180	557	8	doi	doi	PROPN
ctmj-180	557	9	:	:	PUNCT
ctmj-180	557	10	10.1055	10.1055	NUM
ctmj-180	557	11	/	/	SYM
ctmj-180	557	12	a-1956	a-1956	PROPN
ctmj-180	557	13	-	-	NOUN
ctmj-180	557	14	0569	0569	NUM
ctmj-180	557	15	.	.	PUNCT
ctmj-180	558	1	42	42	NUM
ctmj-180	558	2	.	.	PUNCT
ctmj-180	559	1	bollschweiler	bollschweiler	PROPN
ctmj-180	559	2	e	e	PROPN
ctmj-180	559	3	,	,	PUNCT
ctmj-180	559	4	baldus	baldus	PROPN
ctmj-180	559	5	se	se	X
ctmj-180	559	6	,	,	PUNCT
ctmj-180	559	7	schröder	schröder	PROPN
ctmj-180	559	8	w	w	PROPN
ctmj-180	559	9	,	,	PUNCT
ctmj-180	559	10	prenzel	prenzel	PROPN
ctmj-180	559	11	k	k	NOUN
ctmj-180	559	12	,	,	PUNCT
ctmj-180	559	13	gutschow	gutschow	NOUN
ctmj-180	559	14	c	c	PROPN
ctmj-180	559	15	,	,	PUNCT
ctmj-180	559	16	schneider	schneider	PROPN
ctmj-180	559	17	pm	pm	PROPN
ctmj-180	559	18	,	,	PUNCT
ctmj-180	559	19	et	et	PROPN
ctmj-180	559	20	al	al	PROPN
ctmj-180	559	21	.	.	PROPN
ctmj-180	559	22	high	high	ADJ
ctmj-180	559	23	rate	rate	NOUN
ctmj-180	559	24	of	of	ADP
ctmj-180	559	25	lymph	lymph	NOUN
ctmj-180	559	26	-	-	PUNCT
ctmj-180	559	27	node	node	NOUN
ctmj-180	559	28	metastasis	metastasis	NOUN
ctmj-180	559	29	in	in	ADP
ctmj-180	559	30	submu	submu	PROPN
ctmj-180	559	31	cosal	cosal	ADJ
ctmj-180	559	32	esophageal	esophageal	ADJ
ctmj-180	559	33	squamous	squamous	ADJ
ctmj-180	559	34	-	-	PUNCT
ctmj-180	559	35	cell	cell	NOUN
ctmj-180	559	36	carcinomas	carcinoma	NOUN
ctmj-180	559	37	and	and	CCONJ
ctmj-180	559	38	adenocarcinomas	adenocarcinoma	NOUN
ctmj-180	559	39	.	.	PUNCT
ctmj-180	560	1	endoscopy	endoscopy	VERB
ctmj-180	560	2	2006;38:149–156	2006;38:149–156	NUM
ctmj-180	560	3	.	.	PUNCT
ctmj-180	561	1	doi	doi	NOUN
ctmj-180	561	2	:	:	PUNCT
ctmj-180	561	3	10.1055	10.1055	NUM
ctmj-180	561	4	/	/	SYM
ctmj-180	561	5	s-2006	s-2006	NOUN
ctmj-180	561	6	-	-	PUNCT
ctmj-180	561	7	924993	924993	NUM
ctmj-180	561	8	.	.	PUNCT
ctmj-180	562	1	43	43	NUM
ctmj-180	562	2	.	.	PUNCT
ctmj-180	563	1	natsugoe	natsugoe	PROPN
ctmj-180	563	2	s	s	PROPN
ctmj-180	563	3	,	,	PUNCT
ctmj-180	563	4	baba	baba	PROPN
ctmj-180	563	5	m	m	PROPN
ctmj-180	563	6	,	,	PUNCT
ctmj-180	563	7	yoshinaka	yoshinaka	PROPN
ctmj-180	563	8	h	h	PROPN
ctmj-180	563	9	,	,	PUNCT
ctmj-180	563	10	kijima	kijima	PROPN
ctmj-180	563	11	f	f	PROPN
ctmj-180	563	12	,	,	PUNCT
ctmj-180	563	13	shimada	shimada	PROPN
ctmj-180	563	14	m	m	PROPN
ctmj-180	563	15	,	,	PUNCT
ctmj-180	563	16	shirao	shirao	PROPN
ctmj-180	563	17	k	k	PROPN
ctmj-180	563	18	,	,	PUNCT
ctmj-180	563	19	et	et	PROPN
ctmj-180	563	20	al	al	PROPN
ctmj-180	563	21	.	.	PUNCT
ctmj-180	564	1	mucosal	mucosal	ADJ
ctmj-180	564	2	squamous	squamous	ADJ
ctmj-180	564	3	cell	cell	NOUN
ctmj-180	564	4	carcinoma	carcinoma	NOUN
ctmj-180	564	5	of	of	ADP
ctmj-180	564	6	the	the	DET
ctmj-180	564	7	esophagus	esophagus	NOUN
ctmj-180	564	8	:	:	PUNCT
ctmj-180	564	9	a	a	DET
ctmj-180	564	10	clinicopathologic	clinicopathologic	ADJ
ctmj-180	564	11	study	study	NOUN
ctmj-180	564	12	of	of	ADP
ctmj-180	564	13	30	30	NUM
ctmj-180	564	14	cases	case	NOUN
ctmj-180	564	15	.	.	PUNCT
ctmj-180	565	1	oncology	oncology	NOUN
ctmj-180	565	2	1998;55:235–241	1998;55:235–241	PROPN
ctmj-180	565	3	.	.	PUNCT
ctmj-180	565	4	doi	doi	NOUN
ctmj-180	565	5	:	:	PUNCT
ctmj-180	565	6	10.1159/000011857	10.1159/000011857	NUM
ctmj-180	565	7	.	.	NOUN
ctmj-180	565	8	44	44	NUM
ctmj-180	565	9	.	.	PUNCT
ctmj-180	566	1	tajima	tajima	PROPN
ctmj-180	566	2	y	y	PROPN
ctmj-180	566	3	,	,	PUNCT
ctmj-180	566	4	nakanishi	nakanishi	PROPN
ctmj-180	566	5	y	y	PROPN
ctmj-180	566	6	,	,	PUNCT
ctmj-180	566	7	tachimori	tachimori	PROPN
ctmj-180	566	8	y	y	PROPN
ctmj-180	566	9	,	,	PUNCT
ctmj-180	566	10	kato	kato	PROPN
ctmj-180	566	11	h	h	PROPN
ctmj-180	566	12	,	,	PUNCT
ctmj-180	566	13	watanabe	watanabe	PROPN
ctmj-180	566	14	h	h	PROPN
ctmj-180	566	15	,	,	PUNCT
ctmj-180	566	16	yamaguchi	yamaguchi	PROPN
ctmj-180	566	17	h	h	PROPN
ctmj-180	566	18	,	,	PUNCT
ctmj-180	566	19	et	et	PROPN
ctmj-180	566	20	al	al	PROPN
ctmj-180	566	21	.	.	PROPN
ctmj-180	566	22	significance	significance	NOUN
ctmj-180	566	23	of	of	ADP
ctmj-180	566	24	involvement	involvement	NOUN
ctmj-180	566	25	by	by	ADP
ctmj-180	566	26	squa	squa	PROPN
ctmj-180	566	27	mous	mous	ADJ
ctmj-180	566	28	cell	cell	NOUN
ctmj-180	566	29	carcinoma	carcinoma	NOUN
ctmj-180	566	30	of	of	ADP
ctmj-180	566	31	the	the	DET
ctmj-180	566	32	ducts	duct	NOUN
ctmj-180	566	33	of	of	ADP
ctmj-180	566	34	esophageal	esophageal	ADJ
ctmj-180	566	35	submucosal	submucosal	NOUN
ctmj-180	566	36	glands	gland	NOUN
ctmj-180	566	37	.	.	PUNCT
ctmj-180	567	1	analysis	analysis	NOUN
ctmj-180	567	2	of	of	ADP
ctmj-180	567	3	201	201	NUM
ctmj-180	567	4	surgically	surgically	ADV
ctmj-180	567	5	resected	resect	VERB
ctmj-180	567	6	superficial	superficial	ADJ
ctmj-180	567	7	squa	squa	PROPN
ctmj-180	567	8	mous	mous	ADJ
ctmj-180	567	9	cell	cell	NOUN
ctmj-180	567	10	carcinomas	carcinoma	NOUN
ctmj-180	567	11	.	.	PUNCT
ctmj-180	568	1	cancer	cancer	NOUN
ctmj-180	568	2	2000;89:248–254	2000;89:248–254	PROPN
ctmj-180	568	3	.	.	PUNCT
ctmj-180	569	1	doi	doi	NOUN
ctmj-180	569	2	:	:	PUNCT
ctmj-180	569	3	10.1002/	10.1002/	NUM
ctmj-180	569	4	1097	1097	NUM
ctmj-180	569	5	-	-	PUNCT
ctmj-180	569	6	0142(20000715)89:2<248	0142(20000715)89:2<248	NUM
ctmj-180	569	7	:	:	PUNCT
ctmj-180	569	8	aid	aid	NOUN
ctmj-180	569	9	-	-	PUNCT
ctmj-180	569	10	cncr7>3.0.co;2	cncr7>3.0.co;2	NOUN
ctmj-180	569	11	-	-	PUNCT
ctmj-180	569	12	q.	q.	NOUN
ctmj-180	569	13	45	45	NUM
ctmj-180	569	14	.	.	PUNCT
ctmj-180	570	1	wang	wang	PROPN
ctmj-180	570	2	yk	yk	PROPN
ctmj-180	570	3	,	,	PUNCT
ctmj-180	570	4	syu	syu	PROPN
ctmj-180	570	5	hy	hy	PROPN
ctmj-180	570	6	,	,	PUNCT
ctmj-180	570	7	chen	chen	PROPN
ctmj-180	570	8	yh	yh	PROPN
ctmj-180	570	9	,	,	PUNCT
ctmj-180	570	10	chung	chung	PROPN
ctmj-180	570	11	cs	cs	PROPN
ctmj-180	570	12	,	,	PUNCT
ctmj-180	570	13	tseng	tseng	PROPN
ctmj-180	570	14	ys	ys	PROPN
ctmj-180	570	15	,	,	PUNCT
ctmj-180	570	16	ho	ho	PROPN
ctmj-180	570	17	sy	sy	PROPN
ctmj-180	570	18	,	,	PUNCT
ctmj-180	570	19	et	et	PROPN
ctmj-180	570	20	al	al	PROPN
ctmj-180	570	21	.	.	PROPN
ctmj-180	570	22	endoscopic	endoscopic	ADJ
ctmj-180	570	23	images	image	NOUN
ctmj-180	570	24	by	by	ADP
ctmj-180	570	25	a	a	DET
ctmj-180	570	26	single	single	ADJ
ctmj-180	570	27	-	-	PUNCT
ctmj-180	570	28	shot	shot	NOUN
ctmj-180	570	29	multibox	multibox	NOUN
ctmj-180	570	30	detector	detector	NOUN
ctmj-180	570	31	for	for	ADP
ctmj-180	570	32	the	the	DET
ctmj-180	570	33	iden	iden	PROPN
ctmj-180	570	34	tification	tification	NOUN
ctmj-180	570	35	of	of	ADP
ctmj-180	570	36	early	early	ADJ
ctmj-180	570	37	cancerous	cancerous	ADJ
ctmj-180	570	38	lesions	lesion	NOUN
ctmj-180	570	39	in	in	ADP
ctmj-180	570	40	the	the	DET
ctmj-180	570	41	esophagus	esophagus	NOUN
ctmj-180	570	42	:	:	PUNCT
ctmj-180	570	43	a	a	DET
ctmj-180	570	44	pilot	pilot	NOUN
ctmj-180	570	45	study	study	NOUN
ctmj-180	570	46	.	.	PUNCT
ctmj-180	571	1	cancers	cancer	NOUN
ctmj-180	571	2	(	(	PUNCT
ctmj-180	571	3	basel	basel	PROPN
ctmj-180	571	4	)	)	PUNCT
ctmj-180	571	5	2021;13:321	2021;13:321	NUM
ctmj-180	571	6	.	.	PUNCT
ctmj-180	572	1	doi	doi	NOUN
ctmj-180	572	2	:	:	PUNCT
ctmj-180	572	3	10.3390	10.3390	NUM
ctmj-180	572	4	/	/	SYM
ctmj-180	572	5	cancers13020321	cancers13020321	PROPN
ctmj-180	572	6	.	.	PUNCT
ctmj-180	573	1	46	46	NUM
ctmj-180	573	2	.	.	PUNCT
ctmj-180	574	1	tokai	tokai	PROPN
ctmj-180	574	2	y	y	PROPN
ctmj-180	574	3	,	,	PUNCT
ctmj-180	574	4	yoshio	yoshio	PROPN
ctmj-180	574	5	t	t	PROPN
ctmj-180	574	6	,	,	PUNCT
ctmj-180	574	7	aoyama	aoyama	PROPN
ctmj-180	574	8	k	k	PROPN
ctmj-180	574	9	,	,	PUNCT
ctmj-180	574	10	horie	horie	PROPN
ctmj-180	574	11	y	y	PROPN
ctmj-180	574	12	,	,	PUNCT
ctmj-180	574	13	yoshimizu	yoshimizu	PROPN
ctmj-180	574	14	s	s	PART
ctmj-180	574	15	,	,	PUNCT
ctmj-180	574	16	horiuchi	horiuchi	PROPN
ctmj-180	574	17	y	y	PROPN
ctmj-180	574	18	,	,	PUNCT
ctmj-180	574	19	et	et	PROPN
ctmj-180	574	20	al	al	PROPN
ctmj-180	574	21	.	.	PUNCT
ctmj-180	574	22	application	application	NOUN
ctmj-180	574	23	of	of	ADP
ctmj-180	574	24	artificial	artificial	ADJ
ctmj-180	574	25	intelligence	intelligence	NOUN
ctmj-180	574	26	using	use	VERB
ctmj-180	574	27	convolutional	convolutional	ADJ
ctmj-180	574	28	neural	neural	ADJ
ctmj-180	574	29	networks	network	NOUN
ctmj-180	574	30	in	in	ADP
ctmj-180	574	31	determining	determine	VERB
ctmj-180	574	32	the	the	DET
ctmj-180	574	33	invasion	invasion	NOUN
ctmj-180	574	34	depth	depth	NOUN
ctmj-180	574	35	of	of	ADP
ctmj-180	574	36	esopha	esopha	NOUN
ctmj-180	574	37	geal	geal	VERB
ctmj-180	574	38	squamous	squamous	ADJ
ctmj-180	574	39	cell	cell	NOUN
ctmj-180	574	40	carcinoma	carcinoma	NOUN
ctmj-180	574	41	.	.	PUNCT
ctmj-180	575	1	esophagus	esophagus	PROPN
ctmj-180	575	2	2020;17:250–256	2020;17:250–256	PROPN
ctmj-180	575	3	.	.	PUNCT
ctmj-180	576	1	doi	doi	NOUN
ctmj-180	576	2	:	:	PUNCT
ctmj-180	576	3	10.1007	10.1007	NUM
ctmj-180	576	4	/	/	SYM
ctmj-180	576	5	s10388	s10388	VERB
ctmj-180	576	6	-	-	PUNCT
ctmj-180	576	7	020	020	NUM
ctmj-180	576	8	-	-	PUNCT
ctmj-180	576	9	00716	00716	NUM
ctmj-180	576	10	-	-	PUNCT
ctmj-180	576	11	x.	x.	NOUN
ctmj-180	576	12	47	47	NUM
ctmj-180	576	13	.	.	PUNCT
ctmj-180	577	1	nakagawa	nakagawa	PROPN
ctmj-180	577	2	k	k	PROPN
ctmj-180	577	3	,	,	PUNCT
ctmj-180	577	4	ishihara	ishihara	PROPN
ctmj-180	577	5	r	r	PROPN
ctmj-180	577	6	,	,	PUNCT
ctmj-180	577	7	aoyama	aoyama	PROPN
ctmj-180	577	8	k	k	NOUN
ctmj-180	577	9	,	,	PUNCT
ctmj-180	577	10	ohmori	ohmori	PROPN
ctmj-180	577	11	m	m	PROPN
ctmj-180	577	12	,	,	PUNCT
ctmj-180	577	13	nakahira	nakahira	PROPN
ctmj-180	577	14	h	h	PROPN
ctmj-180	577	15	,	,	PUNCT
ctmj-180	577	16	matsuura	matsuura	PROPN
ctmj-180	577	17	n	n	CCONJ
ctmj-180	577	18	,	,	PUNCT
ctmj-180	577	19	et	et	PROPN
ctmj-180	577	20	al	al	PROPN
ctmj-180	577	21	.	.	PUNCT
ctmj-180	578	1	classification	classification	NOUN
ctmj-180	578	2	for	for	ADP
ctmj-180	578	3	invasion	invasion	NOUN
ctmj-180	578	4	depth	depth	NOUN
ctmj-180	578	5	of	of	ADP
ctmj-180	578	6	esophageal	esophageal	ADJ
ctmj-180	578	7	squamous	squamous	ADJ
ctmj-180	578	8	cell	cell	NOUN
ctmj-180	578	9	carcinoma	carcinoma	NOUN
ctmj-180	578	10	using	use	VERB
ctmj-180	578	11	a	a	DET
ctmj-180	578	12	deep	deep	ADJ
ctmj-180	578	13	neural	neural	ADJ
ctmj-180	578	14	network	network	NOUN
ctmj-180	578	15	compared	compare	VERB
ctmj-180	578	16	with	with	ADP
ctmj-180	578	17	experienced	experienced	ADJ
ctmj-180	578	18	endoscopists	endoscopist	NOUN
ctmj-180	578	19	.	.	PUNCT
ctmj-180	579	1	gastrointest	gastroint	ADJ
ctmj-180	579	2	endosc	endosc	NOUN
ctmj-180	579	3	2019;90:407	2019;90:407	NUM
ctmj-180	579	4	–	–	PUNCT
ctmj-180	579	5	414	414	NUM
ctmj-180	579	6	.	.	PUNCT
ctmj-180	580	1	doi	doi	NOUN
ctmj-180	580	2	:	:	PUNCT
ctmj-180	580	3	10.1016	10.1016	NUM
ctmj-180	580	4	/	/	SYM
ctmj-180	580	5	j.gie.2019.04.245	j.gie.2019.04.245	PROPN
ctmj-180	580	6	.	.	PUNCT
ctmj-180	581	1	48	48	NUM
ctmj-180	581	2	.	.	PUNCT
ctmj-180	582	1	shimamoto	shimamoto	PROPN
ctmj-180	582	2	y	y	PROPN
ctmj-180	582	3	,	,	PUNCT
ctmj-180	582	4	ishihara	ishihara	PROPN
ctmj-180	582	5	r	r	PROPN
ctmj-180	582	6	,	,	PUNCT
ctmj-180	582	7	kato	kato	PROPN
ctmj-180	582	8	y	y	PROPN
ctmj-180	582	9	,	,	PUNCT
ctmj-180	582	10	shoji	shoji	PROPN
ctmj-180	582	11	a	a	NOUN
ctmj-180	582	12	,	,	PUNCT
ctmj-180	582	13	inoue	inoue	PROPN
ctmj-180	582	14	t	t	PROPN
ctmj-180	582	15	,	,	PUNCT
ctmj-180	582	16	matsueda	matsueda	PROPN
ctmj-180	582	17	k	k	PROPN
ctmj-180	582	18	,	,	PUNCT
ctmj-180	582	19	et	et	PROPN
ctmj-180	582	20	al	al	PROPN
ctmj-180	582	21	.	.	PUNCT
ctmj-180	583	1	real	real	ADJ
ctmj-180	583	2	-	-	PUNCT
ctmj-180	583	3	time	time	NOUN
ctmj-180	583	4	assessment	assessment	NOUN
ctmj-180	583	5	of	of	ADP
ctmj-180	583	6	video	video	NOUN
ctmj-180	583	7	images	image	NOUN
ctmj-180	583	8	for	for	ADP
ctmj-180	583	9	esophageal	esophageal	ADJ
ctmj-180	583	10	squamous	squamous	ADJ
ctmj-180	583	11	cell	cell	NOUN
ctmj-180	583	12	carcinoma	carcinoma	NOUN
ctmj-180	583	13	invasion	invasion	NOUN
ctmj-180	583	14	depth	depth	NOUN
ctmj-180	583	15	using	use	VERB
ctmj-180	583	16	artificial	artificial	ADJ
ctmj-180	583	17	intelligence	intelligence	NOUN
ctmj-180	583	18	.	.	PUNCT
ctmj-180	584	1	j	j	PROPN
ctmj-180	584	2	gastro	gastro	PROPN
ctmj-180	584	3	enterol	enterol	PROPN
ctmj-180	584	4	2020;55:1037–1045	2020;55:1037–1045	PROPN
ctmj-180	584	5	.	.	PUNCT
ctmj-180	584	6	doi	doi	NOUN
ctmj-180	584	7	:	:	PUNCT
ctmj-180	584	8	10.1007	10.1007	NUM
ctmj-180	584	9	/	/	SYM
ctmj-180	584	10	s00535	s00535	NOUN
ctmj-180	584	11	-	-	PUNCT
ctmj-180	584	12	020	020	NUM
ctmj-180	584	13	-	-	PUNCT
ctmj-180	584	14	01716	01716	NUM
ctmj-180	584	15	-	-	SYM
ctmj-180	584	16	5	5	NUM
ctmj-180	584	17	.	.	PUNCT
ctmj-180	585	1	ctmj	ctmj	NOUN
ctmj-180	585	2	|	|	ADV
ctmj-180	585	3	traditionalmedicinejournals.com	traditionalmedicinejournals.com	X
ctmj-180	585	4	chinese	chinese	ADJ
ctmj-180	585	5	traditional	traditional	ADJ
ctmj-180	585	6	medicine	medicine	NOUN
ctmj-180	585	7	journal	journal	NOUN
ctmj-180	585	8	|	|	ADV
ctmj-180	585	9	2025	2025	NUM
ctmj-180	585	10	|	|	ADV
ctmj-180	585	11	vol	vol	NOUN
ctmj-180	585	12	8	8	NUM
ctmj-180	585	13	|issue	|issue	NOUN
ctmj-180	585	14	3	3	NUM
ctmj-180	585	15	45	45	NUM
ctmj-180	585	16	49	49	NUM
ctmj-180	585	17	.	.	PUNCT
ctmj-180	586	1	zhang	zhang	PROPN
ctmj-180	586	2	l	l	PROPN
ctmj-180	586	3	,	,	PUNCT
ctmj-180	586	4	luo	luo	PROPN
ctmj-180	586	5	r	r	PROPN
ctmj-180	586	6	,	,	PUNCT
ctmj-180	586	7	tang	tang	X
ctmj-180	586	8	d	d	NOUN
ctmj-180	586	9	,	,	PUNCT
ctmj-180	586	10	zhang	zhang	PROPN
ctmj-180	586	11	j	j	PROPN
ctmj-180	586	12	,	,	PUNCT
ctmj-180	586	13	su	su	PROPN
ctmj-180	586	14	y	y	PROPN
ctmj-180	586	15	,	,	PUNCT
ctmj-180	586	16	mao	mao	X
ctmj-180	586	17	x	x	NOUN
ctmj-180	586	18	,	,	PUNCT
ctmj-180	586	19	et	et	PROPN
ctmj-180	586	20	al	al	PROPN
ctmj-180	586	21	.	.	PROPN
ctmj-180	586	22	human	human	ADJ
ctmj-180	586	23	like	like	ADP
ctmj-180	586	24	artificial	artificial	ADJ
ctmj-180	586	25	intelligent	intelligent	ADJ
ctmj-180	586	26	system	system	NOUN
ctmj-180	586	27	for	for	ADP
ctmj-180	586	28	predicting	predict	VERB
ctmj-180	586	29	invasion	invasion	NOUN
ctmj-180	586	30	depth	depth	NOUN
ctmj-180	586	31	of	of	ADP
ctmj-180	586	32	esophageal	esophageal	ADJ
ctmj-180	586	33	squamous	squamous	ADJ
ctmj-180	586	34	cell	cell	NOUN
ctmj-180	586	35	carcinoma	carcinoma	NOUN
ctmj-180	586	36	using	use	VERB
ctmj-180	586	37	magnifying	magnify	VERB
ctmj-180	586	38	nar	nar	NOUN
ctmj-180	586	39	row	row	NOUN
ctmj-180	586	40	-	-	PUNCT
ctmj-180	586	41	band	band	NOUN
ctmj-180	586	42	imaging	imaging	NOUN
ctmj-180	586	43	endoscopy	endoscopy	NOUN
ctmj-180	586	44	:	:	PUNCT
ctmj-180	586	45	a	a	DET
ctmj-180	586	46	retrospective	retrospective	ADJ
ctmj-180	586	47	multicenter	multicenter	NOUN
ctmj-180	586	48	study	study	NOUN
ctmj-180	586	49	.	.	PUNCT
ctmj-180	587	1	clin	clin	PROPN
ctmj-180	587	2	transl	transl	PROPN
ctmj-180	587	3	gastroenterol	gastroenterol	PROPN
ctmj-180	587	4	2023;14	2023;14	NUM
ctmj-180	587	5	:	:	PUNCT
ctmj-180	587	6	e00606	e00606	PROPN
ctmj-180	587	7	.	.	PUNCT
ctmj-180	588	1	doi	doi	NOUN
ctmj-180	588	2	:	:	PUNCT
ctmj-180	588	3	10.14309/	10.14309/	NUM
ctmj-180	588	4	ctg.0000000000000606	ctg.0000000000000606	NUM
ctmj-180	588	5	.	.	NOUN
ctmj-180	589	1	50	50	NUM
ctmj-180	589	2	.	.	PUNCT
ctmj-180	590	1	oyama	oyama	PROPN
ctmj-180	590	2	t	t	PROPN
ctmj-180	590	3	,	,	PUNCT
ctmj-180	590	4	inoue	inoue	PROPN
ctmj-180	590	5	h	h	PROPN
ctmj-180	590	6	,	,	PUNCT
ctmj-180	590	7	arima	arima	PROPN
ctmj-180	590	8	m	m	PROPN
ctmj-180	590	9	,	,	PUNCT
ctmj-180	590	10	momma	momma	PROPN
ctmj-180	590	11	k	k	PROPN
ctmj-180	590	12	,	,	PUNCT
ctmj-180	590	13	omori	omori	PROPN
ctmj-180	590	14	t	t	PROPN
ctmj-180	590	15	,	,	PUNCT
ctmj-180	590	16	ishihara	ishihara	PROPN
ctmj-180	590	17	r	r	PROPN
ctmj-180	590	18	,	,	PUNCT
ctmj-180	590	19	et	et	PROPN
ctmj-180	590	20	al	al	PROPN
ctmj-180	590	21	.	.	PROPN
ctmj-180	590	22	prediction	prediction	NOUN
ctmj-180	590	23	of	of	ADP
ctmj-180	590	24	the	the	DET
ctmj-180	590	25	invasion	invasion	NOUN
ctmj-180	590	26	depth	depth	NOUN
ctmj-180	590	27	of	of	ADP
ctmj-180	590	28	superficial	superficial	ADJ
ctmj-180	590	29	squamous	squamous	ADJ
ctmj-180	590	30	cell	cell	NOUN
ctmj-180	590	31	carcinoma	carcinoma	NOUN
ctmj-180	590	32	based	base	VERB
ctmj-180	590	33	on	on	ADP
ctmj-180	590	34	microvessel	microvessel	NOUN
ctmj-180	590	35	morphology	morphology	NOUN
ctmj-180	590	36	:	:	PUNCT
ctmj-180	590	37	magnifying	magnify	VERB
ctmj-180	590	38	endo	endo	NOUN
ctmj-180	590	39	scopic	scopic	ADJ
ctmj-180	590	40	classification	classification	NOUN
ctmj-180	590	41	of	of	ADP
ctmj-180	590	42	the	the	DET
ctmj-180	590	43	japan	japan	PROPN
ctmj-180	590	44	esophageal	esophageal	PROPN
ctmj-180	590	45	society	society	NOUN
ctmj-180	590	46	.	.	PUNCT
ctmj-180	591	1	esophagus	esophagus	PROPN
ctmj-180	591	2	2017;14:105–112	2017;14:105–112	PROPN
ctmj-180	591	3	.	.	PUNCT
ctmj-180	592	1	doi	doi	NOUN
ctmj-180	592	2	:	:	PUNCT
ctmj-180	592	3	10.1007	10.1007	NUM
ctmj-180	592	4	/	/	SYM
ctmj-180	592	5	s10388	s10388	VERB
ctmj-180	592	6	-	-	PUNCT
ctmj-180	592	7	016	016	NUM
ctmj-180	592	8	-	-	PUNCT
ctmj-180	592	9	0527	0527	NUM
ctmj-180	592	10	-	-	PUNCT
ctmj-180	592	11	7	7	NUM
ctmj-180	592	12	.	.	NUM
ctmj-180	592	13	51	51	NUM
ctmj-180	592	14	.	.	PUNCT
ctmj-180	593	1	everson	everson	PROPN
ctmj-180	593	2	m	m	PROPN
ctmj-180	593	3	,	,	PUNCT
ctmj-180	593	4	herrera	herrera	PROPN
ctmj-180	593	5	l	l	NOUN
ctmj-180	593	6	,	,	PUNCT
ctmj-180	593	7	li	li	PROPN
ctmj-180	593	8	w	w	PROPN
ctmj-180	593	9	,	,	PUNCT
ctmj-180	593	10	luengo	luengo	PROPN
ctmj-180	593	11	i	i	PRON
ctmj-180	593	12	m	m	PROPN
ctmj-180	593	13	,	,	PUNCT
ctmj-180	593	14	ahmad	ahmad	PROPN
ctmj-180	593	15	o	o	PROPN
ctmj-180	593	16	,	,	PUNCT
ctmj-180	593	17	banks	banks	PROPN
ctmj-180	593	18	m	m	PROPN
ctmj-180	593	19	,	,	PUNCT
ctmj-180	593	20	et	et	PROPN
ctmj-180	593	21	al	al	PROPN
ctmj-180	593	22	.	.	PUNCT
ctmj-180	593	23	artificial	artificial	ADJ
ctmj-180	593	24	intelligence	intelligence	NOUN
ctmj-180	593	25	for	for	ADP
ctmj-180	593	26	the	the	DET
ctmj-180	593	27	real	real	ADJ
ctmj-180	593	28	-	-	PUNCT
ctmj-180	593	29	time	time	NOUN
ctmj-180	593	30	classification	classification	NOUN
ctmj-180	593	31	of	of	ADP
ctmj-180	593	32	intra	intra	ADJ
ctmj-180	593	33	papillary	papillary	ADJ
ctmj-180	593	34	capillary	capillary	ADJ
ctmj-180	593	35	loop	loop	NOUN
ctmj-180	593	36	patterns	pattern	NOUN
ctmj-180	593	37	in	in	ADP
ctmj-180	593	38	the	the	DET
ctmj-180	593	39	endoscopic	endoscopic	ADJ
ctmj-180	593	40	diagnosis	diagnosis	NOUN
ctmj-180	593	41	of	of	ADP
ctmj-180	593	42	early	early	ADJ
ctmj-180	593	43	oesophageal	oesophageal	ADJ
ctmj-180	593	44	squamous	squamous	ADJ
ctmj-180	593	45	cell	cell	NOUN
ctmj-180	593	46	carcinoma	carcinoma	NOUN
ctmj-180	593	47	:	:	PUNCT
ctmj-180	593	48	a	a	DET
ctmj-180	593	49	proof	proof	NOUN
ctmj-180	593	50	-	-	PUNCT
ctmj-180	593	51	of	of	ADP
ctmj-180	593	52	-	-	PUNCT
ctmj-180	593	53	concept	concept	NOUN
ctmj-180	593	54	study	study	NOUN
ctmj-180	593	55	.	.	PUNCT
ctmj-180	594	1	united	united	PROPN
ctmj-180	594	2	european	european	PROPN
ctmj-180	594	3	gastroenterol	gastroenterol	PROPN
ctmj-180	594	4	j	j	PROPN
ctmj-180	594	5	2019;7:297–306	2019;7:297–306	PROPN
ctmj-180	594	6	.	.	PUNCT
ctmj-180	595	1	doi	doi	NOUN
ctmj-180	595	2	:	:	PUNCT
ctmj-180	595	3	10.1177/2050640618821800	10.1177/2050640618821800	NUM
ctmj-180	595	4	.	.	NOUN
ctmj-180	595	5	52	52	NUM
ctmj-180	595	6	.	.	PUNCT
ctmj-180	596	1	everson	everson	PROPN
ctmj-180	596	2	ma	ma	PROPN
ctmj-180	596	3	,	,	PUNCT
ctmj-180	596	4	garcia	garcia	PROPN
ctmj-180	596	5	-	-	PUNCT
ctmj-180	596	6	peraza	peraza	PROPN
ctmj-180	596	7	-	-	PUNCT
ctmj-180	596	8	herrera	herrera	PROPN
ctmj-180	596	9	l	l	NOUN
ctmj-180	596	10	,	,	PUNCT
ctmj-180	596	11	wang	wang	PROPN
ctmj-180	596	12	hp	hp	PROPN
ctmj-180	596	13	,	,	PUNCT
ctmj-180	596	14	lee	lee	PROPN
ctmj-180	596	15	ct	ct	PROPN
ctmj-180	596	16	,	,	PUNCT
ctmj-180	596	17	chung	chung	PROPN
ctmj-180	596	18	cs	cs	PROPN
ctmj-180	596	19	,	,	PUNCT
ctmj-180	596	20	hsieh	hsieh	PROPN
ctmj-180	596	21	ph	ph	PROPN
ctmj-180	596	22	,	,	PUNCT
ctmj-180	596	23	et	et	PROPN
ctmj-180	596	24	al	al	PROPN
ctmj-180	596	25	.	.	PUNCT
ctmj-180	597	1	a	a	DET
ctmj-180	597	2	clinically	clinically	ADV
ctmj-180	597	3	interpretable	interpretable	ADJ
ctmj-180	597	4	convolutional	convolutional	ADJ
ctmj-180	597	5	neural	neural	ADJ
ctmj-180	597	6	network	network	NOUN
ctmj-180	597	7	for	for	ADP
ctmj-180	597	8	the	the	DET
ctmj-180	597	9	real	real	ADJ
ctmj-180	597	10	-	-	PUNCT
ctmj-180	597	11	time	time	NOUN
ctmj-180	597	12	prediction	prediction	NOUN
ctmj-180	597	13	of	of	ADP
ctmj-180	597	14	early	early	ADJ
ctmj-180	597	15	squamous	squamous	ADJ
ctmj-180	597	16	cell	cell	NOUN
ctmj-180	597	17	cancer	cancer	NOUN
ctmj-180	597	18	of	of	ADP
ctmj-180	597	19	the	the	DET
ctmj-180	597	20	esophagus	esophagus	NOUN
ctmj-180	597	21	:	:	PUNCT
ctmj-180	597	22	comparing	compare	VERB
ctmj-180	597	23	diagnostic	diagnostic	ADJ
ctmj-180	597	24	performance	performance	NOUN
ctmj-180	597	25	with	with	ADP
ctmj-180	597	26	a	a	DET
ctmj-180	597	27	panel	panel	NOUN
ctmj-180	597	28	of	of	ADP
ctmj-180	597	29	expert	expert	ADJ
ctmj-180	597	30	european	european	ADJ
ctmj-180	597	31	and	and	CCONJ
ctmj-180	597	32	asian	asian	ADJ
ctmj-180	597	33	endoscopists	endoscopist	NOUN
ctmj-180	597	34	.	.	PUNCT
ctmj-180	598	1	gastrointest	gastroint	ADJ
ctmj-180	598	2	endosc	endosc	NOUN
ctmj-180	598	3	2021;94:273–281	2021;94:273–281	PROPN
ctmj-180	598	4	.	.	PUNCT
ctmj-180	599	1	doi	doi	NOUN
ctmj-180	599	2	:	:	PUNCT
ctmj-180	599	3	10.1016	10.1016	NUM
ctmj-180	599	4	/	/	SYM
ctmj-180	599	5	j.gie.2021.01.043	j.gie.2021.01.043	NOUN
ctmj-180	599	6	.	.	PUNCT
ctmj-180	600	1	53	53	NUM
ctmj-180	600	2	.	.	PUNCT
ctmj-180	601	1	zhao	zhao	PROPN
ctmj-180	601	2	yy	yy	PROPN
ctmj-180	601	3	,	,	PUNCT
ctmj-180	601	4	xue	xue	PROPN
ctmj-180	601	5	dx	dx	PROPN
ctmj-180	601	6	,	,	PUNCT
ctmj-180	601	7	wang	wang	PROPN
ctmj-180	601	8	yl	yl	PROPN
ctmj-180	601	9	,	,	PUNCT
ctmj-180	601	10	zhang	zhang	PROPN
ctmj-180	601	11	r	r	PROPN
ctmj-180	601	12	,	,	PUNCT
ctmj-180	601	13	sun	sun	PROPN
ctmj-180	601	14	b	b	PROPN
ctmj-180	601	15	,	,	PUNCT
ctmj-180	601	16	cai	cai	PROPN
ctmj-180	601	17	yp	yp	PROPN
ctmj-180	601	18	,	,	PUNCT
ctmj-180	601	19	et	et	PROPN
ctmj-180	601	20	al	al	PROPN
ctmj-180	601	21	.	.	PUNCT
ctmj-180	601	22	computer	computer	NOUN
ctmj-180	601	23	-	-	PUNCT
ctmj-180	601	24	assisted	assist	VERB
ctmj-180	601	25	diagnosis	diagnosis	NOUN
ctmj-180	601	26	of	of	ADP
ctmj-180	601	27	early	early	ADJ
ctmj-180	601	28	esophageal	esophageal	ADJ
ctmj-180	601	29	squamous	squamous	ADJ
ctmj-180	601	30	cell	cell	NOUN
ctmj-180	601	31	carcinoma	carcinoma	NOUN
ctmj-180	601	32	using	use	VERB
ctmj-180	601	33	narrow	narrow	ADJ
ctmj-180	601	34	-	-	PUNCT
ctmj-180	601	35	band	band	NOUN
ctmj-180	601	36	imaging	imaging	NOUN
ctmj-180	601	37	magnifying	magnify	VERB
ctmj-180	601	38	endoscopy	endoscopy	NOUN
ctmj-180	601	39	.	.	PUNCT
ctmj-180	602	1	endoscopy	endoscopy	VERB
ctmj-180	602	2	2019;51:333–341	2019;51:333–341	NOUN
ctmj-180	602	3	.	.	PUNCT
ctmj-180	603	1	doi	doi	NOUN
ctmj-180	603	2	:	:	PUNCT
ctmj-180	603	3	10.1055	10.1055	NUM
ctmj-180	603	4	/	/	SYM
ctmj-180	603	5	a-0756	a-0756	PROPN
ctmj-180	603	6	-	-	PUNCT
ctmj-180	603	7	8754	8754	NUM
ctmj-180	603	8	.	.	PUNCT
ctmj-180	604	1	54	54	NUM
ctmj-180	604	2	.	.	PUNCT
ctmj-180	605	1	wang	wang	PROPN
ctmj-180	605	2	j	j	PROPN
ctmj-180	605	3	,	,	PUNCT
ctmj-180	605	4	long	long	ADJ
ctmj-180	605	5	q	q	ADJ
ctmj-180	605	6	,	,	PUNCT
ctmj-180	605	7	liang	liang	PROPN
ctmj-180	605	8	y	y	PROPN
ctmj-180	605	9	,	,	PUNCT
ctmj-180	605	10	song	song	PROPN
ctmj-180	605	11	j	j	PROPN
ctmj-180	605	12	,	,	PUNCT
ctmj-180	605	13	feng	feng	PROPN
ctmj-180	605	14	y	y	PROPN
ctmj-180	605	15	,	,	PUNCT
ctmj-180	605	16	li	li	PROPN
ctmj-180	605	17	p	p	PROPN
ctmj-180	605	18	,	,	PUNCT
ctmj-180	605	19	et	et	PROPN
ctmj-180	605	20	al	al	PROPN
ctmj-180	605	21	.	.	PROPN
ctmj-180	605	22	ai	ai	PROPN
ctmj-180	605	23	-	-	PUNCT
ctmj-180	605	24	assisted	assist	VERB
ctmj-180	605	25	identification	identification	NOUN
ctmj-180	605	26	of	of	ADP
ctmj-180	605	27	intrapapillary	intrapapillary	ADJ
ctmj-180	605	28	capillary	capillary	ADJ
ctmj-180	605	29	loops	loop	NOUN
ctmj-180	605	30	in	in	ADP
ctmj-180	605	31	magnifica	magnifica	PROPN
ctmj-180	605	32	tion	tion	PROPN
ctmj-180	605	33	endoscopy	endoscopy	VERB
ctmj-180	605	34	for	for	ADP
ctmj-180	605	35	diagnosing	diagnose	VERB
ctmj-180	605	36	early	early	ADJ
ctmj-180	605	37	-	-	PUNCT
ctmj-180	605	38	stage	stage	NOUN
ctmj-180	605	39	esophageal	esophageal	ADJ
ctmj-180	605	40	squamous	squamous	ADJ
ctmj-180	605	41	cell	cell	NOUN
ctmj-180	605	42	carcinoma	carcinoma	NOUN
ctmj-180	605	43	:	:	PUNCT
ctmj-180	605	44	a	a	DET
ctmj-180	605	45	preliminary	preliminary	ADJ
ctmj-180	605	46	study	study	NOUN
ctmj-180	605	47	.	.	PUNCT
ctmj-180	606	1	med	med	ADJ
ctmj-180	606	2	biol	biol	PROPN
ctmj-180	606	3	eng	eng	PROPN
ctmj-180	606	4	comput	comput	PROPN
ctmj-180	606	5	2023;61:1631–1648	2023;61:1631–1648	NOUN
ctmj-180	606	6	.	.	PUNCT
ctmj-180	607	1	doi	doi	NOUN
ctmj-180	607	2	:	:	PUNCT
ctmj-180	607	3	10.1007	10.1007	NUM
ctmj-180	607	4	/	/	SYM
ctmj-180	607	5	s11517	s11517	NOUN
ctmj-180	607	6	-	-	PUNCT
ctmj-180	607	7	023	023	NUM
ctmj-180	607	8	-	-	PUNCT
ctmj-180	607	9	02777	02777	NUM
ctmj-180	607	10	-	-	PUNCT
ctmj-180	607	11	3	3	NUM
ctmj-180	607	12	.	.	NOUN
ctmj-180	607	13	55	55	NUM
ctmj-180	607	14	.	.	PUNCT
ctmj-180	608	1	uema	uema	PROPN
ctmj-180	608	2	r	r	PROPN
ctmj-180	608	3	,	,	PUNCT
ctmj-180	608	4	hayashi	hayashi	PROPN
ctmj-180	608	5	y	y	PROPN
ctmj-180	608	6	,	,	PUNCT
ctmj-180	608	7	tashiro	tashiro	PROPN
ctmj-180	608	8	t	t	PROPN
ctmj-180	608	9	,	,	PUNCT
ctmj-180	608	10	saiki	saiki	PROPN
ctmj-180	608	11	h	h	NOUN
ctmj-180	608	12	,	,	PUNCT
ctmj-180	608	13	kato	kato	PROPN
ctmj-180	608	14	m	m	PROPN
ctmj-180	608	15	,	,	PUNCT
ctmj-180	608	16	amano	amano	PROPN
ctmj-180	608	17	t	t	PROPN
ctmj-180	608	18	,	,	PUNCT
ctmj-180	608	19	et	et	PROPN
ctmj-180	608	20	al	al	PROPN
ctmj-180	608	21	.	.	PUNCT
ctmj-180	608	22	use	use	NOUN
ctmj-180	608	23	of	of	ADP
ctmj-180	608	24	a	a	DET
ctmj-180	608	25	convolutional	convolutional	ADJ
ctmj-180	608	26	neural	neural	ADJ
ctmj-180	608	27	network	network	NOUN
ctmj-180	608	28	for	for	ADP
ctmj-180	608	29	classifying	classify	VERB
ctmj-180	608	30	microvessels	microvessel	NOUN
ctmj-180	608	31	of	of	ADP
ctmj-180	608	32	superficial	superficial	ADJ
ctmj-180	608	33	esophageal	esophageal	ADJ
ctmj-180	608	34	squamous	squamous	ADJ
ctmj-180	608	35	cell	cell	NOUN
ctmj-180	608	36	carcinomas	carcinoma	NOUN
ctmj-180	608	37	.	.	PUNCT
ctmj-180	609	1	j	j	PROPN
ctmj-180	609	2	gastroen	gastroen	PROPN
ctmj-180	609	3	terol	terol	VERB
ctmj-180	609	4	hepatol	hepatol	ADJ
ctmj-180	609	5	2021;36:2239–2246	2021;36:2239–2246	NUM
ctmj-180	609	6	.	.	PUNCT
ctmj-180	610	1	doi	doi	NOUN
ctmj-180	610	2	:	:	PUNCT
ctmj-180	610	3	10.1111	10.1111	NUM
ctmj-180	610	4	/	/	SYM
ctmj-180	610	5	jgh.15479	jgh.15479	PROPN
ctmj-180	610	6	.	.	PUNCT
ctmj-180	611	1	57	57	NUM
ctmj-180	611	2	.	.	PUNCT
ctmj-180	611	3	glissen	glissen	VERB
ctmj-180	611	4	brown	brown	PROPN
ctmj-180	611	5	jr	jr	PROPN
ctmj-180	611	6	,	,	PUNCT
ctmj-180	611	7	mansour	mansour	PROPN
ctmj-180	611	8	nm	nm	PROPN
ctmj-180	611	9	,	,	PUNCT
ctmj-180	611	10	wang	wang	PROPN
ctmj-180	611	11	p	p	PROPN
ctmj-180	611	12	,	,	PUNCT
ctmj-180	611	13	chuchuca	chuchuca	PROPN
ctmj-180	611	14	ma	ma	PROPN
ctmj-180	611	15	,	,	PUNCT
ctmj-180	611	16	minchen	minchen	PROPN
ctmj-180	611	17	berg	berg	PROPN
ctmj-180	611	18	sb	sb	PROPN
ctmj-180	611	19	,	,	PUNCT
ctmj-180	611	20	chandnani	chandnani	PROPN
ctmj-180	611	21	m	m	PROPN
ctmj-180	611	22	,	,	PUNCT
ctmj-180	611	23	et	et	PROPN
ctmj-180	611	24	al	al	PROPN
ctmj-180	611	25	.	.	PUNCT
ctmj-180	612	1	deep	deep	ADJ
ctmj-180	612	2	learning	learn	VERB
ctmj-180	612	3	computer	computer	NOUN
ctmj-180	612	4	-	-	PUNCT
ctmj-180	612	5	aided	aid	VERB
ctmj-180	612	6	polyp	polyp	NOUN
ctmj-180	612	7	detection	detection	NOUN
ctmj-180	612	8	reduces	reduce	VERB
ctmj-180	612	9	adenoma	adenoma	ADJ
ctmj-180	612	10	miss	miss	NOUN
ctmj-180	612	11	rate	rate	NOUN
ctmj-180	612	12	:	:	PUNCT
ctmj-180	612	13	a	a	DET
ctmj-180	612	14	united	united	PROPN
ctmj-180	612	15	states	states	PROPN
ctmj-180	612	16	multi	multi	ADJ
ctmj-180	612	17	-	-	ADJ
ctmj-180	612	18	center	center	ADJ
ctmj-180	612	19	randomized	randomize	VERB
ctmj-180	612	20	tandem	tandem	NOUN
ctmj-180	612	21	colonoscopy	colonoscopy	NOUN
ctmj-180	612	22	study	study	NOUN
ctmj-180	612	23	(	(	PUNCT
ctmj-180	612	24	cadet	cadet	NOUN
ctmj-180	612	25	-	-	PUNCT
ctmj-180	612	26	cs	cs	PROPN
ctmj-180	612	27	trial	trial	NOUN
ctmj-180	612	28	)	)	PUNCT
ctmj-180	612	29	.	.	PUNCT
ctmj-180	613	1	clin	clin	PROPN
ctmj-180	613	2	gastroenterol	gastroenterol	PROPN
ctmj-180	613	3	hepatol	hepatol	ADJ
ctmj-180	613	4	2022;20:1499–1507.e7	2022;20:1499–1507.e7	NUM
ctmj-180	613	5	.	.	PUNCT
ctmj-180	614	1	doi	doi	NOUN
ctmj-180	614	2	:	:	PUNCT
ctmj-180	614	3	10.1016	10.1016	NUM
ctmj-180	614	4	/	/	SYM
ctmj-180	614	5	j.	j.	PROPN
ctmj-180	614	6	cgh.2021.09.009	cgh.2021.09.009	PROPN
ctmj-180	614	7	.	.	PUNCT
ctmj-180	615	1	58	58	NUM
ctmj-180	615	2	.	.	PUNCT
ctmj-180	616	1	li	li	PROPN
ctmj-180	616	2	jw	jw	PROPN
ctmj-180	616	3	,	,	PUNCT
ctmj-180	616	4	wu	wu	PROPN
ctmj-180	616	5	cch	cch	PROPN
ctmj-180	616	6	,	,	PUNCT
ctmj-180	616	7	lee	lee	PROPN
ctmj-180	616	8	jwj	jwj	PROPN
ctmj-180	616	9	,	,	PUNCT
ctmj-180	616	10	liang	liang	PROPN
ctmj-180	616	11	r	r	PROPN
ctmj-180	616	12	,	,	PUNCT
ctmj-180	616	13	soon	soon	ADV
ctmj-180	616	14	gst	gst	PROPN
ctmj-180	616	15	,	,	PUNCT
ctmj-180	616	16	wang	wang	PROPN
ctmj-180	616	17	lm	lm	PROPN
ctmj-180	616	18	,	,	PUNCT
ctmj-180	616	19	et	et	PROPN
ctmj-180	616	20	al	al	PROPN
ctmj-180	616	21	.	.	PUNCT
ctmj-180	617	1	real	real	ADJ
ctmj-180	617	2	-	-	PUNCT
ctmj-180	617	3	world	world	NOUN
ctmj-180	617	4	validation	validation	NOUN
ctmj-180	617	5	of	of	ADP
ctmj-180	617	6	a	a	DET
ctmj-180	617	7	computer	computer	NOUN
ctmj-180	617	8	-	-	PUNCT
ctmj-180	617	9	aided	aid	VERB
ctmj-180	617	10	diagnosis	diagnosis	NOUN
ctmj-180	617	11	system	system	NOUN
ctmj-180	617	12	for	for	ADP
ctmj-180	617	13	prediction	prediction	NOUN
ctmj-180	617	14	of	of	ADP
ctmj-180	617	15	polyp	polyp	NOUN
ctmj-180	617	16	histology	histology	NOUN
ctmj-180	617	17	in	in	ADP
ctmj-180	617	18	colonoscopy	colonoscopy	NOUN
ctmj-180	617	19	:	:	PUNCT
ctmj-180	617	20	a	a	DET
ctmj-180	617	21	prospective	prospective	ADJ
ctmj-180	617	22	mul	mul	PROPN
ctmj-180	617	23	ticenter	ticenter	NOUN
ctmj-180	617	24	study	study	PROPN
ctmj-180	617	25	.	.	PUNCT
ctmj-180	618	1	am	be	AUX
ctmj-180	618	2	j	j	PROPN
ctmj-180	618	3	gastroenterol	gastroenterol	NOUN
ctmj-180	618	4	2023;118:1353–1364	2023;118:1353–1364	NUM
ctmj-180	618	5	.	.	PUNCT
ctmj-180	619	1	doi	doi	NOUN
ctmj-180	619	2	:	:	PUNCT
ctmj-180	619	3	10.14309	10.14309	NUM
ctmj-180	619	4	/	/	SYM
ctmj-180	619	5	ajg.0000000000002282	ajg.0000000000002282	PROPN
ctmj-180	619	6	.	.	NOUN
ctmj-180	619	7	59	59	NUM
ctmj-180	619	8	.	.	PUNCT
ctmj-180	620	1	minegishi	minegishi	PROPN
ctmj-180	620	2	y	y	PROPN
ctmj-180	620	3	,	,	PUNCT
ctmj-180	620	4	kudo	kudo	PROPN
ctmj-180	620	5	se	se	PROPN
ctmj-180	620	6	,	,	PUNCT
ctmj-180	620	7	miyata	miyata	PROPN
ctmj-180	620	8	y	y	PROPN
ctmj-180	620	9	,	,	PUNCT
ctmj-180	620	10	nemoto	nemoto	PROPN
ctmj-180	620	11	t	t	PROPN
ctmj-180	620	12	,	,	PUNCT
ctmj-180	620	13	mori	mori	PROPN
ctmj-180	620	14	k	k	PROPN
ctmj-180	620	15	,	,	PUNCT
ctmj-180	620	16	misawa	misawa	PROPN
ctmj-180	620	17	m.	m.	PROPN
ctmj-180	620	18	comprehensive	comprehensive	ADJ
ctmj-180	620	19	diagnostic	diagnostic	ADJ
ctmj-180	620	20	performance	performance	NOUN
ctmj-180	620	21	of	of	ADP
ctmj-180	620	22	real	real	ADJ
ctmj-180	620	23	-	-	PUNCT
ctmj-180	620	24	time	time	NOUN
ctmj-180	620	25	characteri	characteri	NOUN
ctmj-180	620	26	zation	zation	NOUN
ctmj-180	620	27	of	of	ADP
ctmj-180	620	28	colorectal	colorectal	ADJ
ctmj-180	620	29	lesions	lesion	NOUN
ctmj-180	620	30	using	use	VERB
ctmj-180	620	31	an	an	DET
ctmj-180	620	32	artificial	artificial	ADJ
ctmj-180	620	33	intelligence	intelligence	NOUN
ctmj-180	620	34	-	-	PUNCT
ctmj-180	620	35	assisted	assist	VERB
ctmj-180	620	36	system	system	NOUN
ctmj-180	620	37	:	:	PUNCT
ctmj-180	620	38	a	a	DET
ctmj-180	620	39	prospective	prospective	ADJ
ctmj-180	620	40	study	study	NOUN
ctmj-180	620	41	.	.	PUNCT
ctmj-180	621	1	gastroenterology	gastroenterology	NOUN
ctmj-180	621	2	2022;163:323–325	2022;163:323–325	NUM
ctmj-180	621	3	.	.	PUNCT
ctmj-180	622	1	e3	e3	NOUN
ctmj-180	622	2	.	.	PUNCT
ctmj-180	622	3	doi	doi	NOUN
ctmj-180	622	4	:	:	PUNCT
ctmj-180	622	5	10.1053	10.1053	NUM
ctmj-180	622	6	/	/	SYM
ctmj-180	622	7	j.gastro.2022.03.053	j.gastro.2022.03.053	ADJ
ctmj-180	622	8	.	.	PUNCT
ctmj-180	623	1	60	60	NUM
ctmj-180	623	2	.	.	PUNCT
ctmj-180	624	1	shaukat	shaukat	PROPN
ctmj-180	624	2	a	a	PROPN
ctmj-180	624	3	,	,	PUNCT
ctmj-180	624	4	lichtenstein	lichtenstein	PROPN
ctmj-180	624	5	dr	dr	PROPN
ctmj-180	624	6	,	,	PUNCT
ctmj-180	624	7	somers	somers	PROPN
ctmj-180	624	8	sc	sc	PROPN
ctmj-180	624	9	,	,	PUNCT
ctmj-180	624	10	chung	chung	PROPN
ctmj-180	624	11	dc	dc	PROPN
ctmj-180	624	12	,	,	PUNCT
ctmj-180	624	13	perdue	perdue	PROPN
ctmj-180	624	14	dg	dg	PROPN
ctmj-180	624	15	,	,	PUNCT
ctmj-180	624	16	gopal	gopal	PROPN
ctmj-180	624	17	m	m	PROPN
ctmj-180	624	18	,	,	PUNCT
ctmj-180	624	19	et	et	PROPN
ctmj-180	624	20	al	al	PROPN
ctmj-180	624	21	.	.	PUNCT
ctmj-180	624	22	computer	computer	NOUN
ctmj-180	624	23	-	-	PUNCT
ctmj-180	624	24	aided	aid	VERB
ctmj-180	624	25	detection	detection	NOUN
ctmj-180	624	26	improves	improve	VERB
ctmj-180	624	27	adenomas	adenoma	NOUN
ctmj-180	624	28	per	per	ADP
ctmj-180	624	29	colonoscopy	colonoscopy	NOUN
ctmj-180	624	30	for	for	ADP
ctmj-180	624	31	screening	screening	NOUN
ctmj-180	624	32	and	and	CCONJ
ctmj-180	624	33	surveillance	surveillance	NOUN
ctmj-180	624	34	colonoscopy	colonoscopy	NOUN
ctmj-180	624	35	:	:	PUNCT
ctmj-180	624	36	a	a	DET
ctmj-180	624	37	rand	rand	NOUN
ctmj-180	624	38	omized	omize	VERB
ctmj-180	624	39	trial	trial	NOUN
ctmj-180	624	40	.	.	PUNCT
ctmj-180	625	1	gastroenterology	gastroenterology	NOUN
ctmj-180	625	2	2022;163:732–741	2022;163:732–741	PROPN
ctmj-180	625	3	.	.	PUNCT
ctmj-180	626	1	doi	doi	NOUN
ctmj-180	626	2	:	:	PUNCT
ctmj-180	626	3	10.1053	10.1053	NUM
ctmj-180	626	4	/	/	SYM
ctmj-180	626	5	j.	j.	PROPN
ctmj-180	626	6	gastro.2022.05.028	gastro.2022.05.028	PROPN
ctmj-180	626	7	.	.	PROPN
ctmj-180	626	8	61	61	NUM
ctmj-180	626	9	.	.	PUNCT
ctmj-180	627	1	su	su	PROPN
ctmj-180	627	2	jr	jr	PROPN
ctmj-180	627	3	,	,	PUNCT
ctmj-180	627	4	li	li	PROPN
ctmj-180	627	5	z	z	PROPN
ctmj-180	627	6	,	,	PUNCT
ctmj-180	627	7	shao	shao	PROPN
ctmj-180	627	8	xj	xj	PROPN
ctmj-180	627	9	,	,	PUNCT
ctmj-180	627	10	ji	ji	PROPN
ctmj-180	627	11	cr	cr	PROPN
ctmj-180	627	12	,	,	PUNCT
ctmj-180	627	13	ji	ji	PROPN
ctmj-180	627	14	r	r	PROPN
ctmj-180	627	15	,	,	PUNCT
ctmj-180	627	16	zhou	zhou	PROPN
ctmj-180	627	17	rc	rc	PROPN
ctmj-180	627	18	,	,	PUNCT
ctmj-180	627	19	et	et	PROPN
ctmj-180	627	20	al	al	PROPN
ctmj-180	627	21	.	.	PROPN
ctmj-180	627	22	impact	impact	NOUN
ctmj-180	627	23	of	of	ADP
ctmj-180	627	24	a	a	DET
ctmj-180	627	25	real	real	ADJ
ctmj-180	627	26	-	-	PUNCT
ctmj-180	627	27	time	time	NOUN
ctmj-180	627	28	automatic	automatic	ADJ
ctmj-180	627	29	quality	quality	NOUN
ctmj-180	627	30	control	control	NOUN
ctmj-180	627	31	system	system	NOUN
ctmj-180	627	32	on	on	ADP
ctmj-180	627	33	colorectal	colorectal	ADJ
ctmj-180	627	34	polyp	polyp	NOUN
ctmj-180	627	35	and	and	CCONJ
ctmj-180	627	36	adenoma	adenoma	ADJ
ctmj-180	627	37	detection	detection	NOUN
ctmj-180	627	38	:	:	PUNCT
ctmj-180	627	39	a	a	DET
ctmj-180	627	40	prospective	prospective	ADJ
ctmj-180	627	41	randomized	randomized	ADJ
ctmj-180	627	42	controlled	control	VERB
ctmj-180	627	43	study	study	NOUN
ctmj-180	627	44	(	(	PUNCT
ctmj-180	627	45	with	with	ADP
ctmj-180	627	46	videos	video	NOUN
ctmj-180	627	47	)	)	PUNCT
ctmj-180	627	48	.	.	PUNCT
ctmj-180	628	1	gastrointest	gastrointest	ADJ
ctmj-180	628	2	endosc	endosc	PROPN
ctmj-180	628	3	2020;91:415–424.e4	2020;91:415–424.e4	NUM
ctmj-180	628	4	.	.	PUNCT
ctmj-180	629	1	doi	doi	NOUN
ctmj-180	629	2	:	:	PUNCT
ctmj-180	629	3	10.1016	10.1016	NUM
ctmj-180	629	4	/	/	SYM
ctmj-180	629	5	j.gie.2019.08.026	j.gie.2019.08.026	PROPN
ctmj-180	629	6	.	.	PUNCT
ctmj-180	630	1	62	62	NUM
ctmj-180	630	2	.	.	PUNCT
ctmj-180	631	1	wang	wang	PROPN
ctmj-180	631	2	p	p	PROPN
ctmj-180	631	3	,	,	PUNCT
ctmj-180	631	4	berzin	berzin	PROPN
ctmj-180	631	5	tm	tm	PROPN
ctmj-180	631	6	,	,	PUNCT
ctmj-180	631	7	glissen	glissen	VERB
ctmj-180	631	8	brown	brown	PROPN
ctmj-180	631	9	jr	jr	PROPN
ctmj-180	631	10	,	,	PUNCT
ctmj-180	631	11	bharadwaj	bharadwaj	PROPN
ctmj-180	631	12	s	s	PROPN
ctmj-180	631	13	,	,	PUNCT
ctmj-180	631	14	becq	becq	VERB
ctmj-180	631	15	a	a	PRON
ctmj-180	631	16	,	,	PUNCT
ctmj-180	631	17	xiao	xiao	PROPN
ctmj-180	631	18	x	x	PROPN
ctmj-180	631	19	,	,	PUNCT
ctmj-180	631	20	et	et	PROPN
ctmj-180	631	21	al	al	PROPN
ctmj-180	631	22	.	.	PUNCT
ctmj-180	632	1	real	real	ADJ
ctmj-180	632	2	-	-	PUNCT
ctmj-180	632	3	time	time	NOUN
ctmj-180	632	4	automatic	automatic	ADJ
ctmj-180	632	5	detection	detection	NOUN
ctmj-180	632	6	system	system	NOUN
ctmj-180	632	7	increases	increase	VERB
ctmj-180	632	8	colonoscopic	colonoscopic	ADJ
ctmj-180	632	9	polyp	polyp	NOUN
ctmj-180	632	10	and	and	CCONJ
ctmj-180	632	11	adenoma	adenoma	ADJ
ctmj-180	632	12	detection	detection	NOUN
ctmj-180	632	13	rates	rate	NOUN
ctmj-180	632	14	:	:	PUNCT
ctmj-180	632	15	a	a	DET
ctmj-180	632	16	prospec	prospec	ADJ
ctmj-180	632	17	tive	tive	PROPN
ctmj-180	632	18	randomised	randomise	VERB
ctmj-180	632	19	controlled	control	VERB
ctmj-180	632	20	study	study	NOUN
ctmj-180	632	21	.	.	PUNCT
ctmj-180	633	1	gut	gut	PROPN
ctmj-180	633	2	2019;68:1813–1819	2019;68:1813–1819	NUM
ctmj-180	633	3	.	.	PUNCT
ctmj-180	634	1	doi	doi	NOUN
ctmj-180	634	2	:	:	PUNCT
ctmj-180	634	3	10.1136	10.1136	NUM
ctmj-180	634	4	/	/	SYM
ctmj-180	634	5	gutjnl-2018	gutjnl-2018	NOUN
ctmj-180	634	6	-	-	PUNCT
ctmj-180	634	7	317500	317500	NUM
ctmj-180	634	8	.	.	PUNCT
ctmj-180	635	1	63	63	NUM
ctmj-180	635	2	.	.	PUNCT
ctmj-180	636	1	zippelius	zippelius	PROPN
ctmj-180	636	2	c	c	PROPN
ctmj-180	636	3	,	,	PUNCT
ctmj-180	636	4	alqahtani	alqahtani	PROPN
ctmj-180	636	5	sa	sa	PROPN
ctmj-180	636	6	,	,	PUNCT
ctmj-180	636	7	schedel	schedel	PROPN
ctmj-180	636	8	j	j	PROPN
ctmj-180	636	9	,	,	PUNCT
ctmj-180	636	10	brookman	brookman	NOUN
ctmj-180	636	11	-	-	PUNCT
ctmj-180	636	12	amissah	amissah	NOUN
ctmj-180	636	13	d	d	PROPN
ctmj-180	636	14	,	,	PUNCT
ctmj-180	636	15	muehlenberg	muehlenberg	PROPN
ctmj-180	636	16	k	k	PROPN
ctmj-180	636	17	,	,	PUNCT
ctmj-180	636	18	federle	federle	VERB
ctmj-180	636	19	c	c	NOUN
ctmj-180	636	20	,	,	PUNCT
ctmj-180	636	21	et	et	PROPN
ctmj-180	636	22	al	al	PROPN
ctmj-180	636	23	.	.	PUNCT
ctmj-180	637	1	diagnostic	diagnostic	ADJ
ctmj-180	637	2	accuracy	accuracy	NOUN
ctmj-180	637	3	of	of	ADP
ctmj-180	637	4	a	a	DET
ctmj-180	637	5	novel	novel	ADJ
ctmj-180	637	6	artificial	artificial	ADJ
ctmj-180	637	7	intelligence	intelligence	NOUN
ctmj-180	637	8	system	system	NOUN
ctmj-180	637	9	for	for	ADP
ctmj-180	637	10	adenoma	adenoma	ADJ
ctmj-180	637	11	detection	detection	NOUN
ctmj-180	637	12	in	in	ADP
ctmj-180	637	13	daily	daily	PROPN
ctmj-180	637	14	prac	prac	PROPN
ctmj-180	637	15	tice	tice	NOUN
ctmj-180	637	16	:	:	PUNCT
ctmj-180	637	17	a	a	DET
ctmj-180	637	18	prospective	prospective	ADJ
ctmj-180	637	19	nonrandomized	nonrandomize	VERB
ctmj-180	637	20	comparative	comparative	ADJ
ctmj-180	637	21	study	study	NOUN
ctmj-180	637	22	.	.	PUNCT
ctmj-180	638	1	endoscopy	endoscopy	VERB
ctmj-180	638	2	2022;54:465–472	2022;54:465–472	NUM
ctmj-180	638	3	.	.	PUNCT
ctmj-180	639	1	doi	doi	NOUN
ctmj-180	639	2	:	:	PUNCT
ctmj-180	639	3	10.1055	10.1055	NUM
ctmj-180	639	4	/	/	SYM
ctmj-180	639	5	a-1556	a-1556	PROPN
ctmj-180	639	6	-	-	PUNCT
ctmj-180	639	7	5984	5984	NUM
ctmj-180	639	8	.	.	PUNCT
ctmj-180	640	1	56	56	NUM
ctmj-180	640	2	.	.	X
ctmj-180	640	3	yuan	yuan	PROPN
ctmj-180	640	4	xl	xl	PROPN
ctmj-180	640	5	,	,	PUNCT
ctmj-180	640	6	liu	liu	PROPN
ctmj-180	640	7	w	w	PROPN
ctmj-180	640	8	,	,	PUNCT
ctmj-180	640	9	liu	liu	PROPN
ctmj-180	640	10	y	y	PROPN
ctmj-180	640	11	,	,	PUNCT
ctmj-180	640	12	zeng	zeng	PROPN
ctmj-180	640	13	xh	xh	PROPN
ctmj-180	640	14	,	,	PUNCT
ctmj-180	640	15	mou	mou	PROPN
ctmj-180	640	16	y	y	PROPN
ctmj-180	640	17	,	,	PUNCT
ctmj-180	640	18	wu	wu	PROPN
ctmj-180	640	19	cc	cc	PROPN
ctmj-180	640	20	,	,	PUNCT
ctmj-180	640	21	et	et	PROPN
ctmj-180	640	22	al	al	PROPN
ctmj-180	640	23	.	.	PUNCT
ctmj-180	640	24	artificial	artificial	ADJ
ctmj-180	640	25	intelligence	intelligence	NOUN
ctmj-180	640	26	for	for	ADP
ctmj-180	640	27	diagnosing	diagnose	VERB
ctmj-180	640	28	microvessels	microvessel	NOUN
ctmj-180	640	29	of	of	ADP
ctmj-180	640	30	precancerous	precancerous	ADJ
ctmj-180	640	31	lesions	lesion	NOUN
ctmj-180	640	32	and	and	CCONJ
ctmj-180	640	33	superficial	superficial	ADJ
ctmj-180	640	34	esophageal	esophageal	ADJ
ctmj-180	640	35	squamous	squamous	ADJ
ctmj-180	640	36	cell	cell	NOUN
ctmj-180	640	37	carcinomas	carcinoma	NOUN
ctmj-180	640	38	:	:	PUNCT
ctmj-180	640	39	a	a	DET
ctmj-180	640	40	multi	multi	ADJ
ctmj-180	640	41	center	center	NOUN
ctmj-180	640	42	study	study	NOUN
ctmj-180	640	43	.	.	PUNCT
ctmj-180	641	1	surg	surg	NOUN
ctmj-180	641	2	endosc	endosc	PROPN
ctmj-180	641	3	2022;36:8651–8662	2022;36:8651–8662	NUM
ctmj-180	641	4	.	.	PUNCT
ctmj-180	642	1	doi	doi	NOUN
ctmj-180	642	2	:	:	PUNCT
ctmj-180	642	3	10.1007/	10.1007/	NUM
ctmj-180	642	4	s00464	s00464	PROPN
ctmj-180	642	5	-	-	PUNCT
ctmj-180	642	6	022	022	NUM
ctmj-180	642	7	-	-	PUNCT
ctmj-180	642	8	09353	09353	NUM
ctmj-180	642	9	-	-	SYM
ctmj-180	642	10	0	0	NUM
ctmj-180	642	11	.	.	PUNCT