id	sid	tid	token	lemma	pos
american_scientific_journal-6070	1	1	1	1	NUM
american_scientific_journal-6070	1	2	american	american	ADJ
american_scientific_journal-6070	1	3	scientific	scientific	ADJ
american_scientific_journal-6070	1	4	research	research	NOUN
american_scientific_journal-6070	1	5	journal	journal	NOUN
american_scientific_journal-6070	1	6	for	for	ADP
american_scientific_journal-6070	1	7	engineering	engineering	NOUN
american_scientific_journal-6070	1	8	,	,	PUNCT
american_scientific_journal-6070	1	9	technology	technology	NOUN
american_scientific_journal-6070	1	10	,	,	PUNCT
american_scientific_journal-6070	1	11	and	and	CCONJ
american_scientific_journal-6070	1	12	sciences	science	NOUN
american_scientific_journal-6070	1	13	(	(	PUNCT
american_scientific_journal-6070	1	14	asrjets	asrjet	NOUN
american_scientific_journal-6070	1	15	)	)	PUNCT
american_scientific_journal-6070	1	16	issn	issn	PROPN
american_scientific_journal-6070	1	17	(	(	PUNCT
american_scientific_journal-6070	1	18	print	print	NOUN
american_scientific_journal-6070	1	19	)	)	PUNCT
american_scientific_journal-6070	1	20	2313	2313	NUM
american_scientific_journal-6070	1	21	-	-	SYM
american_scientific_journal-6070	1	22	4410	4410	NUM
american_scientific_journal-6070	1	23	,	,	PUNCT
american_scientific_journal-6070	1	24	issn	issn	PROPN
american_scientific_journal-6070	1	25	(	(	PUNCT
american_scientific_journal-6070	1	26	online	online	ADJ
american_scientific_journal-6070	1	27	)	)	PUNCT
american_scientific_journal-6070	1	28	2313	2313	NUM
american_scientific_journal-6070	1	29	-	-	SYM
american_scientific_journal-6070	1	30	4402	4402	NUM
american_scientific_journal-6070	1	31	©	©	PROPN
american_scientific_journal-6070	1	32	global	global	ADJ
american_scientific_journal-6070	1	33	society	society	NOUN
american_scientific_journal-6070	1	34	of	of	ADP
american_scientific_journal-6070	1	35	scientific	scientific	ADJ
american_scientific_journal-6070	1	36	research	research	NOUN
american_scientific_journal-6070	1	37	and	and	CCONJ
american_scientific_journal-6070	1	38	researchers	researcher	NOUN
american_scientific_journal-6070	1	39	http://asrjetsjournal.org/	http://asrjetsjournal.org/	NOUN
american_scientific_journal-6070	1	40	mri	mri	NOUN
american_scientific_journal-6070	1	41	image	image	NOUN
american_scientific_journal-6070	1	42	segmentation	segmentation	NOUN
american_scientific_journal-6070	1	43	system	system	NOUN
american_scientific_journal-6070	1	44	of	of	ADP
american_scientific_journal-6070	1	45	uterine	uterine	ADJ
american_scientific_journal-6070	1	46	fibroids	fibroid	NOUN
american_scientific_journal-6070	1	47	based	base	VERB
american_scientific_journal-6070	1	48	on	on	ADP
american_scientific_journal-6070	1	49	ar	ar	NOUN
american_scientific_journal-6070	1	50	-	-	ADJ
american_scientific_journal-6070	1	51	unet	unet	NOUN
american_scientific_journal-6070	1	52	network	network	NOUN
american_scientific_journal-6070	1	53	tang	tang	PROPN
american_scientific_journal-6070	1	54	chun	chun	PROPN
american_scientific_journal-6070	1	55	-	-	PUNCT
american_scientific_journal-6070	1	56	ming	ming	PROPN
american_scientific_journal-6070	1	57	a	a	PROPN
american_scientific_journal-6070	1	58	*	*	PROPN
american_scientific_journal-6070	1	59	,	,	PUNCT
american_scientific_journal-6070	1	60	liu	liu	PROPN
american_scientific_journal-6070	1	61	dong	dong	PROPN
american_scientific_journal-6070	1	62	b	b	PROPN
american_scientific_journal-6070	1	63	,	,	PUNCT
american_scientific_journal-6070	1	64	yu	yu	PROPN
american_scientific_journal-6070	1	65	xiang	xiang	PROPN
american_scientific_journal-6070	1	66	c	c	PROPN
american_scientific_journal-6070	1	67	a	a	DET
american_scientific_journal-6070	1	68	school	school	NOUN
american_scientific_journal-6070	1	69	of	of	ADP
american_scientific_journal-6070	1	70	artificial	artificial	ADJ
american_scientific_journal-6070	1	71	intelligence	intelligence	NOUN
american_scientific_journal-6070	1	72	institute	institute	PROPN
american_scientific_journal-6070	1	73	,	,	PUNCT
american_scientific_journal-6070	1	74	tiangong	tiangong	PROPN
american_scientific_journal-6070	1	75	university	university	PROPN
american_scientific_journal-6070	1	76	,	,	PUNCT
american_scientific_journal-6070	1	77	tianjin	tianjin	PROPN
american_scientific_journal-6070	1	78	,	,	PUNCT
american_scientific_journal-6070	1	79	300387,china	300387,china	PROPN
american_scientific_journal-6070	1	80	b	b	PROPN
american_scientific_journal-6070	1	81	school	school	NOUN
american_scientific_journal-6070	1	82	of	of	ADP
american_scientific_journal-6070	1	83	life	life	NOUN
american_scientific_journal-6070	1	84	sciences	sciences	PROPN
american_scientific_journal-6070	1	85	,	,	PUNCT
american_scientific_journal-6070	1	86	tiangong	tiangong	NOUN
american_scientific_journal-6070	1	87	university	university	PROPN
american_scientific_journal-6070	1	88	,	,	PUNCT
american_scientific_journal-6070	1	89	tianjin	tianjin	PROPN
american_scientific_journal-6070	1	90	,	,	PUNCT
american_scientific_journal-6070	1	91	300387,china	300387,china	PROPN
american_scientific_journal-6070	1	92	c	c	NOUN
american_scientific_journal-6070	1	93	country	country	NOUN
american_scientific_journal-6070	1	94	center	center	NOUN
american_scientific_journal-6070	1	95	for	for	ADP
american_scientific_journal-6070	1	96	engineering	engineering	NOUN
american_scientific_journal-6070	1	97	practice	practice	NOUN
american_scientific_journal-6070	1	98	and	and	CCONJ
american_scientific_journal-6070	1	99	training	training	NOUN
american_scientific_journal-6070	1	100	,	,	PUNCT
american_scientific_journal-6070	1	101	tiangong	tiangong	ADJ
american_scientific_journal-6070	1	102	university	university	NOUN
american_scientific_journal-6070	1	103	,	,	PUNCT
american_scientific_journal-6070	1	104	tianjin	tianjin	PROPN
american_scientific_journal-6070	1	105	,	,	PUNCT
american_scientific_journal-6070	1	106	300387	300387	NUM
american_scientific_journal-6070	1	107	,	,	PUNCT
american_scientific_journal-6070	1	108	china	china	PROPN
american_scientific_journal-6070	1	109	a	a	DET
american_scientific_journal-6070	1	110	email	email	NOUN
american_scientific_journal-6070	1	111	:	:	PUNCT
american_scientific_journal-6070	1	112	910541218@qq.com	910541218@qq.com	NUM
american_scientific_journal-6070	1	113	b	b	X
american_scientific_journal-6070	1	114	email	email	NOUN
american_scientific_journal-6070	1	115	:	:	PUNCT
american_scientific_journal-6070	1	116	1193750550@qq.com	1193750550@qq.com	NUM
american_scientific_journal-6070	1	117	c	c	NOUN
american_scientific_journal-6070	1	118	email	email	NOUN
american_scientific_journal-6070	1	119	:	:	PUNCT
american_scientific_journal-6070	1	120	1922489185@qq.com	1922489185@qq.com	NUM
american_scientific_journal-6070	1	121	abstract	abstract	ADJ
american_scientific_journal-6070	1	122	uterine	uterine	ADJ
american_scientific_journal-6070	1	123	fibroids	fibroid	NOUN
american_scientific_journal-6070	1	124	are	be	AUX
american_scientific_journal-6070	1	125	the	the	DET
american_scientific_journal-6070	1	126	most	most	ADV
american_scientific_journal-6070	1	127	common	common	ADJ
american_scientific_journal-6070	1	128	benign	benign	ADJ
american_scientific_journal-6070	1	129	tumors	tumor	NOUN
american_scientific_journal-6070	1	130	in	in	ADP
american_scientific_journal-6070	1	131	female	female	ADJ
american_scientific_journal-6070	1	132	reproductive	reproductive	ADJ
american_scientific_journal-6070	1	133	organs	organ	NOUN
american_scientific_journal-6070	1	134	.	.	PUNCT
american_scientific_journal-6070	2	1	the	the	DET
american_scientific_journal-6070	2	2	segmentation	segmentation	NOUN
american_scientific_journal-6070	2	3	of	of	ADP
american_scientific_journal-6070	2	4	uterine	uterine	ADJ
american_scientific_journal-6070	2	5	fibroids	fibroid	NOUN
american_scientific_journal-6070	2	6	is	be	AUX
american_scientific_journal-6070	2	7	crucial	crucial	ADJ
american_scientific_journal-6070	2	8	for	for	ADP
american_scientific_journal-6070	2	9	accurate	accurate	ADJ
american_scientific_journal-6070	2	10	treatment	treatment	NOUN
american_scientific_journal-6070	2	11	.	.	PUNCT
american_scientific_journal-6070	3	1	this	this	DET
american_scientific_journal-6070	3	2	paper	paper	NOUN
american_scientific_journal-6070	3	3	proposes	propose	VERB
american_scientific_journal-6070	3	4	a	a	DET
american_scientific_journal-6070	3	5	new	new	ADJ
american_scientific_journal-6070	3	6	uterine	uterine	ADJ
american_scientific_journal-6070	3	7	fibroids	fibroid	NOUN
american_scientific_journal-6070	3	8	mri	mri	NOUN
american_scientific_journal-6070	3	9	t2w	t2w	ADP
american_scientific_journal-6070	3	10	image	image	NOUN
american_scientific_journal-6070	3	11	segmentation	segmentation	NOUN
american_scientific_journal-6070	3	12	network	network	PROPN
american_scientific_journal-6070	3	13	ar	ar	PROPN
american_scientific_journal-6070	3	14	-	-	NOUN
american_scientific_journal-6070	3	15	unet	unet	NOUN
american_scientific_journal-6070	3	16	(	(	PUNCT
american_scientific_journal-6070	3	17	attention	attention	NOUN
american_scientific_journal-6070	3	18	resnet101	resnet101	NOUN
american_scientific_journal-6070	3	19	-	-	PUNCT
american_scientific_journal-6070	3	20	unet	unet	NOUN
american_scientific_journal-6070	3	21	)	)	PUNCT
american_scientific_journal-6070	3	22	,	,	PUNCT
american_scientific_journal-6070	3	23	which	which	PRON
american_scientific_journal-6070	3	24	uses	use	VERB
american_scientific_journal-6070	3	25	the	the	DET
american_scientific_journal-6070	3	26	deep	deep	ADJ
american_scientific_journal-6070	3	27	neural	neural	ADJ
american_scientific_journal-6070	3	28	network	network	NOUN
american_scientific_journal-6070	3	29	resnet101	resnet101	PROPN
american_scientific_journal-6070	3	30	as	as	ADP
american_scientific_journal-6070	3	31	the	the	DET
american_scientific_journal-6070	3	32	front	front	ADJ
american_scientific_journal-6070	3	33	end	end	NOUN
american_scientific_journal-6070	3	34	of	of	ADP
american_scientific_journal-6070	3	35	feature	feature	NOUN
american_scientific_journal-6070	3	36	extraction	extraction	NOUN
american_scientific_journal-6070	3	37	,	,	PUNCT
american_scientific_journal-6070	3	38	extracts	extract	VERB
american_scientific_journal-6070	3	39	image	image	NOUN
american_scientific_journal-6070	3	40	semantic	semantic	ADJ
american_scientific_journal-6070	3	41	information	information	NOUN
american_scientific_journal-6070	3	42	,	,	PUNCT
american_scientific_journal-6070	3	43	and	and	CCONJ
american_scientific_journal-6070	3	44	combines	combine	VERB
american_scientific_journal-6070	3	45	u	u	ADJ
american_scientific_journal-6070	3	46	-	-	ADJ
american_scientific_journal-6070	3	47	net	net	ADJ
american_scientific_journal-6070	3	48	design	design	NOUN
american_scientific_journal-6070	3	49	ideas	idea	NOUN
american_scientific_journal-6070	3	50	to	to	PART
american_scientific_journal-6070	3	51	build	build	VERB
american_scientific_journal-6070	3	52	a	a	DET
american_scientific_journal-6070	3	53	network	network	NOUN
american_scientific_journal-6070	3	54	structure	structure	NOUN
american_scientific_journal-6070	3	55	.	.	PUNCT
american_scientific_journal-6070	4	1	the	the	DET
american_scientific_journal-6070	4	2	attention	attention	NOUN
american_scientific_journal-6070	4	3	gate	gate	NOUN
american_scientific_journal-6070	4	4	module	module	NOUN
american_scientific_journal-6070	4	5	is	be	AUX
american_scientific_journal-6070	4	6	added	add	VERB
american_scientific_journal-6070	4	7	before	before	SCONJ
american_scientific_journal-6070	4	8	the	the	DET
american_scientific_journal-6070	4	9	upsampling	upsampling	NOUN
american_scientific_journal-6070	4	10	and	and	CCONJ
american_scientific_journal-6070	4	11	downsampling	downsample	VERB
american_scientific_journal-6070	4	12	feature	feature	NOUN
american_scientific_journal-6070	4	13	maps	map	NOUN
american_scientific_journal-6070	4	14	are	be	AUX
american_scientific_journal-6070	4	15	spliced	splice	VERB
american_scientific_journal-6070	4	16	.	.	PUNCT
american_scientific_journal-6070	5	1	we	we	PRON
american_scientific_journal-6070	5	2	tested	test	VERB
american_scientific_journal-6070	5	3	a	a	DET
american_scientific_journal-6070	5	4	total	total	NOUN
american_scientific_journal-6070	5	5	of	of	ADP
american_scientific_journal-6070	5	6	123	123	NUM
american_scientific_journal-6070	5	7	uterine	uterine	ADJ
american_scientific_journal-6070	5	8	fibroids	fibroid	NOUN
american_scientific_journal-6070	5	9	mri	mri	NOUN
american_scientific_journal-6070	5	10	t2w	t2w	ADP
american_scientific_journal-6070	5	11	images	image	NOUN
american_scientific_journal-6070	5	12	from	from	ADP
american_scientific_journal-6070	5	13	13	13	NUM
american_scientific_journal-6070	5	14	patients	patient	NOUN
american_scientific_journal-6070	5	15	.	.	PUNCT
american_scientific_journal-6070	6	1	the	the	DET
american_scientific_journal-6070	6	2	segmentation	segmentation	NOUN
american_scientific_journal-6070	6	3	results	result	NOUN
american_scientific_journal-6070	6	4	were	be	AUX
american_scientific_journal-6070	6	5	verified	verify	VERB
american_scientific_journal-6070	6	6	with	with	ADP
american_scientific_journal-6070	6	7	expert	expert	NOUN
american_scientific_journal-6070	6	8	-	-	PUNCT
american_scientific_journal-6070	6	9	defined	define	VERB
american_scientific_journal-6070	6	10	manual	manual	ADJ
american_scientific_journal-6070	6	11	segmentation	segmentation	NOUN
american_scientific_journal-6070	6	12	results	result	NOUN
american_scientific_journal-6070	6	13	.	.	PUNCT
american_scientific_journal-6070	7	1	the	the	DET
american_scientific_journal-6070	7	2	average	average	ADJ
american_scientific_journal-6070	7	3	dice	dice	NOUN
american_scientific_journal-6070	7	4	coefficient	coefficient	NOUN
american_scientific_journal-6070	7	5	,	,	PUNCT
american_scientific_journal-6070	7	6	iou	iou	NOUN
american_scientific_journal-6070	7	7	value	value	NOUN
american_scientific_journal-6070	7	8	,	,	PUNCT
american_scientific_journal-6070	7	9	sensitivity	sensitivity	NOUN
american_scientific_journal-6070	7	10	and	and	CCONJ
american_scientific_journal-6070	7	11	specificity	specificity	NOUN
american_scientific_journal-6070	7	12	of	of	ADP
american_scientific_journal-6070	7	13	all	all	DET
american_scientific_journal-6070	7	14	segmented	segment	VERB
american_scientific_journal-6070	7	15	images	image	NOUN
american_scientific_journal-6070	7	16	were	be	AUX
american_scientific_journal-6070	7	17	0.9044	0.9044	NUM
american_scientific_journal-6070	7	18	,	,	PUNCT
american_scientific_journal-6070	7	19	0.8443	0.8443	NUM
american_scientific_journal-6070	7	20	,	,	PUNCT
american_scientific_journal-6070	7	21	88.55	88.55	NUM
american_scientific_journal-6070	7	22	%	%	NOUN
american_scientific_journal-6070	7	23	and	and	CCONJ
american_scientific_journal-6070	7	24	94.56	94.56	NUM
american_scientific_journal-6070	7	25	%	%	NOUN
american_scientific_journal-6070	7	26	,	,	PUNCT
american_scientific_journal-6070	7	27	the	the	DET
american_scientific_journal-6070	7	28	performance	performance	NOUN
american_scientific_journal-6070	7	29	is	be	AUX
american_scientific_journal-6070	7	30	better	well	ADJ
american_scientific_journal-6070	7	31	than	than	ADP
american_scientific_journal-6070	7	32	resnet101	resnet101	NOUN
american_scientific_journal-6070	7	33	-	-	PUNCT
american_scientific_journal-6070	7	34	unet	unet	NOUN
american_scientific_journal-6070	7	35	and	and	CCONJ
american_scientific_journal-6070	7	36	attention	attention	NOUN
american_scientific_journal-6070	7	37	-	-	PUNCT
american_scientific_journal-6070	7	38	unet	unet	NOUN
american_scientific_journal-6070	7	39	models	model	NOUN
american_scientific_journal-6070	7	40	,	,	PUNCT
american_scientific_journal-6070	7	41	and	and	CCONJ
american_scientific_journal-6070	7	42	finally	finally	ADV
american_scientific_journal-6070	7	43	the	the	DET
american_scientific_journal-6070	7	44	network	network	NOUN
american_scientific_journal-6070	7	45	is	be	AUX
american_scientific_journal-6070	7	46	encapsulated	encapsulate	VERB
american_scientific_journal-6070	7	47	into	into	ADP
american_scientific_journal-6070	7	48	an	an	DET
american_scientific_journal-6070	7	49	auxiliary	auxiliary	ADJ
american_scientific_journal-6070	7	50	diagnostic	diagnostic	ADJ
american_scientific_journal-6070	7	51	system	system	NOUN
american_scientific_journal-6070	7	52	.	.	PUNCT
american_scientific_journal-6070	8	1	keywords	keyword	NOUN
american_scientific_journal-6070	8	2	:	:	PUNCT
american_scientific_journal-6070	8	3	uterine	uterine	ADJ
american_scientific_journal-6070	8	4	fibroids	fibroid	NOUN
american_scientific_journal-6070	8	5	mri	mri	NOUN
american_scientific_journal-6070	8	6	image	image	NOUN
american_scientific_journal-6070	8	7	segmentation	segmentation	NOUN
american_scientific_journal-6070	8	8	;	;	PUNCT
american_scientific_journal-6070	8	9	attention	attention	NOUN
american_scientific_journal-6070	8	10	resnet101	resnet101	NOUN
american_scientific_journal-6070	8	11	-	-	PUNCT
american_scientific_journal-6070	8	12	unet	unet	NOUN
american_scientific_journal-6070	8	13	;	;	PUNCT
american_scientific_journal-6070	8	14	attention	attention	NOUN
american_scientific_journal-6070	8	15	mechanism	mechanism	NOUN
american_scientific_journal-6070	8	16	.	.	PUNCT
american_scientific_journal-6070	9	1	1	1	X
american_scientific_journal-6070	9	2	.	.	X
american_scientific_journal-6070	9	3	introduction	introduction	NOUN
american_scientific_journal-6070	9	4	uterine	uterine	ADJ
american_scientific_journal-6070	9	5	fibroids	fibroid	NOUN
american_scientific_journal-6070	9	6	are	be	AUX
american_scientific_journal-6070	9	7	the	the	DET
american_scientific_journal-6070	9	8	most	most	ADV
american_scientific_journal-6070	9	9	common	common	ADJ
american_scientific_journal-6070	9	10	benign	benign	ADJ
american_scientific_journal-6070	9	11	tumors	tumor	NOUN
american_scientific_journal-6070	9	12	of	of	ADP
american_scientific_journal-6070	9	13	the	the	DET
american_scientific_journal-6070	9	14	female	female	ADJ
american_scientific_journal-6070	9	15	reproductive	reproductive	ADJ
american_scientific_journal-6070	9	16	system	system	NOUN
american_scientific_journal-6070	9	17	,	,	PUNCT
american_scientific_journal-6070	9	18	which	which	PRON
american_scientific_journal-6070	9	19	are	be	AUX
american_scientific_journal-6070	9	20	common	common	ADJ
american_scientific_journal-6070	9	21	in	in	ADP
american_scientific_journal-6070	9	22	women	woman	NOUN
american_scientific_journal-6070	9	23	aged	age	VERB
american_scientific_journal-6070	9	24	30	30	NUM
american_scientific_journal-6070	9	25	-	-	SYM
american_scientific_journal-6070	9	26	50	50	NUM
american_scientific_journal-6070	9	27	years	year	NOUN
american_scientific_journal-6070	9	28	[	[	X
american_scientific_journal-6070	9	29	1	1	NUM
american_scientific_journal-6070	9	30	]	]	PUNCT
american_scientific_journal-6070	9	31	.	.	PUNCT
american_scientific_journal-6070	10	1	-----------------------------------------------------------------------	-----------------------------------------------------------------------	PUNCT
american_scientific_journal-6070	11	1	*	*	PUNCT
american_scientific_journal-6070	11	2	corresponding	correspond	VERB
american_scientific_journal-6070	11	3	author	author	NOUN
american_scientific_journal-6070	11	4	.	.	PUNCT
american_scientific_journal-6070	12	1	american	american	PROPN
american_scientific_journal-6070	12	2	scientific	scientific	ADJ
american_scientific_journal-6070	12	3	research	research	PROPN
american_scientific_journal-6070	12	4	journal	journal	NOUN
american_scientific_journal-6070	12	5	for	for	ADP
american_scientific_journal-6070	12	6	engineering	engineering	NOUN
american_scientific_journal-6070	12	7	,	,	PUNCT
american_scientific_journal-6070	12	8	technology	technology	NOUN
american_scientific_journal-6070	12	9	,	,	PUNCT
american_scientific_journal-6070	12	10	and	and	CCONJ
american_scientific_journal-6070	12	11	sciences	science	NOUN
american_scientific_journal-6070	12	12	(	(	PUNCT
american_scientific_journal-6070	12	13	asrjets	asrjet	NOUN
american_scientific_journal-6070	12	14	)	)	PUNCT
american_scientific_journal-6070	12	15	(	(	PUNCT
american_scientific_journal-6070	12	16	2020	2020	NUM
american_scientific_journal-6070	12	17	)	)	PUNCT
american_scientific_journal-6070	12	18	volume	volume	NOUN
american_scientific_journal-6070	12	19	71	71	NUM
american_scientific_journal-6070	12	20	,	,	PUNCT
american_scientific_journal-6070	12	21	no	no	DET
american_scientific_journal-6070	12	22	1	1	NUM
american_scientific_journal-6070	12	23	,	,	PUNCT
american_scientific_journal-6070	12	24	pp	pp	ADV
american_scientific_journal-6070	12	25	1	1	NUM
american_scientific_journal-6070	12	26	-	-	SYM
american_scientific_journal-6070	12	27	10	10	NUM
american_scientific_journal-6070	12	28	2	2	NUM
american_scientific_journal-6070	12	29	according	accord	VERB
american_scientific_journal-6070	12	30	to	to	ADP
american_scientific_journal-6070	12	31	statistics	statistic	NOUN
american_scientific_journal-6070	12	32	,	,	PUNCT
american_scientific_journal-6070	12	33	at	at	ADV
american_scientific_journal-6070	12	34	least	least	ADJ
american_scientific_journal-6070	12	35	25	25	NUM
american_scientific_journal-6070	12	36	%	%	NOUN
american_scientific_journal-6070	12	37	of	of	ADP
american_scientific_journal-6070	12	38	women	woman	NOUN
american_scientific_journal-6070	12	39	of	of	ADP
american_scientific_journal-6070	12	40	childbearing	childbeare	VERB
american_scientific_journal-6070	12	41	age	age	NOUN
american_scientific_journal-6070	12	42	in	in	ADP
american_scientific_journal-6070	12	43	china	china	PROPN
american_scientific_journal-6070	12	44	have	have	VERB
american_scientific_journal-6070	12	45	uterine	uterine	ADJ
american_scientific_journal-6070	12	46	fibroids	fibroid	NOUN
american_scientific_journal-6070	12	47	[	[	X
american_scientific_journal-6070	12	48	2	2	NUM
american_scientific_journal-6070	12	49	]	]	PUNCT
american_scientific_journal-6070	12	50	.	.	PUNCT
american_scientific_journal-6070	13	1	in	in	ADP
american_scientific_journal-6070	13	2	fact	fact	NOUN
american_scientific_journal-6070	13	3	,	,	PUNCT
american_scientific_journal-6070	13	4	because	because	SCONJ
american_scientific_journal-6070	13	5	many	many	ADJ
american_scientific_journal-6070	13	6	patients	patient	NOUN
american_scientific_journal-6070	13	7	have	have	VERB
american_scientific_journal-6070	13	8	no	no	DET
american_scientific_journal-6070	13	9	obvious	obvious	ADJ
american_scientific_journal-6070	13	10	symptoms	symptom	NOUN
american_scientific_journal-6070	13	11	,	,	PUNCT
american_scientific_journal-6070	13	12	the	the	DET
american_scientific_journal-6070	13	13	actual	actual	ADJ
american_scientific_journal-6070	13	14	incidence	incidence	NOUN
american_scientific_journal-6070	13	15	of	of	ADP
american_scientific_journal-6070	13	16	uterine	uterine	ADJ
american_scientific_journal-6070	13	17	fibroids	fibroid	NOUN
american_scientific_journal-6070	13	18	is	be	AUX
american_scientific_journal-6070	13	19	much	much	ADV
american_scientific_journal-6070	13	20	higher	high	ADJ
american_scientific_journal-6070	13	21	than	than	ADP
american_scientific_journal-6070	13	22	the	the	DET
american_scientific_journal-6070	13	23	above	above	ADJ
american_scientific_journal-6070	13	24	data	datum	NOUN
american_scientific_journal-6070	13	25	.	.	PUNCT
american_scientific_journal-6070	14	1	it	it	PRON
american_scientific_journal-6070	14	2	can	can	AUX
american_scientific_journal-6070	14	3	cause	cause	VERB
american_scientific_journal-6070	14	4	uterine	uterine	ADJ
american_scientific_journal-6070	14	5	bleeding	bleeding	NOUN
american_scientific_journal-6070	14	6	,	,	PUNCT
american_scientific_journal-6070	14	7	pelvic	pelvic	ADJ
american_scientific_journal-6070	14	8	pain	pain	NOUN
american_scientific_journal-6070	14	9	,	,	PUNCT
american_scientific_journal-6070	14	10	abdominal	abdominal	ADJ
american_scientific_journal-6070	14	11	masses	masse	NOUN
american_scientific_journal-6070	14	12	and	and	CCONJ
american_scientific_journal-6070	14	13	compression	compression	NOUN
american_scientific_journal-6070	14	14	symptoms	symptom	NOUN
american_scientific_journal-6070	14	15	,	,	PUNCT
american_scientific_journal-6070	14	16	infertility	infertility	NOUN
american_scientific_journal-6070	14	17	,	,	PUNCT
american_scientific_journal-6070	14	18	premature	premature	ADJ
american_scientific_journal-6070	14	19	delivery	delivery	NOUN
american_scientific_journal-6070	14	20	and	and	CCONJ
american_scientific_journal-6070	14	21	miscarriage	miscarriage	NOUN
american_scientific_journal-6070	14	22	,	,	PUNCT
american_scientific_journal-6070	14	23	which	which	PRON
american_scientific_journal-6070	14	24	seriously	seriously	ADV
american_scientific_journal-6070	14	25	affects	affect	VERB
american_scientific_journal-6070	14	26	the	the	DET
american_scientific_journal-6070	14	27	normal	normal	ADJ
american_scientific_journal-6070	14	28	life	life	NOUN
american_scientific_journal-6070	14	29	of	of	ADP
american_scientific_journal-6070	14	30	chinese	chinese	ADJ
american_scientific_journal-6070	14	31	women	woman	NOUN
american_scientific_journal-6070	14	32	and	and	CCONJ
american_scientific_journal-6070	14	33	places	place	VERB
american_scientific_journal-6070	14	34	an	an	DET
american_scientific_journal-6070	14	35	economic	economic	ADJ
american_scientific_journal-6070	14	36	burden	burden	NOUN
american_scientific_journal-6070	14	37	on	on	ADP
american_scientific_journal-6070	14	38	families	family	NOUN
american_scientific_journal-6070	14	39	and	and	CCONJ
american_scientific_journal-6070	14	40	society	society	NOUN
american_scientific_journal-6070	14	41	.	.	PUNCT
american_scientific_journal-6070	15	1	therefore	therefore	ADV
american_scientific_journal-6070	15	2	,	,	PUNCT
american_scientific_journal-6070	15	3	early	early	ADJ
american_scientific_journal-6070	15	4	uterine	uterine	ADJ
american_scientific_journal-6070	15	5	fibroids	fibroid	NOUN
american_scientific_journal-6070	15	6	screening	screen	VERB
american_scientific_journal-6070	15	7	can	can	AUX
american_scientific_journal-6070	15	8	enable	enable	VERB
american_scientific_journal-6070	15	9	patients	patient	NOUN
american_scientific_journal-6070	15	10	to	to	PART
american_scientific_journal-6070	15	11	detect	detect	VERB
american_scientific_journal-6070	15	12	early	early	ADV
american_scientific_journal-6070	15	13	,	,	PUNCT
american_scientific_journal-6070	15	14	thereby	thereby	ADV
american_scientific_journal-6070	15	15	increasing	increase	VERB
american_scientific_journal-6070	15	16	the	the	DET
american_scientific_journal-6070	15	17	chance	chance	NOUN
american_scientific_journal-6070	15	18	of	of	ADP
american_scientific_journal-6070	15	19	recovery	recovery	NOUN
american_scientific_journal-6070	15	20	.	.	PUNCT
american_scientific_journal-6070	16	1	screening	screen	VERB
american_scientific_journal-6070	16	2	methods	method	NOUN
american_scientific_journal-6070	16	3	include	include	VERB
american_scientific_journal-6070	16	4	ultrasound	ultrasound	NOUN
american_scientific_journal-6070	16	5	,	,	PUNCT
american_scientific_journal-6070	16	6	hysteroscopy	hysteroscopy	NOUN
american_scientific_journal-6070	16	7	and	and	CCONJ
american_scientific_journal-6070	16	8	mri	mri	NOUN
american_scientific_journal-6070	16	9	,	,	PUNCT
american_scientific_journal-6070	16	10	of	of	ADP
american_scientific_journal-6070	16	11	which	which	DET
american_scientific_journal-6070	16	12	mri	mri	NOUN
american_scientific_journal-6070	16	13	is	be	AUX
american_scientific_journal-6070	16	14	currently	currently	ADV
american_scientific_journal-6070	16	15	considered	consider	VERB
american_scientific_journal-6070	16	16	to	to	PART
american_scientific_journal-6070	16	17	be	be	AUX
american_scientific_journal-6070	16	18	the	the	DET
american_scientific_journal-6070	16	19	most	most	ADV
american_scientific_journal-6070	16	20	accurate	accurate	ADJ
american_scientific_journal-6070	16	21	imaging	imaging	NOUN
american_scientific_journal-6070	16	22	technique	technique	NOUN
american_scientific_journal-6070	16	23	for	for	ADP
american_scientific_journal-6070	16	24	detecting	detect	VERB
american_scientific_journal-6070	16	25	and	and	CCONJ
american_scientific_journal-6070	16	26	locating	locate	VERB
american_scientific_journal-6070	16	27	fibroids	fibroid	NOUN
american_scientific_journal-6070	16	28	[	[	X
american_scientific_journal-6070	16	29	3	3	NUM
american_scientific_journal-6070	16	30	]	]	PUNCT
american_scientific_journal-6070	16	31	.	.	PUNCT
american_scientific_journal-6070	17	1	however	however	ADV
american_scientific_journal-6070	17	2	,	,	PUNCT
american_scientific_journal-6070	17	3	segmentation	segmentation	NOUN
american_scientific_journal-6070	17	4	of	of	ADP
american_scientific_journal-6070	17	5	mri	mri	NOUN
american_scientific_journal-6070	17	6	images	image	NOUN
american_scientific_journal-6070	17	7	of	of	ADP
american_scientific_journal-6070	17	8	uterine	uterine	ADJ
american_scientific_journal-6070	17	9	fibroids	fibroid	NOUN
american_scientific_journal-6070	17	10	is	be	AUX
american_scientific_journal-6070	17	11	a	a	DET
american_scientific_journal-6070	17	12	challenging	challenging	ADJ
american_scientific_journal-6070	17	13	task	task	NOUN
american_scientific_journal-6070	17	14	,	,	PUNCT
american_scientific_journal-6070	17	15	which	which	PRON
american_scientific_journal-6070	17	16	is	be	AUX
american_scientific_journal-6070	17	17	usually	usually	ADV
american_scientific_journal-6070	17	18	done	do	VERB
american_scientific_journal-6070	17	19	manually	manually	ADV
american_scientific_journal-6070	17	20	by	by	ADP
american_scientific_journal-6070	17	21	one	one	NUM
american_scientific_journal-6070	17	22	or	or	CCONJ
american_scientific_journal-6070	17	23	two	two	NUM
american_scientific_journal-6070	17	24	experienced	experienced	ADJ
american_scientific_journal-6070	17	25	doctors	doctor	NOUN
american_scientific_journal-6070	17	26	.	.	PUNCT
american_scientific_journal-6070	18	1	because	because	SCONJ
american_scientific_journal-6070	18	2	the	the	DET
american_scientific_journal-6070	18	3	borders	border	NOUN
american_scientific_journal-6070	18	4	of	of	ADP
american_scientific_journal-6070	18	5	fibroids	fibroid	NOUN
american_scientific_journal-6070	18	6	are	be	AUX
american_scientific_journal-6070	18	7	usually	usually	ADV
american_scientific_journal-6070	18	8	blurred	blur	VERB
american_scientific_journal-6070	18	9	in	in	ADP
american_scientific_journal-6070	18	10	the	the	DET
american_scientific_journal-6070	18	11	image	image	NOUN
american_scientific_journal-6070	18	12	and	and	CCONJ
american_scientific_journal-6070	18	13	there	there	PRON
american_scientific_journal-6070	18	14	are	be	VERB
american_scientific_journal-6070	18	15	noisy	noisy	ADJ
american_scientific_journal-6070	18	16	textures	texture	NOUN
american_scientific_journal-6070	18	17	and	and	CCONJ
american_scientific_journal-6070	18	18	artifacts	artifact	NOUN
american_scientific_journal-6070	18	19	inside	inside	ADV
american_scientific_journal-6070	18	20	,	,	PUNCT
american_scientific_journal-6070	18	21	manual	manual	ADJ
american_scientific_journal-6070	18	22	segmentation	segmentation	NOUN
american_scientific_journal-6070	18	23	of	of	ADP
american_scientific_journal-6070	18	24	uterine	uterine	ADJ
american_scientific_journal-6070	18	25	fibroids	fibroid	NOUN
american_scientific_journal-6070	18	26	will	will	AUX
american_scientific_journal-6070	18	27	cost	cost	VERB
american_scientific_journal-6070	18	28	the	the	DET
american_scientific_journal-6070	18	29	doctor	doctor	NOUN
american_scientific_journal-6070	18	30	a	a	DET
american_scientific_journal-6070	18	31	lot	lot	NOUN
american_scientific_journal-6070	18	32	of	of	ADP
american_scientific_journal-6070	18	33	energy	energy	NOUN
american_scientific_journal-6070	18	34	and	and	CCONJ
american_scientific_journal-6070	18	35	time	time	NOUN
american_scientific_journal-6070	18	36	.	.	PUNCT
american_scientific_journal-6070	19	1	because	because	SCONJ
american_scientific_journal-6070	19	2	different	different	ADJ
american_scientific_journal-6070	19	3	doctors	doctor	NOUN
american_scientific_journal-6070	19	4	have	have	VERB
american_scientific_journal-6070	19	5	different	different	ADJ
american_scientific_journal-6070	19	6	levels	level	NOUN
american_scientific_journal-6070	19	7	of	of	ADP
american_scientific_journal-6070	19	8	diagnosis	diagnosis	NOUN
american_scientific_journal-6070	19	9	,	,	PUNCT
american_scientific_journal-6070	19	10	and	and	CCONJ
american_scientific_journal-6070	19	11	there	there	PRON
american_scientific_journal-6070	19	12	will	will	AUX
american_scientific_journal-6070	19	13	be	be	AUX
american_scientific_journal-6070	19	14	missed	miss	VERB
american_scientific_journal-6070	19	15	and	and	CCONJ
american_scientific_journal-6070	19	16	misdiagnosed	misdiagnose	VERB
american_scientific_journal-6070	19	17	cases	case	NOUN
american_scientific_journal-6070	19	18	,	,	PUNCT
american_scientific_journal-6070	19	19	it	it	PRON
american_scientific_journal-6070	19	20	is	be	AUX
american_scientific_journal-6070	19	21	of	of	ADP
american_scientific_journal-6070	19	22	great	great	ADJ
american_scientific_journal-6070	19	23	significance	significance	NOUN
american_scientific_journal-6070	19	24	to	to	PART
american_scientific_journal-6070	19	25	study	study	VERB
american_scientific_journal-6070	19	26	the	the	DET
american_scientific_journal-6070	19	27	automatic	automatic	ADJ
american_scientific_journal-6070	19	28	and	and	CCONJ
american_scientific_journal-6070	19	29	accurate	accurate	ADJ
american_scientific_journal-6070	19	30	segmentation	segmentation	NOUN
american_scientific_journal-6070	19	31	of	of	ADP
american_scientific_journal-6070	19	32	uterine	uterine	ADJ
american_scientific_journal-6070	19	33	fibroids	fibroid	NOUN
american_scientific_journal-6070	19	34	.	.	PUNCT
american_scientific_journal-6070	20	1	in	in	ADP
american_scientific_journal-6070	20	2	order	order	NOUN
american_scientific_journal-6070	20	3	to	to	PART
american_scientific_journal-6070	20	4	help	help	VERB
american_scientific_journal-6070	20	5	doctors	doctor	NOUN
american_scientific_journal-6070	20	6	improve	improve	VERB
american_scientific_journal-6070	20	7	the	the	DET
american_scientific_journal-6070	20	8	accuracy	accuracy	NOUN
american_scientific_journal-6070	20	9	and	and	CCONJ
american_scientific_journal-6070	20	10	efficiency	efficiency	NOUN
american_scientific_journal-6070	20	11	of	of	ADP
american_scientific_journal-6070	20	12	mri	mri	NOUN
american_scientific_journal-6070	20	13	image	image	NOUN
american_scientific_journal-6070	20	14	segmentation	segmentation	NOUN
american_scientific_journal-6070	20	15	of	of	ADP
american_scientific_journal-6070	20	16	uterine	uterine	ADJ
american_scientific_journal-6070	20	17	fibroids	fibroid	NOUN
american_scientific_journal-6070	20	18	,	,	PUNCT
american_scientific_journal-6070	20	19	researchers	researcher	NOUN
american_scientific_journal-6070	20	20	have	have	AUX
american_scientific_journal-6070	20	21	done	do	VERB
american_scientific_journal-6070	20	22	a	a	DET
american_scientific_journal-6070	20	23	lot	lot	NOUN
american_scientific_journal-6070	20	24	of	of	ADP
american_scientific_journal-6070	20	25	preparation	preparation	NOUN
american_scientific_journal-6070	20	26	work	work	NOUN
american_scientific_journal-6070	20	27	.	.	PUNCT
american_scientific_journal-6070	21	1	in	in	ADP
american_scientific_journal-6070	21	2	terms	term	NOUN
american_scientific_journal-6070	21	3	of	of	ADP
american_scientific_journal-6070	21	4	classic	classic	ADJ
american_scientific_journal-6070	21	5	algorithms	algorithm	NOUN
american_scientific_journal-6070	21	6	,	,	PUNCT
american_scientific_journal-6070	21	7	yao	yao	PROPN
american_scientific_journal-6070	21	8	j.	j.	PROPN
american_scientific_journal-6070	21	9	and	and	CCONJ
american_scientific_journal-6070	21	10	his	his	PRON
american_scientific_journal-6070	21	11	colleagues	colleague	NOUN
american_scientific_journal-6070	22	1	[	[	X
american_scientific_journal-6070	22	2	4	4	X
american_scientific_journal-6070	22	3	]	]	PUNCT
american_scientific_journal-6070	22	4	use	use	VERB
american_scientific_journal-6070	22	5	a	a	DET
american_scientific_journal-6070	22	6	method	method	NOUN
american_scientific_journal-6070	22	7	based	base	VERB
american_scientific_journal-6070	22	8	on	on	ADP
american_scientific_journal-6070	22	9	the	the	DET
american_scientific_journal-6070	22	10	combination	combination	NOUN
american_scientific_journal-6070	22	11	of	of	ADP
american_scientific_journal-6070	22	12	fast	fast	ADJ
american_scientific_journal-6070	22	13	-	-	PUNCT
american_scientific_journal-6070	22	14	travel	travel	NOUN
american_scientific_journal-6070	22	15	level	level	NOUN
american_scientific_journal-6070	22	16	sets	set	NOUN
american_scientific_journal-6070	22	17	and	and	CCONJ
american_scientific_journal-6070	22	18	laplace	laplace	NOUN
american_scientific_journal-6070	22	19	level	level	NOUN
american_scientific_journal-6070	22	20	sets	set	NOUN
american_scientific_journal-6070	22	21	on	on	ADP
american_scientific_journal-6070	22	22	mri	mri	NOUN
american_scientific_journal-6070	22	23	images	image	NOUN
american_scientific_journal-6070	22	24	.	.	PUNCT
american_scientific_journal-6070	23	1	the	the	DET
american_scientific_journal-6070	23	2	seed	seed	NOUN
american_scientific_journal-6070	23	3	point	point	NOUN
american_scientific_journal-6070	23	4	is	be	AUX
american_scientific_journal-6070	23	5	placed	place	VERB
american_scientific_journal-6070	23	6	in	in	ADP
american_scientific_journal-6070	23	7	the	the	DET
american_scientific_journal-6070	23	8	fibroid	fibroid	ADJ
american_scientific_journal-6070	23	9	area	area	NOUN
american_scientific_journal-6070	23	10	,	,	PUNCT
american_scientific_journal-6070	23	11	firstly	firstly	ADV
american_scientific_journal-6070	23	12	,	,	PUNCT
american_scientific_journal-6070	23	13	the	the	DET
american_scientific_journal-6070	23	14	fast	fast	ADJ
american_scientific_journal-6070	23	15	-	-	PUNCT
american_scientific_journal-6070	23	16	travel	travel	NOUN
american_scientific_journal-6070	23	17	level	level	NOUN
american_scientific_journal-6070	23	18	set	set	NOUN
american_scientific_journal-6070	23	19	is	be	AUX
american_scientific_journal-6070	23	20	used	use	VERB
american_scientific_journal-6070	23	21	for	for	ADP
american_scientific_journal-6070	23	22	coarse	coarse	ADJ
american_scientific_journal-6070	23	23	segmentation	segmentation	NOUN
american_scientific_journal-6070	23	24	,	,	PUNCT
american_scientific_journal-6070	23	25	and	and	CCONJ
american_scientific_journal-6070	23	26	then	then	ADV
american_scientific_journal-6070	23	27	the	the	DET
american_scientific_journal-6070	23	28	laplace	laplace	NOUN
american_scientific_journal-6070	23	29	level	level	NOUN
american_scientific_journal-6070	23	30	set	set	NOUN
american_scientific_journal-6070	23	31	is	be	AUX
american_scientific_journal-6070	23	32	used	use	VERB
american_scientific_journal-6070	23	33	for	for	ADP
american_scientific_journal-6070	23	34	fine	fine	ADJ
american_scientific_journal-6070	23	35	segmentation	segmentation	NOUN
american_scientific_journal-6070	23	36	.	.	PUNCT
american_scientific_journal-6070	24	1	the	the	DET
american_scientific_journal-6070	24	2	average	average	ADJ
american_scientific_journal-6070	24	3	dice	dice	NOUN
american_scientific_journal-6070	24	4	coefficient	coefficient	NOUN
american_scientific_journal-6070	24	5	of	of	ADP
american_scientific_journal-6070	24	6	all	all	DET
american_scientific_journal-6070	24	7	uterine	uterine	ADJ
american_scientific_journal-6070	24	8	fibroids	fibroid	NOUN
american_scientific_journal-6070	24	9	was	be	AUX
american_scientific_journal-6070	24	10	0.711	0.711	NUM
american_scientific_journal-6070	24	11	,	,	PUNCT
american_scientific_journal-6070	24	12	the	the	DET
american_scientific_journal-6070	24	13	average	average	ADJ
american_scientific_journal-6070	24	14	iou	iou	NOUN
american_scientific_journal-6070	24	15	value	value	NOUN
american_scientific_journal-6070	24	16	was	be	AUX
american_scientific_journal-6070	24	17	0.812	0.812	NUM
american_scientific_journal-6070	24	18	,	,	PUNCT
american_scientific_journal-6070	24	19	the	the	DET
american_scientific_journal-6070	24	20	average	average	ADJ
american_scientific_journal-6070	24	21	sensitivity	sensitivity	NOUN
american_scientific_journal-6070	24	22	was	be	AUX
american_scientific_journal-6070	24	23	84.6	84.6	NUM
american_scientific_journal-6070	24	24	%	%	NOUN
american_scientific_journal-6070	24	25	,	,	PUNCT
american_scientific_journal-6070	24	26	and	and	CCONJ
american_scientific_journal-6070	24	27	the	the	DET
american_scientific_journal-6070	24	28	average	average	ADJ
american_scientific_journal-6070	24	29	specificity	specificity	NOUN
american_scientific_journal-6070	24	30	was	be	AUX
american_scientific_journal-6070	24	31	84.3	84.3	NUM
american_scientific_journal-6070	24	32	%	%	NOUN
american_scientific_journal-6070	24	33	.	.	PUNCT
american_scientific_journal-6070	25	1	khotanlou	khotanlou	PROPN
american_scientific_journal-6070	25	2	h.	h.	PROPN
american_scientific_journal-6070	25	3	and	and	CCONJ
american_scientific_journal-6070	25	4	his	his	PRON
american_scientific_journal-6070	25	5	colleagues	colleague	NOUN
american_scientific_journal-6070	26	1	[	[	X
american_scientific_journal-6070	26	2	5	5	NUM
american_scientific_journal-6070	26	3	]	]	PUNCT
american_scientific_journal-6070	26	4	used	use	VERB
american_scientific_journal-6070	26	5	a	a	DET
american_scientific_journal-6070	26	6	two	two	NUM
american_scientific_journal-6070	26	7	-	-	PUNCT
american_scientific_journal-6070	26	8	step	step	NOUN
american_scientific_journal-6070	26	9	method	method	NOUN
american_scientific_journal-6070	26	10	based	base	VERB
american_scientific_journal-6070	26	11	on	on	ADP
american_scientific_journal-6070	26	12	chan	chan	PROPN
american_scientific_journal-6070	26	13	-	-	PUNCT
american_scientific_journal-6070	26	14	vese	vese	NOUN
american_scientific_journal-6070	26	15	level	level	NOUN
american_scientific_journal-6070	26	16	set	set	NOUN
american_scientific_journal-6070	26	17	method	method	NOUN
american_scientific_journal-6070	26	18	and	and	CCONJ
american_scientific_journal-6070	26	19	geometric	geometric	ADJ
american_scientific_journal-6070	26	20	prior	prior	ADJ
american_scientific_journal-6070	26	21	model	model	NOUN
american_scientific_journal-6070	26	22	on	on	ADP
american_scientific_journal-6070	26	23	mri	mri	NOUN
american_scientific_journal-6070	26	24	images	image	NOUN
american_scientific_journal-6070	26	25	.	.	PUNCT
american_scientific_journal-6070	27	1	by	by	ADP
american_scientific_journal-6070	27	2	using	use	VERB
american_scientific_journal-6070	27	3	the	the	DET
american_scientific_journal-6070	27	4	chan	chan	PROPN
american_scientific_journal-6070	27	5	-	-	PUNCT
american_scientific_journal-6070	27	6	vese	vese	NOUN
american_scientific_journal-6070	27	7	level	level	NOUN
american_scientific_journal-6070	27	8	set	set	NOUN
american_scientific_journal-6070	27	9	method	method	NOUN
american_scientific_journal-6070	27	10	to	to	PART
american_scientific_journal-6070	27	11	calculate	calculate	VERB
american_scientific_journal-6070	27	12	the	the	DET
american_scientific_journal-6070	27	13	initial	initial	ADJ
american_scientific_journal-6070	27	14	region	region	NOUN
american_scientific_journal-6070	27	15	inside	inside	ADP
american_scientific_journal-6070	27	16	the	the	DET
american_scientific_journal-6070	27	17	object	object	NOUN
american_scientific_journal-6070	27	18	,	,	PUNCT
american_scientific_journal-6070	27	19	a	a	DET
american_scientific_journal-6070	27	20	rough	rough	ADJ
american_scientific_journal-6070	27	21	segmentation	segmentation	NOUN
american_scientific_journal-6070	27	22	can	can	AUX
american_scientific_journal-6070	27	23	be	be	AUX
american_scientific_journal-6070	27	24	obtained	obtain	VERB
american_scientific_journal-6070	27	25	,	,	PUNCT
american_scientific_journal-6070	27	26	and	and	CCONJ
american_scientific_journal-6070	27	27	then	then	ADV
american_scientific_journal-6070	27	28	a	a	DET
american_scientific_journal-6070	27	29	priori	priori	ADJ
american_scientific_journal-6070	27	30	shape	shape	NOUN
american_scientific_journal-6070	27	31	model	model	NOUN
american_scientific_journal-6070	27	32	is	be	AUX
american_scientific_journal-6070	27	33	used	use	VERB
american_scientific_journal-6070	27	34	for	for	ADP
american_scientific_journal-6070	27	35	fine	fine	ADJ
american_scientific_journal-6070	27	36	segmentation	segmentation	NOUN
american_scientific_journal-6070	27	37	.	.	PUNCT
american_scientific_journal-6070	28	1	the	the	DET
american_scientific_journal-6070	28	2	average	average	ADJ
american_scientific_journal-6070	28	3	dice	dice	NOUN
american_scientific_journal-6070	28	4	coefficient	coefficient	NOUN
american_scientific_journal-6070	28	5	of	of	ADP
american_scientific_journal-6070	28	6	all	all	DET
american_scientific_journal-6070	28	7	uterine	uterine	ADJ
american_scientific_journal-6070	28	8	fibroids	fibroid	NOUN
american_scientific_journal-6070	28	9	was	be	AUX
american_scientific_journal-6070	28	10	0.8770	0.8770	NUM
american_scientific_journal-6070	28	11	,	,	PUNCT
american_scientific_journal-6070	28	12	the	the	DET
american_scientific_journal-6070	28	13	average	average	ADJ
american_scientific_journal-6070	28	14	iou	iou	NOUN
american_scientific_journal-6070	28	15	value	value	NOUN
american_scientific_journal-6070	28	16	was	be	AUX
american_scientific_journal-6070	28	17	0.7862	0.7862	NUM
american_scientific_journal-6070	28	18	,	,	PUNCT
american_scientific_journal-6070	28	19	the	the	DET
american_scientific_journal-6070	28	20	average	average	ADJ
american_scientific_journal-6070	28	21	sensitivity	sensitivity	NOUN
american_scientific_journal-6070	28	22	was	be	AUX
american_scientific_journal-6070	28	23	84.49	84.49	NUM
american_scientific_journal-6070	28	24	%	%	NOUN
american_scientific_journal-6070	28	25	,	,	PUNCT
american_scientific_journal-6070	28	26	and	and	CCONJ
american_scientific_journal-6070	28	27	the	the	DET
american_scientific_journal-6070	28	28	average	average	ADJ
american_scientific_journal-6070	28	29	specificity	specificity	NOUN
american_scientific_journal-6070	28	30	was	be	AUX
american_scientific_journal-6070	28	31	93.14	93.14	NUM
american_scientific_journal-6070	28	32	%	%	NOUN
american_scientific_journal-6070	28	33	.	.	PUNCT
american_scientific_journal-6070	29	1	fallahi	fallahi	NOUN
american_scientific_journal-6070	29	2	a.	a.	NOUN
american_scientific_journal-6070	29	3	and	and	CCONJ
american_scientific_journal-6070	29	4	his	his	PRON
american_scientific_journal-6070	29	5	colleagues	colleague	NOUN
american_scientific_journal-6070	30	1	[	[	X
american_scientific_journal-6070	30	2	6	6	NUM
american_scientific_journal-6070	30	3	]	]	PUNCT
american_scientific_journal-6070	30	4	first	first	ADV
american_scientific_journal-6070	30	5	used	use	VERB
american_scientific_journal-6070	30	6	fuzzy	fuzzy	ADJ
american_scientific_journal-6070	30	7	c	c	NOUN
american_scientific_journal-6070	30	8	-	-	PUNCT
american_scientific_journal-6070	30	9	means	means	NOUN
american_scientific_journal-6070	30	10	(	(	PUNCT
american_scientific_journal-6070	30	11	fcm	fcm	PROPN
american_scientific_journal-6070	30	12	)	)	PUNCT
american_scientific_journal-6070	30	13	algorithm	algorithm	NOUN
american_scientific_journal-6070	30	14	to	to	PART
american_scientific_journal-6070	30	15	segment	segment	VERB
american_scientific_journal-6070	30	16	the	the	DET
american_scientific_journal-6070	30	17	uterus	uterus	NOUN
american_scientific_journal-6070	30	18	from	from	ADP
american_scientific_journal-6070	30	19	the	the	DET
american_scientific_journal-6070	30	20	enhanced	enhance	VERB
american_scientific_journal-6070	30	21	mr	mr	PROPN
american_scientific_journal-6070	30	22	data	datum	NOUN
american_scientific_journal-6070	30	23	set	set	VERB
american_scientific_journal-6070	30	24	.	.	PUNCT
american_scientific_journal-6070	31	1	some	some	DET
american_scientific_journal-6070	31	2	thinning	thin	VERB
american_scientific_journal-6070	31	3	operations	operation	NOUN
american_scientific_journal-6070	31	4	have	have	AUX
american_scientific_journal-6070	31	5	been	be	AUX
american_scientific_journal-6070	31	6	applied	apply	VERB
american_scientific_journal-6070	31	7	to	to	ADP
american_scientific_journal-6070	31	8	the	the	DET
american_scientific_journal-6070	31	9	uterine	uterine	ADJ
american_scientific_journal-6070	31	10	part	part	NOUN
american_scientific_journal-6070	31	11	to	to	PART
american_scientific_journal-6070	31	12	remove	remove	VERB
american_scientific_journal-6070	31	13	redundant	redundant	ADJ
american_scientific_journal-6070	31	14	parts	part	NOUN
american_scientific_journal-6070	31	15	.	.	PUNCT
american_scientific_journal-6070	32	1	then	then	ADV
american_scientific_journal-6070	32	2	,	,	PUNCT
american_scientific_journal-6070	32	3	apply	apply	VERB
american_scientific_journal-6070	32	4	the	the	DET
american_scientific_journal-6070	32	5	improved	improved	ADJ
american_scientific_journal-6070	32	6	likelihood	likelihood	NOUN
american_scientific_journal-6070	32	7	fuzzy	fuzzy	ADJ
american_scientific_journal-6070	32	8	c	c	NOUN
american_scientific_journal-6070	32	9	-	-	PUNCT
american_scientific_journal-6070	32	10	mean	mean	ADJ
american_scientific_journal-6070	32	11	(	(	PUNCT
american_scientific_journal-6070	32	12	mpfcm	mpfcm	NOUN
american_scientific_journal-6070	32	13	)	)	PUNCT
american_scientific_journal-6070	32	14	algorithm	algorithm	NOUN
american_scientific_journal-6070	32	15	on	on	ADP
american_scientific_journal-6070	32	16	the	the	DET
american_scientific_journal-6070	32	17	registered	registered	NOUN
american_scientific_journal-6070	32	18	t2w	t2w	PUNCT
american_scientific_journal-6070	32	19	mr	mr	PROPN
american_scientific_journal-6070	32	20	images	image	NOUN
american_scientific_journal-6070	32	21	and	and	CCONJ
american_scientific_journal-6070	32	22	perform	perform	VERB
american_scientific_journal-6070	32	23	some	some	DET
american_scientific_journal-6070	32	24	post	post	ADJ
american_scientific_journal-6070	32	25	-	-	ADJ
american_scientific_journal-6070	32	26	processing	processing	ADJ
american_scientific_journal-6070	32	27	operations	operation	NOUN
american_scientific_journal-6070	32	28	in	in	ADP
american_scientific_journal-6070	32	29	sequence	sequence	NOUN
american_scientific_journal-6070	32	30	to	to	PART
american_scientific_journal-6070	32	31	segment	segment	VERB
american_scientific_journal-6070	32	32	the	the	DET
american_scientific_journal-6070	32	33	fibroids	fibroid	NOUN
american_scientific_journal-6070	32	34	.	.	PUNCT
american_scientific_journal-6070	33	1	the	the	DET
american_scientific_journal-6070	33	2	average	average	ADJ
american_scientific_journal-6070	33	3	dice	dice	NOUN
american_scientific_journal-6070	33	4	coefficient	coefficient	NOUN
american_scientific_journal-6070	33	5	of	of	ADP
american_scientific_journal-6070	33	6	all	all	DET
american_scientific_journal-6070	33	7	uterine	uterine	ADJ
american_scientific_journal-6070	33	8	fibroids	fibroid	NOUN
american_scientific_journal-6070	33	9	was	be	AUX
american_scientific_journal-6070	33	10	0.7954	0.7954	NUM
american_scientific_journal-6070	33	11	,	,	PUNCT
american_scientific_journal-6070	33	12	the	the	DET
american_scientific_journal-6070	33	13	average	average	ADJ
american_scientific_journal-6070	33	14	iou	iou	NOUN
american_scientific_journal-6070	33	15	value	value	NOUN
american_scientific_journal-6070	33	16	was	be	AUX
american_scientific_journal-6070	33	17	0.6839	0.6839	NUM
american_scientific_journal-6070	33	18	,	,	PUNCT
american_scientific_journal-6070	33	19	the	the	DET
american_scientific_journal-6070	33	20	average	average	ADJ
american_scientific_journal-6070	33	21	sensitivity	sensitivity	NOUN
american_scientific_journal-6070	33	22	was	be	AUX
american_scientific_journal-6070	33	23	75.32	75.32	NUM
american_scientific_journal-6070	33	24	%	%	NOUN
american_scientific_journal-6070	33	25	,	,	PUNCT
american_scientific_journal-6070	33	26	and	and	CCONJ
american_scientific_journal-6070	33	27	the	the	DET
american_scientific_journal-6070	33	28	average	average	ADJ
american_scientific_journal-6070	33	29	specificity	specificity	NOUN
american_scientific_journal-6070	33	30	was	be	AUX
american_scientific_journal-6070	33	31	89.51	89.51	NUM
american_scientific_journal-6070	33	32	%	%	NOUN
american_scientific_journal-6070	33	33	.	.	PUNCT
american_scientific_journal-6070	34	1	rundo	rundo	PROPN
american_scientific_journal-6070	34	2	l.	l.	PROPN
american_scientific_journal-6070	34	3	and	and	CCONJ
american_scientific_journal-6070	34	4	his	his	PRON
american_scientific_journal-6070	34	5	colleagues	colleague	NOUN
american_scientific_journal-6070	35	1	[	[	X
american_scientific_journal-6070	35	2	7	7	X
american_scientific_journal-6070	35	3	]	]	PUNCT
american_scientific_journal-6070	35	4	proposed	propose	VERB
american_scientific_journal-6070	35	5	a	a	DET
american_scientific_journal-6070	35	6	new	new	ADJ
american_scientific_journal-6070	35	7	method	method	NOUN
american_scientific_journal-6070	35	8	for	for	ADP
american_scientific_journal-6070	35	9	segmentation	segmentation	NOUN
american_scientific_journal-6070	35	10	of	of	ADP
american_scientific_journal-6070	35	11	fibroids	fibroid	NOUN
american_scientific_journal-6070	35	12	in	in	ADP
american_scientific_journal-6070	35	13	mr	mr	PROPN
american_scientific_journal-6070	35	14	images	image	NOUN
american_scientific_journal-6070	35	15	based	base	VERB
american_scientific_journal-6070	35	16	on	on	ADP
american_scientific_journal-6070	35	17	an	an	DET
american_scientific_journal-6070	35	18	improved	improve	VERB
american_scientific_journal-6070	35	19	direct	direct	ADJ
american_scientific_journal-6070	35	20	region	region	NOUN
american_scientific_journal-6070	35	21	detection	detection	NOUN
american_scientific_journal-6070	35	22	model	model	NOUN
american_scientific_journal-6070	35	23	.	.	PUNCT
american_scientific_journal-6070	36	1	through	through	ADP
american_scientific_journal-6070	36	2	the	the	DET
american_scientific_journal-6070	36	3	adaptive	adaptive	ADJ
american_scientific_journal-6070	36	4	region	region	NOUN
american_scientific_journal-6070	36	5	growing	grow	VERB
american_scientific_journal-6070	36	6	process	process	NOUN
american_scientific_journal-6070	36	7	,	,	PUNCT
american_scientific_journal-6070	36	8	the	the	DET
american_scientific_journal-6070	36	9	results	result	NOUN
american_scientific_journal-6070	36	10	of	of	ADP
american_scientific_journal-6070	36	11	the	the	DET
american_scientific_journal-6070	36	12	split	split	NOUN
american_scientific_journal-6070	36	13	and	and	CCONJ
american_scientific_journal-6070	36	14	merge	merge	VERB
american_scientific_journal-6070	36	15	algorithm	algorithm	NOUN
american_scientific_journal-6070	36	16	are	be	AUX
american_scientific_journal-6070	36	17	used	use	VERB
american_scientific_journal-6070	36	18	as	as	ADP
american_scientific_journal-6070	36	19	the	the	DET
american_scientific_journal-6070	36	20	selection	selection	NOUN
american_scientific_journal-6070	36	21	of	of	ADP
american_scientific_journal-6070	36	22	multiple	multiple	ADJ
american_scientific_journal-6070	36	23	seed	seed	NOUN
american_scientific_journal-6070	36	24	regions	region	NOUN
american_scientific_journal-6070	36	25	.	.	PUNCT
american_scientific_journal-6070	37	1	then	then	ADV
american_scientific_journal-6070	37	2	,	,	PUNCT
american_scientific_journal-6070	37	3	refine	refine	VERB
american_scientific_journal-6070	37	4	the	the	DET
american_scientific_journal-6070	37	5	segmented	segmented	ADJ
american_scientific_journal-6070	37	6	tumor	tumor	NOUN
american_scientific_journal-6070	37	7	.	.	PUNCT
american_scientific_journal-6070	38	1	the	the	DET
american_scientific_journal-6070	38	2	average	average	ADJ
american_scientific_journal-6070	38	3	dice	dice	NOUN
american_scientific_journal-6070	38	4	coefficient	coefficient	NOUN
american_scientific_journal-6070	38	5	of	of	ADP
american_scientific_journal-6070	38	6	all	all	DET
american_scientific_journal-6070	38	7	uterine	uterine	ADJ
american_scientific_journal-6070	38	8	fibroids	fibroid	NOUN
american_scientific_journal-6070	38	9	was	be	AUX
american_scientific_journal-6070	38	10	0.8757	0.8757	NUM
american_scientific_journal-6070	38	11	,	,	PUNCT
american_scientific_journal-6070	38	12	the	the	DET
american_scientific_journal-6070	38	13	average	average	ADJ
american_scientific_journal-6070	38	14	iou	iou	NOUN
american_scientific_journal-6070	38	15	value	value	NOUN
american_scientific_journal-6070	38	16	was	be	AUX
american_scientific_journal-6070	38	17	0.7850	0.7850	NUM
american_scientific_journal-6070	38	18	,	,	PUNCT
american_scientific_journal-6070	38	19	the	the	DET
american_scientific_journal-6070	38	20	average	average	ADJ
american_scientific_journal-6070	38	21	sensitivity	sensitivity	NOUN
american_scientific_journal-6070	38	22	was	be	AUX
american_scientific_journal-6070	38	23	84.05	84.05	NUM
american_scientific_journal-6070	38	24	%	%	NOUN
american_scientific_journal-6070	38	25	,	,	PUNCT
american_scientific_journal-6070	38	26	and	and	CCONJ
american_scientific_journal-6070	38	27	the	the	DET
american_scientific_journal-6070	38	28	average	average	ADJ
american_scientific_journal-6070	38	29	specificity	specificity	NOUN
american_scientific_journal-6070	38	30	was	be	AUX
american_scientific_journal-6070	38	31	92.84	92.84	NUM
american_scientific_journal-6070	38	32	%	%	NOUN
american_scientific_journal-6070	38	33	.	.	PUNCT
american_scientific_journal-6070	39	1	the	the	DET
american_scientific_journal-6070	39	2	traditional	traditional	ADJ
american_scientific_journal-6070	39	3	algorithms	algorithm	NOUN
american_scientific_journal-6070	39	4	adopted	adopt	VERB
american_scientific_journal-6070	39	5	by	by	ADP
american_scientific_journal-6070	39	6	the	the	DET
american_scientific_journal-6070	39	7	above	above	ADJ
american_scientific_journal-6070	39	8	researchers	researcher	NOUN
american_scientific_journal-6070	39	9	[	[	X
american_scientific_journal-6070	39	10	4,5,6,7	4,5,6,7	NUM
american_scientific_journal-6070	39	11	]	]	X
american_scientific_journal-6070	39	12	are	be	AUX
american_scientific_journal-6070	39	13	mostly	mostly	ADV
american_scientific_journal-6070	39	14	semi	semi	ADJ
american_scientific_journal-6070	39	15	-	-	ADJ
american_scientific_journal-6070	39	16	automatic	automatic	ADJ
american_scientific_journal-6070	39	17	segmentation	segmentation	NOUN
american_scientific_journal-6070	39	18	,	,	PUNCT
american_scientific_journal-6070	39	19	which	which	PRON
american_scientific_journal-6070	39	20	not	not	PART
american_scientific_journal-6070	39	21	only	only	ADV
american_scientific_journal-6070	39	22	requires	require	VERB
american_scientific_journal-6070	39	23	human	human	ADJ
american_scientific_journal-6070	39	24	participation	participation	NOUN
american_scientific_journal-6070	39	25	,	,	PUNCT
american_scientific_journal-6070	39	26	but	but	CCONJ
american_scientific_journal-6070	39	27	also	also	ADV
american_scientific_journal-6070	39	28	has	have	VERB
american_scientific_journal-6070	39	29	poor	poor	ADJ
american_scientific_journal-6070	39	30	robustness	robustness	NOUN
american_scientific_journal-6070	39	31	and	and	CCONJ
american_scientific_journal-6070	39	32	weak	weak	ADJ
american_scientific_journal-6070	39	33	applicability	applicability	NOUN
american_scientific_journal-6070	39	34	.	.	PUNCT
american_scientific_journal-6070	40	1	in	in	ADP
american_scientific_journal-6070	40	2	terms	term	NOUN
american_scientific_journal-6070	40	3	of	of	ADP
american_scientific_journal-6070	40	4	deep	deep	ADJ
american_scientific_journal-6070	40	5	neural	neural	ADJ
american_scientific_journal-6070	40	6	networks	network	NOUN
american_scientific_journal-6070	40	7	,	,	PUNCT
american_scientific_journal-6070	40	8	kurata	kurata	PROPN
american_scientific_journal-6070	40	9	y.	y.	PROPN
american_scientific_journal-6070	40	10	and	and	CCONJ
american_scientific_journal-6070	40	11	his	his	PRON
american_scientific_journal-6070	40	12	colleagues	colleague	NOUN
american_scientific_journal-6070	40	13	[	[	X
american_scientific_journal-6070	40	14	8	8	NUM
american_scientific_journal-6070	40	15	]	]	PUNCT
american_scientific_journal-6070	40	16	proposed	propose	VERB
american_scientific_journal-6070	40	17	the	the	DET
american_scientific_journal-6070	40	18	use	use	NOUN
american_scientific_journal-6070	40	19	of	of	ADP
american_scientific_journal-6070	40	20	improved	improved	ADJ
american_scientific_journal-6070	40	21	u	u	NOUN
american_scientific_journal-6070	40	22	-	-	NOUN
american_scientific_journal-6070	40	23	net	net	ADJ
american_scientific_journal-6070	40	24	for	for	ADP
american_scientific_journal-6070	40	25	segmentation	segmentation	NOUN
american_scientific_journal-6070	40	26	of	of	ADP
american_scientific_journal-6070	40	27	uterine	uterine	ADJ
american_scientific_journal-6070	40	28	fibroids	fibroid	NOUN
american_scientific_journal-6070	40	29	mri	mri	NOUN
american_scientific_journal-6070	40	30	images	image	NOUN
american_scientific_journal-6070	40	31	,	,	PUNCT
american_scientific_journal-6070	40	32	that	that	ADV
american_scientific_journal-6070	40	33	is	is	ADV
american_scientific_journal-6070	40	34	,	,	PUNCT
american_scientific_journal-6070	40	35	replacing	replace	VERB
american_scientific_journal-6070	40	36	the	the	DET
american_scientific_journal-6070	40	37	relu	relu	NOUN
american_scientific_journal-6070	40	38	of	of	ADP
american_scientific_journal-6070	40	39	each	each	DET
american_scientific_journal-6070	40	40	layer	layer	NOUN
american_scientific_journal-6070	40	41	in	in	ADP
american_scientific_journal-6070	40	42	the	the	DET
american_scientific_journal-6070	40	43	original	original	ADJ
american_scientific_journal-6070	40	44	u	u	ADJ
american_scientific_journal-6070	40	45	-	-	ADJ
american_scientific_journal-6070	40	46	net	net	ADJ
american_scientific_journal-6070	40	47	network	network	NOUN
american_scientific_journal-6070	40	48	with	with	ADP
american_scientific_journal-6070	40	49	leaky	leaky	ADJ
american_scientific_journal-6070	40	50	-	-	PUNCT
american_scientific_journal-6070	40	51	relu	relu	NOUN
american_scientific_journal-6070	40	52	,	,	PUNCT
american_scientific_journal-6070	40	53	and	and	CCONJ
american_scientific_journal-6070	40	54	increase	increase	VERB
american_scientific_journal-6070	40	55	the	the	DET
american_scientific_journal-6070	40	56	dropout	dropout	NOUN
american_scientific_journal-6070	40	57	layer	layer	NOUN
american_scientific_journal-6070	40	58	,	,	PUNCT
american_scientific_journal-6070	40	59	using	use	VERB
american_scientific_journal-6070	40	60	a	a	DET
american_scientific_journal-6070	40	61	batch	batch	NOUN
american_scientific_journal-6070	40	62	size	size	NOUN
american_scientific_journal-6070	40	63	of	of	ADP
american_scientific_journal-6070	40	64	15	15	NUM
american_scientific_journal-6070	40	65	,	,	PUNCT
american_scientific_journal-6070	40	66	down	down	ADP
american_scientific_journal-6070	40	67	sampling	sample	VERB
american_scientific_journal-6070	40	68	using	use	VERB
american_scientific_journal-6070	40	69	8	8	NUM
american_scientific_journal-6070	40	70	layers	layer	NOUN
american_scientific_journal-6070	40	71	,	,	PUNCT
american_scientific_journal-6070	40	72	and	and	CCONJ
american_scientific_journal-6070	40	73	finally	finally	ADV
american_scientific_journal-6070	40	74	measured	measure	VERB
american_scientific_journal-6070	40	75	the	the	DET
american_scientific_journal-6070	40	76	average	average	ADJ
american_scientific_journal-6070	40	77	dice	dice	NOUN
american_scientific_journal-6070	40	78	coefficient	coefficient	NOUN
american_scientific_journal-6070	40	79	of	of	ADP
american_scientific_journal-6070	40	80	all	all	DET
american_scientific_journal-6070	40	81	uterine	uterine	ADJ
american_scientific_journal-6070	40	82	fibroids	fibroid	NOUN
american_scientific_journal-6070	40	83	is	be	AUX
american_scientific_journal-6070	40	84	0.85	0.85	NUM
american_scientific_journal-6070	40	85	.	.	PUNCT
american_scientific_journal-6070	41	1	however	however	ADV
american_scientific_journal-6070	41	2	,	,	PUNCT
american_scientific_journal-6070	41	3	document	document	NOUN
american_scientific_journal-6070	41	4	[	[	X
american_scientific_journal-6070	41	5	8	8	NUM
american_scientific_journal-6070	41	6	]	]	PUNCT
american_scientific_journal-6070	41	7	is	be	AUX
american_scientific_journal-6070	41	8	only	only	ADV
american_scientific_journal-6070	41	9	a	a	DET
american_scientific_journal-6070	41	10	small	small	ADJ
american_scientific_journal-6070	41	11	-	-	PUNCT
american_scientific_journal-6070	41	12	scale	scale	NOUN
american_scientific_journal-6070	41	13	modification	modification	NOUN
american_scientific_journal-6070	41	14	of	of	ADP
american_scientific_journal-6070	41	15	the	the	DET
american_scientific_journal-6070	41	16	original	original	ADJ
american_scientific_journal-6070	41	17	u	u	NOUN
american_scientific_journal-6070	41	18	-	-	NOUN
american_scientific_journal-6070	41	19	net	net	ADJ
american_scientific_journal-6070	41	20	,	,	PUNCT
american_scientific_journal-6070	41	21	the	the	DET
american_scientific_journal-6070	41	22	network	network	NOUN
american_scientific_journal-6070	41	23	learning	learn	VERB
american_scientific_journal-6070	41	24	ability	ability	NOUN
american_scientific_journal-6070	41	25	is	be	AUX
american_scientific_journal-6070	41	26	lacking	lack	VERB
american_scientific_journal-6070	41	27	,	,	PUNCT
american_scientific_journal-6070	41	28	and	and	CCONJ
american_scientific_journal-6070	41	29	the	the	DET
american_scientific_journal-6070	41	30	image	image	NOUN
american_scientific_journal-6070	41	31	american	american	PROPN
american_scientific_journal-6070	41	32	scientific	scientific	PROPN
american_scientific_journal-6070	41	33	research	research	NOUN
american_scientific_journal-6070	41	34	journal	journal	NOUN
american_scientific_journal-6070	41	35	for	for	ADP
american_scientific_journal-6070	41	36	engineering	engineering	NOUN
american_scientific_journal-6070	41	37	,	,	PUNCT
american_scientific_journal-6070	41	38	technology	technology	NOUN
american_scientific_journal-6070	41	39	,	,	PUNCT
american_scientific_journal-6070	41	40	and	and	CCONJ
american_scientific_journal-6070	41	41	sciences	science	NOUN
american_scientific_journal-6070	41	42	(	(	PUNCT
american_scientific_journal-6070	41	43	asrjets	asrjet	NOUN
american_scientific_journal-6070	41	44	)	)	PUNCT
american_scientific_journal-6070	41	45	(	(	PUNCT
american_scientific_journal-6070	41	46	2020	2020	NUM
american_scientific_journal-6070	41	47	)	)	PUNCT
american_scientific_journal-6070	41	48	volume	volume	NOUN
american_scientific_journal-6070	41	49	71	71	NUM
american_scientific_journal-6070	41	50	,	,	PUNCT
american_scientific_journal-6070	41	51	no	no	DET
american_scientific_journal-6070	41	52	1	1	NUM
american_scientific_journal-6070	41	53	,	,	PUNCT
american_scientific_journal-6070	41	54	pp	pp	ADV
american_scientific_journal-6070	41	55	1	1	NUM
american_scientific_journal-6070	41	56	-	-	SYM
american_scientific_journal-6070	41	57	10	10	NUM
american_scientific_journal-6070	41	58	3	3	NUM
american_scientific_journal-6070	41	59	segmentation	segmentation	NOUN
american_scientific_journal-6070	41	60	results	result	NOUN
american_scientific_journal-6070	41	61	need	need	VERB
american_scientific_journal-6070	41	62	to	to	PART
american_scientific_journal-6070	41	63	be	be	AUX
american_scientific_journal-6070	41	64	improved	improve	VERB
american_scientific_journal-6070	41	65	.	.	PUNCT
american_scientific_journal-6070	42	1	in	in	ADP
american_scientific_journal-6070	42	2	order	order	NOUN
american_scientific_journal-6070	42	3	to	to	PART
american_scientific_journal-6070	42	4	improve	improve	VERB
american_scientific_journal-6070	42	5	the	the	DET
american_scientific_journal-6070	42	6	segmentation	segmentation	NOUN
american_scientific_journal-6070	42	7	quality	quality	NOUN
american_scientific_journal-6070	42	8	,	,	PUNCT
american_scientific_journal-6070	42	9	we	we	PRON
american_scientific_journal-6070	42	10	propose	propose	VERB
american_scientific_journal-6070	42	11	an	an	DET
american_scientific_journal-6070	42	12	arunet	arunet	NOUN
american_scientific_journal-6070	42	13	(	(	PUNCT
american_scientific_journal-6070	42	14	attention	attention	NOUN
american_scientific_journal-6070	42	15	resnet101	resnet101	NOUN
american_scientific_journal-6070	42	16	-	-	PUNCT
american_scientific_journal-6070	42	17	unet	unet	NOUN
american_scientific_journal-6070	42	18	)	)	PUNCT
american_scientific_journal-6070	42	19	network	network	NOUN
american_scientific_journal-6070	42	20	to	to	PART
american_scientific_journal-6070	42	21	segment	segment	VERB
american_scientific_journal-6070	42	22	uterine	uterine	ADJ
american_scientific_journal-6070	42	23	fibroids	fibroid	NOUN
american_scientific_journal-6070	42	24	mri	mri	NOUN
american_scientific_journal-6070	42	25	images	image	NOUN
american_scientific_journal-6070	42	26	.	.	PUNCT
american_scientific_journal-6070	43	1	the	the	DET
american_scientific_journal-6070	43	2	main	main	ADJ
american_scientific_journal-6070	43	3	content	content	NOUN
american_scientific_journal-6070	43	4	and	and	CCONJ
american_scientific_journal-6070	43	5	structure	structure	NOUN
american_scientific_journal-6070	43	6	of	of	ADP
american_scientific_journal-6070	43	7	this	this	DET
american_scientific_journal-6070	43	8	article	article	NOUN
american_scientific_journal-6070	43	9	are	be	AUX
american_scientific_journal-6070	43	10	as	as	SCONJ
american_scientific_journal-6070	43	11	follows	follow	VERB
american_scientific_journal-6070	43	12	:	:	PUNCT
american_scientific_journal-6070	43	13	in	in	ADP
american_scientific_journal-6070	43	14	section	section	NOUN
american_scientific_journal-6070	43	15	2	2	NUM
american_scientific_journal-6070	43	16	,	,	PUNCT
american_scientific_journal-6070	43	17	we	we	PRON
american_scientific_journal-6070	43	18	introduce	introduce	VERB
american_scientific_journal-6070	43	19	the	the	DET
american_scientific_journal-6070	43	20	data	datum	NOUN
american_scientific_journal-6070	43	21	set	set	VERB
american_scientific_journal-6070	43	22	and	and	CCONJ
american_scientific_journal-6070	43	23	pre	pre	ADJ
american_scientific_journal-6070	43	24	-	-	ADJ
american_scientific_journal-6070	43	25	processing	processing	ADJ
american_scientific_journal-6070	43	26	process	process	NOUN
american_scientific_journal-6070	43	27	,	,	PUNCT
american_scientific_journal-6070	43	28	and	and	CCONJ
american_scientific_journal-6070	43	29	section	section	NOUN
american_scientific_journal-6070	43	30	3	3	NUM
american_scientific_journal-6070	43	31	details	detail	NOUN
american_scientific_journal-6070	43	32	the	the	DET
american_scientific_journal-6070	43	33	network	network	NOUN
american_scientific_journal-6070	43	34	design	design	NOUN
american_scientific_journal-6070	43	35	,	,	PUNCT
american_scientific_journal-6070	43	36	parameter	parameter	NOUN
american_scientific_journal-6070	43	37	analysis	analysis	NOUN
american_scientific_journal-6070	43	38	,	,	PUNCT
american_scientific_journal-6070	43	39	and	and	CCONJ
american_scientific_journal-6070	43	40	evaluation	evaluation	NOUN
american_scientific_journal-6070	43	41	indicators	indicator	NOUN
american_scientific_journal-6070	43	42	.	.	PUNCT
american_scientific_journal-6070	44	1	in	in	ADP
american_scientific_journal-6070	44	2	section	section	NOUN
american_scientific_journal-6070	44	3	4	4	NUM
american_scientific_journal-6070	44	4	,	,	PUNCT
american_scientific_journal-6070	44	5	we	we	PRON
american_scientific_journal-6070	44	6	give	give	VERB
american_scientific_journal-6070	44	7	the	the	DET
american_scientific_journal-6070	44	8	comparison	comparison	NOUN
american_scientific_journal-6070	44	9	results	result	NOUN
american_scientific_journal-6070	44	10	of	of	ADP
american_scientific_journal-6070	44	11	segmentation	segmentation	NOUN
american_scientific_journal-6070	44	12	experiments	experiment	NOUN
american_scientific_journal-6070	44	13	with	with	ADP
american_scientific_journal-6070	44	14	ar	ar	NOUN
american_scientific_journal-6070	44	15	-	-	NOUN
american_scientific_journal-6070	44	16	unet	unet	NOUN
american_scientific_journal-6070	44	17	,	,	PUNCT
american_scientific_journal-6070	44	18	resnet101	resnet101	NOUN
american_scientific_journal-6070	44	19	-	-	PUNCT
american_scientific_journal-6070	44	20	unet	unet	NOUN
american_scientific_journal-6070	44	21	and	and	CCONJ
american_scientific_journal-6070	44	22	attention	attention	NOUN
american_scientific_journal-6070	44	23	u	u	ADJ
american_scientific_journal-6070	44	24	-	-	ADJ
american_scientific_journal-6070	44	25	net	net	ADJ
american_scientific_journal-6070	44	26	networks	network	NOUN
american_scientific_journal-6070	44	27	,	,	PUNCT
american_scientific_journal-6070	44	28	and	and	CCONJ
american_scientific_journal-6070	44	29	carry	carry	VERB
american_scientific_journal-6070	44	30	out	out	ADP
american_scientific_journal-6070	44	31	the	the	DET
american_scientific_journal-6070	44	32	proposed	propose	VERB
american_scientific_journal-6070	44	33	method	method	NOUN
american_scientific_journal-6070	44	34	through	through	ADP
american_scientific_journal-6070	44	35	four	four	NUM
american_scientific_journal-6070	44	36	evaluation	evaluation	NOUN
american_scientific_journal-6070	44	37	indicators	indicator	NOUN
american_scientific_journal-6070	44	38	of	of	ADP
american_scientific_journal-6070	44	39	dice	dice	NOUN
american_scientific_journal-6070	44	40	coefficient	coefficient	NOUN
american_scientific_journal-6070	44	41	,	,	PUNCT
american_scientific_journal-6070	44	42	iou	iou	NOUN
american_scientific_journal-6070	44	43	,	,	PUNCT
american_scientific_journal-6070	44	44	sensitivity	sensitivity	NOUN
american_scientific_journal-6070	44	45	and	and	CCONJ
american_scientific_journal-6070	44	46	specificity	specificity	NOUN
american_scientific_journal-6070	44	47	.	.	PUNCT
american_scientific_journal-6070	45	1	analysis	analysis	NOUN
american_scientific_journal-6070	45	2	and	and	CCONJ
american_scientific_journal-6070	45	3	evaluation	evaluation	NOUN
american_scientific_journal-6070	45	4	.	.	PUNCT
american_scientific_journal-6070	46	1	in	in	ADP
american_scientific_journal-6070	46	2	section	section	NOUN
american_scientific_journal-6070	46	3	5	5	NUM
american_scientific_journal-6070	46	4	we	we	PRON
american_scientific_journal-6070	46	5	introduce	introduce	VERB
american_scientific_journal-6070	46	6	the	the	DET
american_scientific_journal-6070	46	7	auxiliary	auxiliary	ADJ
american_scientific_journal-6070	46	8	analysis	analysis	NOUN
american_scientific_journal-6070	46	9	interface	interface	NOUN
american_scientific_journal-6070	46	10	of	of	ADP
american_scientific_journal-6070	46	11	our	our	PRON
american_scientific_journal-6070	46	12	system	system	NOUN
american_scientific_journal-6070	46	13	.	.	PUNCT
american_scientific_journal-6070	47	1	a	a	DET
american_scientific_journal-6070	47	2	brief	brief	ADJ
american_scientific_journal-6070	47	3	discussion	discussion	NOUN
american_scientific_journal-6070	47	4	is	be	AUX
american_scientific_journal-6070	47	5	given	give	VERB
american_scientific_journal-6070	47	6	in	in	ADP
american_scientific_journal-6070	47	7	section	section	NOUN
american_scientific_journal-6070	47	8	6	6	NUM
american_scientific_journal-6070	47	9	.	.	NOUN
american_scientific_journal-6070	47	10	2	2	NUM
american_scientific_journal-6070	47	11	.	.	PUNCT
american_scientific_journal-6070	47	12	data	datum	NOUN
american_scientific_journal-6070	47	13	sets	set	NOUN
american_scientific_journal-6070	47	14	and	and	CCONJ
american_scientific_journal-6070	47	15	preprocessing	preprocesse	VERB
american_scientific_journal-6070	47	16	the	the	DET
american_scientific_journal-6070	47	17	uterine	uterine	ADJ
american_scientific_journal-6070	47	18	fibroids	fibroid	NOUN
american_scientific_journal-6070	47	19	data	datum	NOUN
american_scientific_journal-6070	47	20	set	set	VERB
american_scientific_journal-6070	47	21	used	use	VERB
american_scientific_journal-6070	47	22	was	be	AUX
american_scientific_journal-6070	47	23	provided	provide	VERB
american_scientific_journal-6070	47	24	by	by	ADP
american_scientific_journal-6070	47	25	the	the	DET
american_scientific_journal-6070	47	26	hospital	hospital	NOUN
american_scientific_journal-6070	47	27	we	we	PRON
american_scientific_journal-6070	47	28	worked	work	VERB
american_scientific_journal-6070	47	29	with	with	ADP
american_scientific_journal-6070	47	30	.	.	PUNCT
american_scientific_journal-6070	48	1	the	the	DET
american_scientific_journal-6070	48	2	data	datum	NOUN
american_scientific_journal-6070	48	3	set	set	NOUN
american_scientific_journal-6070	48	4	contains	contain	VERB
american_scientific_journal-6070	48	5	a	a	DET
american_scientific_journal-6070	48	6	total	total	NOUN
american_scientific_journal-6070	48	7	of	of	ADP
american_scientific_journal-6070	48	8	2410	2410	NUM
american_scientific_journal-6070	48	9	mri	mri	NOUN
american_scientific_journal-6070	48	10	t2w	t2w	ADP
american_scientific_journal-6070	48	11	images	image	NOUN
american_scientific_journal-6070	48	12	of	of	ADP
american_scientific_journal-6070	48	13	93	93	NUM
american_scientific_journal-6070	48	14	patients	patient	NOUN
american_scientific_journal-6070	48	15	,	,	PUNCT
american_scientific_journal-6070	48	16	which	which	PRON
american_scientific_journal-6070	48	17	are	be	AUX
american_scientific_journal-6070	48	18	divided	divide	VERB
american_scientific_journal-6070	48	19	into	into	ADP
american_scientific_journal-6070	48	20	two	two	NUM
american_scientific_journal-6070	48	21	categories	category	NOUN
american_scientific_journal-6070	48	22	:	:	PUNCT
american_scientific_journal-6070	48	23	no	no	DET
american_scientific_journal-6070	48	24	uterine	uterine	ADJ
american_scientific_journal-6070	48	25	fibroids	fibroid	NOUN
american_scientific_journal-6070	48	26	and	and	CCONJ
american_scientific_journal-6070	48	27	uterine	uterine	ADJ
american_scientific_journal-6070	48	28	fibroids	fibroid	NOUN
american_scientific_journal-6070	48	29	mri	mri	NOUN
american_scientific_journal-6070	48	30	t2w	t2w	NOUN
american_scientific_journal-6070	48	31	images	image	NOUN
american_scientific_journal-6070	48	32	.	.	PUNCT
american_scientific_journal-6070	49	1	in	in	ADP
american_scientific_journal-6070	49	2	order	order	NOUN
american_scientific_journal-6070	49	3	to	to	PART
american_scientific_journal-6070	49	4	enable	enable	VERB
american_scientific_journal-6070	49	5	the	the	DET
american_scientific_journal-6070	49	6	network	network	NOUN
american_scientific_journal-6070	49	7	to	to	PART
american_scientific_journal-6070	49	8	better	well	ADV
american_scientific_journal-6070	49	9	learn	learn	VERB
american_scientific_journal-6070	49	10	uterine	uterine	ADJ
american_scientific_journal-6070	49	11	fibroids	fibroid	NOUN
american_scientific_journal-6070	49	12	image	image	NOUN
american_scientific_journal-6070	49	13	information	information	NOUN
american_scientific_journal-6070	49	14	,	,	PUNCT
american_scientific_journal-6070	49	15	we	we	PRON
american_scientific_journal-6070	49	16	deleted	delete	VERB
american_scientific_journal-6070	49	17	most	most	ADJ
american_scientific_journal-6070	49	18	of	of	ADP
american_scientific_journal-6070	49	19	the	the	DET
american_scientific_journal-6070	49	20	images	image	NOUN
american_scientific_journal-6070	49	21	without	without	ADP
american_scientific_journal-6070	49	22	uterine	uterine	ADJ
american_scientific_journal-6070	49	23	fibroids	fibroid	NOUN
american_scientific_journal-6070	49	24	,	,	PUNCT
american_scientific_journal-6070	49	25	leaving	leave	VERB
american_scientific_journal-6070	49	26	970	970	NUM
american_scientific_journal-6070	49	27	images	image	NOUN
american_scientific_journal-6070	49	28	with	with	ADP
american_scientific_journal-6070	49	29	uterine	uterine	ADJ
american_scientific_journal-6070	49	30	fibroids	fibroid	NOUN
american_scientific_journal-6070	49	31	,	,	PUNCT
american_scientific_journal-6070	49	32	and	and	CCONJ
american_scientific_journal-6070	49	33	randomly	randomly	ADV
american_scientific_journal-6070	49	34	selected	select	VERB
american_scientific_journal-6070	49	35	80	80	NUM
american_scientific_journal-6070	49	36	patients	patient	NOUN
american_scientific_journal-6070	49	37	with	with	ADP
american_scientific_journal-6070	49	38	a	a	DET
american_scientific_journal-6070	49	39	total	total	NOUN
american_scientific_journal-6070	49	40	of	of	ADP
american_scientific_journal-6070	49	41	847	847	NUM
american_scientific_journal-6070	49	42	images	image	NOUN
american_scientific_journal-6070	49	43	as	as	ADP
american_scientific_journal-6070	49	44	the	the	DET
american_scientific_journal-6070	49	45	training	training	NOUN
american_scientific_journal-6070	49	46	set	set	NOUN
american_scientific_journal-6070	49	47	,	,	PUNCT
american_scientific_journal-6070	49	48	a	a	DET
american_scientific_journal-6070	49	49	total	total	NOUN
american_scientific_journal-6070	49	50	of	of	ADP
american_scientific_journal-6070	49	51	123	123	NUM
american_scientific_journal-6070	49	52	images	image	NOUN
american_scientific_journal-6070	49	53	of	of	ADP
american_scientific_journal-6070	49	54	13	13	NUM
american_scientific_journal-6070	49	55	patients	patient	NOUN
american_scientific_journal-6070	49	56	were	be	AUX
american_scientific_journal-6070	49	57	selected	select	VERB
american_scientific_journal-6070	49	58	as	as	ADP
american_scientific_journal-6070	49	59	the	the	DET
american_scientific_journal-6070	49	60	test	test	NOUN
american_scientific_journal-6070	49	61	set	set	NOUN
american_scientific_journal-6070	49	62	.	.	PUNCT
american_scientific_journal-6070	50	1	the	the	DET
american_scientific_journal-6070	50	2	original	original	ADJ
american_scientific_journal-6070	50	3	image	image	NOUN
american_scientific_journal-6070	50	4	size	size	NOUN
american_scientific_journal-6070	50	5	is	be	AUX
american_scientific_journal-6070	50	6	240×240	240×240	NUM
american_scientific_journal-6070	50	7	,	,	PUNCT
american_scientific_journal-6070	50	8	and	and	CCONJ
american_scientific_journal-6070	50	9	it	it	PRON
american_scientific_journal-6070	50	10	is	be	AUX
american_scientific_journal-6070	50	11	adjusted	adjust	VERB
american_scientific_journal-6070	50	12	to	to	ADP
american_scientific_journal-6070	50	13	320×320	320×320	NUM
american_scientific_journal-6070	50	14	after	after	ADP
american_scientific_journal-6070	50	15	being	be	AUX
american_scientific_journal-6070	50	16	input	input	NOUN
american_scientific_journal-6070	50	17	to	to	ADP
american_scientific_journal-6070	50	18	the	the	DET
american_scientific_journal-6070	50	19	network	network	NOUN
american_scientific_journal-6070	50	20	.	.	PUNCT
american_scientific_journal-6070	51	1	the	the	DET
american_scientific_journal-6070	51	2	labels	label	NOUN
american_scientific_journal-6070	51	3	of	of	ADP
american_scientific_journal-6070	51	4	all	all	DET
american_scientific_journal-6070	51	5	images	image	NOUN
american_scientific_journal-6070	51	6	are	be	AUX
american_scientific_journal-6070	51	7	manually	manually	ADV
american_scientific_journal-6070	51	8	marked	mark	VERB
american_scientific_journal-6070	51	9	by	by	ADP
american_scientific_journal-6070	51	10	professional	professional	ADJ
american_scientific_journal-6070	51	11	doctors	doctor	NOUN
american_scientific_journal-6070	51	12	in	in	ADP
american_scientific_journal-6070	51	13	the	the	DET
american_scientific_journal-6070	51	14	hospital	hospital	NOUN
american_scientific_journal-6070	51	15	.	.	PUNCT
american_scientific_journal-6070	52	1	figure	figure	NOUN
american_scientific_journal-6070	52	2	1	1	NUM
american_scientific_journal-6070	52	3	shows	show	VERB
american_scientific_journal-6070	52	4	the	the	DET
american_scientific_journal-6070	52	5	uterine	uterine	ADJ
american_scientific_journal-6070	52	6	mri	mri	NOUN
american_scientific_journal-6070	52	7	t2w	t2w	ADP
american_scientific_journal-6070	52	8	images	image	NOUN
american_scientific_journal-6070	52	9	and	and	CCONJ
american_scientific_journal-6070	52	10	labels	label	NOUN
american_scientific_journal-6070	52	11	.	.	PUNCT
american_scientific_journal-6070	53	1	(	(	PUNCT
american_scientific_journal-6070	53	2	a	a	X
american_scientific_journal-6070	53	3	)	)	PUNCT
american_scientific_journal-6070	53	4	(	(	PUNCT
american_scientific_journal-6070	53	5	b	b	X
american_scientific_journal-6070	53	6	)	)	PUNCT
american_scientific_journal-6070	53	7	(	(	PUNCT
american_scientific_journal-6070	53	8	c	c	X
american_scientific_journal-6070	53	9	)	)	PUNCT
american_scientific_journal-6070	53	10	(	(	PUNCT
american_scientific_journal-6070	53	11	d	d	X
american_scientific_journal-6070	53	12	)	)	PUNCT
american_scientific_journal-6070	53	13	figure	figure	NOUN
american_scientific_journal-6070	53	14	1	1	NUM
american_scientific_journal-6070	53	15	:	:	PUNCT
american_scientific_journal-6070	53	16	(	(	PUNCT
american_scientific_journal-6070	53	17	a	a	X
american_scientific_journal-6070	53	18	)	)	PUNCT
american_scientific_journal-6070	53	19	mri	mri	NOUN
american_scientific_journal-6070	53	20	t2w	t2w	ADP
american_scientific_journal-6070	53	21	image	image	NOUN
american_scientific_journal-6070	53	22	without	without	ADP
american_scientific_journal-6070	53	23	uterine	uterine	ADJ
american_scientific_journal-6070	53	24	fibroids	fibroid	NOUN
american_scientific_journal-6070	53	25	,	,	PUNCT
american_scientific_journal-6070	53	26	(	(	PUNCT
american_scientific_journal-6070	53	27	b	b	X
american_scientific_journal-6070	53	28	)	)	PUNCT
american_scientific_journal-6070	53	29	no	no	DET
american_scientific_journal-6070	53	30	uterine	uterine	ADJ
american_scientific_journal-6070	53	31	fibroids	fibroid	NOUN
american_scientific_journal-6070	53	32	mri	mri	NOUN
american_scientific_journal-6070	53	33	t2w	t2w	ADP
american_scientific_journal-6070	53	34	image	image	NOUN
american_scientific_journal-6070	53	35	label	label	NOUN
american_scientific_journal-6070	53	36	,	,	PUNCT
american_scientific_journal-6070	53	37	(	(	PUNCT
american_scientific_journal-6070	53	38	c	c	X
american_scientific_journal-6070	53	39	)	)	PUNCT
american_scientific_journal-6070	53	40	contains	contain	VERB
american_scientific_journal-6070	53	41	mri	mri	NOUN
american_scientific_journal-6070	53	42	t2w	t2w	ADP
american_scientific_journal-6070	53	43	images	image	NOUN
american_scientific_journal-6070	53	44	of	of	ADP
american_scientific_journal-6070	53	45	uterine	uterine	ADJ
american_scientific_journal-6070	53	46	fibroids	fibroid	NOUN
american_scientific_journal-6070	53	47	,	,	PUNCT
american_scientific_journal-6070	53	48	(	(	PUNCT
american_scientific_journal-6070	53	49	d	d	X
american_scientific_journal-6070	53	50	)	)	PUNCT
american_scientific_journal-6070	53	51	contains	contain	VERB
american_scientific_journal-6070	53	52	mri	mri	NOUN
american_scientific_journal-6070	53	53	image	image	NOUN
american_scientific_journal-6070	53	54	label	label	NOUN
american_scientific_journal-6070	53	55	of	of	ADP
american_scientific_journal-6070	53	56	uterine	uterine	ADJ
american_scientific_journal-6070	53	57	fibroids	fibroid	NOUN
american_scientific_journal-6070	53	58	3	3	NUM
american_scientific_journal-6070	53	59	.	.	PUNCT
american_scientific_journal-6070	54	1	network	network	NOUN
american_scientific_journal-6070	54	2	construction	construction	NOUN
american_scientific_journal-6070	54	3	and	and	CCONJ
american_scientific_journal-6070	54	4	parameter	parameter	NOUN
american_scientific_journal-6070	54	5	analysis	analysis	NOUN
american_scientific_journal-6070	54	6	3.1	3.1	NUM
american_scientific_journal-6070	54	7	.	.	PUNCT
american_scientific_journal-6070	55	1	network	network	NOUN
american_scientific_journal-6070	55	2	framework	framework	NOUN
american_scientific_journal-6070	55	3	figure	figure	NOUN
american_scientific_journal-6070	55	4	2	2	NUM
american_scientific_journal-6070	55	5	shows	show	VERB
american_scientific_journal-6070	55	6	the	the	DET
american_scientific_journal-6070	55	7	ar	ar	NOUN
american_scientific_journal-6070	55	8	-	-	PUNCT
american_scientific_journal-6070	55	9	unet	unet	NOUN
american_scientific_journal-6070	55	10	network	network	NOUN
american_scientific_journal-6070	55	11	structure	structure	NOUN
american_scientific_journal-6070	55	12	and	and	CCONJ
american_scientific_journal-6070	55	13	overall	overall	ADJ
american_scientific_journal-6070	55	14	process	process	NOUN
american_scientific_journal-6070	55	15	.	.	PUNCT
american_scientific_journal-6070	56	1	first	first	ADV
american_scientific_journal-6070	56	2	,	,	PUNCT
american_scientific_journal-6070	56	3	we	we	PRON
american_scientific_journal-6070	56	4	adopt	adopt	VERB
american_scientific_journal-6070	56	5	the	the	DET
american_scientific_journal-6070	56	6	resnet101	resnet101	PROPN
american_scientific_journal-6070	56	7	[	[	X
american_scientific_journal-6070	56	8	9	9	NUM
american_scientific_journal-6070	56	9	]	]	X
american_scientific_journal-6070	56	10	network	network	NOUN
american_scientific_journal-6070	56	11	as	as	ADP
american_scientific_journal-6070	56	12	the	the	DET
american_scientific_journal-6070	56	13	feature	feature	NOUN
american_scientific_journal-6070	56	14	extraction	extraction	NOUN
american_scientific_journal-6070	56	15	module	module	NOUN
american_scientific_journal-6070	56	16	.	.	PUNCT
american_scientific_journal-6070	57	1	in	in	ADP
american_scientific_journal-6070	57	2	order	order	NOUN
american_scientific_journal-6070	57	3	to	to	PART
american_scientific_journal-6070	57	4	meet	meet	VERB
american_scientific_journal-6070	57	5	the	the	DET
american_scientific_journal-6070	57	6	needs	need	NOUN
american_scientific_journal-6070	57	7	of	of	ADP
american_scientific_journal-6070	57	8	feature	feature	NOUN
american_scientific_journal-6070	57	9	extraction	extraction	NOUN
american_scientific_journal-6070	57	10	,	,	PUNCT
american_scientific_journal-6070	57	11	the	the	DET
american_scientific_journal-6070	57	12	structural	structural	ADJ
american_scientific_journal-6070	57	13	body	body	NOUN
american_scientific_journal-6070	57	14	of	of	ADP
american_scientific_journal-6070	57	15	resnet101	resnet101	PROPN
american_scientific_journal-6070	57	16	is	be	AUX
american_scientific_journal-6070	57	17	retained	retain	VERB
american_scientific_journal-6070	57	18	,	,	PUNCT
american_scientific_journal-6070	57	19	and	and	CCONJ
american_scientific_journal-6070	57	20	the	the	DET
american_scientific_journal-6070	57	21	last	last	ADJ
american_scientific_journal-6070	57	22	three	three	NUM
american_scientific_journal-6070	57	23	layers	layer	NOUN
american_scientific_journal-6070	57	24	used	use	VERB
american_scientific_journal-6070	57	25	for	for	ADP
american_scientific_journal-6070	57	26	the	the	DET
american_scientific_journal-6070	57	27	output	output	NOUN
american_scientific_journal-6070	57	28	of	of	ADP
american_scientific_journal-6070	57	29	classification	classification	NOUN
american_scientific_journal-6070	57	30	results	result	NOUN
american_scientific_journal-6070	57	31	are	be	AUX
american_scientific_journal-6070	57	32	discarded	discard	VERB
american_scientific_journal-6070	57	33	.	.	PUNCT
american_scientific_journal-6070	58	1	the	the	DET
american_scientific_journal-6070	58	2	320×320×1	320×320×1	NUM
american_scientific_journal-6070	58	3	uterine	uterine	ADJ
american_scientific_journal-6070	58	4	fibroids	fibroid	NOUN
american_scientific_journal-6070	58	5	mri	mri	NOUN
american_scientific_journal-6070	58	6	image	image	NOUN
american_scientific_journal-6070	58	7	is	be	AUX
american_scientific_journal-6070	58	8	input	input	NOUN
american_scientific_journal-6070	58	9	to	to	ADP
american_scientific_journal-6070	58	10	the	the	DET
american_scientific_journal-6070	58	11	resnet101	resnet101	PROPN
american_scientific_journal-6070	58	12	feature	feature	NOUN
american_scientific_journal-6070	58	13	extraction	extraction	NOUN
american_scientific_journal-6070	58	14	module	module	NOUN
american_scientific_journal-6070	58	15	at	at	ADP
american_scientific_journal-6070	58	16	the	the	DET
american_scientific_journal-6070	58	17	front	front	ADJ
american_scientific_journal-6070	58	18	end	end	NOUN
american_scientific_journal-6070	58	19	of	of	ADP
american_scientific_journal-6070	58	20	the	the	DET
american_scientific_journal-6070	58	21	network	network	NOUN
american_scientific_journal-6070	58	22	,	,	PUNCT
american_scientific_journal-6070	58	23	and	and	CCONJ
american_scientific_journal-6070	58	24	finally	finally	ADV
american_scientific_journal-6070	58	25	a	a	DET
american_scientific_journal-6070	58	26	10×10×2048	10×10×2048	NUM
american_scientific_journal-6070	58	27	feature	feature	NOUN
american_scientific_journal-6070	58	28	vector	vector	NOUN
american_scientific_journal-6070	58	29	is	be	AUX
american_scientific_journal-6070	58	30	obtained	obtain	VERB
american_scientific_journal-6070	58	31	,	,	PUNCT
american_scientific_journal-6070	58	32	and	and	CCONJ
american_scientific_journal-6070	58	33	the	the	DET
american_scientific_journal-6070	58	34	downsampling	downsample	VERB
american_scientific_journal-6070	58	35	process	process	NOUN
american_scientific_journal-6070	58	36	is	be	AUX
american_scientific_journal-6070	58	37	completed	complete	VERB
american_scientific_journal-6070	58	38	.	.	PUNCT
american_scientific_journal-6070	59	1	we	we	PRON
american_scientific_journal-6070	59	2	use	use	VERB
american_scientific_journal-6070	59	3	the	the	DET
american_scientific_journal-6070	59	4	transposed	transpose	VERB
american_scientific_journal-6070	59	5	convolution	convolution	NOUN
american_scientific_journal-6070	59	6	method	method	NOUN
american_scientific_journal-6070	59	7	to	to	PART
american_scientific_journal-6070	59	8	achieve	achieve	VERB
american_scientific_journal-6070	59	9	the	the	DET
american_scientific_journal-6070	59	10	upsampling	upsampling	NOUN
american_scientific_journal-6070	59	11	process	process	NOUN
american_scientific_journal-6070	59	12	.	.	PUNCT
american_scientific_journal-6070	60	1	the	the	DET
american_scientific_journal-6070	60	2	specific	specific	ADJ
american_scientific_journal-6070	60	3	operations	operation	NOUN
american_scientific_journal-6070	60	4	are	be	AUX
american_scientific_journal-6070	60	5	as	as	SCONJ
american_scientific_journal-6070	60	6	follows	follow	VERB
american_scientific_journal-6070	60	7	:	:	PUNCT
american_scientific_journal-6070	60	8	set	set	VERB
american_scientific_journal-6070	60	9	the	the	DET
american_scientific_journal-6070	60	10	transposed	transpose	VERB
american_scientific_journal-6070	60	11	convolution	convolution	NOUN
american_scientific_journal-6070	60	12	layer	layer	NOUN
american_scientific_journal-6070	60	13	with	with	ADP
american_scientific_journal-6070	60	14	a	a	DET
american_scientific_journal-6070	60	15	step	step	NOUN
american_scientific_journal-6070	60	16	size	size	NOUN
american_scientific_journal-6070	60	17	of	of	ADP
american_scientific_journal-6070	60	18	2	2	NUM
american_scientific_journal-6070	60	19	and	and	CCONJ
american_scientific_journal-6070	60	20	a	a	DET
american_scientific_journal-6070	60	21	convolution	convolution	NOUN
american_scientific_journal-6070	60	22	kernel	kernel	NOUN
american_scientific_journal-6070	60	23	size	size	NOUN
american_scientific_journal-6070	60	24	of	of	ADP
american_scientific_journal-6070	60	25	2×2	2×2	NOUN
american_scientific_journal-6070	60	26	,	,	PUNCT
american_scientific_journal-6070	60	27	which	which	PRON
american_scientific_journal-6070	60	28	can	can	AUX
american_scientific_journal-6070	60	29	gradually	gradually	ADV
american_scientific_journal-6070	60	30	increase	increase	VERB
american_scientific_journal-6070	60	31	the	the	DET
american_scientific_journal-6070	60	32	size	size	NOUN
american_scientific_journal-6070	60	33	of	of	ADP
american_scientific_journal-6070	60	34	the	the	DET
american_scientific_journal-6070	60	35	feature	feature	NOUN
american_scientific_journal-6070	60	36	layer	layer	NOUN
american_scientific_journal-6070	60	37	.	.	PUNCT
american_scientific_journal-6070	61	1	at	at	ADP
american_scientific_journal-6070	61	2	the	the	DET
american_scientific_journal-6070	61	3	same	same	ADJ
american_scientific_journal-6070	61	4	time	time	NOUN
american_scientific_journal-6070	61	5	,	,	PUNCT
american_scientific_journal-6070	61	6	the	the	DET
american_scientific_journal-6070	61	7	depth	depth	NOUN
american_scientific_journal-6070	61	8	of	of	ADP
american_scientific_journal-6070	61	9	the	the	DET
american_scientific_journal-6070	61	10	feature	feature	NOUN
american_scientific_journal-6070	61	11	layer	layer	NOUN
american_scientific_journal-6070	61	12	is	be	AUX
american_scientific_journal-6070	61	13	reduced	reduce	VERB
american_scientific_journal-6070	61	14	;	;	PUNCT
american_scientific_journal-6070	61	15	american	american	ADJ
american_scientific_journal-6070	61	16	scientific	scientific	ADJ
american_scientific_journal-6070	61	17	research	research	NOUN
american_scientific_journal-6070	61	18	journal	journal	NOUN
american_scientific_journal-6070	61	19	for	for	ADP
american_scientific_journal-6070	61	20	engineering	engineering	NOUN
american_scientific_journal-6070	61	21	,	,	PUNCT
american_scientific_journal-6070	61	22	technology	technology	NOUN
american_scientific_journal-6070	61	23	,	,	PUNCT
american_scientific_journal-6070	61	24	and	and	CCONJ
american_scientific_journal-6070	61	25	sciences	science	NOUN
american_scientific_journal-6070	61	26	(	(	PUNCT
american_scientific_journal-6070	61	27	asrjets	asrjet	NOUN
american_scientific_journal-6070	61	28	)	)	PUNCT
american_scientific_journal-6070	61	29	(	(	PUNCT
american_scientific_journal-6070	61	30	2020	2020	NUM
american_scientific_journal-6070	61	31	)	)	PUNCT
american_scientific_journal-6070	61	32	volume	volume	NOUN
american_scientific_journal-6070	61	33	71	71	NUM
american_scientific_journal-6070	61	34	,	,	PUNCT
american_scientific_journal-6070	61	35	no	no	DET
american_scientific_journal-6070	61	36	1	1	NUM
american_scientific_journal-6070	61	37	,	,	PUNCT
american_scientific_journal-6070	61	38	pp	pp	ADV
american_scientific_journal-6070	61	39	1	1	NUM
american_scientific_journal-6070	61	40	-	-	SYM
american_scientific_journal-6070	61	41	10	10	NUM
american_scientific_journal-6070	61	42	4	4	NUM
american_scientific_journal-6070	61	43	with	with	ADP
american_scientific_journal-6070	61	44	the	the	DET
american_scientific_journal-6070	61	45	u	u	ADJ
american_scientific_journal-6070	61	46	-	-	ADJ
american_scientific_journal-6070	61	47	net	net	ADJ
american_scientific_journal-6070	61	48	network	network	NOUN
american_scientific_journal-6070	61	49	as	as	ADP
american_scientific_journal-6070	61	50	the	the	DET
american_scientific_journal-6070	61	51	main	main	ADJ
american_scientific_journal-6070	61	52	body	body	NOUN
american_scientific_journal-6070	61	53	,	,	PUNCT
american_scientific_journal-6070	61	54	the	the	DET
american_scientific_journal-6070	61	55	feature	feature	NOUN
american_scientific_journal-6070	61	56	map	map	NOUN
american_scientific_journal-6070	61	57	of	of	ADP
american_scientific_journal-6070	61	58	the	the	DET
american_scientific_journal-6070	61	59	upper	upper	ADJ
american_scientific_journal-6070	61	60	layer	layer	NOUN
american_scientific_journal-6070	61	61	upsampling	upsampling	NOUN
american_scientific_journal-6070	61	62	and	and	CCONJ
american_scientific_journal-6070	61	63	the	the	DET
american_scientific_journal-6070	61	64	same	same	ADJ
american_scientific_journal-6070	61	65	layer	layer	NOUN
american_scientific_journal-6070	61	66	of	of	ADP
american_scientific_journal-6070	61	67	the	the	DET
american_scientific_journal-6070	61	68	downsampling	downsample	VERB
american_scientific_journal-6070	61	69	feature	feature	NOUN
american_scientific_journal-6070	61	70	map	map	NOUN
american_scientific_journal-6070	61	71	are	be	AUX
american_scientific_journal-6070	61	72	adjusted	adjust	VERB
american_scientific_journal-6070	61	73	to	to	ADP
american_scientific_journal-6070	61	74	the	the	DET
american_scientific_journal-6070	61	75	same	same	ADJ
american_scientific_journal-6070	61	76	size	size	NOUN
american_scientific_journal-6070	61	77	,	,	PUNCT
american_scientific_journal-6070	61	78	and	and	CCONJ
american_scientific_journal-6070	61	79	the	the	DET
american_scientific_journal-6070	61	80	optimized	optimize	VERB
american_scientific_journal-6070	61	81	same	same	ADJ
american_scientific_journal-6070	61	82	layer	layer	NOUN
american_scientific_journal-6070	61	83	is	be	AUX
american_scientific_journal-6070	61	84	obtained	obtain	VERB
american_scientific_journal-6070	61	85	by	by	ADP
american_scientific_journal-6070	61	86	the	the	DET
american_scientific_journal-6070	61	87	attention	attention	NOUN
american_scientific_journal-6070	61	88	gate	gate	NOUN
american_scientific_journal-6070	61	89	module	module	NOUN
american_scientific_journal-6070	61	90	[	[	X
american_scientific_journal-6070	61	91	10	10	NUM
american_scientific_journal-6070	61	92	]	]	PUNCT
american_scientific_journal-6070	61	93	.	.	PUNCT
american_scientific_journal-6070	62	1	downsampling	downsample	VERB
american_scientific_journal-6070	62	2	feature	feature	NOUN
american_scientific_journal-6070	62	3	map	map	NOUN
american_scientific_journal-6070	62	4	,	,	PUNCT
american_scientific_journal-6070	62	5	using	use	VERB
american_scientific_journal-6070	62	6	feature	feature	NOUN
american_scientific_journal-6070	62	7	layer	layer	NOUN
american_scientific_journal-6070	62	8	concatenation	concatenation	NOUN
american_scientific_journal-6070	62	9	(	(	PUNCT
american_scientific_journal-6070	62	10	concatenate	concatenate	NOUN
american_scientific_journal-6070	62	11	)	)	PUNCT
american_scientific_journal-6070	62	12	method	method	NOUN
american_scientific_journal-6070	62	13	,	,	PUNCT
american_scientific_journal-6070	62	14	combined	combine	VERB
american_scientific_journal-6070	62	15	with	with	ADP
american_scientific_journal-6070	62	16	the	the	DET
american_scientific_journal-6070	62	17	same	same	ADJ
american_scientific_journal-6070	62	18	scale	scale	NOUN
american_scientific_journal-6070	62	19	information	information	NOUN
american_scientific_journal-6070	62	20	in	in	ADP
american_scientific_journal-6070	62	21	the	the	DET
american_scientific_journal-6070	62	22	downsampling	downsample	VERB
american_scientific_journal-6070	62	23	line	line	NOUN
american_scientific_journal-6070	62	24	and	and	CCONJ
american_scientific_journal-6070	62	25	the	the	DET
american_scientific_journal-6070	62	26	upsampling	upsample	VERB
american_scientific_journal-6070	62	27	line	line	NOUN
american_scientific_journal-6070	62	28	;	;	PUNCT
american_scientific_journal-6070	62	29	after	after	ADP
american_scientific_journal-6070	62	30	each	each	DET
american_scientific_journal-6070	62	31	stitching	stitching	NOUN
american_scientific_journal-6070	62	32	,	,	PUNCT
american_scientific_journal-6070	62	33	use	use	VERB
american_scientific_journal-6070	62	34	3×3	3×3	NUM
american_scientific_journal-6070	62	35	convolution	convolution	NOUN
american_scientific_journal-6070	62	36	layer	layer	NOUN
american_scientific_journal-6070	62	37	,	,	PUNCT
american_scientific_journal-6070	62	38	batch	batch	VERB
american_scientific_journal-6070	62	39	normalization	normalization	NOUN
american_scientific_journal-6070	62	40	layer	layer	NOUN
american_scientific_journal-6070	62	41	(	(	PUNCT
american_scientific_journal-6070	62	42	batch	batch	NOUN
american_scientific_journal-6070	62	43	normalization	normalization	NOUN
american_scientific_journal-6070	62	44	)	)	PUNCT
american_scientific_journal-6070	62	45	layer	layer	NOUN
american_scientific_journal-6070	62	46	)	)	PUNCT
american_scientific_journal-6070	62	47	,	,	PUNCT
american_scientific_journal-6070	62	48	the	the	DET
american_scientific_journal-6070	62	49	relu	relu	NOUN
american_scientific_journal-6070	62	50	activation	activation	NOUN
american_scientific_journal-6070	62	51	function	function	NOUN
american_scientific_journal-6070	62	52	combines	combine	VERB
american_scientific_journal-6070	62	53	the	the	DET
american_scientific_journal-6070	62	54	feature	feature	NOUN
american_scientific_journal-6070	62	55	information	information	NOUN
american_scientific_journal-6070	62	56	of	of	ADP
american_scientific_journal-6070	62	57	the	the	DET
american_scientific_journal-6070	62	58	same	same	ADJ
american_scientific_journal-6070	62	59	scale	scale	NOUN
american_scientific_journal-6070	62	60	,	,	PUNCT
american_scientific_journal-6070	62	61	repeats	repeat	VERB
american_scientific_journal-6070	62	62	the	the	DET
american_scientific_journal-6070	62	63	upsampling	upsample	VERB
american_scientific_journal-6070	62	64	operation	operation	NOUN
american_scientific_journal-6070	62	65	to	to	PART
american_scientific_journal-6070	62	66	obtain	obtain	VERB
american_scientific_journal-6070	62	67	a	a	DET
american_scientific_journal-6070	62	68	160×160×64	160×160×64	NUM
american_scientific_journal-6070	62	69	feature	feature	NOUN
american_scientific_journal-6070	62	70	layer	layer	NOUN
american_scientific_journal-6070	62	71	,	,	PUNCT
american_scientific_journal-6070	62	72	and	and	CCONJ
american_scientific_journal-6070	62	73	finally	finally	ADV
american_scientific_journal-6070	62	74	uses	use	VERB
american_scientific_journal-6070	62	75	a	a	DET
american_scientific_journal-6070	62	76	1×1	1×1	NUM
american_scientific_journal-6070	62	77	convolution	convolution	NOUN
american_scientific_journal-6070	62	78	layer	layer	NOUN
american_scientific_journal-6070	62	79	and	and	CCONJ
american_scientific_journal-6070	62	80	a	a	DET
american_scientific_journal-6070	62	81	bilinear	bilinear	NOUN
american_scientific_journal-6070	62	82	interpolation	interpolation	NOUN
american_scientific_journal-6070	62	83	method	method	NOUN
american_scientific_journal-6070	62	84	to	to	PART
american_scientific_journal-6070	62	85	obtain	obtain	VERB
american_scientific_journal-6070	62	86	320×320×1	320×320×1	NUM
american_scientific_journal-6070	62	87	segmentation	segmentation	NOUN
american_scientific_journal-6070	62	88	result	result	NOUN
american_scientific_journal-6070	62	89	.	.	PUNCT
american_scientific_journal-6070	63	1	figure	figure	NOUN
american_scientific_journal-6070	63	2	2	2	NUM
american_scientific_journal-6070	63	3	:	:	PUNCT
american_scientific_journal-6070	63	4	the	the	DET
american_scientific_journal-6070	63	5	framework	framework	NOUN
american_scientific_journal-6070	63	6	of	of	ADP
american_scientific_journal-6070	63	7	ar	ar	NOUN
american_scientific_journal-6070	63	8	-	-	NOUN
american_scientific_journal-6070	63	9	unet	unet	NOUN
american_scientific_journal-6070	63	10	the	the	DET
american_scientific_journal-6070	63	11	network	network	NOUN
american_scientific_journal-6070	63	12	uses	use	VERB
american_scientific_journal-6070	63	13	resnet101	resnet101	PROPN
american_scientific_journal-6070	63	14	as	as	ADP
american_scientific_journal-6070	63	15	a	a	DET
american_scientific_journal-6070	63	16	feature	feature	NOUN
american_scientific_journal-6070	63	17	extraction	extraction	NOUN
american_scientific_journal-6070	63	18	module	module	NOUN
american_scientific_journal-6070	63	19	,	,	PUNCT
american_scientific_journal-6070	63	20	which	which	PRON
american_scientific_journal-6070	63	21	deepens	deepen	VERB
american_scientific_journal-6070	63	22	the	the	DET
american_scientific_journal-6070	63	23	number	number	NOUN
american_scientific_journal-6070	63	24	of	of	ADP
american_scientific_journal-6070	63	25	unet	unet	NOUN
american_scientific_journal-6070	63	26	layers	layer	NOUN
american_scientific_journal-6070	63	27	and	and	CCONJ
american_scientific_journal-6070	63	28	improves	improve	VERB
american_scientific_journal-6070	63	29	the	the	DET
american_scientific_journal-6070	63	30	segmentation	segmentation	NOUN
american_scientific_journal-6070	63	31	accuracy	accuracy	NOUN
american_scientific_journal-6070	63	32	.	.	PUNCT
american_scientific_journal-6070	64	1	combined	combine	VERB
american_scientific_journal-6070	64	2	with	with	ADP
american_scientific_journal-6070	64	3	the	the	DET
american_scientific_journal-6070	64	4	attention	attention	NOUN
american_scientific_journal-6070	64	5	gate	gate	NOUN
american_scientific_journal-6070	64	6	module	module	NOUN
american_scientific_journal-6070	64	7	,	,	PUNCT
american_scientific_journal-6070	64	8	without	without	ADP
american_scientific_journal-6070	64	9	reducing	reduce	VERB
american_scientific_journal-6070	64	10	the	the	DET
american_scientific_journal-6070	64	11	amount	amount	NOUN
american_scientific_journal-6070	64	12	of	of	ADP
american_scientific_journal-6070	64	13	calculation	calculation	NOUN
american_scientific_journal-6070	64	14	,	,	PUNCT
american_scientific_journal-6070	64	15	it	it	PRON
american_scientific_journal-6070	64	16	suppresses	suppress	VERB
american_scientific_journal-6070	64	17	the	the	DET
american_scientific_journal-6070	64	18	activation	activation	NOUN
american_scientific_journal-6070	64	19	of	of	ADP
american_scientific_journal-6070	64	20	irrelevant	irrelevant	ADJ
american_scientific_journal-6070	64	21	regional	regional	ADJ
american_scientific_journal-6070	64	22	features	feature	NOUN
american_scientific_journal-6070	64	23	and	and	CCONJ
american_scientific_journal-6070	64	24	improves	improve	VERB
american_scientific_journal-6070	64	25	the	the	DET
american_scientific_journal-6070	64	26	sensitivity	sensitivity	NOUN
american_scientific_journal-6070	64	27	and	and	CCONJ
american_scientific_journal-6070	64	28	accuracy	accuracy	NOUN
american_scientific_journal-6070	64	29	of	of	ADP
american_scientific_journal-6070	64	30	the	the	DET
american_scientific_journal-6070	64	31	model	model	NOUN
american_scientific_journal-6070	64	32	.	.	PUNCT
american_scientific_journal-6070	65	1	3.2	3.2	NUM
american_scientific_journal-6070	65	2	.	.	PUNCT
american_scientific_journal-6070	66	1	resnet101	resnet101	NOUN
american_scientific_journal-6070	66	2	module	module	NOUN
american_scientific_journal-6070	66	3	resnet101	resnet101	PROPN
american_scientific_journal-6070	66	4	network	network	NOUN
american_scientific_journal-6070	66	5	is	be	AUX
american_scientific_journal-6070	66	6	an	an	DET
american_scientific_journal-6070	66	7	improvement	improvement	NOUN
american_scientific_journal-6070	66	8	of	of	ADP
american_scientific_journal-6070	66	9	resnet	resnet	ADJ
american_scientific_journal-6070	66	10	network	network	NOUN
american_scientific_journal-6070	66	11	.	.	PUNCT
american_scientific_journal-6070	67	1	it	it	PRON
american_scientific_journal-6070	67	2	contains	contain	VERB
american_scientific_journal-6070	67	3	33	33	NUM
american_scientific_journal-6070	67	4	improved	improve	VERB
american_scientific_journal-6070	67	5	residual	residual	ADJ
american_scientific_journal-6070	67	6	modules	module	NOUN
american_scientific_journal-6070	67	7	.	.	PUNCT
american_scientific_journal-6070	68	1	the	the	DET
american_scientific_journal-6070	68	2	resnet	resnet	ADJ
american_scientific_journal-6070	68	3	residual	residual	ADJ
american_scientific_journal-6070	68	4	module	module	NOUN
american_scientific_journal-6070	68	5	and	and	CCONJ
american_scientific_journal-6070	68	6	resnet101	resnet101	NOUN
american_scientific_journal-6070	68	7	residual	residual	ADJ
american_scientific_journal-6070	68	8	module	module	NOUN
american_scientific_journal-6070	68	9	are	be	AUX
american_scientific_journal-6070	68	10	shown	show	VERB
american_scientific_journal-6070	68	11	in	in	ADP
american_scientific_journal-6070	68	12	figure	figure	NOUN
american_scientific_journal-6070	68	13	3(a)(b	3(a)(b	NUM
american_scientific_journal-6070	68	14	)	)	PUNCT
american_scientific_journal-6070	68	15	respectively	respectively	ADV
american_scientific_journal-6070	68	16	.	.	PUNCT
american_scientific_journal-6070	69	1	the	the	DET
american_scientific_journal-6070	69	2	resnet101	resnet101	PROPN
american_scientific_journal-6070	69	3	residual	residual	ADJ
american_scientific_journal-6070	69	4	module	module	NOUN
american_scientific_journal-6070	69	5	has	have	AUX
american_scientific_journal-6070	69	6	optimized	optimize	VERB
american_scientific_journal-6070	69	7	the	the	DET
american_scientific_journal-6070	69	8	resnet	resnet	ADJ
american_scientific_journal-6070	69	9	residual	residual	ADJ
american_scientific_journal-6070	69	10	block	block	NOUN
american_scientific_journal-6070	69	11	,	,	PUNCT
american_scientific_journal-6070	69	12	that	that	ADV
american_scientific_journal-6070	69	13	is	is	ADV
american_scientific_journal-6070	69	14	,	,	PUNCT
american_scientific_journal-6070	69	15	two	two	NUM
american_scientific_journal-6070	69	16	3×3	3×3	NUM
american_scientific_journal-6070	69	17	is	be	AUX
american_scientific_journal-6070	69	18	replaced	replace	VERB
american_scientific_journal-6070	69	19	by	by	ADP
american_scientific_journal-6070	69	20	1×1	1×1	NUM
american_scientific_journal-6070	69	21	+	+	CCONJ
american_scientific_journal-6070	69	22	3×3	3×3	NUM
american_scientific_journal-6070	69	23	+	+	CCONJ
american_scientific_journal-6070	69	24	1×1	1×1	NUM
american_scientific_journal-6070	69	25	.	.	PUNCT
american_scientific_journal-6070	70	1	the	the	DET
american_scientific_journal-6070	70	2	3×3	3×3	NUM
american_scientific_journal-6070	70	3	convolutional	convolutional	ADJ
american_scientific_journal-6070	70	4	layer	layer	NOUN
american_scientific_journal-6070	70	5	in	in	ADP
american_scientific_journal-6070	70	6	the	the	DET
american_scientific_journal-6070	70	7	middle	middle	NOUN
american_scientific_journal-6070	70	8	of	of	ADP
american_scientific_journal-6070	70	9	the	the	DET
american_scientific_journal-6070	70	10	new	new	ADJ
american_scientific_journal-6070	70	11	structure	structure	NOUN
american_scientific_journal-6070	70	12	first	first	ADV
american_scientific_journal-6070	70	13	reduces	reduce	VERB
american_scientific_journal-6070	70	14	the	the	DET
american_scientific_journal-6070	70	15	calculation	calculation	NOUN
american_scientific_journal-6070	70	16	under	under	ADP
american_scientific_journal-6070	70	17	a	a	DET
american_scientific_journal-6070	70	18	dimension	dimension	NOUN
american_scientific_journal-6070	70	19	reduction	reduction	NOUN
american_scientific_journal-6070	70	20	1x1	1x1	NUM
american_scientific_journal-6070	70	21	convolutional	convolutional	ADJ
american_scientific_journal-6070	70	22	layer	layer	NOUN
american_scientific_journal-6070	70	23	,	,	PUNCT
american_scientific_journal-6070	70	24	and	and	CCONJ
american_scientific_journal-6070	70	25	then	then	ADV
american_scientific_journal-6070	70	26	restores	restore	VERB
american_scientific_journal-6070	70	27	it	it	PRON
american_scientific_journal-6070	70	28	under	under	ADP
american_scientific_journal-6070	70	29	another	another	DET
american_scientific_journal-6070	70	30	1×1	1×1	ADJ
american_scientific_journal-6070	70	31	convolutional	convolutional	ADJ
american_scientific_journal-6070	70	32	layer	layer	NOUN
american_scientific_journal-6070	70	33	,	,	PUNCT
american_scientific_journal-6070	70	34	which	which	PRON
american_scientific_journal-6070	70	35	not	not	PART
american_scientific_journal-6070	70	36	only	only	ADV
american_scientific_journal-6070	70	37	maintains	maintain	VERB
american_scientific_journal-6070	70	38	accuracy	accuracy	NOUN
american_scientific_journal-6070	70	39	but	but	CCONJ
american_scientific_journal-6070	70	40	also	also	ADV
american_scientific_journal-6070	70	41	reduces	reduce	VERB
american_scientific_journal-6070	70	42	the	the	DET
american_scientific_journal-6070	70	43	amount	amount	NOUN
american_scientific_journal-6070	70	44	of	of	ADP
american_scientific_journal-6070	70	45	calculation	calculation	NOUN
american_scientific_journal-6070	70	46	.	.	PUNCT
american_scientific_journal-6070	71	1	american	american	ADJ
american_scientific_journal-6070	71	2	scientific	scientific	ADJ
american_scientific_journal-6070	71	3	research	research	PROPN
american_scientific_journal-6070	71	4	journal	journal	NOUN
american_scientific_journal-6070	71	5	for	for	ADP
american_scientific_journal-6070	71	6	engineering	engineering	NOUN
american_scientific_journal-6070	71	7	,	,	PUNCT
american_scientific_journal-6070	71	8	technology	technology	NOUN
american_scientific_journal-6070	71	9	,	,	PUNCT
american_scientific_journal-6070	71	10	and	and	CCONJ
american_scientific_journal-6070	71	11	sciences	science	NOUN
american_scientific_journal-6070	71	12	(	(	PUNCT
american_scientific_journal-6070	71	13	asrjets	asrjet	NOUN
american_scientific_journal-6070	71	14	)	)	PUNCT
american_scientific_journal-6070	71	15	(	(	PUNCT
american_scientific_journal-6070	71	16	2020	2020	NUM
american_scientific_journal-6070	71	17	)	)	PUNCT
american_scientific_journal-6070	71	18	volume	volume	NOUN
american_scientific_journal-6070	71	19	71	71	NUM
american_scientific_journal-6070	71	20	,	,	PUNCT
american_scientific_journal-6070	71	21	no	no	DET
american_scientific_journal-6070	71	22	1	1	NUM
american_scientific_journal-6070	71	23	,	,	PUNCT
american_scientific_journal-6070	71	24	pp	pp	ADV
american_scientific_journal-6070	71	25	1	1	NUM
american_scientific_journal-6070	71	26	-	-	SYM
american_scientific_journal-6070	71	27	10	10	NUM
american_scientific_journal-6070	71	28	5	5	NUM
american_scientific_journal-6070	71	29	3×3,64	3×3,64	NUM
american_scientific_journal-6070	71	30	3×3,64	3×3,64	NUM
american_scientific_journal-6070	71	31	relu	relu	NOUN
american_scientific_journal-6070	71	32	relu	relu	NOUN
american_scientific_journal-6070	71	33	64	64	NUM
american_scientific_journal-6070	71	34	-	-	SYM
american_scientific_journal-6070	71	35	d	d	X
american_scientific_journal-6070	71	36	1×1,64	1×1,64	NUM
american_scientific_journal-6070	71	37	3×3,64	3×3,64	NUM
american_scientific_journal-6070	71	38	1×1,256	1×1,256	NUM
american_scientific_journal-6070	71	39	relu	relu	NOUN
american_scientific_journal-6070	71	40	relu	relu	NOUN
american_scientific_journal-6070	71	41	relu	relu	NOUN
american_scientific_journal-6070	71	42	256	256	NUM
american_scientific_journal-6070	71	43	-	-	SYM
american_scientific_journal-6070	71	44	d	d	X
american_scientific_journal-6070	71	45	(	(	PUNCT
american_scientific_journal-6070	71	46	a	a	X
american_scientific_journal-6070	71	47	)	)	PUNCT
american_scientific_journal-6070	71	48	resnet	resnet	NOUN
american_scientific_journal-6070	71	49	residual	residual	ADJ
american_scientific_journal-6070	71	50	module	module	NOUN
american_scientific_journal-6070	71	51	(	(	PUNCT
american_scientific_journal-6070	71	52	b	b	NOUN
american_scientific_journal-6070	71	53	)	)	PUNCT
american_scientific_journal-6070	71	54	resnet101	resnet101	VERB
american_scientific_journal-6070	71	55	residual	residual	ADJ
american_scientific_journal-6070	71	56	module	module	NOUN
american_scientific_journal-6070	71	57	figure	figure	NOUN
american_scientific_journal-6070	71	58	3	3	NUM
american_scientific_journal-6070	71	59	:	:	PUNCT
american_scientific_journal-6070	71	60	residual	residual	ADJ
american_scientific_journal-6070	71	61	module	module	NOUN
american_scientific_journal-6070	71	62	part	part	NOUN
american_scientific_journal-6070	71	63	in	in	ADP
american_scientific_journal-6070	71	64	order	order	NOUN
american_scientific_journal-6070	71	65	to	to	PART
american_scientific_journal-6070	71	66	meet	meet	VERB
american_scientific_journal-6070	71	67	the	the	DET
american_scientific_journal-6070	71	68	needs	need	NOUN
american_scientific_journal-6070	71	69	of	of	ADP
american_scientific_journal-6070	71	70	feature	feature	NOUN
american_scientific_journal-6070	71	71	extraction	extraction	NOUN
american_scientific_journal-6070	71	72	,	,	PUNCT
american_scientific_journal-6070	71	73	the	the	DET
american_scientific_journal-6070	71	74	proposed	propose	VERB
american_scientific_journal-6070	71	75	network	network	NOUN
american_scientific_journal-6070	71	76	retains	retain	VERB
american_scientific_journal-6070	71	77	the	the	DET
american_scientific_journal-6070	71	78	main	main	ADJ
american_scientific_journal-6070	71	79	body	body	NOUN
american_scientific_journal-6070	71	80	of	of	ADP
american_scientific_journal-6070	71	81	the	the	DET
american_scientific_journal-6070	71	82	resnet101	resnet101	PROPN
american_scientific_journal-6070	71	83	network	network	NOUN
american_scientific_journal-6070	71	84	,	,	PUNCT
american_scientific_journal-6070	71	85	discards	discard	VERB
american_scientific_journal-6070	71	86	the	the	DET
american_scientific_journal-6070	71	87	last	last	ADJ
american_scientific_journal-6070	71	88	three	three	NUM
american_scientific_journal-6070	71	89	layers	layer	NOUN
american_scientific_journal-6070	71	90	used	use	VERB
american_scientific_journal-6070	71	91	for	for	ADP
american_scientific_journal-6070	71	92	the	the	DET
american_scientific_journal-6070	71	93	output	output	NOUN
american_scientific_journal-6070	71	94	of	of	ADP
american_scientific_journal-6070	71	95	the	the	DET
american_scientific_journal-6070	71	96	classification	classification	NOUN
american_scientific_journal-6070	71	97	results	result	NOUN
american_scientific_journal-6070	71	98	,	,	PUNCT
american_scientific_journal-6070	71	99	and	and	CCONJ
american_scientific_journal-6070	71	100	the	the	DET
american_scientific_journal-6070	71	101	benefits	benefit	NOUN
american_scientific_journal-6070	71	102	of	of	ADP
american_scientific_journal-6070	71	103	using	use	VERB
american_scientific_journal-6070	71	104	the	the	DET
american_scientific_journal-6070	71	105	resnet101	resnet101	PROPN
american_scientific_journal-6070	71	106	network	network	NOUN
american_scientific_journal-6070	71	107	as	as	ADP
american_scientific_journal-6070	71	108	a	a	DET
american_scientific_journal-6070	71	109	feature	feature	NOUN
american_scientific_journal-6070	71	110	extraction	extraction	NOUN
american_scientific_journal-6070	71	111	module	module	NOUN
american_scientific_journal-6070	71	112	have	have	VERB
american_scientific_journal-6070	71	113	the	the	DET
american_scientific_journal-6070	71	114	following	follow	VERB
american_scientific_journal-6070	71	115	points	point	NOUN
american_scientific_journal-6070	71	116	:	:	PUNCT
american_scientific_journal-6070	71	117	1	1	X
american_scientific_journal-6070	71	118	.	.	X
american_scientific_journal-6070	71	119	deepen	deepen	VERB
american_scientific_journal-6070	71	120	the	the	DET
american_scientific_journal-6070	71	121	number	number	NOUN
american_scientific_journal-6070	71	122	of	of	ADP
american_scientific_journal-6070	71	123	network	network	NOUN
american_scientific_journal-6070	71	124	layers	layer	NOUN
american_scientific_journal-6070	71	125	,	,	PUNCT
american_scientific_journal-6070	71	126	improve	improve	VERB
american_scientific_journal-6070	71	127	the	the	DET
american_scientific_journal-6070	71	128	segmentation	segmentation	NOUN
american_scientific_journal-6070	71	129	accuracy	accuracy	NOUN
american_scientific_journal-6070	71	130	of	of	ADP
american_scientific_journal-6070	71	131	the	the	DET
american_scientific_journal-6070	71	132	network	network	NOUN
american_scientific_journal-6070	71	133	;	;	PUNCT
american_scientific_journal-6070	71	134	2	2	NUM
american_scientific_journal-6070	71	135	.	.	X
american_scientific_journal-6070	71	136	more	more	ADJ
american_scientific_journal-6070	71	137	jump	jump	NOUN
american_scientific_journal-6070	71	138	connections	connection	NOUN
american_scientific_journal-6070	71	139	can	can	AUX
american_scientific_journal-6070	71	140	be	be	AUX
american_scientific_journal-6070	71	141	added	add	VERB
american_scientific_journal-6070	71	142	in	in	ADP
american_scientific_journal-6070	71	143	the	the	DET
american_scientific_journal-6070	71	144	middle	middle	NOUN
american_scientific_journal-6070	71	145	of	of	ADP
american_scientific_journal-6070	71	146	the	the	DET
american_scientific_journal-6070	71	147	network	network	NOUN
american_scientific_journal-6070	71	148	,	,	PUNCT
american_scientific_journal-6070	71	149	so	so	SCONJ
american_scientific_journal-6070	71	150	that	that	SCONJ
american_scientific_journal-6070	71	151	the	the	DET
american_scientific_journal-6070	71	152	background	background	NOUN
american_scientific_journal-6070	71	153	semantic	semantic	ADJ
american_scientific_journal-6070	71	154	information	information	NOUN
american_scientific_journal-6070	71	155	of	of	ADP
american_scientific_journal-6070	71	156	the	the	DET
american_scientific_journal-6070	71	157	image	image	NOUN
american_scientific_journal-6070	71	158	can	can	AUX
american_scientific_journal-6070	71	159	be	be	AUX
american_scientific_journal-6070	71	160	better	well	ADV
american_scientific_journal-6070	71	161	combined	combine	VERB
american_scientific_journal-6070	71	162	to	to	PART
american_scientific_journal-6070	71	163	perform	perform	VERB
american_scientific_journal-6070	71	164	multi	multi	ADJ
american_scientific_journal-6070	71	165	-	-	ADJ
american_scientific_journal-6070	71	166	scale	scale	ADJ
american_scientific_journal-6070	71	167	segmentation	segmentation	NOUN
american_scientific_journal-6070	71	168	;	;	PUNCT
american_scientific_journal-6070	71	169	3	3	X
american_scientific_journal-6070	71	170	.	.	X
american_scientific_journal-6070	71	171	resnet101	resnet101	PROPN
american_scientific_journal-6070	71	172	has	have	VERB
american_scientific_journal-6070	71	173	fast	fast	ADJ
american_scientific_journal-6070	71	174	convergence	convergence	NOUN
american_scientific_journal-6070	71	175	,	,	PUNCT
american_scientific_journal-6070	71	176	the	the	DET
american_scientific_journal-6070	71	177	advantage	advantage	NOUN
american_scientific_journal-6070	71	178	of	of	ADP
american_scientific_journal-6070	71	179	reducing	reduce	VERB
american_scientific_journal-6070	71	180	the	the	DET
american_scientific_journal-6070	71	181	amount	amount	NOUN
american_scientific_journal-6070	71	182	of	of	ADP
american_scientific_journal-6070	71	183	model	model	NOUN
american_scientific_journal-6070	71	184	data	datum	NOUN
american_scientific_journal-6070	71	185	;	;	PUNCT
american_scientific_journal-6070	71	186	4	4	X
american_scientific_journal-6070	71	187	.	.	X
american_scientific_journal-6070	71	188	resnet101	resnet101	PROPN
american_scientific_journal-6070	71	189	makes	make	VERB
american_scientific_journal-6070	71	190	the	the	DET
american_scientific_journal-6070	71	191	model	model	NOUN
american_scientific_journal-6070	71	192	easier	easy	ADJ
american_scientific_journal-6070	71	193	to	to	PART
american_scientific_journal-6070	71	194	train	train	VERB
american_scientific_journal-6070	71	195	,	,	PUNCT
american_scientific_journal-6070	71	196	not	not	PART
american_scientific_journal-6070	71	197	only	only	ADV
american_scientific_journal-6070	71	198	can	can	AUX
american_scientific_journal-6070	71	199	prevent	prevent	VERB
american_scientific_journal-6070	71	200	the	the	DET
american_scientific_journal-6070	71	201	model	model	NOUN
american_scientific_journal-6070	71	202	from	from	ADP
american_scientific_journal-6070	71	203	degenerating	degenerate	VERB
american_scientific_journal-6070	71	204	,	,	PUNCT
american_scientific_journal-6070	71	205	but	but	CCONJ
american_scientific_journal-6070	71	206	also	also	ADV
american_scientific_journal-6070	71	207	prevents	prevent	VERB
american_scientific_journal-6070	71	208	the	the	DET
american_scientific_journal-6070	71	209	gradient	gradient	NOUN
american_scientific_journal-6070	71	210	from	from	ADP
american_scientific_journal-6070	71	211	disappearing	disappear	VERB
american_scientific_journal-6070	71	212	,	,	PUNCT
american_scientific_journal-6070	71	213	and	and	CCONJ
american_scientific_journal-6070	71	214	loss	loss	NOUN
american_scientific_journal-6070	71	215	does	do	AUX
american_scientific_journal-6070	71	216	not	not	PART
american_scientific_journal-6070	71	217	converge	converge	VERB
american_scientific_journal-6070	71	218	.	.	PUNCT
american_scientific_journal-6070	72	1	3.3	3.3	NUM
american_scientific_journal-6070	72	2	.	.	PUNCT
american_scientific_journal-6070	72	3	attention	attention	NOUN
american_scientific_journal-6070	72	4	gate	gate	NOUN
american_scientific_journal-6070	72	5	module	module	NOUN
american_scientific_journal-6070	72	6	the	the	DET
american_scientific_journal-6070	72	7	structure	structure	NOUN
american_scientific_journal-6070	72	8	of	of	ADP
american_scientific_journal-6070	72	9	the	the	DET
american_scientific_journal-6070	72	10	attention	attention	NOUN
american_scientific_journal-6070	72	11	gate	gate	NOUN
american_scientific_journal-6070	72	12	module	module	NOUN
american_scientific_journal-6070	72	13	is	be	AUX
american_scientific_journal-6070	72	14	shown	show	VERB
american_scientific_journal-6070	72	15	in	in	ADP
american_scientific_journal-6070	72	16	figure	figure	NOUN
american_scientific_journal-6070	72	17	4	4	NUM
american_scientific_journal-6070	72	18	,	,	PUNCT
american_scientific_journal-6070	72	19	g	g	PROPN
american_scientific_journal-6070	72	20	represents	represent	VERB
american_scientific_journal-6070	72	21	the	the	DET
american_scientific_journal-6070	72	22	upper	upper	ADJ
american_scientific_journal-6070	72	23	layer	layer	NOUN
american_scientific_journal-6070	72	24	feature	feature	NOUN
american_scientific_journal-6070	72	25	map	map	NOUN
american_scientific_journal-6070	72	26	of	of	ADP
american_scientific_journal-6070	72	27	upsampling	upsample	VERB
american_scientific_journal-6070	72	28	,	,	PUNCT
american_scientific_journal-6070	72	29	x	x	SYM
american_scientific_journal-6070	72	30	l	l	NOUN
american_scientific_journal-6070	72	31	represents	represent	VERB
american_scientific_journal-6070	72	32	the	the	DET
american_scientific_journal-6070	72	33	feature	feature	NOUN
american_scientific_journal-6070	72	34	map	map	NOUN
american_scientific_journal-6070	72	35	of	of	ADP
american_scientific_journal-6070	72	36	the	the	DET
american_scientific_journal-6070	72	37	same	same	ADJ
american_scientific_journal-6070	72	38	layer	layer	NOUN
american_scientific_journal-6070	72	39	downsampling	downsampling	NOUN
american_scientific_journal-6070	72	40	,	,	PUNCT
american_scientific_journal-6070	72	41	the	the	DET
american_scientific_journal-6070	72	42	two	two	NUM
american_scientific_journal-6070	72	43	feature	feature	NOUN
american_scientific_journal-6070	72	44	maps	map	NOUN
american_scientific_journal-6070	72	45	are	be	AUX
american_scientific_journal-6070	72	46	adjusted	adjust	VERB
american_scientific_journal-6070	72	47	to	to	ADP
american_scientific_journal-6070	72	48	the	the	DET
american_scientific_journal-6070	72	49	same	same	ADJ
american_scientific_journal-6070	72	50	size	size	NOUN
american_scientific_journal-6070	72	51	,	,	PUNCT
american_scientific_journal-6070	72	52	and	and	CCONJ
american_scientific_journal-6070	72	53	then	then	ADV
american_scientific_journal-6070	72	54	added	add	VERB
american_scientific_journal-6070	72	55	,	,	PUNCT
american_scientific_journal-6070	72	56	obtained	obtain	VERB
american_scientific_journal-6070	72	57	by	by	ADP
american_scientific_journal-6070	72	58	relu	relu	NOUN
american_scientific_journal-6070	72	59	and	and	CCONJ
american_scientific_journal-6070	72	60	sigmoid	sigmoid	NOUN
american_scientific_journal-6070	72	61	attention	attention	NOUN
american_scientific_journal-6070	72	62	coefficient	coefficient	NOUN
american_scientific_journal-6070	72	63	a	a	DET
american_scientific_journal-6070	72	64	(	(	PUNCT
american_scientific_journal-6070	72	65	value	value	NOUN
american_scientific_journal-6070	72	66	0	0	NUM
american_scientific_journal-6070	72	67	-	-	SYM
american_scientific_journal-6070	72	68	1	1	NUM
american_scientific_journal-6070	72	69	)	)	PUNCT
american_scientific_journal-6070	72	70	,	,	PUNCT
american_scientific_journal-6070	72	71	after	after	ADP
american_scientific_journal-6070	72	72	multiplying	multiply	VERB
american_scientific_journal-6070	72	73	with	with	ADP
american_scientific_journal-6070	72	74	x	x	PROPN
american_scientific_journal-6070	72	75	l	l	NOUN
american_scientific_journal-6070	72	76	,	,	PUNCT
american_scientific_journal-6070	72	77	get	get	VERB
american_scientific_journal-6070	72	78	x2	x2	PROPN
american_scientific_journal-6070	72	79	l	l	NOUN
american_scientific_journal-6070	72	80	feature	feature	NOUN
american_scientific_journal-6070	72	81	map	map	NOUN
american_scientific_journal-6070	72	82	,	,	PUNCT
american_scientific_journal-6070	72	83	focus	focus	VERB
american_scientific_journal-6070	72	84	attention	attention	NOUN
american_scientific_journal-6070	72	85	on	on	ADP
american_scientific_journal-6070	72	86	the	the	DET
american_scientific_journal-6070	72	87	target	target	NOUN
american_scientific_journal-6070	72	88	area	area	NOUN
american_scientific_journal-6070	72	89	,	,	PUNCT
american_scientific_journal-6070	72	90	thus	thus	ADV
american_scientific_journal-6070	72	91	emphasizing	emphasize	VERB
american_scientific_journal-6070	72	92	the	the	DET
american_scientific_journal-6070	72	93	characteristics	characteristic	NOUN
american_scientific_journal-6070	72	94	of	of	ADP
american_scientific_journal-6070	72	95	the	the	DET
american_scientific_journal-6070	72	96	salient	salient	NOUN
american_scientific_journal-6070	72	97	area	area	NOUN
american_scientific_journal-6070	72	98	of	of	ADP
american_scientific_journal-6070	72	99	this	this	DET
american_scientific_journal-6070	72	100	layer	layer	NOUN
american_scientific_journal-6070	72	101	.	.	PUNCT
american_scientific_journal-6070	73	1	the	the	DET
american_scientific_journal-6070	73	2	increased	increase	VERB
american_scientific_journal-6070	73	3	attention	attention	NOUN
american_scientific_journal-6070	73	4	gate	gate	NOUN
american_scientific_journal-6070	73	5	module	module	NOUN
american_scientific_journal-6070	73	6	has	have	VERB
american_scientific_journal-6070	73	7	the	the	DET
american_scientific_journal-6070	73	8	following	following	ADJ
american_scientific_journal-6070	73	9	advantages	advantage	NOUN
american_scientific_journal-6070	73	10	:	:	PUNCT
american_scientific_journal-6070	74	1	1	1	X
american_scientific_journal-6070	74	2	.	.	X
american_scientific_journal-6070	74	3	it	it	PRON
american_scientific_journal-6070	74	4	can	can	AUX
american_scientific_journal-6070	74	5	better	well	ADV
american_scientific_journal-6070	74	6	realize	realize	VERB
american_scientific_journal-6070	74	7	the	the	DET
american_scientific_journal-6070	74	8	attention	attention	NOUN
american_scientific_journal-6070	74	9	to	to	ADP
american_scientific_journal-6070	74	10	the	the	DET
american_scientific_journal-6070	74	11	saliency	saliency	NOUN
american_scientific_journal-6070	74	12	area	area	NOUN
american_scientific_journal-6070	74	13	and	and	CCONJ
american_scientific_journal-6070	74	14	the	the	DET
american_scientific_journal-6070	74	15	suppression	suppression	NOUN
american_scientific_journal-6070	74	16	of	of	ADP
american_scientific_journal-6070	74	17	the	the	DET
american_scientific_journal-6070	74	18	irrelevant	irrelevant	ADJ
american_scientific_journal-6070	74	19	background	background	NOUN
american_scientific_journal-6070	74	20	area	area	NOUN
american_scientific_journal-6070	74	21	;	;	PUNCT
american_scientific_journal-6070	74	22	2	2	X
american_scientific_journal-6070	74	23	.	.	X
american_scientific_journal-6070	74	24	the	the	DET
american_scientific_journal-6070	74	25	attention	attention	NOUN
american_scientific_journal-6070	74	26	module	module	NOUN
american_scientific_journal-6070	74	27	can	can	AUX
american_scientific_journal-6070	74	28	be	be	AUX
american_scientific_journal-6070	74	29	well	well	ADV
american_scientific_journal-6070	74	30	embedded	embed	VERB
american_scientific_journal-6070	74	31	in	in	ADP
american_scientific_journal-6070	74	32	the	the	DET
american_scientific_journal-6070	74	33	unet	unet	NOUN
american_scientific_journal-6070	74	34	network	network	NOUN
american_scientific_journal-6070	74	35	without	without	ADP
american_scientific_journal-6070	74	36	increasing	increase	VERB
american_scientific_journal-6070	74	37	the	the	DET
american_scientific_journal-6070	74	38	calculation	calculation	NOUN
american_scientific_journal-6070	74	39	at	at	ADP
american_scientific_journal-6070	74	40	the	the	DET
american_scientific_journal-6070	74	41	same	same	ADJ
american_scientific_journal-6070	74	42	time	time	NOUN
american_scientific_journal-6070	74	43	improve	improve	VERB
american_scientific_journal-6070	74	44	the	the	DET
american_scientific_journal-6070	74	45	performance	performance	NOUN
american_scientific_journal-6070	74	46	of	of	ADP
american_scientific_journal-6070	74	47	the	the	DET
american_scientific_journal-6070	74	48	model	model	NOUN
american_scientific_journal-6070	74	49	.	.	PUNCT
american_scientific_journal-6070	75	1	american	american	ADJ
american_scientific_journal-6070	75	2	scientific	scientific	ADJ
american_scientific_journal-6070	75	3	research	research	PROPN
american_scientific_journal-6070	75	4	journal	journal	NOUN
american_scientific_journal-6070	75	5	for	for	ADP
american_scientific_journal-6070	75	6	engineering	engineering	NOUN
american_scientific_journal-6070	75	7	,	,	PUNCT
american_scientific_journal-6070	75	8	technology	technology	NOUN
american_scientific_journal-6070	75	9	,	,	PUNCT
american_scientific_journal-6070	75	10	and	and	CCONJ
american_scientific_journal-6070	75	11	sciences	science	NOUN
american_scientific_journal-6070	75	12	(	(	PUNCT
american_scientific_journal-6070	75	13	asrjets	asrjet	NOUN
american_scientific_journal-6070	75	14	)	)	PUNCT
american_scientific_journal-6070	75	15	(	(	PUNCT
american_scientific_journal-6070	75	16	2020	2020	NUM
american_scientific_journal-6070	75	17	)	)	PUNCT
american_scientific_journal-6070	75	18	volume	volume	NOUN
american_scientific_journal-6070	75	19	71	71	NUM
american_scientific_journal-6070	75	20	,	,	PUNCT
american_scientific_journal-6070	75	21	no	no	DET
american_scientific_journal-6070	75	22	1	1	NUM
american_scientific_journal-6070	75	23	,	,	PUNCT
american_scientific_journal-6070	75	24	pp	pp	ADV
american_scientific_journal-6070	75	25	1	1	NUM
american_scientific_journal-6070	75	26	-	-	SYM
american_scientific_journal-6070	75	27	10	10	NUM
american_scientific_journal-6070	75	28	6	6	NUM
american_scientific_journal-6070	75	29	figure	figure	NOUN
american_scientific_journal-6070	75	30	4	4	NUM
american_scientific_journal-6070	75	31	:	:	PUNCT
american_scientific_journal-6070	75	32	attention	attention	NOUN
american_scientific_journal-6070	75	33	gate	gate	NOUN
american_scientific_journal-6070	75	34	module	module	NOUN
american_scientific_journal-6070	75	35	3.4	3.4	NUM
american_scientific_journal-6070	75	36	.	.	PUNCT
american_scientific_journal-6070	76	1	analysis	analysis	NOUN
american_scientific_journal-6070	76	2	of	of	ADP
american_scientific_journal-6070	76	3	network	network	NOUN
american_scientific_journal-6070	76	4	parameters	parameter	NOUN
american_scientific_journal-6070	76	5	in	in	ADP
american_scientific_journal-6070	76	6	addition	addition	NOUN
american_scientific_journal-6070	76	7	,	,	PUNCT
american_scientific_journal-6070	76	8	we	we	PRON
american_scientific_journal-6070	76	9	use	use	VERB
american_scientific_journal-6070	76	10	batch	batch	NOUN
american_scientific_journal-6070	76	11	normalization	normalization	NOUN
american_scientific_journal-6070	76	12	,	,	PUNCT
american_scientific_journal-6070	76	13	320×320×1	320×320×1	NUM
american_scientific_journal-6070	76	14	images	image	NOUN
american_scientific_journal-6070	76	15	as	as	ADP
american_scientific_journal-6070	76	16	input	input	NOUN
american_scientific_journal-6070	76	17	,	,	PUNCT
american_scientific_journal-6070	76	18	and	and	CCONJ
american_scientific_journal-6070	76	19	initialize	initialize	VERB
american_scientific_journal-6070	76	20	weights	weight	NOUN
american_scientific_journal-6070	76	21	with	with	ADP
american_scientific_journal-6070	76	22	truncated	truncated	ADJ
american_scientific_journal-6070	76	23	normal	normal	ADJ
american_scientific_journal-6070	76	24	distribution.the	distribution.the	DET
american_scientific_journal-6070	76	25	learning	learning	NOUN
american_scientific_journal-6070	76	26	rate	rate	NOUN
american_scientific_journal-6070	76	27	is	be	AUX
american_scientific_journal-6070	76	28	set	set	VERB
american_scientific_journal-6070	76	29	to	to	ADP
american_scientific_journal-6070	76	30	1e-5	1e-5	NUM
american_scientific_journal-6070	76	31	,	,	PUNCT
american_scientific_journal-6070	76	32	the	the	DET
american_scientific_journal-6070	76	33	loss	loss	NOUN
american_scientific_journal-6070	76	34	function	function	NOUN
american_scientific_journal-6070	76	35	is	be	AUX
american_scientific_journal-6070	76	36	dice	dice	NOUN
american_scientific_journal-6070	76	37	(	(	PUNCT
american_scientific_journal-6070	76	38	dice	dice	NOUN
american_scientific_journal-6070	76	39	loss	loss	NOUN
american_scientific_journal-6070	76	40	)	)	PUNCT
american_scientific_journal-6070	77	1	[	[	X
american_scientific_journal-6070	77	2	11	11	NUM
american_scientific_journal-6070	77	3	]	]	PUNCT
american_scientific_journal-6070	77	4	,	,	PUNCT
american_scientific_journal-6070	77	5	use	use	VERB
american_scientific_journal-6070	77	6	adam	adam	PROPN
american_scientific_journal-6070	77	7	[	[	X
american_scientific_journal-6070	77	8	12	12	NUM
american_scientific_journal-6070	77	9	]	]	PUNCT
american_scientific_journal-6070	77	10	as	as	ADP
american_scientific_journal-6070	77	11	an	an	DET
american_scientific_journal-6070	77	12	optimizer	optimizer	NOUN
american_scientific_journal-6070	77	13	,	,	PUNCT
american_scientific_journal-6070	77	14	relu	relu	NOUN
american_scientific_journal-6070	77	15	is	be	AUX
american_scientific_journal-6070	77	16	used	use	VERB
american_scientific_journal-6070	77	17	as	as	ADP
american_scientific_journal-6070	77	18	the	the	DET
american_scientific_journal-6070	77	19	activation	activation	NOUN
american_scientific_journal-6070	77	20	function	function	NOUN
american_scientific_journal-6070	77	21	.	.	PUNCT
american_scientific_journal-6070	78	1	3.5	3.5	NUM
american_scientific_journal-6070	78	2	.	.	PUNCT
american_scientific_journal-6070	78	3	model	model	NOUN
american_scientific_journal-6070	78	4	performance	performance	NOUN
american_scientific_journal-6070	78	5	evaluation	evaluation	NOUN
american_scientific_journal-6070	78	6	metric	metric	NOUN
american_scientific_journal-6070	78	7	we	we	PRON
american_scientific_journal-6070	78	8	choose	choose	VERB
american_scientific_journal-6070	78	9	four	four	NUM
american_scientific_journal-6070	78	10	indicators	indicator	NOUN
american_scientific_journal-6070	78	11	to	to	PART
american_scientific_journal-6070	78	12	evaluate	evaluate	VERB
american_scientific_journal-6070	78	13	the	the	DET
american_scientific_journal-6070	78	14	segmentation	segmentation	NOUN
american_scientific_journal-6070	78	15	accuracy	accuracy	NOUN
american_scientific_journal-6070	78	16	:	:	PUNCT
american_scientific_journal-6070	78	17	dice	dice	NOUN
american_scientific_journal-6070	78	18	coefficient	coefficient	NOUN
american_scientific_journal-6070	78	19	(	(	PUNCT
american_scientific_journal-6070	78	20	dice	dice	NOUN
american_scientific_journal-6070	78	21	similarity	similarity	NOUN
american_scientific_journal-6070	78	22	coefficient	coefficient	NOUN
american_scientific_journal-6070	78	23	)	)	PUNCT
american_scientific_journal-6070	78	24	,	,	PUNCT
american_scientific_journal-6070	78	25	iou	iou	NOUN
american_scientific_journal-6070	78	26	(	(	PUNCT
american_scientific_journal-6070	78	27	intersection	intersection	NOUN
american_scientific_journal-6070	78	28	over	over	ADP
american_scientific_journal-6070	78	29	union	union	NOUN
american_scientific_journal-6070	78	30	)	)	PUNCT
american_scientific_journal-6070	78	31	,	,	PUNCT
american_scientific_journal-6070	78	32	sensitivity	sensitivity	NOUN
american_scientific_journal-6070	78	33	index	index	NOUN
american_scientific_journal-6070	78	34	(	(	PUNCT
american_scientific_journal-6070	78	35	sensitivity	sensitivity	NOUN
american_scientific_journal-6070	78	36	)	)	PUNCT
american_scientific_journal-6070	78	37	and	and	CCONJ
american_scientific_journal-6070	78	38	specificity	specificity	NOUN
american_scientific_journal-6070	78	39	index	index	NOUN
american_scientific_journal-6070	78	40	(	(	PUNCT
american_scientific_journal-6070	78	41	specificity	specificity	NOUN
american_scientific_journal-6070	78	42	)	)	PUNCT
american_scientific_journal-6070	78	43	.	.	PUNCT
american_scientific_journal-6070	79	1	they	they	PRON
american_scientific_journal-6070	79	2	are	be	AUX
american_scientific_journal-6070	79	3	calculated	calculate	VERB
american_scientific_journal-6070	79	4	using	use	VERB
american_scientific_journal-6070	79	5	a	a	DET
american_scientific_journal-6070	79	6	confusion	confusion	NOUN
american_scientific_journal-6070	79	7	matrix	matrix	NOUN
american_scientific_journal-6070	79	8	,	,	PUNCT
american_scientific_journal-6070	79	9	which	which	PRON
american_scientific_journal-6070	79	10	is	be	AUX
american_scientific_journal-6070	79	11	a	a	DET
american_scientific_journal-6070	79	12	2×2	2×2	NUM
american_scientific_journal-6070	79	13	array	array	NOUN
american_scientific_journal-6070	79	14	,	,	PUNCT
american_scientific_journal-6070	79	15	including	include	VERB
american_scientific_journal-6070	79	16	four	four	NUM
american_scientific_journal-6070	79	17	parameters	parameter	NOUN
american_scientific_journal-6070	79	18	:	:	PUNCT
american_scientific_journal-6070	79	19	false	false	ADJ
american_scientific_journal-6070	79	20	positive	positive	ADJ
american_scientific_journal-6070	79	21	(	(	PUNCT
american_scientific_journal-6070	79	22	fp	fp	NOUN
american_scientific_journal-6070	79	23	)	)	PUNCT
american_scientific_journal-6070	79	24	,	,	PUNCT
american_scientific_journal-6070	79	25	false	false	ADJ
american_scientific_journal-6070	79	26	negative	negative	ADJ
american_scientific_journal-6070	79	27	(	(	PUNCT
american_scientific_journal-6070	79	28	fn	fn	NOUN
american_scientific_journal-6070	79	29	)	)	PUNCT
american_scientific_journal-6070	79	30	,	,	PUNCT
american_scientific_journal-6070	79	31	true	true	ADJ
american_scientific_journal-6070	79	32	positive	positive	ADJ
american_scientific_journal-6070	79	33	(	(	PUNCT
american_scientific_journal-6070	79	34	tp	tp	NOUN
american_scientific_journal-6070	79	35	)	)	PUNCT
american_scientific_journal-6070	79	36	,	,	PUNCT
american_scientific_journal-6070	79	37	and	and	CCONJ
american_scientific_journal-6070	79	38	true	true	ADJ
american_scientific_journal-6070	79	39	negative	negative	ADJ
american_scientific_journal-6070	79	40	(	(	PUNCT
american_scientific_journal-6070	79	41	tn	tn	NOUN
american_scientific_journal-6070	79	42	)	)	PUNCT
american_scientific_journal-6070	80	1	[	[	X
american_scientific_journal-6070	80	2	13,14	13,14	NUM
american_scientific_journal-6070	80	3	]	]	PUNCT
american_scientific_journal-6070	80	4	.	.	PUNCT
american_scientific_journal-6070	81	1	dice	dice	PROPN
american_scientific_journal-6070	81	2	coefficient	coefficient	NOUN
american_scientific_journal-6070	81	3	(	(	PUNCT
american_scientific_journal-6070	81	4	dice	dice	NOUN
american_scientific_journal-6070	81	5	similarity	similarity	NOUN
american_scientific_journal-6070	81	6	coefficient	coefficient	NOUN
american_scientific_journal-6070	81	7	)	)	PUNCT
american_scientific_journal-6070	81	8	,	,	PUNCT
american_scientific_journal-6070	81	9	iou	iou	NOUN
american_scientific_journal-6070	81	10	(	(	PUNCT
american_scientific_journal-6070	81	11	intersection	intersection	NOUN
american_scientific_journal-6070	81	12	over	over	ADP
american_scientific_journal-6070	81	13	union	union	NOUN
american_scientific_journal-6070	81	14	)	)	PUNCT
american_scientific_journal-6070	81	15	,	,	PUNCT
american_scientific_journal-6070	81	16	sensitivity	sensitivity	NOUN
american_scientific_journal-6070	81	17	index	index	NOUN
american_scientific_journal-6070	81	18	(	(	PUNCT
american_scientific_journal-6070	81	19	sensitivity	sensitivity	NOUN
american_scientific_journal-6070	81	20	)	)	PUNCT
american_scientific_journal-6070	81	21	and	and	CCONJ
american_scientific_journal-6070	81	22	specificity	specificity	NOUN
american_scientific_journal-6070	81	23	index	index	NOUN
american_scientific_journal-6070	81	24	(	(	PUNCT
american_scientific_journal-6070	81	25	specificity	specificity	NOUN
american_scientific_journal-6070	81	26	)	)	PUNCT
american_scientific_journal-6070	81	27	are	be	AUX
american_scientific_journal-6070	81	28	respectively	respectively	ADV
american_scientific_journal-6070	81	29	expressed	express	VERB
american_scientific_journal-6070	81	30	by	by	ADP
american_scientific_journal-6070	81	31	formulas	formula	NOUN
american_scientific_journal-6070	81	32	(	(	PUNCT
american_scientific_journal-6070	81	33	1)-(4	1)-(4	NUM
american_scientific_journal-6070	81	34	)	)	PUNCT
american_scientific_journal-6070	81	35	.	.	PUNCT
american_scientific_journal-6070	82	1	2	2	NUM
american_scientific_journal-6070	82	2	*	*	SYM
american_scientific_journal-6070	82	3	(	(	PUNCT
american_scientific_journal-6070	82	4	)	)	PUNCT
american_scientific_journal-6070	82	5	(	(	PUNCT
american_scientific_journal-6070	82	6	)	)	PUNCT
american_scientific_journal-6070	82	7	tp	tp	PART
american_scientific_journal-6070	82	8	dice	dice	VERB
american_scientific_journal-6070	82	9	tp	tp	ADP
american_scientific_journal-6070	82	10	fn	fn	PROPN
american_scientific_journal-6070	82	11	tp	tp	ADP
american_scientific_journal-6070	82	12	fp	fp	PROPN
american_scientific_journal-6070	82	13			PROPN
american_scientific_journal-6070	82	14			PROPN
american_scientific_journal-6070	82	15			PUNCT
american_scientific_journal-6070	82	16			X
american_scientific_journal-6070	82	17	(	(	PUNCT
american_scientific_journal-6070	82	18	1	1	X
american_scientific_journal-6070	82	19	)	)	PUNCT
american_scientific_journal-6070	82	20	tp	tp	PART
american_scientific_journal-6070	82	21	iou	iou	VERB
american_scientific_journal-6070	82	22	tp	tp	ADP
american_scientific_journal-6070	82	23	fn	fn	PROPN
american_scientific_journal-6070	82	24	fp	fp	PROPN
american_scientific_journal-6070	82	25			PROPN
american_scientific_journal-6070	82	26			ADV
american_scientific_journal-6070	82	27			X
american_scientific_journal-6070	82	28	(	(	PUNCT
american_scientific_journal-6070	82	29	2	2	X
american_scientific_journal-6070	82	30	)	)	PUNCT
american_scientific_journal-6070	82	31	tp	tp	ADP
american_scientific_journal-6070	82	32	sensitivity	sensitivity	NOUN
american_scientific_journal-6070	82	33	tp	tp	X
american_scientific_journal-6070	82	34	fn	fn	PROPN
american_scientific_journal-6070	83	1			PROPN
american_scientific_journal-6070	83	2			X
american_scientific_journal-6070	83	3	(	(	PUNCT
american_scientific_journal-6070	83	4	3	3	X
american_scientific_journal-6070	83	5	)	)	PUNCT
american_scientific_journal-6070	83	6	tn	tn	NOUN
american_scientific_journal-6070	83	7	specificity	specificity	NOUN
american_scientific_journal-6070	83	8	tn	tn	PROPN
american_scientific_journal-6070	83	9	fp	fp	PROPN
american_scientific_journal-6070	84	1			PROPN
american_scientific_journal-6070	84	2			X
american_scientific_journal-6070	84	3	(	(	PUNCT
american_scientific_journal-6070	84	4	4	4	NUM
american_scientific_journal-6070	84	5	)	)	PUNCT
american_scientific_journal-6070	84	6	4	4	NUM
american_scientific_journal-6070	84	7	.	.	PUNCT
american_scientific_journal-6070	84	8	experimental	experimental	ADJ
american_scientific_journal-6070	84	9	results	result	NOUN
american_scientific_journal-6070	84	10	we	we	PRON
american_scientific_journal-6070	84	11	tested	test	VERB
american_scientific_journal-6070	84	12	123	123	NUM
american_scientific_journal-6070	84	13	mri	mri	NOUN
american_scientific_journal-6070	84	14	t2w	t2w	ADP
american_scientific_journal-6070	84	15	images	image	NOUN
american_scientific_journal-6070	84	16	of	of	ADP
american_scientific_journal-6070	84	17	13	13	NUM
american_scientific_journal-6070	84	18	patients	patient	NOUN
american_scientific_journal-6070	84	19	and	and	CCONJ
american_scientific_journal-6070	84	20	segmented	segment	VERB
american_scientific_journal-6070	84	21	uterine	uterine	ADJ
american_scientific_journal-6070	84	22	fibroids	fibroid	NOUN
american_scientific_journal-6070	84	23	of	of	ADP
american_scientific_journal-6070	84	24	different	different	ADJ
american_scientific_journal-6070	84	25	shapes	shape	NOUN
american_scientific_journal-6070	84	26	.	.	PUNCT
american_scientific_journal-6070	85	1	figure	figure	VERB
american_scientific_journal-6070	85	2	5	5	NUM
american_scientific_journal-6070	85	3	american	american	ADJ
american_scientific_journal-6070	85	4	scientific	scientific	ADJ
american_scientific_journal-6070	85	5	research	research	NOUN
american_scientific_journal-6070	85	6	journal	journal	NOUN
american_scientific_journal-6070	85	7	for	for	ADP
american_scientific_journal-6070	85	8	engineering	engineering	NOUN
american_scientific_journal-6070	85	9	,	,	PUNCT
american_scientific_journal-6070	85	10	technology	technology	NOUN
american_scientific_journal-6070	85	11	,	,	PUNCT
american_scientific_journal-6070	85	12	and	and	CCONJ
american_scientific_journal-6070	85	13	sciences	science	NOUN
american_scientific_journal-6070	85	14	(	(	PUNCT
american_scientific_journal-6070	85	15	asrjets	asrjet	NOUN
american_scientific_journal-6070	85	16	)	)	PUNCT
american_scientific_journal-6070	85	17	(	(	PUNCT
american_scientific_journal-6070	85	18	2020	2020	NUM
american_scientific_journal-6070	85	19	)	)	PUNCT
american_scientific_journal-6070	85	20	volume	volume	NOUN
american_scientific_journal-6070	85	21	71	71	NUM
american_scientific_journal-6070	85	22	,	,	PUNCT
american_scientific_journal-6070	85	23	no	no	DET
american_scientific_journal-6070	85	24	1	1	NUM
american_scientific_journal-6070	85	25	,	,	PUNCT
american_scientific_journal-6070	85	26	pp	pp	ADV
american_scientific_journal-6070	85	27	1	1	NUM
american_scientific_journal-6070	85	28	-	-	SYM
american_scientific_journal-6070	85	29	10	10	NUM
american_scientific_journal-6070	85	30	7	7	NUM
american_scientific_journal-6070	85	31	shows	show	VERB
american_scientific_journal-6070	85	32	the	the	DET
american_scientific_journal-6070	85	33	results	result	NOUN
american_scientific_journal-6070	85	34	of	of	ADP
american_scientific_journal-6070	85	35	ar	ar	NOUN
american_scientific_journal-6070	85	36	-	-	NOUN
american_scientific_journal-6070	85	37	unet	unet	NOUN
american_scientific_journal-6070	85	38	designed	design	VERB
american_scientific_journal-6070	85	39	to	to	PART
american_scientific_journal-6070	85	40	segment	segment	VERB
american_scientific_journal-6070	85	41	uterine	uterine	ADJ
american_scientific_journal-6070	85	42	fibroids	fibroid	NOUN
american_scientific_journal-6070	85	43	of	of	ADP
american_scientific_journal-6070	85	44	different	different	ADJ
american_scientific_journal-6070	85	45	shapes	shape	NOUN
american_scientific_journal-6070	85	46	,	,	PUNCT
american_scientific_journal-6070	85	47	as	as	ADV
american_scientific_journal-6070	85	48	well	well	ADV
american_scientific_journal-6070	85	49	as	as	ADP
american_scientific_journal-6070	85	50	resnet101unet	resnet101unet	NOUN
american_scientific_journal-6070	85	51	and	and	CCONJ
american_scientific_journal-6070	85	52	attention	attention	NOUN
american_scientific_journal-6070	85	53	.	.	PUNCT
american_scientific_journal-6070	86	1	-results	-result	NOUN
american_scientific_journal-6070	86	2	of	of	ADP
american_scientific_journal-6070	86	3	subjective	subjective	ADJ
american_scientific_journal-6070	86	4	comparison	comparison	NOUN
american_scientific_journal-6070	86	5	by	by	ADP
american_scientific_journal-6070	86	6	unet	unet	NOUN
american_scientific_journal-6070	86	7	.	.	PUNCT
american_scientific_journal-6070	87	1	from	from	ADP
american_scientific_journal-6070	87	2	left	left	ADJ
american_scientific_journal-6070	87	3	to	to	ADP
american_scientific_journal-6070	87	4	right	right	NOUN
american_scientific_journal-6070	87	5	,	,	PUNCT
american_scientific_journal-6070	87	6	each	each	DET
american_scientific_journal-6070	87	7	column	column	NOUN
american_scientific_journal-6070	87	8	is	be	AUX
american_scientific_journal-6070	87	9	the	the	DET
american_scientific_journal-6070	87	10	original	original	ADJ
american_scientific_journal-6070	87	11	image	image	NOUN
american_scientific_journal-6070	87	12	,	,	PUNCT
american_scientific_journal-6070	87	13	true	true	ADJ
american_scientific_journal-6070	87	14	label	label	NOUN
american_scientific_journal-6070	87	15	,	,	PUNCT
american_scientific_journal-6070	87	16	attention	attention	NOUN
american_scientific_journal-6070	87	17	-	-	PUNCT
american_scientific_journal-6070	87	18	unet	unet	NOUN
american_scientific_journal-6070	87	19	segmentation	segmentation	NOUN
american_scientific_journal-6070	87	20	result	result	NOUN
american_scientific_journal-6070	87	21	,	,	PUNCT
american_scientific_journal-6070	87	22	resnet101	resnet101	NOUN
american_scientific_journal-6070	87	23	-	-	PUNCT
american_scientific_journal-6070	87	24	unet	unet	NOUN
american_scientific_journal-6070	87	25	segmentation	segmentation	NOUN
american_scientific_journal-6070	87	26	result	result	NOUN
american_scientific_journal-6070	87	27	,	,	PUNCT
american_scientific_journal-6070	87	28	ar	ar	NOUN
american_scientific_journal-6070	87	29	-	-	ADJ
american_scientific_journal-6070	87	30	unet	unet	NOUN
american_scientific_journal-6070	87	31	segmentation	segmentation	NOUN
american_scientific_journal-6070	87	32	result	result	NOUN
american_scientific_journal-6070	87	33	.	.	PUNCT
american_scientific_journal-6070	88	1	compared	compare	VERB
american_scientific_journal-6070	88	2	with	with	ADP
american_scientific_journal-6070	88	3	other	other	ADJ
american_scientific_journal-6070	88	4	methods	method	NOUN
american_scientific_journal-6070	88	5	,	,	PUNCT
american_scientific_journal-6070	88	6	ar	ar	NOUN
american_scientific_journal-6070	88	7	-	-	NOUN
american_scientific_journal-6070	88	8	unet	unet	NOUN
american_scientific_journal-6070	88	9	has	have	VERB
american_scientific_journal-6070	88	10	more	more	ADV
american_scientific_journal-6070	88	11	accurate	accurate	ADJ
american_scientific_journal-6070	88	12	segmentation	segmentation	NOUN
american_scientific_journal-6070	88	13	of	of	ADP
american_scientific_journal-6070	88	14	uterine	uterine	ADJ
american_scientific_journal-6070	88	15	fibroids	fibroid	NOUN
american_scientific_journal-6070	88	16	contours	contours	PROPN
american_scientific_journal-6070	88	17	,	,	PUNCT
american_scientific_journal-6070	88	18	and	and	CCONJ
american_scientific_journal-6070	88	19	has	have	VERB
american_scientific_journal-6070	88	20	more	more	ADJ
american_scientific_journal-6070	88	21	obvious	obvious	ADJ
american_scientific_journal-6070	88	22	advantages	advantage	NOUN
american_scientific_journal-6070	88	23	in	in	ADP
american_scientific_journal-6070	88	24	image	image	NOUN
american_scientific_journal-6070	88	25	processing	processing	NOUN
american_scientific_journal-6070	88	26	of	of	ADP
american_scientific_journal-6070	88	27	uterine	uterine	ADJ
american_scientific_journal-6070	88	28	fibroids	fibroid	NOUN
american_scientific_journal-6070	88	29	with	with	ADP
american_scientific_journal-6070	88	30	more	more	ADJ
american_scientific_journal-6070	88	31	shadow	shadow	NOUN
american_scientific_journal-6070	88	32	noise	noise	NOUN
american_scientific_journal-6070	88	33	and	and	CCONJ
american_scientific_journal-6070	88	34	more	more	ADV
american_scientific_journal-6070	88	35	accurate	accurate	ADJ
american_scientific_journal-6070	88	36	segmentation	segmentation	NOUN
american_scientific_journal-6070	88	37	.	.	PUNCT
american_scientific_journal-6070	89	1	for	for	ADP
american_scientific_journal-6070	89	2	irregularly	irregularly	ADV
american_scientific_journal-6070	89	3	shaped	shape	VERB
american_scientific_journal-6070	89	4	uterine	uterine	ADJ
american_scientific_journal-6070	89	5	fibroids	fibroid	NOUN
american_scientific_journal-6070	89	6	,	,	PUNCT
american_scientific_journal-6070	89	7	the	the	DET
american_scientific_journal-6070	89	8	details	detail	NOUN
american_scientific_journal-6070	89	9	are	be	AUX
american_scientific_journal-6070	89	10	more	more	ADV
american_scientific_journal-6070	89	11	accurately	accurately	ADV
american_scientific_journal-6070	89	12	segmented	segment	VERB
american_scientific_journal-6070	89	13	.	.	PUNCT
american_scientific_journal-6070	90	1	for	for	ADP
american_scientific_journal-6070	90	2	small	small	ADJ
american_scientific_journal-6070	90	3	uterine	uterine	ADJ
american_scientific_journal-6070	90	4	fibroids	fibroid	NOUN
american_scientific_journal-6070	90	5	,	,	PUNCT
american_scientific_journal-6070	90	6	the	the	DET
american_scientific_journal-6070	90	7	effect	effect	NOUN
american_scientific_journal-6070	90	8	of	of	ADP
american_scientific_journal-6070	90	9	segmentation	segmentation	NOUN
american_scientific_journal-6070	90	10	is	be	AUX
american_scientific_journal-6070	90	11	also	also	ADV
american_scientific_journal-6070	90	12	ideal	ideal	ADJ
american_scientific_journal-6070	90	13	.	.	PUNCT
american_scientific_journal-6070	91	1	original	original	ADJ
american_scientific_journal-6070	91	2	image	image	NOUN
american_scientific_journal-6070	91	3	true	true	ADJ
american_scientific_journal-6070	91	4	label	label	NOUN
american_scientific_journal-6070	91	5	attention	attention	NOUN
american_scientific_journal-6070	91	6	-	-	PUNCT
american_scientific_journal-6070	91	7	unet	unet	NOUN
american_scientific_journal-6070	91	8	resnet101	resnet101	NOUN
american_scientific_journal-6070	91	9	-	-	PUNCT
american_scientific_journal-6070	91	10	unet	unet	NOUN
american_scientific_journal-6070	91	11	ar	ar	NOUN
american_scientific_journal-6070	91	12	-	-	NOUN
american_scientific_journal-6070	91	13	unet	unet	NOUN
american_scientific_journal-6070	91	14	figure	figure	NOUN
american_scientific_journal-6070	91	15	5	5	NUM
american_scientific_journal-6070	91	16	:	:	PUNCT
american_scientific_journal-6070	91	17	subjective	subjective	ADJ
american_scientific_journal-6070	91	18	comparison	comparison	NOUN
american_scientific_journal-6070	91	19	of	of	ADP
american_scientific_journal-6070	91	20	ar	ar	NOUN
american_scientific_journal-6070	91	21	-	-	NOUN
american_scientific_journal-6070	91	22	unet	unet	NOUN
american_scientific_journal-6070	91	23	and	and	CCONJ
american_scientific_journal-6070	91	24	resnet101	resnet101	PROPN
american_scientific_journal-6070	91	25	-	-	PUNCT
american_scientific_journal-6070	91	26	unet	unet	NOUN
american_scientific_journal-6070	91	27	,	,	PUNCT
american_scientific_journal-6070	91	28	attention	attention	NOUN
american_scientific_journal-6070	91	29	-	-	PUNCT
american_scientific_journal-6070	91	30	unet	unet	NOUN
american_scientific_journal-6070	91	31	segmentation	segmentation	NOUN
american_scientific_journal-6070	91	32	results	result	NOUN
american_scientific_journal-6070	91	33	.	.	PUNCT
american_scientific_journal-6070	92	1	table	table	NOUN
american_scientific_journal-6070	92	2	1	1	NUM
american_scientific_journal-6070	92	3	is	be	AUX
american_scientific_journal-6070	92	4	ar	ar	NOUN
american_scientific_journal-6070	92	5	-	-	NOUN
american_scientific_journal-6070	92	6	unet	unet	NOUN
american_scientific_journal-6070	92	7	's	's	PART
american_scientific_journal-6070	92	8	evaluation	evaluation	NOUN
american_scientific_journal-6070	92	9	of	of	ADP
american_scientific_journal-6070	92	10	the	the	DET
american_scientific_journal-6070	92	11	segmentation	segmentation	NOUN
american_scientific_journal-6070	92	12	results	result	NOUN
american_scientific_journal-6070	92	13	of	of	ADP
american_scientific_journal-6070	92	14	each	each	DET
american_scientific_journal-6070	92	15	patient	patient	NOUN
american_scientific_journal-6070	92	16	,	,	PUNCT
american_scientific_journal-6070	92	17	using	use	VERB
american_scientific_journal-6070	92	18	dice	dice	NOUN
american_scientific_journal-6070	92	19	,	,	PUNCT
american_scientific_journal-6070	92	20	iou	iou	NOUN
american_scientific_journal-6070	92	21	,	,	PUNCT
american_scientific_journal-6070	92	22	sensitivity	sensitivity	NOUN
american_scientific_journal-6070	92	23	and	and	CCONJ
american_scientific_journal-6070	92	24	specificity	specificity	NOUN
american_scientific_journal-6070	92	25	as	as	ADP
american_scientific_journal-6070	92	26	evaluation	evaluation	NOUN
american_scientific_journal-6070	92	27	indicators	indicator	NOUN
american_scientific_journal-6070	92	28	.	.	PUNCT
american_scientific_journal-6070	93	1	it	it	PRON
american_scientific_journal-6070	93	2	can	can	AUX
american_scientific_journal-6070	93	3	be	be	AUX
american_scientific_journal-6070	93	4	seen	see	VERB
american_scientific_journal-6070	93	5	from	from	ADP
american_scientific_journal-6070	93	6	the	the	DET
american_scientific_journal-6070	93	7	table	table	NOUN
american_scientific_journal-6070	93	8	that	that	SCONJ
american_scientific_journal-6070	93	9	the	the	DET
american_scientific_journal-6070	93	10	values	value	NOUN
american_scientific_journal-6070	93	11	of	of	ADP
american_scientific_journal-6070	93	12	dice	dice	NOUN
american_scientific_journal-6070	93	13	and	and	CCONJ
american_scientific_journal-6070	93	14	iou	iou	PROPN
american_scientific_journal-6070	93	15	show	show	VERB
american_scientific_journal-6070	93	16	high	high	ADJ
american_scientific_journal-6070	93	17	american	american	ADJ
american_scientific_journal-6070	93	18	scientific	scientific	ADJ
american_scientific_journal-6070	93	19	research	research	NOUN
american_scientific_journal-6070	93	20	journal	journal	NOUN
american_scientific_journal-6070	93	21	for	for	ADP
american_scientific_journal-6070	93	22	engineering	engineering	NOUN
american_scientific_journal-6070	93	23	,	,	PUNCT
american_scientific_journal-6070	93	24	technology	technology	NOUN
american_scientific_journal-6070	93	25	,	,	PUNCT
american_scientific_journal-6070	93	26	and	and	CCONJ
american_scientific_journal-6070	93	27	sciences	science	NOUN
american_scientific_journal-6070	93	28	(	(	PUNCT
american_scientific_journal-6070	93	29	asrjets	asrjet	NOUN
american_scientific_journal-6070	93	30	)	)	PUNCT
american_scientific_journal-6070	93	31	(	(	PUNCT
american_scientific_journal-6070	93	32	2020	2020	NUM
american_scientific_journal-6070	93	33	)	)	PUNCT
american_scientific_journal-6070	93	34	volume	volume	NOUN
american_scientific_journal-6070	93	35	71	71	NUM
american_scientific_journal-6070	93	36	,	,	PUNCT
american_scientific_journal-6070	93	37	no	no	DET
american_scientific_journal-6070	93	38	1	1	NUM
american_scientific_journal-6070	93	39	,	,	PUNCT
american_scientific_journal-6070	93	40	pp	pp	ADV
american_scientific_journal-6070	93	41	1	1	NUM
american_scientific_journal-6070	93	42	-	-	SYM
american_scientific_journal-6070	93	43	10	10	NUM
american_scientific_journal-6070	93	44	8	8	NUM
american_scientific_journal-6070	93	45	segmentation	segmentation	NOUN
american_scientific_journal-6070	93	46	accuracy	accuracy	NOUN
american_scientific_journal-6070	93	47	.	.	PUNCT
american_scientific_journal-6070	94	1	at	at	ADP
american_scientific_journal-6070	94	2	the	the	DET
american_scientific_journal-6070	94	3	same	same	ADJ
american_scientific_journal-6070	94	4	time	time	NOUN
american_scientific_journal-6070	94	5	,	,	PUNCT
american_scientific_journal-6070	94	6	the	the	DET
american_scientific_journal-6070	94	7	specificity	specificity	NOUN
american_scientific_journal-6070	94	8	value	value	NOUN
american_scientific_journal-6070	94	9	is	be	AUX
american_scientific_journal-6070	94	10	greater	great	ADJ
american_scientific_journal-6070	94	11	than	than	ADP
american_scientific_journal-6070	94	12	sensitivity	sensitivity	NOUN
american_scientific_journal-6070	94	13	,	,	PUNCT
american_scientific_journal-6070	94	14	which	which	PRON
american_scientific_journal-6070	94	15	proves	prove	VERB
american_scientific_journal-6070	94	16	that	that	SCONJ
american_scientific_journal-6070	94	17	the	the	DET
american_scientific_journal-6070	94	18	proposed	propose	VERB
american_scientific_journal-6070	94	19	network	network	NOUN
american_scientific_journal-6070	94	20	can	can	AUX
american_scientific_journal-6070	94	21	correctly	correctly	ADV
american_scientific_journal-6070	94	22	detect	detect	VERB
american_scientific_journal-6070	94	23	the	the	DET
american_scientific_journal-6070	94	24	uterine	uterine	ADJ
american_scientific_journal-6070	94	25	fibroids	fibroid	NOUN
american_scientific_journal-6070	94	26	area	area	NOUN
american_scientific_journal-6070	94	27	.	.	PUNCT
american_scientific_journal-6070	95	1	table	table	NOUN
american_scientific_journal-6070	95	2	1	1	NUM
american_scientific_journal-6070	95	3	:	:	PUNCT
american_scientific_journal-6070	95	4	comparison	comparison	NOUN
american_scientific_journal-6070	95	5	of	of	ADP
american_scientific_journal-6070	95	6	the	the	DET
american_scientific_journal-6070	95	7	segmentation	segmentation	NOUN
american_scientific_journal-6070	95	8	results	result	NOUN
american_scientific_journal-6070	95	9	of	of	ADP
american_scientific_journal-6070	95	10	ar	ar	NOUN
american_scientific_journal-6070	95	11	-	-	NOUN
american_scientific_journal-6070	95	12	unet	unet	NOUN
american_scientific_journal-6070	95	13	for	for	ADP
american_scientific_journal-6070	95	14	each	each	DET
american_scientific_journal-6070	95	15	patient	patient	ADJ
american_scientific_journal-6070	95	16	dataset	dataset	NOUN
american_scientific_journal-6070	95	17	evaluation	evaluation	NOUN
american_scientific_journal-6070	95	18	index	index	NOUN
american_scientific_journal-6070	95	19	dice(%	dice(%	NOUN
american_scientific_journal-6070	95	20	)	)	PUNCT
american_scientific_journal-6070	95	21	iou(%	iou(%	ADJ
american_scientific_journal-6070	95	22	)	)	PUNCT
american_scientific_journal-6070	95	23	sensitivity(%	sensitivity(%	ADJ
american_scientific_journal-6070	95	24	)	)	PUNCT
american_scientific_journal-6070	95	25	specificity(%	specificity(%	NOUN
american_scientific_journal-6070	95	26	)	)	PUNCT
american_scientific_journal-6070	95	27	1	1	NUM
american_scientific_journal-6070	95	28	91.25	91.25	NUM
american_scientific_journal-6070	95	29	85.67	85.67	NUM
american_scientific_journal-6070	95	30	89.44	89.44	NUM
american_scientific_journal-6070	95	31	96.53	96.53	NUM
american_scientific_journal-6070	95	32	2	2	NUM
american_scientific_journal-6070	95	33	92.43	92.43	NUM
american_scientific_journal-6070	95	34	87.02	87.02	NUM
american_scientific_journal-6070	95	35	92.11	92.11	NUM
american_scientific_journal-6070	95	36	97.26	97.26	NUM
american_scientific_journal-6070	95	37	3	3	NUM
american_scientific_journal-6070	95	38	89.66	89.66	NUM
american_scientific_journal-6070	95	39	82.48	82.48	NUM
american_scientific_journal-6070	95	40	86.37	86.37	NUM
american_scientific_journal-6070	95	41	93.94	93.94	NUM
american_scientific_journal-6070	95	42	4	4	NUM
american_scientific_journal-6070	95	43	94.29	94.29	NUM
american_scientific_journal-6070	95	44	89.18	89.18	NUM
american_scientific_journal-6070	95	45	95.71	95.71	NUM
american_scientific_journal-6070	95	46	96.11	96.11	NUM
american_scientific_journal-6070	95	47	5	5	NUM
american_scientific_journal-6070	95	48	87.54	87.54	NUM
american_scientific_journal-6070	95	49	80.49	80.49	NUM
american_scientific_journal-6070	95	50	85.26	85.26	NUM
american_scientific_journal-6070	95	51	92.69	92.69	NUM
american_scientific_journal-6070	95	52	6	6	NUM
american_scientific_journal-6070	95	53	90.13	90.13	NUM
american_scientific_journal-6070	95	54	82.48	82.48	NUM
american_scientific_journal-6070	95	55	86.92	86.92	NUM
american_scientific_journal-6070	95	56	91.04	91.04	NUM
american_scientific_journal-6070	95	57	7	7	NUM
american_scientific_journal-6070	95	58	90.56	90.56	NUM
american_scientific_journal-6070	95	59	85.13	85.13	NUM
american_scientific_journal-6070	95	60	87.35	87.35	NUM
american_scientific_journal-6070	95	61	95.77	95.77	NUM
american_scientific_journal-6070	95	62	8	8	NUM
american_scientific_journal-6070	95	63	93.58	93.58	NUM
american_scientific_journal-6070	95	64	87.74	87.74	NUM
american_scientific_journal-6070	95	65	90.11	90.11	NUM
american_scientific_journal-6070	95	66	95.02	95.02	NUM
american_scientific_journal-6070	95	67	9	9	NUM
american_scientific_journal-6070	95	68	85.78	85.78	NUM
american_scientific_journal-6070	95	69	80.51	80.51	NUM
american_scientific_journal-6070	95	70	85.42	85.42	NUM
american_scientific_journal-6070	95	71	89.93	89.93	NUM
american_scientific_journal-6070	95	72	10	10	NUM
american_scientific_journal-6070	95	73	91.34	91.34	NUM
american_scientific_journal-6070	95	74	84.13	84.13	NUM
american_scientific_journal-6070	95	75	89.28	89.28	NUM
american_scientific_journal-6070	95	76	95.57	95.57	NUM
american_scientific_journal-6070	95	77	11	11	NUM
american_scientific_journal-6070	95	78	88.59	88.59	NUM
american_scientific_journal-6070	95	79	82.37	82.37	NUM
american_scientific_journal-6070	95	80	89.63	89.63	NUM
american_scientific_journal-6070	95	81	94.15	94.15	NUM
american_scientific_journal-6070	95	82	12	12	NUM
american_scientific_journal-6070	95	83	90.51	90.51	NUM
american_scientific_journal-6070	95	84	84.96	84.96	NUM
american_scientific_journal-6070	95	85	86.48	86.48	NUM
american_scientific_journal-6070	95	86	95.73	95.73	NUM
american_scientific_journal-6070	95	87	13	13	NUM
american_scientific_journal-6070	95	88	90.01	90.01	NUM
american_scientific_journal-6070	95	89	85.47	85.47	NUM
american_scientific_journal-6070	95	90	87.13	87.13	NUM
american_scientific_journal-6070	95	91	95.54	95.54	NUM
american_scientific_journal-6070	95	92	average	average	ADJ
american_scientific_journal-6070	95	93	90.44	90.44	NUM
american_scientific_journal-6070	95	94	84.43	84.43	NUM
american_scientific_journal-6070	95	95	88.55	88.55	NUM
american_scientific_journal-6070	95	96	94.56	94.56	NUM
american_scientific_journal-6070	95	97	table	table	NOUN
american_scientific_journal-6070	95	98	2	2	NUM
american_scientific_journal-6070	95	99	is	be	AUX
american_scientific_journal-6070	95	100	the	the	DET
american_scientific_journal-6070	95	101	comparison	comparison	NOUN
american_scientific_journal-6070	95	102	results	result	NOUN
american_scientific_journal-6070	95	103	of	of	ADP
american_scientific_journal-6070	95	104	resnet101	resnet101	NOUN
american_scientific_journal-6070	95	105	-	-	PUNCT
american_scientific_journal-6070	95	106	unet	unet	NOUN
american_scientific_journal-6070	95	107	,	,	PUNCT
american_scientific_journal-6070	95	108	attention	attention	NOUN
american_scientific_journal-6070	95	109	-	-	PUNCT
american_scientific_journal-6070	95	110	unet	unet	NOUN
american_scientific_journal-6070	95	111	and	and	CCONJ
american_scientific_journal-6070	95	112	ar	ar	NOUN
american_scientific_journal-6070	95	113	-	-	ADJ
american_scientific_journal-6070	95	114	unet	unet	NOUN
american_scientific_journal-6070	95	115	segmentation	segmentation	NOUN
american_scientific_journal-6070	95	116	results	result	NOUN
american_scientific_journal-6070	95	117	in	in	ADP
american_scientific_journal-6070	95	118	dice	dice	NOUN
american_scientific_journal-6070	95	119	,	,	PUNCT
american_scientific_journal-6070	95	120	iou	iou	NOUN
american_scientific_journal-6070	95	121	,	,	PUNCT
american_scientific_journal-6070	95	122	sensitivity	sensitivity	NOUN
american_scientific_journal-6070	95	123	and	and	CCONJ
american_scientific_journal-6070	95	124	specificity	specificity	NOUN
american_scientific_journal-6070	95	125	indicators	indicator	NOUN
american_scientific_journal-6070	95	126	respectively	respectively	ADV
american_scientific_journal-6070	95	127	.	.	PUNCT
american_scientific_journal-6070	96	1	it	it	PRON
american_scientific_journal-6070	96	2	can	can	AUX
american_scientific_journal-6070	96	3	be	be	AUX
american_scientific_journal-6070	96	4	seen	see	VERB
american_scientific_journal-6070	96	5	that	that	SCONJ
american_scientific_journal-6070	96	6	ar	ar	NOUN
american_scientific_journal-6070	96	7	-	-	NOUN
american_scientific_journal-6070	96	8	unet	unet	NOUN
american_scientific_journal-6070	96	9	is	be	AUX
american_scientific_journal-6070	96	10	superior	superior	ADJ
american_scientific_journal-6070	96	11	to	to	ADP
american_scientific_journal-6070	96	12	resnet101	resnet101	NOUN
american_scientific_journal-6070	96	13	-	-	PUNCT
american_scientific_journal-6070	96	14	unet	unet	NOUN
american_scientific_journal-6070	96	15	and	and	CCONJ
american_scientific_journal-6070	96	16	attention	attention	NOUN
american_scientific_journal-6070	96	17	-	-	PUNCT
american_scientific_journal-6070	96	18	unet	unet	NOUN
american_scientific_journal-6070	96	19	in	in	ADP
american_scientific_journal-6070	96	20	all	all	DET
american_scientific_journal-6070	96	21	aspects	aspect	NOUN
american_scientific_journal-6070	96	22	.	.	PUNCT
american_scientific_journal-6070	97	1	table	table	NOUN
american_scientific_journal-6070	97	2	2	2	NUM
american_scientific_journal-6070	97	3	:	:	PUNCT
american_scientific_journal-6070	97	4	resnet101	resnet101	NOUN
american_scientific_journal-6070	97	5	-	-	PUNCT
american_scientific_journal-6070	97	6	unet	unet	NOUN
american_scientific_journal-6070	97	7	,	,	PUNCT
american_scientific_journal-6070	97	8	attention	attention	NOUN
american_scientific_journal-6070	97	9	unet	unet	NOUN
american_scientific_journal-6070	97	10	and	and	CCONJ
american_scientific_journal-6070	97	11	ar	ar	NOUN
american_scientific_journal-6070	97	12	-	-	ADJ
american_scientific_journal-6070	97	13	unet	unet	NOUN
american_scientific_journal-6070	97	14	network	network	NOUN
american_scientific_journal-6070	97	15	comparison	comparison	NOUN
american_scientific_journal-6070	97	16	evaluation	evaluation	NOUN
american_scientific_journal-6070	97	17	index	index	NOUN
american_scientific_journal-6070	97	18	network	network	NOUN
american_scientific_journal-6070	97	19	attention	attention	NOUN
american_scientific_journal-6070	97	20	unet	unet	NOUN
american_scientific_journal-6070	97	21	resnet101	resnet101	NOUN
american_scientific_journal-6070	97	22	-	-	PUNCT
american_scientific_journal-6070	97	23	unet	unet	NOUN
american_scientific_journal-6070	97	24	ar	ar	NOUN
american_scientific_journal-6070	97	25	-	-	NOUN
american_scientific_journal-6070	97	26	unet	unet	NOUN
american_scientific_journal-6070	97	27	dice(%	dice(%	NOUN
american_scientific_journal-6070	97	28	)	)	PUNCT
american_scientific_journal-6070	97	29	67.49	67.49	NUM
american_scientific_journal-6070	97	30	86.45	86.45	NUM
american_scientific_journal-6070	97	31	90.44	90.44	NUM
american_scientific_journal-6070	97	32	iou(%	iou(%	NOUN
american_scientific_journal-6070	97	33	)	)	PUNCT
american_scientific_journal-6070	97	34	60.86	60.86	NUM
american_scientific_journal-6070	97	35	80.34	80.34	NUM
american_scientific_journal-6070	97	36	84.43	84.43	NUM
american_scientific_journal-6070	97	37	sensitivity(%	sensitivity(%	ADJ
american_scientific_journal-6070	97	38	)	)	PUNCT
american_scientific_journal-6070	97	39	65.38	65.38	NUM
american_scientific_journal-6070	97	40	83.57	83.57	NUM
american_scientific_journal-6070	97	41	88.55	88.55	NUM
american_scientific_journal-6070	97	42	specificity(%	specificity(%	NOUN
american_scientific_journal-6070	97	43	)	)	PUNCT
american_scientific_journal-6070	97	44	72.63	72.63	NUM
american_scientific_journal-6070	97	45	90.33	90.33	NUM
american_scientific_journal-6070	97	46	94.56	94.56	NUM
american_scientific_journal-6070	97	47	5	5	NUM
american_scientific_journal-6070	97	48	.	.	PUNCT
american_scientific_journal-6070	97	49	system	system	NOUN
american_scientific_journal-6070	97	50	we	we	PRON
american_scientific_journal-6070	97	51	encapsulated	encapsulate	VERB
american_scientific_journal-6070	97	52	the	the	DET
american_scientific_journal-6070	97	53	ar	ar	NOUN
american_scientific_journal-6070	97	54	-	-	PUNCT
american_scientific_journal-6070	97	55	unet	unet	NOUN
american_scientific_journal-6070	97	56	network	network	NOUN
american_scientific_journal-6070	97	57	into	into	ADP
american_scientific_journal-6070	97	58	a	a	DET
american_scientific_journal-6070	97	59	system	system	NOUN
american_scientific_journal-6070	97	60	and	and	CCONJ
american_scientific_journal-6070	97	61	made	make	VERB
american_scientific_journal-6070	97	62	the	the	DET
american_scientific_journal-6070	97	63	interface	interface	NOUN
american_scientific_journal-6070	97	64	of	of	ADP
american_scientific_journal-6070	97	65	the	the	DET
american_scientific_journal-6070	97	66	auxiliary	auxiliary	ADJ
american_scientific_journal-6070	97	67	segmentation	segmentation	NOUN
american_scientific_journal-6070	97	68	system	system	NOUN
american_scientific_journal-6070	97	69	shown	show	VERB
american_scientific_journal-6070	97	70	in	in	ADP
american_scientific_journal-6070	97	71	figure	figure	NOUN
american_scientific_journal-6070	97	72	6	6	NUM
american_scientific_journal-6070	97	73	to	to	PART
american_scientific_journal-6070	97	74	assist	assist	VERB
american_scientific_journal-6070	97	75	the	the	DET
american_scientific_journal-6070	97	76	doctor	doctor	NOUN
american_scientific_journal-6070	97	77	to	to	PART
american_scientific_journal-6070	97	78	make	make	VERB
american_scientific_journal-6070	97	79	a	a	DET
american_scientific_journal-6070	97	80	judgment	judgment	NOUN
american_scientific_journal-6070	97	81	.	.	PUNCT
american_scientific_journal-6070	98	1	the	the	DET
american_scientific_journal-6070	98	2	model	model	NOUN
american_scientific_journal-6070	98	3	button	button	NOUN
american_scientific_journal-6070	98	4	is	be	AUX
american_scientific_journal-6070	98	5	to	to	PART
american_scientific_journal-6070	98	6	select	select	VERB
american_scientific_journal-6070	98	7	different	different	ADJ
american_scientific_journal-6070	98	8	pretrained	pretraine	VERB
american_scientific_journal-6070	98	9	models	model	NOUN
american_scientific_journal-6070	98	10	for	for	ADP
american_scientific_journal-6070	98	11	different	different	ADJ
american_scientific_journal-6070	98	12	lesion	lesion	NOUN
american_scientific_journal-6070	98	13	images	image	NOUN
american_scientific_journal-6070	98	14	.	.	PUNCT
american_scientific_journal-6070	99	1	for	for	ADP
american_scientific_journal-6070	99	2	mri	mri	NOUN
american_scientific_journal-6070	99	3	t2	t2	PROPN
american_scientific_journal-6070	99	4	weighted	weight	VERB
american_scientific_journal-6070	99	5	images	image	NOUN
american_scientific_journal-6070	99	6	of	of	ADP
american_scientific_journal-6070	99	7	uterine	uterine	ADJ
american_scientific_journal-6070	99	8	fibroids	fibroid	NOUN
american_scientific_journal-6070	99	9	,	,	PUNCT
american_scientific_journal-6070	99	10	we	we	PRON
american_scientific_journal-6070	99	11	use	use	VERB
american_scientific_journal-6070	99	12	the	the	DET
american_scientific_journal-6070	99	13	aramerican	aramerican	ADJ
american_scientific_journal-6070	99	14	scientific	scientific	ADJ
american_scientific_journal-6070	99	15	research	research	NOUN
american_scientific_journal-6070	99	16	journal	journal	NOUN
american_scientific_journal-6070	99	17	for	for	ADP
american_scientific_journal-6070	99	18	engineering	engineering	NOUN
american_scientific_journal-6070	99	19	,	,	PUNCT
american_scientific_journal-6070	99	20	technology	technology	NOUN
american_scientific_journal-6070	99	21	,	,	PUNCT
american_scientific_journal-6070	99	22	and	and	CCONJ
american_scientific_journal-6070	99	23	sciences	science	NOUN
american_scientific_journal-6070	99	24	(	(	PUNCT
american_scientific_journal-6070	99	25	asrjets	asrjet	NOUN
american_scientific_journal-6070	99	26	)	)	PUNCT
american_scientific_journal-6070	99	27	(	(	PUNCT
american_scientific_journal-6070	99	28	2020	2020	NUM
american_scientific_journal-6070	99	29	)	)	PUNCT
american_scientific_journal-6070	99	30	volume	volume	NOUN
american_scientific_journal-6070	99	31	71	71	NUM
american_scientific_journal-6070	99	32	,	,	PUNCT
american_scientific_journal-6070	99	33	no	no	DET
american_scientific_journal-6070	99	34	1	1	NUM
american_scientific_journal-6070	99	35	,	,	PUNCT
american_scientific_journal-6070	99	36	pp	pp	ADV
american_scientific_journal-6070	99	37	1	1	NUM
american_scientific_journal-6070	99	38	-	-	SYM
american_scientific_journal-6070	99	39	10	10	NUM
american_scientific_journal-6070	99	40	9	9	NUM
american_scientific_journal-6070	99	41	unet	unet	NOUN
american_scientific_journal-6070	99	42	network	network	NOUN
american_scientific_journal-6070	99	43	model	model	NOUN
american_scientific_journal-6070	99	44	for	for	ADP
american_scientific_journal-6070	99	45	segmentation	segmentation	NOUN
american_scientific_journal-6070	99	46	.	.	PUNCT
american_scientific_journal-6070	100	1	for	for	ADP
american_scientific_journal-6070	100	2	the	the	DET
american_scientific_journal-6070	100	3	convenience	convenience	NOUN
american_scientific_journal-6070	100	4	of	of	ADP
american_scientific_journal-6070	100	5	the	the	DET
american_scientific_journal-6070	100	6	doctor	doctor	NOUN
american_scientific_journal-6070	100	7	,	,	PUNCT
american_scientific_journal-6070	100	8	the	the	DET
american_scientific_journal-6070	100	9	color	color	NOUN
american_scientific_journal-6070	100	10	correction	correction	NOUN
american_scientific_journal-6070	100	11	button	button	NOUN
american_scientific_journal-6070	100	12	can	can	AUX
american_scientific_journal-6070	100	13	be	be	AUX
american_scientific_journal-6070	100	14	selected	select	VERB
american_scientific_journal-6070	100	15	for	for	ADP
american_scientific_journal-6070	100	16	the	the	DET
american_scientific_journal-6070	100	17	correction	correction	NOUN
american_scientific_journal-6070	100	18	result	result	VERB
american_scientific_journal-6070	100	19	,	,	PUNCT
american_scientific_journal-6070	100	20	so	so	SCONJ
american_scientific_journal-6070	100	21	that	that	SCONJ
american_scientific_journal-6070	100	22	the	the	DET
american_scientific_journal-6070	100	23	segmentation	segmentation	NOUN
american_scientific_journal-6070	100	24	result	result	NOUN
american_scientific_journal-6070	100	25	is	be	AUX
american_scientific_journal-6070	100	26	displayed	display	VERB
american_scientific_journal-6070	100	27	in	in	ADP
american_scientific_journal-6070	100	28	the	the	DET
american_scientific_journal-6070	100	29	original	original	ADJ
american_scientific_journal-6070	100	30	image	image	NOUN
american_scientific_journal-6070	100	31	,	,	PUNCT
american_scientific_journal-6070	100	32	where	where	SCONJ
american_scientific_journal-6070	100	33	the	the	DET
american_scientific_journal-6070	100	34	blue	blue	ADJ
american_scientific_journal-6070	100	35	area	area	NOUN
american_scientific_journal-6070	100	36	is	be	AUX
american_scientific_journal-6070	100	37	the	the	DET
american_scientific_journal-6070	100	38	uterine	uterine	ADJ
american_scientific_journal-6070	100	39	fibroids	fibroid	NOUN
american_scientific_journal-6070	100	40	area	area	NOUN
american_scientific_journal-6070	100	41	.	.	PUNCT
american_scientific_journal-6070	101	1	figure	figure	VERB
american_scientific_journal-6070	101	2	6	6	NUM
american_scientific_journal-6070	101	3	:	:	PUNCT
american_scientific_journal-6070	101	4	auxiliary	auxiliary	ADJ
american_scientific_journal-6070	101	5	segmentation	segmentation	NOUN
american_scientific_journal-6070	101	6	system	system	NOUN
american_scientific_journal-6070	101	7	interface	interface	NOUN
american_scientific_journal-6070	101	8	6	6	NUM
american_scientific_journal-6070	101	9	.	.	PUNCT
american_scientific_journal-6070	102	1	conclusion	conclusion	NOUN
american_scientific_journal-6070	102	2	the	the	DET
american_scientific_journal-6070	102	3	ar	ar	NOUN
american_scientific_journal-6070	102	4	-	-	ADJ
american_scientific_journal-6070	102	5	unet	unet	NOUN
american_scientific_journal-6070	102	6	structure	structure	NOUN
american_scientific_journal-6070	102	7	designed	design	VERB
american_scientific_journal-6070	102	8	in	in	ADP
american_scientific_journal-6070	102	9	this	this	DET
american_scientific_journal-6070	102	10	paper	paper	NOUN
american_scientific_journal-6070	102	11	has	have	VERB
american_scientific_journal-6070	102	12	a	a	DET
american_scientific_journal-6070	102	13	dice	dice	NOUN
american_scientific_journal-6070	102	14	value	value	NOUN
american_scientific_journal-6070	102	15	of	of	ADP
american_scientific_journal-6070	102	16	0.9044	0.9044	NUM
american_scientific_journal-6070	102	17	and	and	CCONJ
american_scientific_journal-6070	102	18	an	an	DET
american_scientific_journal-6070	102	19	iou	iou	NOUN
american_scientific_journal-6070	102	20	value	value	NOUN
american_scientific_journal-6070	102	21	of	of	ADP
american_scientific_journal-6070	102	22	0.8443	0.8443	NUM
american_scientific_journal-6070	102	23	on	on	ADP
american_scientific_journal-6070	102	24	the	the	DET
american_scientific_journal-6070	102	25	test	test	NOUN
american_scientific_journal-6070	102	26	data	datum	NOUN
american_scientific_journal-6070	102	27	set	set	VERB
american_scientific_journal-6070	102	28	.	.	PUNCT
american_scientific_journal-6070	103	1	compared	compare	VERB
american_scientific_journal-6070	103	2	with	with	ADP
american_scientific_journal-6070	103	3	resnet101	resnet101	NOUN
american_scientific_journal-6070	103	4	-	-	PUNCT
american_scientific_journal-6070	103	5	unet	unet	NOUN
american_scientific_journal-6070	103	6	and	and	CCONJ
american_scientific_journal-6070	103	7	attention	attention	NOUN
american_scientific_journal-6070	103	8	-	-	PUNCT
american_scientific_journal-6070	103	9	unet	unet	NOUN
american_scientific_journal-6070	103	10	networks	network	NOUN
american_scientific_journal-6070	103	11	,	,	PUNCT
american_scientific_journal-6070	103	12	it	it	PRON
american_scientific_journal-6070	103	13	has	have	VERB
american_scientific_journal-6070	103	14	the	the	DET
american_scientific_journal-6070	103	15	highest	high	ADJ
american_scientific_journal-6070	103	16	accuracy	accuracy	NOUN
american_scientific_journal-6070	103	17	and	and	CCONJ
american_scientific_journal-6070	103	18	the	the	DET
american_scientific_journal-6070	103	19	most	most	ADV
american_scientific_journal-6070	103	20	reliable	reliable	ADJ
american_scientific_journal-6070	103	21	performance	performance	NOUN
american_scientific_journal-6070	103	22	.	.	PUNCT
american_scientific_journal-6070	104	1	experimental	experimental	ADJ
american_scientific_journal-6070	104	2	results	result	NOUN
american_scientific_journal-6070	104	3	show	show	VERB
american_scientific_journal-6070	104	4	that	that	SCONJ
american_scientific_journal-6070	104	5	the	the	DET
american_scientific_journal-6070	104	6	use	use	NOUN
american_scientific_journal-6070	104	7	of	of	ADP
american_scientific_journal-6070	104	8	deep	deep	ADJ
american_scientific_journal-6070	104	9	-	-	PUNCT
american_scientific_journal-6070	104	10	level	level	NOUN
american_scientific_journal-6070	104	11	networks	network	NOUN
american_scientific_journal-6070	104	12	for	for	ADP
american_scientific_journal-6070	104	13	feature	feature	NOUN
american_scientific_journal-6070	104	14	extraction	extraction	NOUN
american_scientific_journal-6070	104	15	,	,	PUNCT
american_scientific_journal-6070	104	16	combined	combine	VERB
american_scientific_journal-6070	104	17	with	with	ADP
american_scientific_journal-6070	104	18	attention	attention	NOUN
american_scientific_journal-6070	104	19	mechanisms	mechanism	NOUN
american_scientific_journal-6070	104	20	,	,	PUNCT
american_scientific_journal-6070	104	21	has	have	AUX
american_scientific_journal-6070	104	22	played	play	VERB
american_scientific_journal-6070	104	23	a	a	DET
american_scientific_journal-6070	104	24	substantial	substantial	ADJ
american_scientific_journal-6070	104	25	role	role	NOUN
american_scientific_journal-6070	104	26	in	in	ADP
american_scientific_journal-6070	104	27	improving	improve	VERB
american_scientific_journal-6070	104	28	the	the	DET
american_scientific_journal-6070	104	29	network	network	NOUN
american_scientific_journal-6070	104	30	.	.	PUNCT
american_scientific_journal-6070	105	1	therefore	therefore	ADV
american_scientific_journal-6070	105	2	,	,	PUNCT
american_scientific_journal-6070	105	3	arunet	arunet	NOUN
american_scientific_journal-6070	105	4	can	can	AUX
american_scientific_journal-6070	105	5	help	help	VERB
american_scientific_journal-6070	105	6	doctors	doctor	NOUN
american_scientific_journal-6070	105	7	make	make	VERB
american_scientific_journal-6070	105	8	more	more	ADV
american_scientific_journal-6070	105	9	accurate	accurate	ADJ
american_scientific_journal-6070	105	10	judgments	judgment	NOUN
american_scientific_journal-6070	105	11	,	,	PUNCT
american_scientific_journal-6070	105	12	improve	improve	VERB
american_scientific_journal-6070	105	13	work	work	NOUN
american_scientific_journal-6070	105	14	efficiency	efficiency	NOUN
american_scientific_journal-6070	105	15	and	and	CCONJ
american_scientific_journal-6070	105	16	reduce	reduce	VERB
american_scientific_journal-6070	105	17	misdiagnosis	misdiagnosis	NOUN
american_scientific_journal-6070	105	18	rate	rate	NOUN
american_scientific_journal-6070	105	19	.	.	PUNCT
american_scientific_journal-6070	106	1	references	reference	NOUN
american_scientific_journal-6070	106	2	[	[	X
american_scientific_journal-6070	106	3	1	1	NUM
american_scientific_journal-6070	106	4	]	]	PUNCT
american_scientific_journal-6070	106	5	.	.	PUNCT
american_scientific_journal-6070	107	1	vollenhoven	vollenhoven	PROPN
american_scientific_journal-6070	107	2	,	,	PUNCT
american_scientific_journal-6070	107	3	b.	b.	PROPN
american_scientific_journal-6070	107	4	j	j	PROPN
american_scientific_journal-6070	107	5	,	,	PUNCT
american_scientific_journal-6070	107	6	lawrence	lawrence	PROPN
american_scientific_journal-6070	107	7	,	,	PUNCT
american_scientific_journal-6070	107	8	a.	a.	PROPN
american_scientific_journal-6070	107	9	s	s	PROPN
american_scientific_journal-6070	107	10	,	,	PUNCT
american_scientific_journal-6070	107	11	healy	healy	PROPN
american_scientific_journal-6070	107	12	,	,	PUNCT
american_scientific_journal-6070	107	13	d.	d.	PROPN
american_scientific_journal-6070	107	14	l.	l.	PROPN
american_scientific_journal-6070	107	15	uterine	uterine	PROPN
american_scientific_journal-6070	107	16	fibroids	fibroid	NOUN
american_scientific_journal-6070	107	17	:	:	PUNCT
american_scientific_journal-6070	107	18	a	a	DET
american_scientific_journal-6070	107	19	clinical	clinical	ADJ
american_scientific_journal-6070	107	20	review[j	review[j	NOUN
american_scientific_journal-6070	107	21	]	]	PUNCT
american_scientific_journal-6070	107	22	.	.	PUNCT
american_scientific_journal-6070	108	1	british	british	ADJ
american_scientific_journal-6070	108	2	journal	journal	PROPN
american_scientific_journal-6070	108	3	of	of	ADP
american_scientific_journal-6070	108	4	obstetrics	obstetric	NOUN
american_scientific_journal-6070	108	5	&	&	CCONJ
american_scientific_journal-6070	108	6	gynaecology	gynaecology	NOUN
american_scientific_journal-6070	108	7	,	,	PUNCT
american_scientific_journal-6070	108	8	2010	2010	NUM
american_scientific_journal-6070	108	9	,	,	PUNCT
american_scientific_journal-6070	108	10	97(4):285	97(4):285	NUM
american_scientific_journal-6070	108	11	-	-	PUNCT
american_scientific_journal-6070	108	12	298	298	NUM
american_scientific_journal-6070	108	13	.	.	PUNCT
american_scientific_journal-6070	109	1	[	[	X
american_scientific_journal-6070	109	2	2	2	NUM
american_scientific_journal-6070	109	3	]	]	PUNCT
american_scientific_journal-6070	109	4	.	.	PUNCT
american_scientific_journal-6070	110	1	li	li	PROPN
american_scientific_journal-6070	110	2	s	s	PROPN
american_scientific_journal-6070	110	3	,	,	PUNCT
american_scientific_journal-6070	110	4	chen	chen	PROPN
american_scientific_journal-6070	110	5	b	b	PROPN
american_scientific_journal-6070	110	6	,	,	PUNCT
american_scientific_journal-6070	110	7	sheng	sheng	PROPN
american_scientific_journal-6070	110	8	b	b	PROPN
american_scientific_journal-6070	110	9	,	,	PUNCT
american_scientific_journal-6070	110	10	et	et	PROPN
american_scientific_journal-6070	110	11	al	al	PROPN
american_scientific_journal-6070	110	12	.	.	PUNCT
american_scientific_journal-6070	111	1	the	the	DET
american_scientific_journal-6070	111	2	associations	association	NOUN
american_scientific_journal-6070	111	3	between	between	ADP
american_scientific_journal-6070	111	4	serum	serum	NOUN
american_scientific_journal-6070	111	5	vitamin	vitamin	NOUN
american_scientific_journal-6070	111	6	d	d	NOUN
american_scientific_journal-6070	111	7	,	,	PUNCT
american_scientific_journal-6070	111	8	calcium	calcium	NOUN
american_scientific_journal-6070	111	9	and	and	CCONJ
american_scientific_journal-6070	111	10	uterine	uterine	ADJ
american_scientific_journal-6070	111	11	fibroids	fibroid	NOUN
american_scientific_journal-6070	111	12	in	in	ADP
american_scientific_journal-6070	111	13	chinese	chinese	ADJ
american_scientific_journal-6070	111	14	women	woman	NOUN
american_scientific_journal-6070	111	15	:	:	PUNCT
american_scientific_journal-6070	111	16	a	a	DET
american_scientific_journal-6070	111	17	case	case	NOUN
american_scientific_journal-6070	111	18	-	-	PUNCT
american_scientific_journal-6070	111	19	controlled	control	VERB
american_scientific_journal-6070	111	20	study[j	study[j	NOUN
american_scientific_journal-6070	111	21	]	]	PUNCT
american_scientific_journal-6070	111	22	.	.	PUNCT
american_scientific_journal-6070	112	1	the	the	DET
american_scientific_journal-6070	112	2	journal	journal	NOUN
american_scientific_journal-6070	112	3	of	of	ADP
american_scientific_journal-6070	112	4	international	international	ADJ
american_scientific_journal-6070	112	5	medical	medical	ADJ
american_scientific_journal-6070	112	6	research	research	NOUN
american_scientific_journal-6070	112	7	,	,	PUNCT
american_scientific_journal-6070	112	8	2020	2020	NUM
american_scientific_journal-6070	112	9	,	,	PUNCT
american_scientific_journal-6070	112	10	48(5):030006052092349	48(5):030006052092349	NUM
american_scientific_journal-6070	112	11	.	.	PUNCT
american_scientific_journal-6070	113	1	[	[	X
american_scientific_journal-6070	113	2	3	3	NUM
american_scientific_journal-6070	113	3	]	]	PUNCT
american_scientific_journal-6070	113	4	.	.	PUNCT
american_scientific_journal-6070	114	1	zhao	zhao	PROPN
american_scientific_journal-6070	114	2	w	w	PROPN
american_scientific_journal-6070	114	3	p	p	PROPN
american_scientific_journal-6070	114	4	,	,	PUNCT
american_scientific_journal-6070	114	5	chen	chen	PROPN
american_scientific_journal-6070	114	6	j	j	PROPN
american_scientific_journal-6070	114	7	y	y	PROPN
american_scientific_journal-6070	114	8	,	,	PUNCT
american_scientific_journal-6070	114	9	zhang	zhang	PROPN
american_scientific_journal-6070	114	10	l	l	PROPN
american_scientific_journal-6070	114	11	,	,	PUNCT
american_scientific_journal-6070	114	12	et	et	PROPN
american_scientific_journal-6070	114	13	al	al	PROPN
american_scientific_journal-6070	114	14	.	.	PUNCT
american_scientific_journal-6070	115	1	feasibility	feasibility	NOUN
american_scientific_journal-6070	115	2	of	of	ADP
american_scientific_journal-6070	115	3	ultrasound	ultrasound	NOUN
american_scientific_journal-6070	115	4	-	-	PUNCT
american_scientific_journal-6070	115	5	guided	guide	VERB
american_scientific_journal-6070	115	6	high	high	ADJ
american_scientific_journal-6070	115	7	intensity	intensity	NOUN
american_scientific_journal-6070	115	8	focused	focus	VERB
american_scientific_journal-6070	115	9	ultrasound	ultrasound	NOUN
american_scientific_journal-6070	115	10	ablating	ablate	VERB
american_scientific_journal-6070	115	11	uterine	uterine	ADJ
american_scientific_journal-6070	115	12	fibroids	fibroid	NOUN
american_scientific_journal-6070	115	13	with	with	ADP
american_scientific_journal-6070	115	14	hyperintense	hyperintense	NOUN
american_scientific_journal-6070	115	15	on	on	ADP
american_scientific_journal-6070	115	16	t2	t2	NOUN
american_scientific_journal-6070	115	17	-	-	PUNCT
american_scientific_journal-6070	115	18	weighted	weight	VERB
american_scientific_journal-6070	115	19	mr	mr	PROPN
american_scientific_journal-6070	115	20	imaging[j	imaging[j	PROPN
american_scientific_journal-6070	115	21	]	]	PUNCT
american_scientific_journal-6070	115	22	.	.	PUNCT
american_scientific_journal-6070	116	1	european	european	PROPN
american_scientific_journal-6070	116	2	journal	journal	PROPN
american_scientific_journal-6070	116	3	of	of	ADP
american_scientific_journal-6070	116	4	radiology	radiology	NOUN
american_scientific_journal-6070	116	5	,	,	PUNCT
american_scientific_journal-6070	116	6	2013	2013	NUM
american_scientific_journal-6070	116	7	,	,	PUNCT
american_scientific_journal-6070	116	8	82(1	82(1	NOUN
american_scientific_journal-6070	116	9	)	)	PUNCT
american_scientific_journal-6070	116	10	.	.	PUNCT
american_scientific_journal-6070	117	1	[	[	X
american_scientific_journal-6070	117	2	4	4	NUM
american_scientific_journal-6070	117	3	]	]	PUNCT
american_scientific_journal-6070	117	4	.	.	PUNCT
american_scientific_journal-6070	118	1	yao	yao	PROPN
american_scientific_journal-6070	118	2	j	j	PROPN
american_scientific_journal-6070	118	3	,	,	PUNCT
american_scientific_journal-6070	118	4	chen	chen	PROPN
american_scientific_journal-6070	119	1	d	d	PROPN
american_scientific_journal-6070	119	2	,	,	PUNCT
american_scientific_journal-6070	119	3	lu	lu	PROPN
american_scientific_journal-6070	119	4	w	w	PROPN
american_scientific_journal-6070	119	5	,	,	PUNCT
american_scientific_journal-6070	119	6	et	et	PROPN
american_scientific_journal-6070	119	7	al	al	PROPN
american_scientific_journal-6070	119	8	.	.	PROPN
american_scientific_journal-6070	119	9	uterine	uterine	PROPN
american_scientific_journal-6070	119	10	fibroid	fibroid	ADJ
american_scientific_journal-6070	119	11	segmentation	segmentation	NOUN
american_scientific_journal-6070	119	12	and	and	CCONJ
american_scientific_journal-6070	119	13	volume	volume	NOUN
american_scientific_journal-6070	119	14	measurement	measurement	NOUN
american_scientific_journal-6070	119	15	on	on	ADP
american_scientific_journal-6070	119	16	mri[j	mri[j	PROPN
american_scientific_journal-6070	119	17	]	]	PUNCT
american_scientific_journal-6070	119	18	.	.	PUNCT
american_scientific_journal-6070	120	1	proceedings	proceeding	NOUN
american_scientific_journal-6070	120	2	of	of	ADP
american_scientific_journal-6070	120	3	spie	spie	VERB
american_scientific_journal-6070	120	4	the	the	DET
american_scientific_journal-6070	120	5	international	international	ADJ
american_scientific_journal-6070	120	6	society	society	NOUN
american_scientific_journal-6070	120	7	for	for	ADP
american_scientific_journal-6070	120	8	optical	optical	ADJ
american_scientific_journal-6070	120	9	engineering	engineering	NOUN
american_scientific_journal-6070	120	10	,	,	PUNCT
american_scientific_journal-6070	120	11	2006	2006	NUM
american_scientific_journal-6070	120	12	.	.	PUNCT
american_scientific_journal-6070	121	1	[	[	X
american_scientific_journal-6070	121	2	5	5	NUM
american_scientific_journal-6070	121	3	]	]	PUNCT
american_scientific_journal-6070	121	4	.	.	PUNCT
american_scientific_journal-6070	122	1	khotanlou	khotanlou	PROPN
american_scientific_journal-6070	122	2	h	h	PROPN
american_scientific_journal-6070	122	3	,	,	PUNCT
american_scientific_journal-6070	122	4	fallahi	fallahi	X
american_scientific_journal-6070	122	5	a	a	DET
american_scientific_journal-6070	122	6	,	,	PUNCT
american_scientific_journal-6070	122	7	oghabian	oghabian	NOUN
american_scientific_journal-6070	122	8	m	m	PROPN
american_scientific_journal-6070	122	9	a	a	PRON
american_scientific_journal-6070	122	10	,	,	PUNCT
american_scientific_journal-6070	122	11	et	et	PROPN
american_scientific_journal-6070	122	12	al	al	PROPN
american_scientific_journal-6070	122	13	.	.	PROPN
american_scientific_journal-6070	122	14	segmentation	segmentation	NOUN
american_scientific_journal-6070	122	15	of	of	ADP
american_scientific_journal-6070	122	16	uterine	uterine	ADJ
american_scientific_journal-6070	122	17	fibroid	fibroid	NOUN
american_scientific_journal-6070	122	18	on	on	ADP
american_scientific_journal-6070	122	19	mr	mr	PROPN
american_scientific_journal-6070	122	20	images	image	NOUN
american_scientific_journal-6070	122	21	based	base	VERB
american_scientific_journal-6070	122	22	on	on	ADP
american_scientific_journal-6070	122	23	chan	chan	PROPN
american_scientific_journal-6070	122	24	-	-	PUNCT
american_scientific_journal-6070	122	25	vese	vese	NOUN
american_scientific_journal-6070	122	26	level	level	NOUN
american_scientific_journal-6070	122	27	set	set	NOUN
american_scientific_journal-6070	122	28	method	method	NOUN
american_scientific_journal-6070	122	29	and	and	CCONJ
american_scientific_journal-6070	122	30	shape	shape	NOUN
american_scientific_journal-6070	122	31	prior	prior	ADV
american_scientific_journal-6070	122	32	model[j	model[j	PROPN
american_scientific_journal-6070	122	33	]	]	PUNCT
american_scientific_journal-6070	122	34	.	.	PUNCT
american_scientific_journal-6070	123	1	biomedical	biomedical	ADJ
american_scientific_journal-6070	123	2	engineering	engineering	NOUN
american_scientific_journal-6070	123	3	applications	application	NOUN
american_scientific_journal-6070	123	4	basis	basis	NOUN
american_scientific_journal-6070	123	5	&	&	CCONJ
american_scientific_journal-6070	123	6	american	american	PROPN
american_scientific_journal-6070	123	7	scientific	scientific	PROPN
american_scientific_journal-6070	123	8	research	research	PROPN
american_scientific_journal-6070	123	9	journal	journal	NOUN
american_scientific_journal-6070	123	10	for	for	ADP
american_scientific_journal-6070	123	11	engineering	engineering	NOUN
american_scientific_journal-6070	123	12	,	,	PUNCT
american_scientific_journal-6070	123	13	technology	technology	NOUN
american_scientific_journal-6070	123	14	,	,	PUNCT
american_scientific_journal-6070	123	15	and	and	CCONJ
american_scientific_journal-6070	123	16	sciences	science	NOUN
american_scientific_journal-6070	123	17	(	(	PUNCT
american_scientific_journal-6070	123	18	asrjets	asrjet	NOUN
american_scientific_journal-6070	123	19	)	)	PUNCT
american_scientific_journal-6070	123	20	(	(	PUNCT
american_scientific_journal-6070	123	21	2020	2020	NUM
american_scientific_journal-6070	123	22	)	)	PUNCT
american_scientific_journal-6070	123	23	volume	volume	NOUN
american_scientific_journal-6070	123	24	71	71	NUM
american_scientific_journal-6070	123	25	,	,	PUNCT
american_scientific_journal-6070	123	26	no	no	DET
american_scientific_journal-6070	123	27	1	1	NUM
american_scientific_journal-6070	123	28	,	,	PUNCT
american_scientific_journal-6070	123	29	pp	pp	ADV
american_scientific_journal-6070	123	30	1	1	NUM
american_scientific_journal-6070	123	31	-	-	SYM
american_scientific_journal-6070	123	32	10	10	NUM
american_scientific_journal-6070	123	33	10	10	NUM
american_scientific_journal-6070	123	34	communications	communication	NOUN
american_scientific_journal-6070	123	35	,	,	PUNCT
american_scientific_journal-6070	123	36	2014	2014	NUM
american_scientific_journal-6070	123	37	,	,	PUNCT
american_scientific_journal-6070	123	38	26(02):1450030-	26(02):1450030-	NUM
american_scientific_journal-6070	123	39	.	.	PUNCT
american_scientific_journal-6070	124	1	[	[	X
american_scientific_journal-6070	124	2	6	6	NUM
american_scientific_journal-6070	124	3	]	]	PUNCT
american_scientific_journal-6070	124	4	.	.	PUNCT
american_scientific_journal-6070	125	1	fallahi	fallahi	PROPN
american_scientific_journal-6070	125	2	a	a	PRON
american_scientific_journal-6070	125	3	,	,	PUNCT
american_scientific_journal-6070	125	4	pooyan	pooyan	NOUN
american_scientific_journal-6070	125	5	m	m	PROPN
american_scientific_journal-6070	125	6	,	,	PUNCT
american_scientific_journal-6070	125	7	ghanaati	ghanaati	PROPN
american_scientific_journal-6070	125	8	h	h	PROPN
american_scientific_journal-6070	125	9	,	,	PUNCT
american_scientific_journal-6070	125	10	et	et	PROPN
american_scientific_journal-6070	125	11	al	al	PROPN
american_scientific_journal-6070	125	12	.	.	PROPN
american_scientific_journal-6070	125	13	uterine	uterine	PROPN
american_scientific_journal-6070	125	14	segmentation	segmentation	NOUN
american_scientific_journal-6070	125	15	and	and	CCONJ
american_scientific_journal-6070	125	16	volume	volume	NOUN
american_scientific_journal-6070	125	17	measurement	measurement	NOUN
american_scientific_journal-6070	125	18	in	in	ADP
american_scientific_journal-6070	125	19	uterine	uterine	ADJ
american_scientific_journal-6070	125	20	fibroid	fibroid	ADJ
american_scientific_journal-6070	125	21	patients	patient	NOUN
american_scientific_journal-6070	125	22	'	'	PART
american_scientific_journal-6070	125	23	mri	mri	NOUN
american_scientific_journal-6070	125	24	using	use	VERB
american_scientific_journal-6070	125	25	fuzzy	fuzzy	ADJ
american_scientific_journal-6070	125	26	c	c	NOUN
american_scientific_journal-6070	125	27	-	-	PUNCT
american_scientific_journal-6070	125	28	mean	mean	ADJ
american_scientific_journal-6070	125	29	algorithm	algorithm	NOUN
american_scientific_journal-6070	125	30	and	and	CCONJ
american_scientific_journal-6070	125	31	morphological	morphological	ADJ
american_scientific_journal-6070	125	32	operations[j	operations[j	NOUN
american_scientific_journal-6070	125	33	]	]	PUNCT
american_scientific_journal-6070	125	34	.	.	PUNCT
american_scientific_journal-6070	126	1	iranian	iranian	PROPN
american_scientific_journal-6070	126	2	journal	journal	PROPN
american_scientific_journal-6070	126	3	of	of	ADP
american_scientific_journal-6070	126	4	radiology	radiology	NOUN
american_scientific_journal-6070	126	5	,	,	PUNCT
american_scientific_journal-6070	126	6	2011	2011	NUM
american_scientific_journal-6070	126	7	,	,	PUNCT
american_scientific_journal-6070	126	8	08(03):150	08(03):150	NUM
american_scientific_journal-6070	126	9	-	-	SYM
american_scientific_journal-6070	126	10	156	156	NUM
american_scientific_journal-6070	126	11	.	.	PUNCT
american_scientific_journal-6070	127	1	[	[	X
american_scientific_journal-6070	127	2	7	7	NUM
american_scientific_journal-6070	127	3	]	]	PUNCT
american_scientific_journal-6070	127	4	.	.	PUNCT
american_scientific_journal-6070	128	1	rundo	rundo	PROPN
american_scientific_journal-6070	128	2	l	l	PROPN
american_scientific_journal-6070	128	3	,	,	PUNCT
american_scientific_journal-6070	128	4	militello	militello	PROPN
american_scientific_journal-6070	128	5	c	c	NOUN
american_scientific_journal-6070	128	6	,	,	PUNCT
american_scientific_journal-6070	128	7	vitabile	vitabile	NOUN
american_scientific_journal-6070	128	8	s	s	PROPN
american_scientific_journal-6070	128	9	,	,	PUNCT
american_scientific_journal-6070	128	10	et	et	PROPN
american_scientific_journal-6070	128	11	al	al	PROPN
american_scientific_journal-6070	128	12	.	.	PUNCT
american_scientific_journal-6070	128	13	combining	combine	VERB
american_scientific_journal-6070	128	14	split	split	NOUN
american_scientific_journal-6070	128	15	-	-	PUNCT
american_scientific_journal-6070	128	16	and	and	CCONJ
american_scientific_journal-6070	128	17	-	-	PUNCT
american_scientific_journal-6070	128	18	merge	merge	VERB
american_scientific_journal-6070	128	19	and	and	CCONJ
american_scientific_journal-6070	128	20	multi	multi	ADJ
american_scientific_journal-6070	128	21	-	-	ADJ
american_scientific_journal-6070	128	22	seed	seed	ADJ
american_scientific_journal-6070	128	23	region	region	NOUN
american_scientific_journal-6070	128	24	growing	grow	VERB
american_scientific_journal-6070	128	25	algorithms	algorithm	NOUN
american_scientific_journal-6070	128	26	for	for	ADP
american_scientific_journal-6070	128	27	uterine	uterine	ADJ
american_scientific_journal-6070	128	28	fibroid	fibroid	ADJ
american_scientific_journal-6070	128	29	segmentation	segmentation	NOUN
american_scientific_journal-6070	128	30	in	in	ADP
american_scientific_journal-6070	128	31	mrgfus	mrgfus	PROPN
american_scientific_journal-6070	129	1	treatments[j	treatments[j	PROPN
american_scientific_journal-6070	129	2	]	]	PUNCT
american_scientific_journal-6070	129	3	.	.	PUNCT
american_scientific_journal-6070	130	1	medical	medical	PROPN
american_scientific_journal-6070	130	2	&	&	CCONJ
american_scientific_journal-6070	130	3	biological	biological	PROPN
american_scientific_journal-6070	130	4	engineering	engineering	PROPN
american_scientific_journal-6070	130	5	&	&	CCONJ
american_scientific_journal-6070	130	6	computing	computing	PROPN
american_scientific_journal-6070	130	7	,	,	PUNCT
american_scientific_journal-6070	130	8	2016	2016	NUM
american_scientific_journal-6070	130	9	,	,	PUNCT
american_scientific_journal-6070	130	10	54(7	54(7	NUM
american_scientific_journal-6070	130	11	):	):	PUNCT
american_scientific_journal-6070	130	12	1071	1071	NUM
american_scientific_journal-6070	130	13	-	-	SYM
american_scientific_journal-6070	130	14	1084	1084	NUM
american_scientific_journal-6070	130	15	.	.	PUNCT
american_scientific_journal-6070	131	1	[	[	X
american_scientific_journal-6070	131	2	8	8	NUM
american_scientific_journal-6070	131	3	]	]	PUNCT
american_scientific_journal-6070	131	4	.	.	PUNCT
american_scientific_journal-6070	132	1	kurata	kurata	PROPN
american_scientific_journal-6070	132	2	y	y	PROPN
american_scientific_journal-6070	132	3	,	,	PUNCT
american_scientific_journal-6070	132	4	nishio	nishio	PROPN
american_scientific_journal-6070	132	5	m	m	PROPN
american_scientific_journal-6070	132	6	,	,	PUNCT
american_scientific_journal-6070	132	7	kido	kido	PROPN
american_scientific_journal-6070	132	8	a	a	DET
american_scientific_journal-6070	132	9	,	,	PUNCT
american_scientific_journal-6070	132	10	et	et	PROPN
american_scientific_journal-6070	132	11	al	al	PROPN
american_scientific_journal-6070	132	12	.	.	PROPN
american_scientific_journal-6070	132	13	automatic	automatic	ADJ
american_scientific_journal-6070	132	14	segmentation	segmentation	NOUN
american_scientific_journal-6070	132	15	of	of	ADP
american_scientific_journal-6070	132	16	the	the	DET
american_scientific_journal-6070	132	17	uterus	uterus	NOUN
american_scientific_journal-6070	132	18	on	on	ADP
american_scientific_journal-6070	132	19	mri	mri	NOUN
american_scientific_journal-6070	132	20	using	use	VERB
american_scientific_journal-6070	132	21	a	a	DET
american_scientific_journal-6070	132	22	convolutional	convolutional	ADJ
american_scientific_journal-6070	132	23	neural	neural	ADJ
american_scientific_journal-6070	132	24	network[j	network[j	NOUN
american_scientific_journal-6070	132	25	]	]	PUNCT
american_scientific_journal-6070	132	26	.	.	PUNCT
american_scientific_journal-6070	133	1	computers	computer	NOUN
american_scientific_journal-6070	133	2	in	in	ADP
american_scientific_journal-6070	133	3	biology	biology	NOUN
american_scientific_journal-6070	133	4	and	and	CCONJ
american_scientific_journal-6070	133	5	medicine	medicine	NOUN
american_scientific_journal-6070	133	6	,	,	PUNCT
american_scientific_journal-6070	133	7	2019	2019	NUM
american_scientific_journal-6070	133	8	,	,	PUNCT
american_scientific_journal-6070	133	9	114:103438	114:103438	NUM
american_scientific_journal-6070	133	10	.	.	PUNCT
american_scientific_journal-6070	134	1	[	[	X
american_scientific_journal-6070	134	2	9	9	NUM
american_scientific_journal-6070	134	3	]	]	PUNCT
american_scientific_journal-6070	134	4	.	.	PUNCT
american_scientific_journal-6070	135	1	he	he	PRON
american_scientific_journal-6070	135	2	k	k	PROPN
american_scientific_journal-6070	135	3	,	,	PUNCT
american_scientific_journal-6070	135	4	zhang	zhang	PROPN
american_scientific_journal-6070	135	5	x	x	PROPN
american_scientific_journal-6070	135	6	,	,	PUNCT
american_scientific_journal-6070	135	7	ren	ren	PROPN
american_scientific_journal-6070	135	8	s	s	PROPN
american_scientific_journal-6070	135	9	,	,	PUNCT
american_scientific_journal-6070	135	10	et	et	PROPN
american_scientific_journal-6070	135	11	al	al	PROPN
american_scientific_journal-6070	135	12	.	.	PUNCT
american_scientific_journal-6070	136	1	deep	deep	ADJ
american_scientific_journal-6070	136	2	residual	residual	ADJ
american_scientific_journal-6070	136	3	learning	learning	NOUN
american_scientific_journal-6070	136	4	for	for	ADP
american_scientific_journal-6070	136	5	image	image	NOUN
american_scientific_journal-6070	136	6	recognition[c	recognition[c	PROPN
american_scientific_journal-6070	136	7	]	]	PUNCT
american_scientific_journal-6070	136	8	.	.	PUNCT
american_scientific_journal-6070	137	1	computer	computer	NOUN
american_scientific_journal-6070	137	2	vision	vision	NOUN
american_scientific_journal-6070	137	3	and	and	CCONJ
american_scientific_journal-6070	137	4	pattern	pattern	NOUN
american_scientific_journal-6070	137	5	recognition	recognition	NOUN
american_scientific_journal-6070	137	6	,	,	PUNCT
american_scientific_journal-6070	137	7	2016	2016	NUM
american_scientific_journal-6070	137	8	:	:	PUNCT
american_scientific_journal-6070	137	9	770	770	NUM
american_scientific_journal-6070	137	10	-	-	SYM
american_scientific_journal-6070	137	11	778	778	NUM
american_scientific_journal-6070	137	12	.	.	PUNCT
american_scientific_journal-6070	138	1	[	[	X
american_scientific_journal-6070	138	2	10	10	NUM
american_scientific_journal-6070	138	3	]	]	PUNCT
american_scientific_journal-6070	138	4	.	.	PUNCT
american_scientific_journal-6070	139	1	oktay	oktay	PROPN
american_scientific_journal-6070	139	2	o	o	PROPN
american_scientific_journal-6070	139	3	,	,	PUNCT
american_scientific_journal-6070	139	4	schlemper	schlemper	PROPN
american_scientific_journal-6070	139	5	j	j	PROPN
american_scientific_journal-6070	139	6	,	,	PUNCT
american_scientific_journal-6070	139	7	folgoc	folgoc	PROPN
american_scientific_journal-6070	139	8	l	l	PROPN
american_scientific_journal-6070	139	9	l	l	PROPN
american_scientific_journal-6070	139	10	,	,	PUNCT
american_scientific_journal-6070	139	11	et	et	PROPN
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american_scientific_journal-6070	139	13	.	.	PUNCT
american_scientific_journal-6070	139	14	attention	attention	PROPN
american_scientific_journal-6070	139	15	u	u	NOUN
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american_scientific_journal-6070	139	17	net	net	ADJ
american_scientific_journal-6070	139	18	:	:	PUNCT
american_scientific_journal-6070	139	19	learning	learn	VERB
american_scientific_journal-6070	139	20	where	where	SCONJ
american_scientific_journal-6070	139	21	to	to	PART
american_scientific_journal-6070	139	22	look	look	VERB
american_scientific_journal-6070	139	23	for	for	ADP
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american_scientific_journal-6070	139	25	pancreas[j	pancreas[j	NOUN
american_scientific_journal-6070	139	26	]	]	X
american_scientific_journal-6070	139	27	.	.	PUNCT
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american_scientific_journal-6070	139	29	.	.	PUNCT
american_scientific_journal-6070	140	1	[	[	X
american_scientific_journal-6070	140	2	11	11	NUM
american_scientific_journal-6070	140	3	]	]	PUNCT
american_scientific_journal-6070	140	4	.	.	PUNCT
american_scientific_journal-6070	141	1	li	li	PROPN
american_scientific_journal-6070	141	2	x	x	PROPN
american_scientific_journal-6070	141	3	,	,	PUNCT
american_scientific_journal-6070	141	4	sun	sun	PROPN
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american_scientific_journal-6070	141	6	,	,	PUNCT
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american_scientific_journal-6070	141	8	y	y	PROPN
american_scientific_journal-6070	141	9	,	,	PUNCT
american_scientific_journal-6070	141	10	et	et	PROPN
american_scientific_journal-6070	141	11	al	al	PROPN
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american_scientific_journal-6070	141	14	loss	loss	NOUN
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american_scientific_journal-6070	141	17	-	-	PUNCT
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american_scientific_journal-6070	141	21	]	]	PUNCT
american_scientific_journal-6070	141	22	.	.	PUNCT
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american_scientific_journal-6070	142	2	:	:	PUNCT
american_scientific_journal-6070	142	3	computation	computation	NOUN
american_scientific_journal-6070	142	4	and	and	CCONJ
american_scientific_journal-6070	142	5	language	language	NOUN
american_scientific_journal-6070	142	6	,	,	PUNCT
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american_scientific_journal-6070	142	8	.	.	PUNCT
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american_scientific_journal-6070	143	2	12	12	NUM
american_scientific_journal-6070	143	3	]	]	PUNCT
american_scientific_journal-6070	143	4	.	.	PUNCT
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american_scientific_journal-6070	144	2	,	,	PUNCT
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american_scientific_journal-6070	144	4	p.	p.	PROPN
american_scientific_journal-6070	144	5	,	,	PUNCT
american_scientific_journal-6070	144	6	&	&	CCONJ
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american_scientific_journal-6070	144	8	,	,	PUNCT
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american_scientific_journal-6070	144	10	"	"	PUNCT
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american_scientific_journal-6070	144	12	:	:	PUNCT
american_scientific_journal-6070	144	13	a	a	DET
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american_scientific_journal-6070	144	18	.	.	PUNCT
american_scientific_journal-6070	145	1	computer	computer	NOUN
american_scientific_journal-6070	145	2	science	science	NOUN
american_scientific_journal-6070	145	3	,	,	PUNCT
american_scientific_journal-6070	145	4	"	"	PUNCT
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american_scientific_journal-6070	145	6	.	.	PUNCT
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american_scientific_journal-6070	146	2	13	13	NUM
american_scientific_journal-6070	146	3	]	]	PUNCT
american_scientific_journal-6070	146	4	.	.	PUNCT
american_scientific_journal-6070	147	1	leal	leal	PROPN
american_scientific_journal-6070	147	2	,	,	PUNCT
american_scientific_journal-6070	147	3	y.	y.	PROPN
american_scientific_journal-6070	147	4	,gonzalez	,gonzalez	PROPN
american_scientific_journal-6070	147	5	-	-	PUNCT
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american_scientific_journal-6070	147	7	,	,	PUNCT
american_scientific_journal-6070	147	8	l.	l.	PROPN
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american_scientific_journal-6070	147	10	,	,	PUNCT
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american_scientific_journal-6070	147	13	,	,	PUNCT
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american_scientific_journal-6070	147	16	,	,	PUNCT
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american_scientific_journal-6070	147	19	,	,	PUNCT
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american_scientific_journal-6070	147	34	de	de	X
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american_scientific_journal-6070	147	36	,	,	PUNCT
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american_scientific_journal-6070	147	41	,	,	PUNCT
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american_scientific_journal-6070	147	45	,	,	PUNCT
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american_scientific_journal-6070	148	2	,	,	PUNCT
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american_scientific_journal-6070	148	4	.	.	PUNCT
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american_scientific_journal-6070	149	4	.	.	PUNCT
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american_scientific_journal-6070	150	2	,	,	PUNCT
american_scientific_journal-6070	150	3	p.	p.	PROPN
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american_scientific_journal-6070	150	6	,	,	PUNCT
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american_scientific_journal-6070	150	10	,	,	PUNCT
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american_scientific_journal-6070	150	14	,	,	PUNCT
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american_scientific_journal-6070	150	16	,	,	PUNCT
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american_scientific_journal-6070	150	18	,	,	PUNCT
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american_scientific_journal-6070	150	20	,	,	PUNCT
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american_scientific_journal-6070	150	22	,	,	PUNCT
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american_scientific_journal-6070	150	24	,	,	PUNCT
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american_scientific_journal-6070	150	26	,	,	PUNCT
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