id	sid	tid	token	lemma	pos
cana-2262	1	1	communications	communication	NOUN
cana-2262	1	2	on	on	ADP
cana-2262	1	3	applied	apply	VERB
cana-2262	1	4	nonlinear	nonlinear	ADJ
cana-2262	1	5	analysis	analysis	NOUN
cana-2262	1	6	issn	issn	NOUN
cana-2262	1	7	:	:	PUNCT
cana-2262	1	8	1074	1074	NUM
cana-2262	1	9	-	-	PUNCT
cana-2262	1	10	133x	133x	NUM
cana-2262	1	11	vol	vol	NOUN
cana-2262	1	12	32	32	NUM
cana-2262	1	13	no	no	NOUN
cana-2262	1	14	.	.	PUNCT
cana-2262	2	1	2s	2s	NUM
cana-2262	2	2	(	(	PUNCT
cana-2262	2	3	2025	2025	NUM
cana-2262	2	4	)	)	PUNCT
cana-2262	2	5	165	165	NUM
cana-2262	2	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-2262	2	7	investigations	investigation	NOUN
cana-2262	2	8	of	of	ADP
cana-2262	2	9	acute	acute	ADJ
cana-2262	2	10	ischemic	ischemic	ADJ
cana-2262	2	11	stroke	stroke	NOUN
cana-2262	2	12	detection	detection	NOUN
cana-2262	2	13	techniques	technique	NOUN
cana-2262	2	14	from	from	ADP
cana-2262	2	15	ct	ct	NUM
cana-2262	2	16	images	image	NOUN
cana-2262	2	17	using	use	VERB
cana-2262	2	18	machine	machine	NOUN
cana-2262	2	19	learning	learning	NOUN
cana-2262	2	20	approaches	approach	NOUN
cana-2262	2	21	divya1	divya1	PROPN
cana-2262	2	22	,	,	PUNCT
cana-2262	2	23	vasani	vasani	NOUN
cana-2262	2	24	vaibhav	vaibhav	NOUN
cana-2262	2	25	prakash2	prakash2	ADJ
cana-2262	2	26	1assistant	1assistant	NUM
cana-2262	2	27	professor	professor	NOUN
cana-2262	2	28	,	,	PUNCT
cana-2262	2	29	department	department	NOUN
cana-2262	2	30	of	of	ADP
cana-2262	2	31	cs	cs	PROPN
cana-2262	2	32	&	&	CCONJ
cana-2262	2	33	it	it	PRON
cana-2262	2	34	,	,	PUNCT
cana-2262	2	35	kalinga	kalinga	PROPN
cana-2262	2	36	university	university	PROPN
cana-2262	2	37	,	,	PUNCT
cana-2262	2	38	raipur	raipur	PROPN
cana-2262	2	39	,	,	PUNCT
cana-2262	2	40	india	india	PROPN
cana-2262	2	41	.	.	PUNCT
cana-2262	3	1	2research	2research	NUM
cana-2262	3	2	scholar	scholar	NOUN
cana-2262	3	3	,	,	PUNCT
cana-2262	3	4	department	department	NOUN
cana-2262	3	5	of	of	ADP
cana-2262	3	6	cs	cs	PROPN
cana-2262	3	7	&	&	CCONJ
cana-2262	3	8	it	it	PRON
cana-2262	3	9	,	,	PUNCT
cana-2262	3	10	kalinga	kalinga	PROPN
cana-2262	3	11	university	university	PROPN
cana-2262	3	12	,	,	PUNCT
cana-2262	3	13	raipur	raipur	PROPN
cana-2262	3	14	,	,	PUNCT
cana-2262	3	15	india	india	PROPN
cana-2262	3	16	.	.	PUNCT
cana-2262	4	1	article	article	PROPN
cana-2262	4	2	history	history	NOUN
cana-2262	4	3	:	:	PUNCT
cana-2262	4	4	received	receive	VERB
cana-2262	4	5	:	:	PUNCT
cana-2262	4	6	11	11	NUM
cana-2262	4	7	-	-	SYM
cana-2262	4	8	09	09	NUM
cana-2262	4	9	-	-	PUNCT
cana-2262	4	10	2024	2024	NUM
cana-2262	4	11	revised	revise	VERB
cana-2262	4	12	:	:	PUNCT
cana-2262	4	13	17	17	NUM
cana-2262	4	14	-	-	SYM
cana-2262	4	15	10	10	NUM
cana-2262	4	16	-	-	PUNCT
cana-2262	4	17	2024	2024	NUM
cana-2262	4	18	accepted	accept	VERB
cana-2262	4	19	:	:	PUNCT
cana-2262	4	20	28	28	NUM
cana-2262	4	21	-	-	SYM
cana-2262	4	22	10	10	NUM
cana-2262	4	23	-	-	PUNCT
cana-2262	4	24	2024	2024	NUM
cana-2262	4	25	abstract	abstract	NOUN
cana-2262	4	26	:	:	PUNCT
cana-2262	4	27	stroke	stroke	NOUN
cana-2262	4	28	is	be	AUX
cana-2262	4	29	a	a	DET
cana-2262	4	30	kind	kind	NOUN
cana-2262	4	31	of	of	ADP
cana-2262	4	32	cerebrovascular	cerebrovascular	ADJ
cana-2262	4	33	accident	accident	NOUN
cana-2262	4	34	(	(	PUNCT
cana-2262	4	35	cva	cva	PROPN
cana-2262	4	36	)	)	PUNCT
cana-2262	4	37	that	that	PRON
cana-2262	4	38	primarily	primarily	ADV
cana-2262	4	39	affects	affect	VERB
cana-2262	4	40	individuals	individual	NOUN
cana-2262	4	41	over	over	ADP
cana-2262	4	42	the	the	DET
cana-2262	4	43	age	age	NOUN
cana-2262	4	44	of	of	ADP
cana-2262	4	45	50	50	NUM
cana-2262	4	46	,	,	PUNCT
cana-2262	4	47	while	while	SCONJ
cana-2262	4	48	it	it	PRON
cana-2262	4	49	can	can	AUX
cana-2262	4	50	afflict	afflict	VERB
cana-2262	4	51	people	people	NOUN
cana-2262	4	52	of	of	ADP
cana-2262	4	53	all	all	DET
cana-2262	4	54	ages	age	NOUN
cana-2262	4	55	.	.	PUNCT
cana-2262	5	1	stroke	stroke	NOUN
cana-2262	5	2	patients	patient	NOUN
cana-2262	5	3	suffer	suffer	VERB
cana-2262	5	4	from	from	ADP
cana-2262	5	5	a	a	DET
cana-2262	5	6	chronic	chronic	ADJ
cana-2262	5	7	condition	condition	NOUN
cana-2262	5	8	that	that	PRON
cana-2262	5	9	leaves	leave	VERB
cana-2262	5	10	them	they	PRON
cana-2262	5	11	physically	physically	ADV
cana-2262	5	12	unable	unable	ADJ
cana-2262	5	13	till	till	SCONJ
cana-2262	5	14	their	their	PRON
cana-2262	5	15	death	death	NOUN
cana-2262	5	16	.	.	PUNCT
cana-2262	6	1	to	to	PART
cana-2262	6	2	identify	identify	VERB
cana-2262	6	3	the	the	DET
cana-2262	6	4	onset	onset	NOUN
cana-2262	6	5	of	of	ADP
cana-2262	6	6	this	this	DET
cana-2262	6	7	illness	illness	NOUN
cana-2262	6	8	,	,	PUNCT
cana-2262	6	9	numerous	numerous	ADJ
cana-2262	6	10	studies	study	NOUN
cana-2262	6	11	have	have	AUX
cana-2262	6	12	been	be	AUX
cana-2262	6	13	carried	carry	VERB
cana-2262	6	14	out	out	ADP
cana-2262	6	15	.	.	PUNCT
cana-2262	7	1	common	common	ADJ
cana-2262	7	2	signs	sign	NOUN
cana-2262	7	3	of	of	ADP
cana-2262	7	4	a	a	DET
cana-2262	7	5	stroke	stroke	NOUN
cana-2262	7	6	include	include	VERB
cana-2262	7	7	stiffness	stiffness	NOUN
cana-2262	7	8	,	,	PUNCT
cana-2262	7	9	a	a	DET
cana-2262	7	10	shift	shift	NOUN
cana-2262	7	11	in	in	ADP
cana-2262	7	12	posture	posture	NOUN
cana-2262	7	13	,	,	PUNCT
cana-2262	7	14	and	and	CCONJ
cana-2262	7	15	tremors	tremor	NOUN
cana-2262	7	16	in	in	ADP
cana-2262	7	17	the	the	DET
cana-2262	7	18	arms	arm	NOUN
cana-2262	7	19	and	and	CCONJ
cana-2262	7	20	legs	leg	NOUN
cana-2262	7	21	.	.	PUNCT
cana-2262	8	1	functional	functional	ADJ
cana-2262	8	2	and	and	CCONJ
cana-2262	8	3	emotional	emotional	ADJ
cana-2262	8	4	mediation	mediation	NOUN
cana-2262	8	5	are	be	AUX
cana-2262	8	6	linked	link	VERB
cana-2262	8	7	to	to	ADP
cana-2262	8	8	a	a	DET
cana-2262	8	9	significant	significant	ADJ
cana-2262	8	10	area	area	NOUN
cana-2262	8	11	of	of	ADP
cana-2262	8	12	the	the	DET
cana-2262	8	13	brain	brain	NOUN
cana-2262	8	14	.	.	PUNCT
cana-2262	9	1	the	the	DET
cana-2262	9	2	symptoms	symptom	NOUN
cana-2262	9	3	of	of	ADP
cana-2262	9	4	many	many	ADJ
cana-2262	9	5	brain	brain	NOUN
cana-2262	9	6	disorders	disorder	NOUN
cana-2262	9	7	are	be	AUX
cana-2262	9	8	similar	similar	ADJ
cana-2262	9	9	in	in	ADP
cana-2262	9	10	the	the	DET
cana-2262	9	11	early	early	ADJ
cana-2262	9	12	stages	stage	NOUN
cana-2262	9	13	because	because	SCONJ
cana-2262	9	14	of	of	ADP
cana-2262	9	15	disruptions	disruption	NOUN
cana-2262	9	16	to	to	PART
cana-2262	9	17	dopamine	dopamine	VERB
cana-2262	9	18	and	and	CCONJ
cana-2262	9	19	other	other	ADJ
cana-2262	9	20	regulating	regulate	VERB
cana-2262	9	21	mechanisms	mechanism	NOUN
cana-2262	9	22	.	.	PUNCT
cana-2262	10	1	this	this	PRON
cana-2262	10	2	is	be	AUX
cana-2262	10	3	a	a	DET
cana-2262	10	4	crucial	crucial	ADJ
cana-2262	10	5	step	step	NOUN
cana-2262	10	6	in	in	ADP
cana-2262	10	7	how	how	SCONJ
cana-2262	10	8	stroke	stroke	NOUN
cana-2262	10	9	lesions	lesion	NOUN
cana-2262	10	10	develop	develop	VERB
cana-2262	10	11	.	.	PUNCT
cana-2262	11	1	the	the	DET
cana-2262	11	2	cad	cad	PROPN
cana-2262	11	3	system	system	NOUN
cana-2262	11	4	is	be	AUX
cana-2262	11	5	the	the	DET
cana-2262	11	6	most	most	ADV
cana-2262	11	7	efficient	efficient	ADJ
cana-2262	11	8	method	method	NOUN
cana-2262	11	9	for	for	ADP
cana-2262	11	10	identifying	identify	VERB
cana-2262	11	11	a	a	DET
cana-2262	11	12	stroke	stroke	NOUN
cana-2262	11	13	.	.	PUNCT
cana-2262	12	1	by	by	ADP
cana-2262	12	2	speeding	speed	VERB
cana-2262	12	3	up	up	ADP
cana-2262	12	4	the	the	DET
cana-2262	12	5	analysis	analysis	NOUN
cana-2262	12	6	of	of	ADP
cana-2262	12	7	the	the	DET
cana-2262	12	8	required	require	VERB
cana-2262	12	9	aberration	aberration	NOUN
cana-2262	12	10	,	,	PUNCT
cana-2262	12	11	the	the	DET
cana-2262	12	12	cad	cad	NOUN
cana-2262	12	13	system	system	NOUN
cana-2262	12	14	improves	improve	VERB
cana-2262	12	15	the	the	DET
cana-2262	12	16	process	process	NOUN
cana-2262	12	17	of	of	ADP
cana-2262	12	18	illness	illness	NOUN
cana-2262	12	19	diagnosis	diagnosis	NOUN
cana-2262	12	20	.	.	PUNCT
cana-2262	13	1	the	the	DET
cana-2262	13	2	goal	goal	NOUN
cana-2262	13	3	of	of	ADP
cana-2262	13	4	the	the	DET
cana-2262	13	5	proposed	propose	VERB
cana-2262	13	6	study	study	NOUN
cana-2262	13	7	is	be	AUX
cana-2262	13	8	to	to	PART
cana-2262	13	9	create	create	VERB
cana-2262	13	10	a	a	DET
cana-2262	13	11	compact	compact	ADJ
cana-2262	13	12	system	system	NOUN
cana-2262	13	13	that	that	PRON
cana-2262	13	14	can	can	AUX
cana-2262	13	15	lessen	lessen	VERB
cana-2262	13	16	processing	processing	NOUN
cana-2262	13	17	errors	error	NOUN
cana-2262	13	18	,	,	PUNCT
cana-2262	13	19	false	false	ADJ
cana-2262	13	20	positive	positive	ADJ
cana-2262	13	21	rates	rate	NOUN
cana-2262	13	22	,	,	PUNCT
cana-2262	13	23	and	and	CCONJ
cana-2262	13	24	complexity	complexity	NOUN
cana-2262	13	25	—	—	PUNCT
cana-2262	13	26	three	three	NUM
cana-2262	13	27	major	major	ADJ
cana-2262	13	28	problems	problem	NOUN
cana-2262	13	29	with	with	ADP
cana-2262	13	30	the	the	DET
cana-2262	13	31	current	current	ADJ
cana-2262	13	32	system	system	NOUN
cana-2262	13	33	.	.	PUNCT
cana-2262	14	1	the	the	DET
cana-2262	14	2	proposed	propose	VERB
cana-2262	14	3	study	study	NOUN
cana-2262	14	4	uses	use	VERB
cana-2262	14	5	a	a	DET
cana-2262	14	6	machine	machine	NOUN
cana-2262	14	7	learning	learn	VERB
cana-2262	14	8	model	model	NOUN
cana-2262	14	9	to	to	PART
cana-2262	14	10	interpret	interpret	VERB
cana-2262	14	11	and	and	CCONJ
cana-2262	14	12	classify	classify	VERB
cana-2262	14	13	a	a	DET
cana-2262	14	14	ct	ct	NUM
cana-2262	14	15	brain	brain	NOUN
cana-2262	14	16	image	image	NOUN
cana-2262	14	17	that	that	PRON
cana-2262	14	18	shows	show	VERB
cana-2262	14	19	an	an	DET
cana-2262	14	20	acute	acute	ADJ
cana-2262	14	21	ischaemic	ischaemic	ADJ
cana-2262	14	22	stroke	stroke	NOUN
cana-2262	14	23	(	(	PUNCT
cana-2262	14	24	ais	ais	PROPN
cana-2262	14	25	)	)	PUNCT
cana-2262	14	26	lesion	lesion	NOUN
cana-2262	14	27	.	.	PUNCT
cana-2262	15	1	to	to	PART
cana-2262	15	2	distinguish	distinguish	VERB
cana-2262	15	3	between	between	ADP
cana-2262	15	4	normal	normal	ADJ
cana-2262	15	5	and	and	CCONJ
cana-2262	15	6	ais	ais	PROPN
cana-2262	15	7	stroke	stroke	NOUN
cana-2262	15	8	lesions	lesion	NOUN
cana-2262	15	9	,	,	PUNCT
cana-2262	15	10	the	the	DET
cana-2262	15	11	pre	pre	ADJ
cana-2262	15	12	-	-	ADJ
cana-2262	15	13	processed	processed	ADJ
cana-2262	15	14	image	image	NOUN
cana-2262	15	15	is	be	AUX
cana-2262	15	16	segmented	segment	VERB
cana-2262	15	17	and	and	CCONJ
cana-2262	15	18	classed	class	VERB
cana-2262	15	19	using	use	VERB
cana-2262	15	20	a	a	DET
cana-2262	15	21	random	random	ADJ
cana-2262	15	22	forest	forest	NOUN
cana-2262	15	23	classifier	classifier	NOUN
cana-2262	15	24	.	.	PUNCT
cana-2262	16	1	performance	performance	NOUN
cana-2262	16	2	criteria	criterion	NOUN
cana-2262	16	3	like	like	ADP
cana-2262	16	4	peak	peak	NOUN
cana-2262	16	5	signal	signal	NOUN
cana-2262	16	6	ratio	ratio	NOUN
cana-2262	16	7	,	,	PUNCT
cana-2262	16	8	average	average	ADJ
cana-2262	16	9	gradient	gradient	NOUN
cana-2262	16	10	,	,	PUNCT
cana-2262	16	11	accuracy	accuracy	NOUN
cana-2262	16	12	,	,	PUNCT
cana-2262	16	13	specificity	specificity	NOUN
cana-2262	16	14	,	,	PUNCT
cana-2262	16	15	sensitivity	sensitivity	NOUN
cana-2262	16	16	,	,	PUNCT
cana-2262	16	17	and	and	CCONJ
cana-2262	16	18	dice	dice	NOUN
cana-2262	16	19	index	index	NOUN
cana-2262	16	20	are	be	AUX
cana-2262	16	21	used	use	VERB
cana-2262	16	22	to	to	PART
cana-2262	16	23	evaluate	evaluate	VERB
cana-2262	16	24	the	the	DET
cana-2262	16	25	experimental	experimental	ADJ
cana-2262	16	26	output	output	NOUN
cana-2262	16	27	of	of	ADP
cana-2262	16	28	the	the	DET
cana-2262	16	29	proposed	propose	VERB
cana-2262	16	30	work	work	NOUN
cana-2262	16	31	.	.	PUNCT
cana-2262	17	1	the	the	DET
cana-2262	17	2	suggested	suggest	VERB
cana-2262	17	3	model	model	NOUN
cana-2262	17	4	has	have	VERB
cana-2262	17	5	a	a	DET
cana-2262	17	6	straightforward	straightforward	ADJ
cana-2262	17	7	processing	processing	NOUN
cana-2262	17	8	structure	structure	NOUN
cana-2262	17	9	and	and	CCONJ
cana-2262	17	10	the	the	DET
cana-2262	17	11	highest	high	ADJ
cana-2262	17	12	efficiency	efficiency	NOUN
cana-2262	17	13	.	.	PUNCT
cana-2262	18	1	keywords	keyword	NOUN
cana-2262	18	2	:	:	PUNCT
cana-2262	18	3	stroke	stroke	NOUN
cana-2262	18	4	,	,	PUNCT
cana-2262	18	5	computer	computer	NOUN
cana-2262	18	6	-	-	PUNCT
cana-2262	18	7	aided	aid	VERB
cana-2262	18	8	tomography	tomography	NOUN
cana-2262	18	9	,	,	PUNCT
cana-2262	18	10	acute	acute	ADJ
cana-2262	18	11	ischemic	ischemic	ADJ
cana-2262	18	12	strok	strok	NOUN
cana-2262	18	13	,	,	PUNCT
cana-2262	18	14	pixel	pixel	PROPN
cana-2262	18	15	correlation	correlation	NOUN
cana-2262	18	16	histogram	histogram	NOUN
cana-2262	18	17	analysis	analysis	NOUN
cana-2262	18	18	,	,	PUNCT
cana-2262	18	19	random	random	ADJ
cana-2262	18	20	forest	forest	NOUN
cana-2262	18	21	classifier	classifier	NOUN
cana-2262	18	22	.	.	PUNCT
cana-2262	19	1	1	1	X
cana-2262	19	2	.	.	X
cana-2262	19	3	introduction	introduction	NOUN
cana-2262	19	4	because	because	SCONJ
cana-2262	19	5	of	of	ADP
cana-2262	19	6	its	its	PRON
cana-2262	19	7	high	high	ADJ
cana-2262	19	8	precision	precision	NOUN
cana-2262	19	9	,	,	PUNCT
cana-2262	19	10	durability	durability	NOUN
cana-2262	19	11	,	,	PUNCT
cana-2262	19	12	and	and	CCONJ
cana-2262	19	13	dependability	dependability	NOUN
cana-2262	19	14	as	as	ADV
cana-2262	19	15	well	well	ADV
cana-2262	19	16	as	as	ADP
cana-2262	19	17	its	its	PRON
cana-2262	19	18	sophisticated	sophisticated	ADJ
cana-2262	19	19	features	feature	NOUN
cana-2262	19	20	for	for	ADP
cana-2262	19	21	producing	produce	VERB
cana-2262	19	22	two	two	NUM
cana-2262	19	23	and	and	CCONJ
cana-2262	19	24	three	three	NUM
cana-2262	19	25	-	-	PUNCT
cana-2262	19	26	dimensional	dimensional	ADJ
cana-2262	19	27	images	image	NOUN
cana-2262	19	28	that	that	PRON
cana-2262	19	29	are	be	AUX
cana-2262	19	30	utilised	utilise	VERB
cana-2262	19	31	to	to	PART
cana-2262	19	32	precisely	precisely	ADV
cana-2262	19	33	find	find	VERB
cana-2262	19	34	the	the	DET
cana-2262	19	35	afflicted	afflict	VERB
cana-2262	19	36	sections	section	NOUN
cana-2262	19	37	,	,	PUNCT
cana-2262	19	38	the	the	DET
cana-2262	19	39	computer	computer	NOUN
cana-2262	19	40	-	-	PUNCT
cana-2262	19	41	aided	aid	VERB
cana-2262	19	42	design	design	NOUN
cana-2262	19	43	(	(	PUNCT
cana-2262	19	44	cad	cad	NOUN
cana-2262	19	45	)	)	PUNCT
cana-2262	19	46	system	system	NOUN
cana-2262	19	47	is	be	AUX
cana-2262	19	48	regarded	regard	VERB
cana-2262	19	49	as	as	ADP
cana-2262	19	50	a	a	DET
cana-2262	19	51	crucial	crucial	ADJ
cana-2262	19	52	instrument	instrument	NOUN
cana-2262	19	53	in	in	ADP
cana-2262	19	54	the	the	DET
cana-2262	19	55	diagnosis	diagnosis	NOUN
cana-2262	19	56	of	of	ADP
cana-2262	19	57	brain	brain	NOUN
cana-2262	19	58	disorders	disorder	NOUN
cana-2262	19	59	[	[	X
cana-2262	19	60	1	1	NUM
cana-2262	19	61	]	]	PUNCT
cana-2262	19	62	.	.	PUNCT
cana-2262	20	1	brain	brain	NOUN
cana-2262	20	2	abnormalities	abnormality	NOUN
cana-2262	20	3	such	such	ADJ
cana-2262	20	4	as	as	ADP
cana-2262	20	5	trauma	trauma	NOUN
cana-2262	20	6	,	,	PUNCT
cana-2262	20	7	intracranial	intracranial	ADJ
cana-2262	20	8	pressure	pressure	NOUN
cana-2262	20	9	,	,	PUNCT
cana-2262	20	10	vascular	vascular	NOUN
cana-2262	20	11	(	(	PUNCT
cana-2262	20	12	blood	blood	NOUN
cana-2262	20	13	vessel	vessel	NOUN
cana-2262	20	14	)	)	PUNCT
cana-2262	20	15	conditions	condition	NOUN
cana-2262	20	16	,	,	PUNCT
cana-2262	20	17	autoimmune	autoimmune	ADJ
cana-2262	20	18	conditions	condition	NOUN
cana-2262	20	19	,	,	PUNCT
cana-2262	20	20	infections	infection	NOUN
cana-2262	20	21	,	,	PUNCT
cana-2262	20	22	convulsions	convulsion	NOUN
cana-2262	20	23	,	,	PUNCT
cana-2262	20	24	and	and	CCONJ
cana-2262	20	25	neurodegenerative	neurodegenerative	ADJ
cana-2262	20	26	disorders	disorder	NOUN
cana-2262	20	27	are	be	AUX
cana-2262	20	28	generally	generally	ADV
cana-2262	20	29	detected	detect	VERB
cana-2262	20	30	by	by	ADP
cana-2262	20	31	the	the	DET
cana-2262	20	32	cad	cad	PROPN
cana-2262	20	33	system	system	NOUN
cana-2262	20	34	.	.	PUNCT
cana-2262	21	1	meningitis	meningitis	NOUN
cana-2262	21	2	,	,	PUNCT
cana-2262	21	3	encephalitis	encephalitis	NOUN
cana-2262	21	4	,	,	PUNCT
cana-2262	21	5	and	and	CCONJ
cana-2262	21	6	brain	brain	NOUN
cana-2262	21	7	abscesses	abscess	NOUN
cana-2262	21	8	are	be	AUX
cana-2262	21	9	examples	example	NOUN
cana-2262	21	10	of	of	ADP
cana-2262	21	11	brain	brain	NOUN
cana-2262	21	12	infections	infection	NOUN
cana-2262	21	13	,	,	PUNCT
cana-2262	21	14	whereas	whereas	SCONJ
cana-2262	21	15	repeated	repeat	VERB
cana-2262	21	16	seizures	seizure	NOUN
cana-2262	21	17	are	be	AUX
cana-2262	21	18	linked	link	VERB
cana-2262	21	19	to	to	ADP
cana-2262	21	20	a	a	DET
cana-2262	21	21	particular	particular	ADJ
cana-2262	21	22	kind	kind	NOUN
cana-2262	21	23	of	of	ADP
cana-2262	21	24	epilepsy	epilepsy	NOUN
cana-2262	21	25	.	.	PUNCT
cana-2262	22	1	epilepsy	epilepsy	PROPN
cana-2262	22	2	can	can	AUX
cana-2262	22	3	also	also	ADV
cana-2262	22	4	be	be	AUX
cana-2262	22	5	brought	bring	VERB
cana-2262	22	6	on	on	ADP
cana-2262	22	7	by	by	ADP
cana-2262	22	8	stroke	stroke	NOUN
cana-2262	22	9	,	,	PUNCT
cana-2262	22	10	brain	brain	NOUN
cana-2262	22	11	infections	infection	NOUN
cana-2262	22	12	,	,	PUNCT
cana-2262	22	13	and	and	CCONJ
cana-2262	22	14	head	head	VERB
cana-2262	22	15	injuries.trauma	injuries.trauma	PROPN
cana-2262	22	16	is	be	AUX
cana-2262	22	17	linked	link	VERB
cana-2262	22	18	to	to	ADP
cana-2262	22	19	intracerebral	intracerebral	ADJ
cana-2262	22	20	diseases	disease	NOUN
cana-2262	22	21	characterised	characterise	VERB
cana-2262	22	22	by	by	ADP
cana-2262	22	23	disorientation	disorientation	NOUN
cana-2262	22	24	and	and	CCONJ
cana-2262	22	25	unconsciousness	unconsciousness	NOUN
cana-2262	22	26	as	as	ADV
cana-2262	22	27	well	well	ADV
cana-2262	22	28	as	as	ADP
cana-2262	22	29	traumatic	traumatic	ADJ
cana-2262	22	30	brain	brain	NOUN
cana-2262	22	31	injury	injury	NOUN
cana-2262	23	1	[	[	X
cana-2262	23	2	23	23	NUM
cana-2262	23	3	]	]	PUNCT
cana-2262	23	4	.	.	PUNCT
cana-2262	24	1	brain	brain	PROPN
cana-2262	24	2	tumours	tumour	NOUN
cana-2262	24	3	,	,	PUNCT
cana-2262	24	4	glioblastomas	glioblastoma	NOUN
cana-2262	24	5	,	,	PUNCT
cana-2262	24	6	hydrocephalus	hydrocephalus	X
cana-2262	24	7	,	,	PUNCT
cana-2262	24	8	normal	normal	ADJ
cana-2262	24	9	pressure	pressure	NOUN
cana-2262	24	10	hydrocephalus	hydrocephalus	NOUN
cana-2262	24	11	,	,	PUNCT
cana-2262	24	12	and	and	CCONJ
cana-2262	24	13	pseudo	pseudo	NOUN
cana-2262	24	14	tumour	tumour	NOUN
cana-2262	24	15	cerebri	cerebri	NOUN
cana-2262	24	16	(	(	PUNCT
cana-2262	24	17	fake	fake	ADJ
cana-2262	24	18	brain	brain	NOUN
cana-2262	24	19	tumour	tumour	NOUN
cana-2262	24	20	)	)	PUNCT
cana-2262	24	21	are	be	AUX
cana-2262	24	22	caused	cause	VERB
cana-2262	24	23	by	by	ADP
cana-2262	24	24	an	an	DET
cana-2262	24	25	increase	increase	NOUN
cana-2262	24	26	in	in	ADP
cana-2262	24	27	intracranial	intracranial	ADJ
cana-2262	24	28	pressure	pressure	NOUN
cana-2262	24	29	.	.	PUNCT
cana-2262	25	1	brain	brain	NOUN
cana-2262	25	2	aneurysm	aneurysm	NOUN
cana-2262	25	3	,	,	PUNCT
cana-2262	25	4	communications	communication	NOUN
cana-2262	25	5	on	on	ADP
cana-2262	25	6	applied	apply	VERB
cana-2262	25	7	nonlinear	nonlinear	ADJ
cana-2262	25	8	analysis	analysis	NOUN
cana-2262	25	9	issn	issn	NOUN
cana-2262	25	10	:	:	PUNCT
cana-2262	25	11	1074	1074	NUM
cana-2262	25	12	-	-	PUNCT
cana-2262	25	13	133x	133x	NUM
cana-2262	25	14	vol	vol	NOUN
cana-2262	25	15	32	32	NUM
cana-2262	25	16	no	no	NOUN
cana-2262	25	17	.	.	PUNCT
cana-2262	26	1	2s	2s	NUM
cana-2262	26	2	(	(	PUNCT
cana-2262	26	3	2025	2025	NUM
cana-2262	26	4	)	)	PUNCT
cana-2262	26	5	166	166	NUM
cana-2262	26	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-2262	26	7	stroke	stroke	NOUN
cana-2262	26	8	,	,	PUNCT
cana-2262	26	9	ischaemic	ischaemic	ADJ
cana-2262	26	10	stroke	stroke	NOUN
cana-2262	26	11	,	,	PUNCT
cana-2262	26	12	hemorrhagic	hemorrhagic	NOUN
cana-2262	26	13	stroke	stroke	NOUN
cana-2262	26	14	,	,	PUNCT
cana-2262	26	15	transient	transient	ADJ
cana-2262	26	16	ischaemic	ischaemic	ADJ
cana-2262	26	17	attack	attack	NOUN
cana-2262	26	18	(	(	PUNCT
cana-2262	26	19	tia	tia	PROPN
cana-2262	26	20	)	)	PUNCT
cana-2262	26	21	,	,	PUNCT
cana-2262	26	22	cerebrovascular	cerebrovascular	ADJ
cana-2262	26	23	accident	accident	NOUN
cana-2262	26	24	,	,	PUNCT
cana-2262	26	25	subdural	subdural	ADJ
cana-2262	26	26	haematoma	haematoma	NOUN
cana-2262	26	27	,	,	PUNCT
cana-2262	26	28	epidural	epidural	ADJ
cana-2262	26	29	haematoma	haematoma	NOUN
cana-2262	26	30	,	,	PUNCT
cana-2262	26	31	cerebral	cerebral	ADJ
cana-2262	26	32	oedema	oedema	NOUN
cana-2262	26	33	,	,	PUNCT
cana-2262	26	34	and	and	CCONJ
cana-2262	26	35	intracerebral	intracerebral	ADJ
cana-2262	26	36	haemorrhage	haemorrhage	NOUN
cana-2262	26	37	are	be	AUX
cana-2262	26	38	among	among	ADP
cana-2262	26	39	the	the	DET
cana-2262	26	40	abnormalities	abnormality	NOUN
cana-2262	26	41	associated	associate	VERB
cana-2262	26	42	with	with	ADP
cana-2262	26	43	vascular	vascular	ADJ
cana-2262	26	44	brain	brain	NOUN
cana-2262	26	45	disease	disease	NOUN
cana-2262	26	46	[	[	X
cana-2262	26	47	3	3	NUM
cana-2262	26	48	]	]	PUNCT
cana-2262	26	49	.	.	PUNCT
cana-2262	27	1	multiple	multiple	ADJ
cana-2262	27	2	sclerosis	sclerosis	NOUN
cana-2262	27	3	(	(	PUNCT
cana-2262	27	4	ms	ms	NOUN
cana-2262	27	5	)	)	PUNCT
cana-2262	27	6	and	and	CCONJ
cana-2262	27	7	vasculitis	vasculitis	PROPN
cana-2262	27	8	are	be	AUX
cana-2262	27	9	among	among	ADP
cana-2262	27	10	the	the	DET
cana-2262	27	11	autoimmune	autoimmune	ADJ
cana-2262	27	12	anomalies	anomaly	NOUN
cana-2262	27	13	.	.	PUNCT
cana-2262	28	1	neurodegeneration	neurodegeneration	NOUN
cana-2262	28	2	is	be	AUX
cana-2262	28	3	seen	see	VERB
cana-2262	28	4	in	in	ADP
cana-2262	28	5	parkinson	parkinson	NOUN
cana-2262	28	6	's	's	PART
cana-2262	28	7	disease	disease	NOUN
cana-2262	28	8	,	,	PUNCT
cana-2262	28	9	alzheimer	alzheimer	PROPN
cana-2262	28	10	's	's	PART
cana-2262	28	11	disease	disease	NOUN
cana-2262	28	12	,	,	PUNCT
cana-2262	28	13	huntington	huntington	PROPN
cana-2262	28	14	's	's	PART
cana-2262	28	15	disease	disease	NOUN
cana-2262	28	16	,	,	PUNCT
cana-2262	28	17	pick	pick	NOUN
cana-2262	28	18	's	's	PART
cana-2262	28	19	disease	disease	NOUN
cana-2262	28	20	(	(	PUNCT
cana-2262	28	21	fronto	fronto	NOUN
cana-2262	28	22	-	-	PUNCT
cana-2262	28	23	temporal	temporal	ADJ
cana-2262	28	24	dementia	dementia	NOUN
cana-2262	28	25	)	)	PUNCT
cana-2262	28	26	,	,	PUNCT
cana-2262	28	27	dementia	dementia	NOUN
cana-2262	28	28	,	,	PUNCT
cana-2262	28	29	and	and	CCONJ
cana-2262	28	30	amyotrophic	amyotrophic	ADJ
cana-2262	28	31	lateral	lateral	ADJ
cana-2262	28	32	sclerosis	sclerosis	NOUN
cana-2262	28	33	(	(	PUNCT
cana-2262	28	34	als	als	NOUN
cana-2262	28	35	)	)	PUNCT
cana-2262	28	36	.	.	PUNCT
cana-2262	29	1	in	in	ADP
cana-2262	29	2	the	the	DET
cana-2262	29	3	current	current	ADJ
cana-2262	29	4	research	research	NOUN
cana-2262	29	5	,	,	PUNCT
cana-2262	29	6	the	the	DET
cana-2262	29	7	detection	detection	NOUN
cana-2262	29	8	of	of	ADP
cana-2262	29	9	brain	brain	NOUN
cana-2262	29	10	tumor	tumor	NOUN
cana-2262	29	11	and	and	CCONJ
cana-2262	29	12	brain	brain	NOUN
cana-2262	29	13	stroke	stroke	NOUN
cana-2262	29	14	is	be	AUX
cana-2262	29	15	highlighted	highlight	VERB
cana-2262	29	16	since	since	SCONJ
cana-2262	29	17	it	it	PRON
cana-2262	29	18	happens	happen	VERB
cana-2262	29	19	regularly	regularly	ADV
cana-2262	29	20	at	at	ADP
cana-2262	29	21	all	all	DET
cana-2262	29	22	ages	age	NOUN
cana-2262	29	23	,	,	PUNCT
cana-2262	29	24	in	in	ADP
cana-2262	29	25	which	which	PRON
cana-2262	29	26	cad	cad	PROPN
cana-2262	29	27	shows	show	VERB
cana-2262	29	28	a	a	DET
cana-2262	29	29	substantial	substantial	ADJ
cana-2262	29	30	role	role	NOUN
cana-2262	30	1	[	[	X
cana-2262	30	2	17	17	NUM
cana-2262	30	3	]	]	PUNCT
cana-2262	30	4	.	.	PUNCT
cana-2262	31	1	figure	figure	NOUN
cana-2262	31	2	1	1	NUM
cana-2262	31	3	:	:	PUNCT
cana-2262	31	4	general	general	ADJ
cana-2262	31	5	architecture	architecture	NOUN
cana-2262	31	6	of	of	ADP
cana-2262	31	7	cad	cad	PROPN
cana-2262	31	8	the	the	DET
cana-2262	31	9	paper	paper	NOUN
cana-2262	31	10	is	be	AUX
cana-2262	31	11	organized	organize	VERB
cana-2262	31	12	by	by	ADP
cana-2262	31	13	:	:	PUNCT
cana-2262	31	14	in	in	ADP
cana-2262	31	15	section	section	NOUN
cana-2262	31	16	2	2	NUM
cana-2262	31	17	discusses	discuss	VERB
cana-2262	31	18	cad	cad	PROPN
cana-2262	31	19	model	model	NOUN
cana-2262	31	20	,	,	PUNCT
cana-2262	31	21	in	in	ADP
cana-2262	31	22	addition	addition	NOUN
cana-2262	31	23	to	to	ADP
cana-2262	31	24	the	the	DET
cana-2262	31	25	importance	importance	NOUN
cana-2262	31	26	of	of	ADP
cana-2262	31	27	earlier	early	ADJ
cana-2262	31	28	detection	detection	NOUN
cana-2262	31	29	of	of	ADP
cana-2262	31	30	brain	brain	NOUN
cana-2262	31	31	tumor	tumor	NOUN
cana-2262	31	32	and	and	CCONJ
cana-2262	31	33	stroke	stroke	NOUN
cana-2262	31	34	and	and	CCONJ
cana-2262	31	35	accurate	accurate	ADJ
cana-2262	31	36	prediction	prediction	NOUN
cana-2262	31	37	of	of	ADP
cana-2262	31	38	stroke	stroke	NOUN
cana-2262	31	39	and	and	CCONJ
cana-2262	31	40	brain	brain	NOUN
cana-2262	31	41	tumor	tumor	NOUN
cana-2262	31	42	based	base	VERB
cana-2262	31	43	on	on	ADP
cana-2262	31	44	the	the	DET
cana-2262	31	45	cad	cad	PROPN
cana-2262	31	46	model	model	NOUN
cana-2262	31	47	;	;	PUNCT
cana-2262	31	48	next	next	ADP
cana-2262	31	49	the	the	DET
cana-2262	31	50	section	section	NOUN
cana-2262	31	51	3	3	NUM
cana-2262	31	52	portrays	portray	VERB
cana-2262	31	53	the	the	DET
cana-2262	31	54	segmented	segment	VERB
cana-2262	31	55	image	image	NOUN
cana-2262	31	56	and	and	CCONJ
cana-2262	31	57	image	image	NOUN
cana-2262	31	58	classification	classification	NOUN
cana-2262	31	59	to	to	PART
cana-2262	31	60	classify	classify	VERB
cana-2262	31	61	ct	ct	NUM
cana-2262	31	62	tumor	tumor	NOUN
cana-2262	31	63	and	and	CCONJ
cana-2262	31	64	stroke	stroke	NOUN
cana-2262	31	65	.	.	PUNCT
cana-2262	32	1	;	;	PUNCT
cana-2262	32	2	the	the	DET
cana-2262	32	3	performance	performance	NOUN
cana-2262	32	4	study	study	NOUN
cana-2262	32	5	is	be	AUX
cana-2262	32	6	made	make	VERB
cana-2262	32	7	to	to	PART
cana-2262	32	8	prove	prove	VERB
cana-2262	32	9	the	the	DET
cana-2262	32	10	efficiency	efficiency	NOUN
cana-2262	32	11	of	of	ADP
cana-2262	32	12	the	the	DET
cana-2262	32	13	proposed	propose	VERB
cana-2262	32	14	technique	technique	NOUN
cana-2262	32	15	is	be	AUX
cana-2262	32	16	section	section	NOUN
cana-2262	32	17	4	4	NUM
cana-2262	32	18	and	and	CCONJ
cana-2262	32	19	section	section	NOUN
cana-2262	32	20	5	5	NUM
cana-2262	32	21	presents	present	VERB
cana-2262	32	22	the	the	DET
cana-2262	32	23	conclusion	conclusion	NOUN
cana-2262	32	24	and	and	CCONJ
cana-2262	32	25	suggestions	suggestion	NOUN
cana-2262	32	26	for	for	ADP
cana-2262	32	27	future	future	ADJ
cana-2262	32	28	research[16	research[16	NOUN
cana-2262	32	29	]	]	X
cana-2262	32	30	.	.	PUNCT
cana-2262	33	1	2	2	X
cana-2262	33	2	.	.	X
cana-2262	33	3	overview	overview	NOUN
cana-2262	33	4	of	of	ADP
cana-2262	33	5	human	human	ADJ
cana-2262	33	6	brain	brain	NOUN
cana-2262	33	7	and	and	CCONJ
cana-2262	33	8	brain	brain	NOUN
cana-2262	33	9	stroke	stroke	NOUN
cana-2262	33	10	every	every	DET
cana-2262	33	11	bodily	bodily	ADJ
cana-2262	33	12	function	function	NOUN
cana-2262	33	13	is	be	AUX
cana-2262	33	14	managed	manage	VERB
cana-2262	33	15	by	by	ADP
cana-2262	33	16	the	the	DET
cana-2262	33	17	brain	brain	NOUN
cana-2262	33	18	.	.	PUNCT
cana-2262	34	1	it	it	PRON
cana-2262	34	2	consists	consist	VERB
cana-2262	34	3	of	of	ADP
cana-2262	34	4	the	the	DET
cana-2262	34	5	cerebellum	cerebellum	ADJ
cana-2262	34	6	,	,	PUNCT
cana-2262	34	7	brainstem	brainstem	NOUN
cana-2262	34	8	,	,	PUNCT
cana-2262	34	9	and	and	CCONJ
cana-2262	34	10	cerebrum	cerebrum	NOUN
cana-2262	34	11	.	.	PUNCT
cana-2262	35	1	furthermore	furthermore	ADV
cana-2262	35	2	,	,	PUNCT
cana-2262	35	3	a	a	DET
cana-2262	35	4	cranium	cranium	NOUN
cana-2262	35	5	composed	compose	VERB
cana-2262	35	6	of	of	ADP
cana-2262	35	7	cerebrospinal	cerebrospinal	ADJ
cana-2262	35	8	fluid	fluid	NOUN
cana-2262	35	9	,	,	PUNCT
cana-2262	35	10	white	white	ADJ
cana-2262	35	11	matter	matter	NOUN
cana-2262	35	12	,	,	PUNCT
cana-2262	35	13	and	and	CCONJ
cana-2262	35	14	grey	grey	ADJ
cana-2262	35	15	matter	matter	NOUN
cana-2262	35	16	surrounds	surround	VERB
cana-2262	35	17	it	it	PRON
cana-2262	35	18	.	.	PUNCT
cana-2262	36	1	ageing	age	VERB
cana-2262	36	2	,	,	PUNCT
cana-2262	36	3	neurodegenerative	neurodegenerative	ADJ
cana-2262	36	4	diseases	disease	NOUN
cana-2262	36	5	,	,	PUNCT
cana-2262	36	6	and	and	CCONJ
cana-2262	36	7	psychiatric	psychiatric	ADJ
cana-2262	36	8	illnesses	illness	NOUN
cana-2262	36	9	are	be	AUX
cana-2262	36	10	frequently	frequently	ADV
cana-2262	36	11	linked	link	VERB
cana-2262	36	12	to	to	ADP
cana-2262	36	13	structural	structural	ADJ
cana-2262	36	14	alterations	alteration	NOUN
cana-2262	36	15	in	in	ADP
cana-2262	36	16	the	the	DET
cana-2262	36	17	brain	brain	NOUN
cana-2262	36	18	(	(	PUNCT
cana-2262	36	19	gudigar	gudigar	NOUN
cana-2262	36	20	et	et	PROPN
cana-2262	36	21	al	al	PROPN
cana-2262	36	22	.	.	PROPN
cana-2262	36	23	2019	2019	NUM
cana-2262	36	24	)	)	PUNCT
cana-2262	37	1	[	[	X
cana-2262	37	2	5	5	NUM
cana-2262	37	3	]	]	PUNCT
cana-2262	37	4	.	.	PUNCT
cana-2262	38	1	any	any	DET
cana-2262	38	2	aberrant	aberrant	ADJ
cana-2262	38	3	alteration	alteration	NOUN
cana-2262	38	4	in	in	ADP
cana-2262	38	5	the	the	DET
cana-2262	38	6	structure	structure	NOUN
cana-2262	38	7	,	,	PUNCT
cana-2262	38	8	function	function	NOUN
cana-2262	38	9	,	,	PUNCT
cana-2262	38	10	or	or	CCONJ
cana-2262	38	11	metabolic	metabolic	NOUN
cana-2262	38	12	levels	level	NOUN
cana-2262	38	13	of	of	ADP
cana-2262	38	14	the	the	DET
cana-2262	38	15	brain	brain	NOUN
cana-2262	38	16	is	be	AUX
cana-2262	38	17	referred	refer	VERB
cana-2262	38	18	to	to	ADP
cana-2262	38	19	as	as	ADP
cana-2262	38	20	a	a	DET
cana-2262	38	21	brain	brain	NOUN
cana-2262	38	22	irregularity	irregularity	NOUN
cana-2262	38	23	.	.	PUNCT
cana-2262	39	1	the	the	DET
cana-2262	39	2	most	most	ADV
cana-2262	39	3	prevalent	prevalent	ADJ
cana-2262	39	4	brain	brain	NOUN
cana-2262	39	5	abnormalities	abnormality	NOUN
cana-2262	39	6	are	be	AUX
cana-2262	39	7	tumours	tumours	ADJ
cana-2262	39	8	,	,	PUNCT
cana-2262	39	9	alzheimer	alzheimer	PROPN
cana-2262	39	10	's	's	PART
cana-2262	39	11	disease	disease	NOUN
cana-2262	39	12	,	,	PUNCT
cana-2262	39	13	cerebellar	cerebellar	ADJ
cana-2262	39	14	problem	problem	NOUN
cana-2262	39	15	,	,	PUNCT
cana-2262	39	16	dementia	dementia	NOUN
cana-2262	39	17	,	,	PUNCT
cana-2262	39	18	concussions	concussion	NOUN
cana-2262	39	19	,	,	PUNCT
cana-2262	39	20	degenerative	degenerative	ADJ
cana-2262	39	21	nerve	nerve	NOUN
cana-2262	39	22	illnesses	illness	NOUN
cana-2262	39	23	,	,	PUNCT
cana-2262	39	24	and	and	CCONJ
cana-2262	39	25	strokes.brain	strokes.brain	NUM
cana-2262	39	26	stroke	stroke	NOUN
cana-2262	39	27	is	be	AUX
cana-2262	39	28	characterised	characterise	VERB
cana-2262	39	29	as	as	ADP
cana-2262	39	30	a	a	DET
cana-2262	39	31	type	type	NOUN
cana-2262	39	32	of	of	ADP
cana-2262	39	33	brain	brain	NOUN
cana-2262	39	34	assault	assault	NOUN
cana-2262	39	35	that	that	PRON
cana-2262	39	36	happens	happen	VERB
cana-2262	39	37	when	when	SCONJ
cana-2262	39	38	a	a	DET
cana-2262	39	39	blood	blood	NOUN
cana-2262	39	40	vessel	vessel	NOUN
cana-2262	39	41	bursts	burst	NOUN
cana-2262	39	42	,	,	PUNCT
cana-2262	39	43	bleeds	bleed	VERB
cana-2262	39	44	,	,	PUNCT
cana-2262	39	45	or	or	CCONJ
cana-2262	39	46	becomes	becomes	AUX
cana-2262	39	47	obstructed	obstruct	VERB
cana-2262	39	48	,	,	PUNCT
cana-2262	39	49	resulting	result	VERB
cana-2262	39	50	in	in	ADP
cana-2262	39	51	a	a	DET
cana-2262	39	52	low	low	ADJ
cana-2262	39	53	oxygen	oxygen	NOUN
cana-2262	39	54	level	level	NOUN
cana-2262	39	55	in	in	ADP
cana-2262	39	56	the	the	DET
cana-2262	39	57	blood	blood	NOUN
cana-2262	39	58	.	.	PUNCT
cana-2262	40	1	high	high	ADJ
cana-2262	40	2	blood	blood	NOUN
cana-2262	40	3	pressure	pressure	NOUN
cana-2262	40	4	,	,	PUNCT
cana-2262	40	5	smoking	smoking	NOUN
cana-2262	40	6	,	,	PUNCT
cana-2262	40	7	tobacco	tobacco	NOUN
cana-2262	40	8	use	use	NOUN
cana-2262	40	9	,	,	PUNCT
cana-2262	40	10	heart	heart	NOUN
cana-2262	40	11	disease	disease	NOUN
cana-2262	40	12	,	,	PUNCT
cana-2262	40	13	diabetes	diabetes	NOUN
cana-2262	40	14	,	,	PUNCT
cana-2262	40	15	being	be	AUX
cana-2262	40	16	overweight	overweight	ADJ
cana-2262	40	17	,	,	PUNCT
cana-2262	40	18	taking	take	VERB
cana-2262	40	19	drugs	drug	NOUN
cana-2262	40	20	,	,	PUNCT
cana-2262	40	21	and	and	CCONJ
cana-2262	40	22	other	other	ADJ
cana-2262	40	23	factors	factor	NOUN
cana-2262	40	24	are	be	AUX
cana-2262	40	25	the	the	DET
cana-2262	40	26	leading	lead	VERB
cana-2262	40	27	causes	cause	NOUN
cana-2262	40	28	of	of	ADP
cana-2262	40	29	stroke	stroke	NOUN
cana-2262	40	30	[	[	X
cana-2262	40	31	18	18	NUM
cana-2262	40	32	]	]	PUNCT
cana-2262	40	33	.	.	PUNCT
cana-2262	41	1	according	accord	VERB
cana-2262	41	2	to	to	ADP
cana-2262	41	3	current	current	ADJ
cana-2262	41	4	research	research	NOUN
cana-2262	41	5	,	,	PUNCT
cana-2262	41	6	brain	brain	NOUN
cana-2262	41	7	strokes	stroke	NOUN
cana-2262	41	8	are	be	AUX
cana-2262	41	9	a	a	DET
cana-2262	41	10	rare	rare	ADJ
cana-2262	41	11	severe	severe	ADJ
cana-2262	41	12	problem	problem	NOUN
cana-2262	41	13	that	that	PRON
cana-2262	41	14	affect	affect	VERB
cana-2262	41	15	people	people	NOUN
cana-2262	41	16	in	in	ADP
cana-2262	41	17	india	india	PROPN
cana-2262	41	18	and	and	CCONJ
cana-2262	41	19	can	can	AUX
cana-2262	41	20	potentially	potentially	ADV
cana-2262	41	21	result	result	VERB
cana-2262	41	22	in	in	ADP
cana-2262	41	23	death	death	NOUN
cana-2262	41	24	and	and	CCONJ
cana-2262	41	25	disability	disability	NOUN
cana-2262	41	26	[	[	X
cana-2262	41	27	8	8	NUM
cana-2262	41	28	]	]	PUNCT
cana-2262	41	29	.	.	PUNCT
cana-2262	42	1	a	a	DET
cana-2262	42	2	severe	severe	ADJ
cana-2262	42	3	headache	headache	NOUN
cana-2262	42	4	that	that	PRON
cana-2262	42	5	is	be	AUX
cana-2262	42	6	out	out	ADP
cana-2262	42	7	of	of	ADP
cana-2262	42	8	the	the	DET
cana-2262	42	9	ordinary	ordinary	ADJ
cana-2262	42	10	,	,	PUNCT
cana-2262	42	11	difficulty	difficulty	NOUN
cana-2262	42	12	speaking	speak	VERB
cana-2262	42	13	or	or	CCONJ
cana-2262	42	14	understanding	understanding	NOUN
cana-2262	42	15	,	,	PUNCT
cana-2262	42	16	dizziness	dizziness	NOUN
cana-2262	42	17	,	,	PUNCT
cana-2262	42	18	loss	loss	NOUN
cana-2262	42	19	of	of	ADP
cana-2262	42	20	balance	balance	NOUN
cana-2262	42	21	or	or	CCONJ
cana-2262	42	22	coordination	coordination	NOUN
cana-2262	42	23	,	,	PUNCT
cana-2262	42	24	abrupt	abrupt	ADJ
cana-2262	42	25	confusion	confusion	NOUN
cana-2262	42	26	,	,	PUNCT
cana-2262	42	27	paralysis	paralysis	NOUN
cana-2262	42	28	or	or	CCONJ
cana-2262	42	29	numbness	numbness	NOUN
cana-2262	42	30	in	in	ADP
cana-2262	42	31	the	the	DET
cana-2262	42	32	face	face	NOUN
cana-2262	42	33	,	,	PUNCT
cana-2262	42	34	arm	arm	NOUN
cana-2262	42	35	,	,	PUNCT
cana-2262	42	36	communications	communication	NOUN
cana-2262	42	37	on	on	ADP
cana-2262	42	38	applied	apply	VERB
cana-2262	42	39	nonlinear	nonlinear	ADJ
cana-2262	42	40	analysis	analysis	NOUN
cana-2262	42	41	issn	issn	NOUN
cana-2262	42	42	:	:	PUNCT
cana-2262	42	43	1074	1074	NUM
cana-2262	42	44	-	-	PUNCT
cana-2262	42	45	133x	133x	NUM
cana-2262	42	46	vol	vol	NOUN
cana-2262	42	47	32	32	NUM
cana-2262	42	48	no	no	NOUN
cana-2262	42	49	.	.	PUNCT
cana-2262	43	1	2s	2s	NUM
cana-2262	43	2	(	(	PUNCT
cana-2262	43	3	2025	2025	NUM
cana-2262	43	4	)	)	PUNCT
cana-2262	43	5	167	167	NUM
cana-2262	43	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-2262	43	7	or	or	CCONJ
cana-2262	43	8	leg	leg	NOUN
cana-2262	43	9	,	,	PUNCT
cana-2262	43	10	and	and	CCONJ
cana-2262	43	11	difficulty	difficulty	NOUN
cana-2262	43	12	seeing	see	VERB
cana-2262	43	13	in	in	ADP
cana-2262	43	14	one	one	NUM
cana-2262	43	15	or	or	CCONJ
cana-2262	43	16	both	both	PRON
cana-2262	43	17	eyes	eye	NOUN
cana-2262	43	18	are	be	AUX
cana-2262	43	19	among	among	ADP
cana-2262	43	20	the	the	DET
cana-2262	43	21	few	few	ADJ
cana-2262	43	22	signs	sign	NOUN
cana-2262	43	23	of	of	ADP
cana-2262	43	24	a	a	DET
cana-2262	43	25	stroke	stroke	NOUN
cana-2262	43	26	.	.	PUNCT
cana-2262	44	1	the	the	DET
cana-2262	44	2	visual	visual	ADJ
cana-2262	44	3	examination	examination	NOUN
cana-2262	44	4	of	of	ADP
cana-2262	44	5	medical	medical	ADJ
cana-2262	44	6	images	image	NOUN
cana-2262	44	7	is	be	AUX
cana-2262	44	8	done	do	VERB
cana-2262	44	9	for	for	ADP
cana-2262	44	10	recognising	recognise	VERB
cana-2262	44	11	different	different	ADJ
cana-2262	44	12	forms	form	NOUN
cana-2262	44	13	of	of	ADP
cana-2262	44	14	nodule	nodule	ADJ
cana-2262	44	15	growth	growth	NOUN
cana-2262	44	16	in	in	ADP
cana-2262	44	17	the	the	DET
cana-2262	44	18	body	body	NOUN
cana-2262	44	19	by	by	ADP
cana-2262	44	20	the	the	DET
cana-2262	44	21	conventional	conventional	ADJ
cana-2262	44	22	diagnosis	diagnosis	NOUN
cana-2262	44	23	,	,	PUNCT
cana-2262	44	24	but	but	CCONJ
cana-2262	44	25	the	the	DET
cana-2262	44	26	manual	manual	ADJ
cana-2262	44	27	diagnosis	diagnosis	NOUN
cana-2262	44	28	is	be	AUX
cana-2262	44	29	hard	hard	ADJ
cana-2262	44	30	because	because	SCONJ
cana-2262	44	31	of	of	ADP
cana-2262	44	32	vast	vast	ADJ
cana-2262	44	33	medical	medical	ADJ
cana-2262	44	34	image	image	NOUN
cana-2262	44	35	data	datum	NOUN
cana-2262	45	1	[	[	X
cana-2262	45	2	4	4	NUM
cana-2262	45	3	]	]	PUNCT
cana-2262	45	4	.	.	PUNCT
cana-2262	46	1	furthermore	furthermore	ADV
cana-2262	46	2	,	,	PUNCT
cana-2262	46	3	detecting	detect	VERB
cana-2262	46	4	it	it	PRON
cana-2262	46	5	is	be	AUX
cana-2262	46	6	very	very	ADV
cana-2262	46	7	subjective	subjective	ADJ
cana-2262	46	8	due	due	ADJ
cana-2262	46	9	to	to	ADP
cana-2262	46	10	interviewer	interviewer	ADJ
cana-2262	46	11	variability	variability	NOUN
cana-2262	46	12	[	[	X
cana-2262	46	13	6	6	NUM
cana-2262	46	14	]	]	X
cana-2262	46	15	[	[	X
cana-2262	46	16	7	7	NUM
cana-2262	46	17	]	]	PUNCT
cana-2262	46	18	.	.	PUNCT
cana-2262	47	1	in	in	ADP
cana-2262	47	2	order	order	NOUN
cana-2262	47	3	to	to	PART
cana-2262	47	4	address	address	VERB
cana-2262	47	5	this	this	DET
cana-2262	47	6	problem	problem	NOUN
cana-2262	47	7	,	,	PUNCT
cana-2262	47	8	the	the	DET
cana-2262	47	9	computer	computer	NOUN
cana-2262	47	10	aided	aid	VERB
cana-2262	47	11	diagnosis	diagnosis	NOUN
cana-2262	47	12	(	(	PUNCT
cana-2262	47	13	cad	cad	NOUN
cana-2262	47	14	)	)	PUNCT
cana-2262	47	15	system	system	NOUN
cana-2262	47	16	was	be	AUX
cana-2262	47	17	developed	develop	VERB
cana-2262	47	18	.	.	PUNCT
cana-2262	48	1	it	it	PRON
cana-2262	48	2	helps	help	VERB
cana-2262	48	3	radiologists	radiologist	NOUN
cana-2262	48	4	diagnose	diagnose	VERB
cana-2262	48	5	a	a	DET
cana-2262	48	6	variety	variety	NOUN
cana-2262	48	7	of	of	ADP
cana-2262	48	8	conditions	condition	NOUN
cana-2262	48	9	,	,	PUNCT
cana-2262	48	10	including	include	VERB
cana-2262	48	11	congenital	congenital	ADJ
cana-2262	48	12	heart	heart	NOUN
cana-2262	48	13	defects	defect	NOUN
cana-2262	48	14	,	,	PUNCT
cana-2262	48	15	coronary	coronary	ADJ
cana-2262	48	16	heart	heart	NOUN
cana-2262	48	17	disease	disease	NOUN
cana-2262	48	18	,	,	PUNCT
cana-2262	48	19	breast	breast	NOUN
cana-2262	48	20	cancer	cancer	NOUN
cana-2262	48	21	,	,	PUNCT
cana-2262	48	22	colon	colon	NOUN
cana-2262	48	23	cancer	cancer	NOUN
cana-2262	48	24	,	,	PUNCT
cana-2262	48	25	bronchial	bronchial	ADJ
cana-2262	48	26	carcinoma	carcinoma	NOUN
cana-2262	48	27	,	,	PUNCT
cana-2262	48	28	pathological	pathological	ADJ
cana-2262	48	29	brain	brain	NOUN
cana-2262	48	30	detection	detection	NOUN
cana-2262	48	31	,	,	PUNCT
cana-2262	48	32	alzheimer	alzheimer	PROPN
cana-2262	48	33	's	's	PART
cana-2262	48	34	disease	disease	NOUN
cana-2262	48	35	,	,	PUNCT
cana-2262	48	36	diabetic	diabetic	ADJ
cana-2262	48	37	retinopathy	retinopathy	NOUN
cana-2262	48	38	,	,	PUNCT
cana-2262	48	39	and	and	CCONJ
cana-2262	48	40	so	so	ADV
cana-2262	48	41	forth	forth	ADV
cana-2262	48	42	.	.	PUNCT
cana-2262	49	1	the	the	DET
cana-2262	49	2	primary	primary	ADJ
cana-2262	49	3	goal	goal	NOUN
cana-2262	49	4	of	of	ADP
cana-2262	49	5	the	the	DET
cana-2262	49	6	cad	cad	NOUN
cana-2262	49	7	system	system	NOUN
cana-2262	49	8	is	be	AUX
cana-2262	49	9	to	to	PART
cana-2262	49	10	spot	spot	VERB
cana-2262	49	11	suspicious	suspicious	ADJ
cana-2262	49	12	indicators	indicator	NOUN
cana-2262	49	13	early	early	ADV
cana-2262	49	14	on	on	ADP
cana-2262	49	15	that	that	PRON
cana-2262	49	16	human	human	ADJ
cana-2262	49	17	experts	expert	NOUN
cana-2262	49	18	miss	miss	VERB
cana-2262	49	19	,	,	PUNCT
cana-2262	49	20	which	which	PRON
cana-2262	49	21	lowers	lower	VERB
cana-2262	49	22	the	the	DET
cana-2262	49	23	likelihood	likelihood	NOUN
cana-2262	49	24	of	of	ADP
cana-2262	49	25	incorrect	incorrect	ADJ
cana-2262	49	26	predictions	prediction	NOUN
cana-2262	49	27	made	make	VERB
cana-2262	49	28	by	by	ADP
cana-2262	49	29	surgeons	surgeon	NOUN
cana-2262	49	30	when	when	SCONJ
cana-2262	49	31	interpreting	interpret	VERB
cana-2262	49	32	medical	medical	ADJ
cana-2262	49	33	images	image	NOUN
cana-2262	49	34	(	(	PUNCT
cana-2262	49	35	juri	juri	NOUN
cana-2262	49	36	and	and	CCONJ
cana-2262	49	37	triantaphyllou	triantaphyllou	ADJ
cana-2262	49	38	2019	2019	NUM
cana-2262	49	39	)	)	PUNCT
cana-2262	50	1	[	[	X
cana-2262	50	2	19	19	NUM
cana-2262	50	3	]	]	PUNCT
cana-2262	50	4	.	.	PUNCT
cana-2262	51	1	these	these	DET
cana-2262	51	2	days	day	NOUN
cana-2262	51	3	,	,	PUNCT
cana-2262	51	4	computer	computer	NOUN
cana-2262	51	5	-	-	PUNCT
cana-2262	51	6	aided	aid	VERB
cana-2262	51	7	design	design	NOUN
cana-2262	51	8	(	(	PUNCT
cana-2262	51	9	cad	cad	NOUN
cana-2262	51	10	)	)	PUNCT
cana-2262	51	11	is	be	AUX
cana-2262	51	12	frequently	frequently	ADV
cana-2262	51	13	employed	employ	VERB
cana-2262	51	14	in	in	ADP
cana-2262	51	15	medical	medical	ADJ
cana-2262	51	16	applications	application	NOUN
cana-2262	51	17	including	include	VERB
cana-2262	51	18	genetic	genetic	ADJ
cana-2262	51	19	engineering	engineering	NOUN
cana-2262	51	20	,	,	PUNCT
cana-2262	51	21	customised	customise	VERB
cana-2262	51	22	organ	organ	NOUN
cana-2262	51	23	transplants	transplant	NOUN
cana-2262	51	24	,	,	PUNCT
cana-2262	51	25	artificial	artificial	ADJ
cana-2262	51	26	joint	joint	ADJ
cana-2262	51	27	repair	repair	NOUN
cana-2262	51	28	,	,	PUNCT
cana-2262	51	29	and	and	CCONJ
cana-2262	51	30	robotic	robotic	ADJ
cana-2262	51	31	surgery	surgery	NOUN
cana-2262	51	32	[	[	X
cana-2262	51	33	12	12	NUM
cana-2262	51	34	]	]	PUNCT
cana-2262	51	35	.	.	PUNCT
cana-2262	52	1	the	the	DET
cana-2262	52	2	purpose	purpose	NOUN
cana-2262	52	3	of	of	ADP
cana-2262	52	4	the	the	DET
cana-2262	52	5	cad	cad	NOUN
cana-2262	52	6	system	system	NOUN
cana-2262	52	7	in	in	ADP
cana-2262	52	8	pathology	pathology	NOUN
cana-2262	52	9	detection	detection	NOUN
cana-2262	52	10	is	be	AUX
cana-2262	52	11	to	to	PART
cana-2262	52	12	improve	improve	VERB
cana-2262	52	13	radiologists	radiologist	NOUN
cana-2262	52	14	'	'	PART
cana-2262	52	15	performance	performance	NOUN
cana-2262	52	16	by	by	ADP
cana-2262	52	17	cost	cost	NOUN
cana-2262	52	18	-	-	PUNCT
cana-2262	52	19	effectively	effectively	ADV
cana-2262	52	20	raising	raise	VERB
cana-2262	52	21	the	the	DET
cana-2262	52	22	sensitivity	sensitivity	NOUN
cana-2262	52	23	rate	rate	NOUN
cana-2262	52	24	.	.	PUNCT
cana-2262	53	1	the	the	DET
cana-2262	53	2	four	four	NUM
cana-2262	53	3	primary	primary	ADJ
cana-2262	53	4	modules	module	NOUN
cana-2262	53	5	of	of	ADP
cana-2262	53	6	a	a	DET
cana-2262	53	7	computer	computer	NOUN
cana-2262	53	8	-	-	PUNCT
cana-2262	53	9	aided	aid	VERB
cana-2262	53	10	diagnosis	diagnosis	NOUN
cana-2262	53	11	system	system	NOUN
cana-2262	53	12	are	be	AUX
cana-2262	53	13	typically	typically	ADV
cana-2262	53	14	picture	picture	VERB
cana-2262	53	15	pre	pre	ADJ
cana-2262	53	16	-	-	ADJ
cana-2262	53	17	processing	processing	ADJ
cana-2262	53	18	,	,	PUNCT
cana-2262	53	19	segmentation	segmentation	NOUN
cana-2262	53	20	of	of	ADP
cana-2262	53	21	the	the	DET
cana-2262	53	22	target	target	NOUN
cana-2262	53	23	region	region	NOUN
cana-2262	53	24	of	of	ADP
cana-2262	53	25	interest	interest	NOUN
cana-2262	53	26	(	(	PUNCT
cana-2262	53	27	roi	roi	NOUN
cana-2262	53	28	)	)	PUNCT
cana-2262	53	29	,	,	PUNCT
cana-2262	53	30	feature	feature	NOUN
cana-2262	53	31	extraction	extraction	NOUN
cana-2262	53	32	and	and	CCONJ
cana-2262	53	33	selection	selection	NOUN
cana-2262	53	34	,	,	PUNCT
cana-2262	53	35	and	and	CCONJ
cana-2262	53	36	classification	classification	NOUN
cana-2262	53	37	of	of	ADP
cana-2262	53	38	the	the	DET
cana-2262	53	39	selected	select	VERB
cana-2262	53	40	roi	roi	NOUN
cana-2262	54	1	[	[	X
cana-2262	54	2	2	2	NUM
cana-2262	54	3	]	]	X
cana-2262	54	4	[	[	X
cana-2262	54	5	9	9	NUM
cana-2262	54	6	]	]	X
cana-2262	55	1	[	[	X
cana-2262	55	2	10	10	NUM
cana-2262	55	3	]	]	PUNCT
cana-2262	55	4	.	.	PUNCT
cana-2262	56	1	2.1	2.1	NUM
cana-2262	56	2	.	.	PUNCT
cana-2262	57	1	problem	problem	NOUN
cana-2262	57	2	statement	statement	NOUN
cana-2262	57	3	early	early	ADJ
cana-2262	57	4	identification	identification	NOUN
cana-2262	57	5	of	of	ADP
cana-2262	57	6	brain	brain	NOUN
cana-2262	57	7	tumours	tumour	NOUN
cana-2262	57	8	and	and	CCONJ
cana-2262	57	9	strokes	stroke	NOUN
cana-2262	57	10	is	be	AUX
cana-2262	57	11	essential	essential	ADJ
cana-2262	57	12	for	for	ADP
cana-2262	57	13	effective	effective	ADJ
cana-2262	57	14	therapy	therapy	NOUN
cana-2262	57	15	.	.	PUNCT
cana-2262	58	1	the	the	DET
cana-2262	58	2	damaged	damage	VERB
cana-2262	58	3	area	area	NOUN
cana-2262	58	4	of	of	ADP
cana-2262	58	5	the	the	DET
cana-2262	58	6	brain	brain	NOUN
cana-2262	58	7	may	may	AUX
cana-2262	58	8	be	be	AUX
cana-2262	58	9	clearly	clearly	ADV
cana-2262	58	10	visible	visible	ADJ
cana-2262	58	11	on	on	ADP
cana-2262	58	12	an	an	DET
cana-2262	58	13	mri	mri	NOUN
cana-2262	58	14	scan	scan	NOUN
cana-2262	58	15	,	,	PUNCT
cana-2262	58	16	but	but	CCONJ
cana-2262	58	17	the	the	DET
cana-2262	58	18	tumour	tumour	NOUN
cana-2262	58	19	area	area	NOUN
cana-2262	58	20	's	's	PART
cana-2262	58	21	quantification	quantification	NOUN
cana-2262	58	22	—	—	PUNCT
cana-2262	58	23	which	which	PRON
cana-2262	58	24	would	would	AUX
cana-2262	58	25	improve	improve	VERB
cana-2262	58	26	treatment	treatment	NOUN
cana-2262	58	27	precision	precision	NOUN
cana-2262	58	28	—	—	PUNCT
cana-2262	58	29	is	be	AUX
cana-2262	58	30	not	not	PART
cana-2262	58	31	given	give	VERB
cana-2262	58	32	.	.	PUNCT
cana-2262	59	1	the	the	DET
cana-2262	59	2	primary	primary	ADJ
cana-2262	59	3	drawback	drawback	NOUN
cana-2262	59	4	of	of	ADP
cana-2262	59	5	mri	mri	NOUN
cana-2262	59	6	is	be	AUX
cana-2262	59	7	the	the	DET
cana-2262	59	8	inability	inability	NOUN
cana-2262	59	9	to	to	PART
cana-2262	59	10	detect	detect	VERB
cana-2262	59	11	minute	minute	NOUN
cana-2262	59	12	calcifications	calcification	NOUN
cana-2262	59	13	and	and	CCONJ
cana-2262	59	14	the	the	DET
cana-2262	59	15	incomplete	incomplete	ADJ
cana-2262	59	16	assessment	assessment	NOUN
cana-2262	59	17	of	of	ADP
cana-2262	59	18	the	the	DET
cana-2262	59	19	blood	blood	NOUN
cana-2262	59	20	-	-	PUNCT
cana-2262	59	21	brain	brain	NOUN
cana-2262	59	22	barrier	barrier	NOUN
cana-2262	59	23	.	.	PUNCT
cana-2262	60	1	many	many	ADJ
cana-2262	60	2	techniques	technique	NOUN
cana-2262	60	3	,	,	PUNCT
cana-2262	60	4	including	include	VERB
cana-2262	60	5	image	image	NOUN
cana-2262	60	6	fusion	fusion	NOUN
cana-2262	60	7	,	,	PUNCT
cana-2262	60	8	segmentation	segmentation	NOUN
cana-2262	60	9	,	,	PUNCT
cana-2262	60	10	feature	feature	NOUN
cana-2262	60	11	extraction	extraction	NOUN
cana-2262	60	12	,	,	PUNCT
cana-2262	60	13	and	and	CCONJ
cana-2262	60	14	classification	classification	NOUN
cana-2262	60	15	,	,	PUNCT
cana-2262	60	16	have	have	AUX
cana-2262	60	17	been	be	AUX
cana-2262	60	18	employed	employ	VERB
cana-2262	60	19	thus	thus	ADV
cana-2262	60	20	far	far	ADV
cana-2262	60	21	for	for	ADP
cana-2262	60	22	the	the	DET
cana-2262	60	23	diagnosis	diagnosis	NOUN
cana-2262	60	24	of	of	ADP
cana-2262	60	25	tumours	tumour	NOUN
cana-2262	60	26	and	and	CCONJ
cana-2262	60	27	stroke	stroke	NOUN
cana-2262	60	28	.	.	PUNCT
cana-2262	61	1	a	a	DET
cana-2262	61	2	few	few	ADJ
cana-2262	61	3	cad	cad	NOUN
cana-2262	61	4	-	-	PUNCT
cana-2262	61	5	based	base	VERB
cana-2262	61	6	methods	method	NOUN
cana-2262	61	7	for	for	ADP
cana-2262	61	8	detecting	detect	VERB
cana-2262	61	9	brain	brain	NOUN
cana-2262	61	10	abnormalities	abnormality	NOUN
cana-2262	61	11	have	have	AUX
cana-2262	61	12	been	be	AUX
cana-2262	61	13	found	find	VERB
cana-2262	61	14	to	to	PART
cana-2262	61	15	have	have	VERB
cana-2262	61	16	a	a	DET
cana-2262	61	17	number	number	NOUN
cana-2262	61	18	of	of	ADP
cana-2262	61	19	drawbacks	drawback	NOUN
cana-2262	61	20	,	,	PUNCT
cana-2262	61	21	including	include	VERB
cana-2262	61	22	low	low	ADJ
cana-2262	61	23	accuracy	accuracy	NOUN
cana-2262	61	24	rates	rate	NOUN
cana-2262	61	25	,	,	PUNCT
cana-2262	61	26	computational	computational	ADJ
cana-2262	61	27	time	time	NOUN
cana-2262	61	28	complexity	complexity	NOUN
cana-2262	61	29	,	,	PUNCT
cana-2262	61	30	and	and	CCONJ
cana-2262	61	31	an	an	DET
cana-2262	61	32	inability	inability	NOUN
cana-2262	61	33	to	to	PART
cana-2262	61	34	differentiate	differentiate	VERB
cana-2262	61	35	between	between	ADP
cana-2262	61	36	the	the	DET
cana-2262	61	37	abnormality	abnormality	NOUN
cana-2262	61	38	's	's	PART
cana-2262	61	39	severity	severity	NOUN
cana-2262	61	40	levels	level	NOUN
cana-2262	61	41	.	.	PUNCT
cana-2262	62	1	researchers	researcher	NOUN
cana-2262	62	2	have	have	AUX
cana-2262	62	3	encountered	encounter	VERB
cana-2262	62	4	a	a	DET
cana-2262	62	5	number	number	NOUN
cana-2262	62	6	of	of	ADP
cana-2262	62	7	difficulties	difficulty	NOUN
cana-2262	62	8	when	when	SCONJ
cana-2262	62	9	fusing	fuse	VERB
cana-2262	62	10	multiand	multiand	NOUN
cana-2262	62	11	single	single	ADJ
cana-2262	62	12	-	-	PUNCT
cana-2262	62	13	modal	modal	NOUN
cana-2262	62	14	brain	brain	NOUN
cana-2262	62	15	imaging	imaging	NOUN
cana-2262	62	16	,	,	PUNCT
cana-2262	62	17	including	include	VERB
cana-2262	62	18	the	the	DET
cana-2262	62	19	absence	absence	NOUN
cana-2262	62	20	of	of	ADP
cana-2262	62	21	edge	edge	NOUN
cana-2262	62	22	information	information	NOUN
cana-2262	62	23	,	,	PUNCT
cana-2262	62	24	blurring	blur	VERB
cana-2262	62	25	in	in	ADP
cana-2262	62	26	the	the	DET
cana-2262	62	27	final	final	ADJ
cana-2262	62	28	image	image	NOUN
cana-2262	62	29	,	,	PUNCT
cana-2262	62	30	varying	vary	VERB
cana-2262	62	31	quality	quality	NOUN
cana-2262	62	32	between	between	ADP
cana-2262	62	33	the	the	DET
cana-2262	62	34	photos	photo	NOUN
cana-2262	62	35	,	,	PUNCT
cana-2262	62	36	insufficient	insufficient	ADJ
cana-2262	62	37	numbers	number	NOUN
cana-2262	62	38	of	of	ADP
cana-2262	62	39	images	image	NOUN
cana-2262	62	40	per	per	ADP
cana-2262	62	41	modality	modality	NOUN
cana-2262	62	42	,	,	PUNCT
cana-2262	62	43	a	a	DET
cana-2262	62	44	lack	lack	NOUN
cana-2262	62	45	of	of	ADP
cana-2262	62	46	spatial	spatial	ADJ
cana-2262	62	47	data	datum	NOUN
cana-2262	62	48	,	,	PUNCT
cana-2262	62	49	and	and	CCONJ
cana-2262	62	50	more	more	ADJ
cana-2262	62	51	[	[	X
cana-2262	62	52	14	14	NUM
cana-2262	62	53	]	]	X
cana-2262	63	1	[	[	X
cana-2262	63	2	20	20	NUM
cana-2262	63	3	]	]	PUNCT
cana-2262	63	4	.	.	PUNCT
cana-2262	64	1	the	the	DET
cana-2262	64	2	numerous	numerous	ADJ
cana-2262	64	3	problems	problem	NOUN
cana-2262	64	4	with	with	ADP
cana-2262	64	5	tumour	tumour	NOUN
cana-2262	64	6	and	and	CCONJ
cana-2262	64	7	stroke	stroke	NOUN
cana-2262	64	8	lesion	lesion	NOUN
cana-2262	64	9	segmentation	segmentation	NOUN
cana-2262	64	10	for	for	ADP
cana-2262	64	11	brain	brain	NOUN
cana-2262	64	12	images	image	NOUN
cana-2262	64	13	,	,	PUNCT
cana-2262	64	14	particularly	particularly	ADV
cana-2262	64	15	mri	mri	NOUN
cana-2262	64	16	images	image	NOUN
cana-2262	64	17	,	,	PUNCT
cana-2262	64	18	that	that	PRON
cana-2262	64	19	have	have	AUX
cana-2262	64	20	been	be	AUX
cana-2262	64	21	documented	document	VERB
cana-2262	64	22	in	in	ADP
cana-2262	64	23	the	the	DET
cana-2262	64	24	literature	literature	NOUN
cana-2262	64	25	include	include	VERB
cana-2262	64	26	the	the	DET
cana-2262	64	27	need	need	NOUN
cana-2262	64	28	for	for	ADP
cana-2262	64	29	many	many	ADJ
cana-2262	64	30	iterations	iteration	NOUN
cana-2262	64	31	,	,	PUNCT
cana-2262	64	32	which	which	PRON
cana-2262	64	33	increases	increase	VERB
cana-2262	64	34	computational	computational	ADJ
cana-2262	64	35	time	time	NOUN
cana-2262	64	36	,	,	PUNCT
cana-2262	64	37	the	the	DET
cana-2262	64	38	limitation	limitation	NOUN
cana-2262	64	39	to	to	ADP
cana-2262	64	40	single	single	ADJ
cana-2262	64	41	sequence	sequence	NOUN
cana-2262	64	42	mri	mri	NOUN
cana-2262	64	43	inputs	input	NOUN
cana-2262	64	44	,	,	PUNCT
cana-2262	64	45	decreased	decrease	VERB
cana-2262	64	46	system	system	NOUN
cana-2262	64	47	efficiency	efficiency	NOUN
cana-2262	64	48	,	,	PUNCT
cana-2262	64	49	the	the	DET
cana-2262	64	50	absence	absence	NOUN
cana-2262	64	51	of	of	ADP
cana-2262	64	52	performance	performance	NOUN
cana-2262	64	53	evaluation	evaluation	NOUN
cana-2262	64	54	,	,	PUNCT
cana-2262	64	55	variations	variation	NOUN
cana-2262	64	56	in	in	ADP
cana-2262	64	57	image	image	NOUN
cana-2262	64	58	intensity	intensity	NOUN
cana-2262	64	59	levels	level	NOUN
cana-2262	64	60	,	,	PUNCT
cana-2262	64	61	and	and	CCONJ
cana-2262	64	62	the	the	DET
cana-2262	64	63	absence	absence	NOUN
cana-2262	64	64	of	of	ADP
cana-2262	64	65	edge	edge	NOUN
cana-2262	64	66	information.a	information.a	NOUN
cana-2262	64	67	few	few	ADJ
cana-2262	64	68	other	other	ADJ
cana-2262	64	69	issues	issue	NOUN
cana-2262	64	70	with	with	ADP
cana-2262	64	71	brain	brain	NOUN
cana-2262	64	72	tumor	tumor	NOUN
cana-2262	64	73	/	/	SYM
cana-2262	64	74	stroke	stroke	NOUN
cana-2262	64	75	lesion	lesion	NOUN
cana-2262	64	76	classification	classification	NOUN
cana-2262	64	77	include	include	VERB
cana-2262	64	78	poor	poor	ADJ
cana-2262	64	79	prediction	prediction	NOUN
cana-2262	64	80	quality	quality	NOUN
cana-2262	64	81	,	,	PUNCT
cana-2262	64	82	the	the	DET
cana-2262	64	83	inability	inability	NOUN
cana-2262	64	84	to	to	PART
cana-2262	64	85	classify	classify	VERB
cana-2262	64	86	images	image	NOUN
cana-2262	64	87	with	with	ADP
cana-2262	64	88	multiple	multiple	ADJ
cana-2262	64	89	abnormalities	abnormality	NOUN
cana-2262	64	90	,	,	PUNCT
cana-2262	64	91	computational	computational	ADJ
cana-2262	64	92	time	time	NOUN
cana-2262	64	93	constraints	constraint	NOUN
cana-2262	64	94	due	due	ADJ
cana-2262	64	95	to	to	ADP
cana-2262	64	96	training	train	VERB
cana-2262	64	97	dataset	dataset	NOUN
cana-2262	64	98	size	size	NOUN
cana-2262	64	99	,	,	PUNCT
cana-2262	64	100	and	and	CCONJ
cana-2262	64	101	the	the	DET
cana-2262	64	102	inability	inability	NOUN
cana-2262	64	103	to	to	PART
cana-2262	64	104	classify	classify	VERB
cana-2262	64	105	images	image	NOUN
cana-2262	64	106	with	with	ADP
cana-2262	64	107	different	different	ADJ
cana-2262	64	108	contrast	contrast	NOUN
cana-2262	64	109	resolutions	resolution	NOUN
cana-2262	64	110	.	.	PUNCT
cana-2262	65	1	2.2	2.2	NUM
cana-2262	65	2	.	.	PUNCT
cana-2262	65	3	motivation	motivation	NOUN
cana-2262	65	4	these	these	DET
cana-2262	65	5	days	day	NOUN
cana-2262	65	6	,	,	PUNCT
cana-2262	65	7	identifying	identify	VERB
cana-2262	65	8	brain	brain	NOUN
cana-2262	65	9	tumours	tumour	NOUN
cana-2262	65	10	and	and	CCONJ
cana-2262	65	11	strokes	stroke	NOUN
cana-2262	65	12	is	be	AUX
cana-2262	65	13	a	a	DET
cana-2262	65	14	significant	significant	ADJ
cana-2262	65	15	effort	effort	NOUN
cana-2262	65	16	.	.	PUNCT
cana-2262	66	1	one	one	NUM
cana-2262	66	2	of	of	ADP
cana-2262	66	3	the	the	DET
cana-2262	66	4	most	most	ADV
cana-2262	66	5	difficult	difficult	ADJ
cana-2262	66	6	problems	problem	NOUN
cana-2262	66	7	in	in	ADP
cana-2262	66	8	image	image	NOUN
cana-2262	66	9	segmentation	segmentation	NOUN
cana-2262	66	10	is	be	AUX
cana-2262	66	11	separating	separate	VERB
cana-2262	66	12	the	the	DET
cana-2262	66	13	desired	desire	VERB
cana-2262	66	14	roi	roi	NOUN
cana-2262	66	15	in	in	ADP
cana-2262	66	16	the	the	DET
cana-2262	66	17	photos	photo	NOUN
cana-2262	66	18	without	without	ADP
cana-2262	66	19	losing	lose	VERB
cana-2262	66	20	the	the	DET
cana-2262	66	21	edges	edge	NOUN
cana-2262	66	22	communications	communication	NOUN
cana-2262	66	23	on	on	ADP
cana-2262	66	24	applied	apply	VERB
cana-2262	66	25	nonlinear	nonlinear	ADJ
cana-2262	66	26	analysis	analysis	NOUN
cana-2262	66	27	issn	issn	NOUN
cana-2262	66	28	:	:	PUNCT
cana-2262	66	29	1074	1074	NUM
cana-2262	66	30	-	-	PUNCT
cana-2262	66	31	133x	133x	NUM
cana-2262	66	32	vol	vol	NOUN
cana-2262	66	33	32	32	NUM
cana-2262	66	34	no	no	NOUN
cana-2262	66	35	.	.	PUNCT
cana-2262	67	1	2s	2s	NUM
cana-2262	67	2	(	(	PUNCT
cana-2262	67	3	2025	2025	NUM
cana-2262	67	4	)	)	PUNCT
cana-2262	67	5	168	168	NUM
cana-2262	67	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-2262	67	7	or	or	CCONJ
cana-2262	67	8	the	the	DET
cana-2262	67	9	texture	texture	ADJ
cana-2262	67	10	contrast	contrast	NOUN
cana-2262	67	11	between	between	ADP
cana-2262	67	12	the	the	DET
cana-2262	67	13	roi	roi	NOUN
cana-2262	67	14	and	and	CCONJ
cana-2262	67	15	background	background	NOUN
cana-2262	67	16	.	.	PUNCT
cana-2262	68	1	by	by	ADP
cana-2262	68	2	identifying	identify	VERB
cana-2262	68	3	certain	certain	ADJ
cana-2262	68	4	feature	feature	NOUN
cana-2262	68	5	attributes	attribute	NOUN
cana-2262	68	6	that	that	PRON
cana-2262	68	7	distinguish	distinguish	VERB
cana-2262	68	8	one	one	NUM
cana-2262	68	9	input	input	NOUN
cana-2262	68	10	pattern	pattern	NOUN
cana-2262	68	11	apart	apart	ADV
cana-2262	68	12	from	from	ADP
cana-2262	68	13	another	another	PRON
cana-2262	68	14	,	,	PUNCT
cana-2262	68	15	the	the	DET
cana-2262	68	16	main	main	ADJ
cana-2262	68	17	goal	goal	NOUN
cana-2262	68	18	of	of	ADP
cana-2262	68	19	feature	feature	NOUN
cana-2262	68	20	extraction	extraction	NOUN
cana-2262	68	21	is	be	AUX
cana-2262	68	22	to	to	PART
cana-2262	68	23	minimise	minimise	VERB
cana-2262	68	24	the	the	DET
cana-2262	68	25	original	original	ADJ
cana-2262	68	26	data	datum	NOUN
cana-2262	68	27	set	set	VERB
cana-2262	68	28	.	.	PUNCT
cana-2262	69	1	to	to	PART
cana-2262	69	2	increase	increase	VERB
cana-2262	69	3	classification	classification	NOUN
cana-2262	69	4	accuracy	accuracy	NOUN
cana-2262	69	5	and	and	CCONJ
cana-2262	69	6	reduce	reduce	VERB
cana-2262	69	7	overall	overall	ADJ
cana-2262	69	8	complexity	complexity	NOUN
cana-2262	69	9	,	,	PUNCT
cana-2262	69	10	the	the	DET
cana-2262	69	11	best	good	ADJ
cana-2262	69	12	characteristics	characteristic	NOUN
cana-2262	69	13	must	must	AUX
cana-2262	69	14	be	be	AUX
cana-2262	69	15	gathered	gather	VERB
cana-2262	69	16	after	after	SCONJ
cana-2262	69	17	they	they	PRON
cana-2262	69	18	have	have	AUX
cana-2262	69	19	been	be	AUX
cana-2262	69	20	extracted	extract	VERB
cana-2262	69	21	.	.	PUNCT
cana-2262	70	1	for	for	ADP
cana-2262	70	2	real	real	ADJ
cana-2262	70	3	-	-	PUNCT
cana-2262	70	4	time	time	NOUN
cana-2262	70	5	applications	application	NOUN
cana-2262	70	6	,	,	PUNCT
cana-2262	70	7	automatic	automatic	ADJ
cana-2262	70	8	image	image	NOUN
cana-2262	70	9	categorisation	categorisation	NOUN
cana-2262	70	10	systems	system	NOUN
cana-2262	70	11	with	with	ADP
cana-2262	70	12	a	a	DET
cana-2262	70	13	high	high	ADJ
cana-2262	70	14	rate	rate	NOUN
cana-2262	70	15	of	of	ADP
cana-2262	70	16	precision	precision	NOUN
cana-2262	70	17	are	be	AUX
cana-2262	70	18	necessary	necessary	ADJ
cana-2262	70	19	.	.	PUNCT
cana-2262	71	1	therefore	therefore	ADV
cana-2262	71	2	,	,	PUNCT
cana-2262	71	3	the	the	DET
cana-2262	71	4	primary	primary	ADJ
cana-2262	71	5	objective	objective	NOUN
cana-2262	71	6	of	of	ADP
cana-2262	71	7	the	the	DET
cana-2262	71	8	current	current	ADJ
cana-2262	71	9	study	study	NOUN
cana-2262	71	10	is	be	AUX
cana-2262	71	11	to	to	PART
cana-2262	71	12	:	:	PUNCT
cana-2262	71	13	•	•	ADV
cana-2262	71	14	identifying	identify	VERB
cana-2262	71	15	the	the	DET
cana-2262	71	16	desired	desire	VERB
cana-2262	71	17	roi	roi	NOUN
cana-2262	71	18	by	by	ADP
cana-2262	71	19	suggesting	suggest	VERB
cana-2262	71	20	an	an	DET
cana-2262	71	21	appropriate	appropriate	ADJ
cana-2262	71	22	segmentation	segmentation	NOUN
cana-2262	71	23	algorithm	algorithm	NOUN
cana-2262	71	24	;	;	PUNCT
cana-2262	71	25	•	•	ADP
cana-2262	71	26	introducing	introduce	VERB
cana-2262	71	27	a	a	DET
cana-2262	71	28	preprocessing	preprocessing	NOUN
cana-2262	71	29	algorithm	algorithm	NOUN
cana-2262	71	30	to	to	PART
cana-2262	71	31	denoise	denoise	VERB
cana-2262	71	32	the	the	DET
cana-2262	71	33	image	image	NOUN
cana-2262	71	34	;	;	PUNCT
cana-2262	71	35	•	•	ADP
cana-2262	71	36	identifying	identify	VERB
cana-2262	71	37	the	the	DET
cana-2262	71	38	appropriate	appropriate	ADJ
cana-2262	71	39	feature	feature	NOUN
cana-2262	71	40	extraction	extraction	NOUN
cana-2262	71	41	technique	technique	NOUN
cana-2262	71	42	to	to	PART
cana-2262	71	43	extract	extract	VERB
cana-2262	71	44	the	the	DET
cana-2262	71	45	necessary	necessary	ADJ
cana-2262	71	46	features	feature	NOUN
cana-2262	71	47	from	from	ADP
cana-2262	71	48	the	the	DET
cana-2262	71	49	segmented	segment	VERB
cana-2262	71	50	image	image	NOUN
cana-2262	71	51	;	;	PUNCT
cana-2262	71	52	•	•	ADP
cana-2262	71	53	identifying	identify	VERB
cana-2262	71	54	the	the	DET
cana-2262	71	55	appropriate	appropriate	ADJ
cana-2262	71	56	feature	feature	NOUN
cana-2262	71	57	selection	selection	NOUN
cana-2262	71	58	method	method	NOUN
cana-2262	71	59	to	to	PART
cana-2262	71	60	select	select	VERB
cana-2262	71	61	the	the	DET
cana-2262	71	62	efficient	efficient	ADJ
cana-2262	71	63	features	feature	NOUN
cana-2262	71	64	to	to	PART
cana-2262	71	65	reduce	reduce	VERB
cana-2262	71	66	the	the	DET
cana-2262	71	67	processing	processing	NOUN
cana-2262	71	68	time	time	NOUN
cana-2262	71	69	;	;	PUNCT
cana-2262	71	70	•	•	ADP
cana-2262	71	71	to	to	ADP
cana-2262	71	72	determining	determine	VERB
cana-2262	71	73	the	the	DET
cana-2262	71	74	appropriate	appropriate	ADJ
cana-2262	71	75	classification	classification	NOUN
cana-2262	71	76	algorithm	algorithm	NOUN
cana-2262	71	77	to	to	PART
cana-2262	71	78	detect	detect	VERB
cana-2262	71	79	brain	brain	NOUN
cana-2262	71	80	tumour	tumour	NOUN
cana-2262	71	81	and	and	CCONJ
cana-2262	71	82	stroke	stroke	NOUN
cana-2262	71	83	in	in	ADP
cana-2262	71	84	the	the	DET
cana-2262	71	85	mri	mri	NOUN
cana-2262	71	86	images	image	NOUN
cana-2262	71	87	3	3	NUM
cana-2262	71	88	.	.	PUNCT
cana-2262	71	89	proposed	propose	VERB
cana-2262	71	90	framework	framework	NOUN
cana-2262	71	91	the	the	DET
cana-2262	71	92	study	study	NOUN
cana-2262	71	93	offered	offer	VERB
cana-2262	71	94	image	image	NOUN
cana-2262	71	95	processing	processing	NOUN
cana-2262	71	96	algorithms	algorithm	NOUN
cana-2262	71	97	for	for	ADP
cana-2262	71	98	identifying	identify	VERB
cana-2262	71	99	and	and	CCONJ
cana-2262	71	100	categorising	categorise	VERB
cana-2262	71	101	brain	brain	NOUN
cana-2262	71	102	lesions	lesion	NOUN
cana-2262	71	103	from	from	ADP
cana-2262	71	104	ct	ct	NUM
cana-2262	71	105	images	image	NOUN
cana-2262	71	106	to	to	PART
cana-2262	71	107	diagnose	diagnose	VERB
cana-2262	71	108	brain	brain	NOUN
cana-2262	71	109	disease	disease	NOUN
cana-2262	71	110	with	with	ADP
cana-2262	71	111	conventional	conventional	ADJ
cana-2262	71	112	ct	ct	NOUN
cana-2262	71	113	.	.	PUNCT
cana-2262	72	1	there	there	PRON
cana-2262	72	2	are	be	VERB
cana-2262	72	3	n't	not	PART
cana-2262	72	4	many	many	ADJ
cana-2262	72	5	published	publish	VERB
cana-2262	72	6	studies	study	NOUN
cana-2262	72	7	on	on	ADP
cana-2262	72	8	the	the	DET
cana-2262	72	9	recognition	recognition	NOUN
cana-2262	72	10	and	and	CCONJ
cana-2262	72	11	categorisation	categorisation	NOUN
cana-2262	72	12	of	of	ADP
cana-2262	72	13	brain	brain	NOUN
cana-2262	72	14	stroke	stroke	NOUN
cana-2262	72	15	in	in	ADP
cana-2262	72	16	cat	cat	NOUN
cana-2262	72	17	pictures	picture	NOUN
cana-2262	72	18	.	.	PUNCT
cana-2262	73	1	one	one	NUM
cana-2262	73	2	of	of	ADP
cana-2262	73	3	the	the	DET
cana-2262	73	4	thesis	thesis	NOUN
cana-2262	73	5	's	's	PART
cana-2262	73	6	major	major	ADJ
cana-2262	73	7	contributions	contribution	NOUN
cana-2262	73	8	is	be	AUX
cana-2262	73	9	the	the	DET
cana-2262	73	10	development	development	NOUN
cana-2262	73	11	of	of	ADP
cana-2262	73	12	automated	automate	VERB
cana-2262	73	13	algorithms	algorithm	NOUN
cana-2262	73	14	for	for	ADP
cana-2262	73	15	the	the	DET
cana-2262	73	16	identification	identification	NOUN
cana-2262	73	17	and	and	CCONJ
cana-2262	73	18	classification	classification	NOUN
cana-2262	73	19	of	of	ADP
cana-2262	73	20	stroke	stroke	NOUN
cana-2262	73	21	lesions	lesion	NOUN
cana-2262	73	22	using	use	VERB
cana-2262	73	23	the	the	DET
cana-2262	73	24	rf	rf	NOUN
cana-2262	73	25	classification	classification	NOUN
cana-2262	73	26	scheme	scheme	NOUN
cana-2262	73	27	.	.	PUNCT
cana-2262	74	1	the	the	DET
cana-2262	74	2	methods	method	NOUN
cana-2262	74	3	'	'	PART
cana-2262	74	4	accuracy	accuracy	NOUN
cana-2262	74	5	and	and	CCONJ
cana-2262	74	6	sensitivity	sensitivity	NOUN
cana-2262	74	7	are	be	AUX
cana-2262	74	8	used	use	VERB
cana-2262	74	9	to	to	PART
cana-2262	74	10	compare	compare	VERB
cana-2262	74	11	how	how	SCONJ
cana-2262	74	12	well	well	ADV
cana-2262	74	13	they	they	PRON
cana-2262	74	14	function	function	VERB
cana-2262	74	15	.	.	PUNCT
cana-2262	75	1	automatic	automatic	ADJ
cana-2262	75	2	segmentation	segmentation	NOUN
cana-2262	75	3	has	have	VERB
cana-2262	75	4	the	the	DET
cana-2262	75	5	advantage	advantage	NOUN
cana-2262	75	6	of	of	ADP
cana-2262	75	7	responding	respond	VERB
cana-2262	75	8	rapidly	rapidly	ADV
cana-2262	75	9	to	to	ADP
cana-2262	75	10	brain	brain	NOUN
cana-2262	75	11	region	region	NOUN
cana-2262	75	12	extraction	extraction	NOUN
cana-2262	75	13	.	.	PUNCT
cana-2262	76	1	statistical	statistical	ADJ
cana-2262	76	2	and	and	CCONJ
cana-2262	76	3	physical	physical	ADJ
cana-2262	76	4	parameters	parameter	NOUN
cana-2262	76	5	defining	define	VERB
cana-2262	76	6	the	the	DET
cana-2262	76	7	mean	mean	NOUN
cana-2262	76	8	and	and	CCONJ
cana-2262	76	9	boundary	boundary	NOUN
cana-2262	76	10	are	be	AUX
cana-2262	76	11	integrated	integrate	VERB
cana-2262	76	12	for	for	ADP
cana-2262	76	13	each	each	DET
cana-2262	76	14	type	type	NOUN
cana-2262	76	15	of	of	ADP
cana-2262	76	16	lesion	lesion	NOUN
cana-2262	76	17	.	.	PUNCT
cana-2262	77	1	large	large	ADJ
cana-2262	77	2	stroke	stroke	NOUN
cana-2262	77	3	lesions	lesion	NOUN
cana-2262	77	4	are	be	AUX
cana-2262	77	5	classified	classify	VERB
cana-2262	77	6	using	use	VERB
cana-2262	77	7	a	a	DET
cana-2262	77	8	high	high	ADJ
cana-2262	77	9	-	-	PUNCT
cana-2262	77	10	level	level	NOUN
cana-2262	77	11	machine	machine	NOUN
cana-2262	77	12	learning	learn	VERB
cana-2262	77	13	classifier	classifier	NOUN
cana-2262	77	14	because	because	SCONJ
cana-2262	77	15	it	it	PRON
cana-2262	77	16	provides	provide	VERB
cana-2262	77	17	sufficient	sufficient	ADJ
cana-2262	77	18	details	detail	NOUN
cana-2262	77	19	about	about	ADP
cana-2262	77	20	the	the	DET
cana-2262	77	21	features	feature	NOUN
cana-2262	77	22	and	and	CCONJ
cana-2262	77	23	attributes	attribute	NOUN
cana-2262	77	24	of	of	ADP
cana-2262	77	25	the	the	DET
cana-2262	77	26	lesions.[11	lesions.[11	NOUN
cana-2262	77	27	]	]	PUNCT
cana-2262	77	28	.	.	PUNCT
cana-2262	78	1	figure	figure	NOUN
cana-2262	78	2	2	2	NUM
cana-2262	78	3	:	:	PUNCT
cana-2262	78	4	overall	overall	ADJ
cana-2262	78	5	architecture	architecture	NOUN
cana-2262	78	6	communications	communication	NOUN
cana-2262	78	7	on	on	ADP
cana-2262	78	8	applied	apply	VERB
cana-2262	78	9	nonlinear	nonlinear	ADJ
cana-2262	78	10	analysis	analysis	NOUN
cana-2262	78	11	issn	issn	NOUN
cana-2262	78	12	:	:	PUNCT
cana-2262	78	13	1074	1074	NUM
cana-2262	78	14	-	-	PUNCT
cana-2262	78	15	133x	133x	NUM
cana-2262	78	16	vol	vol	NOUN
cana-2262	78	17	32	32	NUM
cana-2262	78	18	no	no	NOUN
cana-2262	78	19	.	.	PUNCT
cana-2262	79	1	2s	2s	NUM
cana-2262	79	2	(	(	PUNCT
cana-2262	79	3	2025	2025	NUM
cana-2262	79	4	)	)	PUNCT
cana-2262	79	5	169	169	NUM
cana-2262	79	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-2262	79	7	image	image	NOUN
cana-2262	79	8	denoising	denoise	VERB
cana-2262	79	9	image	image	NOUN
cana-2262	79	10	denoising	denoising	NOUN
cana-2262	79	11	is	be	AUX
cana-2262	79	12	the	the	DET
cana-2262	79	13	process	process	NOUN
cana-2262	79	14	of	of	ADP
cana-2262	79	15	restoring	restore	VERB
cana-2262	79	16	image	image	NOUN
cana-2262	79	17	data	datum	NOUN
cana-2262	79	18	that	that	PRON
cana-2262	79	19	has	have	AUX
cana-2262	79	20	been	be	AUX
cana-2262	79	21	impacted	impact	VERB
cana-2262	79	22	by	by	ADP
cana-2262	79	23	noise	noise	NOUN
cana-2262	79	24	.	.	PUNCT
cana-2262	80	1	the	the	DET
cana-2262	80	2	image	image	NOUN
cana-2262	80	3	denoising	denoising	NOUN
cana-2262	80	4	method	method	NOUN
cana-2262	80	5	removes	remove	VERB
cana-2262	80	6	the	the	DET
cana-2262	80	7	noise	noise	NOUN
cana-2262	80	8	or	or	CCONJ
cana-2262	80	9	distortions	distortion	NOUN
cana-2262	80	10	from	from	ADP
cana-2262	80	11	an	an	DET
cana-2262	80	12	image	image	NOUN
cana-2262	80	13	.	.	PUNCT
cana-2262	81	1	since	since	SCONJ
cana-2262	81	2	noise	noise	NOUN
cana-2262	81	3	can	can	AUX
cana-2262	81	4	be	be	AUX
cana-2262	81	5	produced	produce	VERB
cana-2262	81	6	by	by	ADP
cana-2262	81	7	any	any	DET
cana-2262	81	8	kind	kind	NOUN
cana-2262	81	9	of	of	ADP
cana-2262	81	10	disturbance	disturbance	NOUN
cana-2262	81	11	,	,	PUNCT
cana-2262	81	12	noise	noise	NOUN
cana-2262	81	13	acquisition	acquisition	NOUN
cana-2262	81	14	in	in	ADP
cana-2262	81	15	photography	photography	NOUN
cana-2262	81	16	is	be	AUX
cana-2262	81	17	inevitable	inevitable	ADJ
cana-2262	81	18	.	.	PUNCT
cana-2262	82	1	it	it	PRON
cana-2262	82	2	could	could	AUX
cana-2262	82	3	be	be	AUX
cana-2262	82	4	added	add	VERB
cana-2262	82	5	at	at	ADP
cana-2262	82	6	any	any	DET
cana-2262	82	7	point	point	NOUN
cana-2262	82	8	during	during	ADP
cana-2262	82	9	the	the	DET
cana-2262	82	10	processes	process	NOUN
cana-2262	82	11	of	of	ADP
cana-2262	82	12	creating	create	VERB
cana-2262	82	13	the	the	DET
cana-2262	82	14	image	image	NOUN
cana-2262	82	15	,	,	PUNCT
cana-2262	82	16	recording	recording	NOUN
cana-2262	82	17	,	,	PUNCT
cana-2262	82	18	or	or	CCONJ
cana-2262	82	19	transmitting	transmit	VERB
cana-2262	82	20	it	it	PRON
cana-2262	82	21	.	.	PUNCT
cana-2262	83	1	figure	figure	VERB
cana-2262	83	2	3	3	NUM
cana-2262	83	3	:	:	PUNCT
cana-2262	83	4	preprocessed	preprocesse	VERB
cana-2262	83	5	image	image	NOUN
cana-2262	83	6	the	the	DET
cana-2262	83	7	non	non	ADJ
cana-2262	83	8	-	-	ADJ
cana-2262	83	9	linear	linear	ADJ
cana-2262	83	10	filtering	filtering	NOUN
cana-2262	83	11	method	method	NOUN
cana-2262	83	12	was	be	AUX
cana-2262	83	13	created	create	VERB
cana-2262	83	14	to	to	PART
cana-2262	83	15	lessen	lessen	VERB
cana-2262	83	16	the	the	DET
cana-2262	83	17	noise	noise	NOUN
cana-2262	83	18	known	know	VERB
cana-2262	83	19	as	as	ADP
cana-2262	83	20	"	"	PUNCT
cana-2262	83	21	salt	salt	NOUN
cana-2262	83	22	and	and	CCONJ
cana-2262	83	23	pepper	pepper	NOUN
cana-2262	83	24	,	,	PUNCT
cana-2262	83	25	"	"	PUNCT
cana-2262	83	26	which	which	PRON
cana-2262	83	27	causes	cause	VERB
cana-2262	83	28	patches	patch	NOUN
cana-2262	83	29	of	of	ADP
cana-2262	83	30	black	black	ADJ
cana-2262	83	31	and	and	CCONJ
cana-2262	83	32	white	white	ADJ
cana-2262	83	33	in	in	ADP
cana-2262	83	34	the	the	DET
cana-2262	83	35	image	image	NOUN
cana-2262	83	36	.	.	PUNCT
cana-2262	84	1	the	the	DET
cana-2262	84	2	complete	complete	ADJ
cana-2262	84	3	median	median	ADJ
cana-2262	84	4	filter	filter	NOUN
cana-2262	84	5	(	(	PUNCT
cana-2262	84	6	cmf	cmf	PROPN
cana-2262	84	7	)	)	PUNCT
cana-2262	84	8	is	be	AUX
cana-2262	84	9	so	so	ADV
cana-2262	84	10	named	name	VERB
cana-2262	84	11	because	because	SCONJ
cana-2262	84	12	it	it	PRON
cana-2262	84	13	utilizes	utilize	VERB
cana-2262	84	14	a	a	DET
cana-2262	84	15	comprehensive	comprehensive	ADJ
cana-2262	84	16	technique	technique	NOUN
cana-2262	84	17	for	for	ADP
cana-2262	84	18	upgrading	upgrade	VERB
cana-2262	84	19	the	the	DET
cana-2262	84	20	ordinary	ordinary	ADJ
cana-2262	84	21	median	median	ADJ
cana-2262	84	22	filter	filter	NOUN
cana-2262	84	23	.	.	PUNCT
cana-2262	85	1	when	when	SCONJ
cana-2262	85	2	compared	compare	VERB
cana-2262	85	3	to	to	ADP
cana-2262	85	4	the	the	DET
cana-2262	85	5	conventional	conventional	ADJ
cana-2262	85	6	median	median	ADJ
cana-2262	85	7	filter	filter	NOUN
cana-2262	85	8	,	,	PUNCT
cana-2262	85	9	the	the	DET
cana-2262	85	10	cmf	cmf	PROPN
cana-2262	85	11	method	method	NOUN
cana-2262	85	12	helps	help	VERB
cana-2262	85	13	in	in	ADP
cana-2262	85	14	the	the	DET
cana-2262	85	15	reconstruction	reconstruction	NOUN
cana-2262	85	16	of	of	ADP
cana-2262	85	17	a	a	DET
cana-2262	85	18	highquality	highquality	NOUN
cana-2262	85	19	image	image	NOUN
cana-2262	85	20	in	in	ADP
cana-2262	85	21	terms	term	NOUN
cana-2262	85	22	of	of	ADP
cana-2262	85	23	the	the	DET
cana-2262	85	24	mean	mean	ADJ
cana-2262	85	25	square	square	ADJ
cana-2262	85	26	error	error	NOUN
cana-2262	85	27	(	(	PUNCT
cana-2262	85	28	mse	mse	NOUN
cana-2262	85	29	)	)	PUNCT
cana-2262	85	30	as	as	ADP
cana-2262	85	31	a	a	DET
cana-2262	85	32	quality	quality	NOUN
cana-2262	85	33	evaluation	evaluation	NOUN
cana-2262	85	34	parameter	parameter	NOUN
cana-2262	85	35	.	.	PUNCT
cana-2262	86	1	the	the	DET
cana-2262	86	2	one	one	NUM
cana-2262	86	3	drawback	drawback	NOUN
cana-2262	86	4	of	of	ADP
cana-2262	86	5	cmf	cmf	PROPN
cana-2262	86	6	is	be	AUX
cana-2262	86	7	that	that	SCONJ
cana-2262	86	8	it	it	PRON
cana-2262	86	9	requires	require	VERB
cana-2262	86	10	calculations	calculation	NOUN
cana-2262	86	11	that	that	PRON
cana-2262	86	12	are	be	AUX
cana-2262	86	13	laborious	laborious	ADJ
cana-2262	86	14	and	and	CCONJ
cana-2262	86	15	ineffective	ineffective	ADJ
cana-2262	86	16	.	.	PUNCT
cana-2262	87	1	utilising	utilise	VERB
cana-2262	87	2	pixel	pixel	PROPN
cana-2262	87	3	correlation	correlation	NOUN
cana-2262	87	4	histogram	histogram	NOUN
cana-2262	87	5	analysis	analysis	NOUN
cana-2262	87	6	[	[	X
cana-2262	87	7	21	21	NUM
cana-2262	87	8	]	]	X
cana-2262	87	9	(	(	PUNCT
cana-2262	87	10	nabizadeh	nabizadeh	INTJ
cana-2262	87	11	et	et	PROPN
cana-2262	87	12	al	al	PROPN
cana-2262	87	13	.	.	PROPN
cana-2262	87	14	2014	2014	NUM
cana-2262	87	15	)	)	PUNCT
cana-2262	87	16	,	,	PUNCT
cana-2262	87	17	the	the	DET
cana-2262	87	18	aforementioned	aforementioned	ADJ
cana-2262	87	19	issue	issue	NOUN
cana-2262	87	20	is	be	AUX
cana-2262	87	21	resolved	resolve	VERB
cana-2262	87	22	and	and	CCONJ
cana-2262	87	23	denoised	denoise	VERB
cana-2262	87	24	image	image	NOUN
cana-2262	87	25	quality	quality	NOUN
cana-2262	87	26	is	be	AUX
cana-2262	87	27	enhanced	enhance	VERB
cana-2262	87	28	.	.	PUNCT
cana-2262	88	1	until	until	SCONJ
cana-2262	88	2	all	all	PRON
cana-2262	88	3	of	of	ADP
cana-2262	88	4	the	the	DET
cana-2262	88	5	photos	photo	NOUN
cana-2262	88	6	have	have	AUX
cana-2262	88	7	been	be	AUX
cana-2262	88	8	processed	process	VERB
cana-2262	88	9	,	,	PUNCT
cana-2262	88	10	the	the	DET
cana-2262	88	11	preprocessing	preprocessing	NOUN
cana-2262	88	12	step	step	NOUN
cana-2262	88	13	described	describe	VERB
cana-2262	88	14	above	above	ADV
cana-2262	88	15	is	be	AUX
cana-2262	88	16	repeated	repeat	VERB
cana-2262	88	17	.	.	PUNCT
cana-2262	89	1	the	the	DET
cana-2262	89	2	picture	picture	NOUN
cana-2262	89	3	ij	ij	NOUN
cana-2262	89	4	is	be	AUX
cana-2262	89	5	produced	produce	VERB
cana-2262	89	6	after	after	ADP
cana-2262	89	7	pre	pre	ADJ
cana-2262	89	8	-	-	ADJ
cana-2262	89	9	processing	processing	ADJ
cana-2262	89	10	,	,	PUNCT
cana-2262	89	11	and	and	CCONJ
cana-2262	89	12	then	then	ADV
cana-2262	89	13	the	the	DET
cana-2262	89	14	noise	noise	NOUN
cana-2262	89	15	elimination	elimination	NOUN
cana-2262	89	16	process	process	NOUN
cana-2262	89	17	performs	perform	VERB
cana-2262	89	18	its	its	PRON
cana-2262	89	19	subsequent	subsequent	ADJ
cana-2262	89	20	role	role	NOUN
cana-2262	89	21	,	,	PUNCT
cana-2262	89	22	such	such	ADJ
cana-2262	89	23	as	as	ADP
cana-2262	89	24	noise	noise	NOUN
cana-2262	89	25	reduction	reduction	NOUN
cana-2262	89	26	in	in	ADP
cana-2262	89	27	pixel	pixel	PROPN
cana-2262	89	28	correlation	correlation	NOUN
cana-2262	89	29	histogram	histogram	NOUN
cana-2262	89	30	analysis	analysis	NOUN
cana-2262	89	31	(	(	PUNCT
cana-2262	89	32	pcha	pcha	NOUN
cana-2262	89	33	)	)	PUNCT
cana-2262	89	34	and	and	CCONJ
cana-2262	89	35	noise	noise	NOUN
cana-2262	89	36	removal	removal	NOUN
cana-2262	89	37	procedures	procedure	NOUN
cana-2262	89	38	from	from	ADP
cana-2262	89	39	shrinking	shrink	VERB
cana-2262	89	40	.	.	PUNCT
cana-2262	90	1	roi	roi	NOUN
cana-2262	90	2	extraction	extraction	NOUN
cana-2262	90	3	noise	noise	NOUN
cana-2262	90	4	in	in	ADP
cana-2262	90	5	images	image	NOUN
cana-2262	90	6	is	be	AUX
cana-2262	90	7	quantitatively	quantitatively	ADV
cana-2262	90	8	represented	represent	VERB
cana-2262	90	9	by	by	ADP
cana-2262	90	10	a	a	DET
cana-2262	90	11	number	number	NOUN
cana-2262	90	12	of	of	ADP
cana-2262	90	13	probabilistic	probabilistic	ADJ
cana-2262	90	14	functions	function	NOUN
cana-2262	90	15	,	,	PUNCT
cana-2262	90	16	including	include	VERB
cana-2262	90	17	gaussian	gaussian	ADJ
cana-2262	90	18	,	,	PUNCT
cana-2262	90	19	impulse	impulse	ADJ
cana-2262	90	20	,	,	PUNCT
cana-2262	90	21	poisson	poisson	NOUN
cana-2262	90	22	,	,	PUNCT
cana-2262	90	23	rician	rician	NOUN
cana-2262	90	24	,	,	PUNCT
cana-2262	90	25	speckle	speckle	NOUN
cana-2262	90	26	,	,	PUNCT
cana-2262	90	27	and	and	CCONJ
cana-2262	90	28	others	other	NOUN
cana-2262	90	29	.	.	PUNCT
cana-2262	91	1	generally	generally	ADV
cana-2262	91	2	speaking	speak	VERB
cana-2262	91	3	,	,	PUNCT
cana-2262	91	4	a	a	DET
cana-2262	91	5	mix	mix	NOUN
cana-2262	91	6	of	of	ADP
cana-2262	91	7	these	these	DET
cana-2262	91	8	sounds	sound	NOUN
cana-2262	91	9	can	can	AUX
cana-2262	91	10	be	be	AUX
cana-2262	91	11	heard	hear	VERB
cana-2262	91	12	in	in	ADP
cana-2262	91	13	photos	photo	NOUN
cana-2262	91	14	.	.	PUNCT
cana-2262	92	1	to	to	PART
cana-2262	92	2	properly	properly	ADV
cana-2262	92	3	restore	restore	VERB
cana-2262	92	4	signal	signal	NOUN
cana-2262	92	5	from	from	ADP
cana-2262	92	6	noisy	noisy	ADJ
cana-2262	92	7	images	image	NOUN
cana-2262	92	8	,	,	PUNCT
cana-2262	92	9	one	one	PRON
cana-2262	92	10	must	must	AUX
cana-2262	92	11	understand	understand	VERB
cana-2262	92	12	the	the	DET
cana-2262	92	13	nature	nature	NOUN
cana-2262	92	14	of	of	ADP
cana-2262	92	15	noise	noise	NOUN
cana-2262	92	16	in	in	ADP
cana-2262	92	17	photographs	photograph	NOUN
cana-2262	92	18	.	.	PUNCT
cana-2262	93	1	image	image	NOUN
cana-2262	93	2	denoising	denoising	NOUN
cana-2262	93	3	is	be	AUX
cana-2262	93	4	still	still	ADV
cana-2262	93	5	a	a	DET
cana-2262	93	6	challenging	challenging	ADJ
cana-2262	93	7	topic	topic	NOUN
cana-2262	93	8	since	since	SCONJ
cana-2262	93	9	a	a	DET
cana-2262	93	10	denoising	denoising	NOUN
cana-2262	93	11	technique	technique	NOUN
cana-2262	93	12	is	be	AUX
cana-2262	93	13	only	only	ADV
cana-2262	93	14	effective	effective	ADJ
cana-2262	93	15	if	if	SCONJ
cana-2262	93	16	it	it	PRON
cana-2262	93	17	eliminates	eliminate	VERB
cana-2262	93	18	noise	noise	NOUN
cana-2262	93	19	without	without	ADP
cana-2262	93	20	compromising	compromise	VERB
cana-2262	93	21	important	important	ADJ
cana-2262	93	22	features	feature	NOUN
cana-2262	93	23	and	and	CCONJ
cana-2262	93	24	singularities	singularity	NOUN
cana-2262	93	25	in	in	ADP
cana-2262	93	26	the	the	DET
cana-2262	93	27	images	image	NOUN
cana-2262	93	28	,	,	PUNCT
cana-2262	93	29	such	such	ADJ
cana-2262	93	30	as	as	ADP
cana-2262	93	31	contours	contour	NOUN
cana-2262	93	32	,	,	PUNCT
cana-2262	93	33	curves	curve	NOUN
cana-2262	93	34	,	,	PUNCT
cana-2262	93	35	lines	line	NOUN
cana-2262	93	36	,	,	PUNCT
cana-2262	93	37	textures	texture	NOUN
cana-2262	93	38	,	,	PUNCT
cana-2262	93	39	and	and	CCONJ
cana-2262	93	40	so	so	ADV
cana-2262	93	41	forth	forth	ADV
cana-2262	93	42	(	(	PUNCT
cana-2262	93	43	halder	halder	PROPN
cana-2262	93	44	et	et	PROPN
cana-2262	93	45	al	al	PROPN
cana-2262	93	46	.	.	PROPN
cana-2262	93	47	2019	2019	NUM
cana-2262	93	48	)	)	PUNCT
cana-2262	93	49	.	.	PUNCT
cana-2262	94	1	the	the	DET
cana-2262	94	2	centre	centre	NOUN
cana-2262	94	3	point	point	NOUN
cana-2262	94	4	can	can	AUX
cana-2262	94	5	be	be	AUX
cana-2262	94	6	recovered	recover	VERB
cana-2262	94	7	from	from	ADP
cana-2262	94	8	an	an	DET
cana-2262	94	9	image	image	NOUN
cana-2262	94	10	that	that	PRON
cana-2262	94	11	has	have	VERB
cana-2262	94	12	fifty	fifty	NUM
cana-2262	94	13	pixels	pixel	NOUN
cana-2262	94	14	to	to	ADP
cana-2262	94	15	the	the	DET
cana-2262	94	16	top	top	ADJ
cana-2262	94	17	,	,	PUNCT
cana-2262	94	18	base	base	NOUN
cana-2262	94	19	,	,	PUNCT
cana-2262	94	20	right	right	ADJ
cana-2262	94	21	,	,	PUNCT
cana-2262	94	22	and	and	CCONJ
cana-2262	94	23	left	leave	VERB
cana-2262	94	24	of	of	ADP
cana-2262	94	25	the	the	DET
cana-2262	94	26	focus	focus	NOUN
cana-2262	94	27	point	point	NOUN
cana-2262	94	28	,	,	PUNCT
cana-2262	94	29	which	which	PRON
cana-2262	94	30	is	be	AUX
cana-2262	94	31	known	know	VERB
cana-2262	94	32	as	as	ADP
cana-2262	94	33	the	the	DET
cana-2262	94	34	region	region	NOUN
cana-2262	94	35	of	of	ADP
cana-2262	94	36	interest	interest	NOUN
cana-2262	94	37	,	,	PUNCT
cana-2262	94	38	once	once	SCONJ
cana-2262	94	39	the	the	DET
cana-2262	94	40	intensity	intensity	NOUN
cana-2262	94	41	and	and	CCONJ
cana-2262	94	42	thickness	thickness	NOUN
cana-2262	94	43	of	of	ADP
cana-2262	94	44	the	the	DET
cana-2262	94	45	actual	actual	ADJ
cana-2262	94	46	brain	brain	NOUN
cana-2262	94	47	ct	ct	NUM
cana-2262	94	48	images	image	NOUN
cana-2262	94	49	have	have	AUX
cana-2262	94	50	been	be	AUX
cana-2262	94	51	determined	determine	VERB
cana-2262	94	52	.	.	PUNCT
cana-2262	95	1	the	the	DET
cana-2262	95	2	graphical	graphical	ADJ
cana-2262	95	3	display	display	NOUN
cana-2262	95	4	of	of	ADP
cana-2262	95	5	statistical	statistical	ADJ
cana-2262	95	6	data	datum	NOUN
cana-2262	95	7	inside	inside	ADP
cana-2262	95	8	a	a	DET
cana-2262	95	9	sequence	sequence	NOUN
cana-2262	95	10	of	of	ADP
cana-2262	95	11	intervals	interval	NOUN
cana-2262	95	12	is	be	AUX
cana-2262	95	13	called	call	VERB
cana-2262	95	14	a	a	DET
cana-2262	95	15	histogram	histogram	NOUN
cana-2262	95	16	analysis	analysis	NOUN
cana-2262	95	17	.	.	PUNCT
cana-2262	96	1	a	a	DET
cana-2262	96	2	picture	picture	NOUN
cana-2262	96	3	's	's	PART
cana-2262	96	4	histogram	histogram	NOUN
cana-2262	96	5	is	be	AUX
cana-2262	96	6	created	create	VERB
cana-2262	96	7	by	by	ADP
cana-2262	96	8	calculating	calculate	VERB
cana-2262	96	9	the	the	DET
cana-2262	96	10	numerical	numerical	ADJ
cana-2262	96	11	values	value	NOUN
cana-2262	96	12	of	of	ADP
cana-2262	96	13	communications	communication	NOUN
cana-2262	96	14	on	on	ADP
cana-2262	96	15	applied	apply	VERB
cana-2262	96	16	nonlinear	nonlinear	ADJ
cana-2262	96	17	analysis	analysis	NOUN
cana-2262	96	18	issn	issn	NOUN
cana-2262	96	19	:	:	PUNCT
cana-2262	96	20	1074	1074	NUM
cana-2262	96	21	-	-	PUNCT
cana-2262	96	22	133x	133x	NUM
cana-2262	96	23	vol	vol	NOUN
cana-2262	96	24	32	32	NUM
cana-2262	96	25	no	no	NOUN
cana-2262	96	26	.	.	PUNCT
cana-2262	97	1	2s	2s	NUM
cana-2262	97	2	(	(	PUNCT
cana-2262	97	3	2025	2025	NUM
cana-2262	97	4	)	)	PUNCT
cana-2262	97	5	170	170	NUM
cana-2262	97	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-2262	97	7	every	every	DET
cana-2262	97	8	pixel	pixel	PROPN
cana-2262	97	9	.	.	PUNCT
cana-2262	98	1	the	the	DET
cana-2262	98	2	intensity	intensity	NOUN
cana-2262	98	3	graph	graph	NOUN
cana-2262	98	4	is	be	AUX
cana-2262	98	5	created	create	VERB
cana-2262	98	6	by	by	ADP
cana-2262	98	7	the	the	DET
cana-2262	98	8	histogram	histogram	NOUN
cana-2262	98	9	procedure	procedure	NOUN
cana-2262	98	10	using	use	VERB
cana-2262	98	11	the	the	DET
cana-2262	98	12	pixel	pixel	NOUN
cana-2262	98	13	value	value	NOUN
cana-2262	98	14	as	as	ADP
cana-2262	98	15	a	a	DET
cana-2262	98	16	basis	basis	NOUN
cana-2262	98	17	.	.	PUNCT
cana-2262	99	1	using	use	VERB
cana-2262	99	2	histograms	histogram	NOUN
cana-2262	99	3	,	,	PUNCT
cana-2262	99	4	one	one	PRON
cana-2262	99	5	can	can	AUX
cana-2262	99	6	approximate	approximate	VERB
cana-2262	99	7	the	the	DET
cana-2262	99	8	density	density	NOUN
cana-2262	99	9	of	of	ADP
cana-2262	99	10	the	the	DET
cana-2262	99	11	underlying	underlie	VERB
cana-2262	99	12	data	datum	NOUN
cana-2262	99	13	distribution	distribution	NOUN
cana-2262	99	14	and	and	CCONJ
cana-2262	99	15	estimate	estimate	VERB
cana-2262	99	16	the	the	DET
cana-2262	99	17	probability	probability	NOUN
cana-2262	99	18	density	density	NOUN
cana-2262	99	19	function	function	NOUN
cana-2262	99	20	of	of	ADP
cana-2262	99	21	the	the	DET
cana-2262	99	22	underlying	underlie	VERB
cana-2262	99	23	variable	variable	NOUN
cana-2262	99	24	.	.	PUNCT
cana-2262	100	1	the	the	DET
cana-2262	100	2	length	length	NOUN
cana-2262	100	3	of	of	ADP
cana-2262	100	4	the	the	DET
cana-2262	100	5	intervals	interval	NOUN
cana-2262	100	6	on	on	ADP
cana-2262	100	7	the	the	DET
cana-2262	100	8	x	x	NOUN
cana-2262	100	9	-	-	NOUN
cana-2262	100	10	axis	axis	NOUN
cana-2262	100	11	is	be	AUX
cana-2262	100	12	always	always	ADV
cana-2262	100	13	used	use	VERB
cana-2262	100	14	to	to	PART
cana-2262	100	15	standardise	standardise	VERB
cana-2262	100	16	the	the	DET
cana-2262	100	17	overall	overall	ADJ
cana-2262	100	18	area	area	NOUN
cana-2262	100	19	of	of	ADP
cana-2262	100	20	a	a	DET
cana-2262	100	21	probability	probability	NOUN
cana-2262	100	22	density	density	NOUN
cana-2262	100	23	histogram	histogram	NOUN
cana-2262	101	1	[	[	X
cana-2262	101	2	13	13	NUM
cana-2262	101	3	]	]	PUNCT
cana-2262	101	4	.	.	PUNCT
cana-2262	102	1	the	the	DET
cana-2262	102	2	numerical	numerical	PROPN
cana-2262	102	3	data	data	PROPN
cana-2262	102	4	histogram	histogram	PROPN
cana-2262	102	5	graph	graph	NOUN
cana-2262	102	6	model	model	NOUN
cana-2262	102	7	is	be	AUX
cana-2262	102	8	shown	show	VERB
cana-2262	102	9	in	in	ADP
cana-2262	102	10	figure	figure	NOUN
cana-2262	102	11	4	4	NUM
cana-2262	102	12	.	.	PUNCT
cana-2262	102	13	figure	figure	VERB
cana-2262	102	14	4	4	NUM
cana-2262	102	15	:	:	PUNCT
cana-2262	102	16	histogram	histogram	NOUN
cana-2262	102	17	representation	representation	NOUN
cana-2262	102	18	of	of	ADP
cana-2262	102	19	ct	ct	NUM
cana-2262	102	20	brain	brain	NOUN
cana-2262	102	21	stroke	stroke	NOUN
cana-2262	102	22	image	image	PROPN
cana-2262	102	23	prediction	prediction	NOUN
cana-2262	102	24	brain	brain	NOUN
cana-2262	102	25	region	region	NOUN
cana-2262	102	26	marking	mark	VERB
cana-2262	102	27	can	can	AUX
cana-2262	102	28	be	be	AUX
cana-2262	102	29	done	do	VERB
cana-2262	102	30	quickly	quickly	ADV
cana-2262	102	31	and	and	CCONJ
cana-2262	102	32	efficiently	efficiently	ADV
cana-2262	102	33	with	with	ADP
cana-2262	102	34	the	the	DET
cana-2262	102	35	patch	patch	NOUN
cana-2262	102	36	-	-	PUNCT
cana-2262	102	37	based	base	VERB
cana-2262	102	38	technology	technology	NOUN
cana-2262	102	39	.	.	PUNCT
cana-2262	103	1	in	in	ADP
cana-2262	103	2	each	each	PRON
cana-2262	103	3	of	of	ADP
cana-2262	103	4	these	these	DET
cana-2262	103	5	fields	field	NOUN
cana-2262	103	6	,	,	PUNCT
cana-2262	103	7	patch	patch	NOUN
cana-2262	103	8	-	-	PUNCT
cana-2262	103	9	based	base	VERB
cana-2262	103	10	methods	method	NOUN
cana-2262	103	11	have	have	AUX
cana-2262	103	12	been	be	AUX
cana-2262	103	13	the	the	DET
cana-2262	103	14	subject	subject	NOUN
cana-2262	103	15	of	of	ADP
cana-2262	103	16	much	much	ADJ
cana-2262	103	17	research	research	NOUN
cana-2262	103	18	due	due	ADP
cana-2262	103	19	to	to	ADP
cana-2262	103	20	their	their	PRON
cana-2262	103	21	remarkable	remarkable	ADJ
cana-2262	103	22	performance	performance	NOUN
cana-2262	103	23	,	,	PUNCT
cana-2262	103	24	which	which	PRON
cana-2262	103	25	belies	belie	VERB
cana-2262	103	26	their	their	PRON
cana-2262	103	27	simplicity	simplicity	NOUN
cana-2262	103	28	(	(	PUNCT
cana-2262	103	29	uzunova	uzunova	X
cana-2262	103	30	et	et	PROPN
cana-2262	103	31	al	al	PROPN
cana-2262	103	32	.	.	PROPN
cana-2262	103	33	2019	2019	NUM
cana-2262	103	34	)	)	PUNCT
cana-2262	103	35	.	.	PUNCT
cana-2262	104	1	to	to	PART
cana-2262	104	2	handle	handle	VERB
cana-2262	104	3	a	a	DET
cana-2262	104	4	finer	fine	ADJ
cana-2262	104	5	scale	scale	NOUN
cana-2262	104	6	,	,	PUNCT
cana-2262	104	7	the	the	DET
cana-2262	104	8	asymmetric	asymmetric	ADJ
cana-2262	104	9	brain	brain	NOUN
cana-2262	104	10	portion	portion	NOUN
cana-2262	104	11	is	be	AUX
cana-2262	104	12	patched	patch	VERB
cana-2262	104	13	in	in	ADP
cana-2262	104	14	the	the	DET
cana-2262	104	15	proposed	propose	VERB
cana-2262	104	16	approach	approach	NOUN
cana-2262	104	17	.	.	PUNCT
cana-2262	105	1	rather	rather	ADV
cana-2262	105	2	than	than	ADP
cana-2262	105	3	combining	combine	VERB
cana-2262	105	4	the	the	DET
cana-2262	105	5	distorted	distorted	ADJ
cana-2262	105	6	area	area	NOUN
cana-2262	105	7	in	in	ADP
cana-2262	105	8	the	the	DET
cana-2262	105	9	input	input	NOUN
cana-2262	105	10	image	image	NOUN
cana-2262	105	11	and	and	CCONJ
cana-2262	105	12	comparing	compare	VERB
cana-2262	105	13	the	the	DET
cana-2262	105	14	adjacent	adjacent	ADJ
cana-2262	105	15	patched	patch	VERB
cana-2262	105	16	pixels	pixel	NOUN
cana-2262	105	17	to	to	PART
cana-2262	105	18	determine	determine	VERB
cana-2262	105	19	the	the	DET
cana-2262	105	20	aberrant	aberrant	ADJ
cana-2262	105	21	class	class	NOUN
cana-2262	105	22	,	,	PUNCT
cana-2262	105	23	the	the	DET
cana-2262	105	24	method	method	NOUN
cana-2262	105	25	labels	label	VERB
cana-2262	105	26	each	each	DET
cana-2262	105	27	pixel	pixel	VERB
cana-2262	105	28	separately	separately	ADV
cana-2262	105	29	.	.	PUNCT
cana-2262	106	1	the	the	DET
cana-2262	106	2	labels	label	NOUN
cana-2262	106	3	make	make	VERB
cana-2262	106	4	a	a	DET
cana-2262	106	5	comparison	comparison	NOUN
cana-2262	106	6	between	between	ADP
cana-2262	106	7	the	the	DET
cana-2262	106	8	patched	patch	VERB
cana-2262	106	9	labels	label	NOUN
cana-2262	106	10	'	'	PART
cana-2262	106	11	value	value	NOUN
cana-2262	106	12	and	and	CCONJ
cana-2262	106	13	the	the	DET
cana-2262	106	14	atlas	atlas	PROPN
cana-2262	106	15	library	library	PROPN
cana-2262	106	16	's	's	PART
cana-2262	106	17	pixel	pixel	ADJ
cana-2262	106	18	values	value	NOUN
cana-2262	106	19	(	(	PUNCT
cana-2262	106	20	ntiri	ntiri	PROPN
cana-2262	106	21	et	et	PROPN
cana-2262	106	22	al	al	PROPN
cana-2262	106	23	.	.	PROPN
cana-2262	106	24	2021	2021	NUM
cana-2262	106	25	)	)	PUNCT
cana-2262	106	26	.	.	PUNCT
cana-2262	107	1	the	the	DET
cana-2262	107	2	pixels	pixel	NOUN
cana-2262	107	3	are	be	AUX
cana-2262	107	4	grouped	group	VERB
cana-2262	107	5	together	together	ADV
cana-2262	107	6	based	base	VERB
cana-2262	107	7	on	on	ADP
cana-2262	107	8	their	their	PRON
cana-2262	107	9	similar	similar	ADJ
cana-2262	107	10	size	size	NOUN
cana-2262	107	11	,	,	PUNCT
cana-2262	107	12	structure	structure	NOUN
cana-2262	107	13	,	,	PUNCT
cana-2262	107	14	and	and	CCONJ
cana-2262	107	15	intensity	intensity	NOUN
cana-2262	107	16	by	by	ADP
cana-2262	107	17	comparing	compare	VERB
cana-2262	107	18	them	they	PRON
cana-2262	107	19	with	with	ADP
cana-2262	107	20	neighbouring	neighbouring	ADJ
cana-2262	107	21	pixels	pixel	NOUN
cana-2262	107	22	and	and	CCONJ
cana-2262	107	23	the	the	DET
cana-2262	107	24	patch	patch	ADJ
cana-2262	107	25	value	value	NOUN
cana-2262	107	26	in	in	ADP
cana-2262	107	27	the	the	DET
cana-2262	107	28	training	training	NOUN
cana-2262	107	29	data	datum	NOUN
cana-2262	107	30	.	.	PUNCT
cana-2262	108	1	similarly	similarly	ADV
cana-2262	108	2	,	,	PUNCT
cana-2262	108	3	the	the	DET
cana-2262	108	4	process	process	NOUN
cana-2262	108	5	is	be	AUX
cana-2262	108	6	repeated	repeat	VERB
cana-2262	108	7	to	to	PART
cana-2262	108	8	estimate	estimate	VERB
cana-2262	108	9	the	the	DET
cana-2262	108	10	most	most	ADV
cana-2262	108	11	relevant	relevant	ADJ
cana-2262	108	12	pixels	pixel	NOUN
cana-2262	108	13	.	.	PUNCT
cana-2262	109	1	to	to	PART
cana-2262	109	2	anticipate	anticipate	VERB
cana-2262	109	3	the	the	DET
cana-2262	109	4	true	true	ADJ
cana-2262	109	5	information	information	NOUN
cana-2262	109	6	of	of	ADP
cana-2262	109	7	a	a	DET
cana-2262	109	8	given	give	VERB
cana-2262	109	9	patched	patch	VERB
cana-2262	109	10	image	image	NOUN
cana-2262	109	11	,	,	PUNCT
cana-2262	109	12	the	the	DET
cana-2262	109	13	pixel	pixel	PROPN
cana-2262	109	14	examines	examine	VERB
cana-2262	109	15	many	many	ADJ
cana-2262	109	16	data	datum	NOUN
cana-2262	109	17	samples	sample	NOUN
cana-2262	109	18	from	from	ADP
cana-2262	109	19	each	each	DET
cana-2262	109	20	training	training	NOUN
cana-2262	109	21	set	set	NOUN
cana-2262	109	22	[	[	X
cana-2262	109	23	22	22	NUM
cana-2262	109	24	]	]	PUNCT
cana-2262	109	25	.	.	PUNCT
cana-2262	110	1	these	these	DET
cana-2262	110	2	patched	patch	VERB
cana-2262	110	3	images	image	NOUN
cana-2262	110	4	were	be	AUX
cana-2262	110	5	classified	classify	VERB
cana-2262	110	6	using	use	VERB
cana-2262	110	7	the	the	DET
cana-2262	110	8	random	random	ADJ
cana-2262	110	9	forest	forest	NOUN
cana-2262	110	10	(	(	PUNCT
cana-2262	110	11	rf	rf	NOUN
cana-2262	110	12	)	)	PUNCT
cana-2262	110	13	ensemble	ensemble	ADJ
cana-2262	110	14	classifier	classifier	NOUN
cana-2262	110	15	technique	technique	NOUN
cana-2262	110	16	.	.	PUNCT
cana-2262	111	1	the	the	DET
cana-2262	111	2	rf	rf	NOUN
cana-2262	111	3	classifier	classifier	NOUN
cana-2262	111	4	is	be	AUX
cana-2262	111	5	a	a	DET
cana-2262	111	6	form	form	NOUN
cana-2262	111	7	of	of	ADP
cana-2262	111	8	decision	decision	NOUN
cana-2262	111	9	making	making	NOUN
cana-2262	111	10	-	-	PUNCT
cana-2262	111	11	machine	machine	NOUN
cana-2262	111	12	learning	learn	VERB
cana-2262	111	13	algorithm	algorithm	NOUN
cana-2262	111	14	that	that	PRON
cana-2262	111	15	has	have	VERB
cana-2262	111	16	a	a	DET
cana-2262	111	17	high	high	ADJ
cana-2262	111	18	accuracy	accuracy	NOUN
cana-2262	111	19	rate	rate	NOUN
cana-2262	111	20	when	when	SCONJ
cana-2262	111	21	learning	learn	VERB
cana-2262	111	22	complex	complex	ADJ
cana-2262	111	23	patterns	pattern	NOUN
cana-2262	111	24	.	.	PUNCT
cana-2262	112	1	it	it	PRON
cana-2262	112	2	picks	pick	VERB
cana-2262	112	3	up	up	ADP
cana-2262	112	4	on	on	ADP
cana-2262	112	5	every	every	DET
cana-2262	112	6	little	little	ADJ
cana-2262	112	7	detail	detail	NOUN
cana-2262	112	8	and	and	CCONJ
cana-2262	112	9	gives	give	VERB
cana-2262	112	10	the	the	DET
cana-2262	112	11	picture	picture	NOUN
cana-2262	112	12	a	a	DET
cana-2262	112	13	lot	lot	NOUN
cana-2262	112	14	of	of	ADP
cana-2262	112	15	emphasis	emphasis	NOUN
cana-2262	112	16	.	.	PUNCT
cana-2262	113	1	the	the	DET
cana-2262	113	2	most	most	ADV
cana-2262	113	3	significant	significant	ADJ
cana-2262	113	4	problem	problem	NOUN
cana-2262	113	5	with	with	ADP
cana-2262	113	6	rf	rf	NOUN
cana-2262	113	7	is	be	AUX
cana-2262	113	8	overfitting	overfitte	VERB
cana-2262	113	9	,	,	PUNCT
cana-2262	113	10	however	however	ADV
cana-2262	113	11	it	it	PRON
cana-2262	113	12	may	may	AUX
cana-2262	113	13	be	be	AUX
cana-2262	113	14	solved	solve	VERB
cana-2262	113	15	by	by	ADP
cana-2262	113	16	include	include	VERB
cana-2262	113	17	enough	enough	ADJ
cana-2262	113	18	decision	decision	NOUN
cana-2262	113	19	trees	tree	NOUN
cana-2262	113	20	in	in	ADP
cana-2262	113	21	the	the	DET
cana-2262	113	22	training	training	NOUN
cana-2262	113	23	procedures	procedure	NOUN
cana-2262	113	24	.	.	PUNCT
cana-2262	114	1	4	4	X
cana-2262	114	2	.	.	X
cana-2262	114	3	experimental	experimental	ADJ
cana-2262	114	4	results	result	NOUN
cana-2262	114	5	and	and	CCONJ
cana-2262	114	6	discussion	discussion	NOUN
cana-2262	114	7	this	this	DET
cana-2262	114	8	results	result	NOUN
cana-2262	114	9	section	section	NOUN
cana-2262	114	10	compares	compare	VERB
cana-2262	114	11	and	and	CCONJ
cana-2262	114	12	measures	measure	VERB
cana-2262	114	13	the	the	DET
cana-2262	114	14	experimental	experimental	ADJ
cana-2262	114	15	output	output	NOUN
cana-2262	114	16	of	of	ADP
cana-2262	114	17	the	the	DET
cana-2262	114	18	suggested	suggest	VERB
cana-2262	114	19	system	system	NOUN
cana-2262	114	20	.	.	PUNCT
cana-2262	115	1	using	use	VERB
cana-2262	115	2	the	the	DET
cana-2262	115	3	simulation	simulation	NOUN
cana-2262	115	4	environment	environment	NOUN
cana-2262	115	5	matlab	matlab	PROPN
cana-2262	115	6	2019b	2019b	NUM
cana-2262	115	7	,	,	PUNCT
cana-2262	115	8	the	the	DET
cana-2262	115	9	proposed	propose	VERB
cana-2262	115	10	ct	ct	NUM
cana-2262	115	11	brain	brain	NOUN
cana-2262	115	12	image	image	NOUN
cana-2262	115	13	's	's	PART
cana-2262	115	14	whole	whole	ADJ
cana-2262	115	15	processing	processing	NOUN
cana-2262	115	16	is	be	AUX
cana-2262	115	17	carried	carry	VERB
cana-2262	115	18	out	out	ADP
cana-2262	115	19	.	.	PUNCT
cana-2262	116	1	matlab	matlab	PROPN
cana-2262	116	2	is	be	AUX
cana-2262	116	3	a	a	DET
cana-2262	116	4	multi	multi	ADJ
cana-2262	116	5	-	-	ADJ
cana-2262	116	6	paradigm	paradigm	ADJ
cana-2262	116	7	programming	programming	NOUN
cana-2262	116	8	tool	tool	NOUN
cana-2262	116	9	that	that	PRON
cana-2262	116	10	uses	use	VERB
cana-2262	116	11	programming	programming	NOUN
cana-2262	116	12	codes	code	NOUN
cana-2262	116	13	to	to	PART
cana-2262	116	14	carry	carry	VERB
cana-2262	116	15	out	out	ADP
cana-2262	116	16	the	the	DET
cana-2262	116	17	functional	functional	ADJ
cana-2262	116	18	operations	operation	NOUN
cana-2262	116	19	of	of	ADP
cana-2262	116	20	deep	deep	ADJ
cana-2262	116	21	learning	learning	NOUN
cana-2262	116	22	,	,	PUNCT
cana-2262	116	23	machine	machine	NOUN
cana-2262	116	24	learning	learning	NOUN
cana-2262	116	25	,	,	PUNCT
cana-2262	116	26	and	and	CCONJ
cana-2262	116	27	image	image	NOUN
cana-2262	116	28	and	and	CCONJ
cana-2262	116	29	video	video	NOUN
cana-2262	116	30	processing	processing	NOUN
cana-2262	116	31	applications	application	NOUN
cana-2262	116	32	[	[	X
cana-2262	116	33	15	15	NUM
cana-2262	116	34	]	]	PUNCT
cana-2262	116	35	.	.	PUNCT
cana-2262	117	1	the	the	DET
cana-2262	117	2	effectiveness	effectiveness	NOUN
cana-2262	117	3	of	of	ADP
cana-2262	117	4	the	the	DET
cana-2262	117	5	rf	rf	NOUN
cana-2262	117	6	classifier	classifier	NOUN
cana-2262	117	7	for	for	ADP
cana-2262	117	8	estimating	estimate	VERB
cana-2262	117	9	the	the	DET
cana-2262	117	10	ais	ais	PROPN
cana-2262	117	11	lesions	lesion	NOUN
cana-2262	117	12	is	be	AUX
cana-2262	117	13	assessed	assess	VERB
cana-2262	117	14	using	use	VERB
cana-2262	117	15	measures	measure	NOUN
cana-2262	117	16	including	include	VERB
cana-2262	117	17	accuracy	accuracy	NOUN
cana-2262	117	18	,	,	PUNCT
cana-2262	117	19	specificity	specificity	NOUN
cana-2262	117	20	,	,	PUNCT
cana-2262	117	21	sensitivity	sensitivity	NOUN
cana-2262	117	22	,	,	PUNCT
cana-2262	117	23	and	and	CCONJ
cana-2262	117	24	dice	dice	VERB
cana-2262	117	25	index.to	index.to	PRON
cana-2262	117	26	evaluate	evaluate	VERB
cana-2262	117	27	the	the	DET
cana-2262	117	28	importance	importance	NOUN
cana-2262	117	29	and	and	CCONJ
cana-2262	117	30	benefits	benefit	NOUN
cana-2262	117	31	of	of	ADP
cana-2262	117	32	the	the	DET
cana-2262	117	33	suggested	suggest	VERB
cana-2262	117	34	model	model	NOUN
cana-2262	117	35	,	,	PUNCT
cana-2262	117	36	the	the	DET
cana-2262	117	37	experimental	experimental	ADJ
cana-2262	117	38	results	result	NOUN
cana-2262	117	39	of	of	ADP
cana-2262	117	40	the	the	DET
cana-2262	117	41	patching	patch	VERB
cana-2262	117	42	segment	segment	NOUN
cana-2262	117	43	and	and	CCONJ
cana-2262	117	44	decision	decision	NOUN
cana-2262	117	45	classifier	classifier	NOUN
cana-2262	117	46	are	be	AUX
cana-2262	117	47	compared	compare	VERB
cana-2262	117	48	with	with	ADP
cana-2262	117	49	the	the	DET
cana-2262	117	50	current	current	ADJ
cana-2262	117	51	model	model	NOUN
cana-2262	117	52	.	.	PUNCT
cana-2262	118	1	this	this	DET
cana-2262	118	2	section	section	NOUN
cana-2262	118	3	examines	examine	VERB
cana-2262	118	4	the	the	DET
cana-2262	118	5	analysis	analysis	NOUN
cana-2262	118	6	and	and	CCONJ
cana-2262	118	7	communications	communication	NOUN
cana-2262	118	8	on	on	ADP
cana-2262	118	9	applied	apply	VERB
cana-2262	118	10	nonlinear	nonlinear	ADJ
cana-2262	118	11	analysis	analysis	NOUN
cana-2262	118	12	issn	issn	NOUN
cana-2262	118	13	:	:	PUNCT
cana-2262	118	14	1074	1074	NUM
cana-2262	118	15	-	-	PUNCT
cana-2262	118	16	133x	133x	NUM
cana-2262	118	17	vol	vol	NOUN
cana-2262	118	18	32	32	NUM
cana-2262	118	19	no	no	NOUN
cana-2262	118	20	.	.	PUNCT
cana-2262	119	1	2s	2s	NUM
cana-2262	119	2	(	(	PUNCT
cana-2262	119	3	2025	2025	NUM
cana-2262	119	4	)	)	PUNCT
cana-2262	119	5	171	171	NUM
cana-2262	120	1	https://internationalpubls.com	https://internationalpubls.com	X
cana-2262	120	2	comparison	comparison	NOUN
cana-2262	120	3	of	of	ADP
cana-2262	120	4	the	the	DET
cana-2262	120	5	output	output	NOUN
cana-2262	120	6	of	of	ADP
cana-2262	120	7	patched	patch	VERB
cana-2262	120	8	images	image	NOUN
cana-2262	120	9	trained	train	VERB
cana-2262	120	10	with	with	ADP
cana-2262	120	11	the	the	DET
cana-2262	120	12	random	random	ADJ
cana-2262	120	13	forest	forest	NOUN
cana-2262	120	14	classifier	classifier	NOUN
cana-2262	120	15	with	with	ADP
cana-2262	120	16	other	other	ADJ
cana-2262	120	17	classifiers	classifier	NOUN
cana-2262	120	18	,	,	PUNCT
cana-2262	120	19	including	include	VERB
cana-2262	120	20	convolution	convolution	NOUN
cana-2262	120	21	neural	neural	ADJ
cana-2262	120	22	network	network	NOUN
cana-2262	120	23	(	(	PUNCT
cana-2262	120	24	cnn	cnn	PROPN
cana-2262	120	25	)	)	PUNCT
cana-2262	120	26	,	,	PUNCT
cana-2262	120	27	deep	deep	ADJ
cana-2262	120	28	neural	neural	ADJ
cana-2262	120	29	network	network	NOUN
cana-2262	120	30	(	(	PUNCT
cana-2262	120	31	dnn	dnn	PROPN
cana-2262	120	32	)	)	PUNCT
cana-2262	120	33	,	,	PUNCT
cana-2262	120	34	and	and	CCONJ
cana-2262	120	35	semisupervised	semisupervised	ADJ
cana-2262	120	36	learning	learning	NOUN
cana-2262	120	37	(	(	PUNCT
cana-2262	120	38	ssl	ssl	PROPN
cana-2262	120	39	)	)	PUNCT
cana-2262	120	40	.	.	PUNCT
cana-2262	121	1	the	the	DET
cana-2262	121	2	following	follow	VERB
cana-2262	121	3	are	be	AUX
cana-2262	121	4	the	the	DET
cana-2262	121	5	comparison	comparison	NOUN
cana-2262	121	6	results	result	NOUN
cana-2262	121	7	:	:	PUNCT
cana-2262	121	8	figure	figure	VERB
cana-2262	121	9	5	5	NUM
cana-2262	121	10	:	:	PUNCT
cana-2262	121	11	comparison	comparison	NOUN
cana-2262	121	12	results	result	NOUN
cana-2262	121	13	of	of	ADP
cana-2262	121	14	patient	patient	ADJ
cana-2262	121	15	1	1	NUM
cana-2262	121	16	ct	ct	NOUN
cana-2262	121	17	images	image	NOUN
cana-2262	121	18	using	use	VERB
cana-2262	121	19	rf	rf	ADJ
cana-2262	121	20	figure	figure	NOUN
cana-2262	121	21	6	6	NUM
cana-2262	121	22	:	:	PUNCT
cana-2262	121	23	comparison	comparison	NOUN
cana-2262	121	24	results	result	NOUN
cana-2262	121	25	of	of	ADP
cana-2262	121	26	patient	patient	ADJ
cana-2262	121	27	2	2	NUM
cana-2262	121	28	ct	ct	NOUN
cana-2262	121	29	images	image	NOUN
cana-2262	121	30	using	use	VERB
cana-2262	121	31	rf	rf	NOUN
cana-2262	121	32	figure	figure	NOUN
cana-2262	121	33	7	7	NUM
cana-2262	121	34	:	:	PUNCT
cana-2262	121	35	comparison	comparison	NOUN
cana-2262	121	36	results	result	NOUN
cana-2262	121	37	of	of	ADP
cana-2262	121	38	patient	patient	ADJ
cana-2262	121	39	3	3	NUM
cana-2262	121	40	ct	ct	NOUN
cana-2262	121	41	images	image	NOUN
cana-2262	121	42	using	use	VERB
cana-2262	121	43	rf	rf	ADP
cana-2262	121	44	the	the	DET
cana-2262	121	45	ct	ct	PROPN
cana-2262	121	46	scan	scan	NOUN
cana-2262	121	47	of	of	ADP
cana-2262	121	48	patient	patient	ADJ
cana-2262	121	49	1	1	NUM
cana-2262	121	50	is	be	AUX
cana-2262	121	51	shown	show	VERB
cana-2262	121	52	in	in	ADP
cana-2262	121	53	figure	figure	NOUN
cana-2262	121	54	5	5	NUM
cana-2262	121	55	together	together	ADV
cana-2262	121	56	with	with	ADP
cana-2262	121	57	the	the	DET
cana-2262	121	58	results	result	NOUN
cana-2262	121	59	of	of	ADP
cana-2262	121	60	our	our	PRON
cana-2262	121	61	suggested	suggest	VERB
cana-2262	121	62	approach	approach	NOUN
cana-2262	121	63	and	and	CCONJ
cana-2262	121	64	the	the	DET
cana-2262	121	65	output	output	NOUN
cana-2262	121	66	of	of	ADP
cana-2262	121	67	the	the	DET
cana-2262	121	68	current	current	ADJ
cana-2262	121	69	methods	method	NOUN
cana-2262	121	70	(	(	PUNCT
cana-2262	121	71	ssl	ssl	PROPN
cana-2262	121	72	,	,	PUNCT
cana-2262	121	73	dnn	dnn	PROPN
cana-2262	121	74	,	,	PUNCT
cana-2262	121	75	and	and	CCONJ
cana-2262	121	76	cnn	cnn	PROPN
cana-2262	121	77	)	)	PUNCT
cana-2262	121	78	.	.	PUNCT
cana-2262	122	1	the	the	DET
cana-2262	122	2	ct	ct	PROPN
cana-2262	122	3	images	image	NOUN
cana-2262	122	4	of	of	ADP
cana-2262	122	5	patients	patient	NOUN
cana-2262	122	6	2	2	NUM
cana-2262	122	7	and	and	CCONJ
cana-2262	122	8	3	3	NUM
cana-2262	122	9	are	be	AUX
cana-2262	122	10	contrasted	contrast	VERB
cana-2262	122	11	with	with	ADP
cana-2262	122	12	the	the	DET
cana-2262	122	13	results	result	NOUN
cana-2262	122	14	of	of	ADP
cana-2262	122	15	our	our	PRON
cana-2262	122	16	suggested	suggest	VERB
cana-2262	122	17	approach	approach	NOUN
cana-2262	122	18	and	and	CCONJ
cana-2262	122	19	the	the	DET
cana-2262	122	20	output	output	NOUN
cana-2262	122	21	of	of	ADP
cana-2262	122	22	the	the	DET
cana-2262	122	23	current	current	ADJ
cana-2262	122	24	methods	method	NOUN
cana-2262	122	25	(	(	PUNCT
cana-2262	122	26	ssl	ssl	PROPN
cana-2262	122	27	,	,	PUNCT
cana-2262	122	28	dnn	dnn	PROPN
cana-2262	122	29	,	,	PUNCT
cana-2262	122	30	and	and	CCONJ
cana-2262	122	31	cnn	cnn	PROPN
cana-2262	122	32	)	)	PUNCT
cana-2262	122	33	in	in	ADP
cana-2262	122	34	figures	figure	NOUN
cana-2262	122	35	6	6	NUM
cana-2262	122	36	and	and	CCONJ
cana-2262	122	37	7	7	NUM
cana-2262	122	38	,	,	PUNCT
cana-2262	122	39	respectively	respectively	ADV
cana-2262	122	40	.	.	PUNCT
cana-2262	123	1	when	when	SCONJ
cana-2262	123	2	the	the	DET
cana-2262	123	3	three	three	NUM
cana-2262	123	4	analytical	analytical	ADJ
cana-2262	123	5	procedures	procedure	NOUN
cana-2262	123	6	'	'	PART
cana-2262	123	7	outcomes	outcome	NOUN
cana-2262	123	8	are	be	AUX
cana-2262	123	9	compared	compare	VERB
cana-2262	123	10	,	,	PUNCT
cana-2262	123	11	the	the	DET
cana-2262	123	12	recommended	recommend	VERB
cana-2262	123	13	method	method	NOUN
cana-2262	123	14	outperforms	outperform	VERB
cana-2262	123	15	current	current	ADJ
cana-2262	123	16	classifiers	classifier	NOUN
cana-2262	123	17	in	in	ADP
cana-2262	123	18	terms	term	NOUN
cana-2262	123	19	of	of	ADP
cana-2262	123	20	efficiency	efficiency	NOUN
cana-2262	123	21	.	.	PUNCT
cana-2262	124	1	figure	figure	VERB
cana-2262	124	2	8	8	NUM
cana-2262	124	3	:	:	PUNCT
cana-2262	124	4	performance	performance	NOUN
cana-2262	124	5	comparison	comparison	NOUN
cana-2262	124	6	communications	communication	NOUN
cana-2262	124	7	on	on	ADP
cana-2262	124	8	applied	apply	VERB
cana-2262	124	9	nonlinear	nonlinear	ADJ
cana-2262	124	10	analysis	analysis	NOUN
cana-2262	124	11	issn	issn	NOUN
cana-2262	124	12	:	:	PUNCT
cana-2262	124	13	1074	1074	NUM
cana-2262	124	14	-	-	PUNCT
cana-2262	124	15	133x	133x	NUM
cana-2262	124	16	vol	vol	NOUN
cana-2262	124	17	32	32	NUM
cana-2262	124	18	no	no	NOUN
cana-2262	124	19	.	.	PUNCT
cana-2262	125	1	2s	2s	NUM
cana-2262	125	2	(	(	PUNCT
cana-2262	125	3	2025	2025	NUM
cana-2262	125	4	)	)	PUNCT
cana-2262	125	5	172	172	NUM
cana-2262	125	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-2262	125	7	the	the	DET
cana-2262	125	8	accuracy	accuracy	NOUN
cana-2262	125	9	rate	rate	NOUN
cana-2262	125	10	of	of	ADP
cana-2262	125	11	the	the	DET
cana-2262	125	12	suggested	suggest	VERB
cana-2262	125	13	technique	technique	NOUN
cana-2262	125	14	is	be	AUX
cana-2262	125	15	compared	compare	VERB
cana-2262	125	16	with	with	ADP
cana-2262	125	17	a	a	DET
cana-2262	125	18	variety	variety	NOUN
cana-2262	125	19	of	of	ADP
cana-2262	125	20	classifiers	classifier	NOUN
cana-2262	125	21	,	,	PUNCT
cana-2262	125	22	including	include	VERB
cana-2262	125	23	cnn	cnn	PROPN
cana-2262	125	24	,	,	PUNCT
cana-2262	125	25	svm	svm	PROPN
cana-2262	125	26	,	,	PUNCT
cana-2262	125	27	and	and	CCONJ
cana-2262	125	28	dnn	dnn	PROPN
cana-2262	125	29	,	,	PUNCT
cana-2262	125	30	in	in	ADP
cana-2262	125	31	figure	figure	NOUN
cana-2262	125	32	8	8	NUM
cana-2262	125	33	.	.	PUNCT
cana-2262	126	1	the	the	DET
cana-2262	126	2	accuracy	accuracy	NOUN
cana-2262	126	3	of	of	ADP
cana-2262	126	4	the	the	DET
cana-2262	126	5	suggested	suggest	VERB
cana-2262	126	6	approach	approach	NOUN
cana-2262	126	7	in	in	ADP
cana-2262	126	8	patient-1	patient-1	NUM
cana-2262	126	9	is	be	AUX
cana-2262	126	10	96	96	NUM
cana-2262	126	11	%	%	NOUN
cana-2262	126	12	higher	high	ADJ
cana-2262	126	13	than	than	ADP
cana-2262	126	14	that	that	PRON
cana-2262	126	15	of	of	ADP
cana-2262	126	16	the	the	DET
cana-2262	126	17	current	current	ADJ
cana-2262	126	18	classifiers	classifier	NOUN
cana-2262	126	19	,	,	PUNCT
cana-2262	126	20	like	like	SCONJ
cana-2262	126	21	cnn	cnn	PROPN
cana-2262	126	22	value	value	VERB
cana-2262	126	23	wthe	wthe	DET
cana-2262	126	24	accuracy	accuracy	NOUN
cana-2262	126	25	of	of	ADP
cana-2262	126	26	the	the	DET
cana-2262	126	27	suggested	suggest	VERB
cana-2262	126	28	approach	approach	NOUN
cana-2262	126	29	has	have	AUX
cana-2262	126	30	increased	increase	VERB
cana-2262	126	31	by	by	ADP
cana-2262	126	32	0.07	0.07	NUM
cana-2262	126	33	%	%	NOUN
cana-2262	126	34	when	when	SCONJ
cana-2262	126	35	compared	compare	VERB
cana-2262	126	36	to	to	ADP
cana-2262	126	37	the	the	DET
cana-2262	126	38	current	current	ADJ
cana-2262	126	39	findings	finding	NOUN
cana-2262	126	40	.	.	PUNCT
cana-2262	127	1	5	5	X
cana-2262	127	2	.	.	X
cana-2262	127	3	conclusions	conclusion	NOUN
cana-2262	127	4	in	in	ADP
cana-2262	127	5	this	this	DET
cana-2262	127	6	paper	paper	NOUN
cana-2262	127	7	,	,	PUNCT
cana-2262	127	8	an	an	DET
cana-2262	127	9	asymmetric	asymmetric	ADJ
cana-2262	127	10	classification	classification	NOUN
cana-2262	127	11	model	model	NOUN
cana-2262	127	12	based	base	VERB
cana-2262	127	13	on	on	ADP
cana-2262	127	14	patches	patch	NOUN
cana-2262	127	15	was	be	AUX
cana-2262	127	16	used	use	VERB
cana-2262	127	17	to	to	PART
cana-2262	127	18	train	train	VERB
cana-2262	127	19	the	the	DET
cana-2262	127	20	random	random	ADJ
cana-2262	127	21	forest	forest	NOUN
cana-2262	127	22	algorithm	algorithm	NOUN
cana-2262	127	23	on	on	ADP
cana-2262	127	24	a	a	DET
cana-2262	127	25	ct	ct	NUM
cana-2262	127	26	brain	brain	NOUN
cana-2262	127	27	image	image	NOUN
cana-2262	127	28	for	for	ADP
cana-2262	127	29	patch	patch	NOUN
cana-2262	127	30	extraction	extraction	NOUN
cana-2262	127	31	.	.	PUNCT
cana-2262	128	1	the	the	DET
cana-2262	128	2	ct	ct	PROPN
cana-2262	128	3	brain	brain	NOUN
cana-2262	128	4	data	datum	NOUN
cana-2262	128	5	from	from	ADP
cana-2262	128	6	the	the	DET
cana-2262	128	7	isles	isle	NOUN
cana-2262	128	8	2018	2018	NUM
cana-2262	128	9	challenge	challenge	NOUN
cana-2262	128	10	dataset	dataset	NOUN
cana-2262	128	11	is	be	AUX
cana-2262	128	12	used	use	VERB
cana-2262	128	13	in	in	ADP
cana-2262	128	14	the	the	DET
cana-2262	128	15	training	training	NOUN
cana-2262	128	16	and	and	CCONJ
cana-2262	128	17	testing	testing	NOUN
cana-2262	128	18	phases	phase	NOUN
cana-2262	128	19	of	of	ADP
cana-2262	128	20	the	the	DET
cana-2262	128	21	suggested	suggest	VERB
cana-2262	128	22	machine	machine	NOUN
cana-2262	128	23	learning	learning	NOUN
cana-2262	128	24	model	model	NOUN
cana-2262	128	25	.	.	PUNCT
cana-2262	129	1	the	the	DET
cana-2262	129	2	two	two	NUM
cana-2262	129	3	processing	processing	NOUN
cana-2262	129	4	steps	step	NOUN
cana-2262	129	5	—	—	PUNCT
cana-2262	129	6	feature	feature	NOUN
cana-2262	129	7	extraction	extraction	NOUN
cana-2262	129	8	and	and	CCONJ
cana-2262	129	9	feature	feature	NOUN
cana-2262	129	10	classification	classification	NOUN
cana-2262	129	11	—	—	PUNCT
cana-2262	129	12	are	be	AUX
cana-2262	129	13	covered	cover	VERB
cana-2262	129	14	in	in	ADP
cana-2262	129	15	this	this	DET
cana-2262	129	16	chapter	chapter	NOUN
cana-2262	129	17	.	.	PUNCT
cana-2262	130	1	the	the	DET
cana-2262	130	2	pixel	pixel	PROPN
cana-2262	130	3	correlation	correlation	PROPN
cana-2262	130	4	histogram	histogram	NOUN
cana-2262	130	5	model	model	NOUN
cana-2262	130	6	is	be	AUX
cana-2262	130	7	applied	apply	VERB
cana-2262	130	8	as	as	ADP
cana-2262	130	9	part	part	NOUN
cana-2262	130	10	of	of	ADP
cana-2262	130	11	a	a	DET
cana-2262	130	12	pre	pre	ADJ
cana-2262	130	13	-	-	ADJ
cana-2262	130	14	processing	processing	ADJ
cana-2262	130	15	step	step	NOUN
cana-2262	130	16	to	to	PART
cana-2262	130	17	enhance	enhance	VERB
cana-2262	130	18	contrast	contrast	NOUN
cana-2262	130	19	and	and	CCONJ
cana-2262	130	20	lower	low	ADJ
cana-2262	130	21	noise	noise	NOUN
cana-2262	130	22	.	.	PUNCT
cana-2262	131	1	second	second	ADJ
cana-2262	131	2	,	,	PUNCT
cana-2262	131	3	the	the	DET
cana-2262	131	4	processed	process	VERB
cana-2262	131	5	ct	ct	NOUN
cana-2262	131	6	image	image	NOUN
cana-2262	131	7	was	be	AUX
cana-2262	131	8	patched	patch	VERB
cana-2262	131	9	using	use	VERB
cana-2262	131	10	asymmetric	asymmetric	ADJ
cana-2262	131	11	patching	patching	NOUN
cana-2262	131	12	,	,	PUNCT
cana-2262	131	13	symmetric	symmetric	ADJ
cana-2262	131	14	axis	axis	NOUN
cana-2262	131	15	processes	process	NOUN
cana-2262	131	16	,	,	PUNCT
cana-2262	131	17	and	and	CCONJ
cana-2262	131	18	hough	hough	NOUN
cana-2262	131	19	transformations	transformation	NOUN
cana-2262	131	20	to	to	PART
cana-2262	131	21	extract	extract	VERB
cana-2262	131	22	the	the	DET
cana-2262	131	23	poi	poi	PROPN
cana-2262	131	24	and	and	CCONJ
cana-2262	131	25	isolate	isolate	VERB
cana-2262	131	26	the	the	DET
cana-2262	131	27	ais	ais	NOUN
cana-2262	131	28	lesion	lesion	NOUN
cana-2262	131	29	site.the	site.the	DET
cana-2262	131	30	patched	patch	VERB
cana-2262	131	31	lesions	lesion	NOUN
cana-2262	131	32	were	be	AUX
cana-2262	131	33	sent	send	VERB
cana-2262	131	34	into	into	ADP
cana-2262	131	35	the	the	DET
cana-2262	131	36	rf	rf	NOUN
cana-2262	131	37	classifier	classifier	NOUN
cana-2262	131	38	to	to	PART
cana-2262	131	39	determine	determine	VERB
cana-2262	131	40	the	the	DET
cana-2262	131	41	output	output	NOUN
cana-2262	131	42	,	,	PUNCT
cana-2262	131	43	which	which	PRON
cana-2262	131	44	was	be	AUX
cana-2262	131	45	used	use	VERB
cana-2262	131	46	to	to	PART
cana-2262	131	47	identify	identify	VERB
cana-2262	131	48	the	the	DET
cana-2262	131	49	poi	poi	PROPN
cana-2262	131	50	region	region	NOUN
cana-2262	131	51	depending	depend	VERB
cana-2262	131	52	on	on	ADP
cana-2262	131	53	the	the	DET
cana-2262	131	54	ais	ais	NOUN
cana-2262	131	55	lesion	lesion	NOUN
cana-2262	131	56	.	.	PUNCT
cana-2262	132	1	since	since	SCONJ
cana-2262	132	2	the	the	DET
cana-2262	132	3	random	random	ADJ
cana-2262	132	4	forest	forest	NOUN
cana-2262	132	5	classifier	classifier	NOUN
cana-2262	132	6	is	be	AUX
cana-2262	132	7	so	so	ADV
cana-2262	132	8	effective	effective	ADJ
cana-2262	132	9	at	at	ADP
cana-2262	132	10	classifying	classify	VERB
cana-2262	132	11	images	image	NOUN
cana-2262	132	12	,	,	PUNCT
cana-2262	132	13	it	it	PRON
cana-2262	132	14	is	be	AUX
cana-2262	132	15	used	use	VERB
cana-2262	132	16	.	.	PUNCT
cana-2262	133	1	the	the	DET
cana-2262	133	2	findings	finding	NOUN
cana-2262	133	3	are	be	AUX
cana-2262	133	4	computed	compute	VERB
cana-2262	133	5	using	use	VERB
cana-2262	133	6	a	a	DET
cana-2262	133	7	variety	variety	NOUN
cana-2262	133	8	of	of	ADP
cana-2262	133	9	parameters	parameter	NOUN
cana-2262	133	10	,	,	PUNCT
cana-2262	133	11	including	include	VERB
cana-2262	133	12	dice	dice	NOUN
cana-2262	133	13	similarity	similarity	NOUN
cana-2262	133	14	index	index	NOUN
cana-2262	133	15	,	,	PUNCT
cana-2262	133	16	accuracy	accuracy	NOUN
cana-2262	133	17	,	,	PUNCT
cana-2262	133	18	specificity	specificity	NOUN
cana-2262	133	19	,	,	PUNCT
cana-2262	133	20	and	and	CCONJ
cana-2262	133	21	sensitivity	sensitivity	NOUN
cana-2262	133	22	.	.	PUNCT
cana-2262	134	1	the	the	DET
cana-2262	134	2	experimental	experimental	ADJ
cana-2262	134	3	outcome	outcome	NOUN
cana-2262	134	4	of	of	ADP
cana-2262	134	5	the	the	DET
cana-2262	134	6	newly	newly	ADV
cana-2262	134	7	suggested	suggest	VERB
cana-2262	134	8	patch	patch	NOUN
cana-2262	134	9	-	-	PUNCT
cana-2262	134	10	based	base	VERB
cana-2262	134	11	random	random	ADJ
cana-2262	134	12	classification	classification	NOUN
cana-2262	134	13	model	model	NOUN
cana-2262	134	14	is	be	AUX
cana-2262	134	15	compared	compare	VERB
cana-2262	134	16	with	with	ADP
cana-2262	134	17	recent	recent	ADJ
cana-2262	134	18	techniques	technique	NOUN
cana-2262	134	19	such	such	ADJ
cana-2262	134	20	as	as	ADP
cana-2262	134	21	svm	svm	PROPN
cana-2262	134	22	,	,	PUNCT
cana-2262	134	23	cnn	cnn	PROPN
cana-2262	134	24	,	,	PUNCT
cana-2262	134	25	and	and	CCONJ
cana-2262	134	26	dnn	dnn	PROPN
cana-2262	134	27	models	model	NOUN
cana-2262	134	28	.	.	PUNCT
cana-2262	135	1	compared	compare	VERB
cana-2262	135	2	to	to	ADP
cana-2262	135	3	other	other	ADJ
cana-2262	135	4	approaches	approach	NOUN
cana-2262	135	5	that	that	PRON
cana-2262	135	6	need	need	VERB
cana-2262	135	7	simple	simple	ADJ
cana-2262	135	8	processing	processing	NOUN
cana-2262	135	9	steps	step	NOUN
cana-2262	135	10	,	,	PUNCT
cana-2262	135	11	the	the	DET
cana-2262	135	12	rf	rf	NOUN
cana-2262	135	13	classifier	classifier	NOUN
cana-2262	135	14	is	be	AUX
cana-2262	135	15	more	more	ADV
cana-2262	135	16	efficient	efficient	ADJ
cana-2262	135	17	,	,	PUNCT
cana-2262	135	18	achieving	achieve	VERB
cana-2262	135	19	95	95	NUM
cana-2262	135	20	%	%	NOUN
cana-2262	135	21	accuracy	accuracy	NOUN
cana-2262	135	22	in	in	ADP
cana-2262	135	23	classification	classification	NOUN
cana-2262	135	24	.	.	PUNCT
cana-2262	136	1	hence	hence	ADV
cana-2262	136	2	,	,	PUNCT
cana-2262	136	3	the	the	DET
cana-2262	136	4	technique	technique	NOUN
cana-2262	136	5	is	be	AUX
cana-2262	136	6	suggested	suggest	VERB
cana-2262	136	7	for	for	ADP
cana-2262	136	8	the	the	DET
cana-2262	136	9	categorisation	categorisation	NOUN
cana-2262	136	10	of	of	ADP
cana-2262	136	11	ischemic	ischemic	ADJ
cana-2262	136	12	stroke	stroke	NOUN
cana-2262	136	13	lesions	lesion	NOUN
cana-2262	136	14	using	use	VERB
cana-2262	136	15	ct	ct	NUM
cana-2262	136	16	images	image	NOUN
cana-2262	136	17	.	.	PUNCT
cana-2262	137	1	references	reference	NOUN
cana-2262	137	2	[	[	X
cana-2262	137	3	1	1	NUM
cana-2262	137	4	]	]	X
cana-2262	137	5	bentley	bentley	PROPN
cana-2262	137	6	,	,	PUNCT
cana-2262	137	7	paul	paul	PROPN
cana-2262	137	8	,	,	PUNCT
cana-2262	137	9	jeban	jeban	VERB
cana-2262	137	10	ganesalingam	ganesalingam	ADV
cana-2262	137	11	,	,	PUNCT
cana-2262	137	12	anoma	anoma	PROPN
cana-2262	137	13	lalani	lalani	PROPN
cana-2262	137	14	carlton	carlton	PROPN
cana-2262	137	15	jones	jones	PROPN
cana-2262	137	16	,	,	PUNCT
cana-2262	137	17	kate	kate	PROPN
cana-2262	137	18	mahady	mahady	PROPN
cana-2262	137	19	,	,	PUNCT
cana-2262	137	20	sarah	sarah	PROPN
cana-2262	137	21	epton	epton	PROPN
cana-2262	137	22	,	,	PUNCT
cana-2262	137	23	paul	paul	PROPN
cana-2262	137	24	rinne	rinne	PROPN
cana-2262	137	25	,	,	PUNCT
cana-2262	137	26	pankaj	pankaj	PROPN
cana-2262	137	27	sharma	sharma	PROPN
cana-2262	137	28	,	,	PUNCT
cana-2262	137	29	omid	omid	PROPN
cana-2262	137	30	halse	halse	PROPN
cana-2262	137	31	,	,	PUNCT
cana-2262	137	32	amrish	amrish	PROPN
cana-2262	137	33	mehta	mehta	PROPN
cana-2262	137	34	,	,	PUNCT
cana-2262	137	35	and	and	CCONJ
cana-2262	137	36	daniel	daniel	PROPN
cana-2262	137	37	rueckert	rueckert	PROPN
cana-2262	137	38	.	.	PUNCT
cana-2262	138	1	"	"	PUNCT
cana-2262	138	2	prediction	prediction	NOUN
cana-2262	138	3	of	of	ADP
cana-2262	138	4	stroke	stroke	NOUN
cana-2262	138	5	thrombolysis	thrombolysis	NOUN
cana-2262	138	6	outcome	outcome	NOUN
cana-2262	138	7	using	use	VERB
cana-2262	138	8	ct	ct	NUM
cana-2262	138	9	brain	brain	NOUN
cana-2262	138	10	machine	machine	NOUN
cana-2262	138	11	learning	learning	NOUN
cana-2262	138	12	.	.	PUNCT
cana-2262	138	13	"	"	PUNCT
cana-2262	139	1	neuroimage	neuroimage	NOUN
cana-2262	139	2	:	:	PUNCT
cana-2262	139	3	clinical	clinical	ADJ
cana-2262	139	4	4	4	NUM
cana-2262	139	5	(	(	PUNCT
cana-2262	139	6	2014	2014	NUM
cana-2262	139	7	):	):	PUNCT
cana-2262	139	8	635	635	NUM
cana-2262	139	9	-	-	SYM
cana-2262	139	10	640	640	NUM
cana-2262	139	11	.	.	PUNCT
cana-2262	140	1	[	[	X
cana-2262	140	2	2	2	NUM
cana-2262	140	3	]	]	PUNCT
cana-2262	140	4	veera	veera	NOUN
cana-2262	140	5	boopathy	boopathy	PROPN
cana-2262	140	6	,	,	PUNCT
cana-2262	140	7	e.	e.	PROPN
cana-2262	140	8	,	,	PUNCT
cana-2262	140	9	peer	peer	NOUN
cana-2262	140	10	mohamed	mohamed	PROPN
cana-2262	140	11	appa	appa	PROPN
cana-2262	140	12	,	,	PUNCT
cana-2262	140	13	m.a.y	m.a.y	NOUN
cana-2262	140	14	.	.	PUNCT
cana-2262	140	15	,	,	PUNCT
cana-2262	140	16	pragadeswaran	pragadeswaran	PROPN
cana-2262	140	17	,	,	PUNCT
cana-2262	140	18	s.	s.	PROPN
cana-2262	140	19	,	,	PUNCT
cana-2262	140	20	karthick	karthick	PROPN
cana-2262	140	21	raja	raja	PROPN
cana-2262	140	22	,	,	PUNCT
cana-2262	140	23	d.	d.	PROPN
cana-2262	140	24	,	,	PUNCT
cana-2262	140	25	gowtham	gowtham	PROPN
cana-2262	140	26	,	,	PUNCT
cana-2262	140	27	m.	m.	NOUN
cana-2262	140	28	,	,	PUNCT
cana-2262	140	29	kishore	kishore	PROPN
cana-2262	140	30	,	,	PUNCT
cana-2262	140	31	r.	r.	PROPN
cana-2262	140	32	,	,	PUNCT
cana-2262	140	33	vimalraj	vimalraj	VERB
cana-2262	140	34	,	,	PUNCT
cana-2262	140	35	p.	p.	NOUN
cana-2262	140	36	,	,	PUNCT
cana-2262	140	37	&	&	CCONJ
cana-2262	140	38	vissnuvardhan	vissnuvardhan	PROPN
cana-2262	140	39	,	,	PUNCT
cana-2262	140	40	k.	k.	PROPN
cana-2262	140	41	(	(	PUNCT
cana-2262	140	42	2024	2024	NUM
cana-2262	140	43	)	)	PUNCT
cana-2262	140	44	.	.	PUNCT
cana-2262	141	1	a	a	DET
cana-2262	141	2	data	datum	NOUN
cana-2262	141	3	driven	drive	VERB
cana-2262	141	4	approach	approach	NOUN
cana-2262	141	5	through	through	ADP
cana-2262	141	6	iomt	iomt	PROPN
cana-2262	141	7	based	base	VERB
cana-2262	141	8	patient	patient	ADJ
cana-2262	141	9	healthcare	healthcare	NOUN
cana-2262	141	10	monitoring	monitoring	NOUN
cana-2262	141	11	system	system	NOUN
cana-2262	141	12	.	.	PUNCT
cana-2262	142	1	archives	archive	NOUN
cana-2262	142	2	for	for	ADP
cana-2262	142	3	technical	technical	ADJ
cana-2262	142	4	sciences	science	NOUN
cana-2262	142	5	,	,	PUNCT
cana-2262	142	6	2(31	2(31	NUM
cana-2262	142	7	)	)	PUNCT
cana-2262	142	8	,	,	PUNCT
cana-2262	142	9	9	9	NUM
cana-2262	142	10	-	-	SYM
cana-2262	142	11	15	15	NUM
cana-2262	142	12	.	.	PUNCT
cana-2262	143	1	[	[	X
cana-2262	143	2	3	3	NUM
cana-2262	143	3	]	]	X
cana-2262	143	4	wei	wei	PROPN
cana-2262	143	5	,	,	PUNCT
cana-2262	143	6	jianyong	jianyong	PROPN
cana-2262	143	7	,	,	PUNCT
cana-2262	143	8	kai	kai	PROPN
cana-2262	143	9	shang	shang	PROPN
cana-2262	143	10	,	,	PUNCT
cana-2262	143	11	xiaoer	xiaoer	PROPN
cana-2262	143	12	wei	wei	PROPN
cana-2262	143	13	,	,	PUNCT
cana-2262	143	14	yueqi	yueqi	PROPN
cana-2262	143	15	zhu	zhu	PROPN
cana-2262	143	16	,	,	PUNCT
cana-2262	143	17	yang	yang	PROPN
cana-2262	143	18	yuan	yuan	PROPN
cana-2262	143	19	,	,	PUNCT
cana-2262	143	20	mengfei	mengfei	PROPN
cana-2262	143	21	wang	wang	PROPN
cana-2262	143	22	,	,	PUNCT
cana-2262	143	23	chengyu	chengyu	PROPN
cana-2262	143	24	ding	ding	PROPN
cana-2262	143	25	et	et	PROPN
cana-2262	143	26	al	al	PROPN
cana-2262	143	27	.	.	PUNCT
cana-2262	144	1	"	"	PUNCT
cana-2262	144	2	deep	deep	ADJ
cana-2262	144	3	learning	learning	NOUN
cana-2262	144	4	-	-	PUNCT
cana-2262	144	5	based	base	VERB
cana-2262	144	6	automatic	automatic	ADJ
cana-2262	144	7	aspects	aspect	NOUN
cana-2262	144	8	calculation	calculation	NOUN
cana-2262	144	9	can	can	AUX
cana-2262	144	10	improve	improve	VERB
cana-2262	144	11	diagnosis	diagnosis	NOUN
cana-2262	144	12	efficiency	efficiency	NOUN
cana-2262	144	13	in	in	ADP
cana-2262	144	14	patients	patient	NOUN
cana-2262	144	15	with	with	ADP
cana-2262	144	16	acute	acute	ADJ
cana-2262	144	17	ischemic	ischemic	ADJ
cana-2262	144	18	stroke	stroke	NOUN
cana-2262	144	19	:	:	PUNCT
cana-2262	144	20	a	a	DET
cana-2262	144	21	multicenter	multicenter	ADJ
cana-2262	144	22	study	study	NOUN
cana-2262	144	23	.	.	PUNCT
cana-2262	144	24	"	"	PUNCT
cana-2262	145	1	european	european	ADJ
cana-2262	145	2	radiology	radiology	NOUN
cana-2262	145	3	(	(	PUNCT
cana-2262	145	4	2024	2024	NUM
cana-2262	145	5	):	):	PUNCT
cana-2262	145	6	1	1	NUM
cana-2262	145	7	-	-	SYM
cana-2262	145	8	13	13	NUM
cana-2262	145	9	.	.	PUNCT
cana-2262	146	1	[	[	X
cana-2262	146	2	4	4	NUM
cana-2262	146	3	]	]	PUNCT
cana-2262	146	4	dr.r	dr.r	NOUN
cana-2262	146	5	.	.	PUNCT
cana-2262	146	6	mohandas	mohandas	PROPN
cana-2262	146	7	,	,	PUNCT
cana-2262	146	8	dr.s	dr.s	PROPN
cana-2262	146	9	.	.	PUNCT
cana-2262	147	1	veena	veena	PROPN
cana-2262	147	2	,	,	PUNCT
cana-2262	147	3	g.	g.	PROPN
cana-2262	147	4	kirubasri	kirubasri	PROPN
cana-2262	147	5	,	,	PUNCT
cana-2262	147	6	i.	i.	PROPN
cana-2262	147	7	thusnavis	thusnavis	PROPN
cana-2262	147	8	bella	bella	PROPN
cana-2262	147	9	mary	mary	PROPN
cana-2262	147	10	,	,	PUNCT
cana-2262	147	11	&	&	CCONJ
cana-2262	147	12	dr.r	dr.r	NOUN
cana-2262	147	13	.	.	PUNCT
cana-2262	148	1	udayakumar	udayakumar	PROPN
cana-2262	148	2	.	.	PUNCT
cana-2262	149	1	(	(	PUNCT
cana-2262	149	2	2024	2024	NUM
cana-2262	149	3	)	)	PUNCT
cana-2262	149	4	.	.	PUNCT
cana-2262	150	1	federated	federate	VERB
cana-2262	150	2	learning	learning	NOUN
cana-2262	150	3	with	with	ADP
cana-2262	150	4	homomorphic	homomorphic	ADJ
cana-2262	150	5	encryption	encryption	NOUN
cana-2262	150	6	for	for	ADP
cana-2262	150	7	ensuring	ensure	VERB
cana-2262	150	8	privacy	privacy	NOUN
cana-2262	150	9	in	in	ADP
cana-2262	150	10	medical	medical	ADJ
cana-2262	150	11	data	datum	NOUN
cana-2262	150	12	.	.	PUNCT
cana-2262	151	1	indian	indian	PROPN
cana-2262	151	2	journal	journal	PROPN
cana-2262	151	3	of	of	ADP
cana-2262	151	4	information	information	NOUN
cana-2262	151	5	sources	source	NOUN
cana-2262	151	6	and	and	CCONJ
cana-2262	151	7	services	service	NOUN
cana-2262	151	8	,	,	PUNCT
cana-2262	151	9	14(2	14(2	NUM
cana-2262	151	10	)	)	PUNCT
cana-2262	151	11	,	,	PUNCT
cana-2262	151	12	17–23	17–23	NUM
cana-2262	151	13	.	.	PUNCT
cana-2262	152	1	https://doi.org/10.51983/ijiss-2024.14.2.03	https://doi.org/10.51983/ijiss-2024.14.2.03	PRON
cana-2262	152	2	[	[	X
cana-2262	152	3	5	5	NUM
cana-2262	152	4	]	]	X
cana-2262	152	5	brugnara	brugnara	NOUN
cana-2262	152	6	,	,	PUNCT
cana-2262	152	7	gianluca	gianluca	PROPN
cana-2262	152	8	,	,	PUNCT
cana-2262	152	9	ulf	ulf	PROPN
cana-2262	152	10	neuberger	neuberger	PROPN
cana-2262	152	11	,	,	PUNCT
cana-2262	152	12	mustafa	mustafa	PROPN
cana-2262	152	13	a.	a.	PROPN
cana-2262	152	14	mahmutoglu	mahmutoglu	PROPN
cana-2262	152	15	,	,	PUNCT
cana-2262	152	16	martha	martha	PROPN
cana-2262	152	17	foltyn	foltyn	PROPN
cana-2262	152	18	,	,	PUNCT
cana-2262	152	19	christian	christian	PROPN
cana-2262	152	20	herweh	herweh	PROPN
cana-2262	152	21	,	,	PUNCT
cana-2262	152	22	simon	simon	PROPN
cana-2262	152	23	nagel	nagel	PROPN
cana-2262	152	24	,	,	PUNCT
cana-2262	152	25	silvia	silvia	PROPN
cana-2262	152	26	schönenberger	schönenberger	PROPN
cana-2262	152	27	et	et	PROPN
cana-2262	152	28	al	al	PROPN
cana-2262	152	29	.	.	PUNCT
cana-2262	153	1	"	"	PUNCT
cana-2262	153	2	multimodal	multimodal	ADJ
cana-2262	153	3	predictive	predictive	ADJ
cana-2262	153	4	modeling	modeling	NOUN
cana-2262	153	5	of	of	ADP
cana-2262	153	6	endovascular	endovascular	ADJ
cana-2262	153	7	treatment	treatment	NOUN
cana-2262	153	8	outcome	outcome	NOUN
cana-2262	153	9	for	for	ADP
cana-2262	153	10	acute	acute	ADJ
cana-2262	153	11	ischemic	ischemic	ADJ
cana-2262	153	12	stroke	stroke	NOUN
cana-2262	153	13	using	use	VERB
cana-2262	153	14	machine	machine	NOUN
cana-2262	153	15	-	-	PUNCT
cana-2262	153	16	learning	learning	NOUN
cana-2262	153	17	.	.	PUNCT
cana-2262	153	18	"	"	PUNCT
cana-2262	154	1	stroke	stroke	NOUN
cana-2262	154	2	51	51	NUM
cana-2262	154	3	,	,	PUNCT
cana-2262	154	4	no	no	INTJ
cana-2262	154	5	.	.	NOUN
cana-2262	154	6	12	12	NUM
cana-2262	154	7	(	(	PUNCT
cana-2262	154	8	2020	2020	NUM
cana-2262	154	9	):	):	PUNCT
cana-2262	154	10	3541	3541	NUM
cana-2262	154	11	-	-	SYM
cana-2262	154	12	3551	3551	NUM
cana-2262	154	13	.	.	PUNCT
cana-2262	155	1	[	[	X
cana-2262	155	2	6	6	NUM
cana-2262	155	3	]	]	PUNCT
cana-2262	155	4	s.	s.	PROPN
cana-2262	155	5	neelima	neelima	PROPN
cana-2262	155	6	,	,	PUNCT
cana-2262	155	7	manoj	manoj	PROPN
cana-2262	155	8	govindaraj	govindaraj	NOUN
cana-2262	155	9	,	,	PUNCT
cana-2262	155	10	dr.k	dr.k	ADV
cana-2262	155	11	.	.	PUNCT
cana-2262	156	1	subramani	subramani	PROPN
cana-2262	156	2	,	,	PUNCT
cana-2262	156	3	ahmed	ahmed	PROPN
cana-2262	156	4	alkhayyat	alkhayyat	PROPN
cana-2262	156	5	,	,	PUNCT
cana-2262	156	6	&	&	CCONJ
cana-2262	156	7	dr	dr	PROPN
cana-2262	156	8	.	.	PROPN
cana-2262	156	9	chippy	chippy	PROPN
cana-2262	156	10	mohan	mohan	PROPN
cana-2262	156	11	.	.	PUNCT
cana-2262	157	1	(	(	PUNCT
cana-2262	157	2	2024	2024	NUM
cana-2262	157	3	)	)	PUNCT
cana-2262	157	4	.	.	PUNCT
cana-2262	158	1	factors	factor	NOUN
cana-2262	158	2	influencing	influence	VERB
cana-2262	158	3	data	datum	NOUN
cana-2262	158	4	utilization	utilization	NOUN
cana-2262	158	5	and	and	CCONJ
cana-2262	158	6	performance	performance	NOUN
cana-2262	158	7	of	of	ADP
cana-2262	158	8	health	health	NOUN
cana-2262	158	9	management	management	NOUN
cana-2262	158	10	information	information	NOUN
cana-2262	158	11	systems	system	NOUN
cana-2262	158	12	:	:	PUNCT
cana-2262	158	13	a	a	DET
cana-2262	158	14	case	case	NOUN
cana-2262	158	15	study	study	NOUN
cana-2262	158	16	.	.	PUNCT
cana-2262	159	1	indian	indian	PROPN
cana-2262	159	2	journal	journal	PROPN
cana-2262	159	3	of	of	ADP
cana-2262	159	4	information	information	NOUN
cana-2262	159	5	sources	source	NOUN
cana-2262	159	6	and	and	CCONJ
cana-2262	159	7	services	service	NOUN
cana-2262	159	8	,	,	PUNCT
cana-2262	159	9	14(2	14(2	NUM
cana-2262	159	10	)	)	PUNCT
cana-2262	159	11	,	,	PUNCT
cana-2262	159	12	146–152	146–152	NUM
cana-2262	159	13	.	.	PUNCT
cana-2262	160	1	https://doi.org/10.51983/ijiss-2024.14.2.21	https://doi.org/10.51983/ijiss-2024.14.2.21	NOUN
cana-2262	160	2	[	[	X
cana-2262	160	3	7	7	NUM
cana-2262	160	4	]	]	X
cana-2262	160	5	pakkiraiah	pakkiraiah	PROPN
cana-2262	160	6	,	,	PUNCT
cana-2262	160	7	c.	c.	PROPN
cana-2262	160	8	,	,	PUNCT
cana-2262	160	9	and	and	CCONJ
cana-2262	160	10	r.v.s	r.v.s	NOUN
cana-2262	160	11	.	.	PUNCT
cana-2262	160	12	satyanarayana	satyanarayana	PROPN
cana-2262	160	13	.	.	PUNCT
cana-2262	161	1	"	"	PUNCT
cana-2262	161	2	design	design	NOUN
cana-2262	161	3	and	and	CCONJ
cana-2262	161	4	fpga	fpga	PROPN
cana-2262	161	5	realization	realization	NOUN
cana-2262	161	6	of	of	ADP
cana-2262	161	7	energy	energy	NOUN
cana-2262	161	8	efficient	efficient	ADJ
cana-2262	161	9	reversible	reversible	ADJ
cana-2262	161	10	full	full	ADJ
cana-2262	161	11	adder	adder	NOUN
cana-2262	161	12	for	for	ADP
cana-2262	161	13	digital	digital	ADJ
cana-2262	161	14	computing	computing	NOUN
cana-2262	161	15	applications	application	NOUN
cana-2262	161	16	.	.	PUNCT
cana-2262	161	17	"	"	PUNCT
cana-2262	162	1	journal	journal	PROPN
cana-2262	162	2	of	of	ADP
cana-2262	162	3	vlsi	vlsi	PROPN
cana-2262	162	4	circuits	circuit	NOUN
cana-2262	162	5	and	and	CCONJ
cana-2262	162	6	systems	system	NOUN
cana-2262	162	7	,	,	PUNCT
cana-2262	162	8	vol	vol	NOUN
cana-2262	162	9	.	.	PROPN
cana-2262	162	10	6	6	NUM
cana-2262	162	11	,	,	PUNCT
cana-2262	162	12	no	no	INTJ
cana-2262	162	13	.	.	NOUN
cana-2262	162	14	1	1	NUM
cana-2262	162	15	,	,	PUNCT
cana-2262	162	16	2024	2024	NUM
cana-2262	162	17	,	,	PUNCT
cana-2262	162	18	pp	pp	ADJ
cana-2262	162	19	.	.	PUNCT
cana-2262	163	1	7	7	NUM
cana-2262	163	2	-	-	SYM
cana-2262	163	3	18	18	NUM
cana-2262	163	4	.	.	PUNCT
cana-2262	164	1	[	[	X
cana-2262	164	2	8	8	NUM
cana-2262	164	3	]	]	X
cana-2262	164	4	kodric	kodric	PROPN
cana-2262	164	5	,	,	PUNCT
cana-2262	164	6	z.	z.	PROPN
cana-2262	164	7	,	,	PUNCT
cana-2262	164	8	vrhovec	vrhovec	PROPN
cana-2262	164	9	,	,	PUNCT
cana-2262	164	10	s.	s.	PROPN
cana-2262	164	11	,	,	PUNCT
cana-2262	164	12	&	&	CCONJ
cana-2262	164	13	jelovcan	jelovcan	PROPN
cana-2262	164	14	,	,	PUNCT
cana-2262	164	15	l.	l.	PROPN
cana-2262	164	16	(	(	PUNCT
cana-2262	164	17	2021	2021	NUM
cana-2262	164	18	)	)	PUNCT
cana-2262	164	19	.	.	PUNCT
cana-2262	165	1	securing	secure	VERB
cana-2262	165	2	edge	edge	NOUN
cana-2262	165	3	-	-	PUNCT
cana-2262	165	4	enabled	enable	VERB
cana-2262	165	5	smart	smart	ADJ
cana-2262	165	6	healthcare	healthcare	NOUN
cana-2262	165	7	systems	system	NOUN
cana-2262	165	8	with	with	ADP
cana-2262	165	9	blockchain	blockchain	PROPN
cana-2262	165	10	:	:	PUNCT
cana-2262	165	11	a	a	DET
cana-2262	165	12	systematic	systematic	ADJ
cana-2262	165	13	literature	literature	PROPN
cana-2262	165	14	review	review	PROPN
cana-2262	165	15	.	.	PUNCT
cana-2262	166	1	journal	journal	PROPN
cana-2262	166	2	of	of	ADP
cana-2262	166	3	internet	internet	NOUN
cana-2262	166	4	services	service	NOUN
cana-2262	166	5	and	and	CCONJ
cana-2262	166	6	information	information	NOUN
cana-2262	166	7	security	security	NOUN
cana-2262	166	8	,	,	PUNCT
cana-2262	166	9	11(4	11(4	NUM
cana-2262	166	10	)	)	PUNCT
cana-2262	166	11	,	,	PUNCT
cana-2262	166	12	19	19	NUM
cana-2262	166	13	-	-	SYM
cana-2262	166	14	32	32	NUM
cana-2262	166	15	.	.	PUNCT
cana-2262	167	1	https://doi.org/10.51983/ijiss-2024.14.2.03	https://doi.org/10.51983/ijiss-2024.14.2.03	ADJ
cana-2262	167	2	https://doi.org/10.51983/ijiss-2024.14.2.21	https://doi.org/10.51983/ijiss-2024.14.2.21	ADJ
cana-2262	167	3	communications	communication	NOUN
cana-2262	167	4	on	on	ADP
cana-2262	167	5	applied	apply	VERB
cana-2262	167	6	nonlinear	nonlinear	ADJ
cana-2262	167	7	analysis	analysis	NOUN
cana-2262	167	8	issn	issn	NOUN
cana-2262	167	9	:	:	PUNCT
cana-2262	167	10	1074	1074	NUM
cana-2262	167	11	-	-	PUNCT
cana-2262	167	12	133x	133x	NUM
cana-2262	167	13	vol	vol	NOUN
cana-2262	167	14	32	32	NUM
cana-2262	167	15	no	no	NOUN
cana-2262	167	16	.	.	PUNCT
cana-2262	168	1	2s	2s	NUM
cana-2262	168	2	(	(	PUNCT
cana-2262	168	3	2025	2025	NUM
cana-2262	168	4	)	)	PUNCT
cana-2262	168	5	173	173	NUM
cana-2262	168	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-2262	169	1	[	[	X
cana-2262	169	2	9	9	NUM
cana-2262	169	3	]	]	SYM
cana-2262	169	4	murray	murray	PROPN
cana-2262	169	5	,	,	PUNCT
cana-2262	169	6	nick	nick	PROPN
cana-2262	169	7	m.	m.	PROPN
cana-2262	169	8	,	,	PUNCT
cana-2262	169	9	mathias	mathias	PROPN
cana-2262	169	10	unberath	unberath	PROPN
cana-2262	169	11	,	,	PUNCT
cana-2262	169	12	gregory	gregory	PROPN
cana-2262	169	13	d.	d.	PROPN
cana-2262	169	14	hager	hager	PROPN
cana-2262	169	15	,	,	PUNCT
cana-2262	169	16	and	and	CCONJ
cana-2262	169	17	ferdinand	ferdinand	PROPN
cana-2262	169	18	k.	k.	PROPN
cana-2262	169	19	hui	hui	PROPN
cana-2262	169	20	.	.	PUNCT
cana-2262	170	1	"	"	PUNCT
cana-2262	170	2	artificial	artificial	ADJ
cana-2262	170	3	intelligence	intelligence	NOUN
cana-2262	170	4	to	to	PART
cana-2262	170	5	diagnose	diagnose	VERB
cana-2262	170	6	ischemic	ischemic	ADJ
cana-2262	170	7	stroke	stroke	NOUN
cana-2262	170	8	and	and	CCONJ
cana-2262	170	9	identify	identify	VERB
cana-2262	170	10	large	large	ADJ
cana-2262	170	11	vessel	vessel	NOUN
cana-2262	170	12	occlusions	occlusion	NOUN
cana-2262	170	13	:	:	PUNCT
cana-2262	170	14	a	a	DET
cana-2262	170	15	systematic	systematic	ADJ
cana-2262	170	16	review	review	NOUN
cana-2262	170	17	.	.	PUNCT
cana-2262	170	18	"	"	PUNCT
cana-2262	171	1	journal	journal	NOUN
cana-2262	171	2	of	of	ADP
cana-2262	171	3	neurointerventional	neurointerventional	ADJ
cana-2262	171	4	surgery	surgery	NOUN
cana-2262	171	5	12	12	NUM
cana-2262	171	6	,	,	PUNCT
cana-2262	171	7	no	no	INTJ
cana-2262	171	8	.	.	NOUN
cana-2262	171	9	2	2	NUM
cana-2262	171	10	(	(	PUNCT
cana-2262	171	11	2020	2020	NUM
cana-2262	171	12	):	):	PUNCT
cana-2262	171	13	156	156	NUM
cana-2262	171	14	-	-	SYM
cana-2262	171	15	164	164	NUM
cana-2262	171	16	.	.	PUNCT
cana-2262	172	1	[	[	X
cana-2262	172	2	10	10	NUM
cana-2262	172	3	]	]	X
cana-2262	172	4	sonya	sonya	PROPN
cana-2262	172	5	,	,	PUNCT
cana-2262	172	6	a.	a.	PROPN
cana-2262	172	7	,	,	PUNCT
cana-2262	172	8	&	&	CCONJ
cana-2262	172	9	kavitha	kavitha	PROPN
cana-2262	172	10	,	,	PUNCT
cana-2262	172	11	g.	g.	PROPN
cana-2262	172	12	(	(	PUNCT
cana-2262	172	13	2022	2022	NUM
cana-2262	172	14	)	)	PUNCT
cana-2262	172	15	.	.	PUNCT
cana-2262	173	1	a	a	DET
cana-2262	173	2	data	data	NOUN
cana-2262	173	3	integrity	integrity	NOUN
cana-2262	173	4	and	and	CCONJ
cana-2262	173	5	security	security	NOUN
cana-2262	173	6	approach	approach	NOUN
cana-2262	173	7	for	for	ADP
cana-2262	173	8	health	health	NOUN
cana-2262	173	9	care	care	NOUN
cana-2262	173	10	data	datum	NOUN
cana-2262	173	11	in	in	ADP
cana-2262	173	12	cloud	cloud	PROPN
cana-2262	173	13	environment	environment	NOUN
cana-2262	173	14	.	.	PUNCT
cana-2262	174	1	journal	journal	PROPN
cana-2262	174	2	of	of	ADP
cana-2262	174	3	internet	internet	NOUN
cana-2262	174	4	services	service	NOUN
cana-2262	174	5	and	and	CCONJ
cana-2262	174	6	information	information	NOUN
cana-2262	174	7	security	security	NOUN
cana-2262	174	8	,	,	PUNCT
cana-2262	174	9	12(4	12(4	NUM
cana-2262	174	10	)	)	PUNCT
cana-2262	174	11	,	,	PUNCT
cana-2262	174	12	246	246	NUM
cana-2262	174	13	-	-	SYM
cana-2262	174	14	256	256	NUM
cana-2262	174	15	.	.	PUNCT
cana-2262	175	1	[	[	X
cana-2262	175	2	11	11	NUM
cana-2262	175	3	]	]	SYM
cana-2262	175	4	ho	ho	PROPN
cana-2262	175	5	,	,	PUNCT
cana-2262	175	6	king	king	PROPN
cana-2262	175	7	chung	chung	PROPN
cana-2262	175	8	,	,	PUNCT
cana-2262	175	9	william	william	PROPN
cana-2262	175	10	speier	speier	PROPN
cana-2262	175	11	,	,	PUNCT
cana-2262	175	12	haoyue	haoyue	PROPN
cana-2262	175	13	zhang	zhang	PROPN
cana-2262	175	14	,	,	PUNCT
cana-2262	175	15	fabien	fabien	PROPN
cana-2262	175	16	scalzo	scalzo	PROPN
cana-2262	175	17	,	,	PUNCT
cana-2262	175	18	suzie	suzie	PROPN
cana-2262	175	19	el	el	PROPN
cana-2262	175	20	-	-	PUNCT
cana-2262	175	21	saden	saden	NOUN
cana-2262	175	22	,	,	PUNCT
cana-2262	175	23	and	and	CCONJ
cana-2262	175	24	corey	corey	PROPN
cana-2262	175	25	w.	w.	PROPN
cana-2262	175	26	arnold	arnold	PROPN
cana-2262	175	27	.	.	PUNCT
cana-2262	176	1	"	"	PUNCT
cana-2262	176	2	a	a	DET
cana-2262	176	3	machine	machine	NOUN
cana-2262	176	4	learning	learn	VERB
cana-2262	176	5	approach	approach	NOUN
cana-2262	176	6	for	for	ADP
cana-2262	176	7	classifying	classify	VERB
cana-2262	176	8	ischemic	ischemic	ADJ
cana-2262	176	9	stroke	stroke	NOUN
cana-2262	176	10	onset	onset	VERB
cana-2262	176	11	time	time	NOUN
cana-2262	176	12	from	from	ADP
cana-2262	176	13	imaging	imaging	NOUN
cana-2262	176	14	.	.	PUNCT
cana-2262	176	15	"	"	PUNCT
cana-2262	177	1	ieee	ieee	NOUN
cana-2262	177	2	transactions	transaction	NOUN
cana-2262	177	3	on	on	ADP
cana-2262	177	4	medical	medical	ADJ
cana-2262	177	5	imaging	imaging	NOUN
cana-2262	177	6	38	38	NUM
cana-2262	177	7	,	,	PUNCT
cana-2262	177	8	no	no	INTJ
cana-2262	177	9	.	.	NOUN
cana-2262	177	10	7	7	NUM
cana-2262	177	11	(	(	PUNCT
cana-2262	177	12	2019	2019	NUM
cana-2262	177	13	):	):	PUNCT
cana-2262	177	14	1666	1666	NUM
cana-2262	177	15	-	-	SYM
cana-2262	177	16	1676	1676	NUM
cana-2262	177	17	.	.	PUNCT
cana-2262	178	1	[	[	X
cana-2262	178	2	12	12	NUM
cana-2262	178	3	]	]	X
cana-2262	178	4	mansouri	mansouri	PROPN
cana-2262	178	5	,	,	PUNCT
cana-2262	178	6	s.	s.	PROPN
cana-2262	178	7	(	(	PUNCT
cana-2262	178	8	2023	2023	NUM
cana-2262	178	9	)	)	PUNCT
cana-2262	178	10	.	.	PUNCT
cana-2262	179	1	application	application	NOUN
cana-2262	179	2	of	of	ADP
cana-2262	179	3	neural	neural	ADJ
cana-2262	179	4	networks	network	NOUN
cana-2262	179	5	in	in	ADP
cana-2262	179	6	the	the	DET
cana-2262	179	7	medical	medical	ADJ
cana-2262	179	8	field	field	NOUN
cana-2262	179	9	.	.	PUNCT
cana-2262	180	1	journal	journal	NOUN
cana-2262	180	2	of	of	ADP
cana-2262	180	3	wireless	wireless	ADJ
cana-2262	180	4	mobile	mobile	ADJ
cana-2262	180	5	networks	network	NOUN
cana-2262	180	6	,	,	PUNCT
cana-2262	180	7	ubiquitous	ubiquitous	ADJ
cana-2262	180	8	computing	computing	NOUN
cana-2262	180	9	,	,	PUNCT
cana-2262	180	10	and	and	CCONJ
cana-2262	180	11	dependable	dependable	ADJ
cana-2262	180	12	applications	application	NOUN
cana-2262	180	13	,	,	PUNCT
cana-2262	180	14	14(1	14(1	NUM
cana-2262	180	15	)	)	PUNCT
cana-2262	180	16	,	,	PUNCT
cana-2262	180	17	69	69	NUM
cana-2262	180	18	-	-	SYM
cana-2262	180	19	81	81	NUM
cana-2262	180	20	.	.	PUNCT
cana-2262	181	1	[	[	X
cana-2262	181	2	13	13	NUM
cana-2262	181	3	]	]	SYM
cana-2262	181	4	öman	öman	NOUN
cana-2262	181	5	,	,	PUNCT
cana-2262	181	6	olli	olli	PROPN
cana-2262	181	7	,	,	PUNCT
cana-2262	181	8	teemu	teemu	PROPN
cana-2262	181	9	mäkelä	mäkelä	PROPN
cana-2262	181	10	,	,	PUNCT
cana-2262	181	11	eero	eero	PROPN
cana-2262	181	12	salli	salli	PROPN
cana-2262	181	13	,	,	PUNCT
cana-2262	181	14	sauli	sauli	PROPN
cana-2262	181	15	savolainen	savolainen	PROPN
cana-2262	181	16	,	,	PUNCT
cana-2262	181	17	and	and	CCONJ
cana-2262	181	18	marko	marko	PROPN
cana-2262	181	19	kangasniemi	kangasniemi	PROPN
cana-2262	181	20	.	.	PUNCT
cana-2262	182	1	"	"	PUNCT
cana-2262	182	2	3d	3d	NUM
cana-2262	182	3	convolutional	convolutional	ADJ
cana-2262	182	4	neural	neural	ADJ
cana-2262	182	5	networks	network	NOUN
cana-2262	182	6	applied	apply	VERB
cana-2262	182	7	to	to	ADP
cana-2262	182	8	ct	ct	NUM
cana-2262	182	9	angiography	angiography	NOUN
cana-2262	182	10	in	in	ADP
cana-2262	182	11	the	the	DET
cana-2262	182	12	detection	detection	NOUN
cana-2262	182	13	of	of	ADP
cana-2262	182	14	acute	acute	ADJ
cana-2262	182	15	ischemic	ischemic	ADJ
cana-2262	182	16	stroke	stroke	NOUN
cana-2262	182	17	.	.	PUNCT
cana-2262	182	18	"	"	PUNCT
cana-2262	183	1	european	european	ADJ
cana-2262	183	2	radiology	radiology	NOUN
cana-2262	183	3	experimental	experimental	ADJ
cana-2262	183	4	3	3	NUM
cana-2262	183	5	(	(	PUNCT
cana-2262	183	6	2019	2019	NUM
cana-2262	183	7	):	):	PUNCT
cana-2262	183	8	1	1	NUM
cana-2262	183	9	-	-	SYM
cana-2262	183	10	11	11	NUM
cana-2262	183	11	.	.	PUNCT
cana-2262	184	1	[	[	X
cana-2262	184	2	14	14	NUM
cana-2262	184	3	]	]	X
cana-2262	184	4	odeh	odeh	PROPN
cana-2262	184	5	,	,	PUNCT
cana-2262	184	6	a.	a.	NOUN
cana-2262	184	7	,	,	PUNCT
cana-2262	184	8	&	&	CCONJ
cana-2262	184	9	taleb	taleb	PROPN
cana-2262	184	10	,	,	PUNCT
cana-2262	184	11	a.	a.	NOUN
cana-2262	184	12	a.	a.	NOUN
cana-2262	184	13	(	(	PUNCT
cana-2262	184	14	2023	2023	NUM
cana-2262	184	15	)	)	PUNCT
cana-2262	184	16	.	.	PUNCT
cana-2262	185	1	a	a	DET
cana-2262	185	2	multi	multi	ADJ
cana-2262	185	3	-	-	ADJ
cana-2262	185	4	faceted	faceted	ADJ
cana-2262	185	5	encryption	encryption	NOUN
cana-2262	185	6	strategy	strategy	NOUN
cana-2262	185	7	for	for	ADP
cana-2262	185	8	securing	secure	VERB
cana-2262	185	9	patient	patient	ADJ
cana-2262	185	10	information	information	NOUN
cana-2262	185	11	in	in	ADP
cana-2262	185	12	medical	medical	ADJ
cana-2262	185	13	imaging	imaging	NOUN
cana-2262	185	14	.	.	PUNCT
cana-2262	186	1	journal	journal	PROPN
cana-2262	186	2	of	of	ADP
cana-2262	186	3	wireless	wireless	ADJ
cana-2262	186	4	mobile	mobile	ADJ
cana-2262	186	5	networks	network	NOUN
cana-2262	186	6	,	,	PUNCT
cana-2262	186	7	ubiquitous	ubiquitous	ADJ
cana-2262	186	8	computing	computing	NOUN
cana-2262	186	9	,	,	PUNCT
cana-2262	186	10	and	and	CCONJ
cana-2262	186	11	dependable	dependable	ADJ
cana-2262	186	12	applications	application	NOUN
cana-2262	186	13	,	,	PUNCT
cana-2262	186	14	14(4	14(4	NUM
cana-2262	186	15	)	)	PUNCT
cana-2262	186	16	,	,	PUNCT
cana-2262	186	17	164176	164176	NUM
cana-2262	186	18	.	.	PUNCT
cana-2262	187	1	[	[	X
cana-2262	187	2	15	15	NUM
cana-2262	187	3	]	]	X
cana-2262	187	4	qiu	qiu	PROPN
cana-2262	187	5	,	,	PUNCT
cana-2262	187	6	wu	wu	PROPN
cana-2262	187	7	,	,	PUNCT
cana-2262	187	8	hulin	hulin	PROPN
cana-2262	187	9	kuang	kuang	PROPN
cana-2262	187	10	,	,	PUNCT
cana-2262	187	11	ericka	ericka	PROPN
cana-2262	187	12	teleg	teleg	PROPN
cana-2262	187	13	,	,	PUNCT
cana-2262	187	14	johanna	johanna	PROPN
cana-2262	187	15	m.	m.	PROPN
cana-2262	187	16	ospel	ospel	PROPN
cana-2262	187	17	,	,	PUNCT
cana-2262	187	18	sung	sing	VERB
cana-2262	187	19	il	il	PROPN
cana-2262	187	20	sohn	sohn	PROPN
cana-2262	187	21	,	,	PUNCT
cana-2262	187	22	mohammed	mohammed	PROPN
cana-2262	187	23	almekhlafi	almekhlafi	PROPN
cana-2262	187	24	,	,	PUNCT
cana-2262	187	25	mayank	mayank	PROPN
cana-2262	187	26	goyal	goyal	PROPN
cana-2262	187	27	,	,	PUNCT
cana-2262	187	28	michael	michael	PROPN
cana-2262	187	29	d.	d.	PROPN
cana-2262	187	30	hill	hill	PROPN
cana-2262	187	31	,	,	PUNCT
cana-2262	187	32	andrew	andrew	PROPN
cana-2262	187	33	m.	m.	PROPN
cana-2262	187	34	demchuk	demchuk	PROPN
cana-2262	187	35	,	,	PUNCT
cana-2262	187	36	and	and	CCONJ
cana-2262	187	37	bijoy	bijoy	PROPN
cana-2262	187	38	k.	k.	PROPN
cana-2262	187	39	menon	menon	PROPN
cana-2262	187	40	.	.	PUNCT
cana-2262	188	1	"	"	PUNCT
cana-2262	188	2	machine	machine	NOUN
cana-2262	188	3	learning	learn	VERB
cana-2262	188	4	for	for	ADP
cana-2262	188	5	detecting	detect	VERB
cana-2262	188	6	early	early	ADJ
cana-2262	188	7	infarction	infarction	NOUN
cana-2262	188	8	in	in	ADP
cana-2262	188	9	acute	acute	ADJ
cana-2262	188	10	stroke	stroke	NOUN
cana-2262	188	11	with	with	ADP
cana-2262	188	12	non	non	ADJ
cana-2262	188	13	–	–	PUNCT
cana-2262	188	14	contrast	contrast	NOUN
cana-2262	188	15	-	-	PUNCT
cana-2262	188	16	enhanced	enhance	VERB
cana-2262	188	17	ct	ct	PROPN
cana-2262	188	18	.	.	PUNCT
cana-2262	188	19	"	"	PUNCT
cana-2262	188	20	radiology	radiology	NOUN
cana-2262	188	21	294	294	NUM
cana-2262	188	22	,	,	PUNCT
cana-2262	188	23	no	no	INTJ
cana-2262	188	24	.	.	NOUN
cana-2262	188	25	3	3	NUM
cana-2262	188	26	(	(	PUNCT
cana-2262	188	27	2020	2020	NUM
cana-2262	188	28	):	):	PUNCT
cana-2262	188	29	638	638	NUM
cana-2262	188	30	-	-	SYM
cana-2262	188	31	644	644	NUM
cana-2262	188	32	..	..	PUNCT
cana-2262	189	1	[	[	X
cana-2262	189	2	16	16	NUM
cana-2262	189	3	]	]	X
cana-2262	189	4	camgözlü	camgözlü	NOUN
cana-2262	189	5	,	,	PUNCT
cana-2262	189	6	y.	y.	PROPN
cana-2262	189	7	,	,	PUNCT
cana-2262	189	8	&	&	CCONJ
cana-2262	189	9	kutlu	kutlu	PROPN
cana-2262	189	10	,	,	PUNCT
cana-2262	189	11	y.	y.	PROPN
cana-2262	189	12	(	(	PUNCT
cana-2262	189	13	2023	2023	NUM
cana-2262	189	14	)	)	PUNCT
cana-2262	189	15	.	.	PUNCT
cana-2262	190	1	leaf	leaf	NOUN
cana-2262	190	2	image	image	NOUN
cana-2262	190	3	classification	classification	NOUN
cana-2262	190	4	based	base	VERB
cana-2262	190	5	on	on	ADP
cana-2262	190	6	pre	pre	ADJ
cana-2262	190	7	-	-	ADJ
cana-2262	190	8	trained	train	VERB
cana-2262	190	9	convolutional	convolutional	ADJ
cana-2262	190	10	neural	neural	ADJ
cana-2262	190	11	network	network	NOUN
cana-2262	190	12	models	model	NOUN
cana-2262	190	13	.	.	PUNCT
cana-2262	191	1	natural	natural	ADJ
cana-2262	191	2	and	and	CCONJ
cana-2262	191	3	engineering	engineering	NOUN
cana-2262	191	4	sciences	science	NOUN
cana-2262	191	5	,	,	PUNCT
cana-2262	191	6	8(3	8(3	NUM
cana-2262	191	7	)	)	PUNCT
cana-2262	191	8	,	,	PUNCT
cana-2262	191	9	214	214	NUM
cana-2262	191	10	-	-	SYM
cana-2262	191	11	232	232	NUM
cana-2262	191	12	.	.	PUNCT
cana-2262	192	1	[	[	X
cana-2262	192	2	17	17	NUM
cana-2262	192	3	]	]	X
cana-2262	192	4	mukti	mukti	PROPN
cana-2262	192	5	,	,	PUNCT
cana-2262	192	6	ishrat	ishrat	NOUN
cana-2262	192	7	zahan	zahan	NOUN
cana-2262	192	8	,	,	PUNCT
cana-2262	192	9	ebadur	ebadur	VERB
cana-2262	192	10	rahman	rahman	PROPN
cana-2262	192	11	khan	khan	PROPN
cana-2262	192	12	,	,	PUNCT
cana-2262	192	13	and	and	CCONJ
cana-2262	192	14	koushik	koushik	PROPN
cana-2262	192	15	kumar	kumar	PROPN
cana-2262	192	16	biswas	biswas	PROPN
cana-2262	192	17	.	.	PUNCT
cana-2262	193	1	"	"	PUNCT
cana-2262	193	2	1.8	1.8	NUM
cana-2262	193	3	-	-	PUNCT
cana-2262	193	4	v	v	NOUN
cana-2262	193	5	low	low	ADJ
cana-2262	193	6	power	power	NOUN
cana-2262	193	7	,	,	PUNCT
cana-2262	193	8	high	high	ADJ
cana-2262	193	9	-	-	PUNCT
cana-2262	193	10	resolution	resolution	NOUN
cana-2262	193	11	,	,	PUNCT
cana-2262	193	12	high	high	ADJ
cana-2262	193	13	-	-	PUNCT
cana-2262	193	14	speed	speed	NOUN
cana-2262	193	15	comparator	comparator	NOUN
cana-2262	193	16	with	with	ADP
cana-2262	193	17	low	low	ADJ
cana-2262	193	18	offset	offset	NOUN
cana-2262	193	19	voltage	voltage	NOUN
cana-2262	193	20	implemented	implement	VERB
cana-2262	193	21	in	in	ADP
cana-2262	193	22	45	45	NUM
cana-2262	193	23	nm	nm	PROPN
cana-2262	193	24	cmos	cmos	NOUN
cana-2262	193	25	technology	technology	NOUN
cana-2262	193	26	.	.	PUNCT
cana-2262	193	27	"	"	PUNCT
cana-2262	194	1	journal	journal	PROPN
cana-2262	194	2	of	of	ADP
cana-2262	194	3	vlsi	vlsi	PROPN
cana-2262	194	4	circuits	circuit	NOUN
cana-2262	194	5	and	and	CCONJ
cana-2262	194	6	systems	system	NOUN
cana-2262	194	7	,	,	PUNCT
cana-2262	194	8	vol	vol	NOUN
cana-2262	194	9	.	.	PROPN
cana-2262	194	10	6	6	NUM
cana-2262	194	11	,	,	PUNCT
cana-2262	194	12	no	no	INTJ
cana-2262	194	13	.	.	NOUN
cana-2262	194	14	1	1	NUM
cana-2262	194	15	,	,	PUNCT
cana-2262	194	16	2024	2024	NUM
cana-2262	194	17	,	,	PUNCT
cana-2262	194	18	pp	pp	ADJ
cana-2262	194	19	.	.	PUNCT
cana-2262	195	1	19	19	NUM
cana-2262	195	2	-	-	SYM
cana-2262	195	3	24	24	NUM
cana-2262	195	4	.	.	PUNCT
cana-2262	196	1	[	[	X
cana-2262	196	2	18	18	NUM
cana-2262	196	3	]	]	PUNCT
cana-2262	196	4	clerigues	clerigue	NOUN
cana-2262	196	5	,	,	PUNCT
cana-2262	196	6	albert	albert	PROPN
cana-2262	196	7	,	,	PUNCT
cana-2262	196	8	sergi	sergi	PROPN
cana-2262	196	9	valverde	valverde	PROPN
cana-2262	196	10	,	,	PUNCT
cana-2262	196	11	jose	jose	PROPN
cana-2262	196	12	bernal	bernal	PROPN
cana-2262	196	13	,	,	PUNCT
cana-2262	196	14	jordi	jordi	PROPN
cana-2262	196	15	freixenet	freixenet	PROPN
cana-2262	196	16	,	,	PUNCT
cana-2262	196	17	arnau	arnau	PROPN
cana-2262	196	18	oliver	oliver	PROPN
cana-2262	196	19	,	,	PUNCT
cana-2262	196	20	and	and	CCONJ
cana-2262	196	21	xavier	xavier	PROPN
cana-2262	196	22	lladó	lladó	PROPN
cana-2262	196	23	.	.	PUNCT
cana-2262	197	1	"	"	PUNCT
cana-2262	197	2	acute	acute	ADJ
cana-2262	197	3	ischemic	ischemic	ADJ
cana-2262	197	4	stroke	stroke	NOUN
cana-2262	197	5	lesion	lesion	NOUN
cana-2262	197	6	core	core	NOUN
cana-2262	197	7	segmentation	segmentation	NOUN
cana-2262	197	8	in	in	ADP
cana-2262	197	9	ct	ct	PROPN
cana-2262	197	10	perfusion	perfusion	NOUN
cana-2262	197	11	images	image	NOUN
cana-2262	197	12	using	use	VERB
cana-2262	197	13	fully	fully	ADV
cana-2262	197	14	convolutional	convolutional	ADJ
cana-2262	197	15	neural	neural	ADJ
cana-2262	197	16	networks	network	NOUN
cana-2262	197	17	.	.	PUNCT
cana-2262	197	18	"	"	PUNCT
cana-2262	198	1	computers	computer	NOUN
cana-2262	198	2	in	in	ADP
cana-2262	198	3	biology	biology	NOUN
cana-2262	198	4	and	and	CCONJ
cana-2262	198	5	medicine	medicine	NOUN
cana-2262	198	6	115	115	NUM
cana-2262	198	7	(	(	PUNCT
cana-2262	198	8	2019	2019	NUM
cana-2262	198	9	):	):	PUNCT
cana-2262	198	10	103487	103487	NUM
cana-2262	198	11	.	.	PUNCT
cana-2262	199	1	[	[	X
cana-2262	199	2	19	19	NUM
cana-2262	199	3	]	]	X
cana-2262	199	4	hilbert	hilbert	PROPN
cana-2262	199	5	,	,	PUNCT
cana-2262	199	6	adam	adam	PROPN
cana-2262	199	7	,	,	PUNCT
cana-2262	199	8	lucas	lucas	PROPN
cana-2262	199	9	alexandre	alexandre	PROPN
cana-2262	199	10	ramos	ramos	PROPN
cana-2262	199	11	,	,	PUNCT
cana-2262	199	12	hendrikus	hendrikus	PROPN
cana-2262	199	13	ja	ja	PROPN
cana-2262	199	14	van	van	PROPN
cana-2262	199	15	os	os	PROPN
cana-2262	199	16	,	,	PUNCT
cana-2262	199	17	sílvia	sílvia	PROPN
cana-2262	199	18	d.	d.	PROPN
cana-2262	199	19	olabarriaga	olabarriaga	PROPN
cana-2262	199	20	,	,	PUNCT
cana-2262	199	21	manon	manon	PROPN
cana-2262	199	22	l.	l.	PROPN
cana-2262	199	23	tolhuisen	tolhuisen	PROPN
cana-2262	199	24	,	,	PUNCT
cana-2262	199	25	marieke	marieke	PROPN
cana-2262	199	26	jh	jh	PROPN
cana-2262	199	27	wermer	wermer	PROPN
cana-2262	199	28	,	,	PUNCT
cana-2262	199	29	renan	renan	PROPN
cana-2262	199	30	sales	sales	PROPN
cana-2262	199	31	barros	barros	PROPN
cana-2262	199	32	et	et	PROPN
cana-2262	199	33	al	al	PROPN
cana-2262	199	34	.	.	PUNCT
cana-2262	200	1	"	"	PUNCT
cana-2262	200	2	data	data	NOUN
cana-2262	200	3	-	-	PUNCT
cana-2262	200	4	efficient	efficient	ADJ
cana-2262	200	5	deep	deep	ADJ
cana-2262	200	6	learning	learning	NOUN
cana-2262	200	7	of	of	ADP
cana-2262	200	8	radiological	radiological	ADJ
cana-2262	200	9	image	image	NOUN
cana-2262	200	10	data	datum	NOUN
cana-2262	200	11	for	for	ADP
cana-2262	200	12	outcome	outcome	NOUN
cana-2262	200	13	prediction	prediction	NOUN
cana-2262	200	14	after	after	SCONJ
cana-2262	200	15	endovascular	endovascular	ADJ
cana-2262	200	16	treatment	treatment	NOUN
cana-2262	200	17	of	of	ADP
cana-2262	200	18	patients	patient	NOUN
cana-2262	200	19	with	with	ADP
cana-2262	200	20	acute	acute	ADJ
cana-2262	200	21	ischemic	ischemic	ADJ
cana-2262	200	22	stroke	stroke	NOUN
cana-2262	200	23	.	.	PUNCT
cana-2262	200	24	"	"	PUNCT
cana-2262	201	1	computers	computer	NOUN
cana-2262	201	2	in	in	ADP
cana-2262	201	3	biology	biology	NOUN
cana-2262	201	4	and	and	CCONJ
cana-2262	201	5	medicine	medicine	NOUN
cana-2262	201	6	115	115	NUM
cana-2262	201	7	(	(	PUNCT
cana-2262	201	8	2019	2019	NUM
cana-2262	201	9	):	):	PUNCT
cana-2262	201	10	103516	103516	NUM
cana-2262	201	11	[	[	X
cana-2262	201	12	20	20	NUM
cana-2262	201	13	]	]	SYM
cana-2262	201	14	lo	lo	PROPN
cana-2262	201	15	,	,	PUNCT
cana-2262	201	16	chung	chung	PROPN
cana-2262	201	17	-	-	PUNCT
cana-2262	201	18	ming	ming	PROPN
cana-2262	201	19	,	,	PUNCT
cana-2262	201	20	peng	peng	PROPN
cana-2262	201	21	-	-	PUNCT
cana-2262	201	22	hsiang	hsiang	PROPN
cana-2262	201	23	hung	hung	PROPN
cana-2262	201	24	,	,	PUNCT
cana-2262	201	25	and	and	CCONJ
cana-2262	201	26	daw	daw	PROPN
cana-2262	201	27	-	-	PUNCT
cana-2262	201	28	tung	tung	ADJ
cana-2262	201	29	lin	lin	PROPN
cana-2262	201	30	.	.	PUNCT
cana-2262	202	1	"	"	PUNCT
cana-2262	202	2	rapid	rapid	ADJ
cana-2262	202	3	assessment	assessment	NOUN
cana-2262	202	4	of	of	ADP
cana-2262	202	5	acute	acute	ADJ
cana-2262	202	6	ischemic	ischemic	ADJ
cana-2262	202	7	stroke	stroke	NOUN
cana-2262	202	8	by	by	ADP
cana-2262	202	9	computed	compute	VERB
cana-2262	202	10	tomography	tomography	NOUN
cana-2262	202	11	using	use	VERB
cana-2262	202	12	deep	deep	ADJ
cana-2262	202	13	convolutional	convolutional	ADJ
cana-2262	202	14	neural	neural	ADJ
cana-2262	202	15	networks	network	NOUN
cana-2262	202	16	.	.	PUNCT
cana-2262	202	17	"	"	PUNCT
cana-2262	203	1	journal	journal	NOUN
cana-2262	203	2	of	of	ADP
cana-2262	203	3	digital	digital	ADJ
cana-2262	203	4	imaging	imaging	NOUN
cana-2262	203	5	34	34	NUM
cana-2262	203	6	,	,	PUNCT
cana-2262	203	7	no	no	INTJ
cana-2262	203	8	.	.	NOUN
cana-2262	203	9	3	3	NUM
cana-2262	203	10	(	(	PUNCT
cana-2262	203	11	2021	2021	NUM
cana-2262	203	12	):	):	PUNCT
cana-2262	203	13	637	637	NUM
cana-2262	203	14	-	-	SYM
cana-2262	203	15	646	646	NUM
cana-2262	203	16	.	.	PUNCT
cana-2262	204	1	[	[	X
cana-2262	204	2	21	21	NUM
cana-2262	204	3	]	]	X
cana-2262	204	4	sheth	sheth	PROPN
cana-2262	204	5	,	,	PUNCT
cana-2262	204	6	sunil	sunil	PROPN
cana-2262	204	7	a.	a.	PROPN
cana-2262	204	8	,	,	PUNCT
cana-2262	204	9	victor	victor	PROPN
cana-2262	204	10	lopez	lopez	PROPN
cana-2262	204	11	-	-	PUNCT
cana-2262	204	12	rivera	rivera	PROPN
cana-2262	204	13	,	,	PUNCT
cana-2262	204	14	arko	arko	PROPN
cana-2262	204	15	barman	barman	PROPN
cana-2262	204	16	,	,	PUNCT
cana-2262	204	17	james	james	PROPN
cana-2262	204	18	c.	c.	PROPN
cana-2262	204	19	grotta	grotta	PROPN
cana-2262	204	20	,	,	PUNCT
cana-2262	204	21	albert	albert	PROPN
cana-2262	204	22	j.	j.	PROPN
cana-2262	204	23	yoo	yoo	PROPN
cana-2262	204	24	,	,	PUNCT
cana-2262	204	25	songmi	songmi	PROPN
cana-2262	204	26	lee	lee	PROPN
cana-2262	204	27	,	,	PUNCT
cana-2262	204	28	mehmet	mehmet	PROPN
cana-2262	204	29	e.	e.	PROPN
cana-2262	204	30	inam	inam	PROPN
cana-2262	204	31	,	,	PUNCT
cana-2262	204	32	sean	sean	PROPN
cana-2262	204	33	i.	i.	PROPN
cana-2262	204	34	savitz	savitz	PROPN
cana-2262	204	35	,	,	PUNCT
cana-2262	204	36	and	and	CCONJ
cana-2262	204	37	luca	luca	PROPN
cana-2262	204	38	giancardo	giancardo	NOUN
cana-2262	204	39	.	.	PUNCT
cana-2262	205	1	"	"	PUNCT
cana-2262	205	2	machine	machine	NOUN
cana-2262	205	3	learning	learning	NOUN
cana-2262	205	4	–	–	PUNCT
cana-2262	205	5	enabled	enable	VERB
cana-2262	205	6	automated	automated	ADJ
cana-2262	205	7	determination	determination	NOUN
cana-2262	205	8	of	of	ADP
cana-2262	205	9	acute	acute	ADJ
cana-2262	205	10	ischemic	ischemic	ADJ
cana-2262	205	11	core	core	NOUN
cana-2262	205	12	from	from	ADP
cana-2262	205	13	computed	computed	ADJ
cana-2262	205	14	tomography	tomography	NOUN
cana-2262	205	15	angiography	angiography	NOUN
cana-2262	205	16	.	.	PUNCT
cana-2262	205	17	"	"	PUNCT
cana-2262	206	1	stroke	stroke	VERB
cana-2262	206	2	50	50	NUM
cana-2262	206	3	,	,	PUNCT
cana-2262	206	4	no	no	INTJ
cana-2262	206	5	.	.	NOUN
cana-2262	206	6	11	11	NUM
cana-2262	206	7	(	(	PUNCT
cana-2262	206	8	2019	2019	NUM
cana-2262	206	9	):	):	PUNCT
cana-2262	206	10	3093	3093	NUM
cana-2262	206	11	-	-	SYM
cana-2262	206	12	3100	3100	NUM
cana-2262	206	13	.	.	PUNCT
cana-2262	207	1	[	[	X
cana-2262	207	2	22	22	NUM
cana-2262	207	3	]	]	X
cana-2262	207	4	soun	soun	PROPN
cana-2262	207	5	,	,	PUNCT
cana-2262	207	6	j.	j.	PROPN
cana-2262	207	7	e.	e.	PROPN
cana-2262	207	8	,	,	PUNCT
cana-2262	207	9	d.	d.	PROPN
cana-2262	207	10	s.	s.	PROPN
cana-2262	207	11	chow	chow	PROPN
cana-2262	207	12	,	,	PUNCT
cana-2262	207	13	m.	m.	NOUN
cana-2262	207	14	nagamine	nagamine	PROPN
cana-2262	207	15	,	,	PUNCT
cana-2262	207	16	r.	r.	PROPN
cana-2262	207	17	s.	s.	PROPN
cana-2262	207	18	takhtawala	takhtawala	PROPN
cana-2262	207	19	,	,	PUNCT
cana-2262	207	20	c.	c.	PROPN
cana-2262	207	21	g.	g.	PROPN
cana-2262	207	22	filippi	filippi	PROPN
cana-2262	207	23	,	,	PUNCT
cana-2262	207	24	w.	w.	PROPN
cana-2262	207	25	yu	yu	PROPN
cana-2262	207	26	,	,	PUNCT
cana-2262	207	27	and	and	CCONJ
cana-2262	207	28	p.	p.	PROPN
cana-2262	207	29	d.	d.	PROPN
cana-2262	207	30	chang	chang	PROPN
cana-2262	207	31	.	.	PUNCT
cana-2262	208	1	"	"	PUNCT
cana-2262	208	2	artificial	artificial	ADJ
cana-2262	208	3	intelligence	intelligence	NOUN
cana-2262	208	4	and	and	CCONJ
cana-2262	208	5	acute	acute	PROPN
cana-2262	208	6	stroke	stroke	NOUN
cana-2262	208	7	imaging	imaging	NOUN
cana-2262	208	8	.	.	PUNCT
cana-2262	208	9	"	"	PUNCT
cana-2262	209	1	american	american	ADJ
cana-2262	209	2	journal	journal	PROPN
cana-2262	209	3	of	of	ADP
cana-2262	209	4	neuroradiology	neuroradiology	NOUN
cana-2262	209	5	42	42	NUM
cana-2262	209	6	,	,	PUNCT
cana-2262	209	7	no	no	INTJ
cana-2262	209	8	.	.	NOUN
cana-2262	209	9	1	1	NUM
cana-2262	209	10	(	(	PUNCT
cana-2262	209	11	2021	2021	NUM
cana-2262	209	12	):	):	PUNCT
cana-2262	209	13	2	2	NUM
cana-2262	209	14	-	-	SYM
cana-2262	209	15	11	11	NUM
cana-2262	209	16	.	.	PUNCT
cana-2262	210	1	[	[	X
cana-2262	210	2	23	23	NUM
cana-2262	210	3	]	]	X
cana-2262	210	4	dourado	dourado	PROPN
cana-2262	210	5	jr	jr	PROPN
cana-2262	210	6	,	,	PUNCT
cana-2262	210	7	carlos	carlos	PROPN
cana-2262	210	8	mjm	mjm	PROPN
cana-2262	210	9	,	,	PUNCT
cana-2262	210	10	suane	suane	NOUN
cana-2262	210	11	pires	pire	NOUN
cana-2262	210	12	p.	p.	PROPN
cana-2262	210	13	da	da	PROPN
cana-2262	210	14	silva	silva	PROPN
cana-2262	210	15	,	,	PUNCT
cana-2262	210	16	raul	raul	PROPN
cana-2262	210	17	victor	victor	PROPN
cana-2262	210	18	m.	m.	PROPN
cana-2262	210	19	da	da	PROPN
cana-2262	210	20	nobrega	nobrega	PROPN
cana-2262	210	21	,	,	PUNCT
cana-2262	210	22	antonio	antonio	PROPN
cana-2262	210	23	carlos	carlos	PROPN
cana-2262	210	24	da	da	PROPN
cana-2262	210	25	s.	s.	PROPN
cana-2262	210	26	barros	barros	PROPN
cana-2262	210	27	,	,	PUNCT
cana-2262	210	28	pedro	pedro	PROPN
cana-2262	210	29	p.	p.	PROPN
cana-2262	210	30	reboucas	rebouca	VERB
cana-2262	210	31	filho	filho	PROPN
cana-2262	210	32	,	,	PUNCT
cana-2262	210	33	and	and	CCONJ
cana-2262	210	34	victor	victor	PROPN
cana-2262	210	35	hugo	hugo	PROPN
cana-2262	210	36	c.	c.	PROPN
cana-2262	210	37	de	de	PROPN
cana-2262	210	38	albuquerque	albuquerque	PROPN
cana-2262	210	39	.	.	PUNCT
cana-2262	211	1	"	"	PUNCT
cana-2262	211	2	deep	deep	ADJ
cana-2262	211	3	learning	learn	VERB
cana-2262	211	4	iot	iot	NOUN
cana-2262	211	5	system	system	NOUN
cana-2262	211	6	for	for	ADP
cana-2262	211	7	online	online	ADJ
cana-2262	211	8	stroke	stroke	NOUN
cana-2262	211	9	detection	detection	NOUN
cana-2262	211	10	in	in	ADP
cana-2262	211	11	skull	skull	NOUN
cana-2262	211	12	computed	compute	VERB
cana-2262	211	13	tomography	tomography	NOUN
cana-2262	211	14	images	image	NOUN
cana-2262	211	15	.	.	PUNCT
cana-2262	211	16	"	"	PUNCT
cana-2262	212	1	computer	computer	NOUN
cana-2262	212	2	networks	network	NOUN
cana-2262	212	3	152	152	NUM
cana-2262	212	4	(	(	PUNCT
cana-2262	212	5	2019	2019	NUM
cana-2262	212	6	):	):	PUNCT
cana-2262	212	7	25	25	NUM
cana-2262	212	8	-	-	SYM
cana-2262	212	9	39	39	NUM
cana-2262	212	10	.	.	PUNCT
cana-2262	213	1	https://jisis.org/article/i4.018/70196/	https://jisis.org/article/i4.018/70196/	X
cana-2262	213	2	https://jisis.org/article/i4.018/70196/	https://jisis.org/article/i4.018/70196/	X