id	sid	tid	token	lemma	pos
cana-639	1	1	communications	communication	NOUN
cana-639	1	2	on	on	ADP
cana-639	1	3	applied	apply	VERB
cana-639	1	4	nonlinear	nonlinear	ADJ
cana-639	1	5	analysis	analysis	NOUN
cana-639	1	6	issn	issn	NOUN
cana-639	1	7	:	:	PUNCT
cana-639	1	8	1074	1074	NUM
cana-639	1	9	-	-	PUNCT
cana-639	1	10	133x	133x	NUM
cana-639	1	11	vol	vol	NOUN
cana-639	1	12	31	31	NUM
cana-639	1	13	no	no	NOUN
cana-639	1	14	.	.	PUNCT
cana-639	2	1	2s	2s	NUM
cana-639	2	2	(	(	PUNCT
cana-639	2	3	2024	2024	NUM
cana-639	2	4	)	)	PUNCT
cana-639	2	5	253	253	NUM
cana-639	2	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-639	2	7	advancements	advancement	NOUN
cana-639	2	8	in	in	ADP
cana-639	2	9	non	non	ADJ
cana-639	2	10	-	-	ADJ
cana-639	2	11	linear	linear	ADJ
cana-639	2	12	content	content	NOUN
cana-639	2	13	-	-	PUNCT
cana-639	2	14	based	base	VERB
cana-639	2	15	image	image	NOUN
cana-639	2	16	retrieval	retrieval	NOUN
cana-639	2	17	(	(	PUNCT
cana-639	2	18	cbir	cbir	NOUN
cana-639	2	19	)	)	PUNCT
cana-639	2	20	systems	system	NOUN
cana-639	2	21	for	for	ADP
cana-639	2	22	image	image	NOUN
cana-639	2	23	analysis	analysis	NOUN
cana-639	2	24	1dr	1dr	NOUN
cana-639	2	25	y	y	PROPN
cana-639	2	26	padma	padma	NOUN
cana-639	2	27	,	,	PUNCT
cana-639	2	28	2koppula	2koppula	NUM
cana-639	2	29	srinivas	srinivas	PROPN
cana-639	2	30	rao	rao	PROPN
cana-639	2	31	,	,	PUNCT
cana-639	2	32	3dr	3dr	PROPN
cana-639	2	33	.	.	PUNCT
cana-639	3	1	k.	k.	PROPN
cana-639	3	2	swathi	swathi	PROPN
cana-639	3	3	,	,	PUNCT
cana-639	3	4	4rambabu	4rambabu	NUM
cana-639	3	5	pemula	pemula	NOUN
cana-639	3	6	,	,	PUNCT
cana-639	3	7	5*ms	5*ms	NUM
cana-639	3	8	.	.	PUNCT
cana-639	4	1	faiza	faiza	PROPN
cana-639	4	2	iram	iram	PROPN
cana-639	4	3	,	,	PUNCT
cana-639	4	4	6kayam	6kayam	NUM
cana-639	4	5	sai	sai	ADJ
cana-639	4	6	kumar	kumar	PROPN
cana-639	4	7	1assistant	1assistant	PROPN
cana-639	4	8	professor	professor	NOUN
cana-639	4	9	,	,	PUNCT
cana-639	4	10	department	department	NOUN
cana-639	4	11	of	of	ADP
cana-639	4	12	information	information	NOUN
cana-639	4	13	technology	technology	NOUN
cana-639	4	14	,	,	PUNCT
cana-639	4	15	p	p	PROPN
cana-639	4	16	v	v	ADP
cana-639	4	17	p	p	PROPN
cana-639	4	18	siddhartha	siddhartha	PROPN
cana-639	4	19	institute	institute	PROPN
cana-639	4	20	of	of	ADP
cana-639	4	21	technology	technology	PROPN
cana-639	4	22	,	,	PUNCT
cana-639	4	23	vijayawada	vijayawada	PROPN
cana-639	4	24	,	,	PUNCT
cana-639	4	25	padmayenuga@pvpsiddhartha.ac.in	padmayenuga@pvpsiddhartha.ac.in	VERB
cana-639	4	26	2professor	2professor	NUM
cana-639	4	27	in	in	ADP
cana-639	4	28	department	department	NOUN
cana-639	4	29	of	of	ADP
cana-639	4	30	computer	computer	NOUN
cana-639	4	31	science	science	NOUN
cana-639	4	32	and	and	CCONJ
cana-639	4	33	engineering	engineering	NOUN
cana-639	4	34	,	,	PUNCT
cana-639	4	35	mlr	mlr	PROPN
cana-639	4	36	institute	institute	PROPN
cana-639	4	37	of	of	ADP
cana-639	4	38	technology	technology	PROPN
cana-639	4	39	,	,	PUNCT
cana-639	4	40	hyderabad	hyderabad	PROPN
cana-639	4	41	,	,	PUNCT
cana-639	4	42	email	email	NOUN
cana-639	4	43	:	:	PUNCT
cana-639	4	44	ksreenu2k@gmail.com	ksreenu2k@gmail.com	PROPN
cana-639	4	45	3associate	3associate	NUM
cana-639	4	46	professor	professor	NOUN
cana-639	4	47	,	,	PUNCT
cana-639	4	48	dept	dept	NOUN
cana-639	4	49	.	.	PROPN
cana-639	5	1	of	of	ADP
cana-639	5	2	cse	cse	PROPN
cana-639	5	3	,	,	PUNCT
cana-639	6	1	koneru	koneru	PROPN
cana-639	6	2	lakshmaiah	lakshmaiah	PROPN
cana-639	6	3	education	education	PROPN
cana-639	6	4	foundation	foundation	PROPN
cana-639	6	5	,	,	PUNCT
cana-639	6	6	vaddeswaram	vaddeswaram	PROPN
cana-639	6	7	,	,	PUNCT
cana-639	7	1	a.	a.	NOUN
cana-639	7	2	p.	p.	NOUN
cana-639	7	3	dr.kswathi@kluniversity.in	dr.kswathi@kluniversity.in	NOUN
cana-639	8	1	4associate	4associate	NUM
cana-639	8	2	professor	professor	NOUN
cana-639	8	3	,	,	PUNCT
cana-639	8	4	department	department	NOUN
cana-639	8	5	of	of	ADP
cana-639	8	6	artificial	artificial	ADJ
cana-639	8	7	intelligence	intelligence	NOUN
cana-639	8	8	,	,	PUNCT
cana-639	8	9	vidya	vidya	PROPN
cana-639	8	10	jyothi	jyothi	PROPN
cana-639	8	11	institute	institute	PROPN
cana-639	8	12	of	of	ADP
cana-639	8	13	technology	technology	PROPN
cana-639	8	14	,	,	PUNCT
cana-639	8	15	hyderabad	hyderabad	PROPN
cana-639	8	16	,	,	PUNCT
cana-639	8	17	india	india	PROPN
cana-639	8	18	,	,	PUNCT
cana-639	8	19	rpemula@gmail.com	rpemula@gmail.com	X
cana-639	9	1	5assistant	5assistant	NUM
cana-639	9	2	professor	professor	NOUN
cana-639	9	3	,	,	PUNCT
cana-639	9	4	school	school	NOUN
cana-639	9	5	of	of	ADP
cana-639	9	6	computer	computer	NOUN
cana-639	9	7	science	science	NOUN
cana-639	9	8	and	and	CCONJ
cana-639	9	9	artificial	artificial	ADJ
cana-639	9	10	intelligence	intelligence	NOUN
cana-639	9	11	,	,	PUNCT
cana-639	9	12	sr	sr	PROPN
cana-639	9	13	university	university	PROPN
cana-639	9	14	,	,	PUNCT
cana-639	9	15	warangal	warangal	PROPN
cana-639	9	16	,	,	PUNCT
cana-639	9	17	telangana	telangana	PROPN
cana-639	9	18	,	,	PUNCT
cana-639	9	19	india	india	PROPN
cana-639	9	20	,	,	PUNCT
cana-639	9	21	email	email	NOUN
cana-639	9	22	:	:	PUNCT
cana-639	9	23	faiza.iram@sru.edu.in	faiza.iram@sru.edu.in	X
cana-639	9	24	6school	6school	NUM
cana-639	9	25	of	of	ADP
cana-639	9	26	engineering	engineering	NOUN
cana-639	9	27	,	,	PUNCT
cana-639	9	28	department	department	PROPN
cana-639	9	29	of	of	ADP
cana-639	9	30	cse	cse	PROPN
cana-639	9	31	,	,	PUNCT
cana-639	9	32	malla	malla	PROPN
cana-639	9	33	reddy	reddy	PROPN
cana-639	9	34	university	university	PROPN
cana-639	9	35	,	,	PUNCT
cana-639	9	36	maisammaguda	maisammaguda	NOUN
cana-639	9	37	,	,	PUNCT
cana-639	9	38	dulapally	dulapally	ADV
cana-639	9	39	,	,	PUNCT
cana-639	9	40	hyderabad	hyderabad	PROPN
cana-639	9	41	,	,	PUNCT
cana-639	9	42	telangana	telangana	PROPN
cana-639	9	43	500043	500043	NUM
cana-639	9	44	,	,	PUNCT
cana-639	9	45	saikumarkayam4@ieee.org	saikumarkayam4@ieee.org	NUM
cana-639	9	46	article	article	NOUN
cana-639	9	47	history	history	NOUN
cana-639	9	48	:	:	PUNCT
cana-639	9	49	received	receive	VERB
cana-639	9	50	:	:	PUNCT
cana-639	9	51	30	30	NUM
cana-639	9	52	-	-	SYM
cana-639	9	53	03	03	NUM
cana-639	9	54	-	-	PUNCT
cana-639	9	55	2024	2024	NUM
cana-639	9	56	revised	revise	VERB
cana-639	9	57	:	:	PUNCT
cana-639	9	58	15	15	NUM
cana-639	9	59	-	-	SYM
cana-639	9	60	05	05	NUM
cana-639	9	61	-	-	PUNCT
cana-639	9	62	2024	2024	NUM
cana-639	9	63	accepted	accept	VERB
cana-639	9	64	:	:	PUNCT
cana-639	9	65	25	25	NUM
cana-639	9	66	-	-	PUNCT
cana-639	9	67	05	05	NUM
cana-639	9	68	-	-	PUNCT
cana-639	9	69	2024	2024	NUM
cana-639	9	70	abstract	abstract	NOUN
cana-639	9	71	:	:	PUNCT
cana-639	9	72	content	content	NOUN
cana-639	9	73	-	-	PUNCT
cana-639	9	74	based	base	VERB
cana-639	9	75	image	image	NOUN
cana-639	9	76	retrieval	retrieval	NOUN
cana-639	9	77	(	(	PUNCT
cana-639	9	78	cbir	cbir	NOUN
cana-639	9	79	)	)	PUNCT
cana-639	9	80	systems	system	NOUN
cana-639	9	81	have	have	AUX
cana-639	9	82	witnessed	witness	VERB
cana-639	9	83	significant	significant	ADJ
cana-639	9	84	advancements	advancement	NOUN
cana-639	9	85	in	in	ADP
cana-639	9	86	recent	recent	ADJ
cana-639	9	87	years	year	NOUN
cana-639	9	88	,	,	PUNCT
cana-639	9	89	particularly	particularly	ADV
cana-639	9	90	in	in	ADP
cana-639	9	91	the	the	DET
cana-639	9	92	domain	domain	NOUN
cana-639	9	93	of	of	ADP
cana-639	9	94	medical	medical	ADJ
cana-639	9	95	image	image	NOUN
cana-639	9	96	analysis	analysis	NOUN
cana-639	9	97	.	.	PUNCT
cana-639	10	1	this	this	DET
cana-639	10	2	paper	paper	NOUN
cana-639	10	3	provides	provide	VERB
cana-639	10	4	an	an	DET
cana-639	10	5	introductory	introductory	ADJ
cana-639	10	6	overview	overview	NOUN
cana-639	10	7	of	of	ADP
cana-639	10	8	these	these	DET
cana-639	10	9	advancements	advancement	NOUN
cana-639	10	10	in	in	ADP
cana-639	10	11	cbir	cbir	NOUN
cana-639	10	12	systems	system	NOUN
cana-639	10	13	tailored	tailor	VERB
cana-639	10	14	for	for	ADP
cana-639	10	15	medical	medical	ADJ
cana-639	10	16	image	image	NOUN
cana-639	10	17	analysis	analysis	NOUN
cana-639	10	18	.	.	PUNCT
cana-639	11	1	the	the	DET
cana-639	11	2	evolution	evolution	NOUN
cana-639	11	3	of	of	ADP
cana-639	11	4	cbir	cbir	NOUN
cana-639	11	5	techniques	technique	NOUN
cana-639	11	6	and	and	CCONJ
cana-639	11	7	their	their	PRON
cana-639	11	8	applications	application	NOUN
cana-639	11	9	in	in	ADP
cana-639	11	10	the	the	DET
cana-639	11	11	medical	medical	ADJ
cana-639	11	12	field	field	NOUN
cana-639	11	13	are	be	AUX
cana-639	11	14	discussed	discuss	VERB
cana-639	11	15	,	,	PUNCT
cana-639	11	16	highlighting	highlight	VERB
cana-639	11	17	their	their	PRON
cana-639	11	18	importance	importance	NOUN
cana-639	11	19	in	in	ADP
cana-639	11	20	tasks	task	NOUN
cana-639	11	21	such	such	ADJ
cana-639	11	22	as	as	ADP
cana-639	11	23	diagnosis	diagnosis	NOUN
cana-639	11	24	,	,	PUNCT
cana-639	11	25	treatment	treatment	NOUN
cana-639	11	26	planning	planning	NOUN
cana-639	11	27	,	,	PUNCT
cana-639	11	28	and	and	CCONJ
cana-639	11	29	research	research	NOUN
cana-639	11	30	.	.	PUNCT
cana-639	12	1	various	various	ADJ
cana-639	12	2	modalities	modality	NOUN
cana-639	12	3	of	of	ADP
cana-639	12	4	medical	medical	ADJ
cana-639	12	5	imaging	imaging	NOUN
cana-639	12	6	,	,	PUNCT
cana-639	12	7	including	include	VERB
cana-639	12	8	x	x	NOUN
cana-639	12	9	-	-	NOUN
cana-639	12	10	rays	ray	NOUN
cana-639	12	11	,	,	PUNCT
cana-639	12	12	ct	ct	NUM
cana-639	12	13	scans	scan	NOUN
cana-639	12	14	,	,	PUNCT
cana-639	12	15	mri	mri	NOUN
cana-639	12	16	,	,	PUNCT
cana-639	12	17	and	and	CCONJ
cana-639	12	18	pet	pet	NOUN
cana-639	12	19	,	,	PUNCT
cana-639	12	20	are	be	AUX
cana-639	12	21	addressed	address	VERB
cana-639	12	22	in	in	ADP
cana-639	12	23	the	the	DET
cana-639	12	24	context	context	NOUN
cana-639	12	25	of	of	ADP
cana-639	12	26	cbir	cbir	NOUN
cana-639	12	27	systems	system	NOUN
cana-639	12	28	.	.	PUNCT
cana-639	13	1	lung	lung	NOUN
cana-639	13	2	cancer	cancer	NOUN
cana-639	13	3	incidence	incidence	NOUN
cana-639	13	4	rates	rate	NOUN
cana-639	13	5	vary	vary	VERB
cana-639	13	6	across	across	ADP
cana-639	13	7	regions	region	NOUN
cana-639	13	8	,	,	PUNCT
cana-639	13	9	with	with	ADP
cana-639	13	10	the	the	DET
cana-639	13	11	highest	high	ADJ
cana-639	13	12	rates	rate	NOUN
cana-639	13	13	observed	observe	VERB
cana-639	13	14	in	in	ADP
cana-639	13	15	north	north	PROPN
cana-639	13	16	america	america	PROPN
cana-639	13	17	,	,	PUNCT
cana-639	13	18	europe	europe	PROPN
cana-639	13	19	,	,	PUNCT
cana-639	13	20	eastern	eastern	PROPN
cana-639	13	21	asia	asia	PROPN
cana-639	13	22	,	,	PUNCT
cana-639	13	23	and	and	CCONJ
cana-639	13	24	south	south	PROPN
cana-639	13	25	america	america	PROPN
cana-639	13	26	,	,	PUNCT
cana-639	13	27	and	and	CCONJ
cana-639	13	28	the	the	DET
cana-639	13	29	lowest	low	ADJ
cana-639	13	30	rates	rate	NOUN
cana-639	13	31	in	in	ADP
cana-639	13	32	certain	certain	ADJ
cana-639	13	33	geographic	geographic	ADJ
cana-639	13	34	areas	area	NOUN
cana-639	13	35	.	.	PUNCT
cana-639	14	1	moreover	moreover	ADV
cana-639	14	2	,	,	PUNCT
cana-639	14	3	the	the	DET
cana-639	14	4	integration	integration	NOUN
cana-639	14	5	of	of	ADP
cana-639	14	6	machine	machine	NOUN
cana-639	14	7	learning	learning	NOUN
cana-639	14	8	and	and	CCONJ
cana-639	14	9	deep	deep	ADJ
cana-639	14	10	learning	learning	NOUN
cana-639	14	11	approaches	approach	NOUN
cana-639	14	12	in	in	ADP
cana-639	14	13	cbir	cbir	NOUN
cana-639	14	14	systems	system	NOUN
cana-639	14	15	is	be	AUX
cana-639	14	16	explored	explore	VERB
cana-639	14	17	,	,	PUNCT
cana-639	14	18	emphasizing	emphasize	VERB
cana-639	14	19	their	their	PRON
cana-639	14	20	role	role	NOUN
cana-639	14	21	in	in	ADP
cana-639	14	22	enhancing	enhance	VERB
cana-639	14	23	image	image	NOUN
cana-639	14	24	retrieval	retrieval	NOUN
cana-639	14	25	accuracy	accuracy	NOUN
cana-639	14	26	and	and	CCONJ
cana-639	14	27	efficiency	efficiency	NOUN
cana-639	14	28	.	.	PUNCT
cana-639	15	1	additionally	additionally	ADV
cana-639	15	2	,	,	PUNCT
cana-639	15	3	challenges	challenge	NOUN
cana-639	15	4	and	and	CCONJ
cana-639	15	5	future	future	ADJ
cana-639	15	6	directions	direction	NOUN
cana-639	15	7	in	in	ADP
cana-639	15	8	the	the	DET
cana-639	15	9	development	development	NOUN
cana-639	15	10	and	and	CCONJ
cana-639	15	11	deployment	deployment	NOUN
cana-639	15	12	of	of	ADP
cana-639	15	13	cbir	cbir	NOUN
cana-639	15	14	systems	system	NOUN
cana-639	15	15	for	for	ADP
cana-639	15	16	medical	medical	ADJ
cana-639	15	17	image	image	NOUN
cana-639	15	18	analysis	analysis	NOUN
cana-639	15	19	are	be	AUX
cana-639	15	20	discussed	discuss	VERB
cana-639	15	21	,	,	PUNCT
cana-639	15	22	providing	provide	VERB
cana-639	15	23	insights	insight	NOUN
cana-639	15	24	into	into	ADP
cana-639	15	25	potential	potential	ADJ
cana-639	15	26	avenues	avenue	NOUN
cana-639	15	27	for	for	ADP
cana-639	15	28	further	further	ADJ
cana-639	15	29	research	research	NOUN
cana-639	15	30	and	and	CCONJ
cana-639	15	31	innovation	innovation	NOUN
cana-639	15	32	in	in	ADP
cana-639	15	33	this	this	DET
cana-639	15	34	rapidly	rapidly	ADV
cana-639	15	35	evolving	evolve	VERB
cana-639	15	36	field	field	NOUN
cana-639	15	37	.	.	PUNCT
cana-639	16	1	keywords	keyword	NOUN
cana-639	16	2	:	:	PUNCT
cana-639	16	3	machine	machine	NOUN
cana-639	16	4	learning	learning	NOUN
cana-639	16	5	,	,	PUNCT
cana-639	16	6	deep	deep	ADJ
cana-639	16	7	learning	learning	NOUN
cana-639	16	8	,	,	PUNCT
cana-639	16	9	neural	neural	ADJ
cana-639	16	10	networks	network	NOUN
cana-639	16	11	,	,	PUNCT
cana-639	16	12	pathology	pathology	NOUN
cana-639	16	13	,	,	PUNCT
cana-639	16	14	histopathology	histopathology	NOUN
cana-639	16	15	.	.	PUNCT
cana-639	17	1	1	1	X
cana-639	17	2	.	.	X
cana-639	17	3	introduction	introduction	NOUN
cana-639	17	4	in	in	ADP
cana-639	17	5	recent	recent	ADJ
cana-639	17	6	years	year	NOUN
cana-639	17	7	,	,	PUNCT
cana-639	17	8	content	content	NOUN
cana-639	17	9	-	-	PUNCT
cana-639	17	10	based	base	VERB
cana-639	17	11	image	image	NOUN
cana-639	17	12	retrieval	retrieval	NOUN
cana-639	17	13	(	(	PUNCT
cana-639	17	14	cbir	cbir	NOUN
cana-639	17	15	)	)	PUNCT
cana-639	17	16	systems	system	NOUN
cana-639	17	17	have	have	AUX
cana-639	17	18	emerged	emerge	VERB
cana-639	17	19	as	as	ADP
cana-639	17	20	crucial	crucial	ADJ
cana-639	17	21	tools	tool	NOUN
cana-639	17	22	in	in	ADP
cana-639	17	23	the	the	DET
cana-639	17	24	realm	realm	NOUN
cana-639	17	25	of	of	ADP
cana-639	17	26	medical	medical	ADJ
cana-639	17	27	image	image	NOUN
cana-639	17	28	analysis	analysis	NOUN
cana-639	17	29	,	,	PUNCT
cana-639	17	30	offering	offer	VERB
cana-639	17	31	innovative	innovative	ADJ
cana-639	17	32	solutions	solution	NOUN
cana-639	17	33	for	for	ADP
cana-639	17	34	retrieving	retrieve	VERB
cana-639	17	35	and	and	CCONJ
cana-639	17	36	analyzing	analyze	VERB
cana-639	17	37	medical	medical	ADJ
cana-639	17	38	images	image	NOUN
cana-639	17	39	based	base	VERB
cana-639	17	40	on	on	ADP
cana-639	17	41	their	their	PRON
cana-639	17	42	content	content	NOUN
cana-639	17	43	characteristics	characteristic	NOUN
cana-639	17	44	.	.	PUNCT
cana-639	18	1	these	these	DET
cana-639	18	2	systems	system	NOUN
cana-639	18	3	leverage	leverage	NOUN
cana-639	18	4	advanced	advanced	ADJ
cana-639	18	5	algorithms	algorithm	NOUN
cana-639	18	6	and	and	CCONJ
cana-639	18	7	techniques	technique	NOUN
cana-639	18	8	to	to	PART
cana-639	18	9	enable	enable	VERB
cana-639	18	10	efficient	efficient	ADJ
cana-639	18	11	and	and	CCONJ
cana-639	18	12	effective	effective	ADJ
cana-639	18	13	retrieval	retrieval	NOUN
cana-639	18	14	of	of	ADP
cana-639	18	15	medical	medical	ADJ
cana-639	18	16	images	image	NOUN
cana-639	18	17	,	,	PUNCT
cana-639	18	18	facilitating	facilitate	VERB
cana-639	18	19	tasks	task	NOUN
cana-639	18	20	such	such	ADJ
cana-639	18	21	as	as	ADP
cana-639	18	22	diagnosis	diagnosis	NOUN
cana-639	18	23	,	,	PUNCT
cana-639	18	24	treatment	treatment	NOUN
cana-639	18	25	planning	planning	NOUN
cana-639	18	26	,	,	PUNCT
cana-639	18	27	and	and	CCONJ
cana-639	18	28	research	research	NOUN
cana-639	18	29	.	.	PUNCT
cana-639	19	1	this	this	DET
cana-639	19	2	introduction	introduction	NOUN
cana-639	19	3	provides	provide	VERB
cana-639	19	4	an	an	DET
cana-639	19	5	overview	overview	NOUN
cana-639	19	6	of	of	ADP
cana-639	19	7	the	the	DET
cana-639	19	8	advancements	advancement	NOUN
cana-639	19	9	in	in	ADP
cana-639	19	10	cbir	cbir	NOUN
cana-639	19	11	systems	system	NOUN
cana-639	19	12	specifically	specifically	ADV
cana-639	19	13	tailored	tailor	VERB
cana-639	19	14	for	for	ADP
cana-639	19	15	medical	medical	ADJ
cana-639	19	16	image	image	NOUN
cana-639	19	17	analysis	analysis	NOUN
cana-639	19	18	.	.	PUNCT
cana-639	20	1	carcinoma	carcinoma	NOUN
cana-639	20	2	is	be	AUX
cana-639	20	3	the	the	DET
cana-639	20	4	communications	communication	NOUN
cana-639	20	5	on	on	ADP
cana-639	20	6	applied	apply	VERB
cana-639	20	7	nonlinear	nonlinear	ADJ
cana-639	20	8	analysis	analysis	NOUN
cana-639	20	9	issn	issn	NOUN
cana-639	20	10	:	:	PUNCT
cana-639	20	11	1074	1074	NUM
cana-639	20	12	-	-	PUNCT
cana-639	20	13	133x	133x	NUM
cana-639	20	14	vol	vol	NOUN
cana-639	20	15	31	31	NUM
cana-639	20	16	no	no	NOUN
cana-639	20	17	.	.	PUNCT
cana-639	21	1	2s	2s	NUM
cana-639	21	2	(	(	PUNCT
cana-639	21	3	2024	2024	NUM
cana-639	21	4	)	)	PUNCT
cana-639	21	5	254	254	NUM
cana-639	21	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-639	21	7	leading	lead	VERB
cana-639	21	8	cause	cause	NOUN
cana-639	21	9	of	of	ADP
cana-639	21	10	cancer	cancer	NOUN
cana-639	21	11	-	-	PUNCT
cana-639	21	12	related	relate	VERB
cana-639	21	13	deaths	death	NOUN
cana-639	21	14	globally	globally	ADV
cana-639	21	15	,	,	PUNCT
cana-639	21	16	affecting	affect	VERB
cana-639	21	17	both	both	DET
cana-639	21	18	men	man	NOUN
cana-639	21	19	and	and	CCONJ
cana-639	21	20	women	woman	NOUN
cana-639	21	21	.	.	PUNCT
cana-639	22	1	according	accord	VERB
cana-639	22	2	to	to	ADP
cana-639	22	3	who	who	PRON
cana-639	22	4	reports	report	VERB
cana-639	22	5	,	,	PUNCT
cana-639	22	6	there	there	PRON
cana-639	22	7	were	be	VERB
cana-639	22	8	an	an	DET
cana-639	22	9	estimated	estimate	VERB
cana-639	22	10	9.6	9.6	NUM
cana-639	22	11	million	million	NUM
cana-639	22	12	deaths	death	NOUN
cana-639	22	13	due	due	ADJ
cana-639	22	14	to	to	ADP
cana-639	22	15	lung	lung	NOUN
cana-639	22	16	cancer	cancer	NOUN
cana-639	22	17	in	in	ADP
cana-639	22	18	2018	2018	NUM
cana-639	22	19	,	,	PUNCT
cana-639	22	20	with	with	SCONJ
cana-639	22	21	approximately	approximately	ADV
cana-639	22	22	2.09	2.09	NUM
cana-639	22	23	million	million	NUM
cana-639	22	24	new	new	ADJ
cana-639	22	25	cases	case	NOUN
cana-639	22	26	reported	report	VERB
cana-639	22	27	.	.	PUNCT
cana-639	23	1	as	as	ADP
cana-639	23	2	of	of	ADP
cana-639	23	3	january	january	PROPN
cana-639	23	4	1	1	NUM
cana-639	23	5	,	,	PUNCT
cana-639	23	6	2016	2016	NUM
cana-639	23	7	,	,	PUNCT
cana-639	23	8	there	there	PRON
cana-639	23	9	were	be	VERB
cana-639	23	10	over	over	ADP
cana-639	23	11	15.5	15.5	NUM
cana-639	23	12	million	million	NUM
cana-639	23	13	americans	americans	PROPN
cana-639	23	14	living	live	VERB
cana-639	23	15	with	with	ADP
cana-639	23	16	a	a	DET
cana-639	23	17	history	history	NOUN
cana-639	23	18	of	of	ADP
cana-639	23	19	cancer	cancer	NOUN
cana-639	23	20	,	,	PUNCT
cana-639	23	21	many	many	ADJ
cana-639	23	22	of	of	ADP
cana-639	23	23	whom	whom	PRON
cana-639	23	24	were	be	AUX
cana-639	23	25	diagnosed	diagnose	VERB
cana-639	23	26	years	year	NOUN
cana-639	23	27	ago	ago	ADV
cana-639	23	28	and	and	CCONJ
cana-639	23	29	are	be	AUX
cana-639	23	30	currently	currently	ADV
cana-639	23	31	disease	disease	NOUN
cana-639	23	32	-	-	PUNCT
cana-639	23	33	free	free	ADJ
cana-639	23	34	.	.	PUNCT
cana-639	24	1	lung	lung	NOUN
cana-639	24	2	cancer	cancer	NOUN
cana-639	24	3	incidence	incidence	NOUN
cana-639	24	4	rates	rate	NOUN
cana-639	24	5	vary	vary	VERB
cana-639	24	6	across	across	ADP
cana-639	24	7	regions	region	NOUN
cana-639	24	8	,	,	PUNCT
cana-639	24	9	with	with	ADP
cana-639	24	10	the	the	DET
cana-639	24	11	highest	high	ADJ
cana-639	24	12	rates	rate	NOUN
cana-639	24	13	observed	observe	VERB
cana-639	24	14	in	in	ADP
cana-639	24	15	north	north	PROPN
cana-639	24	16	america	america	PROPN
cana-639	24	17	,	,	PUNCT
cana-639	24	18	europe	europe	PROPN
cana-639	24	19	,	,	PUNCT
cana-639	24	20	eastern	eastern	PROPN
cana-639	24	21	asia	asia	PROPN
cana-639	24	22	,	,	PUNCT
cana-639	24	23	and	and	CCONJ
cana-639	24	24	south	south	PROPN
cana-639	24	25	america	america	PROPN
cana-639	24	26	,	,	PUNCT
cana-639	24	27	and	and	CCONJ
cana-639	24	28	the	the	DET
cana-639	24	29	lowest	low	ADJ
cana-639	24	30	rates	rate	NOUN
cana-639	24	31	in	in	ADP
cana-639	24	32	certain	certain	ADJ
cana-639	24	33	geographic	geographic	ADJ
cana-639	24	34	areas	area	NOUN
cana-639	24	35	.	.	PUNCT
cana-639	25	1	despite	despite	SCONJ
cana-639	25	2	lower	low	ADJ
cana-639	25	3	smoking	smoking	NOUN
cana-639	25	4	prevalence	prevalence	NOUN
cana-639	25	5	,	,	PUNCT
cana-639	25	6	lung	lung	NOUN
cana-639	25	7	cancer	cancer	NOUN
cana-639	25	8	rates	rate	NOUN
cana-639	25	9	among	among	ADP
cana-639	25	10	chinese	chinese	ADJ
cana-639	25	11	women	woman	NOUN
cana-639	25	12	exceed	exceed	VERB
cana-639	25	13	those	those	PRON
cana-639	25	14	in	in	ADP
cana-639	25	15	european	european	ADJ
cana-639	25	16	countries	country	NOUN
cana-639	25	17	due	due	ADP
cana-639	25	18	to	to	ADP
cana-639	25	19	indoor	indoor	ADJ
cana-639	25	20	pollution	pollution	NOUN
cana-639	25	21	.	.	PUNCT
cana-639	26	1	the	the	DET
cana-639	26	2	evolution	evolution	NOUN
cana-639	26	3	of	of	ADP
cana-639	26	4	cbir	cbir	NOUN
cana-639	26	5	technology	technology	NOUN
cana-639	26	6	has	have	AUX
cana-639	26	7	been	be	AUX
cana-639	26	8	driven	drive	VERB
cana-639	26	9	by	by	ADP
cana-639	26	10	the	the	DET
cana-639	26	11	increasing	increase	VERB
cana-639	26	12	demand	demand	NOUN
cana-639	26	13	for	for	ADP
cana-639	26	14	automated	automate	VERB
cana-639	26	15	image	image	NOUN
cana-639	26	16	analysis	analysis	NOUN
cana-639	26	17	tools	tool	NOUN
cana-639	26	18	in	in	ADP
cana-639	26	19	the	the	DET
cana-639	26	20	medical	medical	ADJ
cana-639	26	21	field	field	NOUN
cana-639	26	22	.	.	PUNCT
cana-639	27	1	traditional	traditional	ADJ
cana-639	27	2	methods	method	NOUN
cana-639	27	3	of	of	ADP
cana-639	27	4	image	image	NOUN
cana-639	27	5	retrieval	retrieval	NOUN
cana-639	27	6	often	often	ADV
cana-639	27	7	rely	rely	VERB
cana-639	27	8	on	on	ADP
cana-639	27	9	textbased	textbase	VERB
cana-639	27	10	queries	query	NOUN
cana-639	27	11	or	or	CCONJ
cana-639	27	12	manual	manual	ADJ
cana-639	27	13	annotations	annotation	NOUN
cana-639	27	14	,	,	PUNCT
cana-639	27	15	which	which	PRON
cana-639	27	16	may	may	AUX
cana-639	27	17	not	not	PART
cana-639	27	18	fully	fully	ADV
cana-639	27	19	capture	capture	VERB
cana-639	27	20	the	the	DET
cana-639	27	21	rich	rich	ADJ
cana-639	27	22	content	content	NOUN
cana-639	27	23	of	of	ADP
cana-639	27	24	medical	medical	ADJ
cana-639	27	25	images	image	NOUN
cana-639	27	26	.	.	PUNCT
cana-639	28	1	cbir	cbir	NOUN
cana-639	28	2	systems	system	NOUN
cana-639	28	3	,	,	PUNCT
cana-639	28	4	on	on	ADP
cana-639	28	5	the	the	DET
cana-639	28	6	other	other	ADJ
cana-639	28	7	hand	hand	NOUN
cana-639	28	8	,	,	PUNCT
cana-639	28	9	analyze	analyze	VERB
cana-639	28	10	the	the	DET
cana-639	28	11	visual	visual	ADJ
cana-639	28	12	content	content	NOUN
cana-639	28	13	of	of	ADP
cana-639	28	14	images	image	NOUN
cana-639	28	15	,	,	PUNCT
cana-639	28	16	including	include	VERB
cana-639	28	17	features	feature	NOUN
cana-639	28	18	such	such	ADJ
cana-639	28	19	as	as	ADP
cana-639	28	20	texture	texture	NOUN
cana-639	28	21	,	,	PUNCT
cana-639	28	22	shape	shape	NOUN
cana-639	28	23	,	,	PUNCT
cana-639	28	24	and	and	CCONJ
cana-639	28	25	intensity	intensity	NOUN
cana-639	28	26	,	,	PUNCT
cana-639	28	27	to	to	PART
cana-639	28	28	retrieve	retrieve	VERB
cana-639	28	29	images	image	NOUN
cana-639	28	30	that	that	PRON
cana-639	28	31	are	be	AUX
cana-639	28	32	visually	visually	ADV
cana-639	28	33	similar	similar	ADJ
cana-639	28	34	to	to	ADP
cana-639	28	35	a	a	DET
cana-639	28	36	given	give	VERB
cana-639	28	37	query	query	NOUN
cana-639	28	38	image	image	NOUN
cana-639	28	39	.	.	PUNCT
cana-639	29	1	one	one	NUM
cana-639	29	2	of	of	ADP
cana-639	29	3	the	the	DET
cana-639	29	4	key	key	ADJ
cana-639	29	5	areas	area	NOUN
cana-639	29	6	of	of	ADP
cana-639	29	7	advancement	advancement	NOUN
cana-639	29	8	in	in	ADP
cana-639	29	9	cbir	cbir	NOUN
cana-639	29	10	systems	system	NOUN
cana-639	29	11	for	for	ADP
cana-639	29	12	medical	medical	ADJ
cana-639	29	13	image	image	NOUN
cana-639	29	14	analysis	analysis	NOUN
cana-639	29	15	is	be	AUX
cana-639	29	16	the	the	DET
cana-639	29	17	integration	integration	NOUN
cana-639	29	18	of	of	ADP
cana-639	29	19	machine	machine	NOUN
cana-639	29	20	learning	learning	NOUN
cana-639	29	21	and	and	CCONJ
cana-639	29	22	deep	deep	ADJ
cana-639	29	23	learning	learning	NOUN
cana-639	29	24	techniques	technique	NOUN
cana-639	29	25	.	.	PUNCT
cana-639	30	1	these	these	DET
cana-639	30	2	approaches	approach	NOUN
cana-639	30	3	enable	enable	VERB
cana-639	30	4	cbir	cbir	NOUN
cana-639	30	5	systems	system	NOUN
cana-639	30	6	to	to	PART
cana-639	30	7	learn	learn	VERB
cana-639	30	8	complex	complex	ADJ
cana-639	30	9	patterns	pattern	NOUN
cana-639	30	10	and	and	CCONJ
cana-639	30	11	relationships	relationship	NOUN
cana-639	30	12	within	within	ADP
cana-639	30	13	medical	medical	ADJ
cana-639	30	14	images	image	NOUN
cana-639	30	15	,	,	PUNCT
cana-639	30	16	leading	lead	VERB
cana-639	30	17	to	to	ADP
cana-639	30	18	improved	improved	ADJ
cana-639	30	19	accuracy	accuracy	NOUN
cana-639	30	20	and	and	CCONJ
cana-639	30	21	robustness	robustness	NOUN
cana-639	30	22	in	in	ADP
cana-639	30	23	image	image	NOUN
cana-639	30	24	retrieval	retrieval	NOUN
cana-639	30	25	tasks	task	NOUN
cana-639	30	26	.	.	PUNCT
cana-639	31	1	additionally	additionally	ADV
cana-639	31	2	,	,	PUNCT
cana-639	31	3	the	the	DET
cana-639	31	4	availability	availability	NOUN
cana-639	31	5	of	of	ADP
cana-639	31	6	large	large	ADJ
cana-639	31	7	-	-	PUNCT
cana-639	31	8	scale	scale	NOUN
cana-639	31	9	medical	medical	ADJ
cana-639	31	10	image	image	NOUN
cana-639	31	11	datasets	dataset	NOUN
cana-639	31	12	has	have	AUX
cana-639	31	13	facilitated	facilitate	VERB
cana-639	31	14	the	the	DET
cana-639	31	15	training	training	NOUN
cana-639	31	16	of	of	ADP
cana-639	31	17	deep	deep	ADJ
cana-639	31	18	learning	learning	NOUN
cana-639	31	19	models	model	NOUN
cana-639	31	20	,	,	PUNCT
cana-639	31	21	further	far	ADV
cana-639	31	22	enhancing	enhance	VERB
cana-639	31	23	the	the	DET
cana-639	31	24	performance	performance	NOUN
cana-639	31	25	of	of	ADP
cana-639	31	26	cbir	cbir	NOUN
cana-639	31	27	systems	system	NOUN
cana-639	31	28	.	.	PUNCT
cana-639	32	1	another	another	DET
cana-639	32	2	important	important	ADJ
cana-639	32	3	aspect	aspect	NOUN
cana-639	32	4	of	of	ADP
cana-639	32	5	cbir	cbir	NOUN
cana-639	32	6	systems	system	NOUN
cana-639	32	7	in	in	ADP
cana-639	32	8	medical	medical	ADJ
cana-639	32	9	image	image	NOUN
cana-639	32	10	analysis	analysis	NOUN
cana-639	32	11	is	be	AUX
cana-639	32	12	their	their	PRON
cana-639	32	13	ability	ability	NOUN
cana-639	32	14	to	to	PART
cana-639	32	15	handle	handle	VERB
cana-639	32	16	various	various	ADJ
cana-639	32	17	modalities	modality	NOUN
cana-639	32	18	of	of	ADP
cana-639	32	19	medical	medical	ADJ
cana-639	32	20	imaging	imaging	NOUN
cana-639	32	21	,	,	PUNCT
cana-639	32	22	including	include	VERB
cana-639	32	23	x	x	NOUN
cana-639	32	24	-	-	NOUN
cana-639	32	25	rays	ray	NOUN
cana-639	32	26	,	,	PUNCT
cana-639	32	27	ct	ct	NUM
cana-639	32	28	scans	scan	NOUN
cana-639	32	29	,	,	PUNCT
cana-639	32	30	mri	mri	NOUN
cana-639	32	31	,	,	PUNCT
cana-639	32	32	pet	pet	NOUN
cana-639	32	33	,	,	PUNCT
cana-639	32	34	and	and	CCONJ
cana-639	32	35	more	more	ADJ
cana-639	32	36	.	.	PUNCT
cana-639	33	1	each	each	DET
cana-639	33	2	modality	modality	NOUN
cana-639	33	3	presents	present	VERB
cana-639	33	4	unique	unique	ADJ
cana-639	33	5	challenges	challenge	NOUN
cana-639	33	6	and	and	CCONJ
cana-639	33	7	characteristics	characteristic	NOUN
cana-639	33	8	,	,	PUNCT
cana-639	33	9	and	and	CCONJ
cana-639	33	10	cbir	cbir	NOUN
cana-639	33	11	systems	system	NOUN
cana-639	33	12	must	must	AUX
cana-639	33	13	be	be	AUX
cana-639	33	14	able	able	ADJ
cana-639	33	15	to	to	PART
cana-639	33	16	adapt	adapt	VERB
cana-639	33	17	to	to	ADP
cana-639	33	18	these	these	DET
cana-639	33	19	differences	difference	NOUN
cana-639	33	20	to	to	PART
cana-639	33	21	provide	provide	VERB
cana-639	33	22	accurate	accurate	ADJ
cana-639	33	23	and	and	CCONJ
cana-639	33	24	relevant	relevant	ADJ
cana-639	33	25	image	image	NOUN
cana-639	33	26	retrieval	retrieval	NOUN
cana-639	33	27	results	result	NOUN
cana-639	33	28	.	.	PUNCT
cana-639	34	1	despite	despite	SCONJ
cana-639	34	2	the	the	DET
cana-639	34	3	significant	significant	ADJ
cana-639	34	4	advancements	advancement	NOUN
cana-639	34	5	in	in	ADP
cana-639	34	6	cbir	cbir	NOUN
cana-639	34	7	systems	system	NOUN
cana-639	34	8	for	for	ADP
cana-639	34	9	medical	medical	ADJ
cana-639	34	10	image	image	NOUN
cana-639	34	11	analysis	analysis	NOUN
cana-639	34	12	,	,	PUNCT
cana-639	34	13	several	several	ADJ
cana-639	34	14	challenges	challenge	NOUN
cana-639	34	15	remain	remain	VERB
cana-639	34	16	.	.	PUNCT
cana-639	35	1	these	these	PRON
cana-639	35	2	include	include	VERB
cana-639	35	3	issues	issue	NOUN
cana-639	35	4	related	relate	VERB
cana-639	35	5	to	to	ADP
cana-639	35	6	image	image	NOUN
cana-639	35	7	variability	variability	NOUN
cana-639	35	8	,	,	PUNCT
cana-639	35	9	noise	noise	NOUN
cana-639	35	10	,	,	PUNCT
cana-639	35	11	and	and	CCONJ
cana-639	35	12	interpretation	interpretation	NOUN
cana-639	35	13	,	,	PUNCT
cana-639	35	14	as	as	ADV
cana-639	35	15	well	well	ADV
cana-639	35	16	as	as	ADP
cana-639	35	17	the	the	DET
cana-639	35	18	need	need	NOUN
cana-639	35	19	for	for	ADP
cana-639	35	20	standardized	standardized	ADJ
cana-639	35	21	evaluation	evaluation	NOUN
cana-639	35	22	metrics	metric	NOUN
cana-639	35	23	and	and	CCONJ
cana-639	35	24	benchmarks	benchmark	NOUN
cana-639	35	25	.	.	PUNCT
cana-639	36	1	addressing	address	VERB
cana-639	36	2	these	these	DET
cana-639	36	3	challenges	challenge	NOUN
cana-639	36	4	will	will	AUX
cana-639	36	5	be	be	AUX
cana-639	36	6	crucial	crucial	ADJ
cana-639	36	7	for	for	ADP
cana-639	36	8	further	far	ADV
cana-639	36	9	improving	improve	VERB
cana-639	36	10	the	the	DET
cana-639	36	11	performance	performance	NOUN
cana-639	36	12	and	and	CCONJ
cana-639	36	13	usability	usability	NOUN
cana-639	36	14	of	of	ADP
cana-639	36	15	cbir	cbir	NOUN
cana-639	36	16	systems	system	NOUN
cana-639	36	17	in	in	ADP
cana-639	36	18	the	the	DET
cana-639	36	19	medical	medical	ADJ
cana-639	36	20	domain	domain	NOUN
cana-639	36	21	.	.	PUNCT
cana-639	37	1	in	in	ADP
cana-639	37	2	the	the	DET
cana-639	37	3	current	current	ADJ
cana-639	37	4	landscape	landscape	NOUN
cana-639	37	5	of	of	ADP
cana-639	37	6	clinical	clinical	ADJ
cana-639	37	7	imaging	imaging	NOUN
cana-639	37	8	technology	technology	NOUN
cana-639	37	9	,	,	PUNCT
cana-639	37	10	advancements	advancement	NOUN
cana-639	37	11	across	across	ADP
cana-639	37	12	various	various	ADJ
cana-639	37	13	disciplines	discipline	NOUN
cana-639	37	14	within	within	ADP
cana-639	37	15	the	the	DET
cana-639	37	16	medical	medical	ADJ
cana-639	37	17	field	field	NOUN
cana-639	37	18	have	have	AUX
cana-639	37	19	significantly	significantly	ADV
cana-639	37	20	increased	increase	VERB
cana-639	37	21	their	their	PRON
cana-639	37	22	utilization	utilization	NOUN
cana-639	37	23	and	and	CCONJ
cana-639	37	24	formed	form	VERB
cana-639	37	25	a	a	DET
cana-639	37	26	robust	robust	ADJ
cana-639	37	27	network	network	NOUN
cana-639	37	28	for	for	ADP
cana-639	37	29	research	research	NOUN
cana-639	37	30	and	and	CCONJ
cana-639	37	31	diagnosis	diagnosis	NOUN
cana-639	37	32	.	.	PUNCT
cana-639	38	1	these	these	DET
cana-639	38	2	advancements	advancement	NOUN
cana-639	38	3	have	have	AUX
cana-639	38	4	led	lead	VERB
cana-639	38	5	to	to	ADP
cana-639	38	6	the	the	DET
cana-639	38	7	emergence	emergence	NOUN
cana-639	38	8	of	of	ADP
cana-639	38	9	numerous	numerous	ADJ
cana-639	38	10	sophisticated	sophisticated	ADJ
cana-639	38	11	techniques	technique	NOUN
cana-639	38	12	for	for	ADP
cana-639	38	13	automatically	automatically	ADV
cana-639	38	14	extracting	extract	VERB
cana-639	38	15	valuable	valuable	ADJ
cana-639	38	16	information	information	NOUN
cana-639	38	17	from	from	ADP
cana-639	38	18	radiology	radiology	NOUN
cana-639	38	19	images	image	NOUN
cana-639	38	20	,	,	PUNCT
cana-639	38	21	consequently	consequently	ADV
cana-639	38	22	unveiling	unveil	VERB
cana-639	38	23	new	new	ADJ
cana-639	38	24	insights	insight	NOUN
cana-639	38	25	.	.	PUNCT
cana-639	39	1	the	the	DET
cana-639	39	2	accuracy	accuracy	NOUN
cana-639	39	3	of	of	ADP
cana-639	39	4	any	any	DET
cana-639	39	5	diagnostic	diagnostic	ADJ
cana-639	39	6	method	method	NOUN
cana-639	39	7	utilizing	utilize	VERB
cana-639	39	8	medical	medical	ADJ
cana-639	39	9	images	image	NOUN
cana-639	39	10	is	be	AUX
cana-639	39	11	pivotal	pivotal	ADJ
cana-639	39	12	,	,	PUNCT
cana-639	39	13	with	with	ADP
cana-639	39	14	expert	expert	ADJ
cana-639	39	15	diagnosis	diagnosis	NOUN
cana-639	39	16	being	be	AUX
cana-639	39	17	essential	essential	ADJ
cana-639	39	18	.	.	PUNCT
cana-639	40	1	a	a	DET
cana-639	40	2	modified	modify	VERB
cana-639	40	3	procedural	procedural	ADJ
cana-639	40	4	model	model	NOUN
cana-639	40	5	for	for	ADP
cana-639	40	6	medical	medical	ADJ
cana-639	40	7	image	image	NOUN
cana-639	40	8	information	information	NOUN
cana-639	40	9	retrieval	retrieval	NOUN
cana-639	40	10	systems	system	NOUN
cana-639	40	11	,	,	PUNCT
cana-639	40	12	focusing	focus	VERB
cana-639	40	13	particularly	particularly	ADV
cana-639	40	14	on	on	ADP
cana-639	40	15	the	the	DET
cana-639	40	16	classification	classification	NOUN
cana-639	40	17	of	of	ADP
cana-639	40	18	mammogram	mammogram	NOUN
cana-639	40	19	and	and	CCONJ
cana-639	40	20	lung	lung	NOUN
cana-639	40	21	nodule	nodule	NOUN
cana-639	40	22	images	image	NOUN
cana-639	40	23	,	,	PUNCT
cana-639	40	24	has	have	AUX
cana-639	40	25	been	be	AUX
cana-639	40	26	proposed	propose	VERB
cana-639	40	27	.	.	PUNCT
cana-639	41	1	the	the	DET
cana-639	41	2	development	development	NOUN
cana-639	41	3	of	of	ADP
cana-639	41	4	algorithms	algorithm	NOUN
cana-639	41	5	for	for	ADP
cana-639	41	6	automated	automate	VERB
cana-639	41	7	,	,	PUNCT
cana-639	41	8	computer	computer	NOUN
cana-639	41	9	-	-	PUNCT
cana-639	41	10	assisted	assist	VERB
cana-639	41	11	content	content	NOUN
cana-639	41	12	retrieval	retrieval	NOUN
cana-639	41	13	of	of	ADP
cana-639	41	14	medical	medical	ADJ
cana-639	41	15	images	image	NOUN
cana-639	41	16	poses	pose	VERB
cana-639	41	17	a	a	DET
cana-639	41	18	challenging	challenging	ADJ
cana-639	41	19	research	research	NOUN
cana-639	41	20	area	area	NOUN
cana-639	41	21	aimed	aim	VERB
cana-639	41	22	at	at	ADP
cana-639	41	23	achieving	achieve	VERB
cana-639	41	24	precise	precise	ADJ
cana-639	41	25	diagnoses	diagnosis	NOUN
cana-639	41	26	.	.	PUNCT
cana-639	42	1	a	a	DET
cana-639	42	2	schematic	schematic	ADJ
cana-639	42	3	diagram	diagram	NOUN
cana-639	42	4	illustrating	illustrate	VERB
cana-639	42	5	this	this	DET
cana-639	42	6	approach	approach	NOUN
cana-639	42	7	is	be	AUX
cana-639	42	8	presented	present	VERB
cana-639	42	9	in	in	ADP
cana-639	42	10	figure	figure	NOUN
cana-639	42	11	1	1	NUM
cana-639	42	12	.	.	PUNCT
cana-639	43	1	this	this	DET
cana-639	43	2	research	research	NOUN
cana-639	43	3	offers	offer	VERB
cana-639	43	4	a	a	DET
cana-639	43	5	novel	novel	ADJ
cana-639	43	6	methodology	methodology	NOUN
cana-639	43	7	for	for	ADP
cana-639	43	8	enhancing	enhance	VERB
cana-639	43	9	classification	classification	NOUN
cana-639	43	10	accuracy	accuracy	NOUN
cana-639	43	11	and	and	CCONJ
cana-639	43	12	grading	grade	VERB
cana-639	43	13	identification	identification	NOUN
cana-639	43	14	in	in	ADP
cana-639	43	15	digital	digital	ADJ
cana-639	43	16	mammogram	mammogram	NOUN
cana-639	43	17	and	and	CCONJ
cana-639	43	18	lung	lung	NOUN
cana-639	43	19	nodule	nodule	NOUN
cana-639	43	20	analyses	analysis	NOUN
cana-639	43	21	.	.	PUNCT
cana-639	44	1	such	such	ADJ
cana-639	44	2	improvements	improvement	NOUN
cana-639	44	3	hold	hold	VERB
cana-639	44	4	promise	promise	NOUN
cana-639	44	5	for	for	ADP
cana-639	44	6	advancing	advance	VERB
cana-639	44	7	future	future	ADJ
cana-639	44	8	research	research	NOUN
cana-639	44	9	endeavors	endeavor	NOUN
cana-639	44	10	.	.	PUNCT
cana-639	45	1	this	this	DET
cana-639	45	2	section	section	NOUN
cana-639	45	3	provides	provide	VERB
cana-639	45	4	an	an	DET
cana-639	45	5	overview	overview	NOUN
cana-639	45	6	of	of	ADP
cana-639	45	7	the	the	DET
cana-639	45	8	subject	subject	NOUN
cana-639	45	9	domain	domain	NOUN
cana-639	45	10	,	,	PUNCT
cana-639	45	11	challenges	challenge	NOUN
cana-639	45	12	,	,	PUNCT
cana-639	45	13	motivations	motivation	NOUN
cana-639	45	14	,	,	PUNCT
cana-639	45	15	implications	implication	NOUN
cana-639	45	16	,	,	PUNCT
cana-639	45	17	and	and	CCONJ
cana-639	45	18	significant	significant	ADJ
cana-639	45	19	contributions	contribution	NOUN
cana-639	45	20	of	of	ADP
cana-639	45	21	the	the	DET
cana-639	45	22	work	work	NOUN
cana-639	45	23	.	.	PUNCT
cana-639	46	1	overall	overall	ADV
cana-639	46	2	,	,	PUNCT
cana-639	46	3	the	the	DET
cana-639	46	4	introduction	introduction	NOUN
cana-639	46	5	of	of	ADP
cana-639	46	6	advancements	advancement	NOUN
cana-639	46	7	in	in	ADP
cana-639	46	8	cbir	cbir	NOUN
cana-639	46	9	systems	system	NOUN
cana-639	46	10	for	for	ADP
cana-639	46	11	medical	medical	ADJ
cana-639	46	12	image	image	NOUN
cana-639	46	13	analysis	analysis	NOUN
cana-639	46	14	communications	communication	NOUN
cana-639	46	15	on	on	ADP
cana-639	46	16	applied	apply	VERB
cana-639	46	17	nonlinear	nonlinear	ADJ
cana-639	46	18	analysis	analysis	NOUN
cana-639	46	19	issn	issn	NOUN
cana-639	46	20	:	:	PUNCT
cana-639	46	21	1074	1074	NUM
cana-639	46	22	-	-	PUNCT
cana-639	46	23	133x	133x	NUM
cana-639	46	24	vol	vol	NOUN
cana-639	46	25	31	31	NUM
cana-639	46	26	no	no	NOUN
cana-639	46	27	.	.	PUNCT
cana-639	47	1	2s	2s	NUM
cana-639	47	2	(	(	PUNCT
cana-639	47	3	2024	2024	NUM
cana-639	47	4	)	)	PUNCT
cana-639	47	5	255	255	NUM
cana-639	48	1	https://internationalpubls.com	https://internationalpubls.com	X
cana-639	48	2	contributes	contribute	VERB
cana-639	48	3	to	to	ADP
cana-639	48	4	the	the	DET
cana-639	48	5	ongoing	ongoing	ADJ
cana-639	48	6	efforts	effort	NOUN
cana-639	48	7	to	to	PART
cana-639	48	8	enhance	enhance	VERB
cana-639	48	9	diagnostic	diagnostic	ADJ
cana-639	48	10	accuracy	accuracy	NOUN
cana-639	48	11	,	,	PUNCT
cana-639	48	12	automate	automate	ADJ
cana-639	48	13	image	image	NOUN
cana-639	48	14	retrieval	retrieval	NOUN
cana-639	48	15	processes	process	NOUN
cana-639	48	16	,	,	PUNCT
cana-639	48	17	and	and	CCONJ
cana-639	48	18	foster	foster	ADJ
cana-639	48	19	innovation	innovation	NOUN
cana-639	48	20	in	in	ADP
cana-639	48	21	the	the	DET
cana-639	48	22	field	field	NOUN
cana-639	48	23	of	of	ADP
cana-639	48	24	medical	medical	ADJ
cana-639	48	25	imaging	imaging	NOUN
cana-639	48	26	.	.	PUNCT
cana-639	49	1	•	•	NUM
cana-639	49	2	enhanced	enhance	VERB
cana-639	49	3	classification	classification	NOUN
cana-639	49	4	accuracy	accuracy	NOUN
cana-639	49	5	:	:	PUNCT
cana-639	49	6	the	the	DET
cana-639	49	7	proposed	propose	VERB
cana-639	49	8	methodology	methodology	NOUN
cana-639	49	9	introduces	introduce	VERB
cana-639	49	10	modifications	modification	NOUN
cana-639	49	11	to	to	ADP
cana-639	49	12	existing	exist	VERB
cana-639	49	13	procedural	procedural	ADJ
cana-639	49	14	models	model	NOUN
cana-639	49	15	for	for	ADP
cana-639	49	16	medical	medical	ADJ
cana-639	49	17	image	image	NOUN
cana-639	49	18	information	information	NOUN
cana-639	49	19	retrieval	retrieval	NOUN
cana-639	49	20	systems	system	NOUN
cana-639	49	21	,	,	PUNCT
cana-639	49	22	particularly	particularly	ADV
cana-639	49	23	focusing	focus	VERB
cana-639	49	24	on	on	ADP
cana-639	49	25	the	the	DET
cana-639	49	26	classification	classification	NOUN
cana-639	49	27	of	of	ADP
cana-639	49	28	mammogram	mammogram	NOUN
cana-639	49	29	and	and	CCONJ
cana-639	49	30	lung	lung	NOUN
cana-639	49	31	nodule	nodule	NOUN
cana-639	49	32	images	image	NOUN
cana-639	49	33	.	.	PUNCT
cana-639	50	1	through	through	ADP
cana-639	50	2	the	the	DET
cana-639	50	3	development	development	NOUN
cana-639	50	4	of	of	ADP
cana-639	50	5	sophisticated	sophisticated	ADJ
cana-639	50	6	algorithms	algorithm	NOUN
cana-639	50	7	,	,	PUNCT
cana-639	50	8	the	the	DET
cana-639	50	9	work	work	NOUN
cana-639	50	10	aims	aim	VERB
cana-639	50	11	to	to	PART
cana-639	50	12	improve	improve	VERB
cana-639	50	13	the	the	DET
cana-639	50	14	accuracy	accuracy	NOUN
cana-639	50	15	of	of	ADP
cana-639	50	16	classification	classification	NOUN
cana-639	50	17	,	,	PUNCT
cana-639	50	18	aiding	aid	VERB
cana-639	50	19	in	in	ADP
cana-639	50	20	more	more	ADV
cana-639	50	21	precise	precise	ADJ
cana-639	50	22	diagnoses	diagnosis	NOUN
cana-639	50	23	.	.	PUNCT
cana-639	51	1	•	•	NUM
cana-639	51	2	automated	automate	VERB
cana-639	51	3	content	content	NOUN
cana-639	51	4	retrieval	retrieval	NOUN
cana-639	51	5	:	:	PUNCT
cana-639	51	6	by	by	ADP
cana-639	51	7	developing	develop	VERB
cana-639	51	8	algorithms	algorithm	NOUN
cana-639	51	9	for	for	ADP
cana-639	51	10	automated	automate	VERB
cana-639	51	11	,	,	PUNCT
cana-639	51	12	computer	computer	NOUN
cana-639	51	13	-	-	PUNCT
cana-639	51	14	assisted	assist	VERB
cana-639	51	15	content	content	NOUN
cana-639	51	16	retrieval	retrieval	NOUN
cana-639	51	17	of	of	ADP
cana-639	51	18	medical	medical	ADJ
cana-639	51	19	images	image	NOUN
cana-639	51	20	,	,	PUNCT
cana-639	51	21	the	the	DET
cana-639	51	22	research	research	NOUN
cana-639	51	23	addresses	address	VERB
cana-639	51	24	a	a	DET
cana-639	51	25	critical	critical	ADJ
cana-639	51	26	challenge	challenge	NOUN
cana-639	51	27	in	in	ADP
cana-639	51	28	the	the	DET
cana-639	51	29	field	field	NOUN
cana-639	51	30	.	.	PUNCT
cana-639	52	1	this	this	DET
cana-639	52	2	automation	automation	NOUN
cana-639	52	3	streamlines	streamline	VERB
cana-639	52	4	the	the	DET
cana-639	52	5	process	process	NOUN
cana-639	52	6	of	of	ADP
cana-639	52	7	information	information	NOUN
cana-639	52	8	extraction	extraction	NOUN
cana-639	52	9	from	from	ADP
cana-639	52	10	radiology	radiology	NOUN
cana-639	52	11	images	image	NOUN
cana-639	52	12	,	,	PUNCT
cana-639	52	13	facilitating	facilitate	VERB
cana-639	52	14	faster	fast	ADV
cana-639	52	15	and	and	CCONJ
cana-639	52	16	more	more	ADV
cana-639	52	17	efficient	efficient	ADJ
cana-639	52	18	diagnosis	diagnosis	NOUN
cana-639	52	19	.	.	PUNCT
cana-639	53	1	•	•	NUM
cana-639	53	2	novel	novel	ADJ
cana-639	53	3	approach	approach	NOUN
cana-639	53	4	for	for	ADP
cana-639	53	5	diagnosis	diagnosis	NOUN
cana-639	53	6	:	:	PUNCT
cana-639	53	7	the	the	DET
cana-639	53	8	unique	unique	ADJ
cana-639	53	9	approach	approach	NOUN
cana-639	53	10	presented	present	VERB
cana-639	53	11	in	in	ADP
cana-639	53	12	this	this	DET
cana-639	53	13	work	work	NOUN
cana-639	53	14	offers	offer	VERB
cana-639	53	15	a	a	DET
cana-639	53	16	fresh	fresh	ADJ
cana-639	53	17	perspective	perspective	NOUN
cana-639	53	18	on	on	ADP
cana-639	53	19	medical	medical	ADJ
cana-639	53	20	image	image	NOUN
cana-639	53	21	analysis	analysis	NOUN
cana-639	53	22	.	.	PUNCT
cana-639	54	1	by	by	ADP
cana-639	54	2	leveraging	leverage	VERB
cana-639	54	3	advancements	advancement	NOUN
cana-639	54	4	in	in	ADP
cana-639	54	5	cbir	cbir	NOUN
cana-639	54	6	systems	system	NOUN
cana-639	54	7	,	,	PUNCT
cana-639	54	8	the	the	DET
cana-639	54	9	research	research	NOUN
cana-639	54	10	provides	provide	VERB
cana-639	54	11	new	new	ADJ
cana-639	54	12	insights	insight	NOUN
cana-639	54	13	into	into	ADP
cana-639	54	14	the	the	DET
cana-639	54	15	classification	classification	NOUN
cana-639	54	16	and	and	CCONJ
cana-639	54	17	identification	identification	NOUN
cana-639	54	18	of	of	ADP
cana-639	54	19	digital	digital	ADJ
cana-639	54	20	mammogram	mammogram	NOUN
cana-639	54	21	and	and	CCONJ
cana-639	54	22	lung	lung	NOUN
cana-639	54	23	nodule	nodule	NOUN
cana-639	54	24	images	image	NOUN
cana-639	54	25	,	,	PUNCT
cana-639	54	26	contributing	contribute	VERB
cana-639	54	27	to	to	ADP
cana-639	54	28	the	the	DET
cana-639	54	29	advancement	advancement	NOUN
cana-639	54	30	of	of	ADP
cana-639	54	31	diagnostic	diagnostic	ADJ
cana-639	54	32	methodologies	methodology	NOUN
cana-639	54	33	.	.	PUNCT
cana-639	55	1	•	•	NUM
cana-639	55	2	scope	scope	NOUN
cana-639	55	3	for	for	ADP
cana-639	55	4	further	further	ADJ
cana-639	55	5	research	research	NOUN
cana-639	55	6	:	:	PUNCT
cana-639	55	7	the	the	DET
cana-639	55	8	introduction	introduction	NOUN
cana-639	55	9	of	of	ADP
cana-639	55	10	these	these	DET
cana-639	55	11	advancements	advancement	NOUN
cana-639	55	12	not	not	PART
cana-639	55	13	only	only	ADV
cana-639	55	14	improves	improve	VERB
cana-639	55	15	the	the	DET
cana-639	55	16	current	current	ADJ
cana-639	55	17	state	state	NOUN
cana-639	55	18	of	of	ADP
cana-639	55	19	medical	medical	ADJ
cana-639	55	20	image	image	NOUN
cana-639	55	21	analysis	analysis	NOUN
cana-639	55	22	but	but	CCONJ
cana-639	55	23	also	also	ADV
cana-639	55	24	opens	open	VERB
cana-639	55	25	up	up	ADP
cana-639	55	26	avenues	avenue	NOUN
cana-639	55	27	for	for	ADP
cana-639	55	28	future	future	ADJ
cana-639	55	29	research	research	NOUN
cana-639	55	30	.	.	PUNCT
cana-639	56	1	the	the	DET
cana-639	56	2	work	work	NOUN
cana-639	56	3	identifies	identify	VERB
cana-639	56	4	challenges	challenge	NOUN
cana-639	56	5	and	and	CCONJ
cana-639	56	6	opportunities	opportunity	NOUN
cana-639	56	7	in	in	ADP
cana-639	56	8	the	the	DET
cana-639	56	9	field	field	NOUN
cana-639	56	10	,	,	PUNCT
cana-639	56	11	laying	lay	VERB
cana-639	56	12	the	the	DET
cana-639	56	13	groundwork	groundwork	NOUN
cana-639	56	14	for	for	ADP
cana-639	56	15	continued	continue	VERB
cana-639	56	16	exploration	exploration	NOUN
cana-639	56	17	and	and	CCONJ
cana-639	56	18	innovation	innovation	NOUN
cana-639	56	19	in	in	ADP
cana-639	56	20	cbir	cbir	NOUN
cana-639	56	21	systems	system	NOUN
cana-639	56	22	for	for	ADP
cana-639	56	23	medical	medical	ADJ
cana-639	56	24	imaging	imaging	NOUN
cana-639	56	25	.	.	PUNCT
cana-639	57	1	2	2	X
cana-639	57	2	.	.	X
cana-639	57	3	literature	literature	NOUN
cana-639	57	4	survey	survey	PROPN
cana-639	57	5	de	de	PROPN
cana-639	57	6	oliveira	oliveira	PROPN
cana-639	57	7	et	et	PROPN
cana-639	57	8	al	al	PROPN
cana-639	57	9	.	.	PROPN
cana-639	57	10	,	,	PUNCT
cana-639	58	1	[	[	X
cana-639	58	2	1	1	X
cana-639	58	3	]	]	PUNCT
cana-639	58	4	accomplished	accomplish	VERB
cana-639	58	5	a	a	DET
cana-639	58	6	2	2	NUM
cana-639	58	7	-	-	PUNCT
cana-639	58	8	dimensional	dimensional	ADJ
cana-639	58	9	head	head	NOUN
cana-639	58	10	phase	phase	NOUN
cana-639	58	11	examination	examination	NOUN
cana-639	58	12	(	(	PUNCT
cana-639	58	13	pca	pca	NOUN
cana-639	58	14	)	)	PUNCT
cana-639	58	15	to	to	PART
cana-639	58	16	stunned	stun	VERB
cana-639	58	17	the	the	DET
cana-639	58	18	modern	modern	ADJ
cana-639	58	19	-	-	PUNCT
cana-639	58	20	day	day	NOUN
cana-639	58	21	pca	pca	NOUN
cana-639	58	22	as	as	SCONJ
cana-639	58	23	it	it	PRON
cana-639	58	24	is	be	AUX
cana-639	58	25	professed	profess	VERB
cana-639	58	26	toward	toward	PART
cana-639	58	27	be	be	AUX
cana-639	58	28	much	much	ADV
cana-639	58	29	less	less	ADV
cana-639	58	30	hard	hard	ADJ
cana-639	58	31	also	also	ADV
cana-639	58	32	increasingly	increasingly	ADV
cana-639	58	33	more	more	ADV
cana-639	58	34	direct	direct	ADJ
cana-639	58	35	to	to	PART
cana-639	58	36	usage	usage	NOUN
cana-639	58	37	on	on	ADP
cana-639	58	38	behalf	behalf	NOUN
cana-639	58	39	of	of	ADP
cana-639	58	40	the	the	DET
cana-639	58	41	portrayal	portrayal	NOUN
cana-639	58	42	of	of	ADP
cana-639	58	43	bosom	bosom	NOUN
cana-639	58	44	thickness	thickness	NOUN
cana-639	58	45	floor	floor	NOUN
cana-639	58	46	.	.	PUNCT
cana-639	59	1	the	the	DET
cana-639	59	2	recovery	recovery	NOUN
cana-639	59	3	method	method	NOUN
cana-639	59	4	becomes	become	VERB
cana-639	59	5	finished	finished	ADJ
cana-639	59	6	utilizing	utilize	VERB
cana-639	59	7	a	a	DET
cana-639	59	8	help	help	NOUN
cana-639	59	9	vector	vector	NOUN
cana-639	59	10	system	system	NOUN
cana-639	59	11	(	(	PUNCT
cana-639	59	12	svm	svm	PROPN
cana-639	59	13	)	)	PUNCT
cana-639	59	14	which	which	PRON
cana-639	59	15	tackled	tackle	VERB
cana-639	59	16	fluctuated	fluctuated	ADJ
cana-639	59	17	studying	studying	NOUN
cana-639	59	18	,	,	PUNCT
cana-639	59	19	characterization	characterization	NOUN
cana-639	59	20	,	,	PUNCT
cana-639	59	21	and	and	CCONJ
cana-639	59	22	expectation	expectation	NOUN
cana-639	59	23	troubles	trouble	NOUN
cana-639	59	24	.	.	PUNCT
cana-639	60	1	then	then	ADV
cana-639	60	2	once	once	ADV
cana-639	60	3	more	more	ADV
cana-639	60	4	,	,	PUNCT
cana-639	60	5	sharma	sharma	PROPN
cana-639	60	6	et	et	PROPN
cana-639	60	7	al	al	PROPN
cana-639	60	8	.	.	PUNCT
cana-639	61	1	[	[	X
cana-639	61	2	2	2	X
cana-639	61	3	]	]	PUNCT
cana-639	61	4	proposed	propose	VERB
cana-639	61	5	some	some	DET
cana-639	61	6	other	other	ADJ
cana-639	61	7	method	method	NOUN
cana-639	61	8	to	to	PART
cana-639	61	9	decide	decide	VERB
cana-639	61	10	the	the	DET
cana-639	61	11	closeness	closeness	NOUN
cana-639	61	12	between	between	ADP
cana-639	61	13	histological	histological	ADJ
cana-639	61	14	pictures	picture	NOUN
cana-639	61	15	thru	thru	ADP
cana-639	61	16	the	the	DET
cana-639	61	17	diagram	diagram	NOUN
cana-639	61	18	theoretic	theoretic	NOUN
cana-639	61	19	depiction	depiction	NOUN
cana-639	61	20	and	and	CCONJ
cana-639	61	21	coordinating	coordinating	NOUN
cana-639	61	22	in	in	ADP
cana-639	61	23	convalescing	convalesce	VERB
cana-639	61	24	histological	histological	ADJ
cana-639	61	25	photographs	photograph	NOUN
cana-639	61	26	from	from	ADP
cana-639	61	27	larger	large	ADJ
cana-639	61	28	databases	database	NOUN
cana-639	61	29	.	.	PUNCT
cana-639	62	1	as	as	ADP
cana-639	62	2	against	against	ADP
cana-639	62	3	the	the	DET
cana-639	62	4	above	above	ADJ
cana-639	62	5	techniques	technique	NOUN
cana-639	62	6	that	that	PRON
cana-639	62	7	straightforwardly	straightforwardly	ADV
cana-639	62	8	measure	measure	VERB
cana-639	62	9	the	the	DET
cana-639	62	10	similitude	similitude	NOUN
cana-639	62	11	as	as	ADV
cana-639	62	12	far	far	ADV
cana-639	62	13	as	as	ADP
cana-639	62	14	image	image	NOUN
cana-639	62	15	information	information	NOUN
cana-639	62	16	by	by	ADP
cana-639	62	17	myself	myself	PRON
cana-639	62	18	,	,	PUNCT
cana-639	62	19	classifier	classifier	NOUN
cana-639	62	20	-	-	PUNCT
cana-639	62	21	based	base	VERB
cana-639	62	22	totally	totally	ADV
cana-639	62	23	closeness	closeness	NOUN
cana-639	62	24	measures	measure	NOUN
cana-639	62	25	do	do	AUX
cana-639	62	26	n't	not	PART
cana-639	62	27	legitimately	legitimately	ADV
cana-639	62	28	gauge	gauge	ADJ
cana-639	62	29	likeness	likeness	NOUN
cana-639	62	30	regarding	regard	VERB
cana-639	62	31	picture	picture	NOUN
cana-639	62	32	statistics	statistic	NOUN
cana-639	62	33	while	while	SCONJ
cana-639	62	34	contrasted	contrast	VERB
cana-639	62	35	with	with	ADP
cana-639	62	36	the	the	DET
cana-639	62	37	approach	approach	NOUN
cana-639	62	38	referenced	reference	VERB
cana-639	62	39	earlier	early	ADV
cana-639	62	40	than	than	ADP
cana-639	62	41	.	.	PUNCT
cana-639	63	1	it	it	PRON
cana-639	63	2	utilizes	utilize	VERB
cana-639	63	3	the	the	DET
cana-639	63	4	grouping	grouping	NOUN
cana-639	63	5	of	of	ADP
cana-639	63	6	a	a	DET
cana-639	63	7	query	query	NOUN
cana-639	63	8	image	image	NOUN
cana-639	63	9	depending	depend	VERB
cana-639	63	10	on	on	ADP
cana-639	63	11	a	a	DET
cana-639	63	12	stable	stable	ADJ
cana-639	63	13	arrangement	arrangement	NOUN
cana-639	63	14	of	of	ADP
cana-639	63	15	foreordained	foreordain	VERB
cana-639	63	16	names	name	NOUN
cana-639	63	17	to	to	PART
cana-639	63	18	survey	survey	VERB
cana-639	63	19	comparability	comparability	NOUN
cana-639	63	20	[	[	X
cana-639	63	21	18,36	18,36	NUM
cana-639	63	22	]	]	PUNCT
cana-639	63	23	.	.	PUNCT
cana-639	64	1	popova	popova	NOUN
cana-639	64	2	and	and	CCONJ
cana-639	64	3	neshov	neshov	NOUN
cana-639	65	1	[	[	X
cana-639	65	2	3	3	X
cana-639	65	3	]	]	PUNCT
cana-639	65	4	endeavored	endeavor	VERB
cana-639	65	5	to	to	PART
cana-639	65	6	increase	increase	VERB
cana-639	65	7	the	the	DET
cana-639	65	8	recovery	recovery	NOUN
cana-639	65	9	viability	viability	NOUN
cana-639	65	10	also	also	ADV
cana-639	65	11	exactness	exactness	NOUN
cana-639	65	12	of	of	ADP
cana-639	65	13	picture	picture	NOUN
cana-639	65	14	examine	examine	VERB
cana-639	65	15	in	in	ADP
cana-639	65	16	enormous	enormous	ADJ
cana-639	65	17	records	record	NOUN
cana-639	65	18	.	.	PUNCT
cana-639	66	1	their	their	PRON
cana-639	66	2	works	work	NOUN
cana-639	66	3	prescribed	prescribe	VERB
cana-639	66	4	two	two	NUM
cana-639	66	5	arrangements	arrangement	NOUN
cana-639	66	6	of	of	ADP
cana-639	66	7	various	various	ADJ
cana-639	66	8	element	element	NOUN
cana-639	66	9	blends	blend	NOUN
cana-639	66	10	that	that	PRON
cana-639	66	11	perform	perform	VERB
cana-639	66	12	well	well	ADV
cana-639	66	13	for	for	ADP
cana-639	66	14	therapeutic	therapeutic	ADJ
cana-639	66	15	picture	picture	NOUN
cana-639	66	16	classifications	classification	NOUN
cana-639	66	17	,	,	PUNCT
cana-639	66	18	irma	irma	PROPN
cana-639	66	19	.	.	PUNCT
cana-639	67	1	the	the	DET
cana-639	67	2	main	main	ADJ
cana-639	67	3	three	three	NUM
cana-639	67	4	highlights	highlight	NOUN
cana-639	67	5	utilized	utilize	VERB
cana-639	67	6	in	in	ADP
cana-639	67	7	the	the	DET
cana-639	67	8	examination	examination	NOUN
cana-639	67	9	were	be	AUX
cana-639	67	10	color	color	NOUN
cana-639	67	11	layout	layout	NOUN
cana-639	67	12	,	,	PUNCT
cana-639	67	13	edge	edge	NOUN
cana-639	67	14	histogram	histogram	NOUN
cana-639	67	15	,	,	PUNCT
cana-639	67	16	and	and	CCONJ
cana-639	67	17	dct	dct	PROPN
cana-639	67	18	coefficients	coefficient	NOUN
cana-639	67	19	,	,	PUNCT
cana-639	67	20	which	which	PRON
cana-639	67	21	were	be	AUX
cana-639	67	22	altogether	altogether	ADV
cana-639	67	23	joined	join	VERB
cana-639	67	24	on	on	ADP
cana-639	67	25	behalf	behalf	NOUN
cana-639	67	26	of	of	ADP
cana-639	67	27	a	a	DET
cana-639	67	28	greater	great	ADJ
cana-639	67	29	picture	picture	NOUN
cana-639	67	30	re	re	ADJ
cana-639	67	31	-	-	ADJ
cana-639	67	32	unimportant	unimportant	ADJ
cana-639	67	33	positioning	positioning	NOUN
cana-639	67	34	than	than	ADP
cana-639	67	35	others	other	NOUN
cana-639	67	36	that	that	PRON
cana-639	67	37	depended	depend	VERB
cana-639	67	38	on	on	ADP
cana-639	67	39	separable	separable	ADJ
cana-639	67	40	highlights	highlight	NOUN
cana-639	67	41	.	.	PUNCT
cana-639	68	1	the	the	DET
cana-639	68	2	outcomes	outcome	NOUN
cana-639	68	3	restored	restore	VERB
cana-639	68	4	a	a	DET
cana-639	68	5	14.49	14.49	NUM
cana-639	68	6	%	%	NOUN
cana-639	68	7	development	development	NOUN
cana-639	68	8	of	of	ADP
cana-639	68	9	the	the	DET
cana-639	68	10	recovery	recovery	NOUN
cana-639	68	11	map	map	NOUN
cana-639	68	12	(	(	PUNCT
cana-639	68	13	50.68	50.68	NUM
cana-639	68	14	%	%	NOUN
cana-639	68	15	for	for	ADP
cana-639	68	16	consolidated	consolidated	ADJ
cana-639	68	17	highlights	highlight	NOUN
cana-639	68	18	set	set	PROPN
cana-639	68	19	)	)	PUNCT
cana-639	68	20	.	.	PUNCT
cana-639	69	1	later	later	ADV
cana-639	69	2	on	on	ADV
cana-639	69	3	,	,	PUNCT
cana-639	69	4	the	the	DET
cana-639	69	5	exploration	exploration	NOUN
cana-639	69	6	is	be	AUX
cana-639	69	7	fixed	fix	VERB
cana-639	69	8	to	to	PART
cana-639	69	9	research	research	VERB
cana-639	69	10	fresh	fresh	ADJ
cana-639	69	11	highlights	highlight	NOUN
cana-639	69	12	also	also	ADV
cana-639	69	13	apply	apply	VERB
cana-639	69	14	communications	communication	NOUN
cana-639	69	15	on	on	ADP
cana-639	69	16	applied	apply	VERB
cana-639	69	17	nonlinear	nonlinear	ADJ
cana-639	69	18	analysis	analysis	NOUN
cana-639	69	19	issn	issn	NOUN
cana-639	69	20	:	:	PUNCT
cana-639	69	21	1074	1074	NUM
cana-639	69	22	-	-	PUNCT
cana-639	69	23	133x	133x	NUM
cana-639	69	24	vol	vol	NOUN
cana-639	69	25	31	31	NUM
cana-639	69	26	no	no	NOUN
cana-639	69	27	.	.	PUNCT
cana-639	70	1	2s	2s	NUM
cana-639	70	2	(	(	PUNCT
cana-639	70	3	2024	2024	NUM
cana-639	70	4	)	)	PUNCT
cana-639	70	5	256	256	NUM
cana-639	70	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-639	70	7	fitting	fit	VERB
cana-639	70	8	loads	load	NOUN
cana-639	70	9	on	on	ADP
cana-639	70	10	behalf	behalf	NOUN
cana-639	70	11	of	of	ADP
cana-639	70	12	the	the	DET
cana-639	70	13	specific	specific	ADJ
cana-639	70	14	highlights	highlight	NOUN
cana-639	70	15	utilized	utilize	VERB
cana-639	70	16	in	in	ADP
cana-639	70	17	the	the	DET
cana-639	70	18	blend	blend	NOUN
cana-639	70	19	.	.	PUNCT
cana-639	71	1	in	in	ADP
cana-639	71	2	dealing	deal	VERB
cana-639	71	3	with	with	ADP
cana-639	71	4	an	an	DET
cana-639	71	5	uproarious	uproarious	ADJ
cana-639	71	6	picture	picture	NOUN
cana-639	71	7	in	in	ADP
cana-639	71	8	relevance	relevance	NOUN
cana-639	71	9	feedback	feedback	NOUN
cana-639	71	10	cbir	cbir	NOUN
cana-639	71	11	frameworks	framework	NOUN
cana-639	71	12	,	,	PUNCT
cana-639	71	13	da	da	PROPN
cana-639	71	14	silva	silva	PROPN
cana-639	71	15	et	et	PROPN
cana-639	71	16	al	al	PROPN
cana-639	71	17	.	.	PROPN
cana-639	71	18	,	,	PUNCT
cana-639	72	1	[	[	X
cana-639	72	2	4	4	X
cana-639	72	3	]	]	PUNCT
cana-639	72	4	directed	direct	VERB
cana-639	72	5	three	three	NUM
cana-639	72	6	examinations	examination	NOUN
cana-639	72	7	utilizing	utilize	VERB
cana-639	72	8	mammograms	mammogram	NOUN
cana-639	72	9	taken	take	VERB
cana-639	72	10	from	from	ADP
cana-639	72	11	the	the	DET
cana-639	72	12	university	university	PROPN
cana-639	72	13	of	of	ADP
cana-639	72	14	south	south	PROPN
cana-639	72	15	carolina	carolina	PROPN
cana-639	72	16	and	and	CCONJ
cana-639	72	17	the	the	DET
cana-639	72	18	university	university	NOUN
cana-639	72	19	of	of	ADP
cana-639	72	20	sao	sao	PROPN
cana-639	72	21	paulo	paulo	PROPN
cana-639	72	22	.	.	PUNCT
cana-639	73	1	this	this	DET
cana-639	73	2	strategy	strategy	NOUN
cana-639	73	3	of	of	ADP
cana-639	73	4	highlight	highlight	PROPN
cana-639	73	5	determination	determination	NOUN
cana-639	73	6	upgraded	upgrade	VERB
cana-639	73	7	closeness	closeness	NOUN
cana-639	73	8	search	search	NOUN
cana-639	73	9	exactness	exactness	NOUN
cana-639	73	10	and	and	CCONJ
cana-639	73	11	brought	bring	VERB
cana-639	73	12	down	down	ADP
cana-639	73	13	significantly	significantly	ADV
cana-639	73	14	information	information	NOUN
cana-639	73	15	dimensionality	dimensionality	NOUN
cana-639	73	16	,	,	PUNCT
cana-639	73	17	which	which	PRON
cana-639	73	18	thusly	thusly	ADV
cana-639	73	19	improved	improve	VERB
cana-639	73	20	access	access	NOUN
cana-639	73	21	strategies	strategy	NOUN
cana-639	73	22	effectiveness	effectiveness	NOUN
cana-639	73	23	and	and	CCONJ
cana-639	73	24	the	the	DET
cana-639	73	25	cbir	cbir	NOUN
cana-639	73	26	framework	framework	NOUN
cana-639	73	27	.	.	PUNCT
cana-639	74	1	for	for	ADP
cana-639	74	2	future	future	ADJ
cana-639	74	3	work	work	NOUN
cana-639	74	4	,	,	PUNCT
cana-639	74	5	it	it	PRON
cana-639	74	6	is	be	AUX
cana-639	74	7	prescribed	prescribe	VERB
cana-639	74	8	that	that	SCONJ
cana-639	74	9	another	another	DET
cana-639	74	10	nearby	nearby	ADJ
cana-639	74	11	search	search	NOUN
cana-639	74	12	into	into	ADP
cana-639	74	13	ga	ga	PROPN
cana-639	74	14	and	and	CCONJ
cana-639	74	15	the	the	DET
cana-639	74	16	collaboration	collaboration	NOUN
cana-639	74	17	flanked	flank	VERB
cana-639	74	18	by	by	ADP
cana-639	74	19	channel	channel	NOUN
cana-639	74	20	based	base	VERB
cana-639	74	21	techniques	technique	NOUN
cana-639	74	22	and	and	CCONJ
cana-639	74	23	the	the	DET
cana-639	74	24	ga	ga	PROPN
cana-639	74	25	wrapper	wrapper	NOUN
cana-639	74	26	-	-	PUNCT
cana-639	74	27	based	base	VERB
cana-639	74	28	strategy	strategy	NOUN
cana-639	74	29	in	in	ADP
cana-639	74	30	cbir	cbir	NOUN
cana-639	74	31	frameworks	framework	NOUN
cana-639	74	32	can	can	AUX
cana-639	74	33	be	be	AUX
cana-639	74	34	acquainted	acquaint	VERB
cana-639	74	35	with	with	ADP
cana-639	74	36	expand	expand	VERB
cana-639	74	37	the	the	DET
cana-639	74	38	productivity	productivity	NOUN
cana-639	74	39	of	of	ADP
cana-639	74	40	the	the	DET
cana-639	74	41	suggested	suggest	VERB
cana-639	74	42	technique	technique	NOUN
cana-639	74	43	.	.	PUNCT
cana-639	75	1	other	other	ADJ
cana-639	75	2	than	than	ADP
cana-639	75	3	those	those	PRON
cana-639	75	4	,	,	PUNCT
cana-639	75	5	all	all	DET
cana-639	75	6	literary	literary	ADJ
cana-639	75	7	data	datum	NOUN
cana-639	75	8	on	on	ADP
cana-639	75	9	patients	patient	NOUN
cana-639	75	10	'	'	PART
cana-639	75	11	clinical	clinical	ADJ
cana-639	75	12	history	history	NOUN
cana-639	75	13	container	container	NOUN
cana-639	75	14	remain	remain	VERB
cana-639	75	15	consolidated	consolidated	ADJ
cana-639	75	16	into	into	ADP
cana-639	75	17	the	the	DET
cana-639	75	18	inquiry	inquiry	NOUN
cana-639	75	19	component	component	NOUN
cana-639	75	20	.	.	PUNCT
cana-639	76	1	additionally	additionally	ADV
cana-639	76	2	,	,	PUNCT
cana-639	76	3	wei	wei	PROPN
cana-639	76	4	et	et	PROPN
cana-639	76	5	al	al	PROPN
cana-639	76	6	.	.	PUNCT
cana-639	77	1	[	[	X
cana-639	77	2	5	5	NUM
cana-639	77	3	]	]	PUNCT
cana-639	77	4	anticipated	anticipate	VERB
cana-639	77	5	a	a	DET
cana-639	77	6	lot	lot	NOUN
cana-639	77	7	of	of	ADP
cana-639	77	8	mammogram	mammogram	NOUN
cana-639	77	9	descriptors	descriptor	NOUN
cana-639	77	10	as	as	SCONJ
cana-639	77	11	indicated	indicate	VERB
cana-639	77	12	by	by	ADP
cana-639	77	13	the	the	DET
cana-639	77	14	bi	bi	ADJ
cana-639	77	15	-	-	ADJ
cana-639	77	16	rads	rads	ADJ
cana-639	77	17	definition	definition	NOUN
cana-639	77	18	.	.	PUNCT
cana-639	78	1	the	the	DET
cana-639	78	2	proposed	propose	VERB
cana-639	78	3	getting	get	VERB
cana-639	78	4	to	to	PART
cana-639	78	5	know	know	VERB
cana-639	78	6	method	method	NOUN
cana-639	78	7	enhanced	enhance	VERB
cana-639	78	8	the	the	DET
cana-639	78	9	characterization	characterization	NOUN
cana-639	78	10	precision	precision	NOUN
cana-639	78	11	as	as	ADV
cana-639	78	12	high	high	ADJ
cana-639	78	13	as	as	ADP
cana-639	78	14	72	72	NUM
cana-639	78	15	%	%	NOUN
cana-639	78	16	in	in	ADP
cana-639	78	17	addition	addition	NOUN
cana-639	78	18	to	to	ADP
cana-639	78	19	seventy	seventy	NUM
cana-639	78	20	four%	four%	NOUN
cana-639	78	21	.	.	PUNCT
cana-639	79	1	the	the	DET
cana-639	79	2	calcification	calcification	NOUN
cana-639	79	3	query	query	NOUN
cana-639	79	4	-	-	PUNCT
cana-639	79	5	by	by	ADP
cana-639	79	6	-	-	PUNCT
cana-639	79	7	example	example	NOUN
cana-639	79	8	(	(	PUNCT
cana-639	79	9	qbe	qbe	PROPN
cana-639	79	10	)	)	PUNCT
cana-639	79	11	become	become	VERB
cana-639	79	12	accounted	account	VERB
cana-639	79	13	for	for	ADP
cana-639	79	14	to	to	PART
cana-639	79	15	be	be	AUX
cana-639	79	16	somewhat	somewhat	ADV
cana-639	79	17	better	well	ADJ
cana-639	79	18	than	than	SCONJ
cana-639	79	19	the	the	DET
cana-639	79	20	mass	mass	NOUN
cana-639	79	21	qbe	qbe	PROPN
cana-639	79	22	is	be	AUX
cana-639	79	23	an	an	DET
cana-639	79	24	increasing	increase	VERB
cana-639	79	25	number	number	NOUN
cana-639	79	26	of	of	ADP
cana-639	79	27	feasible	feasible	ADJ
cana-639	79	28	in	in	ADP
cana-639	79	29	casting	cast	VERB
cana-639	79	30	off	off	ADP
cana-639	79	31	calcification	calcification	NOUN
cana-639	79	32	sores	sore	NOUN
cana-639	79	33	whilst	whilst	ADV
cana-639	79	34	contrasted	contrast	VERB
cana-639	79	35	with	with	ADP
cana-639	79	36	mass	mass	ADJ
cana-639	79	37	accidents	accident	NOUN
cana-639	79	38	.	.	PUNCT
cana-639	80	1	this	this	DET
cana-639	80	2	investigation	investigation	NOUN
cana-639	80	3	settled	settle	VERB
cana-639	80	4	that	that	SCONJ
cana-639	80	5	in	in	ADP
cana-639	80	6	the	the	DET
cana-639	80	7	time	time	NOUN
cana-639	80	8	spent	spend	VERB
cana-639	80	9	issue	issue	NOUN
cana-639	80	10	extraction	extraction	NOUN
cana-639	80	11	,	,	PUNCT
cana-639	80	12	the	the	DET
cana-639	80	13	calcification	calcification	NOUN
cana-639	80	14	highlights	highlight	NOUN
cana-639	80	15	can	can	AUX
cana-639	80	16	face	face	VERB
cana-639	80	17	up	up	ADP
cana-639	80	18	to	to	ADP
cana-639	80	19	ability	ability	NOUN
cana-639	80	20	outcomes	outcome	NOUN
cana-639	80	21	of	of	ADP
cana-639	80	22	errors	error	NOUN
cana-639	80	23	,	,	PUNCT
cana-639	80	24	commotions	commotion	NOUN
cana-639	80	25	,	,	PUNCT
cana-639	80	26	and	and	CCONJ
cana-639	80	27	misses	miss	VERB
cana-639	80	28	in	in	ADP
cana-639	80	29	spot	spot	NOUN
cana-639	80	30	identity	identity	NOUN
cana-639	80	31	.	.	PUNCT
cana-639	81	1	mass	mass	ADJ
cana-639	81	2	sores	sore	NOUN
cana-639	81	3	,	,	PUNCT
cana-639	81	4	in	in	ADP
cana-639	81	5	spotlight	spotlight	NOUN
cana-639	81	6	examinations	examination	NOUN
cana-639	81	7	with	with	ADP
cana-639	81	8	the	the	DET
cana-639	81	9	ones	one	NOUN
cana-639	81	10	of	of	ADP
cana-639	81	11	calcification	calcification	NOUN
cana-639	81	12	,	,	PUNCT
cana-639	81	13	are	be	AUX
cana-639	81	14	visible	visible	ADJ
cana-639	81	15	as	as	ADP
cana-639	81	16	increasingly	increasingly	ADV
cana-639	81	17	sensitive	sensitive	ADJ
cana-639	81	18	to	to	ADP
cana-639	81	19	division	division	NOUN
cana-639	81	20	imprecision	imprecision	NOUN
cana-639	81	21	and	and	CCONJ
cana-639	81	22	extraction	extraction	NOUN
cana-639	81	23	.	.	PUNCT
cana-639	82	1	this	this	DET
cana-639	82	2	examination	examination	NOUN
cana-639	82	3	plans	plan	VERB
cana-639	82	4	to	to	PART
cana-639	82	5	explore	explore	VERB
cana-639	82	6	lengthy	lengthy	ADJ
cana-639	82	7	haul	haul	NOUN
cana-639	82	8	studying	study	VERB
cana-639	82	9	in	in	ADP
cana-639	82	10	importance	importance	NOUN
cana-639	82	11	input	input	NOUN
cana-639	82	12	for	for	ADP
cana-639	82	13	an	an	DET
cana-639	82	14	ongoing	ongoing	ADJ
cana-639	82	15	framework	framework	NOUN
cana-639	82	16	to	to	PART
cana-639	82	17	accumulate	accumulate	VERB
cana-639	82	18	customers	customer	NOUN
cana-639	82	19	'	'	PART
cana-639	82	20	inquiry	inquiry	NOUN
cana-639	82	21	information	information	NOUN
cana-639	82	22	.	.	PUNCT
cana-639	83	1	singh	singh	PROPN
cana-639	83	2	and	and	CCONJ
cana-639	83	3	hemachandran	hemachandran	VERB
cana-639	84	1	[	[	X
cana-639	84	2	6	6	NUM
cana-639	84	3	]	]	PUNCT
cana-639	84	4	proposed	propose	VERB
cana-639	84	5	a	a	DET
cana-639	84	6	cbir	cbir	NOUN
cana-639	84	7	framework	framework	NOUN
cana-639	84	8	utilizing	utilize	VERB
cana-639	84	9	color	color	NOUN
cana-639	84	10	minutes	minute	NOUN
cana-639	84	11	and	and	CCONJ
cana-639	84	12	gabor	gabor	PROPN
cana-639	84	13	surface	surface	PROPN
cana-639	84	14	highlights	highlight	NOUN
cana-639	84	15	.	.	PUNCT
cana-639	85	1	to	to	PART
cana-639	85	2	extricate	extricate	VERB
cana-639	85	3	the	the	DET
cana-639	85	4	shading	shading	NOUN
cana-639	85	5	data	datum	NOUN
cana-639	85	6	from	from	ADP
cana-639	85	7	the	the	DET
cana-639	85	8	photograph	photograph	NOUN
cana-639	85	9	,	,	PUNCT
cana-639	85	10	the	the	DET
cana-639	85	11	photograph	photograph	NOUN
cana-639	85	12	is	be	AUX
cana-639	85	13	remoted	remote	VERB
cana-639	85	14	into	into	ADP
cana-639	85	15	three	three	NUM
cana-639	85	16	non	non	ADJ
cana-639	85	17	-	-	ADJ
cana-639	85	18	covering	covering	ADJ
cana-639	85	19	quantities	quantity	NOUN
cana-639	85	20	.	.	PUNCT
cana-639	86	1	the	the	DET
cana-639	86	2	preliminary	preliminary	ADJ
cana-639	86	3	3	3	NUM
cana-639	86	4	snapshots	snapshot	NOUN
cana-639	86	5	of	of	ADP
cana-639	86	6	the	the	DET
cana-639	86	7	shading	shading	NOUN
cana-639	86	8	dispersions	dispersion	NOUN
cana-639	86	9	are	be	AUX
cana-639	86	10	extricated	extricate	VERB
cana-639	86	11	from	from	ADP
cana-639	86	12	each	each	DET
cana-639	86	13	fragment	fragment	NOUN
cana-639	86	14	.	.	PUNCT
cana-639	87	1	hsv	hsv	PROPN
cana-639	87	2	shading	shading	NOUN
cana-639	87	3	area	area	NOUN
cana-639	87	4	is	be	AUX
cana-639	87	5	utilized	utilize	VERB
cana-639	87	6	for	for	ADP
cana-639	87	7	the	the	DET
cana-639	87	8	shading	shading	NOUN
cana-639	87	9	spotlight	spotlight	NOUN
cana-639	87	10	extraction	extraction	NOUN
cana-639	87	11	.	.	PUNCT
cana-639	88	1	surface	surface	NOUN
cana-639	88	2	highlights	highlight	NOUN
cana-639	88	3	are	be	AUX
cana-639	88	4	extricated	extricate	VERB
cana-639	88	5	making	make	VERB
cana-639	88	6	use	use	NOUN
cana-639	88	7	of	of	ADP
cana-639	88	8	gabor	gabor	PROPN
cana-639	88	9	floor	floor	NOUN
cana-639	88	10	descriptor	descriptor	NOUN
cana-639	88	11	in	in	ADP
cana-639	88	12	addition	addition	NOUN
cana-639	88	13	to	to	PART
cana-639	88	14	joined	join	VERB
cana-639	88	15	through	through	ADP
cana-639	88	16	the	the	DET
cana-639	88	17	shading	shading	NOUN
cana-639	88	18	spotlight	spotlight	NOUN
cana-639	88	19	vector	vector	NOUN
cana-639	88	20	.	.	PUNCT
cana-639	89	1	they	they	PRON
cana-639	89	2	utilized	utilize	VERB
cana-639	89	3	the	the	DET
cana-639	89	4	canberra	canberra	PROPN
cana-639	89	5	separation	separation	NOUN
cana-639	89	6	to	to	PART
cana-639	89	7	figure	figure	VERB
cana-639	89	8	the	the	DET
cana-639	89	9	separation	separation	NOUN
cana-639	89	10	among	among	ADP
cana-639	89	11	the	the	DET
cana-639	89	12	inquiry	inquiry	NOUN
cana-639	89	13	image	image	NOUN
cana-639	89	14	also	also	ADV
cana-639	89	15	the	the	DET
cana-639	89	16	database	database	NOUN
cana-639	89	17	pix	pix	VERB
cana-639	89	18	.	.	PROPN
cana-639	90	1	for	for	ADP
cana-639	90	2	check	check	NOUN
cana-639	90	3	determination	determination	NOUN
cana-639	90	4	,	,	PUNCT
cana-639	90	5	they	they	PRON
cana-639	90	6	utilized	utilize	VERB
cana-639	90	7	the	the	DET
cana-639	90	8	coral	coral	ADJ
cana-639	90	9	photograph	photograph	NOUN
cana-639	90	10	exhibition	exhibition	NOUN
cana-639	90	11	and	and	CCONJ
cana-639	90	12	the	the	DET
cana-639	90	13	outcomes	outcome	NOUN
cana-639	90	14	are	be	AUX
cana-639	90	15	contrasted	contrast	VERB
cana-639	90	16	also	also	ADV
cana-639	90	17	the	the	DET
cana-639	90	18	beyond	beyond	ADJ
cana-639	90	19	cbir	cbir	NOUN
cana-639	90	20	strategies	strategy	NOUN
cana-639	90	21	.	.	PUNCT
cana-639	91	1	to	to	PART
cana-639	91	2	quantify	quantify	VERB
cana-639	91	3	the	the	DET
cana-639	91	4	exhibition	exhibition	NOUN
cana-639	91	5	of	of	ADP
cana-639	91	6	the	the	DET
cana-639	91	7	projected	project	VERB
cana-639	91	8	strategies	strategy	NOUN
cana-639	91	9	,	,	PUNCT
cana-639	91	10	exactness	exactness	NOUN
cana-639	91	11	and	and	CCONJ
cana-639	91	12	overview	overview	NOUN
cana-639	91	13	have	have	AUX
cana-639	91	14	been	be	AUX
cana-639	91	15	applied	apply	VERB
cana-639	91	16	on	on	ADP
cana-639	91	17	the	the	DET
cana-639	91	18	presentation	presentation	NOUN
cana-639	91	19	measurements	measurement	NOUN
cana-639	91	20	.	.	PUNCT
cana-639	92	1	the	the	DET
cana-639	92	2	creators	creator	NOUN
cana-639	92	3	likewise	likewise	ADV
cana-639	92	4	carried	carry	VERB
cana-639	92	5	out	out	ADP
cana-639	92	6	examinations	examination	NOUN
cana-639	92	7	using	use	VERB
cana-639	92	8	just	just	ADV
cana-639	92	9	shading	shade	VERB
cana-639	92	10	or	or	CCONJ
cana-639	92	11	surface	surface	NOUN
cana-639	92	12	highlights	highlight	NOUN
cana-639	92	13	yet	yet	CCONJ
cana-639	92	14	the	the	DET
cana-639	92	15	outcomes	outcome	NOUN
cana-639	92	16	showed	show	VERB
cana-639	92	17	that	that	SCONJ
cana-639	92	18	solitary	solitary	ADJ
cana-639	92	19	shading	shading	NOUN
cana-639	92	20	or	or	CCONJ
cana-639	92	21	floor	floor	NOUN
cana-639	92	22	can	can	AUX
cana-639	92	23	not	not	PART
cana-639	92	24	talk	talk	VERB
cana-639	92	25	to	to	ADP
cana-639	92	26	the	the	DET
cana-639	92	27	photo	photo	NOUN
cana-639	92	28	well	well	ADV
cana-639	92	29	.	.	PUNCT
cana-639	93	1	yue	yue	PROPN
cana-639	93	2	et	et	PROPN
cana-639	93	3	al	al	PROPN
cana-639	93	4	.	.	PROPN
cana-639	93	5	,	,	PUNCT
cana-639	94	1	[	[	X
cana-639	94	2	7	7	NUM
cana-639	94	3	]	]	PUNCT
cana-639	94	4	utilized	utilize	VERB
cana-639	94	5	the	the	DET
cana-639	94	6	co	co	NOUN
cana-639	94	7	-	-	NOUN
cana-639	94	8	occasion	occasion	ADJ
cana-639	94	9	lattice	lattice	NOUN
cana-639	94	10	for	for	ADP
cana-639	94	11	disposing	dispose	VERB
cana-639	94	12	of	of	ADP
cana-639	94	13	the	the	DET
cana-639	94	14	shading	shading	NOUN
cana-639	94	15	and	and	CCONJ
cana-639	94	16	floor	floor	NOUN
cana-639	94	17	highlights	highlight	NOUN
cana-639	94	18	.	.	PUNCT
cana-639	95	1	they	they	PRON
cana-639	95	2	concept	concept	VERB
cana-639	95	3	approximately	approximately	ADV
cana-639	95	4	the	the	DET
cana-639	95	5	exhibition	exhibition	NOUN
cana-639	95	6	of	of	ADP
cana-639	95	7	community	community	NOUN
cana-639	95	8	shading	shading	NOUN
cana-639	95	9	histogram	histogram	NOUN
cana-639	95	10	,	,	PUNCT
cana-639	95	11	global	global	ADJ
cana-639	95	12	shading	shading	NOUN
cana-639	95	13	histogram	histogram	NOUN
cana-639	95	14	&	&	CCONJ
cana-639	95	15	floor	floor	PROPN
cana-639	95	16	highlights	highlight	NOUN
cana-639	95	17	in	in	ADP
cana-639	95	18	place	place	NOUN
cana-639	95	19	of	of	ADP
cana-639	95	20	a	a	DET
cana-639	95	21	cbir	cbir	NOUN
cana-639	95	22	framework	framework	NOUN
cana-639	95	23	.	.	PUNCT
cana-639	96	1	on	on	ADP
cana-639	96	2	behalf	behalf	NOUN
cana-639	96	3	of	of	ADP
cana-639	96	4	this	this	DET
cana-639	96	5	exam	exam	NOUN
cana-639	96	6	,	,	PUNCT
cana-639	96	7	they	they	PRON
cana-639	96	8	deliberate	deliberate	VERB
cana-639	96	9	a	a	DET
cana-639	96	10	cbir	cbir	NOUN
cana-639	96	11	technique	technique	NOUN
cana-639	96	12	utilizing	utilizing	NOUN
cana-639	96	13	melded	meld	VERB
cana-639	96	14	shading	shading	NOUN
cana-639	96	15	and	and	CCONJ
cana-639	96	16	floor	floor	NOUN
cana-639	96	17	highlights	highlight	NOUN
cana-639	96	18	.	.	PUNCT
cana-639	97	1	sakhar	sakhar	NOUN
cana-639	97	2	and	and	CCONJ
cana-639	97	3	nasre	nasre	NOUN
cana-639	98	1	[	[	X
cana-639	98	2	8	8	NUM
cana-639	98	3	]	]	PUNCT
cana-639	98	4	applied	apply	VERB
cana-639	98	5	the	the	DET
cana-639	98	6	nearby	nearby	ADJ
cana-639	98	7	shading	shading	NOUN
cana-639	98	8	histogram	histogram	NOUN
cana-639	98	9	,	,	PUNCT
cana-639	98	10	international	international	ADJ
cana-639	98	11	shading	shading	NOUN
cana-639	98	12	histogram	histogram	NOUN
cana-639	98	13	and	and	CCONJ
cana-639	98	14	fluffy	fluffy	ADJ
cana-639	98	15	shading	shading	NOUN
cana-639	98	16	histogram	histogram	NOUN
cana-639	98	17	for	for	ADP
cana-639	98	18	the	the	DET
cana-639	98	19	shading	shading	NOUN
cana-639	98	20	spotlight	spotlight	NOUN
cana-639	98	21	removal	removal	NOUN
cana-639	98	22	.	.	PUNCT
cana-639	99	1	to	to	PART
cana-639	99	2	extricate	extricate	VERB
cana-639	99	3	surface	surface	NOUN
cana-639	99	4	,	,	PUNCT
cana-639	99	5	they	they	PRON
cana-639	99	6	applied	apply	VERB
cana-639	99	7	tammura	tammura	ADJ
cana-639	99	8	highlights	highlight	NOUN
cana-639	99	9	also	also	ADV
cana-639	99	10	the	the	DET
cana-639	99	11	wavelet	wavelet	NOUN
cana-639	99	12	trade	trade	NOUN
cana-639	99	13	.	.	PUNCT
cana-639	100	1	the	the	DET
cana-639	100	2	euclidean	euclidean	ADJ
cana-639	100	3	separation	separation	NOUN
cana-639	100	4	become	become	AUX
cana-639	100	5	utilized	utilize	VERB
cana-639	100	6	to	to	PART
cana-639	100	7	manner	manner	VERB
cana-639	100	8	the	the	DET
cana-639	100	9	separation	separation	NOUN
cana-639	100	10	among	among	ADP
cana-639	100	11	the	the	DET
cana-639	100	12	query	query	NOUN
cana-639	100	13	picture	picture	NOUN
cana-639	100	14	and	and	CCONJ
cana-639	100	15	the	the	DET
cana-639	100	16	database	database	NOUN
cana-639	100	17	photos	photo	NOUN
cana-639	100	18	.	.	PUNCT
cana-639	101	1	communications	communication	NOUN
cana-639	101	2	on	on	ADP
cana-639	101	3	applied	apply	VERB
cana-639	101	4	nonlinear	nonlinear	ADJ
cana-639	101	5	analysis	analysis	NOUN
cana-639	101	6	issn	issn	NOUN
cana-639	101	7	:	:	PUNCT
cana-639	101	8	1074	1074	NUM
cana-639	101	9	-	-	PUNCT
cana-639	101	10	133x	133x	NUM
cana-639	101	11	vol	vol	NOUN
cana-639	101	12	31	31	NUM
cana-639	101	13	no	no	NOUN
cana-639	101	14	.	.	PUNCT
cana-639	102	1	2s	2s	NUM
cana-639	102	2	(	(	PUNCT
cana-639	102	3	2024	2024	NUM
cana-639	102	4	)	)	PUNCT
cana-639	102	5	257	257	NUM
cana-639	103	1	https://internationalpubls.com	https://internationalpubls.com	X
cana-639	103	2	arai	arai	VERB
cana-639	103	3	et	et	PROPN
cana-639	103	4	al	al	PROPN
cana-639	103	5	.	.	PUNCT
cana-639	104	1	[	[	X
cana-639	104	2	9	9	NUM
cana-639	104	3	]	]	PUNCT
cana-639	104	4	carried	carry	VERB
cana-639	104	5	out	out	ADP
cana-639	104	6	2d	2d	NOUN
cana-639	104	7	and	and	CCONJ
cana-639	104	8	3	3	NUM
cana-639	104	9	-	-	SYM
cana-639	104	10	d	d	NOUN
cana-639	104	11	local	local	ADJ
cana-639	104	12	binary	binary	ADJ
cana-639	104	13	patterns	pattern	NOUN
cana-639	104	14	(	(	PUNCT
cana-639	104	15	lbp	lbp	PROPN
cana-639	104	16	)	)	PUNCT
cana-639	104	17	for	for	ADP
cana-639	104	18	the	the	DET
cana-639	104	19	order	order	NOUN
cana-639	104	20	of	of	ADP
cana-639	104	21	knobs	knob	NOUN
cana-639	104	22	.	.	PUNCT
cana-639	105	1	the	the	DET
cana-639	105	2	association	association	NOUN
cana-639	105	3	precision	precision	NOUN
cana-639	105	4	expending	expend	VERB
cana-639	105	5	3d	3d	PROPN
cana-639	105	6	lbp	lbp	NOUN
cana-639	105	7	is	be	AUX
cana-639	105	8	78	78	NUM
cana-639	105	9	%	%	NOUN
cana-639	105	10	while	while	SCONJ
cana-639	105	11	exactness	exactness	NOUN
cana-639	105	12	is	be	AUX
cana-639	105	13	43	43	NUM
cana-639	105	14	%	%	NOUN
cana-639	105	15	utilizing	utilize	VERB
cana-639	105	16	2d	2d	NUM
cana-639	105	17	lbp	lbp	PROPN
cana-639	105	18	han	han	PROPN
cana-639	105	19	et	et	PROPN
cana-639	105	20	al	al	PROPN
cana-639	105	21	.	.	PUNCT
cana-639	106	1	[	[	X
cana-639	106	2	10	10	NUM
cana-639	106	3	]	]	PUNCT
cana-639	106	4	tested	test	VERB
cana-639	106	5	the	the	DET
cana-639	106	6	process	process	NOUN
cana-639	106	7	of	of	ADP
cana-639	106	8	3	3	NUM
cana-639	106	9	understood	understand	VERB
cana-639	106	10	floor	floor	NOUN
cana-639	106	11	highlights	highlight	NOUN
cana-639	106	12	(	(	PUNCT
cana-639	106	13	haralick	haralick	PROPN
cana-639	106	14	,	,	PUNCT
cana-639	106	15	gabor	gabor	PROPN
cana-639	106	16	,	,	PUNCT
cana-639	106	17	and	and	CCONJ
cana-639	106	18	lbp	lbp	PROPN
cana-639	106	19	)	)	PUNCT
cana-639	106	20	in	in	ADP
cana-639	106	21	the	the	DET
cana-639	106	22	grouping	grouping	NOUN
cana-639	106	23	of	of	ADP
cana-639	106	24	pneumonic	pneumonic	ADJ
cana-639	106	25	knobs	knob	NOUN
cana-639	106	26	.	.	PUNCT
cana-639	107	1	they	they	PRON
cana-639	107	2	installation	installation	VERB
cana-639	107	3	the	the	DET
cana-639	107	4	significance	significance	NOUN
cana-639	107	5	of	of	ADP
cana-639	107	6	haralick	haralick	NOUN
cana-639	107	7	consists	consist	VERB
cana-639	107	8	of	of	ADP
cana-639	107	9	while	while	SCONJ
cana-639	107	10	contrasted	contrast	VERB
cana-639	107	11	with	with	ADP
cana-639	107	12	the	the	DET
cana-639	107	13	gabor	gabor	PROPN
cana-639	107	14	and	and	CCONJ
cana-639	107	15	lbp	lbp	PROPN
cana-639	107	16	highlights	highlight	NOUN
cana-639	107	17	.	.	PUNCT
cana-639	108	1	the	the	DET
cana-639	108	2	knobs	knob	NOUN
cana-639	108	3	have	have	AUX
cana-639	108	4	been	be	AUX
cana-639	108	5	looked	look	VERB
cana-639	108	6	after	after	ADP
cana-639	108	7	as	as	ADV
cana-639	108	8	generous	generous	ADJ
cana-639	108	9	and	and	CCONJ
cana-639	108	10	harmful	harmful	ADJ
cana-639	108	11	relying	rely	VERB
cana-639	108	12	on	on	ADP
cana-639	108	13	the	the	DET
cana-639	108	14	composite	composite	ADJ
cana-639	108	15	role	role	NOUN
cana-639	108	16	of	of	ADP
cana-639	108	17	chance	chance	NOUN
cana-639	108	18	.	.	PUNCT
cana-639	109	1	haralick	haralick	PROPN
cana-639	109	2	's	's	PART
cana-639	109	3	highlights	highlight	NOUN
cana-639	109	4	processed	process	VERB
cana-639	109	5	in	in	ADP
cana-639	109	6	3	3	NUM
cana-639	109	7	-	-	SYM
cana-639	109	8	d	d	NOUN
cana-639	109	9	were	be	AUX
cana-639	109	10	utilized	utilize	VERB
cana-639	109	11	for	for	ADP
cana-639	109	12	knob	knob	NOUN
cana-639	109	13	order	order	NOUN
cana-639	109	14	.	.	PUNCT
cana-639	110	1	the	the	DET
cana-639	110	2	most	most	ADV
cana-639	110	3	multiplied	multiply	VERB
cana-639	110	4	arrangement	arrangement	NOUN
cana-639	110	5	exactness	exactness	NOUN
cana-639	110	6	was	be	AUX
cana-639	110	7	obtained	obtain	VERB
cana-639	110	8	via	via	ADP
cana-639	110	9	considering	consider	VERB
cana-639	110	10	the	the	DET
cana-639	110	11	knobs	knob	NOUN
cana-639	110	12	with	with	ADP
cana-639	110	13	the	the	DET
cana-639	110	14	composite	composite	ADJ
cana-639	110	15	function	function	NOUN
cana-639	110	16	of	of	ADP
cana-639	110	17	risk	risk	NOUN
cana-639	110	18	"	"	PUNCT
cana-639	110	19	1	1	NUM
cana-639	110	20	"	"	PUNCT
cana-639	110	21	and	and	CCONJ
cana-639	110	22	"	"	PUNCT
cana-639	110	23	2	2	NUM
cana-639	110	24	"	"	PUNCT
cana-639	110	25	as	as	ADV
cana-639	110	26	kindhearted	kindhearted	ADJ
cana-639	110	27	and	and	CCONJ
cana-639	110	28	"	"	PUNCT
cana-639	110	29	four	four	NUM
cana-639	110	30	"	"	PUNCT
cana-639	110	31	and	and	CCONJ
cana-639	110	32	"	"	PUNCT
cana-639	110	33	five	five	NUM
cana-639	110	34	"	"	PUNCT
cana-639	110	35	as	as	ADV
cana-639	110	36	dangerous	dangerous	ADJ
cana-639	110	37	.	.	PUNCT
cana-639	111	1	this	this	DET
cana-639	111	2	method	method	NOUN
cana-639	111	3	is	be	AUX
cana-639	111	4	predicated	predicate	VERB
cana-639	111	5	upon	upon	SCONJ
cana-639	111	6	radiologists	radiologist	NOUN
cana-639	111	7	for	for	ADP
cana-639	111	8	a	a	DET
cana-639	111	9	department	department	NOUN
cana-639	111	10	of	of	ADP
cana-639	111	11	knobs	knob	NOUN
cana-639	111	12	and	and	CCONJ
cana-639	111	13	thus	thus	ADV
cana-639	111	14	can	can	AUX
cana-639	111	15	not	not	PART
cana-639	111	16	be	be	AUX
cana-639	111	17	utilized	utilize	VERB
cana-639	111	18	by	by	ADP
cana-639	111	19	and	and	CCONJ
cana-639	111	20	by	by	ADP
cana-639	111	21	way	way	NOUN
cana-639	111	22	of	of	ADP
cana-639	111	23	suzuki	suzuki	PROPN
cana-639	111	24	et	et	PROPN
cana-639	111	25	al	al	PROPN
cana-639	111	26	.	.	PUNCT
cana-639	112	1	[	[	X
cana-639	112	2	11	11	NUM
cana-639	112	3	]	]	PUNCT
cana-639	112	4	applied	apply	VERB
cana-639	112	5	a	a	DET
cana-639	112	6	huge	huge	ADJ
cana-639	112	7	preparing	prepare	VERB
cana-639	112	8	ann	ann	NOUN
cana-639	112	9	for	for	ADP
cana-639	112	10	an	an	DET
cana-639	112	11	association	association	NOUN
cana-639	112	12	of	of	ADP
cana-639	112	13	benevolent	benevolent	ADJ
cana-639	112	14	and	and	CCONJ
cana-639	112	15	dangerous	dangerous	ADJ
cana-639	112	16	knobs	knob	NOUN
cana-639	112	17	.	.	PUNCT
cana-639	113	1	three	three	NUM
cana-639	113	2	dim	dim	ADJ
cana-639	113	3	level	level	NOUN
cana-639	113	4	-	-	PUNCT
cana-639	113	5	based	base	VERB
cana-639	113	6	totally	totally	ADJ
cana-639	113	7	highlights	highlight	NOUN
cana-639	113	8	,	,	PUNCT
cana-639	113	9	two	two	NUM
cana-639	113	10	area	area	NOUN
cana-639	113	11	-	-	PUNCT
cana-639	113	12	based	base	VERB
cana-639	113	13	totally	totally	ADJ
cana-639	113	14	highlights	highlight	NOUN
cana-639	113	15	,	,	PUNCT
cana-639	113	16	a	a	DET
cana-639	113	17	morphological	morphological	ADJ
cana-639	113	18	issue	issue	NOUN
cana-639	113	19	,	,	PUNCT
cana-639	113	20	and	and	CCONJ
cana-639	113	21	medical	medical	ADJ
cana-639	113	22	statistics	statistic	NOUN
cana-639	113	23	had	have	AUX
cana-639	113	24	been	be	AUX
cana-639	113	25	applied	apply	VERB
cana-639	113	26	to	to	PART
cana-639	113	27	talk	talk	VERB
cana-639	113	28	to	to	ADP
cana-639	113	29	the	the	DET
cana-639	113	30	knobs	knob	NOUN
cana-639	113	31	.	.	PUNCT
cana-639	114	1	they	they	PRON
cana-639	114	2	moreover	moreover	ADV
cana-639	114	3	assessed	assess	VERB
cana-639	114	4	the	the	DET
cana-639	114	5	classifier	classifier	NOUN
cana-639	114	6	execution	execution	NOUN
cana-639	114	7	making	make	VERB
cana-639	114	8	use	use	NOUN
cana-639	114	9	of	of	ADP
cana-639	114	10	the	the	DET
cana-639	114	11	round	round	ADJ
cana-639	114	12	-	-	PUNCT
cana-639	114	13	robin	robin	NOUN
cana-639	114	14	technique	technique	NOUN
cana-639	114	15	for	for	ADP
cana-639	114	16	making	make	VERB
cana-639	114	17	ready	ready	ADJ
cana-639	114	18	and	and	CCONJ
cana-639	114	19	testing	testing	NOUN
cana-639	114	20	.	.	PUNCT
cana-639	115	1	mcnitt	mcnitt	VERB
cana-639	115	2	-	-	PUNCT
cana-639	115	3	gray	gray	ADJ
cana-639	115	4	et	et	PROPN
cana-639	115	5	al	al	PROPN
cana-639	115	6	.	.	PUNCT
cana-639	116	1	[	[	X
cana-639	116	2	12	12	NUM
cana-639	116	3	]	]	PUNCT
cana-639	116	4	used	use	VERB
cana-639	116	5	to	to	PART
cana-639	116	6	form	form	VERB
cana-639	116	7	also	also	ADV
cana-639	116	8	surface	surface	VERB
cana-639	116	9	highlights	highlight	NOUN
cana-639	116	10	of	of	ADP
cana-639	116	11	a	a	DET
cana-639	116	12	delegate	delegate	NOUN
cana-639	116	13	knob	knob	NOUN
cana-639	116	14	reduce	reduce	VERB
cana-639	116	15	for	for	ADP
cana-639	116	16	arrangement	arrangement	NOUN
cana-639	116	17	.	.	PUNCT
cana-639	117	1	knobs	knob	NOUN
cana-639	117	2	are	be	AUX
cana-639	117	3	sectioned	section	VERB
cana-639	117	4	utilizing	utilize	VERB
cana-639	117	5	a	a	DET
cana-639	117	6	semi	semi	ADJ
cana-639	117	7	-	-	ADJ
cana-639	117	8	automatic	automatic	ADJ
cana-639	117	9	forming	form	VERB
cana-639	117	10	approach	approach	NOUN
cana-639	117	11	.	.	PUNCT
cana-639	118	1	a	a	DET
cana-639	118	2	few	few	ADJ
cana-639	118	3	quantitative	quantitative	ADJ
cana-639	118	4	measures	measure	NOUN
cana-639	118	5	had	have	AUX
cana-639	118	6	been	be	AUX
cana-639	118	7	extricated	extricate	VERB
cana-639	118	8	identified	identify	VERB
cana-639	118	9	with	with	ADP
cana-639	118	10	length	length	NOUN
cana-639	118	11	,	,	PUNCT
cana-639	118	12	shape	shape	NOUN
cana-639	118	13	,	,	PUNCT
cana-639	118	14	lessening	lessening	NOUN
cana-639	118	15	,	,	PUNCT
cana-639	118	16	appropriation	appropriation	NOUN
cana-639	118	17	of	of	ADP
cana-639	118	18	constriction	constriction	NOUN
cana-639	118	19	,	,	PUNCT
cana-639	118	20	and	and	CCONJ
cana-639	118	21	floor	floor	NOUN
cana-639	118	22	.	.	PUNCT
cana-639	119	1	a	a	DET
cana-639	119	2	stepsmart	stepsmart	ADJ
cana-639	119	3	discriminant	discriminant	NOUN
cana-639	119	4	investigation	investigation	NOUN
cana-639	119	5	was	be	AUX
cana-639	119	6	finished	finish	VERB
cana-639	119	7	.	.	PUNCT
cana-639	120	1	3	3	X
cana-639	120	2	.	.	NUM
cana-639	120	3	proposed	propose	VERB
cana-639	120	4	approach	approach	NOUN
cana-639	120	5	3.1	3.1	NUM
cana-639	120	6	over	over	ADP
cana-639	120	7	view	view	NOUN
cana-639	120	8	the	the	DET
cana-639	120	9	origins	origin	NOUN
cana-639	120	10	of	of	ADP
cana-639	120	11	image	image	NOUN
cana-639	120	12	retrieval	retrieval	NOUN
cana-639	120	13	can	can	AUX
cana-639	120	14	be	be	AUX
cana-639	120	15	traced	trace	VERB
cana-639	120	16	back	back	ADV
cana-639	120	17	to	to	ADP
cana-639	120	18	the	the	DET
cana-639	120	19	late	late	ADJ
cana-639	120	20	1970s	1970	NOUN
cana-639	120	21	.	.	PUNCT
cana-639	121	1	early	early	ADJ
cana-639	121	2	techniques	technique	NOUN
cana-639	121	3	[	[	X
cana-639	121	4	13	13	NUM
cana-639	121	5	]	]	PUNCT
cana-639	121	6	primarily	primarily	ADV
cana-639	121	7	focused	focus	VERB
cana-639	121	8	on	on	ADP
cana-639	121	9	textual	textual	ADJ
cana-639	121	10	annotations	annotation	NOUN
cana-639	121	11	associated	associate	VERB
cana-639	121	12	with	with	ADP
cana-639	121	13	images	image	NOUN
cana-639	121	14	rather	rather	ADV
cana-639	121	15	than	than	ADP
cana-639	121	16	their	their	PRON
cana-639	121	17	graphical	graphical	ADJ
cana-639	121	18	content	content	NOUN
cana-639	121	19	.	.	PUNCT
cana-639	122	1	these	these	DET
cana-639	122	2	systems	system	NOUN
cana-639	122	3	found	find	VERB
cana-639	122	4	applications	application	NOUN
cana-639	122	5	in	in	ADP
cana-639	122	6	various	various	ADJ
cana-639	122	7	domains	domain	NOUN
cana-639	122	8	including	include	VERB
cana-639	122	9	crime	crime	NOUN
cana-639	122	10	prevention	prevention	NOUN
cana-639	122	11	,	,	PUNCT
cana-639	122	12	intellectual	intellectual	ADJ
cana-639	122	13	property	property	NOUN
cana-639	122	14	management	management	NOUN
cana-639	122	15	,	,	PUNCT
cana-639	122	16	journalism	journalism	NOUN
cana-639	122	17	,	,	PUNCT
cana-639	122	18	advertising	advertising	NOUN
cana-639	122	19	(	(	PUNCT
cana-639	122	20	including	include	VERB
cana-639	122	21	video	video	NOUN
cana-639	122	22	)	)	PUNCT
cana-639	122	23	,	,	PUNCT
cana-639	122	24	and	and	CCONJ
cana-639	122	25	internet	internet	NOUN
cana-639	122	26	searching	searching	NOUN
cana-639	122	27	.	.	PUNCT
cana-639	123	1	•	•	NUM
cana-639	123	2	content	content	NOUN
cana-639	123	3	-	-	PUNCT
cana-639	123	4	based	base	VERB
cana-639	123	5	image	image	NOUN
cana-639	123	6	retrieval	retrieval	NOUN
cana-639	123	7	(	(	PUNCT
cana-639	123	8	cbir	cbir	NOUN
cana-639	123	9	)	)	PUNCT
cana-639	123	10	over	over	ADP
cana-639	123	11	the	the	DET
cana-639	123	12	past	past	ADJ
cana-639	123	13	two	two	NUM
cana-639	123	14	decades	decade	NOUN
cana-639	123	15	,	,	PUNCT
cana-639	123	16	numerous	numerous	ADJ
cana-639	123	17	research	research	NOUN
cana-639	123	18	endeavors	endeavor	NOUN
cana-639	123	19	have	have	AUX
cana-639	123	20	been	be	AUX
cana-639	123	21	initiated	initiate	VERB
cana-639	123	22	to	to	PART
cana-639	123	23	create	create	VERB
cana-639	123	24	fast	fast	ADJ
cana-639	123	25	and	and	CCONJ
cana-639	123	26	costeffective	costeffective	ADJ
cana-639	123	27	image	image	NOUN
cana-639	123	28	retrieval	retrieval	NOUN
cana-639	123	29	systems	system	NOUN
cana-639	123	30	.	.	PUNCT
cana-639	124	1	smeulders	smeulder	NOUN
cana-639	124	2	et	et	PROPN
cana-639	124	3	al	al	PROPN
cana-639	124	4	.	.	PROPN
cana-639	124	5	and	and	CCONJ
cana-639	124	6	rui	rui	PROPN
cana-639	124	7	et	et	PROPN
cana-639	124	8	al	al	PROPN
cana-639	124	9	.	.	PROPN
cana-639	124	10	have	have	AUX
cana-639	124	11	conducted	conduct	VERB
cana-639	124	12	comprehensive	comprehensive	ADJ
cana-639	124	13	reviews	review	NOUN
cana-639	124	14	on	on	ADP
cana-639	124	15	content	content	NOUN
cana-639	124	16	-	-	PUNCT
cana-639	124	17	based	base	VERB
cana-639	124	18	image	image	NOUN
cana-639	124	19	retrieval	retrieval	NOUN
cana-639	124	20	(	(	PUNCT
cana-639	124	21	cbir	cbir	NOUN
cana-639	124	22	)	)	PUNCT
cana-639	124	23	system	system	NOUN
cana-639	124	24	techniques	technique	NOUN
cana-639	124	25	,	,	PUNCT
cana-639	124	26	focusing	focus	VERB
cana-639	124	27	on	on	ADP
cana-639	124	28	various	various	ADJ
cana-639	124	29	anatomical	anatomical	ADJ
cana-639	124	30	organs	organ	NOUN
cana-639	124	31	.	.	PUNCT
cana-639	125	1	veltkamp	veltkamp	NOUN
cana-639	125	2	et	et	PROPN
cana-639	125	3	al	al	PROPN
cana-639	125	4	.	.	PUNCT
cana-639	126	1	[	[	X
cana-639	126	2	14	14	NUM
cana-639	126	3	]	]	PUNCT
cana-639	126	4	have	have	AUX
cana-639	126	5	provided	provide	VERB
cana-639	126	6	a	a	DET
cana-639	126	7	detailed	detailed	ADJ
cana-639	126	8	survey	survey	NOUN
cana-639	126	9	of	of	ADP
cana-639	126	10	existing	exist	VERB
cana-639	126	11	cbir	cbir	NOUN
cana-639	126	12	systems	system	NOUN
cana-639	126	13	[	[	X
cana-639	126	14	15	15	NUM
cana-639	126	15	]	]	PUNCT
cana-639	126	16	.	.	PUNCT
cana-639	127	1	these	these	DET
cana-639	127	2	systems	system	NOUN
cana-639	127	3	are	be	AUX
cana-639	127	4	designed	design	VERB
cana-639	127	5	to	to	PART
cana-639	127	6	search	search	VERB
cana-639	127	7	through	through	ADP
cana-639	127	8	image	image	NOUN
cana-639	127	9	databases	database	NOUN
cana-639	127	10	using	use	VERB
cana-639	127	11	graphical	graphical	ADJ
cana-639	127	12	content	content	NOUN
cana-639	127	13	such	such	ADJ
cana-639	127	14	as	as	ADP
cana-639	127	15	color	color	NOUN
cana-639	127	16	,	,	PUNCT
cana-639	127	17	texture	texture	NOUN
cana-639	127	18	,	,	PUNCT
cana-639	127	19	and	and	CCONJ
cana-639	127	20	shape	shape	VERB
cana-639	127	21	elements	element	NOUN
cana-639	127	22	[	[	X
cana-639	127	23	16	16	NUM
cana-639	127	24	]	]	PUNCT
cana-639	127	25	.	.	PUNCT
cana-639	128	1	communications	communication	NOUN
cana-639	128	2	on	on	ADP
cana-639	128	3	applied	apply	VERB
cana-639	128	4	nonlinear	nonlinear	ADJ
cana-639	128	5	analysis	analysis	NOUN
cana-639	128	6	issn	issn	NOUN
cana-639	128	7	:	:	PUNCT
cana-639	128	8	1074	1074	NUM
cana-639	128	9	-	-	PUNCT
cana-639	128	10	133x	133x	NUM
cana-639	128	11	vol	vol	NOUN
cana-639	128	12	31	31	NUM
cana-639	128	13	no	no	NOUN
cana-639	128	14	.	.	PUNCT
cana-639	129	1	2s	2s	NUM
cana-639	129	2	(	(	PUNCT
cana-639	129	3	2024	2024	NUM
cana-639	129	4	)	)	PUNCT
cana-639	129	5	258	258	NUM
cana-639	129	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-639	129	7	figure	figure	NOUN
cana-639	129	8	1	1	NUM
cana-639	129	9	.	.	PUNCT
cana-639	129	10	general	general	ADJ
cana-639	129	11	cbir	cbir	NOUN
cana-639	129	12	system	system	NOUN
cana-639	129	13	for	for	ADP
cana-639	129	14	medical	medical	ADJ
cana-639	129	15	images	image	NOUN
cana-639	129	16	•	•	PRON
cana-639	129	17	cbir	cbir	NOUN
cana-639	129	18	applications	application	NOUN
cana-639	129	19	in	in	ADP
cana-639	129	20	medical	medical	ADJ
cana-639	129	21	domain	domain	NOUN
cana-639	129	22	content	content	NOUN
cana-639	129	23	-	-	PUNCT
cana-639	129	24	based	base	VERB
cana-639	129	25	image	image	NOUN
cana-639	129	26	retrieval	retrieval	NOUN
cana-639	129	27	(	(	PUNCT
cana-639	129	28	cbir	cbir	NOUN
cana-639	129	29	)	)	PUNCT
cana-639	129	30	has	have	AUX
cana-639	129	31	emerged	emerge	VERB
cana-639	129	32	as	as	ADP
cana-639	129	33	a	a	DET
cana-639	129	34	crucial	crucial	ADJ
cana-639	129	35	research	research	NOUN
cana-639	129	36	area	area	NOUN
cana-639	129	37	in	in	ADP
cana-639	129	38	radiology	radiology	NOUN
cana-639	129	39	,	,	PUNCT
cana-639	129	40	aiming	aim	VERB
cana-639	129	41	to	to	PART
cana-639	129	42	streamline	streamline	VERB
cana-639	129	43	diagnostic	diagnostic	ADJ
cana-639	129	44	decision	decision	NOUN
cana-639	129	45	-	-	PUNCT
cana-639	129	46	making	make	VERB
cana-639	129	47	processes	process	NOUN
cana-639	129	48	through	through	ADP
cana-639	129	49	medical	medical	ADJ
cana-639	129	50	image	image	NOUN
cana-639	129	51	interpretation	interpretation	NOUN
cana-639	129	52	[	[	X
cana-639	129	53	17	17	NUM
cana-639	129	54	]	]	PUNCT
cana-639	129	55	.	.	PUNCT
cana-639	130	1	a	a	DET
cana-639	130	2	significant	significant	ADJ
cana-639	130	3	research	research	NOUN
cana-639	130	4	challenge	challenge	NOUN
cana-639	130	5	lies	lie	VERB
cana-639	130	6	in	in	ADP
cana-639	130	7	developing	develop	VERB
cana-639	130	8	algorithms	algorithm	NOUN
cana-639	130	9	for	for	ADP
cana-639	130	10	automated	automate	VERB
cana-639	130	11	or	or	CCONJ
cana-639	130	12	computer	computer	NOUN
cana-639	130	13	-	-	PUNCT
cana-639	130	14	assisted	assist	VERB
cana-639	130	15	classification	classification	NOUN
cana-639	130	16	and	and	CCONJ
cana-639	130	17	retrieval	retrieval	NOUN
cana-639	130	18	of	of	ADP
cana-639	130	19	medical	medical	ADJ
cana-639	130	20	images	image	NOUN
cana-639	130	21	based	base	VERB
cana-639	130	22	on	on	ADP
cana-639	130	23	their	their	PRON
cana-639	130	24	structural	structural	ADJ
cana-639	130	25	content	content	NOUN
cana-639	130	26	,	,	PUNCT
cana-639	130	27	particularly	particularly	ADV
cana-639	130	28	as	as	SCONJ
cana-639	130	29	regions	region	NOUN
cana-639	130	30	of	of	ADP
cana-639	130	31	interest	interest	NOUN
cana-639	130	32	(	(	PUNCT
cana-639	130	33	rois	rois	PROPN
cana-639	130	34	)	)	PUNCT
cana-639	130	35	often	often	ADV
cana-639	130	36	exhibit	exhibit	VERB
cana-639	130	37	irregularities	irregularity	NOUN
cana-639	130	38	,	,	PUNCT
cana-639	130	39	overlap	overlap	NOUN
cana-639	130	40	,	,	PUNCT
cana-639	130	41	partial	partial	ADJ
cana-639	130	42	obstruction	obstruction	NOUN
cana-639	130	43	,	,	PUNCT
cana-639	130	44	or	or	CCONJ
cana-639	130	45	high	high	ADJ
cana-639	130	46	degrees	degree	NOUN
cana-639	130	47	of	of	ADP
cana-639	130	48	generalization	generalization	NOUN
cana-639	130	49	[	[	X
cana-639	130	50	18	18	NUM
cana-639	130	51	]	]	PUNCT
cana-639	130	52	.	.	PUNCT
cana-639	131	1	while	while	SCONJ
cana-639	131	2	content	content	NOUN
cana-639	131	3	-	-	PUNCT
cana-639	131	4	based	base	VERB
cana-639	131	5	image	image	NOUN
cana-639	131	6	retrieval	retrieval	NOUN
cana-639	131	7	has	have	AUX
cana-639	131	8	been	be	AUX
cana-639	131	9	frequently	frequently	ADV
cana-639	131	10	proposed	propose	VERB
cana-639	131	11	for	for	ADP
cana-639	131	12	use	use	NOUN
cana-639	131	13	in	in	ADP
cana-639	131	14	medical	medical	ADJ
cana-639	131	15	image	image	NOUN
cana-639	131	16	management	management	NOUN
cana-639	131	17	[	[	X
cana-639	131	18	19	19	NUM
cana-639	131	19	]	]	X
cana-639	131	20	,	,	PUNCT
cana-639	131	21	only	only	ADV
cana-639	131	22	a	a	DET
cana-639	131	23	few	few	ADJ
cana-639	131	24	content	content	NOUN
cana-639	131	25	-	-	PUNCT
cana-639	131	26	based	base	VERB
cana-639	131	27	retrieval	retrieval	NOUN
cana-639	131	28	systems	system	NOUN
cana-639	131	29	have	have	AUX
cana-639	131	30	been	be	AUX
cana-639	131	31	specifically	specifically	ADV
cana-639	131	32	developed	develop	VERB
cana-639	131	33	for	for	ADP
cana-639	131	34	medical	medical	ADJ
cana-639	131	35	imagery	imagery	NOUN
cana-639	131	36	.	.	PUNCT
cana-639	132	1	ultimately	ultimately	ADV
cana-639	132	2	,	,	PUNCT
cana-639	132	3	the	the	DET
cana-639	132	4	expert	expert	NOUN
cana-639	132	5	selects	select	VERB
cana-639	132	6	the	the	DET
cana-639	132	7	most	most	ADV
cana-639	132	8	similar	similar	ADJ
cana-639	132	9	images	image	NOUN
cana-639	132	10	,	,	PUNCT
cana-639	132	11	from	from	ADP
cana-639	132	12	their	their	PRON
cana-639	132	13	perspective	perspective	NOUN
cana-639	132	14	,	,	PUNCT
cana-639	132	15	from	from	ADP
cana-639	132	16	the	the	DET
cana-639	132	17	set	set	NOUN
cana-639	132	18	of	of	ADP
cana-639	132	19	retrieved	retrieve	VERB
cana-639	132	20	images	image	NOUN
cana-639	132	21	and	and	CCONJ
cana-639	132	22	accesses	access	VERB
cana-639	132	23	the	the	DET
cana-639	132	24	associated	associated	ADJ
cana-639	132	25	data	datum	NOUN
cana-639	132	26	[	[	X
cana-639	132	27	20	20	NUM
cana-639	132	28	]	]	PUNCT
cana-639	132	29	.	.	PUNCT
cana-639	133	1	as	as	SCONJ
cana-639	133	2	medical	medical	ADJ
cana-639	133	3	images	image	NOUN
cana-639	133	4	are	be	AUX
cana-639	133	5	digitally	digitally	ADV
cana-639	133	6	represented	represent	VERB
cana-639	133	7	in	in	ADP
cana-639	133	8	various	various	ADJ
cana-639	133	9	formats	format	NOUN
cana-639	133	10	depending	depend	VERB
cana-639	133	11	on	on	ADP
cana-639	133	12	their	their	PRON
cana-639	133	13	modality	modality	NOUN
cana-639	133	14	and	and	CCONJ
cana-639	133	15	the	the	DET
cana-639	133	16	imaging	imaging	NOUN
cana-639	133	17	device	device	NOUN
cana-639	133	18	used	use	VERB
cana-639	133	19	,	,	PUNCT
cana-639	133	20	image	image	NOUN
cana-639	133	21	retrieval	retrieval	NOUN
cana-639	133	22	systems	system	NOUN
cana-639	133	23	need	need	VERB
cana-639	133	24	to	to	PART
cana-639	133	25	be	be	AUX
cana-639	133	26	developed	develop	VERB
cana-639	133	27	for	for	ADP
cana-639	133	28	their	their	PRON
cana-639	133	29	specific	specific	ADJ
cana-639	133	30	image	image	NOUN
cana-639	133	31	types	type	NOUN
cana-639	133	32	[	[	X
cana-639	133	33	21	21	NUM
cana-639	133	34	]	]	PUNCT
cana-639	133	35	.	.	PUNCT
cana-639	134	1	to	to	PART
cana-639	134	2	adapt	adapt	VERB
cana-639	134	3	cbir	cbir	NOUN
cana-639	134	4	systems	system	NOUN
cana-639	134	5	for	for	ADP
cana-639	134	6	medical	medical	ADJ
cana-639	134	7	images	image	NOUN
cana-639	134	8	,	,	PUNCT
cana-639	134	9	algorithms	algorithm	NOUN
cana-639	134	10	need	need	VERB
cana-639	134	11	to	to	PART
cana-639	134	12	be	be	AUX
cana-639	134	13	developed	develop	VERB
cana-639	134	14	that	that	PRON
cana-639	134	15	can	can	AUX
cana-639	134	16	accurately	accurately	ADV
cana-639	134	17	identify	identify	VERB
cana-639	134	18	rois	rois	PROPN
cana-639	135	1	[	[	X
cana-639	135	2	22	22	NUM
cana-639	135	3	]	]	PUNCT
cana-639	135	4	.	.	PUNCT
cana-639	136	1	•	•	ADJ
cana-639	136	2	challenges	challenge	NOUN
cana-639	136	3	encountered	encounter	VERB
cana-639	136	4	in	in	ADP
cana-639	136	5	primary	primary	ADJ
cana-639	136	6	retrieval	retrieval	NOUN
cana-639	136	7	and	and	CCONJ
cana-639	136	8	classification	classification	VERB
cana-639	136	9	the	the	DET
cana-639	136	10	presence	presence	NOUN
cana-639	136	11	of	of	ADP
cana-639	136	12	small	small	ADJ
cana-639	136	13	pulmonary	pulmonary	ADJ
cana-639	136	14	nodules	nodule	NOUN
cana-639	136	15	often	often	ADV
cana-639	136	16	coincides	coincide	VERB
cana-639	136	17	with	with	ADP
cana-639	136	18	vascular	vascular	ADJ
cana-639	136	19	intersections	intersection	NOUN
cana-639	136	20	,	,	PUNCT
cana-639	136	21	leading	lead	VERB
cana-639	136	22	to	to	ADP
cana-639	136	23	false	false	ADJ
cana-639	136	24	positives	positive	NOUN
cana-639	136	25	in	in	ADP
cana-639	136	26	automated	automate	VERB
cana-639	136	27	lung	lung	NOUN
cana-639	136	28	nodule	nodule	NOUN
cana-639	136	29	detection	detection	NOUN
cana-639	136	30	[	[	X
cana-639	136	31	23	23	NUM
cana-639	136	32	]	]	PUNCT
cana-639	136	33	.	.	PUNCT
cana-639	137	1	nodules	nodule	NOUN
cana-639	137	2	smaller	small	ADJ
cana-639	137	3	than	than	ADP
cana-639	137	4	the	the	DET
cana-639	137	5	ct	ct	PROPN
cana-639	137	6	slice	slice	NOUN
cana-639	137	7	thickness	thickness	NOUN
cana-639	137	8	are	be	AUX
cana-639	137	9	filtered	filter	VERB
cana-639	137	10	out	out	ADP
cana-639	137	11	using	use	VERB
cana-639	137	12	the	the	DET
cana-639	137	13	partial	partial	ADJ
cana-639	137	14	volume	volume	NOUN
cana-639	137	15	effect	effect	NOUN
cana-639	137	16	.	.	PUNCT
cana-639	138	1	pulmonary	pulmonary	ADJ
cana-639	138	2	nodules	nodule	NOUN
cana-639	138	3	exhibit	exhibit	VERB
cana-639	138	4	varying	vary	VERB
cana-639	138	5	internal	internal	ADJ
cana-639	138	6	and	and	CCONJ
cana-639	138	7	external	external	ADJ
cana-639	138	8	connections	connection	NOUN
cana-639	138	9	,	,	PUNCT
cana-639	138	10	posing	pose	VERB
cana-639	138	11	significant	significant	ADJ
cana-639	138	12	challenges	challenge	NOUN
cana-639	138	13	for	for	ADP
cana-639	138	14	developing	develop	VERB
cana-639	138	15	a	a	DET
cana-639	138	16	generalized	generalize	VERB
cana-639	138	17	segmentation	segmentation	NOUN
cana-639	138	18	method	method	NOUN
cana-639	138	19	and	and	CCONJ
cana-639	138	20	improving	improve	VERB
cana-639	138	21	segmentation	segmentation	NOUN
cana-639	138	22	accuracy	accuracy	NOUN
cana-639	138	23	[	[	X
cana-639	138	24	24	24	NUM
cana-639	138	25	]	]	PUNCT
cana-639	138	26	.	.	PUNCT
cana-639	139	1	another	another	DET
cana-639	139	2	challenge	challenge	NOUN
cana-639	139	3	lies	lie	VERB
cana-639	139	4	in	in	ADP
cana-639	139	5	the	the	DET
cana-639	139	6	representation	representation	NOUN
cana-639	139	7	of	of	ADP
cana-639	139	8	pulmonary	pulmonary	ADJ
cana-639	139	9	nodules	nodule	NOUN
cana-639	139	10	,	,	PUNCT
cana-639	139	11	as	as	SCONJ
cana-639	139	12	exploiting	exploit	VERB
cana-639	139	13	a	a	DET
cana-639	139	14	diverse	diverse	ADJ
cana-639	139	15	set	set	NOUN
cana-639	139	16	of	of	ADP
cana-639	139	17	features	feature	NOUN
cana-639	139	18	poses	pose	VERB
cana-639	139	19	a	a	DET
cana-639	139	20	significant	significant	ADJ
cana-639	139	21	challenge	challenge	NOUN
cana-639	139	22	in	in	ADP
cana-639	139	23	designing	design	VERB
cana-639	139	24	a	a	DET
cana-639	139	25	retrieval	retrieval	NOUN
cana-639	139	26	or	or	CCONJ
cana-639	139	27	classification	classification	NOUN
cana-639	139	28	framework	framework	NOUN
cana-639	139	29	as	as	SCONJ
cana-639	139	30	represented	represent	VERB
cana-639	139	31	in	in	ADP
cana-639	139	32	figure	figure	NOUN
cana-639	139	33	2	2	NUM
cana-639	139	34	and	and	CCONJ
cana-639	139	35	figure	figure	VERB
cana-639	139	36	3	3	NUM
cana-639	140	1	[	[	X
cana-639	140	2	25	25	NUM
cana-639	140	3	]	]	PUNCT
cana-639	140	4	.	.	PUNCT
cana-639	141	1	communications	communication	NOUN
cana-639	141	2	on	on	ADP
cana-639	141	3	applied	apply	VERB
cana-639	141	4	nonlinear	nonlinear	ADJ
cana-639	141	5	analysis	analysis	NOUN
cana-639	141	6	issn	issn	NOUN
cana-639	141	7	:	:	PUNCT
cana-639	141	8	1074	1074	NUM
cana-639	141	9	-	-	PUNCT
cana-639	141	10	133x	133x	NUM
cana-639	141	11	vol	vol	NOUN
cana-639	141	12	31	31	NUM
cana-639	141	13	no	no	NOUN
cana-639	141	14	.	.	PUNCT
cana-639	142	1	2s	2s	NUM
cana-639	142	2	(	(	PUNCT
cana-639	142	3	2024	2024	NUM
cana-639	142	4	)	)	PUNCT
cana-639	142	5	259	259	NUM
cana-639	142	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-639	142	7	figure	figure	NOUN
cana-639	142	8	2	2	NUM
cana-639	142	9	.	.	PUNCT
cana-639	142	10	block	block	NOUN
cana-639	142	11	diagram	diagram	NOUN
cana-639	142	12	of	of	ADP
cana-639	142	13	cbir	cbir	NOUN
cana-639	142	14	system	system	NOUN
cana-639	142	15	for	for	ADP
cana-639	142	16	pulmonary	pulmonary	ADJ
cana-639	142	17	nodules	nodule	NOUN
cana-639	142	18	figure	figure	VERB
cana-639	142	19	3	3	NUM
cana-639	142	20	.	.	NOUN
cana-639	142	21	steps	step	NOUN
cana-639	142	22	for	for	ADP
cana-639	142	23	classification	classification	NOUN
cana-639	142	24	of	of	ADP
cana-639	142	25	pulmonary	pulmonary	ADJ
cana-639	142	26	nodules	nodule	NOUN
cana-639	142	27	steps	step	NOUN
cana-639	142	28	involved	involve	VERB
cana-639	142	29	in	in	ADP
cana-639	142	30	pulmonary	pulmonary	ADJ
cana-639	142	31	nodule	nodule	NOUN
cana-639	142	32	detection	detection	NOUN
cana-639	142	33	and	and	CCONJ
cana-639	142	34	classification	classification	VERB
cana-639	142	35	the	the	DET
cana-639	142	36	primary	primary	ADJ
cana-639	142	37	steps	step	NOUN
cana-639	142	38	for	for	ADP
cana-639	142	39	the	the	DET
cana-639	142	40	development	development	NOUN
cana-639	142	41	of	of	ADP
cana-639	142	42	a	a	DET
cana-639	142	43	retrieval	retrieval	NOUN
cana-639	142	44	framework	framework	NOUN
cana-639	142	45	or	or	CCONJ
cana-639	142	46	a	a	DET
cana-639	142	47	classification	classification	NOUN
cana-639	142	48	scenario	scenario	NOUN
cana-639	142	49	involve	involve	VERB
cana-639	142	50	the	the	DET
cana-639	142	51	segmentation	segmentation	NOUN
cana-639	142	52	of	of	ADP
cana-639	142	53	nodules	nodule	NOUN
cana-639	142	54	and	and	CCONJ
cana-639	142	55	extraction	extraction	NOUN
cana-639	142	56	of	of	ADP
cana-639	142	57	features	feature	NOUN
cana-639	142	58	from	from	ADP
cana-639	142	59	each	each	DET
cana-639	142	60	segmented	segment	VERB
cana-639	142	61	nodule	nodule	NOUN
cana-639	143	1	[	[	X
cana-639	143	2	26	26	NUM
cana-639	143	3	]	]	PUNCT
cana-639	143	4	.	.	PUNCT
cana-639	144	1	segmentation	segmentation	NOUN
cana-639	144	2	of	of	ADP
cana-639	144	3	pulmonary	pulmonary	ADJ
cana-639	144	4	nodules	nodule	NOUN
cana-639	144	5	has	have	AUX
cana-639	144	6	been	be	AUX
cana-639	144	7	explained	explain	VERB
cana-639	144	8	.	.	PUNCT
cana-639	145	1	the	the	DET
cana-639	145	2	majority	majority	NOUN
cana-639	145	3	of	of	ADP
cana-639	145	4	previous	previous	ADJ
cana-639	145	5	works	work	NOUN
cana-639	145	6	have	have	AUX
cana-639	145	7	focused	focus	VERB
cana-639	145	8	on	on	ADP
cana-639	145	9	the	the	DET
cana-639	145	10	segmentation	segmentation	NOUN
cana-639	145	11	of	of	ADP
cana-639	145	12	solid	solid	ADJ
cana-639	145	13	nodules	nodule	NOUN
cana-639	145	14	[	[	X
cana-639	145	15	27	27	NUM
cana-639	145	16	]	]	PUNCT
cana-639	145	17	.	.	PUNCT
cana-639	146	1	some	some	DET
cana-639	146	2	alternative	alternative	ADJ
cana-639	146	3	approaches	approach	NOUN
cana-639	146	4	have	have	AUX
cana-639	146	5	been	be	AUX
cana-639	146	6	proposed	propose	VERB
cana-639	146	7	for	for	ADP
cana-639	146	8	the	the	DET
cana-639	146	9	segmentation	segmentation	NOUN
cana-639	146	10	of	of	ADP
cana-639	146	11	non	non	ADJ
cana-639	146	12	-	-	ADJ
cana-639	146	13	solid	solid	ADJ
cana-639	146	14	nodules	nodule	NOUN
cana-639	146	15	[	[	X
cana-639	146	16	28	28	NUM
cana-639	146	17	]	]	PUNCT
cana-639	146	18	,	,	PUNCT
cana-639	146	19	with	with	ADP
cana-639	146	20	only	only	ADV
cana-639	146	21	one	one	NUM
cana-639	146	22	approach	approach	NOUN
cana-639	146	23	addressing	address	VERB
cana-639	146	24	the	the	DET
cana-639	146	25	segmentation	segmentation	NOUN
cana-639	146	26	of	of	ADP
cana-639	146	27	solid	solid	ADJ
cana-639	146	28	,	,	PUNCT
cana-639	146	29	part	part	NOUN
cana-639	146	30	-	-	PUNCT
cana-639	146	31	solid	solid	ADJ
cana-639	146	32	,	,	PUNCT
cana-639	146	33	and	and	CCONJ
cana-639	146	34	non	non	ADJ
cana-639	146	35	-	-	ADJ
cana-639	146	36	solid	solid	ADJ
cana-639	146	37	nodules	nodule	NOUN
cana-639	146	38	[	[	X
cana-639	146	39	29	29	NUM
cana-639	146	40	]	]	PUNCT
cana-639	146	41	.	.	PUNCT
cana-639	147	1	henschke	henschke	PROPN
cana-639	147	2	et	et	PROPN
cana-639	147	3	al	al	PROPN
cana-639	147	4	.	.	PROPN
cana-639	148	1	highlight	highlight	VERB
cana-639	148	2	that	that	PRON
cana-639	148	3	part	part	NOUN
cana-639	148	4	-	-	PUNCT
cana-639	148	5	solid	solid	ADJ
cana-639	148	6	and	and	CCONJ
cana-639	148	7	non	non	ADJ
cana-639	148	8	-	-	ADJ
cana-639	148	9	solid	solid	ADJ
cana-639	148	10	nodules	nodule	NOUN
cana-639	148	11	are	be	AUX
cana-639	148	12	at	at	ADP
cana-639	148	13	a	a	DET
cana-639	148	14	higher	high	ADJ
cana-639	148	15	risk	risk	NOUN
cana-639	148	16	of	of	ADP
cana-639	148	17	malignancy	malignancy	NOUN
cana-639	148	18	compared	compare	VERB
cana-639	148	19	to	to	ADP
cana-639	148	20	solid	solid	ADJ
cana-639	148	21	nodules	nodule	NOUN
cana-639	148	22	,	,	PUNCT
cana-639	148	23	emphasizing	emphasize	VERB
cana-639	148	24	the	the	DET
cana-639	148	25	importance	importance	NOUN
cana-639	148	26	of	of	ADP
cana-639	148	27	distinguishing	distinguish	VERB
cana-639	148	28	between	between	ADP
cana-639	148	29	part	part	NOUN
cana-639	148	30	-	-	PUNCT
cana-639	148	31	solid	solid	ADJ
cana-639	148	32	and	and	CCONJ
cana-639	148	33	nonsolid	nonsolid	ADJ
cana-639	148	34	nodules	nodule	NOUN
cana-639	148	35	in	in	ADP
cana-639	148	36	the	the	DET
cana-639	148	37	segmentation	segmentation	NOUN
cana-639	148	38	process	process	NOUN
cana-639	148	39	[	[	X
cana-639	148	40	30	30	NUM
cana-639	148	41	]	]	PUNCT
cana-639	148	42	.	.	PUNCT
cana-639	149	1	algorithm	algorithm	PROPN
cana-639	149	2	input	input	NOUN
cana-639	149	3	:	:	PUNCT
cana-639	149	4	image	image	NOUN
cana-639	149	5	database	database	NOUN
cana-639	149	6	containing	contain	VERB
cana-639	149	7	medical	medical	ADJ
cana-639	149	8	images	image	NOUN
cana-639	149	9	with	with	ADP
cana-639	149	10	associated	associated	ADJ
cana-639	149	11	metadata	metadata	NOUN
cana-639	149	12	.	.	PUNCT
cana-639	150	1	query	query	NOUN
cana-639	150	2	image	image	NOUN
cana-639	150	3	for	for	ADP
cana-639	150	4	which	which	PRON
cana-639	150	5	similar	similar	ADJ
cana-639	150	6	images	image	NOUN
cana-639	150	7	are	be	AUX
cana-639	150	8	to	to	PART
cana-639	150	9	be	be	AUX
cana-639	150	10	retrieved	retrieve	VERB
cana-639	150	11	.	.	PUNCT
cana-639	151	1	preprocessing	preprocessing	NOUN
cana-639	151	2	:	:	PUNCT
cana-639	151	3	extract	extract	VERB
cana-639	151	4	relevant	relevant	ADJ
cana-639	151	5	features	feature	NOUN
cana-639	151	6	from	from	ADP
cana-639	151	7	each	each	DET
cana-639	151	8	image	image	NOUN
cana-639	151	9	in	in	ADP
cana-639	151	10	the	the	DET
cana-639	151	11	database	database	NOUN
cana-639	151	12	.	.	PUNCT
cana-639	152	1	store	store	VERB
cana-639	152	2	the	the	DET
cana-639	152	3	features	feature	NOUN
cana-639	152	4	along	along	ADP
cana-639	152	5	with	with	ADP
cana-639	152	6	their	their	PRON
cana-639	152	7	corresponding	correspond	VERB
cana-639	152	8	image	image	NOUN
cana-639	152	9	identifiers	identifier	NOUN
cana-639	152	10	in	in	ADP
cana-639	152	11	a	a	DET
cana-639	152	12	structured	structured	ADJ
cana-639	152	13	format	format	NOUN
cana-639	152	14	.	.	PUNCT
cana-639	153	1	query	query	NOUN
cana-639	153	2	processing	processing	NOUN
cana-639	153	3	:	:	PUNCT
cana-639	153	4	extract	extract	VERB
cana-639	153	5	features	feature	NOUN
cana-639	153	6	from	from	ADP
cana-639	153	7	the	the	DET
cana-639	153	8	query	query	NOUN
cana-639	153	9	image	image	NOUN
cana-639	153	10	.	.	PUNCT
cana-639	154	1	calculate	calculate	NOUN
cana-639	154	2	similarity	similarity	NOUN
cana-639	154	3	between	between	ADP
cana-639	154	4	the	the	DET
cana-639	154	5	query	query	NOUN
cana-639	154	6	image	image	NOUN
cana-639	154	7	features	feature	NOUN
cana-639	154	8	and	and	CCONJ
cana-639	154	9	features	feature	NOUN
cana-639	154	10	of	of	ADP
cana-639	154	11	images	image	NOUN
cana-639	154	12	in	in	ADP
cana-639	154	13	the	the	DET
cana-639	154	14	database	database	NOUN
cana-639	154	15	.	.	PUNCT
cana-639	155	1	rank	rank	VERB
cana-639	155	2	the	the	DET
cana-639	155	3	database	database	NOUN
cana-639	155	4	images	image	NOUN
cana-639	155	5	based	base	VERB
cana-639	155	6	on	on	ADP
cana-639	155	7	their	their	PRON
cana-639	155	8	similarity	similarity	NOUN
cana-639	155	9	to	to	ADP
cana-639	155	10	the	the	DET
cana-639	155	11	query	query	NOUN
cana-639	155	12	image	image	NOUN
cana-639	155	13	.	.	PUNCT
cana-639	156	1	communications	communication	NOUN
cana-639	156	2	on	on	ADP
cana-639	156	3	applied	apply	VERB
cana-639	156	4	nonlinear	nonlinear	ADJ
cana-639	156	5	analysis	analysis	NOUN
cana-639	156	6	issn	issn	NOUN
cana-639	156	7	:	:	PUNCT
cana-639	156	8	1074	1074	NUM
cana-639	156	9	-	-	PUNCT
cana-639	156	10	133x	133x	NUM
cana-639	156	11	vol	vol	NOUN
cana-639	156	12	31	31	NUM
cana-639	156	13	no	no	NOUN
cana-639	156	14	.	.	PUNCT
cana-639	157	1	2s	2s	NUM
cana-639	157	2	(	(	PUNCT
cana-639	157	3	2024	2024	NUM
cana-639	157	4	)	)	PUNCT
cana-639	157	5	260	260	NUM
cana-639	157	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-639	157	7	output	output	NOUN
cana-639	157	8	:	:	PUNCT
cana-639	157	9	retrieve	retrieve	VERB
cana-639	157	10	the	the	DET
cana-639	157	11	top	top	ADV
cana-639	157	12	-	-	PUNCT
cana-639	157	13	ranked	rank	VERB
cana-639	157	14	images	image	NOUN
cana-639	157	15	from	from	ADP
cana-639	157	16	the	the	DET
cana-639	157	17	database	database	NOUN
cana-639	157	18	as	as	ADP
cana-639	157	19	the	the	DET
cana-639	157	20	search	search	NOUN
cana-639	157	21	results	result	NOUN
cana-639	157	22	.	.	PUNCT
cana-639	158	1	display	display	NOUN
cana-639	158	2	results	result	NOUN
cana-639	158	3	:	:	PUNCT
cana-639	158	4	present	present	VERB
cana-639	158	5	the	the	DET
cana-639	158	6	retrieved	retrieve	VERB
cana-639	158	7	images	image	NOUN
cana-639	158	8	to	to	ADP
cana-639	158	9	the	the	DET
cana-639	158	10	user	user	NOUN
cana-639	158	11	in	in	ADP
cana-639	158	12	a	a	DET
cana-639	158	13	user	user	NOUN
cana-639	158	14	-	-	PUNCT
cana-639	158	15	friendly	friendly	ADJ
cana-639	158	16	format	format	NOUN
cana-639	158	17	,	,	PUNCT
cana-639	158	18	such	such	ADJ
cana-639	158	19	as	as	ADP
cana-639	158	20	thumbnails	thumbnail	NOUN
cana-639	158	21	or	or	CCONJ
cana-639	158	22	a	a	DET
cana-639	158	23	gallery	gallery	NOUN
cana-639	158	24	view	view	NOUN
cana-639	158	25	.	.	PUNCT
cana-639	159	1	provide	provide	VERB
cana-639	159	2	options	option	NOUN
cana-639	159	3	for	for	ADP
cana-639	159	4	the	the	DET
cana-639	159	5	user	user	NOUN
cana-639	159	6	to	to	PART
cana-639	159	7	explore	explore	VERB
cana-639	159	8	detailed	detailed	ADJ
cana-639	159	9	information	information	NOUN
cana-639	159	10	about	about	ADP
cana-639	159	11	each	each	DET
cana-639	159	12	retrieved	retrieve	VERB
cana-639	159	13	image	image	NOUN
cana-639	159	14	,	,	PUNCT
cana-639	159	15	results	result	VERB
cana-639	159	16	matlab_r2014a	matlab_r2014a	NOUN
cana-639	159	17	was	be	AUX
cana-639	159	18	used	use	VERB
cana-639	159	19	to	to	PART
cana-639	159	20	develop	develop	VERB
cana-639	159	21	a	a	DET
cana-639	159	22	flow	flow	NOUN
cana-639	159	23	model	model	NOUN
cana-639	159	24	for	for	ADP
cana-639	159	25	detecting	detect	VERB
cana-639	159	26	and	and	CCONJ
cana-639	159	27	removing	remove	VERB
cana-639	159	28	lung	lung	NOUN
cana-639	159	29	nodules	nodule	NOUN
cana-639	159	30	.	.	PUNCT
cana-639	160	1	cancer	cancer	NOUN
cana-639	160	2	imaging	imaging	NOUN
cana-639	160	3	(	(	PUNCT
cana-639	160	4	ci	ci	NOUN
cana-639	160	5	)	)	PUNCT
cana-639	160	6	online	online	ADJ
cana-639	160	7	data	datum	NOUN
cana-639	160	8	was	be	AUX
cana-639	160	9	utilized	utilize	VERB
cana-639	160	10	,	,	PUNCT
cana-639	160	11	comprising	comprise	VERB
cana-639	160	12	ct	ct	NUM
cana-639	160	13	scan	scan	NOUN
cana-639	160	14	(	(	PUNCT
cana-639	160	15	cts	cts	PROPN
cana-639	160	16	)	)	PUNCT
cana-639	160	17	images	image	NOUN
cana-639	160	18	with	with	ADP
cana-639	160	19	dimensions	dimension	NOUN
cana-639	160	20	of	of	ADP
cana-639	160	21	512.0x512.0	512.0x512.0	PROPN
cana-639	160	22	pixels	pixel	NOUN
cana-639	160	23	.	.	PUNCT
cana-639	161	1	a	a	DET
cana-639	161	2	total	total	NOUN
cana-639	161	3	of	of	ADP
cana-639	161	4	90	90	NUM
cana-639	161	5	images	image	NOUN
cana-639	161	6	were	be	AUX
cana-639	161	7	used	use	VERB
cana-639	161	8	for	for	ADP
cana-639	161	9	training	train	VERB
cana-639	161	10	the	the	DET
cana-639	161	11	system	system	NOUN
cana-639	161	12	,	,	PUNCT
cana-639	161	13	with	with	ADP
cana-639	161	14	65	65	NUM
cana-639	161	15	containing	contain	VERB
cana-639	161	16	nodules	nodule	NOUN
cana-639	161	17	and	and	CCONJ
cana-639	161	18	25	25	NUM
cana-639	161	19	without	without	ADP
cana-639	161	20	.	.	PUNCT
cana-639	162	1	during	during	ADP
cana-639	162	2	the	the	DET
cana-639	162	3	testing	testing	NOUN
cana-639	162	4	phase	phase	NOUN
cana-639	162	5	,	,	PUNCT
cana-639	162	6	150	150	NUM
cana-639	162	7	images	image	NOUN
cana-639	162	8	were	be	AUX
cana-639	162	9	validated	validate	VERB
cana-639	162	10	,	,	PUNCT
cana-639	162	11	all	all	PRON
cana-639	162	12	adhering	adhere	VERB
cana-639	162	13	to	to	ADP
cana-639	162	14	the	the	DET
cana-639	162	15	dicom	dicom	NOUN
cana-639	162	16	format	format	NOUN
cana-639	162	17	commonly	commonly	ADV
cana-639	162	18	used	use	VERB
cana-639	162	19	in	in	ADP
cana-639	162	20	radiology	radiology	NOUN
cana-639	162	21	.	.	PUNCT
cana-639	163	1	optimal	optimal	ADJ
cana-639	163	2	thresholding	thresholding	NOUN
cana-639	163	3	(	(	PUNCT
cana-639	163	4	th	th	NOUN
cana-639	163	5	)	)	PUNCT
cana-639	163	6	was	be	AUX
cana-639	163	7	employed	employ	VERB
cana-639	163	8	to	to	PART
cana-639	163	9	convert	convert	VERB
cana-639	163	10	grayscale	grayscale	NOUN
cana-639	163	11	images	image	NOUN
cana-639	163	12	into	into	ADP
cana-639	163	13	binary	binary	ADJ
cana-639	163	14	images	image	NOUN
cana-639	163	15	(	(	PUNCT
cana-639	163	16	bi	bi	NOUN
cana-639	163	17	)	)	PUNCT
cana-639	163	18	with	with	ADP
cana-639	163	19	a	a	DET
cana-639	163	20	threshold	threshold	NOUN
cana-639	163	21	value	value	NOUN
cana-639	163	22	of	of	ADP
cana-639	163	23	0.42	0.42	NUM
cana-639	163	24	.	.	PUNCT
cana-639	164	1	the	the	DET
cana-639	164	2	outcomes	outcome	NOUN
cana-639	164	3	from	from	ADP
cana-639	164	4	ci	ci	PROPN
cana-639	164	5	data	datum	NOUN
cana-639	164	6	were	be	AUX
cana-639	164	7	categorized	categorize	VERB
cana-639	164	8	into	into	ADP
cana-639	164	9	the	the	DET
cana-639	164	10	following	follow	VERB
cana-639	164	11	groups	group	NOUN
cana-639	164	12	to	to	PART
cana-639	164	13	obtain	obtain	VERB
cana-639	164	14	precise	precise	ADJ
cana-639	164	15	and	and	CCONJ
cana-639	164	16	organized	organized	ADJ
cana-639	164	17	results	result	NOUN
cana-639	164	18	(	(	PUNCT
cana-639	164	19	rlts	rlt	NOUN
cana-639	164	20	):	):	PUNCT
cana-639	164	21	true	true	ADJ
cana-639	164	22	positive	positive	ADJ
cana-639	164	23	(	(	PUNCT
cana-639	164	24	tp	tp	NOUN
cana-639	164	25	)	)	PUNCT
cana-639	164	26	for	for	ADP
cana-639	164	27	images	image	NOUN
cana-639	164	28	correctly	correctly	ADV
cana-639	164	29	identifying	identify	VERB
cana-639	164	30	a	a	DET
cana-639	164	31	disease	disease	NOUN
cana-639	164	32	when	when	SCONJ
cana-639	164	33	present	present	ADJ
cana-639	164	34	,	,	PUNCT
cana-639	164	35	true	true	ADJ
cana-639	164	36	negative	negative	ADJ
cana-639	164	37	(	(	PUNCT
cana-639	164	38	tn	tn	NOUN
cana-639	164	39	)	)	PUNCT
cana-639	164	40	for	for	ADP
cana-639	164	41	images	image	NOUN
cana-639	164	42	correctly	correctly	ADV
cana-639	164	43	indicating	indicate	VERB
cana-639	164	44	no	no	DET
cana-639	164	45	disease	disease	NOUN
cana-639	164	46	when	when	SCONJ
cana-639	164	47	absent	absent	ADJ
cana-639	164	48	,	,	PUNCT
cana-639	164	49	false	false	ADJ
cana-639	164	50	positive	positive	ADJ
cana-639	164	51	(	(	PUNCT
cana-639	164	52	fp	fp	NOUN
cana-639	164	53	)	)	PUNCT
cana-639	164	54	for	for	ADP
cana-639	164	55	images	image	NOUN
cana-639	164	56	incorrectly	incorrectly	ADV
cana-639	164	57	detecting	detect	VERB
cana-639	164	58	a	a	DET
cana-639	164	59	disease	disease	NOUN
cana-639	164	60	when	when	SCONJ
cana-639	164	61	none	none	NOUN
cana-639	164	62	exists	exist	VERB
cana-639	164	63	,	,	PUNCT
cana-639	164	64	and	and	CCONJ
cana-639	164	65	false	false	ADJ
cana-639	164	66	negative	negative	ADJ
cana-639	164	67	(	(	PUNCT
cana-639	164	68	fn	fn	NOUN
cana-639	164	69	)	)	PUNCT
cana-639	164	70	for	for	ADP
cana-639	164	71	images	image	NOUN
cana-639	164	72	failing	fail	VERB
cana-639	164	73	to	to	PART
cana-639	164	74	detect	detect	VERB
cana-639	164	75	a	a	DET
cana-639	164	76	disease	disease	NOUN
cana-639	164	77	that	that	PRON
cana-639	164	78	does	do	AUX
cana-639	164	79	exist	exist	VERB
cana-639	164	80	.	.	PUNCT
cana-639	165	1	these	these	DET
cana-639	165	2	classified	classified	ADJ
cana-639	165	3	results	result	NOUN
cana-639	165	4	were	be	AUX
cana-639	165	5	used	use	VERB
cana-639	165	6	to	to	PART
cana-639	165	7	determine	determine	VERB
cana-639	165	8	the	the	DET
cana-639	165	9	system	system	NOUN
cana-639	165	10	's	's	PART
cana-639	165	11	efficiency	efficiency	NOUN
cana-639	165	12	,	,	PUNCT
cana-639	165	13	yielding	yield	VERB
cana-639	165	14	the	the	DET
cana-639	165	15	following	follow	VERB
cana-639	165	16	results	result	NOUN
cana-639	165	17	:	:	PUNCT
cana-639	165	18	𝐴𝑐𝑐𝑢𝑟𝑎𝑐𝑦	𝐴𝑐𝑐𝑢𝑟𝑎𝑐𝑦	PROPN
cana-639	165	19	=	=	SYM
cana-639	165	20	𝑇𝑃	𝑇𝑃	PROPN
cana-639	165	21	+	+	CCONJ
cana-639	165	22	𝑇𝑁	𝑇𝑁	PROPN
cana-639	165	23	𝑇𝑃	𝑇𝑃	PROPN
cana-639	165	24	+	+	CCONJ
cana-639	165	25	𝐹𝑃	𝐹𝑃	PROPN
cana-639	166	1	+	+	CCONJ
cana-639	166	2	𝑇𝑁	𝑇𝑁	PROPN
cana-639	167	1	+	+	CCONJ
cana-639	167	2	𝐹𝑁	𝐹𝑁	PROPN
cana-639	167	3	𝑆𝑒𝑛𝑠𝑖𝑡𝑖𝑣𝑖𝑡𝑦	𝑆𝑒𝑛𝑠𝑖𝑡𝑖𝑣𝑖𝑡𝑦	PROPN
cana-639	167	4	=	=	PUNCT
cana-639	167	5	𝑇𝑃	𝑇𝑃	PROPN
cana-639	167	6	𝑇𝑃	𝑇𝑃	PROPN
cana-639	167	7	+	+	CCONJ
cana-639	167	8	𝐹𝑁	𝐹𝑁	DET
cana-639	167	9	the	the	DET
cana-639	167	10	accuracy	accuracy	NOUN
cana-639	167	11	of	of	ADP
cana-639	167	12	the	the	DET
cana-639	167	13	outcomes	outcome	NOUN
cana-639	167	14	represents	represent	VERB
cana-639	167	15	the	the	DET
cana-639	167	16	proportion	proportion	NOUN
cana-639	167	17	of	of	ADP
cana-639	167	18	correct	correct	ADJ
cana-639	167	19	results	result	NOUN
cana-639	167	20	in	in	ADP
cana-639	167	21	the	the	DET
cana-639	167	22	overall	overall	ADJ
cana-639	167	23	outcome	outcome	NOUN
cana-639	167	24	set	set	VERB
cana-639	167	25	.	.	PUNCT
cana-639	168	1	sensitivity	sensitivity	NOUN
cana-639	168	2	reflects	reflect	VERB
cana-639	168	3	the	the	DET
cana-639	168	4	importance	importance	NOUN
cana-639	168	5	of	of	ADP
cana-639	168	6	positive	positive	ADJ
cana-639	168	7	results	result	NOUN
cana-639	168	8	when	when	SCONJ
cana-639	168	9	the	the	DET
cana-639	168	10	patient	patient	NOUN
cana-639	168	11	has	have	VERB
cana-639	168	12	the	the	DET
cana-639	168	13	disease	disease	NOUN
cana-639	168	14	.	.	PUNCT
cana-639	169	1	specificity	specificity	NOUN
cana-639	169	2	indicates	indicate	VERB
cana-639	169	3	the	the	DET
cana-639	169	4	reliability	reliability	NOUN
cana-639	169	5	of	of	ADP
cana-639	169	6	negative	negative	ADJ
cana-639	169	7	results	result	NOUN
cana-639	169	8	when	when	SCONJ
cana-639	169	9	the	the	DET
cana-639	169	10	individual	individual	NOUN
cana-639	169	11	has	have	VERB
cana-639	169	12	the	the	DET
cana-639	169	13	illness	illness	NOUN
cana-639	169	14	.	.	PUNCT
cana-639	170	1	in	in	ADP
cana-639	170	2	the	the	DET
cana-639	170	3	final	final	ADJ
cana-639	170	4	set	set	NOUN
cana-639	170	5	of	of	ADP
cana-639	170	6	150	150	NUM
cana-639	170	7	images	image	NOUN
cana-639	170	8	analyzed	analyze	VERB
cana-639	170	9	,	,	PUNCT
cana-639	170	10	the	the	DET
cana-639	170	11	system	system	NOUN
cana-639	170	12	yielded	yield	VERB
cana-639	170	13	102	102	NUM
cana-639	170	14	true	true	ADJ
cana-639	170	15	positive	positive	ADJ
cana-639	170	16	(	(	PUNCT
cana-639	170	17	tp	tp	NOUN
cana-639	170	18	)	)	PUNCT
cana-639	170	19	outcomes	outcome	NOUN
cana-639	170	20	,	,	PUNCT
cana-639	170	21	21	21	NUM
cana-639	170	22	false	false	ADJ
cana-639	170	23	positive	positive	ADJ
cana-639	170	24	(	(	PUNCT
cana-639	170	25	fp	fp	NOUN
cana-639	170	26	)	)	PUNCT
cana-639	170	27	outcomes	outcome	NOUN
cana-639	170	28	,	,	PUNCT
cana-639	170	29	24	24	NUM
cana-639	170	30	true	true	ADJ
cana-639	170	31	negative	negative	ADJ
cana-639	170	32	(	(	PUNCT
cana-639	170	33	tn	tn	NOUN
cana-639	170	34	)	)	PUNCT
cana-639	170	35	outcomes	outcome	NOUN
cana-639	170	36	,	,	PUNCT
cana-639	170	37	and	and	CCONJ
cana-639	170	38	3	3	NUM
cana-639	170	39	false	false	ADJ
cana-639	170	40	negative	negative	ADJ
cana-639	170	41	(	(	PUNCT
cana-639	170	42	fn	fn	NOUN
cana-639	170	43	)	)	PUNCT
cana-639	170	44	outcomes	outcome	NOUN
cana-639	170	45	.	.	PUNCT
cana-639	171	1	these	these	DET
cana-639	171	2	parameters	parameter	NOUN
cana-639	171	3	of	of	ADP
cana-639	171	4	accuracy	accuracy	NOUN
cana-639	171	5	,	,	PUNCT
cana-639	171	6	sensitivity	sensitivity	NOUN
cana-639	171	7	,	,	PUNCT
cana-639	171	8	and	and	CCONJ
cana-639	171	9	specificity	specificity	NOUN
cana-639	171	10	were	be	AUX
cana-639	171	11	then	then	ADV
cana-639	171	12	calculated	calculate	VERB
cana-639	171	13	.	.	PUNCT
cana-639	172	1	following	follow	VERB
cana-639	172	2	the	the	DET
cana-639	172	3	removal	removal	NOUN
cana-639	172	4	of	of	ADP
cana-639	172	5	geometric	geometric	ADJ
cana-639	172	6	features	feature	NOUN
cana-639	172	7	,	,	PUNCT
cana-639	172	8	mathematical	mathematical	ADJ
cana-639	172	9	constraints	constraint	NOUN
cana-639	172	10	using	use	VERB
cana-639	172	11	glcm	glcm	NOUN
cana-639	172	12	were	be	AUX
cana-639	172	13	computed	compute	VERB
cana-639	172	14	.	.	PUNCT
cana-639	173	1	the	the	DET
cana-639	173	2	results	result	NOUN
cana-639	173	3	of	of	ADP
cana-639	173	4	nodule	nodule	NOUN
cana-639	173	5	detection	detection	NOUN
cana-639	173	6	are	be	AUX
cana-639	173	7	illustrated	illustrate	VERB
cana-639	173	8	in	in	ADP
cana-639	173	9	figures	figure	NOUN
cana-639	173	10	5.10	5.10	NUM
cana-639	173	11	and	and	CCONJ
cana-639	173	12	5.11	5.11	NUM
cana-639	173	13	.	.	PUNCT
cana-639	174	1	communications	communication	NOUN
cana-639	174	2	on	on	ADP
cana-639	174	3	applied	apply	VERB
cana-639	174	4	nonlinear	nonlinear	ADJ
cana-639	174	5	analysis	analysis	NOUN
cana-639	174	6	issn	issn	NOUN
cana-639	174	7	:	:	PUNCT
cana-639	174	8	1074	1074	NUM
cana-639	174	9	-	-	PUNCT
cana-639	174	10	133x	133x	NUM
cana-639	174	11	vol	vol	NOUN
cana-639	174	12	31	31	NUM
cana-639	174	13	no	no	NOUN
cana-639	174	14	.	.	PUNCT
cana-639	175	1	2s	2s	NUM
cana-639	175	2	(	(	PUNCT
cana-639	175	3	2024	2024	NUM
cana-639	175	4	)	)	PUNCT
cana-639	175	5	261	261	NUM
cana-639	175	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-639	175	7	figure	figure	NOUN
cana-639	175	8	4	4	NUM
cana-639	175	9	statistical	statistical	ADJ
cana-639	175	10	features	feature	NOUN
cana-639	175	11	after	after	ADP
cana-639	175	12	segmented	segment	VERB
cana-639	175	13	lung	lung	NOUN
cana-639	175	14	nodule	nodule	NOUN
cana-639	175	15	malignant	malignant	ADJ
cana-639	175	16	figure	figure	NOUN
cana-639	175	17	5	5	NUM
cana-639	175	18	statistical	statistical	ADJ
cana-639	175	19	features	feature	NOUN
cana-639	175	20	after	after	SCONJ
cana-639	175	21	segmented	segment	VERB
cana-639	175	22	lung	lung	NOUN
cana-639	175	23	nodule	nodule	NOUN
cana-639	175	24	benign	benign	VERB
cana-639	175	25	the	the	DET
cana-639	175	26	potential	potential	ADJ
cana-639	175	27	outcomes	outcome	NOUN
cana-639	175	28	in	in	ADP
cana-639	175	29	discrete	discrete	ADJ
cana-639	175	30	categorization	categorization	NOUN
cana-639	175	31	include	include	VERB
cana-639	175	32	true	true	ADJ
cana-639	175	33	positive	positive	ADJ
cana-639	175	34	(	(	PUNCT
cana-639	175	35	tp	tp	NOUN
cana-639	175	36	)	)	PUNCT
cana-639	175	37	,	,	PUNCT
cana-639	175	38	false	false	ADJ
cana-639	175	39	positive	positive	ADJ
cana-639	175	40	(	(	PUNCT
cana-639	175	41	fp	fp	NOUN
cana-639	175	42	)	)	PUNCT
cana-639	175	43	,	,	PUNCT
cana-639	175	44	true	true	ADJ
cana-639	175	45	negative	negative	ADJ
cana-639	175	46	(	(	PUNCT
cana-639	175	47	tn	tn	NOUN
cana-639	175	48	)	)	PUNCT
cana-639	175	49	,	,	PUNCT
cana-639	175	50	and	and	CCONJ
cana-639	175	51	false	false	ADJ
cana-639	175	52	negative	negative	ADJ
cana-639	175	53	(	(	PUNCT
cana-639	175	54	fn	fn	NOUN
cana-639	175	55	)	)	PUNCT
cana-639	175	56	.	.	PUNCT
cana-639	176	1	fn	fn	PROPN
cana-639	176	2	occurs	occur	VERB
cana-639	176	3	when	when	SCONJ
cana-639	176	4	a	a	DET
cana-639	176	5	sample	sample	NOUN
cana-639	176	6	is	be	AUX
cana-639	176	7	incorrectly	incorrectly	ADV
cana-639	176	8	identified	identify	VERB
cana-639	176	9	as	as	ADP
cana-639	176	10	positive	positive	ADJ
cana-639	176	11	when	when	SCONJ
cana-639	176	12	it	it	PRON
cana-639	176	13	's	be	AUX
cana-639	176	14	actually	actually	ADV
cana-639	176	15	negative	negative	ADJ
cana-639	176	16	,	,	PUNCT
cana-639	176	17	leading	lead	VERB
cana-639	176	18	to	to	ADP
cana-639	176	19	misclassification	misclassification	NOUN
cana-639	176	20	.	.	PUNCT
cana-639	177	1	true	true	ADJ
cana-639	177	2	positive	positive	ADJ
cana-639	177	3	and	and	CCONJ
cana-639	177	4	true	true	ADJ
cana-639	177	5	negative	negative	ADJ
cana-639	177	6	refer	refer	NOUN
cana-639	177	7	to	to	ADP
cana-639	177	8	correct	correct	VERB
cana-639	177	9	identifications	identification	NOUN
cana-639	177	10	of	of	ADP
cana-639	177	11	positive	positive	ADJ
cana-639	177	12	and	and	CCONJ
cana-639	177	13	negative	negative	ADJ
cana-639	177	14	samples	sample	NOUN
cana-639	177	15	,	,	PUNCT
cana-639	177	16	respectively	respectively	ADV
cana-639	177	17	.	.	PUNCT
cana-639	178	1	using	use	VERB
cana-639	178	2	the	the	DET
cana-639	178	3	confusion	confusion	NOUN
cana-639	178	4	matrix	matrix	NOUN
cana-639	178	5	,	,	PUNCT
cana-639	178	6	accuracy	accuracy	NOUN
cana-639	178	7	,	,	PUNCT
cana-639	178	8	precision	precision	NOUN
cana-639	178	9	,	,	PUNCT
cana-639	178	10	true	true	ADJ
cana-639	178	11	positive	positive	ADJ
cana-639	178	12	rate	rate	NOUN
cana-639	178	13	(	(	PUNCT
cana-639	178	14	tpr	tpr	NOUN
cana-639	178	15	)	)	PUNCT
cana-639	178	16	,	,	PUNCT
cana-639	178	17	and	and	CCONJ
cana-639	178	18	false	false	ADJ
cana-639	178	19	positive	positive	ADJ
cana-639	178	20	rate	rate	NOUN
cana-639	178	21	(	(	PUNCT
cana-639	178	22	fpr	fpr	NOUN
cana-639	178	23	)	)	PUNCT
cana-639	178	24	are	be	AUX
cana-639	178	25	calculated	calculate	VERB
cana-639	178	26	using	use	VERB
cana-639	178	27	equations	equation	NOUN
cana-639	178	28	4.1	4.1	NUM
cana-639	178	29	and	and	CCONJ
cana-639	178	30	4.2	4.2	NUM
cana-639	178	31	.	.	PUNCT
cana-639	179	1	𝑇𝑃𝑅	𝑇𝑃𝑅	PROPN
cana-639	179	2	=	=	PUNCT
cana-639	179	3	𝑇𝑃	𝑇𝑃	PROPN
cana-639	179	4	𝑇𝑃	𝑇𝑃	NOUN
cana-639	179	5	+	+	CCONJ
cana-639	179	6	𝐹𝑁	𝐹𝑁	PROPN
cana-639	179	7	communications	communication	NOUN
cana-639	179	8	on	on	ADP
cana-639	179	9	applied	apply	VERB
cana-639	179	10	nonlinear	nonlinear	ADJ
cana-639	179	11	analysis	analysis	NOUN
cana-639	179	12	issn	issn	NOUN
cana-639	179	13	:	:	PUNCT
cana-639	179	14	1074	1074	NUM
cana-639	179	15	-	-	PUNCT
cana-639	179	16	133x	133x	NUM
cana-639	179	17	vol	vol	NOUN
cana-639	179	18	31	31	NUM
cana-639	179	19	no	no	NOUN
cana-639	179	20	.	.	PUNCT
cana-639	180	1	2s	2s	NUM
cana-639	180	2	(	(	PUNCT
cana-639	180	3	2024	2024	NUM
cana-639	180	4	)	)	PUNCT
cana-639	180	5	262	262	NUM
cana-639	180	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-639	180	7	𝐹𝑃𝑅	𝐹𝑃𝑅	NUM
cana-639	180	8	=	=	SYM
cana-639	180	9	𝐹𝑃	𝐹𝑃	PROPN
cana-639	180	10	𝑇𝑁	𝑇𝑁	PROPN
cana-639	180	11	+	+	CCONJ
cana-639	180	12	𝐹𝑃	𝐹𝑃	NOUN
cana-639	180	13	figure	figure	NOUN
cana-639	180	14	6	6	NUM
cana-639	180	15	:	:	PUNCT
cana-639	180	16	distribution	distribution	NOUN
cana-639	180	17	of	of	ADP
cana-639	180	18	image	image	NOUN
cana-639	180	19	samples	sample	NOUN
cana-639	180	20	for	for	ADP
cana-639	180	21	benign	benign	ADJ
cana-639	180	22	and	and	CCONJ
cana-639	180	23	malignant	malignant	ADJ
cana-639	180	24	cases	case	NOUN
cana-639	180	25	.	.	PUNCT
cana-639	181	1	the	the	DET
cana-639	181	2	effectiveness	effectiveness	NOUN
cana-639	181	3	of	of	ADP
cana-639	181	4	the	the	DET
cana-639	181	5	proposed	propose	VERB
cana-639	181	6	retrieval	retrieval	NOUN
cana-639	181	7	system	system	NOUN
cana-639	181	8	is	be	AUX
cana-639	181	9	evaluated	evaluate	VERB
cana-639	181	10	for	for	ADP
cana-639	181	11	each	each	DET
cana-639	181	12	query	query	NOUN
cana-639	181	13	using	use	VERB
cana-639	181	14	average	average	ADJ
cana-639	181	15	precision	precision	NOUN
cana-639	181	16	[	[	X
cana-639	181	17	29	29	NUM
cana-639	181	18	]	]	PUNCT
cana-639	181	19	.	.	PUNCT
cana-639	182	1	equation	equation	NOUN
cana-639	182	2	(	(	PUNCT
cana-639	182	3	1	1	X
cana-639	182	4	)	)	PUNCT
cana-639	182	5	can	can	AUX
cana-639	182	6	be	be	AUX
cana-639	182	7	utilized	utilize	VERB
cana-639	182	8	to	to	PART
cana-639	182	9	calculate	calculate	VERB
cana-639	182	10	the	the	DET
cana-639	182	11	area	area	NOUN
cana-639	182	12	under	under	ADP
cana-639	182	13	the	the	DET
cana-639	182	14	precision	precision	NOUN
cana-639	182	15	-	-	PUNCT
cana-639	182	16	recall	recall	NOUN
cana-639	182	17	curve	curve	NOUN
cana-639	182	18	for	for	ADP
cana-639	182	19	each	each	DET
cana-639	182	20	query	query	NOUN
cana-639	182	21	,	,	PUNCT
cana-639	182	22	where	where	SCONJ
cana-639	182	23	precision	precision	NOUN
cana-639	182	24	represents	represent	VERB
cana-639	182	25	the	the	DET
cana-639	182	26	ratio	ratio	NOUN
cana-639	182	27	of	of	ADP
cana-639	182	28	relevant	relevant	ADJ
cana-639	182	29	images	image	NOUN
cana-639	182	30	to	to	ADP
cana-639	182	31	all	all	DET
cana-639	182	32	retrieved	retrieve	VERB
cana-639	182	33	images	image	NOUN
cana-639	182	34	.	.	PUNCT
cana-639	183	1	𝑃𝑟𝑒𝑐𝑖𝑠𝑖𝑜𝑛	𝑃𝑟𝑒𝑐𝑖𝑠𝑖𝑜𝑛	PROPN
cana-639	183	2	=	=	PRON
cana-639	183	3	𝑟𝑒𝑙𝑒𝑣𝑎𝑛𝑡	𝑟𝑒𝑙𝑒𝑣𝑎𝑛𝑡	VERB
cana-639	183	4	𝑖𝑚𝑎𝑔𝑒𝑠	𝑖𝑚𝑎𝑔𝑒𝑠	NOUN
cana-639	183	5	−	−	PROPN
cana-639	183	6	𝑟𝑒𝑡𝑒𝑟𝑖𝑣𝑒𝑑	𝑟𝑒𝑡𝑒𝑟𝑖𝑣𝑒𝑑	PROPN
cana-639	183	7	𝑖𝑚𝑎𝑔𝑒𝑠	𝑖𝑚𝑎𝑔𝑒𝑠	PROPN
cana-639	183	8	𝑟𝑒𝑡𝑒𝑟𝑖𝑣𝑒𝑑	𝑟𝑒𝑡𝑒𝑟𝑖𝑣𝑒𝑑	PROPN
cana-639	183	9	𝑖𝑚𝑎𝑔𝑒𝑠	𝑖𝑚𝑎𝑔𝑒𝑠	NOUN
cana-639	183	10	in	in	ADP
cana-639	183	11	this	this	DET
cana-639	183	12	context	context	NOUN
cana-639	183	13	,	,	PUNCT
cana-639	183	14	the	the	DET
cana-639	183	15	query	query	NOUN
cana-639	183	16	images	image	NOUN
cana-639	183	17	were	be	AUX
cana-639	183	18	shown	show	VERB
cana-639	183	19	on	on	ADP
cana-639	183	20	samples	sample	NOUN
cana-639	183	21	like	like	ADP
cana-639	183	22	animals	animal	NOUN
cana-639	183	23	and	and	CCONJ
cana-639	183	24	buses	bus	NOUN
cana-639	183	25	.	.	PUNCT
cana-639	184	1	figures	figure	VERB
cana-639	184	2	4,5	4,5	NUM
cana-639	184	3	and	and	CCONJ
cana-639	184	4	figure	figure	VERB
cana-639	184	5	6	6	NUM
cana-639	184	6	display	display	NOUN
cana-639	184	7	the	the	DET
cana-639	184	8	retrieved	retrieve	VERB
cana-639	184	9	images	image	NOUN
cana-639	184	10	from	from	ADP
cana-639	184	11	an	an	DET
cana-639	184	12	animal	animal	NOUN
cana-639	184	13	database	database	NOUN
cana-639	184	14	,	,	PUNCT
cana-639	184	15	with	with	ADP
cana-639	184	16	the	the	DET
cana-639	184	17	corresponding	corresponding	ADJ
cana-639	184	18	accuracy	accuracy	NOUN
cana-639	184	19	of	of	ADP
cana-639	184	20	each	each	DET
cana-639	184	21	image	image	NOUN
cana-639	184	22	relative	relative	ADJ
cana-639	184	23	to	to	ADP
cana-639	184	24	the	the	DET
cana-639	184	25	searched	search	VERB
cana-639	184	26	image	image	NOUN
cana-639	184	27	provided	provide	VERB
cana-639	184	28	below	below	ADP
cana-639	184	29	[	[	X
cana-639	184	30	30	30	NUM
cana-639	184	31	]	]	PUNCT
cana-639	184	32	.	.	PUNCT
cana-639	185	1	figure	figure	NOUN
cana-639	185	2	7	7	NUM
cana-639	185	3	:	:	PUNCT
cana-639	185	4	retrieved	retrieve	VERB
cana-639	185	5	animal	animal	NOUN
cana-639	185	6	images	image	NOUN
cana-639	185	7	.	.	PUNCT
cana-639	186	1	communications	communication	NOUN
cana-639	186	2	on	on	ADP
cana-639	186	3	applied	apply	VERB
cana-639	186	4	nonlinear	nonlinear	ADJ
cana-639	186	5	analysis	analysis	NOUN
cana-639	186	6	issn	issn	NOUN
cana-639	186	7	:	:	PUNCT
cana-639	186	8	1074	1074	NUM
cana-639	186	9	-	-	PUNCT
cana-639	186	10	133x	133x	NUM
cana-639	186	11	vol	vol	NOUN
cana-639	186	12	31	31	NUM
cana-639	186	13	no	no	NOUN
cana-639	186	14	.	.	PUNCT
cana-639	187	1	2s	2s	NUM
cana-639	187	2	(	(	PUNCT
cana-639	187	3	2024	2024	NUM
cana-639	187	4	)	)	PUNCT
cana-639	187	5	263	263	NUM
cana-639	187	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-639	187	7	figure	figure	NOUN
cana-639	187	8	8	8	NUM
cana-639	187	9	:	:	PUNCT
cana-639	187	10	retrieved	retrieve	VERB
cana-639	187	11	bus	bus	NOUN
cana-639	187	12	images	image	NOUN
cana-639	187	13	.	.	PUNCT
cana-639	188	1	conclusion	conclusion	NOUN
cana-639	188	2	in	in	ADP
cana-639	188	3	this	this	DET
cana-639	188	4	survey	survey	NOUN
cana-639	188	5	,	,	PUNCT
cana-639	188	6	we	we	PRON
cana-639	188	7	have	have	AUX
cana-639	188	8	summarized	summarize	VERB
cana-639	188	9	recent	recent	ADJ
cana-639	188	10	developments	development	NOUN
cana-639	188	11	of	of	ADP
cana-639	188	12	content	content	NOUN
cana-639	188	13	-	-	PUNCT
cana-639	188	14	based	base	VERB
cana-639	188	15	image	image	NOUN
cana-639	188	16	retrieval	retrieval	NOUN
cana-639	188	17	from	from	ADP
cana-639	188	18	technological	technological	ADJ
cana-639	188	19	and	and	CCONJ
cana-639	188	20	practical	practical	ADJ
cana-639	188	21	applications	application	NOUN
cana-639	188	22	in	in	ADP
cana-639	188	23	the	the	DET
cana-639	188	24	last	last	ADJ
cana-639	188	25	decade	decade	NOUN
cana-639	188	26	.	.	PUNCT
cana-639	189	1	first	first	ADV
cana-639	189	2	,	,	PUNCT
cana-639	189	3	we	we	PRON
cana-639	189	4	review	review	VERB
cana-639	189	5	the	the	DET
cana-639	189	6	developments	development	NOUN
cana-639	189	7	of	of	ADP
cana-639	189	8	image	image	NOUN
cana-639	189	9	representation	representation	NOUN
cana-639	189	10	(	(	PUNCT
cana-639	189	11	or	or	CCONJ
cana-639	189	12	feature	feature	NOUN
cana-639	189	13	extraction	extraction	NOUN
cana-639	189	14	)	)	PUNCT
cana-639	189	15	and	and	CCONJ
cana-639	189	16	database	database	NOUN
cana-639	189	17	search	search	NOUN
cana-639	189	18	for	for	ADP
cana-639	189	19	cbir	cbir	NOUN
cana-639	189	20	.	.	PUNCT
cana-639	190	1	we	we	PRON
cana-639	190	2	then	then	ADV
cana-639	190	3	present	present	VERB
cana-639	190	4	the	the	DET
cana-639	190	5	typical	typical	ADJ
cana-639	190	6	practical	practical	ADJ
cana-639	190	7	applications	application	NOUN
cana-639	190	8	of	of	ADP
cana-639	190	9	cbir	cbir	NOUN
cana-639	190	10	on	on	ADP
cana-639	190	11	fashion	fashion	NOUN
cana-639	190	12	image	image	NOUN
cana-639	190	13	retrieval	retrieval	NOUN
cana-639	190	14	,	,	PUNCT
cana-639	190	15	person	person	NOUN
cana-639	190	16	re	re	NOUN
cana-639	190	17	-	-	NOUN
cana-639	190	18	identification	identification	NOUN
cana-639	190	19	,	,	PUNCT
cana-639	190	20	e	e	NOUN
cana-639	190	21	-	-	NOUN
cana-639	190	22	commerce	commerce	NOUN
cana-639	190	23	product	product	NOUN
cana-639	190	24	retrieval	retrieval	NOUN
cana-639	190	25	,	,	PUNCT
cana-639	190	26	remote	remote	ADJ
cana-639	190	27	sensing	sense	VERB
cana-639	190	28	image	image	NOUN
cana-639	190	29	retrieval	retrieval	NOUN
cana-639	190	30	and	and	CCONJ
cana-639	190	31	trademark	trademark	NOUN
cana-639	190	32	label	label	NOUN
cana-639	190	33	image	image	NOUN
cana-639	190	34	retrieval	retrieval	NOUN
cana-639	190	35	,	,	PUNCT
cana-639	190	36	respectively	respectively	ADV
cana-639	190	37	.	.	PUNCT
cana-639	191	1	by	by	ADP
cana-639	191	2	leveraging	leverage	VERB
cana-639	191	3	content	content	NOUN
cana-639	191	4	-	-	PUNCT
cana-639	191	5	based	base	VERB
cana-639	191	6	features	feature	NOUN
cana-639	191	7	such	such	ADJ
cana-639	191	8	as	as	ADP
cana-639	191	9	texture	texture	NOUN
cana-639	191	10	,	,	PUNCT
cana-639	191	11	shape	shape	NOUN
cana-639	191	12	,	,	PUNCT
cana-639	191	13	and	and	CCONJ
cana-639	191	14	intensity	intensity	NOUN
cana-639	191	15	,	,	PUNCT
cana-639	191	16	these	these	DET
cana-639	191	17	systems	system	NOUN
cana-639	191	18	have	have	AUX
cana-639	191	19	facilitated	facilitate	VERB
cana-639	191	20	tasks	task	NOUN
cana-639	191	21	such	such	ADJ
cana-639	191	22	as	as	ADP
cana-639	191	23	diagnosis	diagnosis	NOUN
cana-639	191	24	,	,	PUNCT
cana-639	191	25	treatment	treatment	NOUN
cana-639	191	26	planning	planning	NOUN
cana-639	191	27	,	,	PUNCT
cana-639	191	28	and	and	CCONJ
cana-639	191	29	research	research	NOUN
cana-639	191	30	,	,	PUNCT
cana-639	191	31	ultimately	ultimately	ADV
cana-639	191	32	leading	lead	VERB
cana-639	191	33	to	to	ADP
cana-639	191	34	improved	improve	VERB
cana-639	191	35	patient	patient	ADJ
cana-639	191	36	care	care	NOUN
cana-639	191	37	and	and	CCONJ
cana-639	191	38	outcomes	outcome	NOUN
cana-639	191	39	.	.	PUNCT
cana-639	192	1	we	we	PRON
cana-639	192	2	've	have	AUX
cana-639	192	3	developed	develop	VERB
cana-639	192	4	a	a	DET
cana-639	192	5	two	two	NUM
cana-639	192	6	-	-	PUNCT
cana-639	192	7	step	step	NOUN
cana-639	192	8	cbir	cbir	NOUN
cana-639	192	9	method	method	NOUN
cana-639	192	10	for	for	ADP
cana-639	192	11	lung	lung	NOUN
cana-639	192	12	nodule	nodule	NOUN
cana-639	192	13	classification	classification	NOUN
cana-639	192	14	,	,	PUNCT
cana-639	192	15	using	use	VERB
cana-639	192	16	the	the	DET
cana-639	192	17	lidc	lidc	ADJ
cana-639	192	18	-	-	PUNCT
cana-639	192	19	idri	idri	NOUN
cana-639	192	20	ct	ct	PROPN
cana-639	192	21	dataset	dataset	NOUN
cana-639	192	22	.	.	PUNCT
cana-639	193	1	with	with	ADP
cana-639	193	2	this	this	DET
cana-639	193	3	dataset	dataset	NOUN
cana-639	193	4	,	,	PUNCT
cana-639	193	5	we	we	PRON
cana-639	193	6	can	can	AUX
cana-639	193	7	retrieve	retrieve	VERB
cana-639	193	8	nodule	nodule	NOUN
cana-639	193	9	probability	probability	NOUN
cana-639	193	10	and	and	CCONJ
cana-639	193	11	query	query	NOUN
cana-639	193	12	nodule	nodule	NOUN
cana-639	193	13	characteristics	characteristic	NOUN
cana-639	193	14	as	as	SCONJ
cana-639	193	15	described	describe	VERB
cana-639	193	16	by	by	ADP
cana-639	193	17	radiologists	radiologist	NOUN
cana-639	193	18	,	,	PUNCT
cana-639	193	19	such	such	ADJ
cana-639	193	20	as	as	ADP
cana-639	193	21	calcification	calcification	NOUN
cana-639	193	22	and	and	CCONJ
cana-639	193	23	sphericity	sphericity	NOUN
cana-639	193	24	.	.	PUNCT
cana-639	194	1	the	the	DET
cana-639	194	2	lung	lung	NOUN
cana-639	194	3	volume	volume	NOUN
cana-639	194	4	is	be	AUX
cana-639	194	5	segmented	segment	VERB
cana-639	194	6	using	use	VERB
cana-639	194	7	optimal	optimal	ADJ
cana-639	194	8	thresholding	thresholding	NOUN
cana-639	194	9	and	and	CCONJ
cana-639	194	10	intensity	intensity	NOUN
cana-639	194	11	level	level	NOUN
cana-639	194	12	adjustment	adjustment	NOUN
cana-639	194	13	.	.	PUNCT
cana-639	195	1	geometric	geometric	ADJ
cana-639	195	2	features	feature	NOUN
cana-639	195	3	are	be	AUX
cana-639	195	4	extracted	extract	VERB
cana-639	195	5	for	for	ADP
cana-639	195	6	nodule	nodule	NOUN
cana-639	195	7	and	and	CCONJ
cana-639	195	8	vessel	vessel	NOUN
cana-639	195	9	classification	classification	NOUN
cana-639	195	10	,	,	PUNCT
cana-639	195	11	with	with	ADP
cana-639	195	12	an	an	DET
cana-639	195	13	lda	lda	PROPN
cana-639	195	14	classifier	classifier	NOUN
cana-639	195	15	used	use	VERB
cana-639	195	16	to	to	PART
cana-639	195	17	analyze	analyze	VERB
cana-639	195	18	geometric	geometric	ADJ
cana-639	195	19	feature	feature	NOUN
cana-639	195	20	distribution	distribution	NOUN
cana-639	195	21	.	.	PUNCT
cana-639	196	1	statistical	statistical	ADJ
cana-639	196	2	features	feature	NOUN
cana-639	196	3	using	use	VERB
cana-639	196	4	glcm	glcm	NOUN
cana-639	196	5	are	be	AUX
cana-639	196	6	also	also	ADV
cana-639	196	7	calculated	calculate	VERB
cana-639	196	8	for	for	ADP
cana-639	196	9	nodules	nodule	NOUN
cana-639	196	10	.	.	PUNCT
cana-639	197	1	our	our	PRON
cana-639	197	2	proposed	propose	VERB
cana-639	197	3	algorithm	algorithm	NOUN
cana-639	197	4	communications	communication	NOUN
cana-639	197	5	on	on	ADP
cana-639	197	6	applied	apply	VERB
cana-639	197	7	nonlinear	nonlinear	ADJ
cana-639	197	8	analysis	analysis	NOUN
cana-639	197	9	issn	issn	NOUN
cana-639	197	10	:	:	PUNCT
cana-639	197	11	1074	1074	NUM
cana-639	197	12	-	-	PUNCT
cana-639	197	13	133x	133x	NUM
cana-639	197	14	vol	vol	NOUN
cana-639	197	15	31	31	NUM
cana-639	197	16	no	no	NOUN
cana-639	197	17	.	.	PUNCT
cana-639	198	1	2s	2s	NUM
cana-639	198	2	(	(	PUNCT
cana-639	198	3	2024	2024	NUM
cana-639	198	4	)	)	PUNCT
cana-639	198	5	264	264	NUM
cana-639	198	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-639	198	7	employs	employ	VERB
cana-639	198	8	median	median	ADJ
cana-639	198	9	filtering	filtering	NOUN
cana-639	198	10	to	to	PART
cana-639	198	11	reduce	reduce	VERB
cana-639	198	12	noise	noise	NOUN
cana-639	198	13	and	and	CCONJ
cana-639	198	14	enhance	enhance	VERB
cana-639	198	15	segmentation	segmentation	NOUN
cana-639	198	16	accuracy	accuracy	NOUN
cana-639	198	17	,	,	PUNCT
cana-639	198	18	achieving	achieve	VERB
cana-639	198	19	87	87	NUM
cana-639	198	20	%	%	NOUN
cana-639	198	21	precision	precision	NOUN
cana-639	198	22	and	and	CCONJ
cana-639	198	23	53.33	53.33	NUM
cana-639	198	24	%	%	NOUN
cana-639	198	25	specificity	specificity	NOUN
cana-639	198	26	.	.	PUNCT
cana-639	199	1	references	reference	NOUN
cana-639	199	2	[	[	X
cana-639	199	3	1	1	NUM
cana-639	199	4	]	]	X
cana-639	199	5	de	de	PROPN
cana-639	199	6	oliveira	oliveira	PROPN
cana-639	199	7	,	,	PUNCT
cana-639	199	8	j.	j.	PROPN
cana-639	199	9	e.	e.	PROPN
cana-639	199	10	,	,	PUNCT
cana-639	199	11	machado	machado	PROPN
cana-639	199	12	,	,	PUNCT
cana-639	199	13	a.	a.	NOUN
cana-639	199	14	m.	m.	PROPN
cana-639	199	15	,	,	PUNCT
cana-639	199	16	chavez	chavez	PROPN
cana-639	199	17	,	,	PUNCT
cana-639	199	18	g.	g.	PROPN
cana-639	199	19	c.	c.	PROPN
cana-639	199	20	,	,	PUNCT
cana-639	199	21	lopes	lopes	PROPN
cana-639	199	22	,	,	PUNCT
cana-639	199	23	a.	a.	PROPN
cana-639	199	24	p.	p.	PROPN
cana-639	199	25	b.	b.	PROPN
cana-639	199	26	,	,	PUNCT
cana-639	199	27	deserno	deserno	NOUN
cana-639	199	28	,	,	PUNCT
cana-639	199	29	t.	t.	NOUN
cana-639	199	30	m.	m.	NOUN
cana-639	199	31	,	,	PUNCT
cana-639	199	32	&	&	CCONJ
cana-639	199	33	araújo	araújo	PROPN
cana-639	199	34	,	,	PUNCT
cana-639	199	35	a.	a.	PROPN
cana-639	199	36	d.	d.	PROPN
cana-639	199	37	a.	a.	PROPN
cana-639	199	38	(	(	PUNCT
cana-639	199	39	2010	2010	NUM
cana-639	199	40	)	)	PUNCT
cana-639	199	41	.	.	PUNCT
cana-639	200	1	mammosys	mammosys	PROPN
cana-639	200	2	:	:	PUNCT
cana-639	200	3	a	a	DET
cana-639	200	4	content	content	NOUN
cana-639	200	5	-	-	PUNCT
cana-639	200	6	based	base	VERB
cana-639	200	7	image	image	NOUN
cana-639	200	8	retrieval	retrieval	NOUN
cana-639	200	9	system	system	NOUN
cana-639	200	10	using	use	VERB
cana-639	200	11	breast	breast	NOUN
cana-639	200	12	density	density	NOUN
cana-639	200	13	patterns	pattern	NOUN
cana-639	200	14	.	.	PUNCT
cana-639	201	1	computer	computer	NOUN
cana-639	201	2	methods	method	NOUN
cana-639	201	3	and	and	CCONJ
cana-639	201	4	programs	program	NOUN
cana-639	201	5	in	in	ADP
cana-639	201	6	biomedicine	biomedicine	NOUN
cana-639	201	7	,	,	PUNCT
cana-639	201	8	99(3	99(3	NUM
cana-639	201	9	)	)	PUNCT
cana-639	201	10	,	,	PUNCT
cana-639	201	11	289	289	NUM
cana-639	201	12	-	-	SYM
cana-639	201	13	297	297	NUM
cana-639	201	14	.	.	PUNCT
cana-639	202	1	[	[	X
cana-639	202	2	2	2	NUM
cana-639	202	3	]	]	PUNCT
cana-639	202	4	sharma	sharma	PROPN
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cana-639	202	6	h.	h.	PROPN
cana-639	202	7	,	,	PUNCT
cana-639	202	8	alekseychuk	alekseychuk	PROPN
cana-639	202	9	,	,	PUNCT
cana-639	202	10	a.	a.	NOUN
cana-639	202	11	,	,	PUNCT
cana-639	202	12	leskovsky	leskovsky	NOUN
cana-639	202	13	,	,	PUNCT
cana-639	202	14	p.	p.	NOUN
cana-639	202	15	,	,	PUNCT
cana-639	202	16	hellwich	hellwich	PROPN
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cana-639	202	18	o.	o.	PROPN
cana-639	202	19	,	,	PUNCT
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cana-639	202	21	,	,	PUNCT
cana-639	202	22	r.	r.	PROPN
cana-639	202	23	s.	s.	PROPN
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cana-639	202	26	,	,	PUNCT
cana-639	202	27	n.	n.	NOUN
cana-639	202	28	,	,	PUNCT
cana-639	202	29	&	&	CCONJ
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cana-639	202	34	2012	2012	NUM
cana-639	202	35	)	)	PUNCT
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cana-639	203	3	in	in	ADP
cana-639	203	4	histological	histological	ADJ
cana-639	203	5	images	image	NOUN
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cana-639	203	7	graph	graph	NOUN
cana-639	203	8	-	-	PUNCT
cana-639	203	9	theoretic	theoretic	NOUN
cana-639	203	10	description	description	NOUN
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cana-639	203	15	contentbased	contentbase	VERB
cana-639	203	16	image	image	NOUN
cana-639	203	17	retrieval	retrieval	NOUN
cana-639	203	18	in	in	ADP
cana-639	203	19	medical	medical	ADJ
cana-639	203	20	diagnostics	diagnostic	NOUN
cana-639	203	21	.	.	PUNCT
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cana-639	204	2	pathology	pathology	NOUN
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cana-639	204	4	7(1	7(1	NUM
cana-639	204	5	)	)	PUNCT
cana-639	204	6	,	,	PUNCT
cana-639	204	7	134	134	NUM
cana-639	204	8	.	.	PUNCT
cana-639	205	1	[	[	X
cana-639	205	2	3	3	X
cana-639	205	3	]	]	PUNCT
cana-639	205	4	popova	popova	NOUN
cana-639	205	5	,	,	PUNCT
cana-639	205	6	a.	a.	NOUN
cana-639	205	7	a.	a.	PROPN
cana-639	205	8	,	,	PUNCT
cana-639	205	9	&	&	CCONJ
cana-639	205	10	neshov	neshov	PROPN
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cana-639	205	15	2013	2013	NUM
cana-639	205	16	)	)	PUNCT
cana-639	205	17	.	.	PUNCT
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cana-639	206	2	features	feature	NOUN
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cana-639	206	4	approach	approach	NOUN
cana-639	206	5	in	in	ADP
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cana-639	206	7	-	-	PUNCT
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cana-639	206	9	image	image	NOUN
cana-639	206	10	search	search	NOUN
cana-639	206	11	for	for	ADP
cana-639	206	12	medical	medical	ADJ
cana-639	206	13	applications	application	NOUN
cana-639	206	14	[	[	X
cana-639	206	15	4	4	NUM
cana-639	206	16	]	]	X
cana-639	206	17	da	da	PROPN
cana-639	206	18	silva	silva	PROPN
cana-639	206	19	,	,	PUNCT
cana-639	206	20	s.	s.	PROPN
cana-639	206	21	f.	f.	PROPN
cana-639	206	22	,	,	PUNCT
cana-639	206	23	ribeiro	ribeiro	PROPN
cana-639	206	24	,	,	PUNCT
cana-639	206	25	m.	m.	NOUN
cana-639	206	26	x.	x.	PROPN
cana-639	206	27	,	,	PUNCT
cana-639	206	28	neto	neto	PROPN
cana-639	206	29	,	,	PUNCT
cana-639	206	30	j.	j.	PROPN
cana-639	206	31	d.	d.	PROPN
cana-639	206	32	e.	e.	PROPN
cana-639	206	33	b.	b.	PROPN
cana-639	206	34	,	,	PUNCT
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cana-639	206	36	-	-	PUNCT
cana-639	206	37	jr	jr	PROPN
cana-639	206	38	,	,	PUNCT
cana-639	206	39	c.	c.	PROPN
cana-639	206	40	,	,	PUNCT
cana-639	206	41	&	&	CCONJ
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cana-639	206	43	,	,	PUNCT
cana-639	206	44	a.	a.	PROPN
cana-639	206	45	j.	j.	PROPN
cana-639	206	46	(	(	PUNCT
cana-639	206	47	2011	2011	NUM
cana-639	206	48	)	)	PUNCT
cana-639	206	49	.	.	PUNCT
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cana-639	207	2	the	the	DET
cana-639	207	3	ranking	ranking	ADJ
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cana-639	207	6	medical	medical	ADJ
cana-639	207	7	image	image	NOUN
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cana-639	207	10	a	a	DET
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cana-639	207	12	feature	feature	NOUN
cana-639	207	13	selection	selection	NOUN
cana-639	207	14	method	method	NOUN
cana-639	207	15	.	.	PUNCT
cana-639	208	1	decision	decision	NOUN
cana-639	208	2	support	support	NOUN
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cana-639	208	4	,	,	PUNCT
cana-639	208	5	51(4	51(4	NUM
cana-639	208	6	)	)	PUNCT
cana-639	208	7	,	,	PUNCT
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cana-639	208	9	-	-	SYM
cana-639	208	10	820	820	NUM
cana-639	208	11	11	11	NUM
cana-639	208	12	.	.	PUNCT
cana-639	209	1	[	[	X
cana-639	209	2	5	5	NUM
cana-639	209	3	]	]	X
cana-639	209	4	wei	wei	PROPN
cana-639	209	5	,	,	PUNCT
cana-639	209	6	c.	c.	PROPN
cana-639	209	7	h.	h.	PROPN
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cana-639	209	9	li	li	PROPN
cana-639	209	10	,	,	PUNCT
cana-639	209	11	y.	y.	PROPN
cana-639	209	12	,	,	PUNCT
cana-639	209	13	&	&	CCONJ
cana-639	209	14	huang	huang	PROPN
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cana-639	209	16	p.	p.	PROPN
cana-639	209	17	j.	j.	PROPN
cana-639	209	18	(	(	PUNCT
cana-639	209	19	2011	2011	NUM
cana-639	209	20	)	)	PUNCT
cana-639	209	21	.	.	PUNCT
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cana-639	209	24	through	through	ADP
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cana-639	209	26	learning	learning	NOUN
cana-639	209	27	within	within	ADP
cana-639	209	28	bi	bi	ADJ
cana-639	209	29	-	-	ADJ
cana-639	209	30	rads	rad	NOUN
cana-639	209	31	standards	standard	NOUN
cana-639	209	32	.	.	PUNCT
cana-639	210	1	journal	journal	PROPN
cana-639	210	2	of	of	ADP
cana-639	210	3	biomedical	biomedical	ADJ
cana-639	210	4	informatics	informatic	NOUN
cana-639	210	5	,	,	PUNCT
cana-639	210	6	44(4	44(4	NOUN
cana-639	210	7	)	)	PUNCT
cana-639	210	8	,	,	PUNCT
cana-639	210	9	607	607	NUM
cana-639	210	10	-	-	SYM
cana-639	210	11	614	614	NUM
cana-639	210	12	.	.	PUNCT
cana-639	211	1	[	[	X
cana-639	211	2	6	6	NUM
cana-639	211	3	]	]	X
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cana-639	211	5	,	,	PUNCT
cana-639	211	6	s.	s.	PROPN
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cana-639	211	9	&	&	CCONJ
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cana-639	211	14	2012	2012	NUM
cana-639	211	15	)	)	PUNCT
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cana-639	212	2	based	base	VERB
cana-639	212	3	image	image	NOUN
cana-639	212	4	retrieval	retrieval	NOUN
cana-639	212	5	based	base	VERB
cana-639	212	6	on	on	ADP
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cana-639	212	8	integration	integration	NOUN
cana-639	212	9	of	of	ADP
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cana-639	212	12	,	,	PUNCT
cana-639	212	13	color	color	NOUN
cana-639	212	14	moment	moment	NOUN
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cana-639	212	17	texture	texture	PROPN
cana-639	212	18	.	.	PUNCT
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cana-639	213	2	journal	journal	PROPN
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cana-639	213	5	applications	application	NOUN
cana-639	213	6	,	,	PUNCT
cana-639	213	7	59	59	NUM
cana-639	213	8	[	[	X
cana-639	213	9	7	7	NUM
cana-639	213	10	]	]	X
cana-639	213	11	huang	huang	PROPN
cana-639	213	12	,	,	PUNCT
cana-639	213	13	w.	w.	PROPN
cana-639	213	14	,	,	PUNCT
cana-639	213	15	zhang	zhang	PROPN
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cana-639	213	17	p.	p.	PROPN
cana-639	213	18	,	,	PUNCT
cana-639	213	19	&	&	CCONJ
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cana-639	213	23	(	(	PUNCT
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cana-639	213	25	)	)	PUNCT
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cana-639	214	4	learning	learning	NOUN
cana-639	214	5	method	method	NOUN
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cana-639	214	7	relative	relative	ADJ
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cana-639	214	9	for	for	ADP
cana-639	214	10	contentbased	contentbase	VERB
cana-639	214	11	medical	medical	ADJ
cana-639	214	12	image	image	NOUN
cana-639	214	13	retrieval	retrieval	NOUN
cana-639	214	14	.	.	PUNCT
cana-639	215	1	journal	journal	NOUN
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cana-639	215	5	,	,	PUNCT
cana-639	215	6	26(5	26(5	NUM
cana-639	215	7	)	)	PUNCT
cana-639	215	8	,	,	PUNCT
cana-639	215	9	850865	850865	NUM
cana-639	215	10	.	.	PUNCT
cana-639	216	1	[	[	X
cana-639	216	2	8	8	NUM
cana-639	216	3	]	]	X
cana-639	216	4	sakhare	sakhare	NOUN
cana-639	216	5	,	,	PUNCT
cana-639	216	6	s.	s.	PROPN
cana-639	216	7	v.	v.	PROPN
cana-639	216	8	,	,	PUNCT
cana-639	216	9	&	&	CCONJ
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cana-639	216	16	)	)	PUNCT
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cana-639	217	1	design	design	NOUN
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cana-639	217	4	extraction	extraction	NOUN
cana-639	217	5	in	in	ADP
cana-639	217	6	content	content	NOUN
cana-639	217	7	based	base	VERB
cana-639	217	8	image	image	NOUN
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cana-639	217	10	(	(	PUNCT
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cana-639	217	12	)	)	PUNCT
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cana-639	217	16	texture	texture	NOUN
cana-639	217	17	.	.	PUNCT
cana-639	218	1	international	international	ADJ
cana-639	218	2	journal	journal	PROPN
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cana-639	218	4	computer	computer	NOUN
cana-639	218	5	science	science	PROPN
cana-639	218	6	&	&	CCONJ
cana-639	218	7	informatics	informatics	PROPN
cana-639	218	8	,	,	PUNCT
cana-639	218	9	1(ii	1(ii	NUM
cana-639	218	10	)	)	PUNCT
cana-639	218	11	.	.	PUNCT
cana-639	219	1	[	[	X
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cana-639	219	3	]	]	SYM
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cana-639	219	5	,	,	PUNCT
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cana-639	220	1	(	(	PUNCT
cana-639	220	2	2010	2010	NUM
cana-639	220	3	)	)	PUNCT
cana-639	220	4	.	.	PUNCT
cana-639	221	1	“	"	PUNCT
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cana-639	221	4	shape	shape	NOUN
cana-639	221	5	feature	feature	NOUN
cana-639	221	6	to	to	PART
cana-639	221	7	classify	classify	VERB
cana-639	221	8	microcalcifications	microcalcification	NOUN
cana-639	221	9	”	"	PUNCT
cana-639	221	10	.	.	PUNCT
cana-639	222	1	in	in	ADP
cana-639	222	2	:	:	PUNCT
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cana-639	222	4	ieee	ieee	PROPN
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cana-639	222	8	image	image	NOUN
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cana-639	222	10	(	(	PUNCT
cana-639	222	11	icip	icip	PROPN
cana-639	222	12	)	)	PUNCT
cana-639	222	13	.	.	PUNCT
cana-639	223	1	ieee	ieee	PROPN
cana-639	223	2	,	,	PUNCT
cana-639	223	3	pp	pp	ADP
cana-639	223	4	.	.	PUNCT
cana-639	223	5	2265–2268	2265–2268	NUM
cana-639	224	1	[	[	X
cana-639	224	2	10	10	NUM
cana-639	224	3	]	]	X
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cana-639	224	5	,	,	PUNCT
cana-639	224	6	y.	y.	PROPN
cana-639	224	7	,	,	PUNCT
cana-639	224	8	huang	huang	PROPN
cana-639	224	9	,	,	PUNCT
cana-639	224	10	t.	t.	PROPN
cana-639	224	11	s.	s.	PROPN
cana-639	224	12	,	,	PUNCT
cana-639	224	13	ortega	ortega	PROPN
cana-639	224	14	,	,	PUNCT
cana-639	224	15	m.	m.	NOUN
cana-639	224	16	,	,	PUNCT
cana-639	224	17	&	&	CCONJ
cana-639	224	18	mehrotra	mehrotra	PROPN
cana-639	224	19	,	,	PUNCT
cana-639	224	20	s.	s.	PROPN
cana-639	224	21	(	(	PUNCT
cana-639	224	22	1998	1998	NUM
cana-639	224	23	)	)	PUNCT
cana-639	224	24	.	.	PUNCT
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cana-639	225	3	:	:	PUNCT
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cana-639	225	10	image	image	NOUN
cana-639	225	11	retrieval	retrieval	NOUN
cana-639	225	12	.	.	PUNCT
cana-639	226	1	ieee	ieee	NOUN
cana-639	226	2	transactions	transaction	NOUN
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cana-639	226	4	circuits	circuit	NOUN
cana-639	226	5	and	and	CCONJ
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cana-639	226	7	for	for	ADP
cana-639	226	8	video	video	NOUN
cana-639	226	9	technology	technology	NOUN
cana-639	226	10	,	,	PUNCT
cana-639	226	11	8(5	8(5	NUM
cana-639	226	12	)	)	PUNCT
cana-639	226	13	,	,	PUNCT
cana-639	226	14	644	644	NUM
cana-639	226	15	-	-	SYM
cana-639	226	16	655	655	NUM
cana-639	226	17	.	.	PUNCT
cana-639	227	1	9	9	NUM
cana-639	227	2	.	.	PUNCT
cana-639	228	1	[	[	X
cana-639	228	2	11	11	NUM
cana-639	228	3	]	]	X
cana-639	228	4	de	de	X
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cana-639	228	12	,	,	PUNCT
cana-639	228	13	coma	coma	PROPN
cana-639	228	14	,	,	PUNCT
cana-639	228	15	i.	i.	PROPN
cana-639	228	16	,	,	PUNCT
cana-639	228	17	&	&	CCONJ
cana-639	228	18	ayala	ayala	PROPN
cana-639	228	19	,	,	PUNCT
cana-639	228	20	g.	g.	PROPN
cana-639	228	21	(	(	PUNCT
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cana-639	228	23	)	)	PUNCT
cana-639	228	24	.	.	PUNCT
cana-639	229	1	a	a	DET
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cana-639	229	4	multi	multi	ADJ
cana-639	229	5	-	-	ADJ
cana-639	229	6	model	model	ADJ
cana-639	229	7	relevance	relevance	NOUN
cana-639	229	8	feedback	feedback	NOUN
cana-639	229	9	procedure	procedure	NOUN
cana-639	229	10	for	for	ADP
cana-639	229	11	content	content	NOUN
cana-639	229	12	-	-	PUNCT
cana-639	229	13	based	base	VERB
cana-639	229	14	image	image	NOUN
cana-639	229	15	retrieval	retrieval	NOUN
cana-639	229	16	.	.	PUNCT
cana-639	230	1	neurocomputing	neurocomputing	NOUN
cana-639	230	2	,	,	PUNCT
cana-639	230	3	208	208	NUM
cana-639	230	4	,	,	PUNCT
cana-639	230	5	99107	99107	NUM
cana-639	230	6	.	.	PUNCT
cana-639	231	1	[	[	X
cana-639	231	2	12	12	NUM
cana-639	231	3	]	]	X
cana-639	231	4	strange	strange	ADJ
cana-639	231	5	,	,	PUNCT
cana-639	231	6	h.	h.	PROPN
cana-639	231	7	et	et	PROPN
cana-639	231	8	al	al	PROPN
cana-639	231	9	.	.	PROPN
cana-639	232	1	(	(	PUNCT
cana-639	232	2	2014	2014	NUM
cana-639	232	3	)	)	PUNCT
cana-639	232	4	.	.	PUNCT
cana-639	233	1	“	"	PUNCT
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cana-639	233	3	mammographic	mammographic	ADJ
cana-639	233	4	microcalcification	microcalcification	NOUN
cana-639	233	5	clusters	cluster	NOUN
cana-639	233	6	using	use	VERB
cana-639	233	7	persistent	persistent	ADJ
cana-639	233	8	mereotopology	mereotopology	NOUN
cana-639	233	9	”	"	PUNCT
cana-639	233	10	.	.	PUNCT
cana-639	234	1	in	in	ADP
cana-639	234	2	:	:	PUNCT
cana-639	234	3	pattern	pattern	NOUN
cana-639	234	4	recognition	recognition	NOUN
cana-639	234	5	letters	letter	NOUN
cana-639	234	6	47	47	NUM
cana-639	234	7	,	,	PUNCT
cana-639	234	8	pp	pp	ADJ
cana-639	234	9	.	.	PUNCT
cana-639	235	1	157–163	157–163	NUM
cana-639	235	2	[	[	SYM
cana-639	235	3	13	13	NUM
cana-639	235	4	]	]	PUNCT
cana-639	235	5	t.	t.	PROPN
cana-639	235	6	kubota	kubota	PROPN
cana-639	235	7	,	,	PUNCT
cana-639	235	8	a.	a.	PROPN
cana-639	235	9	k.	k.	PROPN
cana-639	235	10	jerebko	jerebko	PROPN
cana-639	235	11	,	,	PUNCT
cana-639	235	12	m.	m.	NOUN
cana-639	235	13	dewan	dewan	PROPN
cana-639	235	14	,	,	PUNCT
cana-639	235	15	m.	m.	NOUN
cana-639	235	16	salganicoff	salganicoff	NOUN
cana-639	235	17	,	,	PUNCT
cana-639	235	18	and	and	CCONJ
cana-639	235	19	a.	a.	NOUN
cana-639	235	20	krishnan	krishnan	PROPN
cana-639	235	21	,	,	PUNCT
cana-639	235	22	“	"	PUNCT
cana-639	235	23	segmentation	segmentation	NOUN
cana-639	235	24	of	of	ADP
cana-639	235	25	pulmonary	pulmonary	ADJ
cana-639	235	26	nodules	nodule	NOUN
cana-639	235	27	of	of	ADP
cana-639	235	28	various	various	ADJ
cana-639	235	29	densities	density	NOUN
cana-639	235	30	with	with	ADP
cana-639	235	31	morphological	morphological	ADJ
cana-639	235	32	approaches	approach	NOUN
cana-639	235	33	and	and	CCONJ
cana-639	235	34	convexity	convexity	NOUN
cana-639	235	35	models	model	NOUN
cana-639	235	36	,	,	PUNCT
cana-639	235	37	”	"	PUNCT
cana-639	235	38	medical	medical	ADJ
cana-639	235	39	image	image	NOUN
cana-639	235	40	analysis	analysis	NOUN
cana-639	235	41	,	,	PUNCT
cana-639	235	42	vol	vol	NOUN
cana-639	235	43	.	.	PROPN
cana-639	235	44	15	15	NUM
cana-639	235	45	,	,	PUNCT
cana-639	235	46	no	no	INTJ
cana-639	235	47	.	.	NOUN
cana-639	235	48	1	1	NUM
cana-639	235	49	,	,	PUNCT
cana-639	235	50	pp	pp	ADJ
cana-639	235	51	.	.	PUNCT
cana-639	236	1	133–154	133–154	NUM
cana-639	236	2	,	,	PUNCT
cana-639	236	3	2011	2011	NUM
cana-639	236	4	.	.	PUNCT
cana-639	237	1	[	[	X
cana-639	237	2	14	14	NUM
cana-639	237	3	]	]	PUNCT
cana-639	237	4	j.	j.	PROPN
cana-639	237	5	dehmeshki	dehmeshki	PROPN
cana-639	237	6	,	,	PUNCT
cana-639	237	7	h.	h.	PROPN
cana-639	237	8	amin	amin	PROPN
cana-639	237	9	,	,	PUNCT
cana-639	237	10	m.	m.	NOUN
cana-639	237	11	valdivieso	valdivieso	NOUN
cana-639	237	12	,	,	PUNCT
cana-639	237	13	and	and	CCONJ
cana-639	237	14	x.	x.	NOUN
cana-639	237	15	ye	ye	PROPN
cana-639	237	16	,	,	PUNCT
cana-639	237	17	“	"	PUNCT
cana-639	237	18	segmentation	segmentation	NOUN
cana-639	237	19	of	of	ADP
cana-639	237	20	pulmonary	pulmonary	ADJ
cana-639	237	21	nodules	nodule	NOUN
cana-639	237	22	in	in	ADP
cana-639	237	23	thoracic	thoracic	NOUN
cana-639	237	24	ct	ct	PROPN
cana-639	237	25	scans	scan	NOUN
cana-639	237	26	:	:	PUNCT
cana-639	237	27	a	a	DET
cana-639	237	28	region	region	NOUN
cana-639	237	29	growing	grow	VERB
cana-639	237	30	approach	approach	NOUN
cana-639	237	31	,	,	PUNCT
cana-639	237	32	”	"	PUNCT
cana-639	237	33	ieee	ieee	NOUN
cana-639	237	34	transactions	transaction	NOUN
cana-639	237	35	on	on	ADP
cana-639	237	36	medical	medical	ADJ
cana-639	237	37	imaging	imaging	NOUN
cana-639	237	38	,	,	PUNCT
cana-639	237	39	vol	vol	NOUN
cana-639	237	40	.	.	PROPN
cana-639	238	1	27	27	NUM
cana-639	238	2	,	,	PUNCT
cana-639	238	3	no	no	INTJ
cana-639	238	4	.	.	NOUN
cana-639	238	5	4	4	NUM
cana-639	238	6	,	,	PUNCT
cana-639	238	7	pp	pp	ADJ
cana-639	238	8	.	.	PUNCT
cana-639	239	1	467–480	467–480	NUM
cana-639	239	2	,	,	PUNCT
cana-639	239	3	2008	2008	NUM
cana-639	239	4	.	.	PUNCT
cana-639	240	1	[	[	X
cana-639	240	2	15	15	NUM
cana-639	240	3	]	]	X
cana-639	240	4	s.	s.	PROPN
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cana-639	240	6	and	and	CCONJ
cana-639	240	7	c.	c.	PROPN
cana-639	240	8	white	white	PROPN
cana-639	240	9	,	,	PUNCT
cana-639	240	10	“	"	PUNCT
cana-639	240	11	imaging	imaging	NOUN
cana-639	240	12	characteristics	characteristic	NOUN
cana-639	240	13	of	of	ADP
cana-639	240	14	lung	lung	NOUN
cana-639	240	15	cancer	cancer	NOUN
cana-639	240	16	,	,	PUNCT
cana-639	240	17	”	"	PUNCT
cana-639	240	18	seminars	seminar	NOUN
cana-639	240	19	in	in	ADP
cana-639	240	20	roentgenology	roentgenology	NOUN
cana-639	240	21	,	,	PUNCT
cana-639	240	22	vol	vol	NOUN
cana-639	240	23	.	.	PROPN
cana-639	240	24	46	46	NUM
cana-639	240	25	,	,	PUNCT
cana-639	240	26	no	no	INTJ
cana-639	240	27	.	.	NOUN
cana-639	240	28	3	3	NUM
cana-639	240	29	,	,	PUNCT
cana-639	240	30	pp	pp	ADJ
cana-639	240	31	.	.	PUNCT
cana-639	241	1	194–207	194–207	NUM
cana-639	241	2	,	,	PUNCT
cana-639	241	3	2011	2011	NUM
cana-639	241	4	.	.	PUNCT
cana-639	242	1	[	[	X
cana-639	242	2	16	16	NUM
cana-639	242	3	]	]	X
cana-639	242	4	d.	d.	PROPN
cana-639	242	5	s.	s.	PROPN
cana-639	242	6	raicu	raicu	PROPN
cana-639	242	7	,	,	PUNCT
cana-639	242	8	e.	e.	PROPN
cana-639	242	9	varutbangkul	varutbangkul	PROPN
cana-639	242	10	,	,	PUNCT
cana-639	242	11	j.	j.	PROPN
cana-639	242	12	g.	g.	PROPN
cana-639	242	13	cisneros	cisneros	PROPN
cana-639	242	14	,	,	PUNCT
cana-639	242	15	j.	j.	PROPN
cana-639	242	16	d.	d.	PROPN
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cana-639	242	18	,	,	PUNCT
cana-639	242	19	d.	d.	PROPN
cana-639	242	20	s.	s.	PROPN
cana-639	242	21	channin	channin	PROPN
cana-639	242	22	,	,	PUNCT
cana-639	242	23	and	and	CCONJ
cana-639	242	24	s.	s.	PROPN
cana-639	242	25	g.	g.	PROPN
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cana-639	242	28	,	,	PUNCT
cana-639	242	29	“	"	PUNCT
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cana-639	242	31	and	and	CCONJ
cana-639	242	32	image	image	NOUN
cana-639	242	33	content	content	NOUN
cana-639	242	34	integration	integration	NOUN
cana-639	242	35	for	for	ADP
cana-639	242	36	pulmonary	pulmonary	ADJ
cana-639	242	37	nodule	nodule	NOUN
cana-639	242	38	interpretation	interpretation	NOUN
cana-639	242	39	in	in	ADP
cana-639	242	40	thoracic	thoracic	NOUN
cana-639	242	41	computed	compute	VERB
cana-639	242	42	tomography	tomography	NOUN
cana-639	242	43	,	,	PUNCT
cana-639	242	44	”	"	PUNCT
cana-639	242	45	in	in	ADP
cana-639	242	46	proceedings	proceeding	NOUN
cana-639	242	47	of	of	ADP
cana-639	242	48	spie	spie	ADJ
cana-639	242	49	medical	medical	ADJ
cana-639	242	50	imaging	imaging	NOUN
cana-639	242	51	2007	2007	NUM
cana-639	242	52	,	,	PUNCT
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cana-639	242	54	diego	diego	PROPN
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cana-639	242	57	,	,	PUNCT
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cana-639	242	59	2007	2007	NUM
cana-639	242	60	,	,	PUNCT
cana-639	242	61	pp	pp	ADJ
cana-639	242	62	.	.	PUNCT
cana-639	243	1	65	65	NUM
cana-639	243	2	120s–65	120s–65	NUM
cana-639	243	3	120s–12	120s–12	NUM
cana-639	243	4	.	.	PUNCT
cana-639	244	1	[	[	X
cana-639	244	2	17	17	NUM
cana-639	244	3	]	]	X
cana-639	244	4	w.	w.	PROPN
cana-639	244	5	h.	h.	PROPN
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cana-639	244	9	s.	s.	PROPN
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cana-639	244	11	,	,	PUNCT
cana-639	244	12	and	and	CCONJ
cana-639	244	13	j.	j.	PROPN
cana-639	244	14	d.	d.	PROPN
cana-639	244	15	furst	furst	PROPN
cana-639	244	16	,	,	PUNCT
cana-639	244	17	“	"	PUNCT
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cana-639	244	19	pulmonary	pulmonary	ADJ
cana-639	244	20	nodule	nodule	NOUN
cana-639	244	21	shape	shape	NOUN
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cana-639	244	23	a	a	DET
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cana-639	244	25	-	-	PUNCT
cana-639	244	26	region	region	NOUN
cana-639	244	27	approach	approach	NOUN
cana-639	244	28	,	,	PUNCT
cana-639	244	29	”	"	PUNCT
cana-639	244	30	in	in	ADP
cana-639	244	31	proceedings	proceeding	NOUN
cana-639	244	32	of	of	ADP
cana-639	244	33	spie	spie	ADJ
cana-639	244	34	medical	medical	ADJ
cana-639	244	35	imaging	imaging	NOUN
cana-639	244	36	2009	2009	NUM
cana-639	244	37	,	,	PUNCT
cana-639	244	38	vol	vol	NOUN
cana-639	244	39	.	.	PROPN
cana-639	244	40	7260	7260	NUM
cana-639	244	41	,	,	PUNCT
cana-639	244	42	san	san	PROPN
cana-639	244	43	diego	diego	PROPN
cana-639	244	44	,	,	PUNCT
cana-639	244	45	united	united	PROPN
cana-639	244	46	states	states	PROPN
cana-639	244	47	,	,	PUNCT
cana-639	244	48	february	february	PROPN
cana-639	244	49	2009	2009	NUM
cana-639	244	50	,	,	PUNCT
cana-639	244	51	pp	pp	ADV
cana-639	244	52	.	.	PUNCT
cana-639	245	1	72	72	NUM
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cana-639	245	4	.	.	PUNCT
cana-639	246	1	[	[	X
cana-639	246	2	18	18	NUM
cana-639	246	3	]	]	PUNCT
cana-639	246	4	j.	j.	PROPN
cana-639	246	5	xu	xu	PROPN
cana-639	246	6	,	,	PUNCT
cana-639	246	7	s.	s.	PROPN
cana-639	246	8	napel	napel	PROPN
cana-639	246	9	,	,	PUNCT
cana-639	246	10	h.	h.	PROPN
cana-639	246	11	greenspan	greenspan	PROPN
cana-639	246	12	,	,	PUNCT
cana-639	246	13	c.	c.	PROPN
cana-639	246	14	f.	f.	PROPN
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cana-639	246	16	,	,	PUNCT
cana-639	246	17	n.	n.	PROPN
cana-639	246	18	agrawal	agrawal	PROPN
cana-639	246	19	,	,	PUNCT
cana-639	246	20	and	and	CCONJ
cana-639	246	21	d.	d.	PROPN
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cana-639	246	23	,	,	PUNCT
cana-639	246	24	“	"	PUNCT
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cana-639	246	28	sharpness	sharpness	NOUN
cana-639	246	29	of	of	ADP
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cana-639	246	31	on	on	ADP
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cana-639	246	33	images	image	NOUN
cana-639	246	34	for	for	ADP
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cana-639	246	40	,	,	PUNCT
cana-639	246	41	”	"	PUNCT
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cana-639	246	44	,	,	PUNCT
cana-639	246	45	vol	vol	NOUN
cana-639	246	46	.	.	PROPN
cana-639	246	47	39	39	NUM
cana-639	246	48	,	,	PUNCT
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cana-639	246	50	.	.	NOUN
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cana-639	246	52	,	,	PUNCT
cana-639	246	53	pp	pp	ADJ
cana-639	246	54	.	.	PUNCT
cana-639	246	55	5405–5418	5405–5418	NUM
cana-639	246	56	,	,	PUNCT
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cana-639	246	59	.	.	PUNCT
cana-639	247	1	[	[	X
cana-639	247	2	19	19	NUM
cana-639	247	3	]	]	PUNCT
cana-639	247	4	m.	m.	PROPN
cana-639	247	5	r.	r.	PROPN
cana-639	247	6	teague	teague	PROPN
cana-639	247	7	,	,	PUNCT
cana-639	247	8	“	"	PUNCT
cana-639	247	9	image	image	NOUN
cana-639	247	10	analysis	analysis	NOUN
cana-639	247	11	via	via	ADP
cana-639	247	12	the	the	DET
cana-639	247	13	general	general	ADJ
cana-639	247	14	theory	theory	NOUN
cana-639	247	15	of	of	ADP
cana-639	247	16	moments	moment	NOUN
cana-639	247	17	,	,	PUNCT
cana-639	247	18	”	"	PUNCT
cana-639	247	19	journal	journal	NOUN
cana-639	247	20	of	of	ADP
cana-639	247	21	the	the	DET
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cana-639	247	23	society	society	NOUN
cana-639	247	24	of	of	ADP
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cana-639	247	26	,	,	PUNCT
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cana-639	247	28	.	.	PROPN
cana-639	247	29	70	70	NUM
cana-639	247	30	,	,	PUNCT
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cana-639	247	32	.	.	NOUN
cana-639	247	33	8	8	NUM
cana-639	247	34	,	,	PUNCT
cana-639	247	35	pp	pp	ADJ
cana-639	247	36	.	.	PUNCT
cana-639	248	1	920–930	920–930	NUM
cana-639	248	2	,	,	PUNCT
cana-639	248	3	1980	1980	NUM
cana-639	248	4	.	.	PUNCT
cana-639	249	1	communications	communication	NOUN
cana-639	249	2	on	on	ADP
cana-639	249	3	applied	apply	VERB
cana-639	249	4	nonlinear	nonlinear	ADJ
cana-639	249	5	analysis	analysis	NOUN
cana-639	249	6	issn	issn	NOUN
cana-639	249	7	:	:	PUNCT
cana-639	249	8	1074	1074	NUM
cana-639	249	9	-	-	PUNCT
cana-639	249	10	133x	133x	NUM
cana-639	249	11	vol	vol	NOUN
cana-639	249	12	31	31	NUM
cana-639	249	13	no	no	NOUN
cana-639	249	14	.	.	PUNCT
cana-639	250	1	2s	2s	NUM
cana-639	250	2	(	(	PUNCT
cana-639	250	3	2024	2024	NUM
cana-639	250	4	)	)	PUNCT
cana-639	250	5	265	265	NUM
cana-639	250	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-639	251	1	[	[	X
cana-639	251	2	20	20	NUM
cana-639	251	3	]	]	PUNCT
cana-639	251	4	r.	r.	PROPN
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cana-639	251	7	,	,	PUNCT
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cana-639	251	13	,	,	PUNCT
cana-639	251	14	j.	j.	PROPN
cana-639	251	15	l.	l.	PROPN
cana-639	251	16	desautels	desautels	PROPN
cana-639	251	17	,	,	PUNCT
cana-639	251	18	and	and	CCONJ
cana-639	251	19	o.	o.	PROPN
cana-639	251	20	a.	a.	NOUN
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cana-639	251	29	for	for	ADP
cana-639	251	30	classification	classification	NOUN
cana-639	251	31	of	of	ADP
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cana-639	251	34	,	,	PUNCT
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cana-639	251	41	,	,	PUNCT
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cana-639	252	2	,	,	PUNCT
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cana-639	252	5	6	6	NUM
cana-639	252	6	,	,	PUNCT
cana-639	252	7	pp	pp	ADJ
cana-639	252	8	.	.	PUNCT
cana-639	253	1	799–810	799–810	NUM
cana-639	253	2	,	,	PUNCT
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cana-639	253	4	.	.	PUNCT
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cana-639	254	2	21	21	NUM
cana-639	254	3	]	]	X
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cana-639	254	5	,	,	PUNCT
cana-639	254	6	r.	r.	PROPN
cana-639	254	7	,	,	PUNCT
cana-639	254	8	kumar	kumar	PROPN
cana-639	254	9	,	,	PUNCT
cana-639	254	10	k.	k.	PROPN
cana-639	254	11	s.	s.	PROPN
cana-639	254	12	,	,	PUNCT
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cana-639	254	14	,	,	PUNCT
cana-639	254	15	h.	h.	PROPN
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cana-639	254	17	,	,	PUNCT
cana-639	254	18	&	&	CCONJ
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cana-639	254	21	h.	h.	PROPN
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cana-639	254	25	,	,	PUNCT
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cana-639	255	11	-	-	ADJ
cana-639	255	12	tier	tier	ADJ
cana-639	255	13	clustering	clustering	ADJ
cana-639	255	14	protocol	protocol	NOUN
cana-639	255	15	for	for	ADP
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cana-639	255	17	efficiency	efficiency	NOUN
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cana-639	255	19	.	.	PUNCT
cana-639	256	1	in	in	ADP
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cana-639	256	5	(	(	PUNCT
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cana-639	256	7	.	.	PUNCT
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cana-639	256	9	,	,	PUNCT
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cana-639	256	12	1	1	NUM
cana-639	256	13	)	)	PUNCT
cana-639	256	14	.	.	PUNCT
cana-639	257	1	aip	aip	PROPN
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cana-639	257	3	.	.	PUNCT
cana-639	258	1	[	[	X
cana-639	258	2	22	22	NUM
cana-639	258	3	]	]	SYM
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cana-639	258	5	,	,	PUNCT
cana-639	258	6	n.	n.	PROPN
cana-639	258	7	,	,	PUNCT
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cana-639	258	9	,	,	PUNCT
cana-639	258	10	k.	k.	PROPN
cana-639	258	11	,	,	PUNCT
cana-639	258	12	ahmed	ahmed	PROPN
cana-639	258	13	,	,	PUNCT
cana-639	258	14	m.	m.	NOUN
cana-639	258	15	a.	a.	PROPN
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cana-639	258	17	&	&	CCONJ
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cana-639	258	19	,	,	PUNCT
cana-639	258	20	k.	k.	PROPN
cana-639	258	21	(	(	PUNCT
cana-639	258	22	2024	2024	NUM
cana-639	258	23	,	,	PUNCT
cana-639	258	24	march	march	PROPN
cana-639	258	25	)	)	PUNCT
cana-639	258	26	.	.	PUNCT
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cana-639	259	2	and	and	CCONJ
cana-639	259	3	prevention	prevention	NOUN
cana-639	259	4	of	of	ADP
cana-639	259	5	malicious	malicious	ADJ
cana-639	259	6	url	url	NOUN
cana-639	259	7	using	use	VERB
cana-639	259	8	logistic	logistic	ADJ
cana-639	259	9	regression	regression	NOUN
cana-639	259	10	ml	ml	NOUN
cana-639	259	11	techniques	technique	NOUN
cana-639	259	12	.	.	PUNCT
cana-639	260	1	in	in	ADP
cana-639	260	2	aip	aip	PROPN
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cana-639	260	5	(	(	PUNCT
cana-639	260	6	vol	vol	NOUN
cana-639	260	7	.	.	PUNCT
cana-639	260	8	2919	2919	NUM
cana-639	260	9	,	,	PUNCT
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cana-639	260	11	.	.	NOUN
cana-639	260	12	1	1	NUM
cana-639	260	13	)	)	PUNCT
cana-639	260	14	.	.	PUNCT
cana-639	261	1	aip	aip	PROPN
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cana-639	261	3	.	.	PUNCT
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cana-639	262	3	]	]	X
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cana-639	262	5	,	,	PUNCT
cana-639	262	6	g.	g.	PROPN
cana-639	262	7	n.	n.	PROPN
cana-639	262	8	k.	k.	PROPN
cana-639	262	9	,	,	PUNCT
cana-639	262	10	reddy	reddy	PROPN
cana-639	262	11	,	,	PUNCT
cana-639	262	12	m.	m.	NOUN
cana-639	262	13	s.	s.	PROPN
cana-639	262	14	,	,	PUNCT
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cana-639	262	16	,	,	PUNCT
cana-639	262	17	d.	d.	PROPN
cana-639	262	18	n.	n.	PROPN
cana-639	262	19	,	,	PUNCT
cana-639	262	20	rao	rao	PROPN
cana-639	262	21	,	,	PUNCT
cana-639	262	22	k.	k.	PROPN
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cana-639	262	25	&	&	CCONJ
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cana-639	262	29	(	(	PUNCT
cana-639	262	30	2024	2024	NUM
cana-639	262	31	)	)	PUNCT
cana-639	262	32	.	.	PUNCT
cana-639	263	1	a	a	DET
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cana-639	263	8	model	model	NOUN
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cana-639	263	10	a	a	DET
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cana-639	263	12	-	-	PUNCT
cana-639	263	13	defined	define	VERB
cana-639	263	14	and	and	CCONJ
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cana-639	263	17	net	net	ADJ
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cana-639	263	21	.	.	PUNCT
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cana-639	264	7	applications	application	NOUN
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cana-639	264	10	,	,	PUNCT
cana-639	264	11	12(7s	12(7s	NUM
cana-639	264	12	)	)	PUNCT
cana-639	264	13	,	,	PUNCT
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cana-639	264	15	-	-	SYM
cana-639	264	16	376	376	NUM
cana-639	264	17	.	.	PUNCT
cana-639	265	1	[	[	X
cana-639	265	2	24	24	NUM
cana-639	265	3	]	]	PUNCT
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cana-639	265	5	,	,	PUNCT
cana-639	265	6	k.	k.	PROPN
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cana-639	265	8	&	&	CCONJ
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cana-639	265	12	(	(	PUNCT
cana-639	265	13	2024	2024	NUM
cana-639	265	14	)	)	PUNCT
cana-639	265	15	.	.	PUNCT
cana-639	266	1	a	a	DET
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cana-639	266	3	intelligence	intelligence	NOUN
cana-639	266	4	technique	technique	NOUN
cana-639	266	5	for	for	ADP
cana-639	266	6	predicting	predict	VERB
cana-639	266	7	cardiovascular	cardiovascular	ADJ
cana-639	266	8	disease	disease	NOUN
cana-639	266	9	(	(	PUNCT
cana-639	266	10	cvd	cvd	NOUN
cana-639	266	11	)	)	PUNCT
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cana-639	266	14	dataset	dataset	NOUN
cana-639	266	15	.	.	PUNCT
cana-639	267	1	international	international	ADJ
cana-639	267	2	journal	journal	PROPN
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cana-639	267	5	assurance	assurance	NOUN
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cana-639	267	9	,	,	PUNCT
cana-639	267	10	15(1	15(1	NUM
cana-639	267	11	)	)	PUNCT
cana-639	267	12	,	,	PUNCT
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cana-639	267	14	.	.	PUNCT
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cana-639	268	8	,	,	PUNCT
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cana-639	268	10	,	,	PUNCT
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cana-639	268	20	n.	n.	NOUN
cana-639	268	21	,	,	PUNCT
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cana-639	271	2	-	-	SYM
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cana-639	275	10	(	(	PUNCT
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cana-639	276	2	-	-	SYM
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cana-639	276	4	)	)	PUNCT
cana-639	276	5	.	.	PUNCT
cana-639	277	1	ieee	ieee	NOUN
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cana-639	278	9	,	,	PUNCT
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cana-639	278	13	,	,	PUNCT
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cana-639	278	27	(	(	PUNCT
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cana-639	278	29	)	)	PUNCT
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cana-639	279	10	of	of	ADP
cana-639	279	11	investment	investment	NOUN
cana-639	279	12	decisions	decision	NOUN
cana-639	279	13	in	in	ADP
cana-639	279	14	the	the	DET
cana-639	279	15	commercial	commercial	ADJ
cana-639	279	16	realty	realty	PROPN
cana-639	279	17	market	market	NOUN
cana-639	279	18	.	.	PUNCT
cana-639	280	1	in	in	ADP
cana-639	280	2	computational	computational	ADJ
cana-639	280	3	intelligence	intelligence	NOUN
cana-639	280	4	for	for	ADP
cana-639	280	5	modern	modern	ADJ
cana-639	280	6	business	business	NOUN
cana-639	280	7	systems	system	NOUN
cana-639	280	8	:	:	PUNCT
cana-639	280	9	emerging	emerge	VERB
cana-639	280	10	applications	application	NOUN
cana-639	280	11	and	and	CCONJ
cana-639	280	12	strategies	strategy	NOUN
cana-639	280	13	(	(	PUNCT
cana-639	280	14	pp	pp	ADJ
cana-639	280	15	.	.	PUNCT
cana-639	281	1	47	47	NUM
cana-639	281	2	-	-	SYM
cana-639	281	3	62	62	NUM
cana-639	281	4	)	)	PUNCT
cana-639	281	5	.	.	PUNCT
cana-639	282	1	singapore	singapore	PROPN
cana-639	282	2	:	:	PUNCT
cana-639	282	3	springer	springer	NOUN
cana-639	282	4	nature	nature	PROPN
cana-639	282	5	singapore	singapore	PROPN
cana-639	282	6	.	.	PUNCT
cana-639	283	1	[	[	X
cana-639	283	2	28	28	NUM
cana-639	283	3	]	]	X
cana-639	283	4	srinivasarao	srinivasarao	PROPN
cana-639	283	5	,	,	PUNCT
cana-639	283	6	g.	g.	PROPN
cana-639	283	7	,	,	PUNCT
cana-639	283	8	rajesh	rajesh	PROPN
cana-639	283	9	,	,	PUNCT
cana-639	283	10	v.	v.	PROPN
cana-639	283	11	,	,	PUNCT
cana-639	283	12	saikumar	saikumar	PROPN
cana-639	283	13	,	,	PUNCT
cana-639	283	14	k.	k.	PROPN
cana-639	283	15	,	,	PUNCT
cana-639	283	16	baza	baza	PROPN
cana-639	283	17	,	,	PUNCT
cana-639	283	18	m.	m.	NOUN
cana-639	283	19	,	,	PUNCT
cana-639	283	20	srivastava	srivastava	PROPN
cana-639	283	21	,	,	PUNCT
cana-639	283	22	g.	g.	PROPN
cana-639	283	23	,	,	PUNCT
cana-639	283	24	&	&	CCONJ
cana-639	283	25	alsabaan	alsabaan	PROPN
cana-639	283	26	,	,	PUNCT
cana-639	283	27	m.	m.	NOUN
cana-639	283	28	(	(	PUNCT
cana-639	283	29	2023	2023	NUM
cana-639	283	30	)	)	PUNCT
cana-639	283	31	.	.	PUNCT
cana-639	284	1	cloud	cloud	NOUN
cana-639	284	2	-	-	PUNCT
cana-639	284	3	based	base	VERB
cana-639	284	4	lenet5	lenet5	PROPN
cana-639	284	5	cnn	cnn	PROPN
cana-639	284	6	for	for	ADP
cana-639	284	7	mri	mri	NOUN
cana-639	284	8	brain	brain	NOUN
cana-639	284	9	tumor	tumor	NOUN
cana-639	284	10	diagnosis	diagnosis	NOUN
cana-639	284	11	and	and	CCONJ
cana-639	284	12	recognition	recognition	NOUN
cana-639	284	13	.	.	PUNCT
cana-639	285	1	traitement	traitement	ADJ
cana-639	285	2	du	du	PROPN
cana-639	285	3	signal	signal	NOUN
cana-639	285	4	,	,	PUNCT
cana-639	285	5	40(4	40(4	NUM
cana-639	285	6	)	)	PUNCT
cana-639	285	7	.	.	PUNCT
cana-639	286	1	[	[	X
cana-639	286	2	29	29	NUM
cana-639	286	3	]	]	PUNCT
cana-639	286	4	saikumar	saikumar	NOUN
cana-639	286	5	,	,	PUNCT
cana-639	286	6	k.	k.	PROPN
cana-639	286	7	,	,	PUNCT
cana-639	286	8	iram	iram	PROPN
cana-639	286	9	,	,	PUNCT
cana-639	286	10	f.	f.	PROPN
cana-639	286	11	,	,	PUNCT
cana-639	286	12	sampath	sampath	PROPN
cana-639	286	13	dakshina	dakshina	PROPN
cana-639	286	14	murthy	murthy	PROPN
cana-639	286	15	,	,	PUNCT
cana-639	286	16	a.	a.	NOUN
cana-639	286	17	,	,	PUNCT
cana-639	286	18	alzeyadi	alzeyadi	NOUN
cana-639	286	19	,	,	PUNCT
cana-639	286	20	a.	a.	PROPN
cana-639	286	21	k.	k.	PROPN
cana-639	286	22	,	,	PUNCT
cana-639	286	23	&	&	CCONJ
cana-639	286	24	al	al	PROPN
cana-639	286	25	-	-	PUNCT
cana-639	286	26	ameedee	ameedee	PROPN
cana-639	286	27	,	,	PUNCT
cana-639	286	28	s.	s.	PROPN
cana-639	286	29	a.	a.	PROPN
cana-639	286	30	(	(	PUNCT
cana-639	286	31	2023	2023	NUM
cana-639	286	32	)	)	PUNCT
cana-639	286	33	.	.	PUNCT
cana-639	287	1	enhancing	enhance	VERB
cana-639	287	2	the	the	DET
cana-639	287	3	protection	protection	NOUN
cana-639	287	4	of	of	ADP
cana-639	287	5	information	information	NOUN
cana-639	287	6	in	in	ADP
cana-639	287	7	digital	digital	ADJ
cana-639	287	8	voting	voting	NOUN
cana-639	287	9	using	use	VERB
cana-639	287	10	application	application	NOUN
cana-639	287	11	of	of	ADP
cana-639	287	12	block	block	NOUN
cana-639	287	13	chain	chain	NOUN
cana-639	287	14	technology	technology	NOUN
cana-639	287	15	.	.	PUNCT
cana-639	288	1	in	in	ADP
cana-639	288	2	microelectronics	microelectronic	NOUN
cana-639	288	3	and	and	CCONJ
cana-639	288	4	telecommunication	telecommunication	NOUN
cana-639	288	5	engineering	engineering	NOUN
cana-639	288	6	:	:	PUNCT
cana-639	288	7	proceedings	proceeding	NOUN
cana-639	288	8	of	of	ADP
cana-639	288	9	6th	6th	ADJ
cana-639	288	10	icmete	icmete	ADJ
cana-639	288	11	2022	2022	NUM
cana-639	288	12	(	(	PUNCT
cana-639	288	13	pp	pp	ADJ
cana-639	288	14	.	.	PUNCT
cana-639	288	15	357	357	NUM
cana-639	288	16	-	-	SYM
cana-639	288	17	365	365	NUM
cana-639	288	18	)	)	PUNCT
cana-639	288	19	.	.	PUNCT
cana-639	289	1	singapore	singapore	PROPN
cana-639	289	2	:	:	PUNCT
cana-639	289	3	springer	springer	NOUN
cana-639	289	4	nature	nature	PROPN
cana-639	289	5	singapore	singapore	PROPN
cana-639	289	6	.	.	PUNCT
cana-639	290	1	[	[	X
cana-639	290	2	30	30	NUM
cana-639	290	3	]	]	X
cana-639	290	4	vadlamudi	vadlamudi	NOUN
cana-639	290	5	,	,	PUNCT
cana-639	290	6	m.	m.	NOUN
cana-639	290	7	n.	n.	PROPN
cana-639	290	8	,	,	PUNCT
cana-639	290	9	saikumar	saikumar	PROPN
cana-639	290	10	,	,	PUNCT
cana-639	290	11	k.	k.	PROPN
cana-639	290	12	,	,	PUNCT
cana-639	290	13	kota	kota	PROPN
cana-639	290	14	,	,	PUNCT
cana-639	290	15	s.	s.	PROPN
cana-639	290	16	,	,	PUNCT
cana-639	290	17	al	al	PROPN
cana-639	290	18	-	-	PUNCT
cana-639	290	19	hameed	hameed	PROPN
cana-639	290	20	,	,	PUNCT
cana-639	290	21	m.	m.	NOUN
cana-639	290	22	,	,	PUNCT
cana-639	290	23	zearah	zearah	PROPN
cana-639	290	24	,	,	PUNCT
cana-639	290	25	s.	s.	PROPN
cana-639	290	26	a.	a.	PROPN
cana-639	290	27	,	,	PUNCT
cana-639	290	28	&	&	CCONJ
cana-639	290	29	kanuganti	kanuganti	PROPN
cana-639	290	30	,	,	PUNCT
cana-639	290	31	d.	d.	PROPN
cana-639	290	32	(	(	PUNCT
cana-639	290	33	2023	2023	NUM
cana-639	290	34	,	,	PUNCT
cana-639	290	35	april	april	PROPN
cana-639	290	36	)	)	PUNCT
cana-639	290	37	.	.	PUNCT
cana-639	291	1	exploratory	exploratory	ADJ
cana-639	291	2	review	review	NOUN
cana-639	291	3	of	of	ADP
cana-639	291	4	deep	deep	ADJ
cana-639	291	5	learning	learning	NOUN
cana-639	291	6	techniques	technique	NOUN
cana-639	291	7	for	for	ADP
cana-639	291	8	ecg	ecg	PROPN
cana-639	291	9	signals	signal	NOUN
cana-639	291	10	analysis	analysis	NOUN
cana-639	291	11	.	.	PUNCT
cana-639	292	1	in	in	ADP
cana-639	292	2	2023	2023	NUM
cana-639	292	3	ieee	ieee	NOUN
cana-639	292	4	international	international	ADJ
cana-639	292	5	conference	conference	NOUN
cana-639	292	6	on	on	ADP
cana-639	292	7	contemporary	contemporary	ADJ
cana-639	292	8	computing	computing	NOUN
cana-639	292	9	and	and	CCONJ
cana-639	292	10	communications	communication	NOUN
cana-639	292	11	(	(	PUNCT
cana-639	292	12	inc4	inc4	PROPN
cana-639	292	13	)	)	PUNCT
cana-639	292	14	(	(	PUNCT
cana-639	292	15	vol	vol	NOUN
cana-639	292	16	.	.	NOUN
cana-639	292	17	1	1	NUM
cana-639	292	18	,	,	PUNCT
cana-639	292	19	pp	pp	ADJ
cana-639	292	20	.	.	PUNCT
cana-639	293	1	1	1	NUM
cana-639	293	2	-	-	SYM
cana-639	293	3	5	5	NUM
cana-639	293	4	)	)	PUNCT
cana-639	293	5	.	.	PUNCT
cana-639	294	1	ieee	ieee	PROPN
cana-639	294	2	.	.	PUNCT