id	sid	tid	token	lemma	pos
cana-5361	1	1	communications	communication	NOUN
cana-5361	1	2	on	on	ADP
cana-5361	1	3	applied	apply	VERB
cana-5361	1	4	nonlinear	nonlinear	ADJ
cana-5361	1	5	analysis	analysis	NOUN
cana-5361	1	6	issn	issn	NOUN
cana-5361	1	7	:	:	PUNCT
cana-5361	1	8	1074	1074	NUM
cana-5361	1	9	-	-	PUNCT
cana-5361	1	10	133x	133x	NUM
cana-5361	1	11	vol	vol	VERB
cana-5361	1	12	32	32	NUM
cana-5361	1	13	no	no	NOUN
cana-5361	1	14	.	.	PUNCT
cana-5361	2	1	10s	10	NOUN
cana-5361	2	2	(	(	PUNCT
cana-5361	2	3	2025	2025	NUM
cana-5361	2	4	)	)	PUNCT
cana-5361	2	5	1947	1947	NUM
cana-5361	2	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-5361	2	7	enhanced	enhanced	ADJ
cana-5361	2	8	machine	machine	NOUN
cana-5361	2	9	learning	learning	NOUN
cana-5361	2	10	-	-	PUNCT
cana-5361	2	11	assisted	assist	VERB
cana-5361	2	12	convolutional	convolutional	ADJ
cana-5361	2	13	neural	neural	ADJ
cana-5361	2	14	network	network	NOUN
cana-5361	2	15	for	for	ADP
cana-5361	2	16	heart	heart	NOUN
cana-5361	2	17	disease	disease	NOUN
cana-5361	2	18	prediction	prediction	NOUN
cana-5361	2	19	1rajani	1rajani	NUM
cana-5361	2	20	alugonda,2satya	alugonda,2satya	NOUN
cana-5361	2	21	prasad	prasad	PROPN
cana-5361	2	22	kodati	kodati	PROPN
cana-5361	2	23	1research	1research	NUM
cana-5361	2	24	scholar	scholar	NOUN
cana-5361	2	25	,	,	PUNCT
cana-5361	2	26	assistant	assistant	NOUN
cana-5361	2	27	professor	professor	NOUN
cana-5361	2	28	,	,	PUNCT
cana-5361	2	29	department	department	NOUN
cana-5361	2	30	of	of	ADP
cana-5361	2	31	electronics	electronic	NOUN
cana-5361	2	32	and	and	CCONJ
cana-5361	2	33	communication	communication	NOUN
cana-5361	2	34	engineering	engineering	NOUN
cana-5361	2	35	,	,	PUNCT
cana-5361	2	36	jntuk	jntuk	PROPN
cana-5361	2	37	,	,	PUNCT
cana-5361	2	38	kakinada	kakinada	PROPN
cana-5361	2	39	,	,	PUNCT
cana-5361	2	40	andhra	andhra	PROPN
cana-5361	2	41	pradesh	pradesh	PROPN
cana-5361	2	42	,	,	PUNCT
cana-5361	2	43	india	india	PROPN
cana-5361	2	44	.	.	PUNCT
cana-5361	3	1	2professor	2professor	NUM
cana-5361	3	2	,	,	PUNCT
cana-5361	3	3	department	department	NOUN
cana-5361	3	4	of	of	ADP
cana-5361	3	5	electronics	electronic	NOUN
cana-5361	3	6	and	and	CCONJ
cana-5361	3	7	communication	communication	NOUN
cana-5361	3	8	engineering	engineering	NOUN
cana-5361	3	9	,	,	PUNCT
cana-5361	3	10	jntuk	jntuk	PROPN
cana-5361	3	11	,	,	PUNCT
cana-5361	3	12	kakinada	kakinada	PROPN
cana-5361	3	13	,	,	PUNCT
cana-5361	3	14	andhra	andhra	PROPN
cana-5361	3	15	pradesh	pradesh	PROPN
cana-5361	3	16	,	,	PUNCT
cana-5361	3	17	india	india	PROPN
cana-5361	3	18	.	.	PUNCT
cana-5361	3	19	email	email	NOUN
cana-5361	3	20	:	:	PUNCT
cana-5361	3	21	1rajani.alugonda@jntucek.ac.in	1rajani.alugonda@jntucek.ac.in	NUM
cana-5361	3	22	,	,	PUNCT
cana-5361	3	23	2prasad_kodati@yahoo.co.in	2prasad_kodati@yahoo.co.in	NUM
cana-5361	3	24	article	article	NOUN
cana-5361	3	25	history	history	NOUN
cana-5361	3	26	:	:	PUNCT
cana-5361	3	27	received	receive	VERB
cana-5361	3	28	:	:	PUNCT
cana-5361	3	29	12	12	NUM
cana-5361	3	30	-	-	SYM
cana-5361	3	31	01	01	NUM
cana-5361	3	32	-	-	PUNCT
cana-5361	3	33	2025	2025	NUM
cana-5361	3	34	revised	revise	VERB
cana-5361	3	35	:	:	PUNCT
cana-5361	3	36	15	15	NUM
cana-5361	3	37	-	-	NUM
cana-5361	3	38	02	02	NUM
cana-5361	3	39	-	-	PUNCT
cana-5361	3	40	2025	2025	NUM
cana-5361	3	41	accepted	accept	VERB
cana-5361	3	42	:	:	PUNCT
cana-5361	3	43	01	01	NUM
cana-5361	3	44	-	-	SYM
cana-5361	3	45	03	03	NUM
cana-5361	3	46	-	-	PUNCT
cana-5361	3	47	2025	2025	NUM
cana-5361	3	48	abstract	abstract	NOUN
cana-5361	3	49	:	:	PUNCT
cana-5361	3	50	the	the	DET
cana-5361	3	51	accurate	accurate	ADJ
cana-5361	3	52	and	and	CCONJ
cana-5361	3	53	timely	timely	ADJ
cana-5361	3	54	diagnosis	diagnosis	NOUN
cana-5361	3	55	of	of	ADP
cana-5361	3	56	heart	heart	NOUN
cana-5361	3	57	disease	disease	NOUN
cana-5361	3	58	remains	remain	VERB
cana-5361	3	59	a	a	DET
cana-5361	3	60	critical	critical	ADJ
cana-5361	3	61	challenge	challenge	NOUN
cana-5361	3	62	in	in	ADP
cana-5361	3	63	modern	modern	ADJ
cana-5361	3	64	healthcare	healthcare	NOUN
cana-5361	3	65	.	.	PUNCT
cana-5361	4	1	recent	recent	ADJ
cana-5361	4	2	advancements	advancement	NOUN
cana-5361	4	3	in	in	ADP
cana-5361	4	4	deep	deep	ADJ
cana-5361	4	5	learning	learning	NOUN
cana-5361	4	6	have	have	AUX
cana-5361	4	7	paved	pave	VERB
cana-5361	4	8	the	the	DET
cana-5361	4	9	way	way	NOUN
cana-5361	4	10	for	for	ADP
cana-5361	4	11	intelligent	intelligent	ADJ
cana-5361	4	12	diagnostic	diagnostic	ADJ
cana-5361	4	13	systems	system	NOUN
cana-5361	4	14	that	that	PRON
cana-5361	4	15	enhance	enhance	VERB
cana-5361	4	16	medical	medical	ADJ
cana-5361	4	17	decision	decision	NOUN
cana-5361	4	18	-	-	PUNCT
cana-5361	4	19	making	making	NOUN
cana-5361	4	20	.	.	PUNCT
cana-5361	5	1	this	this	DET
cana-5361	5	2	study	study	NOUN
cana-5361	5	3	introduces	introduce	VERB
cana-5361	5	4	an	an	DET
cana-5361	5	5	enhanced	enhanced	ADJ
cana-5361	5	6	deep	deep	ADJ
cana-5361	5	7	learning	learning	NOUN
cana-5361	5	8	-	-	PUNCT
cana-5361	5	9	assisted	assist	VERB
cana-5361	5	10	convolutional	convolutional	ADJ
cana-5361	5	11	neural	neural	ADJ
cana-5361	5	12	network	network	NOUN
cana-5361	5	13	(	(	PUNCT
cana-5361	5	14	edcnn	edcnn	PROPN
cana-5361	5	15	)	)	PUNCT
cana-5361	5	16	for	for	ADP
cana-5361	5	17	heart	heart	NOUN
cana-5361	5	18	disease	disease	NOUN
cana-5361	5	19	prediction	prediction	NOUN
cana-5361	5	20	,	,	PUNCT
cana-5361	5	21	leveraging	leverage	VERB
cana-5361	5	22	the	the	DET
cana-5361	5	23	internet	internet	NOUN
cana-5361	5	24	of	of	ADP
cana-5361	5	25	medical	medical	ADJ
cana-5361	5	26	things	thing	NOUN
cana-5361	5	27	(	(	PUNCT
cana-5361	5	28	iomt	iomt	NOUN
cana-5361	5	29	)	)	PUNCT
cana-5361	5	30	to	to	PART
cana-5361	5	31	enable	enable	VERB
cana-5361	5	32	real	real	ADJ
cana-5361	5	33	-	-	PUNCT
cana-5361	5	34	time	time	NOUN
cana-5361	5	35	and	and	CCONJ
cana-5361	5	36	remote	remote	ADJ
cana-5361	5	37	diagnostics	diagnostic	NOUN
cana-5361	5	38	.	.	PUNCT
cana-5361	6	1	the	the	DET
cana-5361	6	2	proposed	propose	VERB
cana-5361	6	3	model	model	NOUN
cana-5361	6	4	integrates	integrate	VERB
cana-5361	6	5	a	a	DET
cana-5361	6	6	multi	multi	ADJ
cana-5361	6	7	-	-	ADJ
cana-5361	6	8	layer	layer	ADJ
cana-5361	6	9	perceptron	perceptron	NOUN
cana-5361	6	10	(	(	PUNCT
cana-5361	6	11	mlp	mlp	NOUN
cana-5361	6	12	)	)	PUNCT
cana-5361	6	13	framework	framework	NOUN
cana-5361	6	14	with	with	ADP
cana-5361	6	15	optimized	optimize	VERB
cana-5361	6	16	regularization	regularization	NOUN
cana-5361	6	17	techniques	technique	NOUN
cana-5361	6	18	,	,	PUNCT
cana-5361	6	19	ensuring	ensure	VERB
cana-5361	6	20	robust	robust	ADJ
cana-5361	6	21	feature	feature	NOUN
cana-5361	6	22	extraction	extraction	NOUN
cana-5361	6	23	and	and	CCONJ
cana-5361	6	24	classification	classification	NOUN
cana-5361	6	25	.	.	PUNCT
cana-5361	7	1	the	the	DET
cana-5361	7	2	system	system	NOUN
cana-5361	7	3	’s	’s	PART
cana-5361	7	4	performance	performance	NOUN
cana-5361	7	5	is	be	AUX
cana-5361	7	6	evaluated	evaluate	VERB
cana-5361	7	7	using	use	VERB
cana-5361	7	8	both	both	CCONJ
cana-5361	7	9	comprehensive	comprehensive	ADJ
cana-5361	7	10	and	and	CCONJ
cana-5361	7	11	reduced	reduce	VERB
cana-5361	7	12	feature	feature	NOUN
cana-5361	7	13	sets	set	NOUN
cana-5361	7	14	to	to	PART
cana-5361	7	15	analyze	analyze	VERB
cana-5361	7	16	the	the	DET
cana-5361	7	17	trade	trade	NOUN
cana-5361	7	18	-	-	PUNCT
cana-5361	7	19	off	off	NOUN
cana-5361	7	20	between	between	ADP
cana-5361	7	21	computational	computational	ADJ
cana-5361	7	22	efficiency	efficiency	NOUN
cana-5361	7	23	and	and	CCONJ
cana-5361	7	24	diagnostic	diagnostic	ADJ
cana-5361	7	25	accuracy	accuracy	NOUN
cana-5361	7	26	.	.	PUNCT
cana-5361	8	1	experimental	experimental	ADJ
cana-5361	8	2	results	result	NOUN
cana-5361	8	3	demonstrate	demonstrate	VERB
cana-5361	8	4	that	that	SCONJ
cana-5361	8	5	edcnn	edcnn	PROPN
cana-5361	8	6	outperforms	outperform	VERB
cana-5361	8	7	traditional	traditional	ADJ
cana-5361	8	8	models	model	NOUN
cana-5361	8	9	such	such	ADJ
cana-5361	8	10	as	as	ADP
cana-5361	8	11	artificial	artificial	ADJ
cana-5361	8	12	neural	neural	ADJ
cana-5361	8	13	networks	network	NOUN
cana-5361	8	14	(	(	PUNCT
cana-5361	8	15	ann	ann	PROPN
cana-5361	8	16	)	)	PUNCT
cana-5361	8	17	,	,	PUNCT
cana-5361	8	18	deep	deep	ADJ
cana-5361	8	19	neural	neural	ADJ
cana-5361	8	20	networks	network	NOUN
cana-5361	8	21	(	(	PUNCT
cana-5361	8	22	dnn	dnn	PROPN
cana-5361	8	23	)	)	PUNCT
cana-5361	8	24	,	,	PUNCT
cana-5361	8	25	and	and	CCONJ
cana-5361	8	26	recurrent	recurrent	ADJ
cana-5361	8	27	neural	neural	ADJ
cana-5361	8	28	networks	network	NOUN
cana-5361	8	29	(	(	PUNCT
cana-5361	8	30	rnn	rnn	PROPN
cana-5361	8	31	)	)	PUNCT
cana-5361	8	32	in	in	ADP
cana-5361	8	33	terms	term	NOUN
cana-5361	8	34	of	of	ADP
cana-5361	8	35	precision	precision	NOUN
cana-5361	8	36	,	,	PUNCT
cana-5361	8	37	recall	recall	NOUN
cana-5361	8	38	,	,	PUNCT
cana-5361	8	39	and	and	CCONJ
cana-5361	8	40	overall	overall	ADJ
cana-5361	8	41	predictive	predictive	ADJ
cana-5361	8	42	accuracy	accuracy	NOUN
cana-5361	8	43	.	.	PUNCT
cana-5361	9	1	implemented	implement	VERB
cana-5361	9	2	on	on	ADP
cana-5361	9	3	a	a	DET
cana-5361	9	4	cloud	cloud	NOUN
cana-5361	9	5	-	-	PUNCT
cana-5361	9	6	based	base	VERB
cana-5361	9	7	iomt	iomt	ADJ
cana-5361	9	8	platform	platform	NOUN
cana-5361	9	9	,	,	PUNCT
cana-5361	9	10	the	the	DET
cana-5361	9	11	model	model	NOUN
cana-5361	9	12	facilitates	facilitate	VERB
cana-5361	9	13	seamless	seamless	ADJ
cana-5361	9	14	access	access	NOUN
cana-5361	9	15	to	to	ADP
cana-5361	9	16	diagnostic	diagnostic	ADJ
cana-5361	9	17	insights	insight	NOUN
cana-5361	9	18	,	,	PUNCT
cana-5361	9	19	supporting	support	VERB
cana-5361	9	20	healthcare	healthcare	NOUN
cana-5361	9	21	professionals	professional	NOUN
cana-5361	9	22	worldwide	worldwide	ADV
cana-5361	9	23	.	.	PUNCT
cana-5361	10	1	comparative	comparative	ADJ
cana-5361	10	2	analysis	analysis	NOUN
cana-5361	10	3	indicates	indicate	VERB
cana-5361	10	4	that	that	SCONJ
cana-5361	10	5	fine	fine	ADJ
cana-5361	10	6	-	-	PUNCT
cana-5361	10	7	tuning	tune	VERB
cana-5361	10	8	edcnn	edcnn	NOUN
cana-5361	10	9	’s	’s	PART
cana-5361	10	10	hyperparameters	hyperparameter	NOUN
cana-5361	10	11	enables	enable	VERB
cana-5361	10	12	it	it	PRON
cana-5361	10	13	to	to	PART
cana-5361	10	14	achieve	achieve	VERB
cana-5361	10	15	a	a	DET
cana-5361	10	16	remarkable	remarkable	ADJ
cana-5361	10	17	precision	precision	NOUN
cana-5361	10	18	rate	rate	NOUN
cana-5361	10	19	of	of	ADP
cana-5361	10	20	99.1	99.1	NUM
cana-5361	10	21	%	%	NOUN
cana-5361	10	22	,	,	PUNCT
cana-5361	10	23	reinforcing	reinforce	VERB
cana-5361	10	24	its	its	PRON
cana-5361	10	25	potential	potential	NOUN
cana-5361	10	26	as	as	ADP
cana-5361	10	27	a	a	DET
cana-5361	10	28	reliable	reliable	ADJ
cana-5361	10	29	and	and	CCONJ
cana-5361	10	30	efficient	efficient	ADJ
cana-5361	10	31	tool	tool	NOUN
cana-5361	10	32	for	for	ADP
cana-5361	10	33	heart	heart	NOUN
cana-5361	10	34	disease	disease	NOUN
cana-5361	10	35	prognosis	prognosis	NOUN
cana-5361	10	36	.	.	PUNCT
cana-5361	11	1	indexing	indexing	NOUN
cana-5361	11	2	terms	term	NOUN
cana-5361	11	3	:	:	PUNCT
cana-5361	11	4	convolutional	convolutional	ADJ
cana-5361	11	5	neural	neural	ADJ
cana-5361	11	6	network	network	NOUN
cana-5361	11	7	(	(	PUNCT
cana-5361	11	8	cnn	cnn	PROPN
cana-5361	11	9	)	)	PUNCT
cana-5361	11	10	,	,	PUNCT
cana-5361	11	11	enhanced	enhance	VERB
cana-5361	11	12	deep	deep	ADJ
cana-5361	11	13	learning	learning	NOUN
cana-5361	11	14	-	-	PUNCT
cana-5361	11	15	assisted	assist	VERB
cana-5361	11	16	cnn	cnn	PROPN
cana-5361	11	17	(	(	PUNCT
cana-5361	11	18	edcnn	edcnn	PROPN
cana-5361	11	19	)	)	PUNCT
cana-5361	11	20	,	,	PUNCT
cana-5361	11	21	internet	internet	NOUN
cana-5361	11	22	of	of	ADP
cana-5361	11	23	medical	medical	ADJ
cana-5361	11	24	things	thing	NOUN
cana-5361	11	25	(	(	PUNCT
cana-5361	11	26	iomt	iomt	NOUN
cana-5361	11	27	)	)	PUNCT
cana-5361	11	28	,	,	PUNCT
cana-5361	11	29	multi	multi	ADJ
cana-5361	11	30	-	-	ADJ
cana-5361	11	31	layer	layer	ADJ
cana-5361	11	32	perceptron	perceptron	NOUN
cana-5361	11	33	(	(	PUNCT
cana-5361	11	34	mlp	mlp	PROPN
cana-5361	11	35	)	)	PUNCT
cana-5361	11	36	hyperparameter	hyperparameter	NOUN
cana-5361	11	37	optimization	optimization	NOUN
cana-5361	11	38	,	,	PUNCT
cana-5361	11	39	cloud	cloud	NOUN
cana-5361	11	40	-	-	PUNCT
cana-5361	11	41	based	base	VERB
cana-5361	11	42	healthcare	healthcare	NOUN
cana-5361	11	43	1	1	NUM
cana-5361	11	44	.	.	PUNCT
cana-5361	12	1	introduction	introduction	NOUN
cana-5361	12	2	heart	heart	NOUN
cana-5361	12	3	disease	disease	NOUN
cana-5361	12	4	is	be	AUX
cana-5361	12	5	one	one	NUM
cana-5361	12	6	of	of	ADP
cana-5361	12	7	the	the	DET
cana-5361	12	8	leading	lead	VERB
cana-5361	12	9	causes	cause	NOUN
cana-5361	12	10	of	of	ADP
cana-5361	12	11	death	death	NOUN
cana-5361	12	12	worldwide	worldwide	ADV
cana-5361	12	13	,	,	PUNCT
cana-5361	12	14	accounting	account	VERB
cana-5361	12	15	for	for	ADP
cana-5361	12	16	millions	million	NOUN
cana-5361	12	17	of	of	ADP
cana-5361	12	18	fatalities	fatality	NOUN
cana-5361	12	19	annually	annually	ADV
cana-5361	12	20	.	.	PUNCT
cana-5361	13	1	the	the	DET
cana-5361	13	2	early	early	ADJ
cana-5361	13	3	and	and	CCONJ
cana-5361	13	4	accurate	accurate	ADJ
cana-5361	13	5	detection	detection	NOUN
cana-5361	13	6	of	of	ADP
cana-5361	13	7	cardiovascular	cardiovascular	ADJ
cana-5361	13	8	conditions	condition	NOUN
cana-5361	13	9	is	be	AUX
cana-5361	13	10	crucial	crucial	ADJ
cana-5361	13	11	for	for	ADP
cana-5361	13	12	reducing	reduce	VERB
cana-5361	13	13	mortality	mortality	NOUN
cana-5361	13	14	rates	rate	NOUN
cana-5361	13	15	and	and	CCONJ
cana-5361	13	16	improving	improve	VERB
cana-5361	13	17	patient	patient	ADJ
cana-5361	13	18	outcomes	outcome	NOUN
cana-5361	13	19	.	.	PUNCT
cana-5361	14	1	however	however	ADV
cana-5361	14	2	,	,	PUNCT
cana-5361	14	3	traditional	traditional	ADJ
cana-5361	14	4	diagnostic	diagnostic	ADJ
cana-5361	14	5	methods	method	NOUN
cana-5361	14	6	,	,	PUNCT
cana-5361	14	7	such	such	ADJ
cana-5361	14	8	as	as	ADP
cana-5361	14	9	electrocardiograms	electrocardiogram	NOUN
cana-5361	14	10	(	(	PUNCT
cana-5361	14	11	ecg	ecg	PROPN
cana-5361	14	12	)	)	PUNCT
cana-5361	14	13	,	,	PUNCT
cana-5361	14	14	echocardiograms	echocardiogram	NOUN
cana-5361	14	15	,	,	PUNCT
cana-5361	14	16	and	and	CCONJ
cana-5361	14	17	clinical	clinical	ADJ
cana-5361	14	18	assessments	assessment	NOUN
cana-5361	14	19	,	,	PUNCT
cana-5361	14	20	often	often	ADV
cana-5361	14	21	require	require	VERB
cana-5361	14	22	expert	expert	ADJ
cana-5361	14	23	interpretation	interpretation	NOUN
cana-5361	14	24	and	and	CCONJ
cana-5361	14	25	may	may	AUX
cana-5361	14	26	not	not	PART
cana-5361	14	27	always	always	ADV
cana-5361	14	28	be	be	AUX
cana-5361	14	29	available	available	ADJ
cana-5361	14	30	in	in	ADP
cana-5361	14	31	remote	remote	ADJ
cana-5361	14	32	or	or	CCONJ
cana-5361	14	33	underdeveloped	underdeveloped	ADJ
cana-5361	14	34	areas	area	NOUN
cana-5361	14	35	.	.	PUNCT
cana-5361	15	1	furthermore	furthermore	ADV
cana-5361	15	2	,	,	PUNCT
cana-5361	15	3	manual	manual	ADJ
cana-5361	15	4	analysis	analysis	NOUN
cana-5361	15	5	of	of	ADP
cana-5361	15	6	medical	medical	ADJ
cana-5361	15	7	data	datum	NOUN
cana-5361	15	8	is	be	AUX
cana-5361	15	9	prone	prone	ADJ
cana-5361	15	10	to	to	ADP
cana-5361	15	11	subjectivity	subjectivity	NOUN
cana-5361	15	12	and	and	CCONJ
cana-5361	15	13	human	human	ADJ
cana-5361	15	14	error	error	NOUN
cana-5361	15	15	,	,	PUNCT
cana-5361	15	16	which	which	PRON
cana-5361	15	17	can	can	AUX
cana-5361	15	18	lead	lead	VERB
cana-5361	15	19	to	to	ADP
cana-5361	15	20	misdiagnosis	misdiagnosis	NOUN
cana-5361	15	21	or	or	CCONJ
cana-5361	15	22	delayed	delay	VERB
cana-5361	15	23	treatment	treatment	NOUN
cana-5361	15	24	.	.	PUNCT
cana-5361	16	1	in	in	ADP
cana-5361	16	2	recent	recent	ADJ
cana-5361	16	3	years	year	NOUN
cana-5361	16	4	,	,	PUNCT
cana-5361	16	5	artificial	artificial	ADJ
cana-5361	16	6	intelligence	intelligence	NOUN
cana-5361	16	7	(	(	PUNCT
cana-5361	16	8	ai	ai	NOUN
cana-5361	16	9	)	)	PUNCT
cana-5361	16	10	and	and	CCONJ
cana-5361	16	11	deep	deep	ADJ
cana-5361	16	12	learning	learning	NOUN
cana-5361	16	13	have	have	AUX
cana-5361	16	14	gained	gain	VERB
cana-5361	16	15	significant	significant	ADJ
cana-5361	16	16	attention	attention	NOUN
cana-5361	16	17	in	in	ADP
cana-5361	16	18	the	the	DET
cana-5361	16	19	medical	medical	ADJ
cana-5361	16	20	field	field	NOUN
cana-5361	16	21	for	for	ADP
cana-5361	16	22	their	their	PRON
cana-5361	16	23	ability	ability	NOUN
cana-5361	16	24	to	to	PART
cana-5361	16	25	enhance	enhance	VERB
cana-5361	16	26	diagnostic	diagnostic	ADJ
cana-5361	16	27	accuracy	accuracy	NOUN
cana-5361	16	28	and	and	CCONJ
cana-5361	16	29	automate	automate	ADJ
cana-5361	16	30	complex	complex	ADJ
cana-5361	16	31	tasks	task	NOUN
cana-5361	16	32	.	.	PUNCT
cana-5361	17	1	deep	deep	ADJ
cana-5361	17	2	learning	learning	NOUN
cana-5361	17	3	models	model	NOUN
cana-5361	17	4	,	,	PUNCT
cana-5361	17	5	particularly	particularly	ADV
cana-5361	17	6	convolutional	convolutional	ADJ
cana-5361	17	7	neural	neural	ADJ
cana-5361	17	8	networks	network	NOUN
cana-5361	17	9	(	(	PUNCT
cana-5361	17	10	cnns	cnns	PROPN
cana-5361	17	11	)	)	PUNCT
cana-5361	17	12	,	,	PUNCT
cana-5361	17	13	have	have	AUX
cana-5361	17	14	shown	show	VERB
cana-5361	17	15	remarkable	remarkable	ADJ
cana-5361	17	16	success	success	NOUN
cana-5361	17	17	in	in	ADP
cana-5361	17	18	medical	medical	ADJ
cana-5361	17	19	imaging	imaging	NOUN
cana-5361	17	20	and	and	CCONJ
cana-5361	17	21	classification	classification	NOUN
cana-5361	17	22	tasks	task	NOUN
cana-5361	17	23	.	.	PUNCT
cana-5361	18	1	these	these	DET
cana-5361	18	2	models	model	NOUN
cana-5361	18	3	can	can	AUX
cana-5361	18	4	learn	learn	VERB
cana-5361	18	5	intricate	intricate	ADJ
cana-5361	18	6	patterns	pattern	NOUN
cana-5361	18	7	from	from	ADP
cana-5361	18	8	communications	communication	NOUN
cana-5361	18	9	on	on	ADP
cana-5361	18	10	applied	apply	VERB
cana-5361	18	11	nonlinear	nonlinear	ADJ
cana-5361	18	12	analysis	analysis	NOUN
cana-5361	18	13	issn	issn	NOUN
cana-5361	18	14	:	:	PUNCT
cana-5361	18	15	1074	1074	NUM
cana-5361	18	16	-	-	PUNCT
cana-5361	18	17	133x	133x	NUM
cana-5361	18	18	vol	vol	VERB
cana-5361	18	19	32	32	NUM
cana-5361	18	20	no	no	NOUN
cana-5361	18	21	.	.	PUNCT
cana-5361	19	1	10s	10	NOUN
cana-5361	19	2	(	(	PUNCT
cana-5361	19	3	2025	2025	NUM
cana-5361	19	4	)	)	PUNCT
cana-5361	19	5	1948	1948	NUM
cana-5361	19	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-5361	19	7	large	large	ADJ
cana-5361	19	8	datasets	dataset	NOUN
cana-5361	19	9	,	,	PUNCT
cana-5361	19	10	making	make	VERB
cana-5361	19	11	them	they	PRON
cana-5361	19	12	well	well	ADV
cana-5361	19	13	-	-	PUNCT
cana-5361	19	14	suited	suit	VERB
cana-5361	19	15	for	for	ADP
cana-5361	19	16	disease	disease	NOUN
cana-5361	19	17	prediction	prediction	NOUN
cana-5361	19	18	.	.	PUNCT
cana-5361	20	1	the	the	DET
cana-5361	20	2	integration	integration	NOUN
cana-5361	20	3	of	of	ADP
cana-5361	20	4	internet	internet	NOUN
cana-5361	20	5	of	of	ADP
cana-5361	20	6	medical	medical	ADJ
cana-5361	20	7	things	thing	NOUN
cana-5361	20	8	(	(	PUNCT
cana-5361	20	9	iomt	iomt	NOUN
cana-5361	20	10	)	)	PUNCT
cana-5361	20	11	with	with	ADP
cana-5361	20	12	ai	ai	ADV
cana-5361	20	13	-	-	PUNCT
cana-5361	20	14	based	base	VERB
cana-5361	20	15	models	model	NOUN
cana-5361	20	16	further	far	ADV
cana-5361	20	17	enhances	enhance	VERB
cana-5361	20	18	diagnostic	diagnostic	ADJ
cana-5361	20	19	capabilities	capability	NOUN
cana-5361	20	20	by	by	ADP
cana-5361	20	21	enabling	enable	VERB
cana-5361	20	22	real	real	ADJ
cana-5361	20	23	-	-	PUNCT
cana-5361	20	24	time	time	NOUN
cana-5361	20	25	monitoring	monitoring	NOUN
cana-5361	20	26	and	and	CCONJ
cana-5361	20	27	remote	remote	ADJ
cana-5361	20	28	access	access	NOUN
cana-5361	20	29	to	to	ADP
cana-5361	20	30	patient	patient	ADJ
cana-5361	20	31	data	datum	NOUN
cana-5361	20	32	.	.	PUNCT
cana-5361	21	1	iomt	iomt	PROPN
cana-5361	21	2	allows	allow	VERB
cana-5361	21	3	healthcare	healthcare	NOUN
cana-5361	21	4	professionals	professional	NOUN
cana-5361	21	5	to	to	PART
cana-5361	21	6	analyze	analyze	VERB
cana-5361	21	7	patient	patient	ADJ
cana-5361	21	8	information	information	NOUN
cana-5361	21	9	from	from	ADP
cana-5361	21	10	cloud	cloud	NOUN
cana-5361	21	11	-	-	PUNCT
cana-5361	21	12	based	base	VERB
cana-5361	21	13	platforms	platform	NOUN
cana-5361	21	14	,	,	PUNCT
cana-5361	21	15	providing	provide	VERB
cana-5361	21	16	timely	timely	ADJ
cana-5361	21	17	insights	insight	NOUN
cana-5361	21	18	for	for	ADP
cana-5361	21	19	early	early	ADJ
cana-5361	21	20	detection	detection	NOUN
cana-5361	21	21	and	and	CCONJ
cana-5361	21	22	intervention	intervention	NOUN
cana-5361	21	23	.	.	PUNCT
cana-5361	22	1	despite	despite	SCONJ
cana-5361	22	2	these	these	DET
cana-5361	22	3	advancements	advancement	NOUN
cana-5361	22	4	,	,	PUNCT
cana-5361	22	5	the	the	DET
cana-5361	22	6	efficiency	efficiency	NOUN
cana-5361	22	7	and	and	CCONJ
cana-5361	22	8	accuracy	accuracy	NOUN
cana-5361	22	9	of	of	ADP
cana-5361	22	10	deep	deep	ADJ
cana-5361	22	11	learning	learning	NOUN
cana-5361	22	12	-	-	PUNCT
cana-5361	22	13	based	base	VERB
cana-5361	22	14	diagnostic	diagnostic	ADJ
cana-5361	22	15	systems	system	NOUN
cana-5361	22	16	depend	depend	VERB
cana-5361	22	17	on	on	ADP
cana-5361	22	18	several	several	ADJ
cana-5361	22	19	factors	factor	NOUN
cana-5361	22	20	,	,	PUNCT
cana-5361	22	21	including	include	VERB
cana-5361	22	22	feature	feature	NOUN
cana-5361	22	23	selection	selection	NOUN
cana-5361	22	24	,	,	PUNCT
cana-5361	22	25	network	network	NOUN
cana-5361	22	26	architecture	architecture	NOUN
cana-5361	22	27	,	,	PUNCT
cana-5361	22	28	and	and	CCONJ
cana-5361	22	29	computational	computational	ADJ
cana-5361	22	30	complexity	complexity	NOUN
cana-5361	22	31	.	.	PUNCT
cana-5361	23	1	traditional	traditional	ADJ
cana-5361	23	2	ai	ai	NOUN
cana-5361	23	3	models	model	NOUN
cana-5361	23	4	such	such	ADJ
cana-5361	23	5	as	as	ADP
cana-5361	23	6	artificial	artificial	ADJ
cana-5361	23	7	neural	neural	ADJ
cana-5361	23	8	networks	network	NOUN
cana-5361	23	9	(	(	PUNCT
cana-5361	23	10	ann	ann	PROPN
cana-5361	23	11	)	)	PUNCT
cana-5361	23	12	,	,	PUNCT
cana-5361	23	13	deep	deep	ADJ
cana-5361	23	14	neural	neural	ADJ
cana-5361	23	15	networks	network	NOUN
cana-5361	23	16	(	(	PUNCT
cana-5361	23	17	dnn	dnn	PROPN
cana-5361	23	18	)	)	PUNCT
cana-5361	23	19	,	,	PUNCT
cana-5361	23	20	and	and	CCONJ
cana-5361	23	21	recurrent	recurrent	ADJ
cana-5361	23	22	neural	neural	ADJ
cana-5361	23	23	networks	network	NOUN
cana-5361	23	24	(	(	PUNCT
cana-5361	23	25	rnn	rnn	PROPN
cana-5361	23	26	)	)	PUNCT
cana-5361	23	27	have	have	AUX
cana-5361	23	28	been	be	AUX
cana-5361	23	29	used	use	VERB
cana-5361	23	30	for	for	ADP
cana-5361	23	31	heart	heart	NOUN
cana-5361	23	32	disease	disease	NOUN
cana-5361	23	33	prediction	prediction	NOUN
cana-5361	23	34	,	,	PUNCT
cana-5361	23	35	but	but	CCONJ
cana-5361	23	36	they	they	PRON
cana-5361	23	37	often	often	ADV
cana-5361	23	38	struggle	struggle	VERB
cana-5361	23	39	with	with	ADP
cana-5361	23	40	overfitting	overfitte	VERB
cana-5361	23	41	,	,	PUNCT
cana-5361	23	42	high	high	ADJ
cana-5361	23	43	computational	computational	ADJ
cana-5361	23	44	costs	cost	NOUN
cana-5361	23	45	,	,	PUNCT
cana-5361	23	46	and	and	CCONJ
cana-5361	23	47	suboptimal	suboptimal	ADJ
cana-5361	23	48	performance	performance	NOUN
cana-5361	23	49	in	in	ADP
cana-5361	23	50	real	real	ADJ
cana-5361	23	51	-	-	PUNCT
cana-5361	23	52	time	time	NOUN
cana-5361	23	53	applications	application	NOUN
cana-5361	23	54	.	.	PUNCT
cana-5361	24	1	to	to	PART
cana-5361	24	2	overcome	overcome	VERB
cana-5361	24	3	these	these	DET
cana-5361	24	4	limitations	limitation	NOUN
cana-5361	24	5	,	,	PUNCT
cana-5361	24	6	there	there	PRON
cana-5361	24	7	is	be	VERB
cana-5361	24	8	a	a	DET
cana-5361	24	9	need	need	NOUN
cana-5361	24	10	for	for	ADP
cana-5361	24	11	an	an	DET
cana-5361	24	12	optimized	optimize	VERB
cana-5361	24	13	and	and	CCONJ
cana-5361	24	14	robust	robust	ADJ
cana-5361	24	15	deep	deep	ADJ
cana-5361	24	16	learning	learning	NOUN
cana-5361	24	17	model	model	NOUN
cana-5361	24	18	that	that	PRON
cana-5361	24	19	ensures	ensure	VERB
cana-5361	24	20	precise	precise	ADJ
cana-5361	24	21	classification	classification	NOUN
cana-5361	24	22	while	while	SCONJ
cana-5361	24	23	maintaining	maintain	VERB
cana-5361	24	24	computational	computational	ADJ
cana-5361	24	25	efficiency	efficiency	NOUN
cana-5361	24	26	.	.	PUNCT
cana-5361	25	1	to	to	PART
cana-5361	25	2	address	address	VERB
cana-5361	25	3	this	this	DET
cana-5361	25	4	challenge	challenge	NOUN
cana-5361	25	5	,	,	PUNCT
cana-5361	25	6	this	this	DET
cana-5361	25	7	study	study	NOUN
cana-5361	25	8	introduces	introduce	VERB
cana-5361	25	9	an	an	DET
cana-5361	25	10	enhanced	enhanced	ADJ
cana-5361	25	11	deep	deep	ADJ
cana-5361	25	12	learning	learning	NOUN
cana-5361	25	13	-	-	PUNCT
cana-5361	25	14	assisted	assist	VERB
cana-5361	25	15	convolutional	convolutional	ADJ
cana-5361	25	16	neural	neural	ADJ
cana-5361	25	17	network	network	NOUN
cana-5361	25	18	(	(	PUNCT
cana-5361	25	19	edcnn	edcnn	PROPN
cana-5361	25	20	)	)	PUNCT
cana-5361	25	21	for	for	ADP
cana-5361	25	22	heart	heart	NOUN
cana-5361	25	23	disease	disease	NOUN
cana-5361	25	24	prediction	prediction	NOUN
cana-5361	25	25	.	.	PUNCT
cana-5361	26	1	the	the	DET
cana-5361	26	2	edcnn	edcnn	PROPN
cana-5361	26	3	model	model	NOUN
cana-5361	26	4	is	be	AUX
cana-5361	26	5	designed	design	VERB
cana-5361	26	6	with	with	ADP
cana-5361	26	7	a	a	DET
cana-5361	26	8	deeper	deep	ADJ
cana-5361	26	9	architecture	architecture	NOUN
cana-5361	26	10	that	that	PRON
cana-5361	26	11	integrates	integrate	VERB
cana-5361	26	12	a	a	DET
cana-5361	26	13	multi	multi	ADJ
cana-5361	26	14	-	-	ADJ
cana-5361	26	15	layer	layer	ADJ
cana-5361	26	16	perceptron	perceptron	NOUN
cana-5361	26	17	(	(	PUNCT
cana-5361	26	18	mlp	mlp	NOUN
cana-5361	26	19	)	)	PUNCT
cana-5361	26	20	framework	framework	NOUN
cana-5361	26	21	and	and	CCONJ
cana-5361	26	22	optimized	optimize	VERB
cana-5361	26	23	regularization	regularization	NOUN
cana-5361	26	24	techniques	technique	NOUN
cana-5361	26	25	to	to	PART
cana-5361	26	26	enhance	enhance	VERB
cana-5361	26	27	learning	learn	VERB
cana-5361	26	28	efficiency	efficiency	NOUN
cana-5361	26	29	.	.	PUNCT
cana-5361	27	1	the	the	DET
cana-5361	27	2	proposed	propose	VERB
cana-5361	27	3	model	model	NOUN
cana-5361	27	4	is	be	AUX
cana-5361	27	5	trained	train	VERB
cana-5361	27	6	and	and	CCONJ
cana-5361	27	7	validated	validate	VERB
cana-5361	27	8	on	on	ADP
cana-5361	27	9	both	both	CCONJ
cana-5361	27	10	full	full	ADJ
cana-5361	27	11	and	and	CCONJ
cana-5361	27	12	reduced	reduced	ADJ
cana-5361	27	13	feature	feature	NOUN
cana-5361	27	14	sets	set	NOUN
cana-5361	27	15	to	to	PART
cana-5361	27	16	analyze	analyze	VERB
cana-5361	27	17	the	the	DET
cana-5361	27	18	impact	impact	NOUN
cana-5361	27	19	of	of	ADP
cana-5361	27	20	dimensionality	dimensionality	NOUN
cana-5361	27	21	reduction	reduction	NOUN
cana-5361	27	22	on	on	ADP
cana-5361	27	23	accuracy	accuracy	NOUN
cana-5361	27	24	and	and	CCONJ
cana-5361	27	25	processing	processing	NOUN
cana-5361	27	26	time	time	NOUN
cana-5361	27	27	.	.	PUNCT
cana-5361	28	1	the	the	DET
cana-5361	28	2	system	system	NOUN
cana-5361	28	3	is	be	AUX
cana-5361	28	4	implemented	implement	VERB
cana-5361	28	5	on	on	ADP
cana-5361	28	6	an	an	DET
cana-5361	28	7	iomt	iomt	ADJ
cana-5361	28	8	platform	platform	NOUN
cana-5361	28	9	,	,	PUNCT
cana-5361	28	10	allowing	allow	VERB
cana-5361	28	11	seamless	seamless	ADJ
cana-5361	28	12	integration	integration	NOUN
cana-5361	28	13	with	with	ADP
cana-5361	28	14	cloudbased	cloudbase	VERB
cana-5361	28	15	healthcare	healthcare	NOUN
cana-5361	28	16	services	service	NOUN
cana-5361	28	17	for	for	ADP
cana-5361	28	18	real	real	ADJ
cana-5361	28	19	-	-	PUNCT
cana-5361	28	20	time	time	NOUN
cana-5361	28	21	decision	decision	NOUN
cana-5361	28	22	support	support	NOUN
cana-5361	28	23	.	.	PUNCT
cana-5361	29	1	1.1	1.1	NUM
cana-5361	29	2	.	.	PUNCT
cana-5361	29	3	contribution	contribution	NOUN
cana-5361	29	4	of	of	ADP
cana-5361	29	5	work	work	NOUN
cana-5361	29	6	:	:	PUNCT
cana-5361	29	7	fig	fig	NOUN
cana-5361	29	8	1.survey	1.survey	NUM
cana-5361	29	9	on	on	ADP
cana-5361	29	10	various	various	ADJ
cana-5361	29	11	deep	deep	ADJ
cana-5361	29	12	learning	learning	NOUN
cana-5361	29	13	assistance	assistance	NOUN
cana-5361	29	14	with	with	ADP
cana-5361	29	15	traditional	traditional	ADJ
cana-5361	29	16	algorithm	algorithm	NOUN
cana-5361	29	17	experimental	experimental	ADJ
cana-5361	29	18	results	result	NOUN
cana-5361	29	19	show	show	VERB
cana-5361	29	20	that	that	SCONJ
cana-5361	29	21	the	the	DET
cana-5361	29	22	edcnn	edcnn	PROPN
cana-5361	29	23	model	model	NOUN
cana-5361	29	24	achieves	achieve	VERB
cana-5361	29	25	a	a	DET
cana-5361	29	26	precision	precision	NOUN
cana-5361	29	27	of	of	ADP
cana-5361	29	28	99.1	99.1	NUM
cana-5361	29	29	%	%	NOUN
cana-5361	29	30	,	,	PUNCT
cana-5361	29	31	outperforming	outperform	VERB
cana-5361	29	32	conventional	conventional	ADJ
cana-5361	29	33	ai	ai	NOUN
cana-5361	29	34	models	model	NOUN
cana-5361	29	35	in	in	ADP
cana-5361	29	36	heart	heart	NOUN
cana-5361	29	37	disease	disease	NOUN
cana-5361	29	38	detection	detection	NOUN
cana-5361	29	39	.	.	PUNCT
cana-5361	30	1	by	by	ADP
cana-5361	30	2	leveraging	leverage	VERB
cana-5361	30	3	deep	deep	ADJ
cana-5361	30	4	learning	learning	NOUN
cana-5361	30	5	and	and	CCONJ
cana-5361	30	6	iomt	iomt	ADJ
cana-5361	30	7	technologies	technology	NOUN
cana-5361	30	8	,	,	PUNCT
cana-5361	30	9	this	this	DET
cana-5361	30	10	system	system	NOUN
cana-5361	30	11	has	have	VERB
cana-5361	30	12	the	the	DET
cana-5361	30	13	potential	potential	NOUN
cana-5361	30	14	to	to	PART
cana-5361	30	15	significantly	significantly	ADV
cana-5361	30	16	improve	improve	VERB
cana-5361	30	17	early	early	ADJ
cana-5361	30	18	diagnosis	diagnosis	NOUN
cana-5361	30	19	and	and	CCONJ
cana-5361	30	20	reduce	reduce	VERB
cana-5361	30	21	the	the	DET
cana-5361	30	22	burden	burden	NOUN
cana-5361	30	23	on	on	ADP
cana-5361	30	24	healthcare	healthcare	NOUN
cana-5361	30	25	professionals	professional	NOUN
cana-5361	30	26	.	.	PUNCT
cana-5361	31	1	the	the	DET
cana-5361	31	2	primary	primary	ADJ
cana-5361	31	3	contributions	contribution	NOUN
cana-5361	31	4	of	of	ADP
cana-5361	31	5	this	this	DET
cana-5361	31	6	study	study	NOUN
cana-5361	31	7	are	be	AUX
cana-5361	31	8	as	as	SCONJ
cana-5361	31	9	follows	follow	VERB
cana-5361	31	10	:	:	PUNCT
cana-5361	31	11	•	•	NUM
cana-5361	31	12	development	development	NOUN
cana-5361	31	13	of	of	ADP
cana-5361	31	14	an	an	DET
cana-5361	31	15	optimized	optimize	VERB
cana-5361	31	16	deep	deep	ADJ
cana-5361	31	17	learning	learning	NOUN
cana-5361	31	18	model	model	NOUN
cana-5361	31	19	(	(	PUNCT
cana-5361	31	20	edcnn	edcnn	PROPN
cana-5361	31	21	)	)	PUNCT
cana-5361	31	22	with	with	ADP
cana-5361	31	23	enhanced	enhance	VERB
cana-5361	31	24	feature	feature	NOUN
cana-5361	31	25	extraction	extraction	NOUN
cana-5361	31	26	and	and	CCONJ
cana-5361	31	27	classification	classification	NOUN
cana-5361	31	28	capabilities	capability	NOUN
cana-5361	31	29	for	for	ADP
cana-5361	31	30	heart	heart	NOUN
cana-5361	31	31	disease	disease	NOUN
cana-5361	31	32	diagnosis	diagnosis	NOUN
cana-5361	31	33	.	.	PUNCT
cana-5361	32	1	•	•	NUM
cana-5361	32	2	integration	integration	NOUN
cana-5361	32	3	of	of	ADP
cana-5361	32	4	iomt	iomt	NOUN
cana-5361	32	5	to	to	PART
cana-5361	32	6	enable	enable	VERB
cana-5361	32	7	real	real	ADJ
cana-5361	32	8	-	-	PUNCT
cana-5361	32	9	time	time	NOUN
cana-5361	32	10	and	and	CCONJ
cana-5361	32	11	remote	remote	ADJ
cana-5361	32	12	monitoring	monitoring	NOUN
cana-5361	32	13	of	of	ADP
cana-5361	32	14	patient	patient	ADJ
cana-5361	32	15	data	datum	NOUN
cana-5361	32	16	,	,	PUNCT
cana-5361	32	17	improving	improve	VERB
cana-5361	32	18	accessibility	accessibility	NOUN
cana-5361	32	19	and	and	CCONJ
cana-5361	32	20	timely	timely	ADJ
cana-5361	32	21	intervention	intervention	NOUN
cana-5361	32	22	.	.	PUNCT
cana-5361	33	1	communications	communication	NOUN
cana-5361	33	2	on	on	ADP
cana-5361	33	3	applied	apply	VERB
cana-5361	33	4	nonlinear	nonlinear	ADJ
cana-5361	33	5	analysis	analysis	NOUN
cana-5361	33	6	issn	issn	NOUN
cana-5361	33	7	:	:	PUNCT
cana-5361	33	8	1074	1074	NUM
cana-5361	33	9	-	-	PUNCT
cana-5361	33	10	133x	133x	NUM
cana-5361	33	11	vol	vol	VERB
cana-5361	33	12	32	32	NUM
cana-5361	33	13	no	no	NOUN
cana-5361	33	14	.	.	PUNCT
cana-5361	34	1	10s	10	NOUN
cana-5361	34	2	(	(	PUNCT
cana-5361	34	3	2025	2025	NUM
cana-5361	34	4	)	)	PUNCT
cana-5361	34	5	1949	1949	NUM
cana-5361	35	1	https://internationalpubls.com	https://internationalpubls.com	SYM
cana-5361	35	2	•	•	NOUN
cana-5361	35	3	comparative	comparative	ADJ
cana-5361	35	4	analysis	analysis	NOUN
cana-5361	35	5	with	with	ADP
cana-5361	35	6	traditional	traditional	ADJ
cana-5361	35	7	models	model	NOUN
cana-5361	35	8	such	such	ADJ
cana-5361	35	9	as	as	ADP
cana-5361	35	10	ann	ann	PROPN
cana-5361	35	11	,	,	PUNCT
cana-5361	35	12	dnn	dnn	PROPN
cana-5361	35	13	,	,	PUNCT
cana-5361	35	14	and	and	CCONJ
cana-5361	35	15	rnn	rnn	PROPN
cana-5361	35	16	,	,	PUNCT
cana-5361	35	17	demonstrating	demonstrate	VERB
cana-5361	35	18	superior	superior	ADJ
cana-5361	35	19	performance	performance	NOUN
cana-5361	35	20	in	in	ADP
cana-5361	35	21	terms	term	NOUN
cana-5361	35	22	of	of	ADP
cana-5361	35	23	accuracy	accuracy	NOUN
cana-5361	35	24	,	,	PUNCT
cana-5361	35	25	precision	precision	NOUN
cana-5361	35	26	,	,	PUNCT
cana-5361	35	27	and	and	CCONJ
cana-5361	35	28	computational	computational	ADJ
cana-5361	35	29	efficiency	efficiency	NOUN
cana-5361	35	30	.	.	PUNCT
cana-5361	36	1	•	•	NUM
cana-5361	36	2	hyperparameter	hyperparameter	NOUN
cana-5361	36	3	tuning	tuning	NOUN
cana-5361	36	4	and	and	CCONJ
cana-5361	36	5	feature	feature	NOUN
cana-5361	36	6	selection	selection	NOUN
cana-5361	36	7	techniques	technique	NOUN
cana-5361	36	8	to	to	PART
cana-5361	36	9	balance	balance	VERB
cana-5361	36	10	model	model	NOUN
cana-5361	36	11	complexity	complexity	NOUN
cana-5361	36	12	and	and	CCONJ
cana-5361	36	13	processing	processing	NOUN
cana-5361	36	14	speed	speed	NOUN
cana-5361	36	15	while	while	SCONJ
cana-5361	36	16	maintaining	maintain	VERB
cana-5361	36	17	high	high	ADJ
cana-5361	36	18	predictive	predictive	ADJ
cana-5361	36	19	accuracy	accuracy	NOUN
cana-5361	36	20	.	.	PUNCT
cana-5361	37	1	tomov	tomov	ADJ
cana-5361	37	2	and	and	CCONJ
cana-5361	37	3	tomov	tomov	ADJ
cana-5361	37	4	[	[	X
cana-5361	37	5	23	23	NUM
cana-5361	37	6	]	]	PUNCT
cana-5361	37	7	introduced	introduce	VERB
cana-5361	37	8	the	the	DET
cana-5361	37	9	deep	deep	ADJ
cana-5361	37	10	neural	neural	ADJ
cana-5361	37	11	network	network	NOUN
cana-5361	37	12	(	(	PUNCT
cana-5361	37	13	dnn	dnn	PROPN
cana-5361	37	14	)	)	PUNCT
cana-5361	37	15	for	for	ADP
cana-5361	37	16	detecting	detect	VERB
cana-5361	37	17	heart	heart	NOUN
cana-5361	37	18	disease	disease	NOUN
cana-5361	37	19	,	,	PUNCT
cana-5361	37	20	and	and	CCONJ
cana-5361	37	21	the	the	DET
cana-5361	37	22	results	result	NOUN
cana-5361	37	23	have	have	AUX
cana-5361	37	24	discovered	discover	VERB
cana-5361	37	25	in	in	ADP
cana-5361	37	26	the	the	DET
cana-5361	37	27	process	process	NOUN
cana-5361	37	28	of	of	ADP
cana-5361	37	29	the	the	DET
cana-5361	37	30	five	five	NUM
cana-5361	37	31	-	-	PUNCT
cana-5361	37	32	level	level	NOUN
cana-5361	37	33	dnn	dnn	NOUN
cana-5361	37	34	architecture	architecture	NOUN
cana-5361	37	35	for	for	ADP
cana-5361	37	36	algorithmic	algorithmic	ADJ
cana-5361	37	37	risk	risk	NOUN
cana-5361	37	38	-	-	PUNCT
cana-5361	37	39	reduction	reduction	NOUN
cana-5361	37	40	and	and	CCONJ
cana-5361	37	41	optimization	optimization	NOUN
cana-5361	37	42	for	for	ADP
cana-5361	37	43	the	the	DET
cana-5361	37	44	best	good	ADJ
cana-5361	37	45	prediction	prediction	NOUN
cana-5361	37	46	accuracy	accuracy	NOUN
cana-5361	37	47	as	as	SCONJ
cana-5361	37	48	shown	show	VERB
cana-5361	37	49	in	in	ADP
cana-5361	37	50	figure.1	figure.1	PROPN
cana-5361	37	51	.	.	PROPN
cana-5361	37	52	fig	fig	PROPN
cana-5361	37	53	2	2	NUM
cana-5361	37	54	.	.	PUNCT
cana-5361	38	1	survey	survey	NOUN
cana-5361	38	2	on	on	ADP
cana-5361	38	3	various	various	ADJ
cana-5361	38	4	neural	neural	ADJ
cana-5361	38	5	network	network	NOUN
cana-5361	38	6	and	and	CCONJ
cana-5361	38	7	its	its	PRON
cana-5361	38	8	importance	importance	NOUN
cana-5361	38	9	fig	fig	NOUN
cana-5361	38	10	3.edcnn	3.edcnn	NUM
cana-5361	38	11	method	method	NOUN
cana-5361	38	12	architecture	architecture	NOUN
cana-5361	38	13	.	.	PUNCT
cana-5361	39	1	the	the	DET
cana-5361	39	2	remainder	remainder	NOUN
cana-5361	39	3	of	of	ADP
cana-5361	39	4	this	this	DET
cana-5361	39	5	paper	paper	NOUN
cana-5361	39	6	is	be	AUX
cana-5361	39	7	structured	structure	VERB
cana-5361	39	8	as	as	SCONJ
cana-5361	39	9	follows	follow	VERB
cana-5361	39	10	:	:	PUNCT
cana-5361	39	11	section	section	NOUN
cana-5361	39	12	2	2	NUM
cana-5361	39	13	reviews	review	NOUN
cana-5361	39	14	related	relate	VERB
cana-5361	39	15	work	work	NOUN
cana-5361	39	16	and	and	CCONJ
cana-5361	39	17	existing	exist	VERB
cana-5361	39	18	methodologies	methodology	NOUN
cana-5361	39	19	for	for	ADP
cana-5361	39	20	heart	heart	NOUN
cana-5361	39	21	disease	disease	NOUN
cana-5361	39	22	diagnosis	diagnosis	NOUN
cana-5361	39	23	.	.	PUNCT
cana-5361	40	1	section	section	NOUN
cana-5361	40	2	3	3	NUM
cana-5361	40	3	presents	present	VERB
cana-5361	40	4	the	the	DET
cana-5361	40	5	proposed	propose	VERB
cana-5361	40	6	edcnn	edcnn	NOUN
cana-5361	40	7	framework	framework	NOUN
cana-5361	40	8	and	and	CCONJ
cana-5361	40	9	its	its	PRON
cana-5361	40	10	implementation	implementation	NOUN
cana-5361	40	11	.	.	PUNCT
cana-5361	41	1	section	section	NOUN
cana-5361	41	2	4	4	NUM
cana-5361	41	3	discusses	discuss	VERB
cana-5361	41	4	the	the	DET
cana-5361	41	5	experimental	experimental	ADJ
cana-5361	41	6	results	result	NOUN
cana-5361	41	7	and	and	CCONJ
cana-5361	41	8	performance	performance	NOUN
cana-5361	41	9	analysis	analysis	NOUN
cana-5361	41	10	.	.	PUNCT
cana-5361	42	1	finally	finally	ADV
cana-5361	42	2	,	,	PUNCT
cana-5361	42	3	section	section	NOUN
cana-5361	42	4	5	5	NUM
cana-5361	42	5	concludes	conclude	VERB
cana-5361	42	6	the	the	DET
cana-5361	42	7	study	study	NOUN
cana-5361	42	8	and	and	CCONJ
cana-5361	42	9	highlights	highlight	NOUN
cana-5361	42	10	future	future	ADJ
cana-5361	42	11	research	research	NOUN
cana-5361	42	12	directions	direction	NOUN
cana-5361	42	13	.	.	PUNCT
cana-5361	43	1	communications	communication	NOUN
cana-5361	43	2	on	on	ADP
cana-5361	43	3	applied	apply	VERB
cana-5361	43	4	nonlinear	nonlinear	ADJ
cana-5361	43	5	analysis	analysis	NOUN
cana-5361	43	6	issn	issn	NOUN
cana-5361	43	7	:	:	PUNCT
cana-5361	43	8	1074	1074	NUM
cana-5361	43	9	-	-	PUNCT
cana-5361	43	10	133x	133x	NUM
cana-5361	43	11	vol	vol	VERB
cana-5361	43	12	32	32	NUM
cana-5361	43	13	no	no	NOUN
cana-5361	43	14	.	.	PUNCT
cana-5361	44	1	10s	10	NOUN
cana-5361	44	2	(	(	PUNCT
cana-5361	44	3	2025	2025	NUM
cana-5361	44	4	)	)	PUNCT
cana-5361	44	5	1950	1950	NUM
cana-5361	44	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-5361	44	7	fig	fig	NOUN
cana-5361	44	8	4	4	NUM
cana-5361	44	9	.	.	PUNCT
cana-5361	44	10	medical	medical	ADJ
cana-5361	44	11	diagnostic	diagnostic	ADJ
cana-5361	44	12	interface	interface	NOUN
cana-5361	44	13	in	in	ADP
cana-5361	44	14	fig	fig	NOUN
cana-5361	44	15	4	4	NUM
cana-5361	44	16	presents	present	VERB
cana-5361	44	17	a	a	DET
cana-5361	44	18	high	high	ADJ
cana-5361	44	19	-	-	PUNCT
cana-5361	44	20	tech	tech	NOUN
cana-5361	44	21	,	,	PUNCT
cana-5361	44	22	medical	medical	ADJ
cana-5361	44	23	diagnostics	diagnostic	NOUN
cana-5361	44	24	interface	interface	NOUN
cana-5361	44	25	,	,	PUNCT
cana-5361	44	26	likely	likely	ADV
cana-5361	44	27	representing	represent	VERB
cana-5361	44	28	a	a	DET
cana-5361	44	29	futuristic	futuristic	ADJ
cana-5361	44	30	healthcare	healthcare	NOUN
cana-5361	44	31	system	system	NOUN
cana-5361	44	32	that	that	PRON
cana-5361	44	33	integrates	integrate	VERB
cana-5361	44	34	big	big	ADJ
cana-5361	44	35	data	datum	NOUN
cana-5361	44	36	,	,	PUNCT
cana-5361	44	37	and	and	CCONJ
cana-5361	44	38	predictive	predictive	ADJ
cana-5361	44	39	analytics	analytic	NOUN
cana-5361	44	40	to	to	PART
cana-5361	44	41	improve	improve	VERB
cana-5361	44	42	disease	disease	NOUN
cana-5361	44	43	detection	detection	NOUN
cana-5361	44	44	and	and	CCONJ
cana-5361	44	45	patient	patient	ADJ
cana-5361	44	46	monitoring	monitoring	NOUN
cana-5361	44	47	.	.	PUNCT
cana-5361	45	1	in	in	ADP
cana-5361	45	2	fig	fig	NOUN
cana-5361	45	3	5	5	NUM
cana-5361	45	4	illustrates	illustrate	VERB
cana-5361	45	5	that	that	SCONJ
cana-5361	45	6	the	the	DET
cana-5361	45	7	internet	internet	NOUN
cana-5361	45	8	of	of	ADP
cana-5361	45	9	medical	medical	ADJ
cana-5361	45	10	things	thing	NOUN
cana-5361	45	11	for	for	ADP
cana-5361	45	12	heart	heart	NOUN
cana-5361	45	13	diseases	disease	NOUN
cana-5361	45	14	analysis	analysis	NOUN
cana-5361	45	15	.	.	PUNCT
cana-5361	46	1	it	it	PRON
cana-5361	46	2	describes	describe	VERB
cana-5361	46	3	through	through	ADP
cana-5361	46	4	the	the	DET
cana-5361	46	5	internet	internet	NOUN
cana-5361	46	6	sensor	sensor	NOUN
cana-5361	46	7	,	,	PUNCT
cana-5361	46	8	iomt	iomt	NOUN
cana-5361	46	9	,	,	PUNCT
cana-5361	46	10	visualize	visualize	NOUN
cana-5361	46	11	,	,	PUNCT
cana-5361	46	12	deep	deep	ADJ
cana-5361	46	13	learning	learning	NOUN
cana-5361	46	14	and	and	CCONJ
cana-5361	46	15	health	health	NOUN
cana-5361	46	16	description	description	NOUN
cana-5361	46	17	.	.	PUNCT
cana-5361	47	1	fig	fig	NOUN
cana-5361	47	2	5	5	NUM
cana-5361	47	3	.	.	PUNCT
cana-5361	48	1	the	the	DET
cana-5361	48	2	internet	internet	NOUN
cana-5361	48	3	of	of	ADP
cana-5361	48	4	medical	medical	ADJ
cana-5361	48	5	things	thing	NOUN
cana-5361	48	6	for	for	ADP
cana-5361	48	7	heart	heart	NOUN
cana-5361	48	8	disease	disease	NOUN
cana-5361	48	9	analysis	analysis	NOUN
cana-5361	48	10	1.2	1.2	NUM
cana-5361	48	11	.	.	PUNCT
cana-5361	49	1	medical	medical	ADJ
cana-5361	49	2	analysis	analysis	NOUN
cana-5361	49	3	the	the	DET
cana-5361	49	4	image	image	NOUN
cana-5361	49	5	contains	contain	VERB
cana-5361	49	6	multiple	multiple	ADJ
cana-5361	49	7	interconnected	interconnected	ADJ
cana-5361	49	8	circular	circular	ADJ
cana-5361	49	9	elements	element	NOUN
cana-5361	49	10	,	,	PUNCT
cana-5361	49	11	suggesting	suggest	VERB
cana-5361	49	12	a	a	DET
cana-5361	49	13	neural	neural	ADJ
cana-5361	49	14	networkinspired	networkinspire	VERB
cana-5361	49	15	data	data	NOUN
cana-5361	49	16	processing	processing	NOUN
cana-5361	49	17	approach	approach	NOUN
cana-5361	49	18	.	.	PUNCT
cana-5361	50	1	the	the	DET
cana-5361	50	2	use	use	NOUN
cana-5361	50	3	of	of	ADP
cana-5361	50	4	brain	brain	NOUN
cana-5361	50	5	scans	scan	NOUN
cana-5361	50	6	,	,	PUNCT
cana-5361	50	7	organ	organ	NOUN
cana-5361	50	8	images	image	NOUN
cana-5361	50	9	,	,	PUNCT
cana-5361	50	10	and	and	CCONJ
cana-5361	50	11	dna	dna	PROPN
cana-5361	50	12	structures	structure	NOUN
cana-5361	50	13	hints	hint	VERB
cana-5361	50	14	at	at	ADP
cana-5361	50	15	advanced	advanced	ADJ
cana-5361	50	16	biomedical	biomedical	NOUN
cana-5361	50	17	for	for	ADP
cana-5361	50	18	disease	disease	NOUN
cana-5361	50	19	detection	detection	NOUN
cana-5361	50	20	.	.	PUNCT
cana-5361	51	1	the	the	DET
cana-5361	51	2	labels	label	NOUN
cana-5361	51	3	"	"	PUNCT
cana-5361	51	4	disease	disease	NOUN
cana-5361	51	5	index	index	NOUN
cana-5361	51	6	,	,	PUNCT
cana-5361	51	7	"	"	PUNCT
cana-5361	51	8	"	"	PUNCT
cana-5361	51	9	observation	observation	NOUN
cana-5361	51	10	range	range	NOUN
cana-5361	51	11	,	,	PUNCT
cana-5361	51	12	"	"	PUNCT
cana-5361	51	13	and	and	CCONJ
cana-5361	51	14	"	"	PUNCT
cana-5361	51	15	prediction	prediction	NOUN
cana-5361	51	16	"	"	PUNCT
cana-5361	51	17	indicate	indicate	VERB
cana-5361	51	18	a	a	DET
cana-5361	51	19	system	system	NOUN
cana-5361	51	20	that	that	PRON
cana-5361	51	21	analyzes	analyze	VERB
cana-5361	51	22	health	health	NOUN
cana-5361	51	23	metrics	metric	NOUN
cana-5361	51	24	to	to	PART
cana-5361	51	25	identify	identify	VERB
cana-5361	51	26	potential	potential	ADJ
cana-5361	51	27	risks	risk	NOUN
cana-5361	51	28	..	..	PUNCT
cana-5361	51	29	various	various	ADJ
cana-5361	51	30	charts	chart	NOUN
cana-5361	51	31	and	and	CCONJ
cana-5361	51	32	graphs	graph	VERB
cana-5361	51	33	display	display	NOUN
cana-5361	51	34	trend	trend	NOUN
cana-5361	51	35	analysis	analysis	NOUN
cana-5361	51	36	over	over	ADP
cana-5361	51	37	time	time	NOUN
cana-5361	51	38	,	,	PUNCT
cana-5361	51	39	likely	likely	ADJ
cana-5361	51	40	for	for	ADP
cana-5361	51	41	tracking	track	VERB
cana-5361	51	42	patient	patient	ADJ
cana-5361	51	43	conditions	condition	NOUN
cana-5361	51	44	.	.	PUNCT
cana-5361	52	1	the	the	DET
cana-5361	52	2	use	use	NOUN
cana-5361	52	3	of	of	ADP
cana-5361	52	4	circular	circular	ADJ
cana-5361	52	5	infographics	infographic	NOUN
cana-5361	52	6	,	,	PUNCT
cana-5361	52	7	bar	bar	NOUN
cana-5361	52	8	charts	chart	NOUN
cana-5361	52	9	,	,	PUNCT
cana-5361	52	10	and	and	CCONJ
cana-5361	52	11	interactive	interactive	ADJ
cana-5361	52	12	dashboards	dashboard	NOUN
cana-5361	52	13	suggests	suggest	VERB
cana-5361	52	14	real	real	ADJ
cana-5361	52	15	-	-	PUNCT
cana-5361	52	16	time	time	NOUN
cana-5361	52	17	processing	processing	NOUN
cana-5361	52	18	of	of	ADP
cana-5361	52	19	health	health	NOUN
cana-5361	52	20	data.aidriven	data.aidriven	NUM
cana-5361	52	21	feature	feature	NOUN
cana-5361	52	22	analysis	analysis	NOUN
cana-5361	52	23	and	and	CCONJ
cana-5361	52	24	statistical	statistical	ADJ
cana-5361	52	25	models	model	NOUN
cana-5361	52	26	likely	likely	ADV
cana-5361	52	27	provide	provide	VERB
cana-5361	52	28	insights	insight	NOUN
cana-5361	52	29	into	into	ADP
cana-5361	52	30	disease	disease	NOUN
cana-5361	52	31	progression	progression	NOUN
cana-5361	52	32	,	,	PUNCT
cana-5361	52	33	treatment	treatment	NOUN
cana-5361	52	34	effectiveness	effectiveness	NOUN
cana-5361	52	35	,	,	PUNCT
cana-5361	52	36	and	and	CCONJ
cana-5361	52	37	risk	risk	NOUN
cana-5361	52	38	assessments	assessment	NOUN
cana-5361	52	39	.	.	PUNCT
cana-5361	53	1	communications	communication	NOUN
cana-5361	53	2	on	on	ADP
cana-5361	53	3	applied	apply	VERB
cana-5361	53	4	nonlinear	nonlinear	ADJ
cana-5361	53	5	analysis	analysis	NOUN
cana-5361	53	6	issn	issn	NOUN
cana-5361	53	7	:	:	PUNCT
cana-5361	53	8	1074	1074	NUM
cana-5361	53	9	-	-	PUNCT
cana-5361	53	10	133x	133x	NUM
cana-5361	53	11	vol	vol	VERB
cana-5361	53	12	32	32	NUM
cana-5361	53	13	no	no	NOUN
cana-5361	53	14	.	.	PUNCT
cana-5361	54	1	10s	10	NOUN
cana-5361	54	2	(	(	PUNCT
cana-5361	54	3	2025	2025	NUM
cana-5361	54	4	)	)	PUNCT
cana-5361	54	5	1951	1951	NUM
cana-5361	54	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-5361	54	7	.	.	PUNCT
cana-5361	55	1	fig	fig	NOUN
cana-5361	55	2	6	6	NUM
cana-5361	55	3	.	.	PUNCT
cana-5361	56	1	roi	roi	NOUN
cana-5361	56	2	extraction	extraction	NOUN
cana-5361	56	3	of	of	ADP
cana-5361	56	4	heart	heart	NOUN
cana-5361	56	5	disease	disease	NOUN
cana-5361	56	6	images	image	NOUN
cana-5361	56	7	:	:	PUNCT
cana-5361	56	8	a	a	X
cana-5361	56	9	)	)	PUNCT
cana-5361	56	10	one	one	NUM
cana-5361	56	11	slice	slice	NOUN
cana-5361	56	12	image	image	NOUN
cana-5361	56	13	with	with	ADP
cana-5361	56	14	roi	roi	NOUN
cana-5361	56	15	(	(	PUNCT
cana-5361	56	16	b)fourier	b)fourier	NOUN
cana-5361	56	17	image	image	NOUN
cana-5361	56	18	(	(	PUNCT
cana-5361	56	19	c	c	NOUN
cana-5361	56	20	)	)	PUNCT
cana-5361	56	21	circle	circle	NOUN
cana-5361	56	22	for	for	ADP
cana-5361	56	23	slice	slice	NOUN
cana-5361	56	24	(	(	PUNCT
cana-5361	56	25	d	d	NOUN
cana-5361	56	26	)	)	PUNCT
cana-5361	56	27	probability	probability	NOUN
cana-5361	56	28	surface	surface	NOUN
cana-5361	56	29	across	across	ADP
cana-5361	56	30	all	all	DET
cana-5361	56	31	slices	slice	NOUN
cana-5361	56	32	.	.	PUNCT
cana-5361	57	1	fig	fig	NOUN
cana-5361	57	2	.	.	PUNCT
cana-5361	58	1	7	7	NUM
cana-5361	58	2	health	health	NOUN
cana-5361	58	3	risk	risk	NOUN
cana-5361	58	4	assessment	assessment	NOUN
cana-5361	58	5	fig	fig	NOUN
cana-5361	58	6	8	8	NUM
cana-5361	58	7	.	.	PUNCT
cana-5361	59	1	prediction	prediction	NOUN
cana-5361	59	2	probability	probability	NOUN
cana-5361	59	3	of	of	ADP
cana-5361	59	4	heart	heart	NOUN
cana-5361	59	5	disease	disease	NOUN
cana-5361	59	6	analysis	analysis	NOUN
cana-5361	59	7	.	.	PUNCT
cana-5361	60	1	fig-7	fig-7	NOUN
cana-5361	60	2	,	,	PUNCT
cana-5361	60	3	appears	appear	VERB
cana-5361	60	4	to	to	PART
cana-5361	60	5	be	be	AUX
cana-5361	60	6	an	an	DET
cana-5361	60	7	infographic	infographic	ADJ
cana-5361	60	8	related	relate	VERB
cana-5361	60	9	to	to	ADP
cana-5361	60	10	health	health	NOUN
cana-5361	60	11	risk	risk	NOUN
cana-5361	60	12	assessment	assessment	NOUN
cana-5361	60	13	,	,	PUNCT
cana-5361	60	14	displaying	display	VERB
cana-5361	60	15	various	various	ADJ
cana-5361	60	16	risk	risk	NOUN
cana-5361	60	17	factors	factor	NOUN
cana-5361	60	18	,	,	PUNCT
cana-5361	60	19	health	health	NOUN
cana-5361	60	20	problems	problem	NOUN
cana-5361	60	21	,	,	PUNCT
cana-5361	60	22	and	and	CCONJ
cana-5361	60	23	outcomes	outcome	NOUN
cana-5361	60	24	1	1	X
cana-5361	61	1	.	.	X
cana-5361	61	2	title	title	NOUN
cana-5361	61	3	:	:	PUNCT
cana-5361	61	4	"	"	PUNCT
cana-5361	61	5	health	health	NOUN
cana-5361	61	6	risk	risk	NOUN
cana-5361	61	7	assessment	assessment	NOUN
cana-5361	61	8	"	"	PUNCT
cana-5361	61	9	–	–	PUNCT
cana-5361	61	10	the	the	DET
cana-5361	61	11	overall	overall	ADJ
cana-5361	61	12	theme	theme	NOUN
cana-5361	61	13	focuses	focus	VERB
cana-5361	61	14	on	on	ADP
cana-5361	61	15	evaluating	evaluate	VERB
cana-5361	61	16	risks	risk	NOUN
cana-5361	61	17	related	relate	VERB
cana-5361	61	18	to	to	ADP
cana-5361	61	19	health	health	NOUN
cana-5361	61	20	.	.	PUNCT
cana-5361	62	1	2	2	X
cana-5361	62	2	.	.	X
cana-5361	62	3	risk	risk	NOUN
cana-5361	62	4	factors	factor	NOUN
cana-5361	62	5	–	–	PUNCT
cana-5361	62	6	the	the	DET
cana-5361	62	7	top	top	ADJ
cana-5361	62	8	section	section	NOUN
cana-5361	62	9	likely	likely	ADV
cana-5361	62	10	contains	contain	VERB
cana-5361	62	11	internal	internal	ADJ
cana-5361	62	12	and	and	CCONJ
cana-5361	62	13	external	external	ADJ
cana-5361	62	14	factors	factor	NOUN
cana-5361	62	15	influencing	influence	VERB
cana-5361	62	16	health	health	NOUN
cana-5361	62	17	risks	risk	NOUN
cana-5361	62	18	,	,	PUNCT
cana-5361	62	19	such	such	ADJ
cana-5361	62	20	as	as	ADP
cana-5361	62	21	:	:	PUNCT
cana-5361	62	22	communications	communication	NOUN
cana-5361	62	23	on	on	ADP
cana-5361	62	24	applied	apply	VERB
cana-5361	62	25	nonlinear	nonlinear	ADJ
cana-5361	62	26	analysis	analysis	NOUN
cana-5361	62	27	issn	issn	NOUN
cana-5361	62	28	:	:	PUNCT
cana-5361	62	29	1074	1074	NUM
cana-5361	62	30	-	-	PUNCT
cana-5361	62	31	133x	133x	NUM
cana-5361	62	32	vol	vol	VERB
cana-5361	62	33	32	32	NUM
cana-5361	62	34	no	no	NOUN
cana-5361	62	35	.	.	PUNCT
cana-5361	63	1	10s	10	NOUN
cana-5361	63	2	(	(	PUNCT
cana-5361	63	3	2025	2025	NUM
cana-5361	63	4	)	)	PUNCT
cana-5361	63	5	1952	1952	NUM
cana-5361	63	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-5361	63	7	➢	➢	NOUN
cana-5361	63	8	age	age	NOUN
cana-5361	63	9	➢	➢	NOUN
cana-5361	63	10	genetics	genetic	NOUN
cana-5361	63	11	➢	➢	NOUN
cana-5361	63	12	lifestyle	lifestyle	NOUN
cana-5361	63	13	choices	choice	NOUN
cana-5361	63	14	➢	➢	VERB
cana-5361	63	15	environmental	environmental	ADJ
cana-5361	63	16	exposure	exposure	NOUN
cana-5361	63	17	3	3	NUM
cana-5361	63	18	.	.	PUNCT
cana-5361	64	1	health	health	NOUN
cana-5361	64	2	problems	problem	NOUN
cana-5361	64	3	–	–	PUNCT
cana-5361	64	4	the	the	DET
cana-5361	64	5	center	center	NOUN
cana-5361	64	6	of	of	ADP
cana-5361	64	7	the	the	DET
cana-5361	64	8	graph	graph	NOUN
cana-5361	64	9	seems	seem	VERB
cana-5361	64	10	to	to	PART
cana-5361	64	11	illustrate	illustrate	VERB
cana-5361	64	12	common	common	ADJ
cana-5361	64	13	health	health	NOUN
cana-5361	64	14	issues	issue	NOUN
cana-5361	64	15	like	like	VERB
cana-5361	64	16	:	:	PUNCT
cana-5361	64	17	➢	➢	VERB
cana-5361	64	18	cardiovascular	cardiovascular	ADJ
cana-5361	64	19	diseases	disease	NOUN
cana-5361	64	20	(	(	PUNCT
cana-5361	64	21	heart	heart	NOUN
cana-5361	64	22	conditions	condition	NOUN
cana-5361	64	23	)	)	PUNCT
cana-5361	64	24	➢	➢	NOUN
cana-5361	64	25	lung	lung	NOUN
cana-5361	64	26	diseases	disease	NOUN
cana-5361	64	27	➢	➢	VERB
cana-5361	64	28	diabetes	diabete	NOUN
cana-5361	64	29	➢	➢	VERB
cana-5361	64	30	obesity	obesity	NOUN
cana-5361	64	31	➢	➢	NOUN
cana-5361	64	32	other	other	ADJ
cana-5361	64	33	chronic	chronic	ADJ
cana-5361	64	34	illnesses	illness	NOUN
cana-5361	64	35	4	4	NUM
cana-5361	64	36	.	.	X
cana-5361	64	37	pathways	pathway	NOUN
cana-5361	64	38	&	&	CCONJ
cana-5361	64	39	steps	step	NOUN
cana-5361	64	40	–	–	PUNCT
cana-5361	64	41	the	the	DET
cana-5361	64	42	flowchart	flowchart	NOUN
cana-5361	64	43	or	or	CCONJ
cana-5361	64	44	network	network	NOUN
cana-5361	64	45	visually	visually	ADV
cana-5361	64	46	represents	represent	VERB
cana-5361	64	47	how	how	SCONJ
cana-5361	64	48	risk	risk	NOUN
cana-5361	64	49	factors	factor	NOUN
cana-5361	64	50	contribute	contribute	VERB
cana-5361	64	51	to	to	ADP
cana-5361	64	52	diseases	disease	NOUN
cana-5361	64	53	,	,	PUNCT
cana-5361	64	54	which	which	PRON
cana-5361	64	55	in	in	ADP
cana-5361	64	56	turn	turn	NOUN
cana-5361	64	57	lead	lead	VERB
cana-5361	64	58	to	to	ADP
cana-5361	64	59	different	different	ADJ
cana-5361	64	60	health	health	NOUN
cana-5361	64	61	outcomes	outcome	NOUN
cana-5361	64	62	.	.	PUNCT
cana-5361	65	1	5	5	X
cana-5361	65	2	.	.	X
cana-5361	65	3	outcomes	outcome	NOUN
cana-5361	65	4	–	–	PUNCT
cana-5361	65	5	the	the	DET
cana-5361	65	6	bottom	bottom	ADJ
cana-5361	65	7	section	section	NOUN
cana-5361	65	8	appears	appear	VERB
cana-5361	65	9	to	to	PART
cana-5361	65	10	show	show	VERB
cana-5361	65	11	possible	possible	ADJ
cana-5361	65	12	health	health	NOUN
cana-5361	65	13	results	result	NOUN
cana-5361	65	14	:	:	PUNCT
cana-5361	65	15	➢	➢	VERB
cana-5361	65	16	positive	positive	ADJ
cana-5361	65	17	outcomes	outcome	NOUN
cana-5361	65	18	(	(	PUNCT
cana-5361	65	19	recovery	recovery	NOUN
cana-5361	65	20	,	,	PUNCT
cana-5361	66	1	improved	improve	VERB
cana-5361	66	2	lifestyle	lifestyle	NOUN
cana-5361	66	3	)	)	PUNCT
cana-5361	66	4	➢	➢	VERB
cana-5361	66	5	negative	negative	ADJ
cana-5361	66	6	outcomes	outcome	NOUN
cana-5361	66	7	(	(	PUNCT
cana-5361	66	8	chronic	chronic	ADJ
cana-5361	66	9	illness	illness	NOUN
cana-5361	66	10	,	,	PUNCT
cana-5361	66	11	hospitalization	hospitalization	NOUN
cana-5361	66	12	,	,	PUNCT
cana-5361	66	13	severe	severe	ADJ
cana-5361	66	14	health	health	NOUN
cana-5361	66	15	complications	complication	NOUN
cana-5361	66	16	)	)	PUNCT
cana-5361	66	17	this	this	DET
cana-5361	66	18	visualization	visualization	NOUN
cana-5361	66	19	helps	help	VERB
cana-5361	66	20	in	in	ADP
cana-5361	66	21	understanding	understand	VERB
cana-5361	66	22	how	how	SCONJ
cana-5361	66	23	various	various	ADJ
cana-5361	66	24	factors	factor	NOUN
cana-5361	66	25	contribute	contribute	VERB
cana-5361	66	26	to	to	ADP
cana-5361	66	27	health	health	NOUN
cana-5361	66	28	risks	risk	NOUN
cana-5361	66	29	,	,	PUNCT
cana-5361	66	30	emphasizing	emphasize	VERB
cana-5361	66	31	prevention	prevention	NOUN
cana-5361	66	32	,	,	PUNCT
cana-5361	66	33	early	early	ADJ
cana-5361	66	34	detection	detection	NOUN
cana-5361	66	35	,	,	PUNCT
cana-5361	66	36	and	and	CCONJ
cana-5361	66	37	management	management	NOUN
cana-5361	66	38	of	of	ADP
cana-5361	66	39	diseases	disease	NOUN
cana-5361	66	40	.	.	PUNCT
cana-5361	67	1	fig-3	fig-3	X
cana-5361	67	2	,	,	PUNCT
cana-5361	67	3	illustrates	illustrate	VERB
cana-5361	67	4	a	a	DET
cana-5361	67	5	data	data	NOUN
cana-5361	67	6	-	-	PUNCT
cana-5361	67	7	driven	drive	VERB
cana-5361	67	8	workflow	workflow	NOUN
cana-5361	67	9	for	for	ADP
cana-5361	67	10	heart	heart	NOUN
cana-5361	67	11	disease	disease	NOUN
cana-5361	67	12	prediction	prediction	NOUN
cana-5361	67	13	using	use	VERB
cana-5361	67	14	artificial	artificial	ADJ
cana-5361	67	15	intelligence	intelligence	NOUN
cana-5361	67	16	.	.	PUNCT
cana-5361	68	1	heart	heart	NOUN
cana-5361	68	2	disease	disease	NOUN
cana-5361	68	3	detection	detection	NOUN
cana-5361	68	4	:	:	PUNCT
cana-5361	68	5	the	the	DET
cana-5361	68	6	process	process	NOUN
cana-5361	68	7	begins	begin	VERB
cana-5361	68	8	with	with	ADP
cana-5361	68	9	gathering	gather	VERB
cana-5361	68	10	heart	heart	NOUN
cana-5361	68	11	health	health	NOUN
cana-5361	68	12	data	datum	NOUN
cana-5361	68	13	.	.	PUNCT
cana-5361	69	1	outlier	outlier	NOUN
cana-5361	69	2	detection	detection	NOUN
cana-5361	69	3	&	&	CCONJ
cana-5361	69	4	removal	removal	PROPN
cana-5361	69	5	:	:	PUNCT
cana-5361	69	6	any	any	DET
cana-5361	69	7	extreme	extreme	ADJ
cana-5361	69	8	or	or	CCONJ
cana-5361	69	9	erroneous	erroneous	ADJ
cana-5361	69	10	values	value	NOUN
cana-5361	69	11	are	be	AUX
cana-5361	69	12	identified	identify	VERB
cana-5361	69	13	and	and	CCONJ
cana-5361	69	14	removed	remove	VERB
cana-5361	69	15	to	to	PART
cana-5361	69	16	improve	improve	VERB
cana-5361	69	17	data	datum	NOUN
cana-5361	69	18	quality	quality	NOUN
cana-5361	69	19	.	.	PUNCT
cana-5361	70	1	handling	handle	VERB
cana-5361	70	2	missing	miss	VERB
cana-5361	70	3	values	value	NOUN
cana-5361	70	4	:	:	PUNCT
cana-5361	70	5	missing	miss	VERB
cana-5361	70	6	values	value	NOUN
cana-5361	70	7	in	in	ADP
cana-5361	70	8	the	the	DET
cana-5361	70	9	dataset	dataset	NOUN
cana-5361	70	10	are	be	AUX
cana-5361	70	11	managed	manage	VERB
cana-5361	70	12	through	through	ADP
cana-5361	70	13	imputation	imputation	NOUN
cana-5361	70	14	techniques	technique	NOUN
cana-5361	70	15	.	.	PUNCT
cana-5361	71	1	categorizing	categorize	VERB
cana-5361	71	2	data	data	PROPN
cana-5361	71	3	:	:	PUNCT
cana-5361	71	4	the	the	DET
cana-5361	71	5	ai	ai	NOUN
cana-5361	71	6	system	system	NOUN
cana-5361	71	7	organizes	organize	VERB
cana-5361	71	8	relevant	relevant	ADJ
cana-5361	71	9	features	feature	NOUN
cana-5361	71	10	(	(	PUNCT
cana-5361	71	11	e.g.	e.g.	ADV
cana-5361	71	12	,	,	PUNCT
cana-5361	71	13	heart	heart	NOUN
cana-5361	71	14	rate	rate	NOUN
cana-5361	71	15	,	,	PUNCT
cana-5361	71	16	blood	blood	NOUN
cana-5361	71	17	pressure	pressure	NOUN
cana-5361	71	18	)	)	PUNCT
cana-5361	71	19	.	.	PUNCT
cana-5361	72	1	fig	fig	NOUN
cana-5361	72	2	9	9	NUM
cana-5361	72	3	.	.	PUNCT
cana-5361	72	4	data	data	NOUN
cana-5361	72	5	-	-	PUNCT
cana-5361	72	6	driven	drive	VERB
cana-5361	72	7	workflow	workflow	NOUN
cana-5361	72	8	for	for	ADP
cana-5361	72	9	heart	heart	NOUN
cana-5361	72	10	disease	disease	NOUN
cana-5361	72	11	prediction	prediction	NOUN
cana-5361	72	12	using	use	VERB
cana-5361	72	13	artificial	artificial	ADJ
cana-5361	72	14	intelligence	intelligence	NOUN
cana-5361	72	15	communications	communication	NOUN
cana-5361	72	16	on	on	ADP
cana-5361	72	17	applied	apply	VERB
cana-5361	72	18	nonlinear	nonlinear	ADJ
cana-5361	72	19	analysis	analysis	NOUN
cana-5361	72	20	issn	issn	NOUN
cana-5361	72	21	:	:	PUNCT
cana-5361	72	22	1074	1074	NUM
cana-5361	72	23	-	-	PUNCT
cana-5361	72	24	133x	133x	NUM
cana-5361	72	25	vol	vol	VERB
cana-5361	72	26	32	32	NUM
cana-5361	72	27	no	no	NOUN
cana-5361	72	28	.	.	PUNCT
cana-5361	73	1	10s	10	NOUN
cana-5361	73	2	(	(	PUNCT
cana-5361	73	3	2025	2025	NUM
cana-5361	73	4	)	)	PUNCT
cana-5361	73	5	1953	1953	NUM
cana-5361	74	1	https://internationalpubls.com	https://internationalpubls.com	X
cana-5361	74	2	normalization	normalization	NOUN
cana-5361	74	3	:	:	PUNCT
cana-5361	74	4	data	datum	NOUN
cana-5361	74	5	normalization	normalization	NOUN
cana-5361	74	6	techniques	technique	NOUN
cana-5361	74	7	such	such	ADJ
cana-5361	74	8	as	as	ADP
cana-5361	74	9	gaussian	gaussian	ADJ
cana-5361	74	10	(	(	PUNCT
cana-5361	74	11	normal	normal	ADJ
cana-5361	74	12	)	)	PUNCT
cana-5361	74	13	distribution	distribution	NOUN
cana-5361	74	14	adjustments	adjustment	NOUN
cana-5361	74	15	help	help	VERB
cana-5361	74	16	improve	improve	VERB
cana-5361	74	17	model	model	NOUN
cana-5361	74	18	performance	performance	NOUN
cana-5361	74	19	.	.	PUNCT
cana-5361	75	1	identify	identify	VERB
cana-5361	75	2	the	the	DET
cana-5361	75	3	most	most	ADV
cana-5361	75	4	significant	significant	ADJ
cana-5361	75	5	predictors	predictor	NOUN
cana-5361	75	6	of	of	ADP
cana-5361	75	7	heart	heart	NOUN
cana-5361	75	8	disease	disease	NOUN
cana-5361	75	9	.	.	PUNCT
cana-5361	76	1	machine	machine	NOUN
cana-5361	76	2	learning	learning	NOUN
cana-5361	76	3	models	model	NOUN
cana-5361	76	4	analyze	analyze	VERB
cana-5361	76	5	the	the	DET
cana-5361	76	6	processed	process	VERB
cana-5361	76	7	dataclassification	dataclassification	NOUN
cana-5361	76	8	techniques	technique	NOUN
cana-5361	76	9	:	:	PUNCT
cana-5361	76	10	approaches	approach	NOUN
cana-5361	76	11	like	like	ADP
cana-5361	76	12	naïve	naïve	ADJ
cana-5361	76	13	bayes	baye	NOUN
cana-5361	76	14	are	be	AUX
cana-5361	76	15	used	use	VERB
cana-5361	76	16	to	to	PART
cana-5361	76	17	categorize	categorize	VERB
cana-5361	76	18	patients	patient	NOUN
cana-5361	76	19	based	base	VERB
cana-5361	76	20	on	on	ADP
cana-5361	76	21	their	their	PRON
cana-5361	76	22	risk	risk	NOUN
cana-5361	76	23	levels	level	NOUN
cana-5361	76	24	.	.	PUNCT
cana-5361	77	1	prediction	prediction	NOUN
cana-5361	77	2	output	output	NOUN
cana-5361	77	3	:	:	PUNCT
cana-5361	77	4	the	the	DET
cana-5361	77	5	final	final	ADJ
cana-5361	77	6	ai	ai	NOUN
cana-5361	77	7	-	-	PUNCT
cana-5361	77	8	based	base	VERB
cana-5361	77	9	system	system	NOUN
cana-5361	77	10	provides	provide	VERB
cana-5361	77	11	predictions	prediction	NOUN
cana-5361	77	12	regarding	regard	VERB
cana-5361	77	13	heart	heart	NOUN
cana-5361	77	14	disease	disease	NOUN
cana-5361	77	15	risks	risk	NOUN
cana-5361	77	16	.	.	PUNCT
cana-5361	78	1	ii	ii	PROPN
cana-5361	78	2	.	.	PUNCT
cana-5361	78	3	medical	medical	ADJ
cana-5361	78	4	visualization	visualization	NOUN
cana-5361	78	5	of	of	ADP
cana-5361	78	6	the	the	DET
cana-5361	78	7	human	human	ADJ
cana-5361	78	8	heart	heart	NOUN
cana-5361	78	9	in	in	ADP
cana-5361	78	10	fig	fig	NOUN
cana-5361	78	11	10	10	NUM
cana-5361	78	12	seems	seem	VERB
cana-5361	78	13	to	to	PART
cana-5361	78	14	represent	represent	VERB
cana-5361	78	15	an	an	DET
cana-5361	78	16	medical	medical	ADJ
cana-5361	78	17	visualization	visualization	NOUN
cana-5361	78	18	of	of	ADP
cana-5361	78	19	the	the	DET
cana-5361	78	20	human	human	ADJ
cana-5361	78	21	heart	heart	NOUN
cana-5361	78	22	,	,	PUNCT
cana-5361	78	23	likely	likely	ADV
cana-5361	78	24	showcasing	showcase	VERB
cana-5361	78	25	different	different	ADJ
cana-5361	78	26	imaging	imaging	NOUN
cana-5361	78	27	modalities	modality	NOUN
cana-5361	78	28	or	or	CCONJ
cana-5361	78	29	computational	computational	ADJ
cana-5361	78	30	simulations	simulation	NOUN
cana-5361	78	31	.	.	PUNCT
cana-5361	79	1	here	here	ADV
cana-5361	79	2	’s	’	VERB
cana-5361	79	3	a	a	DET
cana-5361	79	4	breakdown	breakdown	NOUN
cana-5361	79	5	of	of	ADP
cana-5361	79	6	the	the	DET
cana-5361	79	7	key	key	ADJ
cana-5361	79	8	elements	element	NOUN
cana-5361	79	9	:	:	PUNCT
cana-5361	79	10	structural	structural	ADJ
cana-5361	79	11	representation	representation	NOUN
cana-5361	79	12	(	(	PUNCT
cana-5361	79	13	top	top	ADJ
cana-5361	79	14	row	row	NOUN
cana-5361	79	15	grayscale	grayscale	NOUN
cana-5361	79	16	)	)	PUNCT
cana-5361	79	17	•	•	ADP
cana-5361	79	18	the	the	DET
cana-5361	79	19	images	image	NOUN
cana-5361	79	20	in	in	ADP
cana-5361	79	21	the	the	DET
cana-5361	79	22	top	top	NOUN
cana-5361	79	23	row	row	NOUN
cana-5361	79	24	appear	appear	VERB
cana-5361	79	25	to	to	PART
cana-5361	79	26	be	be	AUX
cana-5361	79	27	high	high	ADJ
cana-5361	79	28	-	-	PUNCT
cana-5361	79	29	contrast	contrast	NOUN
cana-5361	79	30	,	,	PUNCT
cana-5361	79	31	x	x	NOUN
cana-5361	79	32	-	-	NOUN
cana-5361	79	33	ray	ray	NOUN
cana-5361	79	34	-	-	PUNCT
cana-5361	79	35	like	like	ADJ
cana-5361	79	36	or	or	CCONJ
cana-5361	79	37	mri	mri	NOUN
cana-5361	79	38	-	-	PUNCT
cana-5361	79	39	style	style	NOUN
cana-5361	79	40	depictions	depiction	NOUN
cana-5361	79	41	of	of	ADP
cana-5361	79	42	the	the	DET
cana-5361	79	43	heart	heart	NOUN
cana-5361	79	44	.	.	PUNCT
cana-5361	80	1	•	•	NUM
cana-5361	80	2	the	the	DET
cana-5361	80	3	fine	fine	ADJ
cana-5361	80	4	lines	line	NOUN
cana-5361	80	5	and	and	CCONJ
cana-5361	80	6	mesh	mesh	NOUN
cana-5361	80	7	patterns	pattern	NOUN
cana-5361	80	8	suggest	suggest	VERB
cana-5361	80	9	that	that	SCONJ
cana-5361	80	10	these	these	DET
cana-5361	80	11	reconstructions	reconstruction	NOUN
cana-5361	80	12	,	,	PUNCT
cana-5361	80	13	possibly	possibly	ADV
cana-5361	80	14	generated	generate	VERB
cana-5361	80	15	using	use	VERB
cana-5361	80	16	deep	deep	ADJ
cana-5361	80	17	learning	learning	NOUN
cana-5361	80	18	techniques	technique	NOUN
cana-5361	80	19	in	in	ADP
cana-5361	80	20	medical	medical	ADJ
cana-5361	80	21	imaging	imaging	NOUN
cana-5361	80	22	.	.	PUNCT
cana-5361	81	1	•	•	NUM
cana-5361	81	2	the	the	DET
cana-5361	81	3	progression	progression	NOUN
cana-5361	81	4	from	from	ADP
cana-5361	81	5	left	left	ADJ
cana-5361	81	6	to	to	ADP
cana-5361	81	7	right	right	NOUN
cana-5361	81	8	could	could	AUX
cana-5361	81	9	indicate	indicate	VERB
cana-5361	81	10	different	different	ADJ
cana-5361	81	11	levels	level	NOUN
cana-5361	81	12	of	of	ADP
cana-5361	81	13	detail	detail	NOUN
cana-5361	81	14	,	,	PUNCT
cana-5361	81	15	imaging	imaging	NOUN
cana-5361	81	16	techniques	technique	NOUN
cana-5361	81	17	,	,	PUNCT
cana-5361	81	18	or	or	CCONJ
cana-5361	81	19	stages	stage	NOUN
cana-5361	81	20	.	.	PUNCT
cana-5361	82	1	2.1	2.1	NUM
cana-5361	82	2	.	.	PUNCT
cana-5361	82	3	functional	functional	ADJ
cana-5361	82	4	analysis	analysis	NOUN
cana-5361	82	5	(	(	PUNCT
cana-5361	82	6	bottom	bottom	NOUN
cana-5361	82	7	row	row	NOUN
cana-5361	82	8	colorized	colorize	VERB
cana-5361	82	9	)	)	PUNCT
cana-5361	82	10	the	the	DET
cana-5361	82	11	second	second	ADJ
cana-5361	82	12	row	row	NOUN
cana-5361	82	13	introduces	introduce	NOUN
cana-5361	82	14	red	red	ADJ
cana-5361	82	15	and	and	CCONJ
cana-5361	82	16	green	green	ADJ
cana-5361	82	17	colors	color	NOUN
cana-5361	82	18	,	,	PUNCT
cana-5361	82	19	which	which	PRON
cana-5361	82	20	may	may	AUX
cana-5361	82	21	indicate	indicate	VERB
cana-5361	82	22	,	,	PUNCT
cana-5361	82	23	blood	blood	NOUN
cana-5361	82	24	flow	flow	NOUN
cana-5361	82	25	visualization	visualization	NOUN
cana-5361	82	26	:	:	PUNCT
cana-5361	82	27	red	red	ADJ
cana-5361	82	28	for	for	ADP
cana-5361	82	29	oxygenated	oxygenated	ADJ
cana-5361	82	30	blood	blood	NOUN
cana-5361	82	31	,	,	PUNCT
cana-5361	82	32	green	green	ADJ
cana-5361	82	33	for	for	ADP
cana-5361	82	34	deoxygenated	deoxygenate	VERB
cana-5361	82	35	blood	blood	NOUN
cana-5361	82	36	.	.	PUNCT
cana-5361	83	1	tissue	tissue	NOUN
cana-5361	83	2	activity	activity	NOUN
cana-5361	83	3	levels	level	NOUN
cana-5361	83	4	:	:	PUNCT
cana-5361	83	5	red	red	ADJ
cana-5361	83	6	areas	area	NOUN
cana-5361	83	7	may	may	AUX
cana-5361	83	8	represent	represent	VERB
cana-5361	83	9	higher	high	ADJ
cana-5361	83	10	activity	activity	NOUN
cana-5361	83	11	or	or	CCONJ
cana-5361	83	12	stress	stress	NOUN
cana-5361	83	13	,	,	PUNCT
cana-5361	83	14	while	while	SCONJ
cana-5361	83	15	green	green	ADJ
cana-5361	83	16	could	could	AUX
cana-5361	83	17	indicate	indicate	VERB
cana-5361	83	18	normal	normal	ADJ
cana-5361	83	19	function	function	NOUN
cana-5361	83	20	or	or	CCONJ
cana-5361	83	21	ai	ai	AUX
cana-5361	83	22	-	-	PUNCT
cana-5361	83	23	detected	detect	VERB
cana-5361	83	24	anomalies	anomaly	NOUN
cana-5361	83	25	.	.	PUNCT
cana-5361	84	1	these	these	PRON
cana-5361	84	2	could	could	AUX
cana-5361	84	3	be	be	AUX
cana-5361	84	4	representations	representation	NOUN
cana-5361	84	5	from	from	ADP
cana-5361	84	6	cardiac	cardiac	ADJ
cana-5361	84	7	imaging	imaging	NOUN
cana-5361	84	8	software	software	NOUN
cana-5361	84	9	used	use	VERB
cana-5361	84	10	in	in	ADP
cana-5361	84	11	-	-	PUNCT
cana-5361	84	12	disease	disease	NOUN
cana-5361	84	13	detection	detection	NOUN
cana-5361	84	14	(	(	PUNCT
cana-5361	84	15	e.g.	e.g.	ADV
cana-5361	84	16	,	,	PUNCT
cana-5361	84	17	coronary	coronary	ADJ
cana-5361	84	18	artery	artery	NOUN
cana-5361	84	19	disease	disease	NOUN
cana-5361	84	20	,	,	PUNCT
cana-5361	84	21	arrhythmias	arrhythmia	NOUN
cana-5361	84	22	)	)	PUNCT
cana-5361	84	23	.	.	PUNCT
cana-5361	85	1	blood	blood	NOUN
cana-5361	85	2	flow	flow	NOUN
cana-5361	85	3	simulation	simulation	NOUN
cana-5361	85	4	(	(	PUNCT
cana-5361	85	5	e.g.	e.g.	ADV
cana-5361	85	6	,	,	PUNCT
cana-5361	85	7	assessing	assess	VERB
cana-5361	85	8	blockages	blockage	NOUN
cana-5361	85	9	or	or	CCONJ
cana-5361	85	10	valve	valve	VERB
cana-5361	85	11	function	function	NOUN
cana-5361	85	12	)	)	PUNCT
cana-5361	85	13	.	.	PUNCT
cana-5361	86	1	predictive	predictive	ADJ
cana-5361	86	2	modelling	modelling	NOUN
cana-5361	86	3	of	of	ADP
cana-5361	86	4	heart	heart	NOUN
cana-5361	86	5	conditions	condition	NOUN
cana-5361	86	6	.	.	PUNCT
cana-5361	87	1	the	the	DET
cana-5361	87	2	presence	presence	NOUN
cana-5361	87	3	of	of	ADP
cana-5361	87	4	mesh	mesh	NOUN
cana-5361	87	5	grids	grid	NOUN
cana-5361	87	6	and	and	CCONJ
cana-5361	87	7	wireframe	wireframe	NOUN
cana-5361	87	8	-	-	PUNCT
cana-5361	87	9	like	like	ADJ
cana-5361	87	10	structures	structure	NOUN
cana-5361	87	11	suggests	suggest	VERB
cana-5361	87	12	computational	computational	ADJ
cana-5361	87	13	modelling	modelling	NOUN
cana-5361	87	14	.	.	PUNCT
cana-5361	88	1	simulate	simulate	VERB
cana-5361	88	2	heart	heart	NOUN
cana-5361	88	3	function	function	NOUN
cana-5361	88	4	based	base	VERB
cana-5361	88	5	on	on	ADP
cana-5361	88	6	patient	patient	ADJ
cana-5361	88	7	data	datum	NOUN
cana-5361	88	8	.	.	PUNCT
cana-5361	89	1	assist	assist	VERB
cana-5361	89	2	in	in	ADP
cana-5361	89	3	diagnosing	diagnose	VERB
cana-5361	89	4	conditions	condition	NOUN
cana-5361	89	5	like	like	ADP
cana-5361	89	6	heart	heart	NOUN
cana-5361	89	7	failure	failure	NOUN
cana-5361	89	8	or	or	CCONJ
cana-5361	89	9	arrhythmias	arrhythmia	NOUN
cana-5361	89	10	.	.	PUNCT
cana-5361	90	1	enhance	enhance	VERB
cana-5361	90	2	image	image	NOUN
cana-5361	90	3	quality	quality	NOUN
cana-5361	90	4	and	and	CCONJ
cana-5361	90	5	interpretation	interpretation	NOUN
cana-5361	90	6	for	for	ADP
cana-5361	90	7	doctors	doctor	NOUN
cana-5361	90	8	.	.	PUNCT
cana-5361	91	1	fig	fig	NOUN
cana-5361	91	2	10	10	NUM
cana-5361	91	3	.	.	PUNCT
cana-5361	92	1	medical	medical	ADJ
cana-5361	92	2	visualization	visualization	NOUN
cana-5361	92	3	of	of	ADP
cana-5361	92	4	the	the	DET
cana-5361	92	5	human	human	ADJ
cana-5361	92	6	heart	heart	NOUN
cana-5361	92	7	communications	communication	NOUN
cana-5361	92	8	on	on	ADP
cana-5361	92	9	applied	apply	VERB
cana-5361	92	10	nonlinear	nonlinear	ADJ
cana-5361	92	11	analysis	analysis	NOUN
cana-5361	92	12	issn	issn	NOUN
cana-5361	92	13	:	:	PUNCT
cana-5361	92	14	1074	1074	NUM
cana-5361	92	15	-	-	PUNCT
cana-5361	92	16	133x	133x	NUM
cana-5361	92	17	vol	vol	VERB
cana-5361	92	18	32	32	NUM
cana-5361	92	19	no	no	NOUN
cana-5361	92	20	.	.	PUNCT
cana-5361	93	1	10s	10	NOUN
cana-5361	93	2	(	(	PUNCT
cana-5361	93	3	2025	2025	NUM
cana-5361	93	4	)	)	PUNCT
cana-5361	93	5	1954	1954	NUM
cana-5361	94	1	https://internationalpubls.com	https://internationalpubls.com	X
cana-5361	94	2	medical	medical	ADJ
cana-5361	94	3	imaging	imaging	NOUN
cana-5361	94	4	:	:	PUNCT
cana-5361	94	5	used	use	VERB
cana-5361	94	6	in	in	ADP
cana-5361	94	7	hospitals	hospital	NOUN
cana-5361	94	8	to	to	PART
cana-5361	94	9	assist	assist	VERB
cana-5361	94	10	radiologists	radiologist	NOUN
cana-5361	94	11	and	and	CCONJ
cana-5361	94	12	cardiologists	cardiologist	NOUN
cana-5361	94	13	.	.	PUNCT
cana-5361	95	1	augmented	augment	VERB
cana-5361	95	2	reality	reality	NOUN
cana-5361	95	3	(	(	PUNCT
cana-5361	95	4	ar	ar	NOUN
cana-5361	95	5	)	)	PUNCT
cana-5361	95	6	for	for	ADP
cana-5361	95	7	surgery	surgery	NOUN
cana-5361	95	8	:	:	PUNCT
cana-5361	95	9	surgeons	surgeon	NOUN
cana-5361	95	10	might	might	AUX
cana-5361	95	11	use	use	VERB
cana-5361	95	12	similar	similar	ADJ
cana-5361	95	13	models	model	NOUN
cana-5361	95	14	for	for	ADP
cana-5361	95	15	preoperative	preoperative	ADJ
cana-5361	95	16	planning	planning	NOUN
cana-5361	95	17	.	.	PUNCT
cana-5361	96	1	cardiac	cardiac	ADJ
cana-5361	96	2	research	research	PROPN
cana-5361	96	3	&	&	CCONJ
cana-5361	96	4	predictive	predictive	PROPN
cana-5361	96	5	healthcare	healthcare	PROPN
cana-5361	96	6	:	:	PUNCT
cana-5361	96	7	models	model	NOUN
cana-5361	96	8	could	could	AUX
cana-5361	96	9	predict	predict	VERB
cana-5361	96	10	heart	heart	NOUN
cana-5361	96	11	diseases	disease	NOUN
cana-5361	96	12	based	base	VERB
cana-5361	96	13	on	on	ADP
cana-5361	96	14	imaging	imaging	NOUN
cana-5361	96	15	and	and	CCONJ
cana-5361	96	16	patient	patient	ADJ
cana-5361	96	17	data	datum	NOUN
cana-5361	96	18	.	.	PUNCT
cana-5361	97	1	2.2	2.2	NUM
cana-5361	97	2	.	.	PUNCT
cana-5361	97	3	flowchart	flowchart	NOUN
cana-5361	97	4	of	of	ADP
cana-5361	97	5	heart	heart	NOUN
cana-5361	97	6	disease	disease	NOUN
cana-5361	97	7	prediction	prediction	NOUN
cana-5361	97	8	.	.	PUNCT
cana-5361	98	1	fig	fig	NOUN
cana-5361	98	2	11	11	NUM
cana-5361	98	3	.	.	PUNCT
cana-5361	99	1	flowchart	flowchart	NOUN
cana-5361	99	2	of	of	ADP
cana-5361	99	3	heart	heart	NOUN
cana-5361	99	4	disease	disease	NOUN
cana-5361	99	5	prediction	prediction	NOUN
cana-5361	99	6	.	.	PUNCT
cana-5361	100	1	iii	iii	PROPN
cana-5361	100	2	.	.	PUNCT
cana-5361	100	3	proposed	propose	VERB
cana-5361	100	4	algorithm	algorithm	NOUN
cana-5361	100	5	:	:	PUNCT
cana-5361	100	6	our	our	PRON
cana-5361	100	7	predictor	predictor	NOUN
cana-5361	100	8	(	(	PUNCT
cana-5361	100	9	y	y	PROPN
cana-5361	100	10	,	,	PUNCT
cana-5361	100	11	positive	positive	ADJ
cana-5361	100	12	or	or	CCONJ
cana-5361	100	13	negative	negative	ADJ
cana-5361	100	14	diagnosis	diagnosis	NOUN
cana-5361	100	15	of	of	ADP
cana-5361	100	16	heart	heart	NOUN
cana-5361	100	17	disease	disease	NOUN
cana-5361	100	18	)	)	PUNCT
cana-5361	100	19	is	be	AUX
cana-5361	100	20	determined	determine	VERB
cana-5361	100	21	by	by	ADP
cana-5361	100	22	13	13	NUM
cana-5361	100	23	features	feature	NOUN
cana-5361	100	24	(	(	PUNCT
cana-5361	100	25	x	x	NOUN
cana-5361	100	26	):	):	PUNCT
cana-5361	100	27	predict	predict	VERB
cana-5361	100	28	whether	whether	SCONJ
cana-5361	100	29	a	a	DET
cana-5361	100	30	patient	patient	NOUN
cana-5361	100	31	should	should	AUX
cana-5361	100	32	be	be	AUX
cana-5361	100	33	diagnosed	diagnose	VERB
cana-5361	100	34	with	with	ADP
cana-5361	100	35	heart	heart	NOUN
cana-5361	100	36	disease	disease	NOUN
cana-5361	100	37	.	.	PUNCT
cana-5361	101	1	this	this	PRON
cana-5361	101	2	is	be	AUX
cana-5361	101	3	a	a	DET
cana-5361	101	4	binary	binary	ADJ
cana-5361	101	5	outcome	outcome	NOUN
cana-5361	101	6	.	.	PUNCT
cana-5361	102	1	positive	positive	ADJ
cana-5361	102	2	(	(	PUNCT
cana-5361	102	3	+	+	NOUN
cana-5361	102	4	)	)	PUNCT
cana-5361	102	5	=	=	SYM
cana-5361	102	6	1	1	NUM
cana-5361	102	7	,	,	PUNCT
cana-5361	102	8	patient	patient	NOUN
cana-5361	102	9	diagnosed	diagnose	VERB
cana-5361	102	10	with	with	ADP
cana-5361	102	11	heart	heart	NOUN
cana-5361	102	12	disease	disease	NOUN
cana-5361	102	13	negative	negative	ADJ
cana-5361	102	14	(	(	PUNCT
cana-5361	102	15	-	-	PUNCT
cana-5361	102	16	)	)	PUNCT
cana-5361	102	17	=	=	SYM
cana-5361	102	18	0	0	NUM
cana-5361	102	19	,	,	PUNCT
cana-5361	102	20	patient	patient	NOUN
cana-5361	102	21	not	not	PART
cana-5361	102	22	diagnosed	diagnose	VERB
cana-5361	102	23	with	with	ADP
cana-5361	102	24	heart	heart	NOUN
cana-5361	102	25	disease	disease	NOUN
cana-5361	102	26	-to	-to	ADP
cana-5361	102	27	experiment	experiment	NOUN
cana-5361	102	28	with	with	ADP
cana-5361	102	29	various	various	ADJ
cana-5361	102	30	classification	classification	NOUN
cana-5361	102	31	models	model	NOUN
cana-5361	102	32	&	&	CCONJ
cana-5361	102	33	see	see	VERB
cana-5361	102	34	which	which	PRON
cana-5361	102	35	yields	yield	VERB
cana-5361	102	36	greatest	great	ADJ
cana-5361	102	37	accuracy	accuracy	NOUN
cana-5361	102	38	.	.	PUNCT
cana-5361	103	1	examine	examine	VERB
cana-5361	103	2	trends	trend	NOUN
cana-5361	103	3	&	&	CCONJ
cana-5361	103	4	correlations	correlation	NOUN
cana-5361	103	5	within	within	ADP
cana-5361	103	6	our	our	PRON
cana-5361	103	7	data	data	NOUN
cana-5361	103	8	determine	determine	NOUN
cana-5361	103	9	which	which	PRON
cana-5361	103	10	features	feature	NOUN
cana-5361	103	11	are	be	AUX
cana-5361	103	12	important	important	ADJ
cana-5361	103	13	in	in	ADP
cana-5361	103	14	determing	determe	VERB
cana-5361	103	15	positive	positive	ADJ
cana-5361	103	16	/	/	SYM
cana-5361	103	17	negative	negative	ADJ
cana-5361	103	18	heart	heart	NOUN
cana-5361	103	19	disease	disease	NOUN
cana-5361	103	20	3.1.algorithm	3.1.algorithm	NUM
cana-5361	103	21	for	for	ADP
cana-5361	103	22	heart	heart	NOUN
cana-5361	103	23	diseases	disease	NOUN
cana-5361	103	24	:	:	PUNCT
cana-5361	103	25	1	1	X
cana-5361	103	26	.	.	X
cana-5361	103	27	age	age	NOUN
cana-5361	103	28	(	(	PUNCT
cana-5361	103	29	#	#	NOUN
cana-5361	103	30	)	)	PUNCT
cana-5361	103	31	2	2	NUM
cana-5361	103	32	.	.	X
cana-5361	104	1	sex	sex	NOUN
cana-5361	104	2	:	:	PUNCT
cana-5361	104	3	1=	1=	X
cana-5361	104	4	male	male	NOUN
cana-5361	104	5	,	,	PUNCT
cana-5361	104	6	0=	0=	NUM
cana-5361	104	7	female	female	ADJ
cana-5361	104	8	(	(	PUNCT
cana-5361	104	9	binary	binary	ADJ
cana-5361	104	10	)	)	PUNCT
cana-5361	104	11	communications	communication	NOUN
cana-5361	104	12	on	on	ADP
cana-5361	104	13	applied	apply	VERB
cana-5361	104	14	nonlinear	nonlinear	ADJ
cana-5361	104	15	analysis	analysis	NOUN
cana-5361	104	16	issn	issn	NOUN
cana-5361	104	17	:	:	PUNCT
cana-5361	104	18	1074	1074	NUM
cana-5361	104	19	-	-	PUNCT
cana-5361	104	20	133x	133x	NUM
cana-5361	104	21	vol	vol	VERB
cana-5361	104	22	32	32	NUM
cana-5361	104	23	no	no	NOUN
cana-5361	104	24	.	.	PUNCT
cana-5361	105	1	10s	10	NOUN
cana-5361	105	2	(	(	PUNCT
cana-5361	105	3	2025	2025	NUM
cana-5361	105	4	)	)	PUNCT
cana-5361	105	5	1955	1955	NUM
cana-5361	105	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-5361	105	7	3	3	X
cana-5361	105	8	.	.	PUNCT
cana-5361	105	9	(	(	PUNCT
cana-5361	105	10	cp)chest	cp)chest	NOUN
cana-5361	105	11	pain	pain	NOUN
cana-5361	105	12	type	type	NOUN
cana-5361	105	13	(	(	PUNCT
cana-5361	105	14	4	4	NUM
cana-5361	105	15	values	value	NOUN
cana-5361	105	16	-ordinal):value	-ordinal):value	PUNCT
cana-5361	105	17	1	1	NUM
cana-5361	105	18	:	:	PUNCT
cana-5361	105	19	typical	typical	ADJ
cana-5361	105	20	angina	angina	NOUN
cana-5361	105	21	,	,	PUNCT
cana-5361	105	22	value	value	NOUN
cana-5361	105	23	2	2	NUM
cana-5361	105	24	:	:	PUNCT
cana-5361	105	25	atypical	atypical	ADJ
cana-5361	105	26	angina	angina	NOUN
cana-5361	105	27	,	,	PUNCT
cana-5361	105	28	value	value	VERB
cana-5361	105	29	3	3	NUM
cana-5361	105	30	:	:	PUNCT
cana-5361	105	31	non	non	ADJ
cana-5361	105	32	-	-	ADJ
cana-5361	105	33	anginal	anginal	ADJ
cana-5361	105	34	pain	pain	NOUN
cana-5361	105	35	,	,	PUNCT
cana-5361	105	36	value	value	NOUN
cana-5361	105	37	4	4	NUM
cana-5361	105	38	:	:	PUNCT
cana-5361	105	39	asymptomatic	asymptomatic	ADJ
cana-5361	105	40	(	(	PUNCT
cana-5361	105	41	4	4	NUM
cana-5361	105	42	.	.	PUNCT
cana-5361	105	43	(	(	PUNCT
cana-5361	105	44	trestbps	trestbps	NOUN
cana-5361	105	45	)	)	PUNCT
cana-5361	105	46	resting	rest	VERB
cana-5361	105	47	blood	blood	NOUN
cana-5361	105	48	pressure	pressure	NOUN
cana-5361	105	49	(	(	PUNCT
cana-5361	105	50	#	#	NOUN
cana-5361	105	51	)	)	PUNCT
cana-5361	105	52	5	5	NUM
cana-5361	105	53	.	.	PUNCT
cana-5361	105	54	(	(	PUNCT
cana-5361	105	55	chol	chol	NOUN
cana-5361	105	56	)	)	PUNCT
cana-5361	105	57	serum	serum	NOUN
cana-5361	105	58	cholestoral	cholestoral	NOUN
cana-5361	105	59	in	in	ADP
cana-5361	105	60	mg	mg	PROPN
cana-5361	105	61	/	/	SYM
cana-5361	105	62	dl	dl	PROPN
cana-5361	105	63	(	(	PUNCT
cana-5361	105	64	#	#	NOUN
cana-5361	105	65	)	)	PUNCT
cana-5361	105	66	6	6	NUM
cana-5361	105	67	.	.	PUNCT
cana-5361	106	1	(	(	PUNCT
cana-5361	106	2	fbs)fasting	fbs)faste	VERB
cana-5361	106	3	blood	blood	NOUN
cana-5361	106	4	sugar	sugar	NOUN
cana-5361	106	5	>	>	X
cana-5361	106	6	120	120	NUM
cana-5361	106	7	mg	mg	NUM
cana-5361	106	8	/	/	SYM
cana-5361	106	9	dl(binary)(1	dl(binary)(1	NOUN
cana-5361	107	1	=	=	PUNCT
cana-5361	107	2	true	true	ADJ
cana-5361	107	3	;	;	PUNCT
cana-5361	107	4	0	0	X
cana-5361	107	5	=	=	SYM
cana-5361	107	6	false	false	ADJ
cana-5361	107	7	)	)	PUNCT
cana-5361	107	8	7	7	NUM
cana-5361	107	9	.	.	PUNCT
cana-5361	107	10	(	(	PUNCT
cana-5361	107	11	restecg	restecg	PROPN
cana-5361	107	12	)	)	PUNCT
cana-5361	107	13	resting	rest	VERB
cana-5361	107	14	electrocardiographic	electrocardiographic	ADJ
cana-5361	107	15	results(values	results(value	NOUN
cana-5361	107	16	0,1,2	0,1,2	NUM
cana-5361	107	17	)	)	PUNCT
cana-5361	107	18	8	8	NUM
cana-5361	107	19	.	.	PUNCT
cana-5361	108	1	(	(	PUNCT
cana-5361	108	2	thalach	thalach	NOUN
cana-5361	108	3	)	)	PUNCT
cana-5361	108	4	maximum	maximum	ADJ
cana-5361	108	5	heart	heart	NOUN
cana-5361	108	6	rate	rate	NOUN
cana-5361	108	7	achieved	achieve	VERB
cana-5361	108	8	(	(	PUNCT
cana-5361	108	9	#	#	NOUN
cana-5361	108	10	)	)	PUNCT
cana-5361	108	11	9	9	NUM
cana-5361	108	12	.	.	PUNCT
cana-5361	109	1	(	(	PUNCT
cana-5361	109	2	exang	exang	PROPN
cana-5361	109	3	)	)	PUNCT
cana-5361	109	4	exercise	exercise	NOUN
cana-5361	109	5	induced	induce	VERB
cana-5361	109	6	angina	angina	NOUN
cana-5361	109	7	(	(	PUNCT
cana-5361	109	8	binary	binary	NOUN
cana-5361	109	9	)	)	PUNCT
cana-5361	109	10	(	(	PUNCT
cana-5361	109	11	1	1	X
cana-5361	109	12	=	=	SYM
cana-5361	109	13	yes	yes	INTJ
cana-5361	109	14	;	;	PUNCT
cana-5361	109	15	0	0	X
cana-5361	109	16	=	=	SYM
cana-5361	109	17	no	no	NOUN
cana-5361	109	18	)	)	PUNCT
cana-5361	109	19	10	10	NUM
cana-5361	109	20	.	.	PUNCT
cana-5361	110	1	(	(	PUNCT
cana-5361	110	2	oldpeak	oldpeak	NOUN
cana-5361	110	3	)	)	PUNCT
cana-5361	110	4	=	=	VERB
cana-5361	111	1	st	st	NOUN
cana-5361	111	2	depression	depression	NOUN
cana-5361	111	3	induced	induce	VERB
cana-5361	111	4	by	by	ADP
cana-5361	111	5	exercise	exercise	NOUN
cana-5361	111	6	relative	relative	ADJ
cana-5361	111	7	to	to	ADP
cana-5361	111	8	rest	rest	VERB
cana-5361	111	9	(	(	PUNCT
cana-5361	111	10	#	#	NOUN
cana-5361	111	11	)	)	PUNCT
cana-5361	111	12	11	11	NUM
cana-5361	111	13	.	.	PUNCT
cana-5361	112	1	(	(	PUNCT
cana-5361	112	2	slope	slope	NOUN
cana-5361	112	3	)	)	PUNCT
cana-5361	112	4	of	of	ADP
cana-5361	112	5	the	the	DET
cana-5361	112	6	peak	peak	NOUN
cana-5361	112	7	exercise	exercise	NOUN
cana-5361	112	8	st	st	PROPN
cana-5361	112	9	segment	segment	PROPN
cana-5361	112	10	(	(	PUNCT
cana-5361	112	11	ordinal	ordinal	ADJ
cana-5361	112	12	)	)	PUNCT
cana-5361	112	13	(	(	PUNCT
cana-5361	112	14	value	value	NOUN
cana-5361	112	15	1	1	NUM
cana-5361	112	16	:	:	PUNCT
cana-5361	112	17	upsloping	upsloping	NOUN
cana-5361	112	18	,	,	PUNCT
cana-5361	112	19	value	value	NOUN
cana-5361	112	20	2	2	NUM
cana-5361	112	21	:	:	PUNCT
cana-5361	112	22	flat	flat	ADJ
cana-5361	112	23	,	,	PUNCT
cana-5361	112	24	value	value	NOUN
cana-5361	112	25	3	3	NUM
cana-5361	112	26	:	:	PUNCT
cana-5361	112	27	downsloping	downslope	VERB
cana-5361	112	28	)	)	PUNCT
cana-5361	112	29	12	12	NUM
cana-5361	112	30	.	.	PUNCT
cana-5361	113	1	(	(	PUNCT
cana-5361	113	2	ca	ca	NOUN
cana-5361	113	3	)	)	PUNCT
cana-5361	113	4	number	number	NOUN
cana-5361	113	5	of	of	ADP
cana-5361	113	6	major	major	ADJ
cana-5361	113	7	vessels	vessel	NOUN
cana-5361	113	8	(	(	PUNCT
cana-5361	113	9	0	0	NUM
cana-5361	113	10	-	-	SYM
cana-5361	113	11	3	3	NUM
cana-5361	113	12	,	,	PUNCT
cana-5361	113	13	ordinal	ordinal	ADJ
cana-5361	113	14	)	)	PUNCT
cana-5361	113	15	colored	color	VERB
cana-5361	113	16	by	by	ADP
cana-5361	113	17	fluoroscopy	fluoroscopy	NOUN
cana-5361	113	18	13	13	NUM
cana-5361	113	19	.	.	PUNCT
cana-5361	114	1	(	(	PUNCT
cana-5361	114	2	thal	thal	NOUN
cana-5361	114	3	)	)	PUNCT
cana-5361	114	4	maximum	maximum	ADJ
cana-5361	114	5	heart	heart	NOUN
cana-5361	114	6	rate	rate	NOUN
cana-5361	114	7	achieved	achieve	VERB
cana-5361	114	8	(	(	PUNCT
cana-5361	114	9	ordinal	ordinal	ADJ
cana-5361	114	10	):	):	PUNCT
cana-5361	114	11	3	3	NUM
cana-5361	114	12	=	=	SYM
cana-5361	114	13	normal	normal	ADJ
cana-5361	114	14	;	;	PUNCT
cana-5361	114	15	6	6	NUM
cana-5361	114	16	=	=	NOUN
cana-5361	114	17	fixed	fix	VERB
cana-5361	114	18	defect	defect	NOUN
cana-5361	114	19	;	;	PUNCT
cana-5361	114	20	7	7	NUM
cana-5361	114	21	=	=	SYM
cana-5361	114	22	reversable	reversable	ADJ
cana-5361	114	23	defect	defect	NOUN
cana-5361	114	24	iv	iv	NOUN
cana-5361	114	25	.	.	PUNCT
cana-5361	114	26	simulation	simulation	NOUN
cana-5361	114	27	results	result	VERB
cana-5361	114	28	:	:	PUNCT
cana-5361	114	29	4.1	4.1	NUM
cana-5361	114	30	.	.	PUNCT
cana-5361	115	1	dataset	dataset	NOUN
cana-5361	115	2	commonly	commonly	ADV
cana-5361	115	3	used	use	VERB
cana-5361	115	4	for	for	ADP
cana-5361	115	5	heart	heart	NOUN
cana-5361	115	6	disease	disease	NOUN
cana-5361	115	7	prediction	prediction	NOUN
cana-5361	115	8	table-1	table-1	NUM
cana-5361	115	9	dataset	dataset	NOUN
cana-5361	115	10	commonly	commonly	ADV
cana-5361	115	11	used	use	VERB
cana-5361	115	12	for	for	ADP
cana-5361	115	13	heart	heart	NOUN
cana-5361	115	14	disease	disease	NOUN
cana-5361	115	15	prediction	prediction	NOUN
cana-5361	115	16	inde	inde	PROPN
cana-5361	115	17	x	x	SYM
cana-5361	115	18	ag	ag	PROPN
cana-5361	115	19	e	e	PROPN
cana-5361	115	20	sex	sex	NOUN
cana-5361	115	21	c	c	PROPN
cana-5361	115	22	p	p	PROPN
cana-5361	115	23	tres	tres	X
cana-5361	115	24	tbps	tbps	PROPN
cana-5361	115	25	chol	chol	PROPN
cana-5361	115	26	fbs	fbs	PROPN
cana-5361	115	27	reste	reste	PROPN
cana-5361	115	28	cg	cg	PROPN
cana-5361	115	29	thala	thala	PROPN
cana-5361	115	30	ch	ch	PROPN
cana-5361	115	31	exa	exa	PROPN
cana-5361	115	32	ng	ng	PROPN
cana-5361	115	33	oldpe	oldpe	PROPN
cana-5361	116	1	ak	ak	PROPN
cana-5361	116	2	slo	slo	PROPN
cana-5361	116	3	pe	pe	PROPN
cana-5361	116	4	ca	can	AUX
cana-5361	116	5	th	th	AUX
cana-5361	116	6	al	al	PROPN
cana-5361	116	7	tar	tar	PROPN
cana-5361	116	8	get	get	VERB
cana-5361	116	9	0	0	NUM
cana-5361	116	10	63	63	NUM
cana-5361	116	11	1	1	NUM
cana-5361	116	12	3	3	NUM
cana-5361	116	13	145	145	NUM
cana-5361	116	14	233	233	NUM
cana-5361	116	15	1	1	NUM
cana-5361	116	16	0	0	NUM
cana-5361	116	17	150	150	NUM
cana-5361	116	18	0	0	NUM
cana-5361	116	19	2.3	2.3	NUM
cana-5361	116	20	0	0	NUM
cana-5361	116	21	0	0	NUM
cana-5361	116	22	1	1	NUM
cana-5361	116	23	1	1	NUM
cana-5361	116	24	1	1	NUM
cana-5361	116	25	37	37	NUM
cana-5361	116	26	1	1	NUM
cana-5361	116	27	2	2	NUM
cana-5361	116	28	130	130	NUM
cana-5361	116	29	250	250	NUM
cana-5361	116	30	0	0	NUM
cana-5361	116	31	1	1	NUM
cana-5361	116	32	187	187	NUM
cana-5361	116	33	0	0	NUM
cana-5361	116	34	3.5	3.5	NUM
cana-5361	116	35	0	0	NUM
cana-5361	116	36	0	0	NUM
cana-5361	116	37	2	2	NUM
cana-5361	116	38	1	1	NUM
cana-5361	116	39	2	2	NUM
cana-5361	116	40	41	41	NUM
cana-5361	116	41	0	0	NUM
cana-5361	116	42	1	1	NUM
cana-5361	116	43	130	130	NUM
cana-5361	116	44	204	204	NUM
cana-5361	116	45	0	0	NUM
cana-5361	116	46	0	0	NUM
cana-5361	116	47	172	172	NUM
cana-5361	116	48	0	0	NUM
cana-5361	116	49	1.4	1.4	NUM
cana-5361	116	50	2	2	NUM
cana-5361	116	51	0	0	NUM
cana-5361	116	52	2	2	NUM
cana-5361	116	53	1	1	NUM
cana-5361	116	54	3	3	NUM
cana-5361	116	55	56	56	NUM
cana-5361	116	56	1	1	NUM
cana-5361	116	57	1	1	NUM
cana-5361	116	58	120	120	NUM
cana-5361	116	59	236	236	NUM
cana-5361	116	60	0	0	NUM
cana-5361	116	61	1	1	NUM
cana-5361	116	62	178	178	NUM
cana-5361	116	63	0	0	NUM
cana-5361	117	1	0.8	0.8	NUM
cana-5361	117	2	2	2	NUM
cana-5361	117	3	0	0	NUM
cana-5361	117	4	2	2	NUM
cana-5361	117	5	1	1	NUM
cana-5361	117	6	4	4	NUM
cana-5361	117	7	57	57	NUM
cana-5361	117	8	0	0	NUM
cana-5361	117	9	0	0	NUM
cana-5361	117	10	120	120	NUM
cana-5361	117	11	354	354	NUM
cana-5361	117	12	0	0	NUM
cana-5361	117	13	1	1	NUM
cana-5361	117	14	163	163	NUM
cana-5361	117	15	1	1	NUM
cana-5361	117	16	0.6	0.6	NUM
cana-5361	117	17	2	2	NUM
cana-5361	117	18	0	0	NUM
cana-5361	117	19	2	2	NUM
cana-5361	117	20	1	1	NUM
cana-5361	117	21	5	5	NUM
cana-5361	117	22	57	57	NUM
cana-5361	117	23	1	1	NUM
cana-5361	117	24	0	0	NUM
cana-5361	117	25	140	140	NUM
cana-5361	117	26	192	192	NUM
cana-5361	117	27	0	0	NUM
cana-5361	117	28	1	1	NUM
cana-5361	117	29	148	148	NUM
cana-5361	117	30	0	0	NUM
cana-5361	117	31	0.4	0.4	NUM
cana-5361	117	32	1	1	NUM
cana-5361	117	33	0	0	NUM
cana-5361	117	34	1	1	NUM
cana-5361	117	35	1	1	NUM
cana-5361	117	36	6	6	NUM
cana-5361	117	37	56	56	NUM
cana-5361	117	38	0	0	NUM
cana-5361	117	39	1	1	NUM
cana-5361	117	40	140	140	NUM
cana-5361	117	41	294	294	NUM
cana-5361	117	42	0	0	NUM
cana-5361	117	43	0	0	NUM
cana-5361	117	44	153	153	NUM
cana-5361	117	45	0	0	NUM
cana-5361	117	46	1.3	1.3	NUM
cana-5361	117	47	1	1	NUM
cana-5361	117	48	0	0	NUM
cana-5361	117	49	2	2	NUM
cana-5361	117	50	1	1	NUM
cana-5361	117	51	7	7	NUM
cana-5361	117	52	44	44	NUM
cana-5361	117	53	1	1	NUM
cana-5361	117	54	1	1	NUM
cana-5361	117	55	120	120	NUM
cana-5361	117	56	263	263	NUM
cana-5361	117	57	0	0	NUM
cana-5361	117	58	1	1	NUM
cana-5361	117	59	173	173	NUM
cana-5361	117	60	0	0	NUM
cana-5361	117	61	0.0	0.0	NUM
cana-5361	117	62	2	2	NUM
cana-5361	117	63	0	0	NUM
cana-5361	117	64	3	3	NUM
cana-5361	117	65	1	1	NUM
cana-5361	117	66	8	8	NUM
cana-5361	117	67	52	52	NUM
cana-5361	117	68	1	1	NUM
cana-5361	117	69	2	2	NUM
cana-5361	117	70	172	172	NUM
cana-5361	117	71	199	199	NUM
cana-5361	117	72	1	1	NUM
cana-5361	117	73	1	1	NUM
cana-5361	117	74	162	162	NUM
cana-5361	117	75	0	0	NUM
cana-5361	117	76	0.5	0.5	NUM
cana-5361	117	77	2	2	NUM
cana-5361	117	78	0	0	NUM
cana-5361	117	79	3	3	NUM
cana-5361	117	80	1	1	NUM
cana-5361	117	81	communications	communication	NOUN
cana-5361	117	82	on	on	ADP
cana-5361	117	83	applied	apply	VERB
cana-5361	117	84	nonlinear	nonlinear	ADJ
cana-5361	117	85	analysis	analysis	NOUN
cana-5361	117	86	issn	issn	NOUN
cana-5361	117	87	:	:	PUNCT
cana-5361	117	88	1074	1074	NUM
cana-5361	117	89	-	-	PUNCT
cana-5361	117	90	133x	133x	NUM
cana-5361	117	91	vol	vol	VERB
cana-5361	117	92	32	32	NUM
cana-5361	117	93	no	no	NOUN
cana-5361	117	94	.	.	PUNCT
cana-5361	118	1	10s	10	NOUN
cana-5361	118	2	(	(	PUNCT
cana-5361	118	3	2025	2025	NUM
cana-5361	118	4	)	)	PUNCT
cana-5361	118	5	1956	1956	NUM
cana-5361	119	1	https://internationalpubls.com	https://internationalpubls.com	X
cana-5361	119	2	inde	inde	PROPN
cana-5361	119	3	x	x	SYM
cana-5361	119	4	ag	ag	PROPN
cana-5361	119	5	e	e	PROPN
cana-5361	119	6	sex	sex	NOUN
cana-5361	119	7	c	c	PROPN
cana-5361	119	8	p	p	PROPN
cana-5361	119	9	tres	tres	X
cana-5361	119	10	tbps	tbps	PROPN
cana-5361	119	11	chol	chol	PROPN
cana-5361	119	12	fbs	fbs	PROPN
cana-5361	119	13	reste	reste	PROPN
cana-5361	119	14	cg	cg	PROPN
cana-5361	119	15	thala	thala	PROPN
cana-5361	119	16	ch	ch	PROPN
cana-5361	119	17	exa	exa	PROPN
cana-5361	119	18	ng	ng	PROPN
cana-5361	119	19	oldpe	oldpe	PROPN
cana-5361	119	20	ak	ak	PROPN
cana-5361	119	21	slo	slo	PROPN
cana-5361	119	22	pe	pe	PROPN
cana-5361	119	23	ca	can	AUX
cana-5361	119	24	th	th	X
cana-5361	119	25	al	al	PROPN
cana-5361	119	26	tar	tar	PROPN
cana-5361	119	27	get	get	VERB
cana-5361	119	28	9	9	NUM
cana-5361	119	29	57	57	NUM
cana-5361	119	30	1	1	NUM
cana-5361	119	31	2	2	NUM
cana-5361	119	32	150	150	NUM
cana-5361	119	33	168	168	NUM
cana-5361	119	34	0	0	NUM
cana-5361	119	35	1	1	NUM
cana-5361	119	36	174	174	NUM
cana-5361	119	37	0	0	NUM
cana-5361	119	38	1.6	1.6	NUM
cana-5361	119	39	2	2	NUM
cana-5361	119	40	0	0	NUM
cana-5361	119	41	2	2	NUM
cana-5361	119	42	1	1	NUM
cana-5361	119	43	10	10	NUM
cana-5361	119	44	54	54	NUM
cana-5361	119	45	1	1	NUM
cana-5361	119	46	0	0	NUM
cana-5361	119	47	140	140	NUM
cana-5361	119	48	239	239	NUM
cana-5361	119	49	0	0	NUM
cana-5361	119	50	1	1	NUM
cana-5361	119	51	160	160	NUM
cana-5361	119	52	0	0	NUM
cana-5361	119	53	1.2	1.2	NUM
cana-5361	119	54	2	2	NUM
cana-5361	119	55	0	0	NUM
cana-5361	119	56	2	2	NUM
cana-5361	119	57	1	1	NUM
cana-5361	119	58	11	11	NUM
cana-5361	119	59	48	48	NUM
cana-5361	119	60	0	0	NUM
cana-5361	119	61	2	2	NUM
cana-5361	119	62	130	130	NUM
cana-5361	119	63	275	275	NUM
cana-5361	119	64	0	0	NUM
cana-5361	119	65	1	1	NUM
cana-5361	119	66	139	139	NUM
cana-5361	119	67	0	0	NUM
cana-5361	119	68	0.2	0.2	NUM
cana-5361	119	69	2	2	NUM
cana-5361	119	70	0	0	NUM
cana-5361	119	71	2	2	NUM
cana-5361	119	72	1	1	NUM
cana-5361	119	73	12	12	NUM
cana-5361	119	74	49	49	NUM
cana-5361	119	75	1	1	NUM
cana-5361	119	76	1	1	NUM
cana-5361	119	77	130	130	NUM
cana-5361	119	78	266	266	NUM
cana-5361	119	79	0	0	NUM
cana-5361	119	80	1	1	NUM
cana-5361	119	81	171	171	NUM
cana-5361	119	82	0	0	NUM
cana-5361	119	83	0.6	0.6	NUM
cana-5361	119	84	2	2	NUM
cana-5361	119	85	0	0	NUM
cana-5361	119	86	2	2	NUM
cana-5361	119	87	1	1	NUM
cana-5361	119	88	13	13	NUM
cana-5361	119	89	64	64	NUM
cana-5361	119	90	1	1	NUM
cana-5361	119	91	3	3	NUM
cana-5361	119	92	110	110	NUM
cana-5361	119	93	211	211	NUM
cana-5361	119	94	0	0	NUM
cana-5361	119	95	0	0	NUM
cana-5361	120	1	144	144	NUM
cana-5361	120	2	1	1	NUM
cana-5361	120	3	1.8	1.8	NUM
cana-5361	120	4	1	1	NUM
cana-5361	120	5	0	0	NUM
cana-5361	120	6	2	2	NUM
cana-5361	120	7	1	1	NUM
cana-5361	120	8	14	14	NUM
cana-5361	120	9	58	58	NUM
cana-5361	120	10	0	0	NUM
cana-5361	120	11	3	3	NUM
cana-5361	120	12	150	150	NUM
cana-5361	120	13	283	283	NUM
cana-5361	120	14	1	1	NUM
cana-5361	120	15	0	0	NUM
cana-5361	120	16	162	162	NUM
cana-5361	120	17	0	0	NUM
cana-5361	120	18	1.0	1.0	NUM
cana-5361	120	19	2	2	NUM
cana-5361	120	20	0	0	NUM
cana-5361	120	21	2	2	NUM
cana-5361	120	22	1	1	NUM
cana-5361	120	23	this	this	DET
cana-5361	120	24	table	table	NOUN
cana-5361	120	25	1	1	NUM
cana-5361	120	26	represents	represent	VERB
cana-5361	120	27	a	a	DET
cana-5361	120	28	dataset	dataset	NOUN
cana-5361	120	29	commonly	commonly	ADV
cana-5361	120	30	used	use	VERB
cana-5361	120	31	for	for	ADP
cana-5361	120	32	heart	heart	NOUN
cana-5361	120	33	disease	disease	NOUN
cana-5361	120	34	prediction	prediction	NOUN
cana-5361	120	35	.	.	PUNCT
cana-5361	121	1	each	each	DET
cana-5361	121	2	row	row	NOUN
cana-5361	121	3	corresponds	correspond	VERB
cana-5361	121	4	to	to	ADP
cana-5361	121	5	a	a	DET
cana-5361	121	6	patient	patient	NOUN
cana-5361	121	7	,	,	PUNCT
cana-5361	121	8	and	and	CCONJ
cana-5361	121	9	each	each	DET
cana-5361	121	10	column	column	NOUN
cana-5361	121	11	represents	represent	VERB
cana-5361	121	12	a	a	DET
cana-5361	121	13	specific	specific	ADJ
cana-5361	121	14	medical	medical	ADJ
cana-5361	121	15	attribute	attribute	NOUN
cana-5361	121	16	or	or	CCONJ
cana-5361	121	17	characteristic	characteristic	NOUN
cana-5361	121	18	.	.	PUNCT
cana-5361	122	1	here	here	ADV
cana-5361	122	2	’s	’	VERB
cana-5361	122	3	what	what	PRON
cana-5361	122	4	each	each	DET
cana-5361	122	5	column	column	NOUN
cana-5361	122	6	means	mean	VERB
cana-5361	122	7	:	:	PUNCT
cana-5361	122	8	column	column	NOUN
cana-5361	122	9	descriptions	description	NOUN
cana-5361	122	10	:	:	PUNCT
cana-5361	122	11	1	1	X
cana-5361	122	12	.	.	X
cana-5361	122	13	index	index	NOUN
cana-5361	122	14	–	–	PUNCT
cana-5361	122	15	the	the	DET
cana-5361	122	16	row	row	NOUN
cana-5361	122	17	index	index	NOUN
cana-5361	122	18	(	(	PUNCT
cana-5361	122	19	not	not	PART
cana-5361	122	20	a	a	DET
cana-5361	122	21	feature	feature	NOUN
cana-5361	122	22	,	,	PUNCT
cana-5361	122	23	just	just	ADV
cana-5361	122	24	an	an	DET
cana-5361	122	25	identifier	identifier	NOUN
cana-5361	122	26	)	)	PUNCT
cana-5361	122	27	.	.	PUNCT
cana-5361	123	1	2	2	X
cana-5361	123	2	.	.	X
cana-5361	123	3	age	age	NOUN
cana-5361	123	4	–	–	PUNCT
cana-5361	123	5	age	age	NOUN
cana-5361	123	6	of	of	ADP
cana-5361	123	7	the	the	DET
cana-5361	123	8	patient	patient	NOUN
cana-5361	123	9	(	(	PUNCT
cana-5361	123	10	in	in	ADP
cana-5361	123	11	years	year	NOUN
cana-5361	123	12	)	)	PUNCT
cana-5361	123	13	.	.	PUNCT
cana-5361	124	1	3	3	X
cana-5361	124	2	.	.	X
cana-5361	124	3	sex	sex	NOUN
cana-5361	124	4	–	–	PUNCT
cana-5361	124	5	gender	gender	NOUN
cana-5361	124	6	of	of	ADP
cana-5361	124	7	the	the	DET
cana-5361	124	8	patient	patient	NOUN
cana-5361	124	9	(	(	PUNCT
cana-5361	124	10	1	1	NUM
cana-5361	124	11	=	=	SYM
cana-5361	124	12	male	male	NOUN
cana-5361	124	13	,	,	PUNCT
cana-5361	124	14	0	0	NUM
cana-5361	124	15	=	=	SYM
cana-5361	124	16	female	female	NOUN
cana-5361	124	17	)	)	PUNCT
cana-5361	124	18	.	.	PUNCT
cana-5361	125	1	4	4	X
cana-5361	125	2	.	.	X
cana-5361	125	3	cp	cp	INTJ
cana-5361	125	4	(	(	PUNCT
cana-5361	125	5	chest	chest	NOUN
cana-5361	125	6	pain	pain	NOUN
cana-5361	125	7	type	type	NOUN
cana-5361	125	8	)	)	PUNCT
cana-5361	125	9	–	–	PUNCT
cana-5361	125	10	type	type	NOUN
cana-5361	125	11	of	of	ADP
cana-5361	125	12	chest	chest	NOUN
cana-5361	125	13	pain	pain	NOUN
cana-5361	125	14	experienced	experienced	ADJ
cana-5361	125	15	:	:	PUNCT
cana-5361	125	16	➢	➢	X
cana-5361	125	17	0	0	NUM
cana-5361	125	18	:	:	PUNCT
cana-5361	125	19	typical	typical	ADJ
cana-5361	125	20	angina	angina	NOUN
cana-5361	125	21	➢	➢	VERB
cana-5361	125	22	1	1	NUM
cana-5361	125	23	:	:	PUNCT
cana-5361	125	24	atypical	atypical	ADJ
cana-5361	125	25	angina	angina	NOUN
cana-5361	125	26	➢	➢	VERB
cana-5361	125	27	2	2	NUM
cana-5361	125	28	:	:	PUNCT
cana-5361	125	29	non	non	ADJ
cana-5361	125	30	-	-	ADJ
cana-5361	125	31	anginal	anginal	ADJ
cana-5361	125	32	pain	pain	NOUN
cana-5361	125	33	➢	➢	NOUN
cana-5361	125	34	3	3	NUM
cana-5361	125	35	:	:	PUNCT
cana-5361	125	36	asymptomatic	asymptomatic	ADJ
cana-5361	125	37	5	5	NUM
cana-5361	125	38	.	.	PUNCT
cana-5361	125	39	trestbps	trestbps	NOUN
cana-5361	125	40	(	(	PUNCT
cana-5361	125	41	resting	rest	VERB
cana-5361	125	42	blood	blood	NOUN
cana-5361	125	43	pressure	pressure	NOUN
cana-5361	125	44	)	)	PUNCT
cana-5361	125	45	–	–	PUNCT
cana-5361	125	46	blood	blood	NOUN
cana-5361	125	47	pressure	pressure	NOUN
cana-5361	125	48	(	(	PUNCT
cana-5361	125	49	in	in	ADP
cana-5361	125	50	mm	mm	PROPN
cana-5361	125	51	hg	hg	NOUN
cana-5361	125	52	)	)	PUNCT
cana-5361	125	53	at	at	ADP
cana-5361	125	54	rest	rest	NOUN
cana-5361	125	55	.	.	PUNCT
cana-5361	126	1	6	6	X
cana-5361	126	2	.	.	X
cana-5361	126	3	chol	chol	NOUN
cana-5361	126	4	(	(	PUNCT
cana-5361	126	5	serum	serum	NOUN
cana-5361	126	6	cholesterol	cholesterol	NOUN
cana-5361	126	7	)	)	PUNCT
cana-5361	126	8	–	–	PUNCT
cana-5361	126	9	cholesterol	cholesterol	NOUN
cana-5361	126	10	level	level	NOUN
cana-5361	126	11	(	(	PUNCT
cana-5361	126	12	in	in	ADP
cana-5361	126	13	mg	mg	PROPN
cana-5361	126	14	/	/	SYM
cana-5361	126	15	dl	dl	PROPN
cana-5361	126	16	)	)	PUNCT
cana-5361	126	17	.	.	PUNCT
cana-5361	127	1	7	7	X
cana-5361	127	2	.	.	X
cana-5361	127	3	fbs	fbs	PROPN
cana-5361	127	4	(	(	PUNCT
cana-5361	127	5	fasting	fast	VERB
cana-5361	127	6	blood	blood	NOUN
cana-5361	127	7	sugar	sugar	NOUN
cana-5361	127	8	>	>	X
cana-5361	127	9	120	120	NUM
cana-5361	127	10	mg	mg	PROPN
cana-5361	127	11	/	/	SYM
cana-5361	127	12	dl	dl	PROPN
cana-5361	127	13	)	)	PUNCT
cana-5361	127	14	–	–	PUNCT
cana-5361	127	15	whether	whether	SCONJ
cana-5361	127	16	fasting	fast	VERB
cana-5361	127	17	blood	blood	NOUN
cana-5361	127	18	sugar	sugar	NOUN
cana-5361	127	19	is	be	AUX
cana-5361	127	20	high	high	ADJ
cana-5361	127	21	:	:	PUNCT
cana-5361	127	22	➢	➢	X
cana-5361	127	23	1	1	NUM
cana-5361	127	24	=	=	NOUN
cana-5361	127	25	yes	yes	INTJ
cana-5361	127	26	➢	➢	NOUN
cana-5361	127	27	0	0	NUM
cana-5361	128	1	=	=	PUNCT
cana-5361	129	1	no	no	DET
cana-5361	129	2	8	8	NUM
cana-5361	129	3	.	.	PUNCT
cana-5361	130	1	restecg	restecg	NOUN
cana-5361	130	2	(	(	PUNCT
cana-5361	130	3	resting	rest	VERB
cana-5361	130	4	electrocardiographic	electrocardiographic	ADJ
cana-5361	130	5	results	result	NOUN
cana-5361	130	6	)	)	PUNCT
cana-5361	130	7	–	–	PUNCT
cana-5361	130	8	results	result	NOUN
cana-5361	130	9	of	of	ADP
cana-5361	130	10	ecg	ecg	PROPN
cana-5361	130	11	test	test	NOUN
cana-5361	130	12	:	:	PUNCT
cana-5361	130	13	➢	➢	X
cana-5361	130	14	0	0	NUM
cana-5361	130	15	:	:	PUNCT
cana-5361	130	16	normal	normal	ADJ
cana-5361	130	17	➢	➢	NOUN
cana-5361	130	18	1	1	NUM
cana-5361	130	19	:	:	PUNCT
cana-5361	130	20	st	st	PROPN
cana-5361	130	21	-	-	PUNCT
cana-5361	130	22	t	t	PROPN
cana-5361	130	23	wave	wave	NOUN
cana-5361	130	24	abnormality	abnormality	NOUN
cana-5361	130	25	➢	➢	NOUN
cana-5361	130	26	2	2	NUM
cana-5361	130	27	:	:	PUNCT
cana-5361	130	28	left	leave	VERB
cana-5361	130	29	ventricular	ventricular	ADJ
cana-5361	130	30	hypertrophy	hypertrophy	NOUN
cana-5361	130	31	communications	communication	NOUN
cana-5361	130	32	on	on	ADP
cana-5361	130	33	applied	apply	VERB
cana-5361	130	34	nonlinear	nonlinear	ADJ
cana-5361	130	35	analysis	analysis	NOUN
cana-5361	130	36	issn	issn	NOUN
cana-5361	130	37	:	:	PUNCT
cana-5361	130	38	1074	1074	NUM
cana-5361	130	39	-	-	PUNCT
cana-5361	130	40	133x	133x	NUM
cana-5361	130	41	vol	vol	VERB
cana-5361	130	42	32	32	NUM
cana-5361	130	43	no	no	NOUN
cana-5361	130	44	.	.	PUNCT
cana-5361	131	1	10s	10	NOUN
cana-5361	131	2	(	(	PUNCT
cana-5361	131	3	2025	2025	NUM
cana-5361	131	4	)	)	PUNCT
cana-5361	131	5	1957	1957	NUM
cana-5361	131	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-5361	131	7	9	9	X
cana-5361	131	8	.	.	PUNCT
cana-5361	132	1	thalach	thalach	NOUN
cana-5361	132	2	(	(	PUNCT
cana-5361	132	3	maximum	maximum	ADJ
cana-5361	132	4	heart	heart	NOUN
cana-5361	132	5	rate	rate	NOUN
cana-5361	132	6	achieved	achieve	VERB
cana-5361	132	7	)	)	PUNCT
cana-5361	132	8	–	–	PUNCT
cana-5361	132	9	the	the	DET
cana-5361	132	10	highest	high	ADJ
cana-5361	132	11	heart	heart	NOUN
cana-5361	132	12	rate	rate	NOUN
cana-5361	132	13	recorded	record	VERB
cana-5361	132	14	during	during	ADP
cana-5361	132	15	the	the	DET
cana-5361	132	16	test	test	NOUN
cana-5361	132	17	.	.	PUNCT
cana-5361	133	1	10	10	NUM
cana-5361	133	2	.	.	X
cana-5361	133	3	exang	exang	PROPN
cana-5361	133	4	(	(	PUNCT
cana-5361	133	5	exercise	exercise	NOUN
cana-5361	133	6	-	-	PUNCT
cana-5361	133	7	induced	induce	VERB
cana-5361	133	8	angina	angina	NOUN
cana-5361	133	9	)	)	PUNCT
cana-5361	133	10	–	–	PUNCT
cana-5361	133	11	chest	chest	NOUN
cana-5361	133	12	pain	pain	NOUN
cana-5361	133	13	caused	cause	VERB
cana-5361	133	14	by	by	ADP
cana-5361	133	15	exercise	exercise	NOUN
cana-5361	133	16	:	:	PUNCT
cana-5361	133	17	➢	➢	NOUN
cana-5361	133	18	1	1	NUM
cana-5361	133	19	=	=	NOUN
cana-5361	133	20	yes	yes	INTJ
cana-5361	133	21	➢	➢	NOUN
cana-5361	133	22	0	0	NUM
cana-5361	134	1	=	=	PUNCT
cana-5361	135	1	no	no	DET
cana-5361	135	2	11	11	NUM
cana-5361	135	3	.	.	PUNCT
cana-5361	136	1	oldpeak	oldpeak	PROPN
cana-5361	136	2	(	(	PUNCT
cana-5361	136	3	st	st	PROPN
cana-5361	136	4	depression	depression	NOUN
cana-5361	136	5	induced	induce	VERB
cana-5361	136	6	by	by	ADP
cana-5361	136	7	exercise	exercise	NOUN
cana-5361	136	8	)	)	PUNCT
cana-5361	136	9	–	–	PUNCT
cana-5361	136	10	deviation	deviation	NOUN
cana-5361	136	11	in	in	ADP
cana-5361	136	12	st	st	PROPN
cana-5361	136	13	segment	segment	NOUN
cana-5361	136	14	measured	measure	VERB
cana-5361	136	15	in	in	ADP
cana-5361	136	16	ecg	ecg	PROPN
cana-5361	136	17	(	(	PUNCT
cana-5361	136	18	higher	high	ADJ
cana-5361	136	19	values	value	NOUN
cana-5361	136	20	suggest	suggest	VERB
cana-5361	136	21	ischemia	ischemia	NOUN
cana-5361	136	22	)	)	PUNCT
cana-5361	136	23	.	.	PUNCT
cana-5361	137	1	12	12	NUM
cana-5361	137	2	.	.	PUNCT
cana-5361	137	3	slope	slope	NOUN
cana-5361	137	4	(	(	PUNCT
cana-5361	137	5	slope	slope	NOUN
cana-5361	137	6	of	of	ADP
cana-5361	137	7	the	the	DET
cana-5361	137	8	peak	peak	NOUN
cana-5361	137	9	exercise	exercise	NOUN
cana-5361	137	10	st	st	PROPN
cana-5361	137	11	segment	segment	PROPN
cana-5361	137	12	)	)	PUNCT
cana-5361	137	13	–	–	PUNCT
cana-5361	137	14	➢	➢	NOUN
cana-5361	137	15	0	0	NUM
cana-5361	137	16	:	:	PUNCT
cana-5361	137	17	upsloping	upslope	VERB
cana-5361	137	18	➢	➢	NOUN
cana-5361	137	19	1	1	NUM
cana-5361	137	20	:	:	PUNCT
cana-5361	137	21	flat	flat	ADJ
cana-5361	137	22	➢	➢	NOUN
cana-5361	137	23	2	2	NUM
cana-5361	137	24	:	:	PUNCT
cana-5361	137	25	downsloping	downslope	VERB
cana-5361	137	26	13	13	NUM
cana-5361	137	27	.	.	PUNCT
cana-5361	138	1	ca	can	AUX
cana-5361	138	2	(	(	PUNCT
cana-5361	138	3	number	number	NOUN
cana-5361	138	4	of	of	ADP
cana-5361	138	5	major	major	ADJ
cana-5361	138	6	vessels	vessel	NOUN
cana-5361	138	7	colored	color	VERB
cana-5361	138	8	by	by	ADP
cana-5361	138	9	fluoroscopy	fluoroscopy	NOUN
cana-5361	138	10	)	)	PUNCT
cana-5361	138	11	–	–	PUNCT
cana-5361	138	12	number	number	NOUN
cana-5361	138	13	of	of	ADP
cana-5361	138	14	vessels	vessel	NOUN
cana-5361	138	15	(	(	PUNCT
cana-5361	138	16	0–3	0–3	NOUN
cana-5361	138	17	)	)	PUNCT
cana-5361	138	18	.	.	PUNCT
cana-5361	139	1	higher	high	ADJ
cana-5361	139	2	values	value	NOUN
cana-5361	139	3	indicate	indicate	VERB
cana-5361	139	4	more	more	ADV
cana-5361	139	5	severe	severe	ADJ
cana-5361	139	6	narrowing	narrowing	NOUN
cana-5361	139	7	.	.	PUNCT
cana-5361	140	1	14	14	NUM
cana-5361	140	2	.	.	PUNCT
cana-5361	140	3	thal	thal	PROPN
cana-5361	140	4	(	(	PUNCT
cana-5361	140	5	thalassemia	thalassemia	NOUN
cana-5361	140	6	type	type	NOUN
cana-5361	140	7	)	)	PUNCT
cana-5361	140	8	–	–	PUNCT
cana-5361	140	9	➢	➢	NOUN
cana-5361	140	10	1	1	NUM
cana-5361	140	11	:	:	PUNCT
cana-5361	140	12	normal	normal	ADJ
cana-5361	140	13	➢	➢	NOUN
cana-5361	140	14	2	2	NUM
cana-5361	140	15	:	:	PUNCT
cana-5361	140	16	fixed	fix	VERB
cana-5361	140	17	defect	defect	NOUN
cana-5361	140	18	(	(	PUNCT
cana-5361	140	19	blood	blood	NOUN
cana-5361	140	20	flow	flow	NOUN
cana-5361	140	21	issue	issue	NOUN
cana-5361	140	22	)	)	PUNCT
cana-5361	140	23	➢	➢	NOUN
cana-5361	141	1	3	3	NUM
cana-5361	141	2	:	:	PUNCT
cana-5361	141	3	reversible	reversible	ADJ
cana-5361	141	4	defect	defect	NOUN
cana-5361	141	5	(	(	PUNCT
cana-5361	141	6	temporary	temporary	ADJ
cana-5361	141	7	blood	blood	NOUN
cana-5361	141	8	flow	flow	NOUN
cana-5361	141	9	issue	issue	NOUN
cana-5361	141	10	)	)	PUNCT
cana-5361	141	11	15	15	NUM
cana-5361	141	12	.	.	PUNCT
cana-5361	142	1	target	target	NOUN
cana-5361	142	2	(	(	PUNCT
cana-5361	142	3	heart	heart	NOUN
cana-5361	142	4	disease	disease	NOUN
cana-5361	142	5	presence	presence	NOUN
cana-5361	142	6	)	)	PUNCT
cana-5361	142	7	–	–	PUNCT
cana-5361	142	8	➢	➢	X
cana-5361	142	9	1	1	NUM
cana-5361	142	10	:	:	PUNCT
cana-5361	142	11	heart	heart	NOUN
cana-5361	142	12	disease	disease	NOUN
cana-5361	142	13	present	present	ADJ
cana-5361	142	14	➢	➢	NOUN
cana-5361	142	15	0	0	NUM
cana-5361	142	16	:	:	PUNCT
cana-5361	142	17	no	no	DET
cana-5361	142	18	heart	heart	NOUN
cana-5361	142	19	disease	disease	NOUN
cana-5361	142	20	possible	possible	ADJ
cana-5361	142	21	uses	use	NOUN
cana-5361	142	22	of	of	ADP
cana-5361	142	23	the	the	DET
cana-5361	142	24	dataset	dataset	NOUN
cana-5361	142	25	:	:	PUNCT
cana-5361	142	26	•	•	ADP
cana-5361	142	27	predicting	predict	VERB
cana-5361	142	28	heart	heart	NOUN
cana-5361	142	29	disease	disease	NOUN
cana-5361	142	30	using	use	VERB
cana-5361	142	31	machine	machine	NOUN
cana-5361	142	32	learning	learning	NOUN
cana-5361	142	33	models	model	NOUN
cana-5361	142	34	.	.	PUNCT
cana-5361	143	1	•	•	NOUN
cana-5361	143	2	identifying	identify	VERB
cana-5361	143	3	risk	risk	NOUN
cana-5361	143	4	factors	factor	NOUN
cana-5361	143	5	that	that	PRON
cana-5361	143	6	contribute	contribute	VERB
cana-5361	143	7	most	most	ADV
cana-5361	143	8	to	to	ADP
cana-5361	143	9	heart	heart	NOUN
cana-5361	143	10	disease	disease	NOUN
cana-5361	143	11	.	.	PUNCT
cana-5361	144	1	•	•	NUM
cana-5361	144	2	visualizing	visualize	VERB
cana-5361	144	3	trends	trend	NOUN
cana-5361	144	4	(	(	PUNCT
cana-5361	144	5	e.g.	e.g.	ADV
cana-5361	144	6	,	,	PUNCT
cana-5361	144	7	cholesterol	cholesterol	NOUN
cana-5361	144	8	levels	level	NOUN
cana-5361	144	9	vs.	vs.	ADP
cana-5361	144	10	heart	heart	NOUN
cana-5361	144	11	disease	disease	NOUN
cana-5361	144	12	presence	presence	NOUN
cana-5361	144	13	)	)	PUNCT
cana-5361	144	14	.	.	PUNCT
cana-5361	145	1	(	(	PUNCT
cana-5361	145	2	rows	row	NOUN
cana-5361	145	3	,	,	PUNCT
cana-5361	145	4	columns	column	NOUN
cana-5361	145	5	):	):	PUNCT
cana-5361	145	6	(	(	PUNCT
cana-5361	145	7	303	303	NUM
cana-5361	145	8	,	,	PUNCT
cana-5361	145	9	14	14	NUM
cana-5361	145	10	)	)	PUNCT
cana-5361	145	11	index(['age	index(['age	NOUN
cana-5361	145	12	'	'	PUNCT
cana-5361	145	13	,	,	PUNCT
cana-5361	145	14	'	'	PUNCT
cana-5361	145	15	sex	sex	NOUN
cana-5361	145	16	'	'	PUNCT
cana-5361	145	17	,	,	PUNCT
cana-5361	145	18	'	'	PUNCT
cana-5361	145	19	cp	cp	X
cana-5361	145	20	'	'	PUNCT
cana-5361	145	21	,	,	PUNCT
cana-5361	145	22	'	'	PUNCT
cana-5361	145	23	trestbps	trestbps	NOUN
cana-5361	145	24	'	'	PUNCT
cana-5361	145	25	,	,	PUNCT
cana-5361	145	26	'	'	PUNCT
cana-5361	145	27	chol	chol	NOUN
cana-5361	145	28	'	'	PUNCT
cana-5361	145	29	,	,	PUNCT
cana-5361	145	30	'	'	PUNCT
cana-5361	145	31	fbs	fbs	PROPN
cana-5361	145	32	'	'	PUNCT
cana-5361	145	33	,	,	PUNCT
cana-5361	145	34	'	'	PUNCT
cana-5361	145	35	restecg	restecg	VERB
cana-5361	145	36	'	'	PUNCT
cana-5361	145	37	,	,	PUNCT
cana-5361	145	38	'	'	PUNCT
cana-5361	145	39	thalach	thalach	NOUN
cana-5361	145	40	'	'	PUNCT
cana-5361	145	41	,	,	PUNCT
cana-5361	145	42	'	'	PUNCT
cana-5361	145	43	exang	exang	VERB
cana-5361	145	44	'	'	PUNCT
cana-5361	145	45	,	,	PUNCT
cana-5361	145	46	'	'	PUNCT
cana-5361	145	47	oldpeak	oldpeak	VERB
cana-5361	145	48	'	'	PUNCT
cana-5361	145	49	,	,	PUNCT
cana-5361	145	50	'	'	PUNCT
cana-5361	145	51	slope	slope	NOUN
cana-5361	145	52	'	'	PUNCT
cana-5361	145	53	,	,	PUNCT
cana-5361	145	54	'	'	PUNCT
cana-5361	145	55	ca	can	AUX
cana-5361	145	56	'	'	PUNCT
cana-5361	145	57	,	,	PUNCT
cana-5361	145	58	'	'	PUNCT
cana-5361	145	59	thal	thal	NOUN
cana-5361	145	60	'	'	PART
cana-5361	145	61	,	,	PUNCT
cana-5361	145	62	'	'	PUNCT
cana-5361	145	63	target	target	VERB
cana-5361	145	64	'	'	PUNCT
cana-5361	145	65	]	]	PUNCT
cana-5361	145	66	,	,	PUNCT
cana-5361	145	67	•	•	ADP
cana-5361	145	68	dtype='object	dtype='object	NOUN
cana-5361	145	69	'	'	PUNCT
cana-5361	145	70	)	)	PUNCT
cana-5361	145	71	communications	communication	NOUN
cana-5361	145	72	on	on	ADP
cana-5361	145	73	applied	apply	VERB
cana-5361	145	74	nonlinear	nonlinear	ADJ
cana-5361	145	75	analysis	analysis	NOUN
cana-5361	145	76	issn	issn	NOUN
cana-5361	145	77	:	:	PUNCT
cana-5361	145	78	1074	1074	NUM
cana-5361	145	79	-	-	PUNCT
cana-5361	145	80	133x	133x	NUM
cana-5361	145	81	vol	vol	VERB
cana-5361	145	82	32	32	NUM
cana-5361	145	83	no	no	NOUN
cana-5361	145	84	.	.	PUNCT
cana-5361	146	1	10s	10	NOUN
cana-5361	146	2	(	(	PUNCT
cana-5361	146	3	2025	2025	NUM
cana-5361	146	4	)	)	PUNCT
cana-5361	146	5	1958	1958	NUM
cana-5361	146	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-5361	146	7	4.2	4.2	NUM
cana-5361	146	8	.	.	PUNCT
cana-5361	147	1	statistics	statistic	NOUN
cana-5361	147	2	for	for	ADP
cana-5361	147	3	a	a	DET
cana-5361	147	4	dataset	dataset	ADJ
cana-5361	147	5	heart	heart	NOUN
cana-5361	147	6	disease	disease	NOUN
cana-5361	147	7	prediction	prediction	NOUN
cana-5361	147	8	table-2	table-2	NUM
cana-5361	147	9	summary	summary	NOUN
cana-5361	147	10	statistics	statistic	NOUN
cana-5361	147	11	for	for	ADP
cana-5361	147	12	a	a	DET
cana-5361	147	13	dataset	dataset	ADJ
cana-5361	147	14	heart	heart	NOUN
cana-5361	147	15	disease	disease	NOUN
cana-5361	147	16	prediction	prediction	NOUN
cana-5361	147	17	in	in	ADP
cana-5361	147	18	de	de	X
cana-5361	147	19	x	x	DET
cana-5361	147	20	a	a	DET
cana-5361	147	21	ge	ge	PROPN
cana-5361	147	22	sex	sex	PROPN
cana-5361	147	23	cp	cp	PROPN
cana-5361	147	24	tres	tres	X
cana-5361	147	25	tbp	tbp	PROPN
cana-5361	147	26	s	s	PROPN
cana-5361	147	27	chol	chol	PROPN
cana-5361	147	28	fbs	fbs	PROPN
cana-5361	147	29	reste	reste	PROPN
cana-5361	147	30	cg	cg	PROPN
cana-5361	147	31	thala	thala	PROPN
cana-5361	147	32	ch	ch	PROPN
cana-5361	147	33	exan	exan	PROPN
cana-5361	147	34	g	g	PROPN
cana-5361	147	35	oldp	oldp	PROPN
cana-5361	147	36	eak	eak	PROPN
cana-5361	147	37	slope	slope	NOUN
cana-5361	147	38	ca	can	AUX
cana-5361	147	39	tha	tha	NOUN
cana-5361	147	40	l	l	NOUN
cana-5361	147	41	tar	tar	NOUN
cana-5361	147	42	get	get	VERB
cana-5361	147	43	co	co	NOUN
cana-5361	147	44	u	u	NOUN
cana-5361	147	45	nt	not	PART
cana-5361	147	46	3	3	NUM
cana-5361	147	47	0	0	NUM
cana-5361	147	48	3	3	NUM
cana-5361	147	49	.	.	NOUN
cana-5361	147	50	0	0	NUM
cana-5361	148	1	303	303	NUM
cana-5361	148	2	.0	.0	NUM
cana-5361	148	3	303	303	NUM
cana-5361	148	4	.	.	PUNCT
cana-5361	148	5	0	0	NUM
cana-5361	149	1	303	303	NUM
cana-5361	149	2	.0	.0	NUM
cana-5361	149	3	303	303	NUM
cana-5361	149	4	.	.	PUNCT
cana-5361	149	5	0	0	NUM
cana-5361	150	1	303	303	NUM
cana-5361	150	2	.	.	NUM
cana-5361	150	3	0	0	NUM
cana-5361	151	1	303	303	NUM
cana-5361	151	2	.	.	NUM
cana-5361	151	3	0	0	NUM
cana-5361	152	1	303	303	NUM
cana-5361	152	2	.	.	NUM
cana-5361	152	3	0	0	NUM
cana-5361	153	1	303	303	NUM
cana-5361	153	2	.	.	NUM
cana-5361	153	3	0	0	NUM
cana-5361	154	1	303	303	NUM
cana-5361	154	2	.	.	NUM
cana-5361	154	3	0	0	NUM
cana-5361	155	1	303	303	NUM
cana-5361	155	2	.	.	NUM
cana-5361	155	3	0	0	NUM
cana-5361	156	1	303	303	NUM
cana-5361	156	2	.	.	NUM
cana-5361	156	3	0	0	NUM
cana-5361	157	1	303	303	NUM
cana-5361	157	2	.0	.0	NUM
cana-5361	157	3	303	303	NUM
cana-5361	157	4	.0	.0	NUM
cana-5361	157	5	m	m	VERB
cana-5361	157	6	ea	ea	NOUN
cana-5361	157	7	n	n	CCONJ
cana-5361	157	8	5	5	NUM
cana-5361	157	9	4	4	NUM
cana-5361	157	10	.	.	NOUN
cana-5361	157	11	3	3	NUM
cana-5361	157	12	6	6	NUM
cana-5361	157	13	6	6	NUM
cana-5361	157	14	3	3	NUM
cana-5361	157	15	3	3	NUM
cana-5361	157	16	6	6	NUM
cana-5361	157	17	6	6	NUM
cana-5361	157	18	3	3	NUM
cana-5361	157	19	3	3	NUM
cana-5361	157	20	6	6	NUM
cana-5361	157	21	6	6	NUM
cana-5361	157	22	3	3	NUM
cana-5361	157	23	3	3	NUM
cana-5361	157	24	6	6	NUM
cana-5361	157	25	6	6	NUM
cana-5361	157	26	0.6	0.6	NUM
cana-5361	157	27	831	831	NUM
cana-5361	157	28	683	683	NUM
cana-5361	157	29	168	168	NUM
cana-5361	157	30	316	316	NUM
cana-5361	157	31	832	832	NUM
cana-5361	157	32	0.96	0.96	NUM
cana-5361	157	33	6996	6996	NUM
cana-5361	157	34	6996	6996	NUM
cana-5361	157	35	6996	6996	NUM
cana-5361	157	36	7	7	NUM
cana-5361	157	37	131	131	NUM
cana-5361	157	38	.62	.62	NUM
cana-5361	157	39	376	376	NUM
cana-5361	157	40	237	237	NUM
cana-5361	157	41	623	623	NUM
cana-5361	157	42	764	764	NUM
cana-5361	157	43	246	246	NUM
cana-5361	157	44	.	.	PUNCT
cana-5361	158	1	2640	2640	NUM
cana-5361	158	2	2640	2640	NUM
cana-5361	158	3	2640	2640	NUM
cana-5361	158	4	27	27	NUM
cana-5361	158	5	0.14	0.14	NUM
cana-5361	158	6	8514	8514	NUM
cana-5361	158	7	8514	8514	NUM
cana-5361	158	8	8514	8514	NUM
cana-5361	158	9	85	85	NUM
cana-5361	158	10	0.52	0.52	NUM
cana-5361	158	11	8052	8052	NUM
cana-5361	158	12	8052	8052	NUM
cana-5361	158	13	8052	8052	NUM
cana-5361	158	14	8	8	NUM
cana-5361	158	15	149	149	NUM
cana-5361	158	16	.	.	PUNCT
cana-5361	159	1	6468	6468	NUM
cana-5361	159	2	6468	6468	NUM
cana-5361	159	3	6468	6468	NUM
cana-5361	159	4	66	66	NUM
cana-5361	159	5	0.32	0.32	NUM
cana-5361	159	6	6732	6732	NUM
cana-5361	159	7	6732	6732	NUM
cana-5361	159	8	6732	6732	NUM
cana-5361	159	9	675	675	NUM
cana-5361	159	10	1.03	1.03	NUM
cana-5361	159	11	9603	9603	NUM
cana-5361	159	12	9603	9603	NUM
cana-5361	159	13	9603	9603	NUM
cana-5361	159	14	96	96	NUM
cana-5361	159	15	1.39	1.39	NUM
cana-5361	159	16	9339	9339	NUM
cana-5361	159	17	9339	9339	NUM
cana-5361	159	18	9339	9339	NUM
cana-5361	159	19	94	94	NUM
cana-5361	159	20	0.72	0.72	NUM
cana-5361	159	21	9372	9372	NUM
cana-5361	159	22	9372	9372	NUM
cana-5361	159	23	9372	9372	NUM
cana-5361	159	24	93	93	NUM
cana-5361	159	25	2.3	2.3	NUM
cana-5361	159	26	135	135	NUM
cana-5361	159	27	313	313	NUM
cana-5361	159	28	531	531	NUM
cana-5361	159	29	353	353	NUM
cana-5361	159	30	137	137	NUM
cana-5361	159	31	0.5	0.5	NUM
cana-5361	159	32	445	445	NUM
cana-5361	159	33	544	544	NUM
cana-5361	159	34	554	554	NUM
cana-5361	159	35	455	455	NUM
cana-5361	159	36	446	446	NUM
cana-5361	159	37	st	st	PROPN
cana-5361	159	38	d	d	PROPN
cana-5361	159	39	9	9	NUM
cana-5361	159	40	.	.	NOUN
cana-5361	159	41	0	0	NUM
cana-5361	160	1	8	8	NUM
cana-5361	160	2	2	2	NUM
cana-5361	160	3	1	1	NUM
cana-5361	160	4	0	0	NUM
cana-5361	160	5	0	0	NUM
cana-5361	160	6	9	9	NUM
cana-5361	160	7	8	8	NUM
cana-5361	160	8	9	9	NUM
cana-5361	160	9	8	8	NUM
cana-5361	160	10	3	3	NUM
cana-5361	160	11	7	7	NUM
cana-5361	160	12	0.4	0.4	NUM
cana-5361	160	13	660	660	NUM
cana-5361	160	14	108	108	NUM
cana-5361	160	15	233	233	NUM
cana-5361	160	16	396	396	NUM
cana-5361	160	17	251	251	NUM
cana-5361	160	18	1.03	1.03	NUM
cana-5361	160	19	2052	2052	NUM
cana-5361	160	20	4894	4894	NUM
cana-5361	160	21	8329	8329	NUM
cana-5361	160	22	92	92	NUM
cana-5361	160	23	17	17	NUM
cana-5361	160	24	.	.	PUNCT
cana-5361	161	1	538	538	NUM
cana-5361	161	2	142	142	NUM
cana-5361	161	3	813	813	NUM
cana-5361	161	4	517	517	NUM
cana-5361	161	5	09	09	NUM
cana-5361	161	6	51.8	51.8	NUM
cana-5361	161	7	3075	3075	NUM
cana-5361	161	8	0987	0987	NUM
cana-5361	161	9	9300	9300	NUM
cana-5361	161	10	45	45	NUM
cana-5361	161	11	0.35	0.35	NUM
cana-5361	161	12	6197	6197	NUM
cana-5361	161	13	8749	8749	NUM
cana-5361	161	14	2797	2797	NUM
cana-5361	161	15	594	594	NUM
cana-5361	161	16	0.52	0.52	NUM
cana-5361	161	17	5859	5859	NUM
cana-5361	161	18	5963	5963	NUM
cana-5361	161	19	5929	5929	NUM
cana-5361	161	20	8	8	NUM
cana-5361	161	21	22.9	22.9	NUM
cana-5361	161	22	0516	0516	NUM
cana-5361	161	23	1114	1114	NUM
cana-5361	161	24	9140	9140	NUM
cana-5361	161	25	87	87	NUM
cana-5361	161	26	0.46	0.46	NUM
cana-5361	161	27	9794	9794	NUM
cana-5361	161	28	4645	4645	NUM
cana-5361	161	29	2231	2231	NUM
cana-5361	161	30	716	716	NUM
cana-5361	161	31	1.16	1.16	NUM
cana-5361	161	32	1075	1075	NUM
cana-5361	161	33	0220	0220	NUM
cana-5361	161	34	6863	6863	NUM
cana-5361	161	35	43	43	NUM
cana-5361	161	36	0.61	0.61	NUM
cana-5361	161	37	6226	6226	NUM
cana-5361	161	38	1453	1453	NUM
cana-5361	161	39	4596	4596	NUM
cana-5361	161	40	31	31	NUM
cana-5361	161	41	1.02	1.02	NUM
cana-5361	161	42	2606	2606	NUM
cana-5361	161	43	3649	3649	NUM
cana-5361	161	44	6932	6932	NUM
cana-5361	161	45	76	76	NUM
cana-5361	161	46	0.6	0.6	NUM
cana-5361	161	47	122	122	NUM
cana-5361	161	48	765	765	NUM
cana-5361	161	49	072	072	NUM
cana-5361	161	50	781	781	NUM
cana-5361	161	51	412	412	NUM
cana-5361	161	52	0.4	0.4	NUM
cana-5361	161	53	988	988	NUM
cana-5361	161	54	347	347	NUM
cana-5361	161	55	841	841	NUM
cana-5361	161	56	643	643	NUM
cana-5361	161	57	926	926	NUM
cana-5361	161	58	communications	communication	NOUN
cana-5361	161	59	on	on	ADP
cana-5361	161	60	applied	apply	VERB
cana-5361	161	61	nonlinear	nonlinear	ADJ
cana-5361	161	62	analysis	analysis	NOUN
cana-5361	161	63	issn	issn	NOUN
cana-5361	161	64	:	:	PUNCT
cana-5361	161	65	1074	1074	NUM
cana-5361	161	66	-	-	PUNCT
cana-5361	161	67	133x	133x	NUM
cana-5361	161	68	vol	vol	VERB
cana-5361	161	69	32	32	NUM
cana-5361	161	70	no	no	NOUN
cana-5361	161	71	.	.	PUNCT
cana-5361	162	1	10s	10	NOUN
cana-5361	162	2	(	(	PUNCT
cana-5361	162	3	2025	2025	NUM
cana-5361	162	4	)	)	PUNCT
cana-5361	162	5	1959	1959	NUM
cana-5361	162	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-5361	162	7	in	in	ADP
cana-5361	162	8	de	de	X
cana-5361	162	9	x	x	DET
cana-5361	162	10	a	a	DET
cana-5361	162	11	ge	ge	PROPN
cana-5361	162	12	sex	sex	PROPN
cana-5361	162	13	cp	cp	PROPN
cana-5361	162	14	tres	tres	X
cana-5361	162	15	tbp	tbp	PROPN
cana-5361	162	16	s	s	PROPN
cana-5361	162	17	chol	chol	PROPN
cana-5361	162	18	fbs	fbs	PROPN
cana-5361	162	19	reste	reste	PROPN
cana-5361	162	20	cg	cg	PROPN
cana-5361	162	21	thala	thala	PROPN
cana-5361	162	22	ch	ch	PROPN
cana-5361	162	23	exan	exan	PROPN
cana-5361	162	24	g	g	PROPN
cana-5361	162	25	oldp	oldp	PROPN
cana-5361	162	26	eak	eak	PROPN
cana-5361	162	27	slope	slope	NOUN
cana-5361	163	1	ca	can	AUX
cana-5361	163	2	tha	tha	NOUN
cana-5361	163	3	l	l	NOUN
cana-5361	163	4	tar	tar	NOUN
cana-5361	163	5	get	get	VERB
cana-5361	163	6	8	8	NUM
cana-5361	163	7	5	5	NUM
cana-5361	163	8	8	8	NUM
cana-5361	163	9	m	m	NOUN
cana-5361	163	10	in	in	ADP
cana-5361	163	11	2	2	NUM
cana-5361	163	12	9	9	NUM
cana-5361	163	13	.	.	NOUN
cana-5361	163	14	0	0	NUM
cana-5361	164	1	0.0	0.0	NUM
cana-5361	164	2	0.0	0.0	NUM
cana-5361	164	3	94	94	NUM
cana-5361	164	4	.	.	PUNCT
cana-5361	164	5	0	0	NUM
cana-5361	165	1	126	126	NUM
cana-5361	165	2	.	.	PUNCT
cana-5361	165	3	0	0	NUM
cana-5361	166	1	0.0	0.0	NUM
cana-5361	166	2	0.0	0.0	NUM
cana-5361	166	3	71.0	71.0	NUM
cana-5361	166	4	0.0	0.0	NUM
cana-5361	166	5	0.0	0.0	NUM
cana-5361	166	6	0.0	0.0	NUM
cana-5361	166	7	0.0	0.0	NUM
cana-5361	166	8	0.0	0.0	NUM
cana-5361	166	9	0.0	0.0	NUM
cana-5361	166	10	25	25	NUM
cana-5361	166	11	%	%	NOUN
cana-5361	166	12	4	4	NUM
cana-5361	166	13	7	7	NUM
cana-5361	166	14	.	.	ADP
cana-5361	166	15	5	5	NUM
cana-5361	166	16	0.0	0.0	NUM
cana-5361	166	17	0.0	0.0	NUM
cana-5361	166	18	120	120	NUM
cana-5361	166	19	.0	.0	NUM
cana-5361	166	20	211	211	NUM
cana-5361	166	21	.	.	PUNCT
cana-5361	166	22	0	0	NUM
cana-5361	166	23	0.0	0.0	NUM
cana-5361	166	24	0.0	0.0	NUM
cana-5361	166	25	133	133	NUM
cana-5361	166	26	.	.	PUNCT
cana-5361	166	27	5	5	NUM
cana-5361	166	28	0.0	0.0	NUM
cana-5361	166	29	0.0	0.0	NUM
cana-5361	166	30	1.0	1.0	NUM
cana-5361	166	31	0.0	0.0	NUM
cana-5361	166	32	2.0	2.0	NUM
cana-5361	166	33	0.0	0.0	NUM
cana-5361	166	34	50	50	NUM
cana-5361	166	35	%	%	NOUN
cana-5361	166	36	5	5	NUM
cana-5361	166	37	5	5	NUM
cana-5361	166	38	.	.	NOUN
cana-5361	166	39	0	0	NUM
cana-5361	166	40	1.0	1.0	NUM
cana-5361	166	41	1.0	1.0	NUM
cana-5361	166	42	130	130	NUM
cana-5361	166	43	.0	.0	NUM
cana-5361	166	44	240	240	NUM
cana-5361	166	45	.	.	NOUN
cana-5361	166	46	0	0	NUM
cana-5361	166	47	0.0	0.0	NUM
cana-5361	166	48	1.0	1.0	NUM
cana-5361	166	49	153	153	NUM
cana-5361	166	50	.	.	PUNCT
cana-5361	166	51	0	0	NUM
cana-5361	166	52	0.0	0.0	NUM
cana-5361	166	53	0.8	0.8	NUM
cana-5361	166	54	1.0	1.0	NUM
cana-5361	166	55	0.0	0.0	NUM
cana-5361	166	56	2.0	2.0	NUM
cana-5361	166	57	1.0	1.0	NUM
cana-5361	166	58	75	75	NUM
cana-5361	166	59	%	%	NOUN
cana-5361	166	60	6	6	NUM
cana-5361	166	61	1	1	NUM
cana-5361	166	62	.	.	NOUN
cana-5361	166	63	0	0	NUM
cana-5361	167	1	1.0	1.0	NUM
cana-5361	167	2	2.0	2.0	NUM
cana-5361	167	3	140	140	NUM
cana-5361	167	4	.0	.0	NUM
cana-5361	167	5	274	274	NUM
cana-5361	167	6	.	.	NOUN
cana-5361	167	7	5	5	NUM
cana-5361	167	8	0.0	0.0	NUM
cana-5361	167	9	1.0	1.0	NUM
cana-5361	167	10	166	166	NUM
cana-5361	167	11	.	.	PUNCT
cana-5361	167	12	0	0	NUM
cana-5361	167	13	1.0	1.0	NUM
cana-5361	167	14	1.6	1.6	NUM
cana-5361	167	15	2.0	2.0	NUM
cana-5361	167	16	1.0	1.0	NUM
cana-5361	167	17	3.0	3.0	NUM
cana-5361	167	18	1.0	1.0	NUM
cana-5361	167	19	m	m	NOUN
cana-5361	167	20	ax	ax	NOUN
cana-5361	167	21	7	7	NUM
cana-5361	167	22	7	7	NUM
cana-5361	167	23	.	.	NOUN
cana-5361	167	24	0	0	NUM
cana-5361	167	25	1.0	1.0	NUM
cana-5361	167	26	3.0	3.0	NUM
cana-5361	167	27	200	200	NUM
cana-5361	167	28	.0	.0	NUM
cana-5361	167	29	564	564	NUM
cana-5361	167	30	.	.	PUNCT
cana-5361	167	31	0	0	NUM
cana-5361	168	1	1.0	1.0	NUM
cana-5361	168	2	2.0	2.0	NUM
cana-5361	168	3	202	202	NUM
cana-5361	168	4	.	.	PUNCT
cana-5361	168	5	0	0	NUM
cana-5361	169	1	1.0	1.0	NUM
cana-5361	169	2	6.2	6.2	NUM
cana-5361	169	3	2.0	2.0	NUM
cana-5361	169	4	4.0	4.0	NUM
cana-5361	169	5	3.0	3.0	NUM
cana-5361	169	6	1.0	1.0	NUM
cana-5361	169	7	table-2	table-2	NUM
cana-5361	169	8	summary	summary	NOUN
cana-5361	169	9	statistics	statistic	NOUN
cana-5361	169	10	for	for	ADP
cana-5361	169	11	a	a	DET
cana-5361	169	12	dataset	dataset	ADJ
cana-5361	169	13	heart	heart	NOUN
cana-5361	169	14	disease	disease	NOUN
cana-5361	169	15	prediction	prediction	NOUN
cana-5361	169	16	this	this	DET
cana-5361	169	17	table	table	NOUN
cana-5361	169	18	provides	provide	VERB
cana-5361	169	19	summary	summary	NOUN
cana-5361	169	20	statistics	statistic	NOUN
cana-5361	169	21	for	for	ADP
cana-5361	169	22	a	a	DET
cana-5361	169	23	dataset	dataset	NOUN
cana-5361	169	24	,	,	PUNCT
cana-5361	169	25	likely	likely	ADV
cana-5361	169	26	related	relate	VERB
cana-5361	169	27	to	to	ADP
cana-5361	169	28	heart	heart	NOUN
cana-5361	169	29	disease	disease	NOUN
cana-5361	169	30	prediction	prediction	NOUN
cana-5361	169	31	.	.	PUNCT
cana-5361	170	1	here	here	ADV
cana-5361	170	2	's	be	AUX
cana-5361	170	3	a	a	DET
cana-5361	170	4	breakdown	breakdown	NOUN
cana-5361	170	5	of	of	ADP
cana-5361	170	6	each	each	DET
cana-5361	170	7	part	part	NOUN
cana-5361	170	8	:	:	PUNCT
cana-5361	170	9	columns	column	NOUN
cana-5361	170	10	(	(	PUNCT
cana-5361	170	11	features	feature	NOUN
cana-5361	170	12	)	)	PUNCT
cana-5361	170	13	explained	explain	VERB
cana-5361	170	14	:	:	PUNCT
cana-5361	170	15	1	1	X
cana-5361	170	16	.	.	X
cana-5361	170	17	index	index	NOUN
cana-5361	170	18	–	–	PUNCT
cana-5361	170	19	just	just	ADV
cana-5361	170	20	an	an	DET
cana-5361	170	21	index	index	NOUN
cana-5361	170	22	for	for	ADP
cana-5361	170	23	records	record	NOUN
cana-5361	170	24	(	(	PUNCT
cana-5361	170	25	not	not	PART
cana-5361	170	26	relevant	relevant	ADJ
cana-5361	170	27	for	for	ADP
cana-5361	170	28	analysis	analysis	NOUN
cana-5361	170	29	)	)	PUNCT
cana-5361	170	30	.	.	PUNCT
cana-5361	171	1	2	2	X
cana-5361	171	2	.	.	X
cana-5361	171	3	age	age	NOUN
cana-5361	171	4	–	–	PUNCT
cana-5361	171	5	age	age	NOUN
cana-5361	171	6	of	of	ADP
cana-5361	171	7	the	the	DET
cana-5361	171	8	patient	patient	NOUN
cana-5361	171	9	.	.	PUNCT
cana-5361	172	1	3	3	X
cana-5361	172	2	.	.	X
cana-5361	172	3	sex	sex	NOUN
cana-5361	172	4	–	–	PUNCT
cana-5361	172	5	gender	gender	NOUN
cana-5361	172	6	(	(	PUNCT
cana-5361	172	7	0	0	NUM
cana-5361	172	8	=	=	SYM
cana-5361	172	9	female	female	NOUN
cana-5361	172	10	,	,	PUNCT
cana-5361	172	11	1	1	NUM
cana-5361	172	12	=	=	SYM
cana-5361	172	13	male	male	NOUN
cana-5361	172	14	)	)	PUNCT
cana-5361	172	15	.	.	PUNCT
cana-5361	173	1	4	4	X
cana-5361	173	2	.	.	X
cana-5361	173	3	cp	cp	INTJ
cana-5361	173	4	(	(	PUNCT
cana-5361	173	5	chest	chest	NOUN
cana-5361	173	6	pain	pain	NOUN
cana-5361	173	7	type	type	NOUN
cana-5361	173	8	)	)	PUNCT
cana-5361	173	9	➢	➢	NOUN
cana-5361	173	10	0	0	NUM
cana-5361	173	11	:	:	PUNCT
cana-5361	173	12	typical	typical	ADJ
cana-5361	173	13	angina	angina	NOUN
cana-5361	173	14	➢	➢	VERB
cana-5361	173	15	1	1	NUM
cana-5361	173	16	:	:	PUNCT
cana-5361	173	17	atypical	atypical	ADJ
cana-5361	173	18	angina	angina	NOUN
cana-5361	173	19	➢	➢	VERB
cana-5361	173	20	2	2	NUM
cana-5361	173	21	:	:	PUNCT
cana-5361	173	22	non	non	ADJ
cana-5361	173	23	-	-	ADJ
cana-5361	173	24	anginal	anginal	ADJ
cana-5361	173	25	pain	pain	NOUN
cana-5361	173	26	communications	communication	NOUN
cana-5361	173	27	on	on	ADP
cana-5361	173	28	applied	apply	VERB
cana-5361	173	29	nonlinear	nonlinear	ADJ
cana-5361	173	30	analysis	analysis	NOUN
cana-5361	173	31	issn	issn	NOUN
cana-5361	173	32	:	:	PUNCT
cana-5361	173	33	1074	1074	NUM
cana-5361	173	34	-	-	PUNCT
cana-5361	173	35	133x	133x	NUM
cana-5361	173	36	vol	vol	VERB
cana-5361	173	37	32	32	NUM
cana-5361	173	38	no	no	NOUN
cana-5361	173	39	.	.	PUNCT
cana-5361	174	1	10s	10	NOUN
cana-5361	174	2	(	(	PUNCT
cana-5361	174	3	2025	2025	NUM
cana-5361	174	4	)	)	PUNCT
cana-5361	174	5	1960	1960	NUM
cana-5361	174	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-5361	174	7	➢	➢	NOUN
cana-5361	174	8	3	3	NUM
cana-5361	174	9	:	:	PUNCT
cana-5361	174	10	asymptomatic	asymptomatic	ADJ
cana-5361	174	11	5	5	NUM
cana-5361	174	12	.	.	PUNCT
cana-5361	175	1	trestbps	trestbps	NOUN
cana-5361	175	2	(	(	PUNCT
cana-5361	175	3	resting	rest	VERB
cana-5361	175	4	blood	blood	NOUN
cana-5361	175	5	pressure	pressure	NOUN
cana-5361	175	6	)	)	PUNCT
cana-5361	175	7	–	–	PUNCT
cana-5361	175	8	blood	blood	NOUN
cana-5361	175	9	pressure	pressure	NOUN
cana-5361	175	10	in	in	ADP
cana-5361	175	11	mm	mm	PROPN
cana-5361	175	12	hg	hg	NOUN
cana-5361	175	13	when	when	SCONJ
cana-5361	175	14	at	at	ADP
cana-5361	175	15	rest	rest	NOUN
cana-5361	175	16	.	.	PUNCT
cana-5361	176	1	6	6	X
cana-5361	176	2	.	.	X
cana-5361	176	3	chol	chol	NOUN
cana-5361	176	4	(	(	PUNCT
cana-5361	176	5	serum	serum	NOUN
cana-5361	176	6	cholesterol	cholesterol	NOUN
cana-5361	176	7	)	)	PUNCT
cana-5361	176	8	–	–	PUNCT
cana-5361	176	9	cholesterol	cholesterol	NOUN
cana-5361	176	10	level	level	NOUN
cana-5361	176	11	in	in	ADP
cana-5361	176	12	mg	mg	PROPN
cana-5361	176	13	/	/	SYM
cana-5361	176	14	dl	dl	PROPN
cana-5361	176	15	.	.	PROPN
cana-5361	176	16	7	7	NUM
cana-5361	176	17	.	.	X
cana-5361	176	18	fbs	fbs	PROPN
cana-5361	176	19	(	(	PUNCT
cana-5361	176	20	fasting	fast	VERB
cana-5361	176	21	blood	blood	NOUN
cana-5361	176	22	sugar	sugar	NOUN
cana-5361	176	23	>	>	X
cana-5361	176	24	120	120	NUM
cana-5361	176	25	mg	mg	PROPN
cana-5361	176	26	/	/	SYM
cana-5361	176	27	dl	dl	NOUN
cana-5361	176	28	)	)	PUNCT
cana-5361	176	29	➢	➢	NOUN
cana-5361	176	30	0	0	NUM
cana-5361	176	31	:	:	PUNCT
cana-5361	176	32	false	false	ADJ
cana-5361	176	33	➢	➢	NOUN
cana-5361	176	34	1	1	NUM
cana-5361	176	35	:	:	PUNCT
cana-5361	176	36	true	true	ADJ
cana-5361	176	37	8	8	NUM
cana-5361	176	38	.	.	PUNCT
cana-5361	176	39	restecg	restecg	NOUN
cana-5361	176	40	(	(	PUNCT
cana-5361	176	41	resting	rest	VERB
cana-5361	176	42	electrocardiographic	electrocardiographic	ADJ
cana-5361	176	43	results	result	NOUN
cana-5361	176	44	)	)	PUNCT
cana-5361	176	45	➢	➢	NOUN
cana-5361	176	46	0	0	NUM
cana-5361	176	47	:	:	PUNCT
cana-5361	176	48	normal	normal	ADJ
cana-5361	176	49	➢	➢	NOUN
cana-5361	176	50	1	1	NUM
cana-5361	176	51	:	:	PUNCT
cana-5361	176	52	st	st	PROPN
cana-5361	176	53	-	-	PUNCT
cana-5361	176	54	t	t	PROPN
cana-5361	176	55	wave	wave	NOUN
cana-5361	176	56	abnormality	abnormality	NOUN
cana-5361	176	57	➢	➢	NOUN
cana-5361	176	58	2	2	NUM
cana-5361	176	59	:	:	PUNCT
cana-5361	176	60	left	leave	VERB
cana-5361	176	61	ventricular	ventricular	ADJ
cana-5361	176	62	hypertrophy	hypertrophy	NOUN
cana-5361	176	63	9	9	NUM
cana-5361	176	64	.	.	PUNCT
cana-5361	177	1	thalach	thalach	NOUN
cana-5361	177	2	(	(	PUNCT
cana-5361	177	3	maximum	maximum	ADJ
cana-5361	177	4	heart	heart	NOUN
cana-5361	177	5	rate	rate	NOUN
cana-5361	177	6	achieved	achieve	VERB
cana-5361	177	7	)	)	PUNCT
cana-5361	177	8	–	–	PUNCT
cana-5361	177	9	the	the	DET
cana-5361	177	10	highest	high	ADJ
cana-5361	177	11	heart	heart	NOUN
cana-5361	177	12	rate	rate	NOUN
cana-5361	177	13	during	during	ADP
cana-5361	177	14	exercise	exercise	NOUN
cana-5361	177	15	.	.	PUNCT
cana-5361	178	1	10	10	NUM
cana-5361	178	2	.	.	X
cana-5361	178	3	exang	exang	PROPN
cana-5361	178	4	(	(	PUNCT
cana-5361	178	5	exercise	exercise	NOUN
cana-5361	178	6	-	-	PUNCT
cana-5361	178	7	induced	induce	VERB
cana-5361	178	8	angina	angina	NOUN
cana-5361	178	9	)	)	PUNCT
cana-5361	178	10	➢	➢	NOUN
cana-5361	178	11	0	0	NUM
cana-5361	178	12	:	:	PUNCT
cana-5361	178	13	no	no	DET
cana-5361	178	14	➢	➢	NOUN
cana-5361	179	1	1	1	NUM
cana-5361	179	2	:	:	PUNCT
cana-5361	179	3	yes	yes	INTJ
cana-5361	179	4	11	11	NUM
cana-5361	179	5	.	.	PUNCT
cana-5361	180	1	oldpeak	oldpeak	PROPN
cana-5361	180	2	(	(	PUNCT
cana-5361	180	3	st	st	PROPN
cana-5361	180	4	depression	depression	NOUN
cana-5361	180	5	induced	induce	VERB
cana-5361	180	6	by	by	ADP
cana-5361	180	7	exercise	exercise	NOUN
cana-5361	180	8	)	)	PUNCT
cana-5361	180	9	–	–	PUNCT
cana-5361	180	10	a	a	DET
cana-5361	180	11	measure	measure	NOUN
cana-5361	180	12	of	of	ADP
cana-5361	180	13	heart	heart	NOUN
cana-5361	180	14	stress	stress	NOUN
cana-5361	180	15	.	.	PUNCT
cana-5361	181	1	12	12	NUM
cana-5361	181	2	.	.	PUNCT
cana-5361	181	3	slope	slope	NOUN
cana-5361	181	4	(	(	PUNCT
cana-5361	181	5	slope	slope	NOUN
cana-5361	181	6	of	of	ADP
cana-5361	181	7	the	the	DET
cana-5361	181	8	peak	peak	NOUN
cana-5361	181	9	exercise	exercise	NOUN
cana-5361	181	10	st	st	PROPN
cana-5361	181	11	segment	segment	PROPN
cana-5361	181	12	)	)	PUNCT
cana-5361	181	13	➢	➢	NOUN
cana-5361	181	14	0	0	NUM
cana-5361	181	15	:	:	PUNCT
cana-5361	181	16	upsloping	upslope	VERB
cana-5361	181	17	➢	➢	NOUN
cana-5361	181	18	1	1	NUM
cana-5361	181	19	:	:	PUNCT
cana-5361	181	20	flat	flat	ADJ
cana-5361	181	21	➢	➢	NOUN
cana-5361	181	22	2	2	NUM
cana-5361	181	23	:	:	PUNCT
cana-5361	181	24	downsloping	downslope	VERB
cana-5361	181	25	13	13	NUM
cana-5361	181	26	.	.	PUNCT
cana-5361	182	1	ca	can	AUX
cana-5361	182	2	(	(	PUNCT
cana-5361	182	3	number	number	NOUN
cana-5361	182	4	of	of	ADP
cana-5361	182	5	major	major	ADJ
cana-5361	182	6	vessels	vessel	NOUN
cana-5361	182	7	colored	color	VERB
cana-5361	182	8	by	by	ADP
cana-5361	182	9	fluoroscopy	fluoroscopy	NOUN
cana-5361	182	10	)	)	PUNCT
cana-5361	182	11	–	–	PUNCT
cana-5361	182	12	ranges	range	VERB
cana-5361	182	13	from	from	ADP
cana-5361	182	14	0	0	NUM
cana-5361	182	15	to	to	ADP
cana-5361	182	16	4	4	NUM
cana-5361	182	17	.	.	NOUN
cana-5361	182	18	14	14	NUM
cana-5361	182	19	.	.	PUNCT
cana-5361	183	1	thal	thal	PROPN
cana-5361	183	2	(	(	PUNCT
cana-5361	183	3	thalassemia	thalassemia	NOUN
cana-5361	183	4	type	type	NOUN
cana-5361	183	5	)	)	PUNCT
cana-5361	183	6	➢	➢	NOUN
cana-5361	183	7	1	1	NUM
cana-5361	183	8	:	:	PUNCT
cana-5361	183	9	normal	normal	ADJ
cana-5361	183	10	➢	➢	NOUN
cana-5361	183	11	2	2	NUM
cana-5361	183	12	:	:	PUNCT
cana-5361	183	13	fixed	fix	VERB
cana-5361	183	14	defect	defect	NOUN
cana-5361	183	15	➢	➢	NOUN
cana-5361	183	16	3	3	NUM
cana-5361	183	17	:	:	PUNCT
cana-5361	183	18	reversible	reversible	ADJ
cana-5361	183	19	defect	defect	VERB
cana-5361	183	20	15	15	NUM
cana-5361	183	21	.	.	PUNCT
cana-5361	184	1	target	target	NOUN
cana-5361	184	2	(	(	PUNCT
cana-5361	184	3	heart	heart	NOUN
cana-5361	184	4	disease	disease	NOUN
cana-5361	184	5	presence	presence	NOUN
cana-5361	184	6	)	)	PUNCT
cana-5361	184	7	➢	➢	NOUN
cana-5361	184	8	0	0	NUM
cana-5361	184	9	:	:	PUNCT
cana-5361	184	10	no	no	DET
cana-5361	184	11	disease	disease	NOUN
cana-5361	184	12	➢	➢	VERB
cana-5361	184	13	1	1	NUM
cana-5361	184	14	:	:	PUNCT
cana-5361	184	15	disease	disease	NOUN
cana-5361	184	16	present	present	ADJ
cana-5361	184	17	rows	row	NOUN
cana-5361	184	18	(	(	PUNCT
cana-5361	184	19	statistical	statistical	ADJ
cana-5361	184	20	summary	summary	NOUN
cana-5361	184	21	)	)	PUNCT
cana-5361	184	22	explained	explain	VERB
cana-5361	184	23	:	:	PUNCT
cana-5361	184	24	•	•	NUM
cana-5361	184	25	count	count	NOUN
cana-5361	184	26	–	–	PUNCT
cana-5361	184	27	number	number	NOUN
cana-5361	184	28	of	of	ADP
cana-5361	184	29	records	record	NOUN
cana-5361	184	30	(	(	PUNCT
cana-5361	184	31	303	303	NUM
cana-5361	184	32	patients	patient	NOUN
cana-5361	184	33	)	)	PUNCT
cana-5361	184	34	.	.	PUNCT
cana-5361	185	1	•	•	NUM
cana-5361	185	2	mean	mean	ADV
cana-5361	185	3	–	–	PUNCT
cana-5361	185	4	the	the	DET
cana-5361	185	5	average	average	ADJ
cana-5361	185	6	value	value	NOUN
cana-5361	185	7	for	for	ADP
cana-5361	185	8	each	each	DET
cana-5361	185	9	column	column	NOUN
cana-5361	185	10	.	.	PUNCT
cana-5361	186	1	communications	communication	NOUN
cana-5361	186	2	on	on	ADP
cana-5361	186	3	applied	apply	VERB
cana-5361	186	4	nonlinear	nonlinear	ADJ
cana-5361	186	5	analysis	analysis	NOUN
cana-5361	186	6	issn	issn	NOUN
cana-5361	186	7	:	:	PUNCT
cana-5361	186	8	1074	1074	NUM
cana-5361	186	9	-	-	PUNCT
cana-5361	186	10	133x	133x	NUM
cana-5361	186	11	vol	vol	VERB
cana-5361	186	12	32	32	NUM
cana-5361	186	13	no	no	NOUN
cana-5361	186	14	.	.	PUNCT
cana-5361	187	1	10s	10	NOUN
cana-5361	187	2	(	(	PUNCT
cana-5361	187	3	2025	2025	NUM
cana-5361	187	4	)	)	PUNCT
cana-5361	187	5	1961	1961	NUM
cana-5361	187	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-5361	187	7	•	•	NOUN
cana-5361	187	8	std	std	NOUN
cana-5361	187	9	(	(	PUNCT
cana-5361	187	10	standard	standard	ADJ
cana-5361	187	11	deviation	deviation	NOUN
cana-5361	187	12	)	)	PUNCT
cana-5361	187	13	–	–	PUNCT
cana-5361	187	14	a	a	DET
cana-5361	187	15	measure	measure	NOUN
cana-5361	187	16	of	of	ADP
cana-5361	187	17	data	datum	NOUN
cana-5361	187	18	spread	spread	VERB
cana-5361	187	19	.	.	PUNCT
cana-5361	188	1	•	•	NUM
cana-5361	188	2	min	min	NOUN
cana-5361	188	3	–	–	PUNCT
cana-5361	188	4	the	the	DET
cana-5361	188	5	minimum	minimum	ADJ
cana-5361	188	6	value	value	NOUN
cana-5361	188	7	observed	observe	VERB
cana-5361	188	8	.	.	PUNCT
cana-5361	189	1	•	•	NUM
cana-5361	189	2	25	25	NUM
cana-5361	189	3	%	%	NOUN
cana-5361	189	4	(	(	PUNCT
cana-5361	189	5	first	first	ADJ
cana-5361	189	6	quartile	quartile	NOUN
cana-5361	189	7	)	)	PUNCT
cana-5361	189	8	–	–	PUNCT
cana-5361	189	9	25	25	NUM
cana-5361	189	10	%	%	NOUN
cana-5361	189	11	of	of	ADP
cana-5361	189	12	the	the	DET
cana-5361	189	13	data	data	NOUN
cana-5361	189	14	falls	fall	VERB
cana-5361	189	15	below	below	ADP
cana-5361	189	16	this	this	DET
cana-5361	189	17	value	value	NOUN
cana-5361	189	18	.	.	PUNCT
cana-5361	190	1	•	•	NUM
cana-5361	190	2	50	50	NUM
cana-5361	190	3	%	%	NOUN
cana-5361	190	4	(	(	PUNCT
cana-5361	190	5	median	median	NOUN
cana-5361	190	6	)	)	PUNCT
cana-5361	190	7	–	–	PUNCT
cana-5361	190	8	the	the	DET
cana-5361	190	9	middle	middle	ADJ
cana-5361	190	10	value	value	NOUN
cana-5361	190	11	in	in	ADP
cana-5361	190	12	the	the	DET
cana-5361	190	13	dataset	dataset	NOUN
cana-5361	190	14	.	.	PUNCT
cana-5361	191	1	•	•	NUM
cana-5361	191	2	75	75	NUM
cana-5361	191	3	%	%	NOUN
cana-5361	191	4	(	(	PUNCT
cana-5361	191	5	third	third	ADJ
cana-5361	191	6	quartile	quartile	NOUN
cana-5361	191	7	)	)	PUNCT
cana-5361	191	8	–	–	PUNCT
cana-5361	191	9	75	75	NUM
cana-5361	191	10	%	%	NOUN
cana-5361	191	11	of	of	ADP
cana-5361	191	12	the	the	DET
cana-5361	191	13	data	data	NOUN
cana-5361	191	14	falls	fall	VERB
cana-5361	191	15	below	below	ADP
cana-5361	191	16	this	this	DET
cana-5361	191	17	value	value	NOUN
cana-5361	191	18	.	.	PUNCT
cana-5361	192	1	•	•	NUM
cana-5361	192	2	max	max	PROPN
cana-5361	192	3	–	–	PUNCT
cana-5361	192	4	the	the	DET
cana-5361	192	5	highest	high	ADJ
cana-5361	192	6	observed	observed	ADJ
cana-5361	192	7	value	value	NOUN
cana-5361	192	8	.	.	PUNCT
cana-5361	193	1	sharp	sharp	ADJ
cana-5361	193	2	decline	decline	NOUN
cana-5361	193	3	:	:	PUNCT
cana-5361	193	4	the	the	DET
cana-5361	193	5	graph	graph	NOUN
cana-5361	193	6	starts	start	VERB
cana-5361	193	7	at	at	ADP
cana-5361	193	8	a	a	DET
cana-5361	193	9	very	very	ADV
cana-5361	193	10	high	high	ADJ
cana-5361	193	11	value	value	NOUN
cana-5361	193	12	at	at	ADP
cana-5361	193	13	age	age	NOUN
cana-5361	193	14	0	0	PUNCT
cana-5361	194	1	and	and	CCONJ
cana-5361	194	2	drops	drop	VERB
cana-5361	194	3	steeply	steeply	ADV
cana-5361	194	4	by	by	ADP
cana-5361	194	5	age	age	NOUN
cana-5361	194	6	•	•	NUM
cana-5361	194	7	low	low	ADJ
cana-5361	194	8	point	point	NOUN
cana-5361	194	9	:	:	PUNCT
cana-5361	194	10	the	the	DET
cana-5361	194	11	lowest	low	ADJ
cana-5361	194	12	value	value	NOUN
cana-5361	194	13	occurs	occur	VERB
cana-5361	194	14	around	around	ADP
cana-5361	194	15	age	age	NOUN
cana-5361	194	16	2	2	NUM
cana-5361	194	17	.	.	NOUN
cana-5361	194	18	•	•	NUM
cana-5361	194	19	gradual	gradual	ADJ
cana-5361	194	20	increase	increase	NOUN
cana-5361	194	21	:	:	PUNCT
cana-5361	194	22	after	after	ADP
cana-5361	194	23	age	age	NOUN
cana-5361	194	24	2	2	NUM
cana-5361	194	25	,	,	PUNCT
cana-5361	194	26	the	the	DET
cana-5361	194	27	values	value	NOUN
cana-5361	194	28	increase	increase	VERB
cana-5361	194	29	steadily	steadily	ADV
cana-5361	194	30	until	until	ADP
cana-5361	194	31	age	age	NOUN
cana-5361	194	32	7	7	NUM
cana-5361	194	33	•	•	NOUN
cana-5361	194	34	if	if	SCONJ
cana-5361	194	35	this	this	PRON
cana-5361	194	36	represents	represent	VERB
cana-5361	194	37	population	population	NOUN
cana-5361	194	38	distribution	distribution	NOUN
cana-5361	194	39	,	,	PUNCT
cana-5361	194	40	it	it	PRON
cana-5361	194	41	might	might	AUX
cana-5361	194	42	indicate	indicate	VERB
cana-5361	194	43	a	a	DET
cana-5361	194	44	high	high	ADJ
cana-5361	194	45	initial	initial	ADJ
cana-5361	194	46	count	count	NOUN
cana-5361	194	47	at	at	ADP
cana-5361	194	48	birth	birth	NOUN
cana-5361	194	49	,	,	PUNCT
cana-5361	194	50	a	a	DET
cana-5361	194	51	sharp	sharp	ADJ
cana-5361	194	52	decrease	decrease	NOUN
cana-5361	194	53	due	due	ADP
cana-5361	194	54	to	to	ADP
cana-5361	194	55	infant	infant	NOUN
cana-5361	194	56	mortality	mortality	NOUN
cana-5361	194	57	or	or	CCONJ
cana-5361	194	58	some	some	DET
cana-5361	194	59	other	other	ADJ
cana-5361	194	60	factor	factor	NOUN
cana-5361	194	61	,	,	PUNCT
cana-5361	194	62	followed	follow	VERB
cana-5361	194	63	by	by	ADP
cana-5361	194	64	a	a	DET
cana-5361	194	65	gradual	gradual	ADJ
cana-5361	194	66	stabilization	stabilization	NOUN
cana-5361	194	67	.	.	PUNCT
cana-5361	195	1	•	•	INTJ
cana-5361	196	1	if	if	SCONJ
cana-5361	196	2	it	it	PRON
cana-5361	196	3	represents	represent	VERB
cana-5361	196	4	a	a	DET
cana-5361	196	5	different	different	ADJ
cana-5361	196	6	dataset	dataset	NOUN
cana-5361	196	7	(	(	PUNCT
cana-5361	196	8	such	such	ADJ
cana-5361	196	9	as	as	ADP
cana-5361	196	10	users	user	NOUN
cana-5361	196	11	of	of	ADP
cana-5361	196	12	a	a	DET
cana-5361	196	13	service	service	NOUN
cana-5361	196	14	or	or	CCONJ
cana-5361	196	15	product	product	NOUN
cana-5361	196	16	adoption	adoption	NOUN
cana-5361	196	17	)	)	PUNCT
cana-5361	196	18	,	,	PUNCT
cana-5361	196	19	it	it	PRON
cana-5361	196	20	could	could	AUX
cana-5361	196	21	indicate	indicate	VERB
cana-5361	196	22	a	a	DET
cana-5361	196	23	peak	peak	NOUN
cana-5361	196	24	at	at	ADP
cana-5361	196	25	the	the	DET
cana-5361	196	26	start	start	NOUN
cana-5361	196	27	,	,	PUNCT
cana-5361	196	28	followed	follow	VERB
cana-5361	196	29	by	by	ADP
cana-5361	196	30	a	a	DET
cana-5361	196	31	dip	dip	NOUN
cana-5361	196	32	and	and	CCONJ
cana-5361	196	33	a	a	DET
cana-5361	196	34	later	later	ADJ
cana-5361	196	35	resurgence	resurgence	NOUN
cana-5361	196	36	.	.	PUNCT
cana-5361	197	1	•	•	INTJ
cana-5361	197	2	if	if	SCONJ
cana-5361	197	3	the	the	DET
cana-5361	197	4	y	y	NOUN
cana-5361	197	5	-	-	PUNCT
cana-5361	197	6	axis	axis	NOUN
cana-5361	197	7	represents	represent	VERB
cana-5361	197	8	population	population	NOUN
cana-5361	197	9	count	count	NOUN
cana-5361	197	10	,	,	PUNCT
cana-5361	197	11	this	this	PRON
cana-5361	197	12	could	could	AUX
cana-5361	197	13	be	be	AUX
cana-5361	197	14	a	a	DET
cana-5361	197	15	demographic	demographic	ADJ
cana-5361	197	16	distribution	distribution	NOUN
cana-5361	197	17	where	where	SCONJ
cana-5361	197	18	birth	birth	NOUN
cana-5361	197	19	rates	rate	NOUN
cana-5361	197	20	are	be	AUX
cana-5361	197	21	high	high	ADJ
cana-5361	197	22	but	but	CCONJ
cana-5361	197	23	decrease	decrease	VERB
cana-5361	197	24	rapidly	rapidly	ADV
cana-5361	197	25	due	due	ADJ
cana-5361	197	26	to	to	ADP
cana-5361	197	27	infant	infant	VERB
cana-5361	197	28	mortality	mortality	NOUN
cana-5361	197	29	or	or	CCONJ
cana-5361	197	30	other	other	ADJ
cana-5361	197	31	factors	factor	NOUN
cana-5361	197	32	.	.	PUNCT
cana-5361	198	1	•	•	INTJ
cana-5361	198	2	if	if	SCONJ
cana-5361	198	3	the	the	DET
cana-5361	198	4	y	y	NOUN
cana-5361	198	5	-	-	PUNCT
cana-5361	198	6	axis	axis	NOUN
cana-5361	198	7	represents	represent	VERB
cana-5361	198	8	sales	sale	NOUN
cana-5361	198	9	,	,	PUNCT
cana-5361	198	10	engagement	engagement	NOUN
cana-5361	198	11	,	,	PUNCT
cana-5361	198	12	or	or	CCONJ
cana-5361	198	13	user	user	NOUN
cana-5361	198	14	adoption	adoption	NOUN
cana-5361	198	15	,	,	PUNCT
cana-5361	198	16	this	this	PRON
cana-5361	198	17	could	could	AUX
cana-5361	198	18	suggest	suggest	VERB
cana-5361	198	19	an	an	DET
cana-5361	198	20	initial	initial	ADJ
cana-5361	198	21	surge	surge	NOUN
cana-5361	198	22	followed	follow	VERB
cana-5361	198	23	by	by	ADP
cana-5361	198	24	a	a	DET
cana-5361	198	25	decline	decline	NOUN
cana-5361	198	26	and	and	CCONJ
cana-5361	198	27	then	then	ADV
cana-5361	198	28	a	a	DET
cana-5361	198	29	gradual	gradual	ADJ
cana-5361	198	30	resurgence	resurgence	NOUN
cana-5361	198	31	.	.	PUNCT
cana-5361	199	1	•	•	INTJ
cana-5361	199	2	if	if	SCONJ
cana-5361	199	3	it	it	PRON
cana-5361	199	4	's	be	AUX
cana-5361	199	5	related	relate	VERB
cana-5361	199	6	to	to	ADP
cana-5361	199	7	health	health	NOUN
cana-5361	199	8	data	datum	NOUN
cana-5361	199	9	(	(	PUNCT
cana-5361	199	10	e.g.	e.g.	ADV
cana-5361	199	11	,	,	PUNCT
cana-5361	199	12	disease	disease	NOUN
cana-5361	199	13	occurrence	occurrence	NOUN
cana-5361	199	14	by	by	ADP
cana-5361	199	15	age	age	NOUN
cana-5361	199	16	)	)	PUNCT
cana-5361	199	17	,	,	PUNCT
cana-5361	199	18	it	it	PRON
cana-5361	199	19	might	might	AUX
cana-5361	199	20	indicate	indicate	VERB
cana-5361	199	21	that	that	SCONJ
cana-5361	199	22	a	a	DET
cana-5361	199	23	particular	particular	ADJ
cana-5361	199	24	condition	condition	NOUN
cana-5361	199	25	is	be	AUX
cana-5361	199	26	very	very	ADV
cana-5361	199	27	common	common	ADJ
cana-5361	199	28	at	at	ADP
cana-5361	199	29	birth	birth	NOUN
cana-5361	199	30	,	,	PUNCT
cana-5361	199	31	declines	decline	VERB
cana-5361	199	32	in	in	ADP
cana-5361	199	33	early	early	ADJ
cana-5361	199	34	years	year	NOUN
cana-5361	199	35	,	,	PUNCT
cana-5361	199	36	and	and	CCONJ
cana-5361	199	37	then	then	ADV
cana-5361	199	38	becomes	become	VERB
cana-5361	199	39	more	more	ADV
cana-5361	199	40	frequent	frequent	ADJ
cana-5361	199	41	as	as	ADP
cana-5361	199	42	people	people	NOUN
cana-5361	199	43	•	•	ADP
cana-5361	199	44	the	the	DET
cana-5361	199	45	steep	steep	ADJ
cana-5361	199	46	drop	drop	NOUN
cana-5361	199	47	at	at	ADP
cana-5361	199	48	the	the	DET
cana-5361	199	49	beginning	beginning	NOUN
cana-5361	199	50	suggests	suggest	VERB
cana-5361	199	51	that	that	SCONJ
cana-5361	199	52	the	the	DET
cana-5361	199	53	highest	high	ADJ
cana-5361	199	54	rate	rate	NOUN
cana-5361	199	55	of	of	ADP
cana-5361	199	56	change	change	NOUN
cana-5361	199	57	happens	happen	VERB
cana-5361	199	58	early	early	ADV
cana-5361	199	59	(	(	PUNCT
cana-5361	199	60	age	age	NOUN
cana-5361	199	61	0	0	NUM
cana-5361	199	62	to	to	ADP
cana-5361	199	63	1	1	NUM
cana-5361	199	64	)	)	PUNCT
cana-5361	199	65	.	.	PUNCT
cana-5361	200	1	•	•	NOUN
cana-5361	200	2	the	the	DET
cana-5361	200	3	gradual	gradual	ADJ
cana-5361	200	4	increase	increase	NOUN
cana-5361	200	5	from	from	ADP
cana-5361	200	6	age	age	NOUN
cana-5361	200	7	2	2	NUM
cana-5361	200	8	onward	onward	NOUN
cana-5361	200	9	suggests	suggest	VERB
cana-5361	200	10	a	a	DET
cana-5361	200	11	more	more	ADV
cana-5361	200	12	stable	stable	ADJ
cana-5361	200	13	but	but	CCONJ
cana-5361	200	14	rising	rise	VERB
cana-5361	200	15	trend	trend	NOUN
cana-5361	200	16	over	over	ADP
cana-5361	200	17	time	time	NOUN
cana-5361	200	18	.	.	PUNCT
cana-5361	201	1	4.3	4.3	NUM
cana-5361	201	2	.	.	PUNCT
cana-5361	201	3	correlation	correlation	NOUN
cana-5361	201	4	matrix	matrix	NOUN
cana-5361	201	5	in	in	ADP
cana-5361	201	6	fig-12,the	fig-12,the	ADJ
cana-5361	201	7	table	table	NOUN
cana-5361	201	8	in	in	ADP
cana-5361	201	9	the	the	DET
cana-5361	201	10	image	image	NOUN
cana-5361	201	11	is	be	AUX
cana-5361	201	12	a	a	DET
cana-5361	201	13	correlation	correlation	NOUN
cana-5361	201	14	matrix	matrix	NOUN
cana-5361	201	15	represented	represent	VERB
cana-5361	201	16	as	as	ADP
cana-5361	201	17	a	a	DET
cana-5361	201	18	heatmap	heatmap	NOUN
cana-5361	201	19	.	.	PUNCT
cana-5361	202	1	it	it	PRON
cana-5361	202	2	shows	show	VERB
cana-5361	202	3	the	the	DET
cana-5361	202	4	correlation	correlation	NOUN
cana-5361	202	5	coefficients	coefficient	NOUN
cana-5361	202	6	between	between	ADP
cana-5361	202	7	different	different	ADJ
cana-5361	202	8	variables	variable	NOUN
cana-5361	202	9	in	in	ADP
cana-5361	202	10	a	a	DET
cana-5361	202	11	dataset	dataset	ADJ
cana-5361	202	12	•	•	NOUN
cana-5361	202	13	diagonal	diagonal	ADJ
cana-5361	202	14	elements	element	NOUN
cana-5361	202	15	(	(	PUNCT
cana-5361	202	16	1.0	1.0	NUM
cana-5361	202	17	):	):	PUNCT
cana-5361	202	18	each	each	DET
cana-5361	202	19	variable	variable	NOUN
cana-5361	202	20	is	be	AUX
cana-5361	202	21	perfectly	perfectly	ADV
cana-5361	202	22	correlated	correlate	VERB
cana-5361	202	23	with	with	ADP
cana-5361	202	24	itself	itself	PRON
cana-5361	202	25	.	.	PUNCT
cana-5361	203	1	•	•	NUM
cana-5361	203	2	colour	colour	NOUN
cana-5361	203	3	coding	coding	NOUN
cana-5361	203	4	:	:	PUNCT
cana-5361	203	5	➢	➢	X
cana-5361	203	6	red	red	ADJ
cana-5361	203	7	shades	shade	NOUN
cana-5361	203	8	indicate	indicate	VERB
cana-5361	203	9	positive	positive	ADJ
cana-5361	203	10	correlations	correlation	NOUN
cana-5361	203	11	.	.	PUNCT
cana-5361	204	1	communications	communication	NOUN
cana-5361	204	2	on	on	ADP
cana-5361	204	3	applied	apply	VERB
cana-5361	204	4	nonlinear	nonlinear	ADJ
cana-5361	204	5	analysis	analysis	NOUN
cana-5361	204	6	issn	issn	NOUN
cana-5361	204	7	:	:	PUNCT
cana-5361	204	8	1074	1074	NUM
cana-5361	204	9	-	-	PUNCT
cana-5361	204	10	133x	133x	NUM
cana-5361	204	11	vol	vol	VERB
cana-5361	204	12	32	32	NUM
cana-5361	204	13	no	no	NOUN
cana-5361	204	14	.	.	PUNCT
cana-5361	205	1	10s	10	NOUN
cana-5361	205	2	(	(	PUNCT
cana-5361	205	3	2025	2025	NUM
cana-5361	205	4	)	)	PUNCT
cana-5361	205	5	1962	1962	NUM
cana-5361	205	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-5361	205	7	➢	➢	VERB
cana-5361	205	8	blue	blue	ADJ
cana-5361	205	9	shades	shade	NOUN
cana-5361	205	10	indicate	indicate	VERB
cana-5361	205	11	negative	negative	ADJ
cana-5361	205	12	correlations	correlation	NOUN
cana-5361	205	13	.	.	PUNCT
cana-5361	206	1	➢	➢	PROPN
cana-5361	206	2	white	white	PROPN
cana-5361	206	3	represents	represent	VERB
cana-5361	206	4	weak	weak	ADJ
cana-5361	206	5	or	or	CCONJ
cana-5361	206	6	no	no	DET
cana-5361	206	7	correlation	correlation	NOUN
cana-5361	206	8	.	.	PUNCT
cana-5361	207	1	•	•	NUM
cana-5361	207	2	target	target	NOUN
cana-5361	207	3	column	column	NOUN
cana-5361	207	4	:	:	PUNCT
cana-5361	207	5	the	the	DET
cana-5361	207	6	last	last	ADJ
cana-5361	207	7	column	column	NOUN
cana-5361	207	8	represents	represent	VERB
cana-5361	207	9	correlations	correlation	NOUN
cana-5361	207	10	with	with	ADP
cana-5361	207	11	the	the	DET
cana-5361	207	12	target	target	NOUN
cana-5361	207	13	variable	variable	NOUN
cana-5361	207	14	,	,	PUNCT
cana-5361	207	15	which	which	PRON
cana-5361	207	16	might	might	AUX
cana-5361	207	17	be	be	AUX
cana-5361	207	18	the	the	DET
cana-5361	207	19	presence	presence	NOUN
cana-5361	207	20	of	of	ADP
cana-5361	207	21	a	a	DET
cana-5361	207	22	condition	condition	NOUN
cana-5361	207	23	(	(	PUNCT
cana-5361	207	24	e.g.	e.g.	ADV
cana-5361	207	25	,	,	PUNCT
cana-5361	207	26	heart	heart	NOUN
cana-5361	207	27	disease	disease	NOUN
cana-5361	207	28	)	)	PUNCT
cana-5361	207	29	.	.	PUNCT
cana-5361	208	1	➢	➢	VERB
cana-5361	208	2	strongest	strong	ADJ
cana-5361	208	3	positive	positive	ADJ
cana-5361	208	4	correlations	correlation	NOUN
cana-5361	208	5	:	:	PUNCT
cana-5361	208	6	cp	cp	INTJ
cana-5361	208	7	(	(	PUNCT
cana-5361	208	8	chest	chest	NOUN
cana-5361	208	9	pain	pain	NOUN
cana-5361	208	10	)	)	PUNCT
cana-5361	208	11	,	,	PUNCT
cana-5361	208	12	thalach	thalach	NOUN
cana-5361	208	13	(	(	PUNCT
cana-5361	208	14	max	max	PROPN
cana-5361	208	15	heart	heart	NOUN
cana-5361	208	16	rate	rate	NOUN
cana-5361	208	17	)	)	PUNCT
cana-5361	208	18	.	.	PUNCT
cana-5361	209	1	➢	➢	VERB
cana-5361	209	2	strongest	strong	ADJ
cana-5361	209	3	negative	negative	ADJ
cana-5361	209	4	correlations	correlation	NOUN
cana-5361	209	5	:	:	PUNCT
cana-5361	209	6	oldpeak	oldpeak	NOUN
cana-5361	209	7	(	(	PUNCT
cana-5361	209	8	st	st	NOUN
cana-5361	209	9	depression	depression	PROPN
cana-5361	209	10	)	)	PUNCT
cana-5361	209	11	,	,	PUNCT
cana-5361	209	12	ca	can	AUX
cana-5361	209	13	(	(	PUNCT
cana-5361	209	14	number	number	NOUN
cana-5361	209	15	of	of	ADP
cana-5361	209	16	major	major	ADJ
cana-5361	209	17	vessels	vessel	NOUN
cana-5361	209	18	)	)	PUNCT
cana-5361	209	19	,	,	PUNCT
cana-5361	209	20	thal	thal	NOUN
cana-5361	209	21	.	.	PUNCT
cana-5361	210	1	fig-12	fig-12	NOUN
cana-5361	210	2	correlation	correlation	NOUN
cana-5361	210	3	matrix	matrix	NOUN
cana-5361	210	4	4.4	4.4	NUM
cana-5361	210	5	.	.	PUNCT
cana-5361	211	1	histograms	histogram	NOUN
cana-5361	211	2	representing	represent	VERB
cana-5361	211	3	the	the	DET
cana-5361	211	4	distribution	distribution	NOUN
cana-5361	211	5	of	of	ADP
cana-5361	211	6	each	each	DET
cana-5361	211	7	variable	variable	NOUN
cana-5361	211	8	the	the	DET
cana-5361	211	9	diagonal	diagonal	ADJ
cana-5361	211	10	contains	contain	VERB
cana-5361	211	11	histograms	histogram	NOUN
cana-5361	211	12	representing	represent	VERB
cana-5361	211	13	the	the	DET
cana-5361	211	14	distribution	distribution	NOUN
cana-5361	211	15	of	of	ADP
cana-5361	211	16	each	each	DET
cana-5361	211	17	variable	variable	NOUN
cana-5361	211	18	.	.	PUNCT
cana-5361	212	1	the	the	DET
cana-5361	212	2	off	off	ADV
cana-5361	212	3	-	-	PUNCT
cana-5361	212	4	diagonal	diagonal	ADJ
cana-5361	212	5	contains	contain	VERB
cana-5361	212	6	scatter	scatter	NOUN
cana-5361	212	7	plots	plot	NOUN
cana-5361	212	8	,	,	PUNCT
cana-5361	212	9	showing	show	VERB
cana-5361	212	10	how	how	SCONJ
cana-5361	212	11	two	two	NUM
cana-5361	212	12	variables	variable	NOUN
cana-5361	212	13	relate	relate	VERB
cana-5361	212	14	to	to	ADP
cana-5361	212	15	each	each	DET
cana-5361	212	16	other	other	ADJ
cana-5361	212	17	.	.	PUNCT
cana-5361	213	1	4.5	4.5	NUM
cana-5361	213	2	.	.	PUNCT
cana-5361	214	1	variable	variable	ADJ
cana-5361	214	2	descriptions	description	NOUN
cana-5361	214	3	(	(	PUNCT
cana-5361	214	4	likely	likely	ADV
cana-5361	214	5	from	from	ADP
cana-5361	214	6	a	a	DET
cana-5361	214	7	medical	medical	ADJ
cana-5361	214	8	dataset	dataset	NOUN
cana-5361	214	9	)	)	PUNCT
cana-5361	214	10	the	the	DET
cana-5361	214	11	variables	variable	NOUN
cana-5361	214	12	in	in	ADP
cana-5361	214	13	the	the	DET
cana-5361	214	14	pairplot	pairplot	NOUN
cana-5361	214	15	appear	appear	VERB
cana-5361	214	16	to	to	PART
cana-5361	214	17	be	be	AUX
cana-5361	214	18	related	relate	VERB
cana-5361	214	19	to	to	ADP
cana-5361	214	20	cardiovascular	cardiovascular	ADJ
cana-5361	214	21	health	health	NOUN
cana-5361	214	22	.	.	PUNCT
cana-5361	215	1	here	here	ADV
cana-5361	215	2	’s	’	VERB
cana-5361	215	3	what	what	PRON
cana-5361	215	4	each	each	DET
cana-5361	215	5	variable	variable	NOUN
cana-5361	215	6	likely	likely	ADV
cana-5361	215	7	represents	represent	VERB
cana-5361	215	8	:	:	PUNCT
cana-5361	215	9	communications	communication	NOUN
cana-5361	215	10	on	on	ADP
cana-5361	215	11	applied	apply	VERB
cana-5361	215	12	nonlinear	nonlinear	ADJ
cana-5361	215	13	analysis	analysis	NOUN
cana-5361	215	14	issn	issn	NOUN
cana-5361	215	15	:	:	PUNCT
cana-5361	215	16	1074	1074	NUM
cana-5361	215	17	-	-	PUNCT
cana-5361	215	18	133x	133x	NUM
cana-5361	215	19	vol	vol	VERB
cana-5361	215	20	32	32	NUM
cana-5361	215	21	no	no	NOUN
cana-5361	215	22	.	.	PUNCT
cana-5361	216	1	10s	10	NOUN
cana-5361	216	2	(	(	PUNCT
cana-5361	216	3	2025	2025	NUM
cana-5361	216	4	)	)	PUNCT
cana-5361	216	5	1963	1963	NUM
cana-5361	217	1	https://internationalpubls.com	https://internationalpubls.com	X
cana-5361	217	2	variable	variable	ADJ
cana-5361	217	3	description	description	NOUN
cana-5361	217	4	age	age	NOUN
cana-5361	217	5	age	age	NOUN
cana-5361	217	6	of	of	ADP
cana-5361	217	7	the	the	DET
cana-5361	217	8	patient	patient	ADJ
cana-5361	217	9	trestbps	trestbps	NOUN
cana-5361	217	10	resting	rest	VERB
cana-5361	217	11	blood	blood	NOUN
cana-5361	217	12	pressure	pressure	NOUN
cana-5361	217	13	(	(	PUNCT
cana-5361	217	14	in	in	ADP
cana-5361	217	15	mm	mm	PROPN
cana-5361	217	16	hg	hg	NOUN
cana-5361	217	17	)	)	PUNCT
cana-5361	217	18	chol	chol	NOUN
cana-5361	217	19	serum	serum	VERB
cana-5361	217	20	cholesterol	cholesterol	NOUN
cana-5361	217	21	level	level	NOUN
cana-5361	217	22	(	(	PUNCT
cana-5361	217	23	mg	mg	PROPN
cana-5361	217	24	/	/	SYM
cana-5361	217	25	dl	dl	NOUN
cana-5361	217	26	)	)	PUNCT
cana-5361	217	27	thalach	thalach	VERB
cana-5361	217	28	maximum	maximum	ADJ
cana-5361	217	29	heart	heart	NOUN
cana-5361	217	30	rate	rate	NOUN
cana-5361	217	31	achieved	achieve	VERB
cana-5361	217	32	oldpeak	oldpeak	PROPN
cana-5361	217	33	st	st	PROPN
cana-5361	217	34	depression	depression	NOUN
cana-5361	217	35	induced	induce	VERB
cana-5361	217	36	by	by	ADP
cana-5361	217	37	exercise	exercise	NOUN
cana-5361	217	38	(	(	PUNCT
cana-5361	217	39	compared	compare	VERB
cana-5361	217	40	to	to	ADP
cana-5361	217	41	rest	rest	NOUN
cana-5361	217	42	)	)	PUNCT
cana-5361	217	43	fig	fig	NOUN
cana-5361	217	44	13	13	NUM
cana-5361	217	45	.	.	PUNCT
cana-5361	218	1	histograms	histogram	NOUN
cana-5361	218	2	representing	represent	VERB
cana-5361	218	3	the	the	DET
cana-5361	218	4	distribution	distribution	NOUN
cana-5361	218	5	of	of	ADP
cana-5361	218	6	each	each	DET
cana-5361	218	7	variable	variable	ADJ
cana-5361	218	8	communications	communication	NOUN
cana-5361	218	9	on	on	ADP
cana-5361	218	10	applied	apply	VERB
cana-5361	218	11	nonlinear	nonlinear	ADJ
cana-5361	218	12	analysis	analysis	NOUN
cana-5361	218	13	issn	issn	NOUN
cana-5361	218	14	:	:	PUNCT
cana-5361	218	15	1074	1074	NUM
cana-5361	218	16	-	-	PUNCT
cana-5361	218	17	133x	133x	NUM
cana-5361	218	18	vol	vol	VERB
cana-5361	218	19	32	32	NUM
cana-5361	218	20	no	no	NOUN
cana-5361	218	21	.	.	PUNCT
cana-5361	219	1	10s	10	NOUN
cana-5361	219	2	(	(	PUNCT
cana-5361	219	3	2025	2025	NUM
cana-5361	219	4	)	)	PUNCT
cana-5361	219	5	1964	1964	NUM
cana-5361	219	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-5361	219	7	fig	fig	NOUN
cana-5361	219	8	14	14	NUM
cana-5361	219	9	.	.	PUNCT
cana-5361	220	1	likelihood	likelihood	NOUN
cana-5361	220	2	sensitivity	sensitivity	NOUN
cana-5361	220	3	fig	fig	PROPN
cana-5361	220	4	15	15	NUM
cana-5361	220	5	.	.	PUNCT
cana-5361	221	1	test	test	NOUN
cana-5361	221	2	analysis	analysis	NOUN
cana-5361	221	3	.	.	PUNCT
cana-5361	222	1	fig	fig	NOUN
cana-5361	222	2	16.performance	16.performance	NUM
cana-5361	222	3	ratio	ratio	NOUN
cana-5361	222	4	analysis	analysis	NOUN
cana-5361	222	5	communications	communication	NOUN
cana-5361	222	6	on	on	ADP
cana-5361	222	7	applied	apply	VERB
cana-5361	222	8	nonlinear	nonlinear	ADJ
cana-5361	222	9	analysis	analysis	NOUN
cana-5361	222	10	issn	issn	NOUN
cana-5361	222	11	:	:	PUNCT
cana-5361	222	12	1074	1074	NUM
cana-5361	222	13	-	-	PUNCT
cana-5361	222	14	133x	133x	NUM
cana-5361	222	15	vol	vol	VERB
cana-5361	222	16	32	32	NUM
cana-5361	222	17	no	no	NOUN
cana-5361	222	18	.	.	PUNCT
cana-5361	223	1	10s	10	NOUN
cana-5361	223	2	(	(	PUNCT
cana-5361	223	3	2025	2025	NUM
cana-5361	223	4	)	)	PUNCT
cana-5361	223	5	1965	1965	NUM
cana-5361	223	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-5361	223	7	fig	fig	NOUN
cana-5361	223	8	17	17	NUM
cana-5361	223	9	.	.	PUNCT
cana-5361	224	1	fourier	fourier	ADJ
cana-5361	224	2	analysis	analysis	NOUN
cana-5361	224	3	on	on	ADP
cana-5361	224	4	pp	pp	ADV
cana-5361	224	5	in	in	ADP
cana-5361	224	6	mmhg	mmhg	PROPN
cana-5361	224	7	.	.	PUNCT
cana-5361	225	1	associative	associative	ADJ
cana-5361	225	2	classification	classification	NOUN
cana-5361	225	3	provides	provide	VERB
cana-5361	225	4	high	high	ADJ
cana-5361	225	5	accuracy	accuracy	NOUN
cana-5361	225	6	and	and	CCONJ
cana-5361	225	7	high	high	ADJ
cana-5361	225	8	flexibility	flexibility	NOUN
cana-5361	225	9	,	,	PUNCT
cana-5361	225	10	even	even	ADV
cana-5361	225	11	in	in	ADP
cana-5361	225	12	the	the	DET
cana-5361	225	13	handling	handling	NOUN
cana-5361	225	14	of	of	ADP
cana-5361	225	15	unstructured	unstructured	ADJ
cana-5361	225	16	data	datum	NOUN
cana-5361	225	17	,	,	PUNCT
cana-5361	225	18	compared	compare	VERB
cana-5361	225	19	to	to	ADP
cana-5361	225	20	traditional	traditional	ADJ
cana-5361	225	21	classification	classification	NOUN
cana-5361	225	22	.	.	PUNCT
cana-5361	226	1	the	the	DET
cana-5361	226	2	proposed	propose	VERB
cana-5361	226	3	edcnn	edcnn	PROPN
cana-5361	226	4	model	model	PROPN
cana-5361	226	5	has	have	AUX
cana-5361	226	6	proved	prove	VERB
cana-5361	226	7	to	to	PART
cana-5361	226	8	be	be	AUX
cana-5361	226	9	a	a	DET
cana-5361	226	10	useful	useful	ADJ
cana-5361	226	11	tool	tool	NOUN
cana-5361	226	12	in	in	ADP
cana-5361	226	13	the	the	DET
cana-5361	226	14	detection	detection	NOUN
cana-5361	226	15	of	of	ADP
cana-5361	226	16	heart	heart	NOUN
cana-5361	226	17	disease	disease	NOUN
cana-5361	226	18	in	in	ADP
cana-5361	226	19	medical	medical	ADJ
cana-5361	226	20	professionals	professional	NOUN
cana-5361	226	21	.	.	PUNCT
cana-5361	227	1	an	an	DET
cana-5361	227	2	additional	additional	ADJ
cana-5361	227	3	stage	stage	NOUN
cana-5361	227	4	of	of	ADP
cana-5361	227	5	feature	feature	NOUN
cana-5361	227	6	selection	selection	NOUN
cana-5361	227	7	was	be	AUX
cana-5361	227	8	proposed	propose	VERB
cana-5361	227	9	to	to	PART
cana-5361	227	10	improve	improve	VERB
cana-5361	227	11	accuracy	accuracy	NOUN
cana-5361	227	12	.	.	PUNCT
cana-5361	228	1	table	table	NOUN
cana-5361	228	2	1	1	NUM
cana-5361	228	3	.	.	PUNCT
cana-5361	229	1	likelihood	likelihood	NOUN
cana-5361	229	2	sensitivity	sensitivity	NOUN
cana-5361	229	3	ratio	ratio	PROPN
cana-5361	229	4	numerical	numerical	ADJ
cana-5361	229	5	analysis	analysis	NOUN
cana-5361	229	6	total	total	ADJ
cana-5361	229	7	number	number	NOUN
cana-5361	229	8	of	of	ADP
cana-5361	229	9	data	datum	NOUN
cana-5361	229	10	sets	set	VERB
cana-5361	229	11	ann	ann	PROPN
cana-5361	229	12	dnn	dnn	PROPN
cana-5361	229	13	edl	edl	PROPN
cana-5361	229	14	shs	shs	PROPN
cana-5361	229	15	rnn	rnn	PROPN
cana-5361	229	16	nne	nne	PROPN
cana-5361	229	17	edcnn	edcnn	PROPN
cana-5361	229	18	10	10	NUM
cana-5361	229	19	67.5	67.5	NUM
cana-5361	229	20	68.3	68.3	NUM
cana-5361	229	21	69.1	69.1	NUM
cana-5361	229	22	70.8	70.8	NUM
cana-5361	229	23	72.1	72.1	NUM
cana-5361	229	24	73.2	73.2	NUM
cana-5361	229	25	20	20	NUM
cana-5361	229	26	45.8	45.8	NUM
cana-5361	229	27	47.2	47.2	NUM
cana-5361	229	28	56.8	56.8	NUM
cana-5361	229	29	60.8	60.8	NUM
cana-5361	229	30	74.8	74.8	NUM
cana-5361	229	31	79.1	79.1	NUM
cana-5361	229	32	30	30	NUM
cana-5361	229	33	54.8	54.8	NUM
cana-5361	229	34	59.9	59.9	NUM
cana-5361	229	35	60.3	60.3	NUM
cana-5361	229	36	79.9	79.9	NUM
cana-5361	229	37	80.9	80.9	NUM
cana-5361	229	38	83.5	83.5	NUM
cana-5361	229	39	40	40	NUM
cana-5361	229	40	78.9	78.9	NUM
cana-5361	229	41	80.7	80.7	NUM
cana-5361	229	42	84.9	84.9	NUM
cana-5361	229	43	86.8	86.8	NUM
cana-5361	229	44	89.4	89.4	NUM
cana-5361	229	45	91.3	91.3	NUM
cana-5361	229	46	50	50	NUM
cana-5361	229	47	82.5	82.5	NUM
cana-5361	229	48	86.8	86.8	NUM
cana-5361	229	49	88.3	88.3	NUM
cana-5361	229	50	89.9	89.9	NUM
cana-5361	229	51	90.7	90.7	NUM
cana-5361	229	52	94.2	94.2	NUM
cana-5361	229	53	fig	fig	NOUN
cana-5361	229	54	18.efficiency	18.efficiency	NUM
cana-5361	229	55	ratio	ratio	NOUN
cana-5361	229	56	analysis	analysis	NOUN
cana-5361	229	57	.	.	PUNCT
cana-5361	230	1	communications	communication	NOUN
cana-5361	230	2	on	on	ADP
cana-5361	230	3	applied	apply	VERB
cana-5361	230	4	nonlinear	nonlinear	ADJ
cana-5361	230	5	analysis	analysis	NOUN
cana-5361	230	6	issn	issn	NOUN
cana-5361	230	7	:	:	PUNCT
cana-5361	230	8	1074	1074	NUM
cana-5361	230	9	-	-	PUNCT
cana-5361	230	10	133x	133x	NUM
cana-5361	230	11	vol	vol	VERB
cana-5361	230	12	32	32	NUM
cana-5361	230	13	no	no	NOUN
cana-5361	230	14	.	.	PUNCT
cana-5361	231	1	10s	10	NOUN
cana-5361	231	2	(	(	PUNCT
cana-5361	231	3	2025	2025	NUM
cana-5361	231	4	)	)	PUNCT
cana-5361	231	5	1966	1966	NUM
cana-5361	231	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-5361	231	7	fig	fig	NOUN
cana-5361	231	8	19	19	NUM
cana-5361	231	9	.	.	PUNCT
cana-5361	232	1	likelihood	likelihood	NOUN
cana-5361	232	2	sensitivity	sensitivity	NOUN
cana-5361	232	3	ratio	ratio	PROPN
cana-5361	232	4	numerical	numerical	ADJ
cana-5361	232	5	analysis	analysis	NOUN
cana-5361	232	6	.	.	PUNCT
cana-5361	233	1	table	table	NOUN
cana-5361	233	2	efficiency	efficiency	NOUN
cana-5361	233	3	evaluation	evaluation	NOUN
cana-5361	233	4	total	total	ADJ
cana-5361	233	5	number	number	NOUN
cana-5361	233	6	of	of	ADP
cana-5361	233	7	data	datum	NOUN
cana-5361	233	8	sets	set	VERB
cana-5361	233	9	ann	ann	PROPN
cana-5361	233	10	dnn	dnn	PROPN
cana-5361	233	11	edl	edl	PROPN
cana-5361	233	12	shs	shs	PROPN
cana-5361	233	13	rnn	rnn	PROPN
cana-5361	233	14	nne	nne	PROPN
cana-5361	233	15	edcnn	edcnn	PROPN
cana-5361	233	16	10	10	NUM
cana-5361	233	17	22.1	22.1	NUM
cana-5361	233	18	24.3	24.3	NUM
cana-5361	233	19	26.1	26.1	NUM
cana-5361	233	20	28.5	28.5	NUM
cana-5361	233	21	30.1	30.1	NUM
cana-5361	233	22	38.6	38.6	NUM
cana-5361	233	23	20	20	NUM
cana-5361	233	24	32.2	32.2	NUM
cana-5361	233	25	43.6	43.6	NUM
cana-5361	233	26	53.4	53.4	NUM
cana-5361	233	27	64.2	64.2	NUM
cana-5361	233	28	78.2	78.2	NUM
cana-5361	233	29	79.9	79.9	NUM
cana-5361	233	30	30	30	NUM
cana-5361	233	31	53.2	53.2	NUM
cana-5361	233	32	80.1	80.1	NUM
cana-5361	233	33	81.3	81.3	NUM
cana-5361	233	34	81.8	81.8	NUM
cana-5361	233	35	82.8	82.8	NUM
cana-5361	233	36	83.4	83.4	NUM
cana-5361	233	37	40	40	NUM
cana-5361	233	38	78.6	78.6	NUM
cana-5361	233	39	82.9	82.9	NUM
cana-5361	233	40	84.4	84.4	NUM
cana-5361	233	41	87.3	87.3	NUM
cana-5361	233	42	89.7	89.7	NUM
cana-5361	233	43	91.1	91.1	NUM
cana-5361	233	44	50	50	NUM
cana-5361	233	45	84.3	84.3	NUM
cana-5361	233	46	87.5	87.5	NUM
cana-5361	233	47	89.2	89.2	NUM
cana-5361	233	48	91.2	91.2	NUM
cana-5361	233	49	92.1	92.1	NUM
cana-5361	233	50	98.2	98.2	NUM
cana-5361	233	51	fig	fig	NOUN
cana-5361	233	52	20	20	NUM
cana-5361	233	53	.	.	PUNCT
cana-5361	234	1	efficiency	efficiency	NOUN
cana-5361	234	2	evaluation	evaluation	NOUN
cana-5361	234	3	67	67	NUM
cana-5361	234	4	.5	.5	NUM
cana-5361	234	5	45	45	NUM
cana-5361	234	6	.8	.8	NUM
cana-5361	234	7	54	54	NUM
cana-5361	234	8	.8	.8	NUM
cana-5361	234	9	78	78	NUM
cana-5361	234	10	.9	.9	NUM
cana-5361	234	11	82	82	NUM
cana-5361	234	12	.5	.5	NUM
cana-5361	234	13	68	68	NUM
cana-5361	234	14	.3	.3	NUM
cana-5361	234	15	47	47	NUM
cana-5361	235	1	.2	.2	NUM
cana-5361	235	2	59	59	NUM
cana-5361	235	3	.9	.9	NUM
cana-5361	235	4	80	80	NUM
cana-5361	236	1	.7	.7	NUM
cana-5361	236	2	86	86	NUM
cana-5361	236	3	.8	.8	NUM
cana-5361	236	4	69	69	NUM
cana-5361	236	5	.1	.1	NUM
cana-5361	236	6	56	56	NUM
cana-5361	236	7	.8	.8	NUM
cana-5361	236	8	60	60	NUM
cana-5361	236	9	.3	.3	NUM
cana-5361	236	10	84	84	NUM
cana-5361	236	11	.9	.9	NUM
cana-5361	236	12	88	88	NUM
cana-5361	236	13	.3	.3	NUM
cana-5361	236	14	70	70	NUM
cana-5361	236	15	.8	.8	NUM
cana-5361	236	16	60	60	NUM
cana-5361	236	17	.8	.8	NUM
cana-5361	236	18	79	79	NUM
cana-5361	236	19	.9	.9	NUM
cana-5361	236	20	86	86	NUM
cana-5361	236	21	.8	.8	NUM
cana-5361	236	22	89	89	NUM
cana-5361	236	23	.9	.9	NUM
cana-5361	236	24	72	72	NUM
cana-5361	236	25	.1	.1	NUM
cana-5361	236	26	74	74	NUM
cana-5361	236	27	.8	.8	NUM
cana-5361	236	28	80	80	NUM
cana-5361	236	29	.9	.9	NUM
cana-5361	236	30	89	89	NUM
cana-5361	236	31	.4	.4	NUM
cana-5361	236	32	90	90	NUM
cana-5361	236	33	.7	.7	NUM
cana-5361	236	34	73	73	NUM
cana-5361	237	1	.2	.2	NUM
cana-5361	237	2	79	79	NUM
cana-5361	237	3	.1	.1	NUM
cana-5361	237	4	83	83	NUM
cana-5361	237	5	.5	.5	NUM
cana-5361	237	6	91	91	NUM
cana-5361	237	7	.3	.3	NUM
cana-5361	237	8	94	94	NUM
cana-5361	238	1	.2	.2	NUM
cana-5361	238	2	1	1	NUM
cana-5361	238	3	0	0	NUM
cana-5361	238	4	2	2	NUM
cana-5361	238	5	0	0	NUM
cana-5361	238	6	3	3	NUM
cana-5361	238	7	0	0	NUM
cana-5361	238	8	4	4	NUM
cana-5361	238	9	0	0	NUM
cana-5361	238	10	5	5	NUM
cana-5361	238	11	0	0	NUM
cana-5361	238	12	ann	ann	PROPN
cana-5361	238	13	dnn	dnn	PROPN
cana-5361	238	14	edl	edl	PROPN
cana-5361	238	15	shs	shs	PROPN
cana-5361	238	16	rnn	rnn	PROPN
cana-5361	238	17	nne	nne	PROPN
cana-5361	238	18	edcnn	edcnn	PROPN
cana-5361	238	19	0	0	NUM
cana-5361	238	20	20	20	NUM
cana-5361	238	21	40	40	NUM
cana-5361	238	22	60	60	NUM
cana-5361	238	23	80	80	NUM
cana-5361	238	24	100	100	NUM
cana-5361	238	25	120	120	NUM
cana-5361	238	26	10	10	NUM
cana-5361	238	27	20	20	NUM
cana-5361	238	28	30	30	NUM
cana-5361	238	29	40	40	NUM
cana-5361	238	30	50	50	NUM
cana-5361	238	31	efficiency	efficiency	NOUN
cana-5361	238	32	evaluation	evaluation	NOUN
cana-5361	238	33	ann	ann	PROPN
cana-5361	238	34	dnn	dnn	PROPN
cana-5361	238	35	edl	edl	PROPN
cana-5361	238	36	shs	shs	PROPN
cana-5361	238	37	rnn	rnn	PROPN
cana-5361	238	38	nne	nne	PROPN
cana-5361	238	39	edcnn	edcnn	PROPN
cana-5361	238	40	communications	communication	NOUN
cana-5361	238	41	on	on	ADP
cana-5361	238	42	applied	apply	VERB
cana-5361	238	43	nonlinear	nonlinear	ADJ
cana-5361	238	44	analysis	analysis	NOUN
cana-5361	238	45	issn	issn	NOUN
cana-5361	238	46	:	:	PUNCT
cana-5361	238	47	1074	1074	NUM
cana-5361	238	48	-	-	PUNCT
cana-5361	238	49	133x	133x	NUM
cana-5361	238	50	vol	vol	VERB
cana-5361	238	51	32	32	NUM
cana-5361	238	52	no	no	NOUN
cana-5361	238	53	.	.	PUNCT
cana-5361	239	1	10s	10	NOUN
cana-5361	239	2	(	(	PUNCT
cana-5361	239	3	2025	2025	NUM
cana-5361	239	4	)	)	PUNCT
cana-5361	239	5	1967	1967	NUM
cana-5361	239	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-5361	239	7	4.6	4.6	NUM
cana-5361	239	8	.	.	PUNCT
cana-5361	240	1	st	st	PROPN
cana-5361	240	2	segment	segment	PROPN
cana-5361	240	3	depression	depression	PROPN
cana-5361	240	4	st	st	PROPN
cana-5361	240	5	segment	segment	PROPN
cana-5361	240	6	depression	depression	NOUN
cana-5361	240	7	occurs	occur	VERB
cana-5361	240	8	because	because	SCONJ
cana-5361	240	9	when	when	SCONJ
cana-5361	240	10	the	the	DET
cana-5361	240	11	ventricle	ventricle	NOUN
cana-5361	240	12	is	be	AUX
cana-5361	240	13	at	at	ADP
cana-5361	240	14	rest	rest	NOUN
cana-5361	240	15	and	and	CCONJ
cana-5361	240	16	therefore	therefore	ADV
cana-5361	240	17	repolarized	repolarize	VERB
cana-5361	240	18	.	.	PUNCT
cana-5361	241	1	if	if	SCONJ
cana-5361	241	2	the	the	DET
cana-5361	241	3	trace	trace	NOUN
cana-5361	241	4	in	in	ADP
cana-5361	241	5	the	the	DET
cana-5361	241	6	st	st	PROPN
cana-5361	241	7	segment	segment	NOUN
cana-5361	241	8	is	be	AUX
cana-5361	241	9	abnormally	abnormally	ADV
cana-5361	241	10	low	low	ADJ
cana-5361	241	11	below	below	ADP
cana-5361	241	12	the	the	DET
cana-5361	241	13	baseline	baseline	NOUN
cana-5361	241	14	,	,	PUNCT
cana-5361	241	15	this	this	PRON
cana-5361	241	16	can	can	AUX
cana-5361	241	17	lead	lead	VERB
cana-5361	241	18	to	to	ADP
cana-5361	241	19	this	this	DET
cana-5361	241	20	heart	heart	NOUN
cana-5361	241	21	disease	disease	NOUN
cana-5361	241	22	.	.	PUNCT
cana-5361	242	1	this	this	PRON
cana-5361	242	2	is	be	AUX
cana-5361	242	3	supports	support	VERB
cana-5361	242	4	the	the	DET
cana-5361	242	5	plot	plot	NOUN
cana-5361	242	6	above	above	ADV
cana-5361	242	7	because	because	SCONJ
cana-5361	242	8	low	low	PROPN
cana-5361	242	9	st	st	PROPN
cana-5361	242	10	depression	depression	NOUN
cana-5361	242	11	yields	yield	VERB
cana-5361	242	12	people	people	NOUN
cana-5361	242	13	at	at	ADP
cana-5361	242	14	greater	great	ADJ
cana-5361	242	15	risk	risk	NOUN
cana-5361	242	16	for	for	ADP
cana-5361	242	17	heart	heart	NOUN
cana-5361	242	18	disease	disease	NOUN
cana-5361	242	19	.	.	PUNCT
cana-5361	243	1	while	while	SCONJ
cana-5361	243	2	a	a	DET
cana-5361	243	3	high	high	ADJ
cana-5361	243	4	st	st	NOUN
cana-5361	243	5	depression	depression	NOUN
cana-5361	243	6	is	be	AUX
cana-5361	243	7	considered	consider	VERB
cana-5361	243	8	normal	normal	ADJ
cana-5361	243	9	&	&	CCONJ
cana-5361	243	10	healthy	healthy	ADJ
cana-5361	243	11	.	.	PUNCT
cana-5361	244	1	the	the	DET
cana-5361	244	2	"	"	PUNCT
cana-5361	244	3	slope	slope	NOUN
cana-5361	244	4	"	"	PUNCT
cana-5361	244	5	hue	hue	NOUN
cana-5361	244	6	,	,	PUNCT
cana-5361	244	7	refers	refer	VERB
cana-5361	244	8	to	to	ADP
cana-5361	244	9	the	the	DET
cana-5361	244	10	peak	peak	NOUN
cana-5361	244	11	exercise	exercise	NOUN
cana-5361	244	12	st	st	PROPN
cana-5361	244	13	segment	segment	PROPN
cana-5361	244	14	,	,	PUNCT
cana-5361	244	15	with	with	ADP
cana-5361	244	16	values	value	NOUN
cana-5361	244	17	:	:	PUNCT
cana-5361	244	18	0	0	NUM
cana-5361	244	19	:	:	PUNCT
cana-5361	244	20	upsloping	upslope	VERB
cana-5361	244	21	,	,	PUNCT
cana-5361	244	22	1	1	NUM
cana-5361	244	23	:	:	PUNCT
cana-5361	244	24	flat	flat	ADJ
cana-5361	244	25	,	,	PUNCT
cana-5361	244	26	2	2	NUM
cana-5361	244	27	:	:	PUNCT
cana-5361	244	28	down	down	ADV
cana-5361	244	29	sloping	slope	VERB
cana-5361	244	30	)	)	PUNCT
cana-5361	244	31	.	.	PUNCT
cana-5361	245	1	both	both	DET
cana-5361	245	2	positive	positive	ADJ
cana-5361	245	3	&	&	CCONJ
cana-5361	245	4	negative	negative	ADJ
cana-5361	245	5	heart	heart	NOUN
cana-5361	245	6	disease	disease	NOUN
cana-5361	245	7	patients	patient	NOUN
cana-5361	245	8	exhibit	exhibit	VERB
cana-5361	245	9	equal	equal	ADJ
cana-5361	245	10	distributions	distribution	NOUN
cana-5361	245	11	of	of	ADP
cana-5361	245	12	the	the	DET
cana-5361	245	13	3	3	NUM
cana-5361	245	14	slope	slope	NOUN
cana-5361	245	15	categories	category	NOUN
cana-5361	245	16	.	.	PUNCT
cana-5361	246	1	fig	fig	PROPN
cana-5361	246	2	21	21	NUM
cana-5361	246	3	.	.	PUNCT
cana-5361	247	1	st	st	PROPN
cana-5361	247	2	segment	segment	PROPN
cana-5361	247	3	depression	depression	NOUN
cana-5361	247	4	.	.	PUNCT
cana-5361	248	1	fig	fig	NOUN
cana-5361	248	2	22	22	NUM
cana-5361	248	3	.	.	PUNCT
cana-5361	249	1	violin	violin	NOUN
cana-5361	249	2	plot	plot	NOUN
cana-5361	249	3	that	that	PRON
cana-5361	249	4	visualizes	visualize	VERB
cana-5361	249	5	the	the	DET
cana-5361	249	6	distribution	distribution	NOUN
cana-5361	249	7	of	of	ADP
cana-5361	249	8	thalach	thalach	ADJ
cana-5361	249	9	level	level	NOUN
cana-5361	249	10	communications	communication	NOUN
cana-5361	249	11	on	on	ADP
cana-5361	249	12	applied	apply	VERB
cana-5361	249	13	nonlinear	nonlinear	ADJ
cana-5361	249	14	analysis	analysis	NOUN
cana-5361	249	15	issn	issn	NOUN
cana-5361	249	16	:	:	PUNCT
cana-5361	249	17	1074	1074	NUM
cana-5361	249	18	-	-	PUNCT
cana-5361	249	19	133x	133x	NUM
cana-5361	249	20	vol	vol	VERB
cana-5361	249	21	32	32	NUM
cana-5361	249	22	no	no	NOUN
cana-5361	249	23	.	.	PUNCT
cana-5361	250	1	10s	10	NOUN
cana-5361	250	2	(	(	PUNCT
cana-5361	250	3	2025	2025	NUM
cana-5361	250	4	)	)	PUNCT
cana-5361	250	5	1968	1968	NUM
cana-5361	250	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-5361	250	7	fig-17	fig-17	ADP
cana-5361	250	8	violin	violin	NOUN
cana-5361	250	9	plot	plot	NOUN
cana-5361	250	10	that	that	PRON
cana-5361	250	11	visualizes	visualize	VERB
cana-5361	250	12	the	the	DET
cana-5361	250	13	distribution	distribution	NOUN
cana-5361	250	14	of	of	ADP
cana-5361	250	15	thalach	thalach	ADJ
cana-5361	250	16	level	level	NOUN
cana-5361	250	17	(	(	PUNCT
cana-5361	250	18	maximum	maximum	ADJ
cana-5361	250	19	heart	heart	NOUN
cana-5361	250	20	rate	rate	NOUN
cana-5361	250	21	achieved	achieve	VERB
cana-5361	250	22	)	)	PUNCT
cana-5361	250	23	against	against	ADP
cana-5361	250	24	heart	heart	NOUN
cana-5361	250	25	disease	disease	NOUN
cana-5361	250	26	target	target	NOUN
cana-5361	250	27	(	(	PUNCT
cana-5361	250	28	0	0	NUM
cana-5361	250	29	=	=	SYM
cana-5361	250	30	no	no	DET
cana-5361	250	31	disease	disease	NOUN
cana-5361	250	32	,	,	PUNCT
cana-5361	250	33	1	1	NUM
cana-5361	250	34	=	=	SYM
cana-5361	250	35	disease	disease	NOUN
cana-5361	250	36	)	)	PUNCT
cana-5361	250	37	while	while	SCONJ
cana-5361	250	38	distinguishing	distinguish	VERB
cana-5361	250	39	by	by	ADP
cana-5361	250	40	sex	sex	NOUN
cana-5361	250	41	(	(	PUNCT
cana-5361	250	42	0	0	NUM
cana-5361	250	43	=	=	SYM
cana-5361	250	44	female	female	NOUN
cana-5361	250	45	,	,	PUNCT
cana-5361	250	46	1	1	NUM
cana-5361	250	47	=	=	SYM
cana-5361	250	48	male	male	NOUN
cana-5361	250	49	)	)	PUNCT
cana-5361	250	50	•	•	NOUN
cana-5361	250	51	x	x	NOUN
cana-5361	250	52	-	-	NOUN
cana-5361	250	53	axis	axis	ADJ
cana-5361	250	54	(	(	PUNCT
cana-5361	250	55	heart	heart	NOUN
cana-5361	250	56	disease	disease	NOUN
cana-5361	250	57	target	target	NOUN
cana-5361	250	58	):	):	PUNCT
cana-5361	250	59	represents	represent	VERB
cana-5361	250	60	whether	whether	SCONJ
cana-5361	250	61	a	a	DET
cana-5361	250	62	person	person	NOUN
cana-5361	250	63	has	have	VERB
cana-5361	250	64	heart	heart	NOUN
cana-5361	250	65	disease	disease	NOUN
cana-5361	250	66	(	(	PUNCT
cana-5361	250	67	1	1	NUM
cana-5361	250	68	)	)	PUNCT
cana-5361	250	69	or	or	CCONJ
cana-5361	250	70	not	not	PART
cana-5361	250	71	(	(	PUNCT
cana-5361	250	72	0	0	NUM
cana-5361	250	73	)	)	PUNCT
cana-5361	250	74	.	.	PUNCT
cana-5361	251	1	•	•	NUM
cana-5361	251	2	y	y	NOUN
cana-5361	251	3	-	-	PUNCT
cana-5361	251	4	axis	axis	NOUN
cana-5361	251	5	(	(	PUNCT
cana-5361	251	6	thalach	thalach	NOUN
cana-5361	251	7	level	level	NOUN
cana-5361	251	8	):	):	PUNCT
cana-5361	251	9	represents	represent	VERB
cana-5361	251	10	the	the	DET
cana-5361	251	11	normalized	normalized	ADJ
cana-5361	251	12	or	or	CCONJ
cana-5361	251	13	scaled	scale	VERB
cana-5361	251	14	values	value	NOUN
cana-5361	251	15	of	of	ADP
cana-5361	251	16	maximum	maximum	ADJ
cana-5361	251	17	heart	heart	NOUN
cana-5361	251	18	rate	rate	NOUN
cana-5361	251	19	achieved	achieve	VERB
cana-5361	251	20	.	.	PUNCT
cana-5361	252	1	•	•	NUM
cana-5361	252	2	violin	violin	NOUN
cana-5361	252	3	plot	plot	NOUN
cana-5361	252	4	interpretation	interpretation	NOUN
cana-5361	252	5	:	:	PUNCT
cana-5361	252	6	➢	➢	VERB
cana-5361	252	7	the	the	DET
cana-5361	252	8	width	width	NOUN
cana-5361	252	9	of	of	ADP
cana-5361	252	10	each	each	DET
cana-5361	252	11	violin	violin	NOUN
cana-5361	252	12	represents	represent	VERB
cana-5361	252	13	the	the	DET
cana-5361	252	14	density	density	NOUN
cana-5361	252	15	of	of	ADP
cana-5361	252	16	data	datum	NOUN
cana-5361	252	17	points	point	NOUN
cana-5361	252	18	at	at	ADP
cana-5361	252	19	different	different	ADJ
cana-5361	252	20	values	value	NOUN
cana-5361	252	21	.	.	PUNCT
cana-5361	253	1	➢	➢	VERB
cana-5361	253	2	the	the	DET
cana-5361	253	3	internal	internal	ADJ
cana-5361	253	4	horizontal	horizontal	ADJ
cana-5361	253	5	lines	line	NOUN
cana-5361	253	6	represent	represent	VERB
cana-5361	253	7	quartiles	quartile	NOUN
cana-5361	253	8	(	(	PUNCT
cana-5361	253	9	median	median	ADJ
cana-5361	253	10	,	,	PUNCT
cana-5361	253	11	25th	25th	ADJ
cana-5361	253	12	,	,	PUNCT
cana-5361	253	13	and	and	CCONJ
cana-5361	253	14	75th	75th	ADJ
cana-5361	253	15	percentiles	percentile	NOUN
cana-5361	253	16	)	)	PUNCT
cana-5361	253	17	.	.	PUNCT
cana-5361	254	1	➢	➢	VERB
cana-5361	254	2	a	a	DET
cana-5361	254	3	wider	wide	ADJ
cana-5361	254	4	section	section	NOUN
cana-5361	254	5	in	in	ADP
cana-5361	254	6	the	the	DET
cana-5361	254	7	violin	violin	NOUN
cana-5361	254	8	means	mean	VERB
cana-5361	254	9	more	more	ADJ
cana-5361	254	10	data	datum	NOUN
cana-5361	254	11	points	point	NOUN
cana-5361	254	12	are	be	AUX
cana-5361	254	13	concentrated	concentrate	VERB
cana-5361	254	14	at	at	ADP
cana-5361	254	15	that	that	DET
cana-5361	254	16	value	value	NOUN
cana-5361	254	17	.	.	PUNCT
cana-5361	255	1	•	•	NOUN
cana-5361	255	2	color	color	NOUN
cana-5361	255	3	representation	representation	NOUN
cana-5361	255	4	(	(	PUNCT
cana-5361	255	5	sex	sex	NOUN
cana-5361	255	6	):	):	PUNCT
cana-5361	255	7	➢	➢	X
cana-5361	255	8	blue	blue	ADJ
cana-5361	255	9	(	(	PUNCT
cana-5361	255	10	0	0	NUM
cana-5361	255	11	)	)	PUNCT
cana-5361	255	12	represents	represent	VERB
cana-5361	255	13	females	female	NOUN
cana-5361	255	14	.	.	PUNCT
cana-5361	256	1	➢	➢	PROPN
cana-5361	256	2	orange	orange	PROPN
cana-5361	256	3	(	(	PUNCT
cana-5361	256	4	1	1	NUM
cana-5361	256	5	)	)	PUNCT
cana-5361	256	6	represents	represent	VERB
cana-5361	256	7	males	male	NOUN
cana-5361	256	8	.	.	PUNCT
cana-5361	257	1	1	1	X
cana-5361	257	2	.	.	X
cana-5361	257	3	thalach	thalach	NOUN
cana-5361	257	4	levels	level	NOUN
cana-5361	257	5	vary	vary	VERB
cana-5361	257	6	by	by	ADP
cana-5361	257	7	heart	heart	NOUN
cana-5361	257	8	disease	disease	NOUN
cana-5361	257	9	status	status	NOUN
cana-5361	257	10	:	:	PUNCT
cana-5361	257	11	➢	➢	VERB
cana-5361	257	12	people	people	NOUN
cana-5361	257	13	without	without	ADP
cana-5361	257	14	heart	heart	NOUN
cana-5361	257	15	disease	disease	NOUN
cana-5361	257	16	(	(	PUNCT
cana-5361	257	17	target	target	NOUN
cana-5361	257	18	=	=	SYM
cana-5361	257	19	0	0	X
cana-5361	257	20	)	)	PUNCT
cana-5361	257	21	tend	tend	VERB
cana-5361	257	22	to	to	PART
cana-5361	257	23	have	have	VERB
cana-5361	257	24	a	a	DET
cana-5361	257	25	wider	wide	ADJ
cana-5361	257	26	distribution	distribution	NOUN
cana-5361	257	27	of	of	ADP
cana-5361	257	28	thalach	thalach	NOUN
cana-5361	257	29	values	value	NOUN
cana-5361	257	30	.	.	PUNCT
cana-5361	258	1	➢	➢	VERB
cana-5361	258	2	people	people	NOUN
cana-5361	258	3	with	with	ADP
cana-5361	258	4	heart	heart	NOUN
cana-5361	258	5	disease	disease	NOUN
cana-5361	258	6	(	(	PUNCT
cana-5361	258	7	target	target	NOUN
cana-5361	258	8	=	=	SYM
cana-5361	258	9	1	1	X
cana-5361	258	10	)	)	PUNCT
cana-5361	258	11	seem	seem	VERB
cana-5361	258	12	to	to	PART
cana-5361	258	13	have	have	VERB
cana-5361	258	14	lower	low	ADJ
cana-5361	258	15	thalach	thalach	ADJ
cana-5361	258	16	values	value	NOUN
cana-5361	258	17	on	on	ADP
cana-5361	258	18	average	average	ADJ
cana-5361	258	19	.	.	PUNCT
cana-5361	259	1	2	2	X
cana-5361	259	2	.	.	X
cana-5361	259	3	sex	sex	NOUN
cana-5361	259	4	-	-	PUNCT
cana-5361	259	5	based	base	VERB
cana-5361	259	6	differences	difference	NOUN
cana-5361	259	7	:	:	PUNCT
cana-5361	259	8	➢	➢	NOUN
cana-5361	259	9	for	for	ADP
cana-5361	259	10	both	both	PRON
cana-5361	259	11	heart	heart	NOUN
cana-5361	259	12	disease	disease	NOUN
cana-5361	259	13	and	and	CCONJ
cana-5361	259	14	non	non	ADJ
cana-5361	259	15	-	-	ADJ
cana-5361	259	16	heart	heart	ADJ
cana-5361	259	17	disease	disease	NOUN
cana-5361	259	18	groups	group	NOUN
cana-5361	259	19	,	,	PUNCT
cana-5361	259	20	the	the	DET
cana-5361	259	21	distribution	distribution	NOUN
cana-5361	259	22	of	of	ADP
cana-5361	259	23	thalach	thalach	NOUN
cana-5361	259	24	differs	differ	NOUN
cana-5361	259	25	by	by	ADP
cana-5361	259	26	sex	sex	NOUN
cana-5361	259	27	.	.	PUNCT
cana-5361	260	1	➢	➢	NOUN
cana-5361	260	2	males	male	NOUN
cana-5361	260	3	(	(	PUNCT
cana-5361	260	4	orange	orange	ADJ
cana-5361	260	5	)	)	PUNCT
cana-5361	260	6	and	and	CCONJ
cana-5361	260	7	females	female	NOUN
cana-5361	260	8	(	(	PUNCT
cana-5361	260	9	blue	blue	ADJ
cana-5361	260	10	)	)	PUNCT
cana-5361	260	11	have	have	VERB
cana-5361	260	12	different	different	ADJ
cana-5361	260	13	density	density	NOUN
cana-5361	260	14	patterns	pattern	NOUN
cana-5361	260	15	.	.	PUNCT
cana-5361	261	1	fig	fig	NOUN
cana-5361	261	2	23	23	NUM
cana-5361	261	3	.	.	PUNCT
cana-5361	262	1	st	st	PROPN
cana-5361	262	2	depression	depression	PROPN
cana-5361	262	3	level	level	NOUN
cana-5361	262	4	vs	vs	ADP
cana-5361	262	5	heart	heart	NOUN
cana-5361	262	6	disease	disease	NOUN
cana-5361	262	7	communications	communication	NOUN
cana-5361	262	8	on	on	ADP
cana-5361	262	9	applied	apply	VERB
cana-5361	262	10	nonlinear	nonlinear	ADJ
cana-5361	262	11	analysis	analysis	NOUN
cana-5361	262	12	issn	issn	NOUN
cana-5361	262	13	:	:	PUNCT
cana-5361	262	14	1074	1074	NUM
cana-5361	262	15	-	-	PUNCT
cana-5361	262	16	133x	133x	NUM
cana-5361	262	17	vol	vol	VERB
cana-5361	262	18	32	32	NUM
cana-5361	262	19	no	no	NOUN
cana-5361	262	20	.	.	PUNCT
cana-5361	263	1	10s	10	NOUN
cana-5361	263	2	(	(	PUNCT
cana-5361	263	3	2025	2025	NUM
cana-5361	263	4	)	)	PUNCT
cana-5361	263	5	1969	1969	NUM
cana-5361	263	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-5361	264	1	this	this	PRON
cana-5361	264	2	is	be	AUX
cana-5361	264	3	a	a	DET
cana-5361	264	4	box	box	NOUN
cana-5361	264	5	plot	plot	NOUN
cana-5361	264	6	comparing	compare	VERB
cana-5361	264	7	in	in	ADP
cana-5361	264	8	fig	fig	NOUN
cana-5361	264	9	18	18	NUM
cana-5361	264	10	,	,	PUNCT
cana-5361	264	11	st	st	PROPN
cana-5361	264	12	depression	depression	PROPN
cana-5361	264	13	levels	level	NOUN
cana-5361	264	14	induced	induce	VERB
cana-5361	264	15	by	by	ADP
cana-5361	264	16	exercise	exercise	NOUN
cana-5361	264	17	relative	relative	ADJ
cana-5361	264	18	to	to	PART
cana-5361	264	19	rest	rest	VERB
cana-5361	264	20	with	with	ADP
cana-5361	264	21	the	the	DET
cana-5361	264	22	presence	presence	NOUN
cana-5361	264	23	or	or	CCONJ
cana-5361	264	24	absence	absence	NOUN
cana-5361	264	25	of	of	ADP
cana-5361	264	26	heart	heart	NOUN
cana-5361	264	27	disease	disease	NOUN
cana-5361	264	28	,	,	PUNCT
cana-5361	264	29	categorized	categorize	VERB
cana-5361	264	30	by	by	ADP
cana-5361	264	31	1	1	NUM
cana-5361	264	32	.	.	PUNCT
cana-5361	264	33	x	x	X
cana-5361	264	34	-	-	NOUN
cana-5361	264	35	axis	axis	ADJ
cana-5361	264	36	(	(	PUNCT
cana-5361	264	37	heart	heart	NOUN
cana-5361	264	38	disease	disease	NOUN
cana-5361	264	39	target	target	NOUN
cana-5361	264	40	):	):	PUNCT
cana-5361	264	41	➢	➢	NOUN
cana-5361	264	42	0	0	NUM
cana-5361	264	43	represents	represent	VERB
cana-5361	264	44	individuals	individual	NOUN
cana-5361	264	45	without	without	ADP
cana-5361	264	46	heart	heart	NOUN
cana-5361	264	47	disease	disease	NOUN
cana-5361	264	48	➢	➢	NOUN
cana-5361	264	49	1	1	NUM
cana-5361	264	50	represents	represent	VERB
cana-5361	264	51	individuals	individual	NOUN
cana-5361	264	52	with	with	ADP
cana-5361	264	53	heart	heart	NOUN
cana-5361	264	54	disease	disease	NOUN
cana-5361	264	55	2	2	NUM
cana-5361	264	56	.	.	X
cana-5361	264	57	y	y	NOUN
cana-5361	264	58	-	-	PUNCT
cana-5361	264	59	axis	axis	NOUN
cana-5361	264	60	(	(	PUNCT
cana-5361	264	61	st	st	PROPN
cana-5361	264	62	depression	depression	NOUN
cana-5361	264	63	level	level	NOUN
cana-5361	264	64	):	):	PUNCT
cana-5361	264	65	➢	➢	NOUN
cana-5361	264	66	measures	measure	NOUN
cana-5361	264	67	st	st	PROPN
cana-5361	264	68	depression	depression	NOUN
cana-5361	264	69	induced	induce	VERB
cana-5361	264	70	by	by	ADP
cana-5361	264	71	exercise	exercise	NOUN
cana-5361	264	72	(	(	PUNCT
cana-5361	264	73	a	a	DET
cana-5361	264	74	diagnostic	diagnostic	ADJ
cana-5361	264	75	indicator	indicator	NOUN
cana-5361	264	76	for	for	ADP
cana-5361	264	77	heart	heart	NOUN
cana-5361	264	78	conditions	condition	NOUN
cana-5361	264	79	)	)	PUNCT
cana-5361	264	80	.	.	PUNCT
cana-5361	265	1	3	3	X
cana-5361	265	2	.	.	X
cana-5361	265	3	box	box	NOUN
cana-5361	265	4	plot	plot	NOUN
cana-5361	265	5	representation	representation	NOUN
cana-5361	265	6	:	:	PUNCT
cana-5361	265	7	•	•	ADP
cana-5361	265	8	each	each	DET
cana-5361	265	9	box	box	NOUN
cana-5361	265	10	represents	represent	VERB
cana-5361	265	11	the	the	DET
cana-5361	265	12	interquartile	interquartile	ADJ
cana-5361	265	13	range	range	NOUN
cana-5361	265	14	(	(	PUNCT
cana-5361	265	15	iqr	iqr	NOUN
cana-5361	265	16	)	)	PUNCT
cana-5361	265	17	(	(	PUNCT
cana-5361	265	18	middle	middle	ADJ
cana-5361	265	19	50	50	NUM
cana-5361	265	20	%	%	NOUN
cana-5361	265	21	of	of	ADP
cana-5361	265	22	data	datum	NOUN
cana-5361	265	23	)	)	PUNCT
cana-5361	265	24	.	.	PUNCT
cana-5361	266	1	•	•	NUM
cana-5361	266	2	the	the	DET
cana-5361	266	3	horizontal	horizontal	ADJ
cana-5361	266	4	line	line	NOUN
cana-5361	266	5	within	within	ADP
cana-5361	266	6	the	the	DET
cana-5361	266	7	box	box	NOUN
cana-5361	266	8	is	be	AUX
cana-5361	266	9	the	the	DET
cana-5361	266	10	median	median	PROPN
cana-5361	266	11	st	st	PROPN
cana-5361	266	12	depression	depression	PROPN
cana-5361	266	13	level	level	NOUN
cana-5361	266	14	.	.	PUNCT
cana-5361	267	1	•	•	NOUN
cana-5361	267	2	the	the	DET
cana-5361	267	3	whiskers	whisker	NOUN
cana-5361	267	4	extend	extend	VERB
cana-5361	267	5	to	to	PART
cana-5361	267	6	show	show	VERB
cana-5361	267	7	the	the	DET
cana-5361	267	8	range	range	NOUN
cana-5361	267	9	of	of	ADP
cana-5361	267	10	data	datum	NOUN
cana-5361	267	11	(	(	PUNCT
cana-5361	267	12	excluding	exclude	VERB
cana-5361	267	13	outliers	outlier	NOUN
cana-5361	267	14	)	)	PUNCT
cana-5361	267	15	.	.	PUNCT
cana-5361	268	1	•	•	NUM
cana-5361	268	2	small	small	ADJ
cana-5361	268	3	circles	circle	NOUN
cana-5361	268	4	outside	outside	ADP
cana-5361	268	5	the	the	DET
cana-5361	268	6	whiskers	whisker	NOUN
cana-5361	268	7	represent	represent	VERB
cana-5361	268	8	outliers	outlier	NOUN
cana-5361	268	9	.	.	PUNCT
cana-5361	269	1	4	4	X
cana-5361	269	2	.	.	X
cana-5361	269	3	color	color	NOUN
cana-5361	269	4	legend	legend	NOUN
cana-5361	269	5	(	(	PUNCT
cana-5361	269	6	sex	sex	NOUN
cana-5361	269	7	):	):	PUNCT
cana-5361	269	8	•	•	X
cana-5361	269	9	blue	blue	ADJ
cana-5361	269	10	(	(	PUNCT
cana-5361	269	11	0	0	NUM
cana-5361	269	12	):	):	PUNCT
cana-5361	269	13	likely	likely	ADV
cana-5361	269	14	represents	represent	VERB
cana-5361	269	15	female	female	ADJ
cana-5361	269	16	participants	participant	NOUN
cana-5361	269	17	•	•	ADV
cana-5361	269	18	orange	orange	NOUN
cana-5361	269	19	(	(	PUNCT
cana-5361	269	20	1	1	NUM
cana-5361	269	21	):	):	PUNCT
cana-5361	269	22	likely	likely	ADV
cana-5361	269	23	represents	represent	VERB
cana-5361	269	24	male	male	ADJ
cana-5361	269	25	participants	participant	NOUN
cana-5361	269	26	•	•	ADP
cana-5361	269	27	individuals	individual	NOUN
cana-5361	269	28	with	with	ADP
cana-5361	269	29	heart	heart	NOUN
cana-5361	269	30	disease	disease	NOUN
cana-5361	269	31	(	(	PUNCT
cana-5361	269	32	1	1	X
cana-5361	269	33	)	)	PUNCT
cana-5361	269	34	tend	tend	VERB
cana-5361	269	35	to	to	PART
cana-5361	269	36	have	have	VERB
cana-5361	269	37	higher	high	ADJ
cana-5361	269	38	st	st	PROPN
cana-5361	269	39	depression	depression	NOUN
cana-5361	269	40	levels	level	NOUN
cana-5361	269	41	compared	compare	VERB
cana-5361	269	42	to	to	ADP
cana-5361	269	43	those	those	PRON
cana-5361	269	44	without	without	ADP
cana-5361	269	45	heart	heart	NOUN
cana-5361	269	46	disease	disease	NOUN
cana-5361	269	47	(	(	PUNCT
cana-5361	269	48	0	0	NUM
cana-5361	269	49	)	)	PUNCT
cana-5361	269	50	.	.	PUNCT
cana-5361	270	1	•	•	NUM
cana-5361	270	2	variation	variation	NOUN
cana-5361	270	3	in	in	ADP
cana-5361	270	4	st	st	PROPN
cana-5361	270	5	depression	depression	NOUN
cana-5361	270	6	is	be	AUX
cana-5361	270	7	seen	see	VERB
cana-5361	270	8	across	across	ADP
cana-5361	270	9	both	both	DET
cana-5361	270	10	sexes	sex	NOUN
cana-5361	270	11	,	,	PUNCT
cana-5361	270	12	but	but	CCONJ
cana-5361	270	13	males	male	NOUN
cana-5361	270	14	(	(	PUNCT
cana-5361	270	15	orange	orange	ADJ
cana-5361	270	16	)	)	PUNCT
cana-5361	270	17	generally	generally	ADV
cana-5361	270	18	have	have	VERB
cana-5361	270	19	a	a	DET
cana-5361	270	20	wider	wide	ADJ
cana-5361	270	21	range	range	NOUN
cana-5361	270	22	of	of	ADP
cana-5361	270	23	values	value	NOUN
cana-5361	270	24	.	.	PUNCT
cana-5361	271	1	•	•	NOUN
cana-5361	271	2	some	some	DET
cana-5361	271	3	outliers	outlier	NOUN
cana-5361	271	4	exist	exist	VERB
cana-5361	271	5	,	,	PUNCT
cana-5361	271	6	suggesting	suggest	VERB
cana-5361	271	7	a	a	DET
cana-5361	271	8	few	few	ADJ
cana-5361	271	9	individuals	individual	NOUN
cana-5361	271	10	had	have	VERB
cana-5361	271	11	significantly	significantly	ADV
cana-5361	271	12	different	different	ADJ
cana-5361	271	13	st	st	PROPN
cana-5361	271	14	depression	depression	NOUN
cana-5361	271	15	levels	level	NOUN
cana-5361	271	16	compared	compare	VERB
cana-5361	271	17	to	to	ADP
cana-5361	271	18	the	the	DET
cana-5361	271	19	major	major	ADJ
cana-5361	271	20	.	.	PUNCT
cana-5361	272	1	higher	high	ADJ
cana-5361	272	2	st	st	PROPN
cana-5361	272	3	depression	depression	NOUN
cana-5361	272	4	levels	level	NOUN
cana-5361	272	5	may	may	AUX
cana-5361	272	6	indicate	indicate	VERB
cana-5361	272	7	greater	great	ADJ
cana-5361	272	8	stress	stress	NOUN
cana-5361	272	9	on	on	ADP
cana-5361	272	10	the	the	DET
cana-5361	272	11	heart	heart	NOUN
cana-5361	272	12	during	during	ADP
cana-5361	272	13	exercise	exercise	NOUN
cana-5361	272	14	,	,	PUNCT
cana-5361	272	15	which	which	PRON
cana-5361	272	16	could	could	AUX
cana-5361	272	17	be	be	AUX
cana-5361	272	18	a	a	DET
cana-5361	272	19	risk	risk	NOUN
cana-5361	272	20	factor	factor	NOUN
cana-5361	272	21	for	for	ADP
cana-5361	272	22	heart	heart	NOUN
cana-5361	272	23	disease	disease	NOUN
cana-5361	272	24	.	.	PUNCT
cana-5361	273	1	this	this	DET
cana-5361	273	2	box	box	PROPN
cana-5361	273	3	plot	plot	NOUN
cana-5361	273	4	helps	help	VERB
cana-5361	273	5	visualize	visualize	VERB
cana-5361	273	6	differences	difference	NOUN
cana-5361	273	7	between	between	ADP
cana-5361	273	8	those	those	PRON
cana-5361	273	9	with	with	ADP
cana-5361	273	10	and	and	CCONJ
cana-5361	273	11	without	without	ADP
cana-5361	273	12	heart	heart	NOUN
cana-5361	273	13	disease	disease	NOUN
cana-5361	273	14	and	and	CCONJ
cana-5361	273	15	highlights	highlight	VERB
cana-5361	273	16	potential	potential	ADJ
cana-5361	273	17	differences	difference	NOUN
cana-5361	273	18	between	between	ADP
cana-5361	273	19	sexes	sex	NOUN
cana-5361	273	20	.	.	PUNCT
cana-5361	274	1	positive	positive	ADJ
cana-5361	274	2	patients	patient	NOUN
cana-5361	274	3	exhibit	exhibit	VERB
cana-5361	274	4	a	a	DET
cana-5361	274	5	heightened	heightened	ADJ
cana-5361	274	6	median	median	NOUN
cana-5361	274	7	for	for	ADP
cana-5361	274	8	st	st	PROPN
cana-5361	274	9	depression	depression	PROPN
cana-5361	274	10	level	level	NOUN
cana-5361	274	11	,	,	PUNCT
cana-5361	274	12	while	while	SCONJ
cana-5361	274	13	negative	negative	ADJ
cana-5361	274	14	patients	patient	NOUN
cana-5361	274	15	have	have	VERB
cana-5361	274	16	lower	low	ADJ
cana-5361	274	17	levels	level	NOUN
cana-5361	274	18	.	.	PUNCT
cana-5361	275	1	in	in	ADP
cana-5361	275	2	addition	addition	NOUN
cana-5361	275	3	,	,	PUNCT
cana-5361	275	4	we	we	PRON
cana-5361	275	5	do	do	AUX
cana-5361	275	6	n’t	not	PART
cana-5361	275	7	see	see	VERB
cana-5361	275	8	many	many	ADJ
cana-5361	275	9	differences	difference	NOUN
cana-5361	275	10	between	between	ADP
cana-5361	275	11	male	male	ADJ
cana-5361	275	12	&	&	CCONJ
cana-5361	275	13	female	female	ADJ
cana-5361	275	14	target	target	NOUN
cana-5361	275	15	outcomes	outcome	NOUN
cana-5361	275	16	,	,	PUNCT
cana-5361	275	17	expect	expect	VERB
cana-5361	275	18	for	for	ADP
cana-5361	275	19	the	the	DET
cana-5361	275	20	fact	fact	NOUN
cana-5361	275	21	that	that	SCONJ
cana-5361	275	22	males	male	NOUN
cana-5361	275	23	have	have	AUX
cana-5361	275	24	slightly	slightly	ADV
cana-5361	275	25	larger	large	ADJ
cana-5361	275	26	ranges	range	NOUN
cana-5361	275	27	of	of	ADP
cana-5361	275	28	st	st	NOUN
cana-5361	275	29	depression	depression	NOUN
cana-5361	275	30	.	.	PUNCT
cana-5361	276	1	4.7.filtering	4.7.filtering	NUM
cana-5361	276	2	data	datum	NOUN
cana-5361	276	3	by	by	ADP
cana-5361	276	4	positive	positive	ADJ
cana-5361	276	5	&	&	CCONJ
cana-5361	276	6	negative	negative	ADJ
cana-5361	276	7	heart	heart	NOUN
cana-5361	276	8	disease	disease	NOUN
cana-5361	276	9	patient	patient	VERB
cana-5361	276	10	table-3	table-3	NUM
cana-5361	276	11	filtering	filter	VERB
cana-5361	276	12	data	datum	NOUN
cana-5361	276	13	by	by	ADP
cana-5361	276	14	positive	positive	ADJ
cana-5361	276	15	&	&	CCONJ
cana-5361	276	16	negative	negative	ADJ
cana-5361	276	17	heart	heart	NOUN
cana-5361	276	18	disease	disease	NOUN
cana-5361	276	19	patient	patient	PROPN
cana-5361	276	20	ind	ind	NOUN
cana-5361	276	21	ex	ex	ADP
cana-5361	276	22	a	a	DET
cana-5361	276	23	ge	ge	PROPN
cana-5361	276	24	se	se	PROPN
cana-5361	276	25	x	x	PROPN
cana-5361	276	26	cp	cp	PROPN
cana-5361	276	27	tre	tre	PROPN
cana-5361	276	28	stb	stb	PROPN
cana-5361	276	29	ps	ps	PROPN
cana-5361	276	30	cho	cho	PROPN
cana-5361	276	31	l	l	PROPN
cana-5361	276	32	fbs	fbs	PROPN
cana-5361	276	33	res	re	NOUN
cana-5361	276	34	tec	tec	PROPN
cana-5361	276	35	g	g	PROPN
cana-5361	276	36	thal	thal	PROPN
cana-5361	276	37	ach	ach	PROPN
cana-5361	276	38	exan	exan	PROPN
cana-5361	276	39	g	g	PROPN
cana-5361	276	40	oldp	oldp	PROPN
cana-5361	276	41	eak	eak	PROPN
cana-5361	276	42	slope	slope	NOUN
cana-5361	276	43	ca	can	AUX
cana-5361	276	44	thal	thal	VERB
cana-5361	276	45	tar	tar	PROPN
cana-5361	276	46	get	get	NOUN
cana-5361	276	47	cou	cou	NOUN
cana-5361	276	48	nt	not	PART
cana-5361	276	49	1	1	NUM
cana-5361	276	50	6	6	NUM
cana-5361	276	51	5	5	NUM
cana-5361	276	52	.	.	NOUN
cana-5361	276	53	0	0	NUM
cana-5361	276	54	1	1	NUM
cana-5361	276	55	6	6	NUM
cana-5361	276	56	5	5	NUM
cana-5361	276	57	.	.	NOUN
cana-5361	276	58	0	0	NUM
cana-5361	277	1	165	165	NUM
cana-5361	277	2	.	.	NOUN
cana-5361	277	3	0	0	NUM
cana-5361	278	1	165	165	NUM
cana-5361	278	2	.0	.0	NUM
cana-5361	278	3	165	165	NUM
cana-5361	278	4	.0	.0	NUM
cana-5361	278	5	16	16	NUM
cana-5361	278	6	5.0	5.0	NUM
cana-5361	278	7	165	165	NUM
cana-5361	278	8	.0	.0	NUM
cana-5361	278	9	165	165	NUM
cana-5361	278	10	.	.	PUNCT
cana-5361	278	11	0	0	NUM
cana-5361	278	12	165	165	NUM
cana-5361	278	13	.	.	NOUN
cana-5361	278	14	0	0	NUM
cana-5361	278	15	165	165	NUM
cana-5361	278	16	.	.	NOUN
cana-5361	278	17	0	0	NUM
cana-5361	279	1	165.0	165.0	NUM
cana-5361	279	2	165	165	NUM
cana-5361	279	3	.0	.0	NUM
cana-5361	279	4	165	165	NUM
cana-5361	279	5	.	.	PUNCT
cana-5361	279	6	0	0	NUM
cana-5361	280	1	165	165	NUM
cana-5361	280	2	.0	.0	NUM
cana-5361	280	3	communications	communication	NOUN
cana-5361	280	4	on	on	ADP
cana-5361	280	5	applied	apply	VERB
cana-5361	280	6	nonlinear	nonlinear	ADJ
cana-5361	280	7	analysis	analysis	NOUN
cana-5361	280	8	issn	issn	NOUN
cana-5361	280	9	:	:	PUNCT
cana-5361	280	10	1074	1074	NUM
cana-5361	280	11	-	-	PUNCT
cana-5361	280	12	133x	133x	NUM
cana-5361	280	13	vol	vol	VERB
cana-5361	280	14	32	32	NUM
cana-5361	280	15	no	no	NOUN
cana-5361	280	16	.	.	PUNCT
cana-5361	281	1	10s	10	NOUN
cana-5361	281	2	(	(	PUNCT
cana-5361	281	3	2025	2025	NUM
cana-5361	281	4	)	)	PUNCT
cana-5361	281	5	1970	1970	NUM
cana-5361	282	1	https://internationalpubls.com	https://internationalpubls.com	X
cana-5361	282	2	ind	ind	NOUN
cana-5361	282	3	ex	ex	X
cana-5361	282	4	a	a	DET
cana-5361	282	5	ge	ge	PROPN
cana-5361	282	6	se	se	PROPN
cana-5361	282	7	x	x	PROPN
cana-5361	282	8	cp	cp	PROPN
cana-5361	282	9	tre	tre	PROPN
cana-5361	282	10	stb	stb	PROPN
cana-5361	282	11	ps	ps	PROPN
cana-5361	282	12	cho	cho	PROPN
cana-5361	282	13	l	l	PROPN
cana-5361	282	14	fbs	fbs	PROPN
cana-5361	282	15	res	re	NOUN
cana-5361	282	16	tec	tec	PROPN
cana-5361	282	17	g	g	PROPN
cana-5361	282	18	thal	thal	PROPN
cana-5361	282	19	ach	ach	PROPN
cana-5361	282	20	exan	exan	PROPN
cana-5361	282	21	g	g	PROPN
cana-5361	282	22	oldp	oldp	PROPN
cana-5361	282	23	eak	eak	PROPN
cana-5361	282	24	slope	slope	NOUN
cana-5361	282	25	ca	can	AUX
cana-5361	282	26	thal	thal	VERB
cana-5361	282	27	tar	tar	NOUN
cana-5361	282	28	get	get	VERB
cana-5361	282	29	me	i	PRON
cana-5361	282	30	an	an	DET
cana-5361	282	31	5	5	NUM
cana-5361	282	32	2	2	NUM
cana-5361	282	33	.	.	NOUN
cana-5361	282	34	4	4	NUM
cana-5361	282	35	9	9	NUM
cana-5361	282	36	6	6	NUM
cana-5361	282	37	9	9	NUM
cana-5361	282	38	6	6	NUM
cana-5361	282	39	9	9	NUM
cana-5361	282	40	6	6	NUM
cana-5361	282	41	9	9	NUM
cana-5361	282	42	6	6	NUM
cana-5361	282	43	9	9	NUM
cana-5361	282	44	6	6	NUM
cana-5361	282	45	9	9	NUM
cana-5361	282	46	7	7	NUM
cana-5361	282	47	0	0	NUM
cana-5361	282	48	.	.	NOUN
cana-5361	282	49	5	5	NUM
cana-5361	282	50	6	6	NUM
cana-5361	282	51	3	3	NUM
cana-5361	282	52	6	6	NUM
cana-5361	282	53	3	3	NUM
cana-5361	282	54	6	6	NUM
cana-5361	282	55	3	3	NUM
cana-5361	282	56	6	6	NUM
cana-5361	282	57	3	3	NUM
cana-5361	282	58	6	6	NUM
cana-5361	282	59	3	3	NUM
cana-5361	282	60	6	6	NUM
cana-5361	282	61	3	3	NUM
cana-5361	282	62	6	6	NUM
cana-5361	282	63	3	3	NUM
cana-5361	282	64	6	6	NUM
cana-5361	282	65	1.37	1.37	NUM
cana-5361	282	66	5757	5757	NUM
cana-5361	282	67	5757	5757	NUM
cana-5361	282	68	5757	5757	NUM
cana-5361	282	69	57	57	NUM
cana-5361	282	70	129	129	NUM
cana-5361	282	71	.30	.30	NUM
cana-5361	282	72	303	303	NUM
cana-5361	282	73	030	030	NUM
cana-5361	282	74	303	303	NUM
cana-5361	282	75	03	03	NUM
cana-5361	282	76	242	242	NUM
cana-5361	282	77	.23	.23	NUM
cana-5361	282	78	030	030	NUM
cana-5361	282	79	303	303	NUM
cana-5361	282	80	030	030	NUM
cana-5361	282	81	302	302	NUM
cana-5361	282	82	0.1	0.1	NUM
cana-5361	282	83	39	39	NUM
cana-5361	282	84	39	39	NUM
cana-5361	282	85	39	39	NUM
cana-5361	282	86	39	39	NUM
cana-5361	282	87	39	39	NUM
cana-5361	282	88	39	39	NUM
cana-5361	282	89	39	39	NUM
cana-5361	282	90	4	4	NUM
cana-5361	282	91	0.5	0.5	NUM
cana-5361	282	92	939	939	NUM
cana-5361	282	93	393	393	NUM
cana-5361	282	94	939	939	NUM
cana-5361	282	95	393	393	NUM
cana-5361	282	96	94	94	NUM
cana-5361	282	97	158	158	NUM
cana-5361	282	98	.	.	PUNCT
cana-5361	283	1	4666	4666	NUM
cana-5361	283	2	6666	6666	NUM
cana-5361	283	3	6666	6666	NUM
cana-5361	283	4	67	67	NUM
cana-5361	283	5	0.13	0.13	NUM
cana-5361	283	6	9393	9393	NUM
cana-5361	283	7	9393	9393	NUM
cana-5361	283	8	9393	9393	NUM
cana-5361	283	9	94	94	NUM
cana-5361	283	10	0.58	0.58	NUM
cana-5361	283	11	3030	3030	NUM
cana-5361	283	12	3030	3030	NUM
cana-5361	283	13	3030	3030	NUM
cana-5361	283	14	3	3	NUM
cana-5361	283	15	1.5939	1.5939	NUM
cana-5361	283	16	39393	39393	NUM
cana-5361	283	17	93939	93939	NUM
cana-5361	283	18	4	4	NUM
cana-5361	283	19	0.3	0.3	NUM
cana-5361	283	20	636	636	NUM
cana-5361	283	21	363	363	NUM
cana-5361	283	22	636	636	NUM
cana-5361	283	23	363	363	NUM
cana-5361	283	24	636	636	NUM
cana-5361	283	25	5	5	NUM
cana-5361	283	26	2.12	2.12	NUM
cana-5361	283	27	1212	1212	NUM
cana-5361	283	28	1212	1212	NUM
cana-5361	283	29	1212	1212	NUM
cana-5361	283	30	1	1	NUM
cana-5361	283	31	1.0	1.0	NUM
cana-5361	283	32	std	std	NOUN
cana-5361	283	33	9	9	NUM
cana-5361	283	34	.	.	NOUN
cana-5361	283	35	5	5	NUM
cana-5361	283	36	5	5	NUM
cana-5361	283	37	0	0	NUM
cana-5361	283	38	6	6	NUM
cana-5361	283	39	5	5	NUM
cana-5361	283	40	0	0	NUM
cana-5361	283	41	7	7	NUM
cana-5361	283	42	5	5	NUM
cana-5361	283	43	1	1	NUM
cana-5361	283	44	9	9	NUM
cana-5361	283	45	4	4	NUM
cana-5361	283	46	6	6	NUM
cana-5361	283	47	7	7	NUM
cana-5361	283	48	7	7	NUM
cana-5361	283	49	8	8	NUM
cana-5361	283	50	0	0	NUM
cana-5361	283	51	.	.	NOUN
cana-5361	283	52	4	4	NUM
cana-5361	283	53	9	9	NUM
cana-5361	283	54	7	7	NUM
cana-5361	283	55	4	4	NUM
cana-5361	283	56	4	4	NUM
cana-5361	283	57	3	3	NUM
cana-5361	283	58	5	5	NUM
cana-5361	283	59	7	7	NUM
cana-5361	283	60	5	5	NUM
cana-5361	283	61	5	5	NUM
cana-5361	283	62	5	5	NUM
cana-5361	283	63	8	8	NUM
cana-5361	283	64	8	8	NUM
cana-5361	283	65	2	2	NUM
cana-5361	283	66	1	1	NUM
cana-5361	283	67	5	5	NUM
cana-5361	283	68	7	7	NUM
cana-5361	283	69	0.95	0.95	NUM
cana-5361	283	70	2221	2221	NUM
cana-5361	283	71	5049	5049	NUM
cana-5361	283	72	7175	7175	NUM
cana-5361	283	73	42	42	NUM
cana-5361	283	74	16	16	NUM
cana-5361	283	75	.	.	PUNCT
cana-5361	284	1	169	169	NUM
cana-5361	284	2	613	613	NUM
cana-5361	284	3	266	266	NUM
cana-5361	284	4	874	874	NUM
cana-5361	284	5	87	87	NUM
cana-5361	284	6	53	53	NUM
cana-5361	284	7	.	.	PUNCT
cana-5361	285	1	552	552	NUM
cana-5361	285	2	871	871	NUM
cana-5361	285	3	554	554	NUM
cana-5361	285	4	538	538	NUM
cana-5361	285	5	35	35	NUM
cana-5361	285	6	0.3	0.3	NUM
cana-5361	285	7	47	47	NUM
cana-5361	285	8	41	41	NUM
cana-5361	285	9	15	15	NUM
cana-5361	285	10	02	02	NUM
cana-5361	285	11	97	97	NUM
cana-5361	285	12	89	89	NUM
cana-5361	285	13	16	16	NUM
cana-5361	285	14	43	43	NUM
cana-5361	285	15	0.5	0.5	NUM
cana-5361	285	16	048	048	NUM
cana-5361	285	17	178	178	NUM
cana-5361	285	18	818	818	NUM
cana-5361	285	19	796	796	NUM
cana-5361	285	20	776	776	NUM
cana-5361	285	21	19.1	19.1	NUM
cana-5361	285	22	7427	7427	NUM
cana-5361	285	23	5619	5619	NUM
cana-5361	285	24	3931	3931	NUM
cana-5361	285	25	68	68	NUM
cana-5361	285	26	0.34	0.34	NUM
cana-5361	285	27	7411	7411	NUM
cana-5361	285	28	5029	5029	NUM
cana-5361	285	29	7891	7891	NUM
cana-5361	285	30	62	62	NUM
cana-5361	285	31	0.78	0.78	NUM
cana-5361	285	32	0683	0683	NUM
cana-5361	285	33	2719	2719	NUM
cana-5361	285	34	0182	0182	NUM
cana-5361	285	35	98	98	NUM
cana-5361	285	36	0.5936	0.5936	NUM
cana-5361	285	37	34626	34626	NUM
cana-5361	285	38	24348	24348	NUM
cana-5361	285	39	34	34	NUM
cana-5361	285	40	0.8	0.8	NUM
cana-5361	285	41	488	488	NUM
cana-5361	285	42	938	938	NUM
cana-5361	285	43	935	935	NUM
cana-5361	285	44	886	886	NUM
cana-5361	285	45	28	28	NUM
cana-5361	285	46	0.46	0.46	NUM
cana-5361	285	47	5752	5752	NUM
cana-5361	285	48	4568	4568	NUM
cana-5361	285	49	6060	6060	NUM
cana-5361	285	50	823	823	NUM
cana-5361	285	51	0.0	0.0	NUM
cana-5361	285	52	mi	mi	PROPN
cana-5361	285	53	n	n	PROPN
cana-5361	285	54	2	2	NUM
cana-5361	285	55	9	9	NUM
cana-5361	285	56	.	.	NOUN
cana-5361	285	57	0	0	NUM
cana-5361	285	58	0	0	NUM
cana-5361	285	59	.	.	NOUN
cana-5361	285	60	0	0	NUM
cana-5361	285	61	0.0	0.0	NUM
cana-5361	285	62	94	94	NUM
cana-5361	285	63	.	.	PUNCT
cana-5361	285	64	0	0	NUM
cana-5361	285	65	126	126	NUM
cana-5361	285	66	.0	.0	NUM
cana-5361	285	67	0.0	0.0	NUM
cana-5361	285	68	0.0	0.0	NUM
cana-5361	285	69	96.0	96.0	NUM
cana-5361	285	70	0.0	0.0	NUM
cana-5361	285	71	0.0	0.0	NUM
cana-5361	285	72	0.0	0.0	NUM
cana-5361	285	73	0.0	0.0	NUM
cana-5361	285	74	0.0	0.0	NUM
cana-5361	285	75	1.0	1.0	NUM
cana-5361	285	76	communications	communication	NOUN
cana-5361	285	77	on	on	ADP
cana-5361	285	78	applied	apply	VERB
cana-5361	285	79	nonlinear	nonlinear	ADJ
cana-5361	285	80	analysis	analysis	NOUN
cana-5361	285	81	issn	issn	NOUN
cana-5361	285	82	:	:	PUNCT
cana-5361	285	83	1074	1074	NUM
cana-5361	285	84	-	-	PUNCT
cana-5361	285	85	133x	133x	NUM
cana-5361	285	86	vol	vol	VERB
cana-5361	285	87	32	32	NUM
cana-5361	285	88	no	no	NOUN
cana-5361	285	89	.	.	PUNCT
cana-5361	286	1	10s	10	NOUN
cana-5361	286	2	(	(	PUNCT
cana-5361	286	3	2025	2025	NUM
cana-5361	286	4	)	)	PUNCT
cana-5361	286	5	1971	1971	NUM
cana-5361	286	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-5361	286	7	ind	ind	NOUN
cana-5361	286	8	ex	ex	X
cana-5361	286	9	a	a	DET
cana-5361	286	10	ge	ge	PROPN
cana-5361	286	11	se	se	PROPN
cana-5361	286	12	x	x	PROPN
cana-5361	286	13	cp	cp	PROPN
cana-5361	286	14	tre	tre	PROPN
cana-5361	286	15	stb	stb	PROPN
cana-5361	286	16	ps	ps	PROPN
cana-5361	286	17	cho	cho	PROPN
cana-5361	286	18	l	l	PROPN
cana-5361	286	19	fbs	fbs	PROPN
cana-5361	286	20	res	re	NOUN
cana-5361	286	21	tec	tec	PROPN
cana-5361	286	22	g	g	PROPN
cana-5361	286	23	thal	thal	PROPN
cana-5361	286	24	ach	ach	PROPN
cana-5361	286	25	exan	exan	PROPN
cana-5361	286	26	g	g	PROPN
cana-5361	286	27	oldp	oldp	PROPN
cana-5361	286	28	eak	eak	PROPN
cana-5361	286	29	slope	slope	NOUN
cana-5361	286	30	ca	can	AUX
cana-5361	286	31	thal	thal	VERB
cana-5361	286	32	tar	tar	PROPN
cana-5361	286	33	get	get	VERB
cana-5361	286	34	25	25	NUM
cana-5361	286	35	%	%	NOUN
cana-5361	286	36	4	4	NUM
cana-5361	286	37	4	4	NUM
cana-5361	286	38	.	.	NOUN
cana-5361	286	39	0	0	NUM
cana-5361	286	40	0	0	NUM
cana-5361	286	41	.	.	NOUN
cana-5361	286	42	0	0	NUM
cana-5361	287	1	1.0	1.0	NUM
cana-5361	287	2	120	120	NUM
cana-5361	287	3	.0	.0	NUM
cana-5361	287	4	208	208	NUM
cana-5361	287	5	.0	.0	NUM
cana-5361	287	6	0.0	0.0	NUM
cana-5361	287	7	0.0	0.0	NUM
cana-5361	287	8	149	149	NUM
cana-5361	287	9	.	.	PUNCT
cana-5361	287	10	0	0	NUM
cana-5361	288	1	0.0	0.0	NUM
cana-5361	288	2	0.0	0.0	NUM
cana-5361	288	3	1.0	1.0	NUM
cana-5361	288	4	0.0	0.0	NUM
cana-5361	288	5	2.0	2.0	NUM
cana-5361	288	6	1.0	1.0	NUM
cana-5361	288	7	50	50	NUM
cana-5361	288	8	%	%	NOUN
cana-5361	288	9	5	5	NUM
cana-5361	288	10	2	2	NUM
cana-5361	288	11	.	.	NOUN
cana-5361	288	12	0	0	NUM
cana-5361	289	1	1	1	NUM
cana-5361	289	2	.	.	NUM
cana-5361	289	3	0	0	NUM
cana-5361	290	1	2.0	2.0	NUM
cana-5361	290	2	130	130	NUM
cana-5361	290	3	.0	.0	NUM
cana-5361	290	4	234	234	NUM
cana-5361	290	5	.0	.0	NUM
cana-5361	290	6	0.0	0.0	NUM
cana-5361	290	7	1.0	1.0	NUM
cana-5361	290	8	161	161	NUM
cana-5361	290	9	.	.	PUNCT
cana-5361	290	10	0	0	NUM
cana-5361	290	11	0.0	0.0	NUM
cana-5361	290	12	0.2	0.2	NUM
cana-5361	290	13	2.0	2.0	NUM
cana-5361	290	14	0.0	0.0	NUM
cana-5361	290	15	2.0	2.0	NUM
cana-5361	290	16	1.0	1.0	NUM
cana-5361	290	17	75	75	NUM
cana-5361	290	18	%	%	NOUN
cana-5361	290	19	5	5	NUM
cana-5361	290	20	9	9	NUM
cana-5361	290	21	.	.	NOUN
cana-5361	290	22	0	0	NUM
cana-5361	291	1	1	1	NUM
cana-5361	291	2	.	.	NUM
cana-5361	291	3	0	0	NUM
cana-5361	292	1	2.0	2.0	NUM
cana-5361	292	2	140	140	NUM
cana-5361	292	3	.0	.0	NUM
cana-5361	292	4	267	267	NUM
cana-5361	292	5	.0	.0	NUM
cana-5361	292	6	0.0	0.0	NUM
cana-5361	292	7	1.0	1.0	NUM
cana-5361	292	8	172	172	NUM
cana-5361	292	9	.	.	PUNCT
cana-5361	292	10	0	0	NUM
cana-5361	292	11	0.0	0.0	NUM
cana-5361	292	12	1.0	1.0	NUM
cana-5361	292	13	2.0	2.0	NUM
cana-5361	292	14	0.0	0.0	NUM
cana-5361	292	15	2.0	2.0	NUM
cana-5361	292	16	1.0	1.0	NUM
cana-5361	292	17	ma	ma	NOUN
cana-5361	292	18	x	x	PROPN
cana-5361	292	19	7	7	NUM
cana-5361	292	20	6	6	NUM
cana-5361	292	21	.	.	NOUN
cana-5361	292	22	0	0	NUM
cana-5361	293	1	1	1	NUM
cana-5361	293	2	.	.	NOUN
cana-5361	293	3	0	0	NUM
cana-5361	294	1	3.0	3.0	NUM
cana-5361	294	2	180	180	NUM
cana-5361	294	3	.0	.0	NUM
cana-5361	294	4	564	564	NUM
cana-5361	294	5	.0	.0	NUM
cana-5361	294	6	1.0	1.0	NUM
cana-5361	294	7	2.0	2.0	NUM
cana-5361	294	8	202	202	NUM
cana-5361	294	9	.	.	PUNCT
cana-5361	294	10	0	0	NUM
cana-5361	294	11	1.0	1.0	NUM
cana-5361	294	12	4.2	4.2	NUM
cana-5361	294	13	2.0	2.0	NUM
cana-5361	294	14	4.0	4.0	NUM
cana-5361	294	15	3.0	3.0	NUM
cana-5361	294	16	1.0	1.0	NUM
cana-5361	294	17	it	it	PRON
cana-5361	294	18	looks	look	VERB
cana-5361	294	19	like	like	SCONJ
cana-5361	294	20	you	you	PRON
cana-5361	294	21	have	have	VERB
cana-5361	294	22	a	a	DET
cana-5361	294	23	dataset	dataset	ADJ
cana-5361	294	24	summarizing	summarize	VERB
cana-5361	294	25	heart	heart	NOUN
cana-5361	294	26	disease	disease	NOUN
cana-5361	294	27	patients	patient	NOUN
cana-5361	294	28	with	with	ADP
cana-5361	294	29	various	various	ADJ
cana-5361	294	30	medical	medical	ADJ
cana-5361	294	31	attributes	attribute	NOUN
cana-5361	294	32	.	.	PUNCT
cana-5361	295	1	you	you	PRON
cana-5361	295	2	may	may	AUX
cana-5361	295	3	want	want	VERB
cana-5361	295	4	to	to	PART
cana-5361	295	5	filter	filter	VERB
cana-5361	295	6	the	the	DET
cana-5361	295	7	data	datum	NOUN
cana-5361	295	8	based	base	VERB
cana-5361	295	9	on	on	ADP
cana-5361	295	10	the	the	DET
cana-5361	295	11	target	target	NOUN
cana-5361	295	12	column	column	NOUN
cana-5361	295	13	,	,	PUNCT
cana-5361	295	14	where	where	SCONJ
cana-5361	295	15	:	:	PUNCT
cana-5361	295	16	•	•	NUM
cana-5361	295	17	target	target	NOUN
cana-5361	295	18	=	=	SYM
cana-5361	295	19	1	1	NUM
cana-5361	295	20	:	:	PUNCT
cana-5361	295	21	indicates	indicate	VERB
cana-5361	295	22	a	a	DET
cana-5361	295	23	positive	positive	ADJ
cana-5361	295	24	heart	heart	NOUN
cana-5361	295	25	disease	disease	NOUN
cana-5361	295	26	diagnosis	diagnosis	NOUN
cana-5361	295	27	.	.	PUNCT
cana-5361	296	1	•	•	NUM
cana-5361	296	2	target	target	NOUN
cana-5361	296	3	=	=	NOUN
cana-5361	296	4	0	0	NUM
cana-5361	296	5	:	:	PUNCT
cana-5361	296	6	indicates	indicate	VERB
cana-5361	296	7	a	a	DET
cana-5361	296	8	negative	negative	ADJ
cana-5361	296	9	heart	heart	NOUN
cana-5361	296	10	disease	disease	NOUN
cana-5361	296	11	diagnosis	diagnosis	NOUN
cana-5361	296	12	4.7.separate	4.7.separate	NUM
cana-5361	296	13	positive	positive	ADJ
cana-5361	296	14	and	and	CCONJ
cana-5361	296	15	negative	negative	ADJ
cana-5361	296	16	heart	heart	NOUN
cana-5361	296	17	disease	disease	NOUN
cana-5361	296	18	cases	case	NOUN
cana-5361	296	19	in	in	ADP
cana-5361	296	20	python	python	NOUN
cana-5361	296	21	import	import	NOUN
cana-5361	296	22	pandas	panda	NOUN
cana-5361	296	23	as	as	SCONJ
cana-5361	296	24	pd	pd	NOUN
cana-5361	296	25	#	#	NOUN
cana-5361	296	26	load	load	VERB
cana-5361	296	27	your	your	PRON
cana-5361	296	28	dataset	dataset	NOUN
cana-5361	296	29	(	(	PUNCT
cana-5361	296	30	assuming	assume	VERB
cana-5361	296	31	it	it	PRON
cana-5361	296	32	's	be	AUX
cana-5361	296	33	a	a	DET
cana-5361	296	34	csv	csv	NOUN
cana-5361	296	35	file	file	NOUN
cana-5361	296	36	)	)	PUNCT
cana-5361	296	37	df	df	NOUN
cana-5361	296	38	=	=	PUNCT
cana-5361	296	39	pd.read_csv("your_dataset.csv	pd.read_csv("your_dataset.csv	PROPN
cana-5361	296	40	"	"	PUNCT
cana-5361	296	41	)	)	PUNCT
cana-5361	296	42	#	#	NOUN
cana-5361	296	43	filter	filter	NOUN
cana-5361	296	44	positive	positive	ADJ
cana-5361	296	45	and	and	CCONJ
cana-5361	296	46	negative	negative	ADJ
cana-5361	296	47	cases	case	NOUN
cana-5361	296	48	positive_cases	positive_case	NOUN
cana-5361	296	49	=	=	SYM
cana-5361	296	50	df[df["target	df[df["target	PROPN
cana-5361	296	51	"	"	PUNCT
cana-5361	296	52	]	]	PUNCT
cana-5361	297	1	=	=	SYM
cana-5361	297	2	=	=	SYM
cana-5361	297	3	1	1	NUM
cana-5361	297	4	]	]	X
cana-5361	297	5	negative_cases	negative_cases	PROPN
cana-5361	297	6	=	=	SYM
cana-5361	297	7	df[df["target	df[df["target	PROPN
cana-5361	297	8	"	"	PUNCT
cana-5361	297	9	]	]	PUNCT
cana-5361	298	1	=	=	PUNCT
cana-5361	298	2	=	=	SYM
cana-5361	298	3	0	0	NUM
cana-5361	298	4	]	]	X
cana-5361	298	5	#	#	NOUN
cana-5361	298	6	save	save	NOUN
cana-5361	298	7	to	to	ADP
cana-5361	298	8	new	new	ADJ
cana-5361	298	9	csv	csv	NOUN
cana-5361	298	10	files	file	NOUN
cana-5361	298	11	(	(	PUNCT
cana-5361	298	12	optional	optional	ADJ
cana-5361	298	13	)	)	PUNCT
cana-5361	298	14	positive_cases.to_csv("positive_cases.csv	positive_cases.to_csv("positive_cases.csv	ADJ
cana-5361	298	15	"	"	PUNCT
cana-5361	298	16	,	,	PUNCT
cana-5361	298	17	index	index	NOUN
cana-5361	298	18	=	=	NOUN
cana-5361	298	19	false	false	NOUN
cana-5361	298	20	)	)	PUNCT
cana-5361	298	21	negative_cases.to_csv("negative_cases.csv	negative_cases.to_csv("negative_cases.csv	VERB
cana-5361	298	22	"	"	PUNCT
cana-5361	298	23	,	,	PUNCT
cana-5361	298	24	index	index	NOUN
cana-5361	298	25	=	=	NOUN
cana-5361	298	26	false	false	ADJ
cana-5361	298	27	)	)	PUNCT
cana-5361	298	28	#	#	NOUN
cana-5361	298	29	display	display	NOUN
cana-5361	298	30	the	the	DET
cana-5361	298	31	count	count	NOUN
cana-5361	298	32	of	of	ADP
cana-5361	298	33	each	each	DET
cana-5361	298	34	print(f"positive	print(f"positive	ADJ
cana-5361	298	35	cases	case	NOUN
cana-5361	298	36	:	:	PUNCT
cana-5361	298	37	{	{	PUNCT
cana-5361	298	38	len(positive_cases	len(positive_case	NOUN
cana-5361	298	39	)	)	PUNCT
cana-5361	298	40	}	}	PUNCT
cana-5361	298	41	"	"	PUNCT
cana-5361	298	42	)	)	PUNCT
cana-5361	298	43	print(f"negative	print(f"negative	ADJ
cana-5361	298	44	cases	case	NOUN
cana-5361	298	45	:	:	PUNCT
cana-5361	298	46	{	{	PUNCT
cana-5361	298	47	len(negative_cases	len(negative_case	NOUN
cana-5361	298	48	)	)	PUNCT
cana-5361	298	49	}	}	PUNCT
cana-5361	298	50	"	"	PUNCT
cana-5361	298	51	)	)	PUNCT
cana-5361	298	52	communications	communication	NOUN
cana-5361	298	53	on	on	ADP
cana-5361	298	54	applied	apply	VERB
cana-5361	298	55	nonlinear	nonlinear	ADJ
cana-5361	298	56	analysis	analysis	NOUN
cana-5361	298	57	issn	issn	NOUN
cana-5361	298	58	:	:	PUNCT
cana-5361	298	59	1074	1074	NUM
cana-5361	298	60	-	-	PUNCT
cana-5361	298	61	133x	133x	NUM
cana-5361	298	62	vol	vol	VERB
cana-5361	298	63	32	32	NUM
cana-5361	298	64	no	no	NOUN
cana-5361	298	65	.	.	PUNCT
cana-5361	299	1	10s	10	NOUN
cana-5361	299	2	(	(	PUNCT
cana-5361	299	3	2025	2025	NUM
cana-5361	299	4	)	)	PUNCT
cana-5361	299	5	1972	1972	NUM
cana-5361	300	1	https://internationalpubls.com	https://internationalpubls.com	X
cana-5361	300	2	table	table	NOUN
cana-5361	300	3	4	4	NUM
cana-5361	300	4	.	.	PUNCT
cana-5361	301	1	heart	heart	NOUN
cana-5361	301	2	disease	disease	NOUN
cana-5361	301	3	data	datum	NOUN
cana-5361	301	4	set	set	VERB
cana-5361	301	5	ind	ind	PROPN
cana-5361	301	6	ex	ex	X
cana-5361	301	7	age	age	NOUN
cana-5361	301	8	sex	sex	NOUN
cana-5361	301	9	cp	cp	PROPN
cana-5361	301	10	tres	tres	X
cana-5361	301	11	tbp	tbp	PROPN
cana-5361	301	12	s	s	PROPN
cana-5361	301	13	chol	chol	PROPN
cana-5361	301	14	fbs	fbs	PROPN
cana-5361	301	15	rest	rest	PROPN
cana-5361	301	16	ecg	ecg	PROPN
cana-5361	301	17	thal	thal	PROPN
cana-5361	301	18	ach	ach	PROPN
cana-5361	301	19	exan	exan	PROPN
cana-5361	301	20	g	g	PROPN
cana-5361	301	21	old	old	ADJ
cana-5361	301	22	pea	pea	NOUN
cana-5361	301	23	k	k	PROPN
cana-5361	301	24	slo	slo	PROPN
cana-5361	302	1	pe	pe	INTJ
cana-5361	302	2	ca	can	AUX
cana-5361	302	3	tha	tha	INTJ
cana-5361	303	1	l	l	NOUN
cana-5361	303	2	tar	tar	NOUN
cana-5361	303	3	get	get	VERB
cana-5361	303	4	cou	cou	NOUN
cana-5361	303	5	nt	not	PART
cana-5361	303	6	138	138	NUM
cana-5361	303	7	.0	.0	NUM
cana-5361	303	8	138	138	NUM
cana-5361	303	9	.0	.0	NUM
cana-5361	303	10	13	13	NUM
cana-5361	303	11	8.0	8.0	NUM
cana-5361	303	12	138	138	NUM
cana-5361	303	13	.0	.0	NUM
cana-5361	303	14	138	138	NUM
cana-5361	303	15	.	.	PUNCT
cana-5361	303	16	0	0	NUM
cana-5361	303	17	138	138	NUM
cana-5361	303	18	.	.	NOUN
cana-5361	303	19	0	0	NUM
cana-5361	303	20	138	138	NUM
cana-5361	303	21	.	.	NOUN
cana-5361	303	22	0	0	NUM
cana-5361	303	23	138	138	NUM
cana-5361	303	24	.	.	NOUN
cana-5361	303	25	0	0	NUM
cana-5361	303	26	138	138	NUM
cana-5361	303	27	.	.	NOUN
cana-5361	303	28	0	0	NUM
cana-5361	304	1	138	138	NUM
cana-5361	304	2	.0	.0	NUM
cana-5361	304	3	138	138	NUM
cana-5361	304	4	.0	.0	NUM
cana-5361	304	5	138	138	NUM
cana-5361	304	6	.0	.0	NUM
cana-5361	304	7	138	138	NUM
cana-5361	304	8	.0	.0	NUM
cana-5361	304	9	138	138	NUM
cana-5361	304	10	.0	.0	NUM
cana-5361	304	11	me	i	PRON
cana-5361	304	12	an	an	DET
cana-5361	304	13	56	56	NUM
cana-5361	304	14	.	.	PUNCT
cana-5361	304	15	601	601	NUM
cana-5361	304	16	449	449	NUM
cana-5361	304	17	275	275	NUM
cana-5361	304	18	362	362	NUM
cana-5361	304	19	32	32	NUM
cana-5361	304	20	0.8	0.8	NUM
cana-5361	304	21	260	260	NUM
cana-5361	304	22	869	869	NUM
cana-5361	304	23	565	565	NUM
cana-5361	304	24	217	217	NUM
cana-5361	304	25	391	391	NUM
cana-5361	304	26	0.4	0.4	NUM
cana-5361	304	27	78	78	NUM
cana-5361	304	28	26	26	NUM
cana-5361	304	29	08	08	NUM
cana-5361	304	30	69	69	NUM
cana-5361	304	31	56	56	NUM
cana-5361	304	32	52	52	NUM
cana-5361	304	33	17	17	NUM
cana-5361	304	34	4	4	NUM
cana-5361	304	35	134	134	NUM
cana-5361	304	36	.39	.39	NUM
cana-5361	304	37	855	855	NUM
cana-5361	304	38	072	072	NUM
cana-5361	304	39	463	463	NUM
cana-5361	304	40	77	77	NUM
cana-5361	304	41	251	251	NUM
cana-5361	304	42	.	.	PUNCT
cana-5361	304	43	0869	0869	NUM
cana-5361	304	44	5652	5652	NUM
cana-5361	304	45	1739	1739	NUM
cana-5361	304	46	13	13	NUM
cana-5361	304	47	0.15	0.15	NUM
cana-5361	304	48	9420	9420	NUM
cana-5361	304	49	2898	2898	NUM
cana-5361	304	50	5507	5507	NUM
cana-5361	304	51	245	245	NUM
cana-5361	304	52	0.44	0.44	NUM
cana-5361	304	53	9275	9275	NUM
cana-5361	304	54	3623	3623	NUM
cana-5361	304	55	1884	1884	NUM
cana-5361	304	56	06	06	NUM
cana-5361	304	57	139	139	NUM
cana-5361	304	58	.	.	PUNCT
cana-5361	304	59	1014	1014	NUM
cana-5361	304	60	4927	4927	NUM
cana-5361	304	61	5362	5362	NUM
cana-5361	304	62	3	3	NUM
cana-5361	304	63	0.55	0.55	NUM
cana-5361	304	64	0724	0724	NUM
cana-5361	304	65	6376	6376	NUM
cana-5361	304	66	8115	8115	NUM
cana-5361	304	67	94	94	NUM
cana-5361	304	68	1.5	1.5	NUM
cana-5361	304	69	855	855	NUM
cana-5361	304	70	072	072	NUM
cana-5361	304	71	463	463	NUM
cana-5361	304	72	768	768	NUM
cana-5361	304	73	116	116	NUM
cana-5361	304	74	1.1	1.1	NUM
cana-5361	304	75	666	666	NUM
cana-5361	304	76	666	666	NUM
cana-5361	304	77	666	666	NUM
cana-5361	304	78	666	666	NUM
cana-5361	304	79	667	667	NUM
cana-5361	304	80	1.1	1.1	NUM
cana-5361	304	81	666	666	NUM
cana-5361	304	82	666	666	NUM
cana-5361	304	83	666	666	NUM
cana-5361	304	84	666	666	NUM
cana-5361	304	85	667	667	NUM
cana-5361	304	86	2.5	2.5	NUM
cana-5361	304	87	434	434	NUM
cana-5361	304	88	782	782	NUM
cana-5361	304	89	608	608	NUM
cana-5361	304	90	695	695	NUM
cana-5361	304	91	654	654	NUM
cana-5361	304	92	0.0	0.0	NUM
cana-5361	304	93	std	std	NOUN
cana-5361	304	94	7.9	7.9	NUM
cana-5361	304	95	620	620	NUM
cana-5361	304	96	815	815	NUM
cana-5361	304	97	375	375	NUM
cana-5361	304	98	011	011	NUM
cana-5361	304	99	72	72	NUM
cana-5361	304	100	0.3	0.3	NUM
cana-5361	304	101	804	804	NUM
cana-5361	304	102	155	155	NUM
cana-5361	304	103	138	138	NUM
cana-5361	304	104	612	612	NUM
cana-5361	304	105	122	122	NUM
cana-5361	304	106	5	5	NUM
cana-5361	304	107	0.9	0.9	NUM
cana-5361	304	108	05	05	NUM
cana-5361	304	109	92	92	NUM
cana-5361	304	110	04	04	NUM
cana-5361	304	111	40	40	NUM
cana-5361	304	112	13	13	NUM
cana-5361	304	113	75	75	NUM
cana-5361	304	114	93	93	NUM
cana-5361	304	115	9	9	NUM
cana-5361	304	116	18	18	NUM
cana-5361	304	117	.	.	PUNCT
cana-5361	305	1	729	729	NUM
cana-5361	305	2	943	943	NUM
cana-5361	305	3	961	961	NUM
cana-5361	305	4	581	581	NUM
cana-5361	305	5	35	35	NUM
cana-5361	305	6	49.4	49.4	NUM
cana-5361	305	7	5461	5461	NUM
cana-5361	305	8	3604	3604	NUM
cana-5361	305	9	0715	0715	NUM
cana-5361	305	10	8	8	NUM
cana-5361	305	11	0.36	0.36	NUM
cana-5361	305	12	7401	7401	NUM
cana-5361	305	13	1473	1473	NUM
cana-5361	305	14	7023	7023	NUM
cana-5361	305	15	63	63	NUM
cana-5361	305	16	0.54	0.54	NUM
cana-5361	305	17	1321	1321	NUM
cana-5361	305	18	2245	2245	NUM
cana-5361	305	19	4941	4941	NUM
cana-5361	305	20	48	48	NUM
cana-5361	305	21	22.5	22.5	NUM
cana-5361	305	22	9878	9878	NUM
cana-5361	305	23	2298	2298	NUM
cana-5361	305	24	7859	7859	NUM
cana-5361	305	25	03	03	NUM
cana-5361	306	1	0.49	0.49	NUM
cana-5361	306	2	9232	9232	NUM
cana-5361	306	3	4585	4585	NUM
cana-5361	306	4	8990	8990	NUM
cana-5361	306	5	545	545	NUM
cana-5361	306	6	1.3	1.3	NUM
cana-5361	306	7	003	003	NUM
cana-5361	306	8	396	396	NUM
cana-5361	306	9	931	931	NUM
cana-5361	306	10	053	053	NUM
cana-5361	306	11	652	652	NUM
cana-5361	306	12	0.5	0.5	NUM
cana-5361	306	13	613	613	NUM
cana-5361	306	14	244	244	NUM
cana-5361	306	15	677	677	NUM
cana-5361	306	16	999	999	NUM
cana-5361	306	17	096	096	NUM
cana-5361	306	18	1.0	1.0	NUM
cana-5361	306	19	434	434	NUM
cana-5361	306	20	595	595	NUM
cana-5361	306	21	276	276	NUM
cana-5361	306	22	713	713	NUM
cana-5361	306	23	314	314	NUM
cana-5361	306	24	0.6	0.6	NUM
cana-5361	306	25	847	847	NUM
cana-5361	306	26	618	618	NUM
cana-5361	306	27	288	288	NUM
cana-5361	306	28	848	848	NUM
cana-5361	306	29	193	193	NUM
cana-5361	306	30	0.0	0.0	NUM
cana-5361	306	31	mi	mi	PROPN
cana-5361	306	32	n	n	PROPN
cana-5361	306	33	35	35	NUM
cana-5361	306	34	.	.	PUNCT
cana-5361	306	35	0	0	NUM
cana-5361	307	1	0.0	0.0	NUM
cana-5361	307	2	0.0	0.0	NUM
cana-5361	307	3	100	100	NUM
cana-5361	307	4	.0	.0	NUM
cana-5361	307	5	131	131	NUM
cana-5361	307	6	.	.	PUNCT
cana-5361	307	7	0	0	NUM
cana-5361	307	8	0.0	0.0	NUM
cana-5361	307	9	0.0	0.0	NUM
cana-5361	307	10	71.0	71.0	NUM
cana-5361	307	11	0.0	0.0	NUM
cana-5361	307	12	0.0	0.0	NUM
cana-5361	307	13	0.0	0.0	NUM
cana-5361	307	14	0.0	0.0	NUM
cana-5361	307	15	0.0	0.0	NUM
cana-5361	307	16	0.0	0.0	NUM
cana-5361	307	17	25	25	NUM
cana-5361	307	18	%	%	NOUN
cana-5361	307	19	52	52	NUM
cana-5361	307	20	.	.	PUNCT
cana-5361	307	21	0	0	NUM
cana-5361	307	22	1.0	1.0	NUM
cana-5361	307	23	0.0	0.0	NUM
cana-5361	307	24	120	120	NUM
cana-5361	307	25	.0	.0	NUM
cana-5361	307	26	217	217	NUM
cana-5361	307	27	.	.	PUNCT
cana-5361	308	1	25	25	NUM
cana-5361	308	2	0.0	0.0	NUM
cana-5361	308	3	0.0	0.0	NUM
cana-5361	308	4	125	125	NUM
cana-5361	308	5	.	.	PUNCT
cana-5361	308	6	0	0	NUM
cana-5361	308	7	0.0	0.0	NUM
cana-5361	308	8	0.6	0.6	NUM
cana-5361	308	9	1.0	1.0	NUM
cana-5361	308	10	0.0	0.0	NUM
cana-5361	308	11	2.0	2.0	NUM
cana-5361	308	12	0.0	0.0	NUM
cana-5361	308	13	50	50	NUM
cana-5361	308	14	%	%	NOUN
cana-5361	308	15	58	58	NUM
cana-5361	308	16	.	.	PUNCT
cana-5361	308	17	0	0	NUM
cana-5361	308	18	1.0	1.0	NUM
cana-5361	308	19	0.0	0.0	NUM
cana-5361	308	20	130	130	NUM
cana-5361	308	21	.0	.0	NUM
cana-5361	308	22	249	249	NUM
cana-5361	308	23	.	.	PUNCT
cana-5361	308	24	0	0	NUM
cana-5361	309	1	0.0	0.0	NUM
cana-5361	309	2	0.0	0.0	NUM
cana-5361	309	3	142	142	NUM
cana-5361	309	4	.	.	PUNCT
cana-5361	309	5	0	0	NUM
cana-5361	309	6	1.0	1.0	NUM
cana-5361	309	7	1.4	1.4	NUM
cana-5361	309	8	1.0	1.0	NUM
cana-5361	309	9	1.0	1.0	NUM
cana-5361	309	10	3.0	3.0	NUM
cana-5361	309	11	0.0	0.0	NUM
cana-5361	309	12	75	75	NUM
cana-5361	309	13	%	%	NOUN
cana-5361	309	14	62	62	NUM
cana-5361	309	15	.	.	PUNCT
cana-5361	309	16	0	0	NUM
cana-5361	310	1	1.0	1.0	NUM
cana-5361	310	2	0.0	0.0	NUM
cana-5361	310	3	144	144	NUM
cana-5361	310	4	.75	.75	NUM
cana-5361	310	5	283	283	NUM
cana-5361	310	6	.	.	PUNCT
cana-5361	310	7	0	0	NUM
cana-5361	311	1	0.0	0.0	NUM
cana-5361	311	2	1.0	1.0	NUM
cana-5361	311	3	156	156	NUM
cana-5361	311	4	.	.	PUNCT
cana-5361	311	5	0	0	NUM
cana-5361	312	1	1.0	1.0	NUM
cana-5361	312	2	2.5	2.5	NUM
cana-5361	312	3	1.7	1.7	NUM
cana-5361	312	4	5	5	NUM
cana-5361	312	5	2.0	2.0	NUM
cana-5361	312	6	3.0	3.0	NUM
cana-5361	312	7	0.0	0.0	NUM
cana-5361	312	8	ma	ma	NOUN
cana-5361	312	9	x	x	PROPN
cana-5361	312	10	77	77	NUM
cana-5361	312	11	.	.	NOUN
cana-5361	312	12	0	0	NUM
cana-5361	312	13	1.0	1.0	NUM
cana-5361	312	14	3.0	3.0	NUM
cana-5361	312	15	200	200	NUM
cana-5361	312	16	.0	.0	NUM
cana-5361	312	17	409	409	NUM
cana-5361	312	18	.	.	PUNCT
cana-5361	312	19	0	0	NUM
cana-5361	312	20	1.0	1.0	NUM
cana-5361	312	21	2.0	2.0	NUM
cana-5361	312	22	195	195	NUM
cana-5361	312	23	.	.	NOUN
cana-5361	312	24	0	0	NUM
cana-5361	312	25	1.0	1.0	NUM
cana-5361	312	26	6.2	6.2	NUM
cana-5361	312	27	2.0	2.0	NUM
cana-5361	312	28	4.0	4.0	NUM
cana-5361	312	29	3.0	3.0	NUM
cana-5361	312	30	0.0	0.0	NUM
cana-5361	312	31	communications	communication	NOUN
cana-5361	312	32	on	on	ADP
cana-5361	312	33	applied	apply	VERB
cana-5361	312	34	nonlinear	nonlinear	ADJ
cana-5361	312	35	analysis	analysis	NOUN
cana-5361	312	36	issn	issn	NOUN
cana-5361	312	37	:	:	PUNCT
cana-5361	312	38	1074	1074	NUM
cana-5361	312	39	-	-	PUNCT
cana-5361	312	40	133x	133x	NUM
cana-5361	312	41	vol	vol	VERB
cana-5361	312	42	32	32	NUM
cana-5361	312	43	no	no	NOUN
cana-5361	312	44	.	.	PUNCT
cana-5361	313	1	10s	10	NOUN
cana-5361	313	2	(	(	PUNCT
cana-5361	313	3	2025	2025	NUM
cana-5361	313	4	)	)	PUNCT
cana-5361	313	5	1973	1973	NUM
cana-5361	313	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-5361	313	7	(	(	PUNCT
cana-5361	313	8	positive	positive	ADJ
cana-5361	313	9	patients	patient	NOUN
cana-5361	313	10	st	st	PROPN
cana-5361	313	11	depression	depression	NOUN
cana-5361	313	12	):	):	PUNCT
cana-5361	313	13	0.583030303030303	0.583030303030303	NUM
cana-5361	313	14	(	(	PUNCT
cana-5361	313	15	negative	negative	ADJ
cana-5361	313	16	patients	patient	NOUN
cana-5361	313	17	st	st	PROPN
cana-5361	313	18	depression	depression	NOUN
cana-5361	313	19	):	):	PUNCT
cana-5361	313	20	1.5855072463768116	1.5855072463768116	NUM
cana-5361	313	21	positive	positive	ADJ
cana-5361	313	22	patients	patient	NOUN
cana-5361	313	23	thalach	thalach	ADV
cana-5361	313	24	):	):	PUNCT
cana-5361	313	25	158.46666666666667	158.46666666666667	NUM
cana-5361	313	26	(	(	PUNCT
cana-5361	313	27	negative	negative	ADJ
cana-5361	313	28	patients	patient	NOUN
cana-5361	313	29	thalach	thalach	ADV
cana-5361	313	30	):	):	PUNCT
cana-5361	313	31	139.1014492753623	139.1014492753623	NUM
cana-5361	313	32	from	from	ADP
cana-5361	313	33	comparing	compare	VERB
cana-5361	313	34	positive	positive	ADJ
cana-5361	313	35	and	and	CCONJ
cana-5361	313	36	negative	negative	ADJ
cana-5361	313	37	patients	patient	NOUN
cana-5361	313	38	we	we	PRON
cana-5361	313	39	can	can	AUX
cana-5361	313	40	see	see	VERB
cana-5361	313	41	there	there	PRON
cana-5361	313	42	are	be	VERB
cana-5361	313	43	vast	vast	ADJ
cana-5361	313	44	differenes	differene	NOUN
cana-5361	313	45	in	in	ADP
cana-5361	313	46	means	mean	NOUN
cana-5361	313	47	for	for	ADP
cana-5361	313	48	many	many	ADJ
cana-5361	313	49	of	of	ADP
cana-5361	313	50	our	our	PRON
cana-5361	313	51	features	feature	NOUN
cana-5361	313	52	.	.	PUNCT
cana-5361	314	1	from	from	ADP
cana-5361	314	2	examing	exame	VERB
cana-5361	314	3	the	the	DET
cana-5361	314	4	details	detail	NOUN
cana-5361	314	5	,	,	PUNCT
cana-5361	314	6	we	we	PRON
cana-5361	314	7	can	can	AUX
cana-5361	314	8	observe	observe	VERB
cana-5361	314	9	that	that	SCONJ
cana-5361	314	10	positive	positive	ADJ
cana-5361	314	11	patients	patient	NOUN
cana-5361	314	12	experience	experience	VERB
cana-5361	314	13	heightened	heighten	VERB
cana-5361	314	14	maximum	maximum	ADJ
cana-5361	314	15	heart	heart	NOUN
cana-5361	314	16	rate	rate	NOUN
cana-5361	314	17	achieved	achieve	VERB
cana-5361	314	18	(	(	PUNCT
cana-5361	314	19	thalach	thalach	ADJ
cana-5361	314	20	)	)	PUNCT
cana-5361	314	21	average	average	NOUN
cana-5361	314	22	.	.	PUNCT
cana-5361	315	1	in	in	ADP
cana-5361	315	2	addition	addition	NOUN
cana-5361	315	3	,	,	PUNCT
cana-5361	315	4	positive	positive	ADJ
cana-5361	315	5	patients	patient	NOUN
cana-5361	315	6	exhibit	exhibit	VERB
cana-5361	315	7	about	about	ADP
cana-5361	315	8	1/3rd	1/3rd	NUM
cana-5361	315	9	the	the	DET
cana-5361	315	10	amount	amount	NOUN
cana-5361	315	11	of	of	ADP
cana-5361	315	12	st	st	PROPN
cana-5361	315	13	depression	depression	NOUN
cana-5361	315	14	induced	induce	VERB
cana-5361	315	15	by	by	ADP
cana-5361	315	16	exercise	exercise	NOUN
cana-5361	315	17	relative	relative	ADJ
cana-5361	315	18	to	to	ADP
cana-5361	315	19	rest	rest	NOUN
cana-5361	315	20	(	(	PUNCT
cana-5361	315	21	oldpeak	oldpeak	NOUN
cana-5361	315	22	)	)	PUNCT
cana-5361	315	23	.	.	PUNCT
cana-5361	316	1	fig	fig	NOUN
cana-5361	316	2	24	24	NUM
cana-5361	316	3	.	.	PUNCT
cana-5361	317	1	distribution	distribution	NOUN
cana-5361	317	2	of	of	ADP
cana-5361	317	3	blood	blood	NOUN
cana-5361	317	4	sugar	sugar	NOUN
cana-5361	317	5	levels	level	NOUN
cana-5361	317	6	a	a	DET
cana-5361	317	7	majority	majority	NOUN
cana-5361	317	8	(	(	PUNCT
cana-5361	317	9	67	67	NUM
cana-5361	317	10	%	%	NOUN
cana-5361	317	11	)	)	PUNCT
cana-5361	317	12	of	of	ADP
cana-5361	317	13	people	people	NOUN
cana-5361	317	14	with	with	ADP
cana-5361	317	15	heart	heart	NOUN
cana-5361	317	16	disease	disease	NOUN
cana-5361	317	17	do	do	AUX
cana-5361	317	18	not	not	PART
cana-5361	317	19	have	have	VERB
cana-5361	317	20	high	high	ADJ
cana-5361	317	21	blood	blood	NOUN
cana-5361	317	22	sugar	sugar	NOUN
cana-5361	317	23	.	.	PUNCT
cana-5361	318	1	however	however	ADV
cana-5361	318	2	,	,	PUNCT
cana-5361	318	3	33	33	NUM
cana-5361	318	4	%	%	NOUN
cana-5361	318	5	of	of	ADP
cana-5361	318	6	people	people	NOUN
cana-5361	318	7	with	with	ADP
cana-5361	318	8	heart	heart	NOUN
cana-5361	318	9	disease	disease	NOUN
cana-5361	318	10	have	have	VERB
cana-5361	318	11	high	high	ADJ
cana-5361	318	12	blood	blood	NOUN
cana-5361	318	13	sugar	sugar	NOUN
cana-5361	318	14	,	,	PUNCT
cana-5361	318	15	indicating	indicate	VERB
cana-5361	318	16	a	a	DET
cana-5361	318	17	possible	possible	ADJ
cana-5361	318	18	link	link	NOUN
cana-5361	318	19	between	between	ADP
cana-5361	318	20	blood	blood	NOUN
cana-5361	318	21	sugar	sugar	NOUN
cana-5361	318	22	levels	level	NOUN
cana-5361	318	23	and	and	CCONJ
cana-5361	318	24	heart	heart	NOUN
cana-5361	318	25	disease	disease	NOUN
cana-5361	318	26	.	.	PUNCT
cana-5361	319	1	the	the	DET
cana-5361	319	2	3d	3d	NUM
cana-5361	319	3	effect	effect	NOUN
cana-5361	319	4	and	and	CCONJ
cana-5361	319	5	the	the	DET
cana-5361	319	6	separation	separation	NOUN
cana-5361	319	7	of	of	ADP
cana-5361	319	8	one	one	NUM
cana-5361	319	9	slice	slice	NOUN
cana-5361	319	10	(	(	PUNCT
cana-5361	319	11	exploded	explode	VERB
cana-5361	319	12	pie	pie	NOUN
cana-5361	319	13	chart	chart	NOUN
cana-5361	319	14	)	)	PUNCT
cana-5361	319	15	are	be	AUX
cana-5361	319	16	likely	likely	ADV
cana-5361	319	17	used	use	VERB
cana-5361	319	18	to	to	PART
cana-5361	319	19	emphasize	emphasize	VERB
cana-5361	319	20	the	the	DET
cana-5361	319	21	detailed	detailed	ADJ
cana-5361	319	22	explanation	explanation	NOUN
cana-5361	319	23	of	of	ADP
cana-5361	319	24	the	the	DET
cana-5361	319	25	pie	pie	NOUN
cana-5361	319	26	chart	chart	NOUN
cana-5361	319	27	on	on	ADP
cana-5361	319	28	heart	heart	NOUN
cana-5361	319	29	disease	disease	NOUN
cana-5361	319	30	and	and	CCONJ
cana-5361	319	31	blood	blood	NOUN
cana-5361	319	32	sugar	sugar	NOUN
cana-5361	319	33	.	.	PUNCT
cana-5361	320	1	fig	fig	NOUN
cana-5361	320	2	25	25	NUM
cana-5361	320	3	.	.	PUNCT
cana-5361	321	1	distribution	distribution	NOUN
cana-5361	321	2	of	of	ADP
cana-5361	321	3	test	test	NOUN
cana-5361	321	4	results	result	NOUN
cana-5361	321	5	based	base	VERB
cana-5361	321	6	on	on	ADP
cana-5361	321	7	sex	sex	NOUN
cana-5361	321	8	communications	communication	NOUN
cana-5361	321	9	on	on	ADP
cana-5361	321	10	applied	apply	VERB
cana-5361	321	11	nonlinear	nonlinear	ADJ
cana-5361	321	12	analysis	analysis	NOUN
cana-5361	321	13	issn	issn	NOUN
cana-5361	321	14	:	:	PUNCT
cana-5361	321	15	1074	1074	NUM
cana-5361	321	16	-	-	PUNCT
cana-5361	321	17	133x	133x	NUM
cana-5361	321	18	vol	vol	VERB
cana-5361	321	19	32	32	NUM
cana-5361	321	20	no	no	NOUN
cana-5361	321	21	.	.	PUNCT
cana-5361	322	1	10s	10	NOUN
cana-5361	322	2	(	(	PUNCT
cana-5361	322	3	2025	2025	NUM
cana-5361	322	4	)	)	PUNCT
cana-5361	322	5	1974	1974	NUM
cana-5361	322	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-5361	322	7	in	in	ADP
cana-5361	322	8	fig20,represents	fig20,represent	NOUN
cana-5361	322	9	the	the	DET
cana-5361	322	10	distribution	distribution	NOUN
cana-5361	322	11	of	of	ADP
cana-5361	322	12	test	test	NOUN
cana-5361	322	13	results	result	NOUN
cana-5361	322	14	based	base	VERB
cana-5361	322	15	on	on	ADP
cana-5361	322	16	sex	sex	NOUN
cana-5361	322	17	,	,	PUNCT
cana-5361	322	18	divided	divide	VERB
cana-5361	322	19	into	into	ADP
cana-5361	322	20	four	four	NUM
cana-5361	322	21	categories	category	NOUN
cana-5361	322	22	:	:	PUNCT
cana-5361	322	23	1	1	X
cana-5361	322	24	.	.	X
cana-5361	322	25	positive	positive	ADJ
cana-5361	322	26	males	male	NOUN
cana-5361	322	27	(	(	PUNCT
cana-5361	322	28	red	red	ADJ
cana-5361	322	29	50%):this	50%):this	NUM
cana-5361	322	30	group	group	NOUN
cana-5361	322	31	makes	make	VERB
cana-5361	322	32	up	up	ADP
cana-5361	322	33	half	half	NOUN
cana-5361	322	34	of	of	ADP
cana-5361	322	35	the	the	DET
cana-5361	322	36	total	total	ADJ
cana-5361	322	37	population	population	NOUN
cana-5361	322	38	,	,	PUNCT
cana-5361	322	39	meaning	mean	VERB
cana-5361	322	40	that	that	SCONJ
cana-5361	322	41	50	50	NUM
cana-5361	322	42	%	%	NOUN
cana-5361	322	43	of	of	ADP
cana-5361	322	44	all	all	DET
cana-5361	322	45	individuals	individual	NOUN
cana-5361	322	46	in	in	ADP
cana-5361	322	47	the	the	DET
cana-5361	322	48	study	study	NOUN
cana-5361	322	49	are	be	AUX
cana-5361	322	50	males	male	NOUN
cana-5361	322	51	who	who	PRON
cana-5361	322	52	tested	test	VERB
cana-5361	322	53	positive	positive	ADJ
cana-5361	322	54	.	.	PUNCT
cana-5361	323	1	2	2	X
cana-5361	323	2	.	.	X
cana-5361	323	3	positive	positive	ADJ
cana-5361	323	4	females	female	NOUN
cana-5361	323	5	(	(	PUNCT
cana-5361	323	6	green	green	ADJ
cana-5361	323	7	5%):this	5%):this	PRON
cana-5361	323	8	category	category	NOUN
cana-5361	323	9	is	be	AUX
cana-5361	323	10	much	much	ADV
cana-5361	323	11	smaller	small	ADJ
cana-5361	323	12	,	,	PUNCT
cana-5361	323	13	showing	show	VERB
cana-5361	323	14	that	that	SCONJ
cana-5361	323	15	only	only	ADV
cana-5361	323	16	5	5	NUM
cana-5361	323	17	%	%	NOUN
cana-5361	323	18	of	of	ADP
cana-5361	323	19	the	the	DET
cana-5361	323	20	total	total	ADJ
cana-5361	323	21	individuals	individual	NOUN
cana-5361	323	22	are	be	AUX
cana-5361	323	23	females	female	NOUN
cana-5361	323	24	who	who	PRON
cana-5361	323	25	tested	test	VERB
cana-5361	323	26	positive	positive	ADJ
cana-5361	323	27	.	.	PUNCT
cana-5361	324	1	3	3	X
cana-5361	324	2	.	.	NOUN
cana-5361	324	3	negative	negative	ADJ
cana-5361	324	4	males	male	NOUN
cana-5361	324	5	(	(	PUNCT
cana-5361	324	6	blue	blue	ADJ
cana-5361	324	7	29%):this	29%):this	NUM
cana-5361	324	8	segment	segment	NOUN
cana-5361	324	9	represents	represent	VERB
cana-5361	324	10	29	29	NUM
cana-5361	324	11	%	%	NOUN
cana-5361	324	12	of	of	ADP
cana-5361	324	13	the	the	DET
cana-5361	324	14	total	total	ADJ
cana-5361	324	15	population	population	NOUN
cana-5361	324	16	,	,	PUNCT
cana-5361	324	17	indicating	indicate	VERB
cana-5361	324	18	males	male	NOUN
cana-5361	324	19	who	who	PRON
cana-5361	324	20	tested	test	VERB
cana-5361	324	21	negative	negative	ADJ
cana-5361	324	22	.	.	PUNCT
cana-5361	325	1	4	4	X
cana-5361	325	2	.	.	NOUN
cana-5361	325	3	negative	negative	ADJ
cana-5361	325	4	females	female	NOUN
cana-5361	325	5	(	(	PUNCT
cana-5361	325	6	light	light	ADJ
cana-5361	325	7	blue	blue	ADJ
cana-5361	325	8	16%):this	16%):this	NUM
cana-5361	325	9	section	section	NOUN
cana-5361	325	10	accounts	account	VERB
cana-5361	325	11	for	for	ADP
cana-5361	325	12	16	16	NUM
cana-5361	325	13	%	%	NOUN
cana-5361	325	14	of	of	ADP
cana-5361	325	15	the	the	DET
cana-5361	325	16	total	total	ADJ
cana-5361	325	17	population	population	NOUN
cana-5361	325	18	,	,	PUNCT
cana-5361	325	19	representing	represent	VERB
cana-5361	325	20	females	female	NOUN
cana-5361	325	21	who	who	PRON
cana-5361	325	22	tested	test	VERB
cana-5361	325	23	negative	negative	ADJ
cana-5361	325	24	fig	fig	NOUN
cana-5361	325	25	26	26	NUM
cana-5361	325	26	.	.	PUNCT
cana-5361	326	1	confusion	confusion	NOUN
cana-5361	326	2	matrix	matrix	NOUN
cana-5361	326	3	for	for	ADP
cana-5361	326	4	an	an	DET
cana-5361	326	5	svm	svm	NOUN
cana-5361	326	6	from	from	ADP
cana-5361	326	7	this	this	PRON
cana-5361	326	8	,	,	PUNCT
cana-5361	326	9	you	you	PRON
cana-5361	326	10	can	can	AUX
cana-5361	326	11	calculate	calculate	VERB
cana-5361	326	12	key	key	ADJ
cana-5361	326	13	performance	performance	NOUN
cana-5361	326	14	metrics	metric	NOUN
cana-5361	326	15	:	:	PUNCT
cana-5361	326	16	•	•	NUM
cana-5361	326	17	accuracy	accuracy	NOUN
cana-5361	326	18	=	=	SYM
cana-5361	326	19	(	(	PUNCT
cana-5361	326	20	tp	tp	X
cana-5361	326	21	+	+	CCONJ
cana-5361	326	22	tn	tn	NOUN
cana-5361	326	23	)	)	PUNCT
cana-5361	326	24	/	/	PUNCT
cana-5361	326	25	(	(	PUNCT
cana-5361	326	26	tp	tp	ADP
cana-5361	326	27	+	+	CCONJ
cana-5361	326	28	tn	tn	NOUN
cana-5361	326	29	+	+	CCONJ
cana-5361	326	30	fp	fp	PROPN
cana-5361	326	31	+	+	NUM
cana-5361	326	32	fn	fn	NOUN
cana-5361	326	33	)	)	PUNCT
cana-5361	326	34	=	=	SYM
cana-5361	326	35	(	(	PUNCT
cana-5361	326	36	95	95	NUM
cana-5361	326	37	+	+	NUM
cana-5361	326	38	138	138	NUM
cana-5361	326	39	)	)	PUNCT
cana-5361	326	40	/	/	PUNCT
cana-5361	327	1	(	(	PUNCT
cana-5361	327	2	95	95	NUM
cana-5361	327	3	+	+	NUM
cana-5361	327	4	138	138	NUM
cana-5361	327	5	+	+	NUM
cana-5361	327	6	20	20	NUM
cana-5361	327	7	+	+	NUM
cana-5361	327	8	23	23	NUM
cana-5361	327	9	)	)	PUNCT
cana-5361	327	10	=	=	SYM
cana-5361	328	1	233	233	NUM
cana-5361	328	2	/	/	SYM
cana-5361	328	3	276	276	NUM
cana-5361	328	4	≈	≈	NUM
cana-5361	328	5	84.42	84.42	NUM
cana-5361	328	6	%	%	NOUN
cana-5361	328	7	•	•	NOUN
cana-5361	328	8	precision	precision	NOUN
cana-5361	328	9	(	(	PUNCT
cana-5361	328	10	positive	positive	ADJ
cana-5361	328	11	predictive	predictive	ADJ
cana-5361	328	12	value	value	NOUN
cana-5361	328	13	)	)	PUNCT
cana-5361	329	1	=	=	SYM
cana-5361	329	2	tp	tp	NOUN
cana-5361	329	3	/	/	PUNCT
cana-5361	329	4	(	(	PUNCT
cana-5361	329	5	tp	tp	ADP
cana-5361	329	6	+	+	CCONJ
cana-5361	329	7	fp	fp	X
cana-5361	329	8	)	)	PUNCT
cana-5361	329	9	=	=	SYM
cana-5361	329	10	95	95	NUM
cana-5361	329	11	/	/	SYM
cana-5361	329	12	(	(	PUNCT
cana-5361	329	13	95	95	NUM
cana-5361	329	14	+	+	NUM
cana-5361	329	15	20	20	NUM
cana-5361	329	16	)	)	PUNCT
cana-5361	329	17	=	=	SYM
cana-5361	330	1	95	95	NUM
cana-5361	330	2	/	/	SYM
cana-5361	330	3	115	115	NUM
cana-5361	331	1	≈	≈	PROPN
cana-5361	331	2	82.61	82.61	NUM
cana-5361	331	3	%	%	NOUN
cana-5361	331	4	•	•	NOUN
cana-5361	331	5	recall	recall	NOUN
cana-5361	331	6	(	(	PUNCT
cana-5361	331	7	sensitivity	sensitivity	NOUN
cana-5361	331	8	,	,	PUNCT
cana-5361	331	9	true	true	ADJ
cana-5361	331	10	positive	positive	ADJ
cana-5361	331	11	rate	rate	NOUN
cana-5361	331	12	)	)	PUNCT
cana-5361	332	1	=	=	SYM
cana-5361	332	2	tp	tp	NOUN
cana-5361	332	3	/	/	PUNCT
cana-5361	332	4	(	(	PUNCT
cana-5361	332	5	tp	tp	PART
cana-5361	332	6	+	+	CCONJ
cana-5361	333	1	fn	fn	NOUN
cana-5361	333	2	)	)	PUNCT
cana-5361	333	3	=	=	SYM
cana-5361	333	4	95	95	NUM
cana-5361	333	5	/	/	SYM
cana-5361	333	6	(	(	PUNCT
cana-5361	333	7	95	95	NUM
cana-5361	333	8	+	+	NOUN
cana-5361	333	9	23	23	NUM
cana-5361	333	10	)	)	PUNCT
cana-5361	333	11	=	=	SYM
cana-5361	334	1	95	95	NUM
cana-5361	334	2	/	/	SYM
cana-5361	334	3	118	118	NUM
cana-5361	335	1	≈	≈	PROPN
cana-5361	335	2	80.51	80.51	NUM
cana-5361	335	3	%	%	NOUN
cana-5361	335	4	•	•	NOUN
cana-5361	335	5	specificity	specificity	NOUN
cana-5361	335	6	(	(	PUNCT
cana-5361	335	7	true	true	ADJ
cana-5361	335	8	negative	negative	ADJ
cana-5361	335	9	rate	rate	NOUN
cana-5361	335	10	)	)	PUNCT
cana-5361	335	11	=	=	SYM
cana-5361	335	12	tn	tn	PROPN
cana-5361	335	13	/	/	SYM
cana-5361	335	14	(	(	PUNCT
cana-5361	335	15	tn	tn	PROPN
cana-5361	335	16	+	+	CCONJ
cana-5361	335	17	fp	fp	X
cana-5361	335	18	)	)	PUNCT
cana-5361	335	19	=	=	SYM
cana-5361	335	20	138	138	NUM
cana-5361	335	21	/	/	SYM
cana-5361	335	22	(	(	PUNCT
cana-5361	335	23	138	138	NUM
cana-5361	335	24	+	+	NUM
cana-5361	335	25	20	20	NUM
cana-5361	335	26	)	)	PUNCT
cana-5361	336	1	=	=	SYM
cana-5361	336	2	138	138	NUM
cana-5361	336	3	/	/	SYM
cana-5361	336	4	158	158	NUM
cana-5361	336	5	≈	≈	PROPN
cana-5361	336	6	87.34	87.34	NUM
cana-5361	336	7	%	%	NOUN
cana-5361	336	8	communications	communication	NOUN
cana-5361	336	9	on	on	ADP
cana-5361	336	10	applied	apply	VERB
cana-5361	336	11	nonlinear	nonlinear	ADJ
cana-5361	336	12	analysis	analysis	NOUN
cana-5361	336	13	issn	issn	NOUN
cana-5361	336	14	:	:	PUNCT
cana-5361	336	15	1074	1074	NUM
cana-5361	336	16	-	-	PUNCT
cana-5361	336	17	133x	133x	NUM
cana-5361	336	18	vol	vol	VERB
cana-5361	336	19	32	32	NUM
cana-5361	336	20	no	no	NOUN
cana-5361	336	21	.	.	PUNCT
cana-5361	337	1	10s	10	NOUN
cana-5361	337	2	(	(	PUNCT
cana-5361	337	3	2025	2025	NUM
cana-5361	337	4	)	)	PUNCT
cana-5361	337	5	1975	1975	NUM
cana-5361	337	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-5361	337	7	•	•	NUM
cana-5361	337	8	f1	f1	NOUN
cana-5361	337	9	score	score	NOUN
cana-5361	337	10	=	=	SYM
cana-5361	337	11	2	2	NUM
cana-5361	337	12	×	×	NOUN
cana-5361	337	13	(	(	PUNCT
cana-5361	337	14	precision	precision	NOUN
cana-5361	337	15	×	×	PROPN
cana-5361	337	16	recall	recall	NOUN
cana-5361	337	17	)	)	PUNCT
cana-5361	337	18	/	/	PUNCT
cana-5361	337	19	(	(	PUNCT
cana-5361	337	20	precision	precision	NOUN
cana-5361	337	21	+	+	CCONJ
cana-5361	337	22	recall	recall	NOUN
cana-5361	337	23	)	)	PUNCT
cana-5361	338	1	≈	≈	PROPN
cana-5361	338	2	2	2	NUM
cana-5361	338	3	×	×	NOUN
cana-5361	338	4	(	(	PUNCT
cana-5361	338	5	0.8261	0.8261	NUM
cana-5361	338	6	×	×	NOUN
cana-5361	338	7	0.8051	0.8051	NUM
cana-5361	338	8	)	)	PUNCT
cana-5361	338	9	/	/	PUNCT
cana-5361	338	10	(	(	PUNCT
cana-5361	338	11	0.8261	0.8261	NUM
cana-5361	338	12	+	+	SYM
cana-5361	338	13	0.8051	0.8051	NUM
cana-5361	338	14	)	)	PUNCT
cana-5361	339	1	≈	≈	PROPN
cana-5361	339	2	81.75	81.75	NUM
cana-5361	339	3	%	%	NOUN
cana-5361	339	4	this	this	PRON
cana-5361	339	5	shows	show	VERB
cana-5361	339	6	that	that	SCONJ
cana-5361	339	7	the	the	DET
cana-5361	339	8	svm	svm	ADJ
cana-5361	339	9	model	model	NOUN
cana-5361	339	10	performs	perform	VERB
cana-5361	339	11	well	well	ADV
cana-5361	339	12	,	,	PUNCT
cana-5361	339	13	with	with	ADP
cana-5361	339	14	a	a	DET
cana-5361	339	15	good	good	ADJ
cana-5361	339	16	balance	balance	NOUN
cana-5361	339	17	between	between	ADP
cana-5361	339	18	precision	precision	NOUN
cana-5361	339	19	and	and	CCONJ
cana-5361	339	20	recall	recall	NOUN
cana-5361	339	21	.	.	PUNCT
cana-5361	340	1	if	if	SCONJ
cana-5361	340	2	you	you	PRON
cana-5361	340	3	want	want	VERB
cana-5361	340	4	improvements	improvement	NOUN
cana-5361	340	5	,	,	PUNCT
cana-5361	340	6	you	you	PRON
cana-5361	340	7	might	might	AUX
cana-5361	340	8	fine	fine	ADJ
cana-5361	340	9	-	-	PUNCT
cana-5361	340	10	tune	tune	NOUN
cana-5361	340	11	hyperparameters	hyperparameter	NOUN
cana-5361	340	12	or	or	CCONJ
cana-5361	340	13	try	try	VERB
cana-5361	340	14	different	different	ADJ
cana-5361	340	15	kernel	kernel	NOUN
cana-5361	340	16	functions	function	NOUN
cana-5361	340	17	.	.	PUNCT
cana-5361	341	1	fig	fig	NOUN
cana-5361	341	2	27	27	NUM
cana-5361	341	3	.	.	PUNCT
cana-5361	342	1	confusion	confusion	NOUN
cana-5361	342	2	matrix	matrix	NOUN
cana-5361	342	3	for	for	ADP
cana-5361	342	4	a	a	DET
cana-5361	342	5	k	k	NOUN
cana-5361	342	6	-	-	PUNCT
cana-5361	342	7	nearest	near	ADJ
cana-5361	342	8	neighbours	neighbour	NOUN
cana-5361	342	9	(	(	PUNCT
cana-5361	342	10	knn	knn	PROPN
cana-5361	342	11	)	)	PUNCT
cana-5361	342	12	this	this	PRON
cana-5361	342	13	is	be	AUX
cana-5361	342	14	a	a	DET
cana-5361	342	15	confusion	confusion	NOUN
cana-5361	342	16	matrix	matrix	NOUN
cana-5361	342	17	for	for	ADP
cana-5361	342	18	a	a	DET
cana-5361	342	19	k	k	NOUN
cana-5361	342	20	-	-	PUNCT
cana-5361	342	21	nearest	near	ADJ
cana-5361	342	22	neighbours	neighbour	NOUN
cana-5361	342	23	(	(	PUNCT
cana-5361	342	24	knn	knn	NOUN
cana-5361	342	25	)	)	PUNCT
cana-5361	342	26	classification	classification	NOUN
cana-5361	342	27	model	model	NOUN
cana-5361	342	28	.	.	PUNCT
cana-5361	343	1	here	here	ADV
cana-5361	343	2	’s	’	VERB
cana-5361	343	3	the	the	DET
cana-5361	343	4	breakdown	breakdown	NOUN
cana-5361	343	5	of	of	ADP
cana-5361	343	6	the	the	DET
cana-5361	343	7	values	value	NOUN
cana-5361	343	8	:	:	PUNCT
cana-5361	343	9	•	•	NUM
cana-5361	343	10	true	true	ADJ
cana-5361	343	11	positives	positive	NOUN
cana-5361	343	12	(	(	PUNCT
cana-5361	343	13	tp	tp	NOUN
cana-5361	343	14	):	):	PUNCT
cana-5361	343	15	89	89	NUM
cana-5361	343	16	(	(	PUNCT
cana-5361	343	17	correctly	correctly	ADV
cana-5361	343	18	predicted	predict	VERB
cana-5361	343	19	positive	positive	ADJ
cana-5361	343	20	cases	case	NOUN
cana-5361	343	21	)	)	PUNCT
cana-5361	343	22	•	•	NUM
cana-5361	343	23	false	false	ADJ
cana-5361	343	24	negatives	negative	NOUN
cana-5361	343	25	(	(	PUNCT
cana-5361	343	26	fn	fn	X
cana-5361	343	27	):	):	PUNCT
cana-5361	343	28	29	29	NUM
cana-5361	343	29	(	(	PUNCT
cana-5361	343	30	actual	actual	ADJ
cana-5361	343	31	positives	positive	NOUN
cana-5361	343	32	incorrectly	incorrectly	ADV
cana-5361	343	33	classified	classify	VERB
cana-5361	343	34	as	as	ADP
cana-5361	343	35	negatives	negative	NOUN
cana-5361	343	36	)	)	PUNCT
cana-5361	343	37	•	•	NUM
cana-5361	343	38	false	false	ADJ
cana-5361	343	39	positives	positive	NOUN
cana-5361	343	40	(	(	PUNCT
cana-5361	343	41	fp	fp	X
cana-5361	343	42	):	):	PUNCT
cana-5361	343	43	31	31	NUM
cana-5361	343	44	(	(	PUNCT
cana-5361	343	45	actual	actual	ADJ
cana-5361	343	46	negatives	negative	NOUN
cana-5361	343	47	incorrectly	incorrectly	ADV
cana-5361	343	48	classified	classify	VERB
cana-5361	343	49	as	as	ADP
cana-5361	343	50	positives	positive	NOUN
cana-5361	343	51	)	)	PUNCT
cana-5361	343	52	•	•	NUM
cana-5361	343	53	true	true	ADJ
cana-5361	343	54	negatives	negative	NOUN
cana-5361	343	55	(	(	PUNCT
cana-5361	343	56	tn	tn	NOUN
cana-5361	343	57	):	):	PUNCT
cana-5361	343	58	127	127	NUM
cana-5361	343	59	(	(	PUNCT
cana-5361	343	60	correctly	correctly	ADV
cana-5361	343	61	predicted	predict	VERB
cana-5361	343	62	negative	negative	ADJ
cana-5361	343	63	cases	case	NOUN
cana-5361	343	64	)	)	PUNCT
cana-5361	343	65	from	from	ADP
cana-5361	343	66	this	this	PRON
cana-5361	343	67	,	,	PUNCT
cana-5361	343	68	you	you	PRON
cana-5361	343	69	can	can	AUX
cana-5361	343	70	calculate	calculate	VERB
cana-5361	343	71	key	key	ADJ
cana-5361	343	72	performance	performance	NOUN
cana-5361	343	73	metrics	metric	NOUN
cana-5361	343	74	:	:	PUNCT
cana-5361	343	75	1	1	X
cana-5361	343	76	.	.	X
cana-5361	343	77	accuracy	accuracy	NOUN
cana-5361	343	78	=	=	SYM
cana-5361	344	1	tp+tn	tp+tn	NUM
cana-5361	344	2	tp+tn+fp+fn	tp+tn+fp+fn	PROPN
cana-5361	344	3	=	=	SYM
cana-5361	344	4	89	89	NUM
cana-5361	344	5	+	+	NOUN
cana-5361	344	6	127	127	NUM
cana-5361	344	7	89	89	NUM
cana-5361	344	8	+	+	NOUN
cana-5361	344	9	127	127	NUM
cana-5361	344	10	+	+	SYM
cana-5361	344	11	31	31	NUM
cana-5361	344	12	+	+	SYM
cana-5361	344	13	29	29	NUM
cana-5361	344	14	=	=	SYM
cana-5361	344	15	216	216	NUM
cana-5361	344	16	276	276	NUM
cana-5361	344	17	=	=	SYM
cana-5361	344	18	0.783	0.783	NUM
cana-5361	344	19	=	=	SYM
cana-5361	344	20	78.3	78.3	NUM
cana-5361	344	21	%	%	NOUN
cana-5361	344	22	2	2	NUM
cana-5361	344	23	.	.	NOUN
cana-5361	344	24	precision	precision	NOUN
cana-5361	344	25	=	=	PUNCT
cana-5361	344	26	tp	tp	ADP
cana-5361	344	27	tp+fp	tp+fp	NOUN
cana-5361	344	28	=	=	SYM
cana-5361	344	29	89	89	NUM
cana-5361	344	30	89	89	NUM
cana-5361	344	31	+	+	NUM
cana-5361	344	32	31	31	NUM
cana-5361	344	33	=	=	SYM
cana-5361	344	34	89	89	NUM
cana-5361	344	35	120	120	NUM
cana-5361	344	36	=	=	SYM
cana-5361	344	37	0.742	0.742	NUM
cana-5361	344	38	=	=	SYM
cana-5361	344	39	74.2	74.2	NUM
cana-5361	344	40	%	%	NOUN
cana-5361	344	41	3	3	NUM
cana-5361	344	42	.	.	NOUN
cana-5361	345	1	recall	recall	NOUN
cana-5361	345	2	(	(	PUNCT
cana-5361	345	3	sensitivity	sensitivity	NOUN
cana-5361	345	4	)	)	PUNCT
cana-5361	345	5	=	=	PUNCT
cana-5361	346	1	tp	tp	PART
cana-5361	346	2	tp+fn	tp+fn	VERB
cana-5361	346	3	=	=	SYM
cana-5361	346	4	89	89	NUM
cana-5361	346	5	89	89	NUM
cana-5361	346	6	+	+	SYM
cana-5361	346	7	29	29	NUM
cana-5361	346	8	=	=	SYM
cana-5361	346	9	89	89	NUM
cana-5361	346	10	118	118	NUM
cana-5361	346	11	=	=	NOUN
cana-5361	346	12	0.754	0.754	NUM
cana-5361	346	13	=	=	SYM
cana-5361	346	14	75.4	75.4	NUM
cana-5361	346	15	%	%	NOUN
cana-5361	346	16	4	4	NUM
cana-5361	346	17	.	.	PUNCT
cana-5361	346	18	f1	f1	NOUN
cana-5361	346	19	-	-	PUNCT
cana-5361	346	20	score	score	NOUN
cana-5361	346	21	=	=	SYM
cana-5361	346	22	2	2	NUM
cana-5361	346	23	×	×	NOUN
cana-5361	346	24	precision×recall	precision×recall	NOUN
cana-5361	346	25	precision+recall	precision+recall	PROPN
cana-5361	346	26	=	=	PUNCT
cana-5361	346	27	0.748	0.748	NUM
cana-5361	346	28	=	=	SYM
cana-5361	346	29	74.8	74.8	NUM
cana-5361	346	30	%	%	NOUN
cana-5361	346	31	communications	communication	NOUN
cana-5361	346	32	on	on	ADP
cana-5361	346	33	applied	apply	VERB
cana-5361	346	34	nonlinear	nonlinear	ADJ
cana-5361	346	35	analysis	analysis	NOUN
cana-5361	346	36	issn	issn	NOUN
cana-5361	346	37	:	:	PUNCT
cana-5361	346	38	1074	1074	NUM
cana-5361	346	39	-	-	PUNCT
cana-5361	346	40	133x	133x	NUM
cana-5361	346	41	vol	vol	VERB
cana-5361	346	42	32	32	NUM
cana-5361	346	43	no	no	NOUN
cana-5361	346	44	.	.	PUNCT
cana-5361	347	1	10s	10	NOUN
cana-5361	347	2	(	(	PUNCT
cana-5361	347	3	2025	2025	NUM
cana-5361	347	4	)	)	PUNCT
cana-5361	347	5	1976	1976	NUM
cana-5361	347	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-5361	347	7	fig28	fig28	ADJ
cana-5361	347	8	.	.	PUNCT
cana-5361	348	1	(	(	PUNCT
cana-5361	348	2	random	random	ADJ
cana-5361	348	3	forest	forest	NOUN
cana-5361	348	4	classifier	classifier	NOUN
cana-5361	348	5	)	)	PUNCT
cana-5361	348	6	in	in	ADP
cana-5361	348	7	fig28	fig28	ADV
cana-5361	348	8	,	,	PUNCT
cana-5361	348	9	represents	represent	VERB
cana-5361	348	10	:	:	PUNCT
cana-5361	348	11	•	•	NOUN
cana-5361	348	12	true	true	ADJ
cana-5361	348	13	positives	positive	NOUN
cana-5361	348	14	(	(	PUNCT
cana-5361	348	15	tp	tp	NOUN
cana-5361	348	16	):	):	PUNCT
cana-5361	348	17	95	95	NUM
cana-5361	348	18	(	(	PUNCT
cana-5361	348	19	actual	actual	ADJ
cana-5361	348	20	positive	positive	ADJ
cana-5361	348	21	,	,	PUNCT
cana-5361	348	22	predicted	predict	VERB
cana-5361	348	23	positive	positive	ADJ
cana-5361	348	24	)	)	PUNCT
cana-5361	348	25	•	•	NUM
cana-5361	348	26	false	false	ADJ
cana-5361	348	27	positives	positive	NOUN
cana-5361	348	28	(	(	PUNCT
cana-5361	348	29	fp	fp	X
cana-5361	348	30	):	):	PUNCT
cana-5361	348	31	14	14	NUM
cana-5361	348	32	(	(	PUNCT
cana-5361	348	33	actual	actual	ADJ
cana-5361	348	34	negative	negative	ADJ
cana-5361	348	35	,	,	PUNCT
cana-5361	348	36	predicted	predict	VERB
cana-5361	348	37	positive	positive	ADJ
cana-5361	348	38	)	)	PUNCT
cana-5361	348	39	•	•	NUM
cana-5361	348	40	false	false	ADJ
cana-5361	348	41	negatives	negative	NOUN
cana-5361	348	42	(	(	PUNCT
cana-5361	348	43	fn	fn	X
cana-5361	348	44	):	):	PUNCT
cana-5361	348	45	23	23	NUM
cana-5361	348	46	(	(	PUNCT
cana-5361	348	47	actual	actual	ADJ
cana-5361	348	48	positive	positive	ADJ
cana-5361	348	49	,	,	PUNCT
cana-5361	348	50	predicted	predict	VERB
cana-5361	348	51	negative	negative	ADJ
cana-5361	348	52	)	)	PUNCT
cana-5361	349	1	•	•	ADP
cana-5361	349	2	true	true	ADJ
cana-5361	349	3	negatives	negative	NOUN
cana-5361	349	4	(	(	PUNCT
cana-5361	349	5	tn	tn	NOUN
cana-5361	349	6	):	):	PUNCT
cana-5361	349	7	144	144	NUM
cana-5361	349	8	(	(	PUNCT
cana-5361	349	9	actual	actual	ADJ
cana-5361	349	10	negative	negative	ADJ
cana-5361	349	11	,	,	PUNCT
cana-5361	349	12	predicted	predict	VERB
cana-5361	349	13	negative	negative	ADJ
cana-5361	349	14	)	)	PUNCT
cana-5361	349	15	this	this	DET
cana-5361	349	16	confusion	confusion	NOUN
cana-5361	349	17	matrix	matrix	NOUN
cana-5361	349	18	represents	represent	VERB
cana-5361	349	19	the	the	DET
cana-5361	349	20	performance	performance	NOUN
cana-5361	349	21	of	of	ADP
cana-5361	349	22	a	a	DET
cana-5361	349	23	random	random	ADJ
cana-5361	349	24	forest	forest	NOUN
cana-5361	349	25	classifier	classifier	NOUN
cana-5361	349	26	in	in	ADP
cana-5361	349	27	a	a	DET
cana-5361	349	28	binary	binary	ADJ
cana-5361	349	29	classification	classification	NOUN
cana-5361	349	30	problem	problem	NOUN
cana-5361	349	31	.	.	PUNCT
cana-5361	350	1	it	it	PRON
cana-5361	350	2	compares	compare	VERB
cana-5361	350	3	the	the	DET
cana-5361	350	4	actual	actual	ADJ
cana-5361	350	5	labels	label	NOUN
cana-5361	350	6	with	with	ADP
cana-5361	350	7	the	the	DET
cana-5361	350	8	predicted	predict	VERB
cana-5361	350	9	labels	label	NOUN
cana-5361	350	10	to	to	PART
cana-5361	350	11	assess	assess	VERB
cana-5361	350	12	how	how	SCONJ
cana-5361	350	13	well	well	ADV
cana-5361	350	14	the	the	DET
cana-5361	350	15	model	model	NOUN
cana-5361	350	16	distinguishes	distinguish	VERB
cana-5361	350	17	between	between	ADP
cana-5361	350	18	the	the	DET
cana-5361	350	19	two	two	NUM
cana-5361	350	20	classes	class	NOUN
cana-5361	350	21	.	.	PUNCT
cana-5361	351	1	predicted	predict	VERB
cana-5361	351	2	positive	positive	ADJ
cana-5361	351	3	(	(	PUNCT
cana-5361	351	4	1	1	NUM
cana-5361	351	5	)	)	PUNCT
cana-5361	351	6	predicted	predict	VERB
cana-5361	351	7	negative	negative	ADJ
cana-5361	351	8	(	(	PUNCT
cana-5361	351	9	0	0	NUM
cana-5361	351	10	)	)	PUNCT
cana-5361	351	11	actual	actual	ADJ
cana-5361	351	12	positive	positive	ADJ
cana-5361	351	13	(	(	PUNCT
cana-5361	351	14	1	1	NUM
cana-5361	351	15	)	)	SYM
cana-5361	351	16	95	95	NUM
cana-5361	351	17	(	(	PUNCT
cana-5361	351	18	true	true	ADJ
cana-5361	351	19	positive	positive	ADJ
cana-5361	351	20	)	)	PUNCT
cana-5361	351	21	23	23	NUM
cana-5361	352	1	(	(	PUNCT
cana-5361	352	2	false	false	ADJ
cana-5361	352	3	negative	negative	ADJ
cana-5361	352	4	)	)	PUNCT
cana-5361	352	5	actual	actual	ADJ
cana-5361	352	6	negative	negative	ADJ
cana-5361	352	7	(	(	PUNCT
cana-5361	352	8	0	0	NUM
cana-5361	352	9	)	)	PUNCT
cana-5361	352	10	14	14	NUM
cana-5361	352	11	(	(	PUNCT
cana-5361	352	12	false	false	ADJ
cana-5361	352	13	positive	positive	ADJ
cana-5361	352	14	)	)	PUNCT
cana-5361	352	15	144	144	NUM
cana-5361	352	16	(	(	PUNCT
cana-5361	352	17	true	true	ADJ
cana-5361	352	18	negative	negative	ADJ
cana-5361	352	19	)	)	PUNCT
cana-5361	352	20	•	•	ADP
cana-5361	352	21	true	true	ADJ
cana-5361	352	22	positives	positive	NOUN
cana-5361	352	23	(	(	PUNCT
cana-5361	352	24	tp	tp	NOUN
cana-5361	352	25	)	)	PUNCT
cana-5361	352	26	=	=	SYM
cana-5361	353	1	95	95	NUM
cana-5361	353	2	•	•	NOUN
cana-5361	353	3	the	the	DET
cana-5361	353	4	model	model	NOUN
cana-5361	353	5	correctly	correctly	ADV
cana-5361	353	6	identified	identify	VERB
cana-5361	353	7	95	95	NUM
cana-5361	353	8	positive	positive	ADJ
cana-5361	353	9	cases	case	NOUN
cana-5361	353	10	.	.	PUNCT
cana-5361	354	1	•	•	NUM
cana-5361	354	2	false	false	ADJ
cana-5361	354	3	negatives	negative	NOUN
cana-5361	354	4	(	(	PUNCT
cana-5361	354	5	fn	fn	NOUN
cana-5361	354	6	)	)	PUNCT
cana-5361	354	7	=	=	SYM
cana-5361	355	1	23	23	NUM
cana-5361	355	2	•	•	NOUN
cana-5361	355	3	the	the	DET
cana-5361	355	4	model	model	NOUN
cana-5361	355	5	incorrectly	incorrectly	ADV
cana-5361	355	6	predicted	predict	VERB
cana-5361	355	7	23	23	NUM
cana-5361	355	8	actual	actual	ADJ
cana-5361	355	9	positive	positive	ADJ
cana-5361	355	10	cases	case	NOUN
cana-5361	355	11	as	as	ADP
cana-5361	355	12	negative	negative	ADJ
cana-5361	355	13	.	.	PUNCT
cana-5361	356	1	communications	communication	NOUN
cana-5361	356	2	on	on	ADP
cana-5361	356	3	applied	apply	VERB
cana-5361	356	4	nonlinear	nonlinear	ADJ
cana-5361	356	5	analysis	analysis	NOUN
cana-5361	356	6	issn	issn	NOUN
cana-5361	356	7	:	:	PUNCT
cana-5361	356	8	1074	1074	NUM
cana-5361	356	9	-	-	PUNCT
cana-5361	356	10	133x	133x	NUM
cana-5361	356	11	vol	vol	VERB
cana-5361	356	12	32	32	NUM
cana-5361	356	13	no	no	NOUN
cana-5361	356	14	.	.	PUNCT
cana-5361	357	1	10s	10	NOUN
cana-5361	357	2	(	(	PUNCT
cana-5361	357	3	2025	2025	NUM
cana-5361	357	4	)	)	PUNCT
cana-5361	357	5	1977	1977	NUM
cana-5361	357	6	https://internationalpubls.com	https://internationalpubls.com	SYM
cana-5361	357	7	•	•	NUM
cana-5361	357	8	false	false	ADJ
cana-5361	357	9	positives	positive	NOUN
cana-5361	357	10	(	(	PUNCT
cana-5361	357	11	fp	fp	X
cana-5361	357	12	)	)	PUNCT
cana-5361	357	13	=	=	SYM
cana-5361	358	1	14	14	NUM
cana-5361	358	2	•	•	NUM
cana-5361	358	3	the	the	DET
cana-5361	358	4	model	model	NOUN
cana-5361	358	5	incorrectly	incorrectly	ADV
cana-5361	358	6	predicted	predict	VERB
cana-5361	358	7	14	14	NUM
cana-5361	358	8	actual	actual	ADJ
cana-5361	358	9	negative	negative	ADJ
cana-5361	358	10	cases	case	NOUN
cana-5361	358	11	as	as	ADP
cana-5361	358	12	positive	positive	ADJ
cana-5361	358	13	.	.	PUNCT
cana-5361	359	1	•	•	NUM
cana-5361	359	2	true	true	ADJ
cana-5361	359	3	negatives	negative	NOUN
cana-5361	359	4	(	(	PUNCT
cana-5361	359	5	tn	tn	NOUN
cana-5361	359	6	)	)	PUNCT
cana-5361	359	7	=	=	SYM
cana-5361	360	1	144	144	NUM
cana-5361	360	2	•	•	NUM
cana-5361	360	3	the	the	DET
cana-5361	360	4	model	model	NOUN
cana-5361	360	5	correctly	correctly	ADV
cana-5361	360	6	identified	identify	VERB
cana-5361	360	7	144	144	NUM
cana-5361	360	8	negative	negative	ADJ
cana-5361	360	9	cases	case	NOUN
cana-5361	360	10	.	.	PUNCT
cana-5361	361	1	using	use	VERB
cana-5361	361	2	these	these	DET
cana-5361	361	3	values	value	NOUN
cana-5361	361	4	,	,	PUNCT
cana-5361	361	5	we	we	PRON
cana-5361	361	6	can	can	AUX
cana-5361	361	7	calculate	calculate	VERB
cana-5361	361	8	the	the	DET
cana-5361	361	9	following	follow	VERB
cana-5361	361	10	key	key	ADJ
cana-5361	361	11	metrics	metric	NOUN
cana-5361	361	12	:	:	PUNCT
cana-5361	361	13	➢	➢	VERB
cana-5361	361	14	accuracy	accuracy	NOUN
cana-5361	361	15	:	:	PUNCT
cana-5361	361	16	86.6	86.6	NUM
cana-5361	361	17	%	%	NOUN
cana-5361	361	18	(	(	PUNCT
cana-5361	361	19	overall	overall	ADJ
cana-5361	361	20	correctness	correctness	NOUN
cana-5361	361	21	)	)	PUNCT
cana-5361	361	22	➢	➢	NOUN
cana-5361	361	23	precision	precision	NOUN
cana-5361	361	24	:	:	PUNCT
cana-5361	361	25	87.2	87.2	NUM
cana-5361	361	26	%	%	NOUN
cana-5361	361	27	(	(	PUNCT
cana-5361	361	28	reliability	reliability	NOUN
cana-5361	361	29	of	of	ADP
cana-5361	361	30	positive	positive	ADJ
cana-5361	361	31	predictions	prediction	NOUN
cana-5361	361	32	)	)	PUNCT
cana-5361	361	33	➢	➢	NOUN
cana-5361	361	34	recall	recall	NOUN
cana-5361	361	35	:	:	PUNCT
cana-5361	361	36	80.5	80.5	NUM
cana-5361	361	37	%	%	NOUN
cana-5361	361	38	(	(	PUNCT
cana-5361	361	39	ability	ability	NOUN
cana-5361	361	40	to	to	PART
cana-5361	361	41	detect	detect	VERB
cana-5361	361	42	actual	actual	ADJ
cana-5361	361	43	positives	positive	NOUN
cana-5361	361	44	)	)	PUNCT
cana-5361	361	45	➢	➢	NOUN
cana-5361	361	46	f1	f1	NOUN
cana-5361	361	47	-	-	PUNCT
cana-5361	361	48	score	score	NOUN
cana-5361	361	49	:	:	PUNCT
cana-5361	361	50	83.7	83.7	NUM
cana-5361	361	51	%	%	NOUN
cana-5361	361	52	(	(	PUNCT
cana-5361	361	53	harmonic	harmonic	ADJ
cana-5361	361	54	mean	mean	NOUN
cana-5361	361	55	of	of	ADP
cana-5361	361	56	precision	precision	NOUN
cana-5361	361	57	&	&	CCONJ
cana-5361	361	58	recall	recall	PROPN
cana-5361	361	59	)	)	PUNCT
cana-5361	361	60	the	the	DET
cana-5361	361	61	model	model	NOUN
cana-5361	361	62	performs	perform	VERB
cana-5361	361	63	well	well	ADV
cana-5361	361	64	overall	overall	ADJ
cana-5361	361	65	,	,	PUNCT
cana-5361	361	66	with	with	ADP
cana-5361	361	67	a	a	DET
cana-5361	361	68	high	high	ADJ
cana-5361	361	69	precision	precision	NOUN
cana-5361	361	70	(	(	PUNCT
cana-5361	361	71	87.2	87.2	NUM
cana-5361	361	72	%	%	NOUN
cana-5361	361	73	)	)	PUNCT
cana-5361	361	74	,	,	PUNCT
cana-5361	361	75	meaning	mean	VERB
cana-5361	361	76	it	it	PRON
cana-5361	361	77	makes	make	VERB
cana-5361	361	78	few	few	ADJ
cana-5361	361	79	false	false	ADJ
cana-5361	361	80	positive	positive	ADJ
cana-5361	361	81	errors	error	NOUN
cana-5361	361	82	.	.	PUNCT
cana-5361	362	1	the	the	DET
cana-5361	362	2	recall	recall	NOUN
cana-5361	362	3	(	(	PUNCT
cana-5361	362	4	80.5	80.5	NUM
cana-5361	362	5	%	%	NOUN
cana-5361	362	6	)	)	PUNCT
cana-5361	362	7	is	be	AUX
cana-5361	362	8	slightly	slightly	ADV
cana-5361	362	9	lower	low	ADJ
cana-5361	362	10	,	,	PUNCT
cana-5361	362	11	meaning	mean	VERB
cana-5361	362	12	some	some	DET
cana-5361	362	13	actual	actual	ADJ
cana-5361	362	14	positives	positive	NOUN
cana-5361	362	15	(	(	PUNCT
cana-5361	362	16	23	23	NUM
cana-5361	362	17	cases	case	NOUN
cana-5361	362	18	)	)	PUNCT
cana-5361	362	19	are	be	AUX
cana-5361	362	20	misclassified	misclassifie	VERB
cana-5361	362	21	as	as	ADP
cana-5361	362	22	negatives	negative	NOUN
cana-5361	362	23	.	.	PUNCT
cana-5361	363	1	the	the	DET
cana-5361	363	2	f1	f1	NOUN
cana-5361	363	3	-	-	PUNCT
cana-5361	363	4	score	score	NOUN
cana-5361	363	5	(	(	PUNCT
cana-5361	363	6	83.7	83.7	NUM
cana-5361	363	7	%	%	NOUN
cana-5361	363	8	)	)	PUNCT
cana-5361	363	9	suggests	suggest	VERB
cana-5361	363	10	a	a	DET
cana-5361	363	11	good	good	ADJ
cana-5361	363	12	balance	balance	NOUN
cana-5361	363	13	between	between	ADP
cana-5361	363	14	precision	precision	NOUN
cana-5361	363	15	and	and	CCONJ
cana-5361	363	16	recall	recall	NOUN
cana-5361	363	17	.	.	PUNCT
cana-5361	364	1	if	if	SCONJ
cana-5361	364	2	recall	recall	NOUN
cana-5361	364	3	is	be	AUX
cana-5361	364	4	more	more	ADV
cana-5361	364	5	critical	critical	ADJ
cana-5361	364	6	(	(	PUNCT
cana-5361	364	7	e.g.	e.g.	ADJ
cana-5361	364	8	,	,	PUNCT
cana-5361	364	9	medical	medical	ADJ
cana-5361	364	10	diagnosis	diagnosis	NOUN
cana-5361	364	11	where	where	SCONJ
cana-5361	364	12	missing	miss	VERB
cana-5361	364	13	a	a	DET
cana-5361	364	14	positive	positive	ADJ
cana-5361	364	15	case	case	NOUN
cana-5361	364	16	is	be	AUX
cana-5361	364	17	dangerous	dangerous	ADJ
cana-5361	364	18	)	)	PUNCT
cana-5361	364	19	,	,	PUNCT
cana-5361	364	20	we	we	PRON
cana-5361	364	21	might	might	AUX
cana-5361	364	22	need	need	VERB
cana-5361	364	23	to	to	PART
cana-5361	364	24	adjust	adjust	VERB
cana-5361	364	25	the	the	DET
cana-5361	364	26	threshold	threshold	NOUN
cana-5361	364	27	or	or	CCONJ
cana-5361	364	28	retrain	retrain	VERB
cana-5361	364	29	the	the	DET
cana-5361	364	30	model	model	NOUN
cana-5361	364	31	.	.	PUNCT
cana-5361	365	1	report	report	NOUN
cana-5361	365	2	of	of	ADP
cana-5361	365	3	svm	svm	PROPN
cana-5361	365	4	precision	precision	NOUN
cana-5361	365	5	recall	recall	NOUN
cana-5361	365	6	f1	f1	NOUN
cana-5361	365	7	-	-	PUNCT
cana-5361	365	8	score	score	NOUN
cana-5361	365	9	support	support	NOUN
cana-5361	365	10	0	0	NUM
cana-5361	365	11	0.83	0.83	NUM
cana-5361	365	12	0.81	0.81	NUM
cana-5361	365	13	0.82	0.82	NUM
cana-5361	365	14	118	118	NUM
cana-5361	365	15	1	1	NUM
cana-5361	365	16	0.86	0.86	NUM
cana-5361	365	17	0.87	0.87	NUM
cana-5361	365	18	0.87	0.87	NUM
cana-5361	365	19	158	158	NUM
cana-5361	365	20	accuracy	accuracy	NOUN
cana-5361	365	21	0.84	0.84	NUM
cana-5361	365	22	276	276	NUM
cana-5361	365	23	macro	macro	NOUN
cana-5361	365	24	avg	avg	NOUN
cana-5361	365	25	0.84	0.84	NUM
cana-5361	365	26	0.84	0.84	NUM
cana-5361	365	27	0.84	0.84	NUM
cana-5361	365	28	276	276	NUM
cana-5361	365	29	weighted	weight	VERB
cana-5361	365	30	avg	avg	NOUN
cana-5361	365	31	0.84	0.84	NUM
cana-5361	365	32	0.84	0.84	NUM
cana-5361	365	33	0.84	0.84	NUM
cana-5361	365	34	276	276	NUM
cana-5361	365	35	#	#	SYM
cana-5361	365	36	#	#	SYM
cana-5361	365	37	#	#	SYM
cana-5361	365	38	#	#	SYM
cana-5361	365	39	#	#	SYM
cana-5361	365	40	#	#	SYM
cana-5361	365	41	#	#	SYM
cana-5361	365	42	#	#	SYM
cana-5361	365	43	#	#	SYM
cana-5361	365	44	#	#	SYM
cana-5361	365	45	#	#	SYM
cana-5361	365	46	#	#	SYM
cana-5361	365	47	#	#	SYM
cana-5361	365	48	#	#	SYM
cana-5361	365	49	#	#	SYM
cana-5361	365	50	#	#	SYM
cana-5361	365	51	#	#	SYM
cana-5361	365	52	#	#	SYM
cana-5361	365	53	#	#	SYM
cana-5361	365	54	#	#	SYM
cana-5361	365	55	#	#	SYM
cana-5361	365	56	#	#	SYM
cana-5361	365	57	#	#	SYM
cana-5361	365	58	#	#	SYM
cana-5361	365	59	#	#	SYM
cana-5361	365	60	#	#	SYM
cana-5361	365	61	#	#	SYM
cana-5361	365	62	#	#	SYM
cana-5361	365	63	#	#	SYM
cana-5361	365	64	#	#	SYM
cana-5361	365	65	#	#	SYM
cana-5361	365	66	#	#	SYM
cana-5361	365	67	#	#	SYM
cana-5361	365	68	#	#	SYM
cana-5361	365	69	#	#	SYM
cana-5361	365	70	#	#	SYM
cana-5361	365	71	#	#	SYM
cana-5361	365	72	#	#	SYM
cana-5361	365	73	#	#	SYM
cana-5361	365	74	#	#	SYM
cana-5361	365	75	#	#	SYM
cana-5361	365	76	#	#	SYM
cana-5361	365	77	#	#	SYM
cana-5361	365	78	#	#	SYM
cana-5361	365	79	#	#	SYM
cana-5361	365	80	#	#	SYM
cana-5361	365	81	#	#	SYM
cana-5361	365	82	#	#	SYM
cana-5361	365	83	#	#	NUM
cana-5361	365	84	#	#	NOUN
cana-5361	365	85	report	report	NOUN
cana-5361	365	86	of	of	ADP
cana-5361	365	87	knn	knn	PROPN
cana-5361	365	88	precision	precision	PROPN
cana-5361	365	89	recall	recall	PROPN
cana-5361	365	90	f1	f1	NOUN
cana-5361	365	91	-	-	PUNCT
cana-5361	365	92	score	score	NOUN
cana-5361	365	93	support	support	NOUN
cana-5361	365	94	0	0	NUM
cana-5361	365	95	0.74	0.74	NUM
cana-5361	365	96	0.75	0.75	NUM
cana-5361	365	97	0.75	0.75	NUM
cana-5361	365	98	118	118	NUM
cana-5361	365	99	1	1	NUM
cana-5361	365	100	0.81	0.81	NUM
cana-5361	365	101	0.80	0.80	NUM
cana-5361	365	102	0.81	0.81	NUM
cana-5361	365	103	158	158	NUM
cana-5361	365	104	accuracy	accuracy	NOUN
cana-5361	365	105	0.78	0.78	NUM
cana-5361	365	106	276	276	NUM
cana-5361	365	107	macro	macro	NOUN
cana-5361	365	108	avg	avg	PROPN
cana-5361	365	109	0.78	0.78	NUM
cana-5361	365	110	0.78	0.78	NUM
cana-5361	365	111	0.78	0.78	NUM
cana-5361	365	112	276	276	NUM
cana-5361	365	113	weighted	weight	VERB
cana-5361	365	114	avg	avg	NOUN
cana-5361	365	115	0.78	0.78	NUM
cana-5361	365	116	0.78	0.78	NUM
cana-5361	365	117	0.78	0.78	NUM
cana-5361	365	118	276	276	NUM
cana-5361	365	119	#	#	SYM
cana-5361	365	120	#	#	SYM
cana-5361	365	121	#	#	SYM
cana-5361	365	122	#	#	SYM
cana-5361	365	123	#	#	SYM
cana-5361	365	124	#	#	SYM
cana-5361	365	125	#	#	SYM
cana-5361	365	126	#	#	SYM
cana-5361	365	127	#	#	SYM
cana-5361	365	128	#	#	SYM
cana-5361	365	129	#	#	SYM
cana-5361	365	130	#	#	SYM
cana-5361	365	131	#	#	SYM
cana-5361	365	132	#	#	SYM
cana-5361	365	133	#	#	SYM
cana-5361	365	134	#	#	SYM
cana-5361	365	135	#	#	SYM
cana-5361	365	136	#	#	SYM
cana-5361	365	137	#	#	SYM
cana-5361	365	138	#	#	SYM
cana-5361	365	139	#	#	SYM
cana-5361	365	140	#	#	SYM
cana-5361	365	141	#	#	SYM
cana-5361	365	142	#	#	SYM
cana-5361	365	143	#	#	SYM
cana-5361	365	144	#	#	SYM
cana-5361	365	145	#	#	SYM
cana-5361	365	146	#	#	SYM
cana-5361	365	147	#	#	SYM
cana-5361	365	148	#	#	SYM
cana-5361	365	149	#	#	SYM
cana-5361	365	150	#	#	SYM
cana-5361	365	151	#	#	SYM
cana-5361	365	152	#	#	SYM
cana-5361	365	153	#	#	SYM
cana-5361	365	154	#	#	SYM
cana-5361	365	155	#	#	SYM
cana-5361	365	156	#	#	SYM
cana-5361	365	157	#	#	SYM
cana-5361	365	158	#	#	SYM
cana-5361	365	159	#	#	SYM
cana-5361	365	160	#	#	SYM
cana-5361	365	161	#	#	SYM
cana-5361	365	162	#	#	SYM
cana-5361	365	163	#	#	SYM
cana-5361	365	164	#	#	SYM
cana-5361	365	165	#	#	SYM
cana-5361	365	166	#	#	SYM
cana-5361	365	167	#	#	NUM
cana-5361	365	168	#	#	NOUN
cana-5361	365	169	report	report	NOUN
cana-5361	365	170	of	of	ADP
cana-5361	365	171	svm	svm	PROPN
cana-5361	365	172	precision	precision	NOUN
cana-5361	365	173	recall	recall	NOUN
cana-5361	365	174	f1	f1	NOUN
cana-5361	365	175	-	-	PUNCT
cana-5361	365	176	score	score	NOUN
cana-5361	365	177	support	support	NOUN
cana-5361	365	178	0	0	NUM
cana-5361	365	179	0.87	0.87	NUM
cana-5361	365	180	0.81	0.81	NUM
cana-5361	365	181	0.84	0.84	NUM
cana-5361	365	182	118	118	NUM
cana-5361	365	183	1	1	NUM
cana-5361	365	184	0.86	0.86	NUM
cana-5361	365	185	0.91	0.91	NUM
cana-5361	365	186	0.89	0.89	NUM
cana-5361	365	187	158	158	NUM
cana-5361	365	188	accuracy	accuracy	NOUN
cana-5361	365	189	0.87	0.87	NUM
cana-5361	365	190	276	276	NUM
cana-5361	365	191	macro	macro	NOUN
cana-5361	365	192	avg	avg	PROPN
cana-5361	365	193	0.87	0.87	NUM
cana-5361	365	194	0.86	0.86	NUM
cana-5361	365	195	0.86	0.86	NUM
cana-5361	365	196	276	276	NUM
cana-5361	365	197	weighted	weight	VERB
cana-5361	365	198	avg	avg	NOUN
cana-5361	365	199	0.87	0.87	NUM
cana-5361	365	200	0.87	0.87	NUM
cana-5361	365	201	0.87	0.87	NUM
cana-5361	365	202	276	276	NUM
cana-5361	365	203	communications	communication	NOUN
cana-5361	365	204	on	on	ADP
cana-5361	365	205	applied	apply	VERB
cana-5361	365	206	nonlinear	nonlinear	ADJ
cana-5361	365	207	analysis	analysis	NOUN
cana-5361	365	208	issn	issn	NOUN
cana-5361	365	209	:	:	PUNCT
cana-5361	365	210	1074	1074	NUM
cana-5361	365	211	-	-	PUNCT
cana-5361	365	212	133x	133x	NUM
cana-5361	365	213	vol	vol	VERB
cana-5361	365	214	32	32	NUM
cana-5361	365	215	no	no	NOUN
cana-5361	365	216	.	.	PUNCT
cana-5361	366	1	10s	10	NOUN
cana-5361	366	2	(	(	PUNCT
cana-5361	366	3	2025	2025	NUM
cana-5361	366	4	)	)	PUNCT
cana-5361	366	5	1978	1978	NUM
cana-5361	366	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-5361	366	7	#	#	SYM
cana-5361	366	8	#	#	SYM
cana-5361	366	9	#	#	SYM
cana-5361	366	10	#	#	SYM
cana-5361	366	11	#	#	SYM
cana-5361	366	12	#	#	SYM
cana-5361	366	13	#	#	SYM
cana-5361	366	14	#	#	SYM
cana-5361	366	15	#	#	SYM
cana-5361	366	16	#	#	SYM
cana-5361	366	17	#	#	SYM
cana-5361	366	18	#	#	SYM
cana-5361	366	19	#	#	SYM
cana-5361	366	20	#	#	SYM
cana-5361	366	21	#	#	SYM
cana-5361	366	22	#	#	SYM
cana-5361	366	23	#	#	SYM
cana-5361	366	24	#	#	SYM
cana-5361	366	25	#	#	SYM
cana-5361	366	26	#	#	SYM
cana-5361	366	27	#	#	SYM
cana-5361	366	28	#	#	SYM
cana-5361	366	29	#	#	SYM
cana-5361	366	30	#	#	SYM
cana-5361	366	31	#	#	SYM
cana-5361	366	32	#	#	SYM
cana-5361	366	33	#	#	SYM
cana-5361	366	34	#	#	SYM
cana-5361	366	35	#	#	SYM
cana-5361	366	36	#	#	SYM
cana-5361	366	37	#	#	SYM
cana-5361	366	38	#	#	SYM
cana-5361	366	39	#	#	SYM
cana-5361	366	40	#	#	SYM
cana-5361	366	41	#	#	SYM
cana-5361	366	42	#	#	SYM
cana-5361	366	43	#	#	SYM
cana-5361	366	44	#	#	SYM
cana-5361	366	45	#	#	SYM
cana-5361	366	46	#	#	SYM
cana-5361	366	47	#	#	SYM
cana-5361	366	48	#	#	SYM
cana-5361	366	49	#	#	SYM
cana-5361	366	50	#	#	SYM
cana-5361	366	51	#	#	SYM
cana-5361	366	52	#	#	SYM
cana-5361	366	53	#	#	SYM
cana-5361	366	54	#	#	SYM
cana-5361	366	55	#	#	NUM
cana-5361	366	56	#	#	NOUN
cana-5361	366	57	report	report	NOUN
cana-5361	366	58	of	of	ADP
cana-5361	366	59	svm	svm	PROPN
cana-5361	366	60	precision	precision	NOUN
cana-5361	366	61	recall	recall	NOUN
cana-5361	366	62	f1	f1	NOUN
cana-5361	366	63	-	-	PUNCT
cana-5361	366	64	score	score	NOUN
cana-5361	366	65	support	support	NOUN
cana-5361	366	66	0	0	NUM
cana-5361	366	67	0.80	0.80	NUM
cana-5361	366	68	0.81	0.81	NUM
cana-5361	366	69	0.80	0.80	NUM
cana-5361	366	70	118	118	NUM
cana-5361	366	71	1	1	NUM
cana-5361	366	72	0.85	0.85	NUM
cana-5361	366	73	0.85	0.85	NUM
cana-5361	366	74	0.85	0.85	NUM
cana-5361	366	75	158	158	NUM
cana-5361	366	76	accuracy	accuracy	NOUN
cana-5361	366	77	0.83	0.83	NUM
cana-5361	366	78	276	276	NUM
cana-5361	366	79	macro	macro	NOUN
cana-5361	366	80	avg	avg	NOUN
cana-5361	366	81	0.83	0.83	NUM
cana-5361	366	82	0.83	0.83	NUM
cana-5361	366	83	0.83	0.83	NUM
cana-5361	366	84	276	276	NUM
cana-5361	366	85	weighted	weight	VERB
cana-5361	366	86	avg	avg	NOUN
cana-5361	366	87	0.83	0.83	NUM
cana-5361	366	88	0.83	0.83	NUM
cana-5361	366	89	0.83	0.83	NUM
cana-5361	366	90	276	276	NUM
cana-5361	366	91	precision	precision	NOUN
cana-5361	366	92	recall	recall	NOUN
cana-5361	366	93	f1	f1	NOUN
cana-5361	366	94	-	-	PUNCT
cana-5361	366	95	score	score	NOUN
cana-5361	366	96	support	support	NOUN
cana-5361	366	97	0	0	NUM
cana-5361	366	98	0.83	0.83	NUM
cana-5361	366	99	0.81	0.81	NUM
cana-5361	366	100	0.82	0.82	NUM
cana-5361	366	101	118	118	NUM
cana-5361	366	102	1	1	NUM
cana-5361	366	103	0.86	0.86	NUM
cana-5361	366	104	0.87	0.87	NUM
cana-5361	366	105	0.87	0.87	NUM
cana-5361	366	106	158	158	NUM
cana-5361	366	107	accuracy	accuracy	NOUN
cana-5361	366	108	0.84	0.84	NUM
cana-5361	366	109	276	276	NUM
cana-5361	366	110	macro	macro	NOUN
cana-5361	366	111	avg	avg	NOUN
cana-5361	366	112	0.84	0.84	NUM
cana-5361	366	113	0.84	0.84	NUM
cana-5361	366	114	0.84	0.84	NUM
cana-5361	366	115	276	276	NUM
cana-5361	366	116	weighted	weight	VERB
cana-5361	366	117	avg	avg	NOUN
cana-5361	366	118	0.84	0.84	NUM
cana-5361	366	119	0.84	0.84	NUM
cana-5361	366	120	0.84	0.84	NUM
cana-5361	366	121	276	276	NUM
cana-5361	366	122	#	#	SYM
cana-5361	366	123	#	#	SYM
cana-5361	366	124	#	#	SYM
cana-5361	366	125	#	#	SYM
cana-5361	366	126	#	#	SYM
cana-5361	366	127	#	#	SYM
cana-5361	366	128	#	#	SYM
cana-5361	366	129	#	#	SYM
cana-5361	366	130	#	#	SYM
cana-5361	366	131	#	#	SYM
cana-5361	366	132	#	#	SYM
cana-5361	366	133	#	#	SYM
cana-5361	366	134	#	#	SYM
cana-5361	366	135	#	#	SYM
cana-5361	366	136	#	#	SYM
cana-5361	366	137	#	#	SYM
cana-5361	366	138	#	#	SYM
cana-5361	366	139	#	#	SYM
cana-5361	366	140	#	#	SYM
cana-5361	366	141	#	#	SYM
cana-5361	366	142	#	#	SYM
cana-5361	366	143	#	#	SYM
cana-5361	366	144	#	#	SYM
cana-5361	366	145	#	#	SYM
cana-5361	366	146	#	#	SYM
cana-5361	366	147	#	#	SYM
cana-5361	366	148	#	#	SYM
cana-5361	366	149	#	#	SYM
cana-5361	366	150	#	#	SYM
cana-5361	366	151	#	#	SYM
cana-5361	366	152	#	#	SYM
cana-5361	366	153	#	#	SYM
cana-5361	366	154	#	#	SYM
cana-5361	366	155	#	#	SYM
cana-5361	366	156	#	#	SYM
cana-5361	366	157	#	#	SYM
cana-5361	366	158	#	#	SYM
cana-5361	366	159	#	#	SYM
cana-5361	366	160	#	#	SYM
cana-5361	366	161	#	#	SYM
cana-5361	366	162	#	#	SYM
cana-5361	366	163	#	#	SYM
cana-5361	366	164	#	#	SYM
cana-5361	366	165	#	#	SYM
cana-5361	366	166	#	#	SYM
cana-5361	366	167	#	#	SYM
cana-5361	366	168	#	#	SYM
cana-5361	366	169	#	#	SYM
cana-5361	366	170	#	#	NUM
cana-5361	366	171	#	#	NOUN
cana-5361	366	172	report	report	NOUN
cana-5361	366	173	of	of	ADP
cana-5361	366	174	knn	knn	PROPN
cana-5361	366	175	precision	precision	PROPN
cana-5361	366	176	recall	recall	PROPN
cana-5361	366	177	f1	f1	NOUN
cana-5361	366	178	-	-	PUNCT
cana-5361	366	179	score	score	NOUN
cana-5361	366	180	support	support	NOUN
cana-5361	366	181	0	0	NUM
cana-5361	366	182	0.74	0.74	NUM
cana-5361	366	183	0.75	0.75	NUM
cana-5361	366	184	0.75	0.75	NUM
cana-5361	366	185	118	118	NUM
cana-5361	366	186	1	1	NUM
cana-5361	366	187	0.81	0.81	NUM
cana-5361	366	188	0.80	0.80	NUM
cana-5361	366	189	0.81	0.81	NUM
cana-5361	366	190	158	158	NUM
cana-5361	366	191	accuracy	accuracy	NOUN
cana-5361	366	192	0.78	0.78	NUM
cana-5361	366	193	276	276	NUM
cana-5361	366	194	macro	macro	NOUN
cana-5361	366	195	avg	avg	PROPN
cana-5361	366	196	0.78	0.78	NUM
cana-5361	366	197	0.78	0.78	NUM
cana-5361	366	198	0.78	0.78	NUM
cana-5361	366	199	276	276	NUM
cana-5361	366	200	weighted	weight	VERB
cana-5361	366	201	avg	avg	NOUN
cana-5361	366	202	0.78	0.78	NUM
cana-5361	366	203	0.78	0.78	NUM
cana-5361	366	204	0.78	0.78	NUM
cana-5361	366	205	276	276	NUM
cana-5361	366	206	#	#	SYM
cana-5361	366	207	#	#	SYM
cana-5361	366	208	#	#	SYM
cana-5361	366	209	#	#	SYM
cana-5361	366	210	#	#	SYM
cana-5361	366	211	#	#	SYM
cana-5361	366	212	#	#	SYM
cana-5361	366	213	#	#	SYM
cana-5361	366	214	#	#	SYM
cana-5361	366	215	#	#	SYM
cana-5361	366	216	#	#	SYM
cana-5361	366	217	#	#	SYM
cana-5361	366	218	#	#	SYM
cana-5361	366	219	#	#	SYM
cana-5361	366	220	#	#	SYM
cana-5361	366	221	#	#	SYM
cana-5361	366	222	#	#	SYM
cana-5361	366	223	#	#	SYM
cana-5361	366	224	#	#	SYM
cana-5361	366	225	#	#	SYM
cana-5361	366	226	#	#	SYM
cana-5361	366	227	#	#	SYM
cana-5361	366	228	#	#	SYM
cana-5361	366	229	#	#	SYM
cana-5361	366	230	#	#	SYM
cana-5361	366	231	#	#	SYM
cana-5361	366	232	#	#	SYM
cana-5361	366	233	#	#	SYM
cana-5361	366	234	#	#	SYM
cana-5361	366	235	#	#	SYM
cana-5361	366	236	#	#	SYM
cana-5361	366	237	#	#	SYM
cana-5361	366	238	#	#	SYM
cana-5361	366	239	#	#	SYM
cana-5361	366	240	#	#	SYM
cana-5361	366	241	#	#	SYM
cana-5361	366	242	#	#	SYM
cana-5361	366	243	#	#	SYM
cana-5361	366	244	#	#	SYM
cana-5361	366	245	#	#	SYM
cana-5361	366	246	#	#	SYM
cana-5361	366	247	#	#	SYM
cana-5361	366	248	#	#	SYM
cana-5361	366	249	#	#	SYM
cana-5361	366	250	#	#	SYM
cana-5361	366	251	#	#	SYM
cana-5361	366	252	#	#	SYM
cana-5361	366	253	#	#	SYM
cana-5361	366	254	#	#	NUM
cana-5361	366	255	#	#	NOUN
cana-5361	366	256	report	report	NOUN
cana-5361	366	257	of	of	ADP
cana-5361	366	258	svm	svm	PROPN
cana-5361	366	259	precision	precision	NOUN
cana-5361	366	260	recall	recall	NOUN
cana-5361	366	261	f1	f1	NOUN
cana-5361	366	262	-	-	PUNCT
cana-5361	366	263	score	score	NOUN
cana-5361	366	264	support	support	NOUN
cana-5361	366	265	0	0	NUM
cana-5361	366	266	0.87	0.87	NUM
cana-5361	366	267	0.81	0.81	NUM
cana-5361	366	268	0.84	0.84	NUM
cana-5361	366	269	118	118	NUM
cana-5361	366	270	1	1	NUM
cana-5361	366	271	0.86	0.86	NUM
cana-5361	366	272	0.91	0.91	NUM
cana-5361	366	273	0.89	0.89	NUM
cana-5361	366	274	158	158	NUM
cana-5361	366	275	accuracy	accuracy	NOUN
cana-5361	366	276	0.87	0.87	NUM
cana-5361	366	277	276	276	NUM
cana-5361	366	278	macro	macro	NOUN
cana-5361	366	279	avg	avg	PROPN
cana-5361	366	280	0.87	0.87	NUM
cana-5361	366	281	0.86	0.86	NUM
cana-5361	366	282	0.86	0.86	NUM
cana-5361	366	283	276	276	NUM
cana-5361	366	284	weighted	weight	VERB
cana-5361	366	285	avg	avg	NOUN
cana-5361	366	286	0.87	0.87	NUM
cana-5361	366	287	0.87	0.87	NUM
cana-5361	366	288	0.87	0.87	NUM
cana-5361	366	289	276	276	NUM
cana-5361	366	290	#	#	SYM
cana-5361	366	291	#	#	SYM
cana-5361	366	292	#	#	SYM
cana-5361	366	293	#	#	SYM
cana-5361	366	294	#	#	SYM
cana-5361	366	295	#	#	SYM
cana-5361	366	296	#	#	SYM
cana-5361	366	297	#	#	SYM
cana-5361	366	298	#	#	SYM
cana-5361	366	299	#	#	SYM
cana-5361	366	300	#	#	SYM
cana-5361	366	301	#	#	SYM
cana-5361	366	302	#	#	SYM
cana-5361	366	303	#	#	SYM
cana-5361	366	304	#	#	SYM
cana-5361	366	305	#	#	SYM
cana-5361	366	306	#	#	SYM
cana-5361	366	307	#	#	SYM
cana-5361	366	308	#	#	SYM
cana-5361	366	309	#	#	SYM
cana-5361	366	310	#	#	SYM
cana-5361	366	311	#	#	SYM
cana-5361	366	312	#	#	SYM
cana-5361	366	313	#	#	SYM
cana-5361	366	314	#	#	SYM
cana-5361	366	315	#	#	SYM
cana-5361	366	316	#	#	SYM
cana-5361	366	317	#	#	SYM
cana-5361	366	318	#	#	SYM
cana-5361	366	319	#	#	SYM
cana-5361	366	320	#	#	SYM
cana-5361	366	321	#	#	SYM
cana-5361	366	322	#	#	SYM
cana-5361	366	323	#	#	SYM
cana-5361	366	324	#	#	SYM
cana-5361	366	325	#	#	SYM
cana-5361	366	326	#	#	SYM
cana-5361	366	327	#	#	SYM
cana-5361	366	328	#	#	SYM
cana-5361	366	329	#	#	SYM
cana-5361	366	330	#	#	SYM
cana-5361	366	331	#	#	SYM
cana-5361	366	332	#	#	SYM
cana-5361	366	333	#	#	SYM
cana-5361	366	334	#	#	SYM
cana-5361	366	335	#	#	SYM
cana-5361	366	336	#	#	SYM
cana-5361	366	337	#	#	SYM
cana-5361	366	338	#	#	NUM
cana-5361	366	339	#	#	NOUN
cana-5361	366	340	report	report	NOUN
cana-5361	366	341	of	of	ADP
cana-5361	366	342	svm	svm	PROPN
cana-5361	366	343	precision	precision	NOUN
cana-5361	366	344	recall	recall	NOUN
cana-5361	366	345	f1	f1	NOUN
cana-5361	366	346	-	-	PUNCT
cana-5361	366	347	score	score	NOUN
cana-5361	366	348	support	support	NOUN
cana-5361	366	349	0	0	NUM
cana-5361	366	350	0.80	0.80	NUM
cana-5361	366	351	0.81	0.81	NUM
cana-5361	366	352	0.80	0.80	NUM
cana-5361	366	353	118	118	NUM
cana-5361	366	354	1	1	NUM
cana-5361	366	355	0.85	0.85	NUM
cana-5361	366	356	0.85	0.85	NUM
cana-5361	366	357	0.85	0.85	NUM
cana-5361	366	358	158	158	NUM
cana-5361	366	359	accuracy	accuracy	NOUN
cana-5361	366	360	0.83	0.83	NUM
cana-5361	366	361	276	276	NUM
cana-5361	366	362	macro	macro	NOUN
cana-5361	366	363	avg	avg	NOUN
cana-5361	366	364	0.83	0.83	NUM
cana-5361	366	365	0.83	0.83	NUM
cana-5361	366	366	0.83	0.83	NUM
cana-5361	366	367	276	276	NUM
cana-5361	366	368	weighted	weight	VERB
cana-5361	366	369	avg	avg	NOUN
cana-5361	366	370	0.83	0.83	NUM
cana-5361	366	371	0.83	0.83	NUM
cana-5361	366	372	0.83	0.83	NUM
cana-5361	366	373	276	276	NUM
cana-5361	366	374	communications	communication	NOUN
cana-5361	366	375	on	on	ADP
cana-5361	366	376	applied	apply	VERB
cana-5361	366	377	nonlinear	nonlinear	ADJ
cana-5361	366	378	analysis	analysis	NOUN
cana-5361	366	379	issn	issn	NOUN
cana-5361	366	380	:	:	PUNCT
cana-5361	366	381	1074	1074	NUM
cana-5361	366	382	-	-	PUNCT
cana-5361	366	383	133x	133x	NUM
cana-5361	366	384	vol	vol	VERB
cana-5361	366	385	32	32	NUM
cana-5361	366	386	no	no	NOUN
cana-5361	366	387	.	.	PUNCT
cana-5361	367	1	10s	10	NOUN
cana-5361	367	2	(	(	PUNCT
cana-5361	367	3	2025	2025	NUM
cana-5361	367	4	)	)	PUNCT
cana-5361	367	5	1979	1979	NUM
cana-5361	367	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-5361	367	7	machine	machine	NOUN
cana-5361	367	8	learning	learning	NOUN
cana-5361	367	9	&	&	CCONJ
cana-5361	367	10	predictive	predictive	ADJ
cana-5361	367	11	analytics	analytic	NOUN
cana-5361	367	12	prepare	prepare	VERB
cana-5361	367	13	data	datum	NOUN
cana-5361	367	14	for	for	ADP
cana-5361	367	15	modelling	model	VERB
cana-5361	367	16	model	model	NOUN
cana-5361	367	17	1	1	NUM
cana-5361	367	18	:	:	PUNCT
cana-5361	367	19	logistic	logistic	ADJ
cana-5361	367	20	regression	regression	NOUN
cana-5361	367	21	precision	precision	NOUN
cana-5361	367	22	recall	recall	VERB
cana-5361	367	23	f1	f1	NOUN
cana-5361	367	24	-	-	PUNCT
cana-5361	367	25	score	score	NOUN
cana-5361	367	26	support	support	NOUN
cana-5361	367	27	0	0	NUM
cana-5361	367	28	0.77	0.77	NUM
cana-5361	367	29	0.67	0.67	NUM
cana-5361	367	30	0.71	0.71	NUM
cana-5361	367	31	30	30	NUM
cana-5361	367	32	1	1	NUM
cana-5361	367	33	0.71	0.71	NUM
cana-5361	367	34	0.81	0.81	NUM
cana-5361	367	35	0.76	0.76	NUM
cana-5361	367	36	31	31	NUM
cana-5361	367	37	accuracy	accuracy	NOUN
cana-5361	367	38	0.74	0.74	NUM
cana-5361	367	39	61	61	NUM
cana-5361	367	40	macro	macro	NOUN
cana-5361	367	41	avg	avg	NOUN
cana-5361	367	42	0.74	0.74	NUM
cana-5361	367	43	0.74	0.74	NUM
cana-5361	367	44	0.74	0.74	NUM
cana-5361	367	45	61	61	NUM
cana-5361	367	46	weighted	weight	VERB
cana-5361	367	47	avg	avg	NOUN
cana-5361	367	48	0.74	0.74	NUM
cana-5361	367	49	0.74	0.74	NUM
cana-5361	367	50	0.74	0.74	NUM
cana-5361	367	51	61	61	NUM
cana-5361	367	52	model	model	NOUN
cana-5361	367	53	2	2	NUM
cana-5361	367	54	:	:	PUNCT
cana-5361	367	55	k	k	PROPN
cana-5361	367	56	-	-	PUNCT
cana-5361	367	57	nn	nn	PROPN
cana-5361	367	58	(	(	PUNCT
cana-5361	367	59	k	k	X
cana-5361	367	60	-	-	PUNCT
cana-5361	367	61	nearest	near	ADJ
cana-5361	367	62	neighbors	neighbor	NOUN
cana-5361	367	63	)	)	PUNCT
cana-5361	367	64	precision	precision	NOUN
cana-5361	367	65	recall	recall	NOUN
cana-5361	367	66	f1	f1	NOUN
cana-5361	367	67	-	-	PUNCT
cana-5361	367	68	score	score	NOUN
cana-5361	367	69	support	support	NOUN
cana-5361	367	70	0	0	NUM
cana-5361	367	71	0.78	0.78	NUM
cana-5361	367	72	0.70	0.70	NUM
cana-5361	367	73	0.74	0.74	NUM
cana-5361	367	74	30	30	NUM
cana-5361	367	75	1	1	NUM
cana-5361	367	76	0.74	0.74	NUM
cana-5361	367	77	0.81	0.81	NUM
cana-5361	367	78	0.77	0.77	NUM
cana-5361	367	79	31	31	NUM
cana-5361	367	80	accuracy	accuracy	NOUN
cana-5361	367	81	0.75	0.75	NUM
cana-5361	367	82	61	61	NUM
cana-5361	367	83	macro	macro	NOUN
cana-5361	367	84	avg	avg	NOUN
cana-5361	367	85	0.76	0.76	NUM
cana-5361	367	86	0.75	0.75	NUM
cana-5361	367	87	0.75	0.75	NUM
cana-5361	367	88	61	61	NUM
cana-5361	367	89	weighted	weight	VERB
cana-5361	367	90	avg	avg	NOUN
cana-5361	367	91	0.76	0.76	NUM
cana-5361	367	92	0.75	0.75	NUM
cana-5361	367	93	0.75	0.75	NUM
cana-5361	367	94	61	61	NUM
cana-5361	367	95	model	model	NOUN
cana-5361	367	96	3	3	NUM
cana-5361	367	97	:	:	PUNCT
cana-5361	367	98	svm	svm	PROPN
cana-5361	367	99	(	(	PUNCT
cana-5361	367	100	support	support	NOUN
cana-5361	367	101	vector	vector	NOUN
cana-5361	367	102	machine	machine	NOUN
cana-5361	367	103	)	)	PUNCT
cana-5361	367	104	0	0	NUM
cana-5361	368	1	0.80	0.80	NUM
cana-5361	368	2	0.67	0.67	NUM
cana-5361	368	3	0.73	0.73	NUM
cana-5361	368	4	30	30	NUM
cana-5361	368	5	1	1	NUM
cana-5361	368	6	0.72	0.72	NUM
cana-5361	368	7	0.84	0.84	NUM
cana-5361	368	8	0.73	0.73	NUM
cana-5361	368	9	31	31	NUM
cana-5361	368	10	accuracy	accuracy	NOUN
cana-5361	368	11	0.75	0.75	NUM
cana-5361	368	12	61	61	NUM
cana-5361	368	13	macro	macro	NOUN
cana-5361	368	14	avg	avg	NOUN
cana-5361	368	15	0.76	0.76	NUM
cana-5361	368	16	0.75	0.75	NUM
cana-5361	368	17	0.75	0.75	NUM
cana-5361	368	18	61	61	NUM
cana-5361	368	19	weighted	weight	VERB
cana-5361	368	20	avg	avg	NOUN
cana-5361	368	21	0.76	0.76	NUM
cana-5361	368	22	0.75	0.75	NUM
cana-5361	368	23	0.75	0.75	NUM
cana-5361	368	24	61	61	NUM
cana-5361	368	25	model	model	NOUN
cana-5361	368	26	4	4	NUM
cana-5361	368	27	:	:	PUNCT
cana-5361	368	28	naives	naif	NOUN
cana-5361	368	29	bayes	bayes	PROPN
cana-5361	368	30	classifier	classifier	PROPN
cana-5361	368	31	precision	precision	PROPN
cana-5361	368	32	recall	recall	VERB
cana-5361	368	33	f1	f1	NOUN
cana-5361	368	34	-	-	PUNCT
cana-5361	368	35	score	score	NOUN
cana-5361	368	36	support	support	NOUN
cana-5361	368	37	0	0	NUM
cana-5361	368	38	0.79	0.79	NUM
cana-5361	368	39	0.73	0.73	NUM
cana-5361	368	40	0.76	0.76	NUM
cana-5361	368	41	30	30	NUM
cana-5361	368	42	1	1	NUM
cana-5361	368	43	0.76	0.76	NUM
cana-5361	368	44	0.81	0.81	NUM
cana-5361	368	45	0.78	0.78	NUM
cana-5361	368	46	31	31	NUM
cana-5361	368	47	accuracy	accuracy	NOUN
cana-5361	368	48	0.77	0.77	NUM
cana-5361	368	49	61	61	NUM
cana-5361	368	50	macro	macro	NOUN
cana-5361	368	51	avg	avg	NOUN
cana-5361	368	52	0.77	0.77	NUM
cana-5361	368	53	0.77	0.77	NUM
cana-5361	368	54	0.77	0.77	NUM
cana-5361	368	55	61	61	NUM
cana-5361	368	56	weighted	weight	VERB
cana-5361	368	57	avg	avg	NOUN
cana-5361	368	58	0.77	0.77	NUM
cana-5361	368	59	0.77	0.77	NUM
cana-5361	368	60	0.77	0.77	NUM
cana-5361	368	61	61	61	NUM
cana-5361	368	62	model	model	NOUN
cana-5361	368	63	5	5	NUM
cana-5361	368	64	:	:	PUNCT
cana-5361	368	65	decision	decision	NOUN
cana-5361	368	66	trees	tree	NOUN
cana-5361	368	67	precision	precision	NOUN
cana-5361	368	68	recall	recall	NOUN
cana-5361	368	69	f1	f1	NOUN
cana-5361	368	70	-	-	PUNCT
cana-5361	368	71	score	score	NOUN
cana-5361	368	72	support	support	NOUN
cana-5361	368	73	0	0	NUM
cana-5361	368	74	0.68	0.68	NUM
cana-5361	368	75	0.70	0.70	NUM
cana-5361	368	76	0.69	0.69	NUM
cana-5361	368	77	30	30	NUM
cana-5361	368	78	1	1	NUM
cana-5361	368	79	0.70	0.70	NUM
cana-5361	368	80	0.68	0.68	NUM
cana-5361	368	81	0.69	0.69	NUM
cana-5361	368	82	31	31	NUM
cana-5361	368	83	accuracy	accuracy	NOUN
cana-5361	368	84	0.69	0.69	NUM
cana-5361	368	85	61	61	NUM
cana-5361	368	86	macro	macro	NOUN
cana-5361	368	87	avg	avg	NOUN
cana-5361	368	88	0.69	0.69	NUM
cana-5361	368	89	0.69	0.69	NUM
cana-5361	368	90	0.69	0.69	NUM
cana-5361	368	91	61	61	NUM
cana-5361	368	92	weighted	weight	VERB
cana-5361	368	93	avg	avg	NOUN
cana-5361	368	94	0.69	0.69	NUM
cana-5361	368	95	0.69	0.69	NUM
cana-5361	368	96	0.69	0.69	NUM
cana-5361	368	97	61	61	NUM
cana-5361	368	98	model	model	NOUN
cana-5361	368	99	6	6	NUM
cana-5361	368	100	:	:	PUNCT
cana-5361	368	101	random	random	ADJ
cana-5361	368	102	forest	forest	NOUN
cana-5361	368	103	precision	precision	NOUN
cana-5361	368	104	recall	recall	NOUN
cana-5361	368	105	f1	f1	NOUN
cana-5361	368	106	-	-	PUNCT
cana-5361	368	107	score	score	NOUN
cana-5361	368	108	support	support	NOUN
cana-5361	368	109	communications	communication	NOUN
cana-5361	368	110	on	on	ADP
cana-5361	368	111	applied	apply	VERB
cana-5361	368	112	nonlinear	nonlinear	ADJ
cana-5361	368	113	analysis	analysis	NOUN
cana-5361	368	114	issn	issn	NOUN
cana-5361	368	115	:	:	PUNCT
cana-5361	368	116	1074	1074	NUM
cana-5361	368	117	-	-	PUNCT
cana-5361	368	118	133x	133x	NUM
cana-5361	368	119	vol	vol	VERB
cana-5361	368	120	32	32	NUM
cana-5361	368	121	no	no	NOUN
cana-5361	368	122	.	.	PUNCT
cana-5361	369	1	10s	10	NOUN
cana-5361	369	2	(	(	PUNCT
cana-5361	369	3	2025	2025	NUM
cana-5361	369	4	)	)	PUNCT
cana-5361	369	5	1980	1980	NUM
cana-5361	369	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-5361	369	7	0	0	NUM
cana-5361	369	8	0.88	0.88	NUM
cana-5361	369	9	0.70	0.70	NUM
cana-5361	369	10	0.78	0.78	NUM
cana-5361	369	11	30	30	NUM
cana-5361	369	12	1	1	NUM
cana-5361	369	13	0.76	0.76	NUM
cana-5361	369	14	0.90	0.90	NUM
cana-5361	369	15	0.82	0.82	NUM
cana-5361	369	16	31	31	NUM
cana-5361	369	17	accuracy	accuracy	NOUN
cana-5361	369	18	0.80	0.80	NUM
cana-5361	369	19	61	61	NUM
cana-5361	369	20	macro	macro	NOUN
cana-5361	369	21	avg	avg	NOUN
cana-5361	369	22	0.82	0.82	NUM
cana-5361	369	23	0.80	0.80	NUM
cana-5361	369	24	0.80	0.80	NUM
cana-5361	369	25	61	61	NUM
cana-5361	369	26	weighted	weight	VERB
cana-5361	369	27	avg	avg	NOUN
cana-5361	369	28	0.81	0.81	NUM
cana-5361	369	29	0.80	0.80	NUM
cana-5361	369	30	0.80	0.80	NUM
cana-5361	369	31	61	61	NUM
cana-5361	369	32	model	model	NOUN
cana-5361	369	33	7	7	NUM
cana-5361	369	34	:	:	SYM
cana-5361	369	35	xgboost	xgboost	PROPN
cana-5361	369	36	precision	precision	PROPN
cana-5361	369	37	recall	recall	VERB
cana-5361	369	38	f1	f1	NOUN
cana-5361	369	39	-	-	PUNCT
cana-5361	369	40	score	score	NOUN
cana-5361	369	41	support	support	NOUN
cana-5361	369	42	0	0	NUM
cana-5361	369	43	0.75	0.75	NUM
cana-5361	369	44	0.70	0.70	NUM
cana-5361	369	45	0.72	0.72	NUM
cana-5361	369	46	30	30	NUM
cana-5361	369	47	1	1	NUM
cana-5361	369	48	0.73	0.73	NUM
cana-5361	369	49	0.77	0.77	NUM
cana-5361	369	50	0.75	0.75	NUM
cana-5361	369	51	31	31	NUM
cana-5361	369	52	accuracy	accuracy	NOUN
cana-5361	369	53	0.74	0.74	NUM
cana-5361	369	54	61	61	NUM
cana-5361	369	55	macro	macro	NOUN
cana-5361	369	56	avg	avg	NOUN
cana-5361	369	57	0.74	0.74	NUM
cana-5361	369	58	0.74	0.74	NUM
cana-5361	369	59	0.74	0.74	NUM
cana-5361	369	60	61	61	NUM
cana-5361	369	61	weighted	weight	VERB
cana-5361	369	62	avg	avg	NOUN
cana-5361	369	63	0.74	0.74	NUM
cana-5361	369	64	0.74	0.74	NUM
cana-5361	369	65	0.74	0.74	NUM
cana-5361	369	66	61	61	NUM
cana-5361	369	67	feature	feature	NOUN
cana-5361	369	68	:	:	PUNCT
cana-5361	369	69	0	0	NUM
cana-5361	369	70	,	,	PUNCT
cana-5361	369	71	score	score	NOUN
cana-5361	369	72	:	:	PUNCT
cana-5361	369	73	0.07814	0.07814	NUM
cana-5361	369	74	feature	feature	NOUN
cana-5361	369	75	:	:	PUNCT
cana-5361	369	76	1	1	NUM
cana-5361	369	77	,	,	PUNCT
cana-5361	369	78	score	score	NOUN
cana-5361	369	79	:	:	PUNCT
cana-5361	369	80	0.04206	0.04206	NUM
cana-5361	369	81	feature	feature	NOUN
cana-5361	369	82	:	:	PUNCT
cana-5361	369	83	2	2	NUM
cana-5361	369	84	,	,	PUNCT
cana-5361	369	85	score	score	NOUN
cana-5361	369	86	:	:	PUNCT
cana-5361	369	87	0.16580	0.16580	NUM
cana-5361	369	88	feature	feature	NOUN
cana-5361	369	89	:	:	PUNCT
cana-5361	369	90	3	3	NUM
cana-5361	369	91	,	,	PUNCT
cana-5361	369	92	score	score	NOUN
cana-5361	369	93	:	:	PUNCT
cana-5361	369	94	0.07477	0.07477	NUM
cana-5361	369	95	feature	feature	NOUN
cana-5361	369	96	:	:	PUNCT
cana-5361	369	97	4	4	NUM
cana-5361	369	98	,	,	PUNCT
cana-5361	369	99	score	score	NOUN
cana-5361	369	100	:	:	PUNCT
cana-5361	369	101	0.07587	0.07587	NUM
cana-5361	369	102	feature	feature	NOUN
cana-5361	369	103	:	:	PUNCT
cana-5361	369	104	5	5	NUM
cana-5361	369	105	,	,	PUNCT
cana-5361	369	106	score	score	NOUN
cana-5361	369	107	:	:	PUNCT
cana-5361	369	108	0.00828	0.00828	NUM
cana-5361	369	109	feature	feature	NOUN
cana-5361	369	110	:	:	PUNCT
cana-5361	369	111	6	6	NUM
cana-5361	369	112	,	,	PUNCT
cana-5361	369	113	score	score	NOUN
cana-5361	369	114	:	:	PUNCT
cana-5361	369	115	0.02014	0.02014	NUM
cana-5361	369	116	feature	feature	NOUN
cana-5361	369	117	:	:	PUNCT
cana-5361	369	118	7	7	NUM
cana-5361	369	119	,	,	PUNCT
cana-5361	369	120	score	score	NOUN
cana-5361	369	121	:	:	PUNCT
cana-5361	369	122	0.12772	0.12772	NUM
cana-5361	369	123	feature	feature	NOUN
cana-5361	369	124	:	:	PUNCT
cana-5361	369	125	8	8	NUM
cana-5361	369	126	,	,	PUNCT
cana-5361	369	127	score	score	NOUN
cana-5361	369	128	:	:	PUNCT
cana-5361	369	129	0.06950	0.06950	NUM
cana-5361	369	130	feature	feature	NOUN
cana-5361	369	131	:	:	PUNCT
cana-5361	369	132	9	9	NUM
cana-5361	369	133	,	,	PUNCT
cana-5361	369	134	score	score	NOUN
cana-5361	369	135	:	:	PUNCT
cana-5361	369	136	0.09957	0.09957	NUM
cana-5361	369	137	feature	feature	NOUN
cana-5361	369	138	:	:	PUNCT
cana-5361	369	139	10	10	NUM
cana-5361	369	140	,	,	PUNCT
cana-5361	369	141	score	score	NOUN
cana-5361	369	142	:	:	PUNCT
cana-5361	369	143	0.04677	0.04677	NUM
cana-5361	369	144	feature	feature	NOUN
cana-5361	369	145	:	:	PUNCT
cana-5361	369	146	11	11	NUM
cana-5361	369	147	,	,	PUNCT
cana-5361	369	148	score	score	NOUN
cana-5361	369	149	:	:	PUNCT
cana-5361	369	150	0.11667	0.11667	NUM
cana-5361	369	151	feature	feature	NOUN
cana-5361	369	152	:	:	PUNCT
cana-5361	369	153	12	12	NUM
cana-5361	369	154	,	,	PUNCT
cana-5361	369	155	score	score	NOUN
cana-5361	369	156	:	:	PUNCT
cana-5361	369	157	0.07473	0.07473	NUM
cana-5361	369	158	fig	fig	NOUN
cana-5361	369	159	29	29	NUM
cana-5361	369	160	.	.	PUNCT
cana-5361	370	1	feature	feature	NOUN
cana-5361	370	2	importance	importance	NOUN
cana-5361	370	3	values	value	NOUN
cana-5361	370	4	for	for	ADP
cana-5361	370	5	a	a	DET
cana-5361	370	6	machine	machine	NOUN
cana-5361	370	7	learning	learn	VERB
cana-5361	370	8	model	model	NOUN
cana-5361	370	9	communications	communication	NOUN
cana-5361	370	10	on	on	ADP
cana-5361	370	11	applied	apply	VERB
cana-5361	370	12	nonlinear	nonlinear	ADJ
cana-5361	370	13	analysis	analysis	NOUN
cana-5361	370	14	issn	issn	NOUN
cana-5361	370	15	:	:	PUNCT
cana-5361	370	16	1074	1074	NUM
cana-5361	370	17	-	-	PUNCT
cana-5361	370	18	133x	133x	NUM
cana-5361	370	19	vol	vol	VERB
cana-5361	370	20	32	32	NUM
cana-5361	370	21	no	no	NOUN
cana-5361	370	22	.	.	PUNCT
cana-5361	371	1	10s	10	NOUN
cana-5361	371	2	(	(	PUNCT
cana-5361	371	3	2025	2025	NUM
cana-5361	371	4	)	)	PUNCT
cana-5361	371	5	1981	1981	NUM
cana-5361	371	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-5361	371	7	in	in	ADP
cana-5361	371	8	fig	fig	NOUN
cana-5361	371	9	29	29	NUM
cana-5361	371	10	,	,	PUNCT
cana-5361	371	11	appears	appear	VERB
cana-5361	371	12	to	to	PART
cana-5361	371	13	be	be	AUX
cana-5361	371	14	a	a	DET
cana-5361	371	15	horizontal	horizontal	ADJ
cana-5361	371	16	bar	bar	NOUN
cana-5361	371	17	chart	chart	NOUN
cana-5361	371	18	displaying	display	VERB
cana-5361	371	19	feature	feature	NOUN
cana-5361	371	20	importance	importance	NOUN
cana-5361	371	21	values	value	NOUN
cana-5361	371	22	for	for	ADP
cana-5361	371	23	a	a	DET
cana-5361	371	24	machine	machine	NOUN
cana-5361	371	25	learning	learn	VERB
cana-5361	371	26	model	model	NOUN
cana-5361	371	27	.	.	PUNCT
cana-5361	372	1	here	here	ADV
cana-5361	372	2	’s	’	VERB
cana-5361	372	3	a	a	DET
cana-5361	372	4	breakdown	breakdown	NOUN
cana-5361	372	5	of	of	ADP
cana-5361	372	6	what	what	PRON
cana-5361	372	7	it	it	PRON
cana-5361	372	8	represents	represent	VERB
cana-5361	372	9	:	:	PUNCT
cana-5361	372	10	1	1	X
cana-5361	372	11	.	.	NOUN
cana-5361	372	12	feature	feature	NOUN
cana-5361	372	13	importance	importance	NOUN
cana-5361	372	14	:	:	PUNCT
cana-5361	372	15	the	the	DET
cana-5361	372	16	chart	chart	NOUN
cana-5361	372	17	ranks	rank	VERB
cana-5361	372	18	various	various	ADJ
cana-5361	372	19	features	feature	NOUN
cana-5361	372	20	based	base	VERB
cana-5361	372	21	on	on	ADP
cana-5361	372	22	their	their	PRON
cana-5361	372	23	contribution	contribution	NOUN
cana-5361	372	24	to	to	ADP
cana-5361	372	25	the	the	DET
cana-5361	372	26	model	model	NOUN
cana-5361	372	27	’s	’s	PART
cana-5361	372	28	predictions	prediction	NOUN
cana-5361	372	29	.	.	PUNCT
cana-5361	373	1	the	the	PRON
cana-5361	373	2	longer	long	ADJ
cana-5361	373	3	the	the	DET
cana-5361	373	4	bar	bar	NOUN
cana-5361	373	5	,	,	PUNCT
cana-5361	373	6	the	the	PRON
cana-5361	373	7	more	more	ADV
cana-5361	373	8	significant	significant	ADJ
cana-5361	373	9	the	the	DET
cana-5361	373	10	feature	feature	NOUN
cana-5361	373	11	.	.	PUNCT
cana-5361	374	1	2	2	X
cana-5361	374	2	.	.	X
cana-5361	374	3	top	top	ADJ
cana-5361	374	4	features	feature	NOUN
cana-5361	374	5	:	:	PUNCT
cana-5361	374	6	the	the	DET
cana-5361	374	7	most	most	ADV
cana-5361	374	8	important	important	ADJ
cana-5361	374	9	features	feature	NOUN
cana-5361	374	10	include	include	VERB
cana-5361	374	11	:	:	PUNCT
cana-5361	375	1	➢	➢	X
cana-5361	375	2	cp	cp	INTJ
cana-5361	375	3	(	(	PUNCT
cana-5361	375	4	chest	chest	NOUN
cana-5361	375	5	pain	pain	NOUN
cana-5361	375	6	type	type	NOUN
cana-5361	375	7	)	)	PUNCT
cana-5361	375	8	➢	➢	NOUN
cana-5361	375	9	thalach	thalach	NOUN
cana-5361	375	10	(	(	PUNCT
cana-5361	375	11	maximum	maximum	ADJ
cana-5361	375	12	heart	heart	NOUN
cana-5361	375	13	rate	rate	NOUN
cana-5361	375	14	achieved	achieve	VERB
cana-5361	375	15	)	)	PUNCT
cana-5361	375	16	➢	➢	NOUN
cana-5361	375	17	ca	ca	NOUN
cana-5361	375	18	(	(	PUNCT
cana-5361	375	19	number	number	NOUN
cana-5361	375	20	of	of	ADP
cana-5361	375	21	major	major	ADJ
cana-5361	375	22	vessels	vessel	NOUN
cana-5361	375	23	)	)	PUNCT
cana-5361	375	24	➢	➢	NOUN
cana-5361	375	25	oldpeak	oldpeak	NOUN
cana-5361	375	26	(	(	PUNCT
cana-5361	375	27	st	st	PROPN
cana-5361	375	28	depression	depression	NOUN
cana-5361	375	29	induced	induce	VERB
cana-5361	375	30	by	by	ADP
cana-5361	375	31	exercise	exercise	NOUN
cana-5361	375	32	)	)	PUNCT
cana-5361	375	33	3	3	NUM
cana-5361	375	34	.	.	PUNCT
cana-5361	375	35	less	less	ADV
cana-5361	375	36	important	important	ADJ
cana-5361	375	37	features	feature	NOUN
cana-5361	375	38	:	:	PUNCT
cana-5361	375	39	the	the	DET
cana-5361	375	40	shortest	short	ADJ
cana-5361	375	41	bars	bar	NOUN
cana-5361	375	42	represent	represent	VERB
cana-5361	375	43	features	feature	NOUN
cana-5361	375	44	that	that	PRON
cana-5361	375	45	have	have	VERB
cana-5361	375	46	minimal	minimal	ADJ
cana-5361	375	47	influence	influence	NOUN
cana-5361	375	48	,	,	PUNCT
cana-5361	375	49	such	such	ADJ
cana-5361	375	50	as	as	ADP
cana-5361	375	51	fbs	fbs	X
cana-5361	375	52	(	(	PUNCT
cana-5361	375	53	fasting	fast	VERB
cana-5361	375	54	blood	blood	NOUN
cana-5361	375	55	sugar	sugar	NOUN
cana-5361	375	56	)	)	PUNCT
cana-5361	375	57	and	and	CCONJ
cana-5361	375	58	restecg	restecg	PROPN
cana-5361	375	59	(	(	PUNCT
cana-5361	375	60	resting	rest	VERB
cana-5361	375	61	electrocardiographic	electrocardiographic	ADJ
cana-5361	375	62	results	result	NOUN
cana-5361	375	63	)	)	PUNCT
cana-5361	375	64	.	.	PUNCT
cana-5361	376	1	4	4	X
cana-5361	376	2	.	.	X
cana-5361	376	3	possible	possible	ADJ
cana-5361	376	4	context	context	NOUN
cana-5361	376	5	:	:	PUNCT
cana-5361	376	6	this	this	PRON
cana-5361	376	7	could	could	AUX
cana-5361	376	8	be	be	AUX
cana-5361	376	9	related	relate	VERB
cana-5361	376	10	to	to	ADP
cana-5361	376	11	a	a	DET
cana-5361	376	12	heart	heart	NOUN
cana-5361	376	13	disease	disease	NOUN
cana-5361	376	14	prediction	prediction	NOUN
cana-5361	376	15	model	model	NOUN
cana-5361	376	16	,	,	PUNCT
cana-5361	376	17	where	where	SCONJ
cana-5361	376	18	the	the	DET
cana-5361	376	19	listed	list	VERB
cana-5361	376	20	features	feature	NOUN
cana-5361	376	21	come	come	VERB
cana-5361	376	22	from	from	ADP
cana-5361	376	23	a	a	DET
cana-5361	376	24	dataset	dataset	NOUN
cana-5361	376	25	like	like	ADP
cana-5361	376	26	the	the	DET
cana-5361	376	27	uci	uci	PROPN
cana-5361	376	28	heart	heart	NOUN
cana-5361	376	29	disease	disease	NOUN
cana-5361	376	30	dataset	dataset	VERB
cana-5361	376	31	.	.	PUNCT
cana-5361	377	1	5	5	X
cana-5361	377	2	.	.	X
cana-5361	377	3	conclusion	conclusion	NOUN
cana-5361	377	4	this	this	DET
cana-5361	377	5	research	research	NOUN
cana-5361	377	6	demonstrates	demonstrate	VERB
cana-5361	377	7	an	an	DET
cana-5361	377	8	effective	effective	ADJ
cana-5361	377	9	feature	feature	NOUN
cana-5361	377	10	selection	selection	NOUN
cana-5361	377	11	method	method	NOUN
cana-5361	377	12	for	for	ADP
cana-5361	377	13	heart	heart	NOUN
cana-5361	377	14	disease	disease	NOUN
cana-5361	377	15	prediction	prediction	NOUN
cana-5361	377	16	.	.	PUNCT
cana-5361	378	1	our	our	PRON
cana-5361	378	2	findings	finding	NOUN
cana-5361	378	3	show	show	VERB
cana-5361	378	4	that	that	SCONJ
cana-5361	378	5	reducing	reduce	VERB
cana-5361	378	6	features	feature	NOUN
cana-5361	378	7	indiscriminately	indiscriminately	ADV
cana-5361	378	8	degrades	degrade	VERB
cana-5361	378	9	classifier	classifier	ADJ
cana-5361	378	10	performance	performance	NOUN
cana-5361	378	11	,	,	PUNCT
cana-5361	378	12	while	while	SCONJ
cana-5361	378	13	selecting	select	VERB
cana-5361	378	14	the	the	DET
cana-5361	378	15	most	most	ADV
cana-5361	378	16	relevant	relevant	ADJ
cana-5361	378	17	ones	one	NOUN
cana-5361	378	18	enhances	enhance	VERB
cana-5361	378	19	accuracy	accuracy	NOUN
cana-5361	378	20	.	.	PUNCT
cana-5361	379	1	the	the	DET
cana-5361	379	2	incremental	incremental	ADJ
cana-5361	379	3	feature	feature	NOUN
cana-5361	379	4	selection	selection	NOUN
cana-5361	379	5	method	method	NOUN
cana-5361	379	6	achieves	achieve	VERB
cana-5361	379	7	over	over	ADP
cana-5361	379	8	90	90	NUM
cana-5361	379	9	%	%	NOUN
cana-5361	379	10	of	of	ADP
cana-5361	379	11	the	the	DET
cana-5361	379	12	best	good	ADJ
cana-5361	379	13	performance	performance	NOUN
cana-5361	379	14	,	,	PUNCT
cana-5361	379	15	highlighting	highlight	VERB
cana-5361	379	16	the	the	DET
cana-5361	379	17	importance	importance	NOUN
cana-5361	379	18	of	of	ADP
cana-5361	379	19	key	key	ADJ
cana-5361	379	20	features	feature	NOUN
cana-5361	379	21	.	.	PUNCT
cana-5361	380	1	the	the	DET
cana-5361	380	2	selection	selection	NOUN
cana-5361	380	3	methods	method	NOUN
cana-5361	380	4	by	by	ADP
cana-5361	380	5	consistently	consistently	ADV
cana-5361	380	6	improving	improve	VERB
cana-5361	380	7	classifier	classifier	NOUN
cana-5361	380	8	accuracy	accuracy	NOUN
cana-5361	380	9	across	across	ADP
cana-5361	380	10	datasets	dataset	NOUN
cana-5361	380	11	..	..	PUNCT
cana-5361	380	12	these	these	DET
cana-5361	380	13	results	result	NOUN
cana-5361	380	14	confirm	confirm	VERB
cana-5361	380	15	the	the	DET
cana-5361	380	16	value	value	NOUN
cana-5361	380	17	of	of	ADP
cana-5361	380	18	optimizing	optimize	VERB
cana-5361	380	19	feature	feature	NOUN
cana-5361	380	20	selection	selection	NOUN
cana-5361	380	21	for	for	ADP
cana-5361	380	22	heart	heart	NOUN
cana-5361	380	23	disease	disease	NOUN
cana-5361	380	24	prediction	prediction	NOUN
cana-5361	380	25	.	.	PUNCT
cana-5361	381	1	additionally	additionally	ADV
cana-5361	381	2	,	,	PUNCT
cana-5361	381	3	eliminating	eliminate	VERB
cana-5361	381	4	irrelevant	irrelevant	ADJ
cana-5361	381	5	or	or	CCONJ
cana-5361	381	6	redundant	redundant	ADJ
cana-5361	381	7	features	feature	NOUN
cana-5361	381	8	not	not	PART
cana-5361	381	9	only	only	ADV
cana-5361	381	10	improves	improve	VERB
cana-5361	381	11	model	model	NOUN
cana-5361	381	12	performance	performance	NOUN
cana-5361	381	13	but	but	CCONJ
cana-5361	381	14	also	also	ADV
cana-5361	381	15	enhances	enhance	VERB
cana-5361	381	16	computational	computational	ADJ
cana-5361	381	17	efficiency	efficiency	NOUN
cana-5361	381	18	,	,	PUNCT
cana-5361	381	19	reducing	reduce	VERB
cana-5361	381	20	training	training	NOUN
cana-5361	381	21	time	time	NOUN
cana-5361	381	22	and	and	CCONJ
cana-5361	381	23	overfitting	overfitte	VERB
cana-5361	381	24	risks	risk	NOUN
cana-5361	381	25	.	.	PUNCT
cana-5361	382	1	these	these	DET
cana-5361	382	2	findings	finding	NOUN
cana-5361	382	3	emphasize	emphasize	VERB
cana-5361	382	4	the	the	DET
cana-5361	382	5	importance	importance	NOUN
cana-5361	382	6	of	of	ADP
cana-5361	382	7	feature	feature	NOUN
cana-5361	382	8	selection	selection	NOUN
cana-5361	382	9	in	in	ADP
cana-5361	382	10	medical	medical	ADJ
cana-5361	382	11	diagnostics	diagnostic	NOUN
cana-5361	382	12	and	and	CCONJ
cana-5361	382	13	suggest	suggest	VERB
cana-5361	382	14	that	that	PRON
cana-5361	382	15	can	can	AUX
cana-5361	382	16	be	be	AUX
cana-5361	382	17	a	a	DET
cana-5361	382	18	valuable	valuable	ADJ
cana-5361	382	19	tool	tool	NOUN
cana-5361	382	20	for	for	ADP
cana-5361	382	21	improving	improve	VERB
cana-5361	382	22	predictive	predictive	ADJ
cana-5361	382	23	modelling	modelling	NOUN
cana-5361	382	24	in	in	ADP
cana-5361	382	25	healthcare	healthcare	NOUN
cana-5361	382	26	applications	application	NOUN
cana-5361	382	27	.	.	PUNCT
cana-5361	383	1	references	reference	NOUN
cana-5361	383	2	[	[	X
cana-5361	383	3	1	1	NUM
cana-5361	383	4	]	]	X
cana-5361	383	5	ansarullah	ansarullah	PROPN
cana-5361	383	6	,	,	PUNCT
cana-5361	383	7	s.i	s.i	PROPN
cana-5361	383	8	.	.	PROPN
cana-5361	383	9	,	,	PUNCT
cana-5361	383	10	&	&	CCONJ
cana-5361	383	11	kumar	kumar	PROPN
cana-5361	383	12	,	,	PUNCT
cana-5361	383	13	p.(2019	p.(2019	PROPN
cana-5361	383	14	)	)	PUNCT
cana-5361	383	15	.	.	PUNCT
cana-5361	384	1	a	a	DET
cana-5361	384	2	methodical	methodical	ADJ
cana-5361	384	3	writing	writing	NOUN
cana-5361	384	4	audit	audit	NOUN
cana-5361	384	5	on	on	ADP
cana-5361	384	6	cardiovascular	cardiovascular	ADJ
cana-5361	384	7	issue	issue	NOUN
cana-5361	384	8	i	i	PROPN
cana-5361	384	9	d	d	NOUN
cana-5361	384	10	utilizing	utilize	VERB
cana-5361	384	11	information	information	NOUN
cana-5361	384	12	mining	mining	NOUN
cana-5361	384	13	and	and	CCONJ
cana-5361	384	14	ai	ai	PROPN
cana-5361	384	15	strategy.int	strategy.int	PROPN
cana-5361	384	16	.	.	PUNCT
cana-5361	385	1	j.	j.	PROPN
cana-5361	385	2	late	late	PROPN
cana-5361	385	3	technol	technol	PROPN
cana-5361	385	4	.	.	PUNCT
cana-5361	386	1	eng	eng	PROPN
cana-5361	386	2	.	.	PROPN
cana-5361	386	3	,7(6s	,7(6s	PROPN
cana-5361	386	4	)	)	PUNCT
cana-5361	386	5	,	,	PUNCT
cana-5361	386	6	1009–1015	1009–1015	NUM
cana-5361	386	7	[	[	X
cana-5361	386	8	2	2	NUM
cana-5361	386	9	]	]	PUNCT
cana-5361	386	10	haq	haq	PROPN
cana-5361	386	11	,	,	PUNCT
cana-5361	386	12	u.	u.	PROPN
cana-5361	386	13	,li	,li	PROPN
cana-5361	386	14	,	,	PUNCT
cana-5361	386	15	j.p	j.p	PROPN
cana-5361	386	16	.	.	PROPN
cana-5361	386	17	,khan	,khan	PROPN
cana-5361	386	18	,	,	PUNCT
cana-5361	386	19	j.	j.	PROPN
cana-5361	386	20	,memon	,memon	PROPN
cana-5361	386	21	,	,	PUNCT
cana-5361	386	22	m.h	m.h	PROPN
cana-5361	386	23	.	.	PROPN
cana-5361	386	24	,nazir	,nazir	PROPN
cana-5361	386	25	,	,	PUNCT
cana-5361	386	26	s.	s.	PROPN
cana-5361	386	27	,	,	PUNCT
cana-5361	386	28	ahmad	ahmad	PROPN
cana-5361	386	29	,	,	PUNCT
cana-5361	386	30	s.	s.	PROPN
cana-5361	386	31	,	,	PUNCT
cana-5361	386	32	khan	khan	PROPN
cana-5361	386	33	,	,	PUNCT
cana-5361	386	34	g.a	g.a	PROPN
cana-5361	386	35	.	.	PROPN
cana-5361	386	36	,&ali	,&ali	PUNCT
cana-5361	386	37	,	,	PUNCT
cana-5361	386	38	a.(2020).'intelligent	a.(2020).'intelligent	NUM
cana-5361	386	39	ai	ai	VERB
cana-5361	386	40	approach	approach	NOUN
cana-5361	386	41	for	for	ADP
cana-5361	386	42	compelling	compelling	ADJ
cana-5361	386	43	acknowledgment	acknowledgment	NOUN
cana-5361	386	44	of	of	ADP
cana-5361	386	45	diabetes	diabetes	NOUN
cana-5361	386	46	in	in	ADP
cana-5361	386	47	e	e	NOUN
cana-5361	386	48	-	-	ADJ
cana-5361	386	49	medical	medical	ADJ
cana-5361	386	50	services	service	NOUN
cana-5361	386	51	utilizing	utilize	VERB
cana-5361	386	52	clinical	clinical	ADJ
cana-5361	386	53	information.sensors	information.sensor	NOUN
cana-5361	386	54	,	,	PUNCT
cana-5361	386	55	20(9	20(9	NUM
cana-5361	386	56	)	)	PUNCT
cana-5361	386	57	,	,	PUNCT
cana-5361	386	58	2649	2649	NUM
cana-5361	386	59	.	.	PUNCT
cana-5361	387	1	[	[	X
cana-5361	387	2	3	3	NUM
cana-5361	387	3	]	]	X
cana-5361	387	4	mohan	mohan	PROPN
cana-5361	387	5	,	,	PUNCT
cana-5361	387	6	s.	s.	PROPN
cana-5361	387	7	,thirumalai	,thirumalai	PROPN
cana-5361	387	8	,	,	PUNCT
cana-5361	387	9	c.	c.	PROPN
cana-5361	387	10	,	,	PUNCT
cana-5361	387	11	&	&	CCONJ
cana-5361	387	12	srivastava	srivastava	PROPN
cana-5361	387	13	,	,	PUNCT
cana-5361	387	14	g.(2019).effective	g.(2019).effective	ADJ
cana-5361	387	15	coronary	coronary	ADJ
cana-5361	387	16	illness	illness	NOUN
cana-5361	387	17	expectationutilizing	expectationutilize	VERB
cana-5361	387	18	crossover	crossover	NOUN
cana-5361	387	19	ai	ai	VERB
cana-5361	387	20	methods.ieee	methods.ieee	NOUN
cana-5361	387	21	access,7,81542–81554	access,7,81542–81554	PROPN
cana-5361	387	22	.	.	PUNCT
cana-5361	388	1	[	[	X
cana-5361	388	2	4	4	X
cana-5361	388	3	]	]	X
cana-5361	388	4	terrada	terrada	NOUN
cana-5361	388	5	o	o	NOUN
cana-5361	388	6	,	,	PUNCT
cana-5361	388	7	hamida	hamida	PROPN
cana-5361	388	8	s	s	PART
cana-5361	388	9	,	,	PUNCT
cana-5361	388	10	cherradi	cherradi	NOUN
cana-5361	388	11	b	b	NUM
cana-5361	388	12	,	,	PUNCT
cana-5361	388	13	raihani	raihani	VERB
cana-5361	388	14	a	a	PRON
cana-5361	388	15	,	,	PUNCT
cana-5361	388	16	bouattane	bouattane	PROPN
cana-5361	388	17	o	o	X
cana-5361	388	18	(	(	PUNCT
cana-5361	388	19	2020	2020	NUM
cana-5361	388	20	)	)	PUNCT
cana-5361	388	21	supervised	supervise	VERB
cana-5361	388	22	machine	machine	NOUN
cana-5361	388	23	learning	learning	NOUN
cana-5361	388	24	-	-	PUNCT
cana-5361	388	25	based	base	VERB
cana-5361	388	26	medical	medical	ADJ
cana-5361	388	27	diagnosis	diagnosis	NOUN
cana-5361	388	28	support	support	NOUN
cana-5361	388	29	system	system	NOUN
cana-5361	388	30	for	for	ADP
cana-5361	388	31	prediction	prediction	NOUN
cana-5361	388	32	of	of	ADP
cana-5361	388	33	patients	patient	NOUN
cana-5361	388	34	with	with	ADP
cana-5361	388	35	heart	heart	NOUN
cana-5361	388	36	disease	disease	NOUN
cana-5361	388	37	.	.	PUNCT
cana-5361	389	1	adv	adv	PROPN
cana-5361	389	2	sci	sci	PROPN
cana-5361	389	3	technol	technol	PROPN
cana-5361	389	4	eng	eng	PROPN
cana-5361	389	5	syst	syst	PROPN
cana-5361	389	6	j	j	PROPN
cana-5361	389	7	5(5):269–277.[11	5(5):269–277.[11	NUM
cana-5361	389	8	]	]	PUNCT
cana-5361	389	9	communications	communication	NOUN
cana-5361	389	10	on	on	ADP
cana-5361	389	11	applied	apply	VERB
cana-5361	389	12	nonlinear	nonlinear	ADJ
cana-5361	389	13	analysis	analysis	NOUN
cana-5361	389	14	issn	issn	NOUN
cana-5361	389	15	:	:	PUNCT
cana-5361	389	16	1074	1074	NUM
cana-5361	389	17	-	-	PUNCT
cana-5361	389	18	133x	133x	NUM
cana-5361	389	19	vol	vol	VERB
cana-5361	389	20	32	32	NUM
cana-5361	389	21	no	no	NOUN
cana-5361	389	22	.	.	PUNCT
cana-5361	390	1	10s	10	NOUN
cana-5361	390	2	(	(	PUNCT
cana-5361	390	3	2025	2025	NUM
cana-5361	390	4	)	)	PUNCT
cana-5361	390	5	1982	1982	NUM
cana-5361	390	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-5361	391	1	[	[	X
cana-5361	391	2	5	5	X
cana-5361	391	3	]	]	PUNCT
cana-5361	391	4	t.	t.	NOUN
cana-5361	391	5	amarbayasgalan	amarbayasgalan	PROPN
cana-5361	391	6	,	,	PUNCT
cana-5361	391	7	v.	v.	PROPN
cana-5361	391	8	pham	pham	PROPN
cana-5361	391	9	,	,	PUNCT
cana-5361	391	10	n.	n.	PROPN
cana-5361	391	11	theera	theera	NOUN
cana-5361	391	12	-	-	PUNCT
cana-5361	391	13	umpon	umpon	PROPN
cana-5361	391	14	,	,	PUNCT
cana-5361	391	15	y.	y.	PROPN
cana-5361	391	16	piao	piao	PROPN
cana-5361	391	17	and	and	CCONJ
cana-5361	391	18	k.	k.	PROPN
cana-5361	391	19	h.	h.	PROPN
cana-5361	391	20	ryu	ryu	PROPN
cana-5361	391	21	,	,	PUNCT
cana-5361	391	22	"	"	PUNCT
cana-5361	391	23	an	an	DET
cana-5361	391	24	efficient	efficient	ADJ
cana-5361	391	25	prediction	prediction	NOUN
cana-5361	391	26	method	method	NOUN
cana-5361	391	27	for	for	ADP
cana-5361	391	28	coronary	coronary	ADJ
cana-5361	391	29	heart	heart	NOUN
cana-5361	391	30	disease	disease	NOUN
cana-5361	391	31	risk	risk	NOUN
cana-5361	391	32	based	base	VERB
cana-5361	391	33	on	on	ADP
cana-5361	391	34	two	two	NUM
cana-5361	391	35	deep	deep	ADJ
cana-5361	391	36	neural	neural	ADJ
cana-5361	391	37	networks	network	NOUN
cana-5361	391	38	trained	train	VERB
cana-5361	391	39	on	on	ADP
cana-5361	391	40	wellordered	wellordere	VERB
cana-5361	391	41	training	training	NOUN
cana-5361	391	42	datasets	dataset	NOUN
cana-5361	391	43	,	,	PUNCT
cana-5361	391	44	"	"	PUNCT
cana-5361	391	45	ieee	ieee	NOUN
cana-5361	391	46	access	access	NOUN
cana-5361	391	47	,	,	PUNCT
cana-5361	391	48	vol	vol	NOUN
cana-5361	391	49	.	.	NOUN
cana-5361	391	50	9	9	NUM
cana-5361	391	51	,	,	PUNCT
cana-5361	391	52	pp	pp	ADJ
cana-5361	391	53	.	.	PUNCT
cana-5361	392	1	135210	135210	NUM
cana-5361	392	2	-	-	SYM
cana-5361	392	3	135223	135223	NUM
cana-5361	392	4	,	,	PUNCT
cana-5361	392	5	2021	2021	NUM
cana-5361	392	6	.	.	PUNCT
cana-5361	393	1	[	[	X
cana-5361	393	2	6	6	NUM
cana-5361	393	3	]	]	PUNCT
cana-5361	393	4	d.	d.	PROPN
cana-5361	393	5	k.	k.	PROPN
cana-5361	393	6	plati	plati	PROPN
cana-5361	393	7	,	,	PUNCT
cana-5361	393	8	e.	e.	PROPN
cana-5361	393	9	e.	e.	PROPN
cana-5361	393	10	tripoliti	tripoliti	PROPN
cana-5361	393	11	,	,	PUNCT
cana-5361	393	12	a.	a.	NOUN
cana-5361	393	13	bechlioulis	bechlioulis	PROPN
cana-5361	393	14	,	,	PUNCT
cana-5361	393	15	a.	a.	PROPN
cana-5361	393	16	ramos	ramos	PROPN
cana-5361	393	17	,	,	PUNCT
cana-5361	393	18	i.	i.	PROPN
cana-5361	393	19	dimou	dimou	PROPN
cana-5361	393	20	,	,	PUNCT
cana-5361	393	21	l.	l.	PROPN
cana-5361	393	22	lakkas	lakkas	PROPN
cana-5361	393	23	,	,	PUNCT
cana-5361	393	24	et	et	PROPN
cana-5361	393	25	al	al	PROPN
cana-5361	393	26	.	.	PROPN
cana-5361	393	27	,	,	PUNCT
cana-5361	393	28	"	"	PUNCT
cana-5361	393	29	a	a	DET
cana-5361	393	30	machine	machine	NOUN
cana-5361	393	31	learning	learn	VERB
cana-5361	393	32	approach	approach	NOUN
cana-5361	393	33	for	for	ADP
cana-5361	393	34	chronic	chronic	ADJ
cana-5361	393	35	heart	heart	NOUN
cana-5361	393	36	failure	failure	NOUN
cana-5361	393	37	diagnosis",diagnostics	diagnosis",diagnostic	NOUN
cana-5361	393	38	,	,	PUNCT
cana-5361	393	39	vol	vol	NOUN
cana-5361	393	40	.	.	PROPN
cana-5361	393	41	11	11	NUM
cana-5361	393	42	,	,	PUNCT
cana-5361	393	43	no	no	INTJ
cana-5361	393	44	.	.	NOUN
cana-5361	393	45	10	10	NUM
cana-5361	393	46	,	,	PUNCT
cana-5361	393	47	pp	pp	ADJ
cana-5361	393	48	.	.	PUNCT
cana-5361	394	1	1863	1863	NUM
cana-5361	394	2	,	,	PUNCT
cana-5361	394	3	oct	oct	PROPN
cana-5361	394	4	.	.	PROPN
cana-5361	394	5	2021	2021	NUM
cana-5361	394	6	.	.	PUNCT
cana-5361	395	1	[	[	X
cana-5361	395	2	7	7	X
cana-5361	395	3	]	]	PUNCT
cana-5361	395	4	s.	s.	PROPN
cana-5361	395	5	sarah	sarah	PROPN
cana-5361	395	6	,	,	PUNCT
cana-5361	395	7	m.	m.	PROPN
cana-5361	395	8	k.	k.	PROPN
cana-5361	395	9	gourisaria	gourisaria	PROPN
cana-5361	395	10	,	,	PUNCT
cana-5361	395	11	s.	s.	PROPN
cana-5361	395	12	khare	khare	PROPN
cana-5361	395	13	and	and	CCONJ
cana-5361	395	14	h.	h.	PROPN
cana-5361	395	15	das	das	PROPN
cana-5361	395	16	,	,	PUNCT
cana-5361	395	17	"	"	PUNCT
cana-5361	395	18	heart	heart	NOUN
cana-5361	395	19	disease	disease	NOUN
cana-5361	395	20	prediction	prediction	NOUN
cana-5361	395	21	using	use	VERB
cana-5361	395	22	core	core	NOUN
cana-5361	395	23	machine	machine	NOUN
cana-5361	395	24	learning	learn	VERB
cana-5361	395	25	techniques	technique	NOUN
cana-5361	395	26	—	—	PUNCT
cana-5361	395	27	a	a	DET
cana-5361	395	28	comparative	comparative	ADJ
cana-5361	395	29	study	study	NOUN
cana-5361	395	30	"	"	PUNCT
cana-5361	395	31	in	in	ADP
cana-5361	395	32	advances	advance	NOUN
cana-5361	395	33	in	in	ADP
cana-5361	395	34	data	datum	NOUN
cana-5361	395	35	and	and	CCONJ
cana-5361	395	36	information	information	NOUN
cana-5361	395	37	sciences	science	NOUN
cana-5361	395	38	,	,	PUNCT
cana-5361	395	39	springer	springer	NOUN
cana-5361	395	40	,	,	PUNCT
cana-5361	395	41	pp	pp	ADP
cana-5361	395	42	.	.	PUNCT
cana-5361	396	1	247	247	NUM
cana-5361	396	2	-	-	SYM
cana-5361	396	3	260	260	NUM
cana-5361	396	4	,	,	PUNCT
cana-5361	396	5	2022	2022	NUM
cana-5361	396	6	.	.	PUNCT
cana-5361	397	1	[	[	X
cana-5361	397	2	8	8	NUM
cana-5361	397	3	]	]	X
cana-5361	397	4	d.	d.	PROPN
cana-5361	397	5	c.	c.	PROPN
cana-5361	397	6	yadav	yadav	PROPN
cana-5361	397	7	and	and	CCONJ
cana-5361	397	8	s.	s.	PROPN
cana-5361	397	9	pal	pal	PROPN
cana-5361	397	10	,	,	PUNCT
cana-5361	397	11	"	"	PUNCT
cana-5361	397	12	prediction	prediction	NOUN
cana-5361	397	13	of	of	ADP
cana-5361	397	14	heart	heart	NOUN
cana-5361	397	15	disease	disease	NOUN
cana-5361	397	16	using	use	VERB
cana-5361	397	17	feature	feature	NOUN
cana-5361	397	18	selection	selection	NOUN
cana-5361	397	19	and	and	CCONJ
cana-5361	397	20	random	random	ADJ
cana-5361	397	21	forest	forest	NOUN
cana-5361	397	22	ensemble	ensemble	ADJ
cana-5361	397	23	method	method	NOUN
cana-5361	397	24	,	,	PUNCT
cana-5361	397	25	"	"	PUNCT
cana-5361	397	26	int	int	NOUN
cana-5361	397	27	.	.	PUNCT
cana-5361	398	1	j.	j.	PROPN
cana-5361	398	2	pharmaceutical	pharmaceutical	PROPN
cana-5361	398	3	res	re	NOUN
cana-5361	398	4	.	.	PUNCT
cana-5361	398	5	,	,	PUNCT
cana-5361	398	6	vol	vol	NOUN
cana-5361	398	7	.	.	PROPN
cana-5361	399	1	12	12	NUM
cana-5361	399	2	,	,	PUNCT
cana-5361	399	3	no	no	INTJ
cana-5361	399	4	.	.	NOUN
cana-5361	399	5	4	4	NUM
cana-5361	399	6	,	,	PUNCT
cana-5361	399	7	pp	pp	ADJ
cana-5361	399	8	.	.	PUNCT
cana-5361	400	1	56	56	NUM
cana-5361	400	2	-	-	SYM
cana-5361	400	3	66	66	NUM
cana-5361	400	4	,	,	PUNCT
cana-5361	400	5	2020	2020	NUM
cana-5361	400	6	.	.	PUNCT
cana-5361	401	1	[	[	X
cana-5361	401	2	9	9	NUM
cana-5361	401	3	]	]	PUNCT
cana-5361	401	4	m.	m.	NOUN
cana-5361	401	5	m.	m.	PROPN
cana-5361	401	6	ali	ali	PROPN
cana-5361	401	7	,	,	PUNCT
cana-5361	401	8	b.	b.	PROPN
cana-5361	401	9	k.	k.	PROPN
cana-5361	401	10	paul	paul	PROPN
cana-5361	401	11	,	,	PUNCT
cana-5361	401	12	k.	k.	PROPN
cana-5361	401	13	ahmed	ahmed	PROPN
cana-5361	401	14	,	,	PUNCT
cana-5361	401	15	f.	f.	PROPN
cana-5361	401	16	m.	m.	PROPN
cana-5361	401	17	bui	bui	PROPN
cana-5361	401	18	,	,	PUNCT
cana-5361	401	19	j.	j.	PROPN
cana-5361	401	20	m.	m.	PROPN
cana-5361	401	21	w.	w.	PROPN
cana-5361	401	22	quinn	quinn	PROPN
cana-5361	401	23	and	and	CCONJ
cana-5361	401	24	m.	m.	NOUN
cana-5361	401	25	a.	a.	PROPN
cana-5361	401	26	moni	moni	PROPN
cana-5361	401	27	,	,	PUNCT
cana-5361	401	28	"	"	PUNCT
cana-5361	401	29	heart	heart	NOUN
cana-5361	401	30	disease	disease	NOUN
cana-5361	401	31	prediction	prediction	NOUN
cana-5361	401	32	using	use	VERB
cana-5361	401	33	supervised	supervised	ADJ
cana-5361	401	34	machine	machine	NOUN
cana-5361	401	35	learning	learning	NOUN
cana-5361	401	36	algorithms	algorithm	NOUN
cana-5361	401	37	:	:	PUNCT
cana-5361	401	38	performance	performance	NOUN
cana-5361	401	39	analysis	analysis	NOUN
cana-5361	401	40	and	and	CCONJ
cana-5361	401	41	comparison	comparison	NOUN
cana-5361	401	42	,	,	PUNCT
cana-5361	401	43	"	"	PUNCT
cana-5361	401	44	comput	comput	NOUN
cana-5361	401	45	.	.	PUNCT
cana-5361	402	1	biol	biol	PROPN
cana-5361	402	2	.	.	PUNCT
cana-5361	403	1	med	med	PROPN
cana-5361	403	2	.	.	PROPN
cana-5361	403	3	,	,	PUNCT
cana-5361	403	4	vol	vol	NOUN
cana-5361	403	5	.	.	PROPN
cana-5361	403	6	136	136	NUM
cana-5361	403	7	,	,	PUNCT
cana-5361	403	8	sep	sep	PROPN
cana-5361	403	9	.	.	PROPN
cana-5361	403	10	2021	2021	NUM
cana-5361	403	11	.	.	PUNCT
cana-5361	404	1	[	[	X
cana-5361	404	2	10	10	NUM
cana-5361	404	3	]	]	PUNCT
cana-5361	404	4	m.	m.	NOUN
cana-5361	404	5	gjoreski	gjoreski	PROPN
cana-5361	404	6	,	,	PUNCT
cana-5361	404	7	a.	a.	NOUN
cana-5361	404	8	gradišek	gradišek	PROPN
cana-5361	404	9	,	,	PUNCT
cana-5361	404	10	b.	b.	PROPN
cana-5361	404	11	budna	budna	PROPN
cana-5361	404	12	,	,	PUNCT
cana-5361	404	13	m.	m.	NOUN
cana-5361	404	14	gams	gams	PROPN
cana-5361	404	15	and	and	CCONJ
cana-5361	404	16	g.	g.	PROPN
cana-5361	404	17	poglajen	poglajen	PROPN
cana-5361	404	18	,	,	PUNCT
cana-5361	404	19	"	"	PUNCT
cana-5361	404	20	machine	machine	NOUN
cana-5361	404	21	learning	learning	NOUN
cana-5361	404	22	and	and	CCONJ
cana-5361	404	23	endto	endto	NOUN
cana-5361	404	24	-	-	PUNCT
cana-5361	404	25	end	end	NOUN
cana-5361	404	26	deep	deep	ADJ
cana-5361	404	27	learning	learning	NOUN
cana-5361	404	28	for	for	ADP
cana-5361	404	29	the	the	DET
cana-5361	404	30	detection	detection	NOUN
cana-5361	404	31	of	of	ADP
cana-5361	404	32	chronic	chronic	ADJ
cana-5361	404	33	heart	heart	NOUN
cana-5361	404	34	failure	failure	NOUN
cana-5361	404	35	from	from	ADP
cana-5361	404	36	heart	heart	NOUN
cana-5361	404	37	sounds	sound	VERB
cana-5361	404	38	,	,	PUNCT
cana-5361	404	39	"	"	PUNCT
cana-5361	404	40	ieee	ieee	NOUN
cana-5361	404	41	access	access	NOUN
cana-5361	404	42	,	,	PUNCT
cana-5361	404	43	vol	vol	NOUN
cana-5361	404	44	.	.	PROPN
cana-5361	404	45	8	8	NUM
cana-5361	404	46	,	,	PUNCT
cana-5361	404	47	pp	pp	ADJ
cana-5361	404	48	.	.	PUNCT
cana-5361	405	1	20313	20313	NUM
cana-5361	405	2	-	-	SYM
cana-5361	405	3	20324	20324	NUM
cana-5361	405	4	,	,	PUNCT
cana-5361	405	5	2020	2020	NUM
cana-5361	405	6	.	.	PUNCT
cana-5361	406	1	[	[	X
cana-5361	406	2	11	11	NUM
cana-5361	406	3	]	]	PUNCT
cana-5361	406	4	a.	a.	NOUN
cana-5361	406	5	m.	m.	PROPN
cana-5361	406	6	qadri	qadri	PROPN
cana-5361	406	7	,	,	PUNCT
cana-5361	406	8	a.	a.	NOUN
cana-5361	406	9	raza	raza	PROPN
cana-5361	406	10	,	,	PUNCT
cana-5361	406	11	k.	k.	PROPN
cana-5361	406	12	munir	munir	PROPN
cana-5361	406	13	,	,	PUNCT
cana-5361	406	14	and	and	CCONJ
cana-5361	406	15	m.	m.	PROPN
cana-5361	406	16	s.	s.	PROPN
cana-5361	406	17	almutairi	almutairi	PROPN
cana-5361	406	18	,	,	PUNCT
cana-5361	406	19	"	"	PUNCT
cana-5361	406	20	effective	effective	ADJ
cana-5361	406	21	feature	feature	NOUN
cana-5361	406	22	engineering	engineering	NOUN
cana-5361	406	23	technique	technique	NOUN
cana-5361	406	24	for	for	ADP
cana-5361	406	25	heart	heart	NOUN
cana-5361	406	26	disease	disease	NOUN
cana-5361	406	27	prediction	prediction	NOUN
cana-5361	406	28	with	with	ADP
cana-5361	406	29	machine	machine	NOUN
cana-5361	406	30	learning	learning	NOUN
cana-5361	406	31	,	,	PUNCT
cana-5361	406	32	"	"	PUNCT
cana-5361	406	33	in	in	ADP
cana-5361	406	34	ieee	ieee	NOUN
cana-5361	406	35	access	access	NOUN
cana-5361	406	36	,	,	PUNCT
cana-5361	406	37	vol	vol	NOUN
cana-5361	406	38	.	.	PROPN
cana-5361	406	39	11	11	NUM
cana-5361	406	40	,	,	PUNCT
cana-5361	406	41	pp	pp	ADJ
cana-5361	406	42	.	.	PUNCT
cana-5361	407	1	56214	56214	NUM
cana-5361	407	2	-	-	SYM
cana-5361	407	3	56224	56224	NUM
cana-5361	407	4	,	,	PUNCT
cana-5361	407	5	2023	2023	NUM
cana-5361	407	6	.	.	PUNCT
cana-5361	408	1	[	[	X
cana-5361	408	2	12	12	NUM
cana-5361	408	3	]	]	PUNCT
cana-5361	408	4	r.	r.	PROPN
cana-5361	408	5	katarya	katarya	PROPN
cana-5361	408	6	and	and	CCONJ
cana-5361	408	7	s.	s.	PROPN
cana-5361	408	8	k.	k.	PROPN
cana-5361	408	9	meena	meena	PROPN
cana-5361	408	10	,	,	PUNCT
cana-5361	408	11	"	"	PUNCT
cana-5361	408	12	machine	machine	NOUN
cana-5361	408	13	learning	learn	VERB
cana-5361	408	14	techniques	technique	NOUN
cana-5361	408	15	for	for	ADP
cana-5361	408	16	heart	heart	NOUN
cana-5361	408	17	disease	disease	NOUN
cana-5361	408	18	prediction	prediction	NOUN
cana-5361	408	19	:	:	PUNCT
cana-5361	408	20	a	a	DET
cana-5361	408	21	comparative	comparative	ADJ
cana-5361	408	22	study	study	NOUN
cana-5361	408	23	and	and	CCONJ
cana-5361	408	24	analysis	analysis	NOUN
cana-5361	408	25	,	,	PUNCT
cana-5361	408	26	"	"	PUNCT
cana-5361	408	27	health	health	NOUN
cana-5361	408	28	technol	technol	NOUN
cana-5361	408	29	.	.	PROPN
cana-5361	408	30	,	,	PUNCT
cana-5361	408	31	vol	vol	NOUN
cana-5361	408	32	.	.	PROPN
cana-5361	408	33	11	11	NUM
cana-5361	408	34	,	,	PUNCT
cana-5361	408	35	no	no	INTJ
cana-5361	408	36	.	.	NOUN
cana-5361	408	37	1	1	NUM
cana-5361	408	38	,	,	PUNCT
cana-5361	408	39	pp	pp	ADJ
cana-5361	408	40	.	.	PUNCT
cana-5361	409	1	87	87	NUM
cana-5361	409	2	-	-	SYM
cana-5361	409	3	97	97	NUM
cana-5361	409	4	,	,	PUNCT
cana-5361	409	5	jan	jan	PROPN
cana-5361	409	6	.	.	PROPN
cana-5361	409	7	2021	2021	NUM
cana-5361	409	8	.	.	PUNCT
cana-5361	410	1	[	[	X
cana-5361	410	2	13	13	NUM
cana-5361	410	3	]	]	PUNCT
cana-5361	410	4	j.	j.	PROPN
cana-5361	410	5	p.	p.	PROPN
cana-5361	410	6	li	li	PROPN
cana-5361	410	7	,	,	PUNCT
cana-5361	410	8	a.	a.	PROPN
cana-5361	410	9	u.	u.	PROPN
cana-5361	410	10	haq	haq	PROPN
cana-5361	410	11	,	,	PUNCT
cana-5361	410	12	s.	s.	PROPN
cana-5361	410	13	u.	u.	PROPN
cana-5361	410	14	din	din	PROPN
cana-5361	410	15	,	,	PUNCT
cana-5361	410	16	j.	j.	PROPN
cana-5361	410	17	khan	khan	PROPN
cana-5361	410	18	,	,	PUNCT
cana-5361	410	19	a.	a.	PROPN
cana-5361	410	20	khan	khan	PROPN
cana-5361	410	21	,	,	PUNCT
cana-5361	410	22	and	and	CCONJ
cana-5361	410	23	a.	a.	NOUN
cana-5361	410	24	saboor	saboor	NOUN
cana-5361	410	25	,	,	PUNCT
cana-5361	410	26	"	"	PUNCT
cana-5361	410	27	heart	heart	NOUN
cana-5361	410	28	disease	disease	NOUN
cana-5361	410	29	identification	identification	NOUN
cana-5361	410	30	method	method	NOUN
cana-5361	410	31	using	use	VERB
cana-5361	410	32	machine	machine	NOUN
cana-5361	410	33	learning	learn	VERB
cana-5361	410	34	classification	classification	NOUN
cana-5361	410	35	in	in	ADP
cana-5361	410	36	e	e	NOUN
cana-5361	410	37	-	-	NOUN
cana-5361	410	38	healthcare	healthcare	NOUN
cana-5361	410	39	,	,	PUNCT
cana-5361	410	40	"	"	PUNCT
cana-5361	410	41	in	in	ADP
cana-5361	410	42	ieee	ieee	NOUN
cana-5361	410	43	access	access	NOUN
cana-5361	410	44	,	,	PUNCT
cana-5361	410	45	vol	vol	NOUN
cana-5361	410	46	.	.	PROPN
cana-5361	410	47	8	8	NUM
cana-5361	410	48	,	,	PUNCT
cana-5361	410	49	pp	pp	ADJ
cana-5361	410	50	.	.	PUNCT
cana-5361	410	51	107562	107562	NUM
cana-5361	410	52	-	-	SYM
cana-5361	410	53	107582	107582	NUM
cana-5361	410	54	,	,	PUNCT
cana-5361	410	55	2020	2020	NUM
cana-5361	410	56	.	.	PUNCT
cana-5361	411	1	[	[	X
cana-5361	411	2	14	14	NUM
cana-5361	411	3	]	]	PUNCT
cana-5361	411	4	a.	a.	NOUN
cana-5361	411	5	a.	a.	NOUN
cana-5361	411	6	almazroi	almazroi	PROPN
cana-5361	411	7	,	,	PUNCT
cana-5361	411	8	e.	e.	PROPN
cana-5361	411	9	a.	a.	PROPN
cana-5361	411	10	aldhahri	aldhahri	PROPN
cana-5361	411	11	,	,	PUNCT
cana-5361	411	12	s.	s.	PROPN
cana-5361	411	13	bashir	bashir	PROPN
cana-5361	411	14	and	and	CCONJ
cana-5361	411	15	s.	s.	PROPN
cana-5361	411	16	ashfaq	ashfaq	PROPN
cana-5361	411	17	,	,	PUNCT
cana-5361	411	18	"	"	PUNCT
cana-5361	411	19	a	a	DET
cana-5361	411	20	clinical	clinical	ADJ
cana-5361	411	21	decision	decision	NOUN
cana-5361	411	22	support	support	NOUN
cana-5361	411	23	system	system	NOUN
cana-5361	411	24	for	for	ADP
cana-5361	411	25	heart	heart	NOUN
cana-5361	411	26	disease	disease	NOUN
cana-5361	411	27	prediction	prediction	NOUN
cana-5361	411	28	using	use	VERB
cana-5361	411	29	deep	deep	ADJ
cana-5361	411	30	learning	learning	NOUN
cana-5361	411	31	,	,	PUNCT
cana-5361	411	32	"	"	PUNCT
cana-5361	411	33	in	in	ADP
cana-5361	411	34	ieee	ieee	NOUN
cana-5361	411	35	access	access	NOUN
cana-5361	411	36	,	,	PUNCT
cana-5361	411	37	vol	vol	NOUN
cana-5361	411	38	.	.	PROPN
cana-5361	411	39	11	11	NUM
cana-5361	411	40	,	,	PUNCT
cana-5361	411	41	pp	pp	ADJ
cana-5361	411	42	.	.	PUNCT
cana-5361	411	43	6164661659	6164661659	NUM
cana-5361	411	44	,	,	PUNCT
cana-5361	411	45	2023	2023	NUM
cana-5361	411	46	.	.	PUNCT
cana-5361	412	1	[	[	X
cana-5361	412	2	15	15	NUM
cana-5361	412	3	]	]	PUNCT
cana-5361	412	4	t.	t.	PROPN
cana-5361	412	5	rahman	rahman	PROPN
cana-5361	412	6	,	,	PUNCT
cana-5361	412	7	m.	m.	PROPN
cana-5361	412	8	k.	k.	PROPN
cana-5361	412	9	a.	a.	PROPN
cana-5361	412	10	a.	a.	PROPN
cana-5361	412	11	al	al	PROPN
cana-5361	412	12	-	-	PUNCT
cana-5361	412	13	ruweidi	ruweidi	PROPN
cana-5361	412	14	,	,	PUNCT
cana-5361	412	15	m.	m.	NOUN
cana-5361	412	16	s.	s.	PROPN
cana-5361	412	17	i.	i.	PROPN
cana-5361	412	18	sumon	sumon	PROPN
cana-5361	412	19	,	,	PUNCT
cana-5361	412	20	r.	r.	PROPN
cana-5361	412	21	y.	y.	PROPN
cana-5361	412	22	kamal	kamal	PROPN
cana-5361	412	23	,	,	PUNCT
cana-5361	412	24	m.	m.	PROPN
cana-5361	412	25	e.	e.	PROPN
cana-5361	412	26	h.	h.	PROPN
cana-5361	412	27	chowdhury	chowdhury	PROPN
cana-5361	412	28	and	and	CCONJ
cana-5361	412	29	h.	h.	PROPN
cana-5361	412	30	c.	c.	PROPN
cana-5361	412	31	yalcin	yalcin	PROPN
cana-5361	412	32	,	,	PUNCT
cana-5361	412	33	"	"	PUNCT
cana-5361	412	34	deep	deep	ADJ
cana-5361	412	35	learning	learning	NOUN
cana-5361	412	36	technique	technique	NOUN
cana-5361	412	37	for	for	ADP
cana-5361	412	38	congenital	congenital	ADJ
cana-5361	412	39	heart	heart	NOUN
cana-5361	412	40	disease	disease	NOUN
cana-5361	412	41	detection	detection	NOUN
cana-5361	412	42	using	use	VERB
cana-5361	412	43	stacking	stacking	NOUN
cana-5361	412	44	-	-	PUNCT
cana-5361	412	45	based	base	VERB
cana-5361	412	46	cnn	cnn	PROPN
cana-5361	412	47	-	-	PUNCT
cana-5361	412	48	lstm	lstm	PROPN
cana-5361	412	49	models	model	NOUN
cana-5361	412	50	from	from	ADP
cana-5361	412	51	fetal	fetal	ADJ
cana-5361	412	52	echocardiogram	echocardiogram	NOUN
cana-5361	412	53	:	:	PUNCT
cana-5361	412	54	a	a	DET
cana-5361	412	55	pilot	pilot	NOUN
cana-5361	412	56	study	study	NOUN
cana-5361	412	57	,	,	PUNCT
cana-5361	412	58	"	"	PUNCT
cana-5361	412	59	ieee	ieee	NOUN
cana-5361	412	60	access	access	NOUN
cana-5361	412	61	,	,	PUNCT
cana-5361	412	62	vol	vol	NOUN
cana-5361	412	63	.	.	PROPN
cana-5361	412	64	11	11	NUM
cana-5361	412	65	,	,	PUNCT
cana-5361	412	66	pp	pp	ADJ
cana-5361	412	67	.	.	PUNCT
cana-5361	413	1	110375	110375	NUM
cana-5361	413	2	-	-	SYM
cana-5361	413	3	110390	110390	NUM
cana-5361	413	4	,	,	PUNCT
cana-5361	413	5	2023	2023	NUM
cana-5361	413	6	.	.	PUNCT
cana-5361	414	1	[	[	X
cana-5361	414	2	16	16	NUM
cana-5361	414	3	]	]	PUNCT
cana-5361	414	4	a.	a.	NOUN
cana-5361	414	5	kumar	kumar	PROPN
cana-5361	414	6	,	,	PUNCT
cana-5361	414	7	k.	k.	PROPN
cana-5361	414	8	u.	u.	PROPN
cana-5361	414	9	singh	singh	PROPN
cana-5361	414	10	and	and	CCONJ
cana-5361	414	11	m.	m.	PROPN
cana-5361	414	12	kumar	kumar	PROPN
cana-5361	414	13	,	,	PUNCT
cana-5361	414	14	"	"	PUNCT
cana-5361	414	15	a	a	DET
cana-5361	414	16	clinical	clinical	ADJ
cana-5361	414	17	data	data	NOUN
cana-5361	414	18	analysis	analysis	NOUN
cana-5361	414	19	based	base	VERB
cana-5361	414	20	diagnostic	diagnostic	ADJ
cana-5361	414	21	systems	system	NOUN
cana-5361	414	22	for	for	ADP
cana-5361	414	23	heart	heart	NOUN
cana-5361	414	24	disease	disease	NOUN
cana-5361	414	25	prediction	prediction	NOUN
cana-5361	414	26	using	use	VERB
cana-5361	414	27	ensemble	ensemble	ADJ
cana-5361	414	28	method	method	NOUN
cana-5361	414	29	,	,	PUNCT
cana-5361	414	30	"	"	PUNCT
cana-5361	414	31	big	big	ADJ
cana-5361	414	32	data	datum	NOUN
cana-5361	414	33	mining	mining	NOUN
cana-5361	414	34	and	and	CCONJ
cana-5361	414	35	analytics	analytic	NOUN
cana-5361	414	36	,	,	PUNCT
cana-5361	414	37	vol	vol	NOUN
cana-5361	414	38	.	.	PROPN
cana-5361	414	39	6	6	NUM
cana-5361	414	40	,	,	PUNCT
cana-5361	414	41	no	no	INTJ
cana-5361	414	42	.	.	NOUN
cana-5361	414	43	4	4	NUM
cana-5361	414	44	,	,	PUNCT
cana-5361	414	45	pp	pp	ADJ
cana-5361	414	46	.	.	PUNCT
cana-5361	415	1	513	513	NUM
cana-5361	415	2	-	-	SYM
cana-5361	415	3	525	525	NUM
cana-5361	415	4	,	,	PUNCT
cana-5361	415	5	2023	2023	NUM
cana-5361	415	6	.	.	PUNCT
cana-5361	416	1	[	[	PUNCT
cana-5361	416	2	[	[	X
cana-5361	416	3	17	17	NUM
cana-5361	416	4	]	]	X
cana-5361	416	5	y.	y.	PROPN
cana-5361	416	6	pan	pan	PROPN
cana-5361	416	7	,	,	PUNCT
cana-5361	416	8	m.	m.	NOUN
cana-5361	416	9	fu	fu	PROPN
cana-5361	416	10	,	,	PUNCT
cana-5361	416	11	b.	b.	PROPN
cana-5361	416	12	cheng	cheng	PROPN
cana-5361	416	13	,	,	PUNCT
cana-5361	416	14	x.	x.	PROPN
cana-5361	416	15	tao	tao	PROPN
cana-5361	416	16	,	,	PUNCT
cana-5361	416	17	and	and	CCONJ
cana-5361	416	18	j.	j.	PROPN
cana-5361	416	19	guo	guo	PROPN
cana-5361	416	20	,	,	PUNCT
cana-5361	416	21	"	"	PUNCT
cana-5361	416	22	enhanced	enhance	VERB
cana-5361	416	23	deep	deep	ADJ
cana-5361	416	24	learning	learning	NOUN
cana-5361	416	25	assisted	assist	VERB
cana-5361	416	26	convolutional	convolutional	ADJ
cana-5361	416	27	neural	neural	ADJ
cana-5361	416	28	network	network	NOUN
cana-5361	416	29	for	for	ADP
cana-5361	416	30	heart	heart	NOUN
cana-5361	416	31	disease	disease	NOUN
cana-5361	416	32	prediction	prediction	NOUN
cana-5361	416	33	on	on	ADP
cana-5361	416	34	the	the	DET
cana-5361	416	35	internet	internet	NOUN
cana-5361	416	36	of	of	ADP
cana-5361	416	37	medical	medical	ADJ
cana-5361	416	38	things	thing	NOUN
cana-5361	416	39	platform	platform	NOUN
cana-5361	416	40	,	,	PUNCT
cana-5361	416	41	"	"	PUNCT
cana-5361	416	42	ieee	ieee	NOUN
cana-5361	416	43	access	access	NOUN
cana-5361	416	44	,	,	PUNCT
cana-5361	416	45	vol	vol	NOUN
cana-5361	416	46	.	.	PROPN
cana-5361	416	47	8	8	NUM
cana-5361	416	48	,	,	PUNCT
cana-5361	416	49	pp	pp	ADJ
cana-5361	416	50	.	.	PUNCT
cana-5361	417	1	189503	189503	NUM
cana-5361	417	2	-	-	SYM
cana-5361	417	3	189512	189512	NUM
cana-5361	417	4	,	,	PUNCT
cana-5361	417	5	2020	2020	NUM
cana-5361	417	6	,	,	PUNCT
cana-5361	417	7	doi	doi	NOUN
cana-5361	417	8	:	:	PUNCT
cana-5361	417	9	10.1109	10.1109	NUM
cana-5361	417	10	/	/	SYM
cana-5361	417	11	access.2020.3026214	access.2020.3026214	PROPN
cana-5361	417	12	.	.	PUNCT
cana-5361	418	1	[	[	X
cana-5361	418	2	18	18	NUM
cana-5361	418	3	]	]	PUNCT
cana-5361	418	4	s.	s.	PROPN
cana-5361	418	5	e.	e.	PROPN
cana-5361	418	6	a.	a.	PROPN
cana-5361	418	7	ashri	ashri	PROPN
cana-5361	418	8	,	,	PUNCT
cana-5361	419	1	m.	m.	NOUN
cana-5361	419	2	m.	m.	PROPN
cana-5361	419	3	el	el	PROPN
cana-5361	419	4	-	-	PROPN
cana-5361	419	5	gayar	gayar	PROPN
cana-5361	419	6	and	and	CCONJ
cana-5361	419	7	e.	e.	PROPN
cana-5361	419	8	m.	m.	PROPN
cana-5361	420	1	el	el	PROPN
cana-5361	420	2	-	-	PUNCT
cana-5361	420	3	daydamony	daydamony	ADJ
cana-5361	420	4	,	,	PUNCT
cana-5361	420	5	"	"	PUNCT
cana-5361	420	6	hdpf	hdpf	NOUN
cana-5361	420	7	:	:	PUNCT
cana-5361	420	8	heart	heart	NOUN
cana-5361	420	9	disease	disease	NOUN
cana-5361	420	10	prediction	prediction	NOUN
cana-5361	420	11	framework	framework	NOUN
cana-5361	420	12	based	base	VERB
cana-5361	420	13	on	on	ADP
cana-5361	420	14	hybrid	hybrid	ADJ
cana-5361	420	15	classifiers	classifier	NOUN
cana-5361	420	16	and	and	CCONJ
cana-5361	420	17	genetic	genetic	ADJ
cana-5361	420	18	algorithm	algorithm	NOUN
cana-5361	420	19	,	,	PUNCT
cana-5361	420	20	"	"	PUNCT
cana-5361	420	21	ee	ee	PROPN
cana-5361	420	22	access	access	NOUN
cana-5361	420	23	,	,	PUNCT
cana-5361	420	24	vol	vol	NOUN
cana-5361	420	25	.	.	NOUN
cana-5361	420	26	9	9	NUM
cana-5361	420	27	,	,	PUNCT
cana-5361	420	28	pp	pp	ADJ
cana-5361	420	29	.	.	PUNCT
cana-5361	421	1	146797	146797	NUM
cana-5361	421	2	-	-	SYM
cana-5361	421	3	146809	146809	NUM
cana-5361	421	4	,	,	PUNCT
cana-5361	421	5	2021	2021	NUM
cana-5361	421	6	.	.	PUNCT
cana-5361	422	1	communications	communication	NOUN
cana-5361	422	2	on	on	ADP
cana-5361	422	3	applied	apply	VERB
cana-5361	422	4	nonlinear	nonlinear	ADJ
cana-5361	422	5	analysis	analysis	NOUN
cana-5361	422	6	issn	issn	NOUN
cana-5361	422	7	:	:	PUNCT
cana-5361	422	8	1074	1074	NUM
cana-5361	422	9	-	-	PUNCT
cana-5361	422	10	133x	133x	NUM
cana-5361	422	11	vol	vol	VERB
cana-5361	422	12	32	32	NUM
cana-5361	422	13	no	no	NOUN
cana-5361	422	14	.	.	PUNCT
cana-5361	423	1	10s	10	NOUN
cana-5361	423	2	(	(	PUNCT
cana-5361	423	3	2025	2025	NUM
cana-5361	423	4	)	)	PUNCT
cana-5361	423	5	1983	1983	NUM
cana-5361	423	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-5361	424	1	[	[	X
cana-5361	424	2	19	19	NUM
cana-5361	424	3	]	]	PUNCT
cana-5361	424	4	rohit	rohit	PROPN
cana-5361	424	5	bharti	bharti	PROPN
cana-5361	424	6	,	,	PUNCT
cana-5361	424	7	aditya	aditya	PROPN
cana-5361	424	8	khamparia	khamparia	PROPN
cana-5361	424	9	,	,	PUNCT
cana-5361	424	10	mohammad	mohammad	PROPN
cana-5361	424	11	shabaz	shabaz	PROPN
cana-5361	424	12	,	,	PUNCT
cana-5361	424	13	gaurav	gaurav	PROPN
cana-5361	424	14	dhiman	dhiman	NOUN
cana-5361	424	15	,	,	PUNCT
cana-5361	424	16	sagar	sagar	NOUN
cana-5361	424	17	pande	pande	NOUN
cana-5361	424	18	,	,	PUNCT
cana-5361	424	19	and	and	CCONJ
cana-5361	424	20	parneet	parneet	PROPN
cana-5361	424	21	singh	singh	NOUN
cana-5361	424	22	,	,	PUNCT
cana-5361	424	23	"	"	PUNCT
cana-5361	424	24	prediction	prediction	NOUN
cana-5361	424	25	of	of	ADP
cana-5361	424	26	heart	heart	NOUN
cana-5361	424	27	disease	disease	NOUN
cana-5361	424	28	using	use	VERB
cana-5361	424	29	a	a	DET
cana-5361	424	30	combination	combination	NOUN
cana-5361	424	31	of	of	ADP
cana-5361	424	32	machine	machine	NOUN
cana-5361	424	33	learning	learning	NOUN
cana-5361	424	34	and	and	CCONJ
cana-5361	424	35	deep	deep	ADJ
cana-5361	424	36	learning	learning	NOUN
cana-5361	424	37	,	,	PUNCT
cana-5361	424	38	"	"	PUNCT
cana-5361	424	39	volume	volume	NOUN
cana-5361	424	40	2021	2021	NUM
cana-5361	424	41	.	.	PUNCT
cana-5361	425	1	[	[	X
cana-5361	425	2	20	20	NUM
cana-5361	425	3	]	]	PUNCT
cana-5361	425	4	shadman	shadman	NOUN
cana-5361	425	5	nashif	nashif	PROPN
cana-5361	425	6	,	,	PUNCT
cana-5361	425	7	md	md	PROPN
cana-5361	425	8	.	.	PROPN
cana-5361	425	9	rakib	rakib	PROPN
cana-5361	425	10	raihan	raihan	PROPN
cana-5361	425	11	,	,	PUNCT
cana-5361	425	12	md	md	PROPN
cana-5361	425	13	.	.	PROPN
cana-5361	425	14	rasedul	rasedul	PROPN
cana-5361	425	15	islam	islam	PROPN
cana-5361	425	16	,	,	PUNCT
cana-5361	425	17	mohammad	mohammad	PROPN
cana-5361	425	18	hasan	hasan	PROPN
cana-5361	425	19	imam	imam	PROPN
cana-5361	425	20	,	,	PUNCT
cana-5361	425	21	"	"	PUNCT
cana-5361	425	22	heart	heart	NOUN
cana-5361	425	23	disease	disease	NOUN
cana-5361	425	24	detection	detection	NOUN
cana-5361	425	25	by	by	ADP
cana-5361	425	26	using	use	VERB
cana-5361	425	27	machine	machine	NOUN
cana-5361	425	28	learning	learning	NOUN
cana-5361	425	29	algorithms	algorithm	NOUN
cana-5361	425	30	and	and	CCONJ
cana-5361	425	31	a	a	DET
cana-5361	425	32	real	real	ADJ
cana-5361	425	33	-	-	PUNCT
cana-5361	425	34	time	time	NOUN
cana-5361	425	35	cardiovascular	cardiovascular	ADJ
cana-5361	425	36	health	health	NOUN
cana-5361	425	37	monitoring	monitoring	NOUN
cana-5361	425	38	system	system	NOUN
cana-5361	425	39	,	,	PUNCT
cana-5361	425	40	"	"	PUNCT
cana-5361	425	41	world	world	NOUN
cana-5361	425	42	journal	journal	NOUN
cana-5361	425	43	of	of	ADP
cana-5361	425	44	engineering	engineering	NOUN
cana-5361	425	45	and	and	CCONJ
cana-5361	425	46	technology	technology	NOUN
cana-5361	425	47	>	>	X
cana-5361	425	48	vol.6	vol.6	PROPN
cana-5361	425	49	no.4	no.4	PROPN
cana-5361	425	50	,	,	PUNCT
cana-5361	425	51	november	november	PROPN
cana-5361	425	52	2018	2018	NUM
cana-5361	425	53	.	.	PUNCT
cana-5361	426	1	[	[	X
cana-5361	426	2	21	21	NUM
cana-5361	426	3	]	]	X
cana-5361	426	4	b.	b.	PROPN
cana-5361	426	5	susilo	susilo	PROPN
cana-5361	426	6	,	,	PUNCT
cana-5361	426	7	r.f	r.f	PROPN
cana-5361	426	8	.	.	PROPN
cana-5361	426	9	sari	sari	PROPN
cana-5361	426	10	.	.	PUNCT
cana-5361	426	11	intrusion	intrusion	NOUN
cana-5361	426	12	detection	detection	NOUN
cana-5361	426	13	in	in	ADP
cana-5361	426	14	iot	iot	NOUN
cana-5361	426	15	networks	network	NOUN
cana-5361	426	16	using	use	VERB
cana-5361	426	17	deep	deep	ADJ
cana-5361	426	18	learning	learning	NOUN
cana-5361	426	19	algorithm	algorithm	NOUN
cana-5361	426	20	.	.	PUNCT
cana-5361	427	1	information	information	NOUN
cana-5361	427	2	2020	2020	NUM
cana-5361	427	3	,	,	PUNCT
cana-5361	427	4	11	11	NUM
cana-5361	427	5	,	,	PUNCT
cana-5361	427	6	279	279	NUM
cana-5361	427	7	.	.	PUNCT
cana-5361	428	1	[	[	X
cana-5361	428	2	22	22	NUM
cana-5361	428	3	]	]	X
cana-5361	428	4	kaur	kaur	PROPN
cana-5361	428	5	,	,	PUNCT
cana-5361	428	6	a.	a.	PROPN
cana-5361	428	7	habibi	habibi	PROPN
cana-5361	428	8	lashkari	lashkari	PROPN
cana-5361	428	9	,	,	PUNCT
cana-5361	428	10	a.	a.	PROPN
cana-5361	428	11	rahali	rahali	VERB
cana-5361	428	12	.	.	PUNCT
cana-5361	429	1	intrusion	intrusion	NOUN
cana-5361	429	2	traffic	traffic	NOUN
cana-5361	429	3	detection	detection	NOUN
cana-5361	429	4	and	and	CCONJ
cana-5361	429	5	characterization	characterization	NOUN
cana-5361	429	6	using	use	VERB
cana-5361	429	7	deep	deep	ADJ
cana-5361	429	8	image	image	NOUN
cana-5361	429	9	learning	learning	NOUN
cana-5361	429	10	.	.	PUNCT
cana-5361	430	1	in	in	ADP
cana-5361	430	2	proceedings	proceeding	NOUN
cana-5361	430	3	of	of	ADP
cana-5361	430	4	the	the	DET
cana-5361	430	5	2020	2020	NUM
cana-5361	430	6	ieee	ieee	PROPN
cana-5361	430	7	intl	intl	PROPN
cana-5361	430	8	conf	conf	PROPN
cana-5361	430	9	on	on	ADP
cana-5361	430	10	dependable	dependable	ADJ
cana-5361	430	11	,	,	PUNCT
cana-5361	430	12	autonomic	autonomic	ADJ
cana-5361	430	13	and	and	CCONJ
cana-5361	430	14	secure	secure	ADJ
cana-5361	430	15	computing	computing	NOUN
cana-5361	430	16	,	,	PUNCT
cana-5361	430	17	intl	intl	PROPN
cana-5361	430	18	conf	conf	NOUN
cana-5361	430	19	on	on	ADP
cana-5361	430	20	pervasive	pervasive	ADJ
cana-5361	430	21	intelligence	intelligence	NOUN
cana-5361	430	22	and	and	CCONJ
cana-5361	430	23	computing	computing	NOUN
cana-5361	430	24	,	,	PUNCT
cana-5361	430	25	intl	intl	PROPN
cana-5361	430	26	conf	conf	NOUN
cana-5361	430	27	on	on	ADP
cana-5361	430	28	cloud	cloud	NOUN
cana-5361	430	29	and	and	CCONJ
cana-5361	430	30	big	big	ADJ
cana-5361	430	31	data	datum	NOUN
cana-5361	430	32	computing	computing	NOUN
cana-5361	430	33	,	,	PUNCT
cana-5361	430	34	intl	intl	PROPN
cana-5361	430	35	conf	conf	NOUN
cana-5361	430	36	on	on	ADP
cana-5361	430	37	cyber	cyber	PROPN
cana-5361	430	38	science	science	NOUN
cana-5361	430	39	and	and	CCONJ
cana-5361	430	40	technology	technology	PROPN
cana-5361	430	41	congress	congress	PROPN
cana-5361	430	42	(	(	PUNCT
cana-5361	430	43	dasc	dasc	PROPN
cana-5361	430	44	/	/	SYM
cana-5361	430	45	picom	picom	NOUN
cana-5361	430	46	/	/	SYM
cana-5361	430	47	cbdcom	cbdcom	NOUN
cana-5361	430	48	/	/	SYM
cana-5361	430	49	cyberscitech	cyberscitech	NOUN
cana-5361	430	50	)	)	PUNCT
cana-5361	430	51	,	,	PUNCT
cana-5361	430	52	calgary	calgary	PROPN
cana-5361	430	53	,	,	PUNCT
cana-5361	430	54	ab	ab	PROPN
cana-5361	430	55	,	,	PUNCT
cana-5361	430	56	canada	canada	PROPN
cana-5361	430	57	,	,	PUNCT
cana-5361	430	58	17–22	17–22	NUM
cana-5361	430	59	august	august	PROPN
cana-5361	430	60	2020	2020	NUM
cana-5361	430	61	;	;	PUNCT
cana-5361	430	62	pp	pp	X
cana-5361	430	63	.	.	PUNCT
cana-5361	431	1	55–62	55–62	NUM
cana-5361	431	2	.	.	PUNCT
cana-5361	432	1	[	[	X
cana-5361	432	2	23	23	NUM
cana-5361	432	3	]	]	X
cana-5361	432	4	m.a	m.a	PROPN
cana-5361	432	5	.	.	PROPN
cana-5361	432	6	ferrag	ferrag	PROPN
cana-5361	432	7	,	,	PUNCT
cana-5361	432	8	l.	l.	PROPN
cana-5361	432	9	maglaras	maglaras	PROPN
cana-5361	432	10	,	,	PUNCT
cana-5361	432	11	s.	s.	PROPN
cana-5361	432	12	moschoyiannis	moschoyiannis	PROPN
cana-5361	432	13	,	,	PUNCT
cana-5361	432	14	h.	h.	PROPN
cana-5361	432	15	janicke	janicke	PROPN
cana-5361	432	16	.	.	PUNCT
cana-5361	433	1	deep	deep	ADJ
cana-5361	433	2	learning	learning	NOUN
cana-5361	433	3	for	for	ADP
cana-5361	433	4	cybersecurity	cybersecurity	NOUN
cana-5361	433	5	intrusion	intrusion	NOUN
cana-5361	433	6	detection	detection	NOUN
cana-5361	433	7	:	:	PUNCT
cana-5361	434	1	approaches	approach	NOUN
cana-5361	434	2	,	,	PUNCT
cana-5361	434	3	datasets	dataset	NOUN
cana-5361	434	4	,	,	PUNCT
cana-5361	434	5	and	and	CCONJ
cana-5361	434	6	comparative	comparative	ADJ
cana-5361	434	7	study	study	NOUN
cana-5361	434	8	.	.	PUNCT
cana-5361	435	1	j.	j.	PROPN
cana-5361	435	2	inf	inf	PROPN
cana-5361	435	3	.	.	PROPN
cana-5361	435	4	secur	secur	PROPN
cana-5361	435	5	.	.	PUNCT
cana-5361	436	1	appl	appl	PROPN
cana-5361	436	2	.	.	PUNCT
cana-5361	437	1	2020	2020	NUM
cana-5361	437	2	,	,	PUNCT
cana-5361	437	3	50	50	NUM
cana-5361	437	4	,	,	PUNCT
cana-5361	437	5	102419	102419	NUM
cana-5361	437	6	.	.	PUNCT
cana-5361	438	1	[	[	X
cana-5361	438	2	24	24	NUM
cana-5361	438	3	]	]	X
cana-5361	438	4	n.	n.	NOUN
cana-5361	438	5	koroniotis	koroniotis	PROPN
cana-5361	438	6	,	,	PUNCT
cana-5361	438	7	n.	n.	PROPN
cana-5361	438	8	moustafa	moustafa	PROPN
cana-5361	438	9	,	,	PUNCT
cana-5361	438	10	e.	e.	PROPN
cana-5361	438	11	sitnikova	sitnikova	PROPN
cana-5361	438	12	,	,	PUNCT
cana-5361	438	13	b.	b.	PROPN
cana-5361	438	14	turnbull	turnbull	PROPN
cana-5361	438	15	.	.	PUNCT
cana-5361	439	1	towards	towards	ADP
cana-5361	439	2	the	the	DET
cana-5361	439	3	development	development	NOUN
cana-5361	439	4	of	of	ADP
cana-5361	439	5	realistic	realistic	ADJ
cana-5361	439	6	botnet	botnet	NOUN
cana-5361	439	7	dataset	dataset	NOUN
cana-5361	439	8	in	in	ADP
cana-5361	439	9	the	the	DET
cana-5361	439	10	internet	internet	NOUN
cana-5361	439	11	of	of	ADP
cana-5361	439	12	things	thing	NOUN
cana-5361	439	13	for	for	ADP
cana-5361	439	14	network	network	NOUN
cana-5361	439	15	forensic	forensic	ADJ
cana-5361	439	16	analytics	analytic	NOUN
cana-5361	439	17	:	:	PUNCT
cana-5361	439	18	bot	bot	NOUN
cana-5361	439	19	-	-	PUNCT
cana-5361	439	20	iot	iot	NOUN
cana-5361	439	21	dataset	dataset	NOUN
cana-5361	439	22	.	.	PUNCT
cana-5361	440	1	future	future	PROPN
cana-5361	440	2	gener	gener	PROPN
cana-5361	440	3	.	.	PUNCT
cana-5361	441	1	comput	comput	PROPN
cana-5361	441	2	.	.	PUNCT
cana-5361	442	1	syst	syst	PROPN
cana-5361	442	2	.	.	PUNCT
cana-5361	443	1	2019	2019	NUM
cana-5361	443	2	,	,	PUNCT
cana-5361	443	3	100	100	NUM
cana-5361	443	4	,	,	PUNCT
cana-5361	443	5	779–796	779–796	NUM
cana-5361	443	6	[	[	X
cana-5361	443	7	25	25	NUM
cana-5361	443	8	]	]	PUNCT
cana-5361	443	9	ajani	ajani	PROPN
cana-5361	443	10	,	,	PUNCT
cana-5361	443	11	s.n	s.n	PROPN
cana-5361	443	12	.	.	PROPN
cana-5361	443	13	,	,	PUNCT
cana-5361	443	14	mulla	mulla	PROPN
cana-5361	443	15	,	,	PUNCT
cana-5361	443	16	r.a	r.a	PROPN
cana-5361	443	17	.	.	PROPN
cana-5361	443	18	,	,	PUNCT
cana-5361	443	19	limkar	limkar	PROPN
cana-5361	443	20	,	,	PUNCT
cana-5361	443	21	s.et	s.et	PROPN
cana-5361	443	22	al.dlmbhco	al.dlmbhco	NOUN
cana-5361	443	23	:	:	PUNCT
cana-5361	443	24	design	design	NOUN
cana-5361	443	25	of	of	ADP
cana-5361	443	26	an	an	DET
cana-5361	443	27	augmented	augment	VERB
cana-5361	443	28	bioinspired	bioinspire	VERB
cana-5361	443	29	deep	deep	ADJ
cana-5361	443	30	learning	learning	NOUN
cana-5361	443	31	-	-	PUNCT
cana-5361	443	32	based	base	VERB
cana-5361	443	33	multidomain	multidomain	NOUN
cana-5361	443	34	body	body	NOUN
cana-5361	443	35	parameter	parameter	NOUN
cana-5361	443	36	analysis	analysis	NOUN
cana-5361	443	37	via	via	ADP
cana-5361	443	38	heterogeneous	heterogeneous	ADJ
cana-5361	443	39	correlative	correlative	ADJ
cana-5361	443	40	body	body	NOUN
cana-5361	443	41	organ	organ	VERB
cana-5361	443	42	analysis.soft	analysis.soft	PROPN
cana-5361	443	43	comput(2023	comput(2023	PROPN
cana-5361	443	44	)	)	PUNCT
cana-5361	443	45	.	.	PUNCT
cana-5361	444	1	[	[	X
cana-5361	444	2	26	26	NUM
cana-5361	444	3	]	]	X
cana-5361	444	4	mekala	mekala	PROPN
cana-5361	444	5	ms	ms	PROPN
cana-5361	444	6	,	,	PUNCT
cana-5361	444	7	viswanathan	viswanathan	PROPN
cana-5361	444	8	p.	p.	PROPN
cana-5361	444	9	clay	clay	NOUN
cana-5361	444	10	-	-	PUNCT
cana-5361	444	11	mist	mist	NOUN
cana-5361	444	12	:	:	PUNCT
cana-5361	444	13	iot	iot	ADJ
cana-5361	444	14	-	-	PUNCT
cana-5361	444	15	cloud	cloud	NOUN
cana-5361	444	16	enabled	enable	VERB
cana-5361	444	17	cmm	cmm	NOUN
cana-5361	444	18	index	index	NOUN
cana-5361	444	19	for	for	ADP
cana-5361	444	20	smart	smart	ADJ
cana-5361	444	21	agriculture	agriculture	NOUN
cana-5361	444	22	monitoring	monitoring	NOUN
cana-5361	444	23	system	system	NOUN
cana-5361	444	24	.	.	PUNCT
cana-5361	445	1	measurement	measurement	NOUN
cana-5361	445	2	,	,	PUNCT
cana-5361	445	3	2019	2019	NUM
cana-5361	445	4	;	;	PUNCT
cana-5361	445	5	134	134	NUM
cana-5361	445	6	:	:	PUNCT
cana-5361	445	7	236–244	236–244	NUM
cana-5361	445	8	.	.	PUNCT
cana-5361	446	1	[	[	X
cana-5361	446	2	27	27	NUM
cana-5361	446	3	]	]	X
cana-5361	446	4	tzounis	tzounis	PROPN
cana-5361	446	5	a	a	X
cana-5361	446	6	,	,	PUNCT
cana-5361	446	7	katsoulas	katsoula	NOUN
cana-5361	446	8	n	n	CCONJ
cana-5361	446	9	,	,	PUNCT
cana-5361	446	10	bartzanas	bartzanas	PROPN
cana-5361	446	11	t	t	PROPN
cana-5361	446	12	,	,	PUNCT
cana-5361	446	13	et	et	PROPN
cana-5361	446	14	al	al	PROPN
cana-5361	446	15	.	.	PROPN
cana-5361	446	16	internet	internet	NOUN
cana-5361	446	17	of	of	ADP
cana-5361	446	18	things	thing	NOUN
cana-5361	446	19	in	in	ADP
cana-5361	446	20	agriculture	agriculture	NOUN
cana-5361	446	21	:	:	PUNCT
cana-5361	446	22	recent	recent	ADJ
cana-5361	446	23	advances	advance	NOUN
cana-5361	446	24	and	and	CCONJ
cana-5361	446	25	future	future	ADJ
cana-5361	446	26	challenges	challenge	NOUN
cana-5361	446	27	.	.	PUNCT
cana-5361	447	1	biosystems	biosystems	PROPN
cana-5361	447	2	engineering	engineering	PROPN
cana-5361	447	3	,	,	PUNCT
cana-5361	447	4	2017	2017	NUM
cana-5361	447	5	;	;	PUNCT
cana-5361	447	6	164	164	NUM
cana-5361	447	7	:	:	PUNCT
cana-5361	447	8	31–48.[16	31–48.[16	NUM
cana-5361	447	9	]	]	PUNCT
cana-5361	447	10	dataset	dataset	VERB
cana-5361	447	11	https://archive.ics.uci.edu/dataset/45/heart+disease	https://archive.ics.uci.edu/dataset/45/heart+disease	NOUN
cana-5361	448	1	[	[	X
cana-5361	448	2	28	28	NUM
cana-5361	448	3	]	]	X
cana-5361	448	4	s.p	s.p	PROPN
cana-5361	448	5	.	.	PROPN
cana-5361	448	6	r.m	r.m	PROPN
cana-5361	448	7	.	.	PROPN
cana-5361	448	8	,	,	PUNCT
cana-5361	448	9	p.k.r	p.k.r	PROPN
cana-5361	448	10	.	.	PUNCT
cana-5361	449	1	maddikunta	maddikunta	PROPN
cana-5361	449	2	,	,	PUNCT
cana-5361	449	3	p.	p.	NOUN
cana-5361	449	4	m.	m.	NOUN
cana-5361	449	5	,	,	PUNCT
cana-5361	449	6	s.	s.	PROPN
cana-5361	449	7	koppu	koppu	PROPN
cana-5361	449	8	,	,	PUNCT
cana-5361	449	9	t.r	t.r	PROPN
cana-5361	449	10	.	.	PROPN
cana-5361	449	11	gadekallu	gadekallu	PROPN
cana-5361	449	12	,	,	PUNCT
cana-5361	449	13	c.l	c.l	PROPN
cana-5361	449	14	.	.	PROPN
cana-5361	449	15	chowdhary	chowdhary	PROPN
cana-5361	449	16	,	,	PUNCT
cana-5361	449	17	m.	m.	NOUN
cana-5361	449	18	alazab	alazab	PROPN
cana-5361	449	19	.	.	PUNCT
cana-5361	450	1	effective	effective	ADJ
cana-5361	450	2	feature	feature	NOUN
cana-5361	450	3	engineering	engineering	NOUN
cana-5361	450	4	for	for	ADP
cana-5361	450	5	dnn	dnn	PROPN
cana-5361	450	6	using	use	VERB
cana-5361	450	7	hybrid	hybrid	ADJ
cana-5361	450	8	pca	pca	PROPN
cana-5361	450	9	-	-	PUNCT
cana-5361	450	10	gwo	gwo	PROPN
cana-5361	450	11	for	for	ADP
cana-5361	450	12	intrusion	intrusion	NOUN
cana-5361	450	13	detection	detection	NOUN
cana-5361	450	14	in	in	ADP
cana-5361	450	15	iomt	iomt	ADJ
cana-5361	450	16	architecture	architecture	NOUN
cana-5361	450	17	.	.	PUNCT
cana-5361	451	1	comput	comput	NOUN
cana-5361	451	2	.	.	PUNCT
cana-5361	452	1	commun	commun	PROPN
cana-5361	452	2	.	.	PUNCT
cana-5361	453	1	2020	2020	NUM
cana-5361	453	2	,	,	PUNCT
cana-5361	453	3	160	160	NUM
cana-5361	453	4	,	,	PUNCT
cana-5361	453	5	139–149	139–149	NUM
cana-5361	453	6	.	.	PUNCT
cana-5361	454	1	[	[	X
cana-5361	454	2	29	29	NUM
cana-5361	454	3	]	]	SYM
cana-5361	454	4	li	li	PROPN
cana-5361	454	5	,	,	PUNCT
cana-5361	454	6	l.	l.	PROPN
cana-5361	454	7	deng	deng	PROPN
cana-5361	454	8	,	,	PUNCT
cana-5361	454	9	m.	m.	PROPN
cana-5361	454	10	lee	lee	PROPN
cana-5361	454	11	,	,	PUNCT
cana-5361	454	12	h.	h.	PROPN
cana-5361	454	13	wang	wang	PROPN
cana-5361	454	14	.	.	PUNCT
cana-5361	455	1	iot	iot	PROPN
cana-5361	455	2	data	data	PROPN
cana-5361	455	3	feature	feature	NOUN
cana-5361	455	4	extraction	extraction	NOUN
cana-5361	455	5	and	and	CCONJ
cana-5361	455	6	intrusion	intrusion	NOUN
cana-5361	455	7	detection	detection	NOUN
cana-5361	455	8	system	system	NOUN
cana-5361	455	9	for	for	ADP
cana-5361	455	10	smart	smart	ADJ
cana-5361	455	11	cities	city	NOUN
cana-5361	455	12	based	base	VERB
cana-5361	455	13	on	on	ADP
cana-5361	455	14	deep	deep	ADJ
cana-5361	455	15	migration	migration	NOUN
cana-5361	455	16	learning	learning	NOUN
cana-5361	455	17	.	.	PUNCT
cana-5361	456	1	int	int	NOUN
cana-5361	456	2	.	.	PUNCT
cana-5361	457	1	j.	j.	PROPN
cana-5361	457	2	inf	inf	PROPN
cana-5361	457	3	.	.	PROPN
cana-5361	457	4	manag	manag	PROPN
cana-5361	457	5	.	.	PROPN
cana-5361	458	1	2019	2019	NUM
cana-5361	458	2	,	,	PUNCT
cana-5361	458	3	49	49	NUM
cana-5361	458	4	,	,	PUNCT
cana-5361	458	5	533–545	533–545	NUM
cana-5361	458	6	.	.	PUNCT
cana-5361	459	1	[	[	X
cana-5361	459	2	30	30	NUM
cana-5361	459	3	]	]	X
cana-5361	459	4	m.	m.	NOUN
cana-5361	459	5	roopak	roopak	PROPN
cana-5361	459	6	,	,	PUNCT
cana-5361	459	7	g.y	g.y	PROPN
cana-5361	459	8	.	.	PUNCT
cana-5361	459	9	tian	tian	PROPN
cana-5361	459	10	,	,	PUNCT
cana-5361	459	11	j.	j.	PROPN
cana-5361	459	12	chambers	chambers	PROPN
cana-5361	459	13	.	.	PUNCT
cana-5361	460	1	an	an	DET
cana-5361	460	2	intrusion	intrusion	NOUN
cana-5361	460	3	detection	detection	NOUN
cana-5361	460	4	system	system	NOUN
cana-5361	460	5	against	against	ADP
cana-5361	460	6	ddos	ddos	NOUN
cana-5361	460	7	attacks	attack	NOUN
cana-5361	460	8	in	in	ADP
cana-5361	460	9	iot	iot	NOUN
cana-5361	460	10	networks	network	NOUN
cana-5361	460	11	.	.	PUNCT
cana-5361	461	1	in	in	ADP
cana-5361	461	2	proceedings	proceeding	NOUN
cana-5361	461	3	of	of	ADP
cana-5361	461	4	the	the	DET
cana-5361	461	5	2020	2020	NUM
cana-5361	461	6	10th	10th	ADJ
cana-5361	461	7	annual	annual	ADJ
cana-5361	461	8	computing	computing	NOUN
cana-5361	461	9	and	and	CCONJ
cana-5361	461	10	communication	communication	NOUN
cana-5361	461	11	workshop	workshop	NOUN
cana-5361	461	12	and	and	CCONJ
cana-5361	461	13	conference	conference	NOUN
cana-5361	461	14	(	(	PUNCT
cana-5361	461	15	ccwc	ccwc	PROPN
cana-5361	461	16	)	)	PUNCT
cana-5361	461	17	,	,	PUNCT
cana-5361	461	18	las	las	PROPN
cana-5361	461	19	vegas	vegas	PROPN
cana-5361	461	20	,	,	PUNCT
cana-5361	461	21	nv	nv	PROPN
cana-5361	461	22	,	,	PUNCT
cana-5361	461	23	usa	usa	PROPN
cana-5361	461	24	,	,	PUNCT
cana-5361	461	25	6–8	6–8	PROPN
cana-5361	461	26	january	january	NOUN
cana-5361	461	27	2020	2020	NUM
cana-5361	461	28	;	;	PUNCT
cana-5361	461	29	pp	pp	X
cana-5361	461	30	.	.	PUNCT
cana-5361	462	1	562–567	562–567	NUM
cana-5361	462	2	.	.	PUNCT
cana-5361	463	1	[	[	X
cana-5361	463	2	31	31	NUM
cana-5361	463	3	]	]	PUNCT
cana-5361	463	4	hodo	hodo	NOUN
cana-5361	463	5	,	,	PUNCT
cana-5361	463	6	x.	x.	NOUN
cana-5361	463	7	bellekens	bellekens	PROPN
cana-5361	463	8	,	,	PUNCT
cana-5361	463	9	a.	a.	PROPN
cana-5361	463	10	hamilton	hamilton	PROPN
cana-5361	463	11	,	,	PUNCT
cana-5361	463	12	p.l	p.l	PROPN
cana-5361	463	13	.	.	PROPN
cana-5361	463	14	dubouilh	dubouilh	PROPN
cana-5361	463	15	,	,	PUNCT
cana-5361	463	16	e.	e.	PROPN
cana-5361	463	17	iorkyase	iorkyase	PROPN
cana-5361	463	18	,	,	PUNCT
cana-5361	463	19	c.	c.	PROPN
cana-5361	463	20	tachtatzis	tachtatzis	PROPN
cana-5361	463	21	,	,	PUNCT
cana-5361	463	22	r.	r.	PROPN
cana-5361	463	23	atkinson	atkinson	PROPN
cana-5361	463	24	.	.	PUNCT
cana-5361	464	1	threat	threat	NOUN
cana-5361	464	2	analysis	analysis	NOUN
cana-5361	464	3	of	of	ADP
cana-5361	464	4	iot	iot	ADJ
cana-5361	464	5	networks	network	NOUN
cana-5361	464	6	using	use	VERB
cana-5361	464	7	artificial	artificial	ADJ
cana-5361	464	8	neural	neural	ADJ
cana-5361	464	9	network	network	NOUN
cana-5361	464	10	intrusion	intrusion	NOUN
cana-5361	464	11	detection	detection	NOUN
cana-5361	464	12	system	system	NOUN
cana-5361	464	13	.	.	PUNCT
cana-5361	465	1	in	in	ADP
cana-5361	465	2	proceedings	proceeding	NOUN
cana-5361	465	3	of	of	ADP
cana-5361	465	4	the	the	DET
cana-5361	465	5	2016	2016	NUM
cana-5361	465	6	international	international	ADJ
cana-5361	465	7	symposium	symposium	NOUN
cana-5361	465	8	on	on	ADP
cana-5361	465	9	networks	network	NOUN
cana-5361	465	10	,	,	PUNCT
cana-5361	465	11	computers	computer	NOUN
cana-5361	465	12	and	and	CCONJ
cana-5361	465	13	communications	communication	NOUN
cana-5361	465	14	(	(	PUNCT
cana-5361	465	15	isncc	isncc	ADJ
cana-5361	465	16	)	)	PUNCT
cana-5361	465	17	,	,	PUNCT
cana-5361	465	18	yasmine	yasmine	PROPN
cana-5361	465	19	hammamet	hammamet	PROPN
cana-5361	465	20	,	,	PUNCT
cana-5361	465	21	tunisia	tunisia	PROPN
cana-5361	465	22	,	,	PUNCT
cana-5361	465	23	11–13	11–13	NUM
cana-5361	465	24	may	may	PROPN
cana-5361	465	25	2016	2016	NUM
cana-5361	465	26	;	;	PUNCT
cana-5361	465	27	pp	pp	ADV
cana-5361	465	28	.	.	PUNCT
cana-5361	466	1	1–6.[21	1–6.[21	NUM
cana-5361	466	2	]	]	PUNCT
cana-5361	466	3	s.	s.	PROPN
cana-5361	466	4	mohammed	mohammed	PROPN
cana-5361	466	5	.	.	PUNCT
cana-5361	467	1	a	a	DET
cana-5361	467	2	machine	machine	NOUN
cana-5361	467	3	learning	learning	NOUN
cana-5361	467	4	-	-	PUNCT
cana-5361	467	5	based	base	VERB
cana-5361	467	6	intrusion	intrusion	NOUN
cana-5361	467	7	detection	detection	NOUN
cana-5361	467	8	of	of	ADP
cana-5361	467	9	ddos	ddo	NOUN
cana-5361	467	10	attack	attack	NOUN
cana-5361	467	11	on	on	ADP
cana-5361	467	12	iot	iot	ADJ
cana-5361	467	13	devices	device	NOUN
cana-5361	467	14	.	.	PUNCT
cana-5361	468	1	int	int	NOUN
cana-5361	468	2	.	.	PUNCT
cana-5361	469	1	j.	j.	PROPN
cana-5361	469	2	2021	2021	NUM
cana-5361	469	3	,	,	PUNCT
cana-5361	469	4	10	10	NUM
cana-5361	469	5	,	,	PUNCT
cana-5361	469	6	2278–3091	2278–3091	NUM
cana-5361	469	7	.	.	PUNCT
cana-5361	470	1	https://archive.ics.uci.edu/dataset/45/heart+disease	https://archive.ics.uci.edu/dataset/45/heart+disease	NOUN
cana-5361	470	2	communications	communication	NOUN
cana-5361	470	3	on	on	ADP
cana-5361	470	4	applied	apply	VERB
cana-5361	470	5	nonlinear	nonlinear	ADJ
cana-5361	470	6	analysis	analysis	NOUN
cana-5361	470	7	issn	issn	NOUN
cana-5361	470	8	:	:	PUNCT
cana-5361	470	9	1074	1074	NUM
cana-5361	470	10	-	-	PUNCT
cana-5361	470	11	133x	133x	NUM
cana-5361	470	12	vol	vol	VERB
cana-5361	470	13	32	32	NUM
cana-5361	470	14	no	no	NOUN
cana-5361	470	15	.	.	PUNCT
cana-5361	471	1	10s	10	NOUN
cana-5361	471	2	(	(	PUNCT
cana-5361	471	3	2025	2025	NUM
cana-5361	471	4	)	)	PUNCT
cana-5361	471	5	1984	1984	NUM
cana-5361	471	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-5361	472	1	[	[	X
cana-5361	472	2	32	32	NUM
cana-5361	472	3	]	]	X
cana-5361	472	4	k.o.a	k.o.a	PROPN
cana-5361	472	5	.	.	PROPN
cana-5361	472	6	alimi	alimi	PROPN
cana-5361	472	7	,	,	PUNCT
cana-5361	472	8	k.	k.	PROPN
cana-5361	472	9	ouahada	ouahada	PROPN
cana-5361	472	10	,	,	PUNCT
cana-5361	472	11	a.m.	a.m.	PROPN
cana-5361	473	1	abu	abu	PROPN
cana-5361	473	2	-	-	PUNCT
cana-5361	473	3	mahfouz	mahfouz	PROPN
cana-5361	473	4	,	,	PUNCT
cana-5361	473	5	s.	s.	PROPN
cana-5361	473	6	rimer	rimer	PROPN
cana-5361	473	7	,	,	PUNCT
cana-5361	473	8	o.a	o.a	PROPN
cana-5361	473	9	.	.	PROPN
cana-5361	473	10	alimi	alimi	PROPN
cana-5361	473	11	.	.	PROPN
cana-5361	473	12	refined	refine	VERB
cana-5361	473	13	lstm	lstm	PROPN
cana-5361	473	14	based	base	VERB
cana-5361	473	15	intrusion	intrusion	NOUN
cana-5361	473	16	detection	detection	NOUN
cana-5361	473	17	for	for	ADP
cana-5361	473	18	denial	denial	NOUN
cana-5361	473	19	-	-	PUNCT
cana-5361	473	20	of	of	ADP
cana-5361	473	21	-	-	PUNCT
cana-5361	473	22	service	service	NOUN
cana-5361	473	23	attack	attack	NOUN
cana-5361	473	24	in	in	ADP
cana-5361	473	25	internet	internet	NOUN
cana-5361	473	26	of	of	ADP
cana-5361	473	27	things	thing	NOUN
cana-5361	473	28	.	.	PUNCT
cana-5361	474	1	j.	j.	PROPN
cana-5361	474	2	sens	sens	PROPN
cana-5361	474	3	.	.	PROPN
cana-5361	474	4	actuator	actuator	PROPN
cana-5361	474	5	netw	netw	NOUN
cana-5361	474	6	.	.	PUNCT
cana-5361	475	1	2022	2022	NUM
cana-5361	475	2	,	,	PUNCT
cana-5361	475	3	11	11	NUM
cana-5361	475	4	,	,	PUNCT
cana-5361	475	5	[	[	X
cana-5361	475	6	33	33	NUM
cana-5361	475	7	]	]	PUNCT
cana-5361	475	8	m.	m.	NOUN
cana-5361	475	9	ge	ge	PROPN
cana-5361	475	10	,	,	PUNCT
cana-5361	475	11	x.	x.	PROPN
cana-5361	475	12	fu	fu	PROPN
cana-5361	475	13	,	,	PUNCT
cana-5361	475	14	n.	n.	PROPN
cana-5361	475	15	syed	syed	PROPN
cana-5361	475	16	,	,	PUNCT
cana-5361	475	17	z.	z.	PROPN
cana-5361	475	18	baig	baig	PROPN
cana-5361	475	19	,	,	PUNCT
cana-5361	475	20	g.	g.	PROPN
cana-5361	475	21	teo	teo	PROPN
cana-5361	475	22	,	,	PUNCT
cana-5361	475	23	a.	a.	PROPN
cana-5361	475	24	robles	robles	PROPN
cana-5361	475	25	-	-	PUNCT
cana-5361	475	26	kelly	kelly	PROPN
cana-5361	475	27	.	.	PUNCT
cana-5361	476	1	deep	deep	ADJ
cana-5361	476	2	learning	learning	NOUN
cana-5361	476	3	-	-	PUNCT
cana-5361	476	4	based	base	VERB
cana-5361	476	5	intrusion	intrusion	NOUN
cana-5361	476	6	detection	detection	NOUN
cana-5361	476	7	for	for	ADP
cana-5361	476	8	iot	iot	NOUN
cana-5361	476	9	networks	network	NOUN
cana-5361	476	10	.	.	PUNCT
cana-5361	477	1	in	in	ADP
cana-5361	477	2	proceedings	proceeding	NOUN
cana-5361	477	3	of	of	ADP
cana-5361	477	4	the	the	DET
cana-5361	477	5	2019	2019	NUM
cana-5361	477	6	ieee	ieee	NOUN
cana-5361	477	7	24th	24th	PROPN
cana-5361	477	8	pacific	pacific	PROPN
cana-5361	477	9	rim	rim	PROPN
cana-5361	477	10	international	international	ADJ
cana-5361	477	11	symposium	symposium	NOUN
cana-5361	477	12	on	on	ADP
cana-5361	477	13	dependable	dependable	ADJ
cana-5361	477	14	computing	computing	NOUN
cana-5361	477	15	(	(	PUNCT
cana-5361	477	16	prdc	prdc	NOUN
cana-5361	477	17	)	)	PUNCT
cana-5361	477	18	,	,	PUNCT
cana-5361	477	19	kyoto	kyoto	PROPN
cana-5361	477	20	,	,	PUNCT
cana-5361	477	21	japan	japan	PROPN
cana-5361	477	22	,	,	PUNCT
cana-5361	477	23	1–3	1–3	PROPN
cana-5361	477	24	december	december	PROPN
cana-5361	477	25	2019	2019	NUM
cana-5361	477	26	;	;	PUNCT
cana-5361	477	27	pp	pp	ADP
cana-5361	477	28	.	.	PUNCT
cana-5361	478	1	256	256	NUM
cana-5361	478	2	–	–	PUNCT
cana-5361	478	3	25609	25609	NUM
cana-5361	478	4	.	.	PUNCT
cana-5361	479	1	authors	author	NOUN
cana-5361	479	2	profile	profile	VERB
cana-5361	479	3	:	:	PUNCT
cana-5361	479	4	rajani	rajani	PROPN
cana-5361	479	5	alugonda	alugonda	PROPN
cana-5361	479	6	received	receive	VERB
cana-5361	479	7	btech	btech	NOUN
cana-5361	479	8	in	in	ADP
cana-5361	479	9	electronics	electronic	NOUN
cana-5361	479	10	and	and	CCONJ
cana-5361	479	11	communication	communication	NOUN
cana-5361	479	12	engineering	engineering	NOUN
cana-5361	479	13	from	from	ADP
cana-5361	479	14	jntu	jntu	PROPN
cana-5361	479	15	,	,	PUNCT
cana-5361	479	16	hyderabad	hyderabad	PROPN
cana-5361	479	17	and	and	CCONJ
cana-5361	479	18	mtech	mtech	PROPN
cana-5361	479	19	in	in	ADP
cana-5361	479	20	electrical	electrical	ADJ
cana-5361	479	21	and	and	CCONJ
cana-5361	479	22	electronics	electronic	NOUN
cana-5361	479	23	engineering	engineering	NOUN
cana-5361	479	24	from	from	ADP
cana-5361	479	25	jntua	jntua	PROPN
cana-5361	479	26	anantapur	anantapur	PROPN
cana-5361	479	27	.	.	PUNCT
cana-5361	480	1	she	she	PRON
cana-5361	480	2	is	be	AUX
cana-5361	480	3	pursuing	pursue	VERB
cana-5361	480	4	her	her	PRON
cana-5361	480	5	phd	phd	NOUN
cana-5361	480	6	in	in	ADP
cana-5361	480	7	signal	signal	NOUN
cana-5361	480	8	processing	processing	NOUN
cana-5361	480	9	and	and	CCONJ
cana-5361	480	10	communications	communication	NOUN
cana-5361	480	11	at	at	ADP
cana-5361	480	12	jntuk	jntuk	PROPN
cana-5361	480	13	,	,	PUNCT
cana-5361	480	14	kakinada	kakinada	PROPN
cana-5361	480	15	.	.	PUNCT
cana-5361	481	1	she	she	PRON
cana-5361	481	2	has	have	VERB
cana-5361	481	3	15	15	NUM
cana-5361	481	4	years	year	NOUN
cana-5361	481	5	of	of	ADP
cana-5361	481	6	teaching	teaching	NOUN
cana-5361	481	7	experience	experience	NOUN
cana-5361	481	8	and	and	CCONJ
cana-5361	481	9	5	5	NUM
cana-5361	481	10	years	year	NOUN
cana-5361	481	11	of	of	ADP
cana-5361	481	12	research	research	NOUN
cana-5361	481	13	experience	experience	NOUN
cana-5361	481	14	.	.	PUNCT
cana-5361	482	1	her	her	PRON
cana-5361	482	2	research	research	NOUN
cana-5361	482	3	interests	interest	NOUN
cana-5361	482	4	include	include	VERB
cana-5361	482	5	signal	signal	NOUN
cana-5361	482	6	processing	processing	NOUN
cana-5361	482	7	,	,	PUNCT
cana-5361	482	8	image	image	NOUN
cana-5361	482	9	processing	processing	NOUN
cana-5361	482	10	and	and	CCONJ
cana-5361	482	11	communications	communication	NOUN
cana-5361	482	12	.	.	PUNCT
cana-5361	483	1	corresponding	correspond	VERB
cana-5361	483	2	author	author	NOUN
cana-5361	483	3	.	.	PUNCT
cana-5361	484	1	email	email	NOUN
cana-5361	484	2	:	:	PUNCT
cana-5361	484	3	email	email	NOUN
cana-5361	484	4	:	:	PUNCT
cana-5361	484	5	1	1	NUM
cana-5361	484	6	rajani.alugonda@jntucek.ac.in	rajani.alugonda@jntucek.ac.in	NUM
cana-5361	484	7	satya	satya	PROPN
cana-5361	484	8	prasad	prasad	PROPN
cana-5361	484	9	kodati	kodati	PROPN
cana-5361	484	10	has	have	VERB
cana-5361	484	11	an	an	DET
cana-5361	484	12	extensive	extensive	ADJ
cana-5361	484	13	career	career	NOUN
cana-5361	484	14	spanning	span	VERB
cana-5361	484	15	38	38	NUM
cana-5361	484	16	years	year	NOUN
cana-5361	484	17	in	in	ADP
cana-5361	484	18	teaching	teaching	NOUN
cana-5361	484	19	and	and	CCONJ
cana-5361	484	20	28	28	NUM
cana-5361	484	21	years	year	NOUN
cana-5361	484	22	in	in	ADP
cana-5361	484	23	research	research	NOUN
cana-5361	484	24	.	.	PUNCT
cana-5361	485	1	he	he	PRON
cana-5361	485	2	earned	earn	VERB
cana-5361	485	3	his	his	PRON
cana-5361	485	4	btech	btech	NOUN
cana-5361	485	5	in	in	ADP
cana-5361	485	6	electronics	electronic	NOUN
cana-5361	485	7	and	and	CCONJ
cana-5361	485	8	communication	communication	NOUN
cana-5361	485	9	engineering	engineering	NOUN
cana-5361	485	10	from	from	ADP
cana-5361	485	11	jntu	jntu	PROPN
cana-5361	485	12	college	college	PROPN
cana-5361	485	13	of	of	ADP
cana-5361	485	14	engineering	engineering	NOUN
cana-5361	485	15	in	in	ADP
cana-5361	485	16	1977	1977	NUM
cana-5361	485	17	,	,	PUNCT
cana-5361	485	18	followed	follow	VERB
cana-5361	485	19	by	by	ADP
cana-5361	485	20	an	an	DET
cana-5361	485	21	me	i	PRON
cana-5361	485	22	in	in	ADP
cana-5361	485	23	communication	communication	NOUN
cana-5361	485	24	systems	system	NOUN
cana-5361	485	25	from	from	ADP
cana-5361	485	26	guindy	guindy	ADJ
cana-5361	485	27	college	college	NOUN
cana-5361	485	28	of	of	ADP
cana-5361	485	29	engineering	engineering	PROPN
cana-5361	485	30	,	,	PUNCT
cana-5361	485	31	madras	madras	PROPN
cana-5361	485	32	university	university	PROPN
cana-5361	485	33	,	,	PUNCT
cana-5361	485	34	in	in	ADP
cana-5361	485	35	1979,and	1979,and	NUM
cana-5361	485	36	a	a	DET
cana-5361	485	37	phd	phd	NOUN
cana-5361	485	38	from	from	ADP
cana-5361	485	39	the	the	DET
cana-5361	485	40	indian	indian	PROPN
cana-5361	485	41	institute	institute	PROPN
cana-5361	485	42	of	of	ADP
cana-5361	485	43	technology	technology	PROPN
cana-5361	485	44	,	,	PUNCT
cana-5361	485	45	madras	madra	NOUN
cana-5361	485	46	,	,	PUNCT
cana-5361	485	47	in	in	ADP
cana-5361	485	48	1989	1989	NUM
cana-5361	485	49	.	.	PUNCT
cana-5361	486	1	he	he	PRON
cana-5361	486	2	worked	work	VERB
cana-5361	486	3	as	as	ADP
cana-5361	486	4	professor	professor	NOUN
cana-5361	486	5	of	of	ADP
cana-5361	486	6	ece	ece	PROPN
cana-5361	486	7	at	at	ADP
cana-5361	486	8	jntuk	jntuk	PROPN
cana-5361	486	9	kakinada	kakinada	PROPN
cana-5361	486	10	.	.	PUNCT
cana-5361	487	1	he	he	PRON
cana-5361	487	2	authored	author	VERB
cana-5361	487	3	four	four	NUM
cana-5361	487	4	textbooks	textbook	NOUN
cana-5361	487	5	and	and	CCONJ
cana-5361	487	6	published	publish	VERB
cana-5361	487	7	over	over	ADP
cana-5361	487	8	250	250	NUM
cana-5361	487	9	technical	technical	ADJ
cana-5361	487	10	papers	paper	NOUN
cana-5361	487	11	in	in	ADP
cana-5361	487	12	national	national	ADJ
cana-5361	487	13	and	and	CCONJ
cana-5361	487	14	international	international	ADJ
cana-5361	487	15	conferences	conference	NOUN
cana-5361	487	16	and	and	CCONJ
cana-5361	487	17	journals	journal	NOUN
cana-5361	487	18	.	.	PUNCT
cana-5361	488	1	he	he	PRON
cana-5361	488	2	is	be	AUX
cana-5361	488	3	a	a	DET
cana-5361	488	4	fellow	fellow	ADJ
cana-5361	488	5	member	member	NOUN
cana-5361	488	6	of	of	ADP
cana-5361	488	7	professional	professional	ADJ
cana-5361	488	8	bodies	body	NOUN
cana-5361	488	9	like	like	ADP
cana-5361	488	10	ieee	ieee	NOUN
cana-5361	488	11	,	,	PUNCT
cana-5361	488	12	iete	iete	NOUN
cana-5361	488	13	,	,	PUNCT
cana-5361	488	14	ie	ie	X
cana-5361	488	15	(	(	PUNCT
cana-5361	488	16	i	i	NOUN
cana-5361	488	17	)	)	PUNCT
cana-5361	488	18	,	,	PUNCT
cana-5361	488	19	and	and	CCONJ
cana-5361	488	20	iste	iste	NOUN
cana-5361	488	21	.	.	PUNCT
cana-5361	489	1	his	his	PRON
cana-5361	489	2	research	research	NOUN
cana-5361	489	3	interests	interest	NOUN
cana-5361	489	4	cover	cover	VERB
cana-5361	489	5	a	a	DET
cana-5361	489	6	wide	wide	ADJ
cana-5361	489	7	range	range	NOUN
cana-5361	489	8	,	,	PUNCT
cana-5361	489	9	including	include	VERB
cana-5361	489	10	communications	communication	NOUN
cana-5361	489	11	,	,	PUNCT
cana-5361	489	12	signal	signal	NOUN
cana-5361	489	13	processing	processing	NOUN
cana-5361	489	14	,	,	PUNCT
cana-5361	489	15	image	image	NOUN
cana-5361	489	16	processing	processing	NOUN
cana-5361	489	17	,	,	PUNCT
cana-5361	489	18	neural	neural	ADJ
cana-5361	489	19	networks	network	NOUN
cana-5361	489	20	,	,	PUNCT
cana-5361	489	21	and	and	CCONJ
cana-5361	489	22	adhoc	adhoc	PROPN
cana-5361	489	23	wireless	wireless	ADJ
cana-5361	489	24	networks	network	NOUN
cana-5361	489	25	.	.	PUNCT
cana-5361	490	1	mailto:rajani.alugonda@jntucek.ac.in	mailto:rajani.alugonda@jntucek.ac.in	PUNCT