id	sid	tid	token	lemma	pos
bam-12372	1	1	layout	layout	NOUN
bam-12372	1	2	1	1	NUM
bam-12372	1	3	diagnostic	diagnostic	ADJ
bam-12372	1	4	value	value	NOUN
bam-12372	1	5	of	of	ADP
bam-12372	1	6	doppler	doppler	NOUN
bam-12372	1	7	ultrasound	ultrasound	NOUN
bam-12372	1	8	in	in	ADP
bam-12372	1	9	the	the	DET
bam-12372	1	10	diagnosis	diagnosis	NOUN
bam-12372	1	11	of	of	ADP
bam-12372	1	12	breast	breast	NOUN
bam-12372	1	13	masses	masse	NOUN
bam-12372	1	14	eur	eur	PROPN
bam-12372	1	15	j	j	PROPN
bam-12372	1	16	transl	transl	PROPN
bam-12372	1	17	myol	myol	ADV
bam-12372	1	18	34	34	NUM
bam-12372	1	19	(	(	PUNCT
bam-12372	1	20	2	2	NUM
bam-12372	1	21	)	)	PUNCT
bam-12372	1	22	12372	12372	NUM
bam-12372	1	23	,	,	PUNCT
bam-12372	1	24	2024	2024	NUM
bam-12372	1	25	doi	doi	NOUN
bam-12372	1	26	:	:	PUNCT
bam-12372	1	27	10.4081	10.4081	NUM
bam-12372	1	28	/	/	SYM
bam-12372	1	29	ejtm.2024.12372	ejtm.2024.12372	PROPN
bam-12372	1	30	breast	breast	NOUN
bam-12372	1	31	cancer	cancer	NOUN
bam-12372	1	32	is	be	AUX
bam-12372	1	33	the	the	DET
bam-12372	1	34	second	second	ADJ
bam-12372	1	35	most	most	ADV
bam-12372	1	36	common	common	ADJ
bam-12372	1	37	malignancy	malignancy	NOUN
bam-12372	1	38	in	in	ADP
bam-12372	1	39	women	woman	NOUN
bam-12372	1	40	after	after	ADP
bam-12372	1	41	lung	lung	NOUN
bam-12372	1	42	cancer	cancer	NOUN
bam-12372	1	43	,	,	PUNCT
bam-12372	1	44	and	and	CCONJ
bam-12372	1	45	has	have	VERB
bam-12372	1	46	the	the	DET
bam-12372	1	47	highest	high	ADJ
bam-12372	1	48	mortality	mortality	NOUN
bam-12372	1	49	rate	rate	NOUN
bam-12372	1	50	among	among	ADP
bam-12372	1	51	all	all	DET
bam-12372	1	52	women	woman	NOUN
bam-12372	1	53	’s	’s	PART
bam-12372	1	54	cancers.1	cancers.1	NOUN
bam-12372	1	55	the	the	DET
bam-12372	1	56	incidence	incidence	NOUN
bam-12372	1	57	of	of	ADP
bam-12372	1	58	breast	breast	NOUN
bam-12372	1	59	cancer	cancer	NOUN
bam-12372	1	60	in	in	ADP
bam-12372	1	61	iran	iran	PROPN
bam-12372	1	62	has	have	AUX
bam-12372	1	63	become	become	VERB
bam-12372	1	64	increasingly	increasingly	ADV
bam-12372	1	65	more	more	ADV
bam-12372	1	66	common	common	ADJ
bam-12372	1	67	in	in	ADP
bam-12372	1	68	recent	recent	ADJ
bam-12372	1	69	years	year	NOUN
bam-12372	1	70	.	.	PUNCT
bam-12372	2	1	wellestablished	wellestablished	ADJ
bam-12372	2	2	risk	risk	NOUN
bam-12372	2	3	factors	factor	NOUN
bam-12372	2	4	include	include	VERB
bam-12372	2	5	family	family	NOUN
bam-12372	2	6	and	and	CCONJ
bam-12372	2	7	personal	personal	ADJ
bam-12372	2	8	history	history	NOUN
bam-12372	2	9	,	,	PUNCT
bam-12372	2	10	obesity	obesity	NOUN
bam-12372	2	11	,	,	PUNCT
bam-12372	2	12	diet	diet	NOUN
bam-12372	2	13	,	,	PUNCT
bam-12372	2	14	and	and	CCONJ
bam-12372	2	15	alcohol	alcohol	NOUN
bam-12372	2	16	,	,	PUNCT
bam-12372	2	17	as	as	ADV
bam-12372	2	18	well	well	ADV
bam-12372	2	19	as	as	ADP
bam-12372	2	20	hormonal	hormonal	ADJ
bam-12372	2	21	and	and	CCONJ
bam-12372	2	22	sexual	sexual	ADJ
bam-12372	2	23	factors.2	factors.2	PROPN
bam-12372	2	24	studies	study	NOUN
bam-12372	2	25	demonstrated	demonstrate	VERB
bam-12372	2	26	the	the	DET
bam-12372	2	27	mean	mean	ADJ
bam-12372	2	28	age	age	NOUN
bam-12372	2	29	of	of	ADP
bam-12372	2	30	presentation	presentation	NOUN
bam-12372	2	31	to	to	PART
bam-12372	2	32	be	be	AUX
bam-12372	2	33	55	55	NUM
bam-12372	2	34	years	year	NOUN
bam-12372	2	35	in	in	ADP
bam-12372	2	36	western	western	ADJ
bam-12372	2	37	countries	country	NOUN
bam-12372	2	38	and	and	CCONJ
bam-12372	2	39	10	10	NUM
bam-12372	2	40	years	year	NOUN
bam-12372	2	41	earlier	early	ADV
bam-12372	2	42	(	(	PUNCT
bam-12372	2	43	45	45	NUM
bam-12372	2	44	years	year	NOUN
bam-12372	2	45	)	)	PUNCT
bam-12372	2	46	in	in	ADP
bam-12372	2	47	iran.3	iran.3	PROPN
bam-12372	2	48	difficulties	difficulty	NOUN
bam-12372	2	49	in	in	ADP
bam-12372	2	50	the	the	DET
bam-12372	2	51	diagnostic	diagnostic	ADJ
bam-12372	2	52	process	process	NOUN
bam-12372	2	53	of	of	ADP
bam-12372	2	54	cancer	cancer	NOUN
bam-12372	2	55	and	and	CCONJ
bam-12372	2	56	its	its	PRON
bam-12372	2	57	psychological	psychological	ADJ
bam-12372	2	58	burden	burden	NOUN
bam-12372	2	59	lead	lead	VERB
bam-12372	2	60	to	to	ADP
bam-12372	2	61	a	a	DET
bam-12372	2	62	substantial	substantial	ADJ
bam-12372	2	63	delay	delay	NOUN
bam-12372	2	64	in	in	ADP
bam-12372	2	65	the	the	DET
bam-12372	2	66	first	first	ADJ
bam-12372	2	67	medical	medical	ADJ
bam-12372	2	68	visit	visit	NOUN
bam-12372	2	69	,	,	PUNCT
bam-12372	2	70	resulting	result	VERB
bam-12372	2	71	in	in	ADP
bam-12372	2	72	an	an	DET
bam-12372	2	73	initial	initial	ADJ
bam-12372	2	74	diagnosis	diagnosis	NOUN
bam-12372	2	75	at	at	ADP
bam-12372	2	76	advanced	advanced	ADJ
bam-12372	2	77	stages.4	stages.4	PROPN
bam-12372	2	78	ultrasonography	ultrasonography	NOUN
bam-12372	2	79	is	be	AUX
bam-12372	2	80	a	a	DET
bam-12372	2	81	non	non	ADJ
bam-12372	2	82	-	-	ADJ
bam-12372	2	83	invasive	invasive	ADJ
bam-12372	2	84	,	,	PUNCT
bam-12372	2	85	less	less	ADV
bam-12372	2	86	expensive	expensive	ADJ
bam-12372	2	87	,	,	PUNCT
bam-12372	2	88	and	and	CCONJ
bam-12372	2	89	widely	widely	ADV
bam-12372	2	90	available	available	ADJ
bam-12372	2	91	modality	modality	NOUN
bam-12372	2	92	that	that	PRON
bam-12372	2	93	could	could	AUX
bam-12372	2	94	be	be	AUX
bam-12372	2	95	utilized	utilize	VERB
bam-12372	2	96	for	for	ADP
bam-12372	2	97	a	a	DET
bam-12372	2	98	fast	fast	ADJ
bam-12372	2	99	,	,	PUNCT
bam-12372	2	100	easy	easy	ADJ
bam-12372	2	101	,	,	PUNCT
bam-12372	2	102	and	and	CCONJ
bam-12372	2	103	yet	yet	ADV
bam-12372	2	104	reliable	reliable	ADJ
bam-12372	2	105	diagnosis	diagnosis	NOUN
bam-12372	2	106	.	.	PUNCT
bam-12372	3	1	adding	add	VERB
bam-12372	3	2	sonography	sonography	NOUN
bam-12372	3	3	to	to	ADP
bam-12372	3	4	mammography	mammography	NOUN
bam-12372	3	5	examination	examination	NOUN
bam-12372	3	6	in	in	ADP
bam-12372	3	7	patients	patient	NOUN
bam-12372	3	8	with	with	ADP
bam-12372	3	9	highly	highly	ADV
bam-12372	3	10	dense	dense	ADJ
bam-12372	3	11	breasts	breast	NOUN
bam-12372	3	12	increases	increase	VERB
bam-12372	3	13	the	the	DET
bam-12372	3	14	sensitivity	sensitivity	NOUN
bam-12372	3	15	and	and	CCONJ
bam-12372	3	16	specificity	specificity	NOUN
bam-12372	3	17	of	of	ADP
bam-12372	3	18	mass	mass	ADJ
bam-12372	3	19	detection	detection	NOUN
bam-12372	3	20	from	from	ADP
bam-12372	3	21	50	50	NUM
bam-12372	3	22	%	%	NOUN
bam-12372	3	23	to	to	ADP
bam-12372	3	24	77.5%.5	77.5%.5	NUM
bam-12372	3	25	tissue	tissue	NOUN
bam-12372	3	26	vascularity	vascularity	NOUN
bam-12372	3	27	depends	depend	VERB
bam-12372	3	28	on	on	ADP
bam-12372	3	29	its	its	PRON
bam-12372	3	30	metabolic	metabolic	NOUN
bam-12372	3	31	activity	activity	NOUN
bam-12372	3	32	.	.	PUNCT
bam-12372	4	1	abstract	abstract	ADJ
bam-12372	4	2	breast	breast	NOUN
bam-12372	4	3	cancer	cancer	NOUN
bam-12372	4	4	is	be	AUX
bam-12372	4	5	the	the	DET
bam-12372	4	6	leading	lead	VERB
bam-12372	4	7	cause	cause	NOUN
bam-12372	4	8	of	of	ADP
bam-12372	4	9	cancer	cancer	NOUN
bam-12372	4	10	mortality	mortality	NOUN
bam-12372	4	11	in	in	ADP
bam-12372	4	12	women	woman	NOUN
bam-12372	4	13	,	,	PUNCT
bam-12372	4	14	and	and	CCONJ
bam-12372	4	15	it	it	PRON
bam-12372	4	16	is	be	AUX
bam-12372	4	17	on	on	ADP
bam-12372	4	18	the	the	DET
bam-12372	4	19	rise	rise	NOUN
bam-12372	4	20	in	in	ADP
bam-12372	4	21	iran	iran	PROPN
bam-12372	4	22	.	.	PUNCT
bam-12372	5	1	therefore	therefore	ADV
bam-12372	5	2	,	,	PUNCT
bam-12372	5	3	an	an	DET
bam-12372	5	4	early	early	ADJ
bam-12372	5	5	-	-	PUNCT
bam-12372	5	6	stage	stage	NOUN
bam-12372	5	7	diagnosis	diagnosis	NOUN
bam-12372	5	8	of	of	ADP
bam-12372	5	9	breast	breast	NOUN
bam-12372	5	10	cancer	cancer	NOUN
bam-12372	5	11	is	be	AUX
bam-12372	5	12	of	of	ADP
bam-12372	5	13	critical	critical	ADJ
bam-12372	5	14	importance	importance	NOUN
bam-12372	5	15	.	.	PUNCT
bam-12372	6	1	because	because	SCONJ
bam-12372	6	2	ultrasound	ultrasound	NOUN
bam-12372	6	3	is	be	AUX
bam-12372	6	4	one	one	NUM
bam-12372	6	5	of	of	ADP
bam-12372	6	6	the	the	DET
bam-12372	6	7	available	available	ADJ
bam-12372	6	8	,	,	PUNCT
bam-12372	6	9	inexpensive	inexpensive	ADJ
bam-12372	6	10	,	,	PUNCT
bam-12372	6	11	and	and	CCONJ
bam-12372	6	12	minimally	minimally	ADV
bam-12372	6	13	invasive	invasive	ADJ
bam-12372	6	14	techniques	technique	NOUN
bam-12372	6	15	for	for	ADP
bam-12372	6	16	distinguishing	distinguish	VERB
bam-12372	6	17	malignant	malignant	NOUN
bam-12372	6	18	from	from	ADP
bam-12372	6	19	benign	benign	ADJ
bam-12372	6	20	masses	masse	NOUN
bam-12372	6	21	,	,	PUNCT
bam-12372	6	22	a	a	DET
bam-12372	6	23	comparison	comparison	NOUN
bam-12372	6	24	of	of	ADP
bam-12372	6	25	conventional	conventional	ADJ
bam-12372	6	26	ultrasound	ultrasound	NOUN
bam-12372	6	27	,	,	PUNCT
bam-12372	6	28	color	color	NOUN
bam-12372	6	29	doppler	doppler	NOUN
bam-12372	6	30	,	,	PUNCT
bam-12372	6	31	and	and	CCONJ
bam-12372	6	32	spectral	spectral	ADJ
bam-12372	6	33	doppler	doppler	NOUN
bam-12372	6	34	findings	finding	NOUN
bam-12372	6	35	can	can	AUX
bam-12372	6	36	be	be	AUX
bam-12372	6	37	useful	useful	ADJ
bam-12372	6	38	.	.	PUNCT
bam-12372	7	1	the	the	DET
bam-12372	7	2	purpose	purpose	NOUN
bam-12372	7	3	of	of	ADP
bam-12372	7	4	this	this	DET
bam-12372	7	5	study	study	NOUN
bam-12372	7	6	was	be	AUX
bam-12372	7	7	to	to	PART
bam-12372	7	8	determine	determine	VERB
bam-12372	7	9	the	the	DET
bam-12372	7	10	diagnostic	diagnostic	ADJ
bam-12372	7	11	value	value	NOUN
bam-12372	7	12	of	of	ADP
bam-12372	7	13	sonographic	sonographic	ADJ
bam-12372	7	14	indices	index	NOUN
bam-12372	7	15	,	,	PUNCT
bam-12372	7	16	specifically	specifically	ADV
bam-12372	7	17	doppler	doppler	NOUN
bam-12372	7	18	parameters	parameter	NOUN
bam-12372	7	19	,	,	PUNCT
bam-12372	7	20	in	in	ADP
bam-12372	7	21	identifying	identify	VERB
bam-12372	7	22	the	the	DET
bam-12372	7	23	nature	nature	NOUN
bam-12372	7	24	of	of	ADP
bam-12372	7	25	breast	breast	NOUN
bam-12372	7	26	masses	masse	NOUN
bam-12372	7	27	.	.	PUNCT
bam-12372	8	1	this	this	PRON
bam-12372	8	2	is	be	AUX
bam-12372	8	3	a	a	DET
bam-12372	8	4	cross	cross	ADJ
bam-12372	8	5	-	-	ADJ
bam-12372	8	6	sectional	sectional	ADJ
bam-12372	8	7	study	study	NOUN
bam-12372	8	8	,	,	PUNCT
bam-12372	8	9	with	with	ADP
bam-12372	8	10	diagnostic	diagnostic	ADJ
bam-12372	8	11	value	value	NOUN
bam-12372	8	12	analysis	analysis	NOUN
bam-12372	8	13	.	.	PUNCT
bam-12372	9	1	before	before	ADP
bam-12372	9	2	undergoing	undergo	VERB
bam-12372	9	3	a	a	DET
bam-12372	9	4	biopsy	biopsy	NOUN
bam-12372	9	5	,	,	PUNCT
bam-12372	9	6	80	80	NUM
bam-12372	9	7	patients	patient	NOUN
bam-12372	9	8	with	with	ADP
bam-12372	9	9	breast	breast	NOUN
bam-12372	9	10	masses	masse	NOUN
bam-12372	9	11	underwent	undergo	VERB
bam-12372	9	12	b	b	NOUN
bam-12372	9	13	-	-	PUNCT
bam-12372	9	14	mode	mode	NOUN
bam-12372	9	15	and	and	CCONJ
bam-12372	9	16	doppler	doppler	NOUN
bam-12372	9	17	breast	breast	NOUN
bam-12372	9	18	ultrasound	ultrasound	NOUN
bam-12372	9	19	.	.	PUNCT
bam-12372	10	1	the	the	DET
bam-12372	10	2	ultrasound	ultrasound	PROPN
bam-12372	10	3	findings	finding	NOUN
bam-12372	10	4	were	be	AUX
bam-12372	10	5	then	then	ADV
bam-12372	10	6	compared	compare	VERB
bam-12372	10	7	to	to	ADP
bam-12372	10	8	pathologic	pathologic	ADJ
bam-12372	10	9	results	result	NOUN
bam-12372	10	10	to	to	PART
bam-12372	10	11	determine	determine	VERB
bam-12372	10	12	which	which	DET
bam-12372	10	13	groups	group	NOUN
bam-12372	10	14	were	be	AUX
bam-12372	10	15	malignant	malignant	ADJ
bam-12372	10	16	or	or	CCONJ
bam-12372	10	17	benign	benign	ADJ
bam-12372	10	18	.	.	PUNCT
bam-12372	11	1	the	the	DET
bam-12372	11	2	resulting	result	VERB
bam-12372	11	3	data	datum	NOUN
bam-12372	11	4	were	be	AUX
bam-12372	11	5	analyzed	analyze	VERB
bam-12372	11	6	using	use	VERB
bam-12372	11	7	statistical	statistical	ADJ
bam-12372	11	8	tests	test	NOUN
bam-12372	11	9	and	and	CCONJ
bam-12372	11	10	diagnostic	diagnostic	ADJ
bam-12372	11	11	values	value	NOUN
bam-12372	11	12	with	with	ADP
bam-12372	11	13	spss	spss	PROPN
bam-12372	11	14	22	22	NUM
bam-12372	11	15	software	software	NOUN
bam-12372	11	16	.	.	PUNCT
bam-12372	12	1	b	b	X
bam-12372	12	2	-	-	PUNCT
bam-12372	12	3	mode	mode	NOUN
bam-12372	12	4	grey	grey	ADJ
bam-12372	12	5	-	-	PUNCT
bam-12372	12	6	scale	scale	NOUN
bam-12372	12	7	ultrasound	ultrasound	NOUN
bam-12372	12	8	indices	index	NOUN
bam-12372	12	9	such	such	ADJ
bam-12372	12	10	as	as	ADP
bam-12372	12	11	mass	mass	NOUN
bam-12372	12	12	shape	shape	NOUN
bam-12372	12	13	,	,	PUNCT
bam-12372	12	14	mass	mass	ADJ
bam-12372	12	15	margin	margin	NOUN
bam-12372	12	16	,	,	PUNCT
bam-12372	12	17	mass	mass	NOUN
bam-12372	12	18	orientation	orientation	NOUN
bam-12372	12	19	,	,	PUNCT
bam-12372	12	20	and	and	CCONJ
bam-12372	12	21	posterior	posterior	ADJ
bam-12372	12	22	features	feature	NOUN
bam-12372	12	23	,	,	PUNCT
bam-12372	12	24	as	as	ADV
bam-12372	12	25	well	well	ADV
bam-12372	12	26	as	as	ADP
bam-12372	12	27	doppler	doppler	NOUN
bam-12372	12	28	indices	index	NOUN
bam-12372	12	29	such	such	ADJ
bam-12372	12	30	as	as	ADP
bam-12372	12	31	vascularity	vascularity	NOUN
bam-12372	12	32	,	,	PUNCT
bam-12372	12	33	ri	ri	PROPN
bam-12372	12	34	(	(	PUNCT
bam-12372	12	35	resistive	resistive	ADJ
bam-12372	12	36	index	index	NOUN
bam-12372	12	37	)	)	PUNCT
bam-12372	12	38	,	,	PUNCT
bam-12372	12	39	pi	pi	NOUN
bam-12372	12	40	(	(	PUNCT
bam-12372	12	41	pulsatility	pulsatility	NOUN
bam-12372	12	42	index	index	NOUN
bam-12372	12	43	)	)	PUNCT
bam-12372	12	44	,	,	PUNCT
bam-12372	12	45	and	and	CCONJ
bam-12372	12	46	psv	psv	PROPN
bam-12372	12	47	(	(	PUNCT
bam-12372	12	48	peak	peak	VERB
bam-12372	12	49	systolic	systolic	ADJ
bam-12372	12	50	velocity	velocity	NOUN
bam-12372	12	51	)	)	PUNCT
bam-12372	12	52	,	,	PUNCT
bam-12372	12	53	were	be	AUX
bam-12372	12	54	found	find	VERB
bam-12372	12	55	to	to	PART
bam-12372	12	56	be	be	AUX
bam-12372	12	57	statistically	statistically	ADV
bam-12372	12	58	significant	significant	ADJ
bam-12372	12	59	with	with	ADP
bam-12372	12	60	pathological	pathological	ADJ
bam-12372	12	61	findings	finding	NOUN
bam-12372	12	62	.	.	PUNCT
bam-12372	13	1	color	color	NOUN
bam-12372	13	2	doppler	doppler	NOUN
bam-12372	13	3	revealed	reveal	VERB
bam-12372	13	4	vascularity	vascularity	NOUN
bam-12372	13	5	in	in	ADP
bam-12372	13	6	65	65	NUM
bam-12372	13	7	%	%	NOUN
bam-12372	13	8	of	of	ADP
bam-12372	13	9	benign	benign	ADJ
bam-12372	13	10	and	and	CCONJ
bam-12372	13	11	84	84	NUM
bam-12372	13	12	%	%	NOUN
bam-12372	13	13	of	of	ADP
bam-12372	13	14	malignant	malignant	ADJ
bam-12372	13	15	masses	masse	NOUN
bam-12372	13	16	.	.	PUNCT
bam-12372	14	1	the	the	DET
bam-12372	14	2	diagnostic	diagnostic	ADJ
bam-12372	14	3	value	value	NOUN
bam-12372	14	4	results	result	NOUN
bam-12372	14	5	revealed	reveal	VERB
bam-12372	14	6	that	that	SCONJ
bam-12372	14	7	mass	mass	NOUN
bam-12372	14	8	shape	shape	NOUN
bam-12372	14	9	,	,	PUNCT
bam-12372	14	10	mass	mass	ADJ
bam-12372	14	11	margin	margin	NOUN
bam-12372	14	12	,	,	PUNCT
bam-12372	14	13	mass	mass	NOUN
bam-12372	14	14	orientation	orientation	NOUN
bam-12372	14	15	,	,	PUNCT
bam-12372	14	16	and	and	CCONJ
bam-12372	14	17	posterior	posterior	NOUN
bam-12372	14	18	features	feature	NOUN
bam-12372	14	19	all	all	PRON
bam-12372	14	20	play	play	VERB
bam-12372	14	21	a	a	DET
bam-12372	14	22	significant	significant	ADJ
bam-12372	14	23	role	role	NOUN
bam-12372	14	24	in	in	ADP
bam-12372	14	25	predicting	predict	VERB
bam-12372	14	26	lesion	lesion	NOUN
bam-12372	14	27	malignancy	malignancy	NOUN
bam-12372	14	28	,	,	PUNCT
bam-12372	14	29	with	with	ADP
bam-12372	14	30	a	a	DET
bam-12372	14	31	sensitivity	sensitivity	NOUN
bam-12372	14	32	of	of	ADP
bam-12372	14	33	92	92	NUM
bam-12372	14	34	%	%	NOUN
bam-12372	14	35	,	,	PUNCT
bam-12372	14	36	58	58	NUM
bam-12372	14	37	%	%	NOUN
bam-12372	14	38	,	,	PUNCT
bam-12372	14	39	64	64	NUM
bam-12372	14	40	%	%	NOUN
bam-12372	14	41	,	,	PUNCT
bam-12372	14	42	56	56	NUM
bam-12372	14	43	%	%	NOUN
bam-12372	14	44	,	,	PUNCT
bam-12372	14	45	and	and	CCONJ
bam-12372	14	46	specificity	specificity	NOUN
bam-12372	14	47	of	of	ADP
bam-12372	14	48	59	59	NUM
bam-12372	14	49	%	%	NOUN
bam-12372	14	50	,	,	PUNCT
bam-12372	14	51	66	66	NUM
bam-12372	14	52	%	%	NOUN
bam-12372	14	53	,	,	PUNCT
bam-12372	14	54	82	82	NUM
bam-12372	14	55	%	%	NOUN
bam-12372	14	56	,	,	PUNCT
bam-12372	14	57	and	and	CCONJ
bam-12372	14	58	84	84	NUM
bam-12372	14	59	%	%	NOUN
bam-12372	14	60	,	,	PUNCT
bam-12372	14	61	respectively	respectively	ADV
bam-12372	14	62	.	.	PUNCT
bam-12372	15	1	the	the	DET
bam-12372	15	2	ri	ri	PROPN
bam-12372	15	3	,	,	PUNCT
bam-12372	15	4	pi	pi	NOUN
bam-12372	15	5	,	,	PUNCT
bam-12372	15	6	and	and	CCONJ
bam-12372	15	7	psv	psv	PROPN
bam-12372	15	8	indices	index	NOUN
bam-12372	15	9	were	be	AUX
bam-12372	15	10	significantly	significantly	ADV
bam-12372	15	11	higher	high	ADJ
bam-12372	15	12	in	in	ADP
bam-12372	15	13	malignant	malignant	ADJ
bam-12372	15	14	masses	masse	NOUN
bam-12372	15	15	,	,	PUNCT
bam-12372	15	16	and	and	CCONJ
bam-12372	15	17	all	all	PRON
bam-12372	15	18	of	of	ADP
bam-12372	15	19	them	they	PRON
bam-12372	15	20	had	have	VERB
bam-12372	15	21	remarkable	remarkable	ADJ
bam-12372	15	22	diagnostic	diagnostic	ADJ
bam-12372	15	23	values	value	NOUN
bam-12372	15	24	in	in	ADP
bam-12372	15	25	predicting	predict	VERB
bam-12372	15	26	malignancy	malignancy	NOUN
bam-12372	15	27	,	,	PUNCT
bam-12372	15	28	with	with	ADP
bam-12372	15	29	a	a	DET
bam-12372	15	30	(	(	PUNCT
bam-12372	15	31	area	area	NOUN
bam-12372	15	32	under	under	ADP
bam-12372	15	33	the	the	DET
bam-12372	15	34	curve	curve	NOUN
bam-12372	15	35	)	)	PUNCT
bam-12372	15	36	auc	auc	NOUN
bam-12372	15	37	of	of	ADP
bam-12372	15	38	0.863	0.863	NUM
bam-12372	15	39	,	,	PUNCT
bam-12372	15	40	0.882	0.882	NUM
bam-12372	15	41	,	,	PUNCT
bam-12372	15	42	0.702	0.702	NUM
bam-12372	15	43	,	,	PUNCT
bam-12372	15	44	a	a	DET
bam-12372	15	45	sensitivity	sensitivity	NOUN
bam-12372	15	46	of	of	ADP
bam-12372	15	47	84	84	NUM
bam-12372	15	48	%	%	NOUN
bam-12372	15	49	and	and	CCONJ
bam-12372	15	50	84	84	NUM
bam-12372	15	51	%	%	NOUN
bam-12372	15	52	,	,	PUNCT
bam-12372	15	53	68	68	NUM
bam-12372	15	54	%	%	NOUN
bam-12372	15	55	,	,	PUNCT
bam-12372	15	56	and	and	CCONJ
bam-12372	15	57	a	a	DET
bam-12372	15	58	specificity	specificity	NOUN
bam-12372	15	59	of	of	ADP
bam-12372	15	60	83	83	NUM
bam-12372	15	61	%	%	NOUN
bam-12372	15	62	,	,	PUNCT
bam-12372	15	63	86	86	NUM
bam-12372	15	64	%	%	NOUN
bam-12372	15	65	,	,	PUNCT
bam-12372	15	66	and	and	CCONJ
bam-12372	15	67	62	62	NUM
bam-12372	15	68	%	%	NOUN
bam-12372	15	69	,	,	PUNCT
bam-12372	15	70	respectively	respectively	ADV
bam-12372	15	71	,	,	PUNCT
bam-12372	15	72	at	at	ADP
bam-12372	15	73	the	the	DET
bam-12372	15	74	optimal	optimal	ADJ
bam-12372	15	75	cut	cut	NOUN
bam-12372	15	76	-	-	PUNCT
bam-12372	15	77	off	off	ADP
bam-12372	15	78	points	point	NOUN
bam-12372	15	79	(	(	PUNCT
bam-12372	15	80	0.65	0.65	NUM
bam-12372	15	81	,	,	PUNCT
bam-12372	15	82	1.32	1.32	NUM
bam-12372	15	83	,	,	PUNCT
bam-12372	15	84	12.40	12.40	NUM
bam-12372	15	85	)	)	PUNCT
bam-12372	15	86	obtained	obtain	VERB
bam-12372	15	87	from	from	ADP
bam-12372	15	88	the	the	DET
bam-12372	15	89	receiver	receiver	ADJ
bam-12372	15	90	operating	operate	VERB
bam-12372	15	91	characteristics	characteristic	NOUN
bam-12372	15	92	(	(	PUNCT
bam-12372	15	93	roc	roc	NOUN
bam-12372	15	94	)	)	PUNCT
bam-12372	15	95	curves	curve	NOUN
bam-12372	15	96	.	.	PUNCT
bam-12372	16	1	key	key	ADJ
bam-12372	16	2	words	word	NOUN
bam-12372	16	3	:	:	PUNCT
bam-12372	16	4	breast	breast	NOUN
bam-12372	16	5	mass	mass	PROPN
bam-12372	16	6	,	,	PUNCT
bam-12372	16	7	ultrasound	ultrasound	NOUN
bam-12372	16	8	,	,	PUNCT
bam-12372	16	9	color	color	NOUN
bam-12372	16	10	doppler	doppler	NOUN
bam-12372	16	11	,	,	PUNCT
bam-12372	16	12	spectral	spectral	ADJ
bam-12372	16	13	doppler	doppler	NOUN
bam-12372	16	14	,	,	PUNCT
bam-12372	16	15	malignancy	malignancy	NOUN
bam-12372	16	16	.	.	PUNCT
bam-12372	17	1	eur	eur	PROPN
bam-12372	17	2	j	j	PROPN
bam-12372	17	3	transl	transl	PROPN
bam-12372	17	4	myol	myol	NOUN
bam-12372	17	5	34	34	NUM
bam-12372	17	6	(	(	PUNCT
bam-12372	17	7	2	2	NUM
bam-12372	17	8	)	)	PUNCT
bam-12372	17	9	12372	12372	NUM
bam-12372	17	10	,	,	PUNCT
bam-12372	17	11	2024	2024	NUM
bam-12372	17	12	doi	doi	NOUN
bam-12372	17	13	:	:	PUNCT
bam-12372	17	14	10.4081	10.4081	NUM
bam-12372	17	15	/	/	SYM
bam-12372	17	16	ejtm.2024.12372	ejtm.2024.12372	PROPN
bam-12372	17	17	evaluation	evaluation	NOUN
bam-12372	17	18	of	of	ADP
bam-12372	17	19	diagnostic	diagnostic	ADJ
bam-12372	17	20	value	value	NOUN
bam-12372	17	21	of	of	ADP
bam-12372	17	22	doppler	doppler	NOUN
bam-12372	17	23	ultrasound	ultrasound	NOUN
bam-12372	17	24	in	in	ADP
bam-12372	17	25	the	the	DET
bam-12372	17	26	diagnosis	diagnosis	NOUN
bam-12372	17	27	of	of	ADP
bam-12372	17	28	malignant	malignant	ADJ
bam-12372	17	29	breast	breast	NOUN
bam-12372	17	30	masses	masse	NOUN
bam-12372	17	31	bahareh	bahareh	NOUN
bam-12372	17	32	mehdikhani,1	mehdikhani,1	PROPN
bam-12372	17	33	milad	milad	PROPN
bam-12372	17	34	benam,1	benam,1	PROPN
bam-12372	17	35	afrooz	afrooz	VERB
bam-12372	17	36	moradkhani,2	moradkhani,2	ADJ
bam-12372	17	37	ayda	ayda	ADJ
bam-12372	17	38	roostaee,1	roostaee,1	NOUN
bam-12372	17	39	seyedeh	seyedeh	PROPN
bam-12372	17	40	sabahat	sabahat	PRON
bam-12372	17	41	bahman,1	bahman,1	X
bam-12372	17	42	pooyan	pooyan	PROPN
bam-12372	17	43	barmayoon,3	barmayoon,3	PROPN
bam-12372	17	44	ghazaleh	ghazaleh	PROPN
bam-12372	17	45	dezyani,1	dezyani,1	PROPN
bam-12372	17	46	zeinab	zeinab	PROPN
bam-12372	17	47	safarpour	safarpour	ADJ
bam-12372	17	48	lima1	lima1	PROPN
bam-12372	17	49	1department	1department	NUM
bam-12372	17	50	of	of	ADP
bam-12372	17	51	radiology	radiology	NOUN
bam-12372	17	52	,	,	PUNCT
bam-12372	17	53	school	school	NOUN
bam-12372	17	54	of	of	ADP
bam-12372	17	55	medicine	medicine	NOUN
bam-12372	17	56	,	,	PUNCT
bam-12372	17	57	iran	iran	PROPN
bam-12372	17	58	university	university	PROPN
bam-12372	17	59	of	of	ADP
bam-12372	17	60	medical	medical	PROPN
bam-12372	17	61	sciences	sciences	PROPN
bam-12372	17	62	(	(	PUNCT
bam-12372	17	63	iums	ium	NOUN
bam-12372	17	64	)	)	PUNCT
bam-12372	17	65	,	,	PUNCT
bam-12372	17	66	tehran	tehran	PROPN
bam-12372	17	67	,	,	PUNCT
bam-12372	17	68	iran	iran	PROPN
bam-12372	17	69	;	;	PUNCT
bam-12372	17	70	2dezful	2dezful	NUM
bam-12372	17	71	university	university	NOUN
bam-12372	17	72	of	of	ADP
bam-12372	17	73	medical	medical	ADJ
bam-12372	17	74	sciences	science	NOUN
bam-12372	17	75	,	,	PUNCT
bam-12372	17	76	dezful	dezful	ADJ
bam-12372	17	77	,	,	PUNCT
bam-12372	17	78	iran	iran	PROPN
bam-12372	17	79	;	;	PUNCT
bam-12372	17	80	3department	3department	NUM
bam-12372	17	81	of	of	ADP
bam-12372	17	82	radiology	radiology	NOUN
bam-12372	17	83	,	,	PUNCT
bam-12372	17	84	firoozgar	firoozgar	NOUN
bam-12372	17	85	clinical	clinical	ADJ
bam-12372	17	86	research	research	NOUN
bam-12372	17	87	development	development	NOUN
bam-12372	17	88	center	center	NOUN
bam-12372	17	89	(	(	PUNCT
bam-12372	17	90	fcrdc	fcrdc	PROPN
bam-12372	17	91	)	)	PUNCT
bam-12372	17	92	,	,	PUNCT
bam-12372	17	93	iran	iran	PROPN
bam-12372	17	94	university	university	PROPN
bam-12372	17	95	of	of	ADP
bam-12372	17	96	medical	medical	ADJ
bam-12372	17	97	sciences	sciences	PROPN
bam-12372	17	98	,	,	PUNCT
bam-12372	17	99	tehran	tehran	PROPN
bam-12372	17	100	,	,	PUNCT
bam-12372	17	101	iran	iran	PROPN
bam-12372	17	102	.	.	PUNCT
bam-12372	18	1	this	this	DET
bam-12372	18	2	article	article	NOUN
bam-12372	18	3	is	be	AUX
bam-12372	18	4	distributed	distribute	VERB
bam-12372	18	5	under	under	ADP
bam-12372	18	6	the	the	DET
bam-12372	18	7	terms	term	NOUN
bam-12372	18	8	of	of	ADP
bam-12372	18	9	the	the	DET
bam-12372	18	10	creative	creative	ADJ
bam-12372	18	11	commons	common	NOUN
bam-12372	18	12	attribution	attribution	NOUN
bam-12372	18	13	noncommercial	noncommercial	ADJ
bam-12372	18	14	license	license	NOUN
bam-12372	18	15	(	(	PUNCT
bam-12372	18	16	cc	cc	NOUN
bam-12372	18	17	by	by	ADP
bam-12372	18	18	-	-	PUNCT
bam-12372	18	19	nc	nc	PROPN
bam-12372	18	20	4.0	4.0	NUM
bam-12372	18	21	)	)	PUNCT
bam-12372	18	22	which	which	PRON
bam-12372	18	23	permits	permit	VERB
bam-12372	18	24	any	any	DET
bam-12372	18	25	noncommercial	noncommercial	ADJ
bam-12372	18	26	use	use	NOUN
bam-12372	18	27	,	,	PUNCT
bam-12372	18	28	distribution	distribution	NOUN
bam-12372	18	29	,	,	PUNCT
bam-12372	18	30	and	and	CCONJ
bam-12372	18	31	reproduction	reproduction	NOUN
bam-12372	18	32	in	in	ADP
bam-12372	18	33	any	any	DET
bam-12372	18	34	medium	medium	NOUN
bam-12372	18	35	,	,	PUNCT
bam-12372	18	36	provided	provide	VERB
bam-12372	18	37	the	the	DET
bam-12372	18	38	original	original	ADJ
bam-12372	18	39	author(s	author(s	NOUN
bam-12372	18	40	)	)	PUNCT
bam-12372	18	41	and	and	CCONJ
bam-12372	18	42	source	source	NOUN
bam-12372	18	43	are	be	AUX
bam-12372	18	44	credited	credit	VERB
bam-12372	18	45	.	.	PUNCT
bam-12372	19	1	1	1	NUM
bam-12372	19	2	non	non	ADJ
bam-12372	19	3	-co	-co	PROPN
bam-12372	19	4	mmerc	mmerc	PROPN
bam-12372	19	5	ial	ial	PROPN
bam-12372	19	6	us	us	PROPN
bam-12372	19	7	e	e	NOUN
bam-12372	19	8	o	o	NOUN
bam-12372	19	9	nly	nly	ADV
bam-12372	19	10	diagnostic	diagnostic	ADJ
bam-12372	19	11	value	value	NOUN
bam-12372	19	12	of	of	ADP
bam-12372	19	13	doppler	doppler	NOUN
bam-12372	19	14	ultrasound	ultrasound	NOUN
bam-12372	19	15	in	in	ADP
bam-12372	19	16	the	the	DET
bam-12372	19	17	diagnosis	diagnosis	NOUN
bam-12372	19	18	of	of	ADP
bam-12372	19	19	breast	breast	NOUN
bam-12372	19	20	masses	masse	NOUN
bam-12372	19	21	eur	eur	PROPN
bam-12372	19	22	j	j	PROPN
bam-12372	19	23	transl	transl	PROPN
bam-12372	19	24	myol	myol	ADV
bam-12372	19	25	34	34	NUM
bam-12372	19	26	(	(	PUNCT
bam-12372	19	27	2	2	NUM
bam-12372	19	28	)	)	PUNCT
bam-12372	19	29	12372	12372	NUM
bam-12372	19	30	,	,	PUNCT
bam-12372	19	31	2024	2024	NUM
bam-12372	19	32	doi	doi	NOUN
bam-12372	19	33	:	:	PUNCT
bam-12372	19	34	10.4081	10.4081	NUM
bam-12372	19	35	/	/	SYM
bam-12372	19	36	ejtm.2024.12372	ejtm.2024.12372	VERB
bam-12372	19	37	most	most	ADV
bam-12372	19	38	malignant	malignant	ADJ
bam-12372	19	39	tumors	tumor	NOUN
bam-12372	19	40	have	have	VERB
bam-12372	19	41	high	high	ADJ
bam-12372	19	42	metabolic	metabolic	NOUN
bam-12372	19	43	demands	demand	NOUN
bam-12372	19	44	in	in	ADP
bam-12372	19	45	contrast	contrast	NOUN
bam-12372	19	46	to	to	ADP
bam-12372	19	47	benign	benign	ADJ
bam-12372	19	48	lesions	lesion	NOUN
bam-12372	19	49	and	and	CCONJ
bam-12372	19	50	cause	cause	VERB
bam-12372	19	51	neovascularization.6	neovascularization.6	VERB
bam-12372	19	52	the	the	DET
bam-12372	19	53	use	use	NOUN
bam-12372	19	54	of	of	ADP
bam-12372	19	55	color	color	NOUN
bam-12372	19	56	and	and	CCONJ
bam-12372	19	57	spectral	spectral	ADJ
bam-12372	19	58	doppler	doppler	NOUN
bam-12372	19	59	ultrasound	ultrasound	NOUN
bam-12372	19	60	in	in	ADP
bam-12372	19	61	the	the	DET
bam-12372	19	62	description	description	NOUN
bam-12372	19	63	of	of	ADP
bam-12372	19	64	breast	breast	NOUN
bam-12372	19	65	lesions	lesion	NOUN
bam-12372	19	66	is	be	AUX
bam-12372	19	67	becoming	become	VERB
bam-12372	19	68	more	more	ADV
bam-12372	19	69	and	and	CCONJ
bam-12372	19	70	more	more	ADV
bam-12372	19	71	popular	popular	ADJ
bam-12372	19	72	in	in	ADP
bam-12372	19	73	recent	recent	ADJ
bam-12372	19	74	years	year	NOUN
bam-12372	19	75	.	.	PUNCT
bam-12372	20	1	resistive	resistive	ADJ
bam-12372	20	2	index	index	NOUN
bam-12372	20	3	(	(	PUNCT
bam-12372	20	4	ri	ri	NOUN
bam-12372	20	5	)	)	PUNCT
bam-12372	20	6	has	have	AUX
bam-12372	20	7	been	be	AUX
bam-12372	20	8	the	the	DET
bam-12372	20	9	most	most	ADV
bam-12372	20	10	popular	popular	ADJ
bam-12372	20	11	variant	variant	NOUN
bam-12372	20	12	in	in	ADP
bam-12372	20	13	studies	study	NOUN
bam-12372	20	14	.	.	PUNCT
bam-12372	21	1	ri	ri	PROPN
bam-12372	21	2	,	,	PUNCT
bam-12372	21	3	pulsatility	pulsatility	NOUN
bam-12372	21	4	index	index	NOUN
bam-12372	21	5	(	(	PUNCT
bam-12372	21	6	pi	pi	NOUN
bam-12372	21	7	)	)	PUNCT
bam-12372	21	8	,	,	PUNCT
bam-12372	21	9	peak	peak	NOUN
bam-12372	21	10	systolic	systolic	ADJ
bam-12372	21	11	velocity	velocity	NOUN
bam-12372	21	12	(	(	PUNCT
bam-12372	21	13	psv	psv	PROPN
bam-12372	21	14	)	)	PUNCT
bam-12372	21	15	,	,	PUNCT
bam-12372	21	16	and	and	CCONJ
bam-12372	21	17	pattern	pattern	NOUN
bam-12372	21	18	of	of	ADP
bam-12372	21	19	vascularity	vascularity	NOUN
bam-12372	21	20	distribution	distribution	NOUN
bam-12372	21	21	(	(	PUNCT
bam-12372	21	22	peripheral	peripheral	ADJ
bam-12372	21	23	dominant	dominant	ADJ
bam-12372	21	24	or	or	CCONJ
bam-12372	21	25	central	central	ADJ
bam-12372	21	26	dominant	dominant	NOUN
bam-12372	21	27	)	)	PUNCT
bam-12372	21	28	all	all	PRON
bam-12372	21	29	could	could	AUX
bam-12372	21	30	play	play	VERB
bam-12372	21	31	a	a	DET
bam-12372	21	32	role	role	NOUN
bam-12372	21	33	in	in	ADP
bam-12372	21	34	the	the	DET
bam-12372	21	35	differentiation	differentiation	NOUN
bam-12372	21	36	between	between	ADP
bam-12372	21	37	benign	benign	ADJ
bam-12372	21	38	and	and	CCONJ
bam-12372	21	39	malignant	malignant	ADJ
bam-12372	21	40	lesions	lesion	NOUN
bam-12372	21	41	.	.	PUNCT
bam-12372	22	1	in	in	ADP
bam-12372	22	2	general	general	ADJ
bam-12372	22	3	,	,	PUNCT
bam-12372	22	4	more	more	ADV
bam-12372	22	5	penetrating	penetrate	VERB
bam-12372	22	6	central	central	ADJ
bam-12372	22	7	vessels	vessel	NOUN
bam-12372	22	8	and	and	CCONJ
bam-12372	22	9	higher	high	ADJ
bam-12372	22	10	quantities	quantity	NOUN
bam-12372	22	11	of	of	ADP
bam-12372	22	12	ri	ri	PROPN
bam-12372	22	13	,	,	PUNCT
bam-12372	22	14	pi	pi	NOUN
bam-12372	22	15	,	,	PUNCT
bam-12372	22	16	and	and	CCONJ
bam-12372	22	17	psv	psv	PROPN
bam-12372	22	18	are	be	AUX
bam-12372	22	19	considered	consider	VERB
bam-12372	22	20	malignant	malignant	ADJ
bam-12372	22	21	factors	factor	NOUN
bam-12372	22	22	.	.	PUNCT
bam-12372	23	1	however	however	ADV
bam-12372	23	2	,	,	PUNCT
bam-12372	23	3	the	the	DET
bam-12372	23	4	overlaps	overlap	NOUN
bam-12372	23	5	with	with	ADP
bam-12372	23	6	non	non	ADJ
bam-12372	23	7	-	-	ADJ
bam-12372	23	8	malignant	malignant	ADJ
bam-12372	23	9	lesions	lesion	NOUN
bam-12372	23	10	should	should	AUX
bam-12372	23	11	be	be	AUX
bam-12372	23	12	kept	keep	VERB
bam-12372	23	13	in	in	ADP
bam-12372	23	14	mind	mind	NOUN
bam-12372	23	15	.	.	PUNCT
bam-12372	24	1	the	the	DET
bam-12372	24	2	advent	advent	NOUN
bam-12372	24	3	of	of	ADP
bam-12372	24	4	new	new	ADJ
bam-12372	24	5	sonographic	sonographic	ADJ
bam-12372	24	6	techniques	technique	NOUN
bam-12372	24	7	like	like	ADP
bam-12372	24	8	color	color	NOUN
bam-12372	24	9	and	and	CCONJ
bam-12372	24	10	spectral	spectral	ADJ
bam-12372	24	11	doppler	doppler	NOUN
bam-12372	24	12	has	have	AUX
bam-12372	24	13	inspired	inspire	VERB
bam-12372	24	14	several	several	ADJ
bam-12372	24	15	studies	study	NOUN
bam-12372	24	16	on	on	ADP
bam-12372	24	17	improving	improve	VERB
bam-12372	24	18	the	the	DET
bam-12372	24	19	sensitivity	sensitivity	NOUN
bam-12372	24	20	and	and	CCONJ
bam-12372	24	21	specificity	specificity	NOUN
bam-12372	24	22	of	of	ADP
bam-12372	24	23	ultrasound.7,8	ultrasound.7,8	PROPN
bam-12372	24	24	results	result	NOUN
bam-12372	24	25	of	of	ADP
bam-12372	24	26	studies	study	NOUN
bam-12372	24	27	on	on	ADP
bam-12372	24	28	color	color	NOUN
bam-12372	24	29	doppler	doppler	NOUN
bam-12372	24	30	ultrasound	ultrasound	NOUN
bam-12372	24	31	show	show	VERB
bam-12372	24	32	a	a	DET
bam-12372	24	33	diagnostic	diagnostic	ADJ
bam-12372	24	34	overlap	overlap	NOUN
bam-12372	24	35	between	between	ADP
bam-12372	24	36	neoplasms	neoplasm	NOUN
bam-12372	24	37	and	and	CCONJ
bam-12372	24	38	highly	highly	ADV
bam-12372	24	39	vascular	vascular	ADJ
bam-12372	24	40	benign	benign	ADJ
bam-12372	24	41	lesions,9	lesions,9	NOUN
bam-12372	24	42	thus	thus	ADV
bam-12372	24	43	the	the	DET
bam-12372	24	44	differentiation	differentiation	NOUN
bam-12372	24	45	between	between	ADP
bam-12372	24	46	benign	benign	ADJ
bam-12372	24	47	and	and	CCONJ
bam-12372	24	48	malignant	malignant	ADJ
bam-12372	24	49	masses	masse	NOUN
bam-12372	24	50	,	,	PUNCT
bam-12372	24	51	only	only	ADV
bam-12372	24	52	based	base	VERB
bam-12372	24	53	on	on	ADP
bam-12372	24	54	doppler	doppler	NOUN
bam-12372	24	55	findings	finding	NOUN
bam-12372	24	56	,	,	PUNCT
bam-12372	24	57	is	be	AUX
bam-12372	24	58	not	not	PART
bam-12372	24	59	recommended	recommend	VERB
bam-12372	24	60	.	.	PUNCT
bam-12372	25	1	however	however	ADV
bam-12372	25	2	,	,	PUNCT
bam-12372	25	3	the	the	DET
bam-12372	25	4	application	application	NOUN
bam-12372	25	5	of	of	ADP
bam-12372	25	6	both	both	DET
bam-12372	25	7	b	b	NOUN
bam-12372	25	8	-	-	PUNCT
bam-12372	25	9	mode	mode	NOUN
bam-12372	25	10	and	and	CCONJ
bam-12372	25	11	doppler	doppler	NOUN
bam-12372	25	12	simultaneously	simultaneously	ADV
bam-12372	25	13	increases	increase	VERB
bam-12372	25	14	the	the	DET
bam-12372	25	15	sensitivity	sensitivity	NOUN
bam-12372	25	16	and	and	CCONJ
bam-12372	25	17	specificity	specificity	NOUN
bam-12372	25	18	of	of	ADP
bam-12372	25	19	malignant	malignant	ADJ
bam-12372	25	20	tumor	tumor	NOUN
bam-12372	25	21	characterization	characterization	NOUN
bam-12372	25	22	.	.	PUNCT
bam-12372	26	1	currently	currently	ADV
bam-12372	26	2	,	,	PUNCT
bam-12372	26	3	color	color	NOUN
bam-12372	26	4	and	and	CCONJ
bam-12372	26	5	spectral	spectral	ADJ
bam-12372	26	6	doppler	doppler	NOUN
bam-12372	26	7	parameters	parameter	NOUN
bam-12372	26	8	are	be	AUX
bam-12372	26	9	not	not	PART
bam-12372	26	10	part	part	NOUN
bam-12372	26	11	of	of	ADP
bam-12372	26	12	routine	routine	ADJ
bam-12372	26	13	ultrasound	ultrasound	NOUN
bam-12372	26	14	examinations	examination	NOUN
bam-12372	26	15	due	due	ADP
bam-12372	26	16	to	to	ADP
bam-12372	26	17	the	the	DET
bam-12372	26	18	controversial	controversial	ADJ
bam-12372	26	19	results	result	NOUN
bam-12372	26	20	in	in	ADP
bam-12372	26	21	the	the	DET
bam-12372	26	22	limited	limited	ADJ
bam-12372	26	23	number	number	NOUN
bam-12372	26	24	of	of	ADP
bam-12372	26	25	studies	study	NOUN
bam-12372	26	26	in	in	ADP
bam-12372	26	27	the	the	DET
bam-12372	26	28	field	field	NOUN
bam-12372	26	29	.	.	PUNCT
bam-12372	27	1	several	several	ADJ
bam-12372	27	2	studies	study	NOUN
bam-12372	27	3	have	have	AUX
bam-12372	27	4	assessed	assess	VERB
bam-12372	27	5	the	the	DET
bam-12372	27	6	advantages	advantage	NOUN
bam-12372	27	7	of	of	ADP
bam-12372	27	8	color	color	NOUN
bam-12372	27	9	doppler	doppler	NOUN
bam-12372	27	10	,	,	PUNCT
bam-12372	27	11	power	power	NOUN
bam-12372	27	12	doppler	doppler	NOUN
bam-12372	27	13	,	,	PUNCT
bam-12372	27	14	spectral	spectral	ADJ
bam-12372	27	15	doppler	doppler	NOUN
bam-12372	27	16	,	,	PUNCT
bam-12372	27	17	and	and	CCONJ
bam-12372	27	18	vascular	vascular	ADJ
bam-12372	27	19	distribution	distribution	NOUN
bam-12372	27	20	to	to	PART
bam-12372	27	21	distinguish	distinguish	VERB
bam-12372	27	22	malignant	malignant	ADJ
bam-12372	27	23	tumors	tumor	NOUN
bam-12372	27	24	from	from	ADP
bam-12372	27	25	benign	benign	ADJ
bam-12372	27	26	lesions	lesion	NOUN
bam-12372	27	27	,	,	PUNCT
bam-12372	27	28	and	and	CCONJ
bam-12372	27	29	they	they	PRON
bam-12372	27	30	have	have	AUX
bam-12372	27	31	published	publish	VERB
bam-12372	27	32	various	various	ADJ
bam-12372	27	33	results	result	NOUN
bam-12372	27	34	.	.	PUNCT
bam-12372	28	1	as	as	ADP
bam-12372	28	2	treatment	treatment	NOUN
bam-12372	28	3	of	of	ADP
bam-12372	28	4	advanced	advanced	ADJ
bam-12372	28	5	breast	breast	NOUN
bam-12372	28	6	cancers	cancer	NOUN
bam-12372	28	7	is	be	AUX
bam-12372	28	8	currently	currently	ADV
bam-12372	28	9	a	a	DET
bam-12372	28	10	radical	radical	ADJ
bam-12372	28	11	mastectomy	mastectomy	NOUN
bam-12372	28	12	and	and	CCONJ
bam-12372	28	13	the	the	DET
bam-12372	28	14	patient	patient	NOUN
bam-12372	28	15	is	be	AUX
bam-12372	28	16	normally	normally	ADV
bam-12372	28	17	exposed	expose	VERB
bam-12372	28	18	to	to	ADP
bam-12372	28	19	unavoidable	unavoidable	ADJ
bam-12372	28	20	physical	physical	ADJ
bam-12372	28	21	and	and	CCONJ
bam-12372	28	22	mental	mental	ADJ
bam-12372	28	23	complications	complication	NOUN
bam-12372	28	24	and	and	CCONJ
bam-12372	28	25	surgical	surgical	ADJ
bam-12372	28	26	risks	risk	NOUN
bam-12372	28	27	,	,	PUNCT
bam-12372	28	28	studies	study	NOUN
bam-12372	28	29	to	to	PART
bam-12372	28	30	confirm	confirm	VERB
bam-12372	28	31	the	the	DET
bam-12372	28	32	high	high	ADJ
bam-12372	28	33	sensitivity	sensitivity	NOUN
bam-12372	28	34	and	and	CCONJ
bam-12372	28	35	specificity	specificity	NOUN
bam-12372	28	36	of	of	ADP
bam-12372	28	37	doppler	doppler	NOUN
bam-12372	28	38	ultrasound	ultrasound	NOUN
bam-12372	28	39	in	in	ADP
bam-12372	28	40	a	a	DET
bam-12372	28	41	timely	timely	ADJ
bam-12372	28	42	and	and	CCONJ
bam-12372	28	43	more	more	ADV
bam-12372	28	44	reliable	reliable	ADJ
bam-12372	28	45	diagnosis	diagnosis	NOUN
bam-12372	28	46	of	of	ADP
bam-12372	28	47	breast	breast	NOUN
bam-12372	28	48	cancer	cancer	NOUN
bam-12372	28	49	seem	seem	VERB
bam-12372	28	50	to	to	PART
bam-12372	28	51	be	be	AUX
bam-12372	28	52	of	of	ADP
bam-12372	28	53	crucial	crucial	ADJ
bam-12372	28	54	importance	importance	NOUN
bam-12372	28	55	.	.	PUNCT
bam-12372	29	1	material	material	NOUN
bam-12372	29	2	and	and	CCONJ
bam-12372	29	3	methods	method	NOUN
bam-12372	29	4	approval	approval	VERB
bam-12372	29	5	the	the	DET
bam-12372	29	6	study	study	NOUN
bam-12372	29	7	was	be	AUX
bam-12372	29	8	approved	approve	VERB
bam-12372	29	9	by	by	ADP
bam-12372	29	10	the	the	DET
bam-12372	29	11	"	"	PUNCT
bam-12372	29	12	institutional	institutional	ADJ
bam-12372	29	13	review	review	NOUN
bam-12372	29	14	board	board	NOUN
bam-12372	29	15	"	"	PUNCT
bam-12372	29	16	and	and	CCONJ
bam-12372	29	17	"	"	PUNCT
bam-12372	29	18	research	research	NOUN
bam-12372	29	19	ethics	ethic	NOUN
bam-12372	29	20	committee	committee	NOUN
bam-12372	29	21	"	"	PUNCT
bam-12372	29	22	.	.	PUNCT
bam-12372	30	1	informed	informed	ADJ
bam-12372	30	2	consent	consent	NOUN
bam-12372	30	3	was	be	AUX
bam-12372	30	4	obtained	obtain	VERB
bam-12372	30	5	from	from	ADP
bam-12372	30	6	all	all	DET
bam-12372	30	7	patients	patient	NOUN
bam-12372	30	8	verbally	verbally	ADV
bam-12372	30	9	.	.	PUNCT
bam-12372	31	1	study	study	NOUN
bam-12372	31	2	design	design	NOUN
bam-12372	31	3	and	and	CCONJ
bam-12372	31	4	population	population	NOUN
bam-12372	31	5	in	in	ADP
bam-12372	31	6	this	this	DET
bam-12372	31	7	diagnostic	diagnostic	ADJ
bam-12372	31	8	value	value	NOUN
bam-12372	31	9	and	and	CCONJ
bam-12372	31	10	cross	cross	ADJ
bam-12372	31	11	-	-	ADJ
bam-12372	31	12	sectional	sectional	ADJ
bam-12372	31	13	study	study	NOUN
bam-12372	31	14	,	,	PUNCT
bam-12372	31	15	the	the	DET
bam-12372	31	16	target	target	NOUN
bam-12372	31	17	population	population	NOUN
bam-12372	31	18	consisted	consist	VERB
bam-12372	31	19	of	of	ADP
bam-12372	31	20	80	80	NUM
bam-12372	31	21	women	woman	NOUN
bam-12372	31	22	with	with	ADP
bam-12372	31	23	solid	solid	ADJ
bam-12372	31	24	breast	breast	NOUN
bam-12372	31	25	masses	masse	NOUN
bam-12372	31	26	who	who	PRON
bam-12372	31	27	were	be	AUX
bam-12372	31	28	candidates	candidate	NOUN
bam-12372	31	29	for	for	ADP
bam-12372	31	30	core	core	NOUN
bam-12372	31	31	-	-	PUNCT
bam-12372	31	32	needle	needle	NOUN
bam-12372	31	33	biopsy	biopsy	NOUN
bam-12372	31	34	in	in	ADP
bam-12372	31	35	shahid	shahid	PROPN
bam-12372	31	36	akbarabadi	akbarabadi	PROPN
bam-12372	31	37	and	and	CCONJ
bam-12372	31	38	firoozgar	firoozgar	NOUN
bam-12372	31	39	hospital	hospital	NOUN
bam-12372	31	40	in	in	ADP
bam-12372	31	41	tehran	tehran	PROPN
bam-12372	31	42	,	,	PUNCT
bam-12372	31	43	from	from	ADP
bam-12372	31	44	january	january	PROPN
bam-12372	31	45	to	to	ADP
bam-12372	31	46	december	december	PROPN
bam-12372	31	47	2020	2020	NUM
bam-12372	31	48	.	.	PUNCT
bam-12372	32	1	patients	patient	NOUN
bam-12372	32	2	with	with	ADP
bam-12372	32	3	solid	solid	ADJ
bam-12372	32	4	breast	breast	NOUN
bam-12372	32	5	mass	mass	NOUN
bam-12372	32	6	that	that	PRON
bam-12372	32	7	is	be	AUX
bam-12372	32	8	indicated	indicate	VERB
bam-12372	32	9	for	for	ADP
bam-12372	32	10	biopsy	biopsy	NOUN
bam-12372	32	11	were	be	AUX
bam-12372	32	12	included	include	VERB
bam-12372	32	13	in	in	ADP
bam-12372	32	14	this	this	DET
bam-12372	32	15	study	study	NOUN
bam-12372	32	16	.	.	PUNCT
bam-12372	33	1	patients	patient	NOUN
bam-12372	33	2	with	with	ADP
bam-12372	33	3	a	a	DET
bam-12372	33	4	cystic	cystic	ADJ
bam-12372	33	5	lesion	lesion	NOUN
bam-12372	33	6	,	,	PUNCT
bam-12372	33	7	those	those	PRON
bam-12372	33	8	who	who	PRON
bam-12372	33	9	had	have	AUX
bam-12372	33	10	received	receive	VERB
bam-12372	33	11	prior	prior	ADJ
bam-12372	33	12	neoadjuvant	neoadjuvant	ADJ
bam-12372	33	13	chemotherapy	chemotherapy	NOUN
bam-12372	33	14	or	or	CCONJ
bam-12372	33	15	surgery	surgery	NOUN
bam-12372	33	16	,	,	PUNCT
bam-12372	33	17	or	or	CCONJ
bam-12372	33	18	the	the	DET
bam-12372	33	19	ones	one	NOUN
bam-12372	33	20	with	with	ADP
bam-12372	33	21	a	a	DET
bam-12372	33	22	previous	previous	ADJ
bam-12372	33	23	pathologic	pathologic	ADJ
bam-12372	33	24	study	study	NOUN
bam-12372	33	25	as	as	ADV
bam-12372	33	26	well	well	ADV
bam-12372	33	27	as	as	ADP
bam-12372	33	28	those	those	PRON
bam-12372	33	29	without	without	ADP
bam-12372	33	30	consent	consent	NOUN
bam-12372	33	31	for	for	ADP
bam-12372	33	32	biopsy	biopsy	NOUN
bam-12372	33	33	or	or	CCONJ
bam-12372	33	34	joining	join	VERB
bam-12372	33	35	the	the	DET
bam-12372	33	36	study	study	NOUN
bam-12372	33	37	,	,	PUNCT
bam-12372	33	38	were	be	AUX
bam-12372	33	39	excluded	exclude	VERB
bam-12372	33	40	from	from	ADP
bam-12372	33	41	our	our	PRON
bam-12372	33	42	target	target	NOUN
bam-12372	33	43	group	group	NOUN
bam-12372	33	44	.	.	PUNCT
bam-12372	34	1	data	datum	NOUN
bam-12372	34	2	recording	recording	NOUN
bam-12372	34	3	ultrasound	ultrasound	NOUN
bam-12372	34	4	examination	examination	NOUN
bam-12372	34	5	was	be	AUX
bam-12372	34	6	performed	perform	VERB
bam-12372	34	7	by	by	ADP
bam-12372	34	8	expert	expert	NOUN
bam-12372	34	9	radiologists	radiologist	NOUN
bam-12372	34	10	using	use	VERB
bam-12372	34	11	a	a	DET
bam-12372	34	12	philips	philip	NOUN
bam-12372	34	13	ultrasound	ultrasound	NOUN
bam-12372	34	14	device	device	NOUN
bam-12372	34	15	with	with	ADP
bam-12372	34	16	a	a	DET
bam-12372	34	17	linear	linear	ADJ
bam-12372	34	18	high	high	ADJ
bam-12372	34	19	-	-	PUNCT
bam-12372	34	20	frequency	frequency	NOUN
bam-12372	34	21	probe	probe	NOUN
bam-12372	34	22	.	.	PUNCT
bam-12372	35	1	a	a	DET
bam-12372	35	2	targeted	target	VERB
bam-12372	35	3	biopsy	biopsy	NOUN
bam-12372	35	4	was	be	AUX
bam-12372	35	5	done	do	VERB
bam-12372	35	6	by	by	ADP
bam-12372	35	7	the	the	DET
bam-12372	35	8	interventionist	interventionist	NOUN
bam-12372	35	9	.	.	PUNCT
bam-12372	36	1	pathologic	pathologic	ADJ
bam-12372	36	2	study	study	NOUN
bam-12372	36	3	as	as	ADP
bam-12372	36	4	the	the	DET
bam-12372	36	5	gold	gold	ADJ
bam-12372	36	6	standard	standard	ADJ
bam-12372	36	7	diagnostic	diagnostic	ADJ
bam-12372	36	8	tool	tool	NOUN
bam-12372	36	9	was	be	AUX
bam-12372	36	10	performed	perform	VERB
bam-12372	36	11	by	by	ADP
bam-12372	36	12	an	an	DET
bam-12372	36	13	expert	expert	NOUN
bam-12372	36	14	pathologist	pathologist	NOUN
bam-12372	36	15	.	.	PUNCT
bam-12372	37	1	morphology	morphology	NOUN
bam-12372	37	2	of	of	ADP
bam-12372	37	3	each	each	DET
bam-12372	37	4	breast	breast	NOUN
bam-12372	37	5	mass	mass	NOUN
bam-12372	37	6	in	in	ADP
bam-12372	37	7	b	b	NOUN
bam-12372	37	8	-	-	PUNCT
bam-12372	37	9	mode	mode	ADJ
bam-12372	37	10	gray	gray	ADJ
bam-12372	37	11	-	-	PUNCT
bam-12372	37	12	scale	scale	NOUN
bam-12372	37	13	sonography	sonography	NOUN
bam-12372	37	14	,	,	PUNCT
bam-12372	37	15	considering	consider	VERB
bam-12372	37	16	acr	acr	NOUN
bam-12372	37	17	-	-	PUNCT
bam-12372	37	18	birads	birad	NOUN
bam-12372	37	19	was	be	AUX
bam-12372	37	20	evaluated	evaluate	VERB
bam-12372	37	21	.	.	PUNCT
bam-12372	38	1	doppler	doppler	NOUN
bam-12372	38	2	sonography	sonography	NOUN
bam-12372	38	3	features	feature	NOUN
bam-12372	38	4	of	of	ADP
bam-12372	38	5	the	the	DET
bam-12372	38	6	lesion	lesion	NOUN
bam-12372	38	7	,	,	PUNCT
bam-12372	38	8	such	such	ADJ
bam-12372	38	9	as	as	ADP
bam-12372	38	10	vascularity	vascularity	NOUN
bam-12372	38	11	,	,	PUNCT
bam-12372	38	12	vascular	vascular	ADJ
bam-12372	38	13	pattern	pattern	NOUN
bam-12372	38	14	,	,	PUNCT
bam-12372	38	15	ri	ri	NOUN
bam-12372	38	16	,	,	PUNCT
bam-12372	38	17	pi	pi	PROPN
bam-12372	38	18	,	,	PUNCT
bam-12372	38	19	psv	psv	PROPN
bam-12372	38	20	,	,	PUNCT
bam-12372	38	21	and	and	CCONJ
bam-12372	38	22	at	at	ADP
bam-12372	38	23	criteria	criterion	NOUN
bam-12372	38	24	measurements	measurement	NOUN
bam-12372	38	25	were	be	AUX
bam-12372	38	26	also	also	ADV
bam-12372	38	27	included	include	VERB
bam-12372	38	28	.	.	PUNCT
bam-12372	39	1	sonographic	sonographic	ADJ
bam-12372	39	2	results	result	NOUN
bam-12372	39	3	were	be	AUX
bam-12372	39	4	compared	compare	VERB
bam-12372	39	5	to	to	ADP
bam-12372	39	6	the	the	DET
bam-12372	39	7	final	final	ADJ
bam-12372	39	8	pathologic	pathologic	ADJ
bam-12372	39	9	results	result	NOUN
bam-12372	39	10	(	(	PUNCT
bam-12372	39	11	gold	gold	NOUN
bam-12372	39	12	standard	standard	NOUN
bam-12372	39	13	)	)	PUNCT
bam-12372	39	14	.	.	PUNCT
bam-12372	40	1	statistical	statistical	ADJ
bam-12372	40	2	analysis	analysis	NOUN
bam-12372	40	3	for	for	ADP
bam-12372	40	4	statistical	statistical	ADJ
bam-12372	40	5	analysis	analysis	NOUN
bam-12372	40	6	,	,	PUNCT
bam-12372	40	7	the	the	DET
bam-12372	40	8	software	software	NOUN
bam-12372	40	9	spss	spss	PROPN
bam-12372	40	10	version	version	PROPN
bam-12372	40	11	22.0	22.0	NUM
bam-12372	40	12	was	be	AUX
bam-12372	40	13	used	use	VERB
bam-12372	40	14	.	.	PUNCT
bam-12372	41	1	categorical	categorical	ADJ
bam-12372	41	2	variables	variable	NOUN
bam-12372	41	3	were	be	AUX
bam-12372	41	4	compared	compare	VERB
bam-12372	41	5	,	,	PUNCT
bam-12372	41	6	using	use	VERB
bam-12372	41	7	the	the	DET
bam-12372	41	8	chi	chi	ADJ
bam-12372	41	9	-	-	PUNCT
bam-12372	41	10	square	square	ADJ
bam-12372	41	11	test	test	NOUN
bam-12372	41	12	.	.	PUNCT
bam-12372	42	1	p	p	X
bam-12372	42	2	-	-	PUNCT
bam-12372	42	3	values	value	NOUN
bam-12372	42	4	of	of	ADP
bam-12372	42	5	0.05	0.05	NUM
bam-12372	42	6	or	or	CCONJ
bam-12372	42	7	less	less	ADJ
bam-12372	42	8	were	be	AUX
bam-12372	42	9	considered	consider	VERB
bam-12372	42	10	statistically	statistically	ADV
bam-12372	42	11	significant	significant	ADJ
bam-12372	42	12	.	.	PUNCT
bam-12372	43	1	roc	roc	NOUN
bam-12372	43	2	(	(	PUNCT
bam-12372	43	3	receiver	receiver	ADV
bam-12372	43	4	operating	operate	VERB
bam-12372	43	5	characteristic	characteristic	NOUN
bam-12372	43	6	)	)	PUNCT
bam-12372	43	7	curves	curve	NOUN
bam-12372	43	8	were	be	AUX
bam-12372	43	9	used	use	VERB
bam-12372	43	10	to	to	PART
bam-12372	43	11	determine	determine	VERB
bam-12372	43	12	the	the	DET
bam-12372	43	13	optimal	optimal	ADJ
bam-12372	43	14	cut	cut	NOUN
bam-12372	43	15	-	-	PUNCT
bam-12372	43	16	off	off	ADP
bam-12372	43	17	points	point	NOUN
bam-12372	43	18	to	to	PART
bam-12372	43	19	predict	predict	VERB
bam-12372	43	20	malignant	malignant	ADJ
bam-12372	43	21	breast	breast	NOUN
bam-12372	43	22	masse	masse	NOUN
bam-12372	43	23	with	with	ADP
bam-12372	43	24	the	the	DET
bam-12372	43	25	highest	high	ADJ
bam-12372	43	26	specificity	specificity	NOUN
bam-12372	43	27	and	and	CCONJ
bam-12372	43	28	sensitivity	sensitivity	NOUN
bam-12372	43	29	.	.	PUNCT
bam-12372	44	1	results	result	VERB
bam-12372	44	2	80	80	NUM
bam-12372	44	3	women	woman	NOUN
bam-12372	44	4	,	,	PUNCT
bam-12372	44	5	aged	age	VERB
bam-12372	44	6	13	13	NUM
bam-12372	44	7	to	to	PART
bam-12372	44	8	77	77	NUM
bam-12372	44	9	,	,	PUNCT
bam-12372	44	10	were	be	AUX
bam-12372	44	11	included	include	VERB
bam-12372	44	12	in	in	ADP
bam-12372	44	13	this	this	DET
bam-12372	44	14	study	study	NOUN
bam-12372	44	15	.	.	PUNCT
bam-12372	45	1	among	among	ADP
bam-12372	45	2	these	these	DET
bam-12372	45	3	patients	patient	NOUN
bam-12372	45	4	,	,	PUNCT
bam-12372	45	5	44	44	NUM
bam-12372	45	6	patients	patient	NOUN
bam-12372	45	7	(	(	PUNCT
bam-12372	45	8	55	55	NUM
bam-12372	45	9	%	%	NOUN
bam-12372	45	10	)	)	PUNCT
bam-12372	45	11	had	have	VERB
bam-12372	45	12	benign	benign	ADJ
bam-12372	45	13	pathology	pathology	NOUN
bam-12372	45	14	and	and	CCONJ
bam-12372	45	15	36	36	NUM
bam-12372	45	16	patients	patient	NOUN
bam-12372	45	17	(	(	PUNCT
bam-12372	45	18	45	45	NUM
bam-12372	45	19	%	%	NOUN
bam-12372	45	20	)	)	PUNCT
bam-12372	45	21	showed	show	VERB
bam-12372	45	22	malignant	malignant	ADJ
bam-12372	45	23	histology	histology	NOUN
bam-12372	45	24	.	.	PUNCT
bam-12372	46	1	the	the	DET
bam-12372	46	2	frequency	frequency	NOUN
bam-12372	46	3	of	of	ADP
bam-12372	46	4	b	b	NOUN
bam-12372	46	5	-	-	PUNCT
bam-12372	46	6	mode	mode	NOUN
bam-12372	46	7	and	and	CCONJ
bam-12372	46	8	doppler	doppler	NOUN
bam-12372	46	9	parameters	parameter	NOUN
bam-12372	46	10	based	base	VERB
bam-12372	46	11	on	on	ADP
bam-12372	46	12	pathologic	pathologic	ADJ
bam-12372	46	13	reports	report	NOUN
bam-12372	46	14	were	be	AUX
bam-12372	46	15	gathered	gather	VERB
bam-12372	46	16	in	in	ADP
bam-12372	46	17	table	table	NOUN
bam-12372	46	18	1	1	NUM
bam-12372	46	19	.	.	PUNCT
bam-12372	47	1	the	the	DET
bam-12372	47	2	statistical	statistical	ADJ
bam-12372	47	3	correlation	correlation	NOUN
bam-12372	47	4	between	between	ADP
bam-12372	47	5	b	b	NOUN
bam-12372	47	6	-	-	PUNCT
bam-12372	47	7	mode	mode	NOUN
bam-12372	47	8	,	,	PUNCT
bam-12372	47	9	color	color	NOUN
bam-12372	47	10	,	,	PUNCT
bam-12372	47	11	and	and	CCONJ
bam-12372	47	12	spectral	spectral	ADJ
bam-12372	47	13	doppler	doppler	NOUN
bam-12372	47	14	parameters	parameter	NOUN
bam-12372	47	15	with	with	ADP
bam-12372	47	16	pathologic	pathologic	ADJ
bam-12372	47	17	results	result	NOUN
bam-12372	47	18	was	be	AUX
bam-12372	47	19	also	also	ADV
bam-12372	47	20	delineated	delineate	VERB
bam-12372	47	21	in	in	ADP
bam-12372	47	22	table	table	NOUN
bam-12372	47	23	1	1	NUM
bam-12372	47	24	.	.	PUNCT
bam-12372	48	1	there	there	PRON
bam-12372	48	2	was	be	VERB
bam-12372	48	3	a	a	DET
bam-12372	48	4	significant	significant	ADJ
bam-12372	48	5	relationship	relationship	NOUN
bam-12372	48	6	between	between	ADP
bam-12372	48	7	grey	grey	ADJ
bam-12372	48	8	scale	scale	NOUN
bam-12372	48	9	b	b	NOUN
bam-12372	48	10	-	-	PUNCT
bam-12372	48	11	mode	mode	NOUN
bam-12372	48	12	parameters	parameter	NOUN
bam-12372	48	13	including	include	VERB
bam-12372	48	14	mass	mass	NOUN
bam-12372	48	15	shape	shape	NOUN
bam-12372	48	16	,	,	PUNCT
bam-12372	48	17	mass	mass	ADJ
bam-12372	48	18	margin	margin	NOUN
bam-12372	48	19	,	,	PUNCT
bam-12372	48	20	mass	mass	NOUN
bam-12372	48	21	orientation	orientation	NOUN
bam-12372	48	22	,	,	PUNCT
bam-12372	48	23	and	and	CCONJ
bam-12372	48	24	posterior	posterior	ADJ
bam-12372	48	25	features	feature	NOUN
bam-12372	48	26	with	with	ADP
bam-12372	48	27	pathologic	pathologic	ADJ
bam-12372	48	28	results	result	NOUN
bam-12372	48	29	(	(	PUNCT
bam-12372	48	30	p	p	NOUN
bam-12372	48	31	value<0.05	value<0.05	NOUN
bam-12372	48	32	)	)	PUNCT
bam-12372	48	33	.	.	PUNCT
bam-12372	49	1	the	the	DET
bam-12372	49	2	relationship	relationship	NOUN
bam-12372	49	3	between	between	ADP
bam-12372	49	4	the	the	DET
bam-12372	49	5	lesion	lesion	NOUN
bam-12372	49	6	vascularity	vascularity	NOUN
bam-12372	49	7	and	and	CCONJ
bam-12372	49	8	the	the	DET
bam-12372	49	9	pathologic	pathologic	ADJ
bam-12372	49	10	nature	nature	NOUN
bam-12372	49	11	of	of	ADP
bam-12372	49	12	masses	masse	NOUN
bam-12372	49	13	was	be	AUX
bam-12372	49	14	statistically	statistically	ADV
bam-12372	49	15	significant	significant	ADJ
bam-12372	49	16	in	in	ADP
bam-12372	49	17	the	the	DET
bam-12372	49	18	95	95	NUM
bam-12372	49	19	%	%	NOUN
bam-12372	49	20	confidence	confidence	NOUN
bam-12372	49	21	interval	interval	NOUN
bam-12372	49	22	(	(	PUNCT
bam-12372	49	23	p	p	NOUN
bam-12372	49	24	value<0.05	value<0.05	NOUN
bam-12372	49	25	)	)	PUNCT
bam-12372	49	26	.	.	PUNCT
bam-12372	50	1	twenty	twenty	NUM
bam-12372	50	2	masses	masse	NOUN
bam-12372	50	3	were	be	AUX
bam-12372	50	4	avascular	avascular	ADJ
bam-12372	50	5	and	and	CCONJ
bam-12372	50	6	60	60	NUM
bam-12372	50	7	masses	masse	NOUN
bam-12372	50	8	were	be	AUX
bam-12372	50	9	vascular	vascular	ADJ
bam-12372	50	10	in	in	ADP
bam-12372	50	11	color	color	NOUN
bam-12372	50	12	doppler	doppler	NOUN
bam-12372	50	13	evaluation	evaluation	NOUN
bam-12372	50	14	,	,	PUNCT
bam-12372	50	15	among	among	ADP
bam-12372	50	16	20	20	NUM
bam-12372	50	17	completely	completely	ADV
bam-12372	50	18	avascular	avascular	ADJ
bam-12372	50	19	lesions	lesion	NOUN
bam-12372	50	20	,	,	PUNCT
bam-12372	50	21	75	75	NUM
bam-12372	50	22	%	%	NOUN
bam-12372	50	23	were	be	AUX
bam-12372	50	24	pathologically	pathologically	ADV
bam-12372	50	25	benign	benign	ADJ
bam-12372	50	26	and	and	CCONJ
bam-12372	50	27	only	only	ADV
bam-12372	50	28	5	5	NUM
bam-12372	50	29	masses	masse	NOUN
bam-12372	50	30	were	be	AUX
bam-12372	50	31	malignant	malignant	ADJ
bam-12372	50	32	.	.	PUNCT
bam-12372	51	1	the	the	DET
bam-12372	51	2	relationship	relationship	NOUN
bam-12372	51	3	between	between	ADP
bam-12372	51	4	vascularity	vascularity	NOUN
bam-12372	51	5	type	type	NOUN
bam-12372	51	6	and	and	CCONJ
bam-12372	51	7	pathology	pathology	NOUN
bam-12372	51	8	was	be	AUX
bam-12372	51	9	not	not	PART
bam-12372	51	10	significant	significant	ADJ
bam-12372	51	11	.	.	PUNCT
bam-12372	52	1	however	however	ADV
bam-12372	52	2	,	,	PUNCT
bam-12372	52	3	it	it	PRON
bam-12372	52	4	should	should	AUX
bam-12372	52	5	be	be	AUX
bam-12372	52	6	noted	note	VERB
bam-12372	52	7	that	that	SCONJ
bam-12372	52	8	only	only	ADV
bam-12372	52	9	three	three	NUM
bam-12372	52	10	patients	patient	NOUN
bam-12372	52	11	had	have	VERB
bam-12372	52	12	central	central	ADJ
bam-12372	52	13	vascularity	vascularity	NOUN
bam-12372	52	14	,	,	PUNCT
bam-12372	52	15	and	and	CCONJ
bam-12372	52	16	all	all	PRON
bam-12372	52	17	of	of	ADP
bam-12372	52	18	them	they	PRON
bam-12372	52	19	were	be	AUX
bam-12372	52	20	malignant	malignant	ADJ
bam-12372	52	21	.	.	PUNCT
bam-12372	53	1	however	however	ADV
bam-12372	53	2	,	,	PUNCT
bam-12372	53	3	this	this	DET
bam-12372	53	4	quantity	quantity	NOUN
bam-12372	53	5	could	could	AUX
bam-12372	53	6	not	not	PART
bam-12372	53	7	be	be	AUX
bam-12372	53	8	evaluated	evaluate	VERB
bam-12372	53	9	statistically	statistically	ADV
bam-12372	53	10	.	.	PUNCT
bam-12372	54	1	pulsatility	pulsatility	NOUN
bam-12372	54	2	index	index	PROPN
bam-12372	54	3	,	,	PUNCT
bam-12372	54	4	resistive	resistive	ADJ
bam-12372	54	5	index	index	NOUN
bam-12372	54	6	,	,	PUNCT
bam-12372	54	7	and	and	CCONJ
bam-12372	54	8	peak	peak	NOUN
bam-12372	54	9	systolic	systolic	ADJ
bam-12372	54	10	velocity	velocity	NOUN
bam-12372	54	11	were	be	AUX
bam-12372	54	12	significantly	significantly	ADV
bam-12372	54	13	higher	high	ADJ
bam-12372	54	14	in	in	ADP
bam-12372	54	15	malignant	malignant	ADJ
bam-12372	54	16	tumors	tumor	NOUN
bam-12372	54	17	compared	compare	VERB
bam-12372	54	18	to	to	ADP
bam-12372	54	19	benign	benign	ADJ
bam-12372	54	20	lesions	lesion	NOUN
bam-12372	54	21	.	.	PUNCT
bam-12372	55	1	however	however	ADV
bam-12372	55	2	,	,	PUNCT
bam-12372	55	3	the	the	DET
bam-12372	55	4	relationship	relationship	NOUN
bam-12372	55	5	between	between	ADP
bam-12372	55	6	acceleration	acceleration	NOUN
bam-12372	55	7	time	time	NOUN
bam-12372	55	8	and	and	CCONJ
bam-12372	55	9	pathology	pathology	NOUN
bam-12372	55	10	was	be	AUX
bam-12372	55	11	not	not	PART
bam-12372	55	12	significant	significant	ADJ
bam-12372	55	13	.	.	PUNCT
bam-12372	56	1	the	the	DET
bam-12372	56	2	mean	mean	ADJ
bam-12372	56	3	value	value	NOUN
bam-12372	56	4	and	and	CCONJ
bam-12372	56	5	the	the	DET
bam-12372	56	6	standard	standard	ADJ
bam-12372	56	7	deviation	deviation	NOUN
bam-12372	56	8	(	(	PUNCT
bam-12372	56	9	sd	sd	NOUN
bam-12372	56	10	)	)	PUNCT
bam-12372	56	11	of	of	ADP
bam-12372	56	12	the	the	DET
bam-12372	56	13	spectral	spectral	ADJ
bam-12372	56	14	doppler	doppler	NOUN
bam-12372	56	15	parameters	parameter	NOUN
bam-12372	56	16	are	be	AUX
bam-12372	56	17	shown	show	VERB
bam-12372	56	18	in	in	ADP
bam-12372	56	19	table	table	NOUN
bam-12372	56	20	2	2	NUM
bam-12372	56	21	,	,	PUNCT
bam-12372	56	22	based	base	VERB
bam-12372	56	23	on	on	ADP
bam-12372	56	24	the	the	DET
bam-12372	56	25	pathologic	pathologic	ADJ
bam-12372	56	26	nature	nature	NOUN
bam-12372	56	27	of	of	ADP
bam-12372	56	28	the	the	DET
bam-12372	56	29	mass	mass	PROPN
bam-12372	56	30	.	.	PUNCT
bam-12372	56	31	resistive	resistive	ADJ
bam-12372	56	32	index	index	NOUN
bam-12372	56	33	(	(	PUNCT
bam-12372	56	34	ri	ri	NOUN
bam-12372	56	35	)	)	PUNCT
bam-12372	56	36	averages	average	NOUN
bam-12372	56	37	were	be	AUX
bam-12372	56	38	0.60	0.60	NUM
bam-12372	56	39	for	for	ADP
bam-12372	56	40	benign	benign	ADJ
bam-12372	56	41	lesions	lesion	NOUN
bam-12372	56	42	and	and	CCONJ
bam-12372	56	43	0.74	0.74	NUM
bam-12372	56	44	for	for	ADP
bam-12372	56	45	malignant	malignant	ADJ
bam-12372	56	46	lesions	lesion	NOUN
bam-12372	56	47	.	.	PUNCT
bam-12372	57	1	the	the	DET
bam-12372	57	2	mean	mean	ADJ
bam-12372	57	3	value	value	NOUN
bam-12372	57	4	of	of	ADP
bam-12372	57	5	pi	pi	NOUN
bam-12372	57	6	was	be	AUX
bam-12372	57	7	1.05	1.05	NUM
bam-12372	57	8	and	and	CCONJ
bam-12372	57	9	1.59	1.59	NUM
bam-12372	57	10	in	in	ADP
bam-12372	57	11	benign	benign	ADJ
bam-12372	57	12	and	and	CCONJ
bam-12372	57	13	malignant	malignant	ADJ
bam-12372	57	14	lesions	lesion	NOUN
bam-12372	57	15	,	,	PUNCT
bam-12372	57	16	respectively	respectively	ADV
bam-12372	57	17	.	.	PUNCT
bam-12372	58	1	mean	mean	NOUN
bam-12372	58	2	2	2	NUM
bam-12372	58	3	non	non	ADJ
bam-12372	58	4	-co	-co	PROPN
bam-12372	58	5	mmerc	mmerc	PROPN
bam-12372	58	6	ial	ial	PROPN
bam-12372	59	1	us	us	PROPN
bam-12372	59	2	e	e	NOUN
bam-12372	59	3	o	o	NOUN
bam-12372	59	4	nly	nly	ADV
bam-12372	59	5	diagnostic	diagnostic	ADJ
bam-12372	59	6	value	value	NOUN
bam-12372	59	7	of	of	ADP
bam-12372	59	8	doppler	doppler	NOUN
bam-12372	59	9	ultrasound	ultrasound	NOUN
bam-12372	59	10	in	in	ADP
bam-12372	59	11	the	the	DET
bam-12372	59	12	diagnosis	diagnosis	NOUN
bam-12372	59	13	of	of	ADP
bam-12372	59	14	breast	breast	NOUN
bam-12372	59	15	masses	masse	NOUN
bam-12372	59	16	eur	eur	PROPN
bam-12372	59	17	j	j	PROPN
bam-12372	59	18	transl	transl	PROPN
bam-12372	59	19	myol	myol	ADV
bam-12372	59	20	34	34	NUM
bam-12372	59	21	(	(	PUNCT
bam-12372	59	22	2	2	NUM
bam-12372	59	23	)	)	PUNCT
bam-12372	59	24	12372	12372	NUM
bam-12372	59	25	,	,	PUNCT
bam-12372	59	26	2024	2024	NUM
bam-12372	59	27	doi	doi	NOUN
bam-12372	59	28	:	:	PUNCT
bam-12372	59	29	10.4081	10.4081	NUM
bam-12372	59	30	/	/	SYM
bam-12372	59	31	ejtm.2024.12372	ejtm.2024.12372	PROPN
bam-12372	59	32	psv	psv	PROPN
bam-12372	59	33	values	value	NOUN
bam-12372	59	34	for	for	ADP
bam-12372	59	35	benign	benign	ADJ
bam-12372	59	36	and	and	CCONJ
bam-12372	59	37	malignant	malignant	ADJ
bam-12372	59	38	lesions	lesion	NOUN
bam-12372	59	39	were	be	AUX
bam-12372	59	40	12.79	12.79	NUM
bam-12372	59	41	and	and	CCONJ
bam-12372	59	42	20.7	20.7	NUM
bam-12372	59	43	,	,	PUNCT
bam-12372	59	44	respectively	respectively	ADV
bam-12372	59	45	.	.	PUNCT
bam-12372	60	1	the	the	DET
bam-12372	60	2	average	average	ADJ
bam-12372	60	3	value	value	NOUN
bam-12372	60	4	of	of	ADP
bam-12372	60	5	acceleration	acceleration	NOUN
bam-12372	60	6	time	time	NOUN
bam-12372	60	7	(	(	PUNCT
bam-12372	60	8	at	at	ADP
bam-12372	60	9	)	)	PUNCT
bam-12372	60	10	was	be	AUX
bam-12372	60	11	measured	measure	VERB
bam-12372	60	12	to	to	PART
bam-12372	60	13	be	be	AUX
bam-12372	60	14	75.45	75.45	NUM
bam-12372	60	15	for	for	ADP
bam-12372	60	16	malignant	malignant	ADJ
bam-12372	60	17	lesions	lesion	NOUN
bam-12372	60	18	and	and	CCONJ
bam-12372	60	19	57.90	57.90	NUM
bam-12372	60	20	for	for	ADP
bam-12372	60	21	benign	benign	ADJ
bam-12372	60	22	ones	one	NOUN
bam-12372	60	23	.	.	PUNCT
bam-12372	61	1	to	to	PART
bam-12372	61	2	find	find	VERB
bam-12372	61	3	out	out	ADP
bam-12372	61	4	the	the	DET
bam-12372	61	5	diagnostic	diagnostic	ADJ
bam-12372	61	6	value	value	NOUN
bam-12372	61	7	of	of	ADP
bam-12372	61	8	spectral	spectral	ADJ
bam-12372	61	9	doppler	doppler	NOUN
bam-12372	61	10	ultrasound	ultrasound	NOUN
bam-12372	61	11	in	in	ADP
bam-12372	61	12	distinguishing	distinguish	VERB
bam-12372	61	13	between	between	ADP
bam-12372	61	14	malignant	malignant	ADJ
bam-12372	61	15	and	and	CCONJ
bam-12372	61	16	benign	benign	ADJ
bam-12372	61	17	lesions	lesion	NOUN
bam-12372	61	18	,	,	PUNCT
bam-12372	61	19	we	we	PRON
bam-12372	61	20	found	find	VERB
bam-12372	61	21	that	that	SCONJ
bam-12372	61	22	spectral	spectral	ADJ
bam-12372	61	23	indices	index	NOUN
bam-12372	61	24	,	,	PUNCT
bam-12372	61	25	including	include	VERB
bam-12372	61	26	psv	psv	PROPN
bam-12372	61	27	(	(	PUNCT
bam-12372	61	28	auc=0.702	auc=0.702	PROPN
bam-12372	61	29	)	)	PUNCT
bam-12372	61	30	,	,	PUNCT
bam-12372	61	31	ri	ri	PROPN
bam-12372	61	32	(	(	PUNCT
bam-12372	61	33	auc=0.863	auc=0.863	NOUN
bam-12372	61	34	)	)	PUNCT
bam-12372	61	35	,	,	PUNCT
bam-12372	61	36	and	and	CCONJ
bam-12372	61	37	pi	pi	NOUN
bam-12372	61	38	(	(	PUNCT
bam-12372	61	39	auc=0.882	auc=0.882	NOUN
bam-12372	61	40	)	)	PUNCT
bam-12372	61	41	were	be	AUX
bam-12372	61	42	capable	capable	ADJ
bam-12372	61	43	of	of	ADP
bam-12372	61	44	differentiating	differentiate	VERB
bam-12372	61	45	malignant	malignant	NOUN
bam-12372	61	46	from	from	ADP
bam-12372	61	47	benign	benign	ADJ
bam-12372	61	48	lesions	lesion	NOUN
bam-12372	61	49	.	.	PUNCT
bam-12372	62	1	the	the	DET
bam-12372	62	2	optimal	optimal	ADJ
bam-12372	62	3	cut	cut	NOUN
bam-12372	62	4	-	-	PUNCT
bam-12372	62	5	off	off	ADP
bam-12372	62	6	points	point	NOUN
bam-12372	62	7	for	for	ADP
bam-12372	62	8	ri	ri	PROPN
bam-12372	62	9	,	,	PUNCT
bam-12372	62	10	pi	pi	NOUN
bam-12372	62	11	,	,	PUNCT
bam-12372	62	12	and	and	CCONJ
bam-12372	62	13	psv	psv	PROPN
bam-12372	62	14	were	be	AUX
bam-12372	62	15	0.65	0.65	NUM
bam-12372	62	16	(	(	PUNCT
bam-12372	62	17	sensitivity=84	sensitivity=84	ADJ
bam-12372	62	18	%	%	NOUN
bam-12372	62	19	,	,	PUNCT
bam-12372	62	20	and	and	CCONJ
bam-12372	62	21	specificity=	specificity=	NUM
bam-12372	62	22	83	83	NUM
bam-12372	62	23	%	%	NOUN
bam-12372	62	24	)	)	PUNCT
bam-12372	62	25	,	,	PUNCT
bam-12372	62	26	1.32	1.32	NUM
bam-12372	62	27	(	(	PUNCT
bam-12372	62	28	sensitivity=84	sensitivity=84	ADJ
bam-12372	62	29	%	%	NOUN
bam-12372	62	30	,	,	PUNCT
bam-12372	62	31	and	and	CCONJ
bam-12372	62	32	specificity=86	specificity=86	PROPN
bam-12372	62	33	%	%	NOUN
bam-12372	62	34	)	)	PUNCT
bam-12372	62	35	,	,	PUNCT
bam-12372	62	36	12.4	12.4	NUM
bam-12372	62	37	(	(	PUNCT
bam-12372	62	38	sensitivity=68	sensitivity=68	NOUN
bam-12372	62	39	%	%	NOUN
bam-12372	62	40	,	,	PUNCT
bam-12372	62	41	and	and	CCONJ
bam-12372	62	42	specificity=62	specificity=62	VERB
bam-12372	62	43	%	%	NOUN
bam-12372	62	44	)	)	PUNCT
bam-12372	62	45	,	,	PUNCT
bam-12372	62	46	respectively	respectively	ADV
bam-12372	62	47	(	(	PUNCT
bam-12372	62	48	figure	figure	NOUN
bam-12372	62	49	1	1	NUM
bam-12372	62	50	,	,	PUNCT
bam-12372	62	51	table	table	NOUN
bam-12372	62	52	3	3	NUM
bam-12372	62	53	)	)	PUNCT
bam-12372	62	54	.	.	PUNCT
bam-12372	63	1	table	table	NOUN
bam-12372	63	2	4	4	NUM
bam-12372	63	3	summarizes	summarize	NOUN
bam-12372	63	4	the	the	DET
bam-12372	63	5	area	area	NOUN
bam-12372	63	6	under	under	ADP
bam-12372	63	7	the	the	DET
bam-12372	63	8	curve	curve	NOUN
bam-12372	63	9	(	(	PUNCT
bam-12372	63	10	auc	auc	NOUN
bam-12372	63	11	)	)	PUNCT
bam-12372	63	12	,	,	PUNCT
bam-12372	63	13	sensitivity	sensitivity	NOUN
bam-12372	63	14	,	,	PUNCT
bam-12372	63	15	and	and	CCONJ
bam-12372	63	16	specificity	specificity	NOUN
bam-12372	63	17	for	for	ADP
bam-12372	63	18	b	b	NOUN
bam-12372	63	19	-	-	PUNCT
bam-12372	63	20	mode	mode	NOUN
bam-12372	63	21	and	and	CCONJ
bam-12372	63	22	color	color	NOUN
bam-12372	63	23	-	-	PUNCT
bam-12372	63	24	doppler	doppler	NOUN
bam-12372	63	25	indices	index	NOUN
bam-12372	63	26	.	.	PUNCT
bam-12372	64	1	the	the	DET
bam-12372	64	2	b	b	NOUN
bam-12372	64	3	-	-	PUNCT
bam-12372	64	4	mode	mode	NOUN
bam-12372	64	5	variables	variable	NOUN
bam-12372	64	6	have	have	VERB
bam-12372	64	7	an	an	DET
bam-12372	64	8	acceptable	acceptable	ADJ
bam-12372	64	9	ability	ability	NOUN
bam-12372	64	10	to	to	PART
bam-12372	64	11	differentiate	differentiate	VERB
bam-12372	64	12	between	between	ADP
bam-12372	64	13	benign	benign	ADJ
bam-12372	64	14	and	and	CCONJ
bam-12372	64	15	malignant	malignant	ADJ
bam-12372	64	16	breast	breast	NOUN
bam-12372	64	17	masses	masse	NOUN
bam-12372	64	18	.	.	PUNCT
bam-12372	65	1	based	base	VERB
bam-12372	65	2	on	on	ADP
bam-12372	65	3	the	the	DET
bam-12372	65	4	results	result	NOUN
bam-12372	65	5	,	,	PUNCT
bam-12372	65	6	the	the	DET
bam-12372	65	7	diagnostic	diagnostic	ADJ
bam-12372	65	8	value	value	NOUN
bam-12372	65	9	of	of	ADP
bam-12372	65	10	them	they	PRON
bam-12372	65	11	was	be	AUX
bam-12372	65	12	statically	statically	ADV
bam-12372	65	13	significant	significant	ADJ
bam-12372	65	14	(	(	PUNCT
bam-12372	65	15	p	p	NOUN
bam-12372	65	16	value	value	NOUN
bam-12372	65	17	<	<	NOUN
bam-12372	65	18	0.05	0.05	NUM
bam-12372	65	19	)	)	PUNCT
bam-12372	65	20	.	.	PUNCT
bam-12372	66	1	discussion	discussion	NOUN
bam-12372	66	2	in	in	ADP
bam-12372	66	3	our	our	PRON
bam-12372	66	4	study	study	NOUN
bam-12372	66	5	,	,	PUNCT
bam-12372	66	6	the	the	DET
bam-12372	66	7	mean	mean	ADJ
bam-12372	66	8	age	age	NOUN
bam-12372	66	9	of	of	ADP
bam-12372	66	10	patients	patient	NOUN
bam-12372	66	11	was	be	AUX
bam-12372	66	12	43.03±12.10	43.03±12.10	NOUN
bam-12372	66	13	.	.	PUNCT
bam-12372	67	1	the	the	DET
bam-12372	67	2	youngest	young	ADJ
bam-12372	67	3	was	be	AUX
bam-12372	67	4	13	13	NUM
bam-12372	67	5	years	year	NOUN
bam-12372	67	6	old	old	ADJ
bam-12372	67	7	and	and	CCONJ
bam-12372	67	8	the	the	DET
bam-12372	67	9	oldest	old	ADJ
bam-12372	67	10	was	be	AUX
bam-12372	67	11	77	77	NUM
bam-12372	67	12	years	year	NOUN
bam-12372	67	13	old	old	ADJ
bam-12372	67	14	.	.	PUNCT
bam-12372	68	1	among	among	ADP
bam-12372	68	2	the	the	DET
bam-12372	68	3	indicators	indicator	NOUN
bam-12372	68	4	related	relate	VERB
bam-12372	68	5	to	to	ADP
bam-12372	68	6	b	b	NOUN
bam-12372	68	7	-	-	PUNCT
bam-12372	68	8	mode	mode	NOUN
bam-12372	68	9	ultrasound	ultrasound	NOUN
bam-12372	68	10	,	,	PUNCT
bam-12372	68	11	the	the	DET
bam-12372	68	12	variables	variable	NOUN
bam-12372	68	13	of	of	ADP
bam-12372	68	14	mass	mass	ADJ
bam-12372	68	15	shape	shape	NOUN
bam-12372	68	16	,	,	PUNCT
bam-12372	68	17	mass	mass	ADJ
bam-12372	68	18	margin	margin	NOUN
bam-12372	68	19	,	,	PUNCT
bam-12372	68	20	mass	mass	NOUN
bam-12372	68	21	orientation	orientation	NOUN
bam-12372	68	22	,	,	PUNCT
bam-12372	68	23	and	and	CCONJ
bam-12372	68	24	posterior	posterior	ADJ
bam-12372	68	25	features	feature	NOUN
bam-12372	68	26	were	be	AUX
bam-12372	68	27	significantly	significantly	ADV
bam-12372	68	28	related	relate	VERB
bam-12372	68	29	to	to	ADP
bam-12372	68	30	the	the	DET
bam-12372	68	31	pathology	pathology	NOUN
bam-12372	68	32	results	result	VERB
bam-12372	68	33	in	in	ADP
bam-12372	68	34	the	the	DET
bam-12372	68	35	chi	chi	ADJ
bam-12372	68	36	-	-	PUNCT
bam-12372	68	37	square	square	ADJ
bam-12372	68	38	test	test	NOUN
bam-12372	68	39	.	.	PUNCT
bam-12372	69	1	according	accord	VERB
bam-12372	69	2	to	to	ADP
bam-12372	69	3	the	the	DET
bam-12372	69	4	results	result	NOUN
bam-12372	69	5	of	of	ADP
bam-12372	69	6	table	table	NOUN
bam-12372	69	7	1	1	NUM
bam-12372	69	8	,	,	PUNCT
bam-12372	69	9	oval	oval	NOUN
bam-12372	69	10	and	and	CCONJ
bam-12372	69	11	round	round	ADJ
bam-12372	69	12	mass	mass	ADJ
bam-12372	69	13	shapes	shape	NOUN
bam-12372	69	14	were	be	AUX
bam-12372	69	15	seen	see	VERB
bam-12372	69	16	more	more	ADV
bam-12372	69	17	frequently	frequently	ADV
bam-12372	69	18	in	in	ADP
bam-12372	69	19	benign	benign	ADJ
bam-12372	69	20	masses	masse	NOUN
bam-12372	69	21	and	and	CCONJ
bam-12372	69	22	irregular	irregular	ADJ
bam-12372	69	23	shapes	shape	NOUN
bam-12372	69	24	3	3	NUM
bam-12372	69	25	table	table	NOUN
bam-12372	69	26	1	1	NUM
bam-12372	69	27	.	.	PUNCT
bam-12372	69	28	evaluation	evaluation	NOUN
bam-12372	69	29	of	of	ADP
bam-12372	69	30	relationship	relationship	NOUN
bam-12372	69	31	between	between	ADP
bam-12372	69	32	b	b	NOUN
bam-12372	69	33	-	-	PUNCT
bam-12372	69	34	mode	mode	NOUN
bam-12372	69	35	,	,	PUNCT
bam-12372	69	36	color	color	NOUN
bam-12372	69	37	and	and	CCONJ
bam-12372	69	38	spectral	spectral	ADJ
bam-12372	69	39	doppler	doppler	NOUN
bam-12372	69	40	parameters	parameter	NOUN
bam-12372	69	41	with	with	ADP
bam-12372	69	42	pathology	pathology	NOUN
bam-12372	69	43	results	result	NOUN
bam-12372	69	44	.	.	PUNCT
bam-12372	70	1	variable	variable	ADJ
bam-12372	70	2	type	type	NOUN
bam-12372	70	3	pathology	pathology	NOUN
bam-12372	70	4	p	p	NOUN
bam-12372	70	5	benign	benign	ADJ
bam-12372	70	6	malignant	malignant	ADJ
bam-12372	70	7	value	value	NOUN
bam-12372	70	8	(	(	PUNCT
bam-12372	70	9	%	%	INTJ
bam-12372	70	10	)	)	PUNCT
bam-12372	70	11	(	(	PUNCT
bam-12372	70	12	%	%	INTJ
bam-12372	70	13	)	)	PUNCT
bam-12372	70	14	mass	mass	ADJ
bam-12372	70	15	shape	shape	NOUN
bam-12372	70	16	oval	oval	NOUN
bam-12372	70	17	28.8	28.8	NUM
bam-12372	70	18	3.8	3.8	NUM
bam-12372	70	19	0.00	0.00	NUM
bam-12372	70	20	round	round	VERB
bam-12372	70	21	3.7	3.7	NUM
bam-12372	70	22	0.0	0.0	NUM
bam-12372	70	23	irregular	irregular	ADJ
bam-12372	70	24	22.5	22.5	NUM
bam-12372	70	25	41.2	41.2	NUM
bam-12372	70	26	mass	mass	ADJ
bam-12372	70	27	margin	margin	NOUN
bam-12372	70	28	circumscribed	circumscribe	VERB
bam-12372	70	29	16.2	16.2	NUM
bam-12372	70	30	1.2	1.2	NUM
bam-12372	70	31	0.00	0.00	NUM
bam-12372	70	32	indistinct	indistinct	ADJ
bam-12372	70	33	10.0	10.0	NUM
bam-12372	70	34	7.5	7.5	NUM
bam-12372	70	35	angular	angular	ADJ
bam-12372	70	36	10.0	10.0	NUM
bam-12372	70	37	10.0	10.0	NUM
bam-12372	70	38	micro	micro	NOUN
bam-12372	70	39	lobulated	lobulate	VERB
bam-12372	70	40	16.2	16.2	NUM
bam-12372	70	41	7.5	7.5	NUM
bam-12372	70	42	speculated	speculate	VERB
bam-12372	70	43	2.5	2.5	NUM
bam-12372	70	44	18.8	18.8	NUM
bam-12372	70	45	mass	mass	NOUN
bam-12372	70	46	orientation	orientation	NOUN
bam-12372	70	47	parallel	parallel	VERB
bam-12372	70	48	45.0	45.0	NUM
bam-12372	70	49	16.2	16.2	NUM
bam-12372	70	50	0.00	0.00	NUM
bam-12372	70	51	not	not	PART
bam-12372	70	52	parallel	parallel	VERB
bam-12372	70	53	10.0	10.0	NUM
bam-12372	70	54	28.8	28.8	NUM
bam-12372	70	55	posterior	posterior	NOUN
bam-12372	70	56	features	feature	VERB
bam-12372	70	57	no	no	DET
bam-12372	70	58	features	feature	VERB
bam-12372	70	59	46.3	46.3	NUM
bam-12372	70	60	20.0	20.0	NUM
bam-12372	70	61	0.00	0.00	NUM
bam-12372	70	62	shadowing	shadow	VERB
bam-12372	70	63	3.7	3.7	NUM
bam-12372	70	64	20.0	20.0	NUM
bam-12372	70	65	enhancement	enhancement	NOUN
bam-12372	70	66	5.0	5.0	NUM
bam-12372	70	67	5.0	5.0	NUM
bam-12372	70	68	vascularity	vascularity	NOUN
bam-12372	70	69	present	present	ADJ
bam-12372	70	70	36.2	36.2	NUM
bam-12372	70	71	38.8	38.8	NUM
bam-12372	70	72	0.03	0.03	NUM
bam-12372	70	73	absent	absent	ADJ
bam-12372	70	74	18.7	18.7	NUM
bam-12372	70	75	6.3	6.3	NUM
bam-12372	70	76	vascularity	vascularity	NOUN
bam-12372	70	77	pattern	pattern	NOUN
bam-12372	70	78	peripheral	peripheral	ADJ
bam-12372	70	79	21.6	21.6	NUM
bam-12372	70	80	20	20	NUM
bam-12372	70	81	0.22	0.22	NUM
bam-12372	70	82	central	central	ADJ
bam-12372	70	83	0.0	0.0	NUM
bam-12372	70	84	5.0	5.0	NUM
bam-12372	70	85	combined	combine	VERB
bam-12372	70	86	26.7	26.7	NUM
bam-12372	70	87	26.7	26.7	NUM
bam-12372	70	88	pi	pi	NOUN
bam-12372	70	89	lower	low	ADJ
bam-12372	70	90	than	than	ADP
bam-12372	70	91	1.3	1.3	NUM
bam-12372	70	92	36.7	36.7	NUM
bam-12372	70	93	8.3	8.3	NUM
bam-12372	70	94	0.00	0.00	NUM
bam-12372	70	95	1.3	1.3	NUM
bam-12372	70	96	and	and	CCONJ
bam-12372	70	97	higher	high	ADJ
bam-12372	70	98	11.7	11.7	NUM
bam-12372	70	99	43.3	43.3	NUM
bam-12372	70	100	ri	ri	NOUN
bam-12372	70	101	lower	low	ADJ
bam-12372	70	102	than	than	ADP
bam-12372	70	103	0.65	0.65	NUM
bam-12372	70	104	36.7	36.7	NUM
bam-12372	70	105	8.3	8.3	NUM
bam-12372	70	106	0.00	0.00	NUM
bam-12372	70	107	0.65	0.65	NUM
bam-12372	70	108	and	and	CCONJ
bam-12372	70	109	higher	high	ADJ
bam-12372	70	110	11.7	11.7	NUM
bam-12372	70	111	43.3	43.3	NUM
bam-12372	70	112	psv	psv	NOUN
bam-12372	70	113	(	(	PUNCT
bam-12372	70	114	cm	cm	NOUN
bam-12372	70	115	/	/	SYM
bam-12372	70	116	s	s	PART
bam-12372	70	117	)	)	PUNCT
bam-12372	70	118	lower	low	ADJ
bam-12372	70	119	than	than	ADP
bam-12372	70	120	12.4	12.4	NUM
bam-12372	70	121	30.0	30.0	NUM
bam-12372	70	122	16.7	16.7	NUM
bam-12372	70	123	0.02	0.02	NUM
bam-12372	70	124	12.4	12.4	NUM
bam-12372	70	125	and	and	CCONJ
bam-12372	70	126	higher	high	ADJ
bam-12372	70	127	18.3	18.3	NUM
bam-12372	70	128	35	35	NUM
bam-12372	70	129	at	at	ADP
bam-12372	70	130	(	(	PUNCT
bam-12372	70	131	ms	ms	NOUN
bam-12372	70	132	)	)	PUNCT
bam-12372	70	133	lower	low	ADJ
bam-12372	70	134	than	than	ADP
bam-12372	70	135	70	70	NUM
bam-12372	70	136	30.0	30.0	NUM
bam-12372	70	137	23.3	23.3	NUM
bam-12372	70	138	0.18	0.18	NUM
bam-12372	70	139	70	70	NUM
bam-12372	70	140	and	and	CCONJ
bam-12372	70	141	higher	high	ADJ
bam-12372	70	142	18.3	18.3	NUM
bam-12372	70	143	28.4	28.4	NUM
bam-12372	70	144	non	non	ADJ
bam-12372	70	145	-co	-co	PROPN
bam-12372	70	146	mmerc	mmerc	PROPN
bam-12372	70	147	ial	ial	PROPN
bam-12372	70	148	us	us	PROPN
bam-12372	70	149	e	e	NOUN
bam-12372	70	150	o	o	NOUN
bam-12372	70	151	nly	nly	ADV
bam-12372	70	152	diagnostic	diagnostic	ADJ
bam-12372	70	153	value	value	NOUN
bam-12372	70	154	of	of	ADP
bam-12372	70	155	doppler	doppler	NOUN
bam-12372	70	156	ultrasound	ultrasound	NOUN
bam-12372	70	157	in	in	ADP
bam-12372	70	158	the	the	DET
bam-12372	70	159	diagnosis	diagnosis	NOUN
bam-12372	70	160	of	of	ADP
bam-12372	70	161	breast	breast	NOUN
bam-12372	70	162	masses	masse	NOUN
bam-12372	70	163	eur	eur	PROPN
bam-12372	70	164	j	j	PROPN
bam-12372	70	165	transl	transl	PROPN
bam-12372	70	166	myol	myol	ADV
bam-12372	70	167	34	34	NUM
bam-12372	70	168	(	(	PUNCT
bam-12372	70	169	2	2	NUM
bam-12372	70	170	)	)	PUNCT
bam-12372	70	171	12372	12372	NUM
bam-12372	70	172	,	,	PUNCT
bam-12372	70	173	2024	2024	NUM
bam-12372	70	174	doi	doi	NOUN
bam-12372	70	175	:	:	PUNCT
bam-12372	70	176	10.4081	10.4081	NUM
bam-12372	70	177	/	/	SYM
bam-12372	70	178	ejtm.2024.12372	ejtm.2024.12372	PROPN
bam-12372	70	179	were	be	AUX
bam-12372	70	180	more	more	ADV
bam-12372	70	181	common	common	ADJ
bam-12372	70	182	in	in	ADP
bam-12372	70	183	malignant	malignant	ADJ
bam-12372	70	184	masses	masse	NOUN
bam-12372	70	185	.	.	PUNCT
bam-12372	71	1	the	the	DET
bam-12372	71	2	mass	mass	ADJ
bam-12372	71	3	margin	margin	NOUN
bam-12372	71	4	including	include	VERB
bam-12372	71	5	circumscribed	circumscribed	ADJ
bam-12372	71	6	and	and	CCONJ
bam-12372	71	7	micro	micro	ADJ
bam-12372	71	8	lobulated	lobulate	VERB
bam-12372	71	9	were	be	AUX
bam-12372	71	10	found	find	VERB
bam-12372	71	11	mostly	mostly	ADV
bam-12372	71	12	in	in	ADP
bam-12372	71	13	benign	benign	ADJ
bam-12372	71	14	masses	masse	NOUN
bam-12372	71	15	and	and	CCONJ
bam-12372	71	16	speculated	speculate	VERB
bam-12372	71	17	in	in	ADP
bam-12372	71	18	malignant	malignant	ADJ
bam-12372	71	19	masses	masse	NOUN
bam-12372	71	20	.	.	PUNCT
bam-12372	72	1	the	the	DET
bam-12372	72	2	parallel	parallel	ADJ
bam-12372	72	3	orientation	orientation	NOUN
bam-12372	72	4	was	be	AUX
bam-12372	72	5	in	in	ADP
bam-12372	72	6	favor	favor	NOUN
bam-12372	72	7	of	of	ADP
bam-12372	72	8	benign	benign	ADJ
bam-12372	72	9	lesions	lesion	NOUN
bam-12372	72	10	.	.	PUNCT
bam-12372	73	1	posterior	posterior	ADJ
bam-12372	73	2	shadowing	shadowing	NOUN
bam-12372	73	3	was	be	AUX
bam-12372	73	4	seen	see	VERB
bam-12372	73	5	with	with	ADP
bam-12372	73	6	higher	high	ADJ
bam-12372	73	7	frequency	frequency	NOUN
bam-12372	73	8	in	in	ADP
bam-12372	73	9	malignant	malignant	ADJ
bam-12372	73	10	masses	masse	NOUN
bam-12372	73	11	.	.	PUNCT
bam-12372	74	1	mass	mass	ADJ
bam-12372	74	2	shape	shape	NOUN
bam-12372	74	3	variable	variable	NOUN
bam-12372	74	4	had	have	VERB
bam-12372	74	5	a	a	DET
bam-12372	74	6	high	high	ADJ
bam-12372	74	7	sensitivity	sensitivity	NOUN
bam-12372	74	8	(	(	PUNCT
bam-12372	74	9	92	92	NUM
bam-12372	74	10	%	%	NOUN
bam-12372	74	11	)	)	PUNCT
bam-12372	74	12	in	in	ADP
bam-12372	74	13	predicting	predict	VERB
bam-12372	74	14	malignant	malignant	ADJ
bam-12372	74	15	lesions	lesion	NOUN
bam-12372	74	16	.	.	PUNCT
bam-12372	75	1	as	as	ADP
bam-12372	75	2	a	a	DET
bam-12372	75	3	result	result	NOUN
bam-12372	75	4	,	,	PUNCT
bam-12372	75	5	oval	oval	NOUN
bam-12372	75	6	and	and	CCONJ
bam-12372	75	7	round	round	ADJ
bam-12372	75	8	masses	masse	NOUN
bam-12372	75	9	are	be	AUX
bam-12372	75	10	more	more	ADV
bam-12372	75	11	likely	likely	ADJ
bam-12372	75	12	to	to	PART
bam-12372	75	13	rule	rule	VERB
bam-12372	75	14	out	out	ADP
bam-12372	75	15	malignancy	malignancy	NOUN
bam-12372	75	16	.	.	PUNCT
bam-12372	76	1	also	also	ADV
bam-12372	76	2	,	,	PUNCT
bam-12372	76	3	the	the	DET
bam-12372	76	4	variables	variable	NOUN
bam-12372	76	5	of	of	ADP
bam-12372	76	6	mass	mass	ADJ
bam-12372	76	7	orientation	orientation	NOUN
bam-12372	76	8	and	and	CCONJ
bam-12372	76	9	posterior	posterior	ADJ
bam-12372	76	10	features	feature	NOUN
bam-12372	76	11	had	have	VERB
bam-12372	76	12	high	high	ADJ
bam-12372	76	13	specificity	specificity	NOUN
bam-12372	76	14	of	of	ADP
bam-12372	76	15	82	82	NUM
bam-12372	76	16	%	%	NOUN
bam-12372	76	17	and	and	CCONJ
bam-12372	76	18	84	84	NUM
bam-12372	76	19	%	%	NOUN
bam-12372	76	20	,	,	PUNCT
bam-12372	76	21	respectively	respectively	ADV
bam-12372	76	22	,	,	PUNCT
bam-12372	76	23	which	which	PRON
bam-12372	76	24	indicates	indicate	VERB
bam-12372	76	25	that	that	SCONJ
bam-12372	76	26	the	the	DET
bam-12372	76	27	masses	masse	NOUN
bam-12372	76	28	are	be	AUX
bam-12372	76	29	not	not	PART
bam-12372	76	30	parallel	parallel	ADJ
bam-12372	76	31	and	and	CCONJ
bam-12372	76	32	have	have	VERB
bam-12372	76	33	posterior	posterior	ADJ
bam-12372	76	34	shadowing	shadowing	NOUN
bam-12372	76	35	increasing	increase	VERB
bam-12372	76	36	the	the	DET
bam-12372	76	37	probability	probability	NOUN
bam-12372	76	38	of	of	ADP
bam-12372	76	39	malignancy	malignancy	NOUN
bam-12372	76	40	.	.	PUNCT
bam-12372	77	1	in	in	ADP
bam-12372	77	2	keshavarz	keshavarz	PROPN
bam-12372	77	3	’s	’s	PART
bam-12372	77	4	study	study	NOUN
bam-12372	77	5	,	,	PUNCT
bam-12372	77	6	cystic	cystic	ADJ
bam-12372	77	7	solid	solid	ADJ
bam-12372	77	8	masses	masse	NOUN
bam-12372	77	9	,	,	PUNCT
bam-12372	77	10	not	not	PART
bam-12372	77	11	circumscribed	circumscribed	ADJ
bam-12372	77	12	margin	margin	NOUN
bam-12372	77	13	and	and	CCONJ
bam-12372	77	14	mixed	mixed	ADJ
bam-12372	77	15	echogenicity	echogenicity	NOUN
bam-12372	77	16	were	be	AUX
bam-12372	77	17	significantly	significantly	ADV
bam-12372	77	18	higher	high	ADJ
bam-12372	77	19	in	in	ADP
bam-12372	77	20	malignant	malignant	ADJ
bam-12372	77	21	masses.10	masses.10	NOUN
bam-12372	77	22	also	also	ADV
bam-12372	77	23	in	in	ADP
bam-12372	77	24	the	the	DET
bam-12372	77	25	study	study	NOUN
bam-12372	77	26	of	of	ADP
bam-12372	77	27	shobeiri	shobeiri	PROPN
bam-12372	77	28	et	et	PROPN
bam-12372	77	29	al	al	PROPN
bam-12372	77	30	.	.	PROPN
bam-12372	77	31	,	,	PUNCT
bam-12372	77	32	6.5	6.5	NUM
bam-12372	77	33	%	%	NOUN
bam-12372	77	34	of	of	ADP
bam-12372	77	35	benign	benign	ADJ
bam-12372	77	36	masses	masse	NOUN
bam-12372	77	37	and	and	CCONJ
bam-12372	77	38	93.5	93.5	NUM
bam-12372	77	39	%	%	NOUN
bam-12372	77	40	of	of	ADP
bam-12372	77	41	malignant	malignant	ADJ
bam-12372	77	42	masses	masse	NOUN
bam-12372	77	43	had	have	VERB
bam-12372	77	44	posterior	posterior	ADJ
bam-12372	77	45	shadowing.11	shadowing.11	NOUN
bam-12372	77	46	in	in	ADP
bam-12372	77	47	our	our	PRON
bam-12372	77	48	study	study	NOUN
bam-12372	77	49	,	,	PUNCT
bam-12372	77	50	15.8	15.8	NUM
bam-12372	77	51	%	%	NOUN
bam-12372	77	52	of	of	ADP
bam-12372	77	53	benign	benign	ADJ
bam-12372	77	54	masses	masse	NOUN
bam-12372	77	55	and	and	CCONJ
bam-12372	77	56	84.2	84.2	NUM
bam-12372	77	57	%	%	NOUN
bam-12372	77	58	of	of	ADP
bam-12372	77	59	malignant	malignant	ADJ
bam-12372	77	60	masses	masse	NOUN
bam-12372	77	61	had	have	VERB
bam-12372	77	62	this	this	DET
bam-12372	77	63	feature	feature	NOUN
bam-12372	77	64	,	,	PUNCT
bam-12372	77	65	respectively	respectively	ADV
bam-12372	77	66	.	.	PUNCT
bam-12372	78	1	in	in	ADP
bam-12372	78	2	their	their	PRON
bam-12372	78	3	study	study	NOUN
bam-12372	78	4	,	,	PUNCT
bam-12372	78	5	like	like	ADP
bam-12372	78	6	us	we	PRON
bam-12372	78	7	,	,	PUNCT
bam-12372	78	8	posterior	posterior	ADJ
bam-12372	78	9	shadowing	shadowing	NOUN
bam-12372	78	10	had	have	VERB
bam-12372	78	11	a	a	DET
bam-12372	78	12	high	high	ADJ
bam-12372	78	13	specificity	specificity	NOUN
bam-12372	78	14	(	(	PUNCT
bam-12372	78	15	93	93	NUM
bam-12372	78	16	%	%	NOUN
bam-12372	78	17	)	)	PUNCT
bam-12372	78	18	.	.	PUNCT
bam-12372	79	1	in	in	ADP
bam-12372	79	2	their	their	PRON
bam-12372	79	3	study	study	NOUN
bam-12372	79	4	,	,	PUNCT
bam-12372	79	5	unlike	unlike	ADP
bam-12372	79	6	our	our	PRON
bam-12372	79	7	study	study	NOUN
bam-12372	79	8	,	,	PUNCT
bam-12372	79	9	mass	mass	ADJ
bam-12372	79	10	margin	margin	NOUN
bam-12372	79	11	had	have	VERB
bam-12372	79	12	high	high	ADJ
bam-12372	79	13	sensitivity	sensitivity	NOUN
bam-12372	79	14	and	and	CCONJ
bam-12372	79	15	specificity	specificity	NOUN
bam-12372	79	16	(	(	PUNCT
bam-12372	79	17	89	89	NUM
bam-12372	79	18	%	%	NOUN
bam-12372	79	19	and	and	CCONJ
bam-12372	79	20	93	93	NUM
bam-12372	79	21	%	%	NOUN
bam-12372	79	22	,	,	PUNCT
bam-12372	79	23	respectively	respectively	ADV
bam-12372	79	24	)	)	PUNCT
bam-12372	79	25	.	.	PUNCT
bam-12372	80	1	ibrahim	ibrahim	PROPN
bam-12372	80	2	also	also	ADV
bam-12372	80	3	stated	state	VERB
bam-12372	80	4	in	in	ADP
bam-12372	80	5	his	his	PRON
bam-12372	80	6	study	study	NOUN
bam-12372	80	7	that	that	SCONJ
bam-12372	80	8	mass	mass	ADJ
bam-12372	80	9	margin	margin	NOUN
bam-12372	80	10	and	and	CCONJ
bam-12372	80	11	posterior	posterior	ADJ
bam-12372	80	12	features	feature	NOUN
bam-12372	80	13	are	be	AUX
bam-12372	80	14	important	important	ADJ
bam-12372	80	15	parameters	parameter	NOUN
bam-12372	80	16	in	in	ADP
bam-12372	80	17	predicting	predict	VERB
bam-12372	80	18	malignancy.12	malignancy.12	NOUN
bam-12372	80	19	in	in	ADP
bam-12372	80	20	this	this	DET
bam-12372	80	21	study	study	NOUN
bam-12372	80	22	,	,	PUNCT
bam-12372	80	23	we	we	PRON
bam-12372	80	24	utilized	utilize	VERB
bam-12372	80	25	doppler	doppler	NOUN
bam-12372	80	26	ultrasound	ultrasound	NOUN
bam-12372	80	27	abilities	ability	NOUN
bam-12372	80	28	to	to	PART
bam-12372	80	29	distinguish	distinguish	VERB
bam-12372	80	30	malignant	malignant	ADJ
bam-12372	80	31	tumors	tumor	NOUN
bam-12372	80	32	from	from	ADP
bam-12372	80	33	benign	benign	ADJ
bam-12372	80	34	lesions	lesion	NOUN
bam-12372	80	35	.	.	PUNCT
bam-12372	81	1	80	80	NUM
bam-12372	81	2	patients	patient	NOUN
bam-12372	81	3	with	with	ADP
bam-12372	81	4	80	80	NUM
bam-12372	81	5	breast	breast	NOUN
bam-12372	81	6	masses	masse	NOUN
bam-12372	81	7	were	be	AUX
bam-12372	81	8	examined	examine	VERB
bam-12372	81	9	and	and	CCONJ
bam-12372	81	10	60	60	NUM
bam-12372	81	11	masses	masse	NOUN
bam-12372	81	12	had	have	VERB
bam-12372	81	13	detectable	detectable	ADJ
bam-12372	81	14	vascularity	vascularity	NOUN
bam-12372	81	15	.	.	PUNCT
bam-12372	82	1	we	we	PRON
bam-12372	82	2	found	find	VERB
bam-12372	82	3	that	that	SCONJ
bam-12372	82	4	malignant	malignant	ADJ
bam-12372	82	5	masses	masse	NOUN
bam-12372	82	6	(	(	PUNCT
bam-12372	82	7	86	86	NUM
bam-12372	82	8	%	%	NOUN
bam-12372	82	9	)	)	PUNCT
bam-12372	82	10	show	show	VERB
bam-12372	82	11	vascularity	vascularity	NOUN
bam-12372	82	12	more	more	ADJ
bam-12372	82	13	than	than	ADP
bam-12372	82	14	benign	benign	ADJ
bam-12372	82	15	lesions	lesion	NOUN
bam-12372	82	16	(	(	PUNCT
bam-12372	82	17	64	64	NUM
bam-12372	82	18	%	%	NOUN
bam-12372	82	19	)	)	PUNCT
bam-12372	82	20	,	,	PUNCT
bam-12372	82	21	however	however	ADV
bam-12372	82	22	,	,	PUNCT
bam-12372	82	23	the	the	DET
bam-12372	82	24	low	low	ADJ
bam-12372	82	25	specificity	specificity	NOUN
bam-12372	82	26	(	(	PUNCT
bam-12372	82	27	34	34	NUM
bam-12372	82	28	%	%	NOUN
bam-12372	82	29	)	)	PUNCT
bam-12372	82	30	and	and	CCONJ
bam-12372	82	31	the	the	DET
bam-12372	82	32	high	high	ADJ
bam-12372	82	33	sensitivity	sensitivity	NOUN
bam-12372	82	34	(	(	PUNCT
bam-12372	82	35	86	86	NUM
bam-12372	82	36	%	%	NOUN
bam-12372	82	37	)	)	PUNCT
bam-12372	82	38	of	of	ADP
bam-12372	82	39	this	this	DET
bam-12372	82	40	variant	variant	NOUN
bam-12372	82	41	in	in	ADP
bam-12372	82	42	our	our	PRON
bam-12372	82	43	study	study	NOUN
bam-12372	82	44	,	,	PUNCT
bam-12372	82	45	are	be	AUX
bam-12372	82	46	compatible	compatible	ADJ
bam-12372	82	47	with	with	ADP
bam-12372	82	48	a	a	DET
bam-12372	82	49	low	low	ADJ
bam-12372	82	50	probability	probability	NOUN
bam-12372	82	51	of	of	ADP
bam-12372	82	52	malignancy	malignancy	NOUN
bam-12372	82	53	in	in	ADP
bam-12372	82	54	avascular	avascular	ADJ
bam-12372	82	55	lesions	lesion	NOUN
bam-12372	82	56	.	.	PUNCT
bam-12372	83	1	our	our	PRON
bam-12372	83	2	results	result	NOUN
bam-12372	83	3	showed	show	VERB
bam-12372	83	4	a	a	DET
bam-12372	83	5	statistically	statistically	ADV
bam-12372	83	6	significant	significant	ADJ
bam-12372	83	7	difference	difference	NOUN
bam-12372	83	8	between	between	ADP
bam-12372	83	9	malignant	malignant	ADJ
bam-12372	83	10	and	and	CCONJ
bam-12372	83	11	benign	benign	ADJ
bam-12372	83	12	lesions	lesion	NOUN
bam-12372	83	13	vascularity	vascularity	NOUN
bam-12372	83	14	with	with	ADP
bam-12372	83	15	pathologic	pathologic	ADJ
bam-12372	83	16	nature	nature	NOUN
bam-12372	83	17	of	of	ADP
bam-12372	83	18	masses	masse	NOUN
bam-12372	83	19	which	which	PRON
bam-12372	83	20	is	be	AUX
bam-12372	83	21	consistent	consistent	ADJ
bam-12372	83	22	with	with	ADP
bam-12372	83	23	previous	previous	ADJ
bam-12372	83	24	studies	study	NOUN
bam-12372	83	25	,	,	PUNCT
bam-12372	83	26	i.e.	i.e.	X
bam-12372	83	27	,	,	PUNCT
bam-12372	83	28	badau	badau	VERB
bam-12372	83	29	et	et	PROPN
bam-12372	83	30	al	al	PROPN
bam-12372	83	31	.	.	PUNCT
bam-12372	84	1	(	(	PUNCT
bam-12372	84	2	malignant=89	malignant=89	NUM
bam-12372	84	3	%	%	NOUN
bam-12372	84	4	,	,	PUNCT
bam-12372	84	5	benign=56%),13	benign=56%),13	ADJ
bam-12372	84	6	sevensson	sevensson	PROPN
bam-12372	84	7	et	et	PROPN
bam-12372	84	8	al	al	PROPN
bam-12372	84	9	.	.	PUNCT
bam-12372	85	1	(	(	PUNCT
bam-12372	85	2	malignant=95	malignant=95	NOUN
bam-12372	85	3	%	%	NOUN
bam-12372	85	4	,	,	PUNCT
bam-12372	85	5	benign=46%),9	benign=46%),9	PUNCT
bam-12372	85	6	and	and	CCONJ
bam-12372	85	7	mcnicholas	mcnichola	NOUN
bam-12372	85	8	et	et	PROPN
bam-12372	85	9	al	al	PROPN
bam-12372	85	10	.	.	PUNCT
bam-12372	86	1	(	(	PUNCT
bam-12372	86	2	malignant=87	malignant=87	PROPN
bam-12372	86	3	%	%	NOUN
bam-12372	86	4	,	,	PUNCT
bam-12372	86	5	benign=68%).14	benign=68%).14	PROPN
bam-12372	86	6	however	however	ADV
bam-12372	86	7	,	,	PUNCT
bam-12372	86	8	specificity	specificity	NOUN
bam-12372	86	9	and	and	CCONJ
bam-12372	86	10	sensitivity	sensitivity	NOUN
bam-12372	86	11	for	for	ADP
bam-12372	86	12	vascularity	vascularity	NOUN
bam-12372	86	13	detection	detection	NOUN
bam-12372	86	14	in	in	ADP
bam-12372	86	15	malignant	malignant	ADJ
bam-12372	86	16	masses	masse	NOUN
bam-12372	86	17	in	in	ADP
bam-12372	86	18	studies	study	NOUN
bam-12372	86	19	conducted	conduct	VERB
bam-12372	86	20	by	by	ADP
bam-12372	86	21	shobeiri	shobeiri	PROPN
bam-12372	86	22	et	et	PROPN
bam-12372	86	23	al	al	PROPN
bam-12372	86	24	.	.	PUNCT
bam-12372	87	1	(	(	PUNCT
bam-12372	87	2	spe:87	spe:87	NOUN
bam-12372	87	3	%	%	NOUN
bam-12372	87	4	,	,	PUNCT
bam-12372	87	5	sen:63%),11	sen:63%),11	PROPN
bam-12372	87	6	del	del	PROPN
bam-12372	87	7	cura	cura	PROPN
bam-12372	87	8	et	et	PROPN
bam-12372	87	9	al	al	PROPN
bam-12372	87	10	.	.	PUNCT
bam-12372	88	1	(	(	PUNCT
bam-12372	88	2	spe:64	spe:64	PROPN
bam-12372	88	3	%	%	NOUN
bam-12372	88	4	,	,	PUNCT
bam-12372	88	5	sen:68%)15	sen:68%)15	NOUN
bam-12372	88	6	and	and	CCONJ
bam-12372	88	7	ahmadinejad	ahmadinejad	PROPN
bam-12372	88	8	et	et	PROPN
bam-12372	88	9	al	al	PROPN
bam-12372	88	10	.	.	PUNCT
bam-12372	89	1	(	(	PUNCT
bam-12372	89	2	spe:90	spe:90	NOUN
bam-12372	89	3	%	%	NOUN
bam-12372	89	4	,	,	PUNCT
bam-12372	89	5	sen:68%)16	sen:68%)16	PROPN
bam-12372	89	6	are	be	AUX
bam-12372	89	7	not	not	PART
bam-12372	89	8	consistent	consistent	ADJ
bam-12372	89	9	with	with	ADP
bam-12372	89	10	our	our	PRON
bam-12372	89	11	results	result	NOUN
bam-12372	89	12	.	.	PUNCT
bam-12372	90	1	while	while	SCONJ
bam-12372	90	2	many	many	ADJ
bam-12372	90	3	researchers	researcher	NOUN
bam-12372	90	4	have	have	AUX
bam-12372	90	5	tried	try	VERB
bam-12372	90	6	to	to	PART
bam-12372	90	7	differentiate	differentiate	VERB
bam-12372	90	8	malignant	malignant	ADJ
bam-12372	90	9	lesions	lesion	NOUN
bam-12372	90	10	from	from	ADP
bam-12372	90	11	benign	benign	ADJ
bam-12372	90	12	ones	one	NOUN
bam-12372	90	13	by	by	ADP
bam-12372	90	14	using	use	VERB
bam-12372	90	15	blood	blood	NOUN
bam-12372	90	16	flow	flow	NOUN
bam-12372	90	17	in	in	ADP
bam-12372	90	18	the	the	DET
bam-12372	90	19	breast	breast	NOUN
bam-12372	90	20	mass	mass	NOUN
bam-12372	90	21	,	,	PUNCT
bam-12372	90	22	the	the	DET
bam-12372	90	23	results	result	NOUN
bam-12372	90	24	of	of	ADP
bam-12372	90	25	these	these	DET
bam-12372	90	26	studies	study	NOUN
bam-12372	90	27	seem	seem	VERB
bam-12372	90	28	to	to	PART
bam-12372	90	29	be	be	AUX
bam-12372	90	30	controversial	controversial	ADJ
bam-12372	90	31	.	.	PUNCT
bam-12372	91	1	several	several	ADJ
bam-12372	91	2	studies	study	NOUN
bam-12372	91	3	have	have	AUX
bam-12372	91	4	shown	show	VERB
bam-12372	91	5	that	that	SCONJ
bam-12372	91	6	the	the	DET
bam-12372	91	7	color	color	NOUN
bam-12372	91	8	doppler	doppler	NOUN
bam-12372	91	9	signal	signal	NOUN
bam-12372	91	10	is	be	AUX
bam-12372	91	11	not	not	PART
bam-12372	91	12	always	always	ADV
bam-12372	91	13	a	a	DET
bam-12372	91	14	malignant	malignant	ADJ
bam-12372	91	15	feature	feature	NOUN
bam-12372	91	16	.	.	PUNCT
bam-12372	92	1	in	in	ADP
bam-12372	92	2	general	general	ADJ
bam-12372	92	3	,	,	PUNCT
bam-12372	92	4	vascularization	vascularization	NOUN
bam-12372	92	5	increases	increase	NOUN
bam-12372	92	6	in	in	ADP
bam-12372	92	7	high	high	ADJ
bam-12372	92	8	-	-	PUNCT
bam-12372	92	9	grade	grade	NOUN
bam-12372	92	10	malignant	malignant	ADJ
bam-12372	92	11	tumors	tumor	NOUN
bam-12372	92	12	and	and	CCONJ
bam-12372	92	13	high	high	ADJ
bam-12372	92	14	-	-	PUNCT
bam-12372	92	15	cellular	cellular	ADJ
bam-12372	92	16	benign	benign	ADJ
bam-12372	92	17	lesions	lesion	NOUN
bam-12372	92	18	,	,	PUNCT
bam-12372	92	19	because	because	SCONJ
bam-12372	92	20	lowgrade	lowgrade	NOUN
bam-12372	92	21	malignant	malignant	ADJ
bam-12372	92	22	tumors	tumor	NOUN
bam-12372	92	23	may	may	AUX
bam-12372	92	24	not	not	PART
bam-12372	92	25	have	have	VERB
bam-12372	92	26	detectable	detectable	ADJ
bam-12372	92	27	vascularity.9,17	vascularity.9,17	ADJ
bam-12372	92	28	4	4	NUM
bam-12372	92	29	table	table	NOUN
bam-12372	92	30	2	2	NUM
bam-12372	92	31	.	.	PUNCT
bam-12372	92	32	comparison	comparison	NOUN
bam-12372	92	33	of	of	ADP
bam-12372	92	34	mean	mean	ADJ
bam-12372	92	35	and	and	CCONJ
bam-12372	92	36	standard	standard	ADJ
bam-12372	92	37	deviation	deviation	NOUN
bam-12372	92	38	of	of	ADP
bam-12372	92	39	spectral	spectral	ADJ
bam-12372	92	40	doppler	doppler	NOUN
bam-12372	92	41	indices	index	NOUN
bam-12372	92	42	according	accord	VERB
bam-12372	92	43	to	to	ADP
bam-12372	92	44	pathology	pathology	NOUN
bam-12372	92	45	pathology	pathology	PROPN
bam-12372	92	46	ri	ri	PROPN
bam-12372	92	47	pi	pi	PROPN
bam-12372	92	48	psv	psv	PROPN
bam-12372	92	49	at	at	ADP
bam-12372	92	50	benign	benign	ADJ
bam-12372	92	51	0.60±	0.60±	PROPN
bam-12372	92	52	1.05±	1.05±	NUM
bam-12372	92	53	12.79±	12.79±	NUM
bam-12372	92	54	57.90±	57.90±	NUM
bam-12372	92	55	0.08	0.08	NUM
bam-12372	92	56	0.29	0.29	NUM
bam-12372	92	57	10.43	10.43	NUM
bam-12372	92	58	33.22	33.22	NUM
bam-12372	92	59	malignant	malignant	NOUN
bam-12372	92	60	0.74±	0.74±	NOUN
bam-12372	92	61	1.59±	1.59±	NUM
bam-12372	93	1	20.7±	20.7±	NUM
bam-12372	94	1	75.45±	75.45±	NUM
bam-12372	94	2	0.09	0.09	NUM
bam-12372	94	3	0.41	0.41	NUM
bam-12372	94	4	14.10	14.10	NUM
bam-12372	94	5	45.41	45.41	NUM
bam-12372	94	6	overall	overall	ADJ
bam-12372	94	7	0.67±	0.67±	NOUN
bam-12372	94	8	1.33±	1.33±	NUM
bam-12372	94	9	16.88±	16.88±	NUM
bam-12372	94	10	66.97±	66.97±	NUM
bam-12372	94	11	0.11	0.11	NUM
bam-12372	94	12	0.45	0.45	NUM
bam-12372	94	13	13.00	13.00	NUM
bam-12372	94	14	40.63	40.63	NUM
bam-12372	94	15	table	table	NOUN
bam-12372	94	16	3	3	NUM
bam-12372	94	17	.	.	X
bam-12372	94	18	optimal	optimal	ADJ
bam-12372	94	19	cut	cut	NOUN
bam-12372	94	20	-	-	PUNCT
bam-12372	94	21	off	off	ADP
bam-12372	94	22	points	point	NOUN
bam-12372	94	23	of	of	ADP
bam-12372	94	24	spectral	spectral	ADJ
bam-12372	94	25	doppler	doppler	NOUN
bam-12372	94	26	indices	index	NOUN
bam-12372	94	27	and	and	CCONJ
bam-12372	94	28	the	the	DET
bam-12372	94	29	results	result	NOUN
bam-12372	94	30	of	of	ADP
bam-12372	94	31	spectral	spectral	ADJ
bam-12372	94	32	doppler	doppler	NOUN
bam-12372	94	33	ultrasound	ultrasound	NOUN
bam-12372	94	34	diagnostic	diagnostic	ADJ
bam-12372	94	35	value	value	NOUN
bam-12372	94	36	.	.	PUNCT
bam-12372	95	1	variable	variable	ADJ
bam-12372	95	2	auc	auc	NOUN
bam-12372	95	3	specificity	specificity	NOUN
bam-12372	95	4	(	(	PUNCT
bam-12372	95	5	%	%	INTJ
bam-12372	95	6	)	)	PUNCT
bam-12372	95	7	sensitivity	sensitivity	NOUN
bam-12372	95	8	(	(	PUNCT
bam-12372	95	9	%	%	INTJ
bam-12372	95	10	)	)	PUNCT
bam-12372	95	11	cut	cut	NOUN
bam-12372	95	12	-	-	PUNCT
bam-12372	95	13	off	off	ADP
bam-12372	95	14	point	point	NOUN
bam-12372	95	15	p	p	NOUN
bam-12372	95	16	value	value	NOUN
bam-12372	95	17	ri	ri	PROPN
bam-12372	95	18	0.863	0.863	NUM
bam-12372	95	19	83	83	NUM
bam-12372	95	20	84	84	NUM
bam-12372	95	21	0.65	0.65	NUM
bam-12372	95	22	0.00	0.00	NUM
bam-12372	95	23	pi	pi	NOUN
bam-12372	95	24	0.882	0.882	NUM
bam-12372	95	25	86	86	NUM
bam-12372	95	26	84	84	NUM
bam-12372	95	27	1.32	1.32	NUM
bam-12372	95	28	0.00	0.00	NUM
bam-12372	95	29	psv	psv	NOUN
bam-12372	95	30	0.702	0.702	NUM
bam-12372	95	31	62	62	NUM
bam-12372	95	32	68	68	NUM
bam-12372	95	33	12.4	12.4	NUM
bam-12372	95	34	0.00	0.00	NUM
bam-12372	95	35	at	at	ADP
bam-12372	95	36	0.602	0.602	NUM
bam-12372	95	37	65	65	NUM
bam-12372	95	38	55	55	NUM
bam-12372	95	39	70	70	NUM
bam-12372	95	40	0.07	0.07	NUM
bam-12372	95	41	non	non	ADJ
bam-12372	95	42	-co	-co	PROPN
bam-12372	95	43	mmerc	mmerc	PROPN
bam-12372	95	44	ial	ial	PROPN
bam-12372	95	45	us	us	PROPN
bam-12372	96	1	e	e	NOUN
bam-12372	96	2	o	o	NOUN
bam-12372	96	3	nly	nly	ADV
bam-12372	96	4	diagnostic	diagnostic	ADJ
bam-12372	96	5	value	value	NOUN
bam-12372	96	6	of	of	ADP
bam-12372	96	7	doppler	doppler	NOUN
bam-12372	96	8	ultrasound	ultrasound	NOUN
bam-12372	96	9	in	in	ADP
bam-12372	96	10	the	the	DET
bam-12372	96	11	diagnosis	diagnosis	NOUN
bam-12372	96	12	of	of	ADP
bam-12372	96	13	breast	breast	NOUN
bam-12372	96	14	masses	masse	NOUN
bam-12372	96	15	eur	eur	PROPN
bam-12372	96	16	j	j	PROPN
bam-12372	96	17	transl	transl	PROPN
bam-12372	96	18	myol	myol	ADV
bam-12372	96	19	34	34	NUM
bam-12372	96	20	(	(	PUNCT
bam-12372	96	21	2	2	NUM
bam-12372	96	22	)	)	PUNCT
bam-12372	96	23	12372	12372	NUM
bam-12372	96	24	,	,	PUNCT
bam-12372	96	25	2024	2024	NUM
bam-12372	96	26	doi	doi	NOUN
bam-12372	96	27	:	:	PUNCT
bam-12372	96	28	10.4081	10.4081	NUM
bam-12372	96	29	/	/	SYM
bam-12372	96	30	ejtm.2024.12372	ejtm.2024.12372	PROPN
bam-12372	96	31	ahmadinejad	ahmadinejad	PROPN
bam-12372	96	32	et	et	PROPN
bam-12372	96	33	al	al	PROPN
bam-12372	96	34	.	.	PROPN
bam-12372	97	1	also	also	ADV
bam-12372	97	2	states	state	VERB
bam-12372	97	3	that	that	SCONJ
bam-12372	97	4	with	with	ADP
bam-12372	97	5	the	the	DET
bam-12372	97	6	increasing	increase	VERB
bam-12372	97	7	sensitivity	sensitivity	NOUN
bam-12372	97	8	of	of	ADP
bam-12372	97	9	new	new	ADJ
bam-12372	97	10	ultrasound	ultrasound	NOUN
bam-12372	97	11	devices	device	NOUN
bam-12372	97	12	,	,	PUNCT
bam-12372	97	13	the	the	DET
bam-12372	97	14	presence	presence	NOUN
bam-12372	97	15	or	or	CCONJ
bam-12372	97	16	absence	absence	NOUN
bam-12372	97	17	of	of	ADP
bam-12372	97	18	blood	blood	NOUN
bam-12372	97	19	flow	flow	NOUN
bam-12372	97	20	is	be	AUX
bam-12372	97	21	not	not	PART
bam-12372	97	22	enough	enough	ADJ
bam-12372	97	23	to	to	PART
bam-12372	97	24	differentiate	differentiate	VERB
bam-12372	97	25	breast	breast	NOUN
bam-12372	97	26	lesions	lesion	NOUN
bam-12372	97	27	,	,	PUNCT
bam-12372	97	28	and	and	CCONJ
bam-12372	97	29	we	we	PRON
bam-12372	97	30	must	must	AUX
bam-12372	97	31	use	use	VERB
bam-12372	97	32	other	other	ADJ
bam-12372	97	33	indicators	indicator	NOUN
bam-12372	97	34	,	,	PUNCT
bam-12372	97	35	such	such	ADJ
bam-12372	97	36	as	as	ADP
bam-12372	97	37	quantitative	quantitative	ADJ
bam-12372	97	38	doppler	doppler	NOUN
bam-12372	97	39	spectral	spectral	ADJ
bam-12372	97	40	variables	variable	NOUN
bam-12372	97	41	and	and	CCONJ
bam-12372	97	42	b	b	NUM
bam-12372	97	43	mode	mode	NOUN
bam-12372	97	44	findings.16	findings.16	NOUN
bam-12372	97	45	in	in	ADP
bam-12372	97	46	our	our	PRON
bam-12372	97	47	experience	experience	NOUN
bam-12372	97	48	,	,	PUNCT
bam-12372	97	49	excessive	excessive	ADJ
bam-12372	97	50	pressure	pressure	NOUN
bam-12372	97	51	of	of	ADP
bam-12372	97	52	the	the	DET
bam-12372	97	53	probe	probe	NOUN
bam-12372	97	54	during	during	ADP
bam-12372	97	55	ultrasound	ultrasound	ADJ
bam-12372	97	56	examinations	examination	NOUN
bam-12372	97	57	on	on	ADP
bam-12372	97	58	the	the	DET
bam-12372	97	59	breast	breast	NOUN
bam-12372	97	60	tissue	tissue	NOUN
bam-12372	97	61	,	,	PUNCT
bam-12372	97	62	especially	especially	ADV
bam-12372	97	63	in	in	ADP
bam-12372	97	64	superficial	superficial	ADJ
bam-12372	97	65	masses	masse	NOUN
bam-12372	97	66	,	,	PUNCT
bam-12372	97	67	could	could	AUX
bam-12372	97	68	affect	affect	VERB
bam-12372	97	69	the	the	DET
bam-12372	97	70	detection	detection	NOUN
bam-12372	97	71	of	of	ADP
bam-12372	97	72	vascularity	vascularity	NOUN
bam-12372	97	73	of	of	ADP
bam-12372	97	74	the	the	DET
bam-12372	97	75	mass	mass	NOUN
bam-12372	97	76	.	.	PUNCT
bam-12372	98	1	the	the	DET
bam-12372	98	2	patterns	pattern	NOUN
bam-12372	98	3	of	of	ADP
bam-12372	98	4	vascularity	vascularity	NOUN
bam-12372	98	5	(	(	PUNCT
bam-12372	98	6	including	include	VERB
bam-12372	98	7	peripheral	peripheral	ADJ
bam-12372	98	8	,	,	PUNCT
bam-12372	98	9	central	central	ADJ
bam-12372	98	10	,	,	PUNCT
bam-12372	98	11	and	and	CCONJ
bam-12372	98	12	combined	combine	VERB
bam-12372	98	13	)	)	PUNCT
bam-12372	98	14	were	be	AUX
bam-12372	98	15	not	not	PART
bam-12372	98	16	significantly	significantly	ADV
bam-12372	98	17	correlated	correlate	VERB
bam-12372	98	18	with	with	ADP
bam-12372	98	19	pathologic	pathologic	ADJ
bam-12372	98	20	results	result	NOUN
bam-12372	98	21	in	in	ADP
bam-12372	98	22	our	our	PRON
bam-12372	98	23	statistical	statistical	ADJ
bam-12372	98	24	analysis	analysis	NOUN
bam-12372	98	25	.	.	PUNCT
bam-12372	99	1	although	although	SCONJ
bam-12372	99	2	the	the	DET
bam-12372	99	3	central	central	ADJ
bam-12372	99	4	pattern	pattern	NOUN
bam-12372	99	5	was	be	AUX
bam-12372	99	6	seen	see	VERB
bam-12372	99	7	in	in	ADP
bam-12372	99	8	only	only	ADV
bam-12372	99	9	three	three	NUM
bam-12372	99	10	masses	masse	NOUN
bam-12372	99	11	,	,	PUNCT
bam-12372	99	12	all	all	PRON
bam-12372	99	13	of	of	ADP
bam-12372	99	14	which	which	PRON
bam-12372	99	15	were	be	AUX
bam-12372	99	16	malignant	malignant	ADJ
bam-12372	99	17	,	,	PUNCT
bam-12372	99	18	this	this	DET
bam-12372	99	19	number	number	NOUN
bam-12372	99	20	is	be	AUX
bam-12372	99	21	not	not	PART
bam-12372	99	22	statistically	statistically	ADV
bam-12372	99	23	valuable	valuable	ADJ
bam-12372	99	24	.	.	PUNCT
bam-12372	100	1	peripheral	peripheral	ADJ
bam-12372	100	2	and	and	CCONJ
bam-12372	100	3	combined	combined	ADJ
bam-12372	100	4	patterns	pattern	NOUN
bam-12372	100	5	were	be	AUX
bam-12372	100	6	also	also	ADV
bam-12372	100	7	seen	see	VERB
bam-12372	100	8	almost	almost	ADV
bam-12372	100	9	equally	equally	ADV
bam-12372	100	10	in	in	ADP
bam-12372	100	11	malignant	malignant	ADJ
bam-12372	100	12	and	and	CCONJ
bam-12372	100	13	benign	benign	ADJ
bam-12372	100	14	masses	masse	NOUN
bam-12372	100	15	.	.	PUNCT
bam-12372	101	1	these	these	DET
bam-12372	101	2	findings	finding	NOUN
bam-12372	101	3	were	be	AUX
bam-12372	101	4	inconsistent	inconsistent	ADJ
bam-12372	101	5	with	with	ADP
bam-12372	101	6	previous	previous	ADJ
bam-12372	101	7	studies	study	NOUN
bam-12372	101	8	including	include	VERB
bam-12372	101	9	keshavarz	keshavarz	PROPN
bam-12372	101	10	et	et	PROPN
bam-12372	101	11	al	al	PROPN
bam-12372	101	12	.	.	PROPN
bam-12372	101	13	,	,	PUNCT
bam-12372	102	1	kwak	kwak	PROPN
bam-12372	102	2	et	et	PROPN
bam-12372	102	3	al	al	PROPN
bam-12372	102	4	.	.	PROPN
bam-12372	102	5	,	,	PUNCT
bam-12372	102	6	sevensson	sevensson	PROPN
bam-12372	102	7	et	et	PROPN
bam-12372	102	8	al	al	PROPN
bam-12372	102	9	.	.	PROPN
bam-12372	102	10	,	,	PUNCT
bam-12372	102	11	ibrahim	ibrahim	PROPN
bam-12372	102	12	5	5	NUM
bam-12372	102	13	figure	figure	NOUN
bam-12372	102	14	1	1	NUM
bam-12372	102	15	.	.	PUNCT
bam-12372	103	1	roc	roc	PROPN
bam-12372	103	2	curves	curve	NOUN
bam-12372	103	3	of	of	ADP
bam-12372	103	4	ri	ri	PROPN
bam-12372	103	5	,	,	PUNCT
bam-12372	103	6	pi	pi	PROPN
bam-12372	103	7	,	,	PUNCT
bam-12372	103	8	psv	psv	PROPN
bam-12372	103	9	,	,	PUNCT
bam-12372	103	10	at	at	ADP
bam-12372	103	11	variables	variable	NOUN
bam-12372	103	12	.	.	PUNCT
bam-12372	104	1	table	table	NOUN
bam-12372	104	2	4	4	NUM
bam-12372	104	3	.	.	PUNCT
bam-12372	104	4	results	result	NOUN
bam-12372	104	5	of	of	ADP
bam-12372	104	6	diagnostic	diagnostic	ADJ
bam-12372	104	7	value	value	NOUN
bam-12372	104	8	of	of	ADP
bam-12372	104	9	b	b	NOUN
bam-12372	104	10	-	-	PUNCT
bam-12372	104	11	mode	mode	NOUN
bam-12372	104	12	ultrasound	ultrasound	NOUN
bam-12372	104	13	and	and	CCONJ
bam-12372	104	14	color	color	NOUN
bam-12372	104	15	doppler	doppler	NOUN
bam-12372	104	16	to	to	PART
bam-12372	104	17	determine	determine	VERB
bam-12372	104	18	lesion	lesion	NOUN
bam-12372	104	19	malignancy	malignancy	NOUN
bam-12372	104	20	.	.	PUNCT
bam-12372	105	1	variable	variable	ADJ
bam-12372	105	2	auc	auc	NOUN
bam-12372	105	3	specificity	specificity	NOUN
bam-12372	105	4	(	(	PUNCT
bam-12372	105	5	%	%	INTJ
bam-12372	105	6	)	)	PUNCT
bam-12372	105	7	sensitivity	sensitivity	NOUN
bam-12372	105	8	(	(	PUNCT
bam-12372	105	9	%	%	NOUN
bam-12372	105	10	)	)	PUNCT
bam-12372	105	11	p	p	NOUN
bam-12372	105	12	value	value	NOUN
bam-12372	105	13	vascularity	vascularity	NOUN
bam-12372	105	14	0.602	0.602	NUM
bam-12372	105	15	34	34	NUM
bam-12372	105	16	86	86	NUM
bam-12372	105	17	0.12	0.12	NUM
bam-12372	105	18	vascularity	vascularity	NOUN
bam-12372	105	19	pattern	pattern	NOUN
bam-12372	105	20	0.504	0.504	NUM
bam-12372	105	21	55	55	NUM
bam-12372	105	22	61	61	NUM
bam-12372	105	23	0.95	0.95	NUM
bam-12372	105	24	mass	mass	NOUN
bam-12372	105	25	shape	shape	NOUN
bam-12372	105	26	0.754	0.754	NUM
bam-12372	105	27	59	59	NUM
bam-12372	105	28	92	92	NUM
bam-12372	105	29	0.00	0.00	NUM
bam-12372	105	30	mass	mass	ADJ
bam-12372	105	31	margin	margin	NOUN
bam-12372	105	32	0.736	0.736	NUM
bam-12372	105	33	66	66	NUM
bam-12372	105	34	58	58	NUM
bam-12372	105	35	0.00	0.00	NUM
bam-12372	105	36	mass	mass	NOUN
bam-12372	105	37	orientation	orientation	NOUN
bam-12372	105	38	0.721	0.721	NUM
bam-12372	105	39	82	82	NUM
bam-12372	105	40	64	64	NUM
bam-12372	105	41	0.00	0.00	NUM
bam-12372	105	42	posterior	posterior	ADJ
bam-12372	105	43	features	feature	VERB
bam-12372	105	44	0.715	0.715	NOUN
bam-12372	105	45	84	84	NUM
bam-12372	105	46	56	56	NUM
bam-12372	105	47	0.00	0.00	NUM
bam-12372	105	48	non	non	ADJ
bam-12372	105	49	-co	-co	PROPN
bam-12372	105	50	mmerc	mmerc	PROPN
bam-12372	105	51	ial	ial	PROPN
bam-12372	106	1	us	us	PROPN
bam-12372	107	1	e	e	NOUN
bam-12372	107	2	o	o	NOUN
bam-12372	107	3	nly	nly	ADV
bam-12372	107	4	diagnostic	diagnostic	ADJ
bam-12372	107	5	value	value	NOUN
bam-12372	107	6	of	of	ADP
bam-12372	107	7	doppler	doppler	NOUN
bam-12372	107	8	ultrasound	ultrasound	NOUN
bam-12372	107	9	in	in	ADP
bam-12372	107	10	the	the	DET
bam-12372	107	11	diagnosis	diagnosis	NOUN
bam-12372	107	12	of	of	ADP
bam-12372	107	13	breast	breast	NOUN
bam-12372	107	14	masses	masse	NOUN
bam-12372	107	15	eur	eur	PROPN
bam-12372	107	16	j	j	PROPN
bam-12372	107	17	transl	transl	PROPN
bam-12372	107	18	myol	myol	ADV
bam-12372	107	19	34	34	NUM
bam-12372	107	20	(	(	PUNCT
bam-12372	107	21	2	2	NUM
bam-12372	107	22	)	)	PUNCT
bam-12372	107	23	12372	12372	NUM
bam-12372	107	24	,	,	PUNCT
bam-12372	107	25	2024	2024	NUM
bam-12372	107	26	doi	doi	NOUN
bam-12372	107	27	:	:	PUNCT
bam-12372	107	28	10.4081	10.4081	NUM
bam-12372	107	29	/	/	SYM
bam-12372	107	30	ejtm.2024.12372	ejtm.2024.12372	PROPN
bam-12372	107	31	et	et	PROPN
bam-12372	107	32	al	al	PROPN
bam-12372	107	33	.	.	PROPN
bam-12372	107	34	,	,	PUNCT
bam-12372	107	35	and	and	CCONJ
bam-12372	107	36	reza	reza	PROPN
bam-12372	107	37	et	et	PROPN
bam-12372	107	38	al	al	PROPN
bam-12372	107	39	.	.	PROPN
bam-12372	107	40	,9,10,18	,9,10,18	PUNCT
bam-12372	107	41	-	-	PUNCT
bam-12372	107	42	20	20	NUM
bam-12372	107	43	in	in	ADP
bam-12372	107	44	which	which	PRON
bam-12372	107	45	peripheral	peripheral	ADJ
bam-12372	107	46	patterns	pattern	NOUN
bam-12372	107	47	of	of	ADP
bam-12372	107	48	vasculature	vasculature	NOUN
bam-12372	107	49	favored	favor	VERB
bam-12372	107	50	benign	benign	ADJ
bam-12372	107	51	masses	masse	NOUN
bam-12372	107	52	and	and	CCONJ
bam-12372	107	53	central	central	ADJ
bam-12372	107	54	prominent	prominent	ADJ
bam-12372	107	55	vasculature	vasculature	NOUN
bam-12372	107	56	and	and	CCONJ
bam-12372	107	57	penetrating	penetrate	VERB
bam-12372	107	58	vessels	vessel	NOUN
bam-12372	107	59	were	be	AUX
bam-12372	107	60	a	a	DET
bam-12372	107	61	predictor	predictor	NOUN
bam-12372	107	62	of	of	ADP
bam-12372	107	63	malignancy	malignancy	NOUN
bam-12372	107	64	.	.	PUNCT
bam-12372	108	1	in	in	ADP
bam-12372	108	2	the	the	DET
bam-12372	108	3	present	present	ADJ
bam-12372	108	4	study	study	NOUN
bam-12372	108	5	,	,	PUNCT
bam-12372	108	6	the	the	DET
bam-12372	108	7	mean	mean	ADJ
bam-12372	108	8	values	value	NOUN
bam-12372	108	9	of	of	ADP
bam-12372	108	10	ri	ri	PROPN
bam-12372	108	11	,	,	PUNCT
bam-12372	108	12	pi	pi	PROPN
bam-12372	108	13	,	,	PUNCT
bam-12372	108	14	psv	psv	PROPN
bam-12372	108	15	,	,	PUNCT
bam-12372	108	16	and	and	CCONJ
bam-12372	108	17	at	at	ADP
bam-12372	108	18	in	in	ADP
bam-12372	108	19	benign	benign	ADJ
bam-12372	108	20	masses	masse	NOUN
bam-12372	108	21	were	be	AUX
bam-12372	108	22	0.60	0.60	NUM
bam-12372	108	23	,	,	PUNCT
bam-12372	108	24	1.05	1.05	NUM
bam-12372	108	25	,	,	PUNCT
bam-12372	108	26	12.79	12.79	NUM
bam-12372	108	27	,	,	PUNCT
bam-12372	108	28	and	and	CCONJ
bam-12372	108	29	57.90	57.90	NUM
bam-12372	108	30	,	,	PUNCT
bam-12372	108	31	respectively	respectively	ADV
bam-12372	108	32	,	,	PUNCT
bam-12372	108	33	while	while	SCONJ
bam-12372	108	34	in	in	ADP
bam-12372	108	35	malignant	malignant	ADJ
bam-12372	108	36	masses	masse	NOUN
bam-12372	108	37	,	,	PUNCT
bam-12372	108	38	they	they	PRON
bam-12372	108	39	were	be	AUX
bam-12372	108	40	0.74	0.74	NUM
bam-12372	108	41	,	,	PUNCT
bam-12372	108	42	1.59	1.59	NUM
bam-12372	108	43	,	,	PUNCT
bam-12372	108	44	20.70	20.70	NUM
bam-12372	108	45	,	,	PUNCT
bam-12372	108	46	and	and	CCONJ
bam-12372	108	47	75.45	75.45	NUM
bam-12372	108	48	,	,	PUNCT
bam-12372	108	49	respectively	respectively	ADV
bam-12372	108	50	.	.	PUNCT
bam-12372	109	1	the	the	DET
bam-12372	109	2	mean	mean	ADJ
bam-12372	109	3	values	value	NOUN
bam-12372	109	4	of	of	ADP
bam-12372	109	5	all	all	DET
bam-12372	109	6	the	the	DET
bam-12372	109	7	above	above	ADV
bam-12372	109	8	-	-	PUNCT
bam-12372	109	9	mentioned	mention	VERB
bam-12372	109	10	indices	index	NOUN
bam-12372	109	11	were	be	AUX
bam-12372	109	12	much	much	ADV
bam-12372	109	13	higher	high	ADJ
bam-12372	109	14	in	in	ADP
bam-12372	109	15	malignant	malignant	ADJ
bam-12372	109	16	masses	masse	NOUN
bam-12372	109	17	.	.	PUNCT
bam-12372	110	1	this	this	DET
bam-12372	110	2	difference	difference	NOUN
bam-12372	110	3	was	be	AUX
bam-12372	110	4	significant	significant	ADJ
bam-12372	110	5	for	for	ADP
bam-12372	110	6	ri	ri	PROPN
bam-12372	110	7	,	,	PUNCT
bam-12372	110	8	pi	pi	NOUN
bam-12372	110	9	,	,	PUNCT
bam-12372	110	10	and	and	CCONJ
bam-12372	110	11	psv	psv	PROPN
bam-12372	110	12	indices	index	NOUN
bam-12372	110	13	.	.	PUNCT
bam-12372	111	1	spectral	spectral	ADJ
bam-12372	111	2	values	value	NOUN
bam-12372	111	3	are	be	AUX
bam-12372	111	4	comparable	comparable	ADJ
bam-12372	111	5	to	to	ADP
bam-12372	111	6	several	several	ADJ
bam-12372	111	7	previous	previous	ADJ
bam-12372	111	8	studies	study	NOUN
bam-12372	111	9	.	.	PUNCT
bam-12372	112	1	in	in	ADP
bam-12372	112	2	shobeiri	shobeiri	PROPN
bam-12372	112	3	et	et	PROPN
bam-12372	112	4	al	al	PROPN
bam-12372	112	5	,	,	PUNCT
bam-12372	112	6	the	the	DET
bam-12372	112	7	mean	mean	ADJ
bam-12372	112	8	ri	ri	NOUN
bam-12372	112	9	and	and	CCONJ
bam-12372	112	10	psv	psv	PROPN
bam-12372	112	11	in	in	ADP
bam-12372	112	12	benign	benign	ADJ
bam-12372	112	13	masses	masse	NOUN
bam-12372	112	14	were	be	AUX
bam-12372	112	15	0.63	0.63	NUM
bam-12372	112	16	and	and	CCONJ
bam-12372	112	17	4.66	4.66	NUM
bam-12372	112	18	,	,	PUNCT
bam-12372	112	19	respectively	respectively	ADV
bam-12372	112	20	,	,	PUNCT
bam-12372	112	21	while	while	SCONJ
bam-12372	112	22	in	in	ADP
bam-12372	112	23	malignant	malignant	ADJ
bam-12372	112	24	masses	masse	NOUN
bam-12372	112	25	,	,	PUNCT
bam-12372	112	26	they	they	PRON
bam-12372	112	27	were	be	AUX
bam-12372	112	28	0.99	0.99	NUM
bam-12372	112	29	and	and	CCONJ
bam-12372	112	30	11.22	11.22	NUM
bam-12372	112	31	,	,	PUNCT
bam-12372	112	32	respectively.11	respectively.11	VERB
bam-12372	112	33	the	the	DET
bam-12372	112	34	mean	mean	NOUN
bam-12372	112	35	ri	ri	NOUN
bam-12372	112	36	in	in	ADP
bam-12372	112	37	the	the	DET
bam-12372	112	38	davoudi	davoudi	PROPN
bam-12372	112	39	and	and	CCONJ
bam-12372	112	40	sarkar	sarkar	PROPN
bam-12372	112	41	study	study	PROPN
bam-12372	112	42	was	be	AUX
bam-12372	112	43	0.65	0.65	NUM
bam-12372	112	44	and	and	CCONJ
bam-12372	112	45	0.68	0.68	NUM
bam-12372	112	46	in	in	ADP
bam-12372	112	47	benign	benign	NOUN
bam-12372	112	48	and	and	CCONJ
bam-12372	112	49	0.71	0.71	NUM
bam-12372	112	50	and	and	CCONJ
bam-12372	112	51	0.82	0.82	NUM
bam-12372	112	52	in	in	ADP
bam-12372	112	53	malignant	malignant	ADJ
bam-12372	112	54	masses	masse	NOUN
bam-12372	112	55	,	,	PUNCT
bam-12372	112	56	respectively.21,22	respectively.21,22	PROPN
bam-12372	112	57	keshavarz	keshavarz	PROPN
bam-12372	112	58	et	et	PROPN
bam-12372	112	59	al	al	PROPN
bam-12372	112	60	.	.	PROPN
bam-12372	113	1	in	in	ADP
bam-12372	113	2	their	their	PRON
bam-12372	113	3	study	study	NOUN
bam-12372	113	4	expressed	express	VERB
bam-12372	113	5	the	the	DET
bam-12372	113	6	mean	mean	NOUN
bam-12372	113	7	of	of	ADP
bam-12372	113	8	ri	ri	PROPN
bam-12372	113	9	,	,	PUNCT
bam-12372	113	10	pi	pi	NOUN
bam-12372	113	11	,	,	PUNCT
bam-12372	113	12	and	and	CCONJ
bam-12372	113	13	psv	psv	NOUN
bam-12372	113	14	in	in	ADP
bam-12372	113	15	benign	benign	ADJ
bam-12372	113	16	masses	masse	NOUN
bam-12372	113	17	to	to	PART
bam-12372	113	18	be	be	AUX
bam-12372	113	19	0.63	0.63	NUM
bam-12372	113	20	,	,	PUNCT
bam-12372	113	21	0.90	0.90	NUM
bam-12372	113	22	,	,	PUNCT
bam-12372	113	23	and	and	CCONJ
bam-12372	113	24	11.69	11.69	NUM
bam-12372	113	25	,	,	PUNCT
bam-12372	113	26	while	while	SCONJ
bam-12372	113	27	in	in	ADP
bam-12372	113	28	malignant	malignant	ADJ
bam-12372	113	29	masses	masse	NOUN
bam-12372	113	30	,	,	PUNCT
bam-12372	113	31	they	they	PRON
bam-12372	113	32	were	be	AUX
bam-12372	113	33	0.73	0.73	NUM
bam-12372	113	34	,	,	PUNCT
bam-12372	113	35	1.09	1.09	NUM
bam-12372	113	36	,	,	PUNCT
bam-12372	113	37	and	and	CCONJ
bam-12372	113	38	18.9	18.9	NUM
bam-12372	113	39	,	,	PUNCT
bam-12372	113	40	respectively.10	respectively.10	NOUN
bam-12372	113	41	in	in	ADP
bam-12372	113	42	all	all	DET
bam-12372	113	43	studies	study	NOUN
bam-12372	113	44	similar	similar	ADJ
bam-12372	113	45	to	to	ADP
bam-12372	113	46	ours	ours	PRON
bam-12372	113	47	,	,	PUNCT
bam-12372	113	48	the	the	DET
bam-12372	113	49	above	above	ADJ
bam-12372	113	50	variables	variable	NOUN
bam-12372	113	51	were	be	AUX
bam-12372	113	52	remarkably	remarkably	ADV
bam-12372	113	53	associated	associate	VERB
bam-12372	113	54	with	with	ADP
bam-12372	113	55	pathology	pathology	NOUN
bam-12372	113	56	.	.	PUNCT
bam-12372	114	1	although	although	SCONJ
bam-12372	114	2	the	the	DET
bam-12372	114	3	relationship	relationship	NOUN
bam-12372	114	4	of	of	ADP
bam-12372	114	5	the	the	PRON
bam-12372	114	6	at	at	ADP
bam-12372	114	7	index	index	NOUN
bam-12372	114	8	is	be	AUX
bam-12372	114	9	not	not	PART
bam-12372	114	10	significant	significant	ADJ
bam-12372	114	11	,	,	PUNCT
bam-12372	114	12	as	as	SCONJ
bam-12372	114	13	mentioned	mention	VERB
bam-12372	114	14	,	,	PUNCT
bam-12372	114	15	its	its	PRON
bam-12372	114	16	mean	mean	ADJ
bam-12372	114	17	value	value	NOUN
bam-12372	114	18	was	be	AUX
bam-12372	114	19	higher	high	ADJ
bam-12372	114	20	in	in	ADP
bam-12372	114	21	malignant	malignant	ADJ
bam-12372	114	22	masses	masse	NOUN
bam-12372	114	23	.	.	PUNCT
bam-12372	115	1	mesaki	mesaki	PROPN
bam-12372	115	2	and	and	CCONJ
bam-12372	115	3	colleagues	colleague	NOUN
bam-12372	115	4	investigated	investigate	VERB
bam-12372	115	5	the	the	DET
bam-12372	115	6	role	role	NOUN
bam-12372	115	7	of	of	ADP
bam-12372	115	8	at	at	ADP
bam-12372	115	9	in	in	ADP
bam-12372	115	10	this	this	DET
bam-12372	115	11	subject	subject	NOUN
bam-12372	115	12	and	and	CCONJ
bam-12372	115	13	found	find	VERB
bam-12372	115	14	out	out	ADP
bam-12372	115	15	that	that	SCONJ
bam-12372	115	16	it	it	PRON
bam-12372	115	17	was	be	AUX
bam-12372	115	18	significantly	significantly	ADV
bam-12372	115	19	lower	low	ADJ
bam-12372	115	20	in	in	ADP
bam-12372	115	21	benign	benign	ADJ
bam-12372	115	22	lesions	lesion	NOUN
bam-12372	115	23	with	with	ADP
bam-12372	115	24	a	a	DET
bam-12372	115	25	threshold	threshold	NOUN
bam-12372	115	26	of	of	ADP
bam-12372	115	27	14	14	NUM
bam-12372	115	28	ms.23	ms.23	NOUN
bam-12372	115	29	however	however	ADV
bam-12372	115	30	,	,	PUNCT
bam-12372	115	31	in	in	ADP
bam-12372	115	32	our	our	PRON
bam-12372	115	33	study	study	NOUN
bam-12372	115	34	,	,	PUNCT
bam-12372	115	35	no	no	DET
bam-12372	115	36	noteworthy	noteworthy	ADJ
bam-12372	115	37	relationship	relationship	NOUN
bam-12372	115	38	was	be	AUX
bam-12372	115	39	found	find	VERB
bam-12372	115	40	.	.	PUNCT
bam-12372	116	1	in	in	ADP
bam-12372	116	2	evaluating	evaluate	VERB
bam-12372	116	3	the	the	DET
bam-12372	116	4	diagnostic	diagnostic	ADJ
bam-12372	116	5	value	value	NOUN
bam-12372	116	6	of	of	ADP
bam-12372	116	7	spectral	spectral	ADJ
bam-12372	116	8	doppler	doppler	NOUN
bam-12372	116	9	ultrasound	ultrasound	NOUN
bam-12372	116	10	,	,	PUNCT
bam-12372	116	11	the	the	DET
bam-12372	116	12	sensitivity	sensitivity	NOUN
bam-12372	116	13	and	and	CCONJ
bam-12372	116	14	the	the	DET
bam-12372	116	15	specificity	specificity	NOUN
bam-12372	116	16	of	of	ADP
bam-12372	116	17	ri	ri	PROPN
bam-12372	116	18	,	,	PUNCT
bam-12372	116	19	pi	pi	PROPN
bam-12372	116	20	,	,	PUNCT
bam-12372	116	21	psv	psv	PROPN
bam-12372	116	22	and	and	CCONJ
bam-12372	116	23	at	at	ADP
bam-12372	116	24	indices	index	NOUN
bam-12372	116	25	in	in	ADP
bam-12372	116	26	optimal	optimal	ADJ
bam-12372	116	27	cut	cut	NOUN
bam-12372	116	28	-	-	PUNCT
bam-12372	116	29	off	off	ADP
bam-12372	116	30	points	point	NOUN
bam-12372	116	31	are	be	AUX
bam-12372	116	32	(	(	PUNCT
bam-12372	116	33	spe=83	spe=83	ADV
bam-12372	116	34	%	%	NOUN
bam-12372	116	35	sen=84	sen=84	ADJ
bam-12372	116	36	%	%	NOUN
bam-12372	116	37	)	)	PUNCT
bam-12372	116	38	,	,	PUNCT
bam-12372	116	39	(	(	PUNCT
bam-12372	116	40	spe=86	spe=86	NOUN
bam-12372	116	41	%	%	NOUN
bam-12372	116	42	sen=84	sen=84	NOUN
bam-12372	116	43	%	%	NOUN
bam-12372	116	44	)	)	PUNCT
bam-12372	117	1	=)	=)	PROPN
bam-12372	117	2	,	,	PUNCT
bam-12372	117	3	(	(	PUNCT
bam-12372	117	4	spe=62%sen=68	spe=62%sen=68	NOUN
bam-12372	117	5	%	%	NOUN
bam-12372	117	6	)	)	PUNCT
bam-12372	117	7	and	and	CCONJ
bam-12372	117	8	(	(	PUNCT
bam-12372	117	9	spe	spe	PROPN
bam-12372	117	10	=	=	SYM
bam-12372	117	11	65	65	NUM
bam-12372	117	12	%	%	NOUN
bam-12372	117	13	-sen	-sen	NOUN
bam-12372	118	1	=	=	NOUN
bam-12372	118	2	55	55	NUM
bam-12372	118	3	%	%	NOUN
bam-12372	118	4	)	)	PUNCT
bam-12372	118	5	.	.	PUNCT
bam-12372	119	1	the	the	DET
bam-12372	119	2	area	area	NOUN
bam-12372	119	3	under	under	ADP
bam-12372	119	4	the	the	DET
bam-12372	119	5	curve	curve	NOUN
bam-12372	119	6	(	(	PUNCT
bam-12372	119	7	auc	auc	NOUN
bam-12372	119	8	)	)	PUNCT
bam-12372	119	9	was	be	AUX
bam-12372	119	10	0.863	0.863	NUM
bam-12372	119	11	,	,	PUNCT
bam-12372	119	12	0.882	0.882	NUM
bam-12372	119	13	,	,	PUNCT
bam-12372	119	14	0.702	0.702	NUM
bam-12372	119	15	,	,	PUNCT
bam-12372	119	16	and	and	CCONJ
bam-12372	119	17	0.602	0.602	NUM
bam-12372	119	18	,	,	PUNCT
bam-12372	119	19	respectively	respectively	ADV
bam-12372	119	20	,	,	PUNCT
bam-12372	119	21	indicating	indicate	VERB
bam-12372	119	22	the	the	DET
bam-12372	119	23	high	high	ADJ
bam-12372	119	24	and	and	CCONJ
bam-12372	119	25	significant	significant	ADJ
bam-12372	119	26	diagnostic	diagnostic	ADJ
bam-12372	119	27	values	value	NOUN
bam-12372	119	28	of	of	ADP
bam-12372	119	29	ri	ri	PROPN
bam-12372	119	30	,	,	PUNCT
bam-12372	119	31	pi	pi	NOUN
bam-12372	119	32	,	,	PUNCT
bam-12372	119	33	and	and	CCONJ
bam-12372	119	34	psv	psv	PROPN
bam-12372	119	35	in	in	ADP
bam-12372	119	36	predicting	predict	VERB
bam-12372	119	37	breast	breast	NOUN
bam-12372	119	38	mass	mass	NOUN
bam-12372	119	39	malignancy	malignancy	NOUN
bam-12372	119	40	.	.	PUNCT
bam-12372	120	1	in	in	ADP
bam-12372	120	2	the	the	DET
bam-12372	120	3	keshvarz	keshvarz	PROPN
bam-12372	120	4	study	study	NOUN
bam-12372	120	5	,	,	PUNCT
bam-12372	120	6	the	the	DET
bam-12372	120	7	optimal	optimal	ADJ
bam-12372	120	8	cutoff	cutoff	NOUN
bam-12372	120	9	points	point	NOUN
bam-12372	120	10	for	for	ADP
bam-12372	120	11	ri	ri	PROPN
bam-12372	120	12	,	,	PUNCT
bam-12372	120	13	pi	pi	NOUN
bam-12372	120	14	,	,	PUNCT
bam-12372	120	15	and	and	CCONJ
bam-12372	120	16	psv	psv	PROPN
bam-12372	120	17	were	be	AUX
bam-12372	120	18	0.68	0.68	NUM
bam-12372	120	19	,	,	PUNCT
bam-12372	120	20	0.93	0.93	NUM
bam-12372	120	21	,	,	PUNCT
bam-12372	120	22	and	and	CCONJ
bam-12372	120	23	12.5	12.5	NUM
bam-12372	120	24	,	,	PUNCT
bam-12372	120	25	respectively	respectively	ADV
bam-12372	120	26	.	.	PUNCT
bam-12372	121	1	sensitivity	sensitivity	NOUN
bam-12372	121	2	,	,	PUNCT
bam-12372	121	3	specificity	specificity	NOUN
bam-12372	121	4	,	,	PUNCT
bam-12372	121	5	and	and	CCONJ
bam-12372	121	6	auc	auc	NOUN
bam-12372	121	7	of	of	ADP
bam-12372	121	8	the	the	DET
bam-12372	121	9	above	above	ADJ
bam-12372	121	10	three	three	NUM
bam-12372	121	11	indicators	indicator	NOUN
bam-12372	121	12	were	be	AUX
bam-12372	121	13	also	also	ADV
bam-12372	121	14	remarkable	remarkable	ADJ
bam-12372	121	15	in	in	ADP
bam-12372	121	16	his	his	PRON
bam-12372	121	17	study.10	study.10	NOUN
bam-12372	121	18	in	in	ADP
bam-12372	121	19	the	the	DET
bam-12372	121	20	shobeiri	shobeiri	PROPN
bam-12372	121	21	study	study	NOUN
bam-12372	121	22	,	,	PUNCT
bam-12372	121	23	the	the	DET
bam-12372	121	24	cut	cut	VERB
bam-12372	121	25	-	-	PUNCT
bam-12372	121	26	off	off	ADP
bam-12372	121	27	points	point	NOUN
bam-12372	121	28	for	for	ADP
bam-12372	121	29	ri	ri	PROPN
bam-12372	121	30	,	,	PUNCT
bam-12372	121	31	psv	psv	PROPN
bam-12372	121	32	,	,	PUNCT
bam-12372	121	33	and	and	CCONJ
bam-12372	121	34	edv	edv	NOUN
bam-12372	121	35	were	be	AUX
bam-12372	121	36	0.7	0.7	NUM
bam-12372	121	37	,	,	PUNCT
bam-12372	121	38	20	20	NUM
bam-12372	121	39	,	,	PUNCT
bam-12372	121	40	and	and	CCONJ
bam-12372	121	41	3	3	NUM
bam-12372	121	42	,	,	PUNCT
bam-12372	121	43	respectively	respectively	ADV
bam-12372	121	44	.	.	PUNCT
bam-12372	122	1	the	the	DET
bam-12372	122	2	sensitivity	sensitivity	NOUN
bam-12372	122	3	and	and	CCONJ
bam-12372	122	4	the	the	DET
bam-12372	122	5	specificity	specificity	NOUN
bam-12372	122	6	of	of	ADP
bam-12372	122	7	ri	ri	NOUN
bam-12372	122	8	in	in	ADP
bam-12372	122	9	their	their	PRON
bam-12372	122	10	study	study	NOUN
bam-12372	122	11	were	be	AUX
bam-12372	122	12	both	both	PRON
bam-12372	122	13	100	100	NUM
bam-12372	122	14	%	%	NOUN
bam-12372	122	15	.	.	PUNCT
bam-12372	123	1	psv	psv	PROPN
bam-12372	123	2	sensitivity	sensitivity	NOUN
bam-12372	123	3	was	be	AUX
bam-12372	123	4	21	21	NUM
bam-12372	123	5	%	%	NOUN
bam-12372	123	6	and	and	CCONJ
bam-12372	123	7	specificity	specificity	NOUN
bam-12372	123	8	was	be	AUX
bam-12372	123	9	100%.11	100%.11	NUM
bam-12372	123	10	in	in	ADP
bam-12372	123	11	the	the	DET
bam-12372	123	12	del	del	PROPN
bam-12372	123	13	cura	cura	PROPN
bam-12372	123	14	study	study	PROPN
bam-12372	123	15	,	,	PUNCT
bam-12372	124	1	ri	ri	PROPN
bam-12372	124	2	greater	great	ADJ
bam-12372	124	3	than	than	ADP
bam-12372	124	4	1	1	NUM
bam-12372	124	5	and	and	CCONJ
bam-12372	124	6	pi	pi	NOUN
bam-12372	124	7	greater	great	ADJ
bam-12372	124	8	than	than	ADP
bam-12372	124	9	4	4	NUM
bam-12372	124	10	were	be	AUX
bam-12372	124	11	both	both	PRON
bam-12372	124	12	99	99	NUM
bam-12372	124	13	%	%	NOUN
bam-12372	124	14	sensitive	sensitive	ADJ
bam-12372	124	15	with	with	ADP
bam-12372	124	16	less	less	ADJ
bam-12372	124	17	than	than	ADP
bam-12372	124	18	15	15	NUM
bam-12372	124	19	%	%	NOUN
bam-12372	124	20	specificity	specificity	NOUN
bam-12372	124	21	in	in	ADP
bam-12372	124	22	favor	favor	NOUN
bam-12372	124	23	of	of	ADP
bam-12372	124	24	malignancy	malignancy	NOUN
bam-12372	124	25	,	,	PUNCT
bam-12372	124	26	regardless	regardless	ADV
bam-12372	124	27	of	of	ADP
bam-12372	124	28	other	other	ADJ
bam-12372	124	29	ultrasound	ultrasound	NOUN
bam-12372	124	30	grayscale	grayscale	NOUN
bam-12372	124	31	findings.15	findings.15	NOUN
bam-12372	124	32	in	in	ADP
bam-12372	124	33	other	other	ADJ
bam-12372	124	34	studies	study	NOUN
bam-12372	124	35	,	,	PUNCT
bam-12372	124	36	stanzani	stanzani	PROPN
bam-12372	124	37	(	(	PUNCT
bam-12372	124	38	ri	ri	X
bam-12372	124	39	greater	great	ADJ
bam-12372	124	40	than	than	ADP
bam-12372	124	41	0.73	0.73	NUM
bam-12372	124	42	)	)	PUNCT
bam-12372	124	43	,	,	PUNCT
bam-12372	124	44	lee	lee	PROPN
bam-12372	124	45	(	(	PUNCT
bam-12372	124	46	ri	ri	INTJ
bam-12372	124	47	greater	great	ADJ
bam-12372	124	48	than	than	ADP
bam-12372	124	49	0.78	0.78	NUM
bam-12372	124	50	)	)	PUNCT
bam-12372	124	51	,	,	PUNCT
bam-12372	124	52	and	and	CCONJ
bam-12372	124	53	fux	fux	PROPN
bam-12372	124	54	(	(	PUNCT
bam-12372	124	55	ri	ri	INTJ
bam-12372	124	56	greater	great	ADJ
bam-12372	124	57	than	than	ADP
bam-12372	124	58	0.70)24	0.70)24	NUM
bam-12372	124	59	-	-	SYM
bam-12372	124	60	26	26	NUM
bam-12372	124	61	were	be	AUX
bam-12372	124	62	predictors	predictor	NOUN
bam-12372	124	63	of	of	ADP
bam-12372	124	64	malignancy	malignancy	NOUN
bam-12372	124	65	.	.	PUNCT
bam-12372	125	1	in	in	ADP
bam-12372	125	2	choi	choi	NOUN
bam-12372	125	3	’s	’s	PART
bam-12372	125	4	study	study	NOUN
bam-12372	125	5	,	,	PUNCT
bam-12372	125	6	ris	ris	X
bam-12372	125	7	above	above	ADP
bam-12372	125	8	0.70	0.70	NUM
bam-12372	125	9	with	with	ADP
bam-12372	125	10	sensitivity	sensitivity	NOUN
bam-12372	125	11	and	and	CCONJ
bam-12372	125	12	specificity	specificity	NOUN
bam-12372	125	13	of	of	ADP
bam-12372	125	14	80.9	80.9	NUM
bam-12372	125	15	%	%	NOUN
bam-12372	125	16	and	and	CCONJ
bam-12372	125	17	89.1	89.1	NUM
bam-12372	125	18	%	%	NOUN
bam-12372	125	19	were	be	AUX
bam-12372	125	20	in	in	ADP
bam-12372	125	21	favor	favor	NOUN
bam-12372	125	22	of	of	ADP
bam-12372	125	23	malignancy	malignancy	NOUN
bam-12372	125	24	,	,	PUNCT
bam-12372	125	25	respectively.27	respectively.27	PROPN
bam-12372	125	26	in	in	ADP
bam-12372	125	27	the	the	DET
bam-12372	125	28	parveen	parveen	PROPN
bam-12372	125	29	study	study	PROPN
bam-12372	125	30	,	,	PUNCT
bam-12372	125	31	ri	ri	PROPN
bam-12372	125	32	criteria	criterion	NOUN
bam-12372	125	33	above	above	ADP
bam-12372	125	34	0.70	0.70	NUM
bam-12372	125	35	had	have	VERB
bam-12372	125	36	sensitivity	sensitivity	NOUN
bam-12372	125	37	and	and	CCONJ
bam-12372	125	38	specificity	specificity	NOUN
bam-12372	125	39	of	of	ADP
bam-12372	125	40	92.4	92.4	NUM
bam-12372	125	41	%	%	NOUN
bam-12372	125	42	and	and	CCONJ
bam-12372	125	43	88.7	88.7	NUM
bam-12372	125	44	%	%	NOUN
bam-12372	125	45	,	,	PUNCT
bam-12372	125	46	respectively.28	respectively.28	NOUN
bam-12372	125	47	in	in	ADP
bam-12372	125	48	schmillevitch	schmillevitch	PROPN
bam-12372	125	49	’s	’s	PART
bam-12372	125	50	study	study	NOUN
bam-12372	125	51	,	,	PUNCT
bam-12372	125	52	ri	ri	PROPN
bam-12372	125	53	above	above	ADP
bam-12372	125	54	0.69	0.69	NUM
bam-12372	125	55	had	have	VERB
bam-12372	125	56	a	a	DET
bam-12372	125	57	sensitivity	sensitivity	NOUN
bam-12372	125	58	of	of	ADP
bam-12372	125	59	84	84	NUM
bam-12372	125	60	%	%	NOUN
bam-12372	125	61	and	and	CCONJ
bam-12372	125	62	a	a	DET
bam-12372	125	63	specificity	specificity	NOUN
bam-12372	125	64	of	of	ADP
bam-12372	125	65	88	88	NUM
bam-12372	125	66	%	%	NOUN
bam-12372	125	67	in	in	ADP
bam-12372	125	68	predicting	predict	VERB
bam-12372	125	69	malignancy.29	malignancy.29	NOUN
bam-12372	125	70	the	the	DET
bam-12372	125	71	difference	difference	NOUN
bam-12372	125	72	between	between	ADP
bam-12372	125	73	cut	cut	VERB
bam-12372	125	74	-	-	PUNCT
bam-12372	125	75	off	off	ADP
bam-12372	125	76	points	point	NOUN
bam-12372	125	77	and	and	CCONJ
bam-12372	125	78	sensitivity	sensitivity	NOUN
bam-12372	125	79	and	and	CCONJ
bam-12372	125	80	specificity	specificity	NOUN
bam-12372	125	81	in	in	ADP
bam-12372	125	82	different	different	ADJ
bam-12372	125	83	studies	study	NOUN
bam-12372	125	84	can	can	AUX
bam-12372	125	85	be	be	AUX
bam-12372	125	86	due	due	ADJ
bam-12372	125	87	to	to	ADP
bam-12372	125	88	the	the	DET
bam-12372	125	89	type	type	NOUN
bam-12372	125	90	of	of	ADP
bam-12372	125	91	tumor	tumor	NOUN
bam-12372	125	92	behavior	behavior	NOUN
bam-12372	125	93	,	,	PUNCT
bam-12372	125	94	grade	grade	NOUN
bam-12372	125	95	,	,	PUNCT
bam-12372	125	96	and	and	CCONJ
bam-12372	125	97	subtype	subtype	NOUN
bam-12372	125	98	of	of	ADP
bam-12372	125	99	malignancy	malignancy	NOUN
bam-12372	125	100	based	base	VERB
bam-12372	125	101	on	on	ADP
bam-12372	125	102	pathology	pathology	NOUN
bam-12372	125	103	,	,	PUNCT
bam-12372	125	104	which	which	PRON
bam-12372	125	105	can	can	AUX
bam-12372	125	106	affect	affect	VERB
bam-12372	125	107	the	the	DET
bam-12372	125	108	pattern	pattern	NOUN
bam-12372	125	109	of	of	ADP
bam-12372	125	110	vascularity.21	vascularity.21	NOUN
bam-12372	125	111	further	further	ADJ
bam-12372	125	112	studies	study	NOUN
bam-12372	125	113	can	can	AUX
bam-12372	125	114	be	be	AUX
bam-12372	125	115	performed	perform	VERB
bam-12372	125	116	by	by	ADP
bam-12372	125	117	pathologic	pathologic	ADJ
bam-12372	125	118	subtypes	subtype	NOUN
bam-12372	125	119	and	and	CCONJ
bam-12372	125	120	grade	grade	NOUN
bam-12372	125	121	.	.	PUNCT
bam-12372	126	1	also	also	ADV
bam-12372	126	2	,	,	PUNCT
bam-12372	126	3	studies	study	NOUN
bam-12372	126	4	with	with	ADP
bam-12372	126	5	a	a	DET
bam-12372	126	6	higher	high	ADJ
bam-12372	126	7	statistical	statistical	ADJ
bam-12372	126	8	population	population	NOUN
bam-12372	126	9	can	can	AUX
bam-12372	126	10	help	help	VERB
bam-12372	126	11	improve	improve	VERB
bam-12372	126	12	the	the	DET
bam-12372	126	13	results	result	NOUN
bam-12372	126	14	.	.	PUNCT
bam-12372	127	1	conclusions	conclusion	NOUN
bam-12372	127	2	this	this	DET
bam-12372	127	3	study	study	NOUN
bam-12372	127	4	was	be	AUX
bam-12372	127	5	performed	perform	VERB
bam-12372	127	6	to	to	PART
bam-12372	127	7	confirm	confirm	VERB
bam-12372	127	8	the	the	DET
bam-12372	127	9	high	high	ADJ
bam-12372	127	10	sensitivity	sensitivity	NOUN
bam-12372	127	11	and	and	CCONJ
bam-12372	127	12	specificity	specificity	NOUN
bam-12372	127	13	of	of	ADP
bam-12372	127	14	doppler	doppler	NOUN
bam-12372	127	15	ultrasound	ultrasound	NOUN
bam-12372	127	16	indices	index	NOUN
bam-12372	127	17	,	,	PUNCT
bam-12372	127	18	to	to	PART
bam-12372	127	19	prevent	prevent	VERB
bam-12372	127	20	the	the	DET
bam-12372	127	21	inevitable	inevitable	ADJ
bam-12372	127	22	complications	complication	NOUN
bam-12372	127	23	of	of	ADP
bam-12372	127	24	breast	breast	NOUN
bam-12372	127	25	cancer	cancer	NOUN
bam-12372	127	26	with	with	ADP
bam-12372	127	27	a	a	DET
bam-12372	127	28	quick	quick	ADJ
bam-12372	127	29	and	and	CCONJ
bam-12372	127	30	timely	timely	ADJ
bam-12372	127	31	diagnosis	diagnosis	NOUN
bam-12372	127	32	.	.	PUNCT
bam-12372	128	1	doppler	doppler	NOUN
bam-12372	128	2	ultrasound	ultrasound	NOUN
bam-12372	128	3	will	will	AUX
bam-12372	128	4	also	also	ADV
bam-12372	128	5	increase	increase	VERB
bam-12372	128	6	the	the	DET
bam-12372	128	7	reliability	reliability	NOUN
bam-12372	128	8	of	of	ADP
bam-12372	128	9	patients	patient	NOUN
bam-12372	128	10	’	'	PUNCT
bam-12372	128	11	follow	follow	NOUN
bam-12372	128	12	-	-	PUNCT
bam-12372	128	13	ups	up	NOUN
bam-12372	128	14	and	and	CCONJ
bam-12372	128	15	reduce	reduce	VERB
bam-12372	128	16	the	the	DET
bam-12372	128	17	number	number	NOUN
bam-12372	128	18	of	of	ADP
bam-12372	128	19	preoperative	preoperative	ADJ
bam-12372	128	20	biopsies	biopsy	NOUN
bam-12372	128	21	.	.	PUNCT
bam-12372	129	1	although	although	SCONJ
bam-12372	129	2	the	the	DET
bam-12372	129	3	standard	standard	ADJ
bam-12372	129	4	method	method	NOUN
bam-12372	129	5	for	for	ADP
bam-12372	129	6	differentiating	differentiate	VERB
bam-12372	129	7	benign	benign	ADJ
bam-12372	129	8	and	and	CCONJ
bam-12372	129	9	malignant	malignant	ADJ
bam-12372	129	10	breast	breast	NOUN
bam-12372	129	11	lesions	lesion	NOUN
bam-12372	129	12	is	be	AUX
bam-12372	129	13	an	an	DET
bam-12372	129	14	excisional	excisional	ADJ
bam-12372	129	15	biopsy	biopsy	NOUN
bam-12372	129	16	,	,	PUNCT
bam-12372	129	17	less	less	ADV
bam-12372	129	18	invasive	invasive	ADJ
bam-12372	129	19	diagnostic	diagnostic	ADJ
bam-12372	129	20	methods	method	NOUN
bam-12372	129	21	are	be	AUX
bam-12372	129	22	necessary	necessary	ADJ
bam-12372	129	23	to	to	PART
bam-12372	129	24	reduce	reduce	VERB
bam-12372	129	25	the	the	DET
bam-12372	129	26	number	number	NOUN
bam-12372	129	27	of	of	ADP
bam-12372	129	28	biopsies	biopsy	NOUN
bam-12372	129	29	reduce	reduce	VERB
bam-12372	129	30	patient	patient	ADJ
bam-12372	129	31	anxiety	anxiety	NOUN
bam-12372	129	32	,	,	PUNCT
bam-12372	129	33	and	and	CCONJ
bam-12372	129	34	lower	low	ADJ
bam-12372	129	35	costs	cost	NOUN
bam-12372	129	36	.	.	PUNCT
bam-12372	130	1	list	list	NOUN
bam-12372	130	2	of	of	ADP
bam-12372	130	3	abbreviations	abbreviation	NOUN
bam-12372	130	4	ri	ri	PROPN
bam-12372	130	5	:	:	PUNCT
bam-12372	130	6	resistive	resistive	ADJ
bam-12372	130	7	index	index	NOUN
bam-12372	130	8	pi	pi	NOUN
bam-12372	130	9	:	:	PUNCT
bam-12372	130	10	pulsatility	pulsatility	NOUN
bam-12372	130	11	index	index	PROPN
bam-12372	130	12	psv	psv	PROPN
bam-12372	130	13	:	:	PUNCT
bam-12372	130	14	peak	peak	VERB
bam-12372	130	15	systolic	systolic	ADJ
bam-12372	130	16	velocity	velocity	NOUN
bam-12372	130	17	edv	edv	NOUN
bam-12372	130	18	:	:	PUNCT
bam-12372	130	19	end	end	VERB
bam-12372	130	20	diastolic	diastolic	ADJ
bam-12372	130	21	velocity	velocity	NOUN
bam-12372	130	22	at	at	ADP
bam-12372	130	23	:	:	PUNCT
bam-12372	130	24	acceleration	acceleration	NOUN
bam-12372	130	25	time	time	NOUN
bam-12372	130	26	sen	sen	PROPN
bam-12372	130	27	:	:	PUNCT
bam-12372	130	28	sensitivity	sensitivity	NOUN
bam-12372	130	29	spe	spe	NOUN
bam-12372	130	30	:	:	PUNCT
bam-12372	130	31	specificity	specificity	NOUN
bam-12372	130	32	us	we	PRON
bam-12372	130	33	:	:	PUNCT
bam-12372	130	34	ultrasound	ultrasound	NOUN
bam-12372	130	35	auc	auc	NOUN
bam-12372	130	36	:	:	PUNCT
bam-12372	130	37	area	area	NOUN
bam-12372	130	38	under	under	ADP
bam-12372	130	39	the	the	DET
bam-12372	130	40	curve	curve	NOUN
bam-12372	130	41	roc	roc	PROPN
bam-12372	130	42	:	:	PUNCT
bam-12372	130	43	receiver	receiver	ADJ
bam-12372	130	44	operating	operate	VERB
bam-12372	130	45	characteristics	characteristic	NOUN
bam-12372	130	46	conflict	conflict	NOUN
bam-12372	130	47	of	of	ADP
bam-12372	130	48	interest	interest	NOUN
bam-12372	130	49	the	the	DET
bam-12372	130	50	authors	author	NOUN
bam-12372	130	51	declare	declare	VERB
bam-12372	130	52	no	no	DET
bam-12372	130	53	potential	potential	ADJ
bam-12372	130	54	conflict	conflict	NOUN
bam-12372	130	55	of	of	ADP
bam-12372	130	56	interest	interest	NOUN
bam-12372	130	57	,	,	PUNCT
bam-12372	130	58	and	and	CCONJ
bam-12372	130	59	all	all	DET
bam-12372	130	60	authors	author	NOUN
bam-12372	130	61	confirm	confirm	VERB
bam-12372	130	62	accuracy	accuracy	NOUN
bam-12372	130	63	.	.	PUNCT
bam-12372	131	1	ethics	ethic	NOUN
bam-12372	131	2	approval	approval	VERB
bam-12372	131	3	the	the	DET
bam-12372	131	4	ethics	ethic	NOUN
bam-12372	131	5	committee	committee	PROPN
bam-12372	131	6	of	of	ADP
bam-12372	131	7	iran	iran	PROPN
bam-12372	131	8	university	university	PROPN
bam-12372	131	9	of	of	ADP
bam-12372	131	10	medical	medical	PROPN
bam-12372	131	11	sciences	science	NOUN
bam-12372	131	12	(	(	PUNCT
bam-12372	131	13	iums)approved	iums)approve	VERB
bam-12372	131	14	this	this	DET
bam-12372	131	15	study	study	NOUN
bam-12372	131	16	(	(	PUNCT
bam-12372	131	17	ir.iums.fmd.rec.1398.367	ir.iums.fmd.rec.1398.367	PROPN
bam-12372	131	18	)	)	PUNCT
bam-12372	131	19	.	.	PUNCT
bam-12372	132	1	the	the	DET
bam-12372	132	2	study	study	NOUN
bam-12372	132	3	conforms	conform	VERB
bam-12372	132	4	with	with	ADP
bam-12372	132	5	the	the	DET
bam-12372	132	6	helsinki	helsinki	PROPN
bam-12372	132	7	declaration	declaration	NOUN
bam-12372	132	8	of	of	ADP
bam-12372	132	9	1964	1964	NUM
bam-12372	132	10	,	,	PUNCT
bam-12372	132	11	as	as	SCONJ
bam-12372	132	12	revised	revise	VERB
bam-12372	132	13	in	in	ADP
bam-12372	132	14	2013	2013	NUM
bam-12372	132	15	,	,	PUNCT
bam-12372	132	16	concerning	concern	VERB
bam-12372	132	17	human	human	ADJ
bam-12372	132	18	and	and	CCONJ
bam-12372	132	19	animal	animal	NOUN
bam-12372	132	20	rights	right	NOUN
bam-12372	132	21	.	.	PUNCT
bam-12372	133	1	informed	inform	VERB
bam-12372	133	2	consent	consent	NOUN
bam-12372	133	3	all	all	DET
bam-12372	133	4	patients	patient	NOUN
bam-12372	133	5	participating	participate	VERB
bam-12372	133	6	in	in	ADP
bam-12372	133	7	this	this	DET
bam-12372	133	8	study	study	NOUN
bam-12372	133	9	signed	sign	VERB
bam-12372	133	10	a	a	DET
bam-12372	133	11	written	write	VERB
bam-12372	133	12	informed	inform	VERB
bam-12372	133	13	consent	consent	NOUN
bam-12372	133	14	form	form	NOUN
bam-12372	133	15	for	for	ADP
bam-12372	133	16	participating	participate	VERB
bam-12372	133	17	in	in	ADP
bam-12372	133	18	this	this	DET
bam-12372	133	19	study	study	NOUN
bam-12372	133	20	.	.	PUNCT
bam-12372	134	1	patient	patient	ADJ
bam-12372	134	2	consent	consent	NOUN
bam-12372	134	3	for	for	ADP
bam-12372	134	4	publication	publication	NOUN
bam-12372	134	5	written	write	VERB
bam-12372	134	6	informed	inform	VERB
bam-12372	134	7	consent	consent	NOUN
bam-12372	134	8	was	be	AUX
bam-12372	134	9	obtained	obtain	VERB
bam-12372	134	10	from	from	ADP
bam-12372	134	11	a	a	DET
bam-12372	134	12	legally	legally	ADV
bam-12372	134	13	authorized	authorize	VERB
bam-12372	134	14	representative(s	representative(s	NOUN
bam-12372	134	15	)	)	PUNCT
bam-12372	134	16	for	for	ADP
bam-12372	134	17	anonymized	anonymize	VERB
bam-12372	134	18	patient	patient	ADJ
bam-12372	134	19	information	information	NOUN
bam-12372	134	20	to	to	PART
bam-12372	134	21	be	be	AUX
bam-12372	134	22	published	publish	VERB
bam-12372	134	23	in	in	ADP
bam-12372	134	24	this	this	DET
bam-12372	134	25	article	article	NOUN
bam-12372	134	26	.	.	PUNCT
bam-12372	135	1	availability	availability	NOUN
bam-12372	135	2	of	of	ADP
bam-12372	135	3	data	datum	NOUN
bam-12372	135	4	and	and	CCONJ
bam-12372	135	5	materials	material	NOUN
bam-12372	135	6	all	all	DET
bam-12372	135	7	data	datum	NOUN
bam-12372	135	8	generated	generate	VERB
bam-12372	135	9	or	or	CCONJ
bam-12372	135	10	analyzed	analyze	VERB
bam-12372	135	11	during	during	ADP
bam-12372	135	12	this	this	DET
bam-12372	135	13	study	study	NOUN
bam-12372	135	14	are	be	AUX
bam-12372	135	15	included	include	VERB
bam-12372	135	16	in	in	ADP
bam-12372	135	17	this	this	DET
bam-12372	135	18	published	publish	VERB
bam-12372	135	19	article	article	NOUN
bam-12372	135	20	.	.	PUNCT
bam-12372	136	1	corrisponding	corrisponde	VERB
bam-12372	136	2	author	author	NOUN
bam-12372	136	3	zeinab	zeinab	PROPN
bam-12372	136	4	safarpour	safarpour	PROPN
bam-12372	136	5	lima	lima	PROPN
bam-12372	136	6	,	,	PUNCT
bam-12372	136	7	department	department	NOUN
bam-12372	136	8	of	of	ADP
bam-12372	136	9	radiology	radiology	NOUN
bam-12372	136	10	,	,	PUNCT
bam-12372	136	11	school	school	NOUN
bam-12372	136	12	of	of	ADP
bam-12372	136	13	medicine	medicine	NOUN
bam-12372	136	14	,	,	PUNCT
bam-12372	136	15	iran	iran	PROPN
bam-12372	136	16	university	university	PROPN
bam-12372	136	17	of	of	ADP
bam-12372	136	18	medical	medical	PROPN
bam-12372	136	19	sciences	sciences	PROPN
bam-12372	136	20	(	(	PUNCT
bam-12372	136	21	iums	ium	NOUN
bam-12372	136	22	)	)	PUNCT
bam-12372	136	23	,	,	PUNCT
bam-12372	136	24	tehran	tehran	PROPN
bam-12372	136	25	,	,	PUNCT
bam-12372	136	26	iran	iran	PROPN
bam-12372	136	27	.	.	PUNCT
bam-12372	137	1	orcid	orcid	NOUN
bam-12372	138	1	i	i	PRON
bam-12372	138	2	d	d	NOUN
bam-12372	138	3	:	:	PUNCT
bam-12372	138	4	0000	0000	NUM
bam-12372	138	5	-	-	PUNCT
bam-12372	138	6	0002	0002	NUM
bam-12372	138	7	-	-	PUNCT
bam-12372	138	8	7614	7614	NUM
bam-12372	138	9	-	-	SYM
bam-12372	138	10	3839	3839	NUM
bam-12372	138	11	e	e	NOUN
bam-12372	138	12	-	-	NOUN
bam-12372	138	13	mail	mail	NOUN
bam-12372	138	14	:	:	PUNCT
bam-12372	139	1	drsafarpourlima@gmail.com	drsafarpourlima@gmail.com	NOUN
bam-12372	139	2	6	6	NUM
bam-12372	139	3	non	non	ADJ
bam-12372	139	4	-co	-co	PROPN
bam-12372	139	5	mmerc	mmerc	PROPN
bam-12372	139	6	ial	ial	PROPN
bam-12372	139	7	us	us	PROPN
bam-12372	140	1	e	e	NOUN
bam-12372	140	2	o	o	NOUN
bam-12372	140	3	nly	nly	ADV
bam-12372	140	4	diagnostic	diagnostic	ADJ
bam-12372	140	5	value	value	NOUN
bam-12372	140	6	of	of	ADP
bam-12372	140	7	doppler	doppler	NOUN
bam-12372	140	8	ultrasound	ultrasound	NOUN
bam-12372	140	9	in	in	ADP
bam-12372	140	10	the	the	DET
bam-12372	140	11	diagnosis	diagnosis	NOUN
bam-12372	140	12	of	of	ADP
bam-12372	140	13	breast	breast	NOUN
bam-12372	140	14	masses	masse	NOUN
bam-12372	140	15	eur	eur	PROPN
bam-12372	140	16	j	j	PROPN
bam-12372	140	17	transl	transl	PROPN
bam-12372	140	18	myol	myol	ADV
bam-12372	140	19	34	34	NUM
bam-12372	140	20	(	(	PUNCT
bam-12372	140	21	2	2	NUM
bam-12372	140	22	)	)	PUNCT
bam-12372	140	23	12372	12372	NUM
bam-12372	140	24	,	,	PUNCT
bam-12372	140	25	2024	2024	NUM
bam-12372	140	26	doi	doi	NOUN
bam-12372	140	27	:	:	PUNCT
bam-12372	140	28	10.4081	10.4081	NUM
bam-12372	140	29	/	/	SYM
bam-12372	140	30	ejtm.2024.12372	ejtm.2024.12372	PROPN
bam-12372	140	31	bahareh	bahareh	NOUN
bam-12372	140	32	mehdikhani	mehdikhani	NOUN
bam-12372	140	33	orcid	orcid	PROPN
bam-12372	141	1	i	i	PRON
bam-12372	141	2	d	d	NOUN
bam-12372	141	3	:	:	PUNCT
bam-12372	141	4	0000	0000	NUM
bam-12372	141	5	-	-	PUNCT
bam-12372	141	6	0002	0002	NUM
bam-12372	141	7	-	-	PUNCT
bam-12372	141	8	7487	7487	NUM
bam-12372	141	9	-	-	SYM
bam-12372	141	10	9922	9922	NUM
bam-12372	141	11	e	e	NOUN
bam-12372	141	12	-	-	NOUN
bam-12372	141	13	mail	mail	NOUN
bam-12372	141	14	:	:	PUNCT
bam-12372	141	15	bahare.mehdikhani@gmail.com	bahare.mehdikhani@gmail.com	X
bam-12372	141	16	milad	milad	NOUN
bam-12372	141	17	benam	benam	PROPN
bam-12372	141	18	orcid	orcid	PROPN
bam-12372	141	19	i	i	PRON
bam-12372	141	20	d	d	NOUN
bam-12372	141	21	:	:	PUNCT
bam-12372	141	22	0000	0000	NUM
bam-12372	141	23	-	-	PUNCT
bam-12372	141	24	0002	0002	NUM
bam-12372	141	25	-	-	PUNCT
bam-12372	141	26	0571	0571	NUM
bam-12372	141	27	-	-	PUNCT
bam-12372	141	28	3195	3195	NUM
bam-12372	141	29	e	e	NOUN
bam-12372	141	30	-	-	NOUN
bam-12372	141	31	mail	mail	NOUN
bam-12372	141	32	:	:	PUNCT
bam-12372	141	33	miladbenam.md@gmail.com	miladbenam.md@gmail.com	PROPN
bam-12372	141	34	afrooz	afrooz	PROPN
bam-12372	141	35	moradkhani	moradkhani	PROPN
bam-12372	141	36	orcid	orcid	PROPN
bam-12372	142	1	i	i	PRON
bam-12372	142	2	d	d	NOUN
bam-12372	142	3	:	:	PUNCT
bam-12372	142	4	0000	0000	NUM
bam-12372	142	5	-	-	PUNCT
bam-12372	142	6	0001	0001	NUM
bam-12372	142	7	-	-	PUNCT
bam-12372	142	8	8043	8043	NUM
bam-12372	142	9	-	-	SYM
bam-12372	142	10	8229	8229	NUM
bam-12372	142	11	e	e	NOUN
bam-12372	142	12	-	-	NOUN
bam-12372	142	13	mail	mail	NOUN
bam-12372	142	14	:	:	PUNCT
bam-12372	143	1	afroozmoradkhani@gmail.com	afroozmoradkhani@gmail.com	X
bam-12372	143	2	ayda	ayda	ADJ
bam-12372	143	3	roostaee	roostaee	ADJ
bam-12372	143	4	orcid	orcid	NOUN
bam-12372	143	5	i	i	PRON
bam-12372	143	6	d	d	NOUN
bam-12372	143	7	:	:	PUNCT
bam-12372	143	8	0000	0000	NUM
bam-12372	143	9	-	-	PUNCT
bam-12372	143	10	0003	0003	NUM
bam-12372	143	11	-	-	PUNCT
bam-12372	143	12	4079	4079	NUM
bam-12372	143	13	-	-	SYM
bam-12372	143	14	7133	7133	NUM
bam-12372	143	15	e	e	NOUN
bam-12372	143	16	-	-	NOUN
bam-12372	143	17	mail	mail	NOUN
bam-12372	143	18	:	:	PUNCT
bam-12372	143	19	ayda152001@yahoo.com	ayda152001@yahoo.com	PROPN
bam-12372	143	20	seyedeh	seyedeh	PROPN
bam-12372	144	1	sabahat	sabahat	PROPN
bam-12372	144	2	bahman	bahman	PROPN
bam-12372	144	3	orcid	orcid	PROPN
bam-12372	145	1	i	i	PRON
bam-12372	145	2	d	d	NOUN
bam-12372	145	3	:	:	PUNCT
bam-12372	145	4	0000	0000	NUM
bam-12372	145	5	-	-	PUNCT
bam-12372	145	6	0007	0007	NUM
bam-12372	145	7	-	-	PUNCT
bam-12372	145	8	2374	2374	NUM
bam-12372	145	9	-	-	PUNCT
bam-12372	145	10	014x	014x	NOUN
bam-12372	145	11	e	e	NOUN
bam-12372	145	12	-	-	NOUN
bam-12372	145	13	mail	mail	NOUN
bam-12372	145	14	:	:	PUNCT
bam-12372	145	15	sabahat88.b@gmail.com	sabahat88.b@gmail.com	X
bam-12372	145	16	pooyan	pooyan	VERB
bam-12372	145	17	barmayoon	barmayoon	NOUN
bam-12372	145	18	orcid	orcid	NOUN
bam-12372	146	1	i	i	PRON
bam-12372	146	2	d	d	NOUN
bam-12372	146	3	:	:	PUNCT
bam-12372	146	4	0000	0000	NUM
bam-12372	146	5	-	-	PUNCT
bam-12372	146	6	0002	0002	NUM
bam-12372	146	7	-	-	PUNCT
bam-12372	146	8	7455	7455	NUM
bam-12372	146	9	-	-	PUNCT
bam-12372	146	10	807x	807x	NOUN
bam-12372	146	11	e	e	NOUN
bam-12372	146	12	-	-	NOUN
bam-12372	146	13	mail	mail	NOUN
bam-12372	146	14	:	:	PUNCT
bam-12372	147	1	pooyan.b808@gmail.com	pooyan.b808@gmail.com	X
bam-12372	147	2	ghazaleh	ghazaleh	PROPN
bam-12372	147	3	dezyani	dezyani	PROPN
bam-12372	147	4	orcid	orcid	PROPN
bam-12372	148	1	i	i	PRON
bam-12372	148	2	d	d	NOUN
bam-12372	148	3	:	:	PUNCT
bam-12372	148	4	0000	0000	NUM
bam-12372	148	5	-	-	PUNCT
bam-12372	148	6	0002	0002	NUM
bam-12372	148	7	-	-	PUNCT
bam-12372	148	8	4281	4281	NUM
bam-12372	148	9	-	-	PUNCT
bam-12372	148	10	4489	4489	NUM
bam-12372	148	11	e	e	NOUN
bam-12372	148	12	-	-	NOUN
bam-12372	148	13	mail	mail	NOUN
bam-12372	148	14	:	:	PUNCT
bam-12372	149	1	dezyanighazal@gmail.com	dezyanighazal@gmail.com	X
bam-12372	149	2	references	reference	NOUN
bam-12372	149	3	1	1	NUM
bam-12372	149	4	.	.	PUNCT
bam-12372	149	5	wolman	wolman	PROPN
bam-12372	149	6	i.	i.	PROPN
bam-12372	149	7	berek	berek	PROPN
bam-12372	149	8	and	and	CCONJ
bam-12372	149	9	novak	novak	PROPN
bam-12372	149	10	’s	’s	PART
bam-12372	149	11	gynecology	gynecology	PROPN
bam-12372	149	12	15th	15th	PROPN
bam-12372	149	13	edition	edition	NOUN
bam-12372	149	14	:	:	PUNCT
bam-12372	149	15	lippincott	lippincott	PROPN
bam-12372	149	16	williams	williams	PROPN
bam-12372	149	17	and	and	CCONJ
bam-12372	149	18	wilkins	wilkins	PROPN
bam-12372	149	19	,	,	PUNCT
bam-12372	149	20	2012	2012	NUM
bam-12372	149	21	.	.	PUNCT
bam-12372	150	1	2	2	X
bam-12372	150	2	.	.	X
bam-12372	150	3	wagner	wagner	PROPN
bam-12372	151	1	hn	hn	PROPN
bam-12372	151	2	,	,	PUNCT
bam-12372	151	3	szabo	szabo	PROPN
bam-12372	151	4	z	z	PROPN
bam-12372	151	5	,	,	PUNCT
bam-12372	151	6	buchanan	buchanan	PROPN
bam-12372	151	7	jw	jw	PROPN
bam-12372	151	8	.	.	PUNCT
bam-12372	151	9	principles	principle	NOUN
bam-12372	151	10	of	of	ADP
bam-12372	151	11	nuclear	nuclear	ADJ
bam-12372	151	12	medicine	medicine	NOUN
bam-12372	151	13	.	.	PUNCT
bam-12372	152	1	pennsylvania	pennsylvania	PROPN
bam-12372	152	2	:	:	PUNCT
bam-12372	152	3	w.b	w.b	PROPN
bam-12372	152	4	.	.	PROPN
bam-12372	152	5	saunders	saunders	PROPN
bam-12372	152	6	,	,	PUNCT
bam-12372	152	7	1995	1995	NUM
bam-12372	152	8	,	,	PUNCT
bam-12372	152	9	p	p	NOUN
bam-12372	152	10	235	235	NUM
bam-12372	152	11	.	.	PUNCT
bam-12372	153	1	3	3	NUM
bam-12372	153	2	.	.	X
bam-12372	153	3	yavari	yavari	PROPN
bam-12372	153	4	p	p	PROPN
bam-12372	153	5	,	,	PUNCT
bam-12372	153	6	mosavizadeh	mosavizadeh	PROPN
bam-12372	153	7	m	m	PROPN
bam-12372	153	8	,	,	PUNCT
bam-12372	153	9	sadrol	sadrol	NOUN
bam-12372	153	10	-	-	PUNCT
bam-12372	153	11	hefazi	hefazi	NOUN
bam-12372	153	12	b	b	NOUN
bam-12372	153	13	,	,	PUNCT
bam-12372	153	14	mehrabi	mehrabi	NOUN
bam-12372	153	15	y.	y.	PROPN
bam-12372	153	16	reproductive	reproductive	PROPN
bam-12372	153	17	characteristics	characteristic	NOUN
bam-12372	153	18	and	and	CCONJ
bam-12372	153	19	the	the	DET
bam-12372	153	20	risk	risk	NOUN
bam-12372	153	21	of	of	ADP
bam-12372	153	22	breast	breast	NOUN
bam-12372	153	23	cancer	cancer	NOUN
bam-12372	153	24	--	--	PUNCT
bam-12372	153	25	a	a	DET
bam-12372	153	26	case	case	NOUN
bam-12372	153	27	-	-	PUNCT
bam-12372	153	28	control	control	NOUN
bam-12372	153	29	study	study	NOUN
bam-12372	153	30	in	in	ADP
bam-12372	153	31	iran	iran	PROPN
bam-12372	153	32	.	.	PUNCT
bam-12372	154	1	asian	asian	PROPN
bam-12372	154	2	pac	pac	PROPN
bam-12372	154	3	j	j	PROPN
bam-12372	154	4	cancer	cancer	PROPN
bam-12372	154	5	prev	prev	X
bam-12372	154	6	2005;6:370	2005;6:370	NUM
bam-12372	154	7	-	-	SYM
bam-12372	154	8	5	5	NUM
bam-12372	154	9	.	.	NOUN
bam-12372	154	10	4	4	NUM
bam-12372	154	11	.	.	X
bam-12372	154	12	sandler	sandler	PROPN
bam-12372	154	13	mp	mp	PROPN
bam-12372	154	14	,	,	PUNCT
bam-12372	154	15	patton	patton	PROPN
bam-12372	154	16	ja	ja	PROPN
bam-12372	154	17	,	,	PUNCT
bam-12372	154	18	gottschalk	gottschalk	PROPN
bam-12372	154	19	a.	a.	PROPN
bam-12372	154	20	diagnostic	diagnostic	PROPN
bam-12372	154	21	nuclear	nuclear	ADJ
bam-12372	154	22	medicine	medicine	NOUN
bam-12372	154	23	.	.	PUNCT
bam-12372	155	1	pennsylvania	pennsylvania	PROPN
bam-12372	155	2	:	:	PUNCT
bam-12372	155	3	williams	williams	PROPN
bam-12372	155	4	&	&	CCONJ
bam-12372	155	5	wilkins	wilkins	PROPN
bam-12372	155	6	,	,	PUNCT
bam-12372	155	7	1996	1996	NUM
bam-12372	155	8	.	.	PUNCT
bam-12372	156	1	5	5	NUM
bam-12372	156	2	.	.	X
bam-12372	156	3	ozdemir	ozdemir	PROPN
bam-12372	156	4	a	a	PRON
bam-12372	156	5	,	,	PUNCT
bam-12372	156	6	ozdemir	ozdemir	PROPN
bam-12372	156	7	h	h	PROPN
bam-12372	156	8	,	,	PUNCT
bam-12372	156	9	maral	maral	PROPN
bam-12372	156	10	i	i	PROPN
bam-12372	156	11	,	,	PUNCT
bam-12372	156	12	et	et	PROPN
bam-12372	156	13	al	al	PROPN
bam-12372	156	14	.	.	PROPN
bam-12372	156	15	differential	differential	ADJ
bam-12372	156	16	diagnosis	diagnosis	NOUN
bam-12372	156	17	of	of	ADP
bam-12372	156	18	solid	solid	ADJ
bam-12372	156	19	breast	breast	NOUN
bam-12372	156	20	lesions	lesion	NOUN
bam-12372	156	21	:	:	PUNCT
bam-12372	156	22	contribution	contribution	NOUN
bam-12372	156	23	of	of	ADP
bam-12372	156	24	doppler	doppler	NOUN
bam-12372	156	25	studies	study	NOUN
bam-12372	156	26	to	to	ADP
bam-12372	156	27	mammography	mammography	NOUN
bam-12372	156	28	and	and	CCONJ
bam-12372	156	29	gray	gray	ADJ
bam-12372	156	30	scale	scale	NOUN
bam-12372	156	31	imaging	imaging	NOUN
bam-12372	156	32	.	.	PUNCT
bam-12372	157	1	j.	j.	PROPN
bam-12372	157	2	ultrasound	ultrasound	PROPN
bam-12372	157	3	med	med	PROPN
bam-12372	157	4	2001;20:1091–101	2001;20:1091–101	NUM
bam-12372	157	5	.	.	PROPN
bam-12372	157	6	6	6	NUM
bam-12372	157	7	.	.	PUNCT
bam-12372	157	8	hashmi	hashmi	PROPN
bam-12372	158	1	a	a	PROPN
bam-12372	158	2	,	,	PUNCT
bam-12372	158	3	ackerman	ackerman	PROPN
bam-12372	158	4	s	s	PROPN
bam-12372	158	5	,	,	PUNCT
bam-12372	158	6	irshad	irshad	ADJ
bam-12372	158	7	a.	a.	NOUN
bam-12372	158	8	color	color	NOUN
bam-12372	158	9	doppler	doppler	NOUN
bam-12372	158	10	sonography	sonography	NOUN
bam-12372	158	11	:	:	PUNCT
bam-12372	158	12	characterizing	characterize	VERB
bam-12372	158	13	breast	breast	NOUN
bam-12372	158	14	lesions	lesion	NOUN
bam-12372	158	15	.	.	PUNCT
bam-12372	159	1	imaging	image	VERB
bam-12372	159	2	med	med	PROPN
bam-12372	159	3	2010;2:151–63	2010;2:151–63	NUM
bam-12372	159	4	.	.	PROPN
bam-12372	159	5	7	7	NUM
bam-12372	159	6	.	.	PUNCT
bam-12372	159	7	william	william	PROPN
bam-12372	159	8	eb	eb	PROPN
bam-12372	159	9	.	.	PROPN
bam-12372	160	1	fundamental	fundamental	ADJ
bam-12372	160	2	of	of	ADP
bam-12372	160	3	diagnostic	diagnostic	ADJ
bam-12372	160	4	radiology.4th	radiology.4th	NOUN
bam-12372	160	5	ed	ed	NOUN
bam-12372	160	6	.	.	PUNCT
bam-12372	160	7	philadelphia	philadelphia	PROPN
bam-12372	160	8	:	:	PUNCT
bam-12372	160	9	williams	williams	PROPN
bam-12372	160	10	&	&	CCONJ
bam-12372	160	11	wilkins	wilkins	PROPN
bam-12372	160	12	,	,	PUNCT
bam-12372	160	13	2012	2012	NUM
bam-12372	160	14	;	;	PUNCT
bam-12372	160	15	pp	pp	PROPN
bam-12372	160	16	535	535	NUM
bam-12372	160	17	-	-	SYM
bam-12372	160	18	7	7	NUM
bam-12372	160	19	.	.	NOUN
bam-12372	160	20	8	8	NUM
bam-12372	160	21	.	.	PUNCT
bam-12372	161	1	rumack	rumack	PROPN
bam-12372	161	2	cm	cm	PROPN
bam-12372	161	3	,	,	PUNCT
bam-12372	161	4	wilson	wilson	PROPN
bam-12372	161	5	sr	sr	PROPN
bam-12372	161	6	,	,	PUNCT
bam-12372	162	1	charboneau	charboneau	PROPN
bam-12372	162	2	jw	jw	PROPN
bam-12372	162	3	.	.	PUNCT
bam-12372	162	4	diagnostic	diagnostic	PROPN
bam-12372	162	5	ultrasound	ultrasound	PROPN
bam-12372	162	6	.	.	PUNCT
bam-12372	163	1	3th	3th	ADJ
bam-12372	163	2	ed	ed	PROPN
bam-12372	163	3	philadelphia	philadelphia	PROPN
bam-12372	163	4	,	,	PUNCT
bam-12372	163	5	2011	2011	NUM
bam-12372	163	6	;	;	PUNCT
bam-12372	163	7	pp	pp	ADV
bam-12372	163	8	773	773	NUM
bam-12372	163	9	-	-	SYM
bam-12372	163	10	86	86	NUM
bam-12372	163	11	.	.	PUNCT
bam-12372	164	1	9	9	NUM
bam-12372	164	2	.	.	X
bam-12372	164	3	svensson	svensson	PROPN
bam-12372	164	4	we	we	PRON
bam-12372	164	5	,	,	PUNCT
bam-12372	164	6	pandian	pandian	PROPN
bam-12372	164	7	aj	aj	PROPN
bam-12372	164	8	,	,	PUNCT
bam-12372	164	9	hashimoto	hashimoto	NOUN
bam-12372	164	10	h.	h.	NOUN
bam-12372	164	11	the	the	DET
bam-12372	164	12	use	use	NOUN
bam-12372	164	13	of	of	ADP
bam-12372	164	14	breast	breast	NOUN
bam-12372	164	15	ultrasound	ultrasound	NOUN
bam-12372	164	16	color	color	NOUN
bam-12372	164	17	doppler	doppler	NOUN
bam-12372	164	18	vascular	vascular	NOUN
bam-12372	164	19	pattern	pattern	NOUN
bam-12372	164	20	morphology	morphology	NOUN
bam-12372	164	21	improves	improve	VERB
bam-12372	164	22	diagnostic	diagnostic	ADJ
bam-12372	164	23	sensitivity	sensitivity	NOUN
bam-12372	164	24	with	with	ADP
bam-12372	164	25	minimal	minimal	ADJ
bam-12372	164	26	change	change	NOUN
bam-12372	164	27	in	in	ADP
bam-12372	164	28	specificity	specificity	NOUN
bam-12372	164	29	.	.	PUNCT
bam-12372	165	1	ultraschall	ultraschall	PROPN
bam-12372	165	2	med	med	PROPN
bam-12372	165	3	2010;31:466–74	2010;31:466–74	PROPN
bam-12372	165	4	.	.	PUNCT
bam-12372	166	1	10	10	NUM
bam-12372	166	2	.	.	PUNCT
bam-12372	167	1	keshavarz	keshavarz	PROPN
bam-12372	167	2	e	e	PROPN
bam-12372	167	3	,	,	PUNCT
bam-12372	167	4	zare	zare	PROPN
bam-12372	167	5	mehrjardi	mehrjardi	PROPN
bam-12372	167	6	m	m	PROPN
bam-12372	167	7	,	,	PUNCT
bam-12372	167	8	karimi	karimi	PROPN
bam-12372	167	9	m	m	PROPN
bam-12372	167	10	a	a	PROPN
bam-12372	167	11	,	,	PUNCT
bam-12372	167	12	et	et	PROPN
bam-12372	167	13	al	al	PROPN
bam-12372	167	14	.	.	PUNCT
bam-12372	168	1	diagnostic	diagnostic	ADJ
bam-12372	168	2	value	value	NOUN
bam-12372	168	3	of	of	ADP
bam-12372	168	4	spectral	spectral	ADJ
bam-12372	168	5	doppler	doppler	NOUN
bam-12372	168	6	ultrasound	ultrasound	NOUN
bam-12372	168	7	in	in	ADP
bam-12372	168	8	detecting	detect	VERB
bam-12372	168	9	breast	breast	NOUN
bam-12372	168	10	malignancies	malignancy	NOUN
bam-12372	168	11	:	:	PUNCT
bam-12372	168	12	an	an	DET
bam-12372	168	13	original	original	ADJ
bam-12372	168	14	article	article	NOUN
bam-12372	168	15	.	.	PUNCT
bam-12372	169	1	int	int	PROPN
bam-12372	169	2	j	j	PROPN
bam-12372	169	3	cancer	cancer	NOUN
bam-12372	169	4	manag	manag	NOUN
bam-12372	169	5	2018;11	2018;11	NUM
bam-12372	169	6	:	:	PUNCT
bam-12372	169	7	e8200	e8200	NUM
bam-12372	169	8	.	.	NOUN
bam-12372	169	9	11	11	NUM
bam-12372	169	10	.	.	PUNCT
bam-12372	170	1	shobeiri	shobeiri	PROPN
bam-12372	170	2	e	e	PROPN
bam-12372	170	3	,	,	PUNCT
bam-12372	170	4	panahi	panahi	PROPN
bam-12372	170	5	f.	f.	PROPN
bam-12372	170	6	comparison	comparison	PROPN
bam-12372	170	7	of	of	ADP
bam-12372	170	8	the	the	DET
bam-12372	170	9	diagnostic	diagnostic	ADJ
bam-12372	170	10	value	value	NOUN
bam-12372	170	11	of	of	ADP
bam-12372	170	12	the	the	DET
bam-12372	170	13	gray	gray	ADJ
bam-12372	170	14	scale	scale	NOUN
bam-12372	170	15	and	and	CCONJ
bam-12372	170	16	color	color	NOUN
bam-12372	170	17	doppler	doppler	NOUN
bam-12372	170	18	ultrasonography	ultrasonography	NOUN
bam-12372	170	19	in	in	ADP
bam-12372	170	20	the	the	DET
bam-12372	170	21	diagnosis	diagnosis	NOUN
bam-12372	170	22	of	of	ADP
bam-12372	170	23	solid	solid	ADJ
bam-12372	170	24	breast	breast	NOUN
bam-12372	170	25	masses	masse	NOUN
bam-12372	170	26	.	.	PUNCT
bam-12372	171	1	sjku	sjku	PROPN
bam-12372	171	2	2014;19:77	2014;19:77	NUM
bam-12372	171	3	-	-	SYM
bam-12372	171	4	83	83	NUM
bam-12372	171	5	.	.	PUNCT
bam-12372	171	6	12	12	NUM
bam-12372	171	7	.	.	PUNCT
bam-12372	172	1	bassett	bassett	PROPN
bam-12372	172	2	lw	lw	PROPN
bam-12372	172	3	,	,	PUNCT
bam-12372	172	4	ysrael	ysrael	PROPN
bam-12372	172	5	m	m	PROPN
bam-12372	172	6	,	,	PUNCT
bam-12372	172	7	gold	gold	PROPN
bam-12372	172	8	rh	rh	PROPN
bam-12372	172	9	,	,	PUNCT
bam-12372	172	10	ysrael	ysrael	PROPN
bam-12372	172	11	c.	c.	PROPN
bam-12372	172	12	usefulness	usefulness	NOUN
bam-12372	172	13	of	of	ADP
bam-12372	172	14	mammography	mammography	NOUN
bam-12372	172	15	and	and	CCONJ
bam-12372	172	16	sonography	sonography	NOUN
bam-12372	172	17	in	in	ADP
bam-12372	172	18	women	woman	NOUN
bam-12372	172	19	less	less	ADJ
bam-12372	172	20	than	than	ADP
bam-12372	172	21	35	35	NUM
bam-12372	172	22	years	year	NOUN
bam-12372	172	23	of	of	ADP
bam-12372	172	24	age	age	NOUN
bam-12372	172	25	.	.	PUNCT
bam-12372	173	1	radiology	radiology	NOUN
bam-12372	173	2	1991;180:831	1991;180:831	NUM
bam-12372	173	3	-	-	SYM
bam-12372	173	4	5	5	NUM
bam-12372	173	5	.	.	NOUN
bam-12372	173	6	13	13	NUM
bam-12372	173	7	.	.	PUNCT
bam-12372	174	1	buadu	buadu	ADJ
bam-12372	174	2	l	l	PROPN
bam-12372	174	3	,	,	PUNCT
bam-12372	174	4	murakami	murakami	PROPN
bam-12372	174	5	j	j	PROPN
bam-12372	174	6	,	,	PUNCT
bam-12372	174	7	murayama	murayama	PROPN
bam-12372	174	8	s	s	PART
bam-12372	174	9	,	,	PUNCT
bam-12372	174	10	et	et	PROPN
bam-12372	174	11	al	al	PROPN
bam-12372	174	12	.	.	PUNCT
bam-12372	175	1	colour	colour	ADJ
bam-12372	175	2	doppler	doppler	NOUN
bam-12372	175	3	sonography	sonography	NOUN
bam-12372	175	4	of	of	ADP
bam-12372	175	5	breast	breast	NOUN
bam-12372	175	6	masses	masse	NOUN
bam-12372	175	7	:	:	PUNCT
bam-12372	175	8	a	a	DET
bam-12372	175	9	multiparameter	multiparameter	NOUN
bam-12372	175	10	analysis	analysis	NOUN
bam-12372	175	11	.	.	PUNCT
bam-12372	176	1	clin	clin	PROPN
bam-12372	176	2	.	.	PUNCT
bam-12372	177	1	radiol	radiol	PROPN
bam-12372	177	2	1997;52:917–23	1997;52:917–23	NUM
bam-12372	177	3	.	.	PUNCT
bam-12372	178	1	14	14	NUM
bam-12372	178	2	.	.	PUNCT
bam-12372	179	1	mcnicholas	mcnicholas	PROPN
bam-12372	179	2	mm	mm	PROPN
bam-12372	179	3	,	,	PUNCT
bam-12372	179	4	mercer	mercer	PROPN
bam-12372	179	5	pm	pm	PROPN
bam-12372	179	6	,	,	PUNCT
bam-12372	179	7	miller	miller	PROPN
bam-12372	179	8	jc	jc	PROPN
bam-12372	179	9	,	,	PUNCT
bam-12372	179	10	et	et	PROPN
bam-12372	179	11	al	al	PROPN
bam-12372	179	12	.	.	PUNCT
bam-12372	180	1	color	color	NOUN
bam-12372	180	2	doppler	doppler	NOUN
bam-12372	180	3	sonography	sonography	NOUN
bam-12372	180	4	in	in	ADP
bam-12372	180	5	the	the	DET
bam-12372	180	6	evaluation	evaluation	NOUN
bam-12372	180	7	of	of	ADP
bam-12372	180	8	palpable	palpable	ADJ
bam-12372	180	9	breast	breast	NOUN
bam-12372	180	10	masses	masse	NOUN
bam-12372	180	11	.	.	PUNCT
bam-12372	181	1	ajr	ajr	PROPN
bam-12372	181	2	am	be	AUX
bam-12372	181	3	j	j	PROPN
bam-12372	181	4	roentgenol	roentgenol	NOUN
bam-12372	181	5	1993;161:765	1993;161:765	NUM
bam-12372	181	6	-	-	SYM
bam-12372	181	7	71	71	NUM
bam-12372	181	8	.	.	NOUN
bam-12372	182	1	15	15	NUM
bam-12372	182	2	.	.	PUNCT
bam-12372	182	3	del	del	PROPN
bam-12372	182	4	cura	cura	PROPN
bam-12372	182	5	jl	jl	PROPN
bam-12372	182	6	,	,	PUNCT
bam-12372	182	7	elizagaray	elizagaray	VERB
bam-12372	182	8	e	e	NOUN
bam-12372	182	9	,	,	PUNCT
bam-12372	182	10	zabala	zabala	PROPN
bam-12372	182	11	r	r	NOUN
bam-12372	182	12	,	,	PUNCT
bam-12372	182	13	et	et	PROPN
bam-12372	182	14	al	al	PROPN
bam-12372	182	15	.	.	PUNCT
bam-12372	183	1	the	the	DET
bam-12372	183	2	use	use	NOUN
bam-12372	183	3	of	of	ADP
bam-12372	183	4	unenhanced	unenhanced	ADJ
bam-12372	183	5	doppler	doppler	NOUN
bam-12372	183	6	sonography	sonography	NOUN
bam-12372	183	7	in	in	ADP
bam-12372	183	8	the	the	DET
bam-12372	183	9	evaluation	evaluation	NOUN
bam-12372	183	10	of	of	ADP
bam-12372	183	11	solid	solid	ADJ
bam-12372	183	12	breast	breast	NOUN
bam-12372	183	13	lesions	lesion	NOUN
bam-12372	183	14	.	.	PUNCT
bam-12372	184	1	am	be	AUX
bam-12372	184	2	j	j	PROPN
bam-12372	184	3	roentgenol	roentgenol	NOUN
bam-12372	184	4	2005;184	2005;184	NOUN
bam-12372	184	5	:	:	PUNCT
bam-12372	184	6	1788–94	1788–94	NUM
bam-12372	184	7	.	.	PUNCT
bam-12372	185	1	16	16	NUM
bam-12372	185	2	.	.	PUNCT
bam-12372	186	1	ahmadinejad	ahmadinejad	PROPN
bam-12372	186	2	p	p	PROPN
bam-12372	186	3	,	,	PUNCT
bam-12372	186	4	shahriaran	shahriaran	ADJ
bam-12372	186	5	s	s	NOUN
bam-12372	186	6	,	,	PUNCT
bam-12372	186	7	ghasemiphiroozabadi	ghasemiphiroozabadi	NOUN
bam-12372	186	8	a	a	DET
bam-12372	186	9	,	,	PUNCT
bam-12372	186	10	giti	giti	PROPN
bam-12372	186	11	m.	m.	NOUN
bam-12372	186	12	evaluation	evaluation	NOUN
bam-12372	186	13	of	of	ADP
bam-12372	186	14	solid	solid	ADJ
bam-12372	186	15	breast	breast	NOUN
bam-12372	186	16	lesions	lesion	NOUN
bam-12372	186	17	with	with	ADP
bam-12372	186	18	color	color	NOUN
bam-12372	186	19	doppler	doppler	NOUN
bam-12372	186	20	sonography	sonography	NOUN
bam-12372	186	21	and	and	CCONJ
bam-12372	186	22	power	power	NOUN
bam-12372	186	23	doppler	doppler	NOUN
bam-12372	186	24	imaging	imaging	NOUN
bam-12372	186	25	.	.	PUNCT
bam-12372	187	1	tehran	tehran	PROPN
bam-12372	187	2	university	university	PROPN
bam-12372	187	3	medical	medical	ADJ
bam-12372	187	4	journal	journal	PROPN
bam-12372	187	5	2002;60:277	2002;60:277	PROPN
bam-12372	187	6	-	-	SYM
bam-12372	187	7	82	82	NUM
bam-12372	187	8	.	.	PUNCT
bam-12372	187	9	17	17	NUM
bam-12372	187	10	.	.	PUNCT
bam-12372	188	1	busilacchi	busilacchi	PROPN
bam-12372	188	2	p	p	PROPN
bam-12372	188	3	,	,	PUNCT
bam-12372	188	4	draghi	draghi	PROPN
bam-12372	188	5	f	f	PROPN
bam-12372	188	6	,	,	PUNCT
bam-12372	188	7	preda	preda	PROPN
bam-12372	188	8	l	l	NOUN
bam-12372	188	9	,	,	PUNCT
bam-12372	188	10	ferranti	ferranti	PROPN
bam-12372	188	11	c.	c.	PROPN
bam-12372	188	12	has	have	VERB
bam-12372	188	13	color	color	NOUN
bam-12372	188	14	doppler	doppler	NOUN
bam-12372	188	15	a	a	DET
bam-12372	188	16	role	role	NOUN
bam-12372	188	17	in	in	ADP
bam-12372	188	18	the	the	DET
bam-12372	188	19	evaluation	evaluation	NOUN
bam-12372	188	20	of	of	ADP
bam-12372	188	21	mammary	mammary	ADJ
bam-12372	188	22	lesions	lesion	NOUN
bam-12372	188	23	?	?	PUNCT
bam-12372	189	1	j	j	PROPN
bam-12372	189	2	ultrasound	ultrasound	NOUN
bam-12372	189	3	2012;15:93–8	2012;15:93–8	NUM
bam-12372	189	4	.	.	PUNCT
bam-12372	190	1	18	18	NUM
bam-12372	190	2	.	.	PUNCT
bam-12372	191	1	kwak	kwak	PROPN
bam-12372	191	2	jy	jy	PROPN
bam-12372	191	3	,	,	PUNCT
bam-12372	191	4	kim	kim	PROPN
bam-12372	191	5	ek	ek	PROPN
bam-12372	191	6	,	,	PUNCT
bam-12372	191	7	kim	kim	PROPN
bam-12372	191	8	mj	mj	PROPN
bam-12372	191	9	,	,	PUNCT
bam-12372	191	10	et	et	PROPN
bam-12372	191	11	al	al	PROPN
bam-12372	191	12	.	.	PUNCT
bam-12372	191	13	power	power	NOUN
bam-12372	191	14	doppler	doppler	NOUN
bam-12372	191	15	sonography	sonography	NOUN
bam-12372	191	16	:	:	PUNCT
bam-12372	191	17	evaluation	evaluation	NOUN
bam-12372	191	18	of	of	ADP
bam-12372	191	19	solid	solid	ADJ
bam-12372	191	20	breast	breast	NOUN
bam-12372	191	21	lesions	lesion	NOUN
bam-12372	191	22	and	and	CCONJ
bam-12372	191	23	correlation	correlation	NOUN
bam-12372	191	24	with	with	ADP
bam-12372	191	25	lymph	lymph	NOUN
bam-12372	191	26	node	node	NOUN
bam-12372	191	27	metastasis	metastasis	NOUN
bam-12372	191	28	.	.	PUNCT
bam-12372	192	1	clin	clin	PROPN
bam-12372	192	2	imaging	imaging	PROPN
bam-12372	192	3	2008;32:167–71	2008;32:167–71	PROPN
bam-12372	192	4	.	.	PUNCT
bam-12372	193	1	19	19	NUM
bam-12372	193	2	.	.	PUNCT
bam-12372	194	1	ibrahim	ibrahim	PROPN
bam-12372	194	2	r	r	PROPN
bam-12372	194	3	,	,	PUNCT
bam-12372	194	4	rahmat	rahmat	PROPN
bam-12372	194	5	k	k	NOUN
bam-12372	194	6	,	,	PUNCT
bam-12372	194	7	fadzli	fadzli	NOUN
bam-12372	194	8	f	f	NOUN
bam-12372	194	9	,	,	PUNCT
bam-12372	194	10	et	et	PROPN
bam-12372	194	11	al	al	PROPN
bam-12372	194	12	.	.	PUNCT
bam-12372	194	13	evaluation	evaluation	NOUN
bam-12372	194	14	of	of	ADP
bam-12372	194	15	solid	solid	ADJ
bam-12372	194	16	breast	breast	NOUN
bam-12372	194	17	lesions	lesion	NOUN
bam-12372	194	18	with	with	ADP
bam-12372	194	19	power	power	NOUN
bam-12372	194	20	doppler	doppler	NOUN
bam-12372	194	21	:	:	PUNCT
bam-12372	194	22	value	value	NOUN
bam-12372	194	23	of	of	ADP
bam-12372	194	24	penetrating	penetrate	VERB
bam-12372	194	25	vessels	vessel	NOUN
bam-12372	194	26	as	as	ADP
bam-12372	194	27	a	a	DET
bam-12372	194	28	predictor	predictor	NOUN
bam-12372	194	29	of	of	ADP
bam-12372	194	30	malignancy	malignancy	NOUN
bam-12372	194	31	.	.	PUNCT
bam-12372	195	1	singapore	singapore	PROPN
bam-12372	195	2	med	med	PROPN
bam-12372	195	3	j	j	PROPN
bam-12372	195	4	2016;57:634	2016;57:634	PROPN
bam-12372	195	5	-	-	PROPN
bam-12372	195	6	40	40	NUM
bam-12372	195	7	.	.	PUNCT
bam-12372	195	8	20	20	NUM
bam-12372	195	9	.	.	PUNCT
bam-12372	196	1	raza	raza	PROPN
bam-12372	196	2	s	s	PROPN
bam-12372	196	3	,	,	PUNCT
bam-12372	196	4	baum	baum	PROPN
bam-12372	196	5	j.	j.	PROPN
bam-12372	196	6	solid	solid	PROPN
bam-12372	196	7	breast	breast	NOUN
bam-12372	196	8	lesions	lesion	NOUN
bam-12372	196	9	:	:	PUNCT
bam-12372	196	10	evaluation	evaluation	NOUN
bam-12372	196	11	with	with	ADP
bam-12372	196	12	power	power	NOUN
bam-12372	196	13	doppler	doppler	NOUN
bam-12372	196	14	us	we	PRON
bam-12372	196	15	.	.	PUNCT
bam-12372	197	1	radiology	radiology	NOUN
bam-12372	197	2	1997;203:164	1997;203:164	NOUN
bam-12372	197	3	.	.	PUNCT
bam-12372	198	1	21	21	NUM
bam-12372	198	2	.	.	PUNCT
bam-12372	199	1	davoudi	davoudi	PROPN
bam-12372	199	2	y	y	PROPN
bam-12372	199	3	,	,	PUNCT
bam-12372	199	4	borhani	borhani	PROPN
bam-12372	199	5	b	b	PROPN
bam-12372	199	6	,	,	PUNCT
bam-12372	199	7	rad	rad	PROPN
bam-12372	199	8	m	m	PROPN
bam-12372	199	9	,	,	PUNCT
bam-12372	199	10	matin	matin	PROPN
bam-12372	199	11	m.	m.	PROPN
bam-12372	199	12	the	the	DET
bam-12372	199	13	role	role	NOUN
bam-12372	199	14	of	of	ADP
bam-12372	199	15	doppler	doppler	NOUN
bam-12372	199	16	sonography	sonography	NOUN
bam-12372	199	17	in	in	ADP
bam-12372	199	18	distinguishing	distinguish	VERB
bam-12372	199	19	malignant	malignant	NOUN
bam-12372	199	20	from	from	ADP
bam-12372	199	21	benign	benign	ADJ
bam-12372	199	22	breast	breast	NOUN
bam-12372	199	23	lesions	lesion	NOUN
bam-12372	199	24	.	.	PUNCT
bam-12372	200	1	j	j	PROPN
bam-12372	200	2	med	med	PROPN
bam-12372	200	3	ultrasound	ultrasound	NOUN
bam-12372	200	4	2014;22:92	2014;22:92	NUM
bam-12372	200	5	-	-	SYM
bam-12372	200	6	5	5	NUM
bam-12372	200	7	.	.	NOUN
bam-12372	200	8	22	22	NUM
bam-12372	200	9	.	.	PUNCT
bam-12372	201	1	sarkar	sarkar	PROPN
bam-12372	201	2	ss	ss	PROPN
bam-12372	201	3	.	.	PUNCT
bam-12372	202	1	to	to	PART
bam-12372	202	2	determine	determine	VERB
bam-12372	202	3	role	role	NOUN
bam-12372	202	4	of	of	ADP
bam-12372	202	5	colour	colour	ADJ
bam-12372	202	6	doppler	doppler	NOUN
bam-12372	202	7	ultrasound	ultrasound	NOUN
bam-12372	202	8	in	in	ADP
bam-12372	202	9	breast	breast	NOUN
bam-12372	202	10	lesions	lesion	NOUN
bam-12372	202	11	.	.	PUNCT
bam-12372	203	1	j	j	PROPN
bam-12372	203	2	adv	adv	PROPN
bam-12372	203	3	med	med	PROPN
bam-12372	203	4	dent	dent	PROPN
bam-12372	203	5	scie	scie	PROPN
bam-12372	203	6	res	re	NOUN
bam-12372	203	7	2020;8:203	2020;8:203	NOUN
bam-12372	203	8	-	-	SYM
bam-12372	203	9	6	6	NUM
bam-12372	203	10	.	.	NOUN
bam-12372	203	11	23	23	NUM
bam-12372	203	12	.	.	PUNCT
bam-12372	204	1	mesaki	mesaki	PROPN
bam-12372	204	2	k	k	PROPN
bam-12372	204	3	,	,	PUNCT
bam-12372	204	4	hisa	hisa	PROPN
bam-12372	204	5	n	n	CCONJ
bam-12372	204	6	,	,	PUNCT
bam-12372	204	7	kubota	kubota	PROPN
bam-12372	204	8	k	k	PROPN
bam-12372	204	9	,	,	PUNCT
bam-12372	204	10	et	et	PROPN
bam-12372	204	11	al	al	PROPN
bam-12372	204	12	.	.	PUNCT
bam-12372	204	13	differentiation	differentiation	NOUN
bam-12372	204	14	of	of	ADP
bam-12372	204	15	benign	benign	ADJ
bam-12372	204	16	and	and	CCONJ
bam-12372	204	17	malignant	malignant	ADJ
bam-12372	204	18	breast	breast	NOUN
bam-12372	204	19	tumors	tumor	NOUN
bam-12372	204	20	using	use	VERB
bam-12372	204	21	doppler	doppler	NOUN
bam-12372	204	22	spectral	spectral	ADJ
bam-12372	204	23	parameters	parameter	NOUN
bam-12372	204	24	including	include	VERB
bam-12372	204	25	acceleration	acceleration	NOUN
bam-12372	204	26	time	time	NOUN
bam-12372	204	27	index	index	NOUN
bam-12372	204	28	.	.	PUNCT
bam-12372	205	1	oncol	oncol	PROPN
bam-12372	205	2	rep	rep	PROPN
bam-12372	205	3	2003;10:945	2003;10:945	PROPN
bam-12372	205	4	-	-	SYM
bam-12372	205	5	50	50	NUM
bam-12372	205	6	.	.	PUNCT
bam-12372	205	7	24	24	NUM
bam-12372	205	8	.	.	PUNCT
bam-12372	206	1	lee	lee	PROPN
bam-12372	206	2	wj	wj	PROPN
bam-12372	206	3	,	,	PUNCT
bam-12372	206	4	chu	chu	PROPN
bam-12372	206	5	js	js	PROPN
bam-12372	206	6	,	,	PUNCT
bam-12372	206	7	houng	houng	PROPN
bam-12372	206	8	sj	sj	PROPN
bam-12372	206	9	,	,	PUNCT
bam-12372	206	10	et	et	PROPN
bam-12372	206	11	al	al	PROPN
bam-12372	206	12	.	.	PUNCT
bam-12372	206	13	breast	breast	NOUN
bam-12372	206	14	cancer	cancer	NOUN
bam-12372	206	15	angiogenesis	angiogenesis	NOUN
bam-12372	206	16	:	:	PUNCT
bam-12372	206	17	a	a	DET
bam-12372	206	18	quantitative	quantitative	ADJ
bam-12372	206	19	morphologic	morphologic	ADJ
bam-12372	206	20	and	and	CCONJ
bam-12372	206	21	doppler	doppler	NOUN
bam-12372	206	22	imaging	imaging	NOUN
bam-12372	206	23	study	study	NOUN
bam-12372	206	24	.	.	PUNCT
bam-12372	207	1	ann	ann	PROPN
bam-12372	207	2	surg	surg	PROPN
bam-12372	207	3	oncol	oncol	PROPN
bam-12372	207	4	1995;2:246–51	1995;2:246–51	PROPN
bam-12372	207	5	.	.	PROPN
bam-12372	207	6	25	25	NUM
bam-12372	207	7	.	.	PUNCT
bam-12372	208	1	stanzani	stanzani	PROPN
bam-12372	208	2	d	d	PROPN
bam-12372	208	3	,	,	PUNCT
bam-12372	208	4	chala	chala	PROPN
bam-12372	208	5	lf	lf	PROPN
bam-12372	208	6	,	,	PUNCT
bam-12372	208	7	barros	barros	PROPN
bam-12372	208	8	n	n	CCONJ
bam-12372	208	9	,	,	PUNCT
bam-12372	208	10	et	et	PROPN
bam-12372	208	11	al	al	PROPN
bam-12372	208	12	.	.	PROPN
bam-12372	208	13	can	can	AUX
bam-12372	208	14	doppler	doppler	VERB
bam-12372	208	15	or	or	CCONJ
bam-12372	208	16	contrast	contrast	NOUN
bam-12372	208	17	-	-	PUNCT
bam-12372	208	18	enhanced	enhance	VERB
bam-12372	208	19	ultrasound	ultrasound	NOUN
bam-12372	208	20	analysis	analysis	NOUN
bam-12372	208	21	add	add	VERB
bam-12372	208	22	diagnostically	diagnostically	ADV
bam-12372	208	23	important	important	ADJ
bam-12372	208	24	information	information	NOUN
bam-12372	208	25	about	about	ADP
bam-12372	208	26	the	the	DET
bam-12372	208	27	nature	nature	NOUN
bam-12372	208	28	of	of	ADP
bam-12372	208	29	breast	breast	NOUN
bam-12372	208	30	lesions	lesion	NOUN
bam-12372	208	31	?	?	PUNCT
bam-12372	209	1	clinics	clinic	NOUN
bam-12372	209	2	(	(	PUNCT
bam-12372	209	3	sao	sao	PROPN
bam-12372	209	4	paulo	paulo	PROPN
bam-12372	209	5	)	)	PUNCT
bam-12372	209	6	2014	2014	NUM
bam-12372	209	7	;	;	PUNCT
bam-12372	209	8	69:87–92	69:87–92	PROPN
bam-12372	209	9	.	.	PUNCT
bam-12372	210	1	26	26	NUM
bam-12372	210	2	.	.	PUNCT
bam-12372	210	3	fu	fu	PROPN
bam-12372	210	4	x	x	PROPN
bam-12372	210	5	,	,	PUNCT
bam-12372	210	6	lu	lu	PROPN
bam-12372	210	7	k	k	PROPN
bam-12372	210	8	,	,	PUNCT
bam-12372	210	9	zhang	zhang	PROPN
bam-12372	210	10	j	j	PROPN
bam-12372	210	11	,	,	PUNCT
bam-12372	210	12	et	et	PROPN
bam-12372	210	13	al	al	PROPN
bam-12372	210	14	.	.	PROPN
bam-12372	210	15	significance	significance	NOUN
bam-12372	210	16	of	of	ADP
bam-12372	210	17	resistance	resistance	NOUN
bam-12372	210	18	index	index	NOUN
bam-12372	210	19	and	and	CCONJ
bam-12372	210	20	pulsatility	pulsatility	NOUN
bam-12372	210	21	index	index	NOUN
bam-12372	210	22	in	in	ADP
bam-12372	210	23	differential	differential	ADJ
bam-12372	210	24	diagnosis	diagnosis	NOUN
bam-12372	210	25	of	of	ADP
bam-12372	210	26	breast	breast	NOUN
bam-12372	210	27	neoplasm	neoplasm	NOUN
bam-12372	210	28	.	.	PUNCT
bam-12372	211	1	zhongguo	zhongguo	PROPN
bam-12372	211	2	yi	yi	PROPN
bam-12372	211	3	xuekexue	xuekexue	PROPN
bam-12372	211	4	yuan	yuan	PROPN
bam-12372	211	5	xuebao	xuebao	PUNCT
bam-12372	212	1	1998;20:454	1998;20:454	PROPN
bam-12372	212	2	-	-	SYM
bam-12372	212	3	8	8	NUM
bam-12372	212	4	.	.	NOUN
bam-12372	213	1	27	27	NUM
bam-12372	213	2	.	.	PUNCT
bam-12372	214	1	choi	choi	PROPN
bam-12372	214	2	hy	hy	PROPN
bam-12372	214	3	,	,	PUNCT
bam-12372	214	4	kim	kim	PROPN
bam-12372	214	5	hy	hy	PROPN
bam-12372	214	6	,	,	PUNCT
bam-12372	214	7	baek	baek	NOUN
bam-12372	214	8	sy	sy	PROPN
bam-12372	214	9	,	,	PUNCT
bam-12372	214	10	et	et	PROPN
bam-12372	214	11	al	al	PROPN
bam-12372	214	12	.	.	PROPN
bam-12372	214	13	significance	significance	NOUN
bam-12372	214	14	of	of	ADP
bam-12372	214	15	resistive	resistive	ADJ
bam-12372	214	16	index	index	NOUN
bam-12372	214	17	in	in	ADP
bam-12372	214	18	color	color	NOUN
bam-12372	214	19	doppler	doppler	NOUN
bam-12372	214	20	ultrasonogram	ultrasonogram	NOUN
bam-12372	214	21	:	:	PUNCT
bam-12372	214	22	7	7	NUM
bam-12372	214	23	non	non	X
bam-12372	214	24	-co	-co	PROPN
bam-12372	214	25	mmerc	mmerc	PROPN
bam-12372	214	26	ial	ial	PROPN
bam-12372	215	1	us	us	PROPN
bam-12372	215	2	e	e	NOUN
bam-12372	215	3	o	o	NOUN
bam-12372	215	4	nly	nly	ADV
bam-12372	215	5	diagnostic	diagnostic	ADJ
bam-12372	215	6	value	value	NOUN
bam-12372	215	7	of	of	ADP
bam-12372	215	8	doppler	doppler	NOUN
bam-12372	215	9	ultrasound	ultrasound	NOUN
bam-12372	215	10	in	in	ADP
bam-12372	215	11	the	the	DET
bam-12372	215	12	diagnosis	diagnosis	NOUN
bam-12372	215	13	of	of	ADP
bam-12372	215	14	breast	breast	NOUN
bam-12372	215	15	masses	masse	NOUN
bam-12372	215	16	eur	eur	PROPN
bam-12372	215	17	j	j	PROPN
bam-12372	215	18	transl	transl	PROPN
bam-12372	215	19	myol	myol	ADV
bam-12372	215	20	34	34	NUM
bam-12372	215	21	(	(	PUNCT
bam-12372	215	22	2	2	NUM
bam-12372	215	23	)	)	PUNCT
bam-12372	215	24	12372	12372	NUM
bam-12372	215	25	,	,	PUNCT
bam-12372	215	26	2024	2024	NUM
bam-12372	215	27	doi	doi	NOUN
bam-12372	215	28	:	:	PUNCT
bam-12372	215	29	10.4081	10.4081	NUM
bam-12372	215	30	/	/	SYM
bam-12372	215	31	ejtm.2024.12372	ejtm.2024.12372	PROPN
bam-12372	215	32	differentiation	differentiation	NOUN
bam-12372	215	33	between	between	ADP
bam-12372	215	34	benign	benign	ADJ
bam-12372	215	35	and	and	CCONJ
bam-12372	215	36	malignant	malignant	ADJ
bam-12372	215	37	breast	breast	NOUN
bam-12372	215	38	masses	masse	NOUN
bam-12372	215	39	.	.	PUNCT
bam-12372	216	1	clin	clin	PROPN
bam-12372	216	2	imaging	imaging	PROPN
bam-12372	216	3	1999;23:284	1999;23:284	PROPN
bam-12372	216	4	-	-	SYM
bam-12372	216	5	8	8	NUM
bam-12372	216	6	.	.	PUNCT
bam-12372	216	7	28	28	NUM
bam-12372	216	8	.	.	PUNCT
bam-12372	217	1	parveen	parveen	PROPN
bam-12372	217	2	i	i	PRON
bam-12372	217	3	,	,	PUNCT
bam-12372	217	4	javed	javed	PROPN
bam-12372	217	5	k	k	PROPN
bam-12372	217	6	,	,	PUNCT
bam-12372	217	7	elahi	elahi	PROPN
bam-12372	217	8	b	b	PROPN
bam-12372	217	9	,	,	PUNCT
bam-12372	217	10	et	et	PROPN
bam-12372	217	11	al	al	PROPN
bam-12372	217	12	.	.	PUNCT
bam-12372	217	13	evaluation	evaluation	NOUN
bam-12372	217	14	of	of	ADP
bam-12372	217	15	breast	breast	NOUN
bam-12372	217	16	lesions	lesion	NOUN
bam-12372	217	17	with	with	ADP
bam-12372	217	18	doppler	doppler	NOUN
bam-12372	217	19	ultrasound	ultrasound	NOUN
bam-12372	217	20	:	:	PUNCT
bam-12372	217	21	diagnostic	diagnostic	ADJ
bam-12372	217	22	accuracy	accuracy	NOUN
bam-12372	217	23	of	of	ADP
bam-12372	217	24	resistive	resistive	ADJ
bam-12372	217	25	index	index	NOUN
bam-12372	217	26	as	as	ADP
bam-12372	217	27	a	a	DET
bam-12372	217	28	predictor	predictor	NOUN
bam-12372	217	29	of	of	ADP
bam-12372	217	30	malignancy	malignancy	NOUN
bam-12372	217	31	.	.	PUNCT
bam-12372	218	1	professional	professional	PROPN
bam-12372	218	2	med	med	PROPN
bam-12372	218	3	j	j	PROPN
bam-12372	218	4	2020;27:825	2020;27:825	PROPN
bam-12372	218	5	-	-	SYM
bam-12372	218	6	30	30	NUM
bam-12372	218	7	.	.	PUNCT
bam-12372	218	8	29	29	NUM
bam-12372	218	9	.	.	X
bam-12372	219	1	schmillevitch	schmillevitch	PROPN
bam-12372	219	2	j	j	PROPN
bam-12372	219	3	,	,	PUNCT
bam-12372	219	4	guimara˜es	guimara˜es	PROPN
bam-12372	219	5	filho	filho	PROPN
bam-12372	219	6	he´lio	he´lio	X
bam-12372	219	7	a	a	PRON
bam-12372	219	8	,	,	PUNCT
bam-12372	219	9	de	de	PROPN
bam-12372	219	10	nicola	nicola	PROPN
bam-12372	219	11	h	h	PROPN
bam-12372	219	12	,	,	PUNCT
bam-12372	219	13	et	et	PROPN
bam-12372	219	14	al	al	PROPN
bam-12372	219	15	.	.	PUNCT
bam-12372	219	16	utilization	utilization	NOUN
bam-12372	219	17	of	of	ADP
bam-12372	219	18	vascular	vascular	ADJ
bam-12372	219	19	resistance	resistance	NOUN
bam-12372	219	20	index	index	NOUN
bam-12372	219	21	in	in	ADP
bam-12372	219	22	the	the	DET
bam-12372	219	23	differentiation	differentiation	NOUN
bam-12372	219	24	between	between	ADP
bam-12372	219	25	benign	benign	ADJ
bam-12372	219	26	and	and	CCONJ
bam-12372	219	27	malignant	malignant	ADJ
bam-12372	219	28	breast	breast	NOUN
bam-12372	219	29	nodules	nodule	NOUN
bam-12372	219	30	.	.	PUNCT
bam-12372	220	1	radiol	radiol	PROPN
bam-12372	220	2	bras	bras	PROPN
bam-12372	220	3	2009;42	2009;42	NUM
bam-12372	220	4	:	:	PUNCT
bam-12372	220	5	241e4	241e4	NUM
bam-12372	220	6	.	.	PUNCT
bam-12372	221	1	disclaimer	disclaimer	PROPN
bam-12372	221	2	all	all	DET
bam-12372	221	3	claims	claim	NOUN
bam-12372	221	4	expressed	express	VERB
bam-12372	221	5	in	in	ADP
bam-12372	221	6	this	this	DET
bam-12372	221	7	article	article	NOUN
bam-12372	221	8	are	be	AUX
bam-12372	221	9	solely	solely	ADV
bam-12372	221	10	those	those	PRON
bam-12372	221	11	of	of	ADP
bam-12372	221	12	the	the	DET
bam-12372	221	13	authors	author	NOUN
bam-12372	221	14	and	and	CCONJ
bam-12372	221	15	do	do	AUX
bam-12372	221	16	not	not	PART
bam-12372	221	17	necessarily	necessarily	ADV
bam-12372	221	18	represent	represent	VERB
bam-12372	221	19	those	those	PRON
bam-12372	221	20	of	of	ADP
bam-12372	221	21	their	their	PRON
bam-12372	221	22	affiliated	affiliated	ADJ
bam-12372	221	23	organizations	organization	NOUN
bam-12372	221	24	,	,	PUNCT
bam-12372	221	25	or	or	CCONJ
bam-12372	221	26	those	those	PRON
bam-12372	221	27	of	of	ADP
bam-12372	221	28	the	the	DET
bam-12372	221	29	publisher	publisher	NOUN
bam-12372	221	30	,	,	PUNCT
bam-12372	221	31	the	the	DET
bam-12372	221	32	editors	editor	NOUN
bam-12372	221	33	and	and	CCONJ
bam-12372	221	34	the	the	DET
bam-12372	221	35	reviewers	reviewer	NOUN
bam-12372	221	36	.	.	PUNCT
bam-12372	222	1	any	any	DET
bam-12372	222	2	product	product	NOUN
bam-12372	222	3	that	that	PRON
bam-12372	222	4	may	may	AUX
bam-12372	222	5	be	be	AUX
bam-12372	222	6	evaluated	evaluate	VERB
bam-12372	222	7	in	in	ADP
bam-12372	222	8	this	this	DET
bam-12372	222	9	article	article	NOUN
bam-12372	222	10	or	or	CCONJ
bam-12372	222	11	claim	claim	NOUN
bam-12372	222	12	that	that	PRON
bam-12372	222	13	may	may	AUX
bam-12372	222	14	be	be	AUX
bam-12372	222	15	made	make	VERB
bam-12372	222	16	by	by	ADP
bam-12372	222	17	its	its	PRON
bam-12372	222	18	manufacturer	manufacturer	NOUN
bam-12372	222	19	is	be	AUX
bam-12372	222	20	not	not	PART
bam-12372	222	21	guaranteed	guarantee	VERB
bam-12372	222	22	or	or	CCONJ
bam-12372	222	23	endorsed	endorse	VERB
bam-12372	222	24	by	by	ADP
bam-12372	222	25	the	the	DET
bam-12372	222	26	publisher	publisher	NOUN
bam-12372	222	27	.	.	PUNCT
bam-12372	223	1	submission	submission	NOUN
bam-12372	223	2	:	:	PUNCT
bam-12372	223	3	9	9	NUM
bam-12372	223	4	february	february	NOUN
bam-12372	223	5	2024	2024	NUM
bam-12372	223	6	.	.	PUNCT
bam-12372	223	7	accepted	accept	VERB
bam-12372	223	8	for	for	ADP
bam-12372	223	9	publication	publication	NOUN
bam-12372	223	10	:	:	PUNCT
bam-12372	223	11	25	25	NUM
bam-12372	223	12	february	february	NOUN
bam-12372	223	13	2024	2024	NUM
bam-12372	223	14	.	.	PUNCT
bam-12372	224	1	eealry	eealry	NOUN
bam-12372	224	2	access	access	NOUN
bam-12372	224	3	:	:	PUNCT
bam-12372	224	4	26	26	NUM
bam-12372	224	5	march	march	NOUN
bam-12372	224	6	2024	2024	NUM
bam-12372	224	7	.	.	PUNCT
bam-12372	224	8	8	8	NUM
bam-12372	224	9	non	non	ADJ
bam-12372	224	10	-co	-co	PROPN
bam-12372	224	11	mmerc	mmerc	PROPN
bam-12372	224	12	ial	ial	PROPN
bam-12372	225	1	us	us	PROPN
bam-12372	225	2	e	e	NOUN
bam-12372	225	3	o	o	NOUN
bam-12372	226	1	nly	nly	ADV