id	sid	tid	token	lemma	pos
bam-11571	1	1	ct	ct	PRON
bam-11571	1	2	scan	scan	VERB
bam-11571	1	3	for	for	ADP
bam-11571	1	4	prognosis	prognosis	NOUN
bam-11571	1	5	of	of	ADP
bam-11571	1	6	covid-19	covid-19	PROPN
bam-11571	1	7	by	by	ADP
bam-11571	1	8	deep	deep	ADJ
bam-11571	1	9	learning	learn	VERB
bam-11571	1	10	eur	eur	PROPN
bam-11571	1	11	j	j	PROPN
bam-11571	1	12	transl	transl	PROPN
bam-11571	1	13	myol	myol	ADV
bam-11571	1	14	33	33	NUM
bam-11571	1	15	(	(	PUNCT
bam-11571	1	16	3	3	NUM
bam-11571	1	17	)	)	PUNCT
bam-11571	1	18	11571	11571	NUM
bam-11571	1	19	,	,	PUNCT
bam-11571	1	20	2023	2023	NUM
bam-11571	1	21	doi	doi	NOUN
bam-11571	1	22	:	:	PUNCT
bam-11571	1	23	10.4081	10.4081	NUM
bam-11571	1	24	/	/	SYM
bam-11571	1	25	ejtm.2023.11571	ejtm.2023.11571	NUM
bam-11571	1	26	1	1	NUM
bam-11571	1	27	quantitative	quantitative	ADJ
bam-11571	1	28	evaluation	evaluation	NOUN
bam-11571	1	29	of	of	ADP
bam-11571	1	30	ct	ct	NUM
bam-11571	1	31	scan	scan	NOUN
bam-11571	1	32	images	image	NOUN
bam-11571	1	33	to	to	PART
bam-11571	1	34	determinate	determinate	VERB
bam-11571	1	35	the	the	DET
bam-11571	1	36	prognosis	prognosis	NOUN
bam-11571	1	37	of	of	ADP
bam-11571	1	38	covid-19	covid-19	PROPN
bam-11571	1	39	patient	patient	NOUN
bam-11571	1	40	using	use	VERB
bam-11571	1	41	deep	deep	ADJ
bam-11571	1	42	learning	learning	NOUN
bam-11571	1	43	saeid	saeid	PROPN
bam-11571	1	44	sadeghi	sadeghi	PROPN
bam-11571	1	45	joni	joni	PROPN
bam-11571	1	46	(	(	PUNCT
bam-11571	1	47	1	1	NUM
bam-11571	1	48	)	)	PUNCT
bam-11571	1	49	,	,	PUNCT
bam-11571	1	50	reza	reza	ADJ
bam-11571	1	51	gerami	gerami	NOUN
bam-11571	1	52	(	(	PUNCT
bam-11571	1	53	1	1	NUM
bam-11571	1	54	)	)	PUNCT
bam-11571	1	55	,	,	PUNCT
bam-11571	1	56	fakhereh	fakhereh	PROPN
bam-11571	1	57	pashaei	pashaei	PROPN
bam-11571	1	58	(	(	PUNCT
bam-11571	1	59	2	2	NUM
bam-11571	1	60	)	)	PUNCT
bam-11571	1	61	,	,	PUNCT
bam-11571	1	62	hojat	hojat	ADV
bam-11571	1	63	ebrahiminik	ebrahiminik	NOUN
bam-11571	1	64	(	(	PUNCT
bam-11571	1	65	3	3	NUM
bam-11571	1	66	)	)	PUNCT
bam-11571	1	67	,	,	PUNCT
bam-11571	1	68	mahmood	mahmood	PROPN
bam-11571	1	69	karimi	karimi	PROPN
bam-11571	1	70	(	(	PUNCT
bam-11571	1	71	4	4	NUM
bam-11571	1	72	)	)	PUNCT
bam-11571	1	73	(	(	PUNCT
bam-11571	1	74	1	1	X
bam-11571	1	75	)	)	PUNCT
bam-11571	1	76	department	department	NOUN
bam-11571	1	77	of	of	ADP
bam-11571	1	78	radiology	radiology	NOUN
bam-11571	1	79	,	,	PUNCT
bam-11571	1	80	faculty	faculty	NOUN
bam-11571	1	81	of	of	ADP
bam-11571	1	82	medicine	medicine	NOUN
bam-11571	1	83	,	,	PUNCT
bam-11571	1	84	aja	aja	PROPN
bam-11571	1	85	university	university	PROPN
bam-11571	1	86	of	of	ADP
bam-11571	1	87	medical	medical	ADJ
bam-11571	1	88	sciences	sciences	PROPN
bam-11571	1	89	,	,	PUNCT
bam-11571	1	90	tehran	tehran	PROPN
bam-11571	1	91	,	,	PUNCT
bam-11571	1	92	iran	iran	PROPN
bam-11571	1	93	;	;	PUNCT
bam-11571	1	94	(	(	PUNCT
bam-11571	1	95	2	2	X
bam-11571	1	96	)	)	PUNCT
bam-11571	1	97	radiation	radiation	NOUN
bam-11571	1	98	sciences	sciences	PROPN
bam-11571	1	99	research	research	NOUN
bam-11571	1	100	center	center	NOUN
bam-11571	1	101	(	(	PUNCT
bam-11571	1	102	rsrc	rsrc	NOUN
bam-11571	1	103	)	)	PUNCT
bam-11571	1	104	,	,	PUNCT
bam-11571	1	105	aja	aja	PROPN
bam-11571	1	106	university	university	PROPN
bam-11571	1	107	of	of	ADP
bam-11571	1	108	medical	medical	ADJ
bam-11571	1	109	sciences	sciences	PROPN
bam-11571	1	110	,	,	PUNCT
bam-11571	1	111	tehran	tehran	PROPN
bam-11571	1	112	,	,	PUNCT
bam-11571	1	113	iran	iran	PROPN
bam-11571	1	114	;	;	PUNCT
bam-11571	1	115	(	(	PUNCT
bam-11571	1	116	3	3	X
bam-11571	1	117	)	)	PUNCT
bam-11571	1	118	department	department	NOUN
bam-11571	1	119	of	of	ADP
bam-11571	1	120	interventional	interventional	ADJ
bam-11571	1	121	radiology	radiology	NOUN
bam-11571	1	122	and	and	CCONJ
bam-11571	1	123	radiation	radiation	NOUN
bam-11571	1	124	sciences	sciences	PROPN
bam-11571	1	125	research	research	NOUN
bam-11571	1	126	center	center	NOUN
bam-11571	1	127	,	,	PUNCT
bam-11571	1	128	aja	aja	PROPN
bam-11571	1	129	university	university	PROPN
bam-11571	1	130	of	of	ADP
bam-11571	1	131	medical	medical	ADJ
bam-11571	1	132	sciences	sciences	PROPN
bam-11571	1	133	,	,	PUNCT
bam-11571	1	134	tehran	tehran	NOUN
bam-11571	1	135	,	,	PUNCT
bam-11571	1	136	iran;(4	iran;(4	PROPN
bam-11571	1	137	)	)	PUNCT
bam-11571	1	138	department	department	NOUN
bam-11571	1	139	of	of	ADP
bam-11571	1	140	internal	internal	ADJ
bam-11571	1	141	medicine	medicine	NOUN
bam-11571	1	142	,	,	PUNCT
bam-11571	1	143	faculty	faculty	NOUN
bam-11571	1	144	of	of	ADP
bam-11571	1	145	medicine	medicine	NOUN
bam-11571	1	146	,	,	PUNCT
bam-11571	1	147	aja	aja	PROPN
bam-11571	1	148	university	university	PROPN
bam-11571	1	149	of	of	ADP
bam-11571	1	150	medical	medical	ADJ
bam-11571	1	151	sciences	sciences	PROPN
bam-11571	1	152	,	,	PUNCT
bam-11571	1	153	tehran	tehran	PROPN
bam-11571	1	154	,	,	PUNCT
bam-11571	1	155	iran	iran	PROPN
bam-11571	1	156	.	.	PUNCT
bam-11571	2	1	this	this	DET
bam-11571	2	2	article	article	NOUN
bam-11571	2	3	is	be	AUX
bam-11571	2	4	distributed	distribute	VERB
bam-11571	2	5	under	under	ADP
bam-11571	2	6	the	the	DET
bam-11571	2	7	terms	term	NOUN
bam-11571	2	8	of	of	ADP
bam-11571	2	9	the	the	DET
bam-11571	2	10	creative	creative	ADJ
bam-11571	2	11	commons	common	NOUN
bam-11571	2	12	attribution	attribution	NOUN
bam-11571	2	13	noncommercial	noncommercial	ADJ
bam-11571	2	14	license	license	NOUN
bam-11571	2	15	(	(	PUNCT
bam-11571	2	16	cc	cc	NOUN
bam-11571	2	17	by	by	ADP
bam-11571	2	18	-	-	PUNCT
bam-11571	2	19	nc	nc	PROPN
bam-11571	2	20	4.0	4.0	NUM
bam-11571	2	21	)	)	PUNCT
bam-11571	2	22	which	which	PRON
bam-11571	2	23	permits	permit	VERB
bam-11571	2	24	any	any	DET
bam-11571	2	25	noncommercial	noncommercial	ADJ
bam-11571	2	26	use	use	NOUN
bam-11571	2	27	,	,	PUNCT
bam-11571	2	28	distribution	distribution	NOUN
bam-11571	2	29	,	,	PUNCT
bam-11571	2	30	and	and	CCONJ
bam-11571	2	31	reproduction	reproduction	NOUN
bam-11571	2	32	in	in	ADP
bam-11571	2	33	any	any	DET
bam-11571	2	34	medium	medium	NOUN
bam-11571	2	35	,	,	PUNCT
bam-11571	2	36	provided	provide	VERB
bam-11571	2	37	the	the	DET
bam-11571	2	38	original	original	ADJ
bam-11571	2	39	author(s	author(s	NOUN
bam-11571	2	40	)	)	PUNCT
bam-11571	2	41	and	and	CCONJ
bam-11571	2	42	source	source	NOUN
bam-11571	2	43	are	be	AUX
bam-11571	2	44	credited	credit	VERB
bam-11571	2	45	.	.	PUNCT
bam-11571	3	1	abstract	abstract	ADJ
bam-11571	3	2	the	the	DET
bam-11571	3	3	purpose	purpose	NOUN
bam-11571	3	4	of	of	ADP
bam-11571	3	5	this	this	DET
bam-11571	3	6	research	research	NOUN
bam-11571	3	7	is	be	AUX
bam-11571	3	8	to	to	PART
bam-11571	3	9	evaluate	evaluate	VERB
bam-11571	3	10	the	the	DET
bam-11571	3	11	accuracy	accuracy	NOUN
bam-11571	3	12	of	of	ADP
bam-11571	3	13	ai	ai	ADJ
bam-11571	3	14	-	-	PUNCT
bam-11571	3	15	assisted	assist	VERB
bam-11571	3	16	quantification	quantification	NOUN
bam-11571	3	17	in	in	ADP
bam-11571	3	18	comparison	comparison	NOUN
bam-11571	3	19	to	to	ADP
bam-11571	3	20	conventional	conventional	ADJ
bam-11571	3	21	ct	ct	NUM
bam-11571	3	22	parameters	parameter	NOUN
bam-11571	3	23	reviewed	review	VERB
bam-11571	3	24	by	by	ADP
bam-11571	3	25	a	a	DET
bam-11571	3	26	radiologist	radiologist	NOUN
bam-11571	3	27	in	in	ADP
bam-11571	3	28	predicting	predict	VERB
bam-11571	3	29	the	the	DET
bam-11571	3	30	severity	severity	NOUN
bam-11571	3	31	,	,	PUNCT
bam-11571	3	32	progression	progression	NOUN
bam-11571	3	33	,	,	PUNCT
bam-11571	3	34	and	and	CCONJ
bam-11571	3	35	clinical	clinical	ADJ
bam-11571	3	36	outcome	outcome	NOUN
bam-11571	3	37	of	of	ADP
bam-11571	3	38	disease	disease	NOUN
bam-11571	3	39	.	.	PUNCT
bam-11571	4	1	the	the	DET
bam-11571	4	2	current	current	ADJ
bam-11571	4	3	study	study	NOUN
bam-11571	4	4	is	be	AUX
bam-11571	4	5	a	a	DET
bam-11571	4	6	cross	cross	ADJ
bam-11571	4	7	-	-	ADJ
bam-11571	4	8	sectional	sectional	ADJ
bam-11571	4	9	study	study	NOUN
bam-11571	4	10	that	that	PRON
bam-11571	4	11	was	be	AUX
bam-11571	4	12	conducted	conduct	VERB
bam-11571	4	13	on	on	ADP
bam-11571	4	14	patients	patient	NOUN
bam-11571	4	15	with	with	ADP
bam-11571	4	16	the	the	DET
bam-11571	4	17	diagnosis	diagnosis	NOUN
bam-11571	4	18	of	of	ADP
bam-11571	4	19	covid-19	covid-19	PROPN
bam-11571	4	20	and	and	CCONJ
bam-11571	4	21	underwent	undergo	VERB
bam-11571	4	22	a	a	DET
bam-11571	4	23	pulmonary	pulmonary	NOUN
bam-11571	4	24	ct	ct	NOUN
bam-11571	4	25	scan	scan	NOUN
bam-11571	4	26	between	between	ADP
bam-11571	4	27	august	august	PROPN
bam-11571	4	28	23th	23th	PROPN
bam-11571	4	29	,	,	PUNCT
bam-11571	4	30	2021	2021	NUM
bam-11571	4	31	to	to	ADP
bam-11571	4	32	december	december	PROPN
bam-11571	4	33	21th	21th	NUM
bam-11571	4	34	,	,	PUNCT
bam-11571	4	35	2022	2022	NUM
bam-11571	4	36	.	.	PUNCT
bam-11571	5	1	the	the	DET
bam-11571	5	2	initial	initial	ADJ
bam-11571	5	3	ct	ct	PROPN
bam-11571	5	4	scan	scan	NOUN
bam-11571	5	5	on	on	ADP
bam-11571	5	6	admission	admission	NOUN
bam-11571	5	7	was	be	AUX
bam-11571	5	8	used	use	VERB
bam-11571	5	9	for	for	ADP
bam-11571	5	10	imaging	image	VERB
bam-11571	5	11	analysis	analysis	NOUN
bam-11571	5	12	.	.	PUNCT
bam-11571	6	1	the	the	DET
bam-11571	6	2	presence	presence	NOUN
bam-11571	6	3	of	of	ADP
bam-11571	6	4	ground	ground	NOUN
bam-11571	6	5	glass	glass	NOUN
bam-11571	6	6	opacity	opacity	NOUN
bam-11571	6	7	(	(	PUNCT
bam-11571	6	8	ggo	ggo	NOUN
bam-11571	6	9	)	)	PUNCT
bam-11571	6	10	,	,	PUNCT
bam-11571	6	11	and	and	CCONJ
bam-11571	6	12	consolidation	consolidation	NOUN
bam-11571	6	13	were	be	AUX
bam-11571	6	14	visually	visually	ADV
bam-11571	6	15	evaluated	evaluate	VERB
bam-11571	6	16	.	.	PUNCT
bam-11571	7	1	ct	ct	NUM
bam-11571	7	2	severity	severity	NOUN
bam-11571	7	3	score	score	NOUN
bam-11571	7	4	was	be	AUX
bam-11571	7	5	calculated	calculate	VERB
bam-11571	7	6	according	accord	VERB
bam-11571	7	7	to	to	ADP
bam-11571	7	8	a	a	DET
bam-11571	7	9	semi	semi	ADJ
bam-11571	7	10	-	-	ADJ
bam-11571	7	11	quantitative	quantitative	ADJ
bam-11571	7	12	method	method	NOUN
bam-11571	7	13	.	.	PUNCT
bam-11571	8	1	in	in	ADP
bam-11571	8	2	addition	addition	NOUN
bam-11571	8	3	,	,	PUNCT
bam-11571	8	4	ai	ai	AUX
bam-11571	8	5	based	base	VERB
bam-11571	8	6	quantification	quantification	NOUN
bam-11571	8	7	of	of	ADP
bam-11571	8	8	ggo	ggo	PROPN
bam-11571	8	9	and	and	CCONJ
bam-11571	8	10	consolidation	consolidation	NOUN
bam-11571	8	11	volume	volume	NOUN
bam-11571	8	12	were	be	AUX
bam-11571	8	13	also	also	ADV
bam-11571	8	14	performed	perform	VERB
bam-11571	8	15	.	.	PUNCT
bam-11571	9	1	291	291	NUM
bam-11571	9	2	patients	patient	NOUN
bam-11571	9	3	(	(	PUNCT
bam-11571	9	4	mean	mean	VERB
bam-11571	9	5	age	age	NOUN
bam-11571	9	6	:	:	PUNCT
bam-11571	9	7	64.7	64.7	NUM
bam-11571	9	8	 	 	SPACE
bam-11571	9	9	±	±	NOUN
bam-11571	9	10	 	 	SPACE
bam-11571	9	11	7	7	NUM
bam-11571	9	12	;	;	PUNCT
bam-11571	9	13	129	129	NUM
bam-11571	9	14	males	male	NOUN
bam-11571	9	15	)	)	PUNCT
bam-11571	9	16	were	be	AUX
bam-11571	9	17	included	include	VERB
bam-11571	9	18	.	.	PUNCT
bam-11571	10	1	ggo	ggo	VERB
bam-11571	10	2	 	 	SPACE
bam-11571	10	3	+	+	NOUN
bam-11571	10	4	 	 	SPACE
bam-11571	10	5	consolidation	consolidation	NOUN
bam-11571	10	6	was	be	AUX
bam-11571	10	7	more	more	ADV
bam-11571	10	8	frequently	frequently	ADV
bam-11571	10	9	revealed	reveal	VERB
bam-11571	10	10	in	in	ADP
bam-11571	10	11	progress	progress	NOUN
bam-11571	10	12	-	-	PUNCT
bam-11571	10	13	to	to	ADP
bam-11571	10	14	-	-	PUNCT
bam-11571	10	15	severe	severe	ADJ
bam-11571	10	16	group	group	NOUN
bam-11571	10	17	whereas	whereas	SCONJ
bam-11571	10	18	pure	pure	ADJ
bam-11571	10	19	ggo	ggo	PROPN
bam-11571	10	20	was	be	AUX
bam-11571	10	21	more	more	ADV
bam-11571	10	22	likely	likely	ADJ
bam-11571	10	23	to	to	PART
bam-11571	10	24	be	be	AUX
bam-11571	10	25	found	find	VERB
bam-11571	10	26	in	in	ADP
bam-11571	10	27	non	non	ADJ
bam-11571	10	28	-	-	ADJ
bam-11571	10	29	severe	severe	ADJ
bam-11571	10	30	group	group	NOUN
bam-11571	10	31	.	.	PUNCT
bam-11571	11	1	compared	compare	VERB
bam-11571	11	2	to	to	ADP
bam-11571	11	3	non	non	ADJ
bam-11571	11	4	-	-	ADJ
bam-11571	11	5	severe	severe	ADJ
bam-11571	11	6	group	group	NOUN
bam-11571	11	7	,	,	PUNCT
bam-11571	11	8	patients	patient	NOUN
bam-11571	11	9	in	in	ADP
bam-11571	11	10	progress	progress	NOUN
bam-11571	11	11	-	-	PUNCT
bam-11571	11	12	to	to	ADP
bam-11571	11	13	-	-	PUNCT
bam-11571	11	14	severe	severe	ADJ
bam-11571	11	15	group	group	NOUN
bam-11571	11	16	had	have	VERB
bam-11571	11	17	larger	large	ADJ
bam-11571	11	18	ggo	ggo	PROPN
bam-11571	11	19	volume	volume	NOUN
bam-11571	11	20	percentage	percentage	NOUN
bam-11571	11	21	(	(	PUNCT
bam-11571	11	22	40.6%±	40.6%±	NUM
bam-11571	11	23	11.9%versus	11.9%versus	NUM
bam-11571	11	24	21.7%±	21.7%±	NUM
bam-11571	11	25	8.8	8.8	NUM
bam-11571	11	26	%	%	NOUN
bam-11571	11	27	,	,	PUNCT
bam-11571	11	28	p	p	NOUN
bam-11571	11	29	˂0.001	˂0.001	NOUN
bam-11571	11	30	)	)	PUNCT
bam-11571	11	31	as	as	ADV
bam-11571	11	32	well	well	ADV
bam-11571	11	33	as	as	ADP
bam-11571	11	34	consolidation	consolidation	NOUN
bam-11571	11	35	volume	volume	NOUN
bam-11571	11	36	percentage	percentage	NOUN
bam-11571	11	37	(	(	PUNCT
bam-11571	11	38	4.8	4.8	NUM
bam-11571	11	39	%	%	NOUN
bam-11571	11	40	 	 	SPACE
bam-11571	11	41	±	±	NOUN
bam-11571	11	42	 	 	SPACE
bam-11571	11	43	2	2	NUM
bam-11571	11	44	%	%	NOUN
bam-11571	11	45	versus	versus	ADP
bam-11571	11	46	1.9	1.9	NUM
bam-11571	11	47	%	%	NOUN
bam-11571	11	48	±	±	NOUN
bam-11571	11	49	 	 	SPACE
bam-11571	11	50	1	1	NUM
bam-11571	11	51	%	%	NOUN
bam-11571	11	52	,	,	PUNCT
bam-11571	11	53	p	p	X
bam-11571	11	54	 	 	SPACE
bam-11571	11	55	<	<	X
bam-11571	11	56	 	 	SPACE
bam-11571	11	57	0.001	0.001	NUM
bam-11571	11	58	)	)	PUNCT
bam-11571	11	59	.	.	PUNCT
bam-11571	12	1	among	among	ADP
bam-11571	12	2	imaging	imaging	NOUN
bam-11571	12	3	parameters	parameter	NOUN
bam-11571	12	4	,	,	PUNCT
bam-11571	12	5	consolidation	consolidation	NOUN
bam-11571	12	6	volume	volume	NOUN
bam-11571	12	7	percentage	percentage	NOUN
bam-11571	12	8	and	and	CCONJ
bam-11571	12	9	the	the	DET
bam-11571	12	10	largest	large	ADJ
bam-11571	12	11	area	area	NOUN
bam-11571	12	12	under	under	ADP
bam-11571	12	13	curve	curve	NOUN
bam-11571	12	14	(	(	PUNCT
bam-11571	12	15	auc	auc	NOUN
bam-11571	12	16	)	)	PUNCT
bam-11571	12	17	in	in	ADP
bam-11571	12	18	discriminating	discriminate	VERB
bam-11571	12	19	non	non	ADJ
bam-11571	12	20	-	-	ADJ
bam-11571	12	21	severe	severe	ADJ
bam-11571	12	22	from	from	ADP
bam-11571	12	23	progress	progress	NOUN
bam-11571	12	24	-	-	PUNCT
bam-11571	12	25	to	to	ADP
bam-11571	12	26	-	-	PUNCT
bam-11571	12	27	severe	severe	ADJ
bam-11571	12	28	group	group	NOUN
bam-11571	12	29	(	(	PUNCT
bam-11571	12	30	auc	auc	NOUN
bam-11571	12	31	 	 	SPACE
bam-11571	12	32	=	=	NOUN
bam-11571	12	33	 	 	SPACE
bam-11571	12	34	0.91	0.91	NUM
bam-11571	12	35	,	,	PUNCT
bam-11571	12	36	p	p	X
bam-11571	12	37	 	 	SPACE
bam-11571	12	38	<	<	X
bam-11571	12	39	 	 	SPACE
bam-11571	12	40	0.001	0.001	NUM
bam-11571	12	41	)	)	PUNCT
bam-11571	12	42	.	.	PUNCT
bam-11571	13	1	according	accord	VERB
bam-11571	13	2	to	to	ADP
bam-11571	13	3	multivariate	multivariate	NOUN
bam-11571	13	4	regression	regression	NOUN
bam-11571	13	5	,	,	PUNCT
bam-11571	13	6	consolidation	consolidation	NOUN
bam-11571	13	7	volume	volume	NOUN
bam-11571	13	8	was	be	AUX
bam-11571	13	9	the	the	DET
bam-11571	13	10	strongest	strong	ADJ
bam-11571	13	11	predictor	predictor	NOUN
bam-11571	13	12	for	for	ADP
bam-11571	13	13	disease	disease	NOUN
bam-11571	13	14	progression	progression	NOUN
bam-11571	13	15	.	.	PUNCT
bam-11571	14	1	in	in	ADP
bam-11571	14	2	conclusion	conclusion	NOUN
bam-11571	14	3	,	,	PUNCT
bam-11571	14	4	the	the	DET
bam-11571	14	5	consolidation	consolidation	NOUN
bam-11571	14	6	volume	volume	NOUN
bam-11571	14	7	measured	measure	VERB
bam-11571	14	8	on	on	ADP
bam-11571	14	9	the	the	DET
bam-11571	14	10	initial	initial	ADJ
bam-11571	14	11	chest	chest	NOUN
bam-11571	14	12	ct	ct	NUM
bam-11571	14	13	was	be	AUX
bam-11571	14	14	the	the	DET
bam-11571	14	15	most	most	ADV
bam-11571	14	16	accurate	accurate	ADJ
bam-11571	14	17	predictor	predictor	NOUN
bam-11571	14	18	of	of	ADP
bam-11571	14	19	disease	disease	NOUN
bam-11571	14	20	progression	progression	NOUN
bam-11571	14	21	,	,	PUNCT
bam-11571	14	22	and	and	CCONJ
bam-11571	14	23	a	a	DET
bam-11571	14	24	larger	large	ADJ
bam-11571	14	25	consolidation	consolidation	NOUN
bam-11571	14	26	volume	volume	NOUN
bam-11571	14	27	was	be	AUX
bam-11571	14	28	associated	associate	VERB
bam-11571	14	29	with	with	ADP
bam-11571	14	30	a	a	DET
bam-11571	14	31	poor	poor	ADJ
bam-11571	14	32	clinical	clinical	ADJ
bam-11571	14	33	outcome	outcome	NOUN
bam-11571	14	34	.	.	PUNCT
bam-11571	15	1	in	in	ADP
bam-11571	15	2	patients	patient	NOUN
bam-11571	15	3	with	with	ADP
bam-11571	15	4	covid-19	covid-19	PROPN
bam-11571	15	5	,	,	PUNCT
bam-11571	15	6	ai	ai	ADJ
bam-11571	15	7	-	-	PUNCT
bam-11571	15	8	assisted	assist	VERB
bam-11571	15	9	lesion	lesion	NOUN
bam-11571	15	10	quantification	quantification	NOUN
bam-11571	15	11	was	be	AUX
bam-11571	15	12	useful	useful	ADJ
bam-11571	15	13	for	for	ADP
bam-11571	15	14	risk	risk	NOUN
bam-11571	15	15	stratification	stratification	NOUN
bam-11571	15	16	and	and	CCONJ
bam-11571	15	17	prognosis	prognosis	NOUN
bam-11571	15	18	evaluation	evaluation	NOUN
bam-11571	15	19	.	.	PUNCT
bam-11571	16	1	key	key	ADJ
bam-11571	16	2	words	word	NOUN
bam-11571	16	3	:	:	PUNCT
bam-11571	16	4	covid-19	covid-19	PROPN
bam-11571	16	5	;	;	PUNCT
bam-11571	16	6	computed	compute	VERB
bam-11571	16	7	tomography	tomography	NOUN
bam-11571	16	8	;	;	PUNCT
bam-11571	16	9	pulmonary	pulmonary	ADJ
bam-11571	16	10	ct	ct	PROPN
bam-11571	16	11	scan	scan	NOUN
bam-11571	16	12	;	;	PUNCT
bam-11571	16	13	artificial	artificial	ADJ
bam-11571	16	14	intelligence	intelligence	NOUN
bam-11571	16	15	.	.	PUNCT
bam-11571	17	1	eur	eur	PROPN
bam-11571	17	2	j	j	PROPN
bam-11571	17	3	transl	transl	PROPN
bam-11571	17	4	myol	myol	ADV
bam-11571	17	5	33	33	NUM
bam-11571	17	6	(	(	PUNCT
bam-11571	17	7	3	3	NUM
bam-11571	17	8	)	)	PUNCT
bam-11571	17	9	11571	11571	NUM
bam-11571	17	10	,	,	PUNCT
bam-11571	17	11	2023	2023	NUM
bam-11571	17	12	doi	doi	NOUN
bam-11571	17	13	:	:	PUNCT
bam-11571	17	14	10.4081	10.4081	NUM
bam-11571	17	15	/	/	SYM
bam-11571	17	16	ejtm.2023.11571	ejtm.2023.11571	NUM
bam-11571	17	17	coronavirus	coronavirus	NOUN
bam-11571	17	18	disease	disease	NOUN
bam-11571	17	19	2019	2019	NUM
bam-11571	17	20	(	(	PUNCT
bam-11571	17	21	covid-19	covid-19	PROPN
bam-11571	17	22	)	)	PUNCT
bam-11571	17	23	,	,	PUNCT
bam-11571	17	24	which	which	PRON
bam-11571	17	25	is	be	AUX
bam-11571	17	26	caused	cause	VERB
bam-11571	17	27	by	by	ADP
bam-11571	17	28	the	the	DET
bam-11571	17	29	severe	severe	ADJ
bam-11571	17	30	acute	acute	ADJ
bam-11571	17	31	respiratory	respiratory	ADJ
bam-11571	17	32	syndrome	syndrome	NOUN
bam-11571	17	33	coronavirus	coronavirus	NOUN
bam-11571	17	34	(	(	PUNCT
bam-11571	17	35	sars	sar	NOUN
bam-11571	17	36	-	-	PUNCT
bam-11571	17	37	cov-2	cov-2	NOUN
bam-11571	17	38	)	)	PUNCT
bam-11571	17	39	,	,	PUNCT
bam-11571	17	40	has	have	AUX
bam-11571	17	41	been	be	AUX
bam-11571	17	42	the	the	DET
bam-11571	17	43	most	most	ADV
bam-11571	17	44	significant	significant	ADJ
bam-11571	17	45	global	global	ADJ
bam-11571	17	46	health	health	NOUN
bam-11571	17	47	concern	concern	NOUN
bam-11571	17	48	over	over	ADP
bam-11571	17	49	the	the	DET
bam-11571	17	50	past	past	ADJ
bam-11571	17	51	few	few	ADJ
bam-11571	17	52	years.1	years.1	PROPN
bam-11571	17	53	numerous	numerous	ADJ
bam-11571	17	54	material	material	NOUN
bam-11571	17	55	and	and	CCONJ
bam-11571	17	56	human	human	ADJ
bam-11571	17	57	resources	resource	NOUN
bam-11571	17	58	have	have	AUX
bam-11571	17	59	been	be	AUX
bam-11571	17	60	devoted	devote	VERB
bam-11571	17	61	to	to	ADP
bam-11571	17	62	the	the	DET
bam-11571	17	63	diagnosis	diagnosis	NOUN
bam-11571	17	64	and	and	CCONJ
bam-11571	17	65	treatment	treatment	NOUN
bam-11571	17	66	of	of	ADP
bam-11571	17	67	covid-19	covid-19	PROPN
bam-11571	17	68	,	,	PUNCT
bam-11571	17	69	whose	whose	DET
bam-11571	17	70	clinical	clinical	ADJ
bam-11571	17	71	spectrum	spectrum	NOUN
bam-11571	17	72	ranges	range	VERB
bam-11571	17	73	from	from	ADP
bam-11571	17	74	moderate	moderate	ADJ
bam-11571	17	75	to	to	ADP
bam-11571	17	76	severe	severe	ADJ
bam-11571	17	77	disease	disease	NOUN
bam-11571	17	78	.	.	PUNCT
bam-11571	18	1	the	the	DET
bam-11571	18	2	majority	majority	NOUN
bam-11571	18	3	of	of	ADP
bam-11571	18	4	confirmed	confirm	VERB
bam-11571	18	5	cases	case	NOUN
bam-11571	18	6	are	be	AUX
bam-11571	18	7	classified	classify	VERB
bam-11571	18	8	as	as	ADP
bam-11571	18	9	mild	mild	ADJ
bam-11571	18	10	,	,	PUNCT
bam-11571	18	11	whereas	whereas	SCONJ
bam-11571	18	12	a	a	DET
bam-11571	18	13	few	few	ADJ
bam-11571	18	14	require	require	NOUN
bam-11571	18	15	hospitalization	hospitalization	NOUN
bam-11571	18	16	or	or	CCONJ
bam-11571	18	17	even	even	ADV
bam-11571	18	18	lead	lead	VERB
bam-11571	18	19	to	to	ADP
bam-11571	18	20	respiratory	respiratory	ADJ
bam-11571	18	21	failure	failure	NOUN
bam-11571	18	22	and	and	CCONJ
bam-11571	18	23	mortality.2,3	mortality.2,3	NOUN
bam-11571	18	24	important	important	ADJ
bam-11571	18	25	for	for	ADP
bam-11571	18	26	providing	provide	VERB
bam-11571	18	27	appropriate	appropriate	ADJ
bam-11571	18	28	management	management	NOUN
bam-11571	18	29	and	and	CCONJ
bam-11571	18	30	follow	follow	VERB
bam-11571	18	31	-	-	PUNCT
bam-11571	18	32	up	up	ADP
bam-11571	18	33	assessments	assessment	NOUN
bam-11571	18	34	while	while	SCONJ
bam-11571	18	35	maximizing	maximize	VERB
bam-11571	18	36	the	the	DET
bam-11571	18	37	use	use	NOUN
bam-11571	18	38	of	of	ADP
bam-11571	18	39	limited	limited	ADJ
bam-11571	18	40	resources	resource	NOUN
bam-11571	18	41	is	be	AUX
bam-11571	18	42	the	the	DET
bam-11571	18	43	timely	timely	ADJ
bam-11571	18	44	identification	identification	NOUN
bam-11571	18	45	of	of	ADP
bam-11571	18	46	high	high	ADJ
bam-11571	18	47	-	-	PUNCT
bam-11571	18	48	risk	risk	NOUN
bam-11571	18	49	patients.3	patients.3	NOUN
bam-11571	18	50	it	it	PRON
bam-11571	18	51	has	have	AUX
bam-11571	18	52	been	be	AUX
bam-11571	18	53	established	establish	VERB
bam-11571	18	54	that	that	SCONJ
bam-11571	18	55	chest	chest	NOUN
bam-11571	18	56	computed	compute	VERB
bam-11571	18	57	tomography	tomography	NOUN
bam-11571	18	58	(	(	PUNCT
bam-11571	18	59	ct	ct	NOUN
bam-11571	18	60	)	)	PUNCT
bam-11571	18	61	is	be	AUX
bam-11571	18	62	the	the	DET
bam-11571	18	63	imaging	imaging	NOUN
bam-11571	18	64	modality	modality	NOUN
bam-11571	18	65	of	of	ADP
bam-11571	18	66	choice	choice	NOUN
bam-11571	18	67	for	for	ADP
bam-11571	18	68	rapid	rapid	ADJ
bam-11571	18	69	identification	identification	NOUN
bam-11571	18	70	and	and	CCONJ
bam-11571	18	71	monitoring	monitoring	NOUN
bam-11571	18	72	of	of	ADP
bam-11571	18	73	the	the	DET
bam-11571	18	74	disease	disease	NOUN
bam-11571	18	75	course	course	NOUN
bam-11571	18	76	in	in	ADP
bam-11571	18	77	covid-19	covid-19	PROPN
bam-11571	18	78	pneumonia.4	pneumonia.4	PROPN
bam-11571	18	79	comparatively	comparatively	ADV
bam-11571	18	80	to	to	PART
bam-11571	18	81	reverse	reverse	VERB
bam-11571	18	82	transcription	transcription	NOUN
bam-11571	18	83	polymerase	polymerase	NOUN
bam-11571	18	84	chain	chain	NOUN
bam-11571	18	85	reaction	reaction	NOUN
bam-11571	18	86	(	(	PUNCT
bam-11571	18	87	rt	rt	NOUN
bam-11571	18	88	-	-	PUNCT
bam-11571	18	89	pcr	pcr	NOUN
bam-11571	18	90	)	)	PUNCT
bam-11571	18	91	,	,	PUNCT
bam-11571	18	92	chest	chest	NOUN
bam-11571	18	93	ct	ct	PROPN
bam-11571	18	94	has	have	VERB
bam-11571	18	95	an	an	DET
bam-11571	18	96	extremely	extremely	ADV
bam-11571	18	97	high	high	ADJ
bam-11571	18	98	sensitivity	sensitivity	NOUN
bam-11571	18	99	for	for	ADP
bam-11571	18	100	identifying	identify	VERB
bam-11571	18	101	covid-19	covid-19	PROPN
bam-11571	18	102	pneumonia	pneumonia	NOUN
bam-11571	18	103	.	.	PUNCT
bam-11571	19	1	it	it	PRON
bam-11571	19	2	was	be	AUX
bam-11571	19	3	also	also	ADV
bam-11571	19	4	revealed	reveal	VERB
bam-11571	19	5	that	that	SCONJ
bam-11571	19	6	the	the	DET
bam-11571	19	7	severity	severity	NOUN
bam-11571	19	8	of	of	ADP
bam-11571	19	9	the	the	DET
bam-11571	19	10	pulmonary	pulmonary	ADJ
bam-11571	19	11	lesions	lesion	NOUN
bam-11571	19	12	played	play	VERB
bam-11571	19	13	a	a	DET
bam-11571	19	14	role	role	NOUN
bam-11571	19	15	in	in	ADP
bam-11571	19	16	the	the	DET
bam-11571	19	17	patient	patient	NOUN
bam-11571	19	18	's	's	PART
bam-11571	19	19	prognosis.4,5	prognosis.4,5	NOUN
bam-11571	19	20	however	however	ADV
bam-11571	19	21	,	,	PUNCT
bam-11571	19	22	visual	visual	ADJ
bam-11571	19	23	evaluation	evaluation	NOUN
bam-11571	19	24	of	of	ADP
bam-11571	19	25	ct	ct	NUM
bam-11571	19	26	images	image	NOUN
bam-11571	19	27	may	may	AUX
bam-11571	19	28	be	be	AUX
bam-11571	19	29	associated	associate	VERB
bam-11571	19	30	with	with	ADP
bam-11571	19	31	greater	great	ADJ
bam-11571	19	32	variability	variability	NOUN
bam-11571	19	33	,	,	PUNCT
bam-11571	19	34	and	and	CCONJ
bam-11571	19	35	the	the	DET
bam-11571	19	36	vast	vast	ADJ
bam-11571	19	37	volume	volume	NOUN
bam-11571	19	38	of	of	ADP
bam-11571	19	39	daily	daily	PROPN
bam-11571	19	40	ct	ct	PROPN
bam-11571	19	41	scans	scan	NOUN
bam-11571	19	42	is	be	AUX
bam-11571	19	43	a	a	DET
bam-11571	19	44	significant	significant	ADJ
bam-11571	19	45	challenge	challenge	NOUN
bam-11571	19	46	for	for	ADP
bam-11571	19	47	radiologists.6	radiologists.6	ADJ
bam-11571	19	48	artificial	artificial	ADJ
bam-11571	19	49	intelligence	intelligence	NOUN
bam-11571	19	50	(	(	PUNCT
bam-11571	19	51	ai	ai	AUX
bam-11571	19	52	)	)	PUNCT
bam-11571	19	53	using	use	VERB
bam-11571	19	54	deep	deep	ADJ
bam-11571	19	55	learning	learning	NOUN
bam-11571	19	56	has	have	AUX
bam-11571	19	57	been	be	AUX
bam-11571	19	58	advocated	advocate	VERB
bam-11571	19	59	for	for	ADP
bam-11571	19	60	automated	automate	VERB
bam-11571	19	61	reading	reading	NOUN
bam-11571	19	62	and	and	CCONJ
bam-11571	19	63	quantification	quantification	NOUN
bam-11571	19	64	of	of	ADP
bam-11571	19	65	parenchymal	parenchymal	ADJ
bam-11571	19	66	involvement	involvement	NOUN
bam-11571	19	67	ct	ct	PRON
bam-11571	19	68	scan	scan	VERB
bam-11571	19	69	for	for	ADP
bam-11571	19	70	prognosis	prognosis	NOUN
bam-11571	19	71	of	of	ADP
bam-11571	19	72	covid-19	covid-19	PROPN
bam-11571	19	73	by	by	ADP
bam-11571	19	74	deep	deep	ADJ
bam-11571	19	75	learning	learn	VERB
bam-11571	19	76	eur	eur	PROPN
bam-11571	19	77	j	j	PROPN
bam-11571	19	78	transl	transl	PROPN
bam-11571	19	79	myol	myol	ADV
bam-11571	19	80	33	33	NUM
bam-11571	19	81	(	(	PUNCT
bam-11571	19	82	3	3	NUM
bam-11571	19	83	)	)	PUNCT
bam-11571	19	84	11571	11571	NUM
bam-11571	19	85	,	,	PUNCT
bam-11571	19	86	2023	2023	NUM
bam-11571	19	87	doi	doi	NOUN
bam-11571	19	88	:	:	PUNCT
bam-11571	19	89	10.4081	10.4081	NUM
bam-11571	19	90	/	/	SYM
bam-11571	19	91	ejtm.2023.11571	ejtm.2023.11571	NUM
bam-11571	19	92	2	2	NUM
bam-11571	19	93	on	on	ADP
bam-11571	19	94	ct	ct	PROPN
bam-11571	19	95	-	-	PUNCT
bam-11571	19	96	scans	scan	NOUN
bam-11571	19	97	,	,	PUNCT
bam-11571	19	98	helping	help	VERB
bam-11571	19	99	speed	speed	VERB
bam-11571	19	100	up	up	ADP
bam-11571	19	101	the	the	DET
bam-11571	19	102	reading	reading	NOUN
bam-11571	19	103	time	time	NOUN
bam-11571	19	104	and	and	CCONJ
bam-11571	19	105	reducing	reduce	VERB
bam-11571	19	106	the	the	DET
bam-11571	19	107	burden	burden	NOUN
bam-11571	19	108	of	of	ADP
bam-11571	19	109	the	the	DET
bam-11571	19	110	radiologists.7	radiologists.7	NOUN
bam-11571	19	111	in	in	ADP
bam-11571	19	112	comparison	comparison	NOUN
bam-11571	19	113	to	to	ADP
bam-11571	19	114	visual	visual	ADJ
bam-11571	19	115	analysis	analysis	NOUN
bam-11571	19	116	,	,	PUNCT
bam-11571	19	117	it	it	PRON
bam-11571	19	118	permits	permit	VERB
bam-11571	19	119	a	a	DET
bam-11571	19	120	more	more	ADV
bam-11571	19	121	precise	precise	ADJ
bam-11571	19	122	quantification	quantification	NOUN
bam-11571	19	123	of	of	ADP
bam-11571	19	124	pulmonary	pulmonary	ADJ
bam-11571	19	125	lesions	lesion	NOUN
bam-11571	19	126	based	base	VERB
bam-11571	19	127	on	on	ADP
bam-11571	19	128	varying	vary	VERB
bam-11571	19	129	attenuation	attenuation	NOUN
bam-11571	19	130	thresholds.7	thresholds.7	NOUN
bam-11571	19	131	furthermore	furthermore	ADV
bam-11571	19	132	,	,	PUNCT
bam-11571	19	133	ai	ai	VERB
bam-11571	19	134	was	be	AUX
bam-11571	19	135	found	find	VERB
bam-11571	19	136	to	to	PART
bam-11571	19	137	be	be	AUX
bam-11571	19	138	useful	useful	ADJ
bam-11571	19	139	in	in	ADP
bam-11571	19	140	identifying	identify	VERB
bam-11571	19	141	covid-19	covid-19	PROPN
bam-11571	19	142	pneumonia	pneumonia	NOUN
bam-11571	19	143	of	of	ADP
bam-11571	19	144	other	other	ADJ
bam-11571	19	145	origin	origin	NOUN
bam-11571	19	146	using	use	VERB
bam-11571	19	147	chest	chest	NOUN
bam-11571	19	148	ct	ct	NUM
bam-11571	19	149	with	with	ADP
bam-11571	19	150	good	good	ADJ
bam-11571	19	151	diagnostic	diagnostic	ADJ
bam-11571	19	152	accuracy	accuracy	NOUN
bam-11571	19	153	as	as	ADV
bam-11571	19	154	well	well	ADV
bam-11571	19	155	as	as	ADP
bam-11571	19	156	predicting	predict	VERB
bam-11571	19	157	covid-19	covid-19	PROPN
bam-11571	19	158	respiratory	respiratory	NOUN
bam-11571	19	159	problems.8	problems.8	PROPN
bam-11571	19	160	however	however	ADV
bam-11571	19	161	,	,	PUNCT
bam-11571	19	162	there	there	PRON
bam-11571	19	163	is	be	VERB
bam-11571	19	164	a	a	DET
bam-11571	19	165	lack	lack	NOUN
bam-11571	19	166	of	of	ADP
bam-11571	19	167	consensus	consensus	NOUN
bam-11571	19	168	in	in	ADP
bam-11571	19	169	the	the	DET
bam-11571	19	170	scientific	scientific	ADJ
bam-11571	19	171	literature	literature	NOUN
bam-11571	19	172	regarding	regard	VERB
bam-11571	19	173	the	the	DET
bam-11571	19	174	factors	factor	NOUN
bam-11571	19	175	that	that	PRON
bam-11571	19	176	can	can	AUX
bam-11571	19	177	predict	predict	VERB
bam-11571	19	178	the	the	DET
bam-11571	19	179	probability	probability	NOUN
bam-11571	19	180	of	of	ADP
bam-11571	19	181	death	death	NOUN
bam-11571	19	182	or	or	CCONJ
bam-11571	19	183	experiencing	experience	VERB
bam-11571	19	184	a	a	DET
bam-11571	19	185	worsening	worsening	NOUN
bam-11571	19	186	of	of	ADP
bam-11571	19	187	clinical	clinical	ADJ
bam-11571	19	188	condition	condition	NOUN
bam-11571	19	189	in	in	ADP
bam-11571	19	190	covid-19	covid-19	PROPN
bam-11571	19	191	patients.9	patients.9	NOUN
bam-11571	19	192	using	use	VERB
bam-11571	19	193	a	a	DET
bam-11571	19	194	combination	combination	NOUN
bam-11571	19	195	of	of	ADP
bam-11571	19	196	ai	ai	NOUN
bam-11571	19	197	-	-	PUNCT
bam-11571	19	198	based	base	VERB
bam-11571	19	199	ct	ct	NUM
bam-11571	19	200	analysis	analysis	NOUN
bam-11571	19	201	and	and	CCONJ
bam-11571	19	202	clinical	clinical	ADJ
bam-11571	19	203	and	and	CCONJ
bam-11571	19	204	laboratory	laboratory	NOUN
bam-11571	19	205	data	datum	NOUN
bam-11571	19	206	,	,	PUNCT
bam-11571	19	207	a	a	DET
bam-11571	19	208	more	more	ADV
bam-11571	19	209	accurate	accurate	ADJ
bam-11571	19	210	prognosis	prognosis	NOUN
bam-11571	19	211	could	could	AUX
bam-11571	19	212	be	be	AUX
bam-11571	19	213	determined	determine	VERB
bam-11571	19	214	.	.	PUNCT
bam-11571	20	1	therefore	therefore	ADV
bam-11571	20	2	,	,	PUNCT
bam-11571	20	3	the	the	DET
bam-11571	20	4	purpose	purpose	NOUN
bam-11571	20	5	of	of	ADP
bam-11571	20	6	this	this	DET
bam-11571	20	7	research	research	NOUN
bam-11571	20	8	is	be	AUX
bam-11571	20	9	to	to	PART
bam-11571	20	10	evaluate	evaluate	VERB
bam-11571	20	11	the	the	DET
bam-11571	20	12	accuracy	accuracy	NOUN
bam-11571	20	13	of	of	ADP
bam-11571	20	14	aiassisted	aiassiste	VERB
bam-11571	20	15	quantification	quantification	NOUN
bam-11571	20	16	in	in	ADP
bam-11571	20	17	comparison	comparison	NOUN
bam-11571	20	18	to	to	ADP
bam-11571	20	19	conventional	conventional	ADJ
bam-11571	20	20	ct	ct	NUM
bam-11571	20	21	parameters	parameter	NOUN
bam-11571	20	22	reviewed	review	VERB
bam-11571	20	23	by	by	ADP
bam-11571	20	24	a	a	DET
bam-11571	20	25	radiologist	radiologist	NOUN
bam-11571	20	26	in	in	ADP
bam-11571	20	27	predicting	predict	VERB
bam-11571	20	28	the	the	DET
bam-11571	20	29	severity	severity	NOUN
bam-11571	20	30	,	,	PUNCT
bam-11571	20	31	progression	progression	NOUN
bam-11571	20	32	,	,	PUNCT
bam-11571	20	33	and	and	CCONJ
bam-11571	20	34	clinical	clinical	ADJ
bam-11571	20	35	outcome	outcome	NOUN
bam-11571	20	36	of	of	ADP
bam-11571	20	37	the	the	DET
bam-11571	20	38	disease	disease	NOUN
bam-11571	20	39	.	.	PUNCT
bam-11571	21	1	materials	material	NOUN
bam-11571	21	2	and	and	CCONJ
bam-11571	21	3	methods	method	NOUN
bam-11571	21	4	the	the	DET
bam-11571	21	5	study	study	NOUN
bam-11571	21	6	protocol	protocol	NOUN
bam-11571	21	7	was	be	AUX
bam-11571	21	8	approved	approve	VERB
bam-11571	21	9	by	by	ADP
bam-11571	21	10	the	the	DET
bam-11571	21	11	research	research	PROPN
bam-11571	21	12	committee	committee	PROPN
bam-11571	21	13	of	of	ADP
bam-11571	21	14	aja	aja	PROPN
bam-11571	21	15	university	university	PROPN
bam-11571	21	16	of	of	ADP
bam-11571	21	17	medical	medical	ADJ
bam-11571	21	18	sciences	science	NOUN
bam-11571	21	19	,	,	PUNCT
bam-11571	21	20	and	and	CCONJ
bam-11571	21	21	the	the	DET
bam-11571	21	22	ethics	ethic	NOUN
bam-11571	21	23	committee	committee	PROPN
bam-11571	21	24	also	also	ADV
bam-11571	21	25	approved	approve	VERB
bam-11571	21	26	it	it	PRON
bam-11571	21	27	(	(	PUNCT
bam-11571	21	28	code	code	NOUN
bam-11571	21	29	no	no	NOUN
bam-11571	21	30	:	:	PUNCT
bam-11571	21	31	ir.ajaums.rec.1400.209	ir.ajaums.rec.1400.209	NOUN
bam-11571	21	32	)	)	PUNCT
bam-11571	21	33	.	.	PUNCT
bam-11571	22	1	the	the	DET
bam-11571	22	2	current	current	ADJ
bam-11571	22	3	study	study	NOUN
bam-11571	22	4	is	be	AUX
bam-11571	22	5	a	a	DET
bam-11571	22	6	cross	cross	ADJ
bam-11571	22	7	-	-	ADJ
bam-11571	22	8	sectional	sectional	ADJ
bam-11571	22	9	study	study	NOUN
bam-11571	22	10	that	that	PRON
bam-11571	22	11	was	be	AUX
bam-11571	22	12	conducted	conduct	VERB
bam-11571	22	13	on	on	ADP
bam-11571	22	14	patients	patient	NOUN
bam-11571	22	15	who	who	PRON
bam-11571	22	16	were	be	AUX
bam-11571	22	17	admitted	admit	VERB
bam-11571	22	18	to	to	ADP
bam-11571	22	19	the	the	DET
bam-11571	22	20	501	501	NUM
bam-11571	22	21	army	army	NOUN
bam-11571	22	22	hospital	hospital	NOUN
bam-11571	22	23	in	in	ADP
bam-11571	22	24	tehran	tehran	PROPN
bam-11571	22	25	with	with	ADP
bam-11571	22	26	the	the	DET
bam-11571	22	27	diagnosis	diagnosis	NOUN
bam-11571	22	28	of	of	ADP
bam-11571	22	29	covid-19	covid-19	PROPN
bam-11571	22	30	and	and	CCONJ
bam-11571	22	31	underwent	undergo	VERB
bam-11571	22	32	a	a	DET
bam-11571	22	33	pulmonary	pulmonary	NOUN
bam-11571	22	34	ct	ct	NOUN
bam-11571	22	35	scan	scan	NOUN
bam-11571	22	36	between	between	ADP
bam-11571	22	37	august	august	PROPN
bam-11571	22	38	23th	23th	PROPN
bam-11571	22	39	,	,	PUNCT
bam-11571	22	40	2021	2021	NUM
bam-11571	22	41	to	to	ADP
bam-11571	22	42	december	december	PROPN
bam-11571	22	43	21th	21th	NUM
bam-11571	22	44	,	,	PUNCT
bam-11571	22	45	2022	2022	NUM
bam-11571	22	46	.	.	PUNCT
bam-11571	23	1	the	the	DET
bam-11571	23	2	sars	sars	PROPN
bam-11571	23	3	-	-	PUNCT
bam-11571	23	4	cov2	cov2	PROPN
bam-11571	23	5	positivity	positivity	NOUN
bam-11571	23	6	was	be	AUX
bam-11571	23	7	determined	determine	VERB
bam-11571	23	8	by	by	ADP
bam-11571	23	9	reverse	reverse	NOUN
bam-11571	23	10	-	-	PUNCT
bam-11571	23	11	transcriptase	transcriptase	NOUN
bam-11571	23	12	polymerase	polymerase	NOUN
bam-11571	23	13	chain	chain	NOUN
bam-11571	23	14	reaction	reaction	NOUN
bam-11571	23	15	(	(	PUNCT
bam-11571	23	16	rtpcr	rtpcr	PROPN
bam-11571	23	17	)	)	PUNCT
bam-11571	23	18	of	of	ADP
bam-11571	23	19	standard	standard	ADJ
bam-11571	23	20	nasopharyngeal	nasopharyngeal	ADJ
bam-11571	23	21	and	and	CCONJ
bam-11571	23	22	oropharyngeal	oropharyngeal	NOUN
bam-11571	23	23	swab	swab	NOUN
bam-11571	23	24	specimens	specimen	NOUN
bam-11571	23	25	.	.	PUNCT
bam-11571	24	1	only	only	ADV
bam-11571	24	2	symptomatic	symptomatic	ADJ
bam-11571	24	3	patients	patient	NOUN
bam-11571	24	4	were	be	AUX
bam-11571	24	5	included	include	VERB
bam-11571	24	6	who	who	PRON
bam-11571	24	7	had	have	VERB
bam-11571	24	8	at	at	ADV
bam-11571	24	9	least	least	ADJ
bam-11571	24	10	one	one	NUM
bam-11571	24	11	of	of	ADP
bam-11571	24	12	the	the	DET
bam-11571	24	13	following	follow	VERB
bam-11571	24	14	symptoms	symptom	NOUN
bam-11571	24	15	:	:	PUNCT
bam-11571	24	16	fever	fever	NOUN
bam-11571	24	17	or	or	CCONJ
bam-11571	24	18	chills	chill	NOUN
bam-11571	24	19	,	,	PUNCT
bam-11571	24	20	dry	dry	ADJ
bam-11571	24	21	cough	cough	NOUN
bam-11571	24	22	,	,	PUNCT
bam-11571	24	23	fatigue	fatigue	NOUN
bam-11571	24	24	,	,	PUNCT
bam-11571	24	25	sputum	sputum	NOUN
bam-11571	24	26	production	production	NOUN
bam-11571	24	27	,	,	PUNCT
bam-11571	24	28	shortness	shortness	NOUN
bam-11571	24	29	of	of	ADP
bam-11571	24	30	breath	breath	NOUN
bam-11571	24	31	,	,	PUNCT
bam-11571	24	32	muscle	muscle	NOUN
bam-11571	24	33	or	or	CCONJ
bam-11571	24	34	joint	joint	ADJ
bam-11571	24	35	pain	pain	NOUN
bam-11571	24	36	,	,	PUNCT
bam-11571	24	37	sore	sore	ADJ
bam-11571	24	38	throat	throat	NOUN
bam-11571	24	39	,	,	PUNCT
bam-11571	24	40	headache	headache	NOUN
bam-11571	24	41	,	,	PUNCT
bam-11571	24	42	gastrointestinal	gastrointestinal	ADJ
bam-11571	24	43	symptoms	symptom	NOUN
bam-11571	24	44	,	,	PUNCT
bam-11571	24	45	and	and	CCONJ
bam-11571	24	46	loss	loss	NOUN
bam-11571	24	47	of	of	ADP
bam-11571	24	48	smell	smell	NOUN
bam-11571	24	49	or	or	CCONJ
bam-11571	24	50	taste	taste	NOUN
bam-11571	24	51	.	.	PUNCT
bam-11571	25	1	the	the	DET
bam-11571	25	2	exclusion	exclusion	NOUN
bam-11571	25	3	criteria	criterion	NOUN
bam-11571	25	4	were	be	AUX
bam-11571	25	5	:	:	PUNCT
bam-11571	25	6	i	i	X
bam-11571	25	7	)	)	PUNCT
bam-11571	25	8	the	the	DET
bam-11571	25	9	image	image	NOUN
bam-11571	25	10	quality	quality	NOUN
bam-11571	25	11	of	of	ADP
bam-11571	25	12	chest	chest	NOUN
bam-11571	25	13	ct	ct	PRON
bam-11571	25	14	was	be	AUX
bam-11571	25	15	significantly	significantly	ADV
bam-11571	25	16	impaired	impaired	ADJ
bam-11571	25	17	so	so	SCONJ
bam-11571	25	18	that	that	SCONJ
bam-11571	25	19	ai	ai	NOUN
bam-11571	25	20	-	-	PUNCT
bam-11571	25	21	based	base	VERB
bam-11571	25	22	quantification	quantification	NOUN
bam-11571	25	23	was	be	AUX
bam-11571	25	24	not	not	PART
bam-11571	25	25	feasible	feasible	ADJ
bam-11571	25	26	;	;	PUNCT
bam-11571	25	27	ii	ii	X
bam-11571	25	28	)	)	PUNCT
bam-11571	25	29	patients	patient	NOUN
bam-11571	25	30	had	have	AUX
bam-11571	25	31	superimposed	superimpose	VERB
bam-11571	25	32	infections	infection	NOUN
bam-11571	25	33	of	of	ADP
bam-11571	25	34	other	other	ADJ
bam-11571	25	35	pathogens	pathogen	NOUN
bam-11571	25	36	;	;	PUNCT
bam-11571	25	37	and	and	CCONJ
bam-11571	25	38	iii	iii	X
bam-11571	25	39	)	)	PUNCT
bam-11571	25	40	patients	patient	NOUN
bam-11571	25	41	were	be	AUX
bam-11571	25	42	initially	initially	ADV
bam-11571	25	43	classified	classify	VERB
bam-11571	25	44	as	as	ADP
bam-11571	25	45	severe	severe	ADJ
bam-11571	25	46	on	on	ADP
bam-11571	25	47	admission	admission	NOUN
bam-11571	25	48	.	.	PUNCT
bam-11571	26	1	the	the	DET
bam-11571	26	2	initial	initial	ADJ
bam-11571	26	3	ct	ct	PROPN
bam-11571	26	4	scan	scan	NOUN
bam-11571	26	5	on	on	ADP
bam-11571	26	6	admission	admission	NOUN
bam-11571	26	7	was	be	AUX
bam-11571	26	8	used	use	VERB
bam-11571	26	9	for	for	ADP
bam-11571	26	10	further	further	ADJ
bam-11571	26	11	analysis	analysis	NOUN
bam-11571	26	12	.	.	PUNCT
bam-11571	27	1	medical	medical	ADJ
bam-11571	27	2	history	history	NOUN
bam-11571	27	3	data	datum	NOUN
bam-11571	27	4	including	include	VERB
bam-11571	27	5	age	age	NOUN
bam-11571	27	6	,	,	PUNCT
bam-11571	27	7	sex	sex	NOUN
bam-11571	27	8	,	,	PUNCT
bam-11571	27	9	body	body	NOUN
bam-11571	27	10	mass	mass	NOUN
bam-11571	27	11	index	index	NOUN
bam-11571	27	12	(	(	PUNCT
bam-11571	27	13	bmi	bmi	PROPN
bam-11571	27	14	)	)	PUNCT
bam-11571	27	15	,	,	PUNCT
bam-11571	27	16	hypertension	hypertension	NOUN
bam-11571	27	17	,	,	PUNCT
bam-11571	27	18	diabetes	diabetes	NOUN
bam-11571	27	19	,	,	PUNCT
bam-11571	27	20	and	and	CCONJ
bam-11571	27	21	chronic	chronic	ADJ
bam-11571	27	22	obstructive	obstructive	ADJ
bam-11571	27	23	pulmonary	pulmonary	ADJ
bam-11571	27	24	disease	disease	NOUN
bam-11571	27	25	(	(	PUNCT
bam-11571	27	26	copd	copd	PROPN
bam-11571	27	27	)	)	PUNCT
bam-11571	27	28	were	be	AUX
bam-11571	27	29	recorded	record	VERB
bam-11571	27	30	.	.	PUNCT
bam-11571	28	1	also	also	ADV
bam-11571	28	2	,	,	PUNCT
bam-11571	28	3	symptoms	symptom	NOUN
bam-11571	28	4	of	of	ADP
bam-11571	28	5	patients	patient	NOUN
bam-11571	28	6	at	at	ADP
bam-11571	28	7	the	the	DET
bam-11571	28	8	beginning	beginning	NOUN
bam-11571	28	9	of	of	ADP
bam-11571	28	10	admission	admission	NOUN
bam-11571	28	11	to	to	ADP
bam-11571	28	12	the	the	DET
bam-11571	28	13	hospital	hospital	NOUN
bam-11571	28	14	such	such	ADJ
bam-11571	28	15	as	as	ADP
bam-11571	28	16	fever	fever	NOUN
bam-11571	28	17	,	,	PUNCT
bam-11571	28	18	cough	cough	NOUN
bam-11571	28	19	,	,	PUNCT
bam-11571	28	20	and	and	CCONJ
bam-11571	28	21	shortness	shortness	NOUN
bam-11571	28	22	of	of	ADP
bam-11571	28	23	breath	breath	NOUN
bam-11571	28	24	were	be	AUX
bam-11571	28	25	recorded	record	VERB
bam-11571	28	26	.	.	PUNCT
bam-11571	29	1	chest	chest	NOUN
bam-11571	29	2	ct	ct	PROPN
bam-11571	29	3	scans	scan	NOUN
bam-11571	29	4	were	be	AUX
bam-11571	29	5	obtained	obtain	VERB
bam-11571	29	6	using	use	VERB
bam-11571	29	7	a	a	DET
bam-11571	29	8	16	16	NUM
bam-11571	29	9	-	-	PUNCT
bam-11571	29	10	slice	slice	NOUN
bam-11571	29	11	ct	ct	NOUN
bam-11571	29	12	scanner	scanner	NOUN
bam-11571	29	13	(	(	PUNCT
bam-11571	29	14	philips	philips	PROPN
bam-11571	29	15	incisive	incisive	ADJ
bam-11571	29	16	,	,	PUNCT
bam-11571	29	17	philips	philips	PROPN
bam-11571	29	18	healthcare	healthcare	PROPN
bam-11571	29	19	)	)	PUNCT
bam-11571	29	20	in	in	ADP
bam-11571	29	21	the	the	DET
bam-11571	29	22	supine	supine	ADJ
bam-11571	29	23	position	position	NOUN
bam-11571	29	24	during	during	ADP
bam-11571	29	25	an	an	DET
bam-11571	29	26	inspiratory	inspiratory	NOUN
bam-11571	29	27	breath	breath	NOUN
bam-11571	29	28	hold	hold	NOUN
bam-11571	29	29	.	.	PUNCT
bam-11571	30	1	the	the	DET
bam-11571	30	2	ct	ct	PROPN
bam-11571	30	3	acquisition	acquisition	NOUN
bam-11571	30	4	protocol	protocol	NOUN
bam-11571	30	5	included	include	VERB
bam-11571	30	6	a	a	DET
bam-11571	30	7	peak	peak	NOUN
bam-11571	30	8	tube	tube	NOUN
bam-11571	30	9	voltage	voltage	NOUN
bam-11571	30	10	of	of	ADP
bam-11571	30	11	120	120	NUM
bam-11571	30	12	kv	kv	NOUN
bam-11571	30	13	,	,	PUNCT
bam-11571	30	14	automatic	automatic	ADJ
bam-11571	30	15	tube	tube	NOUN
bam-11571	30	16	current	current	ADJ
bam-11571	30	17	modulation	modulation	NOUN
bam-11571	30	18	(	(	PUNCT
bam-11571	30	19	150–350	150–350	NUM
bam-11571	30	20	mas	mas	PROPN
bam-11571	30	21	)	)	PUNCT
bam-11571	30	22	,	,	PUNCT
bam-11571	30	23	slice	slice	NOUN
bam-11571	30	24	thickness	thickness	NOUN
bam-11571	30	25	 	 	SPACE
bam-11571	30	26	=	=	NOUN
bam-11571	30	27	 	 	SPACE
bam-11571	30	28	1.25	1.25	NUM
bam-11571	30	29	mm	mm	NOUN
bam-11571	30	30	,	,	PUNCT
bam-11571	30	31	slice	slice	NOUN
bam-11571	30	32	interval	interval	NOUN
bam-11571	30	33	 	 	SPACE
bam-11571	30	34	=	=	NOUN
bam-11571	30	35	 	 	SPACE
bam-11571	30	36	1	1	NUM
bam-11571	30	37	mm	mm	NOUN
bam-11571	30	38	,	,	PUNCT
bam-11571	30	39	matrix	matrix	NOUN
bam-11571	30	40	 	 	SPACE
bam-11571	30	41	=	=	NOUN
bam-11571	30	42	 	 	SPACE
bam-11571	30	43	512	512	NUM
bam-11571	30	44	×	×	NOUN
bam-11571	30	45	512	512	NUM
bam-11571	30	46	,	,	PUNCT
bam-11571	30	47	and	and	CCONJ
bam-11571	30	48	field	field	NOUN
bam-11571	30	49	of	of	ADP
bam-11571	30	50	view	view	NOUN
bam-11571	30	51	 	 	SPACE
bam-11571	30	52	=	=	PRON
bam-11571	30	53	 	 	SPACE
bam-11571	30	54	350	350	NUM
bam-11571	30	55	mm	mm	NOUN
bam-11571	30	56	×	×	NOUN
bam-11571	30	57	350	350	NUM
bam-11571	30	58	mm	mm	NOUN
bam-11571	30	59	.	.	PUNCT
bam-11571	31	1	two	two	NUM
bam-11571	31	2	datasets	dataset	NOUN
bam-11571	31	3	with	with	ADP
bam-11571	31	4	different	different	ADJ
bam-11571	31	5	kernels	kernel	NOUN
bam-11571	31	6	were	be	AUX
bam-11571	31	7	reconstructed	reconstruct	VERB
bam-11571	31	8	for	for	ADP
bam-11571	31	9	the	the	DET
bam-11571	31	10	image	image	NOUN
bam-11571	31	11	interpretation	interpretation	NOUN
bam-11571	31	12	of	of	ADP
bam-11571	31	13	the	the	DET
bam-11571	31	14	lung	lung	NOUN
bam-11571	31	15	(	(	PUNCT
bam-11571	31	16	sharp	sharp	ADJ
bam-11571	31	17	kernel	kernel	NOUN
bam-11571	31	18	,	,	PUNCT
bam-11571	31	19	lung	lung	NOUN
bam-11571	31	20	,	,	PUNCT
bam-11571	31	21	ge	ge	PROPN
bam-11571	31	22	medical	medical	PROPN
bam-11571	31	23	systems	system	NOUN
bam-11571	31	24	)	)	PUNCT
bam-11571	31	25	and	and	CCONJ
bam-11571	31	26	mediastinum	mediastinum	ADJ
bam-11571	31	27	(	(	PUNCT
bam-11571	31	28	smooth	smooth	ADJ
bam-11571	31	29	kernel	kernel	NOUN
bam-11571	31	30	,	,	PUNCT
bam-11571	31	31	stnd	stnd	PROPN
bam-11571	31	32	,	,	PUNCT
bam-11571	31	33	ge	ge	PROPN
bam-11571	31	34	medical	medical	PROPN
bam-11571	31	35	systems	system	NOUN
bam-11571	31	36	)	)	PUNCT
bam-11571	31	37	.	.	PUNCT
bam-11571	32	1	all	all	DET
bam-11571	32	2	datasets	dataset	NOUN
bam-11571	32	3	were	be	AUX
bam-11571	32	4	reconstructed	reconstruct	VERB
bam-11571	32	5	with	with	ADP
bam-11571	32	6	lung	lung	NOUN
bam-11571	32	7	kernel	kernel	NOUN
bam-11571	32	8	and	and	CCONJ
bam-11571	32	9	soft	soft	ADJ
bam-11571	32	10	kernel	kernel	NOUN
bam-11571	32	11	for	for	ADP
bam-11571	32	12	evaluation	evaluation	NOUN
bam-11571	32	13	of	of	ADP
bam-11571	32	14	pulmonary	pulmonary	ADJ
bam-11571	32	15	parenchyma	parenchyma	NOUN
bam-11571	32	16	and	and	CCONJ
bam-11571	32	17	mediastinum	mediastinum	NOUN
bam-11571	32	18	.	.	PUNCT
bam-11571	33	1	the	the	DET
bam-11571	33	2	lung	lung	NOUN
bam-11571	33	3	window	window	NOUN
bam-11571	33	4	was	be	AUX
bam-11571	33	5	set	set	VERB
bam-11571	33	6	at	at	ADP
bam-11571	33	7	a	a	DET
bam-11571	33	8	level	level	NOUN
bam-11571	33	9	of	of	ADP
bam-11571	33	10	−	−	PROPN
bam-11571	33	11	 	 	SPACE
bam-11571	33	12	600	600	NUM
bam-11571	33	13	hu	hu	NOUN
bam-11571	33	14	and	and	CCONJ
bam-11571	33	15	width	width	NOUN
bam-11571	33	16	of	of	ADP
bam-11571	33	17	1200	1200	NUM
bam-11571	33	18	hu	hu	PROPN
bam-11571	33	19	whereas	whereas	SCONJ
bam-11571	33	20	the	the	DET
bam-11571	33	21	mediastinal	mediastinal	ADJ
bam-11571	33	22	window	window	NOUN
bam-11571	33	23	was	be	AUX
bam-11571	33	24	set	set	VERB
bam-11571	33	25	at	at	ADP
bam-11571	33	26	a	a	DET
bam-11571	33	27	level	level	NOUN
bam-11571	33	28	of	of	ADP
bam-11571	33	29	40	40	NUM
bam-11571	33	30	hu	hu	NOUN
bam-11571	33	31	and	and	CCONJ
bam-11571	33	32	a	a	DET
bam-11571	33	33	width	width	NOUN
bam-11571	33	34	of	of	ADP
bam-11571	33	35	350	350	NUM
bam-11571	33	36	hu	hu	NOUN
bam-11571	33	37	.	.	PUNCT
bam-11571	34	1	the	the	DET
bam-11571	34	2	presence	presence	NOUN
bam-11571	34	3	of	of	ADP
bam-11571	34	4	the	the	DET
bam-11571	34	5	following	follow	VERB
bam-11571	34	6	lesions	lesion	NOUN
bam-11571	34	7	was	be	AUX
bam-11571	34	8	visually	visually	ADV
bam-11571	34	9	assessed	assess	VERB
bam-11571	34	10	:	:	PUNCT
bam-11571	34	11	i	i	X
bam-11571	34	12	)	)	PUNCT
bam-11571	34	13	ggo	ggo	PROPN
bam-11571	34	14	,	,	PUNCT
bam-11571	34	15	which	which	PRON
bam-11571	34	16	was	be	AUX
bam-11571	34	17	defined	define	VERB
bam-11571	34	18	as	as	ADP
bam-11571	34	19	hazy	hazy	ADJ
bam-11571	34	20	increased	increase	VERB
bam-11571	34	21	attenuation	attenuation	NOUN
bam-11571	34	22	with	with	ADP
bam-11571	34	23	preserved	preserve	VERB
bam-11571	34	24	margins	margin	NOUN
bam-11571	34	25	of	of	ADP
bam-11571	34	26	bronchus	bronchu	NOUN
bam-11571	34	27	and	and	CCONJ
bam-11571	34	28	vasculature	vasculature	NOUN
bam-11571	34	29	;	;	PUNCT
bam-11571	34	30	ii	ii	X
bam-11571	34	31	)	)	PUNCT
bam-11571	34	32	consolidation	consolidation	NOUN
bam-11571	34	33	,	,	PUNCT
bam-11571	34	34	which	which	PRON
bam-11571	34	35	was	be	AUX
bam-11571	34	36	defined	define	VERB
bam-11571	34	37	as	as	ADP
bam-11571	34	38	opacification	opacification	NOUN
bam-11571	34	39	with	with	ADP
bam-11571	34	40	obscured	obscured	ADJ
bam-11571	34	41	margins	margin	NOUN
bam-11571	34	42	of	of	ADP
bam-11571	34	43	bronchus	bronchu	NOUN
bam-11571	34	44	and	and	CCONJ
bam-11571	34	45	vasculature	vasculature	NOUN
bam-11571	34	46	;	;	PUNCT
bam-11571	34	47	iii	iii	X
bam-11571	34	48	)	)	PUNCT
bam-11571	34	49	reticulation	reticulation	NOUN
bam-11571	34	50	;	;	PUNCT
bam-11571	34	51	iv	iv	X
bam-11571	34	52	)	)	PUNCT
bam-11571	34	53	nodules	nodule	NOUN
bam-11571	34	54	;	;	PUNCT
bam-11571	34	55	v	v	X
bam-11571	34	56	)	)	PUNCT
bam-11571	34	57	lymphadenopathy	lymphadenopathy	ADJ
bam-11571	34	58	;	;	PUNCT
bam-11571	34	59	vi	vi	X
bam-11571	34	60	)	)	PUNCT
bam-11571	34	61	pleural	pleural	ADJ
bam-11571	34	62	effusion	effusion	NOUN
bam-11571	34	63	;	;	PUNCT
bam-11571	34	64	and	and	CCONJ
bam-11571	34	65	vii	vii	PROPN
bam-11571	34	66	)	)	PUNCT
bam-11571	34	67	other	other	ADJ
bam-11571	34	68	abnormalities	abnormality	NOUN
bam-11571	34	69	10,11	10,11	NOUN
bam-11571	34	70	.	.	PUNCT
bam-11571	34	71	semi	semi	ADJ
bam-11571	34	72	-	-	ADJ
bam-11571	34	73	quantitative	quantitative	ADJ
bam-11571	34	74	ct	ct	NUM
bam-11571	34	75	severity	severity	NOUN
bam-11571	34	76	scoring	scoring	NOUN
bam-11571	34	77	proposed	propose	VERB
bam-11571	34	78	by	by	ADP
bam-11571	34	79	yang	yang	PROPN
bam-11571	34	80	et	et	PROPN
bam-11571	34	81	al	al	PROPN
bam-11571	34	82	.	.	PROPN
bam-11571	34	83	and	and	CCONJ
bam-11571	34	84	pan	pan	PROPN
bam-11571	34	85	et	et	PROPN
bam-11571	34	86	al.10,11	al.10,11	PROPN
bam-11571	34	87	was	be	AUX
bam-11571	34	88	calculated	calculate	VERB
bam-11571	34	89	for	for	ADP
bam-11571	34	90	each	each	PRON
bam-11571	34	91	of	of	ADP
bam-11571	34	92	the	the	DET
bam-11571	34	93	5	5	NUM
bam-11571	34	94	lobes	lobe	NOUN
bam-11571	34	95	regarding	regard	VERB
bam-11571	34	96	the	the	DET
bam-11571	34	97	extent	extent	NOUN
bam-11571	34	98	of	of	ADP
bam-11571	34	99	pathologic	pathologic	ADJ
bam-11571	34	100	involvement	involvement	NOUN
bam-11571	34	101	,	,	PUNCT
bam-11571	34	102	as	as	SCONJ
bam-11571	34	103	follows	follow	VERB
bam-11571	34	104	:	:	PUNCT
bam-11571	34	105	0	0	NUM
bam-11571	34	106	,	,	PUNCT
bam-11571	34	107	no	no	DET
bam-11571	34	108	involvement	involvement	NOUN
bam-11571	34	109	;	;	PUNCT
bam-11571	34	110	1	1	NUM
bam-11571	34	111	,	,	PUNCT
bam-11571	34	112	<	<	X
bam-11571	34	113	5	5	NUM
bam-11571	34	114	%	%	NOUN
bam-11571	34	115	involvement	involvement	NOUN
bam-11571	34	116	;	;	PUNCT
bam-11571	34	117	2	2	NUM
bam-11571	34	118	,	,	PUNCT
bam-11571	34	119	5–25	5–25	NUM
bam-11571	34	120	%	%	NOUN
bam-11571	34	121	involvement	involvement	NOUN
bam-11571	34	122	;	;	PUNCT
bam-11571	34	123	3	3	NUM
bam-11571	34	124	,	,	PUNCT
bam-11571	34	125	26–50	26–50	NUM
bam-11571	34	126	%	%	NOUN
bam-11571	34	127	involvement	involvement	NOUN
bam-11571	34	128	;	;	PUNCT
bam-11571	34	129	4	4	NUM
bam-11571	34	130	,	,	PUNCT
bam-11571	34	131	51–75	51–75	NUM
bam-11571	34	132	%	%	NOUN
bam-11571	34	133	involvement	involvement	NOUN
bam-11571	34	134	;	;	PUNCT
bam-11571	34	135	and	and	CCONJ
bam-11571	34	136	5	5	NUM
bam-11571	34	137	,	,	PUNCT
bam-11571	34	138	>	>	X
bam-11571	34	139	75	75	NUM
bam-11571	34	140	%	%	NOUN
bam-11571	34	141	involvements	involvement	NOUN
bam-11571	34	142	.	.	PUNCT
bam-11571	35	1	the	the	DET
bam-11571	35	2	resulting	result	VERB
bam-11571	35	3	global	global	ADJ
bam-11571	35	4	ct	ct	PROPN
bam-11571	35	5	score	score	NOUN
bam-11571	35	6	was	be	AUX
bam-11571	35	7	the	the	DET
bam-11571	35	8	sum	sum	NOUN
bam-11571	35	9	of	of	ADP
bam-11571	35	10	each	each	DET
bam-11571	35	11	individual	individual	ADJ
bam-11571	35	12	lobar	lobar	ADJ
bam-11571	35	13	score	score	NOUN
bam-11571	35	14	from	from	ADP
bam-11571	35	15	0	0	NUM
bam-11571	35	16	to	to	ADP
bam-11571	35	17	25	25	NUM
bam-11571	35	18	.	.	PUNCT
bam-11571	36	1	two	two	NUM
bam-11571	36	2	chest	chest	NOUN
bam-11571	36	3	radiologists	radiologist	NOUN
bam-11571	36	4	(	(	PUNCT
bam-11571	36	5	with	with	ADP
bam-11571	36	6	5	5	NUM
bam-11571	36	7	-	-	PUNCT
bam-11571	36	8	year	year	NOUN
bam-11571	36	9	and	and	CCONJ
bam-11571	36	10	15	15	NUM
bam-11571	36	11	-	-	PUNCT
bam-11571	36	12	year	year	NOUN
bam-11571	36	13	experience	experience	NOUN
bam-11571	36	14	of	of	ADP
bam-11571	36	15	chest	chest	NOUN
bam-11571	36	16	imaging	imaging	NOUN
bam-11571	36	17	)	)	PUNCT
bam-11571	36	18	independently	independently	ADV
bam-11571	36	19	evaluated	evaluate	VERB
bam-11571	36	20	all	all	DET
bam-11571	36	21	patients	patient	NOUN
bam-11571	36	22	without	without	ADP
bam-11571	36	23	knowing	know	VERB
bam-11571	36	24	of	of	ADP
bam-11571	36	25	clinical	clinical	ADJ
bam-11571	36	26	characteristics	characteristic	NOUN
bam-11571	36	27	and	and	CCONJ
bam-11571	36	28	prognosis	prognosis	NOUN
bam-11571	36	29	.	.	PUNCT
bam-11571	37	1	any	any	DET
bam-11571	37	2	disagreement	disagreement	NOUN
bam-11571	37	3	between	between	ADP
bam-11571	37	4	two	two	NUM
bam-11571	37	5	observers	observer	NOUN
bam-11571	37	6	was	be	AUX
bam-11571	37	7	resolved	resolve	VERB
bam-11571	37	8	by	by	ADP
bam-11571	37	9	consensus	consensus	NOUN
bam-11571	37	10	.	.	PUNCT
bam-11571	38	1	the	the	DET
bam-11571	38	2	u	u	ADJ
bam-11571	38	3	-	-	ADJ
bam-11571	38	4	net	net	ADJ
bam-11571	38	5	model	model	NOUN
bam-11571	38	6	is	be	AUX
bam-11571	38	7	a	a	DET
bam-11571	38	8	popular	popular	ADJ
bam-11571	38	9	deep	deep	ADJ
bam-11571	38	10	learning	learning	NOUN
bam-11571	38	11	architecture	architecture	NOUN
bam-11571	38	12	used	use	VERB
bam-11571	38	13	for	for	ADP
bam-11571	38	14	image	image	NOUN
bam-11571	38	15	segmentation	segmentation	NOUN
bam-11571	38	16	tasks.12	tasks.12	NOUN
bam-11571	38	17	-	-	NOUN
bam-11571	38	18	14	14	NUM
bam-11571	38	19	in	in	ADP
bam-11571	38	20	this	this	DET
bam-11571	38	21	study	study	NOUN
bam-11571	38	22	,	,	PUNCT
bam-11571	38	23	the	the	DET
bam-11571	38	24	u	u	ADJ
bam-11571	38	25	-	-	ADJ
bam-11571	38	26	net	net	ADJ
bam-11571	38	27	model	model	NOUN
bam-11571	38	28	was	be	AUX
bam-11571	38	29	adapted	adapt	VERB
bam-11571	38	30	with	with	ADP
bam-11571	38	31	batch	batch	NOUN
bam-11571	38	32	normalization	normalization	NOUN
bam-11571	38	33	after	after	SCONJ
bam-11571	38	34	each	each	DET
bam-11571	38	35	layer	layer	NOUN
bam-11571	38	36	to	to	PART
bam-11571	38	37	improve	improve	VERB
bam-11571	38	38	its	its	PRON
bam-11571	38	39	performance	performance	NOUN
bam-11571	38	40	and	and	CCONJ
bam-11571	38	41	convergence	convergence	NOUN
bam-11571	38	42	during	during	ADP
bam-11571	38	43	training	training	NOUN
bam-11571	38	44	.	.	PUNCT
bam-11571	39	1	after	after	ADP
bam-11571	39	2	training	train	VERB
bam-11571	39	3	the	the	DET
bam-11571	39	4	model	model	NOUN
bam-11571	39	5	on	on	ADP
bam-11571	39	6	a	a	DET
bam-11571	39	7	dataset	dataset	NOUN
bam-11571	39	8	consisting	consist	VERB
bam-11571	39	9	of	of	ADP
bam-11571	39	10	3393	3393	NUM
bam-11571	39	11	slices	slice	NOUN
bam-11571	39	12	from	from	ADP
bam-11571	39	13	36	36	NUM
bam-11571	39	14	patients	patient	NOUN
bam-11571	39	15	,	,	PUNCT
bam-11571	39	16	the	the	DET
bam-11571	39	17	dice	dice	NOUN
bam-11571	39	18	similarity	similarity	NOUN
bam-11571	39	19	score	score	NOUN
bam-11571	39	20	was	be	AUX
bam-11571	39	21	found	find	VERB
bam-11571	39	22	to	to	PART
bam-11571	39	23	be	be	AUX
bam-11571	39	24	0.97	0.97	NUM
bam-11571	39	25	.	.	PUNCT
bam-11571	40	1	the	the	DET
bam-11571	40	2	dice	dice	NOUN
bam-11571	40	3	similarity	similarity	NOUN
bam-11571	40	4	score	score	NOUN
bam-11571	40	5	is	be	AUX
bam-11571	40	6	a	a	DET
bam-11571	40	7	common	common	ADJ
bam-11571	40	8	metric	metric	NOUN
bam-11571	40	9	used	use	VERB
bam-11571	40	10	to	to	PART
bam-11571	40	11	evaluate	evaluate	VERB
bam-11571	40	12	the	the	DET
bam-11571	40	13	accuracy	accuracy	NOUN
bam-11571	40	14	of	of	ADP
bam-11571	40	15	image	image	NOUN
bam-11571	40	16	segmentation	segmentation	NOUN
bam-11571	40	17	models	model	NOUN
bam-11571	40	18	,	,	PUNCT
bam-11571	40	19	and	and	CCONJ
bam-11571	40	20	a	a	DET
bam-11571	40	21	score	score	NOUN
bam-11571	40	22	of	of	ADP
bam-11571	40	23	0.97	0.97	NUM
bam-11571	40	24	indicates	indicate	VERB
bam-11571	40	25	that	that	SCONJ
bam-11571	40	26	the	the	DET
bam-11571	40	27	model	model	NOUN
bam-11571	40	28	performed	perform	VERB
bam-11571	40	29	very	very	ADV
bam-11571	40	30	well	well	ADV
bam-11571	40	31	in	in	ADP
bam-11571	40	32	accurately	accurately	ADV
bam-11571	40	33	segmenting	segment	VERB
bam-11571	40	34	the	the	DET
bam-11571	40	35	target	target	NOUN
bam-11571	40	36	structures	structure	NOUN
bam-11571	40	37	in	in	ADP
bam-11571	40	38	the	the	DET
bam-11571	40	39	images.12	images.12	NOUN
bam-11571	40	40	-	-	PUNCT
bam-11571	40	41	15	15	NUM
bam-11571	40	42	overall	overall	NOUN
bam-11571	40	43	,	,	PUNCT
bam-11571	40	44	the	the	DET
bam-11571	40	45	use	use	NOUN
bam-11571	40	46	of	of	ADP
bam-11571	40	47	batch	batch	NOUN
bam-11571	40	48	normalization	normalization	NOUN
bam-11571	40	49	after	after	ADP
bam-11571	40	50	each	each	DET
bam-11571	40	51	layer	layer	NOUN
bam-11571	40	52	in	in	ADP
bam-11571	40	53	the	the	DET
bam-11571	40	54	u	u	NOUN
bam-11571	40	55	-	-	ADJ
bam-11571	40	56	net	net	ADJ
bam-11571	40	57	model	model	NOUN
bam-11571	40	58	appears	appear	VERB
bam-11571	40	59	to	to	PART
bam-11571	40	60	have	have	AUX
bam-11571	40	61	significantly	significantly	ADV
bam-11571	40	62	improved	improve	VERB
bam-11571	40	63	its	its	PRON
bam-11571	40	64	performance	performance	NOUN
bam-11571	40	65	in	in	ADP
bam-11571	40	66	this	this	DET
bam-11571	40	67	study	study	NOUN
bam-11571	40	68	,	,	PUNCT
bam-11571	40	69	leading	lead	VERB
bam-11571	40	70	to	to	ADP
bam-11571	40	71	a	a	DET
bam-11571	40	72	high	high	ADJ
bam-11571	40	73	level	level	NOUN
bam-11571	40	74	of	of	ADP
bam-11571	40	75	accuracy	accuracy	NOUN
bam-11571	40	76	in	in	ADP
bam-11571	40	77	the	the	DET
bam-11571	40	78	segmentation	segmentation	NOUN
bam-11571	40	79	task	task	NOUN
bam-11571	40	80	.	.	PUNCT
bam-11571	41	1	in	in	ADP
bam-11571	41	2	the	the	DET
bam-11571	41	3	recognition	recognition	NOUN
bam-11571	41	4	of	of	ADP
bam-11571	41	5	pneumonia	pneumonia	NOUN
bam-11571	41	6	regions	region	NOUN
bam-11571	41	7	,	,	PUNCT
bam-11571	41	8	the	the	DET
bam-11571	41	9	semantic	semantic	ADJ
bam-11571	41	10	segmentation	segmentation	NOUN
bam-11571	41	11	technology	technology	NOUN
bam-11571	41	12	based	base	VERB
bam-11571	41	13	on	on	ADP
bam-11571	41	14	deep	deep	ADJ
bam-11571	41	15	learning	learning	NOUN
bam-11571	41	16	was	be	AUX
bam-11571	41	17	used	use	VERB
bam-11571	41	18	to	to	PART
bam-11571	41	19	perform	perform	VERB
bam-11571	41	20	one	one	NUM
bam-11571	41	21	-	-	PUNCT
bam-11571	41	22	time	time	NOUN
bam-11571	41	23	segmentation	segmentation	NOUN
bam-11571	41	24	extraction	extraction	NOUN
bam-11571	41	25	of	of	ADP
bam-11571	41	26	the	the	DET
bam-11571	41	27	pneumonia	pneumonia	NOUN
bam-11571	41	28	regions	region	NOUN
bam-11571	41	29	in	in	ADP
bam-11571	41	30	the	the	DET
bam-11571	41	31	input	input	NOUN
bam-11571	41	32	lung	lung	NOUN
bam-11571	41	33	parenchyma	parenchyma	NOUN
bam-11571	41	34	.	.	PUNCT
bam-11571	42	1	ronneberger	ronneberger	NOUN
bam-11571	42	2	et	et	PROPN
bam-11571	42	3	al.12	al.12	PROPN
bam-11571	42	4	proposed	propose	VERB
bam-11571	42	5	the	the	DET
bam-11571	42	6	u	u	NOUN
bam-11571	42	7	-	-	NOUN
bam-11571	42	8	net	net	NOUN
bam-11571	42	9	for	for	ADP
bam-11571	42	10	the	the	DET
bam-11571	42	11	segmentation	segmentation	NOUN
bam-11571	42	12	of	of	ADP
bam-11571	42	13	anatomic	anatomic	ADJ
bam-11571	42	14	structures	structure	NOUN
bam-11571	42	15	in	in	ADP
bam-11571	42	16	microscopy	microscopy	NOUN
bam-11571	42	17	images	image	NOUN
bam-11571	42	18	.	.	PUNCT
bam-11571	43	1	since	since	SCONJ
bam-11571	43	2	then	then	ADV
bam-11571	43	3	,	,	PUNCT
bam-11571	43	4	it	it	PRON
bam-11571	43	5	has	have	AUX
bam-11571	43	6	been	be	AUX
bam-11571	43	7	used	use	VERB
bam-11571	43	8	for	for	ADP
bam-11571	43	9	a	a	DET
bam-11571	43	10	wide	wide	ADJ
bam-11571	43	11	range	range	NOUN
bam-11571	43	12	of	of	ADP
bam-11571	43	13	segmentation	segmentation	NOUN
bam-11571	43	14	tasks	task	NOUN
bam-11571	43	15	and	and	CCONJ
bam-11571	43	16	various	various	ADJ
bam-11571	43	17	modified	modify	VERB
bam-11571	43	18	versions	version	NOUN
bam-11571	43	19	have	have	AUX
bam-11571	43	20	been	be	AUX
bam-11571	43	21	studied.13,14	studied.13,14	ADV
bam-11571	43	22	we	we	PRON
bam-11571	43	23	used	use	VERB
bam-11571	43	24	trained	train	VERB
bam-11571	43	25	u	u	NOUN
bam-11571	43	26	-	-	NOUN
bam-11571	43	27	net	net	ADJ
bam-11571	43	28	(	(	PUNCT
bam-11571	43	29	ltrc	ltrc	PROPN
bam-11571	43	30	lobes	lobes	PROPN
bam-11571	43	31	)	)	PUNCT
bam-11571	43	32	model	model	NOUN
bam-11571	43	33	for	for	ADP
bam-11571	43	34	lung	lung	NOUN
bam-11571	43	35	segmentation	segmentation	NOUN
bam-11571	43	36	.	.	PUNCT
bam-11571	44	1	this	this	DET
bam-11571	44	2	model	model	NOUN
bam-11571	44	3	was	be	AUX
bam-11571	44	4	trained	train	VERB
bam-11571	44	5	on	on	ADP
bam-11571	44	6	a	a	DET
bam-11571	44	7	subset	subset	NOUN
bam-11571	44	8	of	of	ADP
bam-11571	44	9	the	the	DET
bam-11571	44	10	ltrc	ltrc	PROPN
bam-11571	44	11	dataset	dataset	NOUN
bam-11571	44	12	.	.	PUNCT
bam-11571	45	1	the	the	DET
bam-11571	45	2	model	model	NOUN
bam-11571	45	3	performs	perform	VERB
bam-11571	45	4	segmentation	segmentation	NOUN
bam-11571	45	5	of	of	ADP
bam-11571	45	6	individual	individual	ADJ
bam-11571	45	7	lung	lung	NOUN
bam-11571	45	8	-	-	PUNCT
bam-11571	45	9	lobes	lobe	NOUN
bam-11571	45	10	(	(	PUNCT
bam-11571	45	11	figure	figure	VERB
bam-11571	45	12	1).15	1).15	PRON
bam-11571	45	13	the	the	DET
bam-11571	45	14	volumes	volume	NOUN
bam-11571	45	15	of	of	ADP
bam-11571	45	16	ggo	ggo	PROPN
bam-11571	45	17	and	and	CCONJ
bam-11571	45	18	consolidation	consolidation	NOUN
bam-11571	45	19	were	be	AUX
bam-11571	45	20	automatically	automatically	ADV
bam-11571	45	21	measured	measure	VERB
bam-11571	45	22	according	accord	VERB
bam-11571	45	23	to	to	ADP
bam-11571	45	24	different	different	ADJ
bam-11571	45	25	attenuation	attenuation	NOUN
bam-11571	45	26	thresholds	threshold	NOUN
bam-11571	45	27	(	(	PUNCT
bam-11571	45	28	−	−	NOUN
bam-11571	45	29	 	 	SPACE
bam-11571	45	30	750	750	NUM
bam-11571	45	31	hu	hu	NOUN
bam-11571	45	32	 	 	SPACE
bam-11571	45	33	~	~	PUNCT
bam-11571	45	34	 	 	SPACE
bam-11571	45	35	−	−	NOUN
bam-11571	45	36	 	 	SPACE
bam-11571	45	37	300	300	NUM
bam-11571	45	38	hu	hu	NOUN
bam-11571	45	39	for	for	ADP
bam-11571	45	40	ggo	ggo	PROPN
bam-11571	45	41	,	,	PUNCT
bam-11571	45	42	−	−	PRON
bam-11571	45	43	 	 	SPACE
bam-11571	45	44	300	300	NUM
bam-11571	45	45	hu	hu	PROPN
bam-11571	45	46	 	 	SPACE
bam-11571	45	47	~	~	AUX
bam-11571	45	48	 	 	SPACE
bam-11571	45	49	50	50	NUM
bam-11571	45	50	hu	hu	NOUN
bam-11571	45	51	for	for	ADP
bam-11571	45	52	consolidation	consolidation	NOUN
bam-11571	45	53	)	)	PUNCT
bam-11571	45	54	.	.	PUNCT
bam-11571	46	1	the	the	DET
bam-11571	46	2	percentages	percentage	NOUN
bam-11571	46	3	of	of	ADP
bam-11571	46	4	ggo	ggo	PROPN
bam-11571	46	5	volume	volume	NOUN
bam-11571	46	6	as	as	ADV
bam-11571	46	7	well	well	ADV
bam-11571	46	8	as	as	ADP
bam-11571	46	9	consolidation	consolidation	NOUN
bam-11571	46	10	volume	volume	NOUN
bam-11571	46	11	versus	versus	ADP
bam-11571	46	12	whole	whole	ADJ
bam-11571	46	13	lung	lung	NOUN
bam-11571	46	14	volume	volume	NOUN
bam-11571	46	15	were	be	AUX
bam-11571	46	16	also	also	ADV
bam-11571	46	17	recorded	record	VERB
bam-11571	46	18	.	.	PUNCT
bam-11571	47	1	two	two	NUM
bam-11571	47	2	chest	chest	NOUN
bam-11571	47	3	radiologists	radiologist	NOUN
bam-11571	47	4	(	(	PUNCT
bam-11571	47	5	with	with	ADP
bam-11571	47	6	5	5	NUM
bam-11571	47	7	-	-	PUNCT
bam-11571	47	8	year	year	NOUN
bam-11571	47	9	and	and	CCONJ
bam-11571	47	10	15	15	NUM
bam-11571	47	11	-	-	PUNCT
bam-11571	47	12	year	year	NOUN
bam-11571	47	13	experience	experience	NOUN
bam-11571	47	14	of	of	ADP
bam-11571	47	15	chest	chest	NOUN
bam-11571	47	16	imaging	imaging	NOUN
bam-11571	47	17	)	)	PUNCT
bam-11571	47	18	independently	independently	ADV
bam-11571	47	19	ct	ct	PROPN
bam-11571	47	20	scan	scan	VERB
bam-11571	47	21	for	for	ADP
bam-11571	47	22	prognosis	prognosis	NOUN
bam-11571	47	23	of	of	ADP
bam-11571	47	24	covid-19	covid-19	PROPN
bam-11571	47	25	by	by	ADP
bam-11571	47	26	deep	deep	ADJ
bam-11571	47	27	learning	learn	VERB
bam-11571	47	28	eur	eur	PROPN
bam-11571	47	29	j	j	PROPN
bam-11571	47	30	transl	transl	PROPN
bam-11571	47	31	myol	myol	ADV
bam-11571	47	32	33	33	NUM
bam-11571	47	33	(	(	PUNCT
bam-11571	47	34	3	3	NUM
bam-11571	47	35	)	)	PUNCT
bam-11571	47	36	11571	11571	NUM
bam-11571	47	37	,	,	PUNCT
bam-11571	47	38	2023	2023	NUM
bam-11571	47	39	doi	doi	NOUN
bam-11571	47	40	:	:	PUNCT
bam-11571	47	41	10.4081	10.4081	NUM
bam-11571	47	42	/	/	SYM
bam-11571	47	43	ejtm.2023.11571	ejtm.2023.11571	NUM
bam-11571	47	44	3	3	NUM
bam-11571	47	45	supervised	supervise	VERB
bam-11571	47	46	the	the	DET
bam-11571	47	47	lesion	lesion	NOUN
bam-11571	47	48	quantification	quantification	NOUN
bam-11571	47	49	and	and	CCONJ
bam-11571	47	50	manual	manual	ADJ
bam-11571	47	51	adjustment	adjustment	NOUN
bam-11571	47	52	of	of	ADP
bam-11571	47	53	lesion	lesion	NOUN
bam-11571	47	54	regions	region	NOUN
bam-11571	47	55	was	be	AUX
bam-11571	47	56	made	make	VERB
bam-11571	47	57	when	when	SCONJ
bam-11571	47	58	necessary	necessary	ADJ
bam-11571	47	59	.	.	PUNCT
bam-11571	48	1	any	any	DET
bam-11571	48	2	disagreement	disagreement	NOUN
bam-11571	48	3	between	between	ADP
bam-11571	48	4	two	two	NUM
bam-11571	48	5	observers	observer	NOUN
bam-11571	48	6	was	be	AUX
bam-11571	48	7	resolved	resolve	VERB
bam-11571	48	8	by	by	ADP
bam-11571	48	9	consensus	consensus	NOUN
bam-11571	48	10	.	.	PUNCT
bam-11571	49	1	disease	disease	NOUN
bam-11571	49	2	severity	severity	NOUN
bam-11571	49	3	was	be	AUX
bam-11571	49	4	evaluated	evaluate	VERB
bam-11571	49	5	according	accord	VERB
bam-11571	49	6	to	to	ADP
bam-11571	49	7	the	the	DET
bam-11571	49	8	6th	6th	ADJ
bam-11571	49	9	edition	edition	NOUN
bam-11571	49	10	of	of	ADP
bam-11571	49	11	diagnosis	diagnosis	NOUN
bam-11571	49	12	and	and	CCONJ
bam-11571	49	13	treatment	treatment	NOUN
bam-11571	49	14	protocols	protocol	NOUN
bam-11571	49	15	for	for	ADP
bam-11571	49	16	pneumonia	pneumonia	NOUN
bam-11571	49	17	caused	cause	VERB
bam-11571	49	18	by	by	ADP
bam-11571	49	19	novel	novel	ADJ
bam-11571	49	20	coronaviruses	coronaviruse	NOUN
bam-11571	49	21	issued	issue	VERB
bam-11571	49	22	by	by	ADP
bam-11571	49	23	chinese	chinese	ADJ
bam-11571	49	24	centers	center	NOUN
bam-11571	49	25	for	for	ADP
bam-11571	49	26	disease	disease	NOUN
bam-11571	49	27	control	control	NOUN
bam-11571	49	28	and	and	CCONJ
bam-11571	49	29	prevention.4.6	prevention.4.6	PROPN
bam-11571	49	30	patients	patient	NOUN
bam-11571	49	31	with	with	ADP
bam-11571	49	32	a	a	DET
bam-11571	49	33	confirmed	confirm	VERB
bam-11571	49	34	diagnosis	diagnosis	NOUN
bam-11571	49	35	of	of	ADP
bam-11571	49	36	covid-19	covid-19	PROPN
bam-11571	49	37	were	be	AUX
bam-11571	49	38	classified	classify	VERB
bam-11571	49	39	into	into	ADP
bam-11571	49	40	four	four	NUM
bam-11571	49	41	types	type	NOUN
bam-11571	49	42	as	as	SCONJ
bam-11571	49	43	described	describe	VERB
bam-11571	49	44	below	below	ADV
bam-11571	49	45	:	:	PUNCT
bam-11571	49	46	i	i	NOUN
bam-11571	49	47	)	)	PUNCT
bam-11571	49	48	mild	mild	ADJ
bam-11571	49	49	,	,	PUNCT
bam-11571	49	50	patients	patient	NOUN
bam-11571	49	51	with	with	ADP
bam-11571	49	52	mild	mild	ADJ
bam-11571	49	53	symptoms	symptom	NOUN
bam-11571	49	54	and	and	CCONJ
bam-11571	49	55	no	no	DET
bam-11571	49	56	imaging	image	VERB
bam-11571	49	57	findings	finding	NOUN
bam-11571	49	58	of	of	ADP
bam-11571	49	59	pneumonia	pneumonia	NOUN
bam-11571	49	60	;	;	PUNCT
bam-11571	49	61	ii	ii	X
bam-11571	49	62	)	)	PUNCT
bam-11571	49	63	moderate	moderate	ADJ
bam-11571	49	64	,	,	PUNCT
bam-11571	49	65	patients	patient	NOUN
bam-11571	49	66	with	with	ADP
bam-11571	49	67	fever	fever	NOUN
bam-11571	49	68	,	,	PUNCT
bam-11571	49	69	respiratory	respiratory	ADJ
bam-11571	49	70	symptoms	symptom	NOUN
bam-11571	49	71	,	,	PUNCT
bam-11571	49	72	and	and	CCONJ
bam-11571	49	73	imaging	imaging	NOUN
bam-11571	49	74	findings	finding	NOUN
bam-11571	49	75	of	of	ADP
bam-11571	49	76	pneumonia	pneumonia	NOUN
bam-11571	49	77	;	;	PUNCT
bam-11571	49	78	iii	iii	X
bam-11571	49	79	)	)	PUNCT
bam-11571	49	80	severe	severe	ADV
bam-11571	49	81	,	,	PUNCT
bam-11571	49	82	patients	patient	NOUN
bam-11571	49	83	met	meet	VERB
bam-11571	49	84	any	any	PRON
bam-11571	49	85	of	of	ADP
bam-11571	49	86	the	the	DET
bam-11571	49	87	following	follow	VERB
bam-11571	49	88	criteria	criterion	NOUN
bam-11571	49	89	:	:	PUNCT
bam-11571	49	90	a.	a.	NOUN
bam-11571	49	91	respiratory	respiratory	ADJ
bam-11571	49	92	distress	distress	NOUN
bam-11571	49	93	,	,	PUNCT
bam-11571	49	94	respiratory	respiratory	ADJ
bam-11571	49	95	rate	rate	NOUN
bam-11571	49	96	30	30	NUM
bam-11571	49	97	times	time	NOUN
bam-11571	49	98	/	/	SYM
bam-11571	49	99	min	min	PROPN
bam-11571	49	100	;	;	PUNCT
bam-11571	50	1	b.	b.	PROPN
bam-11571	50	2	spo2	spo2	PROPN
bam-11571	50	3	93	93	NUM
bam-11571	50	4	%	%	NOUN
bam-11571	50	5	at	at	ADP
bam-11571	50	6	rest	rest	NOUN
bam-11571	50	7	;	;	PUNCT
bam-11571	50	8	c.	c.	PROPN
bam-11571	50	9	pao2	pao2	PROPN
bam-11571	50	10	/	/	SYM
bam-11571	50	11	fio2	fio2	PROPN
bam-11571	50	12	300	300	NUM
bam-11571	50	13	mmhg	mmhg	NOUN
bam-11571	50	14	;	;	PUNCT
bam-11571	50	15	d.	d.	PROPN
bam-11571	50	16	rapid	rapid	ADJ
bam-11571	50	17	progression	progression	NOUN
bam-11571	50	18	of	of	ADP
bam-11571	50	19	disease	disease	NOUN
bam-11571	50	20	involvement	involvement	NOUN
bam-11571	50	21	[	[	X
bam-11571	50	22	more	more	ADJ
bam-11571	50	23	than	than	ADP
bam-11571	50	24	50	50	NUM
bam-11571	50	25	%	%	NOUN
bam-11571	50	26	]	]	PUNCT
bam-11571	50	27	on	on	ADP
bam-11571	50	28	chest	chest	NOUN
bam-11571	50	29	ct	ct	NUM
bam-11571	50	30	within	within	ADP
bam-11571	50	31	24	24	NUM
bam-11571	50	32	to	to	ADP
bam-11571	50	33	48	48	NUM
bam-11571	50	34	h	h	NOUN
bam-11571	50	35	;	;	PUNCT
bam-11571	50	36	iv	iv	X
bam-11571	50	37	)	)	PUNCT
bam-11571	50	38	critical	critical	ADJ
bam-11571	50	39	;	;	PUNCT
bam-11571	50	40	patients	patient	NOUN
bam-11571	50	41	met	meet	VERB
bam-11571	50	42	any	any	PRON
bam-11571	50	43	of	of	ADP
bam-11571	50	44	for	for	ADP
bam-11571	50	45	further	further	ADJ
bam-11571	50	46	analysis	analysis	NOUN
bam-11571	50	47	,	,	PUNCT
bam-11571	50	48	patients	patient	NOUN
bam-11571	50	49	were	be	AUX
bam-11571	50	50	grouped	group	VERB
bam-11571	50	51	as	as	ADP
bam-11571	50	52	"	"	PUNCT
bam-11571	50	53	nonsevere	nonsevere	NOUN
bam-11571	50	54	"	"	PUNCT
bam-11571	50	55	(	(	PUNCT
bam-11571	50	56	classified	classify	VERB
bam-11571	50	57	as	as	ADP
bam-11571	50	58	mild	mild	ADJ
bam-11571	50	59	or	or	CCONJ
bam-11571	50	60	moderate	moderate	ADJ
bam-11571	50	61	type	type	NOUN
bam-11571	50	62	)	)	PUNCT
bam-11571	50	63	and	and	CCONJ
bam-11571	50	64	"	"	PUNCT
bam-11571	50	65	progress	progress	VERB
bam-11571	50	66	-	-	PUNCT
bam-11571	50	67	to	to	ADP
bam-11571	50	68	-	-	PUNCT
bam-11571	50	69	severe	severe	NOUN
bam-11571	50	70	"	"	PUNCT
bam-11571	50	71	(	(	PUNCT
bam-11571	50	72	classified	classify	VERB
bam-11571	50	73	as	as	ADP
bam-11571	50	74	severe	severe	ADJ
bam-11571	50	75	or	or	CCONJ
bam-11571	50	76	critical	critical	ADJ
bam-11571	50	77	type	type	NOUN
bam-11571	50	78	)	)	PUNCT
bam-11571	50	79	according	accord	VERB
bam-11571	50	80	to	to	ADP
bam-11571	50	81	the	the	DET
bam-11571	50	82	most	most	ADV
bam-11571	50	83	severe	severe	ADJ
bam-11571	50	84	classification	classification	NOUN
bam-11571	50	85	during	during	ADP
bam-11571	50	86	hospitalization	hospitalization	NOUN
bam-11571	50	87	.	.	PUNCT
bam-11571	51	1	in	in	ADP
bam-11571	51	2	addition	addition	NOUN
bam-11571	51	3	,	,	PUNCT
bam-11571	51	4	the	the	DET
bam-11571	51	5	mortality	mortality	NOUN
bam-11571	51	6	rate	rate	NOUN
bam-11571	51	7	was	be	AUX
bam-11571	51	8	also	also	ADV
bam-11571	51	9	recorded	record	VERB
bam-11571	51	10	.	.	PUNCT
bam-11571	52	1	after	after	ADP
bam-11571	52	2	collecting	collect	VERB
bam-11571	52	3	the	the	DET
bam-11571	52	4	study	study	NOUN
bam-11571	52	5	data	datum	NOUN
bam-11571	52	6	,	,	PUNCT
bam-11571	52	7	they	they	PRON
bam-11571	52	8	were	be	AUX
bam-11571	52	9	entered	enter	VERB
bam-11571	52	10	into	into	ADP
bam-11571	52	11	spss	spss	PROPN
bam-11571	52	12	software	software	NOUN
bam-11571	52	13	(	(	PUNCT
bam-11571	52	14	version	version	NOUN
bam-11571	52	15	28	28	NUM
bam-11571	52	16	,	,	PUNCT
bam-11571	52	17	ibm	ibm	PROPN
bam-11571	52	18	corporation	corporation	PROPN
bam-11571	52	19	,	,	PUNCT
bam-11571	52	20	armonk	armonk	PROPN
bam-11571	52	21	,	,	PUNCT
bam-11571	52	22	ny	ny	PROPN
bam-11571	52	23	)	)	PUNCT
bam-11571	52	24	and	and	CCONJ
bam-11571	52	25	analyzed	analyze	VERB
bam-11571	52	26	.	.	PUNCT
bam-11571	53	1	after	after	ADP
bam-11571	53	2	using	use	VERB
bam-11571	53	3	the	the	DET
bam-11571	53	4	kolmogorov	kolmogorov	ADJ
bam-11571	53	5	-	-	PUNCT
bam-11571	53	6	smirnov	smirnov	ADJ
bam-11571	53	7	test	test	NOUN
bam-11571	53	8	,	,	PUNCT
bam-11571	53	9	the	the	DET
bam-11571	53	10	mean	mean	ADJ
bam-11571	53	11	(	(	PUNCT
bam-11571	53	12	sd	sd	NOUN
bam-11571	53	13	)	)	PUNCT
bam-11571	53	14	were	be	AUX
bam-11571	53	15	used	use	VERB
bam-11571	53	16	to	to	PART
bam-11571	53	17	describe	describe	VERB
bam-11571	53	18	continuous	continuous	ADJ
bam-11571	53	19	variables	variable	NOUN
bam-11571	53	20	,	,	PUNCT
bam-11571	53	21	and	and	CCONJ
bam-11571	53	22	the	the	DET
bam-11571	53	23	number	number	NOUN
bam-11571	53	24	(	(	PUNCT
bam-11571	53	25	percentage	percentage	NOUN
bam-11571	53	26	)	)	PUNCT
bam-11571	53	27	was	be	AUX
bam-11571	53	28	used	use	VERB
bam-11571	53	29	to	to	PART
bam-11571	53	30	describe	describe	VERB
bam-11571	53	31	categorical	categorical	ADJ
bam-11571	53	32	variables	variable	NOUN
bam-11571	53	33	.	.	PUNCT
bam-11571	54	1	t	t	NOUN
bam-11571	54	2	-	-	PUNCT
bam-11571	54	3	student	student	NOUN
bam-11571	54	4	,	,	PUNCT
bam-11571	54	5	chi	chi	ADJ
bam-11571	54	6	-	-	PUNCT
bam-11571	54	7	square	square	ADJ
bam-11571	54	8	tests	test	NOUN
bam-11571	54	9	,	,	PUNCT
bam-11571	54	10	univariate	univariate	ADJ
bam-11571	54	11	and	and	CCONJ
bam-11571	54	12	multivariate	multivariate	VERB
bam-11571	54	13	logistic	logistic	ADJ
bam-11571	54	14	regression	regression	NOUN
bam-11571	54	15	,	,	PUNCT
bam-11571	54	16	and	and	CCONJ
bam-11571	54	17	roc	roc	PROPN
bam-11571	54	18	curve	curve	NOUN
bam-11571	54	19	were	be	AUX
bam-11571	54	20	used	use	VERB
bam-11571	54	21	to	to	PART
bam-11571	54	22	compare	compare	VERB
bam-11571	54	23	.	.	PUNCT
bam-11571	55	1	a	a	DET
bam-11571	55	2	p	p	NOUN
bam-11571	55	3	-	-	PUNCT
bam-11571	55	4	value	value	NOUN
bam-11571	55	5	less	less	ADJ
bam-11571	55	6	than	than	ADP
bam-11571	55	7	0.05	0.05	NUM
bam-11571	55	8	was	be	AUX
bam-11571	55	9	considered	consider	VERB
bam-11571	55	10	statistically	statistically	ADV
bam-11571	55	11	significant	significant	ADJ
bam-11571	55	12	(	(	PUNCT
bam-11571	55	13	two	two	NUM
bam-11571	55	14	-	-	PUNCT
bam-11571	55	15	sided	sided	ADJ
bam-11571	55	16	)	)	PUNCT
bam-11571	55	17	.	.	PUNCT
bam-11571	56	1	results	result	NOUN
bam-11571	56	2	from	from	ADP
bam-11571	56	3	august	august	PROPN
bam-11571	56	4	23th	23th	PROPN
bam-11571	56	5	,	,	PUNCT
bam-11571	56	6	2021	2021	NUM
bam-11571	56	7	to	to	ADP
bam-11571	56	8	december	december	PROPN
bam-11571	56	9	21th	21th	NUM
bam-11571	56	10	,	,	PUNCT
bam-11571	56	11	2022	2022	NUM
bam-11571	56	12	,	,	PUNCT
bam-11571	56	13	316	316	NUM
bam-11571	56	14	patients	patient	NOUN
bam-11571	56	15	with	with	ADP
bam-11571	56	16	confirmed	confirm	VERB
bam-11571	56	17	covid-19	covid-19	PROPN
bam-11571	56	18	infection	infection	NOUN
bam-11571	56	19	were	be	AUX
bam-11571	56	20	retrospectively	retrospectively	ADV
bam-11571	56	21	reviewed	review	VERB
bam-11571	56	22	.	.	PUNCT
bam-11571	57	1	three	three	NUM
bam-11571	57	2	patients	patient	NOUN
bam-11571	57	3	were	be	AUX
bam-11571	57	4	excluded	exclude	VERB
bam-11571	57	5	due	due	ADP
bam-11571	57	6	to	to	ADP
bam-11571	57	7	significantly	significantly	ADV
bam-11571	57	8	impaired	impair	VERB
bam-11571	57	9	image	image	NOUN
bam-11571	57	10	quality	quality	NOUN
bam-11571	57	11	of	of	ADP
bam-11571	57	12	chest	chest	NOUN
bam-11571	57	13	ct	ct	NUM
bam-11571	57	14	whereas	whereas	SCONJ
bam-11571	57	15	four	four	NUM
bam-11571	57	16	patients	patient	NOUN
bam-11571	57	17	were	be	AUX
bam-11571	57	18	excluded	exclude	VERB
bam-11571	57	19	because	because	SCONJ
bam-11571	57	20	of	of	ADP
bam-11571	57	21	having	having	AUX
bam-11571	57	22	superimposed	superimpose	VERB
bam-11571	57	23	infection	infection	NOUN
bam-11571	57	24	of	of	ADP
bam-11571	57	25	other	other	ADJ
bam-11571	57	26	pathogens	pathogen	NOUN
bam-11571	57	27	.	.	PUNCT
bam-11571	58	1	moreover	moreover	ADV
bam-11571	58	2	,	,	PUNCT
bam-11571	58	3	another	another	DET
bam-11571	58	4	18	18	NUM
bam-11571	58	5	patients	patient	NOUN
bam-11571	58	6	who	who	PRON
bam-11571	58	7	were	be	AUX
bam-11571	58	8	classified	classify	VERB
bam-11571	58	9	as	as	ADP
bam-11571	58	10	severe	severe	ADJ
bam-11571	58	11	type	type	NOUN
bam-11571	58	12	were	be	AUX
bam-11571	58	13	also	also	ADV
bam-11571	58	14	ruled	rule	VERB
bam-11571	58	15	out	out	ADP
bam-11571	58	16	.	.	PUNCT
bam-11571	59	1	291	291	NUM
bam-11571	59	2	patients	patient	NOUN
bam-11571	59	3	with	with	ADP
bam-11571	59	4	mean	mean	NOUN
bam-11571	59	5	(	(	PUNCT
bam-11571	59	6	sd	sd	NOUN
bam-11571	59	7	)	)	PUNCT
bam-11571	59	8	of	of	ADP
bam-11571	59	9	age	age	NOUN
bam-11571	59	10	was	be	AUX
bam-11571	59	11	64.7	64.7	NUM
bam-11571	59	12	(	(	PUNCT
bam-11571	59	13	+	+	NOUN
bam-11571	59	14	/-7.0	/-7.0	NUM
bam-11571	59	15	)	)	PUNCT
bam-11571	59	16	years	year	NOUN
bam-11571	59	17	,	,	PUNCT
bam-11571	59	18	with	with	SCONJ
bam-11571	59	19	1.2	1.2	NUM
bam-11571	59	20	female	female	ADJ
bam-11571	59	21	to	to	ADP
bam-11571	59	22	male	male	ADJ
bam-11571	59	23	proportion	proportion	NOUN
bam-11571	59	24	were	be	AUX
bam-11571	59	25	included	include	VERB
bam-11571	59	26	in	in	ADP
bam-11571	59	27	the	the	DET
bam-11571	59	28	further	further	ADJ
bam-11571	59	29	analysis	analysis	NOUN
bam-11571	59	30	.	.	PUNCT
bam-11571	60	1	during	during	ADP
bam-11571	60	2	hospitalization	hospitalization	NOUN
bam-11571	60	3	,	,	PUNCT
bam-11571	60	4	93	93	NUM
bam-11571	60	5	(	(	PUNCT
bam-11571	60	6	32	32	NUM
bam-11571	60	7	%	%	NOUN
bam-11571	60	8	)	)	PUNCT
bam-11571	60	9	patients	patient	NOUN
bam-11571	60	10	progressed	progress	VERB
bam-11571	60	11	to	to	ADP
bam-11571	60	12	severe	severe	ADJ
bam-11571	60	13	group	group	NOUN
bam-11571	60	14	with	with	ADP
bam-11571	60	15	mean	mean	PROPN
bam-11571	60	16	(	(	PUNCT
bam-11571	60	17	sd	sd	NOUN
bam-11571	60	18	)	)	PUNCT
bam-11571	60	19	age	age	NOUN
bam-11571	60	20	69.9	69.9	NUM
bam-11571	60	21	(	(	PUNCT
bam-11571	60	22	+	+	NOUN
bam-11571	60	23	/-5.4	/-5.4	NUM
bam-11571	60	24	)	)	PUNCT
bam-11571	60	25	years	year	NOUN
bam-11571	60	26	that	that	PRON
bam-11571	60	27	was	be	AUX
bam-11571	60	28	higher	high	ADJ
bam-11571	60	29	than	than	ADP
bam-11571	60	30	non	non	ADJ
bam-11571	60	31	-	-	ADJ
bam-11571	60	32	severe	severe	ADJ
bam-11571	60	33	group	group	NOUN
bam-11571	60	34	,	,	PUNCT
bam-11571	60	35	the	the	DET
bam-11571	60	36	percentage	percentage	NOUN
bam-11571	60	37	of	of	ADP
bam-11571	60	38	men	man	NOUN
bam-11571	60	39	was	be	AUX
bam-11571	60	40	65.5	65.5	NUM
bam-11571	60	41	%	%	NOUN
bam-11571	60	42	which	which	PRON
bam-11571	60	43	was	be	AUX
bam-11571	60	44	higher	high	ADJ
bam-11571	60	45	than	than	ADP
bam-11571	60	46	non	non	ADJ
bam-11571	60	47	-	-	ADJ
bam-11571	60	48	severe	severe	ADJ
bam-11571	60	49	group	group	NOUN
bam-11571	60	50	.	.	PUNCT
bam-11571	61	1	fig	fig	NOUN
bam-11571	61	2	1	1	NUM
bam-11571	61	3	.	.	PUNCT
bam-11571	62	1	lung	lung	NOUN
bam-11571	62	2	segmentation	segmentation	NOUN
bam-11571	62	3	using	use	VERB
bam-11571	62	4	the	the	DET
bam-11571	62	5	u	u	ADJ
bam-11571	62	6	-	-	ADJ
bam-11571	62	7	net	net	ADJ
bam-11571	62	8	model	model	NOUN
bam-11571	62	9	(	(	PUNCT
bam-11571	62	10	ltrc	ltrc	PROPN
bam-11571	62	11	lobes	lobes	PROPN
bam-11571	62	12	)	)	PUNCT
bam-11571	62	13	.	.	PUNCT
bam-11571	62	14	adapted	adapt	VERB
bam-11571	62	15	from	from	ADP
bam-11571	62	16	hofmanninger	hofmanninger	PROPN
bam-11571	62	17	j.	j.	PROPN
bam-11571	62	18	,et	,et	PROPN
bam-11571	62	19	al	al	PROPN
bam-11571	62	20	.	.	PROPN
bam-11571	62	21	,15	,15	PUNCT
bam-11571	63	1	ct	ct	PROPN
bam-11571	63	2	scan	scan	NOUN
bam-11571	63	3	for	for	ADP
bam-11571	63	4	prognosis	prognosis	NOUN
bam-11571	63	5	of	of	ADP
bam-11571	63	6	covid-19	covid-19	PROPN
bam-11571	63	7	by	by	ADP
bam-11571	63	8	deep	deep	ADJ
bam-11571	63	9	learning	learn	VERB
bam-11571	63	10	eur	eur	PROPN
bam-11571	63	11	j	j	PROPN
bam-11571	63	12	transl	transl	PROPN
bam-11571	63	13	myol	myol	ADV
bam-11571	63	14	33	33	NUM
bam-11571	63	15	(	(	PUNCT
bam-11571	63	16	3	3	NUM
bam-11571	63	17	)	)	PUNCT
bam-11571	63	18	11571	11571	NUM
bam-11571	63	19	,	,	PUNCT
bam-11571	63	20	2023	2023	NUM
bam-11571	63	21	doi	doi	NOUN
bam-11571	63	22	:	:	PUNCT
bam-11571	63	23	10.4081	10.4081	NUM
bam-11571	63	24	/	/	SYM
bam-11571	63	25	ejtm.2023.11571	ejtm.2023.11571	NUM
bam-11571	63	26	4	4	NUM
bam-11571	63	27	all	all	DET
bam-11571	63	28	patients	patient	NOUN
bam-11571	63	29	were	be	AUX
bam-11571	63	30	followed	follow	VERB
bam-11571	63	31	up	up	ADP
bam-11571	63	32	at	at	ADP
bam-11571	63	33	a	a	DET
bam-11571	63	34	mean	mean	ADJ
bam-11571	63	35	time	time	NOUN
bam-11571	63	36	of	of	ADP
bam-11571	63	37	23.2±11.7	23.2±11.7	NUM
bam-11571	63	38	days	day	NOUN
bam-11571	63	39	.	.	PUNCT
bam-11571	64	1	for	for	ADP
bam-11571	64	2	patients	patient	NOUN
bam-11571	64	3	from	from	ADP
bam-11571	64	4	progressed	progress	VERB
bam-11571	64	5	to	to	ADP
bam-11571	64	6	severe	severe	ADJ
bam-11571	64	7	group	group	NOUN
bam-11571	64	8	,	,	PUNCT
bam-11571	64	9	the	the	DET
bam-11571	64	10	mean	mean	ADJ
bam-11571	64	11	interval	interval	NOUN
bam-11571	64	12	between	between	ADP
bam-11571	64	13	admission	admission	NOUN
bam-11571	64	14	and	and	CCONJ
bam-11571	64	15	disease	disease	NOUN
bam-11571	64	16	progression	progression	NOUN
bam-11571	64	17	was	be	AUX
bam-11571	64	18	11.3±3.4	11.3±3.4	NUM
bam-11571	64	19	days	day	NOUN
bam-11571	64	20	.	.	PUNCT
bam-11571	65	1	detailed	detailed	ADJ
bam-11571	65	2	clinical	clinical	ADJ
bam-11571	65	3	table	table	NOUN
bam-11571	65	4	1	1	NUM
bam-11571	65	5	.	.	PUNCT
bam-11571	65	6	demographic	demographic	ADJ
bam-11571	65	7	and	and	CCONJ
bam-11571	65	8	clinical	clinical	ADJ
bam-11571	65	9	characteristics	characteristic	NOUN
bam-11571	65	10	of	of	ADP
bam-11571	65	11	the	the	DET
bam-11571	65	12	patients	patient	NOUN
bam-11571	65	13	.	.	PUNCT
bam-11571	66	1	variables	variable	NOUN
bam-11571	66	2	all	all	DET
bam-11571	66	3	patients	patient	NOUN
bam-11571	66	4	(	(	PUNCT
bam-11571	66	5	n=291	n=291	PROPN
bam-11571	66	6	)	)	PUNCT
bam-11571	66	7	non	non	ADJ
bam-11571	66	8	-	-	ADJ
bam-11571	66	9	severe	severe	ADJ
bam-11571	66	10	group	group	NOUN
bam-11571	66	11	(	(	PUNCT
bam-11571	66	12	n=198	n=198	NOUN
bam-11571	66	13	)	)	PUNCT
bam-11571	66	14	progress	progress	NOUN
bam-11571	66	15	-	-	PUNCT
bam-11571	66	16	to	to	ADP
bam-11571	66	17	-	-	PUNCT
bam-11571	66	18	severe	severe	ADJ
bam-11571	66	19	group	group	NOUN
bam-11571	66	20	(	(	PUNCT
bam-11571	66	21	n=93	n=93	PROPN
bam-11571	66	22	)	)	PUNCT
bam-11571	66	23	p	p	NOUN
bam-11571	66	24	-	-	PUNCT
bam-11571	66	25	value	value	NOUN
bam-11571	66	26	*	*	X
bam-11571	66	27	age	age	NOUN
bam-11571	66	28	,	,	PUNCT
bam-11571	66	29	year	year	NOUN
bam-11571	66	30	64.7(7.0	64.7(7.0	NUM
bam-11571	66	31	)	)	PUNCT
bam-11571	66	32	62.5(6.5	62.5(6.5	NUM
bam-11571	66	33	)	)	PUNCT
bam-11571	66	34	69.4(5.7	69.4(5.7	NUM
bam-11571	66	35	)	)	PUNCT
bam-11571	66	36	˂0.001	˂0.001	NOUN
bam-11571	66	37	men	man	NOUN
bam-11571	66	38	,	,	PUNCT
bam-11571	66	39	no	no	PRON
bam-11571	66	40	(	(	PUNCT
bam-11571	66	41	%	%	INTJ
bam-11571	66	42	)	)	PUNCT
bam-11571	66	43	129(44.3	129(44.3	NUM
bam-11571	66	44	)	)	PUNCT
bam-11571	66	45	72(36.4	72(36.4	NUM
bam-11571	66	46	)	)	PUNCT
bam-11571	66	47	57(61.3	57(61.3	NUM
bam-11571	66	48	)	)	PUNCT
bam-11571	66	49	˂0.001	˂0.001	X
bam-11571	66	50	clinical	clinical	ADJ
bam-11571	66	51	symptoms	symptom	NOUN
bam-11571	66	52	no	no	DET
bam-11571	66	53	symptom	symptom	NOUN
bam-11571	66	54	,	,	PUNCT
bam-11571	66	55	no	no	PRON
bam-11571	66	56	(	(	PUNCT
bam-11571	66	57	%	%	NOUN
bam-11571	66	58	)	)	PUNCT
bam-11571	66	59	36(12.4	36(12.4	NUM
bam-11571	66	60	)	)	PUNCT
bam-11571	66	61	28(14.1	28(14.1	ADJ
bam-11571	66	62	)	)	PUNCT
bam-11571	66	63	8(8.6	8(8.6	NUM
bam-11571	66	64	)	)	PUNCT
bam-11571	66	65	0.181	0.181	NUM
bam-11571	66	66	fever	fever	NOUN
bam-11571	66	67	,	,	PUNCT
bam-11571	66	68	no	no	PRON
bam-11571	66	69	(	(	PUNCT
bam-11571	66	70	%	%	NOUN
bam-11571	66	71	)	)	PUNCT
bam-11571	66	72	147(50.5	147(50.5	NUM
bam-11571	66	73	)	)	PUNCT
bam-11571	66	74	101(51.0	101(51.0	NUM
bam-11571	66	75	)	)	PUNCT
bam-11571	66	76	46(49.5	46(49.5	NOUN
bam-11571	66	77	)	)	PUNCT
bam-11571	66	78	0.805	0.805	NUM
bam-11571	66	79	cough	cough	NOUN
bam-11571	66	80	,	,	PUNCT
bam-11571	66	81	no	no	PRON
bam-11571	66	82	(	(	PUNCT
bam-11571	66	83	%	%	NOUN
bam-11571	66	84	)	)	PUNCT
bam-11571	66	85	145(49.8	145(49.8	NUM
bam-11571	66	86	)	)	PUNCT
bam-11571	66	87	93(47.0	93(47.0	NUM
bam-11571	66	88	)	)	PUNCT
bam-11571	66	89	52(55.9	52(55.9	NOUN
bam-11571	66	90	)	)	PUNCT
bam-11571	66	91	0.155	0.155	NUM
bam-11571	66	92	shortness	shortness	NOUN
bam-11571	66	93	of	of	ADP
bam-11571	66	94	breath	breath	NOUN
bam-11571	66	95	,	,	PUNCT
bam-11571	66	96	no	no	PRON
bam-11571	66	97	(	(	PUNCT
bam-11571	66	98	%	%	NOUN
bam-11571	66	99	)	)	PUNCT
bam-11571	66	100	128(43.9	128(43.9	NUM
bam-11571	66	101	)	)	PUNCT
bam-11571	66	102	73(36.9	73(36.9	NUM
bam-11571	66	103	)	)	PUNCT
bam-11571	66	104	58(62.4	58(62.4	NUM
bam-11571	66	105	)	)	PUNCT
bam-11571	66	106	˂0.001	˂0.001	VERB
bam-11571	66	107	comorbidity	comorbidity	NOUN
bam-11571	66	108	diabetes	diabetes	NOUN
bam-11571	66	109	,	,	PUNCT
bam-11571	66	110	no	no	DET
bam-11571	66	111	(	(	PUNCT
bam-11571	66	112	%	%	NOUN
bam-11571	66	113	)	)	PUNCT
bam-11571	66	114	72(24.7	72(24.7	NOUN
bam-11571	66	115	)	)	PUNCT
bam-11571	66	116	39(19.7	39(19.7	NUM
bam-11571	66	117	)	)	PUNCT
bam-11571	66	118	33(35.5	33(35.5	NUM
bam-11571	66	119	)	)	PUNCT
bam-11571	66	120	0.004	0.004	NUM
bam-11571	66	121	hypertension	hypertension	NOUN
bam-11571	66	122	,	,	PUNCT
bam-11571	66	123	no	no	PRON
bam-11571	66	124	(	(	PUNCT
bam-11571	66	125	%	%	NOUN
bam-11571	66	126	)	)	PUNCT
bam-11571	66	127	127(43.6	127(43.6	NUM
bam-11571	66	128	)	)	PUNCT
bam-11571	66	129	83(41.9	83(41.9	NUM
bam-11571	66	130	)	)	PUNCT
bam-11571	66	131	44(47.3	44(47.3	NOUN
bam-11571	66	132	)	)	PUNCT
bam-11571	67	1	0.387	0.387	NUM
bam-11571	67	2	copd	copd	NOUN
bam-11571	67	3	,	,	PUNCT
bam-11571	67	4	no	no	PRON
bam-11571	67	5	(	(	PUNCT
bam-11571	67	6	%	%	INTJ
bam-11571	67	7	)	)	PUNCT
bam-11571	67	8	30(10.3	30(10.3	NUM
bam-11571	67	9	)	)	PUNCT
bam-11571	67	10	14(7.1	14(7.1	NUM
bam-11571	67	11	)	)	PUNCT
bam-11571	67	12	16(17.2	16(17.2	NUM
bam-11571	67	13	)	)	PUNCT
bam-11571	67	14	0.008	0.008	NUM
bam-11571	67	15	clinical	clinical	ADJ
bam-11571	67	16	outcome	outcome	NOUN
bam-11571	67	17	,	,	PUNCT
bam-11571	67	18	no	no	PRON
bam-11571	67	19	(	(	PUNCT
bam-11571	67	20	%	%	INTJ
bam-11571	67	21	)	)	PUNCT
bam-11571	67	22	death	death	NOUN
bam-11571	67	23	,	,	PUNCT
bam-11571	67	24	no	no	PRON
bam-11571	67	25	(	(	PUNCT
bam-11571	67	26	%	%	NOUN
bam-11571	67	27	)	)	PUNCT
bam-11571	67	28	12(4.1	12(4.1	NUM
bam-11571	67	29	)	)	PUNCT
bam-11571	67	30	3(1.5	3(1.5	NUM
bam-11571	67	31	)	)	PUNCT
bam-11571	67	32	9(9.7	9(9.7	NUM
bam-11571	67	33	)	)	PUNCT
bam-11571	67	34	0.002	0.002	NUM
bam-11571	67	35	table	table	NOUN
bam-11571	67	36	2	2	NUM
bam-11571	67	37	.	.	PUNCT
bam-11571	67	38	initial	initial	ADJ
bam-11571	67	39	chest	chest	NOUN
bam-11571	67	40	ct	ct	NUM
bam-11571	67	41	findings	finding	NOUN
bam-11571	67	42	between	between	ADP
bam-11571	67	43	the	the	DET
bam-11571	67	44	non	non	ADJ
bam-11571	67	45	-	-	ADJ
bam-11571	67	46	severe	severe	ADJ
bam-11571	67	47	and	and	CCONJ
bam-11571	67	48	progress	progress	NOUN
bam-11571	67	49	-	-	PUNCT
bam-11571	67	50	to	to	ADP
bam-11571	67	51	-	-	PUNCT
bam-11571	67	52	severe	severe	ADJ
bam-11571	67	53	groups	group	NOUN
bam-11571	67	54	and	and	CCONJ
bam-11571	67	55	clinical	clinical	ADJ
bam-11571	67	56	outcome	outcome	NOUN
bam-11571	67	57	.	.	PUNCT
bam-11571	68	1	variables	variable	NOUN
bam-11571	68	2	all	all	DET
bam-11571	68	3	patients	patient	NOUN
bam-11571	68	4	(	(	PUNCT
bam-11571	68	5	n=291	n=291	PROPN
bam-11571	68	6	)	)	PUNCT
bam-11571	68	7	non	non	ADJ
bam-11571	68	8	-	-	ADJ
bam-11571	68	9	severe	severe	ADJ
bam-11571	68	10	group	group	NOUN
bam-11571	68	11	(	(	PUNCT
bam-11571	68	12	n=198	n=198	NOUN
bam-11571	68	13	)	)	PUNCT
bam-11571	68	14	progress	progress	NOUN
bam-11571	68	15	-	-	PUNCT
bam-11571	68	16	to	to	ADP
bam-11571	68	17	-	-	PUNCT
bam-11571	68	18	severe	severe	ADJ
bam-11571	68	19	group	group	NOUN
bam-11571	68	20	(	(	PUNCT
bam-11571	68	21	n=93	n=93	PROPN
bam-11571	68	22	)	)	PUNCT
bam-11571	68	23	p	p	NOUN
bam-11571	68	24	-	-	PUNCT
bam-11571	68	25	value	value	NOUN
bam-11571	68	26	*	*	PUNCT
bam-11571	68	27	pure	pure	PROPN
bam-11571	68	28	ggo	ggo	PROPN
bam-11571	68	29	,	,	PUNCT
bam-11571	68	30	no	no	PRON
bam-11571	68	31	(	(	PUNCT
bam-11571	68	32	%	%	NOUN
bam-11571	68	33	)	)	PUNCT
bam-11571	68	34	58	58	NUM
bam-11571	68	35	(	(	PUNCT
bam-11571	68	36	19.9	19.9	NUM
bam-11571	68	37	)	)	PUNCT
bam-11571	68	38	50	50	NUM
bam-11571	68	39	(	(	PUNCT
bam-11571	68	40	25.2	25.2	NUM
bam-11571	68	41	)	)	PUNCT
bam-11571	68	42	8	8	NUM
bam-11571	68	43	(	(	PUNCT
bam-11571	68	44	8.6	8.6	NUM
bam-11571	68	45	)	)	PUNCT
bam-11571	68	46	0.001	0.001	NUM
bam-11571	68	47	ggo	ggo	PROPN
bam-11571	68	48	 	 	SPACE
bam-11571	68	49	+	+	ADJ
bam-11571	68	50	 	 	SPACE
bam-11571	68	51	consolidation	consolidation	NOUN
bam-11571	68	52	,	,	PUNCT
bam-11571	68	53	no	no	PRON
bam-11571	68	54	(	(	PUNCT
bam-11571	68	55	%	%	NOUN
bam-11571	68	56	)	)	PUNCT
bam-11571	68	57	179	179	NUM
bam-11571	68	58	(	(	PUNCT
bam-11571	68	59	61.5	61.5	NUM
bam-11571	68	60	)	)	PUNCT
bam-11571	68	61	96	96	NUM
bam-11571	68	62	(	(	PUNCT
bam-11571	68	63	48.5	48.5	NUM
bam-11571	68	64	)	)	PUNCT
bam-11571	68	65	83	83	NUM
bam-11571	68	66	(	(	PUNCT
bam-11571	68	67	89.2	89.2	NUM
bam-11571	68	68	)	)	PUNCT
bam-11571	68	69	˂0.001	˂0.001	VERB
bam-11571	68	70	pure	pure	ADJ
bam-11571	68	71	consolidation	consolidation	NOUN
bam-11571	68	72	,	,	PUNCT
bam-11571	68	73	no	no	PRON
bam-11571	68	74	(	(	PUNCT
bam-11571	68	75	%	%	NOUN
bam-11571	68	76	)	)	PUNCT
bam-11571	68	77	6	6	NUM
bam-11571	68	78	(	(	PUNCT
bam-11571	68	79	2	2	NUM
bam-11571	68	80	)	)	PUNCT
bam-11571	68	81	4	4	NUM
bam-11571	68	82	(	(	PUNCT
bam-11571	68	83	2	2	NUM
bam-11571	68	84	)	)	PUNCT
bam-11571	68	85	2	2	NUM
bam-11571	68	86	(	(	PUNCT
bam-11571	68	87	2.1	2.1	NUM
bam-11571	68	88	)	)	PUNCT
bam-11571	68	89	0.999	0.999	NUM
bam-11571	68	90	ct	ct	NUM
bam-11571	68	91	severity	severity	NOUN
bam-11571	68	92	score	score	NOUN
bam-11571	68	93	13.2(3.0	13.2(3.0	NUM
bam-11571	68	94	)	)	PUNCT
bam-11571	68	95	11.8(1.9	11.8(1.9	NUM
bam-11571	68	96	)	)	PUNCT
bam-11571	68	97	16.3(2.7	16.3(2.7	NUM
bam-11571	68	98	)	)	PUNCT
bam-11571	68	99	˂0.001	˂0.001	NOUN
bam-11571	68	100	reticulation	reticulation	NOUN
bam-11571	68	101	,	,	PUNCT
bam-11571	68	102	no	no	PRON
bam-11571	68	103	(	(	PUNCT
bam-11571	68	104	%	%	NOUN
bam-11571	68	105	)	)	PUNCT
bam-11571	68	106	32(11.0	32(11.0	NUM
bam-11571	68	107	)	)	PUNCT
bam-11571	68	108	18(9.1	18(9.1	NUM
bam-11571	68	109	)	)	PUNCT
bam-11571	68	110	14(15.1	14(15.1	NOUN
bam-11571	68	111	)	)	PUNCT
bam-11571	68	112	0.129	0.129	NUM
bam-11571	68	113	nodule	nodule	NOUN
bam-11571	68	114	,	,	PUNCT
bam-11571	68	115	no	no	DET
bam-11571	68	116	(	(	PUNCT
bam-11571	68	117	%	%	NOUN
bam-11571	68	118	)	)	PUNCT
bam-11571	68	119	8(2.7	8(2.7	NUM
bam-11571	68	120	)	)	PUNCT
bam-11571	68	121	0	0	NUM
bam-11571	68	122	(	(	PUNCT
bam-11571	68	123	)	)	PUNCT
bam-11571	68	124	8(8.6	8(8.6	NUM
bam-11571	68	125	)	)	PUNCT
bam-11571	68	126	˂0.001	˂0.001	NOUN
bam-11571	68	127	cavitation	cavitation	NOUN
bam-11571	68	128	,	,	PUNCT
bam-11571	68	129	no	no	PRON
bam-11571	68	130	(	(	PUNCT
bam-11571	68	131	%	%	NOUN
bam-11571	68	132	)	)	PUNCT
bam-11571	68	133	11(3.8	11(3.8	NUM
bam-11571	68	134	)	)	PUNCT
bam-11571	68	135	4(2.0	4(2.0	NUM
bam-11571	68	136	)	)	PUNCT
bam-11571	68	137	7(7.5	7(7.5	NUM
bam-11571	68	138	)	)	PUNCT
bam-11571	68	139	0.022	0.022	NUM
bam-11571	68	140	emphysema	emphysema	ADJ
bam-11571	68	141	,	,	PUNCT
bam-11571	68	142	no	no	INTJ
bam-11571	68	143	(	(	PUNCT
bam-11571	68	144	%	%	NOUN
bam-11571	68	145	)	)	PUNCT
bam-11571	68	146	45(15.5	45(15.5	ADJ
bam-11571	68	147	)	)	PUNCT
bam-11571	68	148	23(11.6	23(11.6	NOUN
bam-11571	68	149	)	)	PUNCT
bam-11571	68	150	22(23.7	22(23.7	NOUN
bam-11571	68	151	)	)	PUNCT
bam-11571	68	152	0.008	0.008	NUM
bam-11571	68	153	pleural	pleural	ADJ
bam-11571	68	154	effusion	effusion	NOUN
bam-11571	68	155	,	,	PUNCT
bam-11571	68	156	no	no	PRON
bam-11571	68	157	(	(	PUNCT
bam-11571	68	158	%	%	NOUN
bam-11571	68	159	)	)	PUNCT
bam-11571	68	160	61(21.0	61(21.0	ADJ
bam-11571	68	161	)	)	PUNCT
bam-11571	68	162	23(11.6	23(11.6	NOUN
bam-11571	68	163	)	)	PUNCT
bam-11571	68	164	38(40.9	38(40.9	NUM
bam-11571	68	165	)	)	PUNCT
bam-11571	68	166	˂0.001	˂0.001	NOUN
bam-11571	69	1	lymphadenopathy	lymphadenopathy	ADJ
bam-11571	69	2	,	,	PUNCT
bam-11571	69	3	no	no	INTJ
bam-11571	69	4	(	(	PUNCT
bam-11571	69	5	%	%	NOUN
bam-11571	69	6	)	)	PUNCT
bam-11571	69	7	36(12.4	36(12.4	NUM
bam-11571	69	8	)	)	PUNCT
bam-11571	69	9	16(8.1	16(8.1	NUM
bam-11571	69	10	)	)	PUNCT
bam-11571	69	11	20(21.5	20(21.5	NOUN
bam-11571	69	12	)	)	PUNCT
bam-11571	69	13	0.001	0.001	NUM
bam-11571	69	14	ai	ai	ADJ
bam-11571	69	15	-	-	PUNCT
bam-11571	69	16	assisted	assist	VERB
bam-11571	69	17	quantification	quantification	NOUN
bam-11571	69	18	ggo	ggo	PROPN
bam-11571	69	19	volume	volume	NOUN
bam-11571	69	20	percentage	percentage	NOUN
bam-11571	69	21	27.8(13.2	27.8(13.2	NUM
bam-11571	69	22	)	)	PUNCT
bam-11571	69	23	21.7(8.8	21.7(8.8	NUM
bam-11571	69	24	)	)	PUNCT
bam-11571	69	25	40.6(11.9	40.6(11.9	NUM
bam-11571	69	26	)	)	PUNCT
bam-11571	69	27	˂0.001	˂0.001	ADJ
bam-11571	69	28	consolidation	consolidation	NOUN
bam-11571	69	29	volume	volume	NOUN
bam-11571	69	30	percentage	percentage	NOUN
bam-11571	69	31	2.8(1.9	2.8(1.9	NOUN
bam-11571	69	32	)	)	PUNCT
bam-11571	69	33	1.9(1.0	1.9(1.0	NOUN
bam-11571	69	34	)	)	PUNCT
bam-11571	69	35	4.8(2.0	4.8(2.0	ADJ
bam-11571	69	36	)	)	PUNCT
bam-11571	69	37	˂0.001	˂0.001	VERB
bam-11571	69	38	ggo+	ggo+	NOUN
bam-11571	69	39	consolidation	consolidation	NOUN
bam-11571	69	40	volume	volume	NOUN
bam-11571	69	41	percentage	percentage	NOUN
bam-11571	69	42	30.6(14.5	30.6(14.5	NUM
bam-11571	69	43	)	)	PUNCT
bam-11571	69	44	23.7(9.0	23.7(9.0	NUM
bam-11571	69	45	)	)	PUNCT
bam-11571	69	46	45.4(12.9	45.4(12.9	NUM
bam-11571	69	47	)	)	PUNCT
bam-11571	69	48	˂0.001	˂0.001	NOUN
bam-11571	69	49	ai	ai	VERB
bam-11571	69	50	:	:	PUNCT
bam-11571	69	51	artificial	artificial	ADJ
bam-11571	69	52	intelligence	intelligence	NOUN
bam-11571	69	53	,	,	PUNCT
bam-11571	69	54	ggo	ggo	PROPN
bam-11571	69	55	:	:	PUNCT
bam-11571	69	56	ground	ground	NOUN
bam-11571	69	57	glass	glass	NOUN
bam-11571	69	58	opacity	opacity	NOUN
bam-11571	69	59	.	.	PUNCT
bam-11571	70	1	in	in	ADP
bam-11571	70	2	case	case	NOUN
bam-11571	70	3	of	of	ADP
bam-11571	70	4	ct	ct	NUM
bam-11571	70	5	semi	semi	ADJ
bam-11571	70	6	-	-	ADJ
bam-11571	70	7	quantitative	quantitative	ADJ
bam-11571	70	8	score	score	NOUN
bam-11571	70	9	,	,	PUNCT
bam-11571	70	10	the	the	DET
bam-11571	70	11	two	two	NUM
bam-11571	70	12	group	group	NOUN
bam-11571	70	13	are	be	AUX
bam-11571	70	14	not	not	PART
bam-11571	70	15	different	different	ADJ
bam-11571	70	16	about	about	ADP
bam-11571	70	17	    	    	SPACE
bam-11571	70	18	ct	ct	NUM
bam-11571	70	19	scan	scan	NOUN
bam-11571	70	20	for	for	ADP
bam-11571	70	21	prognosis	prognosis	NOUN
bam-11571	70	22	of	of	ADP
bam-11571	70	23	covid-19	covid-19	PROPN
bam-11571	70	24	by	by	ADP
bam-11571	70	25	deep	deep	ADJ
bam-11571	70	26	learning	learn	VERB
bam-11571	70	27	eur	eur	PROPN
bam-11571	70	28	j	j	PROPN
bam-11571	70	29	transl	transl	PROPN
bam-11571	70	30	myol	myol	ADV
bam-11571	70	31	33	33	NUM
bam-11571	70	32	(	(	PUNCT
bam-11571	70	33	3	3	NUM
bam-11571	70	34	)	)	PUNCT
bam-11571	70	35	11571	11571	NUM
bam-11571	70	36	,	,	PUNCT
bam-11571	70	37	2023	2023	NUM
bam-11571	70	38	doi	doi	NOUN
bam-11571	70	39	:	:	PUNCT
bam-11571	70	40	10.4081	10.4081	NUM
bam-11571	70	41	/	/	SYM
bam-11571	70	42	ejtm.2023.11571	ejtm.2023.11571	NUM
bam-11571	70	43	5	5	NUM
bam-11571	70	44	characteristics	characteristic	NOUN
bam-11571	70	45	are	be	AUX
bam-11571	70	46	given	give	VERB
bam-11571	70	47	in	in	ADP
bam-11571	70	48	table	table	NOUN
bam-11571	70	49	1	1	NUM
bam-11571	70	50	.	.	PUNCT
bam-11571	71	1	as	as	SCONJ
bam-11571	71	2	for	for	ADP
bam-11571	71	3	subgroup	subgroup	NOUN
bam-11571	71	4	analysis	analysis	NOUN
bam-11571	71	5	,	,	PUNCT
bam-11571	71	6	ggo	ggo	PROPN
bam-11571	71	7	+	+	CCONJ
bam-11571	71	8	consolidation	consolidation	NOUN
bam-11571	71	9	was	be	AUX
bam-11571	71	10	more	more	ADV
bam-11571	71	11	frequently	frequently	ADV
bam-11571	71	12	revealed	reveal	VERB
bam-11571	71	13	in	in	ADP
bam-11571	71	14	progress	progress	NOUN
bam-11571	71	15	-	-	PUNCT
bam-11571	71	16	to	to	ADP
bam-11571	71	17	-	-	PUNCT
bam-11571	71	18	severe	severe	ADJ
bam-11571	71	19	group	group	NOUN
bam-11571	71	20	whereas	whereas	SCONJ
bam-11571	71	21	pure	pure	ADJ
bam-11571	71	22	ggo	ggo	PROPN
bam-11571	71	23	was	be	AUX
bam-11571	71	24	more	more	ADV
bam-11571	71	25	likely	likely	ADJ
bam-11571	71	26	to	to	PART
bam-11571	71	27	be	be	AUX
bam-11571	71	28	found	find	VERB
bam-11571	71	29	in	in	ADP
bam-11571	71	30	non	non	ADJ
bam-11571	71	31	-	-	ADJ
bam-11571	71	32	severe	severe	ADJ
bam-11571	71	33	group	group	NOUN
bam-11571	71	34	(	(	PUNCT
bam-11571	71	35	table	table	NOUN
bam-11571	71	36	2	2	NUM
bam-11571	71	37	)	)	PUNCT
bam-11571	71	38	.	.	PUNCT
bam-11571	72	1	moreover	moreover	ADV
bam-11571	72	2	,	,	PUNCT
bam-11571	72	3	patients	patient	NOUN
bam-11571	72	4	in	in	ADP
bam-11571	72	5	progress	progress	NOUN
bam-11571	72	6	-	-	PUNCT
bam-11571	72	7	to	to	ADP
bam-11571	72	8	-	-	PUNCT
bam-11571	72	9	severe	severe	ADJ
bam-11571	72	10	group	group	NOUN
bam-11571	72	11	had	have	VERB
bam-11571	72	12	higher	high	ADJ
bam-11571	72	13	incidence	incidence	NOUN
bam-11571	72	14	of	of	ADP
bam-11571	72	15	pleural	pleural	ADJ
bam-11571	72	16	effusion	effusion	NOUN
bam-11571	72	17	,	,	PUNCT
bam-11571	72	18	nodule	nodule	NOUN
bam-11571	72	19	and	and	CCONJ
bam-11571	72	20	larger	large	ADJ
bam-11571	72	21	number	number	NOUN
bam-11571	72	22	of	of	ADP
bam-11571	72	23	involved	involved	ADJ
bam-11571	72	24	lobes	lobe	NOUN
bam-11571	72	25	(	(	PUNCT
bam-11571	72	26	table	table	NOUN
bam-11571	72	27	2	2	NUM
bam-11571	72	28	)	)	PUNCT
bam-11571	72	29	.	.	PUNCT
bam-11571	73	1	the	the	DET
bam-11571	73	2	regions	region	NOUN
bam-11571	73	3	of	of	ADP
bam-11571	73	4	lesion	lesion	NOUN
bam-11571	73	5	(	(	PUNCT
bam-11571	73	6	pneumonia	pneumonia	NOUN
bam-11571	73	7	)	)	PUNCT
bam-11571	73	8	were	be	AUX
bam-11571	73	9	reliably	reliably	ADV
bam-11571	73	10	segmented	segment	VERB
bam-11571	73	11	by	by	ADP
bam-11571	73	12	ai	ai	PRON
bam-11571	73	13	assisted	assist	VERB
bam-11571	73	14	quantification	quantification	NOUN
bam-11571	73	15	,	,	PUNCT
bam-11571	73	16	with	with	ADP
bam-11571	73	17	a	a	DET
bam-11571	73	18	dice	dice	NOUN
bam-11571	73	19	coefficient	coefficient	NOUN
bam-11571	73	20	of	of	ADP
bam-11571	73	21	0.845	0.845	NUM
bam-11571	73	22	(	(	PUNCT
bam-11571	73	23	ci	ci	NOUN
bam-11571	73	24	0.751–0.944	0.751–0.944	NOUN
bam-11571	73	25	,	,	PUNCT
bam-11571	73	26	p=0.005	p=0.005	NOUN
bam-11571	73	27	)	)	PUNCT
bam-11571	73	28	.	.	PUNCT
bam-11571	74	1	compared	compare	VERB
bam-11571	74	2	to	to	ADP
bam-11571	74	3	non	non	ADJ
bam-11571	74	4	-	-	ADJ
bam-11571	74	5	severe	severe	ADJ
bam-11571	74	6	group	group	NOUN
bam-11571	74	7	,	,	PUNCT
bam-11571	74	8	patients	patient	NOUN
bam-11571	74	9	in	in	ADP
bam-11571	74	10	progress	progress	NOUN
bam-11571	74	11	-	-	PUNCT
bam-11571	74	12	to	to	ADP
bam-11571	74	13	-	-	PUNCT
bam-11571	74	14	severe	severe	ADJ
bam-11571	74	15	group	group	NOUN
bam-11571	74	16	had	have	VERB
bam-11571	74	17	larger	large	ADJ
bam-11571	74	18	ggo	ggo	PROPN
bam-11571	74	19	volume	volume	NOUN
bam-11571	74	20	as	as	ADV
bam-11571	74	21	well	well	ADV
bam-11571	74	22	as	as	ADP
bam-11571	74	23	consolidation	consolidation	NOUN
bam-11571	74	24	volume	volume	NOUN
bam-11571	74	25	.	.	PUNCT
bam-11571	75	1	the	the	DET
bam-11571	75	2	ggo	ggo	PROPN
bam-11571	75	3	volume	volume	NOUN
bam-11571	75	4	percentage	percentage	NOUN
bam-11571	75	5	and	and	CCONJ
bam-11571	75	6	consolidation	consolidation	NOUN
bam-11571	75	7	volume	volume	NOUN
bam-11571	75	8	percentage	percentage	NOUN
bam-11571	75	9	was	be	AUX
bam-11571	75	10	significantly	significantly	ADV
bam-11571	75	11	higher	high	ADJ
bam-11571	75	12	in	in	ADP
bam-11571	75	13	severe	severe	ADJ
bam-11571	75	14	group	group	NOUN
bam-11571	75	15	(	(	PUNCT
bam-11571	75	16	table	table	NOUN
bam-11571	75	17	2	2	NUM
bam-11571	75	18	and	and	CCONJ
bam-11571	75	19	fig	fig	NOUN
bam-11571	75	20	2	2	NUM
bam-11571	75	21	.	.	PUNCT
bam-11571	75	22	disease	disease	NOUN
bam-11571	75	23	severity	severity	NOUN
bam-11571	75	24	progression	progression	NOUN
bam-11571	75	25	fig	fig	NOUN
bam-11571	75	26	3	3	X
bam-11571	75	27	.	.	PUNCT
bam-11571	76	1	clinical	clinical	ADJ
bam-11571	76	2	outcome	outcome	NOUN
bam-11571	76	3	table	table	NOUN
bam-11571	76	4	3	3	NUM
bam-11571	76	5	.	.	PUNCT
bam-11571	77	1	roc	roc	PROPN
bam-11571	77	2	curve	curve	NOUN
bam-11571	77	3	analysis	analysis	NOUN
bam-11571	77	4	of	of	ADP
bam-11571	77	5	ct	ct	NOUN
bam-11571	77	6	-	-	PUNCT
bam-11571	77	7	derived	derive	VERB
bam-11571	77	8	parameters	parameter	NOUN
bam-11571	77	9	for	for	ADP
bam-11571	77	10	predicting	predict	VERB
bam-11571	77	11	progression	progression	NOUN
bam-11571	77	12	and	and	CCONJ
bam-11571	77	13	clinical	clinical	ADJ
bam-11571	77	14	outcome	outcome	NOUN
bam-11571	77	15	.	.	PUNCT
bam-11571	78	1	variables	variable	NOUN
bam-11571	78	2	best	well	ADV
bam-11571	78	3	cut	cut	VERB
bam-11571	78	4	of	of	ADP
bam-11571	78	5	auc	auc	NOUN
bam-11571	78	6	95	95	NUM
bam-11571	78	7	%	%	NOUN
bam-11571	78	8	ci	ci	NOUN
bam-11571	78	9	p	p	ADJ
bam-11571	78	10	-	-	PUNCT
bam-11571	78	11	value	value	NOUN
bam-11571	78	12	sensitivity	sensitivity	NOUN
bam-11571	78	13	(	(	PUNCT
bam-11571	78	14	%	%	INTJ
bam-11571	78	15	)	)	PUNCT
bam-11571	78	16	specificity	specificity	NOUN
bam-11571	78	17	(	(	PUNCT
bam-11571	78	18	%	%	INTJ
bam-11571	78	19	)	)	PUNCT
bam-11571	78	20	disease	disease	NOUN
bam-11571	78	21	severity	severity	NOUN
bam-11571	78	22	progression	progression	NOUN
bam-11571	78	23	*	*	PUNCT
bam-11571	78	24	ct	ct	NUM
bam-11571	78	25	severity	severity	NOUN
bam-11571	78	26	score	score	VERB
bam-11571	78	27	10.5	10.5	NUM
bam-11571	78	28	0.88	0.88	NUM
bam-11571	78	29	0.84	0.84	NUM
bam-11571	78	30	-	-	SYM
bam-11571	78	31	0.92	0.92	NUM
bam-11571	78	32	0.022	0.022	NUM
bam-11571	78	33	0.98	0.98	NUM
bam-11571	78	34	0.30	0.30	NUM
bam-11571	78	35	ggo	ggo	PROPN
bam-11571	78	36	volume	volume	NOUN
bam-11571	78	37	percentage	percentage	NOUN
bam-11571	78	38	10.4	10.4	NUM
bam-11571	78	39	0.89	0.89	NUM
bam-11571	78	40	0.85	0.85	NUM
bam-11571	78	41	-	-	SYM
bam-11571	78	42	0.93	0.93	NUM
bam-11571	78	43	0.020	0.020	NUM
bam-11571	78	44	0.99	0.99	NUM
bam-11571	78	45	0.10	0.10	NUM
bam-11571	78	46	consolidation	consolidation	NOUN
bam-11571	78	47	volume	volume	NOUN
bam-11571	78	48	percentage	percentage	NOUN
bam-11571	78	49	1.7	1.7	NUM
bam-11571	78	50	0.94	0.94	NUM
bam-11571	78	51	0.91	0.91	NUM
bam-11571	78	52	-	-	SYM
bam-11571	78	53	0.96	0.96	NUM
bam-11571	78	54	0.014	0.014	NUM
bam-11571	78	55	0.98	0.98	NUM
bam-11571	78	56	0.46	0.46	NUM
bam-11571	79	1	ggo+	ggo+	PROPN
bam-11571	79	2	consolidation	consolidation	NOUN
bam-11571	79	3	volume	volume	NOUN
bam-11571	79	4	percentage	percentage	NOUN
bam-11571	79	5	15.3	15.3	NUM
bam-11571	79	6	0.91	0.91	NUM
bam-11571	79	7	0.87	0.87	NUM
bam-11571	79	8	-	-	SYM
bam-11571	79	9	0.94	0.94	NUM
bam-11571	79	10	0.018	0.018	NUM
bam-11571	79	11	0.99	0.99	NUM
bam-11571	79	12	0.15	0.15	NUM
bam-11571	79	13	death	death	NOUN
bam-11571	79	14	ct	ct	NUM
bam-11571	79	15	severity	severity	NOUN
bam-11571	79	16	score	score	NOUN
bam-11571	79	17	13.5	13.5	NUM
bam-11571	79	18	0.88	0.88	NUM
bam-11571	79	19	0.80	0.80	NUM
bam-11571	79	20	-	-	SYM
bam-11571	79	21	0.95	0.95	NUM
bam-11571	79	22	˂0.001	˂0.001	NOUN
bam-11571	79	23	0.92	0.92	NUM
bam-11571	79	24	0.66	0.66	NUM
bam-11571	79	25	ggo	ggo	PROPN
bam-11571	79	26	volume	volume	NOUN
bam-11571	79	27	percentage	percentage	NOUN
bam-11571	79	28	29.3	29.3	NUM
bam-11571	79	29	0.88	0.88	NUM
bam-11571	79	30	0.81	0.81	NUM
bam-11571	79	31	-	-	SYM
bam-11571	79	32	0.94	0.94	NUM
bam-11571	79	33	˂0.001	˂0.001	VERB
bam-11571	79	34	0.92	0.92	NUM
bam-11571	79	35	0.67	0.67	NUM
bam-11571	79	36	consolidation	consolidation	NOUN
bam-11571	79	37	volume	volume	NOUN
bam-11571	79	38	percentage	percentage	NOUN
bam-11571	79	39	4.0	4.0	NUM
bam-11571	79	40	0.91	0.91	NUM
bam-11571	79	41	0.87	0.87	NUM
bam-11571	79	42	-	-	SYM
bam-11571	79	43	0.96	0.96	NUM
bam-11571	79	44	˂0.001	˂0.001	NOUN
bam-11571	79	45	0.92	0.92	NUM
bam-11571	79	46	0.81	0.81	NUM
bam-11571	79	47	ggo+	ggo+	PROPN
bam-11571	79	48	consolidation	consolidation	NOUN
bam-11571	79	49	volume	volume	NOUN
bam-11571	79	50	percentage	percentage	NOUN
bam-11571	79	51	33.2	33.2	NUM
bam-11571	79	52	0.84	0.84	NUM
bam-11571	79	53	0.83	0.83	NUM
bam-11571	79	54	-	-	SYM
bam-11571	79	55	0.95	0.95	NUM
bam-11571	79	56	˂0.001	˂0.001	VERB
bam-11571	79	57	0.92	0.92	NUM
bam-11571	79	58	0.69	0.69	NUM
bam-11571	79	59	auc	auc	NOUN
bam-11571	79	60	:	:	PUNCT
bam-11571	79	61	area	area	NOUN
bam-11571	79	62	under	under	ADP
bam-11571	79	63	curve	curve	NOUN
bam-11571	79	64	,	,	PUNCT
bam-11571	79	65	ct	ct	PRON
bam-11571	79	66	:	:	PUNCT
bam-11571	79	67	computed	computed	ADJ
bam-11571	79	68	tomography	tomography	NOUN
bam-11571	79	69	,	,	PUNCT
bam-11571	79	70	ci	ci	NOUN
bam-11571	79	71	:	:	PUNCT
bam-11571	79	72	confidence	confidence	NOUN
bam-11571	79	73	interval	interval	NOUN
bam-11571	79	74	,	,	PUNCT
bam-11571	79	75	ggo	ggo	PROPN
bam-11571	79	76	:	:	PUNCT
bam-11571	79	77	ground	ground	NOUN
bam-11571	79	78	glass	glass	NOUN
bam-11571	79	79	opacity	opacity	NOUN
bam-11571	79	80	,	,	PUNCT
bam-11571	79	81	icu	icu	PROPN
bam-11571	79	82	:	:	PUNCT
bam-11571	79	83	intensive	intensive	ADJ
bam-11571	79	84	care	care	NOUN
bam-11571	79	85	unit	unit	NOUN
bam-11571	79	86	,	,	PUNCT
bam-11571	79	87	roc	roc	PROPN
bam-11571	79	88	:	:	PUNCT
bam-11571	79	89	receiver	receiver	ADJ
bam-11571	79	90	operating	operate	VERB
bam-11571	79	91	characteristic	characteristic	NOUN
bam-11571	79	92	.	.	PUNCT
bam-11571	80	1	*	*	PUNCT
bam-11571	80	2	disease	disease	NOUN
bam-11571	80	3	severity	severity	NOUN
bam-11571	80	4	progression	progression	NOUN
bam-11571	80	5	was	be	AUX
bam-11571	80	6	defined	define	VERB
bam-11571	80	7	as	as	ADP
bam-11571	80	8	prediction	prediction	NOUN
bam-11571	80	9	of	of	ADP
bam-11571	80	10	progress	progress	NOUN
bam-11571	80	11	-	-	PUNCT
bam-11571	80	12	to	to	ADP
bam-11571	80	13	-	-	PUNCT
bam-11571	80	14	severe	severe	ADJ
bam-11571	80	15	group	group	NOUN
bam-11571	80	16	.	.	PUNCT
bam-11571	81	1	ct	ct	PROPN
bam-11571	81	2	scan	scan	VERB
bam-11571	81	3	for	for	ADP
bam-11571	81	4	prognosis	prognosis	NOUN
bam-11571	81	5	of	of	ADP
bam-11571	81	6	covid-19	covid-19	PROPN
bam-11571	81	7	by	by	ADP
bam-11571	81	8	deep	deep	ADJ
bam-11571	81	9	learning	learn	VERB
bam-11571	81	10	eur	eur	PROPN
bam-11571	81	11	j	j	PROPN
bam-11571	81	12	transl	transl	PROPN
bam-11571	81	13	myol	myol	ADV
bam-11571	81	14	33	33	NUM
bam-11571	81	15	(	(	PUNCT
bam-11571	81	16	3	3	NUM
bam-11571	81	17	)	)	PUNCT
bam-11571	81	18	11571	11571	NUM
bam-11571	81	19	,	,	PUNCT
bam-11571	81	20	2023	2023	NUM
bam-11571	81	21	doi	doi	NOUN
bam-11571	81	22	:	:	PUNCT
bam-11571	81	23	10.4081	10.4081	NUM
bam-11571	81	24	/	/	SYM
bam-11571	81	25	ejtm.2023.11571	ejtm.2023.11571	NUM
bam-11571	81	26	6	6	NUM
bam-11571	81	27	figures	figure	NOUN
bam-11571	81	28	2	2	NUM
bam-11571	81	29	and	and	CCONJ
bam-11571	81	30	figure	figure	VERB
bam-11571	81	31	3	3	NUM
bam-11571	81	32	)	)	PUNCT
bam-11571	81	33	.	.	PUNCT
bam-11571	82	1	to	to	PART
bam-11571	82	2	determine	determine	VERB
bam-11571	82	3	the	the	DET
bam-11571	82	4	predictive	predictive	ADJ
bam-11571	82	5	value	value	NOUN
bam-11571	82	6	of	of	ADP
bam-11571	82	7	ct	ct	NOUN
bam-11571	82	8	-	-	PUNCT
bam-11571	82	9	derived	derive	VERB
bam-11571	82	10	parameters	parameter	NOUN
bam-11571	82	11	for	for	ADP
bam-11571	82	12	disease	disease	NOUN
bam-11571	82	13	severity	severity	NOUN
bam-11571	82	14	progression	progression	NOUN
bam-11571	82	15	and	and	CCONJ
bam-11571	82	16	clinical	clinical	ADJ
bam-11571	82	17	outcome	outcome	NOUN
bam-11571	82	18	,	,	PUNCT
bam-11571	82	19	roc	roc	PROPN
bam-11571	82	20	curve	curve	NOUN
bam-11571	82	21	analysis	analysis	NOUN
bam-11571	82	22	and	and	CCONJ
bam-11571	82	23	logistic	logistic	ADJ
bam-11571	82	24	regression	regression	NOUN
bam-11571	82	25	were	be	AUX
bam-11571	82	26	conducted	conduct	VERB
bam-11571	82	27	(	(	PUNCT
bam-11571	82	28	figure	figure	NOUN
bam-11571	82	29	2	2	NUM
bam-11571	82	30	and	and	CCONJ
bam-11571	82	31	table	table	NOUN
bam-11571	82	32	3	3	NUM
bam-11571	82	33	)	)	PUNCT
bam-11571	82	34	.	.	PUNCT
bam-11571	83	1	the	the	DET
bam-11571	83	2	results	result	NOUN
bam-11571	83	3	revealed	reveal	VERB
bam-11571	83	4	that	that	SCONJ
bam-11571	83	5	consolidation	consolidation	NOUN
bam-11571	83	6	volume	volume	NOUN
bam-11571	83	7	percentage	percentage	NOUN
bam-11571	83	8	had	have	VERB
bam-11571	83	9	the	the	DET
bam-11571	83	10	greatest	great	ADJ
bam-11571	83	11	auc	auc	NOUN
bam-11571	83	12	in	in	ADP
bam-11571	83	13	distinguishing	distinguish	VERB
bam-11571	83	14	between	between	ADP
bam-11571	83	15	the	the	DET
bam-11571	83	16	non	non	ADJ
bam-11571	83	17	-	-	ADJ
bam-11571	83	18	severe	severe	ADJ
bam-11571	83	19	and	and	CCONJ
bam-11571	83	20	progress	progress	NOUN
bam-11571	83	21	-	-	PUNCT
bam-11571	83	22	to	to	ADP
bam-11571	83	23	-	-	PUNCT
bam-11571	83	24	severe	severe	ADJ
bam-11571	83	25	groups	group	NOUN
bam-11571	83	26	as	as	ADV
bam-11571	83	27	well	well	ADV
bam-11571	83	28	as	as	ADP
bam-11571	83	29	predicting	predict	VERB
bam-11571	83	30	clinical	clinical	ADJ
bam-11571	83	31	outcomes	outcome	NOUN
bam-11571	83	32	(	(	PUNCT
bam-11571	83	33	figure	figure	NOUN
bam-11571	83	34	3	3	NUM
bam-11571	83	35	)	)	PUNCT
bam-11571	83	36	.	.	PUNCT
bam-11571	84	1	table	table	NOUN
bam-11571	84	2	3	3	NUM
bam-11571	84	3	demonstrates	demonstrate	VERB
bam-11571	84	4	that	that	SCONJ
bam-11571	84	5	all	all	DET
bam-11571	84	6	ct	ct	NOUN
bam-11571	84	7	-	-	PUNCT
bam-11571	84	8	derived	derive	VERB
bam-11571	84	9	parameters	parameter	NOUN
bam-11571	84	10	had	have	VERB
bam-11571	84	11	equal	equal	ADJ
bam-11571	84	12	sensitivity	sensitivity	NOUN
bam-11571	84	13	in	in	ADP
bam-11571	84	14	distinguishing	distinguish	VERB
bam-11571	84	15	between	between	ADP
bam-11571	84	16	the	the	DET
bam-11571	84	17	non	non	ADJ
bam-11571	84	18	-	-	ADJ
bam-11571	84	19	severe	severe	ADJ
bam-11571	84	20	and	and	CCONJ
bam-11571	84	21	progress	progress	NOUN
bam-11571	84	22	-	-	PUNCT
bam-11571	84	23	to	to	ADP
bam-11571	84	24	-	-	PUNCT
bam-11571	84	25	severe	severe	ADJ
bam-11571	84	26	groups	group	NOUN
bam-11571	84	27	,	,	PUNCT
bam-11571	84	28	as	as	ADV
bam-11571	84	29	well	well	ADV
bam-11571	84	30	as	as	ADP
bam-11571	84	31	predicting	predict	VERB
bam-11571	84	32	clinical	clinical	ADJ
bam-11571	84	33	outcomes	outcome	NOUN
bam-11571	84	34	.	.	PUNCT
bam-11571	85	1	however	however	ADV
bam-11571	85	2	,	,	PUNCT
bam-11571	85	3	when	when	SCONJ
bam-11571	85	4	it	it	PRON
bam-11571	85	5	came	come	VERB
bam-11571	85	6	to	to	ADP
bam-11571	85	7	specificity	specificity	NOUN
bam-11571	85	8	,	,	PUNCT
bam-11571	85	9	there	there	PRON
bam-11571	85	10	were	be	VERB
bam-11571	85	11	notable	notable	ADJ
bam-11571	85	12	differences	difference	NOUN
bam-11571	85	13	.	.	PUNCT
bam-11571	86	1	the	the	DET
bam-11571	86	2	consolidation	consolidation	NOUN
bam-11571	86	3	volume	volume	NOUN
bam-11571	86	4	percentage	percentage	NOUN
bam-11571	86	5	yielded	yield	VERB
bam-11571	86	6	the	the	DET
bam-11571	86	7	highest	high	ADJ
bam-11571	86	8	specificity	specificity	NOUN
bam-11571	86	9	in	in	ADP
bam-11571	86	10	distinguishing	distinguish	VERB
bam-11571	86	11	between	between	ADP
bam-11571	86	12	the	the	DET
bam-11571	86	13	two	two	NUM
bam-11571	86	14	groups	group	NOUN
bam-11571	86	15	and	and	CCONJ
bam-11571	86	16	predicting	predict	VERB
bam-11571	86	17	clinical	clinical	ADJ
bam-11571	86	18	outcomes	outcome	NOUN
bam-11571	86	19	.	.	PUNCT
bam-11571	87	1	univariate	univariate	ADJ
bam-11571	87	2	analysis	analysis	NOUN
bam-11571	87	3	revealed	reveal	VERB
bam-11571	87	4	that	that	SCONJ
bam-11571	87	5	consolidation	consolidation	NOUN
bam-11571	87	6	volume	volume	NOUN
bam-11571	87	7	percentage	percentage	NOUN
bam-11571	87	8	was	be	AUX
bam-11571	87	9	the	the	DET
bam-11571	87	10	strongest	strong	ADJ
bam-11571	87	11	predictor	predictor	NOUN
bam-11571	87	12	of	of	ADP
bam-11571	87	13	disease	disease	NOUN
bam-11571	87	14	severity	severity	NOUN
bam-11571	87	15	progression	progression	NOUN
bam-11571	87	16	,	,	PUNCT
bam-11571	87	17	followed	follow	VERB
bam-11571	87	18	by	by	ADP
bam-11571	87	19	ct	ct	NUM
bam-11571	87	20	severity	severity	NOUN
bam-11571	87	21	score	score	NOUN
bam-11571	87	22	,	,	PUNCT
bam-11571	87	23	ggo	ggo	PROPN
bam-11571	87	24	+	+	CCONJ
bam-11571	87	25	consolidation	consolidation	NOUN
bam-11571	87	26	volume	volume	NOUN
bam-11571	87	27	percentage	percentage	NOUN
bam-11571	87	28	,	,	PUNCT
bam-11571	87	29	and	and	CCONJ
bam-11571	87	30	ggo	ggo	PROPN
bam-11571	87	31	volume	volume	NOUN
bam-11571	87	32	percentage	percentage	NOUN
bam-11571	87	33	(	(	PUNCT
bam-11571	87	34	table	table	NOUN
bam-11571	87	35	4	4	NUM
bam-11571	87	36	)	)	PUNCT
bam-11571	87	37	.	.	PUNCT
bam-11571	88	1	these	these	DET
bam-11571	88	2	findings	finding	NOUN
bam-11571	88	3	were	be	AUX
bam-11571	88	4	confirmed	confirm	VERB
bam-11571	88	5	after	after	ADP
bam-11571	88	6	multivariate	multivariate	NOUN
bam-11571	88	7	regression	regression	NOUN
bam-11571	88	8	adjustment	adjustment	NOUN
bam-11571	88	9	,	,	PUNCT
bam-11571	88	10	indicating	indicate	VERB
bam-11571	88	11	that	that	SCONJ
bam-11571	88	12	consolidation	consolidation	NOUN
bam-11571	88	13	volume	volume	NOUN
bam-11571	88	14	percentage	percentage	NOUN
bam-11571	88	15	remained	remain	VERB
bam-11571	88	16	the	the	DET
bam-11571	88	17	strongest	strong	ADJ
bam-11571	88	18	predictor	predictor	NOUN
bam-11571	88	19	of	of	ADP
bam-11571	88	20	disease	disease	NOUN
bam-11571	88	21	severity	severity	NOUN
bam-11571	88	22	progression	progression	NOUN
bam-11571	88	23	(	(	PUNCT
bam-11571	88	24	table	table	NOUN
bam-11571	88	25	4	4	NUM
bam-11571	88	26	)	)	PUNCT
bam-11571	88	27	.	.	PUNCT
bam-11571	89	1	discussion	discussion	NOUN
bam-11571	89	2	in	in	ADP
bam-11571	89	3	the	the	DET
bam-11571	89	4	current	current	ADJ
bam-11571	89	5	study	study	NOUN
bam-11571	89	6	we	we	PRON
bam-11571	89	7	tested	test	VERB
bam-11571	89	8	the	the	DET
bam-11571	89	9	accuracy	accuracy	NOUN
bam-11571	89	10	of	of	ADP
bam-11571	89	11	ai	ai	ADJ
bam-11571	89	12	-	-	PUNCT
bam-11571	89	13	assisted	assist	VERB
bam-11571	89	14	quantification	quantification	NOUN
bam-11571	89	15	in	in	ADP
bam-11571	89	16	comparison	comparison	NOUN
bam-11571	89	17	to	to	ADP
bam-11571	89	18	conventional	conventional	ADJ
bam-11571	89	19	ct	ct	NUM
bam-11571	89	20	parameters	parameter	NOUN
bam-11571	89	21	reviewed	review	VERB
bam-11571	89	22	by	by	ADP
bam-11571	89	23	radiologists	radiologist	NOUN
bam-11571	89	24	in	in	ADP
bam-11571	89	25	predicting	predict	VERB
bam-11571	89	26	the	the	DET
bam-11571	89	27	severity	severity	NOUN
bam-11571	89	28	,	,	PUNCT
bam-11571	89	29	progression	progression	NOUN
bam-11571	89	30	,	,	PUNCT
bam-11571	89	31	and	and	CCONJ
bam-11571	89	32	clinical	clinical	ADJ
bam-11571	89	33	outcome	outcome	NOUN
bam-11571	89	34	of	of	ADP
bam-11571	89	35	covid-19	covid-19	PROPN
bam-11571	89	36	infection	infection	NOUN
bam-11571	89	37	.	.	PUNCT
bam-11571	90	1	the	the	DET
bam-11571	90	2	main	main	ADJ
bam-11571	90	3	finding	finding	NOUN
bam-11571	90	4	of	of	ADP
bam-11571	90	5	the	the	DET
bam-11571	90	6	current	current	ADJ
bam-11571	90	7	study	study	NOUN
bam-11571	90	8	confirmed	confirm	VERB
bam-11571	90	9	the	the	DET
bam-11571	90	10	value	value	NOUN
bam-11571	90	11	of	of	ADP
bam-11571	90	12	ai	ai	VERB
bam-11571	90	13	assisted	assist	VERB
bam-11571	90	14	lesion	lesion	NOUN
bam-11571	90	15	quantification	quantification	NOUN
bam-11571	90	16	for	for	ADP
bam-11571	90	17	predicting	predict	VERB
bam-11571	90	18	progressionof	progressionof	PROPN
bam-11571	90	19	disease	disease	NOUN
bam-11571	90	20	severity	severity	NOUN
bam-11571	90	21	.	.	PUNCT
bam-11571	91	1	the	the	DET
bam-11571	91	2	consolidation	consolidation	NOUN
bam-11571	91	3	volume	volume	NOUN
bam-11571	91	4	on	on	ADP
bam-11571	91	5	initial	initial	ADJ
bam-11571	91	6	chest	chest	NOUN
bam-11571	91	7	ct	ct	NUM
bam-11571	91	8	was	be	AUX
bam-11571	91	9	the	the	DET
bam-11571	91	10	strongest	strong	ADJ
bam-11571	91	11	predictor	predictor	NOUN
bam-11571	91	12	among	among	ADP
bam-11571	91	13	all	all	DET
bam-11571	91	14	ct	ct	NOUN
bam-11571	91	15	-	-	PUNCT
bam-11571	91	16	derived	derive	VERB
bam-11571	91	17	parameters	parameter	NOUN
bam-11571	91	18	and	and	CCONJ
bam-11571	91	19	larger	large	ADJ
bam-11571	91	20	consolidation	consolidation	NOUN
bam-11571	91	21	volume	volume	NOUN
bam-11571	91	22	was	be	AUX
bam-11571	91	23	associated	associate	VERB
bam-11571	91	24	with	with	ADP
bam-11571	91	25	unfavorable	unfavorable	ADJ
bam-11571	91	26	clinical	clinical	ADJ
bam-11571	91	27	outcome	outcome	NOUN
bam-11571	91	28	.	.	PUNCT
bam-11571	92	1	chest	chest	NOUN
bam-11571	92	2	ct	ct	PROPN
bam-11571	92	3	is	be	AUX
bam-11571	92	4	regarded	regard	VERB
bam-11571	92	5	as	as	ADP
bam-11571	92	6	a	a	DET
bam-11571	92	7	crucial	crucial	ADJ
bam-11571	92	8	diagnostic	diagnostic	ADJ
bam-11571	92	9	tool	tool	NOUN
bam-11571	92	10	in	in	ADP
bam-11571	92	11	management	management	NOUN
bam-11571	92	12	of	of	ADP
bam-11571	92	13	covid-19	covid-19	PROPN
bam-11571	92	14	infection	infection	NOUN
bam-11571	92	15	for	for	ADP
bam-11571	92	16	the	the	DET
bam-11571	92	17	detection	detection	NOUN
bam-11571	92	18	of	of	ADP
bam-11571	92	19	pulmonary	pulmonary	ADJ
bam-11571	92	20	involvement	involvement	NOUN
bam-11571	92	21	and	and	CCONJ
bam-11571	92	22	serial	serial	ADJ
bam-11571	92	23	monitoring	monitoring	NOUN
bam-11571	92	24	of	of	ADP
bam-11571	92	25	disease	disease	NOUN
bam-11571	92	26	progression	progression	NOUN
bam-11571	92	27	.	.	PUNCT
bam-11571	93	1	in	in	ADP
bam-11571	93	2	addition	addition	NOUN
bam-11571	93	3	to	to	ADP
bam-11571	93	4	visual	visual	ADJ
bam-11571	93	5	diagnosis	diagnosis	NOUN
bam-11571	93	6	,	,	PUNCT
bam-11571	93	7	the	the	DET
bam-11571	93	8	most	most	ADV
bam-11571	93	9	recent	recent	ADJ
bam-11571	93	10	technological	technological	ADJ
bam-11571	93	11	advancements	advancement	NOUN
bam-11571	93	12	in	in	ADP
bam-11571	93	13	the	the	DET
bam-11571	93	14	field	field	NOUN
bam-11571	93	15	of	of	ADP
bam-11571	93	16	artificial	artificial	ADJ
bam-11571	93	17	intelligence	intelligence	NOUN
bam-11571	93	18	permit	permit	NOUN
bam-11571	93	19	automatic	automatic	ADJ
bam-11571	93	20	lesion	lesion	NOUN
bam-11571	93	21	quantification	quantification	NOUN
bam-11571	93	22	using	use	VERB
bam-11571	93	23	predetermined	predetermine	VERB
bam-11571	93	24	attenuation	attenuation	NOUN
bam-11571	93	25	thresholds.16	thresholds.16	PROPN
bam-11571	93	26	improved	improve	VERB
bam-11571	93	27	covid-19	covid-19	PROPN
bam-11571	93	28	risk	risk	NOUN
bam-11571	93	29	stratification	stratification	NOUN
bam-11571	93	30	is	be	AUX
bam-11571	93	31	critical	critical	ADJ
bam-11571	93	32	for	for	ADP
bam-11571	93	33	cost	cost	NOUN
bam-11571	93	34	-	-	PUNCT
bam-11571	93	35	effective	effective	ADJ
bam-11571	93	36	patient	patient	NOUN
bam-11571	93	37	care	care	NOUN
bam-11571	93	38	because	because	SCONJ
bam-11571	93	39	it	it	PRON
bam-11571	93	40	prompts	prompt	VERB
bam-11571	93	41	safe	safe	ADJ
bam-11571	93	42	hospital	hospital	NOUN
bam-11571	93	43	discharge	discharge	NOUN
bam-11571	93	44	of	of	ADP
bam-11571	93	45	low	low	ADJ
bam-11571	93	46	-	-	PUNCT
bam-11571	93	47	risk	risk	NOUN
bam-11571	93	48	patients	patient	NOUN
bam-11571	93	49	and	and	CCONJ
bam-11571	93	50	prolonged	prolong	VERB
bam-11571	93	51	in	in	ADP
bam-11571	93	52	-	-	PUNCT
bam-11571	93	53	hospital	hospital	NOUN
bam-11571	93	54	and	and	CCONJ
bam-11571	93	55	follow	follow	VERB
bam-11571	93	56	-	-	PUNCT
bam-11571	93	57	up	up	ADP
bam-11571	93	58	surveillance	surveillance	NOUN
bam-11571	93	59	of	of	ADP
bam-11571	93	60	high	high	ADJ
bam-11571	93	61	-	-	PUNCT
bam-11571	93	62	risk	risk	NOUN
bam-11571	93	63	patients.17,18	patients.17,18	NOUN
bam-11571	93	64	chest	chest	NOUN
bam-11571	93	65	ct	ct	PROPN
bam-11571	93	66	has	have	AUX
bam-11571	93	67	been	be	AUX
bam-11571	93	68	intensively	intensively	ADV
bam-11571	93	69	examined	examine	VERB
bam-11571	93	70	as	as	ADP
bam-11571	93	71	a	a	DET
bam-11571	93	72	potential	potential	ADJ
bam-11571	93	73	tool	tool	NOUN
bam-11571	93	74	for	for	ADP
bam-11571	93	75	covid-19	covid-19	PROPN
bam-11571	93	76	diagnosis	diagnosis	NOUN
bam-11571	93	77	,	,	PUNCT
bam-11571	93	78	with	with	ADP
bam-11571	93	79	different	different	ADJ
bam-11571	93	80	recommendations	recommendation	NOUN
bam-11571	93	81	ranging	range	VERB
bam-11571	93	82	from	from	ADP
bam-11571	93	83	adopting	adopt	VERB
bam-11571	93	84	ct	ct	PRON
bam-11571	93	85	as	as	ADP
bam-11571	93	86	a	a	DET
bam-11571	93	87	first	first	ADJ
bam-11571	93	88	-	-	PUNCT
bam-11571	93	89	line	line	NOUN
bam-11571	93	90	screening	screen	VERB
bam-11571	93	91	modality	modality	NOUN
bam-11571	93	92	to	to	ADP
bam-11571	93	93	warnings	warning	NOUN
bam-11571	93	94	against	against	ADP
bam-11571	93	95	overuse	overuse	NOUN
bam-11571	93	96	and	and	CCONJ
bam-11571	93	97	a	a	DET
bam-11571	93	98	false	false	ADJ
bam-11571	93	99	sense	sense	NOUN
bam-11571	93	100	of	of	ADP
bam-11571	93	101	security	security	NOUN
bam-11571	93	102	.	.	PUNCT
bam-11571	94	1	our	our	PRON
bam-11571	94	2	findings	finding	NOUN
bam-11571	94	3	demonstrate	demonstrate	VERB
bam-11571	94	4	that	that	SCONJ
bam-11571	94	5	chest	chest	NOUN
bam-11571	94	6	ct	ct	PRON
bam-11571	94	7	should	should	AUX
bam-11571	94	8	be	be	AUX
bam-11571	94	9	seen	see	VERB
bam-11571	94	10	as	as	ADP
bam-11571	94	11	a	a	DET
bam-11571	94	12	risk	risk	NOUN
bam-11571	94	13	stratification	stratification	NOUN
bam-11571	94	14	tool	tool	NOUN
bam-11571	94	15	rather	rather	ADV
bam-11571	94	16	than	than	ADP
bam-11571	94	17	a	a	DET
bam-11571	94	18	diagnostic	diagnostic	ADJ
bam-11571	94	19	tool	tool	NOUN
bam-11571	94	20	in	in	ADP
bam-11571	94	21	and	and	CCONJ
bam-11571	94	22	of	of	ADP
bam-11571	94	23	itself	itself	PRON
bam-11571	94	24	.	.	PUNCT
bam-11571	95	1	however	however	ADV
bam-11571	95	2	,	,	PUNCT
bam-11571	95	3	it	it	PRON
bam-11571	95	4	is	be	AUX
bam-11571	95	5	critical	critical	ADJ
bam-11571	95	6	to	to	PART
bam-11571	95	7	recognize	recognize	VERB
bam-11571	95	8	that	that	DET
bam-11571	95	9	chest	chest	NOUN
bam-11571	95	10	ct	ct	PRON
bam-11571	95	11	should	should	AUX
bam-11571	95	12	not	not	PART
bam-11571	95	13	be	be	AUX
bam-11571	95	14	seen	see	VERB
bam-11571	95	15	as	as	ADP
bam-11571	95	16	the	the	DET
bam-11571	95	17	single	single	ADJ
bam-11571	95	18	prognosticator	prognosticator	NOUN
bam-11571	95	19	in	in	ADP
bam-11571	95	20	covid-19	covid-19	PROPN
bam-11571	95	21	patients	patient	NOUN
bam-11571	95	22	,	,	PUNCT
bam-11571	95	23	as	as	SCONJ
bam-11571	95	24	other	other	ADJ
bam-11571	95	25	clinical	clinical	ADJ
bam-11571	95	26	and	and	CCONJ
bam-11571	95	27	biochemical	biochemical	ADJ
bam-11571	95	28	variables	variable	NOUN
bam-11571	95	29	have	have	AUX
bam-11571	95	30	previously	previously	ADV
bam-11571	95	31	been	be	AUX
bam-11571	95	32	linked	link	VERB
bam-11571	95	33	to	to	ADP
bam-11571	95	34	poor	poor	ADJ
bam-11571	95	35	outcomes.19,20	outcomes.19,20	ADV
bam-11571	95	36	the	the	DET
bam-11571	95	37	ai	ai	NOUN
bam-11571	95	38	-	-	PUNCT
bam-11571	95	39	based	base	VERB
bam-11571	95	40	severity	severity	NOUN
bam-11571	95	41	assessment	assessment	NOUN
bam-11571	95	42	is	be	AUX
bam-11571	95	43	uniform	uniform	ADJ
bam-11571	95	44	,	,	PUNCT
bam-11571	95	45	reproducible	reproducible	ADJ
bam-11571	95	46	,	,	PUNCT
bam-11571	95	47	and	and	CCONJ
bam-11571	95	48	standardized	standardize	VERB
bam-11571	95	49	,	,	PUNCT
bam-11571	95	50	but	but	CCONJ
bam-11571	95	51	prognosis	prognosis	NOUN
bam-11571	95	52	scores	score	NOUN
bam-11571	95	53	and	and	CCONJ
bam-11571	95	54	affected	affected	ADJ
bam-11571	95	55	region	region	NOUN
bam-11571	95	56	percentages	percentage	NOUN
bam-11571	95	57	indicated	indicate	VERB
bam-11571	95	58	by	by	ADP
bam-11571	95	59	radiologists	radiologist	NOUN
bam-11571	95	60	can	can	AUX
bam-11571	95	61	vary	vary	VERB
bam-11571	95	62	greatly	greatly	ADV
bam-11571	95	63	.	.	PUNCT
bam-11571	96	1	the	the	DET
bam-11571	96	2	disparity	disparity	NOUN
bam-11571	96	3	between	between	ADP
bam-11571	96	4	the	the	DET
bam-11571	96	5	number	number	NOUN
bam-11571	96	6	of	of	ADP
bam-11571	96	7	radiologists	radiologist	NOUN
bam-11571	96	8	and	and	CCONJ
bam-11571	96	9	ct	ct	NUM
bam-11571	96	10	examinations	examination	NOUN
bam-11571	96	11	is	be	AUX
bam-11571	96	12	widening	widen	VERB
bam-11571	96	13	daily.21	daily.21	NOUN
bam-11571	96	14	several	several	ADJ
bam-11571	96	15	studies	study	NOUN
bam-11571	96	16	indicate	indicate	VERB
bam-11571	96	17	that	that	SCONJ
bam-11571	96	18	incorporating	incorporate	VERB
bam-11571	96	19	the	the	DET
bam-11571	96	20	aibased	aibased	ADJ
bam-11571	96	21	severity	severity	NOUN
bam-11571	96	22	score	score	NOUN
bam-11571	96	23	into	into	ADP
bam-11571	96	24	the	the	DET
bam-11571	96	25	daily	daily	ADJ
bam-11571	96	26	practice	practice	NOUN
bam-11571	96	27	of	of	ADP
bam-11571	96	28	triaging	triage	VERB
bam-11571	96	29	covid-19	covid-19	PROPN
bam-11571	96	30	patients	patient	NOUN
bam-11571	96	31	could	could	AUX
bam-11571	96	32	significantly	significantly	ADV
bam-11571	96	33	enhance	enhance	VERB
bam-11571	96	34	clinical	clinical	ADJ
bam-11571	96	35	table	table	NOUN
bam-11571	96	36	4	4	NUM
bam-11571	96	37	.	.	NOUN
bam-11571	96	38	univariate	univariate	ADJ
bam-11571	96	39	and	and	CCONJ
bam-11571	96	40	multivariate	multivariate	VERB
bam-11571	96	41	analysis	analysis	NOUN
bam-11571	96	42	of	of	ADP
bam-11571	96	43	ct	ct	NOUN
bam-11571	96	44	-	-	PUNCT
bam-11571	96	45	derived	derive	VERB
bam-11571	96	46	parameters	parameter	NOUN
bam-11571	96	47	for	for	ADP
bam-11571	96	48	prediction	prediction	NOUN
bam-11571	96	49	of	of	ADP
bam-11571	96	50	disease	disease	NOUN
bam-11571	96	51	severity	severity	NOUN
bam-11571	96	52	progression	progression	NOUN
bam-11571	96	53	and	and	CCONJ
bam-11571	96	54	clinical	clinical	ADJ
bam-11571	96	55	outcome	outcome	NOUN
bam-11571	96	56	.	.	PUNCT
bam-11571	97	1	variables	variable	NOUN
bam-11571	97	2	univariate	univariate	VERB
bam-11571	97	3	analysis	analysis	NOUN
bam-11571	97	4	multivariate	multivariate	NOUN
bam-11571	97	5	analysis1	analysis1	PROPN
bam-11571	98	1	odds	odd	NOUN
bam-11571	98	2	ratio	ratio	NOUN
bam-11571	98	3	95	95	NUM
bam-11571	98	4	%	%	NOUN
bam-11571	98	5	ci	ci	NOUN
bam-11571	98	6	p	p	ADJ
bam-11571	98	7	-	-	PUNCT
bam-11571	98	8	value	value	NOUN
bam-11571	98	9	odds	odd	NOUN
bam-11571	98	10	ratio	ratio	NOUN
bam-11571	98	11	95	95	NUM
bam-11571	98	12	%	%	NOUN
bam-11571	98	13	ci	ci	NOUN
bam-11571	98	14	p	p	ADJ
bam-11571	98	15	-	-	PUNCT
bam-11571	98	16	value	value	NOUN
bam-11571	98	17	disease	disease	NOUN
bam-11571	98	18	severity	severity	NOUN
bam-11571	98	19	progression	progression	NOUN
bam-11571	98	20	*	*	PUNCT
bam-11571	98	21	ct	ct	NUM
bam-11571	98	22	severity	severity	NOUN
bam-11571	98	23	score	score	VERB
bam-11571	98	24	38.11	38.11	NUM
bam-11571	98	25	5.12	5.12	NUM
bam-11571	98	26	-	-	SYM
bam-11571	98	27	280.00	280.00	NUM
bam-11571	98	28	˂0.001	˂0.001	VERB
bam-11571	98	29	16.57	16.57	NUM
bam-11571	98	30	2.1	2.1	NUM
bam-11571	98	31	-	-	SYM
bam-11571	98	32	126.39	126.39	NUM
bam-11571	98	33	0.007	0.007	NUM
bam-11571	98	34	ggo	ggo	PROPN
bam-11571	98	35	volume	volume	NOUN
bam-11571	98	36	percentage	percentage	NOUN
bam-11571	98	37	10.34	10.34	NUM
bam-11571	98	38	1.36	1.36	NUM
bam-11571	98	39	-	-	SYM
bam-11571	98	40	78.24	78.24	NUM
bam-11571	98	41	0.024	0.024	NUM
bam-11571	98	42	2.59	2.59	NUM
bam-11571	98	43	0.32	0.32	NUM
bam-11571	98	44	-	-	SYM
bam-11571	98	45	21.03	21.03	NUM
bam-11571	98	46	0.37	0.37	NUM
bam-11571	98	47	consolidation	consolidation	NOUN
bam-11571	98	48	volume	volume	NOUN
bam-11571	98	49	percentage	percentage	NOUN
bam-11571	98	50	38.69	38.69	NUM
bam-11571	98	51	9.27	9.27	NUM
bam-11571	98	52	-	-	SYM
bam-11571	98	53	161.48	161.48	NUM
bam-11571	98	54	˂0.001	˂0.001	NOUN
bam-11571	98	55	24.50	24.50	NUM
bam-11571	98	56	5.69	5.69	NUM
bam-11571	98	57	-	-	SYM
bam-11571	98	58	105.59	105.59	NUM
bam-11571	98	59	˂0.001	˂0.001	NOUN
bam-11571	98	60	ggo+	ggo+	NOUN
bam-11571	98	61	consolidation	consolidation	NOUN
bam-11571	98	62	volume	volume	NOUN
bam-11571	98	63	percentage	percentage	NOUN
bam-11571	98	64	16.43	16.43	NUM
bam-11571	98	65	2.20	2.20	NUM
bam-11571	98	66	-	-	SYM
bam-11571	98	67	122.43	122.43	NUM
bam-11571	98	68	0.006	0.006	NUM
bam-11571	98	69	5.74	5.74	NUM
bam-11571	98	70	0.72	0.72	NUM
bam-11571	98	71	-	-	SYM
bam-11571	98	72	45.48	45.48	NUM
bam-11571	98	73	0.098	0.098	NUM
bam-11571	98	74	death	death	NOUN
bam-11571	98	75	ct	ct	NUM
bam-11571	98	76	severity	severity	NOUN
bam-11571	98	77	score	score	NOUN
bam-11571	98	78	1.43	1.43	NUM
bam-11571	98	79	1.19	1.19	NUM
bam-11571	98	80	-	-	SYM
bam-11571	98	81	1.73	1.73	NUM
bam-11571	98	82	˂0.001	˂0.001	VERB
bam-11571	98	83	8.55	8.55	NUM
bam-11571	98	84	0.95	0.95	NUM
bam-11571	98	85	-	-	SYM
bam-11571	98	86	80.70	80.70	NUM
bam-11571	98	87	0.061	0.061	NUM
bam-11571	98	88	ggo	ggo	PROPN
bam-11571	98	89	volume	volume	NOUN
bam-11571	98	90	percentage	percentage	NOUN
bam-11571	98	91	22.00	22.00	NUM
bam-11571	98	92	2.79	2.79	NUM
bam-11571	98	93	-	-	SYM
bam-11571	98	94	172.99	172.99	NUM
bam-11571	98	95	0.003	0.003	NUM
bam-11571	98	96	9.22	9.22	NUM
bam-11571	98	97	0.97	0.97	NUM
bam-11571	98	98	-	-	SYM
bam-11571	98	99	88.05	88.05	NUM
bam-11571	98	100	0.054	0.054	NUM
bam-11571	98	101	consolidation	consolidation	NOUN
bam-11571	98	102	volume	volume	NOUN
bam-11571	98	103	percentage	percentage	NOUN
bam-11571	98	104	45.83	45.83	NUM
bam-11571	98	105	5.79	5.79	NUM
bam-11571	98	106	-	-	SYM
bam-11571	98	107	362.69	362.69	NUM
bam-11571	98	108	˂0.001	˂0.001	VERB
bam-11571	98	109	23.64	23.64	NUM
bam-11571	98	110	2.48	2.48	NUM
bam-11571	98	111	-	-	SYM
bam-11571	98	112	225.39	225.39	NUM
bam-11571	98	113	0.006	0.006	NUM
bam-11571	98	114	ggo+	ggo+	PROPN
bam-11571	98	115	consolidation	consolidation	NOUN
bam-11571	98	116	volume	volume	NOUN
bam-11571	98	117	percentage	percentage	NOUN
bam-11571	98	118	24.27	24.27	NUM
bam-11571	98	119	3.08	3.08	NUM
bam-11571	98	120	-	-	SYM
bam-11571	98	121	190.98	190.98	NUM
bam-11571	98	122	0.022	0.022	NUM
bam-11571	98	123	10.78	10.78	NUM
bam-11571	98	124	1.08	1.08	NUM
bam-11571	98	125	-	-	SYM
bam-11571	98	126	107.28	107.28	NUM
bam-11571	98	127	0.042	0.042	NUM
bam-11571	98	128	ct	ct	NOUN
bam-11571	98	129	scan	scan	NOUN
bam-11571	98	130	for	for	ADP
bam-11571	98	131	prognosis	prognosis	NOUN
bam-11571	98	132	of	of	ADP
bam-11571	98	133	covid-19	covid-19	PROPN
bam-11571	98	134	by	by	ADP
bam-11571	98	135	deep	deep	ADJ
bam-11571	98	136	learning	learn	VERB
bam-11571	98	137	eur	eur	PROPN
bam-11571	98	138	j	j	PROPN
bam-11571	98	139	transl	transl	PROPN
bam-11571	98	140	myol	myol	ADV
bam-11571	98	141	33	33	NUM
bam-11571	98	142	(	(	PUNCT
bam-11571	98	143	3	3	NUM
bam-11571	98	144	)	)	PUNCT
bam-11571	98	145	11571	11571	NUM
bam-11571	98	146	,	,	PUNCT
bam-11571	98	147	2023	2023	NUM
bam-11571	98	148	doi	doi	NOUN
bam-11571	98	149	:	:	PUNCT
bam-11571	98	150	10.4081	10.4081	NUM
bam-11571	98	151	/	/	SYM
bam-11571	98	152	ejtm.2023.11571	ejtm.2023.11571	PROPN
bam-11571	98	153	7	7	NUM
bam-11571	98	154	outcomes.22	outcomes.22	NOUN
bam-11571	98	155	-	-	PUNCT
bam-11571	98	156	24	24	NUM
bam-11571	98	157	this	this	DET
bam-11571	98	158	ai	ai	NOUN
bam-11571	98	159	-	-	PUNCT
bam-11571	98	160	based	base	VERB
bam-11571	98	161	quantification	quantification	NOUN
bam-11571	98	162	was	be	AUX
bam-11571	98	163	advantageous	advantageous	ADJ
bam-11571	98	164	not	not	PART
bam-11571	98	165	only	only	ADV
bam-11571	98	166	for	for	ADP
bam-11571	98	167	disease	disease	NOUN
bam-11571	98	168	diagnosis	diagnosis	NOUN
bam-11571	98	169	but	but	CCONJ
bam-11571	98	170	also	also	ADV
bam-11571	98	171	for	for	ADP
bam-11571	98	172	prognosis	prognosis	NOUN
bam-11571	98	173	evaluation	evaluation	NOUN
bam-11571	98	174	,	,	PUNCT
bam-11571	98	175	according	accord	VERB
bam-11571	98	176	to	to	ADP
bam-11571	98	177	the	the	DET
bam-11571	98	178	current	current	ADJ
bam-11571	98	179	findings	finding	NOUN
bam-11571	98	180	.	.	PUNCT
bam-11571	99	1	comparatively	comparatively	ADV
bam-11571	99	2	to	to	ADP
bam-11571	99	3	conventional	conventional	ADJ
bam-11571	99	4	clinical	clinical	ADJ
bam-11571	99	5	characteristics	characteristic	NOUN
bam-11571	99	6	,	,	PUNCT
bam-11571	99	7	the	the	DET
bam-11571	99	8	volume	volume	NOUN
bam-11571	99	9	of	of	ADP
bam-11571	99	10	consolidation	consolidation	NOUN
bam-11571	99	11	on	on	ADP
bam-11571	99	12	the	the	DET
bam-11571	99	13	initial	initial	ADJ
bam-11571	99	14	chest	chest	NOUN
bam-11571	99	15	ct	ct	NUM
bam-11571	99	16	was	be	AUX
bam-11571	99	17	the	the	DET
bam-11571	99	18	most	most	ADV
bam-11571	99	19	accurate	accurate	ADJ
bam-11571	99	20	predictor	predictor	NOUN
bam-11571	99	21	of	of	ADP
bam-11571	99	22	progression	progression	NOUN
bam-11571	99	23	to	to	ADP
bam-11571	99	24	severe	severe	ADJ
bam-11571	99	25	disease	disease	NOUN
bam-11571	99	26	.	.	PUNCT
bam-11571	100	1	even	even	ADV
bam-11571	100	2	though	though	SCONJ
bam-11571	100	3	ggo	ggo	PROPN
bam-11571	100	4	is	be	AUX
bam-11571	100	5	the	the	DET
bam-11571	100	6	most	most	ADV
bam-11571	100	7	common	common	ADJ
bam-11571	100	8	finding	finding	NOUN
bam-11571	100	9	on	on	ADP
bam-11571	100	10	chest	chest	NOUN
bam-11571	100	11	ct	ct	PROPN
bam-11571	100	12	,	,	PUNCT
bam-11571	100	13	consolidation	consolidation	NOUN
bam-11571	100	14	has	have	AUX
bam-11571	100	15	been	be	AUX
bam-11571	100	16	reported	report	VERB
bam-11571	100	17	to	to	PART
bam-11571	100	18	be	be	AUX
bam-11571	100	19	more	more	ADV
bam-11571	100	20	prevalent	prevalent	ADJ
bam-11571	100	21	in	in	ADP
bam-11571	100	22	severe	severe	ADJ
bam-11571	100	23	and	and	CCONJ
bam-11571	100	24	critical	critical	ADJ
bam-11571	100	25	cases.25,26	cases.25,26	NOUN
bam-11571	100	26	similar	similar	ADJ
bam-11571	100	27	to	to	ADP
bam-11571	100	28	other	other	ADJ
bam-11571	100	29	forms	form	NOUN
bam-11571	100	30	of	of	ADP
bam-11571	100	31	viral	viral	ADJ
bam-11571	100	32	pneumonia	pneumonia	NOUN
bam-11571	100	33	,	,	PUNCT
bam-11571	100	34	the	the	DET
bam-11571	100	35	underlying	underlie	VERB
bam-11571	100	36	pathology	pathology	NOUN
bam-11571	100	37	of	of	ADP
bam-11571	100	38	consolidation	consolidation	NOUN
bam-11571	100	39	in	in	ADP
bam-11571	100	40	covid-19	covid-19	PROPN
bam-11571	100	41	is	be	AUX
bam-11571	100	42	the	the	DET
bam-11571	100	43	complete	complete	ADJ
bam-11571	100	44	filling	filling	NOUN
bam-11571	100	45	of	of	ADP
bam-11571	100	46	alveoli	alveoli	NOUN
bam-11571	100	47	with	with	ADP
bam-11571	100	48	inflammatory	inflammatory	ADJ
bam-11571	100	49	exudation.27	exudation.27	NOUN
bam-11571	100	50	the	the	DET
bam-11571	100	51	ventilation	ventilation	NOUN
bam-11571	100	52	function	function	NOUN
bam-11571	100	53	is	be	AUX
bam-11571	100	54	severely	severely	ADV
bam-11571	100	55	impaired	impair	VERB
bam-11571	100	56	when	when	SCONJ
bam-11571	100	57	viral	viral	ADJ
bam-11571	100	58	pneumonia	pneumonia	NOUN
bam-11571	100	59	is	be	AUX
bam-11571	100	60	present	present	ADJ
bam-11571	100	61	along	along	ADP
bam-11571	100	62	with	with	ADP
bam-11571	100	63	necrotizing	necrotizing	NOUN
bam-11571	100	64	bronchitis	bronchitis	NOUN
bam-11571	100	65	and	and	CCONJ
bam-11571	100	66	diffuse	diffuse	VERB
bam-11571	100	67	alveolar	alveolar	ADJ
bam-11571	100	68	injury.28	injury.28	NOUN
bam-11571	100	69	consequently	consequently	ADV
bam-11571	100	70	,	,	PUNCT
bam-11571	100	71	it	it	PRON
bam-11571	100	72	is	be	AUX
bam-11571	100	73	plausible	plausible	ADJ
bam-11571	100	74	that	that	SCONJ
bam-11571	100	75	patients	patient	NOUN
bam-11571	100	76	with	with	ADP
bam-11571	100	77	a	a	DET
bam-11571	100	78	larger	large	ADJ
bam-11571	100	79	area	area	NOUN
bam-11571	100	80	of	of	ADP
bam-11571	100	81	consolidation	consolidation	NOUN
bam-11571	100	82	on	on	ADP
bam-11571	100	83	their	their	PRON
bam-11571	100	84	initial	initial	ADJ
bam-11571	100	85	chest	chest	NOUN
bam-11571	100	86	ct	ct	PRON
bam-11571	100	87	are	be	AUX
bam-11571	100	88	more	more	ADV
bam-11571	100	89	likely	likely	ADJ
bam-11571	100	90	to	to	PART
bam-11571	100	91	develop	develop	VERB
bam-11571	100	92	severe	severe	ADJ
bam-11571	100	93	or	or	CCONJ
bam-11571	100	94	lifethreatening	lifethreatene	VERB
bam-11571	100	95	conditions	condition	NOUN
bam-11571	100	96	.	.	PUNCT
bam-11571	101	1	another	another	DET
bam-11571	101	2	significant	significant	ADJ
bam-11571	101	3	finding	finding	NOUN
bam-11571	101	4	of	of	ADP
bam-11571	101	5	the	the	DET
bam-11571	101	6	current	current	ADJ
bam-11571	101	7	study	study	NOUN
bam-11571	101	8	was	be	AUX
bam-11571	101	9	the	the	DET
bam-11571	101	10	superiority	superiority	NOUN
bam-11571	101	11	of	of	ADP
bam-11571	101	12	ai	ai	VERB
bam-11571	101	13	-	-	PUNCT
bam-11571	101	14	assisted	assist	VERB
bam-11571	101	15	quantification	quantification	NOUN
bam-11571	101	16	over	over	ADP
bam-11571	101	17	conventional	conventional	ADJ
bam-11571	101	18	ct	ct	NUM
bam-11571	101	19	severity	severity	NOUN
bam-11571	101	20	scores	score	NOUN
bam-11571	101	21	in	in	ADP
bam-11571	101	22	predicting	predict	VERB
bam-11571	101	23	disease	disease	NOUN
bam-11571	101	24	progression	progression	NOUN
bam-11571	101	25	.	.	PUNCT
bam-11571	102	1	the	the	DET
bam-11571	102	2	semi	semi	ADJ
bam-11571	102	3	-	-	ADJ
bam-11571	102	4	quantitative	quantitative	ADJ
bam-11571	102	5	ct	ct	NUM
bam-11571	102	6	score	score	NOUN
bam-11571	102	7	was	be	AUX
bam-11571	102	8	initially	initially	ADV
bam-11571	102	9	created	create	VERB
bam-11571	102	10	to	to	PART
bam-11571	102	11	assess	assess	VERB
bam-11571	102	12	the	the	DET
bam-11571	102	13	severity	severity	NOUN
bam-11571	102	14	of	of	ADP
bam-11571	102	15	severe	severe	ADJ
bam-11571	102	16	acute	acute	ADJ
bam-11571	102	17	respiratory	respiratory	ADJ
bam-11571	102	18	syndrome.29	syndrome.29	NOUN
bam-11571	102	19	however	however	ADV
bam-11571	102	20	,	,	PUNCT
bam-11571	102	21	this	this	DET
bam-11571	102	22	score	score	NOUN
bam-11571	102	23	does	do	AUX
bam-11571	102	24	not	not	PART
bam-11571	102	25	take	take	VERB
bam-11571	102	26	different	different	ADJ
bam-11571	102	27	lesion	lesion	NOUN
bam-11571	102	28	components	component	NOUN
bam-11571	102	29	,	,	PUNCT
bam-11571	102	30	such	such	ADJ
bam-11571	102	31	as	as	ADP
bam-11571	102	32	consolidation	consolidation	NOUN
bam-11571	102	33	and	and	CCONJ
bam-11571	102	34	ggo	ggo	PROPN
bam-11571	102	35	,	,	PUNCT
bam-11571	102	36	into	into	ADP
bam-11571	102	37	account	account	NOUN
bam-11571	102	38	.	.	PUNCT
bam-11571	103	1	li	li	PROPN
bam-11571	103	2	et	et	PROPN
bam-11571	103	3	al.24	al.24	PROPN
bam-11571	103	4	conducted	conduct	VERB
bam-11571	103	5	a	a	DET
bam-11571	103	6	study	study	NOUN
bam-11571	103	7	in	in	ADP
bam-11571	103	8	2020	2020	NUM
bam-11571	103	9	to	to	PART
bam-11571	103	10	assess	assess	VERB
bam-11571	103	11	ai	ai	VERB
bam-11571	103	12	-	-	PUNCT
bam-11571	103	13	assisted	assist	VERB
bam-11571	103	14	quantification	quantification	NOUN
bam-11571	103	15	on	on	ADP
bam-11571	103	16	the	the	DET
bam-11571	103	17	initial	initial	ADJ
bam-11571	103	18	chest	chest	NOUN
bam-11571	103	19	ct	ct	NUM
bam-11571	103	20	for	for	ADP
bam-11571	103	21	predicting	predict	VERB
bam-11571	103	22	disease	disease	NOUN
bam-11571	103	23	progression	progression	NOUN
bam-11571	103	24	and	and	CCONJ
bam-11571	103	25	clinical	clinical	ADJ
bam-11571	103	26	prognosis	prognosis	NOUN
bam-11571	103	27	in	in	ADP
bam-11571	103	28	covid-19	covid-19	PROPN
bam-11571	103	29	patients	patient	NOUN
bam-11571	103	30	.	.	PUNCT
bam-11571	104	1	according	accord	VERB
bam-11571	104	2	to	to	ADP
bam-11571	104	3	the	the	DET
bam-11571	104	4	findings	finding	NOUN
bam-11571	104	5	of	of	ADP
bam-11571	104	6	this	this	DET
bam-11571	104	7	study	study	NOUN
bam-11571	104	8	,	,	PUNCT
bam-11571	104	9	the	the	DET
bam-11571	104	10	predictive	predictive	ADJ
bam-11571	104	11	value	value	NOUN
bam-11571	104	12	of	of	ADP
bam-11571	104	13	consolidation	consolidation	NOUN
bam-11571	104	14	volume	volume	NOUN
bam-11571	104	15	exceeded	exceed	VERB
bam-11571	104	16	that	that	PRON
bam-11571	104	17	of	of	ADP
bam-11571	104	18	ggo	ggo	PROPN
bam-11571	104	19	volume	volume	NOUN
bam-11571	104	20	.	.	PUNCT
bam-11571	105	1	in	in	ADP
bam-11571	105	2	another	another	DET
bam-11571	105	3	study	study	NOUN
bam-11571	105	4	,	,	PUNCT
bam-11571	105	5	ren	ren	PROPN
bam-11571	105	6	et	et	PROPN
bam-11571	105	7	al	al	PROPN
bam-11571	105	8	,	,	PUNCT
bam-11571	105	9	used	use	VERB
bam-11571	105	10	ai	ai	VERB
bam-11571	105	11	to	to	PART
bam-11571	105	12	explore	explore	VERB
bam-11571	105	13	the	the	DET
bam-11571	105	14	features	feature	NOUN
bam-11571	105	15	of	of	ADP
bam-11571	105	16	ct	ct	NUM
bam-11571	105	17	imaging	imaging	NOUN
bam-11571	105	18	of	of	ADP
bam-11571	105	19	58	58	NUM
bam-11571	105	20	patients	patient	NOUN
bam-11571	105	21	with	with	ADP
bam-11571	105	22	covid-19	covid-19	PROPN
bam-11571	105	23	.	.	PUNCT
bam-11571	106	1	the	the	DET
bam-11571	106	2	auc	auc	NOUN
bam-11571	106	3	of	of	ADP
bam-11571	106	4	the	the	DET
bam-11571	106	5	volume	volume	NOUN
bam-11571	106	6	percentage	percentage	NOUN
bam-11571	106	7	of	of	ADP
bam-11571	106	8	pneumonia	pneumonia	NOUN
bam-11571	106	9	lesions	lesion	NOUN
bam-11571	106	10	for	for	ADP
bam-11571	106	11	the	the	DET
bam-11571	106	12	whole	whole	ADJ
bam-11571	106	13	lung	lung	NOUN
bam-11571	106	14	for	for	ADP
bam-11571	106	15	the	the	DET
bam-11571	106	16	diagnosis	diagnosis	NOUN
bam-11571	106	17	of	of	ADP
bam-11571	106	18	severe	severe	ADJ
bam-11571	106	19	type	type	NOUN
bam-11571	106	20	covid-19	covid-19	PROPN
bam-11571	106	21	was	be	AUX
bam-11571	106	22	0.740	0.740	NUM
bam-11571	106	23	,	,	PUNCT
bam-11571	106	24	with	with	ADP
bam-11571	106	25	sensitivity	sensitivity	NOUN
bam-11571	106	26	and	and	CCONJ
bam-11571	106	27	specificity	specificity	NOUN
bam-11571	106	28	of	of	ADP
bam-11571	106	29	91.2	91.2	NUM
bam-11571	106	30	%	%	NOUN
bam-11571	106	31	and	and	CCONJ
bam-11571	106	32	58.8	58.8	NUM
bam-11571	106	33	%	%	NOUN
bam-11571	106	34	,	,	PUNCT
bam-11571	106	35	respectively.30	respectively.30	NOUN
bam-11571	106	36	among	among	ADP
bam-11571	106	37	all	all	DET
bam-11571	106	38	imaging	imaging	ADJ
bam-11571	106	39	characteristics	characteristic	NOUN
bam-11571	106	40	used	use	VERB
bam-11571	106	41	in	in	ADP
bam-11571	106	42	the	the	DET
bam-11571	106	43	evaluation	evaluation	NOUN
bam-11571	106	44	of	of	ADP
bam-11571	106	45	clinical	clinical	ADJ
bam-11571	106	46	outcomes	outcome	NOUN
bam-11571	106	47	,	,	PUNCT
bam-11571	106	48	consolidation	consolidation	NOUN
bam-11571	106	49	volume	volume	NOUN
bam-11571	106	50	showed	show	VERB
bam-11571	106	51	the	the	DET
bam-11571	106	52	highest	high	ADJ
bam-11571	106	53	diagnostic	diagnostic	ADJ
bam-11571	106	54	accuracy	accuracy	NOUN
bam-11571	106	55	in	in	ADP
bam-11571	106	56	predicting	predict	VERB
bam-11571	106	57	which	which	PRON
bam-11571	106	58	patients	patient	NOUN
bam-11571	106	59	would	would	AUX
bam-11571	106	60	continue	continue	VERB
bam-11571	106	61	to	to	PART
bam-11571	106	62	experience	experience	VERB
bam-11571	106	63	serious	serious	ADJ
bam-11571	106	64	adverse	adverse	ADJ
bam-11571	106	65	events	event	NOUN
bam-11571	106	66	.	.	PUNCT
bam-11571	107	1	this	this	PRON
bam-11571	107	2	was	be	AUX
bam-11571	107	3	consistent	consistent	ADJ
bam-11571	107	4	with	with	ADP
bam-11571	107	5	the	the	DET
bam-11571	107	6	findings	finding	NOUN
bam-11571	107	7	of	of	ADP
bam-11571	107	8	li	li	PROPN
bam-11571	107	9	et	et	PROPN
bam-11571	107	10	al	al	PROPN
bam-11571	107	11	.	.	PROPN
bam-11571	107	12	24	24	NUM
bam-11571	107	13	and	and	CCONJ
bam-11571	107	14	meiler	meiler	NOUN
bam-11571	107	15	et	et	PROPN
bam-11571	107	16	al.31	al.31	VERB
bam-11571	107	17	semi	semi	ADJ
bam-11571	107	18	-	-	ADJ
bam-11571	107	19	quantitative	quantitative	ADJ
bam-11571	107	20	chest	chest	NOUN
bam-11571	107	21	ct	ct	NUM
bam-11571	107	22	investigations	investigation	NOUN
bam-11571	107	23	,	,	PUNCT
bam-11571	107	24	in	in	ADP
bam-11571	107	25	which	which	PRON
bam-11571	107	26	severe	severe	ADJ
bam-11571	107	27	parenchymal	parenchymal	ADJ
bam-11571	107	28	involvement	involvement	NOUN
bam-11571	107	29	was	be	AUX
bam-11571	107	30	associated	associate	VERB
bam-11571	107	31	with	with	ADP
bam-11571	107	32	a	a	DET
bam-11571	107	33	poor	poor	ADJ
bam-11571	107	34	clinical	clinical	ADJ
bam-11571	107	35	outcome	outcome	NOUN
bam-11571	107	36	.	.	PUNCT
bam-11571	108	1	despite	despite	SCONJ
bam-11571	108	2	the	the	DET
bam-11571	108	3	above	above	ADV
bam-11571	108	4	-	-	PUNCT
bam-11571	108	5	mentioned	mention	VERB
bam-11571	108	6	encouraging	encouraging	ADJ
bam-11571	108	7	findings	finding	NOUN
bam-11571	108	8	,	,	PUNCT
bam-11571	108	9	the	the	DET
bam-11571	108	10	present	present	ADJ
bam-11571	108	11	study	study	NOUN
bam-11571	108	12	has	have	VERB
bam-11571	108	13	a	a	DET
bam-11571	108	14	number	number	NOUN
bam-11571	108	15	of	of	ADP
bam-11571	108	16	limitations	limitation	NOUN
bam-11571	108	17	.	.	PUNCT
bam-11571	109	1	first	first	ADV
bam-11571	109	2	,	,	PUNCT
bam-11571	109	3	radiomics	radiomic	NOUN
bam-11571	109	4	analysis	analysis	NOUN
bam-11571	109	5	,	,	PUNCT
bam-11571	109	6	which	which	PRON
bam-11571	109	7	facilitates	facilitate	VERB
bam-11571	109	8	the	the	DET
bam-11571	109	9	extraction	extraction	NOUN
bam-11571	109	10	of	of	ADP
bam-11571	109	11	a	a	DET
bam-11571	109	12	large	large	ADJ
bam-11571	109	13	number	number	NOUN
bam-11571	109	14	of	of	ADP
bam-11571	109	15	quantitative	quantitative	ADJ
bam-11571	109	16	features	feature	NOUN
bam-11571	109	17	from	from	ADP
bam-11571	109	18	medical	medical	ADJ
bam-11571	109	19	images	image	NOUN
bam-11571	109	20	for	for	ADP
bam-11571	109	21	diagnosis	diagnosis	NOUN
bam-11571	109	22	and	and	CCONJ
bam-11571	109	23	prognosis	prognosis	NOUN
bam-11571	109	24	evaluation	evaluation	NOUN
bam-11571	109	25	,	,	PUNCT
bam-11571	109	26	was	be	AUX
bam-11571	109	27	not	not	PART
bam-11571	109	28	utilized	utilize	VERB
bam-11571	109	29	in	in	ADP
bam-11571	109	30	the	the	DET
bam-11571	109	31	current	current	ADJ
bam-11571	109	32	study	study	NOUN
bam-11571	109	33	.	.	PUNCT
bam-11571	110	1	in	in	ADP
bam-11571	110	2	addition	addition	NOUN
bam-11571	110	3	,	,	PUNCT
bam-11571	110	4	the	the	DET
bam-11571	110	5	present	present	ADJ
bam-11571	110	6	study	study	NOUN
bam-11571	110	7	's	's	PART
bam-11571	110	8	sample	sample	NOUN
bam-11571	110	9	size	size	NOUN
bam-11571	110	10	was	be	AUX
bam-11571	110	11	inadequate	inadequate	ADJ
bam-11571	110	12	to	to	PART
bam-11571	110	13	include	include	VERB
bam-11571	110	14	additional	additional	ADJ
bam-11571	110	15	clinical	clinical	ADJ
bam-11571	110	16	characteristics,32	characteristics,32	NOUN
bam-11571	110	17	and	and	CCONJ
bam-11571	110	18	imaging	imaging	NOUN
bam-11571	110	19	features	feature	NOUN
bam-11571	110	20	in	in	ADP
bam-11571	110	21	multivariate	multivariate	NOUN
bam-11571	110	22	analysis	analysis	NOUN
bam-11571	110	23	.	.	PUNCT
bam-11571	111	1	to	to	PART
bam-11571	111	2	validate	validate	VERB
bam-11571	111	3	the	the	DET
bam-11571	111	4	current	current	ADJ
bam-11571	111	5	findings	finding	NOUN
bam-11571	111	6	,	,	PUNCT
bam-11571	111	7	additional	additional	ADJ
bam-11571	111	8	investigations	investigation	NOUN
bam-11571	111	9	involving	involve	VERB
bam-11571	111	10	more	more	ADJ
bam-11571	111	11	patients	patient	NOUN
bam-11571	111	12	are	be	AUX
bam-11571	111	13	required	require	VERB
bam-11571	111	14	.	.	PUNCT
bam-11571	112	1	in	in	ADP
bam-11571	112	2	conclusion	conclusion	NOUN
bam-11571	112	3	,	,	PUNCT
bam-11571	112	4	the	the	DET
bam-11571	112	5	consolidation	consolidation	NOUN
bam-11571	112	6	volume	volume	NOUN
bam-11571	112	7	measured	measure	VERB
bam-11571	112	8	on	on	ADP
bam-11571	112	9	the	the	DET
bam-11571	112	10	initial	initial	ADJ
bam-11571	112	11	chest	chest	NOUN
bam-11571	112	12	ct	ct	NUM
bam-11571	112	13	was	be	AUX
bam-11571	112	14	the	the	DET
bam-11571	112	15	most	most	ADV
bam-11571	112	16	accurate	accurate	ADJ
bam-11571	112	17	predictor	predictor	NOUN
bam-11571	112	18	of	of	ADP
bam-11571	112	19	disease	disease	NOUN
bam-11571	112	20	progression	progression	NOUN
bam-11571	112	21	,	,	PUNCT
bam-11571	112	22	and	and	CCONJ
bam-11571	112	23	a	a	DET
bam-11571	112	24	larger	large	ADJ
bam-11571	112	25	consolidation	consolidation	NOUN
bam-11571	112	26	volume	volume	NOUN
bam-11571	112	27	was	be	AUX
bam-11571	112	28	associated	associate	VERB
bam-11571	112	29	with	with	ADP
bam-11571	112	30	a	a	DET
bam-11571	112	31	poor	poor	ADJ
bam-11571	112	32	clinical	clinical	ADJ
bam-11571	112	33	outcome	outcome	NOUN
bam-11571	112	34	.	.	PUNCT
bam-11571	113	1	in	in	ADP
bam-11571	113	2	patients	patient	NOUN
bam-11571	113	3	with	with	ADP
bam-11571	113	4	covid-19	covid-19	PROPN
bam-11571	113	5	,	,	PUNCT
bam-11571	113	6	ai	ai	ADJ
bam-11571	113	7	-	-	PUNCT
bam-11571	113	8	assisted	assist	VERB
bam-11571	113	9	lesion	lesion	NOUN
bam-11571	113	10	quantification	quantification	NOUN
bam-11571	113	11	was	be	AUX
bam-11571	113	12	useful	useful	ADJ
bam-11571	113	13	for	for	ADP
bam-11571	113	14	risk	risk	NOUN
bam-11571	113	15	stratification	stratification	NOUN
bam-11571	113	16	and	and	CCONJ
bam-11571	113	17	prognosis	prognosis	NOUN
bam-11571	113	18	evaluation	evaluation	NOUN
bam-11571	113	19	.	.	PUNCT
bam-11571	114	1	list	list	NOUN
bam-11571	114	2	of	of	ADP
bam-11571	114	3	acronyms	acronym	NOUN
bam-11571	114	4	auc	auc	NOUN
bam-11571	114	5	area	area	NOUN
bam-11571	114	6	under	under	ADP
bam-11571	114	7	curve	curve	NOUN
bam-11571	114	8	bmi	bmi	PROPN
bam-11571	114	9	body	body	PROPN
bam-11571	114	10	mass	mass	PROPN
bam-11571	114	11	index	index	NOUN
bam-11571	114	12	copd	copd	NOUN
bam-11571	114	13	chronic	chronic	VERB
bam-11571	114	14	obstructive	obstructive	ADJ
bam-11571	114	15	pulmonary	pulmonary	ADJ
bam-11571	114	16	disease	disease	NOUN
bam-11571	114	17	covid-19	covid-19	PROPN
bam-11571	114	18	coronavirus	coronavirus	NOUN
bam-11571	114	19	disease	disease	NOUN
bam-11571	114	20	2019	2019	NUM
bam-11571	114	21	ggo	ggo	PROPN
bam-11571	114	22	ground	ground	NOUN
bam-11571	114	23	glass	glass	NOUN
bam-11571	114	24	opacity	opacity	NOUN
bam-11571	114	25	contributions	contribution	NOUN
bam-11571	114	26	of	of	ADP
bam-11571	114	27	authors	author	NOUN
bam-11571	114	28	all	all	DET
bam-11571	114	29	authors	author	NOUN
bam-11571	114	30	read	read	VERB
bam-11571	114	31	and	and	CCONJ
bam-11571	114	32	approved	approve	VERB
bam-11571	114	33	the	the	DET
bam-11571	114	34	final	final	ADJ
bam-11571	114	35	edited	edited	ADJ
bam-11571	114	36	manuscript	manuscript	NOUN
bam-11571	114	37	.	.	PUNCT
bam-11571	115	1	acknowledgments	acknowledgment	NOUN
bam-11571	115	2	none	none	NOUN
bam-11571	115	3	funding	fund	VERB
bam-11571	115	4	the	the	DET
bam-11571	115	5	authors	author	NOUN
bam-11571	115	6	have	have	AUX
bam-11571	115	7	not	not	PART
bam-11571	115	8	received	receive	VERB
bam-11571	115	9	specific	specific	ADJ
bam-11571	115	10	funding	funding	NOUN
bam-11571	115	11	.	.	PUNCT
bam-11571	116	1	conflict	conflict	NOUN
bam-11571	116	2	of	of	ADP
bam-11571	116	3	interest	interest	NOUN
bam-11571	116	4	the	the	DET
bam-11571	116	5	authors	author	NOUN
bam-11571	116	6	declare	declare	VERB
bam-11571	116	7	they	they	PRON
bam-11571	116	8	have	have	VERB
bam-11571	116	9	no	no	DET
bam-11571	116	10	financial	financial	ADJ
bam-11571	116	11	,	,	PUNCT
bam-11571	116	12	personal	personal	ADJ
bam-11571	116	13	,	,	PUNCT
bam-11571	116	14	or	or	CCONJ
bam-11571	116	15	other	other	ADJ
bam-11571	116	16	conflicts	conflict	NOUN
bam-11571	116	17	of	of	ADP
bam-11571	116	18	interest	interest	NOUN
bam-11571	116	19	.	.	PUNCT
bam-11571	117	1	ethical	ethical	ADJ
bam-11571	117	2	publication	publication	NOUN
bam-11571	117	3	statement	statement	NOUN
bam-11571	117	4	we	we	PRON
bam-11571	117	5	confirm	confirm	VERB
bam-11571	117	6	that	that	SCONJ
bam-11571	117	7	we	we	PRON
bam-11571	117	8	have	have	AUX
bam-11571	117	9	read	read	VERB
bam-11571	117	10	the	the	DET
bam-11571	117	11	journal	journal	NOUN
bam-11571	117	12	’s	’s	PART
bam-11571	117	13	position	position	NOUN
bam-11571	117	14	on	on	ADP
bam-11571	117	15	issues	issue	NOUN
bam-11571	117	16	involved	involve	VERB
bam-11571	117	17	in	in	ADP
bam-11571	117	18	ethical	ethical	ADJ
bam-11571	117	19	publication	publication	NOUN
bam-11571	117	20	and	and	CCONJ
bam-11571	117	21	affirm	affirm	NOUN
bam-11571	117	22	that	that	SCONJ
bam-11571	117	23	this	this	DET
bam-11571	117	24	report	report	NOUN
bam-11571	117	25	is	be	AUX
bam-11571	117	26	consistent	consistent	ADJ
bam-11571	117	27	with	with	ADP
bam-11571	117	28	those	those	DET
bam-11571	117	29	guidelines	guideline	NOUN
bam-11571	117	30	.	.	PUNCT
bam-11571	118	1	corresponding	correspond	VERB
bam-11571	118	2	author	author	NOUN
bam-11571	118	3	reza	reza	PROPN
bam-11571	118	4	gerami	gerami	PROPN
bam-11571	118	5	,	,	PUNCT
bam-11571	118	6	department	department	NOUN
bam-11571	118	7	of	of	ADP
bam-11571	118	8	radiology	radiology	NOUN
bam-11571	118	9	,	,	PUNCT
bam-11571	118	10	faculty	faculty	NOUN
bam-11571	118	11	of	of	ADP
bam-11571	118	12	medicine	medicine	NOUN
bam-11571	118	13	,	,	PUNCT
bam-11571	118	14	aja	aja	PROPN
bam-11571	118	15	university	university	PROPN
bam-11571	118	16	of	of	ADP
bam-11571	118	17	medical	medical	ADJ
bam-11571	118	18	sciences	sciences	PROPN
bam-11571	118	19	,	,	PUNCT
bam-11571	118	20	tehran	tehran	PROPN
bam-11571	118	21	,	,	PUNCT
bam-11571	118	22	iran	iran	PROPN
bam-11571	118	23	.	.	PUNCT
bam-11571	119	1	orcid	orcid	NOUN
bam-11571	120	1	i	i	PRON
bam-11571	120	2	d	d	NOUN
bam-11571	120	3	:	:	PUNCT
bam-11571	120	4	0000	0000	NUM
bam-11571	120	5	-	-	PUNCT
bam-11571	120	6	0002	0002	NUM
bam-11571	120	7	-	-	PUNCT
bam-11571	120	8	6863	6863	NUM
bam-11571	120	9	-	-	PUNCT
bam-11571	120	10	4718	4718	NUM
bam-11571	120	11	email	email	NOUN
bam-11571	120	12	:	:	PUNCT
bam-11571	120	13	rezagerami64@gmail.com	rezagerami64@gmail.com	X
bam-11571	120	14	e	e	NOUN
bam-11571	120	15	-	-	NOUN
bam-11571	120	16	mails	mail	NOUN
bam-11571	120	17	and	and	CCONJ
bam-11571	120	18	orcid	orcid	NOUN
bam-11571	121	1	i	i	INTJ
bam-11571	121	2	d	d	PROPN
bam-11571	121	3	of	of	ADP
bam-11571	121	4	co	co	NOUN
bam-11571	121	5	-	-	NOUN
bam-11571	121	6	authors	author	NOUN
bam-11571	121	7	saeid	saeid	PROPN
bam-11571	121	8	sadeghi	sadeghi	PROPN
bam-11571	121	9	joni	joni	PROPN
bam-11571	121	10	:	:	PUNCT
bam-11571	122	1	saeedsadeghi69@gmail.com	saeedsadeghi69@gmail.com	X
bam-11571	122	2	orcid	orcid	NOUN
bam-11571	123	1	i	i	NOUN
bam-11571	123	2	d	d	NOUN
bam-11571	123	3	:	:	PUNCT
bam-11571	123	4	orcid	orcid	PROPN
bam-11571	124	1	i	i	PRON
bam-11571	124	2	d	d	NOUN
bam-11571	124	3	:	:	PUNCT
bam-11571	124	4	0000	0000	NUM
bam-11571	124	5	-	-	PUNCT
bam-11571	124	6	0001	0001	NUM
bam-11571	124	7	-	-	PUNCT
bam-11571	124	8	5961	5961	NUM
bam-11571	124	9	-	-	PUNCT
bam-11571	124	10	8014	8014	NUM
bam-11571	124	11	fakhereh	fakhereh	NOUN
bam-11571	124	12	pashaei	pashaei	NOUN
bam-11571	124	13	:	:	PUNCT
bam-11571	124	14	fakhereh.pashaee@yahoo.com	fakhereh.pashaee@yahoo.com	NUM
bam-11571	124	15	orcid	orcid	NOUN
bam-11571	125	1	i	i	NOUN
bam-11571	125	2	d	d	NOUN
bam-11571	125	3	:	:	PUNCT
bam-11571	125	4	0000	0000	NUM
bam-11571	125	5	-	-	PUNCT
bam-11571	125	6	0002	0002	NUM
bam-11571	125	7	-	-	PUNCT
bam-11571	125	8	3200	3200	NUM
bam-11571	125	9	-	-	SYM
bam-11571	125	10	1839	1839	NUM
bam-11571	125	11	hojat	hojat	ADV
bam-11571	125	12	ebrahiminik	ebrahiminik	NOUN
bam-11571	125	13	:	:	PUNCT
bam-11571	126	1	dr_ebrahiminik@yahoo.com	dr_ebrahiminik@yahoo.com	PROPN
bam-11571	126	2	orcid	orcid	NOUN
bam-11571	127	1	i	i	PRON
bam-11571	127	2	d	d	NOUN
bam-11571	127	3	:	:	PUNCT
bam-11571	127	4	0000	0000	NUM
bam-11571	127	5	-	-	PUNCT
bam-11571	127	6	0003	0003	NUM
bam-11571	127	7	-	-	PUNCT
bam-11571	127	8	1037	1037	NUM
bam-11571	127	9	-	-	SYM
bam-11571	127	10	4463	4463	NUM
bam-11571	127	11	mahmood	mahmood	PROPN
bam-11571	127	12	karimi	karimi	PROPN
bam-11571	127	13	:	:	PUNCT
bam-11571	128	1	dr.karimi.ma@gmail.com	dr.karimi.ma@gmail.com	X
bam-11571	128	2	orcid	orcid	PROPN
bam-11571	129	1	i	i	PRON
bam-11571	129	2	d	d	NOUN
bam-11571	129	3	:	:	PUNCT
bam-11571	129	4	0009	0009	NUM
bam-11571	129	5	-	-	SYM
bam-11571	129	6	0006	0006	NUM
bam-11571	129	7	-	-	PUNCT
bam-11571	129	8	3355	3355	NUM
bam-11571	129	9	-	-	SYM
bam-11571	129	10	2700	2700	NUM
bam-11571	129	11	.	.	PUNCT
bam-11571	130	1	references	reference	NOUN
bam-11571	130	2	1	1	NUM
bam-11571	130	3	.	.	PUNCT
bam-11571	131	1	ciotti	ciotti	PROPN
bam-11571	131	2	m	m	PROPN
bam-11571	131	3	,	,	PUNCT
bam-11571	131	4	ciccozzi	ciccozzi	PROPN
bam-11571	131	5	m	m	PROPN
bam-11571	131	6	,	,	PUNCT
bam-11571	131	7	terrinoni	terrinoni	NOUN
bam-11571	131	8	a	a	NOUN
bam-11571	131	9	,	,	PUNCT
bam-11571	131	10	jiang	jiang	PROPN
bam-11571	131	11	wc	wc	PROPN
bam-11571	131	12	,	,	PUNCT
bam-11571	131	13	wang	wang	PROPN
bam-11571	131	14	cb	cb	PROPN
bam-11571	131	15	,	,	PUNCT
bam-11571	131	16	bernardini	bernardini	PROPN
bam-11571	131	17	s.	s.	PROPN
bam-11571	131	18	the	the	DET
bam-11571	131	19	covid-19	covid-19	PROPN
bam-11571	131	20	pandemic	pandemic	NOUN
bam-11571	131	21	.	.	PUNCT
bam-11571	132	1	crit	crit	PROPN
bam-11571	132	2	rev	rev	PROPN
bam-11571	132	3	clin	clin	PROPN
bam-11571	132	4	lab	lab	PROPN
bam-11571	132	5	sci	sci	PROPN
bam-11571	132	6	.	.	PROPN
bam-11571	132	7	2020	2020	NUM
bam-11571	132	8	sep;57(6):365	sep;57(6):365	PROPN
bam-11571	132	9	-	-	SYM
bam-11571	132	10	388	388	NUM
bam-11571	132	11	.	.	PUNCT
bam-11571	133	1	doi	doi	NOUN
bam-11571	133	2	:	:	PUNCT
bam-11571	133	3	10.1080/10408363.2020.1783198	10.1080/10408363.2020.1783198	NUM
bam-11571	133	4	.	.	PUNCT
bam-11571	134	1	epub	epub	NOUN
bam-11571	134	2	2020	2020	NUM
bam-11571	134	3	jul	jul	PROPN
bam-11571	134	4	9	9	NUM
bam-11571	134	5	.	.	PUNCT
bam-11571	135	1	pmid	pmid	NOUN
bam-11571	135	2	:	:	PUNCT
bam-11571	135	3	32645276	32645276	NUM
bam-11571	135	4	.	.	PUNCT
bam-11571	136	1	2	2	X
bam-11571	136	2	.	.	X
bam-11571	136	3	msemburi	msemburi	PROPN
bam-11571	136	4	w	w	PROPN
bam-11571	136	5	,	,	PUNCT
bam-11571	136	6	karlinsky	karlinsky	PROPN
bam-11571	136	7	a	a	X
bam-11571	136	8	,	,	PUNCT
bam-11571	136	9	knutson	knutson	PROPN
bam-11571	136	10	v	v	PROPN
bam-11571	136	11	,	,	PUNCT
bam-11571	136	12	aleshinguendel	aleshinguendel	PROPN
bam-11571	136	13	s	s	PROPN
bam-11571	136	14	,	,	PUNCT
bam-11571	136	15	chatterji	chatterji	PROPN
bam-11571	136	16	s	s	PROPN
bam-11571	136	17	,	,	PUNCT
bam-11571	136	18	wakefield	wakefield	PROPN
bam-11571	136	19	j.	j.	PROPN
bam-11571	136	20	the	the	PRON
bam-11571	136	21	who	who	PRON
bam-11571	136	22	estimates	estimate	VERB
bam-11571	136	23	of	of	ADP
bam-11571	136	24	excess	excess	ADJ
bam-11571	136	25	mortality	mortality	NOUN
bam-11571	136	26	associated	associate	VERB
bam-11571	136	27	with	with	ADP
bam-11571	136	28	the	the	DET
bam-11571	136	29	covid-19	covid-19	PROPN
bam-11571	136	30	pandemic	pandemic	NOUN
bam-11571	136	31	.	.	PUNCT
bam-11571	137	1	nature	nature	NOUN
bam-11571	137	2	.	.	PUNCT
bam-11571	138	1	2023	2023	NUM
bam-11571	138	2	jan;613(7942):130	jan;613(7942):130	PROPN
bam-11571	138	3	-	-	PUNCT
bam-11571	138	4	137	137	NUM
bam-11571	138	5	.	.	PUNCT
bam-11571	139	1	doi	doi	NOUN
bam-11571	139	2	:	:	PUNCT
bam-11571	139	3	10.1038	10.1038	NUM
bam-11571	139	4	/	/	SYM
bam-11571	139	5	s41586	s41586	PROPN
bam-11571	139	6	-	-	PUNCT
bam-11571	139	7	02205522	02205522	NUM
bam-11571	139	8	-	-	PUNCT
bam-11571	139	9	2	2	NUM
bam-11571	139	10	.	.	PUNCT
bam-11571	140	1	epub	epub	NOUN
bam-11571	140	2	2022	2022	NUM
bam-11571	140	3	dec	dec	PROPN
bam-11571	140	4	14	14	NUM
bam-11571	140	5	.	.	PUNCT
bam-11571	141	1	pmid	pmid	NOUN
bam-11571	141	2	:	:	PUNCT
bam-11571	141	3	36517599	36517599	NUM
bam-11571	141	4	;	;	PUNCT
bam-11571	141	5	pmcid	pmcid	ADJ
bam-11571	141	6	:	:	PUNCT
bam-11571	141	7	pmc9812776	pmc9812776	NOUN
bam-11571	141	8	.	.	PUNCT
bam-11571	142	1	mailto:rezagerami64@gmail.com	mailto:rezagerami64@gmail.com	PROPN
bam-11571	142	2	mailto:saeedsadeghi69@gmail.com	mailto:saeedsadeghi69@gmail.com	PROPN
bam-11571	142	3	mailto:fakhereh.pashaee@yahoo.com	mailto:fakhereh.pashaee@yahoo.com	PROPN
bam-11571	142	4	mailto:dr_ebrahiminik@yahoo.com	mailto:dr_ebrahiminik@yahoo.com	X
bam-11571	143	1	mailto:dr.karimi.ma@gmail.com	mailto:dr.karimi.ma@gmail.com	PROPN
bam-11571	143	2	ct	ct	PROPN
bam-11571	143	3	scan	scan	VERB
bam-11571	143	4	for	for	ADP
bam-11571	143	5	prognosis	prognosis	NOUN
bam-11571	143	6	of	of	ADP
bam-11571	143	7	covid-19	covid-19	PROPN
bam-11571	143	8	by	by	ADP
bam-11571	143	9	deep	deep	ADJ
bam-11571	143	10	learning	learn	VERB
bam-11571	143	11	eur	eur	PROPN
bam-11571	143	12	j	j	PROPN
bam-11571	143	13	transl	transl	PROPN
bam-11571	143	14	myol	myol	ADV
bam-11571	143	15	33	33	NUM
bam-11571	143	16	(	(	PUNCT
bam-11571	143	17	3	3	NUM
bam-11571	143	18	)	)	PUNCT
bam-11571	143	19	11571	11571	NUM
bam-11571	143	20	,	,	PUNCT
bam-11571	143	21	2023	2023	NUM
bam-11571	143	22	doi	doi	NOUN
bam-11571	143	23	:	:	PUNCT
bam-11571	143	24	10.4081	10.4081	NUM
bam-11571	143	25	/	/	SYM
bam-11571	143	26	ejtm.2023.11571	ejtm.2023.11571	NUM
bam-11571	143	27	8	8	NUM
bam-11571	143	28	3	3	NUM
bam-11571	143	29	.	.	PUNCT
bam-11571	144	1	kang	kang	PROPN
bam-11571	144	2	j	j	PROPN
bam-11571	144	3	,	,	PUNCT
bam-11571	144	4	kang	kang	PROPN
bam-11571	144	5	j	j	PROPN
bam-11571	144	6	,	,	PUNCT
bam-11571	144	7	seo	seo	PROPN
bam-11571	144	8	wj	wj	PROPN
bam-11571	144	9	,	,	PUNCT
bam-11571	144	10	park	park	PROPN
bam-11571	144	11	sh	sh	PROPN
bam-11571	144	12	,	,	PUNCT
bam-11571	144	13	kang	kang	PROPN
bam-11571	144	14	hk	hk	PROPN
bam-11571	144	15	,	,	PUNCT
bam-11571	144	16	park	park	PROPN
bam-11571	144	17	hk	hk	PROPN
bam-11571	144	18	,	,	PUNCT
bam-11571	144	19	hyun	hyun	PROPN
bam-11571	144	20	j	j	PROPN
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bam-11571	144	23	je	je	PROPN
bam-11571	144	24	,	,	PUNCT
bam-11571	144	25	kwak	kwak	PROPN
bam-11571	144	26	yg	yg	PROPN
bam-11571	144	27	,	,	PUNCT
bam-11571	144	28	kim	kim	PROPN
bam-11571	144	29	kh	kh	PROPN
bam-11571	144	30	,	,	PUNCT
bam-11571	144	31	kim	kim	PROPN
bam-11571	144	32	ys	ys	PROPN
bam-11571	144	33	,	,	PUNCT
bam-11571	144	34	lee	lee	PROPN
bam-11571	144	35	ss	ss	PROPN
bam-11571	144	36	,	,	PUNCT
bam-11571	144	37	koo	koo	PROPN
bam-11571	144	38	hk	hk	PROPN
bam-11571	144	39	.	.	PUNCT
bam-11571	144	40	prediction	prediction	NOUN
bam-11571	144	41	models	model	NOUN
bam-11571	144	42	for	for	ADP
bam-11571	144	43	respiratory	respiratory	ADJ
bam-11571	144	44	outcomes	outcome	NOUN
bam-11571	144	45	in	in	ADP
bam-11571	144	46	patients	patient	NOUN
bam-11571	144	47	with	with	ADP
bam-11571	144	48	covid-19	covid-19	PROPN
bam-11571	144	49	:	:	PUNCT
bam-11571	144	50	integration	integration	NOUN
bam-11571	144	51	of	of	ADP
bam-11571	144	52	quantitative	quantitative	ADJ
bam-11571	144	53	computed	compute	VERB
bam-11571	144	54	tomography	tomography	NOUN
bam-11571	144	55	parameters	parameter	NOUN
bam-11571	144	56	,	,	PUNCT
bam-11571	144	57	demographics	demographic	NOUN
bam-11571	144	58	,	,	PUNCT
bam-11571	144	59	and	and	CCONJ
bam-11571	144	60	laboratory	laboratory	NOUN
bam-11571	144	61	features	feature	NOUN
bam-11571	144	62	.	.	PUNCT
bam-11571	145	1	j	j	PROPN
bam-11571	145	2	thorac	thorac	PROPN
bam-11571	145	3	dis	dis	PROPN
bam-11571	145	4	.	.	PUNCT
bam-11571	146	1	2023	2023	NUM
bam-11571	146	2	mar	mar	PROPN
bam-11571	146	3	31;15(3):1506	31;15(3):1506	NUM
bam-11571	146	4	-	-	SYM
bam-11571	146	5	1516	1516	NUM
bam-11571	146	6	.	.	PUNCT
bam-11571	147	1	doi	doi	NOUN
bam-11571	147	2	:	:	PUNCT
bam-11571	147	3	10.21037	10.21037	NUM
bam-11571	147	4	/	/	SYM
bam-11571	147	5	jtd-22	jtd-22	NOUN
bam-11571	147	6	-	-	NOUN
bam-11571	147	7	1076	1076	NUM
bam-11571	147	8	.	.	PUNCT
bam-11571	148	1	epub	epub	NOUN
bam-11571	148	2	2023	2023	NUM
bam-11571	148	3	mar	mar	PROPN
bam-11571	148	4	9	9	NUM
bam-11571	148	5	.	.	PUNCT
bam-11571	149	1	pmid	pmid	NOUN
bam-11571	149	2	:	:	PUNCT
bam-11571	149	3	37065603	37065603	NUM
bam-11571	149	4	;	;	PUNCT
bam-11571	149	5	pmcid	pmcid	PROPN
bam-11571	149	6	:	:	PUNCT
bam-11571	149	7	pmc10089866	pmc10089866	PROPN
bam-11571	149	8	.	.	PUNCT
bam-11571	150	1	4	4	X
bam-11571	150	2	.	.	PUNCT
bam-11571	151	1	vandenberg	vandenberg	PROPN
bam-11571	151	2	o	o	PROPN
bam-11571	151	3	,	,	PUNCT
bam-11571	151	4	martiny	martiny	PROPN
bam-11571	151	5	d	d	PROPN
bam-11571	151	6	,	,	PUNCT
bam-11571	151	7	rochas	rochas	PROPN
bam-11571	151	8	o	o	PROPN
bam-11571	151	9	,	,	PUNCT
bam-11571	151	10	van	van	PROPN
bam-11571	151	11	belkum	belkum	PROPN
bam-11571	151	12	a	a	PROPN
bam-11571	151	13	,	,	PUNCT
bam-11571	151	14	kozlakidis	kozlakidis	PROPN
bam-11571	151	15	z.	z.	PROPN
bam-11571	151	16	considerations	consideration	NOUN
bam-11571	151	17	for	for	ADP
bam-11571	151	18	diagnostic	diagnostic	ADJ
bam-11571	151	19	covid-19	covid-19	PROPN
bam-11571	151	20	tests	test	NOUN
bam-11571	151	21	.	.	PUNCT
bam-11571	152	1	nat	nat	PROPN
bam-11571	152	2	rev	rev	PROPN
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bam-11571	152	4	.	.	PUNCT
bam-11571	153	1	2021	2021	NUM
bam-11571	153	2	mar;19(3):171	mar;19(3):171	NOUN
bam-11571	153	3	-	-	PUNCT
bam-11571	153	4	183	183	NUM
bam-11571	153	5	.	.	PUNCT
bam-11571	154	1	doi	doi	NOUN
bam-11571	154	2	:	:	PUNCT
bam-11571	154	3	10.1038	10.1038	NUM
bam-11571	154	4	/	/	SYM
bam-11571	154	5	s41579	s41579	PROPN
bam-11571	154	6	-	-	PUNCT
bam-11571	154	7	02000461	02000461	NUM
bam-11571	154	8	-	-	PUNCT
bam-11571	154	9	z.	z.	PROPN
bam-11571	154	10	epub	epub	PROPN
bam-11571	154	11	2020	2020	NUM
bam-11571	154	12	oct	oct	PROPN
bam-11571	154	13	14	14	NUM
bam-11571	154	14	.	.	PUNCT
bam-11571	155	1	pmid	pmid	NOUN
bam-11571	155	2	:	:	PUNCT
bam-11571	155	3	33057203	33057203	NUM
bam-11571	155	4	;	;	PUNCT
bam-11571	155	5	pmcid	pmcid	NOUN
bam-11571	155	6	:	:	PUNCT
bam-11571	155	7	pmc7556561	pmc7556561	NOUN
bam-11571	155	8	.	.	PUNCT
bam-11571	156	1	5	5	X
bam-11571	156	2	.	.	X
bam-11571	156	3	jafari	jafari	PROPN
bam-11571	156	4	r	r	PROPN
bam-11571	156	5	,	,	PUNCT
bam-11571	156	6	cegolon	cegolon	NOUN
bam-11571	156	7	l	l	PROPN
bam-11571	156	8	,	,	PUNCT
bam-11571	156	9	jafari	jafari	PROPN
bam-11571	156	10	a	a	X
bam-11571	156	11	,	,	PUNCT
bam-11571	156	12	kashaki	kashaki	NOUN
bam-11571	156	13	m	m	PROPN
bam-11571	156	14	,	,	PUNCT
bam-11571	156	15	otoukesh	otoukesh	PROPN
bam-11571	156	16	b	b	PROPN
bam-11571	156	17	,	,	PUNCT
bam-11571	156	18	ghahderijani	ghahderijani	ADJ
bam-11571	156	19	bh	bh	PROPN
bam-11571	156	20	,	,	PUNCT
bam-11571	156	21	izadi	izadi	NOUN
bam-11571	156	22	m	m	PROPN
bam-11571	156	23	,	,	PUNCT
bam-11571	156	24	saadat	saadat	VERB
bam-11571	156	25	sh	sh	PROPN
bam-11571	156	26	,	,	PUNCT
bam-11571	156	27	einollahi	einollahi	PROPN
bam-11571	156	28	b	b	PROPN
bam-11571	156	29	,	,	PUNCT
bam-11571	156	30	javanbakht	javanbakht	PROPN
bam-11571	156	31	m.	m.	NOUN
bam-11571	156	32	large	large	ADJ
bam-11571	156	33	saddle	saddle	NOUN
bam-11571	156	34	pulmonary	pulmonary	ADJ
bam-11571	156	35	embolism	embolism	NOUN
bam-11571	156	36	in	in	ADP
bam-11571	156	37	a	a	DET
bam-11571	156	38	woman	woman	NOUN
bam-11571	156	39	infected	infect	VERB
bam-11571	156	40	by	by	ADP
bam-11571	156	41	covid-19	covid-19	PROPN
bam-11571	156	42	pneumonia	pneumonia	NOUN
bam-11571	156	43	.	.	PUNCT
bam-11571	157	1	eur	eur	PROPN
bam-11571	157	2	heart	heart	NOUN
bam-11571	157	3	j.	j.	PROPN
bam-11571	157	4	2020	2020	NUM
bam-11571	157	5	jun	jun	PROPN
bam-11571	157	6	7;41(22):2133	7;41(22):2133	NUM
bam-11571	157	7	.	.	PUNCT
bam-11571	158	1	doi	doi	NOUN
bam-11571	158	2	:	:	PUNCT
bam-11571	158	3	10.1093	10.1093	NUM
bam-11571	158	4	/	/	SYM
bam-11571	158	5	eurheartj	eurheartj	ADJ
bam-11571	158	6	/	/	SYM
bam-11571	158	7	ehaa402	ehaa402	PROPN
bam-11571	158	8	.	.	PUNCT
bam-11571	159	1	pmid	pmid	PROPN
bam-11571	159	2	:	:	PUNCT
bam-11571	159	3	32374381	32374381	NUM
bam-11571	159	4	;	;	PUNCT
bam-11571	159	5	pmcid	pmcid	ADJ
bam-11571	159	6	:	:	PUNCT
bam-11571	159	7	pmc7239188	pmc7239188	X
bam-11571	159	8	.	.	PUNCT
bam-11571	160	1	6	6	NUM
bam-11571	160	2	.	.	X
bam-11571	160	3	long	long	ADJ
bam-11571	160	4	c	c	NOUN
bam-11571	160	5	,	,	PUNCT
bam-11571	160	6	xu	xu	PROPN
bam-11571	161	1	h	h	PROPN
bam-11571	161	2	,	,	PUNCT
bam-11571	161	3	shen	shen	PROPN
bam-11571	162	1	q	q	PROPN
bam-11571	162	2	,	,	PUNCT
bam-11571	162	3	zhang	zhang	PROPN
bam-11571	162	4	x	x	PROPN
bam-11571	162	5	,	,	PUNCT
bam-11571	162	6	fan	fan	PROPN
bam-11571	162	7	b	b	PROPN
bam-11571	162	8	,	,	PUNCT
bam-11571	162	9	wang	wang	PROPN
bam-11571	162	10	c	c	PROPN
bam-11571	162	11	,	,	PUNCT
bam-11571	162	12	zeng	zeng	PROPN
bam-11571	162	13	b	b	PROPN
bam-11571	162	14	,	,	PUNCT
bam-11571	162	15	li	li	PROPN
bam-11571	162	16	z	z	PROPN
bam-11571	162	17	,	,	PUNCT
bam-11571	162	18	li	li	PROPN
bam-11571	162	19	x	x	PROPN
bam-11571	162	20	,	,	PUNCT
bam-11571	162	21	li	li	PROPN
bam-11571	162	22	h.	h.	PROPN
bam-11571	162	23	diagnosis	diagnosis	PROPN
bam-11571	162	24	of	of	ADP
bam-11571	162	25	the	the	DET
bam-11571	162	26	coronavirus	coronavirus	NOUN
bam-11571	162	27	disease	disease	NOUN
bam-11571	162	28	(	(	PUNCT
bam-11571	162	29	covid-19	covid-19	PROPN
bam-11571	162	30	):	):	PUNCT
bam-11571	162	31	rrt	rrt	NOUN
bam-11571	162	32	-	-	ADJ
bam-11571	162	33	pcr	pcr	ADJ
bam-11571	162	34	or	or	CCONJ
bam-11571	162	35	ct	ct	NUM
bam-11571	162	36	?	?	PUNCT
bam-11571	163	1	eur	eur	PROPN
bam-11571	163	2	j	j	PROPN
bam-11571	163	3	radiol	radiol	NOUN
bam-11571	163	4	.	.	PUNCT
bam-11571	164	1	2020	2020	NUM
bam-11571	165	1	may;126:108961	may;126:108961	PROPN
bam-11571	165	2	.	.	PUNCT
bam-11571	165	3	doi	doi	PROPN
bam-11571	165	4	:	:	PUNCT
bam-11571	165	5	10.1016	10.1016	NUM
bam-11571	165	6	/	/	SYM
bam-11571	165	7	j.ejrad.2020.108961	j.ejrad.2020.108961	PROPN
bam-11571	165	8	.	.	PUNCT
bam-11571	166	1	epub	epub	PROPN
bam-11571	166	2	2020	2020	NUM
bam-11571	166	3	mar	mar	PROPN
bam-11571	166	4	25	25	NUM
bam-11571	166	5	.	.	PUNCT
bam-11571	167	1	pmid	pmid	NOUN
bam-11571	167	2	:	:	PUNCT
bam-11571	167	3	32229322	32229322	NUM
bam-11571	167	4	;	;	PUNCT
bam-11571	167	5	pmcid	pmcid	ADJ
bam-11571	167	6	:	:	PUNCT
bam-11571	167	7	pmc7102545	pmc7102545	NOUN
bam-11571	167	8	.	.	PUNCT
bam-11571	168	1	7	7	X
bam-11571	168	2	.	.	X
bam-11571	168	3	vaishya	vaishya	PROPN
bam-11571	168	4	r	r	PROPN
bam-11571	168	5	,	,	PUNCT
bam-11571	168	6	javaid	javaid	NOUN
bam-11571	168	7	m	m	PROPN
bam-11571	168	8	,	,	PUNCT
bam-11571	168	9	khan	khan	PROPN
bam-11571	168	10	ih	ih	PROPN
bam-11571	168	11	,	,	PUNCT
bam-11571	168	12	haleem	haleem	PROPN
bam-11571	168	13	a.	a.	PROPN
bam-11571	168	14	artificial	artificial	PROPN
bam-11571	168	15	intelligence	intelligence	NOUN
bam-11571	168	16	(	(	PUNCT
bam-11571	168	17	ai	ai	NOUN
bam-11571	168	18	)	)	PUNCT
bam-11571	168	19	applications	application	NOUN
bam-11571	168	20	for	for	ADP
bam-11571	168	21	covid19	covid19	NOUN
bam-11571	168	22	pandemic	pandemic	ADJ
bam-11571	168	23	.	.	PUNCT
bam-11571	169	1	diabetes	diabete	VERB
bam-11571	169	2	metab	metab	NOUN
bam-11571	169	3	syndr	syndr	NOUN
bam-11571	169	4	.	.	PUNCT
bam-11571	170	1	2020	2020	NUM
bam-11571	170	2	julaug;14(4):337	julaug;14(4):337	NOUN
bam-11571	170	3	-	-	SYM
bam-11571	170	4	339	339	NUM
bam-11571	170	5	.	.	PUNCT
bam-11571	171	1	doi	doi	NOUN
bam-11571	171	2	:	:	PUNCT
bam-11571	171	3	10.1016	10.1016	NUM
bam-11571	171	4	/	/	SYM
bam-11571	171	5	j.dsx.2020.04.012	j.dsx.2020.04.012	PROPN
bam-11571	171	6	.	.	PUNCT
bam-11571	172	1	epub	epub	PROPN
bam-11571	172	2	2020	2020	NUM
bam-11571	172	3	apr	apr	PROPN
bam-11571	172	4	14	14	NUM
bam-11571	172	5	.	.	PUNCT
bam-11571	173	1	pmid	pmid	NOUN
bam-11571	173	2	:	:	PUNCT
bam-11571	173	3	32305024	32305024	NUM
bam-11571	173	4	;	;	PUNCT
bam-11571	173	5	pmcid	pmcid	ADJ
bam-11571	173	6	:	:	PUNCT
bam-11571	173	7	pmc7195043	pmc7195043	NOUN
bam-11571	173	8	.	.	PUNCT
bam-11571	174	1	8	8	X
bam-11571	174	2	.	.	X
bam-11571	175	1	chen	chen	PROPN
bam-11571	175	2	j	j	PROPN
bam-11571	175	3	,	,	PUNCT
bam-11571	175	4	see	see	VERB
bam-11571	175	5	kc	kc	PROPN
bam-11571	175	6	.	.	PUNCT
bam-11571	176	1	artificial	artificial	ADJ
bam-11571	176	2	intelligence	intelligence	NOUN
bam-11571	176	3	for	for	ADP
bam-11571	176	4	covid19	covid19	NOUN
bam-11571	176	5	:	:	PUNCT
bam-11571	176	6	rapid	rapid	ADJ
bam-11571	176	7	review	review	NOUN
bam-11571	176	8	.	.	PUNCT
bam-11571	177	1	j	j	PROPN
bam-11571	177	2	med	med	PROPN
bam-11571	177	3	internet	internet	NOUN
bam-11571	177	4	res	re	NOUN
bam-11571	177	5	.	.	PUNCT
bam-11571	177	6	2020	2020	NUM
bam-11571	177	7	oct	oct	PROPN
bam-11571	177	8	27;22(10):e21476	27;22(10):e21476	NUM
bam-11571	177	9	.	.	PUNCT
bam-11571	178	1	doi	doi	NOUN
bam-11571	178	2	:	:	PUNCT
bam-11571	178	3	10.2196/21476	10.2196/21476	NUM
bam-11571	178	4	.	.	PUNCT
bam-11571	179	1	pmid	pmid	NOUN
bam-11571	179	2	:	:	PUNCT
bam-11571	179	3	32946413	32946413	NUM
bam-11571	179	4	;	;	PUNCT
bam-11571	179	5	pmcid	pmcid	NOUN
bam-11571	179	6	:	:	PUNCT
bam-11571	179	7	pmc7595751	pmc7595751	PROPN
bam-11571	179	8	.	.	PUNCT
bam-11571	180	1	9	9	X
bam-11571	180	2	.	.	X
bam-11571	180	3	khan	khan	PROPN
bam-11571	180	4	m	m	PROPN
bam-11571	180	5	,	,	PUNCT
bam-11571	180	6	mehran	mehran	PROPN
bam-11571	180	7	mt	mt	PROPN
bam-11571	180	8	,	,	PUNCT
bam-11571	180	9	haq	haq	PROPN
bam-11571	180	10	zu	zu	PROPN
bam-11571	180	11	,	,	PUNCT
bam-11571	180	12	ullah	ullah	PROPN
bam-11571	180	13	z	z	PROPN
bam-11571	180	14	,	,	PUNCT
bam-11571	180	15	naqvi	naqvi	PROPN
bam-11571	180	16	sr	sr	PROPN
bam-11571	180	17	,	,	PUNCT
bam-11571	180	18	ihsan	ihsan	PROPN
bam-11571	180	19	m	m	PROPN
bam-11571	180	20	,	,	PUNCT
bam-11571	180	21	abbass	abbass	PROPN
bam-11571	180	22	h.	h.	PROPN
bam-11571	180	23	applications	application	NOUN
bam-11571	180	24	of	of	ADP
bam-11571	180	25	artificial	artificial	ADJ
bam-11571	180	26	intelligence	intelligence	NOUN
bam-11571	180	27	in	in	ADP
bam-11571	180	28	covid-19	covid-19	PROPN
bam-11571	180	29	pandemic	pandemic	NOUN
bam-11571	180	30	:	:	PUNCT
bam-11571	180	31	a	a	DET
bam-11571	180	32	comprehensive	comprehensive	ADJ
bam-11571	180	33	review	review	NOUN
bam-11571	180	34	.	.	PUNCT
bam-11571	181	1	expert	expert	NOUN
bam-11571	181	2	syst	syst	PROPN
bam-11571	181	3	appl	appl	PROPN
bam-11571	181	4	.	.	PROPN
bam-11571	182	1	2021	2021	NUM
bam-11571	182	2	dec	dec	PROPN
bam-11571	182	3	15;185:115695	15;185:115695	PROPN
bam-11571	182	4	.	.	PUNCT
bam-11571	183	1	doi	doi	NOUN
bam-11571	183	2	:	:	PUNCT
bam-11571	183	3	10.1016	10.1016	NUM
bam-11571	183	4	/	/	SYM
bam-11571	183	5	j.eswa.2021.115695	j.eswa.2021.115695	NOUN
bam-11571	183	6	.	.	PUNCT
bam-11571	184	1	epub	epub	PROPN
bam-11571	184	2	2021	2021	NUM
bam-11571	184	3	aug	aug	PROPN
bam-11571	184	4	4	4	NUM
bam-11571	184	5	.	.	PUNCT
bam-11571	185	1	pmid	pmid	NOUN
bam-11571	185	2	:	:	PUNCT
bam-11571	185	3	34400854	34400854	NUM
bam-11571	185	4	;	;	PUNCT
bam-11571	185	5	pmcid	pmcid	PROPN
bam-11571	185	6	:	:	PUNCT
bam-11571	185	7	pmc8359727	pmc8359727	NOUN
bam-11571	185	8	.	.	PUNCT
bam-11571	186	1	10	10	NUM
bam-11571	186	2	.	.	PUNCT
bam-11571	187	1	yang	yang	PROPN
bam-11571	187	2	r	r	PROPN
bam-11571	187	3	,	,	PUNCT
bam-11571	187	4	li	li	PROPN
bam-11571	187	5	x	x	PROPN
bam-11571	187	6	,	,	PUNCT
bam-11571	187	7	liu	liu	PROPN
bam-11571	187	8	h	h	PROPN
bam-11571	187	9	,	,	PUNCT
bam-11571	187	10	zhen	zhen	PROPN
bam-11571	187	11	y	y	PROPN
bam-11571	187	12	,	,	PUNCT
bam-11571	187	13	zhang	zhang	PROPN
bam-11571	187	14	x	x	PROPN
bam-11571	187	15	,	,	PUNCT
bam-11571	187	16	xiong	xiong	PROPN
bam-11571	187	17	q	q	PROPN
bam-11571	187	18	,	,	PUNCT
bam-11571	187	19	luo	luo	PROPN
bam-11571	187	20	y	y	PROPN
bam-11571	187	21	,	,	PUNCT
bam-11571	187	22	gao	gao	PROPN
bam-11571	187	23	c	c	PROPN
bam-11571	187	24	,	,	PUNCT
bam-11571	187	25	zeng	zeng	PROPN
bam-11571	187	26	w.	w.	PROPN
bam-11571	187	27	chest	chest	PROPN
bam-11571	187	28	ct	ct	PROPN
bam-11571	187	29	severity	severity	NOUN
bam-11571	187	30	score	score	NOUN
bam-11571	187	31	:	:	PUNCT
bam-11571	187	32	an	an	DET
bam-11571	187	33	imaging	imaging	NOUN
bam-11571	187	34	tool	tool	NOUN
bam-11571	187	35	for	for	ADP
bam-11571	187	36	assessing	assess	VERB
bam-11571	187	37	severe	severe	ADJ
bam-11571	187	38	covid-19	covid-19	PROPN
bam-11571	187	39	.	.	PUNCT
bam-11571	188	1	radiol	radiol	PROPN
bam-11571	188	2	cardiothorac	cardiothorac	PROPN
bam-11571	188	3	imaging	imaging	PROPN
bam-11571	188	4	.	.	PUNCT
bam-11571	189	1	2020	2020	NUM
bam-11571	189	2	mar	mar	PROPN
bam-11571	189	3	30;2(2):e200047	30;2(2):e200047	NUM
bam-11571	189	4	.	.	PUNCT
bam-11571	190	1	doi	doi	NOUN
bam-11571	190	2	:	:	PUNCT
bam-11571	190	3	10.1148	10.1148	NUM
bam-11571	190	4	/	/	SYM
bam-11571	190	5	ryct.2020200047	ryct.2020200047	PROPN
bam-11571	190	6	.	.	PUNCT
bam-11571	191	1	pmid	pmid	NOUN
bam-11571	191	2	:	:	PUNCT
bam-11571	191	3	33778560	33778560	NUM
bam-11571	191	4	;	;	PUNCT
bam-11571	191	5	pmcid	pmcid	ADJ
bam-11571	191	6	:	:	PUNCT
bam-11571	191	7	pmc7233443	pmc7233443	NOUN
bam-11571	191	8	.	.	PUNCT
bam-11571	192	1	11	11	NUM
bam-11571	192	2	.	.	PUNCT
bam-11571	193	1	pan	pan	PROPN
bam-11571	193	2	f	f	PROPN
bam-11571	193	3	,	,	PUNCT
bam-11571	193	4	ye	ye	PROPN
bam-11571	193	5	t	t	PROPN
bam-11571	193	6	,	,	PUNCT
bam-11571	193	7	sun	sun	NOUN
bam-11571	193	8	p	p	NOUN
bam-11571	193	9	,	,	PUNCT
bam-11571	193	10	gui	gui	NOUN
bam-11571	193	11	s	s	PROPN
bam-11571	193	12	,	,	PUNCT
bam-11571	193	13	liang	liang	PROPN
bam-11571	193	14	b	b	PROPN
bam-11571	193	15	,	,	PUNCT
bam-11571	193	16	li	li	PROPN
bam-11571	193	17	l	l	PROPN
bam-11571	193	18	,	,	PUNCT
bam-11571	193	19	zheng	zheng	PROPN
bam-11571	193	20	d	d	PROPN
bam-11571	193	21	,	,	PUNCT
bam-11571	193	22	wang	wang	PROPN
bam-11571	193	23	j	j	PROPN
bam-11571	193	24	,	,	PUNCT
bam-11571	193	25	hesketh	hesketh	PROPN
bam-11571	193	26	rl	rl	PROPN
bam-11571	193	27	,	,	PUNCT
bam-11571	193	28	yang	yang	PROPN
bam-11571	193	29	l	l	PROPN
bam-11571	193	30	,	,	PUNCT
bam-11571	193	31	zheng	zheng	PROPN
bam-11571	193	32	c.	c.	PROPN
bam-11571	193	33	time	time	PROPN
bam-11571	193	34	course	course	NOUN
bam-11571	193	35	of	of	ADP
bam-11571	193	36	lung	lung	NOUN
bam-11571	193	37	changes	change	NOUN
bam-11571	193	38	at	at	ADP
bam-11571	193	39	chest	chest	NOUN
bam-11571	193	40	ct	ct	NUM
bam-11571	193	41	during	during	ADP
bam-11571	193	42	recovery	recovery	NOUN
bam-11571	193	43	from	from	ADP
bam-11571	193	44	coronavirus	coronavirus	NOUN
bam-11571	193	45	disease	disease	NOUN
bam-11571	193	46	2019	2019	NUM
bam-11571	193	47	(	(	PUNCT
bam-11571	193	48	covid-19	covid-19	PROPN
bam-11571	193	49	)	)	PUNCT
bam-11571	193	50	.	.	PUNCT
bam-11571	194	1	radiology	radiology	NOUN
bam-11571	194	2	.	.	PUNCT
bam-11571	195	1	2020	2020	NUM
bam-11571	196	1	jun;295(3):715721	jun;295(3):715721	PROPN
bam-11571	196	2	.	.	PUNCT
bam-11571	196	3	doi	doi	NOUN
bam-11571	196	4	:	:	PUNCT
bam-11571	196	5	10.1148	10.1148	NUM
bam-11571	196	6	/	/	SYM
bam-11571	196	7	radiol.2020200370	radiol.2020200370	PROPN
bam-11571	196	8	.	.	PUNCT
bam-11571	197	1	epub	epub	PROPN
bam-11571	197	2	2020	2020	NUM
bam-11571	197	3	feb	feb	PROPN
bam-11571	197	4	13	13	NUM
bam-11571	197	5	.	.	PUNCT
bam-11571	198	1	pmid	pmid	NOUN
bam-11571	198	2	:	:	PUNCT
bam-11571	198	3	32053470	32053470	NUM
bam-11571	198	4	;	;	PUNCT
bam-11571	198	5	pmcid	pmcid	NOUN
bam-11571	198	6	:	:	PUNCT
bam-11571	198	7	pmc7233367	pmc7233367	PROPN
bam-11571	198	8	.	.	PUNCT
bam-11571	199	1	12	12	NUM
bam-11571	199	2	.	.	PUNCT
bam-11571	200	1	ronneberger	ronneberger	NOUN
bam-11571	200	2	o	o	PROPN
bam-11571	200	3	,	,	PUNCT
bam-11571	200	4	fischer	fischer	PROPN
bam-11571	200	5	p	p	PROPN
bam-11571	200	6	,	,	PUNCT
bam-11571	200	7	brox	brox	PROPN
bam-11571	200	8	t	t	PROPN
bam-11571	200	9	,	,	PUNCT
bam-11571	200	10	editors	editor	NOUN
bam-11571	200	11	.	.	PUNCT
bam-11571	201	1	u	u	NOUN
bam-11571	201	2	-	-	NOUN
bam-11571	201	3	net	net	ADJ
bam-11571	201	4	:	:	PUNCT
bam-11571	201	5	convolutional	convolutional	ADJ
bam-11571	201	6	networks	network	NOUN
bam-11571	201	7	for	for	ADP
bam-11571	201	8	biomedical	biomedical	ADJ
bam-11571	201	9	image	image	NOUN
bam-11571	201	10	segmentation	segmentation	NOUN
bam-11571	201	11	.	.	PUNCT
bam-11571	202	1	medical	medical	ADJ
bam-11571	202	2	image	image	NOUN
bam-11571	202	3	computing	computing	NOUN
bam-11571	202	4	and	and	CCONJ
bam-11571	202	5	computer	computer	NOUN
bam-11571	202	6	-	-	PUNCT
bam-11571	202	7	assisted	assist	VERB
bam-11571	202	8	intervention	intervention	NOUN
bam-11571	202	9	–	–	PUNCT
bam-11571	202	10	miccai	miccai	NOUN
bam-11571	202	11	2015	2015	NUM
bam-11571	202	12	:	:	PUNCT
bam-11571	202	13	18th	18th	ADJ
bam-11571	202	14	international	international	ADJ
bam-11571	202	15	conference	conference	NOUN
bam-11571	202	16	,	,	PUNCT
bam-11571	202	17	munich	munich	PROPN
bam-11571	202	18	,	,	PUNCT
bam-11571	202	19	germany	germany	PROPN
bam-11571	202	20	,	,	PUNCT
bam-11571	202	21	october	october	PROPN
bam-11571	202	22	5	5	NUM
bam-11571	202	23	-	-	SYM
bam-11571	202	24	9	9	NUM
bam-11571	202	25	,	,	PUNCT
bam-11571	202	26	2015	2015	NUM
bam-11571	202	27	,	,	PUNCT
bam-11571	202	28	proceedings	proceeding	NOUN
bam-11571	202	29	,	,	PUNCT
bam-11571	202	30	part	part	NOUN
bam-11571	202	31	iii	iii	PROPN
bam-11571	202	32	18	18	NUM
bam-11571	202	33	;	;	PUNCT
bam-11571	202	34	2015	2015	NUM
bam-11571	202	35	:	:	PUNCT
bam-11571	202	36	springer	springer	NOUN
bam-11571	202	37	.	.	PUNCT
bam-11571	203	1	https://link.springer.com/book/10.1007/978-3-31924574-4	https://link.springer.com/book/10.1007/978-3-31924574-4	PROPN
bam-11571	203	2	13	13	NUM
bam-11571	203	3	.	.	PUNCT
bam-11571	204	1	zhou	zhou	PROPN
bam-11571	204	2	x	x	PROPN
bam-11571	204	3	,	,	PUNCT
bam-11571	204	4	takayama	takayama	PROPN
bam-11571	204	5	r	r	PROPN
bam-11571	204	6	,	,	PUNCT
bam-11571	204	7	wang	wang	PROPN
bam-11571	204	8	s	s	PROPN
bam-11571	204	9	,	,	PUNCT
bam-11571	204	10	hara	hara	PROPN
bam-11571	204	11	t	t	PROPN
bam-11571	204	12	,	,	PUNCT
bam-11571	204	13	fujita	fujita	PROPN
bam-11571	204	14	h.	h.	PROPN
bam-11571	205	1	deep	deep	PROPN
bam-11571	205	2	learning	learning	NOUN
bam-11571	205	3	of	of	ADP
bam-11571	205	4	the	the	DET
bam-11571	205	5	sectional	sectional	ADJ
bam-11571	205	6	appearances	appearance	NOUN
bam-11571	205	7	of	of	ADP
bam-11571	205	8	3d	3d	NUM
bam-11571	205	9	ct	ct	NOUN
bam-11571	205	10	images	image	NOUN
bam-11571	205	11	for	for	ADP
bam-11571	205	12	anatomical	anatomical	ADJ
bam-11571	205	13	structure	structure	NOUN
bam-11571	205	14	segmentation	segmentation	NOUN
bam-11571	205	15	based	base	VERB
bam-11571	205	16	on	on	ADP
bam-11571	205	17	an	an	DET
bam-11571	205	18	fcn	fcn	NOUN
bam-11571	205	19	voting	voting	NOUN
bam-11571	205	20	method	method	NOUN
bam-11571	205	21	.	.	PUNCT
bam-11571	206	1	med	med	ADJ
bam-11571	206	2	phys	phy	NOUN
bam-11571	206	3	.	.	PUNCT
bam-11571	207	1	2017	2017	NUM
bam-11571	207	2	oct;44(10):5221	oct;44(10):5221	NOUN
bam-11571	207	3	-	-	PUNCT
bam-11571	207	4	5233	5233	NUM
bam-11571	207	5	.	.	PUNCT
bam-11571	208	1	doi	doi	NOUN
bam-11571	208	2	:	:	PUNCT
bam-11571	208	3	10.1002	10.1002	NUM
bam-11571	208	4	/	/	SYM
bam-11571	208	5	mp.12480	mp.12480	PROPN
bam-11571	208	6	.	.	PUNCT
bam-11571	209	1	epub	epub	PROPN
bam-11571	209	2	2017	2017	NUM
bam-11571	209	3	aug	aug	PROPN
bam-11571	209	4	31	31	NUM
bam-11571	209	5	.	.	PUNCT
bam-11571	210	1	pmid	pmid	NOUN
bam-11571	210	2	:	:	PUNCT
bam-11571	210	3	28730602	28730602	NUM
bam-11571	210	4	.	.	PUNCT
bam-11571	211	1	14	14	NUM
bam-11571	211	2	.	.	PUNCT
bam-11571	212	1	isensee	isensee	PROPN
bam-11571	212	2	f	f	PROPN
bam-11571	212	3	,	,	PUNCT
bam-11571	212	4	petersen	petersen	PROPN
bam-11571	212	5	j	j	PROPN
bam-11571	212	6	,	,	PUNCT
bam-11571	212	7	klein	klein	PROPN
bam-11571	212	8	a	a	PRON
bam-11571	212	9	,	,	PUNCT
bam-11571	212	10	zimmerer	zimmerer	NOUN
bam-11571	212	11	d	d	NOUN
bam-11571	212	12	,	,	PUNCT
bam-11571	212	13	jaeger	jaeger	PROPN
bam-11571	212	14	pf	pf	PROPN
bam-11571	212	15	,	,	PUNCT
bam-11571	212	16	kohl	kohl	PROPN
bam-11571	212	17	s.	s.	PROPN
bam-11571	212	18	nnu	nnu	PROPN
bam-11571	212	19	-	-	PROPN
bam-11571	212	20	net	net	NOUN
bam-11571	212	21	:	:	PUNCT
bam-11571	212	22	self	self	NOUN
bam-11571	212	23	-	-	PUNCT
bam-11571	212	24	adapting	adapt	VERB
bam-11571	212	25	framework	framework	NOUN
bam-11571	212	26	for	for	ADP
bam-11571	212	27	u	u	NOUN
bam-11571	212	28	-	-	ADJ
bam-11571	212	29	net	net	ADJ
bam-11571	212	30	-	-	PUNCT
bam-11571	212	31	based	base	VERB
bam-11571	212	32	medical	medical	ADJ
bam-11571	212	33	image	image	NOUN
bam-11571	212	34	segmentation	segmentation	NOUN
bam-11571	212	35	.	.	PUNCT
bam-11571	213	1	arxiv	arxiv	PROPN
bam-11571	213	2	preprint	preprint	PROPN
bam-11571	213	3	arxiv:180910486	arxiv:180910486	VERB
bam-11571	213	4	.	.	PROPN
bam-11571	213	5	2018	2018	NUM
bam-11571	213	6	.	.	PUNCT
bam-11571	214	1	https://doi.org/10.48550/arxiv.1809.10486	https://doi.org/10.48550/arxiv.1809.10486	NUM
bam-11571	214	2	15	15	NUM
bam-11571	214	3	.	.	PUNCT
bam-11571	215	1	hofmanninger	hofmanninger	PROPN
bam-11571	215	2	j	j	PROPN
bam-11571	215	3	,	,	PUNCT
bam-11571	215	4	prayer	prayer	NOUN
bam-11571	215	5	f	f	NOUN
bam-11571	215	6	,	,	PUNCT
bam-11571	215	7	pan	pan	PROPN
bam-11571	215	8	j	j	PROPN
bam-11571	215	9	,	,	PUNCT
bam-11571	215	10	röhrich	röhrich	PROPN
bam-11571	215	11	s	s	PRON
bam-11571	215	12	,	,	PUNCT
bam-11571	215	13	prosch	prosch	PROPN
bam-11571	215	14	h	h	NOUN
bam-11571	215	15	,	,	PUNCT
bam-11571	215	16	langs	langs	PROPN
bam-11571	215	17	g.	g.	PROPN
bam-11571	215	18	automatic	automatic	ADJ
bam-11571	215	19	lung	lung	NOUN
bam-11571	215	20	segmentation	segmentation	NOUN
bam-11571	215	21	in	in	ADP
bam-11571	215	22	routine	routine	ADJ
bam-11571	215	23	imaging	imaging	NOUN
bam-11571	215	24	is	be	AUX
bam-11571	215	25	primarily	primarily	ADV
bam-11571	215	26	a	a	DET
bam-11571	215	27	data	data	NOUN
bam-11571	215	28	diversity	diversity	NOUN
bam-11571	215	29	problem	problem	NOUN
bam-11571	215	30	,	,	PUNCT
bam-11571	215	31	not	not	PART
bam-11571	215	32	a	a	DET
bam-11571	215	33	methodology	methodology	NOUN
bam-11571	215	34	problem	problem	NOUN
bam-11571	215	35	.	.	PUNCT
bam-11571	216	1	eur	eur	PROPN
bam-11571	216	2	radiol	radiol	PROPN
bam-11571	216	3	exp	exp	PROPN
bam-11571	216	4	.	.	PROPN
bam-11571	216	5	2020	2020	NUM
bam-11571	216	6	aug	aug	PROPN
bam-11571	216	7	20;4(1):50	20;4(1):50	NUM
bam-11571	216	8	.	.	PUNCT
bam-11571	217	1	doi	doi	NOUN
bam-11571	217	2	:	:	PUNCT
bam-11571	217	3	10.1186	10.1186	NUM
bam-11571	217	4	/	/	SYM
bam-11571	217	5	s41747020	s41747020	PROPN
bam-11571	217	6	-	-	PUNCT
bam-11571	217	7	00173	00173	NUM
bam-11571	217	8	-	-	PUNCT
bam-11571	217	9	2	2	NUM
bam-11571	217	10	.	.	PUNCT
bam-11571	218	1	pmid	pmid	NOUN
bam-11571	218	2	:	:	PUNCT
bam-11571	218	3	32814998	32814998	NUM
bam-11571	218	4	;	;	PUNCT
bam-11571	218	5	pmcid	pmcid	ADJ
bam-11571	218	6	:	:	PUNCT
bam-11571	218	7	pmc7438418	pmc7438418	NOUN
bam-11571	218	8	.	.	PUNCT
bam-11571	219	1	16	16	NUM
bam-11571	219	2	.	.	PUNCT
bam-11571	220	1	naudé	naudé	PROPN
bam-11571	220	2	w.	w.	PROPN
bam-11571	220	3	artificial	artificial	PROPN
bam-11571	220	4	intelligence	intelligence	NOUN
bam-11571	220	5	vs	vs	ADP
bam-11571	220	6	covid-19	covid-19	PROPN
bam-11571	220	7	:	:	PUNCT
bam-11571	220	8	limitations	limitation	NOUN
bam-11571	220	9	,	,	PUNCT
bam-11571	220	10	constraints	constraint	NOUN
bam-11571	220	11	and	and	CCONJ
bam-11571	220	12	pitfalls	pitfall	NOUN
bam-11571	220	13	.	.	PUNCT
bam-11571	221	1	ai	ai	VERB
bam-11571	221	2	soc	soc	NOUN
bam-11571	221	3	.	.	PUNCT
bam-11571	222	1	2020;35(3):761	2020;35(3):761	NUM
bam-11571	222	2	-	-	SYM
bam-11571	222	3	765	765	NUM
bam-11571	222	4	.	.	PUNCT
bam-11571	223	1	doi	doi	NOUN
bam-11571	223	2	:	:	PUNCT
bam-11571	223	3	10.1007	10.1007	NUM
bam-11571	223	4	/	/	SYM
bam-11571	223	5	s00146	s00146	PROPN
bam-11571	223	6	-	-	PUNCT
bam-11571	223	7	02000978	02000978	NUM
bam-11571	223	8	-	-	PUNCT
bam-11571	223	9	0	0	NUM
bam-11571	223	10	.	.	PUNCT
bam-11571	224	1	epub	epub	NOUN
bam-11571	224	2	2020	2020	NUM
bam-11571	224	3	apr	apr	PROPN
bam-11571	224	4	28	28	NUM
bam-11571	224	5	.	.	PUNCT
bam-11571	225	1	pmid	pmid	NOUN
bam-11571	225	2	:	:	PUNCT
bam-11571	225	3	32346223	32346223	NUM
bam-11571	225	4	;	;	PUNCT
bam-11571	225	5	pmcid	pmcid	ADJ
bam-11571	225	6	:	:	PUNCT
bam-11571	225	7	pmc7186767	pmc7186767	NOUN
bam-11571	225	8	.	.	PUNCT
bam-11571	226	1	17	17	NUM
bam-11571	226	2	.	.	PUNCT
bam-11571	227	1	hope	hope	PROPN
bam-11571	227	2	md	md	PROPN
bam-11571	227	3	,	,	PUNCT
bam-11571	227	4	raptis	raptis	PROPN
bam-11571	227	5	ca	can	AUX
bam-11571	227	6	,	,	PUNCT
bam-11571	227	7	shah	shah	PROPN
bam-11571	227	8	a	a	PRON
bam-11571	227	9	,	,	PUNCT
bam-11571	227	10	hammer	hammer	NOUN
bam-11571	227	11	mm	mm	PROPN
bam-11571	227	12	,	,	PUNCT
bam-11571	227	13	henry	henry	PROPN
bam-11571	227	14	ts	ts	PROPN
bam-11571	227	15	;	;	PUNCT
bam-11571	227	16	six	six	NUM
bam-11571	227	17	signatories	signatory	NOUN
bam-11571	227	18	.	.	PUNCT
bam-11571	228	1	a	a	DET
bam-11571	228	2	role	role	NOUN
bam-11571	228	3	for	for	ADP
bam-11571	228	4	ct	ct	PRON
bam-11571	228	5	in	in	ADP
bam-11571	228	6	covid19	covid19	NOUN
bam-11571	228	7	?	?	PUNCT
bam-11571	229	1	what	what	PRON
bam-11571	229	2	data	datum	NOUN
bam-11571	229	3	really	really	ADV
bam-11571	229	4	tell	tell	VERB
bam-11571	229	5	us	we	PRON
bam-11571	229	6	so	so	ADV
bam-11571	229	7	far	far	ADV
bam-11571	229	8	.	.	PUNCT
bam-11571	230	1	lancet	lancet	NOUN
bam-11571	230	2	.	.	PUNCT
bam-11571	231	1	2020	2020	NUM
bam-11571	231	2	apr	apr	VERB
bam-11571	231	3	11;395(10231):1189	11;395(10231):1189	NUM
bam-11571	231	4	-	-	SYM
bam-11571	231	5	1190	1190	NUM
bam-11571	231	6	.	.	PUNCT
bam-11571	232	1	doi	doi	NOUN
bam-11571	232	2	:	:	PUNCT
bam-11571	232	3	10.1016	10.1016	NUM
bam-11571	232	4	/	/	SYM
bam-11571	232	5	s01406736(20)30728	s01406736(20)30728	PROPN
bam-11571	232	6	-	-	PUNCT
bam-11571	232	7	5	5	NUM
bam-11571	232	8	.	.	PUNCT
bam-11571	233	1	epub	epub	NOUN
bam-11571	233	2	2020	2020	NUM
bam-11571	233	3	mar	mar	PROPN
bam-11571	233	4	27	27	NUM
bam-11571	233	5	.	.	PUNCT
bam-11571	234	1	pmid	pmid	NOUN
bam-11571	234	2	:	:	PUNCT
bam-11571	234	3	32224299	32224299	NUM
bam-11571	234	4	;	;	PUNCT
bam-11571	234	5	pmcid	pmcid	ADJ
bam-11571	234	6	:	:	PUNCT
bam-11571	234	7	pmc7195087	pmc7195087	NOUN
bam-11571	234	8	.	.	PUNCT
bam-11571	235	1	18	18	NUM
bam-11571	235	2	.	.	PUNCT
bam-11571	235	3	ai	ai	PROPN
bam-11571	235	4	t	t	PROPN
bam-11571	235	5	,	,	PUNCT
bam-11571	235	6	yang	yang	PROPN
bam-11571	235	7	z	z	PROPN
bam-11571	235	8	,	,	PUNCT
bam-11571	235	9	hou	hou	PROPN
bam-11571	235	10	h	h	PROPN
bam-11571	235	11	,	,	PUNCT
bam-11571	235	12	zhan	zhan	PROPN
bam-11571	235	13	c	c	PROPN
bam-11571	235	14	,	,	PUNCT
bam-11571	235	15	chen	chen	PROPN
bam-11571	235	16	c	c	PROPN
bam-11571	235	17	,	,	PUNCT
bam-11571	235	18	lv	lv	PROPN
bam-11571	235	19	w	w	PROPN
bam-11571	235	20	,	,	PUNCT
bam-11571	235	21	tao	tao	PROPN
bam-11571	235	22	q	q	NOUN
bam-11571	235	23	,	,	PUNCT
bam-11571	235	24	sun	sun	PROPN
bam-11571	235	25	z	z	PROPN
bam-11571	235	26	,	,	PUNCT
bam-11571	235	27	xia	xia	PROPN
bam-11571	235	28	l.	l.	PROPN
bam-11571	235	29	correlation	correlation	NOUN
bam-11571	235	30	of	of	ADP
bam-11571	235	31	chest	chest	NOUN
bam-11571	235	32	ct	ct	NOUN
bam-11571	235	33	and	and	CCONJ
bam-11571	235	34	rtpcr	rtpcr	PROPN
bam-11571	235	35	testing	testing	NOUN
bam-11571	235	36	for	for	ADP
bam-11571	235	37	coronavirus	coronavirus	NOUN
bam-11571	235	38	disease	disease	NOUN
bam-11571	235	39	2019	2019	NUM
bam-11571	235	40	(	(	PUNCT
bam-11571	235	41	covid-19	covid-19	PROPN
bam-11571	235	42	)	)	PUNCT
bam-11571	235	43	in	in	ADP
bam-11571	235	44	china	china	PROPN
bam-11571	235	45	:	:	PUNCT
bam-11571	235	46	a	a	DET
bam-11571	235	47	report	report	NOUN
bam-11571	235	48	of	of	ADP
bam-11571	235	49	1014	1014	NUM
bam-11571	235	50	cases	case	NOUN
bam-11571	235	51	.	.	PUNCT
bam-11571	236	1	radiology	radiology	NOUN
bam-11571	236	2	.	.	PUNCT
bam-11571	237	1	2020	2020	NUM
bam-11571	237	2	aug;296(2):e32	aug;296(2):e32	NOUN
bam-11571	237	3	-	-	PUNCT
bam-11571	237	4	e40	e40	PROPN
bam-11571	237	5	.	.	PUNCT
bam-11571	238	1	doi	doi	PROPN
bam-11571	238	2	:	:	PUNCT
bam-11571	238	3	10.1148	10.1148	NUM
bam-11571	238	4	/	/	SYM
bam-11571	238	5	radiol.2020200642	radiol.2020200642	PROPN
bam-11571	238	6	.	.	PUNCT
bam-11571	239	1	epub	epub	PROPN
bam-11571	239	2	2020	2020	NUM
bam-11571	239	3	feb	feb	PROPN
bam-11571	239	4	26	26	NUM
bam-11571	239	5	.	.	PUNCT
bam-11571	240	1	pmid	pmid	NOUN
bam-11571	240	2	:	:	PUNCT
bam-11571	240	3	32101510	32101510	NUM
bam-11571	240	4	;	;	PUNCT
bam-11571	240	5	pmcid	pmcid	ADJ
bam-11571	240	6	:	:	PUNCT
bam-11571	240	7	pmc7233399	pmc7233399	NOUN
bam-11571	240	8	.	.	PUNCT
bam-11571	241	1	19	19	NUM
bam-11571	241	2	.	.	X
bam-11571	242	1	zhou	zhou	PROPN
bam-11571	242	2	c	c	PROPN
bam-11571	242	3	,	,	PUNCT
bam-11571	242	4	chan	chan	PROPN
bam-11571	242	5	hp	hp	PROPN
bam-11571	242	6	,	,	PUNCT
bam-11571	242	7	chughtai	chughtai	VERB
bam-11571	242	8	a	a	PRON
bam-11571	242	9	,	,	PUNCT
bam-11571	242	10	patel	patel	PROPN
bam-11571	242	11	s	s	PART
bam-11571	242	12	,	,	PUNCT
bam-11571	242	13	kuriakose	kuriakose	PROPN
bam-11571	242	14	j	j	PROPN
bam-11571	242	15	,	,	PUNCT
bam-11571	242	16	hadjiiski	hadjiiski	PROPN
bam-11571	242	17	lm	lm	PROPN
bam-11571	242	18	,	,	PUNCT
bam-11571	242	19	wei	wei	PROPN
bam-11571	242	20	j	j	PROPN
bam-11571	242	21	,	,	PUNCT
bam-11571	242	22	kazerooni	kazerooni	VERB
bam-11571	242	23	ea	ea	NOUN
bam-11571	242	24	.	.	PUNCT
bam-11571	243	1	variabilities	variability	NOUN
bam-11571	243	2	in	in	ADP
bam-11571	243	3	reference	reference	NOUN
bam-11571	243	4	standard	standard	NOUN
bam-11571	243	5	by	by	ADP
bam-11571	243	6	radiologists	radiologist	NOUN
bam-11571	243	7	and	and	CCONJ
bam-11571	243	8	performance	performance	NOUN
bam-11571	243	9	assessment	assessment	NOUN
bam-11571	243	10	in	in	ADP
bam-11571	243	11	detection	detection	NOUN
bam-11571	243	12	of	of	ADP
bam-11571	243	13	pulmonary	pulmonary	ADJ
bam-11571	243	14	embolism	embolism	NOUN
bam-11571	243	15	in	in	ADP
bam-11571	243	16	ct	ct	NUM
bam-11571	243	17	pulmonary	pulmonary	ADJ
bam-11571	243	18	angiography	angiography	NOUN
bam-11571	243	19	.	.	PUNCT
bam-11571	244	1	j	j	PROPN
bam-11571	244	2	digit	digit	PROPN
bam-11571	244	3	imaging	imaging	NOUN
bam-11571	244	4	.	.	PUNCT
bam-11571	245	1	2019	2019	NUM
bam-11571	245	2	dec;32(6):1089	dec;32(6):1089	NOUN
bam-11571	245	3	-	-	PUNCT
bam-11571	245	4	1096	1096	NUM
bam-11571	245	5	.	.	PUNCT
bam-11571	246	1	doi	doi	NOUN
bam-11571	246	2	:	:	PUNCT
bam-11571	246	3	10.1007	10.1007	NUM
bam-11571	246	4	/	/	SYM
bam-11571	246	5	s10278	s10278	NOUN
bam-11571	246	6	-	-	PUNCT
bam-11571	246	7	01900228	01900228	NUM
bam-11571	246	8	-	-	PUNCT
bam-11571	246	9	w.	w.	NOUN
bam-11571	246	10	pmid	pmid	PROPN
bam-11571	246	11	:	:	PUNCT
bam-11571	246	12	31073815	31073815	NUM
bam-11571	246	13	;	;	PUNCT
bam-11571	246	14	pmcid	pmcid	ADJ
bam-11571	246	15	:	:	PUNCT
bam-11571	246	16	pmc6841909	pmc6841909	ADJ
bam-11571	246	17	.	.	PUNCT
bam-11571	247	1	20	20	NUM
bam-11571	247	2	.	.	PUNCT
bam-11571	248	1	richardson	richardson	PROPN
bam-11571	248	2	s	s	PROPN
bam-11571	248	3	,	,	PUNCT
bam-11571	248	4	hirsch	hirsch	PROPN
bam-11571	248	5	js	js	PROPN
bam-11571	248	6	,	,	PUNCT
bam-11571	248	7	narasimhan	narasimhan	PROPN
bam-11571	248	8	m	m	PROPN
bam-11571	248	9	,	,	PUNCT
bam-11571	248	10	crawford	crawford	PROPN
bam-11571	248	11	jm	jm	PROPN
bam-11571	248	12	,	,	PUNCT
bam-11571	248	13	mcginn	mcginn	PROPN
bam-11571	248	14	t	t	PROPN
bam-11571	248	15	,	,	PUNCT
bam-11571	248	16	davidson	davidson	PROPN
bam-11571	248	17	kw	kw	PROPN
bam-11571	248	18	;	;	PUNCT
bam-11571	248	19	the	the	DET
bam-11571	248	20	northwell	northwell	PROPN
bam-11571	248	21	covid-19	covid-19	PROPN
bam-11571	248	22	research	research	NOUN
bam-11571	248	23	consortium	consortium	NOUN
bam-11571	248	24	;	;	PUNCT
bam-11571	248	25	barnaby	barnaby	PROPN
bam-11571	248	26	dp	dp	PROPN
bam-11571	248	27	,	,	PUNCT
bam-11571	248	28	becker	becker	PROPN
bam-11571	248	29	lb	lb	NOUN
bam-11571	248	30	,	,	PUNCT
bam-11571	248	31	chelico	chelico	NOUN
bam-11571	248	32	jd	jd	PROPN
bam-11571	248	33	,	,	PUNCT
bam-11571	248	34	cohen	cohen	PROPN
bam-11571	248	35	sl	sl	PROPN
bam-11571	248	36	,	,	PUNCT
bam-11571	248	37	cookingham	cookingham	PROPN
bam-11571	248	38	j	j	PROPN
bam-11571	248	39	,	,	PUNCT
bam-11571	248	40	ct	ct	PROPN
bam-11571	248	41	scan	scan	VERB
bam-11571	248	42	for	for	ADP
bam-11571	248	43	prognosis	prognosis	NOUN
bam-11571	248	44	of	of	ADP
bam-11571	248	45	covid-19	covid-19	PROPN
bam-11571	248	46	by	by	ADP
bam-11571	248	47	deep	deep	ADJ
bam-11571	248	48	learning	learn	VERB
bam-11571	248	49	eur	eur	PROPN
bam-11571	248	50	j	j	PROPN
bam-11571	248	51	transl	transl	PROPN
bam-11571	248	52	myol	myol	ADV
bam-11571	248	53	33	33	NUM
bam-11571	248	54	(	(	PUNCT
bam-11571	248	55	3	3	NUM
bam-11571	248	56	)	)	PUNCT
bam-11571	248	57	11571	11571	NUM
bam-11571	248	58	,	,	PUNCT
bam-11571	248	59	2023	2023	NUM
bam-11571	248	60	doi	doi	NOUN
bam-11571	248	61	:	:	PUNCT
bam-11571	248	62	10.4081	10.4081	NUM
bam-11571	248	63	/	/	SYM
bam-11571	248	64	ejtm.2023.11571	ejtm.2023.11571	PROPN
bam-11571	248	65	9	9	NUM
bam-11571	248	66	coppa	coppa	NOUN
bam-11571	248	67	k	k	PROPN
bam-11571	248	68	,	,	PUNCT
bam-11571	248	69	diefenbach	diefenbach	PROPN
bam-11571	248	70	ma	ma	PROPN
bam-11571	248	71	,	,	PUNCT
bam-11571	248	72	dominello	dominello	PROPN
bam-11571	248	73	aj	aj	PROPN
bam-11571	248	74	,	,	PUNCT
bam-11571	248	75	duerhefele	duerhefele	PROPN
bam-11571	248	76	j	j	PROPN
bam-11571	248	77	,	,	PUNCT
bam-11571	248	78	falzon	falzon	NOUN
bam-11571	248	79	l	l	PROPN
bam-11571	248	80	,	,	PUNCT
bam-11571	248	81	gitlin	gitlin	PROPN
bam-11571	248	82	j	j	PROPN
bam-11571	248	83	,	,	PUNCT
bam-11571	248	84	hajizadeh	hajizadeh	ADJ
bam-11571	248	85	n	n	CCONJ
bam-11571	248	86	,	,	PUNCT
bam-11571	248	87	harvin	harvin	PROPN
bam-11571	248	88	tg	tg	PROPN
bam-11571	248	89	,	,	PUNCT
bam-11571	248	90	hirschwerk	hirschwerk	NOUN
bam-11571	248	91	da	da	PROPN
bam-11571	248	92	,	,	PUNCT
bam-11571	248	93	kim	kim	PROPN
bam-11571	248	94	ej	ej	PROPN
bam-11571	248	95	,	,	PUNCT
bam-11571	248	96	kozel	kozel	PROPN
bam-11571	248	97	zm	zm	PROPN
bam-11571	248	98	,	,	PUNCT
bam-11571	248	99	marrast	marrast	NOUN
bam-11571	248	100	lm	lm	PROPN
bam-11571	248	101	,	,	PUNCT
bam-11571	248	102	mogavero	mogavero	PROPN
bam-11571	248	103	jn	jn	PROPN
bam-11571	248	104	,	,	PUNCT
bam-11571	248	105	osorio	osorio	PROPN
bam-11571	248	106	ga	ga	PROPN
bam-11571	248	107	,	,	PUNCT
bam-11571	248	108	qiu	qiu	PROPN
bam-11571	248	109	m	m	PROPN
bam-11571	248	110	,	,	PUNCT
bam-11571	248	111	zanos	zanos	PROPN
bam-11571	248	112	tp	tp	PROPN
bam-11571	248	113	.	.	PUNCT
bam-11571	249	1	presenting	present	VERB
bam-11571	249	2	characteristics	characteristic	NOUN
bam-11571	249	3	,	,	PUNCT
bam-11571	249	4	comorbidities	comorbiditie	NOUN
bam-11571	249	5	,	,	PUNCT
bam-11571	249	6	and	and	CCONJ
bam-11571	249	7	outcomes	outcome	NOUN
bam-11571	249	8	among	among	ADP
bam-11571	249	9	5700	5700	NUM
bam-11571	249	10	patients	patient	NOUN
bam-11571	249	11	hospitalized	hospitalize	VERB
bam-11571	249	12	with	with	ADP
bam-11571	249	13	covid-19	covid-19	PROPN
bam-11571	249	14	in	in	ADP
bam-11571	249	15	the	the	DET
bam-11571	249	16	new	new	PROPN
bam-11571	249	17	york	york	PROPN
bam-11571	249	18	city	city	PROPN
bam-11571	249	19	area	area	NOUN
bam-11571	249	20	.	.	PUNCT
bam-11571	250	1	jama	jama	PROPN
bam-11571	250	2	.	.	PUNCT
bam-11571	251	1	2020	2020	NUM
bam-11571	251	2	may	may	AUX
bam-11571	251	3	26;323(20):2052	26;323(20):2052	NUM
bam-11571	251	4	-	-	SYM
bam-11571	251	5	2059	2059	NUM
bam-11571	251	6	.	.	PUNCT
bam-11571	252	1	doi	doi	NOUN
bam-11571	252	2	:	:	PUNCT
bam-11571	252	3	10.1001	10.1001	NUM
bam-11571	252	4	/	/	SYM
bam-11571	252	5	jama.2020.6775	jama.2020.6775	NOUN
bam-11571	252	6	.	.	PUNCT
bam-11571	253	1	erratum	erratum	PROPN
bam-11571	253	2	in	in	ADP
bam-11571	253	3	:	:	PUNCT
bam-11571	253	4	jama	jama	X
bam-11571	253	5	.	.	PUNCT
bam-11571	254	1	2020	2020	NUM
bam-11571	254	2	may	may	AUX
bam-11571	254	3	26;323(20):2098	26;323(20):2098	NUM
bam-11571	254	4	.	.	PUNCT
bam-11571	255	1	pmid	pmid	NOUN
bam-11571	255	2	:	:	PUNCT
bam-11571	255	3	32320003	32320003	NUM
bam-11571	255	4	;	;	PUNCT
bam-11571	255	5	pmcid	pmcid	PROPN
bam-11571	255	6	:	:	PUNCT
bam-11571	255	7	pmc7177629	pmc7177629	X
bam-11571	255	8	.	.	PUNCT
bam-11571	256	1	21	21	NUM
bam-11571	256	2	.	.	X
bam-11571	256	3	salman	salman	PROPN
bam-11571	256	4	fm	fm	PROPN
bam-11571	256	5	,	,	PUNCT
bam-11571	256	6	abu	abu	PROPN
bam-11571	256	7	-	-	PUNCT
bam-11571	256	8	naser	naser	PROPN
bam-11571	256	9	ss	ss	PROPN
bam-11571	256	10	,	,	PUNCT
bam-11571	256	11	alajrami	alajrami	NOUN
bam-11571	256	12	e	e	NOUN
bam-11571	256	13	,	,	PUNCT
bam-11571	256	14	abunasser	abunasser	NOUN
bam-11571	256	15	bs	bs	PROPN
bam-11571	256	16	,	,	PUNCT
bam-11571	256	17	alashqar	alashqar	VERB
bam-11571	256	18	ba	ba	PROPN
bam-11571	256	19	.	.	PUNCT
bam-11571	257	1	covid-19	covid-19	PROPN
bam-11571	257	2	detection	detection	NOUN
bam-11571	257	3	using	use	VERB
bam-11571	257	4	artificial	artificial	ADJ
bam-11571	257	5	intelligence	intelligence	NOUN
bam-11571	257	6	.	.	PUNCT
bam-11571	258	1	international	international	ADJ
bam-11571	258	2	journal	journal	PROPN
bam-11571	258	3	of	of	ADP
bam-11571	258	4	academic	academic	ADJ
bam-11571	258	5	engineering	engineering	NOUN
bam-11571	258	6	research	research	NOUN
bam-11571	258	7	(	(	PUNCT
bam-11571	258	8	ijaer	ijaer	PROPN
bam-11571	258	9	)	)	PUNCT
bam-11571	258	10	.	.	PUNCT
bam-11571	259	1	issn	issn	PROPN
bam-11571	259	2	:	:	PUNCT
bam-11571	259	3	2643	2643	NUM
bam-11571	259	4	-	-	SYM
bam-11571	259	5	9085	9085	NUM
bam-11571	259	6	.	.	PUNCT
bam-11571	260	1	vol	vol	NOUN
bam-11571	260	2	.	.	PROPN
bam-11571	261	1	4	4	NUM
bam-11571	261	2	,	,	PUNCT
bam-11571	261	3	issue	issue	NOUN
bam-11571	261	4	3	3	NUM
bam-11571	261	5	,	,	PUNCT
bam-11571	261	6	march	march	PROPN
bam-11571	261	7	–	–	PUNCT
bam-11571	261	8	2020	2020	NUM
bam-11571	261	9	,	,	PUNCT
bam-11571	261	10	pages	page	NOUN
bam-11571	261	11	:	:	PUNCT
bam-11571	261	12	18	18	NUM
bam-11571	261	13	-	-	SYM
bam-11571	261	14	252020	252020	NUM
bam-11571	261	15	.	.	PUNCT
bam-11571	262	1	22	22	NUM
bam-11571	262	2	.	.	PUNCT
bam-11571	263	1	kim	kim	PROPN
bam-11571	263	2	ck	ck	PROPN
bam-11571	263	3	,	,	PUNCT
bam-11571	263	4	choi	choi	PROPN
bam-11571	263	5	jw	jw	PROPN
bam-11571	263	6	,	,	PUNCT
bam-11571	263	7	jiao	jiao	PROPN
bam-11571	263	8	z	z	PROPN
bam-11571	263	9	,	,	PUNCT
bam-11571	263	10	wang	wang	PROPN
bam-11571	263	11	d	d	PROPN
bam-11571	263	12	,	,	PUNCT
bam-11571	263	13	wu	wu	PROPN
bam-11571	263	14	j	j	PROPN
bam-11571	263	15	,	,	PUNCT
bam-11571	263	16	yi	yi	PROPN
bam-11571	263	17	ty	ty	INTJ
bam-11571	263	18	,	,	PUNCT
bam-11571	263	19	halsey	halsey	PROPN
bam-11571	263	20	kc	kc	PROPN
bam-11571	263	21	,	,	PUNCT
bam-11571	263	22	eweje	eweje	PROPN
bam-11571	263	23	f	f	PROPN
bam-11571	263	24	,	,	PUNCT
bam-11571	263	25	tran	tran	PROPN
bam-11571	263	26	tml	tml	PROPN
bam-11571	263	27	,	,	PUNCT
bam-11571	263	28	liu	liu	PROPN
bam-11571	263	29	c	c	PROPN
bam-11571	263	30	,	,	PUNCT
bam-11571	263	31	wang	wang	PROPN
bam-11571	263	32	r	r	PROPN
bam-11571	263	33	,	,	PUNCT
bam-11571	263	34	sollee	sollee	PROPN
bam-11571	263	35	j	j	PROPN
bam-11571	263	36	,	,	PUNCT
bam-11571	263	37	hsieh	hsieh	PROPN
bam-11571	263	38	c	c	PROPN
bam-11571	263	39	,	,	PUNCT
bam-11571	263	40	chang	chang	PROPN
bam-11571	263	41	k	k	PROPN
bam-11571	263	42	,	,	PUNCT
bam-11571	263	43	yang	yang	PROPN
bam-11571	263	44	fx	fx	PROPN
bam-11571	263	45	,	,	PUNCT
bam-11571	263	46	singh	singh	PROPN
bam-11571	263	47	r	r	PROPN
bam-11571	263	48	,	,	PUNCT
bam-11571	263	49	ou	ou	X
bam-11571	263	50	jl	jl	PROPN
bam-11571	263	51	,	,	PUNCT
bam-11571	263	52	huang	huang	PROPN
bam-11571	263	53	ry	ry	PROPN
bam-11571	263	54	,	,	PUNCT
bam-11571	263	55	feng	feng	PROPN
bam-11571	263	56	c	c	PROPN
bam-11571	263	57	,	,	PUNCT
bam-11571	263	58	feldman	feldman	PROPN
bam-11571	263	59	md	md	PROPN
bam-11571	263	60	,	,	PUNCT
bam-11571	263	61	liu	liu	PROPN
bam-11571	263	62	t	t	PROPN
bam-11571	263	63	,	,	PUNCT
bam-11571	263	64	gong	gong	PROPN
bam-11571	263	65	js	js	PROPN
bam-11571	263	66	,	,	PUNCT
bam-11571	263	67	lu	lu	PROPN
bam-11571	263	68	s	s	PROPN
bam-11571	263	69	,	,	PUNCT
bam-11571	263	70	eickhoff	eickhoff	PROPN
bam-11571	263	71	c	c	NOUN
bam-11571	263	72	,	,	PUNCT
bam-11571	263	73	feng	feng	PROPN
bam-11571	263	74	x	x	PROPN
bam-11571	263	75	,	,	PUNCT
bam-11571	263	76	kamel	kamel	PROPN
bam-11571	263	77	i	i	PROPN
bam-11571	263	78	,	,	PUNCT
bam-11571	263	79	sebro	sebro	PROPN
bam-11571	263	80	r	r	NOUN
bam-11571	263	81	,	,	PUNCT
bam-11571	263	82	atalay	atalay	ADJ
bam-11571	263	83	mk	mk	PROPN
bam-11571	263	84	,	,	PUNCT
bam-11571	263	85	healey	healey	PROPN
bam-11571	263	86	t	t	PROPN
bam-11571	263	87	,	,	PUNCT
bam-11571	263	88	fan	fan	PROPN
bam-11571	263	89	y	y	PROPN
bam-11571	263	90	,	,	PUNCT
bam-11571	263	91	liao	liao	PROPN
bam-11571	263	92	wh	wh	PROPN
bam-11571	263	93	,	,	PUNCT
bam-11571	263	94	wang	wang	PROPN
bam-11571	263	95	j	j	PROPN
bam-11571	263	96	,	,	PUNCT
bam-11571	263	97	bai	bai	PROPN
bam-11571	263	98	hx	hx	PROPN
bam-11571	263	99	.	.	PUNCT
bam-11571	264	1	an	an	DET
bam-11571	264	2	automated	automate	VERB
bam-11571	264	3	covid-19	covid-19	PROPN
bam-11571	264	4	triage	triage	NOUN
bam-11571	264	5	pipeline	pipeline	NOUN
bam-11571	264	6	using	use	VERB
bam-11571	264	7	artificial	artificial	ADJ
bam-11571	264	8	intelligence	intelligence	NOUN
bam-11571	264	9	based	base	VERB
bam-11571	264	10	on	on	ADP
bam-11571	264	11	chest	chest	NOUN
bam-11571	264	12	radiographs	radiograph	NOUN
bam-11571	264	13	and	and	CCONJ
bam-11571	264	14	clinical	clinical	ADJ
bam-11571	264	15	data	datum	NOUN
bam-11571	264	16	.	.	PUNCT
bam-11571	265	1	npj	npj	NOUN
bam-11571	265	2	digit	digit	NOUN
bam-11571	265	3	med	med	PROPN
bam-11571	265	4	.	.	PUNCT
bam-11571	265	5	2022	2022	NUM
bam-11571	265	6	jan	jan	PROPN
bam-11571	265	7	14;5(1):5	14;5(1):5	NUM
bam-11571	265	8	.	.	PUNCT
bam-11571	266	1	doi	doi	NOUN
bam-11571	266	2	:	:	PUNCT
bam-11571	266	3	10.1038	10.1038	NUM
bam-11571	266	4	/	/	SYM
bam-11571	266	5	s41746	s41746	PROPN
bam-11571	266	6	-	-	PUNCT
bam-11571	266	7	021	021	NUM
bam-11571	266	8	-	-	PUNCT
bam-11571	266	9	00546	00546	NUM
bam-11571	266	10	-	-	PUNCT
bam-11571	266	11	w.	w.	NOUN
bam-11571	266	12	pmid	pmid	PROPN
bam-11571	266	13	:	:	PUNCT
bam-11571	266	14	35031687	35031687	NUM
bam-11571	266	15	;	;	PUNCT
bam-11571	266	16	pmcid	pmcid	NOUN
bam-11571	266	17	:	:	PUNCT
bam-11571	266	18	pmc8760275	pmc8760275	ADJ
bam-11571	266	19	.	.	PUNCT
bam-11571	267	1	23	23	NUM
bam-11571	267	2	.	.	PUNCT
bam-11571	268	1	soda	soda	NOUN
bam-11571	268	2	p	p	NOUN
bam-11571	268	3	,	,	PUNCT
bam-11571	268	4	d'amico	d'amico	PROPN
bam-11571	268	5	nc	nc	PROPN
bam-11571	268	6	,	,	PUNCT
bam-11571	268	7	tessadori	tessadori	PROPN
bam-11571	268	8	j	j	PROPN
bam-11571	268	9	,	,	PUNCT
bam-11571	268	10	valbusa	valbusa	VERB
bam-11571	268	11	g	g	NOUN
bam-11571	268	12	,	,	PUNCT
bam-11571	268	13	guarrasi	guarrasi	NOUN
bam-11571	268	14	v	v	NOUN
bam-11571	268	15	,	,	PUNCT
bam-11571	268	16	bortolotto	bortolotto	PROPN
bam-11571	268	17	c	c	X
bam-11571	268	18	,	,	PUNCT
bam-11571	268	19	akbar	akbar	PROPN
bam-11571	268	20	mu	mu	PROPN
bam-11571	268	21	,	,	PUNCT
bam-11571	268	22	sicilia	sicilia	PROPN
bam-11571	268	23	r	r	NOUN
bam-11571	268	24	,	,	PUNCT
bam-11571	268	25	cordelli	cordelli	NOUN
bam-11571	268	26	e	e	NOUN
bam-11571	268	27	,	,	PUNCT
bam-11571	268	28	fazzini	fazzini	PROPN
bam-11571	268	29	d	d	PROPN
bam-11571	268	30	,	,	PUNCT
bam-11571	268	31	cellina	cellina	PROPN
bam-11571	268	32	m	m	PROPN
bam-11571	268	33	,	,	PUNCT
bam-11571	268	34	oliva	oliva	PROPN
bam-11571	268	35	g	g	PROPN
bam-11571	268	36	,	,	PUNCT
bam-11571	268	37	callea	callea	NOUN
bam-11571	268	38	g	g	PROPN
bam-11571	268	39	,	,	PUNCT
bam-11571	268	40	panella	panella	PROPN
bam-11571	268	41	s	s	PART
bam-11571	268	42	,	,	PUNCT
bam-11571	268	43	cariati	cariati	PROPN
bam-11571	268	44	m	m	PROPN
bam-11571	268	45	,	,	PUNCT
bam-11571	268	46	cozzi	cozzi	PROPN
bam-11571	268	47	d	d	PROPN
bam-11571	268	48	,	,	PUNCT
bam-11571	268	49	miele	miele	PROPN
bam-11571	268	50	v	v	PROPN
bam-11571	268	51	,	,	PUNCT
bam-11571	268	52	stellato	stellato	NOUN
bam-11571	268	53	e	e	NOUN
bam-11571	268	54	,	,	PUNCT
bam-11571	268	55	carrafiello	carrafiello	VERB
bam-11571	268	56	g	g	NOUN
bam-11571	268	57	,	,	PUNCT
bam-11571	268	58	castorani	castorani	VERB
bam-11571	268	59	g	g	PROPN
bam-11571	268	60	,	,	PUNCT
bam-11571	268	61	simeone	simeone	PROPN
bam-11571	268	62	a	a	PRON
bam-11571	268	63	,	,	PUNCT
bam-11571	268	64	preda	preda	PROPN
bam-11571	268	65	l	l	NOUN
bam-11571	268	66	,	,	PUNCT
bam-11571	268	67	iannello	iannello	VERB
bam-11571	268	68	g	g	PROPN
bam-11571	268	69	,	,	PUNCT
bam-11571	268	70	del	del	PROPN
bam-11571	268	71	bue	bue	PROPN
bam-11571	268	72	a	a	PROPN
bam-11571	268	73	,	,	PUNCT
bam-11571	268	74	tedoldi	tedoldi	ADJ
bam-11571	268	75	f	f	NOUN
bam-11571	268	76	,	,	PUNCT
bam-11571	268	77	alí	alí	PROPN
bam-11571	268	78	m	m	PROPN
bam-11571	268	79	,	,	PUNCT
bam-11571	268	80	sona	sona	PROPN
bam-11571	268	81	d	d	PROPN
bam-11571	268	82	,	,	PUNCT
bam-11571	268	83	papa	papa	PROPN
bam-11571	268	84	s.	s.	PROPN
bam-11571	268	85	aiforcovid	aiforcovid	PROPN
bam-11571	268	86	:	:	PUNCT
bam-11571	268	87	predicting	predict	VERB
bam-11571	268	88	the	the	DET
bam-11571	268	89	clinical	clinical	ADJ
bam-11571	268	90	outcomes	outcome	NOUN
bam-11571	268	91	in	in	ADP
bam-11571	268	92	patients	patient	NOUN
bam-11571	268	93	with	with	ADP
bam-11571	268	94	covid-19	covid-19	PROPN
bam-11571	268	95	applying	apply	VERB
bam-11571	268	96	ai	ai	VERB
bam-11571	268	97	to	to	PART
bam-11571	268	98	chest	chest	VERB
bam-11571	268	99	-	-	PUNCT
bam-11571	268	100	x	x	NOUN
bam-11571	268	101	-	-	NOUN
bam-11571	268	102	rays	ray	NOUN
bam-11571	268	103	.	.	PUNCT
bam-11571	269	1	an	an	DET
bam-11571	269	2	italian	italian	ADJ
bam-11571	269	3	multicentre	multicentre	NOUN
bam-11571	269	4	study	study	NOUN
bam-11571	269	5	.	.	PUNCT
bam-11571	270	1	med	med	ADJ
bam-11571	270	2	image	image	PROPN
bam-11571	270	3	anal	anal	NOUN
bam-11571	270	4	.	.	PUNCT
bam-11571	271	1	2021	2021	NUM
bam-11571	271	2	dec;74:102216	dec;74:102216	NOUN
bam-11571	271	3	.	.	PUNCT
bam-11571	272	1	doi	doi	NOUN
bam-11571	272	2	:	:	PUNCT
bam-11571	272	3	10.1016	10.1016	NUM
bam-11571	272	4	/	/	SYM
bam-11571	272	5	j.media.2021.102216	j.media.2021.102216	PROPN
bam-11571	272	6	.	.	PUNCT
bam-11571	273	1	epub	epub	NOUN
bam-11571	273	2	2021	2021	NUM
bam-11571	273	3	aug	aug	PROPN
bam-11571	273	4	28	28	NUM
bam-11571	273	5	.	.	PUNCT
bam-11571	274	1	pmid	pmid	NOUN
bam-11571	274	2	:	:	PUNCT
bam-11571	274	3	34492574	34492574	NUM
bam-11571	274	4	;	;	PUNCT
bam-11571	274	5	pmcid	pmcid	NOUN
bam-11571	274	6	:	:	PUNCT
bam-11571	274	7	pmc8401374	pmc8401374	ADJ
bam-11571	274	8	.	.	PUNCT
bam-11571	275	1	24	24	NUM
bam-11571	275	2	.	.	PUNCT
bam-11571	276	1	li	li	PROPN
bam-11571	276	2	y	y	PROPN
bam-11571	276	3	,	,	PUNCT
bam-11571	276	4	shang	shang	PROPN
bam-11571	276	5	k	k	PROPN
bam-11571	276	6	,	,	PUNCT
bam-11571	276	7	bian	bian	PROPN
bam-11571	276	8	w	w	PROPN
bam-11571	276	9	,	,	PUNCT
bam-11571	276	10	he	he	PRON
bam-11571	276	11	l	l	NOUN
bam-11571	276	12	,	,	PUNCT
bam-11571	276	13	fan	fan	PROPN
bam-11571	276	14	y	y	PROPN
bam-11571	276	15	,	,	PUNCT
bam-11571	276	16	ren	ren	PROPN
bam-11571	276	17	t	t	PROPN
bam-11571	276	18	,	,	PUNCT
bam-11571	276	19	zhang	zhang	PROPN
bam-11571	276	20	j.	j.	PROPN
bam-11571	276	21	prediction	prediction	PROPN
bam-11571	276	22	of	of	ADP
bam-11571	276	23	disease	disease	NOUN
bam-11571	276	24	progression	progression	NOUN
bam-11571	276	25	in	in	ADP
bam-11571	276	26	patients	patient	NOUN
bam-11571	276	27	with	with	ADP
bam-11571	276	28	covid-19	covid-19	PROPN
bam-11571	276	29	by	by	ADP
bam-11571	276	30	artificial	artificial	ADJ
bam-11571	276	31	intelligence	intelligence	NOUN
bam-11571	276	32	assisted	assist	VERB
bam-11571	276	33	lesion	lesion	NOUN
bam-11571	276	34	quantification	quantification	NOUN
bam-11571	276	35	.	.	PUNCT
bam-11571	277	1	sci	sci	PROPN
bam-11571	277	2	rep	rep	PROPN
bam-11571	277	3	.	.	PROPN
bam-11571	277	4	2020	2020	NUM
bam-11571	277	5	dec	dec	PROPN
bam-11571	277	6	16;10(1):22083	16;10(1):22083	PROPN
bam-11571	277	7	.	.	PUNCT
bam-11571	278	1	doi	doi	NOUN
bam-11571	278	2	:	:	PUNCT
bam-11571	278	3	10.1038	10.1038	NUM
bam-11571	278	4	/	/	SYM
bam-11571	278	5	s41598	s41598	NOUN
bam-11571	278	6	-	-	PUNCT
bam-11571	278	7	020	020	NUM
bam-11571	278	8	-	-	PUNCT
bam-11571	278	9	79097	79097	NUM
bam-11571	278	10	-	-	SYM
bam-11571	278	11	1	1	NUM
bam-11571	278	12	.	.	PUNCT
bam-11571	279	1	pmid	pmid	NOUN
bam-11571	279	2	:	:	PUNCT
bam-11571	279	3	33328512	33328512	NUM
bam-11571	279	4	;	;	PUNCT
bam-11571	279	5	pmcid	pmcid	NOUN
bam-11571	279	6	:	:	PUNCT
bam-11571	279	7	pmc7745019	pmc7745019	X
bam-11571	279	8	.	.	PUNCT
bam-11571	280	1	25	25	NUM
bam-11571	280	2	.	.	PUNCT
bam-11571	281	1	li	li	PROPN
bam-11571	281	2	k	k	PROPN
bam-11571	281	3	,	,	PUNCT
bam-11571	281	4	wu	wu	PROPN
bam-11571	281	5	j	j	PROPN
bam-11571	281	6	,	,	PUNCT
bam-11571	281	7	wu	wu	PROPN
bam-11571	281	8	f	f	PROPN
bam-11571	281	9	,	,	PUNCT
bam-11571	281	10	guo	guo	PROPN
bam-11571	281	11	d	d	PROPN
bam-11571	281	12	,	,	PUNCT
bam-11571	281	13	chen	chen	PROPN
bam-11571	281	14	l	l	PROPN
bam-11571	281	15	,	,	PUNCT
bam-11571	281	16	fang	fang	PROPN
bam-11571	281	17	z	z	PROPN
bam-11571	281	18	,	,	PUNCT
bam-11571	281	19	li	li	PROPN
bam-11571	281	20	c.	c.	PROPN
bam-11571	281	21	the	the	DET
bam-11571	281	22	clinical	clinical	ADJ
bam-11571	281	23	and	and	CCONJ
bam-11571	281	24	chest	chest	NOUN
bam-11571	281	25	ct	ct	NUM
bam-11571	281	26	features	feature	NOUN
bam-11571	281	27	associated	associate	VERB
bam-11571	281	28	with	with	ADP
bam-11571	281	29	severe	severe	ADJ
bam-11571	281	30	and	and	CCONJ
bam-11571	281	31	critical	critical	ADJ
bam-11571	281	32	covid-19	covid-19	PROPN
bam-11571	281	33	pneumonia	pneumonia	NOUN
bam-11571	281	34	.	.	PUNCT
bam-11571	281	35	invest	invest	VERB
bam-11571	281	36	radiol	radiol	NOUN
bam-11571	281	37	.	.	PUNCT
bam-11571	282	1	2020	2020	NUM
bam-11571	283	1	jun;55(6):327	jun;55(6):327	NOUN
bam-11571	283	2	-	-	PUNCT
bam-11571	283	3	331	331	NUM
bam-11571	283	4	.	.	PUNCT
bam-11571	284	1	doi	doi	NOUN
bam-11571	284	2	:	:	PUNCT
bam-11571	284	3	10.1097	10.1097	NUM
bam-11571	284	4	/	/	SYM
bam-11571	284	5	rli.0000000000000672	rli.0000000000000672	NUM
bam-11571	284	6	.	.	PUNCT
bam-11571	285	1	pmid	pmid	NOUN
bam-11571	285	2	:	:	PUNCT
bam-11571	285	3	32118615	32118615	NUM
bam-11571	285	4	;	;	PUNCT
bam-11571	285	5	pmcid	pmcid	NOUN
bam-11571	285	6	:	:	PUNCT
bam-11571	285	7	pmc7147273	pmc7147273	ADJ
bam-11571	285	8	.	.	PUNCT
bam-11571	286	1	26	26	NUM
bam-11571	286	2	.	.	PUNCT
bam-11571	287	1	lyu	lyu	NOUN
bam-11571	288	1	p	p	X
bam-11571	288	2	,	,	PUNCT
bam-11571	288	3	liu	liu	PROPN
bam-11571	288	4	x	x	PROPN
bam-11571	288	5	,	,	PUNCT
bam-11571	288	6	zhang	zhang	PROPN
bam-11571	288	7	r	r	PROPN
bam-11571	288	8	,	,	PUNCT
bam-11571	288	9	shi	shi	PROPN
bam-11571	288	10	l	l	PROPN
bam-11571	288	11	,	,	PUNCT
bam-11571	288	12	gao	gao	PROPN
bam-11571	288	13	j.	j.	PROPN
bam-11571	288	14	the	the	DET
bam-11571	288	15	performance	performance	NOUN
bam-11571	288	16	of	of	ADP
bam-11571	288	17	chest	chest	NOUN
bam-11571	288	18	ct	ct	NUM
bam-11571	288	19	in	in	ADP
bam-11571	288	20	evaluating	evaluate	VERB
bam-11571	288	21	the	the	DET
bam-11571	288	22	clinical	clinical	ADJ
bam-11571	288	23	severity	severity	NOUN
bam-11571	288	24	of	of	ADP
bam-11571	288	25	covid-19	covid-19	PROPN
bam-11571	288	26	pneumonia	pneumonia	NOUN
bam-11571	288	27	:	:	PUNCT
bam-11571	288	28	identifying	identify	VERB
bam-11571	288	29	critical	critical	ADJ
bam-11571	288	30	cases	case	NOUN
bam-11571	288	31	based	base	VERB
bam-11571	288	32	on	on	ADP
bam-11571	288	33	ct	ct	PROPN
bam-11571	288	34	characteristics	characteristic	NOUN
bam-11571	288	35	.	.	PUNCT
bam-11571	289	1	invest	invest	VERB
bam-11571	289	2	radiol	radiol	NOUN
bam-11571	289	3	.	.	PUNCT
bam-11571	290	1	2020	2020	NUM
bam-11571	290	2	jul;55(7):412	jul;55(7):412	ADP
bam-11571	290	3	-	-	PUNCT
bam-11571	290	4	421	421	NUM
bam-11571	290	5	.	.	PUNCT
bam-11571	291	1	doi	doi	NOUN
bam-11571	291	2	:	:	PUNCT
bam-11571	291	3	10.1097	10.1097	NUM
bam-11571	291	4	/rli.0000000000000689	/rli.0000000000000689	NOUN
bam-11571	291	5	.	.	PUNCT
bam-11571	292	1	pmid	pmid	NOUN
bam-11571	292	2	:	:	PUNCT
bam-11571	292	3	32304402	32304402	NUM
bam-11571	292	4	;	;	PUNCT
bam-11571	292	5	pmcid	pmcid	NOUN
bam-11571	292	6	:	:	PUNCT
bam-11571	292	7	pmc7173027	pmc7173027	ADJ
bam-11571	292	8	.	.	PUNCT
bam-11571	293	1	27	27	NUM
bam-11571	293	2	.	.	PUNCT
bam-11571	294	1	barton	barton	PROPN
bam-11571	294	2	lm	lm	PROPN
bam-11571	294	3	,	,	PUNCT
bam-11571	294	4	duval	duval	PROPN
bam-11571	294	5	ej	ej	PROPN
bam-11571	294	6	,	,	PUNCT
bam-11571	294	7	stroberg	stroberg	PROPN
bam-11571	294	8	e	e	PROPN
bam-11571	294	9	,	,	PUNCT
bam-11571	294	10	ghosh	ghosh	PROPN
bam-11571	294	11	s	s	PROPN
bam-11571	294	12	,	,	PUNCT
bam-11571	294	13	mukhopadhyay	mukhopadhyay	PROPN
bam-11571	294	14	s.	s.	PROPN
bam-11571	294	15	covid-19	covid-19	PROPN
bam-11571	294	16	autopsies	autopsies	PROPN
bam-11571	294	17	,	,	PUNCT
bam-11571	294	18	oklahoma	oklahoma	PROPN
bam-11571	294	19	,	,	PUNCT
bam-11571	294	20	usa	usa	PROPN
bam-11571	294	21	.	.	PROPN
bam-11571	294	22	am	am	PROPN
bam-11571	294	23	j	j	PROPN
bam-11571	294	24	clin	clin	PROPN
bam-11571	294	25	pathol	pathol	NOUN
bam-11571	294	26	.	.	PUNCT
bam-11571	295	1	2020	2020	NUM
bam-11571	295	2	may	may	AUX
bam-11571	295	3	5;153(6):725	5;153(6):725	NUM
bam-11571	295	4	-	-	PUNCT
bam-11571	295	5	733	733	NUM
bam-11571	295	6	.	.	PUNCT
bam-11571	296	1	doi	doi	NOUN
bam-11571	296	2	:	:	PUNCT
bam-11571	296	3	10.1093	10.1093	NUM
bam-11571	296	4	/	/	SYM
bam-11571	296	5	ajcp	ajcp	PROPN
bam-11571	296	6	/	/	SYM
bam-11571	296	7	aqaa062	aqaa062	PROPN
bam-11571	296	8	.	.	PUNCT
bam-11571	297	1	erratum	erratum	PROPN
bam-11571	297	2	in	in	ADP
bam-11571	297	3	:	:	PUNCT
bam-11571	297	4	am	be	AUX
bam-11571	297	5	j	j	PROPN
bam-11571	297	6	clin	clin	PROPN
bam-11571	297	7	pathol	pathol	NOUN
bam-11571	297	8	.	.	PUNCT
bam-11571	298	1	2020	2020	NUM
bam-11571	298	2	may	may	AUX
bam-11571	298	3	5;153(6):852	5;153(6):852	NUM
bam-11571	298	4	.	.	PUNCT
bam-11571	299	1	pmid	pmid	NOUN
bam-11571	299	2	:	:	PUNCT
bam-11571	299	3	32275742	32275742	NUM
bam-11571	299	4	;	;	PUNCT
bam-11571	299	5	pmcid	pmcid	NOUN
bam-11571	299	6	:	:	PUNCT
bam-11571	299	7	pmc7184436	pmc7184436	PROPN
bam-11571	299	8	.	.	PUNCT
bam-11571	300	1	28	28	NUM
bam-11571	300	2	.	.	PUNCT
bam-11571	301	1	koo	koo	PROPN
bam-11571	301	2	hj	hj	PROPN
bam-11571	301	3	,	,	PUNCT
bam-11571	301	4	choi	choi	PROPN
bam-11571	301	5	sh	sh	PROPN
bam-11571	301	6	,	,	PUNCT
bam-11571	301	7	sung	sung	ADJ
bam-11571	301	8	h	h	NOUN
bam-11571	301	9	,	,	PUNCT
bam-11571	301	10	choe	choe	PROPN
bam-11571	301	11	j	j	PROPN
bam-11571	301	12	,	,	PUNCT
bam-11571	301	13	do	do	AUX
bam-11571	302	1	kh	kh	PROPN
bam-11571	302	2	.	.	PUNCT
bam-11571	303	1	radiographics	radiographic	NOUN
bam-11571	303	2	update	update	NOUN
bam-11571	303	3	:	:	PUNCT
bam-11571	303	4	radiographic	radiographic	ADJ
bam-11571	303	5	and	and	CCONJ
bam-11571	303	6	ct	ct	NUM
bam-11571	303	7	features	feature	NOUN
bam-11571	303	8	of	of	ADP
bam-11571	303	9	viral	viral	ADJ
bam-11571	303	10	pneumonia	pneumonia	NOUN
bam-11571	303	11	.	.	PUNCT
bam-11571	304	1	radiographics	radiographic	NOUN
bam-11571	304	2	.	.	PUNCT
bam-11571	305	1	2020	2020	NUM
bam-11571	305	2	jul	jul	NOUN
bam-11571	305	3	-	-	PUNCT
bam-11571	305	4	aug;40(4):e8	aug;40(4):e8	NOUN
bam-11571	305	5	-	-	PUNCT
bam-11571	305	6	e15	e15	NOUN
bam-11571	305	7	.	.	PUNCT
bam-11571	306	1	doi	doi	PROPN
bam-11571	306	2	:	:	PUNCT
bam-11571	306	3	10.1148	10.1148	NUM
bam-11571	306	4	/	/	SYM
bam-11571	306	5	rg.20202000	rg.20202000	PROPN
bam-11571	306	6	97	97	NUM
bam-11571	306	7	.	.	PUNCT
bam-11571	307	1	epub	epub	PROPN
bam-11571	307	2	2020	2020	NUM
bam-11571	307	3	jun	jun	PROPN
bam-11571	307	4	5	5	NUM
bam-11571	307	5	.	.	PUNCT
bam-11571	307	6	pmid	pmid	NOUN
bam-11571	307	7	:	:	PUNCT
bam-11571	307	8	32501740	32501740	NUM
bam-11571	307	9	;	;	PUNCT
bam-11571	307	10	pmcid	pmcid	NOUN
bam-11571	307	11	:	:	PUNCT
bam-11571	307	12	pmc7336757	pmc7336757	ADJ
bam-11571	307	13	.	.	PUNCT
bam-11571	308	1	29	29	NUM
bam-11571	308	2	.	.	X
bam-11571	309	1	ooi	ooi	PROPN
bam-11571	309	2	gc	gc	PROPN
bam-11571	309	3	,	,	PUNCT
bam-11571	309	4	khong	khong	PROPN
bam-11571	309	5	pl	pl	PROPN
bam-11571	309	6	,	,	PUNCT
bam-11571	309	7	müller	müller	PROPN
bam-11571	309	8	nl	nl	PROPN
bam-11571	309	9	,	,	PUNCT
bam-11571	309	10	yiu	yiu	PROPN
bam-11571	309	11	wc	wc	PROPN
bam-11571	309	12	,	,	PUNCT
bam-11571	309	13	zhou	zhou	PROPN
bam-11571	309	14	lj	lj	PROPN
bam-11571	309	15	,	,	PUNCT
bam-11571	309	16	ho	ho	PROPN
bam-11571	309	17	jc	jc	PROPN
bam-11571	309	18	,	,	PUNCT
bam-11571	309	19	lam	lam	PROPN
bam-11571	309	20	b	b	PROPN
bam-11571	309	21	,	,	PUNCT
bam-11571	309	22	nicolaou	nicolaou	PROPN
bam-11571	309	23	s	s	PART
bam-11571	309	24	,	,	PUNCT
bam-11571	309	25	tsang	tsang	PROPN
bam-11571	309	26	kw	kw	PROPN
bam-11571	309	27	.	.	PUNCT
bam-11571	310	1	severe	severe	ADJ
bam-11571	310	2	acute	acute	ADJ
bam-11571	310	3	respiratory	respiratory	ADJ
bam-11571	310	4	syndrome	syndrome	NOUN
bam-11571	310	5	:	:	PUNCT
bam-11571	310	6	temporal	temporal	ADJ
bam-11571	310	7	lung	lung	NOUN
bam-11571	310	8	changes	change	NOUN
bam-11571	310	9	at	at	ADP
bam-11571	310	10	thin	thin	ADJ
bam-11571	310	11	-	-	PUNCT
bam-11571	310	12	section	section	NOUN
bam-11571	310	13	ct	ct	NUM
bam-11571	310	14	in	in	ADP
bam-11571	310	15	30	30	NUM
bam-11571	310	16	patients	patient	NOUN
bam-11571	310	17	.	.	PUNCT
bam-11571	311	1	radiology	radiology	NOUN
bam-11571	311	2	.	.	PUNCT
bam-11571	312	1	2004	2004	NUM
bam-11571	312	2	mar;230(3):836	mar;230(3):836	NOUN
bam-11571	312	3	-	-	PUNCT
bam-11571	312	4	44	44	NUM
bam-11571	312	5	.	.	PUNCT
bam-11571	313	1	doi	doi	NOUN
bam-11571	313	2	:	:	PUNCT
bam-11571	313	3	10.1148	10.1148	NUM
bam-11571	313	4	/	/	SYM
bam-11571	313	5	radiol.230303	radiol.230303	PROPN
bam-11571	313	6	0853	0853	NUM
bam-11571	313	7	.	.	PUNCT
bam-11571	314	1	pmid	pmid	NOUN
bam-11571	314	2	:	:	PUNCT
bam-11571	314	3	14990845	14990845	NUM
bam-11571	314	4	.	.	PUNCT
bam-11571	315	1	30	30	NUM
bam-11571	315	2	.	.	PUNCT
bam-11571	316	1	ren	ren	PROPN
bam-11571	316	2	hw	hw	PROPN
bam-11571	316	3	,	,	PUNCT
bam-11571	316	4	wu	wu	PROPN
bam-11571	316	5	y	y	PROPN
bam-11571	316	6	,	,	PUNCT
bam-11571	316	7	dong	dong	PROPN
bam-11571	316	8	jh	jh	PROPN
bam-11571	316	9	,	,	PUNCT
bam-11571	316	10	an	an	DET
bam-11571	316	11	wm	wm	PROPN
bam-11571	316	12	,	,	PUNCT
bam-11571	316	13	yan	yan	PROPN
bam-11571	316	14	t	t	PROPN
bam-11571	316	15	,	,	PUNCT
bam-11571	316	16	liu	liu	PROPN
bam-11571	316	17	y	y	PROPN
bam-11571	316	18	,	,	PUNCT
bam-11571	316	19	liu	liu	PROPN
bam-11571	316	20	cc	cc	PROPN
bam-11571	316	21	.	.	PROPN
bam-11571	316	22	analysis	analysis	NOUN
bam-11571	316	23	of	of	ADP
bam-11571	316	24	clinical	clinical	ADJ
bam-11571	316	25	features	feature	NOUN
bam-11571	316	26	and	and	CCONJ
bam-11571	316	27	imaging	imaging	NOUN
bam-11571	316	28	signs	sign	NOUN
bam-11571	316	29	of	of	ADP
bam-11571	316	30	covid-19	covid-19	PROPN
bam-11571	316	31	with	with	ADP
bam-11571	316	32	the	the	DET
bam-11571	316	33	assistance	assistance	NOUN
bam-11571	316	34	of	of	ADP
bam-11571	316	35	artificial	artificial	ADJ
bam-11571	316	36	intelligence	intelligence	NOUN
bam-11571	316	37	.	.	PUNCT
bam-11571	317	1	eur	eur	PROPN
bam-11571	317	2	rev	rev	PROPN
bam-11571	317	3	med	med	PROPN
bam-11571	317	4	pharmacol	pharmacol	PROPN
bam-11571	317	5	sci	sci	PROPN
bam-11571	317	6	.	.	PROPN
bam-11571	317	7	2020	2020	NUM
bam-11571	317	8	aug;24(15):8210	aug;24(15):8210	NOUN
bam-11571	317	9	-	-	PUNCT
bam-11571	317	10	8218	8218	NUM
bam-11571	317	11	.	.	PUNCT
bam-11571	318	1	doi	doi	NOUN
bam-11571	318	2	:	:	PUNCT
bam-11571	318	3	10.26355	10.26355	NUM
bam-11571	318	4	/	/	SYM
bam-11571	318	5	eurrev_20	eurrev_20	NOUN
bam-11571	318	6	2008_22510	2008_22510	NUM
bam-11571	318	7	.	.	PUNCT
bam-11571	319	1	pmid	pmid	NOUN
bam-11571	319	2	:	:	PUNCT
bam-11571	319	3	32767351	32767351	NUM
bam-11571	319	4	.	.	PUNCT
bam-11571	320	1	31	31	NUM
bam-11571	320	2	.	.	PUNCT
bam-11571	321	1	meiler	meiler	PROPN
bam-11571	321	2	s	s	PROPN
bam-11571	321	3	,	,	PUNCT
bam-11571	321	4	schaible	schaible	ADJ
bam-11571	321	5	j	j	PROPN
bam-11571	321	6	,	,	PUNCT
bam-11571	321	7	poschenrieder	poschenrieder	NOUN
bam-11571	321	8	f	f	PROPN
bam-11571	321	9	,	,	PUNCT
bam-11571	321	10	scharf	scharf	VERB
bam-11571	321	11	g	g	PROPN
bam-11571	321	12	,	,	PUNCT
bam-11571	321	13	zeman	zeman	PROPN
bam-11571	321	14	f	f	PROPN
bam-11571	321	15	,	,	PUNCT
bam-11571	321	16	rennert	rennert	PROPN
bam-11571	321	17	j	j	PROPN
bam-11571	321	18	,	,	PUNCT
bam-11571	321	19	pregler	pregler	PROPN
bam-11571	321	20	b	b	PROPN
bam-11571	321	21	,	,	PUNCT
bam-11571	321	22	kleine	kleine	PROPN
bam-11571	321	23	h	h	PROPN
bam-11571	321	24	,	,	PUNCT
bam-11571	321	25	stroszczynski	stroszczynski	ADJ
bam-11571	321	26	c	c	NOUN
bam-11571	321	27	,	,	PUNCT
bam-11571	321	28	zorger	zorger	NOUN
bam-11571	321	29	n	n	CCONJ
bam-11571	321	30	,	,	PUNCT
bam-11571	321	31	hamer	hamer	NOUN
bam-11571	321	32	ow	ow	PROPN
bam-11571	321	33	.	.	PUNCT
bam-11571	321	34	can	can	AUX
bam-11571	321	35	ct	ct	PRON
bam-11571	321	36	performed	perform	VERB
bam-11571	321	37	in	in	ADP
bam-11571	321	38	the	the	DET
bam-11571	321	39	early	early	ADJ
bam-11571	321	40	disease	disease	NOUN
bam-11571	321	41	phase	phase	NOUN
bam-11571	321	42	predict	predict	VERB
bam-11571	321	43	outcome	outcome	NOUN
bam-11571	321	44	of	of	ADP
bam-11571	321	45	patients	patient	NOUN
bam-11571	321	46	with	with	ADP
bam-11571	321	47	covid	covid	PROPN
bam-11571	321	48	19	19	NUM
bam-11571	321	49	pneumonia	pneumonia	NOUN
bam-11571	321	50	?	?	PUNCT
bam-11571	322	1	analysis	analysis	NOUN
bam-11571	322	2	of	of	ADP
bam-11571	322	3	a	a	DET
bam-11571	322	4	cohort	cohort	NOUN
bam-11571	322	5	of	of	ADP
bam-11571	322	6	64	64	NUM
bam-11571	322	7	patients	patient	NOUN
bam-11571	322	8	from	from	ADP
bam-11571	322	9	germany	germany	PROPN
bam-11571	322	10	.	.	PUNCT
bam-11571	323	1	eur	eur	PROPN
bam-11571	323	2	j	j	PROPN
bam-11571	323	3	radiol	radiol	NOUN
bam-11571	323	4	.	.	PUNCT
bam-11571	324	1	2020	2020	NUM
bam-11571	325	1	oct;131:109256	oct;131:109256	PROPN
bam-11571	325	2	.	.	PUNCT
bam-11571	326	1	doi	doi	PROPN
bam-11571	326	2	:	:	PUNCT
bam-11571	326	3	10.1016	10.1016	NUM
bam-11571	326	4	/	/	SYM
bam-11571	326	5	j.ejrad.2020.109256	j.ejrad.2020.109256	PROPN
bam-11571	326	6	.	.	PUNCT
bam-11571	327	1	epub	epub	PROPN
bam-11571	327	2	2020	2020	NUM
bam-11571	327	3	aug	aug	PROPN
bam-11571	327	4	28	28	NUM
bam-11571	327	5	.	.	PUNCT
bam-11571	328	1	pmid	pmid	NOUN
bam-11571	328	2	:	:	PUNCT
bam-11571	328	3	32919265	32919265	NUM
bam-11571	328	4	;	;	PUNCT
bam-11571	328	5	pmcid	pmcid	NOUN
bam-11571	328	6	:	:	PUNCT
bam-11571	328	7	pmc7452844	pmc7452844	NOUN
bam-11571	328	8	.	.	PUNCT
bam-11571	329	1	32	32	NUM
bam-11571	329	2	.	.	PUNCT
bam-11571	330	1	honarmand	honarmand	NOUN
bam-11571	330	2	a	a	PRON
bam-11571	330	3	,	,	PUNCT
bam-11571	330	4	sheybani	sheybani	PROPN
bam-11571	330	5	f	f	PROPN
bam-11571	330	6	,	,	PUNCT
bam-11571	330	7	aflatoonian	aflatoonian	NOUN
bam-11571	330	8	e	e	NOUN
bam-11571	330	9	,	,	PUNCT
bam-11571	330	10	saberinia	saberinia	NOUN
bam-11571	330	11	a.	a.	NOUN
bam-11571	330	12	covid-19	covid-19	PROPN
bam-11571	330	13	patients	patient	NOUN
bam-11571	330	14	at	at	ADP
bam-11571	330	15	referral	referral	NOUN
bam-11571	330	16	to	to	ADP
bam-11571	330	17	hospital	hospital	NOUN
bam-11571	330	18	during	during	ADP
bam-11571	330	19	the	the	DET
bam-11571	330	20	first	first	ADJ
bam-11571	330	21	peak	peak	NOUN
bam-11571	330	22	of	of	ADP
bam-11571	330	23	disease	disease	NOUN
bam-11571	330	24	:	:	PUNCT
bam-11571	330	25	common	common	ADJ
bam-11571	330	26	clinical	clinical	ADJ
bam-11571	330	27	findings	finding	NOUN
bam-11571	330	28	including	include	VERB
bam-11571	330	29	myalgia	myalgia	NOUN
bam-11571	330	30	and	and	CCONJ
bam-11571	330	31	fatigue	fatigue	NOUN
bam-11571	330	32	.	.	PUNCT
bam-11571	331	1	eur	eur	PROPN
bam-11571	331	2	j	j	PROPN
bam-11571	331	3	transl	transl	PROPN
bam-11571	331	4	myol	myol	NOUN
bam-11571	331	5	.	.	PUNCT
bam-11571	332	1	2022	2022	NUM
bam-11571	332	2	aug	aug	PROPN
bam-11571	332	3	12;32(3	12;32(3	NUM
bam-11571	332	4	)	)	PUNCT
bam-11571	332	5	.	.	PUNCT
bam-11571	333	1	doi	doi	NOUN
bam-11571	333	2	:	:	PUNCT
bam-11571	333	3	10.4081	10.4081	NUM
bam-11571	333	4	/	/	SYM
bam-11571	333	5	ejtm.2022.10731	ejtm.2022.10731	NOUN
bam-11571	333	6	.	.	PUNCT
bam-11571	334	1	pmid	pmid	NOUN
bam-11571	334	2	:	:	PUNCT
bam-11571	334	3	36036352	36036352	NUM
bam-11571	334	4	.	.	PUNCT
bam-11571	335	1	disclaimer	disclaimer	NOUN
bam-11571	335	2	all	all	DET
bam-11571	335	3	claims	claim	NOUN
bam-11571	335	4	expressed	express	VERB
bam-11571	335	5	in	in	ADP
bam-11571	335	6	this	this	DET
bam-11571	335	7	article	article	NOUN
bam-11571	335	8	are	be	AUX
bam-11571	335	9	solely	solely	ADV
bam-11571	335	10	those	those	PRON
bam-11571	335	11	of	of	ADP
bam-11571	335	12	the	the	DET
bam-11571	335	13	authors	author	NOUN
bam-11571	335	14	and	and	CCONJ
bam-11571	335	15	do	do	AUX
bam-11571	335	16	not	not	PART
bam-11571	335	17	necessarily	necessarily	ADV
bam-11571	335	18	represent	represent	VERB
bam-11571	335	19	those	those	PRON
bam-11571	335	20	of	of	ADP
bam-11571	335	21	their	their	PRON
bam-11571	335	22	affiliated	affiliated	ADJ
bam-11571	335	23	organizations	organization	NOUN
bam-11571	335	24	,	,	PUNCT
bam-11571	335	25	or	or	CCONJ
bam-11571	335	26	those	those	PRON
bam-11571	335	27	of	of	ADP
bam-11571	335	28	the	the	DET
bam-11571	335	29	publisher	publisher	NOUN
bam-11571	335	30	,	,	PUNCT
bam-11571	335	31	the	the	DET
bam-11571	335	32	editors	editor	NOUN
bam-11571	335	33	and	and	CCONJ
bam-11571	335	34	the	the	DET
bam-11571	335	35	reviewers	reviewer	NOUN
bam-11571	335	36	.	.	PUNCT
bam-11571	336	1	any	any	DET
bam-11571	336	2	product	product	NOUN
bam-11571	336	3	that	that	PRON
bam-11571	336	4	may	may	AUX
bam-11571	336	5	be	be	AUX
bam-11571	336	6	evaluated	evaluate	VERB
bam-11571	336	7	in	in	ADP
bam-11571	336	8	this	this	DET
bam-11571	336	9	article	article	NOUN
bam-11571	336	10	or	or	CCONJ
bam-11571	336	11	claim	claim	NOUN
bam-11571	336	12	that	that	PRON
bam-11571	336	13	may	may	AUX
bam-11571	336	14	be	be	AUX
bam-11571	336	15	made	make	VERB
bam-11571	336	16	by	by	ADP
bam-11571	336	17	its	its	PRON
bam-11571	336	18	manufacturer	manufacturer	NOUN
bam-11571	336	19	is	be	AUX
bam-11571	336	20	not	not	PART
bam-11571	336	21	guaranteed	guarantee	VERB
bam-11571	336	22	or	or	CCONJ
bam-11571	336	23	endorsed	endorse	VERB
bam-11571	336	24	by	by	ADP
bam-11571	336	25	the	the	DET
bam-11571	336	26	publisher	publisher	NOUN
bam-11571	336	27	.	.	PUNCT
bam-11571	337	1	submission	submission	NOUN
bam-11571	337	2	:	:	PUNCT
bam-11571	337	3	july	july	PROPN
bam-11571	337	4	06	06	NUM
bam-11571	337	5	,	,	PUNCT
bam-11571	337	6	2023	2023	NUM
bam-11571	337	7	revision	revision	NOUN
bam-11571	337	8	received	receive	VERB
bam-11571	337	9	:	:	PUNCT
bam-11571	337	10	july	july	PROPN
bam-11571	337	11	13	13	NUM
bam-11571	337	12	,	,	PUNCT
bam-11571	337	13	2023	2023	NUM
bam-11571	337	14	accepted	accept	VERB
bam-11571	337	15	for	for	ADP
bam-11571	337	16	publication	publication	NOUN
bam-11571	337	17	:	:	PUNCT
bam-11571	337	18	july	july	PROPN
bam-11571	337	19	13	13	NUM
bam-11571	337	20	,	,	PUNCT
bam-11571	337	21	2023	2023	NUM
bam-11571	337	22	results	result	NOUN