id	sid	tid	token	lemma	pos
cana-2146	1	1	communications	communication	NOUN
cana-2146	1	2	on	on	ADP
cana-2146	1	3	applied	apply	VERB
cana-2146	1	4	nonlinear	nonlinear	ADJ
cana-2146	1	5	analysis	analysis	NOUN
cana-2146	1	6	issn	issn	NOUN
cana-2146	1	7	:	:	PUNCT
cana-2146	1	8	1074	1074	NUM
cana-2146	1	9	-	-	PUNCT
cana-2146	1	10	133x	133x	NUM
cana-2146	1	11	vol	vol	NOUN
cana-2146	1	12	32	32	NUM
cana-2146	1	13	no	no	NOUN
cana-2146	1	14	.	.	PUNCT
cana-2146	2	1	1s	1s	NUM
cana-2146	2	2	(	(	PUNCT
cana-2146	2	3	2025	2025	NUM
cana-2146	2	4	)	)	PUNCT
cana-2146	2	5	163	163	NUM
cana-2146	2	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-2146	2	7	a	a	DET
cana-2146	2	8	new	new	ADJ
cana-2146	2	9	heuristic	heuristic	ADJ
cana-2146	2	10	hybrid	hybrid	NOUN
cana-2146	2	11	model	model	NOUN
cana-2146	2	12	for	for	ADP
cana-2146	2	13	cancer	cancer	NOUN
cana-2146	2	14	-	-	PUNCT
cana-2146	2	15	based	base	VERB
cana-2146	2	16	p	p	NOUN
cana-2146	2	17	-	-	PUNCT
cana-2146	2	18	glycoprotein	glycoprotein	NOUN
cana-2146	2	19	drug	drug	NOUN
cana-2146	2	20	classification	classification	NOUN
cana-2146	2	21	:	:	PUNCT
cana-2146	2	22	automated	automate	VERB
cana-2146	2	23	prediction	prediction	NOUN
cana-2146	2	24	mylavarapu	mylavarapu	PROPN
cana-2146	2	25	kalyan	kalyan	PROPN
cana-2146	2	26	ram1	ram1	PROPN
cana-2146	2	27	,	,	PUNCT
cana-2146	2	28	s	s	PART
cana-2146	2	29	kavitha	kavitha	PROPN
cana-2146	2	30	2	2	NUM
cana-2146	2	31	1	1	NUM
cana-2146	2	32	research	research	NOUN
cana-2146	2	33	scholar	scholar	NOUN
cana-2146	2	34	,	,	PUNCT
cana-2146	2	35	department	department	NOUN
cana-2146	2	36	of	of	ADP
cana-2146	2	37	computer	computer	NOUN
cana-2146	2	38	science	science	PROPN
cana-2146	2	39	&	&	CCONJ
cana-2146	2	40	engineering	engineering	PROPN
cana-2146	2	41	,	,	PUNCT
cana-2146	2	42	koneru	koneru	PROPN
cana-2146	2	43	lakshmaiah	lakshmaiah	PROPN
cana-2146	2	44	education	education	PROPN
cana-2146	2	45	foundation	foundation	PROPN
cana-2146	2	46	,	,	PUNCT
cana-2146	2	47	vaddeswaram	vaddeswaram	PROPN
cana-2146	2	48	,	,	PUNCT
cana-2146	2	49	guntur	guntur	PROPN
cana-2146	2	50	,	,	PUNCT
cana-2146	2	51	andhra	andhra	PROPN
cana-2146	2	52	pradesh	pradesh	PROPN
cana-2146	2	53	,	,	PUNCT
cana-2146	2	54	india	india	PROPN
cana-2146	2	55	.	.	PUNCT
cana-2146	2	56	;	;	PUNCT
cana-2146	2	57	email	email	NOUN
cana-2146	2	58	:	:	PUNCT
cana-2146	2	59	193030002@kluniversity.in/kalyanram1985@gmail.com	193030002@kluniversity.in/kalyanram1985@gmail.com	NUM
cana-2146	2	60	2	2	NUM
cana-2146	2	61	associate	associate	NOUN
cana-2146	2	62	professor	professor	NOUN
cana-2146	2	63	,	,	PUNCT
cana-2146	2	64	department	department	NOUN
cana-2146	2	65	of	of	ADP
cana-2146	2	66	computer	computer	NOUN
cana-2146	2	67	science	science	PROPN
cana-2146	2	68	&	&	CCONJ
cana-2146	2	69	engineering	engineering	PROPN
cana-2146	2	70	,	,	PUNCT
cana-2146	2	71	koneru	koneru	PROPN
cana-2146	2	72	lakshmaiah	lakshmaiah	PROPN
cana-2146	2	73	education	education	PROPN
cana-2146	2	74	foundation	foundation	PROPN
cana-2146	2	75	,	,	PUNCT
cana-2146	2	76	greenfields	greenfield	NOUN
cana-2146	2	77	,	,	PUNCT
cana-2146	2	78	vaddeswaram	vaddeswaram	PROPN
cana-2146	2	79	,	,	PUNCT
cana-2146	2	80	guntur	guntur	PROPN
cana-2146	2	81	,	,	PUNCT
cana-2146	2	82	andhra	andhra	PROPN
cana-2146	2	83	pradesh	pradesh	PROPN
cana-2146	2	84	,	,	PUNCT
cana-2146	2	85	india	india	PROPN
cana-2146	2	86	;	;	PUNCT
cana-2146	2	87	emal	emal	NOUN
cana-2146	2	88	:	:	PUNCT
cana-2146	2	89	kavithabtech05@kluniversity.in	kavithabtech05@kluniversity.in	X
cana-2146	2	90	article	article	NOUN
cana-2146	2	91	history	history	NOUN
cana-2146	2	92	:	:	PUNCT
cana-2146	2	93	received	receive	VERB
cana-2146	2	94	:	:	PUNCT
cana-2146	2	95	10	10	NUM
cana-2146	2	96	-	-	SYM
cana-2146	2	97	08	08	NUM
cana-2146	2	98	-	-	PUNCT
cana-2146	2	99	2024	2024	NUM
cana-2146	2	100	revised	revise	VERB
cana-2146	2	101	:	:	PUNCT
cana-2146	2	102	25	25	NUM
cana-2146	2	103	-	-	PUNCT
cana-2146	2	104	09	09	NUM
cana-2146	2	105	-	-	PUNCT
cana-2146	2	106	2024	2024	NUM
cana-2146	2	107	accepted	accept	VERB
cana-2146	2	108	:	:	PUNCT
cana-2146	2	109	12	12	NUM
cana-2146	2	110	-	-	SYM
cana-2146	2	111	10	10	NUM
cana-2146	2	112	-	-	PUNCT
cana-2146	2	113	2024	2024	NUM
cana-2146	2	114	abstract	abstract	NOUN
cana-2146	2	115	:	:	PUNCT
cana-2146	2	116	as	as	SCONJ
cana-2146	2	117	the	the	DET
cana-2146	2	118	population	population	NOUN
cana-2146	2	119	improves	improve	VERB
cana-2146	2	120	in	in	ADP
cana-2146	2	121	real	real	ADJ
cana-2146	2	122	-	-	PUNCT
cana-2146	2	123	time	time	NOUN
cana-2146	2	124	applications	application	NOUN
cana-2146	2	125	,	,	PUNCT
cana-2146	2	126	drug	drug	NOUN
cana-2146	2	127	identification	identification	NOUN
cana-2146	2	128	becomes	become	VERB
cana-2146	2	129	an	an	DET
cana-2146	2	130	increasingly	increasingly	ADV
cana-2146	2	131	difficult	difficult	ADJ
cana-2146	2	132	task	task	NOUN
cana-2146	2	133	.	.	PUNCT
cana-2146	3	1	various	various	ADJ
cana-2146	3	2	biotechnological	biotechnological	ADJ
cana-2146	3	3	applications	application	NOUN
cana-2146	3	4	based	base	VERB
cana-2146	3	5	on	on	ADP
cana-2146	3	6	in	in	ADP
cana-2146	3	7	vitro	vitro	X
cana-2146	3	8	fertilization	fertilization	NOUN
cana-2146	3	9	can	can	AUX
cana-2146	3	10	benefit	benefit	VERB
cana-2146	3	11	from	from	ADP
cana-2146	3	12	better	well	ADJ
cana-2146	3	13	drug	drug	NOUN
cana-2146	3	14	identification	identification	NOUN
cana-2146	3	15	.	.	PUNCT
cana-2146	4	1	for	for	ADP
cana-2146	4	2	many	many	ADJ
cana-2146	4	3	nations	nation	NOUN
cana-2146	4	4	,	,	PUNCT
cana-2146	4	5	agriculture	agriculture	NOUN
cana-2146	4	6	is	be	AUX
cana-2146	4	7	the	the	DET
cana-2146	4	8	backbone	backbone	NOUN
cana-2146	4	9	of	of	ADP
cana-2146	4	10	cancer	cancer	NOUN
cana-2146	4	11	medication	medication	NOUN
cana-2146	4	12	development	development	NOUN
cana-2146	4	13	;	;	PUNCT
cana-2146	4	14	increasing	increase	VERB
cana-2146	4	15	crop	crop	NOUN
cana-2146	4	16	yields	yield	NOUN
cana-2146	4	17	is	be	AUX
cana-2146	4	18	the	the	DET
cana-2146	4	19	key	key	NOUN
cana-2146	4	20	to	to	ADP
cana-2146	4	21	better	well	ADJ
cana-2146	4	22	drug	drug	NOUN
cana-2146	4	23	identification	identification	NOUN
cana-2146	4	24	in	in	ADP
cana-2146	4	25	agricultural	agricultural	ADJ
cana-2146	4	26	contexts	contexts	NOUN
cana-2146	4	27	.	.	PUNCT
cana-2146	5	1	computer	computer	NOUN
cana-2146	5	2	vision	vision	NOUN
cana-2146	5	3	applications	application	NOUN
cana-2146	5	4	suffer	suffer	VERB
cana-2146	5	5	as	as	ADP
cana-2146	5	6	a	a	DET
cana-2146	5	7	result	result	NOUN
cana-2146	5	8	of	of	ADP
cana-2146	5	9	the	the	DET
cana-2146	5	10	efficient	efficient	ADJ
cana-2146	5	11	degradation	degradation	NOUN
cana-2146	5	12	of	of	ADP
cana-2146	5	13	production	production	NOUN
cana-2146	5	14	quality	quality	NOUN
cana-2146	5	15	and	and	CCONJ
cana-2146	5	16	quantity	quantity	NOUN
cana-2146	5	17	caused	cause	VERB
cana-2146	5	18	by	by	ADP
cana-2146	5	19	p	p	NOUN
cana-2146	5	20	-	-	PUNCT
cana-2146	5	21	glycoprotein	glycoprotein	NOUN
cana-2146	5	22	drugs	drug	NOUN
cana-2146	5	23	used	use	VERB
cana-2146	5	24	in	in	ADP
cana-2146	5	25	cancer	cancer	NOUN
cana-2146	5	26	treatment	treatment	NOUN
cana-2146	5	27	.	.	PUNCT
cana-2146	6	1	the	the	DET
cana-2146	6	2	identification	identification	NOUN
cana-2146	6	3	of	of	ADP
cana-2146	6	4	cancer	cancer	NOUN
cana-2146	6	5	-	-	PUNCT
cana-2146	6	6	based	base	VERB
cana-2146	6	7	p	p	NOUN
cana-2146	6	8	-	-	PUNCT
cana-2146	6	9	glycoprotein	glycoprotein	NOUN
cana-2146	6	10	drugs	drug	NOUN
cana-2146	6	11	is	be	AUX
cana-2146	6	12	an	an	DET
cana-2146	6	13	aggressive	aggressive	ADJ
cana-2146	6	14	concept	concept	NOUN
cana-2146	6	15	in	in	ADP
cana-2146	6	16	the	the	DET
cana-2146	6	17	present	present	ADJ
cana-2146	6	18	day	day	NOUN
cana-2146	6	19	,	,	PUNCT
cana-2146	6	20	due	due	ADP
cana-2146	6	21	to	to	ADP
cana-2146	6	22	the	the	DET
cana-2146	6	23	various	various	ADJ
cana-2146	6	24	symptoms	symptom	NOUN
cana-2146	6	25	present	present	ADJ
cana-2146	6	26	in	in	ADP
cana-2146	6	27	cancer	cancer	NOUN
cana-2146	6	28	.	.	PUNCT
cana-2146	7	1	various	various	ADJ
cana-2146	7	2	authors	author	NOUN
cana-2146	7	3	use	use	VERB
cana-2146	7	4	soft	soft	ADJ
cana-2146	7	5	computing	computing	NOUN
cana-2146	7	6	techniques	technique	NOUN
cana-2146	7	7	and	and	CCONJ
cana-2146	7	8	machine	machine	NOUN
cana-2146	7	9	learning	learn	VERB
cana-2146	7	10	approaches	approach	NOUN
cana-2146	7	11	to	to	PART
cana-2146	7	12	predict	predict	VERB
cana-2146	7	13	these	these	DET
cana-2146	7	14	drugs	drug	NOUN
cana-2146	7	15	.	.	PUNCT
cana-2146	8	1	for	for	ADP
cana-2146	8	2	the	the	DET
cana-2146	8	3	purpose	purpose	NOUN
cana-2146	8	4	of	of	ADP
cana-2146	8	5	automatically	automatically	ADV
cana-2146	8	6	identifying	identify	VERB
cana-2146	8	7	based	base	VERB
cana-2146	8	8	p	p	NOUN
cana-2146	8	9	-	-	PUNCT
cana-2146	8	10	glycoprotein	glycoprotein	NOUN
cana-2146	8	11	drugs	drug	NOUN
cana-2146	8	12	in	in	ADP
cana-2146	8	13	cancers	cancer	NOUN
cana-2146	8	14	,	,	PUNCT
cana-2146	8	15	this	this	DET
cana-2146	8	16	paper	paper	NOUN
cana-2146	8	17	proposes	propose	VERB
cana-2146	8	18	a	a	DET
cana-2146	8	19	hybrid	hybrid	ADJ
cana-2146	8	20	novel	novel	ADJ
cana-2146	8	21	heuristic	heuristic	ADJ
cana-2146	8	22	model	model	NOUN
cana-2146	8	23	(	(	PUNCT
cana-2146	8	24	hnhm	hnhm	NOUN
cana-2146	8	25	)	)	PUNCT
cana-2146	8	26	that	that	PRON
cana-2146	8	27	combines	combine	VERB
cana-2146	8	28	self	self	NOUN
cana-2146	8	29	-	-	PUNCT
cana-2146	8	30	organizing	organize	VERB
cana-2146	8	31	maps	map	NOUN
cana-2146	8	32	(	(	PUNCT
cana-2146	8	33	soms	som	NOUN
cana-2146	8	34	)	)	PUNCT
cana-2146	8	35	with	with	ADP
cana-2146	8	36	convolution	convolution	NOUN
cana-2146	8	37	neural	neural	ADJ
cana-2146	8	38	networks	network	NOUN
cana-2146	8	39	(	(	PUNCT
cana-2146	8	40	cnns	cnns	PROPN
cana-2146	8	41	)	)	PUNCT
cana-2146	8	42	.	.	PUNCT
cana-2146	9	1	the	the	DET
cana-2146	9	2	primary	primary	ADJ
cana-2146	9	3	challenge	challenge	NOUN
cana-2146	9	4	in	in	ADP
cana-2146	9	5	identifying	identify	VERB
cana-2146	9	6	cancer	cancer	NOUN
cana-2146	9	7	drugs	drug	NOUN
cana-2146	9	8	based	base	VERB
cana-2146	9	9	on	on	ADP
cana-2146	9	10	p	p	NOUN
cana-2146	9	11	-	-	PUNCT
cana-2146	9	12	glycoprotein	glycoprotein	NOUN
cana-2146	9	13	is	be	AUX
cana-2146	9	14	feature	feature	NOUN
cana-2146	9	15	extraction	extraction	NOUN
cana-2146	9	16	;	;	PUNCT
cana-2146	9	17	hence	hence	ADV
cana-2146	9	18	,	,	PUNCT
cana-2146	9	19	dimensionality	dimensionality	NOUN
cana-2146	9	20	reduction	reduction	NOUN
cana-2146	9	21	is	be	AUX
cana-2146	9	22	crucial	crucial	ADJ
cana-2146	9	23	in	in	ADP
cana-2146	9	24	filtering	filter	VERB
cana-2146	9	25	out	out	ADP
cana-2146	9	26	noise	noise	NOUN
cana-2146	9	27	from	from	ADP
cana-2146	9	28	the	the	DET
cana-2146	9	29	cancer	cancer	NOUN
cana-2146	9	30	sub	sub	ADJ
cana-2146	9	31	-	-	ADJ
cana-2146	9	32	cancer	cancer	ADJ
cana-2146	9	33	drug	drug	NOUN
cana-2146	9	34	dataset	dataset	VERB
cana-2146	9	35	and	and	CCONJ
cana-2146	9	36	separating	separate	VERB
cana-2146	9	37	the	the	DET
cana-2146	9	38	subset	subset	NOUN
cana-2146	9	39	of	of	ADP
cana-2146	9	40	the	the	DET
cana-2146	9	41	cancer	cancer	NOUN
cana-2146	9	42	drug	drug	NOUN
cana-2146	9	43	dataset	dataset	NOUN
cana-2146	9	44	affected	affect	VERB
cana-2146	9	45	by	by	ADP
cana-2146	9	46	the	the	DET
cana-2146	9	47	pglycoprotein	pglycoprotein	ADJ
cana-2146	9	48	drug	drug	NOUN
cana-2146	9	49	using	use	VERB
cana-2146	9	50	support	support	NOUN
cana-2146	9	51	vector	vector	NOUN
cana-2146	9	52	machines	machine	NOUN
cana-2146	9	53	(	(	PUNCT
cana-2146	9	54	som	som	NOUN
cana-2146	9	55	)	)	PUNCT
cana-2146	9	56	.	.	PUNCT
cana-2146	10	1	it	it	PRON
cana-2146	10	2	is	be	AUX
cana-2146	10	3	a	a	DET
cana-2146	10	4	promising	promising	ADJ
cana-2146	10	5	approach	approach	NOUN
cana-2146	10	6	to	to	PART
cana-2146	10	7	automatically	automatically	ADV
cana-2146	10	8	identify	identify	VERB
cana-2146	10	9	based	base	VERB
cana-2146	10	10	p	p	NOUN
cana-2146	10	11	-	-	PUNCT
cana-2146	10	12	glycoprotein	glycoprotein	NOUN
cana-2146	10	13	drugs	drug	NOUN
cana-2146	10	14	in	in	ADP
cana-2146	10	15	cancers	cancer	NOUN
cana-2146	10	16	by	by	ADP
cana-2146	10	17	exploring	explore	VERB
cana-2146	10	18	protein	protein	NOUN
cana-2146	10	19	features	feature	NOUN
cana-2146	10	20	in	in	ADP
cana-2146	10	21	cancer	cancer	NOUN
cana-2146	10	22	and	and	CCONJ
cana-2146	10	23	predicting	predicting	NOUN
cana-2146	10	24	which	which	DET
cana-2146	10	25	patches	patch	NOUN
cana-2146	10	26	are	be	AUX
cana-2146	10	27	affected	affect	VERB
cana-2146	10	28	by	by	ADP
cana-2146	10	29	virus	virus	NOUN
cana-2146	10	30	-	-	PUNCT
cana-2146	10	31	bacteria	bacteria	NOUN
cana-2146	10	32	.	.	PUNCT
cana-2146	11	1	cnn	cnn	PROPN
cana-2146	11	2	is	be	AUX
cana-2146	11	3	used	use	VERB
cana-2146	11	4	to	to	PART
cana-2146	11	5	match	match	VERB
cana-2146	11	6	cancer	cancer	NOUN
cana-2146	11	7	sub	sub	ADJ
cana-2146	11	8	-	-	ADJ
cana-2146	11	9	cancer	cancer	ADJ
cana-2146	11	10	drug	drug	NOUN
cana-2146	11	11	data	data	NOUN
cana-2146	11	12	sets	set	NOUN
cana-2146	11	13	.	.	PUNCT
cana-2146	12	1	in	in	ADP
cana-2146	12	2	this	this	DET
cana-2146	12	3	study	study	NOUN
cana-2146	12	4	,	,	PUNCT
cana-2146	12	5	we	we	PRON
cana-2146	12	6	use	use	VERB
cana-2146	12	7	sub	sub	ADJ
cana-2146	12	8	-	-	ADJ
cana-2146	12	9	cancer	cancer	ADJ
cana-2146	12	10	drug	drug	NOUN
cana-2146	12	11	data	datum	NOUN
cana-2146	12	12	sets	set	VERB
cana-2146	12	13	to	to	PART
cana-2146	12	14	develop	develop	VERB
cana-2146	12	15	a	a	DET
cana-2146	12	16	hybrid	hybrid	ADJ
cana-2146	12	17	heuristic	heuristic	ADJ
cana-2146	12	18	approach	approach	NOUN
cana-2146	12	19	to	to	PART
cana-2146	12	20	identify	identify	VERB
cana-2146	12	21	based	base	VERB
cana-2146	12	22	p	p	NOUN
cana-2146	12	23	-	-	PUNCT
cana-2146	12	24	glycoprotein	glycoprotein	NOUN
cana-2146	12	25	drugs	drug	NOUN
cana-2146	12	26	found	find	VERB
cana-2146	12	27	in	in	ADP
cana-2146	12	28	cancers	cancer	NOUN
cana-2146	12	29	.	.	PUNCT
cana-2146	13	1	clinical	clinical	ADJ
cana-2146	13	2	trials	trial	NOUN
cana-2146	13	3	of	of	ADP
cana-2146	13	4	the	the	DET
cana-2146	13	5	suggested	suggest	VERB
cana-2146	13	6	hybrid	hybrid	NOUN
cana-2146	13	7	model	model	NOUN
cana-2146	13	8	were	be	AUX
cana-2146	13	9	conducted	conduct	VERB
cana-2146	13	10	using	use	VERB
cana-2146	13	11	sub	sub	ADJ
cana-2146	13	12	-	-	ADJ
cana-2146	13	13	cancer	cancer	ADJ
cana-2146	13	14	drug	drug	NOUN
cana-2146	13	15	data	datum	NOUN
cana-2146	13	16	sets	set	NOUN
cana-2146	13	17	derived	derive	VERB
cana-2146	13	18	from	from	ADP
cana-2146	13	19	peach	peach	NOUN
cana-2146	13	20	cancers	cancer	NOUN
cana-2146	13	21	and	and	CCONJ
cana-2146	13	22	the	the	DET
cana-2146	13	23	publicly	publicly	ADV
cana-2146	13	24	available	available	ADJ
cana-2146	13	25	cancer	cancer	NOUN
cana-2146	13	26	's	's	PART
cana-2146	13	27	drug	drug	NOUN
cana-2146	13	28	datasets	dataset	NOUN
cana-2146	13	29	housed	house	VERB
cana-2146	13	30	in	in	ADP
cana-2146	13	31	the	the	DET
cana-2146	13	32	uci	uci	PROPN
cana-2146	13	33	repository	repository	NOUN
cana-2146	13	34	.	.	PUNCT
cana-2146	14	1	with	with	ADP
cana-2146	14	2	less	less	ADJ
cana-2146	14	3	training	training	NOUN
cana-2146	14	4	required	require	VERB
cana-2146	14	5	to	to	PART
cana-2146	14	6	explore	explore	VERB
cana-2146	14	7	based	base	VERB
cana-2146	14	8	on	on	ADP
cana-2146	14	9	p	p	ADJ
cana-2146	14	10	-	-	PUNCT
cana-2146	14	11	glycoprotein	glycoprotein	NOUN
cana-2146	14	12	drugs	drug	NOUN
cana-2146	14	13	from	from	ADP
cana-2146	14	14	sub	sub	ADJ
cana-2146	14	15	-	-	ADJ
cana-2146	14	16	cancer	cancer	ADJ
cana-2146	14	17	drug	drug	NOUN
cana-2146	14	18	datasets	dataset	NOUN
cana-2146	14	19	,	,	PUNCT
cana-2146	14	20	the	the	DET
cana-2146	14	21	suggested	suggest	VERB
cana-2146	14	22	hybrid	hybrid	NOUN
cana-2146	14	23	model	model	NOUN
cana-2146	14	24	achieves	achieve	VERB
cana-2146	14	25	an	an	DET
cana-2146	14	26	accuracy	accuracy	NOUN
cana-2146	14	27	of	of	ADP
cana-2146	14	28	nearly	nearly	ADV
cana-2146	14	29	99.93	99.93	NUM
cana-2146	14	30	%	%	NOUN
cana-2146	14	31	when	when	SCONJ
cana-2146	14	32	tested	test	VERB
cana-2146	14	33	on	on	ADP
cana-2146	14	34	different	different	ADJ
cana-2146	14	35	testing	testing	NOUN
cana-2146	14	36	datasets	dataset	NOUN
cana-2146	14	37	for	for	ADP
cana-2146	14	38	sub	sub	NOUN
cana-2146	14	39	cancer	cancer	NOUN
cana-2146	14	40	drugs	drug	NOUN
cana-2146	14	41	.	.	PUNCT
cana-2146	15	1	when	when	SCONJ
cana-2146	15	2	compared	compare	VERB
cana-2146	15	3	to	to	ADP
cana-2146	15	4	other	other	ADJ
cana-2146	15	5	state	state	NOUN
cana-2146	15	6	-	-	PUNCT
cana-2146	15	7	of	of	ADP
cana-2146	15	8	-	-	PUNCT
cana-2146	15	9	the	the	DET
cana-2146	15	10	-	-	PUNCT
cana-2146	15	11	art	art	NOUN
cana-2146	15	12	methods	method	NOUN
cana-2146	15	13	,	,	PUNCT
cana-2146	15	14	this	this	DET
cana-2146	15	15	one	one	NOUN
cana-2146	15	16	significantly	significantly	ADV
cana-2146	15	17	reduces	reduce	VERB
cana-2146	15	18	running	running	NOUN
cana-2146	15	19	time	time	NOUN
cana-2146	15	20	while	while	SCONJ
cana-2146	15	21	providing	provide	VERB
cana-2146	15	22	efficient	efficient	ADJ
cana-2146	15	23	performance	performance	NOUN
cana-2146	15	24	in	in	ADP
cana-2146	15	25	a	a	DET
cana-2146	15	26	number	number	NOUN
cana-2146	15	27	of	of	ADP
cana-2146	15	28	p	p	NOUN
cana-2146	15	29	-	-	PUNCT
cana-2146	15	30	glycoprotein	glycoprotein	NOUN
cana-2146	15	31	drug	drug	NOUN
cana-2146	15	32	prediction	prediction	NOUN
cana-2146	15	33	metrics	metric	NOUN
cana-2146	15	34	,	,	PUNCT
cana-2146	15	35	including	include	VERB
cana-2146	15	36	recall	recall	NOUN
cana-2146	15	37	,	,	PUNCT
cana-2146	15	38	sensitivity	sensitivity	NOUN
cana-2146	15	39	,	,	PUNCT
cana-2146	15	40	and	and	CCONJ
cana-2146	15	41	specificity	specificity	NOUN
cana-2146	15	42	keywords	keyword	NOUN
cana-2146	15	43	:	:	PUNCT
cana-2146	15	44	prediction	prediction	NOUN
cana-2146	15	45	of	of	ADP
cana-2146	15	46	p	p	NOUN
cana-2146	15	47	-	-	PUNCT
cana-2146	15	48	glycoprotein	glycoprotein	NOUN
cana-2146	15	49	drugs	drug	NOUN
cana-2146	15	50	based	base	VERB
cana-2146	15	51	on	on	ADP
cana-2146	15	52	subsets	subset	NOUN
cana-2146	15	53	of	of	ADP
cana-2146	15	54	the	the	DET
cana-2146	15	55	population	population	NOUN
cana-2146	15	56	,	,	PUNCT
cana-2146	15	57	feature	feature	NOUN
cana-2146	15	58	extraction	extraction	NOUN
cana-2146	15	59	,	,	PUNCT
cana-2146	15	60	histograms	histogram	NOUN
cana-2146	15	61	,	,	PUNCT
cana-2146	15	62	convolutional	convolutional	ADJ
cana-2146	15	63	neural	neural	ADJ
cana-2146	15	64	networks	network	NOUN
cana-2146	15	65	,	,	PUNCT
cana-2146	15	66	self	self	NOUN
cana-2146	15	67	-	-	PUNCT
cana-2146	15	68	organizing	organize	VERB
cana-2146	15	69	maps	map	NOUN
cana-2146	15	70	,	,	PUNCT
cana-2146	15	71	deep	deep	ADJ
cana-2146	15	72	learning	learning	NOUN
cana-2146	15	73	,	,	PUNCT
cana-2146	15	74	and	and	CCONJ
cana-2146	15	75	drugs	drug	NOUN
cana-2146	15	76	derived	derive	VERB
cana-2146	15	77	from	from	ADP
cana-2146	15	78	fruits	fruit	NOUN
cana-2146	15	79	.	.	PUNCT
cana-2146	16	1	communications	communication	NOUN
cana-2146	16	2	on	on	ADP
cana-2146	16	3	applied	apply	VERB
cana-2146	16	4	nonlinear	nonlinear	ADJ
cana-2146	16	5	analysis	analysis	NOUN
cana-2146	16	6	issn	issn	NOUN
cana-2146	16	7	:	:	PUNCT
cana-2146	16	8	1074	1074	NUM
cana-2146	16	9	-	-	PUNCT
cana-2146	16	10	133x	133x	NUM
cana-2146	16	11	vol	vol	NOUN
cana-2146	16	12	32	32	NUM
cana-2146	16	13	no	no	NOUN
cana-2146	16	14	.	.	PUNCT
cana-2146	17	1	1s	1s	NUM
cana-2146	17	2	(	(	PUNCT
cana-2146	17	3	2025	2025	NUM
cana-2146	17	4	)	)	PUNCT
cana-2146	17	5	164	164	NUM
cana-2146	17	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-2146	17	7	1	1	NUM
cana-2146	17	8	.	.	PUNCT
cana-2146	17	9	introduction	introduction	NOUN
cana-2146	17	10	the	the	DET
cana-2146	17	11	enormous	enormous	ADJ
cana-2146	17	12	reduction	reduction	NOUN
cana-2146	17	13	in	in	ADP
cana-2146	17	14	the	the	DET
cana-2146	17	15	physical	physical	ADJ
cana-2146	17	16	or	or	CCONJ
cana-2146	17	17	financial	financial	ADJ
cana-2146	17	18	efficiency	efficiency	NOUN
cana-2146	17	19	of	of	ADP
cana-2146	17	20	the	the	DET
cana-2146	17	21	harvests	harvest	NOUN
cana-2146	17	22	and	and	CCONJ
cana-2146	17	23	,	,	PUNCT
cana-2146	17	24	in	in	ADP
cana-2146	17	25	some	some	DET
cana-2146	17	26	cases	case	NOUN
cana-2146	17	27	,	,	PUNCT
cana-2146	17	28	even	even	ADV
cana-2146	17	29	a	a	DET
cana-2146	17	30	barrier	barrier	NOUN
cana-2146	17	31	to	to	ADP
cana-2146	17	32	this	this	DET
cana-2146	17	33	action	action	NOUN
cana-2146	17	34	are	be	AUX
cana-2146	17	35	both	both	PRON
cana-2146	17	36	caused	cause	VERB
cana-2146	17	37	by	by	ADP
cana-2146	17	38	cancer	cancer	NOUN
cana-2146	17	39	infections	infection	NOUN
cana-2146	17	40	,	,	PUNCT
cana-2146	17	41	which	which	PRON
cana-2146	17	42	are	be	AUX
cana-2146	17	43	considered	consider	VERB
cana-2146	17	44	one	one	NUM
cana-2146	17	45	of	of	ADP
cana-2146	17	46	the	the	DET
cana-2146	17	47	primary	primary	ADJ
cana-2146	17	48	factors	factor	NOUN
cana-2146	17	49	affecting	affect	VERB
cana-2146	17	50	cancer	cancer	NOUN
cana-2146	17	51	drug	drug	NOUN
cana-2146	17	52	creation	creation	NOUN
cana-2146	17	53	.	.	PUNCT
cana-2146	18	1	according	accord	VERB
cana-2146	18	2	to	to	ADP
cana-2146	18	3	[	[	X
cana-2146	18	4	1	1	NUM
cana-2146	18	5	]	]	PUNCT
cana-2146	18	6	,	,	PUNCT
cana-2146	18	7	in	in	ADP
cana-2146	18	8	order	order	NOUN
cana-2146	18	9	to	to	PART
cana-2146	18	10	keep	keep	VERB
cana-2146	18	11	production	production	NOUN
cana-2146	18	12	losses	loss	NOUN
cana-2146	18	13	to	to	ADP
cana-2146	18	14	a	a	DET
cana-2146	18	15	minimum	minimum	ADJ
cana-2146	18	16	and	and	CCONJ
cana-2146	18	17	crop	crop	NOUN
cana-2146	18	18	maintainability	maintainability	NOUN
cana-2146	18	19	high	high	ADJ
cana-2146	18	20	,	,	PUNCT
cana-2146	18	21	it	it	PRON
cana-2146	18	22	is	be	AUX
cana-2146	18	23	crucial	crucial	ADJ
cana-2146	18	24	to	to	PART
cana-2146	18	25	properly	properly	ADV
cana-2146	18	26	convey	convey	VERB
cana-2146	18	27	infection	infection	NOUN
cana-2146	18	28	executives	executive	NOUN
cana-2146	18	29	and	and	CCONJ
cana-2146	18	30	control	control	NOUN
cana-2146	18	31	allocations	allocation	NOUN
cana-2146	18	32	,	,	PUNCT
cana-2146	18	33	which	which	PRON
cana-2146	18	34	should	should	AUX
cana-2146	18	35	include	include	VERB
cana-2146	18	36	consistent	consistent	ADJ
cana-2146	18	37	crop	crop	NOUN
cana-2146	18	38	monitoring	monitoring	NOUN
cana-2146	18	39	and	and	CCONJ
cana-2146	18	40	the	the	DET
cana-2146	18	41	rapid	rapid	ADJ
cana-2146	18	42	and	and	CCONJ
cana-2146	18	43	accurate	accurate	ADJ
cana-2146	18	44	diagnosis	diagnosis	NOUN
cana-2146	18	45	of	of	ADP
cana-2146	18	46	illnesses	illness	NOUN
cana-2146	18	47	.	.	PUNCT
cana-2146	19	1	psychopathologists	psychopathologist	NOUN
cana-2146	19	2	recommend	recommend	VERB
cana-2146	19	3	these	these	DET
cana-2146	19	4	methods	method	NOUN
cana-2146	19	5	most	most	ADV
cana-2146	19	6	often	often	ADV
cana-2146	19	7	[	[	X
cana-2146	19	8	1].the	1].the	DET
cana-2146	19	9	correct	correct	ADJ
cana-2146	19	10	identification	identification	NOUN
cana-2146	19	11	of	of	ADP
cana-2146	19	12	the	the	DET
cana-2146	19	13	symptoms	symptom	NOUN
cana-2146	19	14	of	of	ADP
cana-2146	19	15	major	major	ADJ
cana-2146	19	16	diseases	disease	NOUN
cana-2146	19	17	affecting	affect	VERB
cana-2146	19	18	crops	crop	NOUN
cana-2146	19	19	is	be	AUX
cana-2146	19	20	the	the	DET
cana-2146	19	21	major	major	ADJ
cana-2146	19	22	test	test	NOUN
cana-2146	19	23	in	in	ADP
cana-2146	19	24	horticulture	horticulture	NOUN
cana-2146	20	1	[	[	X
cana-2146	20	2	2].conventional	2].conventional	NUM
cana-2146	20	3	establishing	establishing	NOUN
cana-2146	20	4	procedures	procedure	NOUN
cana-2146	20	5	,	,	PUNCT
cana-2146	20	6	which	which	PRON
cana-2146	20	7	rely	rely	VERB
cana-2146	20	8	on	on	ADP
cana-2146	20	9	manual	manual	ADJ
cana-2146	20	10	and	and	CCONJ
cana-2146	20	11	motorised	motorised	ADJ
cana-2146	20	12	practices	practice	NOUN
cana-2146	20	13	,	,	PUNCT
cana-2146	20	14	are	be	AUX
cana-2146	20	15	unable	unable	ADJ
cana-2146	20	16	to	to	PART
cana-2146	20	17	cover	cover	VERB
cana-2146	20	18	vast	vast	ADJ
cana-2146	20	19	areas	area	NOUN
cana-2146	20	20	of	of	ADP
cana-2146	20	21	estate	estate	NOUN
cana-2146	20	22	or	or	CCONJ
cana-2146	20	23	provide	provide	VERB
cana-2146	20	24	dynamic	dynamic	ADJ
cana-2146	20	25	cycles	cycle	NOUN
cana-2146	20	26	with	with	ADP
cana-2146	20	27	basic	basic	ADJ
cana-2146	20	28	early	early	ADJ
cana-2146	20	29	data	datum	NOUN
cana-2146	20	30	[	[	X
cana-2146	20	31	3	3	NUM
cana-2146	20	32	]	]	PUNCT
cana-2146	20	33	.	.	PUNCT
cana-2146	21	1	therefore	therefore	ADV
cana-2146	21	2	,	,	PUNCT
cana-2146	21	3	it	it	PRON
cana-2146	21	4	is	be	AUX
cana-2146	21	5	critical	critical	ADJ
cana-2146	21	6	to	to	PART
cana-2146	21	7	develop	develop	VERB
cana-2146	21	8	automated	automate	VERB
cana-2146	21	9	systems	system	NOUN
cana-2146	21	10	that	that	PRON
cana-2146	21	11	are	be	AUX
cana-2146	21	12	practical	practical	ADJ
cana-2146	21	13	,	,	PUNCT
cana-2146	21	14	robust	robust	ADJ
cana-2146	21	15	,	,	PUNCT
cana-2146	21	16	and	and	CCONJ
cana-2146	21	17	financially	financially	ADV
cana-2146	21	18	stable	stable	ADJ
cana-2146	21	19	in	in	ADP
cana-2146	21	20	order	order	NOUN
cana-2146	21	21	to	to	PART
cana-2146	21	22	monitor	monitor	VERB
cana-2146	21	23	cancer	cancer	NOUN
cana-2146	21	24	patients	patient	NOUN
cana-2146	21	25	'	'	PART
cana-2146	21	26	health	health	NOUN
cana-2146	21	27	and	and	CCONJ
cana-2146	21	28	provide	provide	VERB
cana-2146	21	29	important	important	ADJ
cana-2146	21	30	data	datum	NOUN
cana-2146	21	31	for	for	ADP
cana-2146	21	32	dynamic	dynamic	ADJ
cana-2146	21	33	interactions	interaction	NOUN
cana-2146	21	34	,	,	PUNCT
cana-2146	21	35	such	such	ADJ
cana-2146	21	36	as	as	ADP
cana-2146	21	37	the	the	DET
cana-2146	21	38	appropriate	appropriate	ADJ
cana-2146	21	39	use	use	NOUN
cana-2146	21	40	and	and	CCONJ
cana-2146	21	41	dosage	dosage	NOUN
cana-2146	21	42	of	of	ADP
cana-2146	21	43	pesticides	pesticide	NOUN
cana-2146	21	44	in	in	ADP
cana-2146	21	45	the	the	DET
cana-2146	21	46	treatment	treatment	NOUN
cana-2146	21	47	of	of	ADP
cana-2146	21	48	specific	specific	ADJ
cana-2146	21	49	diseases	disease	NOUN
cana-2146	21	50	[	[	X
cana-2146	21	51	4	4	NUM
cana-2146	21	52	]	]	PUNCT
cana-2146	21	53	.	.	PUNCT
cana-2146	22	1	figure	figure	NOUN
cana-2146	22	2	1	1	NUM
cana-2146	22	3	displays	display	VERB
cana-2146	22	4	various	various	ADJ
cana-2146	22	5	cancer	cancer	NOUN
cana-2146	22	6	subcancer	subcancer	NOUN
cana-2146	22	7	drug	drug	PROPN
cana-2146	22	8	data	data	PROPN
cana-2146	22	9	sets	set	NOUN
cana-2146	22	10	figure	figure	VERB
cana-2146	22	11	1	1	NUM
cana-2146	22	12	cancer	cancer	NOUN
cana-2146	22	13	data	datum	NOUN
cana-2146	22	14	sets	set	NOUN
cana-2146	22	15	with	with	ADP
cana-2146	22	16	different	different	ADJ
cana-2146	22	17	drug	drug	NOUN
cana-2146	22	18	parameters	parameter	NOUN
cana-2146	22	19	along	along	ADP
cana-2146	22	20	with	with	ADP
cana-2146	22	21	ai	ai	PROPN
cana-2146	22	22	,	,	PUNCT
cana-2146	22	23	computer	computer	NOUN
cana-2146	22	24	vision	vision	NOUN
cana-2146	22	25	has	have	AUX
cana-2146	22	26	been	be	AUX
cana-2146	22	27	making	make	VERB
cana-2146	22	28	great	great	ADJ
cana-2146	22	29	strides	stride	NOUN
cana-2146	22	30	in	in	ADP
cana-2146	22	31	developing	develop	VERB
cana-2146	22	32	strategies	strategy	NOUN
cana-2146	22	33	and	and	CCONJ
cana-2146	22	34	techniques	technique	NOUN
cana-2146	22	35	for	for	ADP
cana-2146	22	36	seeing	see	VERB
cana-2146	22	37	and	and	CCONJ
cana-2146	22	38	describing	describe	VERB
cana-2146	22	39	objects	object	NOUN
cana-2146	22	40	[	[	X
cana-2146	22	41	5	5	NUM
cana-2146	22	42	]	]	PUNCT
cana-2146	22	43	.	.	PUNCT
cana-2146	23	1	using	use	VERB
cana-2146	23	2	convolution	convolution	NOUN
cana-2146	23	3	neural	neural	ADJ
cana-2146	23	4	networks	network	NOUN
cana-2146	23	5	(	(	PUNCT
cana-2146	23	6	cnns	cnns	PROPN
cana-2146	23	7	)	)	PUNCT
cana-2146	24	1	[	[	X
cana-2146	24	2	6	6	NUM
cana-2146	24	3	]	]	PUNCT
cana-2146	24	4	,	,	PUNCT
cana-2146	24	5	these	these	DET
cana-2146	24	6	systems	system	NOUN
cana-2146	24	7	outperform	outperform	VERB
cana-2146	24	8	humans	human	NOUN
cana-2146	24	9	in	in	ADP
cana-2146	24	10	certain	certain	ADJ
cana-2146	24	11	tests	test	NOUN
cana-2146	24	12	and	and	CCONJ
cana-2146	24	13	have	have	AUX
cana-2146	24	14	already	already	ADV
cana-2146	24	15	been	be	AUX
cana-2146	24	16	used	use	VERB
cana-2146	24	17	for	for	ADP
cana-2146	24	18	large	large	ADJ
cana-2146	24	19	-	-	PUNCT
cana-2146	24	20	scale	scale	NOUN
cana-2146	24	21	observational	observational	ADJ
cana-2146	24	22	tasks	task	NOUN
cana-2146	24	23	.	.	PUNCT
cana-2146	25	1	using	use	VERB
cana-2146	25	2	images	image	NOUN
cana-2146	25	3	is	be	AUX
cana-2146	25	4	one	one	NUM
cana-2146	25	5	of	of	ADP
cana-2146	25	6	the	the	DET
cana-2146	25	7	most	most	ADV
cana-2146	25	8	cutting	cutting	NOUN
cana-2146	25	9	-	-	PUNCT
cana-2146	25	10	edge	edge	NOUN
cana-2146	25	11	ways	way	NOUN
cana-2146	25	12	to	to	PART
cana-2146	25	13	detect	detect	VERB
cana-2146	25	14	and	and	CCONJ
cana-2146	25	15	identify	identify	VERB
cana-2146	25	16	cancer	cancer	NOUN
cana-2146	25	17	disorders	disorder	NOUN
cana-2146	25	18	,	,	PUNCT
cana-2146	25	19	as	as	SCONJ
cana-2146	25	20	mentioned	mention	VERB
cana-2146	25	21	in	in	ADP
cana-2146	25	22	the	the	DET
cana-2146	25	23	works	work	NOUN
cana-2146	25	24	of	of	ADP
cana-2146	25	25	[	[	X
cana-2146	25	26	7	7	NUM
cana-2146	25	27	]	]	PUNCT
cana-2146	25	28	and	and	CCONJ
cana-2146	25	29	[	[	X
cana-2146	25	30	8].a	8].a	PRON
cana-2146	25	31	new	new	ADJ
cana-2146	25	32	approach	approach	NOUN
cana-2146	25	33	to	to	ADP
cana-2146	25	34	detecting	detect	VERB
cana-2146	25	35	content	content	NOUN
cana-2146	25	36	-	-	PUNCT
cana-2146	25	37	based	base	VERB
cana-2146	25	38	sub	sub	NOUN
cana-2146	25	39	cancer	cancer	NOUN
cana-2146	25	40	medication	medication	NOUN
cana-2146	25	41	data	datum	NOUN
cana-2146	25	42	set	set	VERB
cana-2146	25	43	information	information	NOUN
cana-2146	25	44	and	and	CCONJ
cana-2146	25	45	understanding	understand	VERB
cana-2146	25	46	the	the	DET
cana-2146	25	47	data	data	NOUN
cana-2146	25	48	sets	set	NOUN
cana-2146	25	49	'	'	PART
cana-2146	25	50	recently	recently	ADV
cana-2146	25	51	debased	debase	VERB
cana-2146	25	52	and	and	CCONJ
cana-2146	25	53	symbolically	symbolically	ADV
cana-2146	25	54	modified	modify	VERB
cana-2146	25	55	protests	protest	NOUN
cana-2146	25	56	has	have	AUX
cana-2146	25	57	been	be	AUX
cana-2146	25	58	created	create	VERB
cana-2146	25	59	(	(	PUNCT
cana-2146	25	60	rabbit	rabbit	NOUN
cana-2146	25	61	et	et	PROPN
cana-2146	25	62	al	al	PROPN
cana-2146	25	63	.	.	PROPN
cana-2146	25	64	,	,	PUNCT
cana-2146	25	65	j.	j.	PROPN
cana-2146	25	66	s.	s.	PROPN
cana-2146	26	1	[	[	X
cana-2146	26	2	4	4	NUM
cana-2146	26	3	]	]	PUNCT
cana-2146	26	4	)	)	PUNCT
cana-2146	26	5	.	.	PUNCT
cana-2146	27	1	they	they	PRON
cana-2146	27	2	also	also	ADV
cana-2146	27	3	made	make	VERB
cana-2146	27	4	use	use	NOUN
cana-2146	27	5	of	of	ADP
cana-2146	27	6	a	a	DET
cana-2146	27	7	space	space	NOUN
cana-2146	27	8	vector	vector	NOUN
cana-2146	27	9	approach	approach	NOUN
cana-2146	27	10	to	to	PART
cana-2146	27	11	efficiently	efficiently	ADV
cana-2146	27	12	list	list	VERB
cana-2146	27	13	any	any	DET
cana-2146	27	14	subset	subset	NOUN
cana-2146	27	15	of	of	ADP
cana-2146	27	16	cancer	cancer	NOUN
cana-2146	27	17	medication	medication	NOUN
cana-2146	27	18	datasets	dataset	NOUN
cana-2146	27	19	.	.	PUNCT
cana-2146	28	1	afterwards	afterwards	ADV
cana-2146	28	2	,	,	PUNCT
cana-2146	28	3	a	a	DET
cana-2146	28	4	twoventure	twoventure	NOUN
cana-2146	28	5	grading	grade	VERB
cana-2146	28	6	method	method	NOUN
cana-2146	28	7	is	be	AUX
cana-2146	28	8	used	use	VERB
cana-2146	28	9	to	to	PART
cana-2146	28	10	choose	choose	VERB
cana-2146	28	11	the	the	DET
cana-2146	28	12	correct	correct	ADJ
cana-2146	28	13	sub	sub	NOUN
cana-2146	28	14	cancer	cancer	NOUN
cana-2146	28	15	medication	medication	NOUN
cana-2146	28	16	data	datum	NOUN
cana-2146	28	17	set	set	VERB
cana-2146	28	18	.	.	PUNCT
cana-2146	29	1	the	the	DET
cana-2146	29	2	computation	computation	NOUN
cana-2146	29	3	is	be	AUX
cana-2146	29	4	especially	especially	ADV
cana-2146	29	5	complicated	complicated	ADJ
cana-2146	29	6	when	when	SCONJ
cana-2146	29	7	dealing	deal	VERB
cana-2146	29	8	with	with	ADP
cana-2146	29	9	variations	variation	NOUN
cana-2146	29	10	in	in	ADP
cana-2146	29	11	queries	query	NOUN
cana-2146	29	12	and	and	CCONJ
cana-2146	29	13	sub	sub	ADJ
cana-2146	29	14	-	-	ADJ
cana-2146	29	15	drug	drug	ADJ
cana-2146	29	16	databases	database	NOUN
cana-2146	29	17	inside	inside	ADP
cana-2146	29	18	the	the	DET
cana-2146	29	19	cancer	cancer	NOUN
cana-2146	29	20	drug	drug	NOUN
cana-2146	29	21	dataset	dataset	NOUN
cana-2146	29	22	.	.	PUNCT
cana-2146	30	1	for	for	ADP
cana-2146	30	2	this	this	DET
cana-2146	30	3	method	method	NOUN
cana-2146	30	4	to	to	PART
cana-2146	30	5	run	run	VERB
cana-2146	30	6	,	,	PUNCT
cana-2146	30	7	scale	scale	NOUN
cana-2146	30	8	invariant	invariant	ADJ
cana-2146	30	9	feature	feature	NOUN
cana-2146	30	10	transform	transform	NOUN
cana-2146	30	11	(	(	PUNCT
cana-2146	30	12	sift	sift	NOUN
cana-2146	30	13	)	)	PUNCT
cana-2146	30	14	descriptor13	descriptor13	NOUN
cana-2146	30	15	is	be	AUX
cana-2146	30	16	used	use	VERB
cana-2146	30	17	.	.	PUNCT
cana-2146	31	1	a	a	DET
cana-2146	31	2	vector	vector	NOUN
cana-2146	31	3	representation	representation	NOUN
cana-2146	31	4	of	of	ADP
cana-2146	31	5	the	the	DET
cana-2146	31	6	images	image	NOUN
cana-2146	31	7	is	be	AUX
cana-2146	31	8	generated	generate	VERB
cana-2146	31	9	from	from	ADP
cana-2146	31	10	the	the	DET
cana-2146	31	11	images	image	NOUN
cana-2146	31	12	communications	communication	NOUN
cana-2146	31	13	on	on	ADP
cana-2146	31	14	applied	apply	VERB
cana-2146	31	15	nonlinear	nonlinear	ADJ
cana-2146	31	16	analysis	analysis	NOUN
cana-2146	31	17	issn	issn	NOUN
cana-2146	31	18	:	:	PUNCT
cana-2146	31	19	1074	1074	NUM
cana-2146	31	20	-	-	PUNCT
cana-2146	31	21	133x	133x	NUM
cana-2146	31	22	vol	vol	NOUN
cana-2146	31	23	32	32	NUM
cana-2146	31	24	no	no	NOUN
cana-2146	31	25	.	.	PUNCT
cana-2146	32	1	1s	1s	NUM
cana-2146	32	2	(	(	PUNCT
cana-2146	32	3	2025	2025	NUM
cana-2146	32	4	)	)	PUNCT
cana-2146	32	5	165	165	NUM
cana-2146	32	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-2146	32	7	using	use	VERB
cana-2146	32	8	the	the	DET
cana-2146	32	9	cancersubcancer	cancersubcancer	NOUN
cana-2146	32	10	drug	drug	NOUN
cana-2146	32	11	data	datum	NOUN
cana-2146	32	12	set	set	NOUN
cana-2146	32	13	's	's	PART
cana-2146	32	14	frequency	frequency	NOUN
cana-2146	32	15	distribution	distribution	NOUN
cana-2146	32	16	of	of	ADP
cana-2146	32	17	"	"	PUNCT
cana-2146	32	18	visual	visual	ADJ
cana-2146	32	19	"	"	PUNCT
cana-2146	32	20	terms	term	NOUN
cana-2146	32	21	.	.	PUNCT
cana-2146	33	1	data	datum	NOUN
cana-2146	33	2	sets	set	NOUN
cana-2146	33	3	used	use	VERB
cana-2146	33	4	in	in	ADP
cana-2146	33	5	informational	informational	ADJ
cana-2146	33	6	indexes	index	NOUN
cana-2146	33	7	include	include	VERB
cana-2146	33	8	850	850	NUM
cana-2146	33	9	cancer	cancer	NOUN
cana-2146	33	10	subtype	subtype	NOUN
cana-2146	33	11	drug	drug	NOUN
cana-2146	33	12	datasets	dataset	NOUN
cana-2146	33	13	sourced	source	VERB
cana-2146	33	14	from	from	ADP
cana-2146	33	15	the	the	DET
cana-2146	33	16	national	national	ADJ
cana-2146	33	17	cancer	cancer	NOUN
cana-2146	33	18	subtype	subtype	NOUN
cana-2146	33	19	drug	drug	NOUN
cana-2146	33	20	data	datum	NOUN
cana-2146	33	21	set	set	VERB
cana-2146	33	22	assortments	assortment	NOUN
cana-2146	33	23	.	.	PUNCT
cana-2146	34	1	the	the	DET
cana-2146	34	2	public	public	ADJ
cana-2146	34	3	historical	historical	ADJ
cana-2146	34	4	center	center	NOUN
cana-2146	34	5	's	's	PART
cana-2146	34	6	photograph	photograph	NOUN
cana-2146	34	7	collections	collection	NOUN
cana-2146	34	8	contained	contain	VERB
cana-2146	34	9	eight	eight	NUM
cana-2146	34	10	hundred	hundred	NUM
cana-2146	34	11	fifty	fifty	NUM
cana-2146	34	12	sets	set	NOUN
cana-2146	34	13	of	of	ADP
cana-2146	34	14	cancer	cancer	NOUN
cana-2146	34	15	subtype	subtype	NOUN
cana-2146	34	16	drugs	drug	NOUN
cana-2146	34	17	.	.	PUNCT
cana-2146	35	1	the	the	DET
cana-2146	35	2	computer	computer	NOUN
cana-2146	35	3	was	be	AUX
cana-2146	35	4	validated	validate	VERB
cana-2146	35	5	using	use	VERB
cana-2146	35	6	200	200	NUM
cana-2146	35	7	randomly	randomly	ADV
cana-2146	35	8	selected	select	VERB
cana-2146	35	9	cancer	cancer	NOUN
cana-2146	35	10	subcancer	subcancer	NOUN
cana-2146	35	11	drug	drug	NOUN
cana-2146	35	12	data	datum	NOUN
cana-2146	35	13	sets	set	NOUN
cana-2146	35	14	.	.	PUNCT
cana-2146	36	1	c.	c.	NOUN
cana-2146	36	2	szegedy	szegedy	PROPN
cana-2146	36	3	and	and	CCONJ
cana-2146	36	4	colleagues	colleague	NOUN
cana-2146	36	5	[	[	X
cana-2146	36	6	7	7	X
cana-2146	36	7	]	]	PUNCT
cana-2146	36	8	i	i	PRON
cana-2146	36	9	used	use	VERB
cana-2146	36	10	the	the	DET
cana-2146	36	11	power	power	NOUN
cana-2146	36	12	of	of	ADP
cana-2146	36	13	the	the	DET
cana-2146	36	14	dnns	dnn	NOUN
cana-2146	36	15	in	in	ADP
cana-2146	36	16	an	an	DET
cana-2146	36	17	effort	effort	NOUN
cana-2146	36	18	to	to	PART
cana-2146	36	19	precisely	precisely	ADV
cana-2146	36	20	separate	separate	VERB
cana-2146	36	21	the	the	DET
cana-2146	36	22	articles	article	NOUN
cana-2146	36	23	.	.	PUNCT
cana-2146	37	1	in	in	ADP
cana-2146	37	2	addition	addition	NOUN
cana-2146	37	3	,	,	PUNCT
cana-2146	37	4	they	they	PRON
cana-2146	37	5	plotted	plot	VERB
cana-2146	37	6	out	out	ADP
cana-2146	37	7	how	how	SCONJ
cana-2146	37	8	to	to	PART
cana-2146	37	9	construct	construct	VERB
cana-2146	37	10	a	a	DET
cana-2146	37	11	double	double	ADJ
cana-2146	37	12	veil	veil	NOUN
cana-2146	37	13	for	for	ADP
cana-2146	37	14	the	the	DET
cana-2146	37	15	aerial	aerial	ADJ
cana-2146	37	16	vehicle	vehicle	NOUN
cana-2146	37	17	.	.	PUNCT
cana-2146	38	1	relapse	relapse	NOUN
cana-2146	38	2	is	be	AUX
cana-2146	38	3	possible	possible	ADJ
cana-2146	38	4	for	for	ADP
cana-2146	38	5	dnn	dnn	PROPN
cana-2146	38	6	.	.	PUNCT
cana-2146	39	1	as	as	ADP
cana-2146	39	2	an	an	DET
cana-2146	39	3	example	example	NOUN
cana-2146	39	4	,	,	PUNCT
cana-2146	39	5	you	you	PRON
cana-2146	39	6	show	show	VERB
cana-2146	39	7	that	that	SCONJ
cana-2146	39	8	the	the	DET
cana-2146	39	9	dnn	dnn	PROPN
cana-2146	39	10	relapse	relapse	NOUN
cana-2146	39	11	can	can	AUX
cana-2146	39	12	pick	pick	VERB
cana-2146	39	13	up	up	ADP
cana-2146	39	14	on	on	ADP
cana-2146	39	15	order	order	NOUN
cana-2146	39	16	highlights	highlight	NOUN
cana-2146	39	17	and	and	CCONJ
cana-2146	39	18	put	put	VERB
cana-2146	39	19	together	together	ADV
cana-2146	39	20	mathematical	mathematical	ADJ
cana-2146	39	21	data	datum	NOUN
cana-2146	39	22	.	.	PUNCT
cana-2146	40	1	after	after	SCONJ
cana-2146	40	2	several	several	ADJ
cana-2146	40	3	items	item	NOUN
cana-2146	40	4	in	in	ADP
cana-2146	40	5	a	a	DET
cana-2146	40	6	set	set	NOUN
cana-2146	40	7	were	be	AUX
cana-2146	40	8	covered	cover	VERB
cana-2146	40	9	with	with	ADP
cana-2146	40	10	dnn	dnn	PROPN
cana-2146	40	11	relapse	relapse	NOUN
cana-2146	40	12	,	,	PUNCT
cana-2146	40	13	a	a	DET
cana-2146	40	14	small	small	ADJ
cana-2146	40	15	group	group	NOUN
cana-2146	40	16	of	of	ADP
cana-2146	40	17	large	large	ADJ
cana-2146	40	18	subwindows	subwindow	NOUN
cana-2146	40	19	would	would	AUX
cana-2146	40	20	be	be	AUX
cana-2146	40	21	equipped	equip	VERB
cana-2146	40	22	with	with	ADP
cana-2146	40	23	a	a	DET
cana-2146	40	24	dnn	dnn	PROPN
cana-2146	40	25	tracker	tracker	NOUN
cana-2146	40	26	.	.	PUNCT
cana-2146	41	1	using	use	VERB
cana-2146	41	2	a	a	DET
cana-2146	41	3	single	single	ADJ
cana-2146	41	4	organisation	organisation	NOUN
cana-2146	41	5	,	,	PUNCT
cana-2146	41	6	it	it	PRON
cana-2146	41	7	makes	make	VERB
cana-2146	41	8	educated	educated	ADJ
cana-2146	41	9	guesses	guess	NOUN
cana-2146	41	10	about	about	ADP
cana-2146	41	11	four	four	NUM
cana-2146	41	12	parts	part	NOUN
cana-2146	41	13	of	of	ADP
cana-2146	41	14	the	the	DET
cana-2146	41	15	case	case	NOUN
cana-2146	41	16	in	in	ADP
cana-2146	41	17	the	the	DET
cana-2146	41	18	item	item	NOUN
cana-2146	41	19	box	box	NOUN
cana-2146	41	20	veil	veil	NOUN
cana-2146	41	21	.	.	PUNCT
cana-2146	42	1	using	use	VERB
cana-2146	42	2	the	the	DET
cana-2146	42	3	pascal	pascal	ADJ
cana-2146	42	4	visual	visual	ADJ
cana-2146	42	5	object	object	NOUN
cana-2146	42	6	challenge	challenge	NOUN
cana-2146	42	7	(	(	PUNCT
cana-2146	42	8	voc	voc	NOUN
cana-2146	42	9	)	)	PUNCT
cana-2146	42	10	2007	2007	NUM
cana-2146	42	11	dataset	dataset	NOUN
cana-2146	42	12	,	,	PUNCT
cana-2146	42	13	the	the	DET
cana-2146	42	14	method	method	NOUN
cana-2146	42	15	was	be	AUX
cana-2146	42	16	validated	validate	VERB
cana-2146	42	17	with	with	ADP
cana-2146	42	18	5,000	5,000	NUM
cana-2146	42	19	cancer	cancer	NOUN
cana-2146	42	20	subcancer	subcancer	NOUN
cana-2146	42	21	drug	drug	NOUN
cana-2146	42	22	data	datum	NOUN
cana-2146	42	23	sets	set	NOUN
cana-2146	42	24	across	across	ADP
cana-2146	42	25	20	20	NUM
cana-2146	42	26	classes	class	NOUN
cana-2146	42	27	.	.	PUNCT
cana-2146	43	1	criteria	criterion	NOUN
cana-2146	43	2	for	for	ADP
cana-2146	43	3	evaluation	evaluation	NOUN
cana-2146	43	4	and	and	CCONJ
cana-2146	43	5	testing	testing	NOUN
cana-2146	43	6	in	in	ADP
cana-2146	43	7	voc2012	voc2012	NOUN
cana-2146	43	8	x.	x.	PROPN
cana-2146	43	9	f.	f.	PROPN
cana-2146	43	10	hermida	hermida	PROPN
cana-2146	43	11	et	et	PROPN
cana-2146	43	12	al	al	PROPN
cana-2146	43	13	.	.	PUNCT
cana-2146	44	1	[	[	X
cana-2146	44	2	8	8	NUM
cana-2146	44	3	]	]	PUNCT
cana-2146	44	4	the	the	DET
cana-2146	44	5	suggested	suggest	VERB
cana-2146	44	6	braille	braille	NOUN
cana-2146	44	7	text	text	NOUN
cana-2146	44	8	recognition	recognition	NOUN
cana-2146	44	9	system	system	NOUN
cana-2146	44	10	which	which	PRON
cana-2146	44	11	makes	make	VERB
cana-2146	44	12	use	use	NOUN
cana-2146	44	13	of	of	ADP
cana-2146	44	14	optical	optical	ADJ
cana-2146	44	15	character	character	NOUN
cana-2146	44	16	recognition	recognition	NOUN
cana-2146	44	17	(	(	PUNCT
cana-2146	44	18	ocr	ocr	NOUN
cana-2146	44	19	)	)	PUNCT
cana-2146	44	20	made	make	VERB
cana-2146	44	21	use	use	NOUN
cana-2146	44	22	of	of	ADP
cana-2146	44	23	numerous	numerous	ADJ
cana-2146	44	24	methods	method	NOUN
cana-2146	44	25	for	for	ADP
cana-2146	44	26	dealing	deal	VERB
cana-2146	44	27	with	with	ADP
cana-2146	44	28	cancer	cancer	NOUN
cana-2146	44	29	subcancer	subcancer	NOUN
cana-2146	44	30	drug	drug	NOUN
cana-2146	44	31	datasets	dataset	NOUN
cana-2146	44	32	,	,	PUNCT
cana-2146	44	33	such	such	ADJ
cana-2146	44	34	as	as	ADP
cana-2146	44	35	flexible	flexible	ADJ
cana-2146	44	36	edge	edge	NOUN
cana-2146	44	37	discovery	discovery	NOUN
cana-2146	44	38	and	and	CCONJ
cana-2146	44	39	point	point	NOUN
cana-2146	44	40	identification	identification	NOUN
cana-2146	44	41	.	.	PUNCT
cana-2146	45	1	in	in	ADP
cana-2146	45	2	high	high	ADJ
cana-2146	45	3	-	-	PUNCT
cana-2146	45	4	contrast	contrast	NOUN
cana-2146	45	5	areas	area	NOUN
cana-2146	45	6	,	,	PUNCT
cana-2146	45	7	a	a	DET
cana-2146	45	8	strategy	strategy	NOUN
cana-2146	45	9	has	have	AUX
cana-2146	45	10	altered	alter	VERB
cana-2146	45	11	the	the	DET
cana-2146	45	12	areas	area	NOUN
cana-2146	45	13	with	with	ADP
cana-2146	45	14	two	two	NUM
cana-2146	45	15	flexible	flexible	ADJ
cana-2146	45	16	edges	edge	NOUN
cana-2146	45	17	.	.	PUNCT
cana-2146	46	1	we	we	PRON
cana-2146	46	2	used	use	VERB
cana-2146	46	3	the	the	DET
cana-2146	46	4	luminance	luminance	NOUN
cana-2146	46	5	histogram	histogram	NOUN
cana-2146	46	6	to	to	PART
cana-2146	46	7	find	find	VERB
cana-2146	46	8	the	the	DET
cana-2146	46	9	limits	limit	NOUN
cana-2146	46	10	.	.	PUNCT
cana-2146	47	1	the	the	DET
cana-2146	47	2	computer	computer	NOUN
cana-2146	47	3	also	also	ADV
cana-2146	47	4	detected	detect	VERB
cana-2146	47	5	inflated	inflated	ADJ
cana-2146	47	6	scores	score	NOUN
cana-2146	47	7	and	and	CCONJ
cana-2146	47	8	lost	lose	VERB
cana-2146	47	9	concentration	concentration	NOUN
cana-2146	47	10	.	.	PUNCT
cana-2146	48	1	presently	presently	ADV
cana-2146	48	2	,	,	PUNCT
cana-2146	48	3	numerous	numerous	ADJ
cana-2146	48	4	approaches	approach	NOUN
cana-2146	48	5	make	make	VERB
cana-2146	48	6	use	use	NOUN
cana-2146	48	7	of	of	ADP
cana-2146	48	8	well	well	ADV
cana-2146	48	9	-	-	PUNCT
cana-2146	48	10	known	know	VERB
cana-2146	48	11	designs	design	NOUN
cana-2146	48	12	such	such	ADJ
cana-2146	48	13	as	as	ADP
cana-2146	48	14	lenet[9	lenet[9	ADJ
cana-2146	48	15	]	]	X
cana-2146	48	16	,	,	PUNCT
cana-2146	48	17	alexnet[10	alexnet[10	X
cana-2146	48	18	]	]	PUNCT
cana-2146	48	19	,	,	PUNCT
cana-2146	48	20	vggnet[11	vggnet[11	PROPN
cana-2146	48	21	]	]	X
cana-2146	48	22	,	,	PUNCT
cana-2146	48	23	googlelenet[12	googlelenet[12	PROPN
cana-2146	48	24	]	]	X
cana-2146	48	25	,	,	PUNCT
cana-2146	48	26	inceptionv3[13	inceptionv3[13	PROPN
cana-2146	48	27	]	]	PUNCT
cana-2146	48	28	,	,	PUNCT
cana-2146	48	29	resnet[14	resnet[14	PROPN
cana-2146	48	30	]	]	PUNCT
cana-2146	48	31	,	,	PUNCT
cana-2146	48	32	and	and	CCONJ
cana-2146	48	33	densenet[15	densenet[15	NOUN
cana-2146	48	34	]	]	X
cana-2146	48	35	,	,	PUNCT
cana-2146	48	36	greatly	greatly	ADV
cana-2146	48	37	improving	improve	VERB
cana-2146	48	38	the	the	DET
cana-2146	48	39	precision	precision	NOUN
cana-2146	48	40	of	of	ADP
cana-2146	48	41	cancer	cancer	NOUN
cana-2146	48	42	infection	infection	NOUN
cana-2146	48	43	detection	detection	NOUN
cana-2146	48	44	.	.	PUNCT
cana-2146	49	1	the	the	DET
cana-2146	49	2	correct	correct	ADJ
cana-2146	49	3	classification	classification	NOUN
cana-2146	49	4	of	of	ADP
cana-2146	49	5	physiopathology	physiopathology	NOUN
cana-2146	49	6	is	be	AUX
cana-2146	49	7	obstructed	obstruct	VERB
cana-2146	49	8	by	by	ADP
cana-2146	49	9	a	a	DET
cana-2146	49	10	number	number	NOUN
cana-2146	49	11	of	of	ADP
cana-2146	49	12	factors	factor	NOUN
cana-2146	49	13	,	,	PUNCT
cana-2146	49	14	including	include	VERB
cana-2146	49	15	the	the	DET
cana-2146	49	16	phenotypic	phenotypic	ADJ
cana-2146	49	17	and	and	CCONJ
cana-2146	49	18	genetic	genetic	ADJ
cana-2146	49	19	diversity	diversity	NOUN
cana-2146	49	20	of	of	ADP
cana-2146	49	21	yields	yield	NOUN
cana-2146	49	22	,	,	PUNCT
cana-2146	49	23	the	the	DET
cana-2146	49	24	abundance	abundance	NOUN
cana-2146	49	25	of	of	ADP
cana-2146	49	26	pests	pest	NOUN
cana-2146	49	27	and	and	CCONJ
cana-2146	49	28	diseases	disease	NOUN
cana-2146	49	29	,	,	PUNCT
cana-2146	49	30	and	and	CCONJ
cana-2146	49	31	so	so	ADV
cana-2146	49	32	on	on	ADV
cana-2146	49	33	.	.	PUNCT
cana-2146	50	1	included	include	VERB
cana-2146	50	2	in	in	ADP
cana-2146	50	3	this	this	PRON
cana-2146	50	4	are	be	AUX
cana-2146	50	5	the	the	DET
cana-2146	50	6	features	feature	NOUN
cana-2146	50	7	and	and	CCONJ
cana-2146	50	8	qualities	quality	NOUN
cana-2146	50	9	of	of	ADP
cana-2146	50	10	the	the	DET
cana-2146	50	11	data	data	NOUN
cana-2146	50	12	sets	set	NOUN
cana-2146	50	13	,	,	PUNCT
cana-2146	50	14	the	the	DET
cana-2146	50	15	types	type	NOUN
cana-2146	50	16	of	of	ADP
cana-2146	50	17	organisation	organisation	NOUN
cana-2146	50	18	models	model	NOUN
cana-2146	50	19	and	and	CCONJ
cana-2146	50	20	designs	design	NOUN
cana-2146	50	21	,	,	PUNCT
cana-2146	50	22	the	the	DET
cana-2146	50	23	complexity	complexity	NOUN
cana-2146	50	24	of	of	ADP
cana-2146	50	25	the	the	DET
cana-2146	50	26	convolutional	convolutional	ADJ
cana-2146	50	27	brain	brain	NOUN
cana-2146	50	28	,	,	PUNCT
cana-2146	50	29	and	and	CCONJ
cana-2146	50	30	the	the	DET
cana-2146	50	31	methods	method	NOUN
cana-2146	50	32	used	use	VERB
cana-2146	50	33	to	to	PART
cana-2146	50	34	streamline	streamline	VERB
cana-2146	50	35	the	the	DET
cana-2146	50	36	results	result	NOUN
cana-2146	50	37	.	.	PUNCT
cana-2146	51	1	the	the	DET
cana-2146	51	2	engineering	engineering	NOUN
cana-2146	51	3	of	of	ADP
cana-2146	51	4	neurons	neuron	NOUN
cana-2146	51	5	found	find	VERB
cana-2146	51	6	in	in	ADP
cana-2146	51	7	the	the	DET
cana-2146	51	8	human	human	ADJ
cana-2146	51	9	brain	brain	NOUN
cana-2146	51	10	is	be	AUX
cana-2146	51	11	the	the	DET
cana-2146	51	12	driving	drive	VERB
cana-2146	51	13	force	force	NOUN
cana-2146	51	14	behind	behind	ADP
cana-2146	51	15	deep	deep	ADJ
cana-2146	51	16	learning	learning	NOUN
cana-2146	51	17	techniques	technique	NOUN
cana-2146	51	18	(	(	PUNCT
cana-2146	51	19	haykin	haykin	X
cana-2146	51	20	,	,	PUNCT
cana-2146	51	21	1998	1998	NUM
cana-2146	51	22	)	)	PUNCT
cana-2146	51	23	.	.	PUNCT
cana-2146	52	1	artificial	artificial	ADJ
cana-2146	52	2	neural	neural	ADJ
cana-2146	52	3	networks	network	NOUN
cana-2146	52	4	(	(	PUNCT
cana-2146	52	5	anns	anns	PROPN
cana-2146	52	6	)	)	PUNCT
cana-2146	52	7	and	and	CCONJ
cana-2146	52	8	its	its	PRON
cana-2146	52	9	variants	variant	NOUN
cana-2146	52	10	,	,	PUNCT
cana-2146	52	11	such	such	ADJ
cana-2146	52	12	as	as	ADP
cana-2146	52	13	convolution	convolution	NOUN
cana-2146	52	14	neural	neural	ADJ
cana-2146	52	15	networks	network	NOUN
cana-2146	52	16	(	(	PUNCT
cana-2146	52	17	cnns	cnns	PROPN
cana-2146	52	18	)	)	PUNCT
cana-2146	52	19	and	and	CCONJ
cana-2146	52	20	recurrent	recurrent	ADJ
cana-2146	52	21	neural	neural	ADJ
cana-2146	52	22	networks	network	NOUN
cana-2146	52	23	(	(	PUNCT
cana-2146	52	24	rnns	rnns	PROPN
cana-2146	52	25	)	)	PUNCT
cana-2146	52	26	,	,	PUNCT
cana-2146	52	27	are	be	AUX
cana-2146	52	28	utilised	utilise	VERB
cana-2146	52	29	in	in	ADP
cana-2146	52	30	these	these	DET
cana-2146	52	31	approaches	approach	NOUN
cana-2146	52	32	to	to	PART
cana-2146	52	33	identify	identify	VERB
cana-2146	52	34	hidden	hidden	ADJ
cana-2146	52	35	structures	structure	NOUN
cana-2146	52	36	within	within	ADP
cana-2146	52	37	data	datum	NOUN
cana-2146	52	38	.	.	PUNCT
cana-2146	53	1	deep	deep	ADJ
cana-2146	53	2	learning	learning	NOUN
cana-2146	53	3	methods	method	NOUN
cana-2146	53	4	have	have	VERB
cana-2146	53	5	two	two	NUM
cana-2146	53	6	obvious	obvious	ADJ
cana-2146	53	7	advantages	advantage	NOUN
cana-2146	53	8	over	over	ADP
cana-2146	53	9	machine	machine	NOUN
cana-2146	53	10	learning	learning	NOUN
cana-2146	53	11	methods	method	NOUN
cana-2146	53	12	.	.	PUNCT
cana-2146	54	1	the	the	DET
cana-2146	54	2	first	first	ADJ
cana-2146	54	3	is	be	AUX
cana-2146	54	4	that	that	SCONJ
cana-2146	54	5	they	they	PRON
cana-2146	54	6	eliminate	eliminate	VERB
cana-2146	54	7	the	the	DET
cana-2146	54	8	need	need	NOUN
cana-2146	54	9	for	for	ADP
cana-2146	54	10	an	an	DET
cana-2146	54	11	extra	extra	ADJ
cana-2146	54	12	element	element	NOUN
cana-2146	54	13	extraction	extraction	NOUN
cana-2146	54	14	module	module	NOUN
cana-2146	54	15	since	since	SCONJ
cana-2146	54	16	they	they	PRON
cana-2146	54	17	naturally	naturally	ADV
cana-2146	54	18	remove	remove	VERB
cana-2146	54	19	various	various	ADJ
cana-2146	54	20	highlights	highlight	NOUN
cana-2146	54	21	from	from	ADP
cana-2146	54	22	crude	crude	ADJ
cana-2146	54	23	data	datum	NOUN
cana-2146	54	24	.	.	PUNCT
cana-2146	55	1	as	as	ADP
cana-2146	55	2	a	a	DET
cana-2146	55	3	second	second	ADJ
cana-2146	55	4	point	point	NOUN
cana-2146	55	5	,	,	PUNCT
cana-2146	55	6	deep	deep	ADJ
cana-2146	55	7	learning	learning	NOUN
cana-2146	55	8	methods	method	NOUN
cana-2146	55	9	reduce	reduce	VERB
cana-2146	55	10	the	the	DET
cana-2146	55	11	anticipated	anticipate	VERB
cana-2146	55	12	time	time	NOUN
cana-2146	55	13	required	require	VERB
cana-2146	55	14	to	to	PART
cana-2146	55	15	manage	manage	VERB
cana-2146	55	16	massive	massive	ADJ
cana-2146	55	17	,	,	PUNCT
cana-2146	55	18	high	high	ADJ
cana-2146	55	19	-	-	PUNCT
cana-2146	55	20	quality	quality	NOUN
cana-2146	55	21	datasets	dataset	NOUN
cana-2146	55	22	.	.	PUNCT
cana-2146	56	1	we	we	PRON
cana-2146	56	2	then	then	ADV
cana-2146	56	3	use	use	VERB
cana-2146	56	4	deep	deep	ADJ
cana-2146	56	5	learning	learning	NOUN
cana-2146	56	6	procedures	procedure	NOUN
cana-2146	56	7	to	to	PART
cana-2146	56	8	build	build	VERB
cana-2146	56	9	the	the	DET
cana-2146	56	10	hybrid	hybrid	ADJ
cana-2146	56	11	model	model	NOUN
cana-2146	56	12	that	that	PRON
cana-2146	56	13	you	you	PRON
cana-2146	56	14	suggested	suggest	VERB
cana-2146	56	15	.	.	PUNCT
cana-2146	57	1	two	two	NUM
cana-2146	57	2	deep	deep	ADJ
cana-2146	57	3	learning	learning	NOUN
cana-2146	57	4	techniques	technique	NOUN
cana-2146	57	5	that	that	PRON
cana-2146	57	6	have	have	AUX
cana-2146	57	7	shown	show	VERB
cana-2146	57	8	success	success	NOUN
cana-2146	57	9	on	on	ADP
cana-2146	57	10	data	datum	NOUN
cana-2146	57	11	sets	set	NOUN
cana-2146	57	12	containing	contain	VERB
cana-2146	57	13	information	information	NOUN
cana-2146	57	14	about	about	ADP
cana-2146	57	15	cancer	cancer	NOUN
cana-2146	57	16	subtypes	subtype	NOUN
cana-2146	57	17	and	and	CCONJ
cana-2146	57	18	drugs	drug	NOUN
cana-2146	57	19	are	be	AUX
cana-2146	57	20	convolution	convolution	NOUN
cana-2146	57	21	neural	neural	ADJ
cana-2146	57	22	networks	network	NOUN
cana-2146	57	23	(	(	PUNCT
cana-2146	57	24	cnns	cnns	PROPN
cana-2146	57	25	)	)	PUNCT
cana-2146	57	26	and	and	CCONJ
cana-2146	57	27	self	self	NOUN
cana-2146	57	28	-	-	PUNCT
cana-2146	57	29	organizing	organize	VERB
cana-2146	57	30	maps	map	NOUN
cana-2146	57	31	(	(	PUNCT
cana-2146	57	32	soms	som	NOUN
cana-2146	57	33	)	)	PUNCT
cana-2146	57	34	.	.	PUNCT
cana-2146	58	1	these	these	DET
cana-2146	58	2	networks	network	NOUN
cana-2146	58	3	find	find	VERB
cana-2146	58	4	widespread	widespread	ADJ
cana-2146	58	5	use	use	NOUN
cana-2146	58	6	in	in	ADP
cana-2146	58	7	computer	computer	NOUN
cana-2146	58	8	vision	vision	NOUN
cana-2146	58	9	applications.both	applications.both	NOUN
cana-2146	58	10	of	of	ADP
cana-2146	58	11	these	these	DET
cana-2146	58	12	methods	method	NOUN
cana-2146	58	13	extract	extract	VERB
cana-2146	58	14	distinct	distinct	ADJ
cana-2146	58	15	spatial	spatial	ADJ
cana-2146	58	16	and	and	CCONJ
cana-2146	58	17	temporary	temporary	ADJ
cana-2146	58	18	highlights	highlight	NOUN
cana-2146	58	19	from	from	ADP
cana-2146	58	20	the	the	DET
cana-2146	58	21	cancersubcancer	cancersubcancer	NOUN
cana-2146	58	22	drug	drug	NOUN
cana-2146	58	23	dataset	dataset	VERB
cana-2146	58	24	by	by	ADP
cana-2146	58	25	means	mean	NOUN
cana-2146	58	26	of	of	ADP
cana-2146	58	27	convolutional	convolutional	ADJ
cana-2146	58	28	activity	activity	NOUN
cana-2146	58	29	.	.	PUNCT
cana-2146	59	1	soms	som	NOUN
cana-2146	59	2	effectively	effectively	ADV
cana-2146	59	3	reduce	reduce	VERB
cana-2146	59	4	the	the	DET
cana-2146	59	5	dimensionality	dimensionality	NOUN
cana-2146	59	6	of	of	ADP
cana-2146	59	7	a	a	DET
cana-2146	59	8	cancer	cancer	NOUN
cana-2146	59	9	subcancer	subcancer	NOUN
cana-2146	59	10	drug	drug	NOUN
cana-2146	59	11	dataset	dataset	NOUN
cana-2146	59	12	,	,	PUNCT
cana-2146	59	13	while	while	SCONJ
cana-2146	59	14	cnns	cnn	NOUN
cana-2146	59	15	characterise	characterise	VERB
cana-2146	59	16	the	the	DET
cana-2146	59	17	input	input	NOUN
cana-2146	59	18	datasets	dataset	NOUN
cana-2146	59	19	to	to	ADP
cana-2146	59	20	their	their	PRON
cana-2146	59	21	respective	respective	ADJ
cana-2146	59	22	classes	class	NOUN
cana-2146	59	23	.	.	PUNCT
cana-2146	60	1	in	in	ADP
cana-2146	60	2	light	light	NOUN
cana-2146	60	3	of	of	ADP
cana-2146	60	4	the	the	DET
cana-2146	60	5	fact	fact	NOUN
cana-2146	60	6	that	that	SCONJ
cana-2146	60	7	there	there	PRON
cana-2146	60	8	are	be	VERB
cana-2146	60	9	a	a	DET
cana-2146	60	10	lot	lot	NOUN
cana-2146	60	11	of	of	ADP
cana-2146	60	12	training	training	NOUN
cana-2146	60	13	classes	class	NOUN
cana-2146	60	14	in	in	ADP
cana-2146	60	15	the	the	DET
cana-2146	60	16	cancer	cancer	NOUN
cana-2146	60	17	subcancer	subcancer	NOUN
cana-2146	60	18	drug	drug	PROPN
cana-2146	60	19	dataset	dataset	NOUN
cana-2146	60	20	,	,	PUNCT
cana-2146	60	21	this	this	DET
cana-2146	60	22	research	research	NOUN
cana-2146	60	23	proposes	propose	VERB
cana-2146	60	24	a	a	DET
cana-2146	60	25	novel	novel	ADJ
cana-2146	60	26	heuristic	heuristic	ADJ
cana-2146	60	27	hybrid	hybrid	NOUN
cana-2146	60	28	model	model	NOUN
cana-2146	60	29	based	base	VERB
cana-2146	60	30	on	on	ADP
cana-2146	60	31	support	support	NOUN
cana-2146	60	32	vector	vector	NOUN
cana-2146	60	33	machines	machine	NOUN
cana-2146	60	34	(	(	PUNCT
cana-2146	60	35	som	som	NOUN
cana-2146	60	36	)	)	PUNCT
cana-2146	60	37	and	and	CCONJ
cana-2146	60	38	communications	communication	NOUN
cana-2146	60	39	on	on	ADP
cana-2146	60	40	applied	apply	VERB
cana-2146	60	41	nonlinear	nonlinear	ADJ
cana-2146	60	42	analysis	analysis	NOUN
cana-2146	60	43	issn	issn	NOUN
cana-2146	60	44	:	:	PUNCT
cana-2146	60	45	1074	1074	NUM
cana-2146	60	46	-	-	PUNCT
cana-2146	60	47	133x	133x	NUM
cana-2146	60	48	vol	vol	NOUN
cana-2146	60	49	32	32	NUM
cana-2146	60	50	no	no	NOUN
cana-2146	60	51	.	.	PUNCT
cana-2146	61	1	1s	1s	NUM
cana-2146	61	2	(	(	PUNCT
cana-2146	61	3	2025	2025	NUM
cana-2146	61	4	)	)	PUNCT
cana-2146	61	5	166	166	NUM
cana-2146	61	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-2146	61	7	convolutional	convolutional	ADJ
cana-2146	61	8	neural	neural	ADJ
cana-2146	61	9	networks	network	NOUN
cana-2146	61	10	(	(	PUNCT
cana-2146	61	11	cnn	cnn	PROPN
cana-2146	61	12	)	)	PUNCT
cana-2146	61	13	to	to	PART
cana-2146	61	14	automatically	automatically	ADV
cana-2146	61	15	identify	identify	VERB
cana-2146	61	16	cancer	cancer	NOUN
cana-2146	61	17	-	-	PUNCT
cana-2146	61	18	based	base	VERB
cana-2146	61	19	p	p	NOUN
cana-2146	61	20	-	-	PUNCT
cana-2146	61	21	glycoprotein	glycoprotein	NOUN
cana-2146	61	22	drugs	drug	NOUN
cana-2146	61	23	.	.	PUNCT
cana-2146	62	1	the	the	DET
cana-2146	62	2	model	model	NOUN
cana-2146	62	3	will	will	AUX
cana-2146	62	4	be	be	AUX
cana-2146	62	5	compared	compare	VERB
cana-2146	62	6	to	to	ADP
cana-2146	62	7	various	various	ADJ
cana-2146	62	8	state	state	NOUN
cana-2146	62	9	-	-	PUNCT
cana-2146	62	10	of	of	ADP
cana-2146	62	11	-	-	PUNCT
cana-2146	62	12	the	the	DET
cana-2146	62	13	-	-	PUNCT
cana-2146	62	14	art	art	NOUN
cana-2146	62	15	methods	method	NOUN
cana-2146	62	16	.	.	PUNCT
cana-2146	63	1	in	in	ADP
cana-2146	63	2	order	order	NOUN
cana-2146	63	3	to	to	PART
cana-2146	63	4	process	process	VERB
cana-2146	63	5	cancer	cancer	NOUN
cana-2146	63	6	subcancer	subcancer	NOUN
cana-2146	63	7	drug	drug	PROPN
cana-2146	63	8	data	datum	NOUN
cana-2146	63	9	sets	set	NOUN
cana-2146	63	10	,	,	PUNCT
cana-2146	63	11	som	som	NOUN
cana-2146	63	12	is	be	AUX
cana-2146	63	13	employed	employ	VERB
cana-2146	63	14	for	for	ADP
cana-2146	63	15	dimensionality	dimensionality	NOUN
cana-2146	63	16	reduction	reduction	NOUN
cana-2146	63	17	with	with	ADP
cana-2146	63	18	noise	noise	NOUN
cana-2146	63	19	removal	removal	NOUN
cana-2146	63	20	,	,	PUNCT
cana-2146	63	21	which	which	PRON
cana-2146	63	22	in	in	ADP
cana-2146	63	23	turn	turn	NOUN
cana-2146	63	24	reduces	reduce	VERB
cana-2146	63	25	the	the	DET
cana-2146	63	26	training	training	NOUN
cana-2146	63	27	samples	sample	NOUN
cana-2146	63	28	.	.	PUNCT
cana-2146	64	1	convolutional	convolutional	ADJ
cana-2146	64	2	neural	neural	ADJ
cana-2146	64	3	networks	network	NOUN
cana-2146	64	4	(	(	PUNCT
cana-2146	64	5	cnns	cnns	PROPN
cana-2146	64	6	)	)	PUNCT
cana-2146	64	7	are	be	AUX
cana-2146	64	8	then	then	ADV
cana-2146	64	9	employed	employ	VERB
cana-2146	64	10	to	to	PART
cana-2146	64	11	identify	identify	VERB
cana-2146	64	12	automatically	automatically	ADV
cana-2146	64	13	based	base	VERB
cana-2146	64	14	p	p	NOUN
cana-2146	64	15	-	-	PUNCT
cana-2146	64	16	glycoprotein	glycoprotein	NOUN
cana-2146	64	17	drug	drug	NOUN
cana-2146	64	18	predictions	prediction	NOUN
cana-2146	64	19	from	from	ADP
cana-2146	64	20	these	these	DET
cana-2146	64	21	datasets	dataset	NOUN
cana-2146	64	22	.	.	PUNCT
cana-2146	65	1	a	a	X
cana-2146	65	2	)	)	PUNCT
cana-2146	65	3	what	what	PRON
cana-2146	65	4	follows	follow	VERB
cana-2146	65	5	is	be	AUX
cana-2146	65	6	an	an	DET
cana-2146	65	7	explanation	explanation	NOUN
cana-2146	65	8	of	of	ADP
cana-2146	65	9	the	the	DET
cana-2146	65	10	suggested	suggest	VERB
cana-2146	65	11	method	method	NOUN
cana-2146	65	12	's	's	PART
cana-2146	65	13	contribution	contribution	NOUN
cana-2146	65	14	:	:	PUNCT
cana-2146	65	15	b	b	X
cana-2146	65	16	)	)	PUNCT
cana-2146	65	17	a	a	X
cana-2146	65	18	)	)	PUNCT
cana-2146	65	19	the	the	DET
cana-2146	65	20	suggested	suggest	VERB
cana-2146	65	21	framework	framework	NOUN
cana-2146	65	22	finds	find	VERB
cana-2146	65	23	cancer	cancer	NOUN
cana-2146	65	24	drug	drug	NOUN
cana-2146	65	25	-	-	PUNCT
cana-2146	65	26	based	base	VERB
cana-2146	65	27	p	p	NOUN
cana-2146	65	28	-	-	PUNCT
cana-2146	65	29	glycoprotein	glycoprotein	NOUN
cana-2146	65	30	drug	drug	NOUN
cana-2146	65	31	classification	classification	NOUN
cana-2146	65	32	using	use	VERB
cana-2146	65	33	cnn	cnn	PROPN
cana-2146	65	34	and	and	CCONJ
cana-2146	65	35	som	som	NOUN
cana-2146	65	36	,	,	PUNCT
cana-2146	65	37	and	and	CCONJ
cana-2146	65	38	it	it	PRON
cana-2146	65	39	is	be	AUX
cana-2146	65	40	based	base	VERB
cana-2146	65	41	on	on	ADP
cana-2146	65	42	data	datum	NOUN
cana-2146	65	43	sets	set	NOUN
cana-2146	65	44	of	of	ADP
cana-2146	65	45	cancer	cancer	NOUN
cana-2146	65	46	drugs	drug	NOUN
cana-2146	65	47	.	.	PUNCT
cana-2146	66	1	c	c	X
cana-2146	66	2	)	)	PUNCT
cana-2146	66	3	b	b	NOUN
cana-2146	66	4	)	)	PUNCT
cana-2146	66	5	in	in	ADP
cana-2146	66	6	order	order	NOUN
cana-2146	66	7	to	to	PART
cana-2146	66	8	achieve	achieve	VERB
cana-2146	66	9	reliable	reliable	ADJ
cana-2146	66	10	p	p	ADJ
cana-2146	66	11	-	-	PUNCT
cana-2146	66	12	glycoprotein	glycoprotein	NOUN
cana-2146	66	13	drug	drug	NOUN
cana-2146	66	14	recognition	recognition	NOUN
cana-2146	66	15	,	,	PUNCT
cana-2146	66	16	we	we	PRON
cana-2146	66	17	employ	employ	VERB
cana-2146	66	18	feature	feature	NOUN
cana-2146	66	19	extraction	extraction	NOUN
cana-2146	66	20	methods	method	NOUN
cana-2146	66	21	that	that	PRON
cana-2146	66	22	are	be	AUX
cana-2146	66	23	based	base	VERB
cana-2146	66	24	on	on	ADP
cana-2146	66	25	cancer	cancer	NOUN
cana-2146	66	26	subcancer	subcancer	PROPN
cana-2146	66	27	drug	drug	NOUN
cana-2146	66	28	data	datum	NOUN
cana-2146	66	29	sets	set	NOUN
cana-2146	66	30	and	and	CCONJ
cana-2146	66	31	p	p	NOUN
cana-2146	66	32	-	-	PUNCT
cana-2146	66	33	glycoprotein	glycoprotein	NOUN
cana-2146	66	34	drugs	drug	NOUN
cana-2146	66	35	.	.	PUNCT
cana-2146	67	1	d	d	X
cana-2146	67	2	)	)	PUNCT
cana-2146	67	3	c	c	X
cana-2146	67	4	)	)	PUNCT
cana-2146	67	5	a	a	DET
cana-2146	67	6	high	high	ADJ
cana-2146	67	7	-	-	PUNCT
cana-2146	67	8	resolution	resolution	NOUN
cana-2146	67	9	dataset	dataset	NOUN
cana-2146	67	10	on	on	ADP
cana-2146	67	11	cancer	cancer	NOUN
cana-2146	67	12	subcancer	subcancer	NOUN
cana-2146	67	13	drugs	drug	NOUN
cana-2146	67	14	is	be	AUX
cana-2146	67	15	used	use	VERB
cana-2146	67	16	to	to	PART
cana-2146	67	17	assess	assess	VERB
cana-2146	67	18	the	the	DET
cana-2146	67	19	suggested	suggest	VERB
cana-2146	67	20	framework	framework	NOUN
cana-2146	67	21	.	.	PUNCT
cana-2146	68	1	e	e	X
cana-2146	68	2	)	)	PUNCT
cana-2146	68	3	d	d	NOUN
cana-2146	68	4	)	)	PUNCT
cana-2146	68	5	in	in	ADP
cana-2146	68	6	comparison	comparison	NOUN
cana-2146	68	7	to	to	ADP
cana-2146	68	8	cutting	cut	VERB
cana-2146	68	9	-	-	PUNCT
cana-2146	68	10	edge	edge	NOUN
cana-2146	68	11	methods	method	NOUN
cana-2146	68	12	,	,	PUNCT
cana-2146	68	13	the	the	DET
cana-2146	68	14	implemented	implement	VERB
cana-2146	68	15	approach	approach	NOUN
cana-2146	68	16	provides	provide	VERB
cana-2146	68	17	higherquality	higherquality	NOUN
cana-2146	68	18	service	service	NOUN
cana-2146	68	19	..	..	PROPN
cana-2146	69	1	2	2	X
cana-2146	69	2	.	.	X
cana-2146	69	3	background	background	NOUN
cana-2146	69	4	methods	method	NOUN
cana-2146	69	5	in	in	ADP
cana-2146	69	6	this	this	DET
cana-2146	69	7	section	section	NOUN
cana-2146	69	8	,	,	PUNCT
cana-2146	69	9	we	we	PRON
cana-2146	69	10	will	will	AUX
cana-2146	69	11	go	go	VERB
cana-2146	69	12	over	over	ADP
cana-2146	69	13	the	the	DET
cana-2146	69	14	fundamentals	fundamental	NOUN
cana-2146	69	15	of	of	ADP
cana-2146	69	16	p	p	NOUN
cana-2146	69	17	-	-	PUNCT
cana-2146	69	18	glycoprotein	glycoprotein	NOUN
cana-2146	69	19	drug	drug	NOUN
cana-2146	69	20	identification	identification	NOUN
cana-2146	69	21	using	use	VERB
cana-2146	69	22	sub	sub	NOUN
cana-2146	69	23	cancer	cancer	NOUN
cana-2146	69	24	drug	drug	NOUN
cana-2146	69	25	data	datum	NOUN
cana-2146	69	26	sets	set	NOUN
cana-2146	69	27	related	relate	VERB
cana-2146	69	28	to	to	ADP
cana-2146	69	29	cancer	cancer	NOUN
cana-2146	69	30	.	.	PUNCT
cana-2146	70	1	when	when	SCONJ
cana-2146	70	2	it	it	PRON
cana-2146	70	3	comes	come	VERB
cana-2146	70	4	to	to	PART
cana-2146	70	5	sub	sub	VERB
cana-2146	70	6	cancer	cancer	NOUN
cana-2146	70	7	drug	drug	NOUN
cana-2146	70	8	data	data	NOUN
cana-2146	70	9	sets	set	NOUN
cana-2146	70	10	,	,	PUNCT
cana-2146	70	11	som	som	NOUN
cana-2146	70	12	is	be	AUX
cana-2146	70	13	great	great	ADJ
cana-2146	70	14	for	for	ADP
cana-2146	70	15	reducing	reduce	VERB
cana-2146	70	16	the	the	DET
cana-2146	70	17	dimensionality	dimensionality	NOUN
cana-2146	70	18	of	of	ADP
cana-2146	70	19	certain	certain	ADJ
cana-2146	70	20	sets	set	NOUN
cana-2146	70	21	,	,	PUNCT
cana-2146	70	22	and	and	CCONJ
cana-2146	70	23	cnn	cnn	PROPN
cana-2146	70	24	is	be	AUX
cana-2146	70	25	great	great	ADJ
cana-2146	70	26	for	for	ADP
cana-2146	70	27	predicting	predict	VERB
cana-2146	70	28	based	base	VERB
cana-2146	70	29	p	p	NOUN
cana-2146	70	30	-	-	PUNCT
cana-2146	70	31	glycoprotein	glycoprotein	NOUN
cana-2146	70	32	drugs	drug	NOUN
cana-2146	70	33	from	from	ADP
cana-2146	70	34	these	these	DET
cana-2146	70	35	sets	set	NOUN
cana-2146	70	36	.	.	PUNCT
cana-2146	71	1	here	here	ADV
cana-2146	71	2	you	you	PRON
cana-2146	71	3	will	will	AUX
cana-2146	71	4	find	find	VERB
cana-2146	71	5	information	information	NOUN
cana-2146	71	6	regarding	regard	VERB
cana-2146	71	7	the	the	DET
cana-2146	71	8	som	som	NOUN
cana-2146	71	9	and	and	CCONJ
cana-2146	71	10	cnn	cnn	PROPN
cana-2146	71	11	procedures	procedure	NOUN
cana-2146	71	12	.	.	PUNCT
cana-2146	72	1	i	i	PRON
cana-2146	72	2	)	)	PUNCT
cana-2146	72	3	comprehensive	comprehensive	ADJ
cana-2146	72	4	calculation	calculation	NOUN
cana-2146	72	5	of	of	ADP
cana-2146	72	6	self	self	NOUN
cana-2146	72	7	-	-	PUNCT
cana-2146	72	8	organizing	organize	VERB
cana-2146	72	9	maps	map	NOUN
cana-2146	72	10	in	in	ADP
cana-2146	72	11	the	the	DET
cana-2146	72	12	field	field	NOUN
cana-2146	72	13	of	of	ADP
cana-2146	72	14	artificial	artificial	ADJ
cana-2146	72	15	neural	neural	ADJ
cana-2146	72	16	networks	network	NOUN
cana-2146	72	17	,	,	PUNCT
cana-2146	72	18	kohenen	kohenen	PROPN
cana-2146	72	19	et	et	PROPN
cana-2146	72	20	al	al	PROPN
cana-2146	72	21	.	.	PROPN
cana-2146	72	22	presented	present	VERB
cana-2146	72	23	an	an	DET
cana-2146	72	24	unsupervised	unsupervised	ADJ
cana-2146	72	25	learning	learning	NOUN
cana-2146	72	26	calculation	calculation	NOUN
cana-2146	72	27	methodology	methodology	NOUN
cana-2146	72	28	called	call	VERB
cana-2146	72	29	extensive	extensive	ADJ
cana-2146	72	30	self	self	NOUN
cana-2146	72	31	-	-	PUNCT
cana-2146	72	32	organizing	organize	VERB
cana-2146	72	33	maps	map	NOUN
cana-2146	72	34	(	(	PUNCT
cana-2146	72	35	esoms	esom	NOUN
cana-2146	72	36	)	)	PUNCT
cana-2146	72	37	.	.	PUNCT
cana-2146	73	1	when	when	SCONJ
cana-2146	73	2	it	it	PRON
cana-2146	73	3	comes	come	VERB
cana-2146	73	4	to	to	ADP
cana-2146	73	5	extracting	extract	VERB
cana-2146	73	6	patterns	pattern	NOUN
cana-2146	73	7	that	that	PRON
cana-2146	73	8	are	be	AUX
cana-2146	73	9	pertinent	pertinent	ADJ
cana-2146	73	10	to	to	ADP
cana-2146	73	11	based	base	VERB
cana-2146	73	12	p	p	NOUN
cana-2146	73	13	-	-	PUNCT
cana-2146	73	14	glycoprotein	glycoprotein	NOUN
cana-2146	73	15	drugs	drug	NOUN
cana-2146	73	16	,	,	PUNCT
cana-2146	73	17	esom	esom	PROPN
cana-2146	73	18	is	be	AUX
cana-2146	73	19	an	an	DET
cana-2146	73	20	expressive	expressive	ADJ
cana-2146	73	21	and	and	CCONJ
cana-2146	73	22	excellent	excellent	ADJ
cana-2146	73	23	tool	tool	NOUN
cana-2146	73	24	.	.	PUNCT
cana-2146	74	1	the	the	DET
cana-2146	74	2	m*n	m*n	PROPN
cana-2146	74	3	dimensional	dimensional	ADJ
cana-2146	74	4	cancer	cancer	NOUN
cana-2146	74	5	subcancer	subcancer	NOUN
cana-2146	74	6	drug	drug	NOUN
cana-2146	74	7	data	datum	NOUN
cana-2146	74	8	sets	set	NOUN
cana-2146	74	9	contain	contain	VERB
cana-2146	74	10	the	the	DET
cana-2146	74	11	relevant	relevant	ADJ
cana-2146	74	12	attributes	attribute	NOUN
cana-2146	74	13	that	that	PRON
cana-2146	74	14	make	make	VERB
cana-2146	74	15	up	up	ADP
cana-2146	74	16	esom	esom	NOUN
cana-2146	74	17	.	.	PUNCT
cana-2146	75	1	for	for	ADP
cana-2146	75	2	every	every	DET
cana-2146	75	3	attribute	attribute	NOUN
cana-2146	75	4	i	i	PRON
cana-2146	75	5	in	in	ADP
cana-2146	75	6	the	the	DET
cana-2146	75	7	subcancer	subcancer	NOUN
cana-2146	75	8	drug	drug	NOUN
cana-2146	75	9	data	datum	NOUN
cana-2146	75	10	sets	set	NOUN
cana-2146	75	11	,	,	PUNCT
cana-2146	75	12	there	there	PRON
cana-2146	75	13	is	be	VERB
cana-2146	75	14	a	a	DET
cana-2146	75	15	2	2	NUM
cana-2146	75	16	-	-	PUNCT
cana-2146	75	17	dimensional	dimensional	ADJ
cana-2146	75	18	weight	weight	NOUN
cana-2146	75	19	factor	factor	NOUN
cana-2146	75	20	with	with	ADP
cana-2146	75	21	the	the	DET
cana-2146	75	22	values	value	NOUN
cana-2146	75	23	i=1.2	i=1.2	VERB
cana-2146	75	24	...	...	PUNCT
cana-2146	75	25	n.	n.	NOUN
cana-2146	75	26	the	the	DET
cana-2146	75	27	following	following	NOUN
cana-2146	75	28	are	be	AUX
cana-2146	75	29	the	the	DET
cana-2146	75	30	definitions	definition	NOUN
cana-2146	75	31	of	of	ADP
cana-2146	75	32	extensive	extensive	ADJ
cana-2146	75	33	som	som	NOUN
cana-2146	75	34	:	:	PUNCT
cana-2146	75	35	the	the	DET
cana-2146	75	36	subcancer	subcancer	NOUN
cana-2146	75	37	drug	drug	NOUN
cana-2146	75	38	data	datum	NOUN
cana-2146	75	39	set	set	VERB
cana-2146	75	40	attributes	attribute	NOUN
cana-2146	75	41	are	be	AUX
cana-2146	75	42	defined	define	VERB
cana-2146	75	43	by	by	ADP
cana-2146	75	44	a	a	DET
cana-2146	75	45	weight	weight	NOUN
cana-2146	75	46	vector	vector	NOUN
cana-2146	75	47	with	with	ADP
cana-2146	75	48	n*m	n*m	PROPN
cana-2146	75	49	dimensions	dimension	NOUN
cana-2146	75	50	.	.	PUNCT
cana-2146	76	1	subcancer	subcancer	PROPN
cana-2146	76	2	medication	medication	NOUN
cana-2146	76	3	data	datum	NOUN
cana-2146	76	4	sets	set	NOUN
cana-2146	76	5	have	have	VERB
cana-2146	76	6	a	a	DET
cana-2146	76	7	n*m	n*m	ADJ
cana-2146	76	8	dimensionality	dimensionality	NOUN
cana-2146	76	9	reduction	reduction	NOUN
cana-2146	76	10	characteristic	characteristic	NOUN
cana-2146	76	11	that	that	PRON
cana-2146	76	12	is	be	AUX
cana-2146	76	13	defined	define	VERB
cana-2146	76	14	as	as	ADP
cana-2146	76	15	and	and	CCONJ
cana-2146	76	16	the	the	DET
cana-2146	76	17	weight	weight	NOUN
cana-2146	76	18	vector	vector	NOUN
cana-2146	76	19	a(t	a(t	NOUN
cana-2146	76	20	)	)	PUNCT
cana-2146	76	21	is	be	AUX
cana-2146	76	22	likely	likely	ADJ
cana-2146	76	23	to	to	PART
cana-2146	76	24	be	be	AUX
cana-2146	76	25	identified	identify	VERB
cana-2146	76	26	according	accord	VERB
cana-2146	76	27	to	to	ADP
cana-2146	76	28	the	the	DET
cana-2146	76	29	dimensions	dimension	NOUN
cana-2146	76	30	present	present	ADJ
cana-2146	76	31	in	in	ADP
cana-2146	76	32	the	the	DET
cana-2146	76	33	cancer	cancer	NOUN
cana-2146	76	34	subcancer	subcancer	NOUN
cana-2146	76	35	drug	drug	PROPN
cana-2146	76	36	data	datum	NOUN
cana-2146	76	37	set	set	VERB
cana-2146	76	38	.	.	PUNCT
cana-2146	77	1			PRON
cana-2146	77	2			PROPN
cana-2146	77	3	(	(	PUNCT
cana-2146	77	4	)	)	PUNCT
cana-2146	77	5	1	1	NUM
cana-2146	77	6	arg	arg	NOUN
cana-2146	77	7	max	max	PROPN
cana-2146	77	8	||	||	PROPN
cana-2146	78	1	(	(	PUNCT
cana-2146	78	2	)	)	PUNCT
cana-2146	78	3	(	(	PUNCT
cana-2146	78	4	)	)	PUNCT
cana-2146	78	5	||i	||i	VERB
cana-2146	78	6	i	i	PRON
cana-2146	78	7	n	n	PROPN
cana-2146	78	8	w	w	PROPN
cana-2146	78	9	w	w	PROPN
cana-2146	78	10	t	t	PROPN
cana-2146	78	11	a	a	DET
cana-2146	78	12	t	t	PROPN
cana-2146	78	13			NOUN
cana-2146	78	14			NOUN
cana-2146	78	15	=	=	SYM
cana-2146	78	16	−	−	PROPN
cana-2146	78	17	…	…	PUNCT
cana-2146	78	18	…	…	PUNCT
cana-2146	78	19	…	…	SYM
cana-2146	78	20	……	……	NOUN
cana-2146	78	21	.	.	PUNCT
cana-2146	79	1	(	(	PUNCT
cana-2146	79	2	1	1	X
cana-2146	79	3	)	)	PUNCT
cana-2146	79	4	||.||	||.||	NOUN
cana-2146	79	5	represents	represent	VERB
cana-2146	79	6	a	a	DET
cana-2146	79	7	euclidean	euclidean	ADJ
cana-2146	79	8	distance	distance	NOUN
cana-2146	79	9	measure	measure	NOUN
cana-2146	79	10	;	;	PUNCT
cana-2146	79	11	a(t	a(t	NOUN
cana-2146	79	12	)	)	PUNCT
cana-2146	79	13	is	be	AUX
cana-2146	79	14	the	the	DET
cana-2146	79	15	input	input	NOUN
cana-2146	79	16	weight	weight	NOUN
cana-2146	79	17	vector	vector	NOUN
cana-2146	79	18	with	with	ADP
cana-2146	79	19	regard	regard	NOUN
cana-2146	79	20	to	to	ADP
cana-2146	79	21	attribute	attribute	NOUN
cana-2146	79	22	reading	read	VERB
cana-2146	79	23	iterations	iteration	NOUN
cana-2146	79	24	,	,	PUNCT
cana-2146	79	25	and	and	CCONJ
cana-2146	79	26	w(t	w(t	PROPN
cana-2146	79	27	)	)	PUNCT
cana-2146	79	28	is	be	AUX
cana-2146	79	29	the	the	DET
cana-2146	79	30	output	output	NOUN
cana-2146	79	31	weight	weight	NOUN
cana-2146	79	32	vector	vector	NOUN
cana-2146	79	33	.	.	PUNCT
cana-2146	80	1	following	follow	VERB
cana-2146	80	2	the	the	DET
cana-2146	80	3	execution	execution	NOUN
cana-2146	80	4	of	of	ADP
cana-2146	80	5	the	the	DET
cana-2146	80	6	update	update	NOUN
cana-2146	80	7	,	,	PUNCT
cana-2146	80	8	the	the	DET
cana-2146	80	9	weight	weight	NOUN
cana-2146	80	10	attribute	attribute	NOUN
cana-2146	80	11	is	be	AUX
cana-2146	80	12	defined	define	VERB
cana-2146	80	13	as	as	ADP
cana-2146	80	14	derived	derive	VERB
cana-2146	80	15	from	from	ADP
cana-2146	80	16	the	the	DET
cana-2146	80	17	sub	sub	NOUN
cana-2146	80	18	cancer	cancer	NOUN
cana-2146	80	19	drug	drug	NOUN
cana-2146	80	20	data	data	NOUN
cana-2146	80	21	sets	set	NOUN
cana-2146	80	22	using	use	VERB
cana-2146	80	23	equation	equation	NOUN
cana-2146	80	24	(	(	PUNCT
cana-2146	80	25	1	1	NUM
cana-2146	80	26	)	)	PUNCT
cana-2146	80	27	.	.	PUNCT
cana-2146	81	1	,	,	PUNCT
cana-2146	81	2	(	(	PUNCT
cana-2146	81	3	1	1	X
cana-2146	81	4	)	)	PUNCT
cana-2146	81	5	(	(	PUNCT
cana-2146	81	6	)	)	PUNCT
cana-2146	81	7	(	(	PUNCT
cana-2146	81	8	)	)	PUNCT
cana-2146	81	9	[	[	PUNCT
cana-2146	81	10	(	(	PUNCT
cana-2146	81	11	)	)	PUNCT
cana-2146	81	12	(	(	PUNCT
cana-2146	81	13	)	)	PUNCT
cana-2146	81	14	]	]	X
cana-2146	82	1	i	i	PRON
cana-2146	82	2	i	i	INTJ
cana-2146	82	3	c	c	VERB
cana-2146	83	1	i	i	PRON
cana-2146	84	1	iw	iw	VERB
cana-2146	84	2	t	t	PROPN
cana-2146	84	3	w	w	PROPN
cana-2146	84	4	t	t	PROPN
cana-2146	84	5	h	h	PROPN
cana-2146	84	6	t	t	PROPN
cana-2146	84	7	a	a	DET
cana-2146	84	8	t	t	PROPN
cana-2146	84	9	w	w	NOUN
cana-2146	84	10	t+	t+	NOUN
cana-2146	85	1	=	=	PUNCT
cana-2146	86	1	+	+	PUNCT
cana-2146	87	1	+	+	NUM
cana-2146	87	2	…	…	PUNCT
cana-2146	87	3	…	…	PUNCT
cana-2146	87	4	…	…	SYM
cana-2146	87	5	……	……	NOUN
cana-2146	87	6	..	..	PUNCT
cana-2146	87	7	(	(	PUNCT
cana-2146	87	8	2	2	X
cana-2146	87	9	)	)	PUNCT
cana-2146	87	10	communications	communication	NOUN
cana-2146	87	11	on	on	ADP
cana-2146	87	12	applied	apply	VERB
cana-2146	87	13	nonlinear	nonlinear	ADJ
cana-2146	87	14	analysis	analysis	NOUN
cana-2146	87	15	issn	issn	NOUN
cana-2146	87	16	:	:	PUNCT
cana-2146	87	17	1074	1074	NUM
cana-2146	87	18	-	-	PUNCT
cana-2146	87	19	133x	133x	NUM
cana-2146	87	20	vol	vol	NOUN
cana-2146	87	21	32	32	NUM
cana-2146	87	22	no	no	NOUN
cana-2146	87	23	.	.	PUNCT
cana-2146	88	1	1s	1s	NUM
cana-2146	88	2	(	(	PUNCT
cana-2146	88	3	2025	2025	NUM
cana-2146	88	4	)	)	PUNCT
cana-2146	88	5	167	167	NUM
cana-2146	88	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-2146	88	7	,	,	PUNCT
cana-2146	88	8	(	(	PUNCT
cana-2146	88	9	)	)	PUNCT
cana-2146	88	10	c	c	NOUN
cana-2146	88	11	ih	ih	NOUN
cana-2146	88	12	t	t	PROPN
cana-2146	88	13	the	the	DET
cana-2146	88	14	color	color	NOUN
cana-2146	88	15	-	-	PUNCT
cana-2146	88	16	based	base	VERB
cana-2146	88	17	neighbourhood	neighbourhood	NOUN
cana-2146	88	18	attribute	attribute	NOUN
cana-2146	88	19	identification	identification	NOUN
cana-2146	88	20	using	use	VERB
cana-2146	88	21	the	the	DET
cana-2146	88	22	distance	distance	NOUN
cana-2146	88	23	between	between	ADP
cana-2146	88	24	the	the	DET
cana-2146	88	25	weight	weight	NOUN
cana-2146	88	26	vector	vector	NOUN
cana-2146	88	27	in	in	ADP
cana-2146	88	28	equation	equation	NOUN
cana-2146	88	29	(	(	PUNCT
cana-2146	88	30	2	2	NUM
cana-2146	88	31	)	)	PUNCT
cana-2146	88	32	,	,	PUNCT
cana-2146	88	33	which	which	PRON
cana-2146	88	34	is	be	AUX
cana-2146	88	35	expressed	express	VERB
cana-2146	88	36	as	as	ADP
cana-2146	88	37	2	2	NUM
cana-2146	88	38	,	,	PUNCT
cana-2146	88	39	2	2	NUM
cana-2146	88	40	||	||	NOUN
cana-2146	88	41	||	||	NOUN
cana-2146	89	1	(	(	PUNCT
cana-2146	89	2	)	)	PUNCT
cana-2146	89	3	(	(	PUNCT
cana-2146	89	4	)	)	PUNCT
cana-2146	89	5	.exp	.exp	X
cana-2146	89	6	2	2	NUM
cana-2146	89	7	(	(	PUNCT
cana-2146	89	8	)	)	PUNCT
cana-2146	89	9	c	c	NOUN
cana-2146	90	1	i	i	PRON
cana-2146	90	2	c	c	VERB
cana-2146	91	1	i	i	NOUN
cana-2146	91	2	r	r	NOUN
cana-2146	91	3	r	r	NOUN
cana-2146	91	4	h	h	NOUN
cana-2146	91	5	t	t	PROPN
cana-2146	91	6	t	t	PROPN
cana-2146	91	7	t	t	PROPN
cana-2146	91	8			X
cana-2146	91	9			PROPN
cana-2146	91	10			NOUN
cana-2146	91	11	−	−	NOUN
cana-2146	91	12	=	=	PROPN
cana-2146	92	1	−	−	PROPN
cana-2146	92	2			PROPN
cana-2146	93	1			PROPN
cana-2146	93	2			NOUN
cana-2146	93	3	…	…	PUNCT
cana-2146	93	4	…	…	PUNCT
cana-2146	93	5	……	……	NOUN
cana-2146	93	6	……	……	NOUN
cana-2146	93	7	(	(	PUNCT
cana-2146	93	8	3	3	X
cana-2146	93	9	)	)	PUNCT
cana-2146	93	10	the	the	DET
cana-2146	93	11	dimensionality	dimensionality	NOUN
cana-2146	93	12	reduction	reduction	NOUN
cana-2146	93	13	from	from	ADP
cana-2146	93	14	cancer	cancer	NOUN
cana-2146	93	15	-	-	PUNCT
cana-2146	93	16	related	relate	VERB
cana-2146	93	17	subcancer	subcancer	NOUN
cana-2146	93	18	medication	medication	NOUN
cana-2146	93	19	datasets	dataset	NOUN
cana-2146	93	20	is	be	AUX
cana-2146	93	21	achieved	achieve	VERB
cana-2146	93	22	by	by	ADP
cana-2146	93	23	using	use	VERB
cana-2146	93	24	the	the	DET
cana-2146	93	25	weight	weight	NOUN
cana-2146	93	26	function	function	NOUN
cana-2146	93	27	(	(	PUNCT
cana-2146	93	28	)	)	PUNCT
cana-2146	93	29	t	t	NOUN
cana-2146	93	30	and	and	CCONJ
cana-2146	93	31	22	22	NUM
cana-2146	93	32	from	from	ADP
cana-2146	93	33	equation	equation	NOUN
cana-2146	93	34	(	(	PUNCT
cana-2146	93	35	3	3	NUM
cana-2146	93	36	)	)	PUNCT
cana-2146	93	37	and	and	CCONJ
cana-2146	93	38	the	the	DET
cana-2146	93	39	associative	associative	ADJ
cana-2146	93	40	attribute	attribute	NOUN
cana-2146	93	41	identification	identification	NOUN
cana-2146	93	42	of	of	ADP
cana-2146	93	43	map	map	NOUN
cana-2146	93	44	,	,	PUNCT
cana-2146	93	45	denoted	denote	VERB
cana-2146	93	46	as	as	ADP
cana-2146	93	47	r.	r.	PROPN
cana-2146	93	48	i	i	PROPN
cana-2146	93	49	)	)	PUNCT
cana-2146	93	50	convolution	convolution	NOUN
cana-2146	93	51	neural	neural	ADJ
cana-2146	93	52	network	network	NOUN
cana-2146	93	53	prediction	prediction	NOUN
cana-2146	93	54	a	a	DET
cana-2146	93	55	deep	deep	ADJ
cana-2146	93	56	learning	learning	NOUN
cana-2146	93	57	technique	technique	NOUN
cana-2146	93	58	known	know	VERB
cana-2146	93	59	as	as	ADP
cana-2146	93	60	a	a	DET
cana-2146	93	61	convolution	convolution	NOUN
cana-2146	93	62	neural	neural	ADJ
cana-2146	93	63	network	network	NOUN
cana-2146	93	64	(	(	PUNCT
cana-2146	93	65	cnn	cnn	PROPN
cana-2146	93	66	)	)	PUNCT
cana-2146	93	67	uses	use	VERB
cana-2146	93	68	convolution	convolution	NOUN
cana-2146	93	69	operations	operation	NOUN
cana-2146	93	70	instead	instead	ADV
cana-2146	93	71	of	of	ADP
cana-2146	93	72	simple	simple	ADJ
cana-2146	93	73	network	network	NOUN
cana-2146	93	74	augmentation	augmentation	NOUN
cana-2146	93	75	.	.	PUNCT
cana-2146	94	1	when	when	SCONJ
cana-2146	94	2	it	it	PRON
cana-2146	94	3	comes	come	VERB
cana-2146	94	4	to	to	ADP
cana-2146	94	5	managing	managing	NOUN
cana-2146	94	6	images	image	NOUN
cana-2146	94	7	,	,	PUNCT
cana-2146	94	8	cnn	cnn	PROPN
cana-2146	94	9	is	be	AUX
cana-2146	94	10	the	the	DET
cana-2146	94	11	most	most	ADV
cana-2146	94	12	effective	effective	ADJ
cana-2146	94	13	deep	deep	ADJ
cana-2146	94	14	learning	learning	NOUN
cana-2146	94	15	method	method	NOUN
cana-2146	94	16	.	.	PUNCT
cana-2146	95	1	it	it	PRON
cana-2146	95	2	plays	play	VERB
cana-2146	95	3	an	an	DET
cana-2146	95	4	important	important	ADJ
cana-2146	95	5	role	role	NOUN
cana-2146	95	6	in	in	ADP
cana-2146	95	7	image	image	NOUN
cana-2146	95	8	characterization	characterization	NOUN
cana-2146	95	9	and	and	CCONJ
cana-2146	95	10	other	other	ADJ
cana-2146	95	11	computer	computer	NOUN
cana-2146	95	12	vision	vision	NOUN
cana-2146	95	13	tasks	task	NOUN
cana-2146	95	14	by	by	ADP
cana-2146	95	15	extracting	extract	VERB
cana-2146	95	16	various	various	ADJ
cana-2146	95	17	spatial	spatial	ADJ
cana-2146	95	18	and	and	CCONJ
cana-2146	95	19	transient	transient	ADJ
cana-2146	95	20	components	component	NOUN
cana-2146	95	21	from	from	ADP
cana-2146	95	22	input	input	NOUN
cana-2146	95	23	images	image	NOUN
cana-2146	95	24	.	.	PUNCT
cana-2146	96	1	figure	figure	NOUN
cana-2146	96	2	1	1	NUM
cana-2146	96	3	.	.	PUNCT
cana-2146	96	4	read	read	VERB
cana-2146	96	5	sub	sub	NOUN
cana-2146	96	6	cancer	cancer	NOUN
cana-2146	96	7	drug	drug	NOUN
cana-2146	96	8	datasets	dataset	NOUN
cana-2146	96	9	layer	layer	NOUN
cana-2146	96	10	by	by	ADP
cana-2146	96	11	layer	layer	NOUN
cana-2146	96	12	using	use	VERB
cana-2146	96	13	cnn	cnn	PROPN
cana-2146	96	14	's	's	PART
cana-2146	96	15	associative	associative	ADJ
cana-2146	96	16	properties	property	NOUN
cana-2146	96	17	.	.	PUNCT
cana-2146	97	1	one	one	NUM
cana-2146	97	2	way	way	NOUN
cana-2146	97	3	in	in	ADP
cana-2146	97	4	which	which	PRON
cana-2146	97	5	convolution	convolution	NOUN
cana-2146	97	6	matrix	matrix	NOUN
cana-2146	97	7	functions	function	NOUN
cana-2146	97	8	are	be	AUX
cana-2146	97	9	defined	define	VERB
cana-2146	97	10	is	be	AUX
cana-2146	97	11	by	by	ADP
cana-2146	97	12	(	(	PUNCT
cana-2146	97	13	)	)	PUNCT
cana-2146	97	14	*	*	PUNCT
cana-2146	97	15	(	(	PUNCT
cana-2146	97	16	)	)	PUNCT
cana-2146	97	17	(	(	PUNCT
cana-2146	97	18	)	)	PUNCT
cana-2146	97	19	.	.	PUNCT
cana-2146	98	1	(	(	PUNCT
cana-2146	98	2	)	)	PUNCT
cana-2146	98	3	g	g	NOUN
cana-2146	98	4	a	a	PROPN
cana-2146	98	5	f	f	NOUN
cana-2146	98	6	a	a	DET
cana-2146	98	7	g	g	NOUN
cana-2146	98	8	a	a	DET
cana-2146	98	9	f	f	NOUN
cana-2146	98	10	a	a	DET
cana-2146	98	11	l=	l=	ADJ
cana-2146	98	12	−	−	NOUN
cana-2146	98	13	…	…	PUNCT
cana-2146	98	14	…	…	PUNCT
cana-2146	98	15	…	…	SYM
cana-2146	98	16	……	……	NOUN
cana-2146	98	17	.	.	PUNCT
cana-2146	99	1	(	(	PUNCT
cana-2146	99	2	4	4	X
cana-2146	99	3	)	)	PUNCT
cana-2146	99	4	1,2	1,2	NUM
cana-2146	99	5	,	,	PUNCT
cana-2146	99	6	...	...	PUNCT
cana-2146	99	7	,	,	PUNCT
cana-2146	99	8	(	(	PUNCT
cana-2146	99	9	)	)	PUNCT
cana-2146	99	10	*	*	PUNCT
cana-2146	99	11	(	(	PUNCT
cana-2146	99	12	)	)	PUNCT
cana-2146	99	13	(	(	PUNCT
cana-2146	99	14	)	)	PUNCT
cana-2146	99	15	.	.	PUNCT
cana-2146	100	1	(	(	PUNCT
cana-2146	100	2	)	)	PUNCT
cana-2146	100	3	l	l	NOUN
cana-2146	100	4	g	g	NOUN
cana-2146	100	5	a	a	DET
cana-2146	100	6	f	f	NOUN
cana-2146	101	1	a	a	DET
cana-2146	101	2	g	g	NOUN
cana-2146	101	3	a	a	DET
cana-2146	101	4	f	f	NOUN
cana-2146	101	5	a	a	DET
cana-2146	101	6	l	l	NOUN
cana-2146	101	7			NOUN
cana-2146	101	8	=	=	ADJ
cana-2146	101	9	=	=	SYM
cana-2146	101	10	−	−	NUM
cana-2146	101	11	…	…	PUNCT
cana-2146	101	12	…	…	SYM
cana-2146	101	13	……	……	X
cana-2146	101	14	(	(	PUNCT
cana-2146	101	15	5	5	NUM
cana-2146	101	16	)	)	PUNCT
cana-2146	101	17	in	in	ADP
cana-2146	101	18	fig	fig	NOUN
cana-2146	101	19	.	.	PUNCT
cana-2146	102	1	1	1	NUM
cana-2146	102	2	,	,	PUNCT
cana-2146	102	3	we	we	PRON
cana-2146	102	4	can	can	AUX
cana-2146	102	5	see	see	VERB
cana-2146	102	6	the	the	DET
cana-2146	102	7	architecture	architecture	NOUN
cana-2146	102	8	of	of	ADP
cana-2146	102	9	a	a	DET
cana-2146	102	10	typical	typical	ADJ
cana-2146	102	11	convolutional	convolutional	ADJ
cana-2146	102	12	neural	neural	ADJ
cana-2146	102	13	network	network	NOUN
cana-2146	102	14	(	(	PUNCT
cana-2146	102	15	cnn	cnn	PROPN
cana-2146	102	16	)	)	PUNCT
cana-2146	102	17	with	with	ADP
cana-2146	102	18	its	its	PRON
cana-2146	102	19	many	many	ADJ
cana-2146	102	20	layers	layer	NOUN
cana-2146	102	21	:	:	PUNCT
cana-2146	102	22	input	input	NOUN
cana-2146	102	23	,	,	PUNCT
cana-2146	102	24	output	output	NOUN
cana-2146	102	25	,	,	PUNCT
cana-2146	102	26	convolution	convolution	NOUN
cana-2146	102	27	,	,	PUNCT
cana-2146	102	28	pooling	pooling	NOUN
cana-2146	102	29	,	,	PUNCT
cana-2146	102	30	and	and	CCONJ
cana-2146	102	31	fully	fully	ADV
cana-2146	102	32	connected	connect	VERB
cana-2146	102	33	.	.	PUNCT
cana-2146	103	1	each	each	DET
cana-2146	103	2	layer	layer	NOUN
cana-2146	103	3	in	in	ADP
cana-2146	103	4	the	the	DET
cana-2146	103	5	network	network	NOUN
cana-2146	103	6	performs	perform	VERB
cana-2146	103	7	communications	communication	NOUN
cana-2146	103	8	on	on	ADP
cana-2146	103	9	applied	apply	VERB
cana-2146	103	10	nonlinear	nonlinear	ADJ
cana-2146	103	11	analysis	analysis	NOUN
cana-2146	103	12	issn	issn	NOUN
cana-2146	103	13	:	:	PUNCT
cana-2146	103	14	1074	1074	NUM
cana-2146	103	15	-	-	PUNCT
cana-2146	103	16	133x	133x	NUM
cana-2146	103	17	vol	vol	NOUN
cana-2146	103	18	32	32	NUM
cana-2146	103	19	no	no	NOUN
cana-2146	103	20	.	.	PUNCT
cana-2146	104	1	1s	1s	NUM
cana-2146	104	2	(	(	PUNCT
cana-2146	104	3	2025	2025	NUM
cana-2146	104	4	)	)	PUNCT
cana-2146	104	5	168	168	NUM
cana-2146	104	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-2146	104	7	an	an	DET
cana-2146	104	8	action	action	NOUN
cana-2146	104	9	.	.	PUNCT
cana-2146	105	1	the	the	DET
cana-2146	105	2	cnn	cnn	PROPN
cana-2146	105	3	's	's	PART
cana-2146	105	4	convolution	convolution	NOUN
cana-2146	105	5	layer	layer	NOUN
cana-2146	105	6	is	be	AUX
cana-2146	105	7	responsible	responsible	ADJ
cana-2146	105	8	for	for	ADP
cana-2146	105	9	performing	perform	VERB
cana-2146	105	10	the	the	DET
cana-2146	105	11	convolutional	convolutional	ADJ
cana-2146	105	12	operations	operation	NOUN
cana-2146	105	13	.	.	PUNCT
cana-2146	106	1	two	two	NUM
cana-2146	106	2	types	type	NOUN
cana-2146	106	3	of	of	ADP
cana-2146	106	4	convolutional	convolutional	ADJ
cana-2146	106	5	neural	neural	ADJ
cana-2146	106	6	networks	network	NOUN
cana-2146	106	7	(	(	PUNCT
cana-2146	106	8	cnns	cnns	PROPN
cana-2146	106	9	)	)	PUNCT
cana-2146	106	10	are	be	AUX
cana-2146	106	11	used	use	VERB
cana-2146	106	12	in	in	ADP
cana-2146	106	13	this	this	DET
cana-2146	106	14	setup	setup	NOUN
cana-2146	106	15	:	:	PUNCT
cana-2146	106	16	one	one	NUM
cana-2146	106	17	at	at	ADP
cana-2146	106	18	the	the	DET
cana-2146	106	19	base	base	NOUN
cana-2146	106	20	of	of	ADP
cana-2146	106	21	the	the	DET
cana-2146	106	22	network	network	NOUN
cana-2146	106	23	separates	separate	VERB
cana-2146	106	24	sophisticated	sophisticated	ADJ
cana-2146	106	25	higher	high	ADJ
cana-2146	106	26	-	-	PUNCT
cana-2146	106	27	level	level	NOUN
cana-2146	106	28	picture	picture	NOUN
cana-2146	106	29	highlights	highlight	NOUN
cana-2146	106	30	,	,	PUNCT
cana-2146	106	31	while	while	SCONJ
cana-2146	106	32	the	the	DET
cana-2146	106	33	other	other	ADJ
cana-2146	106	34	at	at	ADP
cana-2146	106	35	the	the	DET
cana-2146	106	36	top	top	ADJ
cana-2146	106	37	extracts	extract	NOUN
cana-2146	106	38	simple	simple	ADJ
cana-2146	106	39	lower	low	ADJ
cana-2146	106	40	-	-	PUNCT
cana-2146	106	41	level	level	NOUN
cana-2146	106	42	picture	picture	NOUN
cana-2146	106	43	highlights	highlight	NOUN
cana-2146	106	44	.	.	PUNCT
cana-2146	107	1	the	the	DET
cana-2146	107	2	convolution	convolution	NOUN
cana-2146	107	3	activity	activity	NOUN
cana-2146	107	4	is	be	AUX
cana-2146	107	5	given	give	VERB
cana-2146	107	6	by	by	ADP
cana-2146	107	7	equations	equation	NOUN
cana-2146	107	8	(	(	PUNCT
cana-2146	107	9	4	4	NUM
cana-2146	107	10	)	)	PUNCT
cana-2146	107	11	and	and	CCONJ
cana-2146	107	12	(	(	PUNCT
cana-2146	107	13	5	5	NUM
cana-2146	107	14	)	)	PUNCT
cana-2146	107	15	and	and	CCONJ
cana-2146	107	16	is	be	AUX
cana-2146	107	17	a	a	DET
cana-2146	107	18	twofold	twofold	ADJ
cana-2146	107	19	activity	activity	NOUN
cana-2146	107	20	between	between	ADP
cana-2146	107	21	two	two	NUM
cana-2146	107	22	real	real	ADV
cana-2146	107	23	esteemed	esteemed	ADJ
cana-2146	107	24	capacities	capacity	NOUN
cana-2146	107	25	,	,	PUNCT
cana-2146	107	26	g(a	g(a	PROPN
cana-2146	107	27	)	)	PUNCT
cana-2146	107	28	and	and	CCONJ
cana-2146	107	29	f(a	f(a	NOUN
cana-2146	107	30	)	)	PUNCT
cana-2146	107	31	,	,	PUNCT
cana-2146	107	32	in	in	SCONJ
cana-2146	107	33	the	the	DET
cana-2146	107	34	cancer	cancer	NOUN
cana-2146	107	35	medication	medication	NOUN
cana-2146	107	36	data	datum	NOUN
cana-2146	107	37	set	set	VERB
cana-2146	107	38	'	'	PUNCT
cana-2146	107	39	∏	∏	NUM
cana-2146	107	40	'	'	NUM
cana-2146	107	41	.	.	PUNCT
cana-2146	108	1	both	both	CCONJ
cana-2146	108	2	the	the	DET
cana-2146	108	3	information	information	NOUN
cana-2146	108	4	function	function	NOUN
cana-2146	108	5	(	(	PUNCT
cana-2146	108	6	g(a	g(a	PROPN
cana-2146	108	7	)	)	PUNCT
cana-2146	108	8	)	)	PUNCT
cana-2146	108	9	and	and	CCONJ
cana-2146	108	10	the	the	DET
cana-2146	108	11	channel	channel	NOUN
cana-2146	108	12	-	-	PUNCT
cana-2146	108	13	piece	piece	NOUN
cana-2146	108	14	function	function	NOUN
cana-2146	108	15	(	(	PUNCT
cana-2146	108	16	f(a	f(a	NOUN
cana-2146	108	17	)	)	PUNCT
cana-2146	108	18	)	)	PUNCT
cana-2146	108	19	from	from	ADP
cana-2146	108	20	equations	equation	NOUN
cana-2146	108	21	(	(	PUNCT
cana-2146	108	22	4	4	NUM
cana-2146	108	23	)	)	PUNCT
cana-2146	108	24	and	and	CCONJ
cana-2146	108	25	(	(	PUNCT
cana-2146	108	26	5	5	X
cana-2146	108	27	)	)	PUNCT
cana-2146	108	28	are	be	AUX
cana-2146	108	29	called	call	VERB
cana-2146	108	30	"	"	PUNCT
cana-2146	108	31	element	element	NOUN
cana-2146	108	32	maps	map	NOUN
cana-2146	108	33	"	"	PUNCT
cana-2146	108	34	in	in	ADP
cana-2146	108	35	convolutional	convolutional	ADJ
cana-2146	108	36	neural	neural	ADJ
cana-2146	108	37	networks	network	NOUN
cana-2146	108	38	(	(	PUNCT
cana-2146	108	39	cnns	cnns	PROPN
cana-2146	108	40	)	)	PUNCT
cana-2146	108	41	.	.	PUNCT
cana-2146	109	1	each	each	DET
cana-2146	109	2	component	component	NOUN
cana-2146	109	3	map	map	NOUN
cana-2146	109	4	,	,	PUNCT
cana-2146	109	5	data	datum	NOUN
cana-2146	109	6	set	set	NOUN
cana-2146	109	7	,	,	PUNCT
cana-2146	109	8	and	and	CCONJ
cana-2146	109	9	part	part	NOUN
cana-2146	109	10	-	-	PUNCT
cana-2146	109	11	channel	channel	NOUN
cana-2146	109	12	is	be	AUX
cana-2146	109	13	stored	store	VERB
cana-2146	109	14	in	in	ADP
cana-2146	109	15	its	its	PRON
cana-2146	109	16	own	own	ADJ
cana-2146	109	17	multi	multi	ADJ
cana-2146	109	18	-	-	ADJ
cana-2146	109	19	faceted	faceted	ADJ
cana-2146	109	20	cluster	cluster	NOUN
cana-2146	109	21	.	.	PUNCT
cana-2146	110	1	if	if	SCONJ
cana-2146	110	2	the	the	DET
cana-2146	110	3	information	information	NOUN
cana-2146	110	4	framework	framework	NOUN
cana-2146	110	5	is	be	AUX
cana-2146	110	6	m	m	PROPN
cana-2146	110	7	×	×	NOUN
cana-2146	110	8	m	m	ADJ
cana-2146	110	9	and	and	CCONJ
cana-2146	110	10	the	the	DET
cana-2146	110	11	channel	channel	NOUN
cana-2146	110	12	is	be	AUX
cana-2146	110	13	l	l	PROPN
cana-2146	110	14	×	×	PROPN
cana-2146	110	15	l	l	NOUN
cana-2146	110	16	(	(	PUNCT
cana-2146	110	17	where	where	SCONJ
cana-2146	110	18	l	l	X
cana-2146	110	19	≤	≤	NUM
cana-2146	110	20	m	m	PROPN
cana-2146	110	21	)	)	PUNCT
cana-2146	110	22	,	,	PUNCT
cana-2146	110	23	then	then	ADV
cana-2146	110	24	the	the	DET
cana-2146	110	25	size	size	NOUN
cana-2146	110	26	of	of	ADP
cana-2146	110	27	the	the	DET
cana-2146	110	28	resultant	resultant	NOUN
cana-2146	110	29	highlightmap	highlightmap	NOUN
cana-2146	110	30	,	,	PUNCT
cana-2146	110	31	according	accord	VERB
cana-2146	110	32	to	to	ADP
cana-2146	110	33	the	the	DET
cana-2146	110	34	definition	definition	NOUN
cana-2146	110	35	of	of	ADP
cana-2146	110	36	convolutional	convolutional	ADJ
cana-2146	110	37	activity	activity	NOUN
cana-2146	110	38	,	,	PUNCT
cana-2146	110	39	is	be	AUX
cana-2146	110	40	m−l+1×m−l+1	m−l+1×m−l+1	NOUN
cana-2146	110	41	.	.	PUNCT
cana-2146	111	1	it	it	PRON
cana-2146	111	2	is	be	AUX
cana-2146	111	3	usually	usually	ADV
cana-2146	111	4	assumed	assume	VERB
cana-2146	111	5	that	that	SCONJ
cana-2146	111	6	the	the	DET
cana-2146	111	7	size	size	NOUN
cana-2146	111	8	of	of	ADP
cana-2146	111	9	the	the	DET
cana-2146	111	10	final	final	ADJ
cana-2146	111	11	highlight	highlight	NOUN
cana-2146	111	12	map	map	NOUN
cana-2146	111	13	is	be	AUX
cana-2146	111	14	lowered	lower	VERB
cana-2146	111	15	after	after	ADP
cana-2146	111	16	each	each	DET
cana-2146	111	17	convolution	convolution	NOUN
cana-2146	111	18	operation	operation	NOUN
cana-2146	111	19	.	.	PUNCT
cana-2146	112	1	to	to	PART
cana-2146	112	2	rephrase	rephrase	VERB
cana-2146	112	3	,	,	PUNCT
cana-2146	112	4	after	after	ADP
cana-2146	112	5	a	a	DET
cana-2146	112	6	particular	particular	ADJ
cana-2146	112	7	amount	amount	NOUN
cana-2146	112	8	of	of	ADP
cana-2146	112	9	convolutions	convolution	NOUN
cana-2146	112	10	,	,	PUNCT
cana-2146	112	11	the	the	DET
cana-2146	112	12	size	size	NOUN
cana-2146	112	13	of	of	ADP
cana-2146	112	14	the	the	DET
cana-2146	112	15	info	info	NOUN
cana-2146	112	16	image	image	NOUN
cana-2146	112	17	becomes	become	VERB
cana-2146	112	18	zero	zero	NUM
cana-2146	112	19	,	,	PUNCT
cana-2146	112	20	as	as	SCONJ
cana-2146	112	21	it	it	PRON
cana-2146	112	22	reduces	reduce	VERB
cana-2146	112	23	with	with	ADP
cana-2146	112	24	each	each	DET
cana-2146	112	25	convolution	convolution	NOUN
cana-2146	112	26	operation	operation	NOUN
cana-2146	112	27	.	.	PUNCT
cana-2146	113	1	from	from	ADP
cana-2146	113	2	this	this	DET
cana-2146	113	3	point	point	NOUN
cana-2146	113	4	on	on	ADP
cana-2146	113	5	,	,	PUNCT
cana-2146	113	6	it	it	PRON
cana-2146	113	7	caps	cap	VERB
cana-2146	113	8	the	the	DET
cana-2146	113	9	amount	amount	NOUN
cana-2146	113	10	of	of	ADP
cana-2146	113	11	convolution	convolution	NOUN
cana-2146	113	12	layers	layer	NOUN
cana-2146	113	13	that	that	PRON
cana-2146	113	14	a	a	DET
cana-2146	113	15	cnn	cnn	PROPN
cana-2146	113	16	can	can	AUX
cana-2146	113	17	have	have	VERB
cana-2146	113	18	,	,	PUNCT
cana-2146	113	19	thus	thus	ADV
cana-2146	113	20	limiting	limit	VERB
cana-2146	113	21	the	the	DET
cana-2146	113	22	cnn	cnn	PROPN
cana-2146	113	23	's	's	PART
cana-2146	113	24	profundity	profundity	NOUN
cana-2146	113	25	.	.	PUNCT
cana-2146	114	1	in	in	ADP
cana-2146	114	2	addition	addition	NOUN
cana-2146	114	3	,	,	PUNCT
cana-2146	114	4	the	the	DET
cana-2146	114	5	components	component	NOUN
cana-2146	114	6	located	locate	VERB
cana-2146	114	7	on	on	ADP
cana-2146	114	8	the	the	DET
cana-2146	114	9	edges	edge	NOUN
cana-2146	114	10	and	and	CCONJ
cana-2146	114	11	corners	corner	NOUN
cana-2146	114	12	are	be	AUX
cana-2146	114	13	used	use	VERB
cana-2146	114	14	,	,	PUNCT
cana-2146	114	15	rather	rather	ADV
cana-2146	114	16	than	than	ADP
cana-2146	114	17	the	the	DET
cana-2146	114	18	exact	exact	ADJ
cana-2146	114	19	components	component	NOUN
cana-2146	114	20	located	locate	VERB
cana-2146	114	21	in	in	ADP
cana-2146	114	22	the	the	DET
cana-2146	114	23	centre	centre	NOUN
cana-2146	114	24	of	of	ADP
cana-2146	114	25	the	the	DET
cana-2146	114	26	input	input	NOUN
cana-2146	114	27	framework	framework	NOUN
cana-2146	114	28	.	.	PUNCT
cana-2146	115	1	the	the	DET
cana-2146	115	2	cnn	cnn	PROPN
cana-2146	115	3	's	's	PART
cana-2146	115	4	convolution	convolution	NOUN
cana-2146	115	5	layers	layer	NOUN
cana-2146	115	6	use	use	VERB
cana-2146	115	7	cushioning	cushion	VERB
cana-2146	115	8	to	to	PART
cana-2146	115	9	deal	deal	VERB
cana-2146	115	10	with	with	ADP
cana-2146	115	11	these	these	DET
cana-2146	115	12	two	two	NUM
cana-2146	115	13	problems	problem	NOUN
cana-2146	115	14	.	.	PUNCT
cana-2146	116	1	integrate	integrate	VERB
cana-2146	116	2	this	this	DET
cana-2146	116	3	strategy	strategy	NOUN
cana-2146	116	4	into	into	ADP
cana-2146	116	5	your	your	PRON
cana-2146	116	6	existing	exist	VERB
cana-2146	116	7	sub	sub	NOUN
cana-2146	116	8	cancer	cancer	NOUN
cana-2146	116	9	drug	drug	NOUN
cana-2146	116	10	data	datum	NOUN
cana-2146	116	11	sets	set	NOUN
cana-2146	116	12	to	to	PART
cana-2146	116	13	automate	automate	VERB
cana-2146	116	14	the	the	DET
cana-2146	116	15	process	process	NOUN
cana-2146	116	16	of	of	ADP
cana-2146	116	17	pglycoprotein	pglycoprotein	ADJ
cana-2146	116	18	drug	drug	NOUN
cana-2146	116	19	prediction	prediction	NOUN
cana-2146	116	20	.	.	PUNCT
cana-2146	117	1	ii	ii	X
cana-2146	117	2	)	)	PUNCT
cana-2146	117	3	multi	multi	NOUN
cana-2146	117	4	cancerlabeled	cancerlabele	VERB
cana-2146	117	5	generative	generative	ADJ
cana-2146	117	6	functional	functional	ADJ
cana-2146	117	7	approach	approach	NOUN
cana-2146	117	8	in	in	ADP
cana-2146	117	9	order	order	NOUN
cana-2146	117	10	to	to	PART
cana-2146	117	11	assess	assess	VERB
cana-2146	117	12	the	the	DET
cana-2146	117	13	efficacy	efficacy	NOUN
cana-2146	117	14	of	of	ADP
cana-2146	117	15	a	a	DET
cana-2146	117	16	supervised	supervised	ADJ
cana-2146	117	17	learning	learning	NOUN
cana-2146	117	18	procedure	procedure	NOUN
cana-2146	117	19	for	for	ADP
cana-2146	117	20	analysing	analyse	VERB
cana-2146	117	21	labelled	label	VERB
cana-2146	117	22	cancer	cancer	NOUN
cana-2146	117	23	drug	drug	NOUN
cana-2146	117	24	datasets	dataset	NOUN
cana-2146	117	25	,	,	PUNCT
cana-2146	117	26	we	we	PRON
cana-2146	117	27	will	will	AUX
cana-2146	117	28	first	first	ADV
cana-2146	117	29	look	look	VERB
cana-2146	117	30	at	at	ADP
cana-2146	117	31	the	the	DET
cana-2146	117	32	datasets	dataset	NOUN
cana-2146	117	33	as	as	ADP
cana-2146	117	34	(	(	PUNCT
cana-2146	117	35	,	,	PUNCT
cana-2146	117	36	)	)	PUNCT
cana-2146	117	37	(	(	PUNCT
cana-2146	117	38	,	,	PUNCT
cana-2146	117	39	)	)	PUNCT
cana-2146	117	40	(	(	PUNCT
cana-2146	117	41	,	,	PUNCT
cana-2146	117	42	)	)	PUNCT
cana-2146	117	43	(	(	PUNCT
cana-2146	117	44	)	)	PUNCT
cana-2146	117	45	[	[	PUNCT
cana-2146	117	46	log	log	NOUN
cana-2146	117	47	(	(	PUNCT
cana-2146	117	48	|	|	ADV
cana-2146	117	49	)	)	PUNCT
cana-2146	117	50	]	]	PUNCT
cana-2146	118	1	t	t	X
cana-2146	118	2	l	l	X
cana-2146	118	3	u	u	PROPN
cana-2146	118	4	a	a	DET
cana-2146	118	5	b	b	X
cana-2146	118	6	k	k	PROPN
cana-2146	118	7	a	a	PROPN
cana-2146	118	8	b	b	X
cana-2146	118	9	k	k	PROPN
cana-2146	118	10	a	a	X
cana-2146	118	11	k	k	PROPN
cana-2146	118	12	a	a	DET
cana-2146	118	13	b	b	PROPN
cana-2146	118	14	v	v	ADP
cana-2146	118	15	a	a	DET
cana-2146	118	16	p	p	NOUN
cana-2146	118	17	b	b	X
cana-2146	118	18	a	a	PROPN
cana-2146	118	19			NOUN
cana-2146	118	20			PUNCT
cana-2146	118	21			PROPN
cana-2146	118	22			PROPN
cana-2146	118	23			NOUN
cana-2146	118	24	=	=	PUNCT
cana-2146	119	1	+	+	CCONJ
cana-2146	119	2	+	+	CCONJ
cana-2146	119	3			ADJ
cana-2146	119	4	−	−	NOUN
cana-2146	119	5			X
cana-2146	119	6	…	…	PUNCT
cana-2146	119	7	…	…	SYM
cana-2146	119	8	……	……	NOUN
cana-2146	119	9	..	..	PUNCT
cana-2146	119	10	(	(	PUNCT
cana-2146	119	11	6	6	X
cana-2146	119	12	)	)	PUNCT
cana-2146	119	13	kt	kt	PROPN
cana-2146	119	14	,	,	PUNCT
cana-2146	119	15	ku	ku	PROPN
cana-2146	119	16	the	the	DET
cana-2146	119	17	distribution	distribution	NOUN
cana-2146	119	18	function	function	NOUN
cana-2146	119	19	for	for	ADP
cana-2146	119	20	the	the	DET
cana-2146	119	21	multi	multi	ADJ
cana-2146	119	22	-	-	ADJ
cana-2146	119	23	labeled	label	VERB
cana-2146	119	24	cancer	cancer	NOUN
cana-2146	119	25	drug	drug	NOUN
cana-2146	119	26	dataset	dataset	NOUN
cana-2146	119	27	,	,	PUNCT
cana-2146	119	28			X
cana-2146	119	29	&	&	CCONJ
cana-2146	119	30	are	be	AUX
cana-2146	119	31	the	the	DET
cana-2146	119	32	points	point	NOUN
cana-2146	119	33	from	from	ADP
cana-2146	119	34	the	the	DET
cana-2146	119	35	uncertain	uncertain	ADJ
cana-2146	119	36	cancer	cancer	NOUN
cana-2146	119	37	drug	drug	NOUN
cana-2146	119	38	dataset	dataset	VERB
cana-2146	119	39	that	that	PRON
cana-2146	119	40	range	range	VERB
cana-2146	119	41	from	from	ADP
cana-2146	119	42	single	single	ADJ
cana-2146	119	43	to	to	AUX
cana-2146	119	44	multi	multi	VERB
cana-2146	119	45	-	-	VERB
cana-2146	119	46	labeled	label	VERB
cana-2146	119	47	,	,	PUNCT
cana-2146	119	48	(	(	PUNCT
cana-2146	119	49	|	|	ADV
cana-2146	119	50	)	)	PUNCT
cana-2146	119	51	p	p	PROPN
cana-2146	119	52	b	b	PROPN
cana-2146	119	53	a	a	PROPN
cana-2146	119	54	and	and	CCONJ
cana-2146	119	55	the	the	DET
cana-2146	119	56	labelled	label	VERB
cana-2146	119	57	extra	extra	ADJ
cana-2146	119	58	classification	classification	NOUN
cana-2146	119	59	(	(	PUNCT
cana-2146	119	60	,	,	PUNCT
cana-2146	119	61	)	)	PUNCT
cana-2146	119	62	a	a	DET
cana-2146	119	63	b	b	ADJ
cana-2146	119	64	&	&	CCONJ
cana-2146	119	65	(	(	PUNCT
cana-2146	119	66	)	)	PUNCT
cana-2146	119	67	v	v	ADP
cana-2146	119	68	a	a	DET
cana-2146	119	69	hyper	hyper	NOUN
cana-2146	119	70	-	-	NOUN
cana-2146	119	71	parameter	parameter	NOUN
cana-2146	119	72	is	be	AUX
cana-2146	119	73	defined	define	VERB
cana-2146	119	74	in	in	ADP
cana-2146	119	75	equation	equation	NOUN
cana-2146	119	76	(	(	PUNCT
cana-2146	119	77	6	6	NUM
cana-2146	119	78	)	)	PUNCT
cana-2146	119	79	.	.	PUNCT
cana-2146	120	1	is	be	AUX
cana-2146	120	2	defined	define	VERB
cana-2146	120	3	(	(	PUNCT
cana-2146	120	4	,	,	PUNCT
cana-2146	120	5	)	)	PUNCT
cana-2146	120	6	a	a	DET
cana-2146	120	7	b	b	NOUN
cana-2146	120	8	in	in	ADP
cana-2146	120	9	the	the	DET
cana-2146	120	10	following	following	ADJ
cana-2146	120	11	way	way	NOUN
cana-2146	120	12	:	:	PUNCT
cana-2146	120	13	(	(	PUNCT
cana-2146	120	14	(	(	PUNCT
cana-2146	120	15	(	(	PUNCT
cana-2146	120	16	,	,	PUNCT
cana-2146	120	17	)	)	PUNCT
cana-2146	120	18	)	)	PUNCT
cana-2146	120	19	(	(	PUNCT
cana-2146	120	20	,	,	PUNCT
cana-2146	120	21	)	)	PUNCT
cana-2146	120	22	(	(	PUNCT
cana-2146	120	23	(	(	PUNCT
cana-2146	120	24	(	(	PUNCT
cana-2146	120	25	,	,	PUNCT
cana-2146	120	26	)	)	PUNCT
cana-2146	120	27	||	||	NOUN
cana-2146	121	1	(	(	PUNCT
cana-2146	121	2	)	)	PUNCT
cana-2146	121	3	)	)	PUNCT
cana-2146	121	4	log	log	NOUN
cana-2146	121	5	(	(	PUNCT
cana-2146	121	6	)	)	PUNCT
cana-2146	122	1	[	[	X
cana-2146	122	2	log	log	X
cana-2146	122	3	(	(	PUNCT
cana-2146	122	4	|	|	INTJ
cana-2146	122	5	,	,	PUNCT
cana-2146	122	6	)	)	PUNCT
cana-2146	122	7	cl	cl	NOUN
cana-2146	123	1	p	p	NOUN
cana-2146	123	2	z	z	PROPN
cana-2146	123	3	a	a	DET
cana-2146	123	4	ba	ba	PROPN
cana-2146	123	5	b	b	PROPN
cana-2146	123	6	p	p	PROPN
cana-2146	123	7	z	z	PROPN
cana-2146	123	8	a	a	DET
cana-2146	123	9	b	b	X
cana-2146	123	10	q	q	NOUN
cana-2146	124	1	z	z	PROPN
cana-2146	124	2	p	p	NOUN
cana-2146	124	3	b	b	PROPN
cana-2146	124	4	q	q	NOUN
cana-2146	124	5	a	a	DET
cana-2146	124	6	b	b	PROPN
cana-2146	124	7	z	z	NOUN
cana-2146	124	8			PROPN
cana-2146	124	9			ADP
cana-2146	124	10	=	=	CCONJ
cana-2146	124	11	−	−	PROPN
cana-2146	124	12	−	−	ADV
cana-2146	124	13	…	…	PUNCT
cana-2146	124	14	…	…	PUNCT
cana-2146	124	15	..	..	PUNCT
cana-2146	124	16	(	(	PUNCT
cana-2146	124	17	7	7	X
cana-2146	124	18	)	)	PUNCT
cana-2146	124	19	the	the	DET
cana-2146	124	20	first	first	ADJ
cana-2146	124	21	term	term	NOUN
cana-2146	124	22	in	in	ADP
cana-2146	124	23	this	this	DET
cana-2146	124	24	context	context	NOUN
cana-2146	124	25	is	be	AUX
cana-2146	124	26	the	the	DET
cana-2146	124	27	leibler	leibler	ADJ
cana-2146	124	28	-	-	PUNCT
cana-2146	124	29	kullback	kullback	NOUN
cana-2146	124	30	divergence	divergence	NOUN
cana-2146	124	31	,	,	PUNCT
cana-2146	124	32	which	which	PRON
cana-2146	124	33	is	be	AUX
cana-2146	124	34	defined	define	VERB
cana-2146	124	35	as	as	ADP
cana-2146	124	36	the	the	DET
cana-2146	124	37	function	function	NOUN
cana-2146	124	38	that	that	PRON
cana-2146	124	39	describes	describe	VERB
cana-2146	124	40	the	the	DET
cana-2146	124	41	relationship	relationship	NOUN
cana-2146	124	42	between	between	ADP
cana-2146	124	43	the	the	DET
cana-2146	124	44	posterior	posterior	ADJ
cana-2146	124	45	function	function	NOUN
cana-2146	124	46	(	(	PUNCT
cana-2146	124	47	eq	eq	NOUN
cana-2146	124	48	(	(	PUNCT
cana-2146	124	49	7	7	NUM
cana-2146	124	50	)	)	PUNCT
cana-2146	124	51	)	)	PUNCT
cana-2146	124	52	and	and	CCONJ
cana-2146	124	53	the	the	DET
cana-2146	124	54	prior	prior	ADJ
cana-2146	124	55	distribution	distribution	NOUN
cana-2146	124	56	function	function	NOUN
cana-2146	124	57	(	(	PUNCT
cana-2146	124	58	q(z	q(z	PROPN
cana-2146	124	59	)	)	PUNCT
cana-2146	124	60	)	)	PUNCT
cana-2146	124	61	,	,	PUNCT
cana-2146	124	62	and	and	CCONJ
cana-2146	124	63	the	the	DET
cana-2146	124	64	last	last	ADJ
cana-2146	124	65	term	term	NOUN
cana-2146	124	66	is	be	AUX
cana-2146	124	67	the	the	DET
cana-2146	124	68	conditional	conditional	ADJ
cana-2146	124	69	expectation	expectation	NOUN
cana-2146	124	70	of	of	ADP
cana-2146	124	71	the	the	DET
cana-2146	124	72	latent	latent	NOUN
cana-2146	124	73	variable	variable	NOUN
cana-2146	124	74	,	,	PUNCT
cana-2146	124	75	which	which	PRON
cana-2146	124	76	is	be	AUX
cana-2146	124	77	similar	similar	ADJ
cana-2146	124	78	to	to	ADP
cana-2146	124	79	the	the	DET
cana-2146	124	80	hood	hood	NOUN
cana-2146	124	81	function	function	NOUN
cana-2146	124	82	.	.	PUNCT
cana-2146	125	1	(	(	PUNCT
cana-2146	125	2	)	)	PUNCT
cana-2146	125	3	(	(	PUNCT
cana-2146	125	4	|	|	ADV
cana-2146	125	5	)	)	PUNCT
cana-2146	125	6	(	(	PUNCT
cana-2146	125	7	,	,	PUNCT
cana-2146	125	8	)	)	PUNCT
cana-2146	125	9	(	(	PUNCT
cana-2146	125	10	(	(	PUNCT
cana-2146	125	11	|	|	ADV
cana-2146	125	12	)	)	PUNCT
cana-2146	125	13	)	)	PUNCT
cana-2146	126	1	b	b	X
cana-2146	126	2	v	v	ADP
cana-2146	126	3	a	a	DET
cana-2146	126	4	p	p	X
cana-2146	126	5	b	b	PROPN
cana-2146	126	6	a	a	DET
cana-2146	126	7	a	a	DET
cana-2146	126	8	b	b	NOUN
cana-2146	126	9	p	p	X
cana-2146	126	10	b	b	PROPN
cana-2146	126	11	a	a	NOUN
cana-2146	126	12	=	=	PROPN
cana-2146	126	13	−	−	PROPN
cana-2146	126	14	…	…	PUNCT
cana-2146	126	15	…	…	PUNCT
cana-2146	126	16	…	…	PUNCT
cana-2146	126	17	…	…	PUNCT
cana-2146	126	18	……	……	NOUN
cana-2146	126	19	……	……	NOUN
cana-2146	126	20	.	.	PUNCT
cana-2146	127	1	(	(	PUNCT
cana-2146	127	2	8)	8)	NUM
cana-2146	127	3	communications	communication	NOUN
cana-2146	127	4	on	on	ADP
cana-2146	127	5	applied	apply	VERB
cana-2146	127	6	nonlinear	nonlinear	ADJ
cana-2146	127	7	analysis	analysis	NOUN
cana-2146	127	8	issn	issn	NOUN
cana-2146	127	9	:	:	PUNCT
cana-2146	127	10	1074	1074	NUM
cana-2146	127	11	-	-	PUNCT
cana-2146	127	12	133x	133x	NUM
cana-2146	127	13	vol	vol	NOUN
cana-2146	127	14	32	32	NUM
cana-2146	127	15	no	no	NOUN
cana-2146	127	16	.	.	PUNCT
cana-2146	128	1	1s	1s	NUM
cana-2146	128	2	(	(	PUNCT
cana-2146	128	3	2025	2025	NUM
cana-2146	128	4	)	)	PUNCT
cana-2146	128	5	169	169	NUM
cana-2146	128	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-2146	128	7	using	use	VERB
cana-2146	128	8	the	the	DET
cana-2146	128	9	classifier	classifier	NOUN
cana-2146	128	10	entropy	entropy	NOUN
cana-2146	128	11	of	of	ADP
cana-2146	128	12	input	input	NOUN
cana-2146	128	13	data	datum	NOUN
cana-2146	128	14	(	(	PUNCT
cana-2146	128	15	t	t	NOUN
cana-2146	128	16	)	)	PUNCT
cana-2146	128	17	(	(	PUNCT
cana-2146	128	18	(	(	PUNCT
cana-2146	128	19	|	|	ADV
cana-2146	128	20	)	)	PUNCT
cana-2146	128	21	)	)	PUNCT
cana-2146	129	1	p	p	X
cana-2146	129	2	b	b	NOUN
cana-2146	129	3	a	a	PROPN
cana-2146	129	4	as	as	ADP
cana-2146	129	5	a	a	DET
cana-2146	129	6	starting	starting	NOUN
cana-2146	129	7	point	point	NOUN
cana-2146	129	8	,	,	PUNCT
cana-2146	129	9	we	we	PRON
cana-2146	129	10	may	may	AUX
cana-2146	129	11	produce	produce	VERB
cana-2146	129	12	a	a	DET
cana-2146	129	13	new	new	ADJ
cana-2146	129	14	set	set	NOUN
cana-2146	129	15	of	of	ADP
cana-2146	129	16	multi	multi	ADJ
cana-2146	129	17	-	-	ADJ
cana-2146	129	18	labeled	labeled	ADJ
cana-2146	129	19	(	(	PUNCT
cana-2146	129	20	(	(	PUNCT
cana-2146	129	21	|	|	ADV
cana-2146	129	22	)	)	PUNCT
cana-2146	129	23	)	)	PUNCT
cana-2146	130	1	p	p	X
cana-2146	130	2	b	b	PROPN
cana-2146	130	3	a	a	PROPN
cana-2146	130	4	cancer	cancer	NOUN
cana-2146	130	5	medication	medication	NOUN
cana-2146	130	6	data	data	NOUN
cana-2146	130	7	sets	set	NOUN
cana-2146	130	8	by	by	ADP
cana-2146	130	9	applying	apply	VERB
cana-2146	130	10	generative	generative	ADJ
cana-2146	130	11	functions	function	NOUN
cana-2146	130	12	to	to	ADP
cana-2146	130	13	the	the	DET
cana-2146	130	14	input	input	NOUN
cana-2146	130	15	data	datum	NOUN
cana-2146	130	16	set	set	NOUN
cana-2146	130	17	(	(	PUNCT
cana-2146	130	18	|	|	ADV
cana-2146	130	19	)	)	PUNCT
cana-2146	130	20	,	,	PUNCT
cana-2146	130	21	(	(	PUNCT
cana-2146	130	22	(	(	PUNCT
cana-2146	130	23	,	,	PUNCT
cana-2146	130	24	)	)	PUNCT
cana-2146	130	25	&	&	CCONJ
cana-2146	130	26	(	(	PUNCT
cana-2146	130	27	|	|	INTJ
cana-2146	130	28	,	,	PUNCT
cana-2146	130	29	)	)	PUNCT
cana-2146	131	1	p	p	NOUN
cana-2146	131	2	b	b	PROPN
cana-2146	131	3	a	a	DET
cana-2146	131	4	p	p	X
cana-2146	131	5	z	z	NOUN
cana-2146	131	6	a	a	DET
cana-2146	131	7	b	b	NOUN
cana-2146	131	8	q	q	NOUN
cana-2146	131	9	a	a	PRON
cana-2146	131	10	b	b	NOUN
cana-2146	131	11	z	z	NOUN
cana-2146	131	12			NOUN
cana-2146	131	13			NOUN
cana-2146	131	14	after	after	ADP
cana-2146	131	15	removing	remove	VERB
cana-2146	131	16	noise	noise	NOUN
cana-2146	131	17	(	(	PUNCT
cana-2146	131	18	eq	eq	NOUN
cana-2146	131	19	.	.	PUNCT
cana-2146	131	20	(	(	PUNCT
cana-2146	131	21	8)	8)	NUM
cana-2146	131	22	)	)	PUNCT
cana-2146	131	23	.	.	PUNCT
cana-2146	132	1	systems	system	NOUN
cana-2146	132	2	that	that	PRON
cana-2146	132	3	use	use	VERB
cana-2146	132	4	recurrent	recurrent	ADJ
cana-2146	132	5	neural	neural	ADJ
cana-2146	132	6	networks	network	NOUN
cana-2146	132	7	one	one	NUM
cana-2146	132	8	of	of	ADP
cana-2146	132	9	the	the	DET
cana-2146	132	10	many	many	ADJ
cana-2146	132	11	scientific	scientific	ADJ
cana-2146	132	12	challenges	challenge	NOUN
cana-2146	132	13	that	that	PRON
cana-2146	132	14	rnns	rnn	NOUN
cana-2146	132	15	have	have	AUX
cana-2146	132	16	helped	help	VERB
cana-2146	132	17	tackle	tackle	VERB
cana-2146	132	18	with	with	ADP
cana-2146	132	19	remarkable	remarkable	ADJ
cana-2146	132	20	precision	precision	NOUN
cana-2146	132	21	is	be	AUX
cana-2146	132	22	the	the	DET
cana-2146	132	23	prediction	prediction	NOUN
cana-2146	132	24	of	of	ADP
cana-2146	132	25	cancer	cancer	NOUN
cana-2146	132	26	prediction	prediction	NOUN
cana-2146	132	27	parameters	parameter	NOUN
cana-2146	132	28	.	.	PUNCT
cana-2146	133	1	rnns	rnns	PROPN
cana-2146	133	2	are	be	AUX
cana-2146	133	3	time	time	NOUN
cana-2146	133	4	series	series	PROPN
cana-2146	133	5	generative	generative	ADJ
cana-2146	133	6	functions	function	NOUN
cana-2146	133	7	.	.	PUNCT
cana-2146	134	1	this	this	DET
cana-2146	134	2	state	state	NOUN
cana-2146	134	3	-	-	PUNCT
cana-2146	134	4	ofthe	ofthe	NOUN
cana-2146	134	5	-	-	PUNCT
cana-2146	134	6	art	art	NOUN
cana-2146	134	7	deep	deep	ADJ
cana-2146	134	8	learning	learning	NOUN
cana-2146	134	9	method	method	NOUN
cana-2146	134	10	is	be	AUX
cana-2146	134	11	the	the	DET
cana-2146	134	12	best	good	ADJ
cana-2146	134	13	for	for	ADP
cana-2146	134	14	learning	learn	VERB
cana-2146	134	15	different	different	ADJ
cana-2146	134	16	features	feature	NOUN
cana-2146	134	17	in	in	ADP
cana-2146	134	18	a	a	DET
cana-2146	134	19	sequential	sequential	ADJ
cana-2146	134	20	order	order	NOUN
cana-2146	134	21	.	.	PUNCT
cana-2146	135	1	the	the	DET
cana-2146	135	2	prediction	prediction	NOUN
cana-2146	135	3	of	of	ADP
cana-2146	135	4	p	p	NOUN
cana-2146	135	5	-	-	PUNCT
cana-2146	135	6	glycoprotein	glycoprotein	NOUN
cana-2146	135	7	medications	medication	NOUN
cana-2146	135	8	based	base	VERB
cana-2146	135	9	on	on	ADP
cana-2146	135	10	cancer	cancer	NOUN
cana-2146	135	11	and	and	CCONJ
cana-2146	135	12	the	the	DET
cana-2146	135	13	exchange	exchange	NOUN
cana-2146	135	14	of	of	ADP
cana-2146	135	15	data	datum	NOUN
cana-2146	135	16	sets	set	NOUN
cana-2146	135	17	containing	contain	VERB
cana-2146	135	18	cancer	cancer	NOUN
cana-2146	135	19	drugs	drug	NOUN
cana-2146	135	20	are	be	AUX
cana-2146	135	21	two	two	NUM
cana-2146	135	22	of	of	ADP
cana-2146	135	23	the	the	DET
cana-2146	135	24	many	many	ADJ
cana-2146	135	25	applications	application	NOUN
cana-2146	135	26	for	for	ADP
cana-2146	135	27	rnns	rnn	NOUN
cana-2146	135	28	.	.	PUNCT
cana-2146	136	1	in	in	ADP
cana-2146	136	2	figure	figure	NOUN
cana-2146	136	3	1	1	NUM
cana-2146	136	4	,	,	PUNCT
cana-2146	136	5	we	we	PRON
cana-2146	136	6	can	can	AUX
cana-2146	136	7	see	see	VERB
cana-2146	136	8	the	the	DET
cana-2146	136	9	fundamental	fundamental	ADJ
cana-2146	136	10	architecture	architecture	NOUN
cana-2146	136	11	of	of	ADP
cana-2146	136	12	the	the	DET
cana-2146	136	13	rnn	rnn	PROPN
cana-2146	136	14	.	.	PUNCT
cana-2146	137	1	figure	figure	NOUN
cana-2146	137	2	2	2	NUM
cana-2146	137	3	:	:	PUNCT
cana-2146	137	4	recurrent	recurrent	ADJ
cana-2146	137	5	neural	neural	ADJ
cana-2146	137	6	network	network	NOUN
cana-2146	137	7	representation	representation	NOUN
cana-2146	137	8	for	for	ADP
cana-2146	137	9	p	p	NOUN
cana-2146	137	10	-	-	PUNCT
cana-2146	137	11	glycoprotein	glycoprotein	NOUN
cana-2146	137	12	drug	drug	NOUN
cana-2146	137	13	prediction	prediction	NOUN
cana-2146	137	14	.	.	PUNCT
cana-2146	138	1	figure	figure	NOUN
cana-2146	138	2	2	2	NUM
cana-2146	138	3	shows	show	VERB
cana-2146	138	4	that	that	SCONJ
cana-2146	138	5	the	the	DET
cana-2146	138	6	hidden	hidden	ADJ
cana-2146	138	7	state	state	NOUN
cana-2146	138	8	prediction	prediction	NOUN
cana-2146	138	9	follows	follow	VERB
cana-2146	138	10	each	each	DET
cana-2146	138	11	time	time	NOUN
cana-2146	138	12	step	step	NOUN
cana-2146	138	13	's	's	PART
cana-2146	138	14	output	output	NOUN
cana-2146	138	15	computation	computation	NOUN
cana-2146	138	16	,	,	PUNCT
cana-2146	138	17	with	with	ADP
cana-2146	138	18	x	x	PROPN
cana-2146	138	19	,	,	PUNCT
cana-2146	138	20	s	s	X
cana-2146	138	21	,	,	PUNCT
cana-2146	138	22	and	and	CCONJ
cana-2146	138	23	0	0	NUM
cana-2146	138	24	representing	represent	VERB
cana-2146	138	25	the	the	DET
cana-2146	138	26	input	input	NOUN
cana-2146	138	27	and	and	CCONJ
cana-2146	138	28	hidden	hidden	ADJ
cana-2146	138	29	nodes	node	NOUN
cana-2146	138	30	,	,	PUNCT
cana-2146	138	31	respectively	respectively	ADV
cana-2146	138	32	.	.	PUNCT
cana-2146	139	1	the	the	DET
cana-2146	139	2	weights	weight	NOUN
cana-2146	139	3	of	of	ADP
cana-2146	139	4	the	the	DET
cana-2146	139	5	shared	share	VERB
cana-2146	139	6	matrices	matrix	NOUN
cana-2146	139	7	w	w	PROPN
cana-2146	139	8	,	,	PUNCT
cana-2146	139	9	v	v	NOUN
cana-2146	139	10	,	,	PUNCT
cana-2146	139	11	and	and	CCONJ
cana-2146	139	12	u	u	NOUN
cana-2146	139	13	are	be	AUX
cana-2146	139	14	used	use	VERB
cana-2146	139	15	to	to	PART
cana-2146	139	16	perform	perform	VERB
cana-2146	139	17	inside	inside	ADV
cana-2146	139	18	-	-	PUNCT
cana-2146	139	19	hidden	hide	VERB
cana-2146	139	20	processing	processing	NOUN
cana-2146	139	21	on	on	ADP
cana-2146	139	22	all	all	DET
cana-2146	139	23	time	time	NOUN
cana-2146	139	24	series	series	NOUN
cana-2146	139	25	,	,	PUNCT
cana-2146	139	26	as	as	ADV
cana-2146	139	27	well	well	ADV
cana-2146	139	28	as	as	ADP
cana-2146	139	29	input	input	NOUN
cana-2146	139	30	-	-	PUNCT
cana-2146	139	31	to	to	AUX
cana-2146	139	32	-	-	PUNCT
cana-2146	139	33	hidden	hide	VERB
cana-2146	139	34	and	and	CCONJ
cana-2146	139	35	output	output	NOUN
cana-2146	139	36	-	-	PUNCT
cana-2146	139	37	to	to	ADP
cana-2146	139	38	-	-	PUNCT
cana-2146	139	39	hidden	hide	VERB
cana-2146	139	40	operations	operation	NOUN
cana-2146	139	41	.	.	PUNCT
cana-2146	140	1	plat	plat	ADJ
cana-2146	140	2	cancer	cancer	NOUN
cana-2146	140	3	drug	drug	NOUN
cana-2146	140	4	data	datum	NOUN
cana-2146	140	5	set	set	VERB
cana-2146	140	6	data	datum	NOUN
cana-2146	140	7	presented	present	VERB
cana-2146	140	8	in	in	ADP
cana-2146	140	9	real	real	ADJ
cana-2146	140	10	time	time	NOUN
cana-2146	140	11	processing	processing	NOUN
cana-2146	140	12	uses	use	VERB
cana-2146	140	13	three	three	NUM
cana-2146	140	14	distinct	distinct	ADJ
cana-2146	140	15	models	model	NOUN
cana-2146	140	16	:	:	PUNCT
cana-2146	140	17	a	a	DET
cana-2146	140	18	basic	basic	ADJ
cana-2146	140	19	model	model	NOUN
cana-2146	140	20	,	,	PUNCT
cana-2146	140	21	a	a	DET
cana-2146	140	22	long	long	ADJ
cana-2146	140	23	short	short	ADJ
cana-2146	140	24	-	-	PUNCT
cana-2146	140	25	term	term	NOUN
cana-2146	140	26	memory	memory	NOUN
cana-2146	140	27	(	(	PUNCT
cana-2146	140	28	lstm	lstm	NOUN
cana-2146	140	29	)	)	PUNCT
cana-2146	140	30	model	model	NOUN
cana-2146	140	31	,	,	PUNCT
cana-2146	140	32	and	and	CCONJ
cana-2146	140	33	a	a	DET
cana-2146	140	34	gru	gru	NOUN
cana-2146	140	35	model	model	NOUN
cana-2146	140	36	.	.	PUNCT
cana-2146	141	1	to	to	PART
cana-2146	141	2	classify	classify	VERB
cana-2146	141	3	multi	multi	ADJ
cana-2146	141	4	-	-	ADJ
cana-2146	141	5	labeled	label	VERB
cana-2146	141	6	data	datum	NOUN
cana-2146	141	7	and	and	CCONJ
cana-2146	141	8	reduce	reduce	VERB
cana-2146	141	9	the	the	DET
cana-2146	141	10	number	number	NOUN
cana-2146	141	11	of	of	ADP
cana-2146	141	12	tensor	tensor	NOUN
cana-2146	141	13	operations	operation	NOUN
cana-2146	141	14	(	(	PUNCT
cana-2146	141	15	update	update	NOUN
cana-2146	141	16	and	and	CCONJ
cana-2146	141	17	reset	reset	NOUN
cana-2146	141	18	)	)	PUNCT
cana-2146	141	19	,	,	PUNCT
cana-2146	141	20	our	our	PRON
cana-2146	141	21	strategy	strategy	NOUN
cana-2146	141	22	uses	use	VERB
cana-2146	141	23	the	the	DET
cana-2146	141	24	gru	gru	NOUN
cana-2146	141	25	model	model	NOUN
cana-2146	141	26	instead	instead	ADV
cana-2146	141	27	of	of	ADP
cana-2146	141	28	the	the	DET
cana-2146	141	29	lstm	lstm	PROPN
cana-2146	141	30	model	model	NOUN
cana-2146	141	31	.	.	PUNCT
cana-2146	142	1	here	here	ADV
cana-2146	142	2	are	be	AUX
cana-2146	142	3	the	the	DET
cana-2146	142	4	characteristics	characteristic	NOUN
cana-2146	142	5	and	and	CCONJ
cana-2146	142	6	operations	operation	NOUN
cana-2146	142	7	of	of	ADP
cana-2146	142	8	tensor	tensor	NOUN
cana-2146	142	9	cells	cell	NOUN
cana-2146	142	10	:	:	PUNCT
cana-2146	142	11	the	the	DET
cana-2146	142	12	gru	gru	NOUN
cana-2146	142	13	represents	represent	VERB
cana-2146	142	14	more	more	ADJ
cana-2146	142	15	cell	cell	NOUN
cana-2146	142	16	equations	equation	NOUN
cana-2146	142	17	,	,	PUNCT
cana-2146	142	18	which	which	PRON
cana-2146	142	19	include	include	VERB
cana-2146	142	20	the	the	DET
cana-2146	142	21	following	follow	VERB
cana-2146	142	22	:	:	PUNCT
cana-2146	142	23	update	update	NOUN
cana-2146	142	24	(	(	PUNCT
cana-2146	142	25	zt	zt	PROPN
cana-2146	142	26	)	)	PUNCT
cana-2146	142	27	,	,	PUNCT
cana-2146	142	28	reset	reset	NOUN
cana-2146	142	29	(	(	PUNCT
cana-2146	142	30	rt	rt	NOUN
cana-2146	142	31	)	)	PUNCT
cana-2146	142	32	,	,	PUNCT
cana-2146	142	33	and	and	CCONJ
cana-2146	142	34	hidden	hidden	ADJ
cana-2146	142	35	state	state	NOUN
cana-2146	142	36	(	(	PUNCT
cana-2146	142	37	ht	ht	PROPN
cana-2146	142	38	)	)	PUNCT
cana-2146	143	1	1	1	NUM
cana-2146	143	2	1	1	NUM
cana-2146	143	3	1	1	NUM
cana-2146	143	4	1	1	NUM
cana-2146	143	5	(	(	PUNCT
cana-2146	143	6	*	*	PUNCT
cana-2146	143	7	[	[	PUNCT
cana-2146	143	8	,	,	PUNCT
cana-2146	143	9	]	]	PUNCT
cana-2146	143	10	)	)	PUNCT
cana-2146	144	1	(	(	PUNCT
cana-2146	144	2	*	*	PUNCT
cana-2146	144	3	[	[	PUNCT
cana-2146	144	4	,	,	PUNCT
cana-2146	144	5	]	]	PUNCT
cana-2146	144	6	)	)	PUNCT
cana-2146	144	7	tanh	tanh	NOUN
cana-2146	144	8	(	(	PUNCT
cana-2146	144	9	*	*	PUNCT
cana-2146	144	10	[	[	PUNCT
cana-2146	144	11	,	,	PUNCT
cana-2146	144	12	]	]	PUNCT
cana-2146	144	13	)	)	PUNCT
cana-2146	144	14	)	)	PUNCT
cana-2146	145	1	*	*	PUNCT
cana-2146	145	2	(	(	PUNCT
cana-2146	145	3	1	1	NUM
cana-2146	145	4	)	)	PUNCT
cana-2146	145	5	*	*	PUNCT
cana-2146	146	1	t	t	NOUN
cana-2146	146	2	r	r	NOUN
cana-2146	146	3	t	t	NOUN
cana-2146	146	4	t	t	NOUN
cana-2146	146	5	r	r	NOUN
cana-2146	146	6	t	t	NOUN
cana-2146	146	7	r	r	NOUN
cana-2146	146	8	t	t	PROPN
cana-2146	146	9	t	t	PROPN
cana-2146	146	10	z	z	PROPN
cana-2146	146	11	t	t	PROPN
cana-2146	146	12	t	t	PROPN
cana-2146	146	13	t	t	PROPN
cana-2146	146	14	t	t	PROPN
cana-2146	146	15	h	h	NOUN
cana-2146	146	16	t	t	PROPN
cana-2146	146	17	t	t	PROPN
cana-2146	146	18	t	t	PROPN
cana-2146	146	19	t	t	PROPN
cana-2146	147	1	t	t	PROPN
cana-2146	147	2	r	r	NOUN
cana-2146	147	3	w	w	PROPN
cana-2146	147	4	a	a	DET
cana-2146	147	5	h	h	NOUN
cana-2146	148	1	y	y	PROPN
cana-2146	148	2	z	z	PROPN
cana-2146	148	3	w	w	PROPN
cana-2146	148	4	a	a	DET
cana-2146	148	5	h	h	NOUN
cana-2146	149	1	y	y	NOUN
cana-2146	149	2	h	h	NOUN
cana-2146	149	3	r	r	NOUN
cana-2146	149	4	a	a	DET
cana-2146	149	5	h	h	NOUN
cana-2146	150	1	y	y	NOUN
cana-2146	150	2	h	h	NOUN
cana-2146	150	3	z	z	NOUN
cana-2146	150	4	h	h	NOUN
cana-2146	151	1	z	z	NOUN
cana-2146	151	2	h	h	NOUN
cana-2146	151	3			X
cana-2146	151	4			PROPN
cana-2146	151	5	−	−	ADP
cana-2146	151	6	−	−	NOUN
cana-2146	151	7	−	−	NOUN
cana-2146	152	1	−	−	PROPN
cana-2146	152	2	=	=	PUNCT
cana-2146	153	1	+	+	PUNCT
cana-2146	153	2	=	=	SYM
cana-2146	154	1	+	+	PUNCT
cana-2146	154	2	=	=	SYM
cana-2146	155	1	+	+	PUNCT
cana-2146	155	2	=	=	SYM
cana-2146	156	1	+	+	NUM
cana-2146	156	2	−	−	NUM
cana-2146	156	3	…	…	PUNCT
cana-2146	156	4	…	…	PUNCT
cana-2146	156	5	……	……	NOUN
cana-2146	156	6	……	……	NOUN
cana-2146	156	7	(	(	PUNCT
cana-2146	156	8	9	9	NUM
cana-2146	156	9	)	)	PUNCT
cana-2146	156	10	according	accord	VERB
cana-2146	156	11	to	to	ADP
cana-2146	156	12	what	what	PRON
cana-2146	156	13	was	be	AUX
cana-2146	156	14	said	say	VERB
cana-2146	156	15	earlier	early	ADV
cana-2146	156	16	,	,	PUNCT
cana-2146	156	17	the	the	DET
cana-2146	156	18	input	input	NOUN
cana-2146	156	19	and	and	CCONJ
cana-2146	156	20	output	output	NOUN
cana-2146	156	21	dependencies	dependency	NOUN
cana-2146	156	22	are	be	AUX
cana-2146	156	23	distributed	distribute	VERB
cana-2146	156	24	across	across	ADP
cana-2146	156	25	different	different	ADJ
cana-2146	156	26	time	time	NOUN
cana-2146	156	27	stamps	stamp	NOUN
cana-2146	156	28	.	.	PUNCT
cana-2146	157	1	our	our	PRON
cana-2146	157	2	implementation	implementation	NOUN
cana-2146	157	3	followed	follow	VERB
cana-2146	157	4	this	this	DET
cana-2146	157	5	procedure	procedure	NOUN
cana-2146	157	6	to	to	PART
cana-2146	157	7	measure	measure	VERB
cana-2146	157	8	multi	multi	ADJ
cana-2146	157	9	label	label	NOUN
cana-2146	157	10	inputs	input	NOUN
cana-2146	157	11	and	and	CCONJ
cana-2146	157	12	provides	provide	VERB
cana-2146	157	13	multi	multi	ADJ
cana-2146	157	14	label	label	NOUN
cana-2146	157	15	outputs	output	NOUN
cana-2146	157	16	using	use	VERB
cana-2146	157	17	data	datum	NOUN
cana-2146	157	18	from	from	ADP
cana-2146	157	19	various	various	ADJ
cana-2146	157	20	cancer	cancer	NOUN
cana-2146	157	21	drug	drug	NOUN
cana-2146	157	22	datasets	dataset	NOUN
cana-2146	157	23	.	.	PUNCT
cana-2146	158	1	3	3	X
cana-2146	158	2	.	.	NUM
cana-2146	158	3	proposed	propose	VERB
cana-2146	158	4	methodology	methodology	NOUN
cana-2146	158	5	the	the	DET
cana-2146	158	6	procedure	procedure	NOUN
cana-2146	158	7	for	for	ADP
cana-2146	158	8	creating	create	VERB
cana-2146	158	9	an	an	DET
cana-2146	158	10	nhhm	nhhm	NOUN
cana-2146	158	11	,	,	PUNCT
cana-2146	158	12	or	or	CCONJ
cana-2146	158	13	novel	novel	ADJ
cana-2146	158	14	heuristic	heuristic	ADJ
cana-2146	158	15	hybrid	hybrid	NOUN
cana-2146	158	16	model	model	NOUN
cana-2146	158	17	,	,	PUNCT
cana-2146	158	18	which	which	PRON
cana-2146	158	19	combines	combine	VERB
cana-2146	158	20	som	som	NOUN
cana-2146	158	21	and	and	CCONJ
cana-2146	158	22	rnn	rnn	PROPN
cana-2146	158	23	,	,	PUNCT
cana-2146	158	24	will	will	AUX
cana-2146	158	25	be	be	AUX
cana-2146	158	26	covered	cover	VERB
cana-2146	158	27	in	in	ADP
cana-2146	158	28	this	this	DET
cana-2146	158	29	section	section	NOUN
cana-2146	158	30	.	.	PUNCT
cana-2146	159	1	the	the	DET
cana-2146	159	2	similarity	similarity	NOUN
cana-2146	159	3	matrix	matrix	NOUN
cana-2146	159	4	that	that	PRON
cana-2146	159	5	maps	map	VERB
cana-2146	159	6	the	the	DET
cana-2146	159	7	cancer	cancer	NOUN
cana-2146	159	8	drug	drug	NOUN
cana-2146	159	9	to	to	ADP
cana-2146	159	10	protein	protein	NOUN
cana-2146	159	11	communications	communication	NOUN
cana-2146	159	12	on	on	ADP
cana-2146	159	13	applied	apply	VERB
cana-2146	159	14	nonlinear	nonlinear	ADJ
cana-2146	159	15	analysis	analysis	NOUN
cana-2146	159	16	issn	issn	NOUN
cana-2146	159	17	:	:	PUNCT
cana-2146	159	18	1074	1074	NUM
cana-2146	159	19	-	-	PUNCT
cana-2146	159	20	133x	133x	NUM
cana-2146	159	21	vol	vol	NOUN
cana-2146	159	22	32	32	NUM
cana-2146	159	23	no	no	NOUN
cana-2146	159	24	.	.	PUNCT
cana-2146	160	1	1s	1s	NUM
cana-2146	160	2	(	(	PUNCT
cana-2146	160	3	2025	2025	NUM
cana-2146	160	4	)	)	PUNCT
cana-2146	160	5	170	170	NUM
cana-2146	160	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-2146	160	7	sequences	sequence	NOUN
cana-2146	160	8	is	be	AUX
cana-2146	160	9	formed	form	VERB
cana-2146	160	10	using	use	VERB
cana-2146	160	11	som	som	NOUN
cana-2146	160	12	.	.	PUNCT
cana-2146	161	1	here	here	ADV
cana-2146	161	2	are	be	AUX
cana-2146	161	3	the	the	DET
cana-2146	161	4	modules	module	NOUN
cana-2146	161	5	that	that	PRON
cana-2146	161	6	make	make	VERB
cana-2146	161	7	up	up	ADP
cana-2146	161	8	the	the	DET
cana-2146	161	9	implemented	implement	VERB
cana-2146	161	10	approach	approach	NOUN
cana-2146	161	11	:	:	PUNCT
cana-2146	161	12	a	a	X
cana-2146	161	13	)	)	PUNCT
cana-2146	161	14	defining	define	VERB
cana-2146	161	15	the	the	DET
cana-2146	161	16	dataset	dataset	NOUN
cana-2146	161	17	b	b	NOUN
cana-2146	161	18	)	)	PUNCT
cana-2146	161	19	mapping	mapping	NOUN
cana-2146	161	20	the	the	DET
cana-2146	161	21	som	som	NOUN
cana-2146	161	22	c	c	NOUN
cana-2146	161	23	)	)	PUNCT
cana-2146	161	24	protein	protein	NOUN
cana-2146	161	25	interactions	interaction	NOUN
cana-2146	161	26	d	d	NOUN
cana-2146	161	27	)	)	PUNCT
cana-2146	161	28	interactions	interaction	NOUN
cana-2146	161	29	between	between	ADP
cana-2146	161	30	proteins	protein	NOUN
cana-2146	161	31	and	and	CCONJ
cana-2146	161	32	drugs	drug	NOUN
cana-2146	161	33	the	the	DET
cana-2146	161	34	forecasting	forecasting	NOUN
cana-2146	161	35	of	of	ADP
cana-2146	161	36	drugs	drug	NOUN
cana-2146	161	37	informational	informational	ADJ
cana-2146	161	38	summary	summary	NOUN
cana-2146	161	39	:	:	PUNCT
cana-2146	161	40	we	we	PRON
cana-2146	161	41	take	take	VERB
cana-2146	161	42	our	our	PRON
cana-2146	161	43	cue	cue	NOUN
cana-2146	161	44	from	from	ADP
cana-2146	161	45	npinter	npinter	ADJ
cana-2146	161	46	v2.055	v2.055	NOUN
cana-2146	161	47	,	,	PUNCT
cana-2146	161	48	a	a	DET
cana-2146	161	49	database	database	NOUN
cana-2146	161	50	that	that	PRON
cana-2146	161	51	records	record	VERB
cana-2146	161	52	confirmed	confirm	VERB
cana-2146	161	53	interactions	interaction	NOUN
cana-2146	161	54	between	between	ADP
cana-2146	161	55	ncrnas	ncrna	NOUN
cana-2146	161	56	and	and	CCONJ
cana-2146	161	57	a	a	DET
cana-2146	161	58	wide	wide	ADJ
cana-2146	161	59	range	range	NOUN
cana-2146	161	60	of	of	ADP
cana-2146	161	61	biomolecules	biomolecule	NOUN
cana-2146	161	62	,	,	PUNCT
cana-2146	161	63	such	such	ADJ
cana-2146	161	64	as	as	ADP
cana-2146	161	65	genomic	genomic	ADJ
cana-2146	161	66	dnas	dna	NOUN
cana-2146	161	67	,	,	PUNCT
cana-2146	161	68	proteins	protein	NOUN
cana-2146	161	69	,	,	PUNCT
cana-2146	161	70	and	and	CCONJ
cana-2146	161	71	rnas	rna	NOUN
cana-2146	161	72	.	.	PUNCT
cana-2146	162	1	in	in	ADP
cana-2146	162	2	this	this	DET
cana-2146	162	3	database	database	NOUN
cana-2146	162	4	,	,	PUNCT
cana-2146	162	5	we	we	PRON
cana-2146	162	6	discovered	discover	VERB
cana-2146	162	7	the	the	DET
cana-2146	162	8	essential	essential	ADJ
cana-2146	162	9	ncrna	ncrna	NOUN
cana-2146	162	10	-	-	PUNCT
cana-2146	162	11	protein	protein	NOUN
cana-2146	162	12	interactions	interaction	NOUN
cana-2146	162	13	.	.	PUNCT
cana-2146	163	1	based	base	VERB
cana-2146	163	2	on	on	ADP
cana-2146	163	3	our	our	PRON
cana-2146	163	4	search	search	NOUN
cana-2146	163	5	through	through	ADP
cana-2146	163	6	noncode	noncode	NOUN
cana-2146	163	7	,	,	PUNCT
cana-2146	163	8	we	we	PRON
cana-2146	163	9	were	be	AUX
cana-2146	163	10	able	able	ADJ
cana-2146	163	11	to	to	PART
cana-2146	163	12	identify	identify	VERB
cana-2146	163	13	human	human	ADJ
cana-2146	163	14	g	g	NOUN
cana-2146	163	15	-	-	PUNCT
cana-2146	163	16	glycoproteins	glycoprotein	NOUN
cana-2146	163	17	that	that	PRON
cana-2146	163	18	are	be	AUX
cana-2146	163	19	known	know	VERB
cana-2146	163	20	to	to	PART
cana-2146	163	21	interact	interact	VERB
cana-2146	163	22	with	with	ADP
cana-2146	163	23	other	other	ADJ
cana-2146	163	24	g	g	NOUN
cana-2146	163	25	-	-	PUNCT
cana-2146	163	26	glycoproteins.56	glycoproteins.56	NOUN
cana-2146	163	27	;	;	PUNCT
cana-2146	163	28	57	57	NUM
cana-2146	163	29	we	we	PRON
cana-2146	163	30	were	be	AUX
cana-2146	163	31	able	able	ADJ
cana-2146	163	32	to	to	PART
cana-2146	163	33	compile	compile	VERB
cana-2146	163	34	141,353	141,353	NUM
cana-2146	163	35	g	g	NOUN
cana-2146	163	36	-	-	PUNCT
cana-2146	163	37	glycoprotein	glycoprotein	NOUN
cana-2146	163	38	sequences	sequence	NOUN
cana-2146	163	39	according	accord	VERB
cana-2146	163	40	to	to	ADP
cana-2146	163	41	noncode	noncode	NOUN
cana-2146	163	42	4.0	4.0	NUM
cana-2146	163	43	.	.	PUNCT
cana-2146	164	1	a	a	DET
cana-2146	164	2	dataset	dataset	NOUN
cana-2146	164	3	of	of	ADP
cana-2146	164	4	4,158	4,158	NUM
cana-2146	164	5	g	g	NOUN
cana-2146	164	6	-	-	PUNCT
cana-2146	164	7	glycoprotein	glycoprotein	NOUN
cana-2146	164	8	-	-	PUNCT
cana-2146	164	9	protein	protein	NOUN
cana-2146	164	10	interactions	interaction	NOUN
cana-2146	164	11	with	with	ADP
cana-2146	164	12	a	a	DET
cana-2146	164	13	high	high	ADJ
cana-2146	164	14	degree	degree	NOUN
cana-2146	164	15	of	of	ADP
cana-2146	164	16	certainty	certainty	NOUN
cana-2146	164	17	was	be	AUX
cana-2146	164	18	obtained	obtain	VERB
cana-2146	164	19	after	after	ADP
cana-2146	164	20	990	990	NUM
cana-2146	164	21	g	g	NOUN
cana-2146	164	22	-	-	PUNCT
cana-2146	164	23	glycoproteins	glycoprotein	NOUN
cana-2146	164	24	and	and	CCONJ
cana-2146	164	25	27	27	NUM
cana-2146	164	26	proteins	protein	NOUN
cana-2146	164	27	were	be	AUX
cana-2146	164	28	screened	screen	VERB
cana-2146	164	29	out	out	ADP
cana-2146	164	30	,	,	PUNCT
cana-2146	164	31	along	along	ADP
cana-2146	164	32	with	with	ADP
cana-2146	164	33	lowquality	lowquality	NOUN
cana-2146	164	34	g	g	NOUN
cana-2146	164	35	-	-	PUNCT
cana-2146	164	36	glycoprotein	glycoprotein	NOUN
cana-2146	164	37	sequences	sequence	NOUN
cana-2146	164	38	that	that	PRON
cana-2146	164	39	did	do	AUX
cana-2146	164	40	not	not	PART
cana-2146	164	41	belong	belong	VERB
cana-2146	164	42	to	to	ADP
cana-2146	164	43	humans.number	humans.number	PROPN
cana-2146	164	44	of	of	ADP
cana-2146	164	45	58,59	58,59	NOUN
cana-2146	164	46	when	when	SCONJ
cana-2146	164	47	we	we	PRON
cana-2146	164	48	used	use	VERB
cana-2146	164	49	reliable	reliable	ADJ
cana-2146	164	50	datasets	dataset	NOUN
cana-2146	164	51	,	,	PUNCT
cana-2146	164	52	our	our	PRON
cana-2146	164	53	method	method	NOUN
cana-2146	164	54	performed	perform	VERB
cana-2146	164	55	better	well	ADV
cana-2146	164	56	after	after	SCONJ
cana-2146	164	57	we	we	PRON
cana-2146	164	58	removed	remove	VERB
cana-2146	164	59	g	g	NOUN
cana-2146	164	60	-	-	PUNCT
cana-2146	164	61	glycoproteins	glycoprotein	NOUN
cana-2146	164	62	that	that	PRON
cana-2146	164	63	were	be	AUX
cana-2146	164	64	only	only	ADV
cana-2146	164	65	linked	link	VERB
cana-2146	164	66	to	to	ADP
cana-2146	164	67	one	one	NUM
cana-2146	164	68	protein	protein	NOUN
cana-2146	164	69	and	and	CCONJ
cana-2146	164	70	proteins	protein	NOUN
cana-2146	164	71	that	that	PRON
cana-2146	164	72	were	be	AUX
cana-2146	164	73	only	only	ADV
cana-2146	164	74	linked	link	VERB
cana-2146	164	75	to	to	ADP
cana-2146	164	76	one	one	NUM
cana-2146	164	77	g	g	NOUN
cana-2146	164	78	-	-	PUNCT
cana-2146	164	79	glycoprotein	glycoprotein	NOUN
cana-2146	164	80	.	.	PUNCT
cana-2146	165	1	mapping	mapping	NOUN
cana-2146	165	2	of	of	ADP
cana-2146	165	3	similarity	similarity	NOUN
cana-2146	165	4	matrixes	matrix	NOUN
cana-2146	165	5	using	use	VERB
cana-2146	165	6	som	som	NOUN
cana-2146	165	7	:	:	PUNCT
cana-2146	165	8	for	for	ADP
cana-2146	165	9	every	every	DET
cana-2146	165	10	pair	pair	NOUN
cana-2146	165	11	of	of	ADP
cana-2146	165	12	g	g	NOUN
cana-2146	165	13	-	-	PUNCT
cana-2146	165	14	glycoproteins	glycoprotein	NOUN
cana-2146	165	15	,	,	PUNCT
cana-2146	165	16	we	we	PRON
cana-2146	165	17	used	use	VERB
cana-2146	165	18	it	it	PRON
cana-2146	165	19	to	to	PART
cana-2146	165	20	find	find	VERB
cana-2146	165	21	out	out	ADP
cana-2146	165	22	how	how	SCONJ
cana-2146	165	23	similar	similar	ADJ
cana-2146	165	24	they	they	PRON
cana-2146	165	25	were	be	AUX
cana-2146	165	26	.	.	PUNCT
cana-2146	166	1	a	a	DET
cana-2146	166	2	pair	pair	NOUN
cana-2146	166	3	of	of	ADP
cana-2146	166	4	gglycoproteins	gglycoprotein	NOUN
cana-2146	166	5	,	,	PUNCT
cana-2146	166	6	denoted	denote	VERB
cana-2146	166	7	as	as	ADP
cana-2146	166	8	lsm	lsm	PROPN
cana-2146	166	9	(	(	PUNCT
cana-2146	166	10	li	li	PROPN
cana-2146	166	11	;	;	PUNCT
cana-2146	166	12	lj	lj	PROPN
cana-2146	166	13	)	)	PUNCT
cana-2146	166	14	,	,	PUNCT
cana-2146	166	15	represent	represent	VERB
cana-2146	166	16	the	the	DET
cana-2146	166	17	similarity	similarity	NOUN
cana-2146	166	18	score	score	NOUN
cana-2146	166	19	between	between	ADP
cana-2146	166	20	them	they	PRON
cana-2146	166	21	.	.	PUNCT
cana-2146	167	1	to	to	PART
cana-2146	167	2	determine	determine	VERB
cana-2146	167	3	the	the	DET
cana-2146	167	4	weights	weight	NOUN
cana-2146	167	5	for	for	ADP
cana-2146	167	6	each	each	DET
cana-2146	167	7	group	group	NOUN
cana-2146	167	8	in	in	ADP
cana-2146	167	9	lsm	lsm	PROPN
cana-2146	167	10	(	(	PUNCT
cana-2146	167	11	li	li	PROPN
cana-2146	167	12	;	;	PUNCT
cana-2146	167	13	lj	lj	PROPN
cana-2146	167	14	)	)	PUNCT
cana-2146	167	15	,	,	PUNCT
cana-2146	167	16	we	we	PRON
cana-2146	167	17	used	use	VERB
cana-2146	167	18	the	the	DET
cana-2146	167	19	following	follow	VERB
cana-2146	167	20	formula	formula	NOUN
cana-2146	167	21	.	.	PUNCT
cana-2146	168	1	where	where	SCONJ
cana-2146	168	2	sw(li	sw(li	NOUN
cana-2146	168	3	;	;	PUNCT
cana-2146	168	4	lj	lj	PROPN
cana-2146	168	5	)	)	PUNCT
cana-2146	168	6	is	be	AUX
cana-2146	168	7	the	the	DET
cana-2146	168	8	score	score	NOUN
cana-2146	168	9	based	base	VERB
cana-2146	168	10	on	on	ADP
cana-2146	168	11	som	som	NOUN
cana-2146	168	12	that	that	PRON
cana-2146	168	13	compares	compare	VERB
cana-2146	168	14	the	the	DET
cana-2146	168	15	sequences	sequence	NOUN
cana-2146	168	16	of	of	ADP
cana-2146	168	17	two	two	NUM
cana-2146	168	18	g	g	NOUN
cana-2146	168	19	-	-	PUNCT
cana-2146	168	20	glycoproteins	glycoprotein	NOUN
cana-2146	168	21	,	,	PUNCT
cana-2146	168	22	li	li	PROPN
cana-2146	168	23	and	and	CCONJ
cana-2146	168	24	lj	lj	PROPN
cana-2146	168	25	data	datum	NOUN
cana-2146	168	26	set	set	VERB
cana-2146	168	27	of	of	ADP
cana-2146	168	28	cancer	cancer	NOUN
cana-2146	168	29	drugs	drug	NOUN
cana-2146	168	30	derived	derive	VERB
cana-2146	168	31	from	from	ADP
cana-2146	168	32	various	various	ADJ
cana-2146	168	33	cancer	cancer	NOUN
cana-2146	168	34	cells	cell	NOUN
cana-2146	168	35	and	and	CCONJ
cana-2146	168	36	pglycoprotein	pglycoprotein	ADJ
cana-2146	168	37	sequences	sequence	NOUN
cana-2146	168	38	provided	provide	VERB
cana-2146	168	39	as	as	ADP
cana-2146	168	40	input	input	NOUN
cana-2146	168	41	.	.	PUNCT
cana-2146	169	1	results	result	NOUN
cana-2146	169	2	:	:	PUNCT
cana-2146	169	3	cancer	cancer	NOUN
cana-2146	169	4	cell	cell	NOUN
cana-2146	169	5	protein	protein	NOUN
cana-2146	169	6	-	-	PUNCT
cana-2146	169	7	based	base	VERB
cana-2146	169	8	medication	medication	NOUN
cana-2146	169	9	target	target	NOUN
cana-2146	169	10	identification	identification	NOUN
cana-2146	169	11	s1	s1	NOUN
cana-2146	169	12	:	:	PUNCT
cana-2146	169	13	assess	assess	VERB
cana-2146	169	14	dimensionality	dimensionality	NOUN
cana-2146	169	15	reduction	reduction	NOUN
cana-2146	169	16	using	use	VERB
cana-2146	169	17	the	the	DET
cana-2146	169	18	aforementioned	aforementioned	ADJ
cana-2146	169	19	method	method	NOUN
cana-2146	169	20	s2	s2	PROPN
cana-2146	169	21	:	:	PUNCT
cana-2146	169	22	use	use	VERB
cana-2146	169	23	relevant	relevant	ADJ
cana-2146	169	24	protein	protein	NOUN
cana-2146	169	25	features	feature	NOUN
cana-2146	169	26	to	to	PART
cana-2146	169	27	assess	assess	VERB
cana-2146	169	28	the	the	DET
cana-2146	169	29	explored	explore	VERB
cana-2146	169	30	sub	sub	ADJ
cana-2146	169	31	-	-	ADJ
cana-2146	169	32	cancerdrug	cancerdrug	ADJ
cana-2146	169	33	data	datum	NOUN
cana-2146	169	34	set	set	NOUN
cana-2146	169	35	's	's	PART
cana-2146	169	36	features	feature	NOUN
cana-2146	169	37	.	.	PUNCT
cana-2146	170	1	(	(	PUNCT
cana-2146	170	2	)	)	PUNCT
cana-2146	170	3	(	(	PUNCT
cana-2146	170	4	)	)	PUNCT
cana-2146	170	5			NOUN
cana-2146	170	6	|	|	NOUN
cana-2146	170	7	(	(	PUNCT
cana-2146	170	8	)	)	PUNCT
cana-2146	170	9	(	(	PUNCT
cana-2146	170	10	1	1	X
cana-2146	170	11	)	)	PUNCT
cana-2146	170	12	&	&	CCONJ
cana-2146	170	13	(	(	PUNCT
cana-2146	170	14	)	)	PUNCT
cana-2146	170	15	(	(	PUNCT
cana-2146	170	16	1)r	1)r	NUM
cana-2146	170	17	h	h	NOUN
cana-2146	170	18	a	a	DET
cana-2146	170	19	h	h	NOUN
cana-2146	170	20	a	a	DET
cana-2146	170	21	h	h	NOUN
cana-2146	170	22	a	a	DET
cana-2146	170	23	h	h	NOUN
cana-2146	170	24	a	a	DET
cana-2146	170	25	h=	h=	NOUN
cana-2146	171	1			INTJ
cana-2146	171	2	−	−	PROPN
cana-2146	172	1			VERB
cana-2146	173	1	+	+	CCONJ
cana-2146	173	2	this	this	PRON
cana-2146	173	3	is	be	AUX
cana-2146	173	4	where	where	SCONJ
cana-2146	173	5	the	the	DET
cana-2146	173	6	cancer	cancer	NOUN
cana-2146	173	7	-	-	PUNCT
cana-2146	173	8	based	base	VERB
cana-2146	173	9	p	p	NOUN
cana-2146	173	10	-	-	PUNCT
cana-2146	173	11	glycoprotein	glycoprotein	NOUN
cana-2146	173	12	drug	drug	NOUN
cana-2146	173	13	prediction	prediction	NOUN
cana-2146	173	14	region	region	NOUN
cana-2146	173	15	,	,	PUNCT
cana-2146	173	16	denoted	denote	VERB
cana-2146	173	17	as	as	ADP
cana-2146	173	18	r	r	NOUN
cana-2146	173	19	,	,	PUNCT
cana-2146	173	20	exists	exist	VERB
cana-2146	173	21	.	.	PUNCT
cana-2146	174	1	using	use	VERB
cana-2146	174	2	the	the	DET
cana-2146	174	3	classified	classified	ADJ
cana-2146	174	4	region	region	NOUN
cana-2146	174	5	's	's	PART
cana-2146	174	6	attribute	attribute	NOUN
cana-2146	174	7	locations	location	NOUN
cana-2146	174	8	,	,	PUNCT
cana-2146	174	9	determine	determine	VERB
cana-2146	174	10	the	the	DET
cana-2146	174	11	threshold	threshold	NOUN
cana-2146	174	12	for	for	ADP
cana-2146	174	13	all	all	DET
cana-2146	174	14	cancer	cancer	NOUN
cana-2146	174	15	subcancer	subcancer	NOUN
cana-2146	174	16	drug	drug	NOUN
cana-2146	174	17	datasets	dataset	NOUN
cana-2146	174	18	(	(	PUNCT
cana-2146	174	19	s3	s3	PROPN
cana-2146	174	20	)	)	PUNCT
cana-2146	174	21	(	(	PUNCT
cana-2146	174	22	)	)	PUNCT
cana-2146	174	23	(	(	PUNCT
cana-2146	174	24	)	)	PUNCT
cana-2146	174	25			NOUN
cana-2146	174	26	|	|	NOUN
cana-2146	174	27	(	(	PUNCT
cana-2146	174	28	)	)	PUNCT
cana-2146	174	29	(	(	PUNCT
cana-2146	174	30	1	1	X
cana-2146	174	31	)	)	PUNCT
cana-2146	174	32	&	&	CCONJ
cana-2146	174	33	&	&	CCONJ
cana-2146	174	34	(	(	PUNCT
cana-2146	174	35	)	)	PUNCT
cana-2146	174	36	(	(	PUNCT
cana-2146	174	37	1)k	1)k	NUM
cana-2146	174	38	h	h	NOUN
cana-2146	174	39	a	a	DET
cana-2146	174	40	h	h	NOUN
cana-2146	174	41	a	a	DET
cana-2146	174	42	h	h	NOUN
cana-2146	174	43	a	a	DET
cana-2146	174	44	h	h	NOUN
cana-2146	174	45	a	a	DET
cana-2146	174	46	h=	h=	NOUN
cana-2146	175	1			INTJ
cana-2146	175	2	−	−	PROPN
cana-2146	176	1			PROPN
cana-2146	177	1	+	+	CCONJ
cana-2146	177	2	based	base	VERB
cana-2146	177	3	on	on	ADP
cana-2146	177	4	the	the	DET
cana-2146	177	5	height	height	NOUN
cana-2146	177	6	and	and	CCONJ
cana-2146	177	7	weight	weight	NOUN
cana-2146	177	8	of	of	ADP
cana-2146	177	9	cancer	cancer	NOUN
cana-2146	177	10	subcancer	subcancer	PROPN
cana-2146	177	11	drug	drug	PROPN
cana-2146	177	12	dataset	dataset	NOUN
cana-2146	177	13	s4	s4	PROPN
cana-2146	177	14	let	let	VERB
cana-2146	177	15	k	k	PROPN
cana-2146	177	16	denote	denote	VERB
cana-2146	177	17	all	all	DET
cana-2146	177	18	attribute	attribute	NOUN
cana-2146	177	19	thresholds	threshold	NOUN
cana-2146	177	20	:	:	PUNCT
cana-2146	177	21	eliminate	eliminate	VERB
cana-2146	177	22	all	all	PRON
cana-2146	177	23	of	of	ADP
cana-2146	177	24	the	the	DET
cana-2146	177	25	background	background	NOUN
cana-2146	177	26	communications	communication	NOUN
cana-2146	177	27	on	on	ADP
cana-2146	177	28	applied	apply	VERB
cana-2146	177	29	nonlinear	nonlinear	ADJ
cana-2146	177	30	analysis	analysis	NOUN
cana-2146	177	31	issn	issn	NOUN
cana-2146	177	32	:	:	PUNCT
cana-2146	177	33	1074	1074	NUM
cana-2146	177	34	-	-	PUNCT
cana-2146	177	35	133x	133x	NUM
cana-2146	177	36	vol	vol	NOUN
cana-2146	177	37	32	32	NUM
cana-2146	177	38	no	no	NOUN
cana-2146	177	39	.	.	PUNCT
cana-2146	178	1	1s	1s	NUM
cana-2146	178	2	(	(	PUNCT
cana-2146	178	3	2025	2025	NUM
cana-2146	178	4	)	)	PUNCT
cana-2146	178	5	171	171	NUM
cana-2146	178	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-2146	178	7	properties	property	NOUN
cana-2146	178	8	.	.	PUNCT
cana-2146	179	1	(	(	PUNCT
cana-2146	179	2	1	1	X
cana-2146	179	3	)	)	PUNCT
cana-2146	179	4	(	(	PUNCT
cana-2146	179	5	1)a	1)a	NUM
cana-2146	179	6	h	h	NOUN
cana-2146	179	7	a	a	DET
cana-2146	179	8	h+	h+	X
cana-2146	179	9			NOUN
cana-2146	179	10	−	−	PROPN
cana-2146	179	11	s5	s5	PROPN
cana-2146	179	12	:	:	PUNCT
cana-2146	179	13	check	check	VERB
cana-2146	179	14	each	each	DET
cana-2146	179	15	foreground	foreground	NOUN
cana-2146	179	16	and	and	CCONJ
cana-2146	179	17	background	background	NOUN
cana-2146	179	18	attributes	attribute	VERB
cana-2146	179	19	values	value	NOUN
cana-2146	179	20	if	if	SCONJ
cana-2146	179	21	(	(	PUNCT
cana-2146	179	22	h	h	NOUN
cana-2146	179	23	is	be	AUX
cana-2146	179	24	high	high	ADJ
cana-2146	179	25	)	)	PUNCT
cana-2146	179	26	&	&	CCONJ
cana-2146	179	27	where	where	SCONJ
cana-2146	179	28	r	r	NOUN
cana-2146	179	29	=	=	SYM
cana-2146	179	30	r	r	NOUN
cana-2146	179	31	-	-	PUNCT
cana-2146	179	32	h	h	NOUN
cana-2146	179	33	;	;	PUNCT
cana-2146	179	34	if	if	SCONJ
cana-2146	179	35	(	(	PUNCT
cana-2146	179	36	h	h	NOUN
cana-2146	179	37	is	be	AUX
cana-2146	179	38	low	low	ADJ
cana-2146	179	39	)	)	PUNCT
cana-2146	179	40	&	&	CCONJ
cana-2146	179	41	(	(	PUNCT
cana-2146	179	42	1	1	X
cana-2146	179	43	)	)	PUNCT
cana-2146	179	44	(	(	PUNCT
cana-2146	179	45	1)a	1)a	NUM
cana-2146	179	46	h	h	NOUN
cana-2146	179	47	a	a	DET
cana-2146	179	48	h+	h+	X
cana-2146	179	49			NOUN
cana-2146	179	50	−	−	PROPN
cana-2146	179	51	then	then	ADV
cana-2146	179	52	k	k	PROPN
cana-2146	179	53	=	=	PROPN
cana-2146	179	54	k-	k-	X
cana-2146	179	55	;	;	PUNCT
cana-2146	179	56	s6	s6	PROPN
cana-2146	179	57	:	:	PUNCT
cana-2146	179	58	using	use	VERB
cana-2146	179	59	the	the	DET
cana-2146	179	60	interaction	interaction	NOUN
cana-2146	179	61	values	value	NOUN
cana-2146	179	62	,	,	PUNCT
cana-2146	179	63	we	we	PRON
cana-2146	179	64	assessed	assess	VERB
cana-2146	179	65	and	and	CCONJ
cana-2146	179	66	represented	represent	VERB
cana-2146	179	67	all	all	DET
cana-2146	179	68	attributes	attribute	NOUN
cana-2146	179	69	in	in	ADP
cana-2146	179	70	the	the	DET
cana-2146	179	71	sub	sub	NOUN
cana-2146	179	72	cancer	cancer	NOUN
cana-2146	179	73	medication	medication	NOUN
cana-2146	179	74	dataset	dataset	NOUN
cana-2146	179	75	.	.	PUNCT
cana-2146	180	1	1	1	NUM
cana-2146	180	2	2	2	NUM
cana-2146	180	3	3{[1	3{[1	NUM
cana-2146	180	4	,	,	PUNCT
cana-2146	180	5	]	]	PUNCT
cana-2146	180	6	,	,	PUNCT
cana-2146	180	7	[	[	X
cana-2146	180	8	2	2	NUM
cana-2146	180	9	,	,	PUNCT
cana-2146	180	10	]	]	PUNCT
cana-2146	180	11	,	,	PUNCT
cana-2146	180	12	[	[	X
cana-2146	180	13	3	3	NUM
cana-2146	180	14	,	,	PUNCT
cana-2146	180	15	]	]	X
cana-2146	180	16	,	,	PUNCT
cana-2146	180	17	...	...	PUNCT
cana-2146	180	18	,	,	PUNCT
cana-2146	180	19	[	[	PUNCT
cana-2146	180	20	,	,	PUNCT
cana-2146	180	21	]	]	X
cana-2146	180	22	}	}	PUNCT
cana-2146	180	23	;	;	PUNCT
cana-2146	181	1	ni	ni	PROPN
cana-2146	181	2	i	i	PROPN
cana-2146	181	3	i	i	PRON
cana-2146	182	1	n	n	VERB
cana-2146	182	2	i	i	PRON
cana-2146	182	3	s7	s7	VERB
cana-2146	182	4	:	:	PUNCT
cana-2146	182	5	cancer	cancer	NOUN
cana-2146	182	6	-	-	PUNCT
cana-2146	182	7	based	base	VERB
cana-2146	182	8	p	p	NOUN
cana-2146	182	9	-	-	PUNCT
cana-2146	182	10	glycoprotein	glycoprotein	NOUN
cana-2146	182	11	drug	drug	NOUN
cana-2146	182	12	prediction	prediction	NOUN
cana-2146	182	13	using	use	VERB
cana-2146	182	14	sub	sub	NOUN
cana-2146	182	15	cancer	cancer	NOUN
cana-2146	182	16	drug	drug	NOUN
cana-2146	182	17	data	datum	NOUN
cana-2146	182	18	data	datum	NOUN
cana-2146	182	19	sets	set	VERB
cana-2146	182	20	1	1	NUM
cana-2146	182	21	2	2	NUM
cana-2146	182	22	3	3	NUM
cana-2146	182	23	|	|	ADV
cana-2146	182	24	|	|	ADV
cana-2146	182	25	,	,	PUNCT
cana-2146	182	26	,	,	PUNCT
cana-2146	182	27	,	,	PUNCT
cana-2146	182	28	...	...	PUNCT
cana-2146	182	29	,	,	PUNCT
cana-2146	183	1	np	np	INTJ
cana-2146	184	1	p	p	NOUN
cana-2146	184	2	p	p	X
cana-2146	184	3	p	p	NOUN
cana-2146	184	4	algorithm	algorithm	NOUN
cana-2146	184	5	1	1	NUM
cana-2146	184	6	procedure	procedure	NOUN
cana-2146	184	7	to	to	PART
cana-2146	184	8	predict	predict	VERB
cana-2146	184	9	cancerbased	cancerbase	VERB
cana-2146	184	10	p	p	NOUN
cana-2146	184	11	-	-	PUNCT
cana-2146	184	12	glycoprotein	glycoprotein	NOUN
cana-2146	184	13	drug	drug	NOUN
cana-2146	184	14	from	from	ADP
cana-2146	184	15	sub	sub	ADJ
cana-2146	184	16	-	-	ADJ
cana-2146	184	17	cancersubcancer	cancersubcancer	ADJ
cana-2146	184	18	drug	drug	NOUN
cana-2146	184	19	data	datum	NOUN
cana-2146	184	20	sets	set	NOUN
cana-2146	184	21	.	.	PUNCT
cana-2146	185	1	proteins	protein	NOUN
cana-2146	185	2	interact	interact	VERB
cana-2146	185	3	to	to	PART
cana-2146	185	4	calculate	calculate	VERB
cana-2146	185	5	protein	protein	NOUN
cana-2146	185	6	-	-	PUNCT
cana-2146	185	7	protein	protein	NOUN
cana-2146	185	8	similarity	similarity	NOUN
cana-2146	185	9	scores	score	NOUN
cana-2146	185	10	,	,	PUNCT
cana-2146	185	11	we	we	PRON
cana-2146	185	12	followed	follow	VERB
cana-2146	185	13	the	the	DET
cana-2146	185	14	same	same	ADJ
cana-2146	185	15	procedure	procedure	NOUN
cana-2146	185	16	as	as	ADP
cana-2146	185	17	for	for	ADP
cana-2146	185	18	p	p	NOUN
cana-2146	185	19	-	-	PUNCT
cana-2146	185	20	glycoproteins	glycoprotein	NOUN
cana-2146	185	21	and	and	CCONJ
cana-2146	185	22	used	use	VERB
cana-2146	185	23	the	the	DET
cana-2146	185	24	som	som	NOUN
cana-2146	185	25	based	base	VERB
cana-2146	185	26	calculation	calculation	NOUN
cana-2146	185	27	method	method	NOUN
cana-2146	185	28	.	.	PUNCT
cana-2146	186	1	the	the	DET
cana-2146	186	2	entity	entity	NOUN
cana-2146	186	3	psm	psm	NOUN
cana-2146	186	4	(	(	PUNCT
cana-2146	186	5	pi	pi	NOUN
cana-2146	186	6	;	;	PUNCT
cana-2146	186	7	pj	pj	PROPN
cana-2146	186	8	)	)	PUNCT
cana-2146	186	9	represents	represent	VERB
cana-2146	186	10	the	the	DET
cana-2146	186	11	degree	degree	NOUN
cana-2146	186	12	of	of	ADP
cana-2146	186	13	similarity	similarity	NOUN
cana-2146	186	14	between	between	ADP
cana-2146	186	15	proteins	protein	NOUN
cana-2146	186	16	pi	pi	NOUN
cana-2146	186	17	and	and	CCONJ
cana-2146	186	18	pj	pj	PROPN
cana-2146	186	19	,	,	PUNCT
cana-2146	186	20	and	and	CCONJ
cana-2146	186	21	it	it	PRON
cana-2146	186	22	is	be	AUX
cana-2146	186	23	used	use	VERB
cana-2146	186	24	to	to	PART
cana-2146	186	25	denote	denote	VERB
cana-2146	186	26	the	the	DET
cana-2146	186	27	protein	protein	NOUN
cana-2146	186	28	similarity	similarity	NOUN
cana-2146	186	29	matrix	matrix	NOUN
cana-2146	186	30	(	(	PUNCT
cana-2146	186	31	psm).the	psm).the	DET
cana-2146	186	32	psm	psm	NOUN
cana-2146	186	33	(	(	PUNCT
cana-2146	186	34	pi	pi	NOUN
cana-2146	186	35	;	;	PUNCT
cana-2146	186	36	pj	pj	PROPN
cana-2146	186	37	)	)	PUNCT
cana-2146	186	38	formula	formula	NOUN
cana-2146	186	39	is	be	AUX
cana-2146	186	40	as	as	SCONJ
cana-2146	186	41	follows	follow	VERB
cana-2146	186	42	:	:	PUNCT
cana-2146	186	43	it	it	PRON
cana-2146	186	44	is	be	AUX
cana-2146	186	45	shown	show	VERB
cana-2146	186	46	as	as	ADP
cana-2146	186	47	sw(pi	sw(pi	PROPN
cana-2146	186	48	;	;	PUNCT
cana-2146	186	49	pj	pj	PROPN
cana-2146	186	50	)	)	PUNCT
cana-2146	186	51	how	how	SCONJ
cana-2146	186	52	similar	similar	ADJ
cana-2146	186	53	the	the	DET
cana-2146	186	54	sequences	sequence	NOUN
cana-2146	186	55	of	of	ADP
cana-2146	186	56	proteins	protein	NOUN
cana-2146	186	57	pi	pi	NOUN
cana-2146	187	1	and	and	CCONJ
cana-2146	187	2	pj	pj	PROPN
cana-2146	187	3	are	be	AUX
cana-2146	187	4	according	accord	VERB
cana-2146	187	5	to	to	ADP
cana-2146	187	6	the	the	DET
cana-2146	187	7	som	som	NOUN
cana-2146	187	8	algorithm	algorithm	NOUN
cana-2146	187	9	.	.	PUNCT
cana-2146	188	1	relationships	relationship	NOUN
cana-2146	188	2	between	between	ADP
cana-2146	188	3	protein	protein	NOUN
cana-2146	188	4	-	-	PUNCT
cana-2146	188	5	based	base	VERB
cana-2146	188	6	drugs	drug	NOUN
cana-2146	188	7	we	we	PRON
cana-2146	188	8	used	use	VERB
cana-2146	188	9	the	the	DET
cana-2146	188	10	sequence	sequence	NOUN
cana-2146	188	11	similarity	similarity	NOUN
cana-2146	188	12	matrices	matrix	NOUN
cana-2146	188	13	to	to	PART
cana-2146	188	14	calculate	calculate	VERB
cana-2146	188	15	the	the	DET
cana-2146	188	16	interaction	interaction	NOUN
cana-2146	188	17	scores	score	NOUN
cana-2146	188	18	between	between	ADP
cana-2146	188	19	g	g	NOUN
cana-2146	188	20	-	-	PUNCT
cana-2146	188	21	glycoproteins	glycoprotein	NOUN
cana-2146	188	22	and	and	CCONJ
cana-2146	188	23	proteins	protein	NOUN
cana-2146	188	24	.	.	PUNCT
cana-2146	189	1	it	it	PRON
cana-2146	189	2	was	be	AUX
cana-2146	189	3	thus	thus	ADV
cana-2146	189	4	believed	believe	VERB
cana-2146	189	5	that	that	SCONJ
cana-2146	189	6	the	the	DET
cana-2146	189	7	adjacency	adjacency	NOUN
cana-2146	189	8	matrix	matrix	NOUN
cana-2146	189	9	y	y	PROPN
cana-2146	189	10	described	describe	VERB
cana-2146	189	11	the	the	DET
cana-2146	189	12	g	g	NOUN
cana-2146	189	13	-	-	PUNCT
cana-2146	189	14	glycoprotein	glycoprotein	NOUN
cana-2146	189	15	-	-	PUNCT
cana-2146	189	16	protein	protein	NOUN
cana-2146	189	17	relationships	relationship	NOUN
cana-2146	189	18	,	,	PUNCT
cana-2146	189	19	with	with	ADP
cana-2146	189	20	the	the	DET
cana-2146	189	21	entity	entity	NOUN
cana-2146	189	22	y	y	PROPN
cana-2146	189	23	(	(	PUNCT
cana-2146	189	24	li	li	PROPN
cana-2146	189	25	;	;	PUNCT
cana-2146	189	26	pj	pj	PROPN
cana-2146	189	27	)	)	PUNCT
cana-2146	189	28	being	be	AUX
cana-2146	189	29	1	1	NUM
cana-2146	189	30	if	if	SCONJ
cana-2146	189	31	g	g	NOUN
cana-2146	189	32	-	-	PUNCT
cana-2146	189	33	glycoprotein	glycoprotein	NOUN
cana-2146	189	34	li	li	NOUN
cana-2146	189	35	is	be	AUX
cana-2146	189	36	proven	prove	VERB
cana-2146	189	37	to	to	PART
cana-2146	189	38	be	be	AUX
cana-2146	189	39	associated	associate	VERB
cana-2146	189	40	to	to	ADP
cana-2146	189	41	the	the	DET
cana-2146	189	42	protein	protein	NOUN
cana-2146	189	43	pj	pj	PROPN
cana-2146	189	44	and	and	CCONJ
cana-2146	189	45	0	0	NUM
cana-2146	189	46	otherwise	otherwise	ADV
cana-2146	189	47	.	.	PUNCT
cana-2146	190	1	communications	communication	NOUN
cana-2146	190	2	on	on	ADP
cana-2146	190	3	applied	apply	VERB
cana-2146	190	4	nonlinear	nonlinear	ADJ
cana-2146	190	5	analysis	analysis	NOUN
cana-2146	190	6	issn	issn	NOUN
cana-2146	190	7	:	:	PUNCT
cana-2146	190	8	1074	1074	NUM
cana-2146	190	9	-	-	PUNCT
cana-2146	190	10	133x	133x	NUM
cana-2146	190	11	vol	vol	NOUN
cana-2146	190	12	32	32	NUM
cana-2146	190	13	no	no	NOUN
cana-2146	190	14	.	.	PUNCT
cana-2146	191	1	1s	1s	NUM
cana-2146	191	2	(	(	PUNCT
cana-2146	191	3	2025	2025	NUM
cana-2146	191	4	)	)	PUNCT
cana-2146	191	5	172	172	NUM
cana-2146	192	1	https://internationalpubls.com	https://internationalpubls.com	X
cana-2146	192	2	figure	figure	NOUN
cana-2146	192	3	3	3	NUM
cana-2146	192	4	.	.	PUNCT
cana-2146	192	5	process	process	NOUN
cana-2146	192	6	of	of	ADP
cana-2146	192	7	implemented	implement	VERB
cana-2146	192	8	approach	approach	NOUN
cana-2146	192	9	cancer	cancer	NOUN
cana-2146	192	10	prognosis	prognosis	NOUN
cana-2146	192	11	a	a	DET
cana-2146	192	12	p	p	ADJ
cana-2146	192	13	-	-	PUNCT
cana-2146	192	14	glycoprotein	glycoprotein	NOUN
cana-2146	192	15	drug	drug	NOUN
cana-2146	192	16	derived	derive	VERB
cana-2146	192	17	from	from	ADP
cana-2146	192	18	interactions	interaction	NOUN
cana-2146	192	19	with	with	ADP
cana-2146	192	20	proteins	protein	NOUN
cana-2146	192	21	figure	figure	NOUN
cana-2146	192	22	3	3	NUM
cana-2146	192	23	displays	display	VERB
cana-2146	192	24	the	the	DET
cana-2146	192	25	g	g	NOUN
cana-2146	192	26	-	-	PUNCT
cana-2146	192	27	glycoprotein	glycoprotein	NOUN
cana-2146	192	28	interaction	interaction	NOUN
cana-2146	192	29	matrix	matrix	NOUN
cana-2146	192	30	,	,	PUNCT
cana-2146	192	31	protein	protein	NOUN
cana-2146	192	32	similarity	similarity	NOUN
cana-2146	192	33	matrix	matrix	NOUN
cana-2146	192	34	,	,	PUNCT
cana-2146	192	35	and	and	CCONJ
cana-2146	192	36	gglycoprotein	gglycoprotein	PROPN
cana-2146	192	37	similarity	similarity	NOUN
cana-2146	192	38	matrix	matrix	NOUN
cana-2146	192	39	using	use	VERB
cana-2146	192	40	lpi	lpi	NOUN
cana-2146	192	41	-	-	PUNCT
cana-2146	192	42	bnpra	bnpra	NOUN
cana-2146	192	43	,	,	PUNCT
cana-2146	192	44	which	which	PRON
cana-2146	192	45	are	be	AUX
cana-2146	192	46	used	use	VERB
cana-2146	192	47	to	to	PART
cana-2146	192	48	compute	compute	VERB
cana-2146	192	49	g	g	NOUN
cana-2146	192	50	-	-	PUNCT
cana-2146	192	51	glycoprotein	glycoprotein	NOUN
cana-2146	192	52	interaction	interaction	NOUN
cana-2146	192	53	scores	score	NOUN
cana-2146	192	54	and	and	CCONJ
cana-2146	192	55	establish	establish	VERB
cana-2146	192	56	potential	potential	ADJ
cana-2146	192	57	g	g	NOUN
cana-2146	192	58	-	-	PUNCT
cana-2146	192	59	glycoprotein	glycoprotein	NOUN
cana-2146	192	60	-	-	PUNCT
cana-2146	192	61	protein	protein	NOUN
cana-2146	192	62	links	link	NOUN
cana-2146	192	63	.	.	PUNCT
cana-2146	193	1	using	use	VERB
cana-2146	193	2	agglomerative	agglomerative	ADJ
cana-2146	193	3	hierarchical	hierarchical	ADJ
cana-2146	193	4	clustering	clustering	NOUN
cana-2146	193	5	,	,	PUNCT
cana-2146	193	6	we	we	PRON
cana-2146	193	7	were	be	AUX
cana-2146	193	8	able	able	ADJ
cana-2146	193	9	to	to	PART
cana-2146	193	10	obtain	obtain	VERB
cana-2146	193	11	the	the	DET
cana-2146	193	12	bias	bias	NOUN
cana-2146	193	13	ratings	rating	NOUN
cana-2146	193	14	of	of	ADP
cana-2146	193	15	all	all	DET
cana-2146	193	16	gglycoproteins	gglycoprotein	NOUN
cana-2146	193	17	.	.	PUNCT
cana-2146	194	1	for	for	ADP
cana-2146	194	2	example	example	NOUN
cana-2146	194	3	,	,	PUNCT
cana-2146	194	4	many	many	ADJ
cana-2146	194	5	proteins	protein	NOUN
cana-2146	194	6	with	with	ADP
cana-2146	194	7	identical	identical	ADJ
cana-2146	194	8	sequence	sequence	NOUN
cana-2146	194	9	information	information	NOUN
cana-2146	194	10	find	find	VERB
cana-2146	194	11	a	a	DET
cana-2146	194	12	particular	particular	ADJ
cana-2146	194	13	gglycoproteinli	gglycoproteinli	NOUN
cana-2146	194	14	to	to	PART
cana-2146	194	15	be	be	AUX
cana-2146	194	16	relevant	relevant	ADJ
cana-2146	194	17	.	.	PUNCT
cana-2146	195	1	so	so	ADV
cana-2146	195	2	,	,	PUNCT
cana-2146	195	3	we	we	PRON
cana-2146	195	4	can	can	AUX
cana-2146	195	5	use	use	VERB
cana-2146	195	6	this	this	DET
cana-2146	195	7	information	information	NOUN
cana-2146	195	8	to	to	PART
cana-2146	195	9	create	create	VERB
cana-2146	195	10	bias	bias	NOUN
cana-2146	195	11	ratings	rating	NOUN
cana-2146	195	12	for	for	ADP
cana-2146	195	13	the	the	DET
cana-2146	195	14	proteins	protein	NOUN
cana-2146	195	15	that	that	PRON
cana-2146	195	16	contain	contain	VERB
cana-2146	195	17	these	these	DET
cana-2146	195	18	g	g	NOUN
cana-2146	195	19	-	-	PUNCT
cana-2146	195	20	glycoproteinli	glycoproteinli	NOUN
cana-2146	195	21	.	.	PUNCT
cana-2146	196	1	agglomerative	agglomerative	ADJ
cana-2146	196	2	hierarchical	hierarchical	ADJ
cana-2146	196	3	clustering	clustering	NOUN
cana-2146	196	4	is	be	AUX
cana-2146	196	5	a	a	DET
cana-2146	196	6	bottom	bottom	ADJ
cana-2146	196	7	-	-	PUNCT
cana-2146	196	8	up	up	ADP
cana-2146	196	9	approach	approach	NOUN
cana-2146	196	10	;	;	PUNCT
cana-2146	196	11	it	it	PRON
cana-2146	196	12	starts	start	VERB
cana-2146	196	13	by	by	ADP
cana-2146	196	14	treating	treat	VERB
cana-2146	196	15	proteins	protein	NOUN
cana-2146	196	16	(	(	PUNCT
cana-2146	196	17	or	or	CCONJ
cana-2146	196	18	gglycoproteins	gglycoprotein	NOUN
cana-2146	196	19	)	)	PUNCT
cana-2146	196	20	as	as	ADP
cana-2146	196	21	independent	independent	ADJ
cana-2146	196	22	clusters	cluster	NOUN
cana-2146	196	23	,	,	PUNCT
cana-2146	196	24	and	and	CCONJ
cana-2146	196	25	then	then	ADV
cana-2146	196	26	uses	use	VERB
cana-2146	196	27	the	the	DET
cana-2146	196	28	linkage	linkage	NOUN
cana-2146	196	29	criterion	criterion	NOUN
cana-2146	196	30	of	of	ADP
cana-2146	196	31	minimum	minimum	ADJ
cana-2146	196	32	variance	variance	NOUN
cana-2146	196	33	method	method	NOUN
cana-2146	196	34	to	to	PART
cana-2146	196	35	merge	merge	VERB
cana-2146	196	36	these	these	DET
cana-2146	196	37	individual	individual	ADJ
cana-2146	196	38	clusters	cluster	NOUN
cana-2146	196	39	.	.	PUNCT
cana-2146	197	1	the	the	DET
cana-2146	197	2	distance	distance	NOUN
cana-2146	197	3	between	between	ADP
cana-2146	197	4	two	two	NUM
cana-2146	197	5	g	g	NOUN
cana-2146	197	6	-	-	PUNCT
cana-2146	197	7	glycoproteins	glycoprotein	NOUN
cana-2146	197	8	,	,	PUNCT
cana-2146	197	9	denoted	denote	VERB
cana-2146	197	10	as	as	ADP
cana-2146	197	11	ld(li	ld(li	NOUN
cana-2146	197	12	;	;	PUNCT
cana-2146	197	13	lj	lj	PROPN
cana-2146	197	14	)	)	PUNCT
cana-2146	197	15	,	,	PUNCT
cana-2146	197	16	and	and	CCONJ
cana-2146	197	17	the	the	DET
cana-2146	197	18	distance	distance	NOUN
cana-2146	197	19	between	between	ADP
cana-2146	197	20	two	two	NUM
cana-2146	197	21	proteins	protein	NOUN
cana-2146	197	22	,	,	PUNCT
cana-2146	197	23	denoted	denote	VERB
cana-2146	197	24	as	as	ADP
cana-2146	197	25	pd(pi	pd(pi	NUM
cana-2146	197	26	;	;	PUNCT
cana-2146	197	27	pj	pj	PROPN
cana-2146	197	28	)	)	PUNCT
cana-2146	197	29	,	,	PUNCT
cana-2146	197	30	are	be	AUX
cana-2146	197	31	both	both	PRON
cana-2146	197	32	used	use	VERB
cana-2146	197	33	in	in	ADP
cana-2146	197	34	this	this	DET
cana-2146	197	35	context	context	NOUN
cana-2146	197	36	.	.	PUNCT
cana-2146	198	1	communications	communication	NOUN
cana-2146	198	2	on	on	ADP
cana-2146	198	3	applied	apply	VERB
cana-2146	198	4	nonlinear	nonlinear	ADJ
cana-2146	198	5	analysis	analysis	NOUN
cana-2146	198	6	issn	issn	NOUN
cana-2146	198	7	:	:	PUNCT
cana-2146	198	8	1074	1074	NUM
cana-2146	198	9	-	-	PUNCT
cana-2146	198	10	133x	133x	NUM
cana-2146	198	11	vol	vol	NOUN
cana-2146	198	12	32	32	NUM
cana-2146	198	13	no	no	NOUN
cana-2146	198	14	.	.	PUNCT
cana-2146	199	1	1s	1s	NUM
cana-2146	199	2	(	(	PUNCT
cana-2146	199	3	2025	2025	NUM
cana-2146	199	4	)	)	PUNCT
cana-2146	199	5	173	173	NUM
cana-2146	199	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-2146	199	7	there	there	PRON
cana-2146	199	8	are	be	VERB
cana-2146	199	9	many	many	ADJ
cana-2146	199	10	reliable	reliable	ADJ
cana-2146	199	11	groups	group	NOUN
cana-2146	199	12	at	at	ADP
cana-2146	199	13	the	the	DET
cana-2146	199	14	correct	correct	ADJ
cana-2146	199	15	threshold	threshold	NOUN
cana-2146	199	16	when	when	SCONJ
cana-2146	199	17	the	the	DET
cana-2146	199	18	hierarchical	hierarchical	ADJ
cana-2146	199	19	clustering	clustering	ADJ
cana-2146	199	20	tree	tree	NOUN
cana-2146	199	21	is	be	AUX
cana-2146	199	22	pruned	prune	VERB
cana-2146	199	23	.	.	PUNCT
cana-2146	200	1	repeatedly	repeatedly	ADV
cana-2146	200	2	using	use	VERB
cana-2146	200	3	loocv	loocv	NOUN
cana-2146	200	4	to	to	PART
cana-2146	200	5	conduct	conduct	VERB
cana-2146	200	6	the	the	DET
cana-2146	200	7	same	same	ADJ
cana-2146	200	8	experiments	experiment	NOUN
cana-2146	200	9	yields	yield	VERB
cana-2146	200	10	the	the	DET
cana-2146	200	11	same	same	ADJ
cana-2146	200	12	prediction	prediction	NOUN
cana-2146	200	13	results	result	NOUN
cana-2146	200	14	regardless	regardless	ADV
cana-2146	200	15	of	of	ADP
cana-2146	200	16	the	the	DET
cana-2146	200	17	threshold	threshold	NOUN
cana-2146	200	18	.	.	PUNCT
cana-2146	201	1	this	this	PRON
cana-2146	201	2	led	lead	VERB
cana-2146	201	3	us	we	PRON
cana-2146	201	4	to	to	ADP
cana-2146	201	5	the	the	DET
cana-2146	201	6	following	follow	VERB
cana-2146	201	7	computation	computation	NOUN
cana-2146	201	8	of	of	ADP
cana-2146	201	9	protein	protein	NOUN
cana-2146	201	10	pi	pi	NOUN
cana-2146	201	11	's	's	PART
cana-2146	201	12	bias	bias	NOUN
cana-2146	201	13	rating	rating	NOUN
cana-2146	201	14	in	in	ADP
cana-2146	201	15	comparison	comparison	NOUN
cana-2146	201	16	to	to	ADP
cana-2146	201	17	p	p	NOUN
cana-2146	201	18	-	-	PUNCT
cana-2146	201	19	glycoprotein	glycoprotein	NOUN
cana-2146	201	20	lj	lj	PROPN
cana-2146	201	21	:	:	PUNCT
cana-2146	201	22	:	:	PUNCT
cana-2146	201	23	here	here	ADV
cana-2146	201	24	,	,	PUNCT
cana-2146	201	25	ncr	ncr	PROPN
cana-2146	201	26	is	be	AUX
cana-2146	201	27	the	the	DET
cana-2146	201	28	number	number	NOUN
cana-2146	201	29	of	of	ADP
cana-2146	201	30	clusters	cluster	NOUN
cana-2146	201	31	that	that	PRON
cana-2146	201	32	contain	contain	VERB
cana-2146	201	33	p	p	NOUN
cana-2146	201	34	-	-	PUNCT
cana-2146	201	35	glycoprotein	glycoprotein	NOUN
cana-2146	201	36	lj	lj	NOUN
cana-2146	201	37	,	,	PUNCT
cana-2146	201	38	and	and	CCONJ
cana-2146	201	39	tpi	tpi	NOUN
cana-2146	201	40	is	be	AUX
cana-2146	201	41	the	the	DET
cana-2146	201	42	total	total	ADJ
cana-2146	201	43	number	number	NOUN
cana-2146	201	44	of	of	ADP
cana-2146	201	45	pglycoprotein	pglycoprotein	NOUN
cana-2146	201	46	that	that	PRON
cana-2146	201	47	are	be	AUX
cana-2146	201	48	somehow	somehow	ADV
cana-2146	201	49	related	relate	VERB
cana-2146	201	50	to	to	ADP
cana-2146	201	51	protein	protein	NOUN
cana-2146	201	52	pi.the	pi.the	DET
cana-2146	201	53	inclusion	inclusion	NOUN
cana-2146	201	54	of	of	ADP
cana-2146	201	55	protein	protein	NOUN
cana-2146	201	56	-	-	PUNCT
cana-2146	201	57	to	to	ADP
cana-2146	201	58	-	-	PUNCT
cana-2146	201	59	g	g	NOUN
cana-2146	201	60	-	-	PUNCT
cana-2146	201	61	glycoprotein	glycoprotein	NOUN
cana-2146	201	62	bias	bias	NOUN
cana-2146	201	63	scores	score	NOUN
cana-2146	201	64	allowed	allow	VERB
cana-2146	201	65	us	we	PRON
cana-2146	201	66	to	to	PART
cana-2146	201	67	complete	complete	VERB
cana-2146	201	68	the	the	DET
cana-2146	201	69	development	development	NOUN
cana-2146	201	70	of	of	ADP
cana-2146	201	71	the	the	DET
cana-2146	201	72	bias	bias	NOUN
cana-2146	201	73	-	-	PUNCT
cana-2146	201	74	rating	rate	VERB
cana-2146	201	75	score	score	NOUN
cana-2146	201	76	matrix	matrix	NOUN
cana-2146	201	77	.	.	PUNCT
cana-2146	202	1	so	so	ADV
cana-2146	202	2	,	,	PUNCT
cana-2146	202	3	we	we	PRON
cana-2146	202	4	can	can	AUX
cana-2146	202	5	propose	propose	VERB
cana-2146	202	6	the	the	DET
cana-2146	202	7	p	p	NOUN
cana-2146	202	8	-	-	PUNCT
cana-2146	202	9	glycoproteins	glycoprotein	NOUN
cana-2146	202	10	that	that	PRON
cana-2146	202	11	correspond	correspond	VERB
cana-2146	202	12	to	to	ADP
cana-2146	202	13	a	a	DET
cana-2146	202	14	given	give	VERB
cana-2146	202	15	protein	protein	NOUN
cana-2146	202	16	by	by	ADP
cana-2146	202	17	sorting	sort	VERB
cana-2146	202	18	the	the	DET
cana-2146	202	19	final	final	ADJ
cana-2146	202	20	resource	resource	NOUN
cana-2146	202	21	ratings	rating	NOUN
cana-2146	202	22	from	from	ADP
cana-2146	202	23	highest	high	ADJ
cana-2146	202	24	to	to	PART
cana-2146	202	25	lowest	low	ADJ
cana-2146	202	26	.	.	PUNCT
cana-2146	203	1	4	4	X
cana-2146	203	2	.	.	X
cana-2146	203	3	experimental	experimental	ADJ
cana-2146	203	4	evaluation	evaluation	NOUN
cana-2146	203	5	based	base	VERB
cana-2146	203	6	on	on	ADP
cana-2146	203	7	the	the	DET
cana-2146	203	8	system	system	NOUN
cana-2146	203	9	settings	setting	NOUN
cana-2146	203	10	,	,	PUNCT
cana-2146	203	11	we	we	PRON
cana-2146	203	12	use	use	VERB
cana-2146	203	13	a	a	DET
cana-2146	203	14	state	state	NOUN
cana-2146	203	15	-	-	PUNCT
cana-2146	203	16	of	of	ADP
cana-2146	203	17	-	-	PUNCT
cana-2146	203	18	the	the	DET
cana-2146	203	19	-	-	PUNCT
cana-2146	203	20	art	art	NOUN
cana-2146	203	21	deep	deep	ADJ
cana-2146	203	22	learning	learning	NOUN
cana-2146	203	23	framework	framework	NOUN
cana-2146	203	24	to	to	PART
cana-2146	203	25	execute	execute	VERB
cana-2146	203	26	our	our	PRON
cana-2146	203	27	suggested	suggest	VERB
cana-2146	203	28	method	method	NOUN
cana-2146	203	29	.	.	PUNCT
cana-2146	204	1	we	we	PRON
cana-2146	204	2	first	first	ADV
cana-2146	204	3	divide	divide	VERB
cana-2146	204	4	the	the	DET
cana-2146	204	5	original	original	ADJ
cana-2146	204	6	data	datum	NOUN
cana-2146	204	7	into	into	ADP
cana-2146	204	8	subsets	subset	NOUN
cana-2146	204	9	called	call	VERB
cana-2146	204	10	"	"	PUNCT
cana-2146	204	11	cancer	cancer	NOUN
cana-2146	204	12	drug	drug	NOUN
cana-2146	204	13	data	data	NOUN
cana-2146	204	14	sets	set	NOUN
cana-2146	204	15	,	,	PUNCT
cana-2146	204	16	"	"	PUNCT
cana-2146	204	17	each	each	PRON
cana-2146	204	18	of	of	ADP
cana-2146	204	19	which	which	PRON
cana-2146	204	20	has	have	VERB
cana-2146	204	21	256	256	NUM
cana-2146	204	22	*	*	SYM
cana-2146	204	23	256	256	NUM
cana-2146	204	24	attributes	attribute	NOUN
cana-2146	204	25	and	and	CCONJ
cana-2146	204	26	semantic	semantic	ADJ
cana-2146	204	27	dimensions	dimension	NOUN
cana-2146	204	28	.	.	PUNCT
cana-2146	205	1	we	we	PRON
cana-2146	205	2	compare	compare	VERB
cana-2146	205	3	our	our	PRON
cana-2146	205	4	suggested	suggest	VERB
cana-2146	205	5	method	method	NOUN
cana-2146	205	6	with	with	ADP
cana-2146	205	7	generalized	generalized	ADJ
cana-2146	205	8	learning	learning	NOUN
cana-2146	205	9	abilities	ability	NOUN
cana-2146	205	10	and	and	CCONJ
cana-2146	205	11	use	use	VERB
cana-2146	205	12	top	top	ADJ
cana-2146	205	13	-	-	PUNCT
cana-2146	205	14	down	down	NOUN
cana-2146	205	15	and	and	CCONJ
cana-2146	205	16	left	leave	VERB
cana-2146	205	17	-	-	PUNCT
cana-2146	205	18	to	to	ADP
cana-2146	205	19	-	-	PUNCT
cana-2146	205	20	right	right	NOUN
cana-2146	205	21	flipping	flipping	NOUN
cana-2146	205	22	to	to	PART
cana-2146	205	23	randomly	randomly	VERB
cana-2146	205	24	select	select	ADJ
cana-2146	205	25	transformation	transformation	NOUN
cana-2146	205	26	gradient	gradient	NOUN
cana-2146	205	27	factors	factor	NOUN
cana-2146	205	28	.	.	PUNCT
cana-2146	206	1	sub	sub	NOUN
cana-2146	206	2	cancer	cancer	NOUN
cana-2146	206	3	medication	medication	NOUN
cana-2146	206	4	data	datum	NOUN
cana-2146	206	5	set	set	VERB
cana-2146	206	6	for	for	ADP
cana-2146	206	7	cancer	cancer	NOUN
cana-2146	206	8	storage	storage	NOUN
cana-2146	206	9	facility	facility	NOUN
cana-2146	206	10	:	:	PUNCT
cana-2146	206	11	experiments	experiment	NOUN
cana-2146	206	12	were	be	AUX
cana-2146	206	13	conducted	conduct	VERB
cana-2146	206	14	using	use	VERB
cana-2146	206	15	the	the	DET
cana-2146	206	16	repository	repository	NOUN
cana-2146	206	17	of	of	ADP
cana-2146	206	18	the	the	DET
cana-2146	206	19	sub	sub	NOUN
cana-2146	206	20	cancer	cancer	NOUN
cana-2146	206	21	drug	drug	NOUN
cana-2146	206	22	data	datum	NOUN
cana-2146	206	23	set	set	VERB
cana-2146	206	24	to	to	PART
cana-2146	206	25	assess	assess	VERB
cana-2146	206	26	the	the	DET
cana-2146	206	27	performance	performance	NOUN
cana-2146	206	28	of	of	ADP
cana-2146	206	29	the	the	DET
cana-2146	206	30	proposed	propose	VERB
cana-2146	206	31	method	method	NOUN
cana-2146	206	32	.	.	PUNCT
cana-2146	207	1	china	china	PROPN
cana-2146	207	2	,	,	PUNCT
cana-2146	207	3	india	india	PROPN
cana-2146	207	4	,	,	PUNCT
cana-2146	207	5	and	and	CCONJ
cana-2146	207	6	province	province	NOUN
cana-2146	207	7	are	be	AUX
cana-2146	207	8	just	just	ADV
cana-2146	207	9	a	a	DET
cana-2146	207	10	few	few	ADJ
cana-2146	207	11	of	of	ADP
cana-2146	207	12	the	the	DET
cana-2146	207	13	countries	country	NOUN
cana-2146	207	14	that	that	PRON
cana-2146	207	15	contributed	contribute	VERB
cana-2146	207	16	to	to	ADP
cana-2146	207	17	the	the	DET
cana-2146	207	18	regional	regional	ADJ
cana-2146	207	19	cancer	cancer	NOUN
cana-2146	207	20	sub	sub	NOUN
cana-2146	207	21	cancer	cancer	NOUN
cana-2146	207	22	drug	drug	NOUN
cana-2146	207	23	data	data	NOUN
cana-2146	207	24	sets	set	NOUN
cana-2146	207	25	that	that	PRON
cana-2146	207	26	were	be	AUX
cana-2146	207	27	collected	collect	VERB
cana-2146	207	28	between	between	ADP
cana-2146	207	29	2018	2018	NUM
cana-2146	207	30	and	and	CCONJ
cana-2146	207	31	2021	2021	NUM
cana-2146	207	32	.	.	PUNCT
cana-2146	208	1	data	datum	NOUN
cana-2146	208	2	every	every	DET
cana-2146	208	3	one	one	NUM
cana-2146	208	4	of	of	ADP
cana-2146	208	5	the	the	DET
cana-2146	208	6	1500–2000	1500–2000	NUM
cana-2146	208	7	cancer	cancer	NOUN
cana-2146	208	8	sub	sub	NOUN
cana-2146	208	9	drug	drug	NOUN
cana-2146	208	10	data	datum	NOUN
cana-2146	208	11	sets	set	NOUN
cana-2146	208	12	in	in	ADP
cana-2146	208	13	the	the	DET
cana-2146	208	14	repository	repository	NOUN
cana-2146	208	15	has	have	VERB
cana-2146	208	16	an	an	DET
cana-2146	208	17	attribute	attribute	NOUN
cana-2146	208	18	region	region	NOUN
cana-2146	208	19	of	of	ADP
cana-2146	208	20	4950	4950	NUM
cana-2146	208	21	*	*	SYM
cana-2146	208	22	4950	4950	NUM
cana-2146	208	23	.	.	PUNCT
cana-2146	209	1	these	these	DET
cana-2146	209	2	sets	set	NOUN
cana-2146	209	3	are	be	AUX
cana-2146	209	4	used	use	VERB
cana-2146	209	5	for	for	ADP
cana-2146	209	6	training	training	NOUN
cana-2146	209	7	and	and	CCONJ
cana-2146	209	8	testing	testing	NOUN
cana-2146	209	9	purposes	purpose	NOUN
cana-2146	209	10	.	.	PUNCT
cana-2146	210	1	in	in	ADP
cana-2146	210	2	contrast	contrast	NOUN
cana-2146	210	3	to	to	ADP
cana-2146	210	4	the	the	DET
cana-2146	210	5	arial	arial	ADJ
cana-2146	210	6	sub	sub	NOUN
cana-2146	210	7	drug	drug	NOUN
cana-2146	210	8	data	datum	NOUN
cana-2146	210	9	sets	set	NOUN
cana-2146	210	10	displayed	display	VERB
cana-2146	210	11	in	in	ADP
cana-2146	210	12	figure	figure	NOUN
cana-2146	210	13	4	4	NUM
cana-2146	210	14	,	,	PUNCT
cana-2146	210	15	all	all	DET
cana-2146	210	16	the	the	DET
cana-2146	210	17	sub	sub	NOUN
cana-2146	210	18	cancer	cancer	NOUN
cana-2146	210	19	drug	drug	NOUN
cana-2146	210	20	data	datum	NOUN
cana-2146	210	21	sets	set	NOUN
cana-2146	210	22	were	be	AUX
cana-2146	210	23	collected	collect	VERB
cana-2146	210	24	using	use	VERB
cana-2146	210	25	the	the	DET
cana-2146	210	26	sub	sub	NOUN
cana-2146	210	27	cancer	cancer	NOUN
cana-2146	210	28	drug	drug	NOUN
cana-2146	210	29	data	datum	NOUN
cana-2146	210	30	sets	set	VERB
cana-2146	210	31	repository	repository	NOUN
cana-2146	210	32	.	.	PUNCT
cana-2146	211	1	figure	figure	VERB
cana-2146	211	2	4	4	NUM
cana-2146	211	3	.	.	PUNCT
cana-2146	211	4	accuracy	accuracy	NOUN
cana-2146	211	5	testing	testing	NOUN
cana-2146	211	6	using	use	VERB
cana-2146	211	7	various	various	ADJ
cana-2146	211	8	sorts	sort	NOUN
cana-2146	211	9	of	of	ADP
cana-2146	211	10	cancer	cancer	NOUN
cana-2146	211	11	medication	medication	NOUN
cana-2146	211	12	databases	database	VERB
cana-2146	211	13	communications	communication	NOUN
cana-2146	211	14	on	on	ADP
cana-2146	211	15	applied	apply	VERB
cana-2146	211	16	nonlinear	nonlinear	ADJ
cana-2146	211	17	analysis	analysis	NOUN
cana-2146	211	18	issn	issn	NOUN
cana-2146	211	19	:	:	PUNCT
cana-2146	211	20	1074	1074	NUM
cana-2146	211	21	-	-	PUNCT
cana-2146	211	22	133x	133x	NUM
cana-2146	211	23	vol	vol	NOUN
cana-2146	211	24	32	32	NUM
cana-2146	211	25	no	no	NOUN
cana-2146	211	26	.	.	PUNCT
cana-2146	212	1	1s	1s	NUM
cana-2146	212	2	(	(	PUNCT
cana-2146	212	3	2025	2025	NUM
cana-2146	212	4	)	)	PUNCT
cana-2146	212	5	174	174	NUM
cana-2146	212	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-2146	212	7	results	result	NOUN
cana-2146	212	8	of	of	ADP
cana-2146	212	9	a	a	DET
cana-2146	212	10	p	p	ADJ
cana-2146	212	11	-	-	PUNCT
cana-2146	212	12	glycoprotein	glycoprotein	NOUN
cana-2146	212	13	medication	medication	NOUN
cana-2146	212	14	study	study	NOUN
cana-2146	212	15	in	in	ADP
cana-2146	212	16	forecasting	forecasting	NOUN
cana-2146	212	17	:	:	PUNCT
cana-2146	212	18	we	we	PRON
cana-2146	212	19	assess	assess	VERB
cana-2146	212	20	forecasting	forecasting	NOUN
cana-2146	212	21	techniques	technique	NOUN
cana-2146	212	22	and	and	CCONJ
cana-2146	212	23	compare	compare	VERB
cana-2146	212	24	them	they	PRON
cana-2146	212	25	with	with	ADP
cana-2146	212	26	our	our	PRON
cana-2146	212	27	own	own	ADJ
cana-2146	212	28	.	.	PUNCT
cana-2146	213	1	we	we	PRON
cana-2146	213	2	evaluate	evaluate	VERB
cana-2146	213	3	our	our	PRON
cana-2146	213	4	new	new	ADJ
cana-2146	213	5	heuristic	heuristic	ADJ
cana-2146	213	6	hybrid	hybrid	NOUN
cana-2146	213	7	model	model	NOUN
cana-2146	213	8	(	(	PUNCT
cana-2146	213	9	nhhm	nhhm	NOUN
cana-2146	213	10	)	)	PUNCT
cana-2146	213	11	against	against	ADP
cana-2146	213	12	state	state	NOUN
cana-2146	213	13	-	-	PUNCT
cana-2146	213	14	ofthe	ofthe	NOUN
cana-2146	213	15	-	-	PUNCT
cana-2146	213	16	art	art	NOUN
cana-2146	213	17	approaches	approach	NOUN
cana-2146	213	18	using	use	VERB
cana-2146	213	19	real	real	ADJ
cana-2146	213	20	-	-	PUNCT
cana-2146	213	21	time	time	NOUN
cana-2146	213	22	sub	sub	NOUN
cana-2146	213	23	cancer	cancer	NOUN
cana-2146	213	24	medication	medication	NOUN
cana-2146	213	25	data	data	NOUN
cana-2146	213	26	sets	set	NOUN
cana-2146	213	27	.	.	PUNCT
cana-2146	214	1	these	these	DET
cana-2146	214	2	approaches	approach	NOUN
cana-2146	214	3	include	include	VERB
cana-2146	214	4	cnns	cnn	NOUN
cana-2146	214	5	,	,	PUNCT
cana-2146	214	6	fccnns	fccnn	NOUN
cana-2146	214	7	,	,	PUNCT
cana-2146	214	8	and	and	CCONJ
cana-2146	214	9	others	other	NOUN
cana-2146	214	10	,	,	PUNCT
cana-2146	214	11	and	and	CCONJ
cana-2146	214	12	we	we	PRON
cana-2146	214	13	measure	measure	VERB
cana-2146	214	14	their	their	PRON
cana-2146	214	15	accuracy	accuracy	NOUN
cana-2146	214	16	and	and	CCONJ
cana-2146	214	17	other	other	ADJ
cana-2146	214	18	visual	visual	ADJ
cana-2146	214	19	metrics	metric	NOUN
cana-2146	214	20	.	.	PUNCT
cana-2146	215	1	you	you	PRON
cana-2146	215	2	can	can	AUX
cana-2146	215	3	see	see	VERB
cana-2146	215	4	the	the	DET
cana-2146	215	5	different	different	ADJ
cana-2146	215	6	precision	precision	NOUN
cana-2146	215	7	values	value	NOUN
cana-2146	215	8	utilized	utilize	VERB
cana-2146	215	9	to	to	PART
cana-2146	215	10	evaluate	evaluate	VERB
cana-2146	215	11	these	these	DET
cana-2146	215	12	datasets	dataset	NOUN
cana-2146	215	13	for	for	ADP
cana-2146	215	14	prediction	prediction	NOUN
cana-2146	215	15	in	in	ADP
cana-2146	215	16	table	table	NOUN
cana-2146	215	17	1	1	NUM
cana-2146	215	18	,	,	PUNCT
cana-2146	215	19	which	which	PRON
cana-2146	215	20	provides	provide	VERB
cana-2146	215	21	several	several	ADJ
cana-2146	215	22	cancer	cancer	NOUN
cana-2146	215	23	sub	sub	NOUN
cana-2146	215	24	cancer	cancer	NOUN
cana-2146	215	25	medication	medication	NOUN
cana-2146	215	26	data	data	NOUN
cana-2146	215	27	sets	set	NOUN
cana-2146	215	28	.	.	PUNCT
cana-2146	216	1	databases	database	NOUN
cana-2146	216	2	of	of	ADP
cana-2146	216	3	cancer	cancer	NOUN
cana-2146	216	4	drugs	drug	NOUN
cana-2146	216	5	.	.	PUNCT
cana-2146	217	1	table	table	NOUN
cana-2146	217	2	1	1	NUM
cana-2146	217	3	different	different	ADJ
cana-2146	217	4	precision	precision	NOUN
cana-2146	217	5	values	value	NOUN
cana-2146	217	6	.	.	PUNCT
cana-2146	218	1	precision	precision	NOUN
cana-2146	218	2	cancer	cancer	NOUN
cana-2146	218	3	-	-	PUNCT
cana-2146	218	4	protein	protein	NOUN
cana-2146	218	5	drug	drug	NOUN
cana-2146	218	6	data	datum	NOUN
cana-2146	218	7	set	set	VERB
cana-2146	218	8	datasets	dataset	NOUN
cana-2146	218	9	implemented	implement	VERB
cana-2146	218	10	approach	approach	NOUN
cana-2146	218	11	cnn	cnn	PROPN
cana-2146	218	12	mecnet	mecnet	PROPN
cana-2146	218	13	fccnn	fccnn	PROPN
cana-2146	218	14	cancer	cancer	NOUN
cana-2146	218	15	-	-	PUNCT
cana-2146	218	16	protein	protein	NOUN
cana-2146	218	17	drug	drug	NOUN
cana-2146	218	18	data	datum	NOUN
cana-2146	218	19	set	set	VERB
cana-2146	218	20	0.96	0.96	NUM
cana-2146	218	21	0.45	0.45	NUM
cana-2146	218	22	0.82	0.82	NUM
cana-2146	218	23	0.35	0.35	NUM
cana-2146	218	24	cancer	cancer	NOUN
cana-2146	218	25	-	-	PUNCT
cana-2146	218	26	protein	protein	NOUN
cana-2146	218	27	drug	drug	NOUN
cana-2146	218	28	data	datum	NOUN
cana-2146	218	29	set	set	VERB
cana-2146	218	30	0.94	0.94	NUM
cana-2146	218	31	0.39	0.39	NUM
cana-2146	218	32	0.92	0.92	NUM
cana-2146	218	33	0.51	0.51	NUM
cana-2146	218	34	cancer	cancer	NOUN
cana-2146	218	35	-	-	PUNCT
cana-2146	218	36	protein	protein	NOUN
cana-2146	218	37	drug	drug	NOUN
cana-2146	218	38	data	datum	NOUN
cana-2146	218	39	set	set	VERB
cana-2146	218	40	0.93	0.93	NUM
cana-2146	218	41	0.56	0.56	NUM
cana-2146	218	42	0.81	0.81	NUM
cana-2146	218	43	0.68	0.68	NUM
cana-2146	218	44	cancer	cancer	NOUN
cana-2146	218	45	-	-	PUNCT
cana-2146	218	46	protien	protien	NOUN
cana-2146	218	47	drug	drug	NOUN
cana-2146	218	48	data	datum	NOUN
cana-2146	218	49	set	set	VERB
cana-2146	218	50	0.89	0.89	NUM
cana-2146	218	51	0.59	0.59	NUM
cana-2146	218	52	0.79	0.79	NUM
cana-2146	218	53	0.75	0.75	NUM
cana-2146	218	54	cancer	cancer	NOUN
cana-2146	218	55	-	-	PUNCT
cana-2146	218	56	protein	protein	NOUN
cana-2146	218	57	drug	drug	NOUN
cana-2146	218	58	data	datum	NOUN
cana-2146	218	59	set	set	VERB
cana-2146	218	60	0.97	0.97	NUM
cana-2146	218	61	0.68	0.68	NUM
cana-2146	218	62	0.85	0.85	NUM
cana-2146	218	63	0.67	0.67	NUM
cana-2146	219	1	the	the	DET
cana-2146	219	2	accuracy	accuracy	NOUN
cana-2146	219	3	of	of	ADP
cana-2146	219	4	the	the	DET
cana-2146	219	5	proposed	propose	VERB
cana-2146	219	6	method	method	NOUN
cana-2146	219	7	is	be	AUX
cana-2146	219	8	compared	compare	VERB
cana-2146	219	9	to	to	ADP
cana-2146	219	10	that	that	PRON
cana-2146	219	11	of	of	ADP
cana-2146	219	12	more	more	ADV
cana-2146	219	13	traditional	traditional	ADJ
cana-2146	219	14	methods	method	NOUN
cana-2146	219	15	in	in	ADP
cana-2146	219	16	figure	figure	NOUN
cana-2146	219	17	4	4	NUM
cana-2146	219	18	;	;	PUNCT
cana-2146	219	19	we	we	PRON
cana-2146	219	20	tested	test	VERB
cana-2146	219	21	it	it	PRON
cana-2146	219	22	on	on	ADP
cana-2146	219	23	a	a	DET
cana-2146	219	24	variety	variety	NOUN
cana-2146	219	25	of	of	ADP
cana-2146	219	26	cancer	cancer	NOUN
cana-2146	219	27	subcancer	subcancer	NOUN
cana-2146	219	28	drug	drug	NOUN
cana-2146	219	29	datasets	dataset	NOUN
cana-2146	219	30	and	and	CCONJ
cana-2146	219	31	found	find	VERB
cana-2146	219	32	that	that	SCONJ
cana-2146	219	33	it	it	PRON
cana-2146	219	34	performed	perform	VERB
cana-2146	219	35	better	well	ADJ
cana-2146	219	36	overall	overall	ADV
cana-2146	219	37	.	.	PUNCT
cana-2146	220	1	in	in	ADP
cana-2146	220	2	contrast	contrast	NOUN
cana-2146	220	3	to	to	ADP
cana-2146	220	4	other	other	ADJ
cana-2146	220	5	methods	method	NOUN
cana-2146	220	6	,	,	PUNCT
cana-2146	220	7	the	the	DET
cana-2146	220	8	suggested	suggest	VERB
cana-2146	220	9	one	one	NOUN
cana-2146	220	10	achieves	achieve	VERB
cana-2146	220	11	a	a	DET
cana-2146	220	12	precision	precision	NOUN
cana-2146	220	13	of	of	ADP
cana-2146	220	14	nearly	nearly	ADV
cana-2146	220	15	97–99	97–99	NUM
cana-2146	220	16	%	%	NOUN
cana-2146	220	17	when	when	SCONJ
cana-2146	220	18	dealing	deal	VERB
cana-2146	220	19	with	with	ADP
cana-2146	220	20	increasingly	increasingly	ADV
cana-2146	220	21	diverse	diverse	ADJ
cana-2146	220	22	classes	class	NOUN
cana-2146	220	23	of	of	ADP
cana-2146	220	24	cancer	cancer	NOUN
cana-2146	220	25	subcancer	subcancer	PROPN
cana-2146	220	26	drug	drug	PROPN
cana-2146	220	27	data	datum	NOUN
cana-2146	220	28	sets	set	NOUN
cana-2146	220	29	;	;	PUNCT
cana-2146	220	30	this	this	PRON
cana-2146	220	31	indicates	indicate	VERB
cana-2146	220	32	that	that	SCONJ
cana-2146	220	33	the	the	DET
cana-2146	220	34	layout	layout	NOUN
cana-2146	220	35	contains	contain	VERB
cana-2146	220	36	p	p	ADJ
cana-2146	220	37	-	-	PUNCT
cana-2146	220	38	glycoprotein	glycoprotein	NOUN
cana-2146	220	39	drugs	drug	NOUN
cana-2146	220	40	exactly	exactly	ADV
cana-2146	220	41	as	as	ADP
cana-2146	220	42	intended	intended	ADJ
cana-2146	220	43	..	..	PUNCT
cana-2146	220	44	table	table	NOUN
cana-2146	220	45	2	2	NUM
cana-2146	220	46	different	different	ADJ
cana-2146	220	47	recall	recall	NOUN
cana-2146	220	48	values	value	NOUN
cana-2146	220	49	.	.	PUNCT
cana-2146	221	1	recall	recall	NOUN
cana-2146	221	2	cancer	cancer	NOUN
cana-2146	221	3	-	-	PUNCT
cana-2146	221	4	protein	protein	NOUN
cana-2146	221	5	drug	drug	NOUN
cana-2146	221	6	data	data	NOUN
cana-2146	221	7	sets	set	NOUN
cana-2146	221	8	implemented	implement	VERB
cana-2146	221	9	approach	approach	NOUN
cana-2146	221	10	cnn	cnn	PROPN
cana-2146	221	11	mecnet	mecnet	PROPN
cana-2146	221	12	fccnn	fccnn	PROPN
cana-2146	221	13	cancer	cancer	NOUN
cana-2146	221	14	-	-	PUNCT
cana-2146	221	15	protein	protein	NOUN
cana-2146	221	16	drug	drug	NOUN
cana-2146	221	17	data	datum	NOUN
cana-2146	221	18	set	set	VERB
cana-2146	221	19	0.96	0.96	NUM
cana-2146	221	20	0.52	0.52	NUM
cana-2146	221	21	0.81	0.81	NUM
cana-2146	221	22	0.51	0.51	NUM
cana-2146	221	23	cancer	cancer	NOUN
cana-2146	221	24	-	-	PUNCT
cana-2146	221	25	protein	protein	NOUN
cana-2146	221	26	drug	drug	NOUN
cana-2146	221	27	data	datum	NOUN
cana-2146	221	28	set	set	VERB
cana-2146	221	29	0.97	0.97	NUM
cana-2146	221	30	0.46	0.46	NUM
cana-2146	221	31	0.86	0.86	NUM
cana-2146	221	32	0.46	0.46	NUM
cana-2146	221	33	cancer	cancer	NOUN
cana-2146	221	34	-	-	PUNCT
cana-2146	221	35	protein	protein	NOUN
cana-2146	221	36	drug	drug	NOUN
cana-2146	221	37	data	datum	NOUN
cana-2146	221	38	set	set	VERB
cana-2146	221	39	0.98	0.98	NUM
cana-2146	221	40	0.61	0.61	NUM
cana-2146	221	41	0.86	0.86	NUM
cana-2146	221	42	0.56	0.56	NUM
cana-2146	221	43	cancer	cancer	NOUN
cana-2146	221	44	-	-	PUNCT
cana-2146	221	45	protein	protein	NOUN
cana-2146	221	46	drug	drug	NOUN
cana-2146	221	47	data	datum	NOUN
cana-2146	221	48	set	set	VERB
cana-2146	221	49	0.92	0.92	NUM
cana-2146	221	50	0.65	0.65	NUM
cana-2146	221	51	0.74	0.74	NUM
cana-2146	221	52	0.54	0.54	NUM
cana-2146	221	53	cancer	cancer	NOUN
cana-2146	221	54	-	-	PUNCT
cana-2146	221	55	protein	protein	NOUN
cana-2146	221	56	drug	drug	NOUN
cana-2146	221	57	data	datum	NOUN
cana-2146	221	58	set	set	VERB
cana-2146	221	59	0.99	0.99	NUM
cana-2146	221	60	0.59	0.59	NUM
cana-2146	221	61	0.96	0.96	NUM
cana-2146	221	62	0.46	0.46	NUM
cana-2146	221	63	table	table	NOUN
cana-2146	221	64	2	2	NUM
cana-2146	221	65	and	and	CCONJ
cana-2146	221	66	figure	figure	VERB
cana-2146	221	67	5	5	NUM
cana-2146	221	68	compare	compare	VERB
cana-2146	221	69	the	the	DET
cana-2146	221	70	recall	recall	NOUN
cana-2146	221	71	performance	performance	NOUN
cana-2146	221	72	of	of	ADP
cana-2146	221	73	traditional	traditional	ADJ
cana-2146	221	74	approaches	approach	NOUN
cana-2146	221	75	with	with	ADP
cana-2146	221	76	that	that	PRON
cana-2146	221	77	of	of	ADP
cana-2146	221	78	the	the	DET
cana-2146	221	79	proposed	propose	VERB
cana-2146	221	80	method	method	NOUN
cana-2146	221	81	utilizing	utilize	VERB
cana-2146	221	82	different	different	ADJ
cana-2146	221	83	cancer	cancer	NOUN
cana-2146	221	84	drug	drug	NOUN
cana-2146	221	85	datasets	dataset	NOUN
cana-2146	221	86	(	(	PUNCT
cana-2146	221	87	subsets	subset	NOUN
cana-2146	221	88	of	of	ADP
cana-2146	221	89	cancer	cancer	NOUN
cana-2146	221	90	)	)	PUNCT
cana-2146	221	91	.	.	PUNCT
cana-2146	222	1	the	the	DET
cana-2146	222	2	suggested	suggest	VERB
cana-2146	222	3	method	method	NOUN
cana-2146	222	4	yields	yield	VERB
cana-2146	222	5	99	99	NUM
cana-2146	222	6	%	%	NOUN
cana-2146	222	7	accuracy	accuracy	NOUN
cana-2146	222	8	from	from	ADP
cana-2146	222	9	average	average	ADJ
cana-2146	222	10	sub	sub	NOUN
cana-2146	222	11	cancer	cancer	NOUN
cana-2146	222	12	drug	drug	NOUN
cana-2146	222	13	data	data	NOUN
cana-2146	222	14	sets	set	NOUN
cana-2146	222	15	whenever	whenever	SCONJ
cana-2146	222	16	there	there	PRON
cana-2146	222	17	is	be	VERB
cana-2146	222	18	an	an	DET
cana-2146	222	19	improvement	improvement	NOUN
cana-2146	222	20	to	to	ADP
cana-2146	222	21	the	the	DET
cana-2146	222	22	class	class	NOUN
cana-2146	222	23	of	of	ADP
cana-2146	222	24	cancer	cancer	NOUN
cana-2146	222	25	drug	drug	NOUN
cana-2146	222	26	data	datum	NOUN
cana-2146	222	27	sets	set	VERB
cana-2146	222	28	communications	communication	NOUN
cana-2146	222	29	on	on	ADP
cana-2146	222	30	applied	apply	VERB
cana-2146	222	31	nonlinear	nonlinear	ADJ
cana-2146	222	32	analysis	analysis	NOUN
cana-2146	222	33	issn	issn	NOUN
cana-2146	222	34	:	:	PUNCT
cana-2146	222	35	1074	1074	NUM
cana-2146	222	36	-	-	PUNCT
cana-2146	222	37	133x	133x	NUM
cana-2146	222	38	vol	vol	NOUN
cana-2146	222	39	32	32	NUM
cana-2146	222	40	no	no	NOUN
cana-2146	222	41	.	.	PUNCT
cana-2146	223	1	1s	1s	NUM
cana-2146	223	2	(	(	PUNCT
cana-2146	223	3	2025	2025	NUM
cana-2146	223	4	)	)	PUNCT
cana-2146	223	5	175	175	NUM
cana-2146	223	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-2146	223	7	figure	figure	NOUN
cana-2146	223	8	5	5	NUM
cana-2146	223	9	:	:	PUNCT
cana-2146	223	10	evaluates	evaluate	VERB
cana-2146	223	11	the	the	DET
cana-2146	223	12	recall	recall	NOUN
cana-2146	223	13	performance	performance	NOUN
cana-2146	223	14	using	use	VERB
cana-2146	223	15	various	various	ADJ
cana-2146	223	16	cancer	cancer	NOUN
cana-2146	223	17	subcancer	subcancer	NOUN
cana-2146	223	18	drug	drug	NOUN
cana-2146	223	19	datasets	dataset	NOUN
cana-2146	223	20	while	while	SCONJ
cana-2146	223	21	competing	compete	VERB
cana-2146	223	22	approaches	approach	NOUN
cana-2146	223	23	provide	provide	VERB
cana-2146	223	24	inconsistent	inconsistent	ADJ
cana-2146	223	25	results	result	NOUN
cana-2146	223	26	when	when	SCONJ
cana-2146	223	27	it	it	PRON
cana-2146	223	28	comes	come	VERB
cana-2146	223	29	to	to	ADP
cana-2146	223	30	retrieving	retrieve	VERB
cana-2146	223	31	useful	useful	ADJ
cana-2146	223	32	information	information	NOUN
cana-2146	223	33	from	from	ADP
cana-2146	223	34	various	various	ADJ
cana-2146	223	35	satellite	satellite	NOUN
cana-2146	223	36	cancer	cancer	NOUN
cana-2146	223	37	sub	sub	NOUN
cana-2146	223	38	cancer	cancer	NOUN
cana-2146	223	39	drug	drug	NOUN
cana-2146	223	40	databases	database	NOUN
cana-2146	223	41	.	.	PUNCT
cana-2146	224	1	the	the	DET
cana-2146	224	2	values	value	NOUN
cana-2146	224	3	associated	associate	VERB
cana-2146	224	4	with	with	ADP
cana-2146	224	5	the	the	DET
cana-2146	224	6	f	f	NOUN
cana-2146	224	7	-	-	PUNCT
cana-2146	224	8	measure	measure	NOUN
cana-2146	224	9	as	as	SCONJ
cana-2146	224	10	they	they	PRON
cana-2146	224	11	pertain	pertain	VERB
cana-2146	224	12	to	to	ADP
cana-2146	224	13	the	the	DET
cana-2146	224	14	classes	class	NOUN
cana-2146	224	15	of	of	ADP
cana-2146	224	16	cancer	cancer	NOUN
cana-2146	224	17	sub	sub	NOUN
cana-2146	224	18	cancer	cancer	NOUN
cana-2146	224	19	drug	drug	NOUN
cana-2146	224	20	data	datum	NOUN
cana-2146	224	21	sets	set	NOUN
cana-2146	224	22	are	be	AUX
cana-2146	224	23	detailed	detail	VERB
cana-2146	224	24	in	in	ADP
cana-2146	224	25	table	table	NOUN
cana-2146	224	26	3	3	NUM
cana-2146	224	27	table	table	NOUN
cana-2146	224	28	3	3	NUM
cana-2146	224	29	f	f	NUM
cana-2146	224	30	-	-	PUNCT
cana-2146	224	31	measure	measure	NOUN
cana-2146	224	32	values	value	NOUN
cana-2146	224	33	f	f	NOUN
cana-2146	224	34	-	-	PUNCT
cana-2146	224	35	measure	measure	NOUN
cana-2146	224	36	cancer	cancer	NOUN
cana-2146	224	37	drug	drug	NOUN
cana-2146	224	38	data	datum	NOUN
cana-2146	224	39	set	set	VERB
cana-2146	224	40	datasets	dataset	NOUN
cana-2146	224	41	implemented	implement	VERB
cana-2146	224	42	approach	approach	NOUN
cana-2146	224	43	cnn	cnn	PROPN
cana-2146	224	44	mecnet	mecnet	PROPN
cana-2146	224	45	fccnn	fccnn	PROPN
cana-2146	224	46	cancer	cancer	NOUN
cana-2146	224	47	-	-	PUNCT
cana-2146	224	48	protein	protein	NOUN
cana-2146	224	49	drug	drug	NOUN
cana-2146	224	50	data	datum	NOUN
cana-2146	224	51	set	set	VERB
cana-2146	224	52	0.96	0.96	NUM
cana-2146	224	53	0.72	0.72	NUM
cana-2146	224	54	0.91	0.91	NUM
cana-2146	224	55	0.84	0.84	NUM
cana-2146	224	56	cancer	cancer	NOUN
cana-2146	224	57	-	-	PUNCT
cana-2146	224	58	protein	protein	NOUN
cana-2146	224	59	drug	drug	NOUN
cana-2146	224	60	data	datum	NOUN
cana-2146	224	61	set	set	VERB
cana-2146	224	62	0.97	0.97	NUM
cana-2146	224	63	0.64	0.64	NUM
cana-2146	224	64	0.96	0.96	NUM
cana-2146	224	65	0.76	0.76	NUM
cana-2146	224	66	cancer	cancer	NOUN
cana-2146	224	67	-	-	PUNCT
cana-2146	224	68	protein	protein	NOUN
cana-2146	224	69	drug	drug	NOUN
cana-2146	224	70	data	datum	NOUN
cana-2146	224	71	set	set	VERB
cana-2146	224	72	0.97	0.97	NUM
cana-2146	224	73	0.81	0.81	NUM
cana-2146	224	74	0.89	0.89	NUM
cana-2146	224	75	0.79	0.79	NUM
cana-2146	224	76	cancer	cancer	NOUN
cana-2146	224	77	-	-	PUNCT
cana-2146	224	78	protein	protein	NOUN
cana-2146	224	79	drug	drug	NOUN
cana-2146	224	80	data	datum	NOUN
cana-2146	224	81	set	set	VERB
cana-2146	224	82	0.98	0.98	NUM
cana-2146	224	83	0.86	0.86	NUM
cana-2146	224	84	0.95	0.95	NUM
cana-2146	224	85	0.81	0.81	NUM
cana-2146	224	86	cancer	cancer	NOUN
cana-2146	224	87	-	-	PUNCT
cana-2146	224	88	prtoein	prtoein	NOUN
cana-2146	224	89	drug	drug	NOUN
cana-2146	224	90	data	datum	NOUN
cana-2146	224	91	set	set	VERB
cana-2146	224	92	0.99	0.99	NUM
cana-2146	224	93	0.79	0.79	NUM
cana-2146	224	94	0.91	0.91	NUM
cana-2146	224	95	0.78	0.78	NUM
cana-2146	224	96	whenever	whenever	SCONJ
cana-2146	224	97	we	we	PRON
cana-2146	224	98	provide	provide	VERB
cana-2146	224	99	a	a	DET
cana-2146	224	100	number	number	NOUN
cana-2146	224	101	of	of	ADP
cana-2146	224	102	cancer	cancer	NOUN
cana-2146	224	103	subcancer	subcancer	NOUN
cana-2146	224	104	drug	drug	PROPN
cana-2146	224	105	data	datum	NOUN
cana-2146	224	106	sets	set	NOUN
cana-2146	224	107	,	,	PUNCT
cana-2146	224	108	nhhm	nhhm	NOUN
cana-2146	224	109	outperforms	outperform	NOUN
cana-2146	224	110	cnn	cnn	PROPN
cana-2146	224	111	,	,	PUNCT
cana-2146	224	112	fccnn	fccnn	PROPN
cana-2146	224	113	,	,	PUNCT
cana-2146	224	114	and	and	CCONJ
cana-2146	224	115	mecnet	mecnet	NOUN
cana-2146	224	116	,	,	PUNCT
cana-2146	224	117	as	as	SCONJ
cana-2146	224	118	demonstrated	demonstrate	VERB
cana-2146	224	119	in	in	ADP
cana-2146	224	120	figure	figure	NOUN
cana-2146	224	121	6	6	NUM
cana-2146	224	122	,	,	PUNCT
cana-2146	224	123	which	which	PRON
cana-2146	224	124	compares	compare	VERB
cana-2146	224	125	the	the	DET
cana-2146	224	126	performance	performance	NOUN
cana-2146	224	127	of	of	ADP
cana-2146	224	128	the	the	DET
cana-2146	224	129	suggested	suggest	VERB
cana-2146	224	130	approach	approach	NOUN
cana-2146	224	131	with	with	ADP
cana-2146	224	132	that	that	PRON
cana-2146	224	133	of	of	ADP
cana-2146	224	134	traditional	traditional	ADJ
cana-2146	224	135	approaches	approach	NOUN
cana-2146	224	136	figure	figure	VERB
cana-2146	224	137	6	6	NUM
cana-2146	224	138	.	.	PUNCT
cana-2146	225	1	application	application	NOUN
cana-2146	225	2	of	of	ADP
cana-2146	225	3	the	the	DET
cana-2146	225	4	f	f	NOUN
cana-2146	225	5	-	-	PUNCT
cana-2146	225	6	measure	measure	NOUN
cana-2146	225	7	to	to	ADP
cana-2146	225	8	the	the	DET
cana-2146	225	9	analysis	analysis	NOUN
cana-2146	225	10	of	of	ADP
cana-2146	225	11	various	various	ADJ
cana-2146	225	12	cancer	cancer	NOUN
cana-2146	225	13	sub	sub	NOUN
cana-2146	225	14	cancer	cancer	NOUN
cana-2146	225	15	drug	drug	NOUN
cana-2146	225	16	databases	database	NOUN
cana-2146	225	17	in	in	ADP
cana-2146	225	18	comparison	comparison	NOUN
cana-2146	225	19	to	to	ADP
cana-2146	225	20	state	state	NOUN
cana-2146	225	21	-	-	PUNCT
cana-2146	225	22	of	of	ADP
cana-2146	225	23	-	-	PUNCT
cana-2146	225	24	the	the	DET
cana-2146	225	25	-	-	PUNCT
cana-2146	225	26	art	art	NOUN
cana-2146	225	27	methods	method	NOUN
cana-2146	225	28	,	,	PUNCT
cana-2146	225	29	nhhm	nhhm	NOUN
cana-2146	225	30	processes	process	NOUN
cana-2146	225	31	matched	match	VERB
cana-2146	225	32	content	content	NOUN
cana-2146	225	33	at	at	ADP
cana-2146	225	34	a	a	DET
cana-2146	225	35	high	high	ADJ
cana-2146	225	36	rate	rate	NOUN
cana-2146	225	37	—	—	PUNCT
cana-2146	225	38	nearly	nearly	ADV
cana-2146	225	39	100%—when	100%—when	NUM
cana-2146	225	40	cancer	cancer	NOUN
cana-2146	225	41	subcancer	subcancer	NOUN
cana-2146	225	42	drug	drug	PROPN
cana-2146	225	43	data	datum	NOUN
cana-2146	225	44	sets	set	NOUN
cana-2146	225	45	are	be	AUX
cana-2146	225	46	increased	increase	VERB
cana-2146	225	47	.	.	PUNCT
cana-2146	226	1	the	the	DET
cana-2146	226	2	proposed	propose	VERB
cana-2146	226	3	method	method	NOUN
cana-2146	226	4	,	,	PUNCT
cana-2146	226	5	and	and	CCONJ
cana-2146	226	6	all	all	DET
cana-2146	226	7	methods	method	NOUN
cana-2146	226	8	,	,	PUNCT
cana-2146	226	9	communications	communication	NOUN
cana-2146	226	10	on	on	ADP
cana-2146	226	11	applied	apply	VERB
cana-2146	226	12	nonlinear	nonlinear	ADJ
cana-2146	226	13	analysis	analysis	NOUN
cana-2146	226	14	issn	issn	NOUN
cana-2146	226	15	:	:	PUNCT
cana-2146	226	16	1074	1074	NUM
cana-2146	226	17	-	-	PUNCT
cana-2146	226	18	133x	133x	NUM
cana-2146	226	19	vol	vol	NOUN
cana-2146	226	20	32	32	NUM
cana-2146	226	21	no	no	NOUN
cana-2146	226	22	.	.	PUNCT
cana-2146	227	1	1s	1s	NUM
cana-2146	227	2	(	(	PUNCT
cana-2146	227	3	2025	2025	NUM
cana-2146	227	4	)	)	PUNCT
cana-2146	227	5	176	176	NUM
cana-2146	227	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-2146	227	7	experience	experience	NOUN
cana-2146	227	8	an	an	DET
cana-2146	227	9	automatic	automatic	ADJ
cana-2146	227	10	increase	increase	NOUN
cana-2146	227	11	in	in	ADP
cana-2146	227	12	the	the	DET
cana-2146	227	13	f	f	NOUN
cana-2146	227	14	-	-	PUNCT
cana-2146	227	15	measure	measure	NOUN
cana-2146	227	16	as	as	SCONJ
cana-2146	227	17	the	the	DET
cana-2146	227	18	precision	precision	NOUN
cana-2146	227	19	and	and	CCONJ
cana-2146	227	20	recall	recall	NOUN
cana-2146	227	21	parameters	parameter	NOUN
cana-2146	227	22	are	be	AUX
cana-2146	227	23	raised	raise	VERB
cana-2146	227	24	.	.	PUNCT
cana-2146	228	1	results	result	NOUN
cana-2146	228	2	from	from	ADP
cana-2146	228	3	subcancer	subcancer	NOUN
cana-2146	228	4	drug	drug	NOUN
cana-2146	228	5	datasets	dataset	NOUN
cana-2146	228	6	pertaining	pertain	VERB
cana-2146	228	7	to	to	ADP
cana-2146	228	8	the	the	DET
cana-2146	228	9	time	time	NOUN
cana-2146	228	10	required	require	VERB
cana-2146	228	11	for	for	ADP
cana-2146	228	12	the	the	DET
cana-2146	228	13	overall	overall	ADJ
cana-2146	228	14	execution	execution	NOUN
cana-2146	228	15	of	of	ADP
cana-2146	228	16	the	the	DET
cana-2146	228	17	process	process	NOUN
cana-2146	228	18	and	and	CCONJ
cana-2146	228	19	the	the	DET
cana-2146	228	20	prediction	prediction	NOUN
cana-2146	228	21	of	of	ADP
cana-2146	228	22	a	a	DET
cana-2146	228	23	cancer	cancer	NOUN
cana-2146	228	24	-	-	PUNCT
cana-2146	228	25	based	base	VERB
cana-2146	228	26	p	p	NOUN
cana-2146	228	27	-	-	PUNCT
cana-2146	228	28	glycoprotein	glycoprotein	NOUN
cana-2146	228	29	drug	drug	NOUN
cana-2146	228	30	are	be	AUX
cana-2146	228	31	displayed	display	VERB
cana-2146	228	32	in	in	ADP
cana-2146	228	33	table	table	NOUN
cana-2146	228	34	4	4	NUM
cana-2146	228	35	.	.	PUNCT
cana-2146	228	36	table	table	NOUN
cana-2146	228	37	4	4	NUM
cana-2146	228	38	time	time	NOUN
cana-2146	228	39	efficiency	efficiency	NOUN
cana-2146	228	40	values	value	NOUN
cana-2146	228	41	for	for	ADP
cana-2146	228	42	different	different	ADJ
cana-2146	228	43	approaches	approach	NOUN
cana-2146	228	44	.	.	PUNCT
cana-2146	229	1	time	time	NOUN
cana-2146	229	2	efficiency	efficiency	NOUN
cana-2146	229	3	cancer	cancer	NOUN
cana-2146	229	4	drug	drug	NOUN
cana-2146	229	5	data	datum	NOUN
cana-2146	229	6	set	set	VERB
cana-2146	229	7	datasets	dataset	NOUN
cana-2146	229	8	implemented	implement	VERB
cana-2146	229	9	approach	approach	NOUN
cana-2146	229	10	cnn	cnn	PROPN
cana-2146	229	11	mecnet	mecnet	PROPN
cana-2146	229	12	fccnn	fccnn	PROPN
cana-2146	229	13	cancer	cancer	NOUN
cana-2146	229	14	-	-	PUNCT
cana-2146	229	15	protein	protein	NOUN
cana-2146	229	16	drug	drug	NOUN
cana-2146	229	17	data	datum	NOUN
cana-2146	229	18	set	set	VERB
cana-2146	229	19	5.1	5.1	NUM
cana-2146	229	20	9.2	9.2	NUM
cana-2146	229	21	5.1	5.1	NUM
cana-2146	229	22	7.2	7.2	NUM
cana-2146	229	23	cancer	cancer	NOUN
cana-2146	229	24	-	-	PUNCT
cana-2146	229	25	protein	protein	NOUN
cana-2146	229	26	drug	drug	NOUN
cana-2146	229	27	data	datum	NOUN
cana-2146	229	28	set	set	VERB
cana-2146	229	29	4.6	4.6	NUM
cana-2146	229	30	8.6	8.6	NUM
cana-2146	229	31	5.6	5.6	NUM
cana-2146	229	32	6.2	6.2	NUM
cana-2146	229	33	cancer	cancer	NOUN
cana-2146	229	34	-	-	PUNCT
cana-2146	229	35	protein	protein	NOUN
cana-2146	229	36	drug	drug	NOUN
cana-2146	229	37	data	datum	NOUN
cana-2146	229	38	set	set	VERB
cana-2146	229	39	5.6	5.6	NUM
cana-2146	229	40	9.1	9.1	NUM
cana-2146	229	41	6.4	6.4	NUM
cana-2146	229	42	6.8	6.8	NUM
cana-2146	229	43	cancer	cancer	NOUN
cana-2146	229	44	-	-	PUNCT
cana-2146	229	45	protein	protein	NOUN
cana-2146	229	46	drug	drug	NOUN
cana-2146	229	47	data	datum	NOUN
cana-2146	229	48	set	set	VERB
cana-2146	229	49	5.4	5.4	NUM
cana-2146	229	50	7.5	7.5	NUM
cana-2146	229	51	7.4	7.4	NUM
cana-2146	229	52	5.4	5.4	NUM
cana-2146	229	53	cancer	cancer	NOUN
cana-2146	229	54	-	-	PUNCT
cana-2146	229	55	protein	protein	NOUN
cana-2146	229	56	drug	drug	NOUN
cana-2146	229	57	data	datum	NOUN
cana-2146	229	58	set	set	VERB
cana-2146	229	59	4.6	4.6	NUM
cana-2146	229	60	9.6	9.6	NUM
cana-2146	229	61	6.5	6.5	NUM
cana-2146	229	62	6.7	6.7	NUM
cana-2146	229	63	in	in	ADP
cana-2146	229	64	figure	figure	NOUN
cana-2146	229	65	7	7	NUM
cana-2146	229	66	,	,	PUNCT
cana-2146	229	67	the	the	DET
cana-2146	229	68	entire	entire	ADJ
cana-2146	229	69	time	time	NOUN
cana-2146	229	70	length	length	NOUN
cana-2146	229	71	of	of	ADP
cana-2146	229	72	the	the	DET
cana-2146	229	73	suggested	suggest	VERB
cana-2146	229	74	strategy	strategy	NOUN
cana-2146	229	75	is	be	AUX
cana-2146	229	76	compared	compare	VERB
cana-2146	229	77	to	to	ADP
cana-2146	229	78	more	more	ADJ
cana-2146	229	79	conventional	conventional	ADJ
cana-2146	229	80	ones	one	NOUN
cana-2146	229	81	.	.	PUNCT
cana-2146	230	1	figure	figure	VERB
cana-2146	230	2	7	7	NUM
cana-2146	230	3	:	:	PUNCT
cana-2146	230	4	time	time	NOUN
cana-2146	230	5	efficiency	efficiency	NOUN
cana-2146	230	6	in	in	ADP
cana-2146	230	7	processing	processing	NOUN
cana-2146	230	8	data	datum	NOUN
cana-2146	230	9	sets	set	NOUN
cana-2146	230	10	for	for	ADP
cana-2146	230	11	cancer	cancer	NOUN
cana-2146	230	12	subcancer	subcancer	NOUN
cana-2146	230	13	drugs	drug	NOUN
cana-2146	230	14	.	.	PUNCT
cana-2146	231	1	the	the	DET
cana-2146	231	2	suggested	suggest	VERB
cana-2146	231	3	method	method	NOUN
cana-2146	231	4	uses	use	VERB
cana-2146	231	5	a	a	DET
cana-2146	231	6	fraction	fraction	NOUN
cana-2146	231	7	of	of	ADP
cana-2146	231	8	the	the	DET
cana-2146	231	9	time	time	NOUN
cana-2146	231	10	required	require	VERB
cana-2146	231	11	by	by	ADP
cana-2146	231	12	cnn	cnn	PROPN
cana-2146	231	13	and	and	CCONJ
cana-2146	231	14	fccnn	fccnn	PROPN
cana-2146	231	15	.	.	PUNCT
cana-2146	232	1	because	because	SCONJ
cana-2146	232	2	of	of	ADP
cana-2146	232	3	the	the	DET
cana-2146	232	4	iterations	iteration	NOUN
cana-2146	232	5	used	use	VERB
cana-2146	232	6	to	to	PART
cana-2146	232	7	assess	assess	VERB
cana-2146	232	8	the	the	DET
cana-2146	232	9	water	water	NOUN
cana-2146	232	10	body	body	NOUN
cana-2146	232	11	prediction	prediction	NOUN
cana-2146	232	12	from	from	ADP
cana-2146	232	13	the	the	DET
cana-2146	232	14	cancer	cancer	NOUN
cana-2146	232	15	subcancer	subcancer	NOUN
cana-2146	232	16	drug	drug	NOUN
cana-2146	232	17	datasets	dataset	NOUN
cana-2146	232	18	,	,	PUNCT
cana-2146	232	19	these	these	DET
cana-2146	232	20	methods	method	NOUN
cana-2146	232	21	are	be	AUX
cana-2146	232	22	very	very	ADV
cana-2146	232	23	time	time	NOUN
cana-2146	232	24	-	-	PUNCT
cana-2146	232	25	consuming	consume	VERB
cana-2146	232	26	,	,	PUNCT
cana-2146	232	27	in	in	ADP
cana-2146	232	28	contrast	contrast	NOUN
cana-2146	232	29	to	to	ADP
cana-2146	232	30	mecnet	mecnet	NOUN
cana-2146	232	31	,	,	PUNCT
cana-2146	232	32	which	which	PRON
cana-2146	232	33	takes	take	VERB
cana-2146	232	34	about	about	ADP
cana-2146	232	35	the	the	DET
cana-2146	232	36	same	same	ADJ
cana-2146	232	37	amount	amount	NOUN
cana-2146	232	38	of	of	ADP
cana-2146	232	39	time	time	NOUN
cana-2146	232	40	to	to	PART
cana-2146	232	41	process	process	VERB
cana-2146	232	42	all	all	PRON
cana-2146	232	43	of	of	ADP
cana-2146	232	44	the	the	DET
cana-2146	232	45	datasets	dataset	NOUN
cana-2146	232	46	.	.	PUNCT
cana-2146	233	1	values	value	NOUN
cana-2146	233	2	associated	associate	VERB
cana-2146	233	3	with	with	ADP
cana-2146	233	4	subbased	subbase	VERB
cana-2146	233	5	p	p	ADJ
cana-2146	233	6	-	-	PUNCT
cana-2146	233	7	glycoprotein	glycoprotein	NOUN
cana-2146	233	8	drug	drug	NOUN
cana-2146	233	9	prediction	prediction	NOUN
cana-2146	233	10	from	from	ADP
cana-2146	233	11	cancer	cancer	NOUN
cana-2146	233	12	subcancer	subcancer	NOUN
cana-2146	233	13	subcancer	subcancer	PROPN
cana-2146	233	14	drug	drug	PROPN
cana-2146	233	15	data	datum	NOUN
cana-2146	233	16	sets	set	NOUN
cana-2146	233	17	are	be	AUX
cana-2146	233	18	shown	show	VERB
cana-2146	233	19	in	in	ADP
cana-2146	233	20	table	table	NOUN
cana-2146	233	21	5	5	NUM
cana-2146	233	22	.	.	PUNCT
cana-2146	234	1	it	it	PRON
cana-2146	234	2	explains	explain	VERB
cana-2146	234	3	the	the	DET
cana-2146	234	4	effective	effective	ADJ
cana-2146	234	5	precision	precision	NOUN
cana-2146	234	6	values	value	NOUN
cana-2146	234	7	in	in	ADP
cana-2146	234	8	comparison	comparison	NOUN
cana-2146	234	9	to	to	ADP
cana-2146	234	10	more	more	ADJ
cana-2146	234	11	conventional	conventional	ADJ
cana-2146	234	12	methods	method	NOUN
cana-2146	234	13	..	..	PUNCT
cana-2146	234	14	table	table	NOUN
cana-2146	234	15	5	5	NUM
cana-2146	234	16	final	final	ADJ
cana-2146	234	17	prediction	prediction	NOUN
cana-2146	234	18	accuracy	accuracy	NOUN
cana-2146	234	19	values	value	NOUN
cana-2146	234	20	.	.	PUNCT
cana-2146	235	1	accuracy	accuracy	NOUN
cana-2146	235	2	cancerdrug	cancerdrug	NOUN
cana-2146	235	3	data	datum	NOUN
cana-2146	235	4	set	set	VERB
cana-2146	235	5	datasets	dataset	NOUN
cana-2146	235	6	implemented	implement	VERB
cana-2146	235	7	approach	approach	NOUN
cana-2146	235	8	cnn	cnn	PROPN
cana-2146	235	9	mecnet	mecnet	PROPN
cana-2146	235	10	fccnn	fccnn	PROPN
cana-2146	235	11	cancer	cancer	NOUN
cana-2146	235	12	-	-	PUNCT
cana-2146	235	13	protein	protein	NOUN
cana-2146	235	14	drug	drug	NOUN
cana-2146	235	15	data	datum	NOUN
cana-2146	235	16	set	set	VERB
cana-2146	235	17	84	84	NUM
cana-2146	235	18	71	71	NUM
cana-2146	235	19	68	68	NUM
cana-2146	235	20	69	69	NUM
cana-2146	235	21	cancer	cancer	NOUN
cana-2146	235	22	-	-	PUNCT
cana-2146	235	23	protein	protein	NOUN
cana-2146	235	24	drug	drug	NOUN
cana-2146	235	25	data	datum	NOUN
cana-2146	235	26	set	set	VERB
cana-2146	235	27	96	96	NUM
cana-2146	235	28	61	61	NUM
cana-2146	235	29	81	81	NUM
cana-2146	235	30	62	62	NUM
cana-2146	235	31	cancer	cancer	NOUN
cana-2146	235	32	-	-	PUNCT
cana-2146	235	33	protein	protein	NOUN
cana-2146	235	34	drug	drug	NOUN
cana-2146	235	35	data	datum	NOUN
cana-2146	235	36	set	set	VERB
cana-2146	235	37	92	92	NUM
cana-2146	235	38	76	76	NUM
cana-2146	235	39	76	76	NUM
cana-2146	235	40	75	75	NUM
cana-2146	235	41	communications	communication	NOUN
cana-2146	235	42	on	on	ADP
cana-2146	235	43	applied	apply	VERB
cana-2146	235	44	nonlinear	nonlinear	ADJ
cana-2146	235	45	analysis	analysis	NOUN
cana-2146	235	46	issn	issn	NOUN
cana-2146	235	47	:	:	PUNCT
cana-2146	235	48	1074	1074	NUM
cana-2146	235	49	-	-	PUNCT
cana-2146	235	50	133x	133x	NUM
cana-2146	235	51	vol	vol	NOUN
cana-2146	235	52	32	32	NUM
cana-2146	236	1	no	no	NOUN
cana-2146	236	2	.	.	PUNCT
cana-2146	237	1	1s	1s	NUM
cana-2146	237	2	(	(	PUNCT
cana-2146	237	3	2025	2025	NUM
cana-2146	237	4	)	)	PUNCT
cana-2146	237	5	177	177	NUM
cana-2146	237	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-2146	237	7	cancer	cancer	NOUN
cana-2146	237	8	-	-	PUNCT
cana-2146	237	9	protein	protein	NOUN
cana-2146	237	10	drug	drug	NOUN
cana-2146	237	11	data	datum	NOUN
cana-2146	237	12	set	set	VERB
cana-2146	237	13	89	89	NUM
cana-2146	237	14	60	60	NUM
cana-2146	237	15	84	84	NUM
cana-2146	237	16	63	63	NUM
cana-2146	237	17	cancer	cancer	NOUN
cana-2146	237	18	-	-	PUNCT
cana-2146	237	19	protein	protein	NOUN
cana-2146	237	20	drug	drug	NOUN
cana-2146	237	21	data	datum	NOUN
cana-2146	237	22	set	set	VERB
cana-2146	237	23	93	93	NUM
cana-2146	237	24	67	67	NUM
cana-2146	237	25	88	88	NUM
cana-2146	237	26	71	71	NUM
cana-2146	237	27	the	the	DET
cana-2146	237	28	implemented	implement	VERB
cana-2146	237	29	approach	approach	NOUN
cana-2146	237	30	outperforms	outperform	VERB
cana-2146	237	31	conventional	conventional	ADJ
cana-2146	237	32	cnn	cnn	PROPN
cana-2146	237	33	,	,	PUNCT
cana-2146	237	34	fccnn	fccnn	PROPN
cana-2146	237	35	,	,	PUNCT
cana-2146	237	36	and	and	CCONJ
cana-2146	237	37	mecnet	mecnet	NOUN
cana-2146	237	38	with	with	ADP
cana-2146	237	39	an	an	DET
cana-2146	237	40	overall	overall	ADJ
cana-2146	237	41	accuracy	accuracy	NOUN
cana-2146	237	42	close	close	ADV
cana-2146	237	43	to	to	ADP
cana-2146	237	44	99	99	NUM
cana-2146	237	45	%	%	NOUN
cana-2146	237	46	.	.	PUNCT
cana-2146	238	1	mecnet	mecnet	NOUN
cana-2146	238	2	performs	perform	VERB
cana-2146	238	3	nearly	nearly	ADV
cana-2146	238	4	as	as	ADV
cana-2146	238	5	well	well	ADV
cana-2146	238	6	with	with	ADP
cana-2146	238	7	the	the	DET
cana-2146	238	8	implemented	implement	VERB
cana-2146	238	9	approach	approach	NOUN
cana-2146	238	10	as	as	ADP
cana-2146	238	11	with	with	ADP
cana-2146	238	12	nhhm	nhhm	NOUN
cana-2146	238	13	,	,	PUNCT
cana-2146	238	14	while	while	SCONJ
cana-2146	238	15	the	the	DET
cana-2146	238	16	other	other	ADJ
cana-2146	238	17	approaches	approach	NOUN
cana-2146	238	18	provide	provide	VERB
cana-2146	238	19	less	less	ADJ
cana-2146	238	20	accuracy	accuracy	NOUN
cana-2146	238	21	..	..	PUNCT
cana-2146	238	22	figure	figure	NOUN
cana-2146	238	23	8	8	NUM
cana-2146	238	24	accuracy	accuracy	NOUN
cana-2146	238	25	of	of	ADP
cana-2146	238	26	processing	process	VERB
cana-2146	238	27	different	different	ADJ
cana-2146	238	28	data	data	NOUN
cana-2146	238	29	sets	set	NOUN
cana-2146	238	30	.	.	PUNCT
cana-2146	239	1	using	use	VERB
cana-2146	239	2	data	datum	NOUN
cana-2146	239	3	sets	set	NOUN
cana-2146	239	4	on	on	ADP
cana-2146	239	5	cancer	cancer	NOUN
cana-2146	239	6	drugs	drug	NOUN
cana-2146	239	7	,	,	PUNCT
cana-2146	239	8	figure	figure	VERB
cana-2146	239	9	8	8	NUM
cana-2146	239	10	shows	show	VERB
cana-2146	239	11	the	the	DET
cana-2146	239	12	overall	overall	ADJ
cana-2146	239	13	accuracy	accuracy	NOUN
cana-2146	239	14	performance	performance	NOUN
cana-2146	239	15	.	.	PUNCT
cana-2146	240	1	in	in	ADP
cana-2146	240	2	comparison	comparison	NOUN
cana-2146	240	3	to	to	ADP
cana-2146	240	4	more	more	ADJ
cana-2146	240	5	conventional	conventional	ADJ
cana-2146	240	6	methods	method	NOUN
cana-2146	240	7	for	for	ADP
cana-2146	240	8	predicting	predict	VERB
cana-2146	240	9	based	base	VERB
cana-2146	240	10	p	p	NOUN
cana-2146	240	11	-	-	PUNCT
cana-2146	240	12	glycoprotein	glycoprotein	NOUN
cana-2146	240	13	drugs	drug	NOUN
cana-2146	240	14	from	from	ADP
cana-2146	240	15	sub	sub	NOUN
cana-2146	240	16	cancer	cancer	NOUN
cana-2146	240	17	drug	drug	NOUN
cana-2146	240	18	datasets	dataset	NOUN
cana-2146	240	19	,	,	PUNCT
cana-2146	240	20	the	the	DET
cana-2146	240	21	suggested	suggest	VERB
cana-2146	240	22	method	method	NOUN
cana-2146	240	23	outperforms	outperform	VERB
cana-2146	240	24	them	they	PRON
cana-2146	240	25	in	in	ADP
cana-2146	240	26	terms	term	NOUN
cana-2146	240	27	of	of	ADP
cana-2146	240	28	efficiency	efficiency	NOUN
cana-2146	240	29	and	and	CCONJ
cana-2146	240	30	effectiveness	effectiveness	NOUN
cana-2146	240	31	(	(	PUNCT
cana-2146	240	32	see	see	VERB
cana-2146	240	33	figure	figure	NOUN
cana-2146	240	34	8	8	NUM
cana-2146	240	35	for	for	ADP
cana-2146	240	36	details	detail	NOUN
cana-2146	240	37	)	)	PUNCT
cana-2146	240	38	.	.	PUNCT
cana-2146	241	1	figure	figure	NOUN
cana-2146	241	2	9	9	NUM
cana-2146	241	3	.	.	PUNCT
cana-2146	241	4	performance	performance	NOUN
cana-2146	241	5	evaluation	evaluation	NOUN
cana-2146	241	6	of	of	ADP
cana-2146	241	7	time	time	NOUN
cana-2146	241	8	with	with	ADP
cana-2146	241	9	respect	respect	NOUN
cana-2146	241	10	to	to	ADP
cana-2146	241	11	cancerbased	cancerbase	VERB
cana-2146	241	12	p	p	NOUN
cana-2146	241	13	-	-	PUNCT
cana-2146	241	14	glycoprotein	glycoprotein	NOUN
cana-2146	241	15	drugprediction	drugprediction	NOUN
cana-2146	241	16	.	.	PUNCT
cana-2146	242	1	figure	figure	NOUN
cana-2146	242	2	9	9	NUM
cana-2146	242	3	shows	show	VERB
cana-2146	242	4	the	the	DET
cana-2146	242	5	overall	overall	ADJ
cana-2146	242	6	performance	performance	NOUN
cana-2146	242	7	of	of	ADP
cana-2146	242	8	time	time	NOUN
cana-2146	242	9	about	about	ADP
cana-2146	242	10	the	the	DET
cana-2146	242	11	prediction	prediction	NOUN
cana-2146	242	12	of	of	ADP
cana-2146	242	13	cancer	cancer	NOUN
cana-2146	242	14	-	-	PUNCT
cana-2146	242	15	based	base	VERB
cana-2146	242	16	p	p	NOUN
cana-2146	242	17	-	-	PUNCT
cana-2146	242	18	glycoprotein	glycoprotein	NOUN
cana-2146	242	19	drugs	drug	NOUN
cana-2146	242	20	,	,	PUNCT
cana-2146	242	21	and	and	CCONJ
cana-2146	242	22	it	it	PRON
cana-2146	242	23	depicts	depict	VERB
cana-2146	242	24	how	how	SCONJ
cana-2146	242	25	the	the	DET
cana-2146	242	26	performance	performance	NOUN
cana-2146	242	27	of	of	ADP
cana-2146	242	28	the	the	DET
cana-2146	242	29	implemented	implement	VERB
cana-2146	242	30	approach	approach	NOUN
cana-2146	242	31	is	be	AUX
cana-2146	242	32	better	well	ADJ
cana-2146	242	33	and	and	CCONJ
cana-2146	242	34	more	more	ADV
cana-2146	242	35	efficient	efficient	ADJ
cana-2146	242	36	than	than	ADP
cana-2146	242	37	traditional	traditional	ADJ
cana-2146	242	38	ways	way	NOUN
cana-2146	242	39	as	as	ADP
cana-2146	242	40	the	the	DET
cana-2146	242	41	number	number	NOUN
cana-2146	242	42	of	of	ADP
cana-2146	242	43	cancer	cancer	NOUN
cana-2146	242	44	-	-	PUNCT
cana-2146	242	45	subcancer	subcancer	NOUN
cana-2146	242	46	drug	drug	NOUN
cana-2146	242	47	data	datum	NOUN
cana-2146	242	48	sets	set	VERB
cana-2146	242	49	increases	increase	NOUN
cana-2146	242	50	.	.	PUNCT
cana-2146	243	1	when	when	SCONJ
cana-2146	243	2	it	it	PRON
cana-2146	243	3	comes	come	VERB
cana-2146	243	4	to	to	ADP
cana-2146	243	5	predicting	predict	VERB
cana-2146	243	6	cancer	cancer	NOUN
cana-2146	243	7	-	-	PUNCT
cana-2146	243	8	based	base	VERB
cana-2146	243	9	p	p	NOUN
cana-2146	243	10	-	-	PUNCT
cana-2146	243	11	glycoprotein	glycoprotein	NOUN
cana-2146	243	12	medications	medication	NOUN
cana-2146	243	13	from	from	ADP
cana-2146	243	14	cancer	cancer	NOUN
cana-2146	243	15	subcancer	subcancer	NOUN
cana-2146	243	16	drug	drug	NOUN
cana-2146	243	17	datasets	dataset	NOUN
cana-2146	243	18	,	,	PUNCT
cana-2146	243	19	cnn	cnn	PROPN
cana-2146	243	20	and	and	CCONJ
cana-2146	243	21	fccn	fccn	PROPN
cana-2146	243	22	are	be	AUX
cana-2146	243	23	nearly	nearly	ADV
cana-2146	243	24	on	on	ADP
cana-2146	243	25	par	par	NOUN
cana-2146	243	26	.	.	PUNCT
cana-2146	244	1	table	table	NOUN
cana-2146	244	2	6	6	NUM
cana-2146	244	3	.	.	PUNCT
cana-2146	244	4	cancerbased	cancerbase	VERB
cana-2146	244	5	p	p	ADJ
cana-2146	244	6	-	-	PUNCT
cana-2146	244	7	glycoprotein	glycoprotein	NOUN
cana-2146	244	8	drugprediction	drugprediction	NOUN
cana-2146	244	9	time	time	NOUN
cana-2146	244	10	values	value	VERB
cana-2146	244	11	communications	communication	NOUN
cana-2146	244	12	on	on	ADP
cana-2146	244	13	applied	apply	VERB
cana-2146	244	14	nonlinear	nonlinear	ADJ
cana-2146	244	15	analysis	analysis	NOUN
cana-2146	244	16	issn	issn	NOUN
cana-2146	244	17	:	:	PUNCT
cana-2146	244	18	1074	1074	NUM
cana-2146	244	19	-	-	PUNCT
cana-2146	244	20	133x	133x	NUM
cana-2146	244	21	vol	vol	NOUN
cana-2146	244	22	32	32	NUM
cana-2146	245	1	no	no	NOUN
cana-2146	245	2	.	.	PUNCT
cana-2146	246	1	1s	1s	NUM
cana-2146	246	2	(	(	PUNCT
cana-2146	246	3	2025	2025	NUM
cana-2146	246	4	)	)	PUNCT
cana-2146	246	5	178	178	NUM
cana-2146	246	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-2146	246	7	time	time	NOUN
cana-2146	246	8	(	(	PUNCT
cana-2146	246	9	secs	secs	NOUN
cana-2146	246	10	)	)	PUNCT
cana-2146	246	11	cancerbased	cancerbase	VERB
cana-2146	246	12	p	p	ADJ
cana-2146	246	13	-	-	PUNCT
cana-2146	246	14	glycoprotein	glycoprotein	NOUN
cana-2146	246	15	drugprediction	drugprediction	NOUN
cana-2146	246	16	cancer	cancer	NOUN
cana-2146	246	17	drug	drug	NOUN
cana-2146	246	18	data	datum	NOUN
cana-2146	246	19	sets	set	NOUN
cana-2146	246	20	implemented	implement	VERB
cana-2146	246	21	approach	approach	NOUN
cana-2146	246	22	cnn	cnn	PROPN
cana-2146	246	23	mecnet	mecnet	PROPN
cana-2146	246	24	fccnn	fccnn	PROPN
cana-2146	246	25	cancer	cancer	NOUN
cana-2146	246	26	-	-	PUNCT
cana-2146	246	27	protein	protein	NOUN
cana-2146	246	28	drug	drug	NOUN
cana-2146	246	29	data	datum	NOUN
cana-2146	246	30	set	set	VERB
cana-2146	246	31	14.56	14.56	NUM
cana-2146	246	32	22.42	22.42	NUM
cana-2146	246	33	26.34	26.34	NUM
cana-2146	246	34	27.42	27.42	NUM
cana-2146	246	35	cancer	cancer	NOUN
cana-2146	246	36	-	-	PUNCT
cana-2146	246	37	protein	protein	NOUN
cana-2146	246	38	drug	drug	NOUN
cana-2146	246	39	data	datum	NOUN
cana-2146	246	40	set	set	VERB
cana-2146	246	41	16.52	16.52	NUM
cana-2146	246	42	17.41	17.41	NUM
cana-2146	246	43	28.45	28.45	NUM
cana-2146	246	44	29.51	29.51	NUM
cana-2146	246	45	cancer	cancer	NOUN
cana-2146	246	46	-	-	PUNCT
cana-2146	246	47	protein	protein	NOUN
cana-2146	246	48	drug	drug	NOUN
cana-2146	246	49	data	datum	NOUN
cana-2146	246	50	set	set	VERB
cana-2146	246	51	17.82	17.82	NUM
cana-2146	246	52	28.49	28.49	NUM
cana-2146	246	53	29.38	29.38	NUM
cana-2146	246	54	25.48	25.48	NUM
cana-2146	246	55	cancer	cancer	NOUN
cana-2146	246	56	-	-	PUNCT
cana-2146	246	57	protein	protein	NOUN
cana-2146	246	58	drug	drug	NOUN
cana-2146	246	59	data	datum	NOUN
cana-2146	246	60	set	set	VERB
cana-2146	246	61	19.55	19.55	NUM
cana-2146	246	62	30.54	30.54	NUM
cana-2146	246	63	31.82	31.82	NUM
cana-2146	246	64	38.15	38.15	NUM
cana-2146	246	65	cancer	cancer	NOUN
cana-2146	246	66	-	-	PUNCT
cana-2146	246	67	protein	protein	NOUN
cana-2146	246	68	drug	drug	NOUN
cana-2146	246	69	data	datum	NOUN
cana-2146	246	70	set	set	VERB
cana-2146	246	71	19.72	19.72	NUM
cana-2146	246	72	20.33	20.33	NUM
cana-2146	246	73	23.35	23.35	NUM
cana-2146	246	74	28.35	28.35	NUM
cana-2146	246	75	the	the	DET
cana-2146	246	76	time	time	NOUN
cana-2146	246	77	values	value	NOUN
cana-2146	246	78	of	of	ADP
cana-2146	246	79	the	the	DET
cana-2146	246	80	sub	sub	NOUN
cana-2146	246	81	cancer	cancer	NOUN
cana-2146	246	82	drug	drug	NOUN
cana-2146	246	83	data	datum	NOUN
cana-2146	246	84	set	set	VERB
cana-2146	246	85	in	in	ADP
cana-2146	246	86	relation	relation	NOUN
cana-2146	246	87	to	to	ADP
cana-2146	246	88	the	the	DET
cana-2146	246	89	based	base	VERB
cana-2146	246	90	p	p	NOUN
cana-2146	246	91	-	-	PUNCT
cana-2146	246	92	glycoprotein	glycoprotein	NOUN
cana-2146	246	93	drug	drug	NOUN
cana-2146	246	94	prediction	prediction	NOUN
cana-2146	246	95	of	of	ADP
cana-2146	246	96	various	various	ADJ
cana-2146	246	97	cancer	cancer	NOUN
cana-2146	246	98	sub	sub	NOUN
cana-2146	246	99	drug	drug	NOUN
cana-2146	246	100	data	datum	NOUN
cana-2146	246	101	sets	set	NOUN
cana-2146	246	102	are	be	AUX
cana-2146	246	103	displayed	display	VERB
cana-2146	246	104	in	in	ADP
cana-2146	246	105	table	table	NOUN
cana-2146	246	106	6	6	NUM
cana-2146	246	107	.	.	PUNCT
cana-2146	246	108	table	table	NOUN
cana-2146	246	109	8	8	NUM
cana-2146	246	110	displays	display	VERB
cana-2146	246	111	the	the	DET
cana-2146	246	112	results	result	NOUN
cana-2146	246	113	of	of	ADP
cana-2146	246	114	the	the	DET
cana-2146	246	115	cancer	cancer	NOUN
cana-2146	246	116	sub	sub	NOUN
cana-2146	246	117	drug	drug	NOUN
cana-2146	246	118	data	data	PROPN
cana-2146	246	119	sets	set	NOUN
cana-2146	246	120	'	'	PART
cana-2146	246	121	predictions	prediction	NOUN
cana-2146	246	122	for	for	ADP
cana-2146	246	123	based	base	VERB
cana-2146	246	124	p	p	NOUN
cana-2146	246	125	-	-	PUNCT
cana-2146	246	126	glycoprotein	glycoprotein	NOUN
cana-2146	246	127	drugs	drug	NOUN
cana-2146	246	128	in	in	ADP
cana-2146	246	129	relation	relation	NOUN
cana-2146	246	130	to	to	ADP
cana-2146	246	131	the	the	DET
cana-2146	246	132	enhancement	enhancement	NOUN
cana-2146	246	133	of	of	ADP
cana-2146	246	134	these	these	DET
cana-2146	246	135	databases	database	NOUN
cana-2146	246	136	cancerbased	cancerbase	VERB
cana-2146	246	137	p	p	ADJ
cana-2146	246	138	-	-	PUNCT
cana-2146	246	139	glycoprotein	glycoprotein	NOUN
cana-2146	246	140	drugprediction	drugprediction	NOUN
cana-2146	246	141	ratio	ratio	NOUN
cana-2146	246	142	cancer	cancer	NOUN
cana-2146	246	143	drug	drug	PROPN
cana-2146	246	144	data	datum	NOUN
cana-2146	246	145	sets	set	NOUN
cana-2146	246	146	implemented	implement	VERB
cana-2146	246	147	approach	approach	NOUN
cana-2146	246	148	cnn	cnn	PROPN
cana-2146	246	149	mecnet	mecnet	PROPN
cana-2146	246	150	fccnn	fccnn	PROPN
cana-2146	246	151	cancer	cancer	NOUN
cana-2146	246	152	-	-	PUNCT
cana-2146	246	153	protein	protein	NOUN
cana-2146	246	154	drug	drug	NOUN
cana-2146	246	155	data	datum	NOUN
cana-2146	246	156	set	set	VERB
cana-2146	246	157	99.75	99.75	NUM
cana-2146	247	1	89.42	89.42	NUM
cana-2146	247	2	87.24	87.24	NUM
cana-2146	247	3	80.14	80.14	NUM
cana-2146	247	4	cancer	cancer	NOUN
cana-2146	247	5	-	-	PUNCT
cana-2146	247	6	protein	protein	NOUN
cana-2146	247	7	drug	drug	NOUN
cana-2146	247	8	data	datum	NOUN
cana-2146	247	9	set	set	VERB
cana-2146	247	10	93.71	93.71	NUM
cana-2146	247	11	87.52	87.52	NUM
cana-2146	247	12	88.45	88.45	NUM
cana-2146	247	13	82.45	82.45	NUM
cana-2146	247	14	cancer	cancer	NOUN
cana-2146	247	15	-	-	PUNCT
cana-2146	247	16	protein	protein	NOUN
cana-2146	247	17	drug	drug	NOUN
cana-2146	247	18	data	datum	NOUN
cana-2146	247	19	set	set	VERB
cana-2146	247	20	97.24	97.24	NUM
cana-2146	247	21	82.14	82.14	NUM
cana-2146	247	22	84.26	84.26	NUM
cana-2146	247	23	85.64	85.64	NUM
cana-2146	247	24	cancer	cancer	NOUN
cana-2146	247	25	-	-	PUNCT
cana-2146	247	26	protein	protein	NOUN
cana-2146	247	27	drug	drug	NOUN
cana-2146	247	28	data	datum	NOUN
cana-2146	247	29	set	set	VERB
cana-2146	247	30	96.52	96.52	NUM
cana-2146	247	31	84.32	84.32	NUM
cana-2146	247	32	87.45	87.45	NUM
cana-2146	247	33	79.23	79.23	NUM
cana-2146	247	34	cancer	cancer	NOUN
cana-2146	247	35	-	-	PUNCT
cana-2146	247	36	protein	protein	NOUN
cana-2146	247	37	drug	drug	NOUN
cana-2146	247	38	data	datum	NOUN
cana-2146	247	39	set	set	VERB
cana-2146	247	40	98.74	98.74	NUM
cana-2146	247	41	88.12	88.12	NUM
cana-2146	247	42	88.24	88.24	NUM
cana-2146	247	43	72.56	72.56	NUM
cana-2146	247	44	table	table	NOUN
cana-2146	247	45	7	7	NUM
cana-2146	247	46	.	.	PUNCT
cana-2146	247	47	cancerbased	cancerbase	VERB
cana-2146	247	48	p	p	ADJ
cana-2146	247	49	-	-	PUNCT
cana-2146	247	50	glycoprotein	glycoprotein	NOUN
cana-2146	247	51	drugprediction	drugprediction	NOUN
cana-2146	247	52	ratio	ratio	NOUN
cana-2146	247	53	values	value	NOUN
cana-2146	247	54	.	.	PUNCT
cana-2146	248	1	as	as	SCONJ
cana-2146	248	2	the	the	DET
cana-2146	248	3	amount	amount	NOUN
cana-2146	248	4	of	of	ADP
cana-2146	248	5	cancer	cancer	NOUN
cana-2146	248	6	-	-	PUNCT
cana-2146	248	7	related	relate	VERB
cana-2146	248	8	drug	drug	NOUN
cana-2146	248	9	data	datum	NOUN
cana-2146	248	10	sets	set	NOUN
cana-2146	248	11	grows	grow	VERB
cana-2146	248	12	,	,	PUNCT
cana-2146	248	13	the	the	DET
cana-2146	248	14	prediction	prediction	NOUN
cana-2146	248	15	ratio	ratio	NOUN
cana-2146	248	16	improves	improve	VERB
cana-2146	248	17	in	in	ADP
cana-2146	248	18	comparison	comparison	NOUN
cana-2146	248	19	to	to	ADP
cana-2146	248	20	more	more	ADJ
cana-2146	248	21	conventional	conventional	ADJ
cana-2146	248	22	methods	method	NOUN
cana-2146	248	23	figure	figure	VERB
cana-2146	248	24	10	10	NUM
cana-2146	248	25	.	.	PUNCT
cana-2146	249	1	performance	performance	NOUN
cana-2146	249	2	of	of	ADP
cana-2146	249	3	prediction	prediction	NOUN
cana-2146	249	4	of	of	ADP
cana-2146	249	5	with	with	ADP
cana-2146	249	6	respect	respect	NOUN
cana-2146	249	7	to	to	PART
cana-2146	249	8	sub	sub	VERB
cana-2146	249	9	cancer	cancer	NOUN
cana-2146	249	10	drug	drug	NOUN
cana-2146	249	11	data	data	NOUN
cana-2146	249	12	sets	set	NOUN
cana-2146	249	13	.	.	PUNCT
cana-2146	250	1	figure	figure	NOUN
cana-2146	250	2	10	10	NUM
cana-2146	250	3	shows	show	VERB
cana-2146	250	4	the	the	DET
cana-2146	250	5	results	result	NOUN
cana-2146	250	6	of	of	ADP
cana-2146	250	7	the	the	DET
cana-2146	250	8	sub	sub	NOUN
cana-2146	250	9	cancer	cancer	NOUN
cana-2146	250	10	drug	drug	NOUN
cana-2146	250	11	data	data	PROPN
cana-2146	250	12	sets	set	NOUN
cana-2146	250	13	'	'	PART
cana-2146	250	14	performance	performance	NOUN
cana-2146	250	15	in	in	ADP
cana-2146	250	16	relation	relation	NOUN
cana-2146	250	17	to	to	ADP
cana-2146	250	18	the	the	DET
cana-2146	250	19	improvement	improvement	NOUN
cana-2146	250	20	of	of	ADP
cana-2146	250	21	based	base	VERB
cana-2146	250	22	p	p	NOUN
cana-2146	250	23	-	-	PUNCT
cana-2146	250	24	glycoprotein	glycoprotein	NOUN
cana-2146	250	25	drug	drug	NOUN
cana-2146	250	26	prediction	prediction	NOUN
cana-2146	250	27	for	for	ADP
cana-2146	250	28	cancer	cancer	NOUN
cana-2146	250	29	.	.	PUNCT
cana-2146	251	1	in	in	ADP
cana-2146	251	2	comparison	comparison	NOUN
cana-2146	251	3	to	to	ADP
cana-2146	251	4	more	more	ADJ
cana-2146	251	5	conventional	conventional	ADJ
cana-2146	251	6	methods	method	NOUN
cana-2146	251	7	,	,	PUNCT
cana-2146	251	8	the	the	DET
cana-2146	251	9	suggested	suggest	VERB
cana-2146	251	10	method	method	NOUN
cana-2146	251	11	produces	produce	VERB
cana-2146	251	12	a	a	DET
cana-2146	251	13	more	more	ADV
cana-2146	251	14	accurate	accurate	ADJ
cana-2146	251	15	and	and	CCONJ
cana-2146	251	16	efficient	efficient	ADJ
cana-2146	251	17	prediction	prediction	NOUN
cana-2146	251	18	ratio	ratio	NOUN
cana-2146	251	19	when	when	SCONJ
cana-2146	251	20	dealing	deal	VERB
cana-2146	251	21	with	with	ADP
cana-2146	251	22	larger	large	ADJ
cana-2146	251	23	cancer	cancer	NOUN
cana-2146	251	24	sub	sub	NOUN
cana-2146	251	25	cancer	cancer	NOUN
cana-2146	251	26	drug	drug	NOUN
cana-2146	251	27	datasets	dataset	NOUN
cana-2146	251	28	.	.	PUNCT
cana-2146	252	1	when	when	SCONJ
cana-2146	252	2	it	it	PRON
cana-2146	252	3	comes	come	VERB
cana-2146	252	4	to	to	ADP
cana-2146	252	5	the	the	DET
cana-2146	252	6	dimensionality	dimensionality	NOUN
cana-2146	252	7	of	of	ADP
cana-2146	252	8	the	the	DET
cana-2146	252	9	communications	communication	NOUN
cana-2146	252	10	on	on	ADP
cana-2146	252	11	applied	apply	VERB
cana-2146	252	12	nonlinear	nonlinear	ADJ
cana-2146	252	13	analysis	analysis	NOUN
cana-2146	252	14	issn	issn	NOUN
cana-2146	252	15	:	:	PUNCT
cana-2146	252	16	1074	1074	NUM
cana-2146	252	17	-	-	PUNCT
cana-2146	252	18	133x	133x	NUM
cana-2146	252	19	vol	vol	NOUN
cana-2146	252	20	32	32	NUM
cana-2146	252	21	no	no	NOUN
cana-2146	252	22	.	.	PUNCT
cana-2146	253	1	1s	1s	NUM
cana-2146	253	2	(	(	PUNCT
cana-2146	253	3	2025	2025	NUM
cana-2146	253	4	)	)	PUNCT
cana-2146	253	5	179	179	NUM
cana-2146	253	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-2146	253	7	cancer	cancer	NOUN
cana-2146	253	8	drug	drug	NOUN
cana-2146	253	9	dataset	dataset	PROPN
cana-2146	253	10	,	,	PUNCT
cana-2146	253	11	cnn	cnn	PROPN
cana-2146	253	12	and	and	CCONJ
cana-2146	253	13	mecnet	mecnet	PROPN
cana-2146	253	14	provide	provide	VERB
cana-2146	253	15	a	a	DET
cana-2146	253	16	much	much	ADV
cana-2146	253	17	better	well	ADJ
cana-2146	253	18	prediction	prediction	NOUN
cana-2146	253	19	ratio	ratio	NOUN
cana-2146	253	20	.	.	PUNCT
cana-2146	254	1	prediction	prediction	NOUN
cana-2146	254	2	failures	failure	NOUN
cana-2146	254	3	occur	occur	VERB
cana-2146	254	4	across	across	ADP
cana-2146	254	5	the	the	DET
cana-2146	254	6	board	board	NOUN
cana-2146	254	7	due	due	ADP
cana-2146	254	8	to	to	ADP
cana-2146	254	9	the	the	DET
cana-2146	254	10	high	high	ADJ
cana-2146	254	11	dimensionality	dimensionality	NOUN
cana-2146	254	12	of	of	ADP
cana-2146	254	13	protein	protein	NOUN
cana-2146	254	14	space	space	NOUN
cana-2146	254	15	and	and	CCONJ
cana-2146	254	16	the	the	DET
cana-2146	254	17	difficulty	difficulty	NOUN
cana-2146	254	18	of	of	ADP
cana-2146	254	19	layer	layer	NOUN
cana-2146	254	20	extraction	extraction	NOUN
cana-2146	254	21	from	from	ADP
cana-2146	254	22	various	various	ADJ
cana-2146	254	23	cancer	cancer	NOUN
cana-2146	254	24	drug	drug	NOUN
cana-2146	254	25	data	data	NOUN
cana-2146	254	26	sets	set	NOUN
cana-2146	254	27	that	that	PRON
cana-2146	254	28	contain	contain	VERB
cana-2146	254	29	patched	patched	ADJ
cana-2146	254	30	information	information	NOUN
cana-2146	254	31	.	.	PUNCT
cana-2146	255	1	in	in	ADP
cana-2146	255	2	conclusion	conclusion	NOUN
cana-2146	255	3	,	,	PUNCT
cana-2146	255	4	when	when	SCONJ
cana-2146	255	5	compared	compare	VERB
cana-2146	255	6	to	to	ADP
cana-2146	255	7	competing	compete	VERB
cana-2146	255	8	methods	method	NOUN
cana-2146	255	9	,	,	PUNCT
cana-2146	255	10	our	our	PRON
cana-2146	255	11	suggested	suggest	VERB
cana-2146	255	12	method	method	NOUN
cana-2146	255	13	produces	produce	VERB
cana-2146	255	14	superior	superior	ADJ
cana-2146	255	15	and	and	CCONJ
cana-2146	255	16	more	more	ADV
cana-2146	255	17	efficient	efficient	ADJ
cana-2146	255	18	results	result	NOUN
cana-2146	255	19	5	5	NUM
cana-2146	255	20	.	.	PUNCT
cana-2146	255	21	conclusions	conclusion	NOUN
cana-2146	255	22	scientific	scientific	ADJ
cana-2146	255	23	computer	computer	NOUN
cana-2146	255	24	vision	vision	NOUN
cana-2146	255	25	applications	application	NOUN
cana-2146	255	26	face	face	VERB
cana-2146	255	27	a	a	DET
cana-2146	255	28	formidable	formidable	ADJ
cana-2146	255	29	obstacle	obstacle	NOUN
cana-2146	255	30	in	in	ADP
cana-2146	255	31	the	the	DET
cana-2146	255	32	prediction	prediction	NOUN
cana-2146	255	33	of	of	ADP
cana-2146	255	34	based	base	VERB
cana-2146	255	35	pglycoprotein	pglycoprotein	ADJ
cana-2146	255	36	drugs	drug	NOUN
cana-2146	255	37	for	for	ADP
cana-2146	255	38	cancer	cancer	NOUN
cana-2146	255	39	.	.	PUNCT
cana-2146	256	1	researchers	researcher	NOUN
cana-2146	256	2	in	in	ADP
cana-2146	256	3	the	the	DET
cana-2146	256	4	field	field	NOUN
cana-2146	256	5	of	of	ADP
cana-2146	256	6	computer	computer	NOUN
cana-2146	256	7	vision	vision	NOUN
cana-2146	256	8	have	have	AUX
cana-2146	256	9	developed	develop	VERB
cana-2146	256	10	a	a	DET
cana-2146	256	11	variety	variety	NOUN
cana-2146	256	12	of	of	ADP
cana-2146	256	13	deep	deep	ADJ
cana-2146	256	14	learning	learning	NOUN
cana-2146	256	15	and	and	CCONJ
cana-2146	256	16	machine	machine	NOUN
cana-2146	256	17	learning	learn	VERB
cana-2146	256	18	techniques	technique	NOUN
cana-2146	256	19	for	for	ADP
cana-2146	256	20	the	the	DET
cana-2146	256	21	purpose	purpose	NOUN
cana-2146	256	22	of	of	ADP
cana-2146	256	23	identifying	identify	VERB
cana-2146	256	24	p	p	NOUN
cana-2146	256	25	-	-	PUNCT
cana-2146	256	26	glycoprotein	glycoprotein	NOUN
cana-2146	256	27	drugs	drug	NOUN
cana-2146	256	28	in	in	ADP
cana-2146	256	29	subcancer	subcancer	NOUN
cana-2146	256	30	drug	drug	NOUN
cana-2146	256	31	databases	database	NOUN
cana-2146	256	32	.	.	PUNCT
cana-2146	257	1	in	in	ADP
cana-2146	257	2	order	order	NOUN
cana-2146	257	3	to	to	PART
cana-2146	257	4	automatically	automatically	ADV
cana-2146	257	5	identify	identify	VERB
cana-2146	257	6	based	base	VERB
cana-2146	257	7	p	p	NOUN
cana-2146	257	8	-	-	PUNCT
cana-2146	257	9	glycoprotein	glycoprotein	NOUN
cana-2146	257	10	drugs	drug	NOUN
cana-2146	257	11	in	in	ADP
cana-2146	257	12	cancers	cancer	NOUN
cana-2146	257	13	,	,	PUNCT
cana-2146	257	14	we	we	PRON
cana-2146	257	15	present	present	VERB
cana-2146	257	16	a	a	DET
cana-2146	257	17	novel	novel	ADJ
cana-2146	257	18	heuristic	heuristic	ADJ
cana-2146	257	19	hybrid	hybrid	NOUN
cana-2146	257	20	model	model	NOUN
cana-2146	257	21	that	that	PRON
cana-2146	257	22	combines	combine	VERB
cana-2146	257	23	self	self	NOUN
cana-2146	257	24	-	-	PUNCT
cana-2146	257	25	organizing	organize	VERB
cana-2146	257	26	maps	map	NOUN
cana-2146	257	27	(	(	PUNCT
cana-2146	257	28	soms	som	NOUN
cana-2146	257	29	)	)	PUNCT
cana-2146	257	30	with	with	ADP
cana-2146	257	31	convolution	convolution	NOUN
cana-2146	257	32	neural	neural	ADJ
cana-2146	257	33	networks	network	NOUN
cana-2146	257	34	(	(	PUNCT
cana-2146	257	35	cnns	cnns	PROPN
cana-2146	257	36	)	)	PUNCT
cana-2146	257	37	.	.	PUNCT
cana-2146	258	1	when	when	SCONJ
cana-2146	258	2	it	it	PRON
cana-2146	258	3	comes	come	VERB
cana-2146	258	4	to	to	ADP
cana-2146	258	5	cancer	cancer	NOUN
cana-2146	258	6	subcancer	subcancer	PROPN
cana-2146	258	7	drug	drug	PROPN
cana-2146	258	8	data	datum	NOUN
cana-2146	258	9	sets	set	NOUN
cana-2146	258	10	,	,	PUNCT
cana-2146	258	11	feature	feature	NOUN
cana-2146	258	12	extraction	extraction	NOUN
cana-2146	258	13	is	be	AUX
cana-2146	258	14	the	the	DET
cana-2146	258	15	main	main	ADJ
cana-2146	258	16	challenge	challenge	NOUN
cana-2146	258	17	.	.	PUNCT
cana-2146	259	1	dimensionality	dimensionality	NOUN
cana-2146	259	2	reduction	reduction	NOUN
cana-2146	259	3	,	,	PUNCT
cana-2146	259	4	on	on	ADP
cana-2146	259	5	the	the	DET
cana-2146	259	6	other	other	ADJ
cana-2146	259	7	hand	hand	NOUN
cana-2146	259	8	,	,	PUNCT
cana-2146	259	9	helps	help	VERB
cana-2146	259	10	filter	filter	VERB
cana-2146	259	11	out	out	ADP
cana-2146	259	12	noise	noise	NOUN
cana-2146	259	13	and	and	CCONJ
cana-2146	259	14	separates	separate	VERB
cana-2146	259	15	the	the	DET
cana-2146	259	16	patches	patch	NOUN
cana-2146	259	17	that	that	PRON
cana-2146	259	18	are	be	AUX
cana-2146	259	19	affected	affect	VERB
cana-2146	259	20	by	by	ADP
cana-2146	259	21	based	base	VERB
cana-2146	259	22	p	p	NOUN
cana-2146	259	23	-	-	PUNCT
cana-2146	259	24	glycoprotein	glycoprotein	NOUN
cana-2146	259	25	drugs	drug	NOUN
cana-2146	259	26	in	in	ADP
cana-2146	259	27	som	som	PROPN
cana-2146	259	28	.	.	PUNCT
cana-2146	260	1	the	the	DET
cana-2146	260	2	purpose	purpose	NOUN
cana-2146	260	3	of	of	ADP
cana-2146	260	4	this	this	DET
cana-2146	260	5	cnn	cnn	PROPN
cana-2146	260	6	study	study	NOUN
cana-2146	260	7	is	be	AUX
cana-2146	260	8	to	to	PART
cana-2146	260	9	investigate	investigate	VERB
cana-2146	260	10	cancer	cancer	NOUN
cana-2146	260	11	-	-	PUNCT
cana-2146	260	12	related	relate	VERB
cana-2146	260	13	protein	protein	NOUN
cana-2146	260	14	features	feature	NOUN
cana-2146	260	15	and	and	CCONJ
cana-2146	260	16	to	to	PART
cana-2146	260	17	identify	identify	VERB
cana-2146	260	18	the	the	DET
cana-2146	260	19	cancer	cancer	NOUN
cana-2146	260	20	-	-	PUNCT
cana-2146	260	21	related	relate	VERB
cana-2146	260	22	patches	patch	NOUN
cana-2146	260	23	that	that	PRON
cana-2146	260	24	are	be	AUX
cana-2146	260	25	associated	associate	VERB
cana-2146	260	26	with	with	ADP
cana-2146	260	27	p	p	NOUN
cana-2146	260	28	-	-	PUNCT
cana-2146	260	29	glycoprotein	glycoprotein	NOUN
cana-2146	260	30	drugs	drug	NOUN
cana-2146	260	31	.	.	PUNCT
cana-2146	261	1	biotechnological	biotechnological	ADJ
cana-2146	261	2	applications	application	NOUN
cana-2146	261	3	of	of	ADP
cana-2146	261	4	the	the	DET
cana-2146	261	5	suggested	suggest	VERB
cana-2146	261	6	method	method	NOUN
cana-2146	261	7	include	include	VERB
cana-2146	261	8	the	the	DET
cana-2146	261	9	identification	identification	NOUN
cana-2146	261	10	of	of	ADP
cana-2146	261	11	p	p	NOUN
cana-2146	261	12	-	-	PUNCT
cana-2146	261	13	glycoprotein	glycoprotein	NOUN
cana-2146	261	14	drugs	drug	NOUN
cana-2146	261	15	that	that	PRON
cana-2146	261	16	originate	originate	VERB
cana-2146	261	17	in	in	ADP
cana-2146	261	18	viruses	virus	NOUN
cana-2146	261	19	and	and	CCONJ
cana-2146	261	20	bacteria	bacteria	NOUN
cana-2146	261	21	.	.	PUNCT
cana-2146	262	1	when	when	SCONJ
cana-2146	262	2	compared	compare	VERB
cana-2146	262	3	to	to	ADP
cana-2146	262	4	more	more	ADJ
cana-2146	262	5	conventional	conventional	ADJ
cana-2146	262	6	methods	method	NOUN
cana-2146	262	7	,	,	PUNCT
cana-2146	262	8	the	the	DET
cana-2146	262	9	suggested	suggest	VERB
cana-2146	262	10	approach	approach	NOUN
cana-2146	262	11	achieves	achieve	VERB
cana-2146	262	12	a	a	DET
cana-2146	262	13	prediction	prediction	NOUN
cana-2146	262	14	accuracy	accuracy	NOUN
cana-2146	262	15	of	of	ADP
cana-2146	262	16	99.98	99.98	NUM
cana-2146	262	17	%	%	NOUN
cana-2146	262	18	for	for	ADP
cana-2146	262	19	cancer	cancer	NOUN
cana-2146	262	20	-	-	PUNCT
cana-2146	262	21	based	base	VERB
cana-2146	262	22	p	p	NOUN
cana-2146	262	23	-	-	PUNCT
cana-2146	262	24	glycoprotein	glycoprotein	NOUN
cana-2146	262	25	drugs	drug	NOUN
cana-2146	262	26	using	use	VERB
cana-2146	262	27	subcancer	subcancer	NOUN
cana-2146	262	28	drug	drug	NOUN
cana-2146	262	29	datasets	dataset	NOUN
cana-2146	262	30	.	.	PUNCT
cana-2146	263	1	predicting	predict	VERB
cana-2146	263	2	the	the	DET
cana-2146	263	3	subconsistency	subconsistency	NOUN
cana-2146	263	4	of	of	ADP
cana-2146	263	5	p	p	NOUN
cana-2146	263	6	-	-	PUNCT
cana-2146	263	7	glycoprotein	glycoprotein	NOUN
cana-2146	263	8	drugs	drug	NOUN
cana-2146	263	9	in	in	ADP
cana-2146	263	10	cancer	cancer	NOUN
cana-2146	263	11	subcancer	subcancer	NOUN
cana-2146	263	12	drug	drug	NOUN
cana-2146	263	13	datasets	dataset	NOUN
cana-2146	263	14	using	use	VERB
cana-2146	263	15	relevant	relevant	ADJ
cana-2146	263	16	visual	visual	ADJ
cana-2146	263	17	characteristics	characteristic	NOUN
cana-2146	263	18	is	be	AUX
cana-2146	263	19	an	an	DET
cana-2146	263	20	area	area	NOUN
cana-2146	263	21	where	where	SCONJ
cana-2146	263	22	our	our	PRON
cana-2146	263	23	research	research	NOUN
cana-2146	263	24	is	be	AUX
cana-2146	263	25	constantly	constantly	ADV
cana-2146	263	26	evolving	evolve	VERB
cana-2146	263	27	and	and	CCONJ
cana-2146	263	28	improving	improve	VERB
cana-2146	263	29	references	reference	NOUN
cana-2146	263	30	[	[	X
cana-2146	263	31	1	1	NUM
cana-2146	263	32	]	]	X
cana-2146	263	33	chen	chen	PROPN
cana-2146	263	34	,	,	PUNCT
cana-2146	263	35	z.;wu	z.;wu	PROPN
cana-2146	263	36	,	,	PUNCT
cana-2146	263	37	r.	r.	PROPN
cana-2146	263	38	;	;	PUNCT
cana-2146	263	39	lin	lin	PROPN
cana-2146	263	40	,	,	PUNCT
cana-2146	263	41	y.	y.	PROPN
cana-2146	263	42	;	;	PUNCT
cana-2146	263	43	li	li	PROPN
cana-2146	263	44	,	,	PUNCT
cana-2146	263	45	c.	c.	PROPN
cana-2146	263	46	;	;	PUNCT
cana-2146	263	47	chen	chen	PROPN
cana-2146	263	48	,	,	PUNCT
cana-2146	263	49	s.	s.	PROPN
cana-2146	263	50	;	;	PUNCT
cana-2146	263	51	yuan	yuan	PROPN
cana-2146	263	52	,	,	PUNCT
cana-2146	263	53	z.	z.	PROPN
cana-2146	263	54	;	;	PUNCT
cana-2146	263	55	chen	chen	PROPN
cana-2146	263	56	,	,	PUNCT
cana-2146	263	57	s.	s.	PROPN
cana-2146	263	58	;	;	PUNCT
cana-2146	263	59	zou	zou	PROPN
cana-2146	263	60	,	,	PUNCT
cana-2146	263	61	x.	x.	PROPN
cana-2146	263	62	cancerbased	cancerbase	VERB
cana-2146	263	63	p	p	NOUN
cana-2146	263	64	-	-	PUNCT
cana-2146	263	65	glycoprotein	glycoprotein	NOUN
cana-2146	263	66	drug	drug	NOUN
cana-2146	263	67	recognition	recognition	NOUN
cana-2146	263	68	modelbased	modelbase	VERB
cana-2146	263	69	on	on	ADP
cana-2146	263	70	improved	improved	ADJ
cana-2146	263	71	yolov5	yolov5	NOUN
cana-2146	263	72	.	.	PUNCT
cana-2146	264	1	agronomy	agronomy	NOUN
cana-2146	264	2	2022	2022	NUM
cana-2146	264	3	,	,	PUNCT
cana-2146	264	4	12	12	NUM
cana-2146	264	5	,	,	PUNCT
cana-2146	264	6	365	365	NUM
cana-2146	264	7	.	.	PUNCT
cana-2146	264	8	https:--doi.org-10.3390agronomy12020365	https:--doi.org-10.3390agronomy12020365	NOUN
cana-2146	265	1	[	[	X
cana-2146	265	2	2	2	NUM
cana-2146	265	3	]	]	X
cana-2146	265	4	joshi	joshi	PROPN
cana-2146	265	5	,	,	PUNCT
cana-2146	265	6	r.c	r.c	PROPN
cana-2146	265	7	.	.	PROPN
cana-2146	265	8	;	;	PUNCT
cana-2146	265	9	kaushik	kaushik	PROPN
cana-2146	265	10	,	,	PUNCT
cana-2146	265	11	m.	m.	NOUN
cana-2146	265	12	;	;	PUNCT
cana-2146	265	13	dutta	dutta	PROPN
cana-2146	265	14	,	,	PUNCT
cana-2146	265	15	m.k	m.k	PROPN
cana-2146	265	16	.	.	PUNCT
cana-2146	265	17	;	;	PUNCT
cana-2146	265	18	srivastava	srivastava	PROPN
cana-2146	265	19	,	,	PUNCT
cana-2146	265	20	a.	a.	PROPN
cana-2146	265	21	;	;	PUNCT
cana-2146	265	22	choudhary	choudhary	PROPN
cana-2146	265	23	,	,	PUNCT
cana-2146	265	24	n.	n.	PROPN
cana-2146	265	25	virsubnet	virsubnet	PROPN
cana-2146	265	26	:	:	PUNCT
cana-2146	265	27	automatic	automatic	ADJ
cana-2146	265	28	analysis	analysis	NOUN
cana-2146	265	29	and	and	CCONJ
cana-2146	265	30	viral	viral	ADJ
cana-2146	265	31	based	base	VERB
cana-2146	265	32	p	p	NOUN
cana-2146	265	33	-	-	PUNCT
cana-2146	265	34	glycoprotein	glycoprotein	NOUN
cana-2146	265	35	drug	drug	NOUN
cana-2146	265	36	diagnosisusing	diagnosisuse	VERB
cana-2146	265	37	deep	deep	ADV
cana-2146	265	38	-	-	PUNCT
cana-2146	265	39	learning	learning	NOUN
cana-2146	265	40	in	in	ADP
cana-2146	265	41	vigna	vigna	PROPN
cana-2146	265	42	mungocancer	mungocancer	NOUN
cana-2146	265	43	.	.	PUNCT
cana-2146	266	1	ecol	ecol	NOUN
cana-2146	266	2	.	.	PUNCT
cana-2146	267	1	inform	inform	NOUN
cana-2146	267	2	.	.	PUNCT
cana-2146	268	1	2021	2021	NUM
cana-2146	268	2	,	,	PUNCT
cana-2146	268	3	61	61	NUM
cana-2146	268	4	,	,	PUNCT
cana-2146	268	5	101197	101197	NUM
cana-2146	268	6	.	.	PUNCT
cana-2146	269	1	[	[	X
cana-2146	269	2	crossref	crossref	X
cana-2146	269	3	]	]	X
cana-2146	269	4	[	[	X
cana-2146	269	5	3	3	NUM
cana-2146	269	6	]	]	X
cana-2146	269	7	buja	buja	NOUN
cana-2146	269	8	,	,	PUNCT
cana-2146	269	9	i.	i.	PROPN
cana-2146	269	10	;	;	PUNCT
cana-2146	269	11	sabella	sabella	PROPN
cana-2146	269	12	,	,	PUNCT
cana-2146	269	13	e.	e.	PROPN
cana-2146	269	14	;	;	PUNCT
cana-2146	269	15	monteduro	monteduro	NOUN
cana-2146	269	16	,	,	PUNCT
cana-2146	269	17	a.g	a.g	PROPN
cana-2146	269	18	.	.	PROPN
cana-2146	269	19	;	;	PUNCT
cana-2146	269	20	chiriacò	chiriacò	PROPN
cana-2146	269	21	,	,	PUNCT
cana-2146	269	22	m.s	m.s	PROPN
cana-2146	269	23	.	.	PROPN
cana-2146	269	24	;	;	PUNCT
cana-2146	269	25	de	de	PROPN
cana-2146	269	26	bellis	bellis	PROPN
cana-2146	269	27	,	,	PUNCT
cana-2146	269	28	l.	l.	PROPN
cana-2146	269	29	;	;	PUNCT
cana-2146	269	30	luvisi	luvisi	VERB
cana-2146	269	31	,	,	PUNCT
cana-2146	269	32	a.	a.	NOUN
cana-2146	269	33	;	;	PUNCT
cana-2146	269	34	maruccio	maruccio	PROPN
cana-2146	269	35	,	,	PUNCT
cana-2146	269	36	g.	g.	PROPN
cana-2146	269	37	advances	advance	NOUN
cana-2146	269	38	in	in	ADP
cana-2146	269	39	cancerbased	cancerbase	VERB
cana-2146	269	40	p	p	NOUN
cana-2146	269	41	-	-	PUNCT
cana-2146	269	42	glycoprotein	glycoprotein	NOUN
cana-2146	269	43	drugpredictionand	drugpredictionand	NOUN
cana-2146	269	44	monitoring	monitoring	NOUN
cana-2146	269	45	:	:	PUNCT
cana-2146	269	46	from	from	ADP
cana-2146	269	47	traditional	traditional	ADJ
cana-2146	269	48	assays	assay	NOUN
cana-2146	269	49	to	to	ADP
cana-2146	269	50	in	in	ADP
cana-2146	269	51	-	-	PUNCT
cana-2146	269	52	field	field	NOUN
cana-2146	269	53	diagnostics	diagnostic	NOUN
cana-2146	269	54	.	.	PUNCT
cana-2146	270	1	sensors	sensor	NOUN
cana-2146	270	2	2021	2021	NUM
cana-2146	270	3	,	,	PUNCT
cana-2146	270	4	21	21	NUM
cana-2146	270	5	,	,	PUNCT
cana-2146	270	6	2129	2129	NUM
cana-2146	270	7	.	.	PUNCT
cana-2146	271	1	[	[	X
cana-2146	271	2	crossref	crossref	X
cana-2146	271	3	]	]	X
cana-2146	271	4	[	[	X
cana-2146	271	5	pubmed	pubmed	X
cana-2146	271	6	]	]	X
cana-2146	271	7	[	[	X
cana-2146	271	8	4	4	NUM
cana-2146	271	9	]	]	X
cana-2146	271	10	liu	liu	PROPN
cana-2146	271	11	,	,	PUNCT
cana-2146	271	12	s.	s.	PROPN
cana-2146	271	13	;	;	PUNCT
cana-2146	271	14	liu	liu	PROPN
cana-2146	271	15	,	,	PUNCT
cana-2146	271	16	d.	d.	PROPN
cana-2146	271	17	;	;	PUNCT
cana-2146	271	18	srivastava	srivastava	PROPN
cana-2146	271	19	,	,	PUNCT
cana-2146	271	20	g.	g.	PROPN
cana-2146	271	21	;	;	PUNCT
cana-2146	271	22	połap	połap	NOUN
cana-2146	271	23	,	,	PUNCT
cana-2146	271	24	d.;wo´zniak	d.;wo´zniak	PROPN
cana-2146	271	25	,	,	PUNCT
cana-2146	271	26	m.	m.	NOUN
cana-2146	271	27	overview	overview	NOUN
cana-2146	271	28	and	and	CCONJ
cana-2146	271	29	methods	method	NOUN
cana-2146	271	30	of	of	ADP
cana-2146	271	31	correlation	correlation	NOUN
cana-2146	271	32	filter	filter	NOUN
cana-2146	271	33	algorithms	algorithm	NOUN
cana-2146	271	34	in	in	ADP
cana-2146	271	35	object	object	NOUN
cana-2146	271	36	tracking.complex	tracking.complex	PROPN
cana-2146	271	37	intell	intell	NOUN
cana-2146	271	38	.	.	PUNCT
cana-2146	272	1	syst	syst	PROPN
cana-2146	272	2	.	.	PUNCT
cana-2146	273	1	2020	2020	NUM
cana-2146	273	2	,	,	PUNCT
cana-2146	273	3	7	7	NUM
cana-2146	273	4	,	,	PUNCT
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cana-2146	273	6	.	.	PUNCT
cana-2146	274	1	[	[	X
cana-2146	274	2	crossref	crossref	X
cana-2146	274	3	]	]	X
cana-2146	274	4	[	[	X
cana-2146	274	5	5	5	NUM
cana-2146	274	6	]	]	PUNCT
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cana-2146	297	11	pellicer	pellicer	NOUN
cana-2146	297	12	-	-	PUNCT
cana-2146	297	13	valero	valero	PROPN
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cana-2146	297	19	-	-	PUNCT
cana-2146	297	20	sanchıs	sanchıs	PROPN
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cana-2146	297	25	,	,	PUNCT
cana-2146	297	26	b.	b.	PROPN
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cana-2146	297	30	s.	s.	PROPN
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cana-2146	297	34	s.	s.	PROPN
cana-2146	297	35	;	;	PUNCT
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cana-2146	297	37	,	,	PUNCT
cana-2146	297	38	g.	g.	PROPN
cana-2146	297	39	;	;	PUNCT
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cana-2146	297	56	vis	vis	X
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cana-2146	298	9	106252	106252	NUM
cana-2146	298	10	.	.	PUNCT
cana-2146	299	1	[	[	X
cana-2146	299	2	crossref	crossref	X
cana-2146	299	3	]	]	X
cana-2146	299	4	[	[	X
cana-2146	299	5	14	14	NUM
cana-2146	299	6	]	]	X
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cana-2146	299	9	,	,	PUNCT
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cana-2146	299	13	nicusebe	nicusebe	PROPN
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cana-2146	299	17	,	,	PUNCT
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cana-2146	299	41	"	"	PUNCT
cana-2146	299	42	,	,	PUNCT
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cana-2146	299	47	drug	drug	NOUN
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cana-2146	299	49	set	set	NOUN
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cana-2146	303	1	[	[	X
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cana-2146	323	13	,	,	PUNCT
cana-2146	323	14	y.	y.	PROPN
cana-2146	323	15	,	,	PUNCT
cana-2146	323	16	and	and	CCONJ
cana-2146	323	17	wang	wang	PROPN
cana-2146	323	18	,	,	PUNCT
cana-2146	323	19	w.	w.	PROPN
cana-2146	323	20	(	(	PUNCT
cana-2146	323	21	2018	2018	NUM
cana-2146	323	22	)	)	PUNCT
cana-2146	323	23	.	.	PUNCT
cana-2146	324	1	the	the	DET
cana-2146	324	2	linear	linear	ADJ
cana-2146	324	3	neighborhood	neighborhood	NOUN
cana-2146	324	4	propagation	propagation	NOUN
cana-2146	324	5	method	method	NOUN
cana-2146	324	6	for	for	ADP
cana-2146	324	7	predicting	predict	VERB
cana-2146	324	8	long	long	ADJ
cana-2146	324	9	non	non	ADJ
cana-2146	324	10	-	-	ADJ
cana-2146	324	11	coding	code	VERB
cana-2146	324	12	rna	rna	NOUN
cana-2146	324	13	–	–	PUNCT
cana-2146	324	14	protein	protein	NOUN
cana-2146	324	15	interactions.neurocomputing	interactions.neurocompute	VERB
cana-2146	324	16	273	273	NUM
cana-2146	324	17	,	,	PUNCT
cana-2146	324	18	526–534	526–534	NUM
cana-2146	324	19	.	.	PUNCT
cana-2146	325	1	[	[	X
cana-2146	325	2	21	21	NUM
cana-2146	325	3	]	]	X
cana-2146	325	4	chen	chen	PROPN
cana-2146	325	5	,	,	PUNCT
cana-2146	325	6	x.	x.	NOUN
cana-2146	325	7	,	,	PUNCT
cana-2146	325	8	and	and	CCONJ
cana-2146	325	9	yan	yan	PROPN
cana-2146	325	10	,	,	PUNCT
cana-2146	325	11	g.y	g.y	PROPN
cana-2146	325	12	.	.	PUNCT
cana-2146	325	13	(	(	PUNCT
cana-2146	325	14	2013	2013	NUM
cana-2146	325	15	)	)	PUNCT
cana-2146	325	16	.	.	PUNCT
cana-2146	326	1	novel	novel	ADJ
cana-2146	326	2	human	human	ADJ
cana-2146	326	3	lncrna	lncrna	NOUN
cana-2146	326	4	-	-	PUNCT
cana-2146	326	5	disease	disease	NOUN
cana-2146	326	6	association	association	NOUN
cana-2146	326	7	inferencebased	inferencebase	VERB
cana-2146	326	8	on	on	ADP
cana-2146	326	9	lncrna	lncrna	NOUN
cana-2146	326	10	expression	expression	NOUN
cana-2146	326	11	profiles	profile	NOUN
cana-2146	326	12	.	.	PUNCT
cana-2146	327	1	bioinformatics	bioinformatic	NOUN
cana-2146	327	2	29	29	NUM
cana-2146	327	3	,	,	PUNCT
cana-2146	327	4	2617–2624	2617–2624	NUM
cana-2146	327	5	.	.	PUNCT
cana-2146	328	1	[	[	X
cana-2146	328	2	22	22	NUM
cana-2146	328	3	]	]	X
cana-2146	328	4	chen	chen	PROPN
cana-2146	328	5	,	,	PUNCT
cana-2146	328	6	x.	x.	PROPN
cana-2146	328	7	,	,	PUNCT
cana-2146	328	8	yan	yan	PROPN
cana-2146	328	9	,	,	PUNCT
cana-2146	328	10	c.c	c.c	PROPN
cana-2146	328	11	.	.	PROPN
cana-2146	328	12	,	,	PUNCT
cana-2146	328	13	zhang	zhang	PROPN
cana-2146	328	14	,	,	PUNCT
cana-2146	328	15	x.	x.	PROPN
cana-2146	328	16	,	,	PUNCT
cana-2146	328	17	zhang	zhang	PROPN
cana-2146	328	18	,	,	PUNCT
cana-2146	328	19	x.	x.	PROPN
cana-2146	328	20	,	,	PUNCT
cana-2146	328	21	dai	dai	PROPN
cana-2146	328	22	,	,	PUNCT
cana-2146	328	23	f.	f.	PROPN
cana-2146	328	24	,	,	PUNCT
cana-2146	328	25	yin	yin	PROPN
cana-2146	328	26	,	,	PUNCT
cana-2146	328	27	j.	j.	PROPN
cana-2146	328	28	,	,	PUNCT
cana-2146	328	29	and	and	CCONJ
cana-2146	328	30	zhang	zhang	PROPN
cana-2146	328	31	,	,	PUNCT
cana-2146	328	32	y.	y.	PROPN
cana-2146	328	33	(	(	PUNCT
cana-2146	328	34	2016	2016	NUM
cana-2146	328	35	)	)	PUNCT
cana-2146	328	36	.	.	PUNCT
cana-2146	329	1	drugtarget	drugtarget	NOUN
cana-2146	329	2	interaction	interaction	NOUN
cana-2146	329	3	prediction	prediction	NOUN
cana-2146	329	4	:	:	PUNCT
cana-2146	329	5	databases	database	NOUN
cana-2146	329	6	,	,	PUNCT
cana-2146	329	7	web	web	NOUN
cana-2146	329	8	servers	server	NOUN
cana-2146	329	9	and	and	CCONJ
cana-2146	329	10	computational	computational	ADJ
cana-2146	329	11	models	model	NOUN
cana-2146	329	12	.	.	PUNCT
cana-2146	330	1	brief.bioinform	brief.bioinform	NOUN
cana-2146	330	2	.	.	PUNCT
cana-2146	331	1	17	17	NUM
cana-2146	331	2	,	,	PUNCT
cana-2146	331	3	696–712	696–712	NUM
cana-2146	331	4	.	.	PUNCT
cana-2146	332	1	[	[	X
cana-2146	332	2	23	23	NUM
cana-2146	332	3	]	]	X
cana-2146	332	4	kumar	kumar	PROPN
cana-2146	332	5	,	,	PUNCT
cana-2146	332	6	t.	t.	NOUN
cana-2146	332	7	rajasanthosh	rajasanthosh	NOUN
cana-2146	332	8	,	,	PUNCT
cana-2146	332	9	et	et	PROPN
cana-2146	332	10	al	al	PROPN
cana-2146	332	11	.	.	PUNCT
cana-2146	333	1	"	"	PUNCT
cana-2146	333	2	implementation	implementation	NOUN
cana-2146	333	3	of	of	ADP
cana-2146	333	4	intelligent	intelligent	ADJ
cana-2146	333	5	cps	cp	NOUN
cana-2146	333	6	for	for	ADP
cana-2146	333	7	integrating	integrate	VERB
cana-2146	333	8	the	the	DET
cana-2146	333	9	industry	industry	NOUN
cana-2146	333	10	and	and	CCONJ
cana-2146	333	11	manufacturing	manufacturing	NOUN
cana-2146	333	12	process	process	NOUN
cana-2146	333	13	.	.	PUNCT
cana-2146	333	14	"	"	PUNCT
cana-2146	334	1	ai	ai	VERB
cana-2146	334	2	-	-	PUNCT
cana-2146	334	3	driven	drive	VERB
cana-2146	334	4	iot	iot	NOUN
cana-2146	334	5	systems	system	NOUN
cana-2146	334	6	for	for	ADP
cana-2146	334	7	industry	industry	NOUN
cana-2146	334	8	4.0	4.0	NUM
cana-2146	334	9	.	.	PUNCT
cana-2146	335	1	crc	crc	PROPN
cana-2146	335	2	press	press	PROPN
cana-2146	335	3	,	,	PUNCT
cana-2146	335	4	2024	2024	NUM
cana-2146	335	5	.	.	PUNCT
cana-2146	336	1	273	273	NUM
cana-2146	336	2	-	-	SYM
cana-2146	336	3	288	288	NUM
cana-2146	336	4	.	.	PUNCT
cana-2146	337	1	[	[	X
cana-2146	337	2	24	24	NUM
cana-2146	337	3	]	]	X
cana-2146	337	4	wang	wang	PROPN
cana-2146	337	5	,	,	PUNCT
cana-2146	337	6	e.	e.	PROPN
cana-2146	337	7	,	,	PUNCT
cana-2146	337	8	zou	zou	PROPN
cana-2146	337	9	,	,	PUNCT
cana-2146	337	10	j.	j.	PROPN
cana-2146	337	11	,	,	PUNCT
cana-2146	337	12	zaman	zaman	PROPN
cana-2146	337	13	,	,	PUNCT
cana-2146	337	14	n.	n.	NOUN
cana-2146	337	15	,	,	PUNCT
cana-2146	337	16	beitel	beitel	PROPN
cana-2146	337	17	,	,	PUNCT
cana-2146	337	18	l.k	l.k	PROPN
cana-2146	337	19	.	.	PROPN
cana-2146	337	20	,	,	PUNCT
cana-2146	337	21	trifiro	trifiro	PROPN
cana-2146	337	22	,	,	PUNCT
cana-2146	337	23	m.	m.	NOUN
cana-2146	337	24	,	,	PUNCT
cana-2146	337	25	and	and	CCONJ
cana-2146	337	26	paliouras	palioura	NOUN
cana-2146	337	27	,	,	PUNCT
cana-2146	337	28	m.	m.	NOUN
cana-2146	337	29	(	(	PUNCT
cana-2146	337	30	2013).cancer	2013).cancer	NUM
cana-2146	337	31	systems	system	NOUN
cana-2146	337	32	biology	biology	NOUN
cana-2146	337	33	in	in	ADP
cana-2146	337	34	the	the	DET
cana-2146	337	35	genome	genome	NOUN
cana-2146	337	36	sequencing	sequence	VERB
cana-2146	337	37	era	era	NOUN
cana-2146	337	38	:	:	PUNCT
cana-2146	337	39	part	part	NOUN
cana-2146	337	40	1	1	NUM
cana-2146	337	41	,	,	PUNCT
cana-2146	337	42	dissecting	dissect	VERB
cana-2146	337	43	andmodeling	andmodele	VERB
cana-2146	337	44	of	of	ADP
cana-2146	337	45	tumor	tumor	NOUN
cana-2146	337	46	clones	clone	NOUN
cana-2146	337	47	and	and	CCONJ
cana-2146	337	48	their	their	PRON
cana-2146	337	49	networks	network	NOUN
cana-2146	337	50	.	.	PUNCT
cana-2146	338	1	semin	semin	PROPN
cana-2146	338	2	.	.	PUNCT
cana-2146	339	1	cancer	cancer	NOUN
cana-2146	339	2	biol	biol	PROPN
cana-2146	339	3	.	.	PUNCT
cana-2146	340	1	23	23	NUM
cana-2146	340	2	,	,	PUNCT
cana-2146	340	3	279–285	279–285	NUM
cana-2146	340	4	.	.	PUNCT
cana-2146	341	1	[	[	X
cana-2146	341	2	25	25	NUM
cana-2146	341	3	]	]	X
cana-2146	341	4	wang	wang	PROPN
cana-2146	341	5	,	,	PUNCT
cana-2146	341	6	e.	e.	PROPN
cana-2146	341	7	,	,	PUNCT
cana-2146	341	8	zou	zou	PROPN
cana-2146	341	9	,	,	PUNCT
cana-2146	341	10	j.	j.	PROPN
cana-2146	341	11	,	,	PUNCT
cana-2146	341	12	zaman	zaman	PROPN
cana-2146	341	13	,	,	PUNCT
cana-2146	341	14	n.	n.	NOUN
cana-2146	341	15	,	,	PUNCT
cana-2146	341	16	beitel	beitel	PROPN
cana-2146	341	17	,	,	PUNCT
cana-2146	341	18	l.k	l.k	PROPN
cana-2146	341	19	.	.	PROPN
cana-2146	341	20	,	,	PUNCT
cana-2146	341	21	trifiro	trifiro	PROPN
cana-2146	341	22	,	,	PUNCT
cana-2146	341	23	m.	m.	NOUN
cana-2146	341	24	,	,	PUNCT
cana-2146	341	25	and	and	CCONJ
cana-2146	341	26	paliouras	palioura	NOUN
cana-2146	341	27	,	,	PUNCT
cana-2146	341	28	m.	m.	NOUN
cana-2146	341	29	(	(	PUNCT
cana-2146	341	30	2013).cancer	2013).cancer	NUM
cana-2146	341	31	systems	system	NOUN
cana-2146	341	32	biology	biology	NOUN
cana-2146	341	33	in	in	ADP
cana-2146	341	34	the	the	DET
cana-2146	341	35	genome	genome	NOUN
cana-2146	341	36	sequencing	sequence	VERB
cana-2146	341	37	era	era	NOUN
cana-2146	341	38	:	:	PUNCT
cana-2146	341	39	part	part	NOUN
cana-2146	341	40	2	2	NUM
cana-2146	341	41	,	,	PUNCT
cana-2146	341	42	evolutionary	evolutionary	ADJ
cana-2146	341	43	dynamicsof	dynamicsof	ADJ
cana-2146	341	44	tumor	tumor	NOUN
cana-2146	341	45	clonal	clonal	ADJ
cana-2146	341	46	networks	network	NOUN
cana-2146	341	47	and	and	CCONJ
cana-2146	341	48	drug	drug	NOUN
cana-2146	341	49	resistance	resistance	NOUN
cana-2146	341	50	.	.	PUNCT
cana-2146	342	1	semin	semin	PROPN
cana-2146	342	2	.	.	PUNCT
cana-2146	343	1	cancer	cancer	NOUN
cana-2146	343	2	biol	biol	PROPN
cana-2146	343	3	.	.	PUNCT
cana-2146	344	1	23	23	NUM
cana-2146	344	2	,	,	PUNCT
cana-2146	344	3	286–292	286–292	NUM
cana-2146	344	4	.	.	PUNCT
cana-2146	345	1	[	[	X
cana-2146	345	2	26	26	NUM
cana-2146	345	3	]	]	X
cana-2146	345	4	wang	wang	PROPN
cana-2146	345	5	,	,	PUNCT
cana-2146	345	6	e.	e.	PROPN
cana-2146	345	7	,	,	PUNCT
cana-2146	345	8	zaman	zaman	PROPN
cana-2146	345	9	,	,	PUNCT
cana-2146	345	10	n.	n.	PROPN
cana-2146	345	11	,	,	PUNCT
cana-2146	345	12	mcgee	mcgee	PROPN
cana-2146	345	13	,	,	PUNCT
cana-2146	345	14	s.	s.	PROPN
cana-2146	345	15	,	,	PUNCT
cana-2146	345	16	milanese	milanese	PROPN
cana-2146	345	17	,	,	PUNCT
cana-2146	345	18	j.s	j.s	PROPN
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cana-2146	345	20	,	,	PUNCT
cana-2146	345	21	masoudi	masoudi	PROPN
cana-2146	345	22	-	-	PUNCT
cana-2146	345	23	nejad	nejad	PROPN
cana-2146	345	24	,	,	PUNCT
cana-2146	345	25	a.	a.	NOUN
cana-2146	345	26	,	,	PUNCT
cana-2146	345	27	and	and	CCONJ
cana-2146	345	28	o’connor	o’connor	ADV
cana-2146	345	29	-	-	PUNCT
cana-2146	345	30	mccourt	mccourt	PROPN
cana-2146	345	31	,	,	PUNCT
cana-2146	345	32	m.	m.	NOUN
cana-2146	345	33	(	(	PUNCT
cana-2146	345	34	2015	2015	NUM
cana-2146	345	35	)	)	PUNCT
cana-2146	345	36	.	.	PUNCT
cana-2146	346	1	predictive	predictive	ADJ
cana-2146	346	2	genomics	genomic	NOUN
cana-2146	346	3	:	:	PUNCT
cana-2146	346	4	a	a	DET
cana-2146	346	5	cancer	cancer	NOUN
cana-2146	346	6	hallmark	hallmark	NOUN
cana-2146	346	7	network	network	NOUN
cana-2146	346	8	frameworkfor	frameworkfor	NOUN
cana-2146	346	9	predicting	predict	VERB
cana-2146	346	10	tumor	tumor	NOUN
cana-2146	346	11	clinical	clinical	ADJ
cana-2146	346	12	phenotypes	phenotype	NOUN
cana-2146	346	13	using	use	VERB
cana-2146	346	14	genome	genome	NOUN
cana-2146	346	15	sequencing	sequence	VERB
cana-2146	346	16	data	datum	NOUN
cana-2146	346	17	.	.	PUNCT
cana-2146	347	1	semin.cancer	semin.cancer	PROPN
cana-2146	347	2	biol	biol	PROPN
cana-2146	347	3	.	.	PUNCT
cana-2146	348	1	30	30	NUM
cana-2146	348	2	,	,	PUNCT
cana-2146	348	3	4–12	4–12	NOUN
cana-2146	348	4	.	.	PUNCT
cana-2146	349	1	[	[	X
cana-2146	349	2	27	27	NUM
cana-2146	349	3	]	]	X
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cana-2146	349	5	,	,	PUNCT
cana-2146	349	6	x.	x.	PROPN
cana-2146	349	7	,	,	PUNCT
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cana-2146	349	9	,	,	PUNCT
cana-2146	349	10	d.	d.	PROPN
cana-2146	349	11	,wang	,wang	PROPN
cana-2146	349	12	,	,	PUNCT
cana-2146	349	13	l.	l.	PROPN
cana-2146	349	14	,zhao	,zhao	PROPN
cana-2146	349	15	,	,	PUNCT
cana-2146	349	16	q.	q.	PROPN
cana-2146	349	17	,you	,you	PROPN
cana-2146	349	18	,	,	PUNCT
cana-2146	349	19	z.h	z.h	PROPN
cana-2146	349	20	.	.	PROPN
cana-2146	349	21	,	,	PUNCT
cana-2146	349	22	and	and	CCONJ
cana-2146	349	23	liu	liu	PROPN
cana-2146	349	24	,	,	PUNCT
cana-2146	349	25	h.	h.	PROPN
cana-2146	349	26	(	(	PUNCT
cana-2146	349	27	2018).bnpmda	2018).bnpmda	ADJ
cana-2146	349	28	:	:	PUNCT
cana-2146	349	29	bipartitenetwork	bipartitenetwork	NOUN
cana-2146	349	30	projection	projection	NOUN
cana-2146	349	31	for	for	ADP
cana-2146	349	32	mirna	mirna	NOUN
cana-2146	349	33	-	-	PUNCT
cana-2146	349	34	disease	disease	NOUN
cana-2146	349	35	association	association	NOUN
cana-2146	349	36	prediction	prediction	NOUN
cana-2146	349	37	.	.	PUNCT
cana-2146	350	1	bioinformatics	bioinformatic	NOUN
cana-2146	350	2	34,3178–3186	34,3178–3186	NUM
cana-2146	350	3	.	.	PUNCT
cana-2146	351	1	[	[	X
cana-2146	351	2	28	28	NUM
cana-2146	351	3	]	]	X
cana-2146	351	4	bellucci	bellucci	PROPN
cana-2146	351	5	,	,	PUNCT
cana-2146	351	6	m.	m.	NOUN
cana-2146	351	7	,	,	PUNCT
cana-2146	351	8	agostini	agostini	PROPN
cana-2146	351	9	,	,	PUNCT
cana-2146	351	10	f.	f.	PROPN
cana-2146	351	11	,	,	PUNCT
cana-2146	351	12	masin	masin	PROPN
cana-2146	351	13	,	,	PUNCT
cana-2146	351	14	m.	m.	NOUN
cana-2146	351	15	,	,	PUNCT
cana-2146	351	16	and	and	CCONJ
cana-2146	351	17	tartaglia	tartaglia	PROPN
cana-2146	351	18	,	,	PUNCT
cana-2146	351	19	g.g	g.g	PROPN
cana-2146	351	20	.	.	PROPN
cana-2146	351	21	(	(	PUNCT
cana-2146	351	22	2011	2011	NUM
cana-2146	351	23	)	)	PUNCT
cana-2146	351	24	.	.	PUNCT
cana-2146	352	1	predicting	predict	VERB
cana-2146	352	2	proteinassociations	proteinassociation	NOUN
cana-2146	352	3	with	with	ADP
cana-2146	352	4	long	long	ADJ
cana-2146	352	5	noncoding	noncoding	ADJ
cana-2146	352	6	rnas	rna	NOUN
cana-2146	352	7	.	.	PUNCT
cana-2146	353	1	nat	nat	NOUN
cana-2146	353	2	.	.	PUNCT
cana-2146	354	1	methods	method	NOUN
cana-2146	354	2	8	8	NUM
cana-2146	354	3	,	,	PUNCT
cana-2146	354	4	444–445	444–445	NUM
cana-2146	354	5	.	.	PUNCT
cana-2146	355	1	[	[	X
cana-2146	355	2	29	29	NUM
cana-2146	355	3	]	]	X
cana-2146	355	4	muppirala	muppirala	PROPN
cana-2146	355	5	,	,	PUNCT
cana-2146	355	6	u.k	u.k	PROPN
cana-2146	355	7	.	.	PROPN
cana-2146	355	8	,	,	PUNCT
cana-2146	355	9	honavar	honavar	NOUN
cana-2146	355	10	,	,	PUNCT
cana-2146	355	11	v.g	v.g	PROPN
cana-2146	355	12	.	.	PROPN
cana-2146	355	13	,	,	PUNCT
cana-2146	355	14	and	and	CCONJ
cana-2146	355	15	dobbs	dobbs	PROPN
cana-2146	355	16	,	,	PUNCT
cana-2146	355	17	d.	d.	PROPN
cana-2146	355	18	(	(	PUNCT
cana-2146	355	19	2011	2011	NUM
cana-2146	355	20	)	)	PUNCT
cana-2146	355	21	.	.	PUNCT
cana-2146	356	1	predicting	predict	VERB
cana-2146	356	2	rna	rna	NOUN
cana-2146	356	3	-	-	PUNCT
cana-2146	356	4	protein	protein	NOUN
cana-2146	356	5	interactions	interaction	NOUN
cana-2146	356	6	using	use	VERB
cana-2146	356	7	only	only	ADV
cana-2146	356	8	sequence	sequence	NOUN
cana-2146	356	9	information	information	NOUN
cana-2146	356	10	.	.	PUNCT
cana-2146	357	1	bmc	bmc	ADJ
cana-2146	357	2	bioinformatics	bioinformatics	PROPN
cana-2146	357	3	12	12	NUM
cana-2146	357	4	,	,	PUNCT
cana-2146	357	5	489	489	NUM
cana-2146	357	6	.	.	PUNCT
cana-2146	358	1	https://doi.org/10.1016/j.compag.2020.105590	https://doi.org/10.1016/j.compag.2020.105590	ADJ
cana-2146	358	2	communications	communication	NOUN
cana-2146	358	3	on	on	ADP
cana-2146	358	4	applied	apply	VERB
cana-2146	358	5	nonlinear	nonlinear	ADJ
cana-2146	358	6	analysis	analysis	NOUN
cana-2146	358	7	issn	issn	NOUN
cana-2146	358	8	:	:	PUNCT
cana-2146	358	9	1074	1074	NUM
cana-2146	358	10	-	-	PUNCT
cana-2146	358	11	133x	133x	NUM
cana-2146	358	12	vol	vol	NOUN
cana-2146	358	13	32	32	NUM
cana-2146	358	14	no	no	NOUN
cana-2146	358	15	.	.	PUNCT
cana-2146	359	1	1s	1s	NUM
cana-2146	359	2	(	(	PUNCT
cana-2146	359	3	2025	2025	NUM
cana-2146	359	4	)	)	PUNCT
cana-2146	359	5	181	181	NUM
cana-2146	359	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-2146	360	1	[	[	X
cana-2146	360	2	30	30	NUM
cana-2146	360	3	]	]	PUNCT
cana-2146	360	4	laxmaiah	laxmaiah	NOUN
cana-2146	360	5	,	,	PUNCT
cana-2146	360	6	g.	g.	PROPN
cana-2146	360	7	,	,	PUNCT
cana-2146	360	8	et	et	PROPN
cana-2146	360	9	al	al	PROPN
cana-2146	360	10	.	.	PUNCT
cana-2146	361	1	"	"	PUNCT
cana-2146	361	2	experimental	experimental	ADJ
cana-2146	361	3	and	and	CCONJ
cana-2146	361	4	simulation	simulation	NOUN
cana-2146	361	5	analysis	analysis	NOUN
cana-2146	361	6	of	of	ADP
cana-2146	361	7	monitoring	monitor	VERB
cana-2146	361	8	a	a	DET
cana-2146	361	9	industrial	industrial	ADJ
cana-2146	361	10	process	process	NOUN
cana-2146	361	11	by	by	ADP
cana-2146	361	12	adaptive	adaptive	ADJ
cana-2146	361	13	transfer	transfer	NOUN
cana-2146	361	14	learning	learning	NOUN
cana-2146	361	15	.	.	PUNCT
cana-2146	361	16	"	"	PUNCT
cana-2146	362	1	2023	2023	NUM
cana-2146	362	2	international	international	ADJ
cana-2146	362	3	conference	conference	NOUN
cana-2146	362	4	on	on	ADP
cana-2146	362	5	new	new	ADJ
cana-2146	362	6	frontiers	frontier	NOUN
cana-2146	362	7	in	in	ADP
cana-2146	362	8	communication	communication	NOUN
cana-2146	362	9	,	,	PUNCT
cana-2146	362	10	automation	automation	NOUN
cana-2146	362	11	,	,	PUNCT
cana-2146	362	12	management	management	NOUN
cana-2146	362	13	and	and	CCONJ
cana-2146	362	14	security	security	NOUN
cana-2146	362	15	(	(	PUNCT
cana-2146	362	16	iccams	iccam	NOUN
cana-2146	362	17	)	)	PUNCT
cana-2146	362	18	.	.	PUNCT
cana-2146	363	1	vol	vol	NOUN
cana-2146	363	2	.	.	PROPN
cana-2146	364	1	1	1	NUM
cana-2146	364	2	.	.	X
cana-2146	364	3	ieee	ieee	NOUN
cana-2146	364	4	,	,	PUNCT
cana-2146	364	5	2023	2023	NUM
cana-2146	364	6	.	.	PUNCT
cana-2146	365	1	[	[	X
cana-2146	365	2	31	31	NUM
cana-2146	365	3	]	]	X
cana-2146	365	4	hearst	hearst	PROPN
cana-2146	365	5	,	,	PUNCT
cana-2146	365	6	m.a	m.a	PROPN
cana-2146	365	7	.	.	PROPN
cana-2146	365	8	(	(	PUNCT
cana-2146	365	9	1998	1998	NUM
cana-2146	365	10	)	)	PUNCT
cana-2146	365	11	.	.	PUNCT
cana-2146	366	1	support	support	NOUN
cana-2146	366	2	vector	vector	NOUN
cana-2146	366	3	machines	machine	NOUN
cana-2146	366	4	.	.	PUNCT
cana-2146	367	1	ieee	ieee	PROPN
cana-2146	367	2	intell	intell	PROPN
cana-2146	367	3	.	.	PUNCT
cana-2146	368	1	syst	syst	PROPN
cana-2146	368	2	.	.	PROPN
cana-2146	369	1	13	13	NUM
cana-2146	369	2	,	,	PUNCT
cana-2146	369	3	18–28	18–28	NUM
cana-2146	369	4	.	.	PUNCT
cana-2146	370	1	[	[	X
cana-2146	370	2	32	32	NUM
cana-2146	370	3	]	]	X
cana-2146	370	4	wang	wang	PROPN
cana-2146	370	5	,	,	PUNCT
cana-2146	370	6	y.	y.	PROPN
cana-2146	370	7	,	,	PUNCT
cana-2146	370	8	chen	chen	PROPN
cana-2146	370	9	,	,	PUNCT
cana-2146	370	10	x.	x.	PROPN
cana-2146	370	11	,	,	PUNCT
cana-2146	370	12	liu	liu	PROPN
cana-2146	370	13	,	,	PUNCT
cana-2146	370	14	z.-p	z.-p	PROPN
cana-2146	370	15	.	.	PROPN
cana-2146	370	16	,	,	PUNCT
cana-2146	370	17	huang	huang	PROPN
cana-2146	370	18	,	,	PUNCT
cana-2146	370	19	q.	q.	PROPN
cana-2146	370	20	,	,	PUNCT
cana-2146	370	21	wang	wang	PROPN
cana-2146	370	22	,	,	PUNCT
cana-2146	370	23	y.	y.	PROPN
cana-2146	370	24	,	,	PUNCT
cana-2146	370	25	xu	xu	PROPN
cana-2146	370	26	,	,	PUNCT
cana-2146	370	27	d.	d.	PROPN
cana-2146	370	28	,	,	PUNCT
cana-2146	370	29	zhang	zhang	PROPN
cana-2146	370	30	,	,	PUNCT
cana-2146	370	31	x.-s	x.-s	PROPN
cana-2146	370	32	.	.	PROPN
cana-2146	370	33	,	,	PUNCT
cana-2146	370	34	chen	chen	PROPN
cana-2146	370	35	,	,	PUNCT
cana-2146	370	36	r.	r.	PROPN
cana-2146	370	37	,and	,and	PUNCT
cana-2146	370	38	chen	chen	PROPN
cana-2146	370	39	,	,	PUNCT
cana-2146	370	40	l.	l.	PROPN
cana-2146	370	41	(	(	PUNCT
cana-2146	370	42	2013	2013	NUM
cana-2146	370	43	)	)	PUNCT
cana-2146	370	44	.	.	PUNCT
cana-2146	371	1	de	de	PROPN
cana-2146	371	2	novo	novo	PROPN
cana-2146	371	3	prediction	prediction	NOUN
cana-2146	371	4	of	of	ADP
cana-2146	371	5	rna	rna	NOUN
cana-2146	371	6	-	-	PUNCT
cana-2146	371	7	protein	protein	NOUN
cana-2146	371	8	interactions	interaction	NOUN
cana-2146	371	9	from	from	ADP
cana-2146	371	10	sequenceinformation	sequenceinformation	NOUN
cana-2146	371	11	.	.	PUNCT
cana-2146	372	1	mol	mol	ADP
cana-2146	372	2	biosyst	biosyst	NOUN
cana-2146	372	3	.	.	PUNCT
cana-2146	373	1	9	9	NUM
cana-2146	373	2	,	,	PUNCT
cana-2146	373	3	133–42	133–42	NOUN
cana-2146	373	4	.	.	PUNCT
cana-2146	374	1	[	[	X
cana-2146	374	2	33	33	NUM
cana-2146	374	3	]	]	X
cana-2146	374	4	lu	lu	PROPN
cana-2146	374	5	,	,	PUNCT
cana-2146	374	6	q.	q.	PROPN
cana-2146	374	7	,	,	PUNCT
cana-2146	374	8	ren	ren	PROPN
cana-2146	374	9	,	,	PUNCT
cana-2146	374	10	s.	s.	PROPN
cana-2146	374	11	,	,	PUNCT
cana-2146	374	12	lu	lu	PROPN
cana-2146	374	13	,	,	PUNCT
cana-2146	374	14	m.	m.	NOUN
cana-2146	374	15	,	,	PUNCT
cana-2146	374	16	zhang	zhang	PROPN
cana-2146	374	17	,	,	PUNCT
cana-2146	374	18	y.	y.	PROPN
cana-2146	374	19	,	,	PUNCT
cana-2146	374	20	zhu	zhu	PROPN
cana-2146	374	21	,	,	PUNCT
cana-2146	374	22	d.	d.	PROPN
cana-2146	374	23	,	,	PUNCT
cana-2146	374	24	zhang	zhang	PROPN
cana-2146	374	25	,	,	PUNCT
cana-2146	374	26	x.	x.	PROPN
cana-2146	374	27	,	,	PUNCT
cana-2146	374	28	and	and	CCONJ
cana-2146	374	29	li	li	PROPN
cana-2146	374	30	,	,	PUNCT
cana-2146	374	31	t.	t.	PROPN
cana-2146	374	32	(	(	PUNCT
cana-2146	374	33	2013).computational	2013).computational	ADJ
cana-2146	374	34	prediction	prediction	NOUN
cana-2146	374	35	of	of	ADP
cana-2146	374	36	associations	association	NOUN
cana-2146	374	37	between	between	ADP
cana-2146	374	38	long	long	ADJ
cana-2146	374	39	non	non	ADJ
cana-2146	374	40	-	-	ADJ
cana-2146	374	41	coding	coding	ADJ
cana-2146	374	42	rnas	rna	NOUN
cana-2146	374	43	and	and	CCONJ
cana-2146	374	44	proteins.bmc	proteins.bmc	PRON
cana-2146	374	45	genomics	genomic	NOUN
cana-2146	374	46	14	14	NUM
cana-2146	374	47	,	,	PUNCT
cana-2146	374	48	651	651	NUM
cana-2146	374	49	.	.	PUNCT
cana-2146	375	1	[	[	X
cana-2146	375	2	34	34	NUM
cana-2146	375	3	]	]	SYM
cana-2146	375	4	suresh	suresh	PROPN
cana-2146	375	5	,	,	PUNCT
cana-2146	375	6	v.	v.	PROPN
cana-2146	375	7	,	,	PUNCT
cana-2146	375	8	liu	liu	PROPN
cana-2146	375	9	,	,	PUNCT
cana-2146	375	10	l.	l.	PROPN
cana-2146	375	11	,	,	PUNCT
cana-2146	375	12	adjeroh	adjeroh	PROPN
cana-2146	375	13	,	,	PUNCT
cana-2146	375	14	d.	d.	PROPN
cana-2146	375	15	,	,	PUNCT
cana-2146	375	16	and	and	CCONJ
cana-2146	375	17	zhou	zhou	PROPN
cana-2146	375	18	,	,	PUNCT
cana-2146	375	19	x.	x.	NOUN
cana-2146	375	20	(	(	PUNCT
cana-2146	375	21	2015	2015	NUM
cana-2146	375	22	)	)	PUNCT
cana-2146	375	23	.	.	PUNCT
cana-2146	376	1	rpi	rpi	NOUN
cana-2146	376	2	-	-	PUNCT
cana-2146	376	3	pred	pre	VERB
cana-2146	376	4	:	:	PUNCT
cana-2146	376	5	predicting	predict	VERB
cana-2146	376	6	ncrnaprotein	ncrnaprotein	ADJ
cana-2146	376	7	interaction	interaction	NOUN
cana-2146	376	8	using	use	VERB
cana-2146	376	9	sequence	sequence	NOUN
cana-2146	376	10	and	and	CCONJ
cana-2146	376	11	structural	structural	ADJ
cana-2146	376	12	information	information	NOUN
cana-2146	376	13	.	.	PUNCT
cana-2146	377	1	nucleic	nucleic	ADJ
cana-2146	377	2	acids	acid	NOUN
cana-2146	377	3	res.43	res.43	NOUN
cana-2146	377	4	,	,	PUNCT
cana-2146	377	5	1370–1379	1370–1379	NUM
cana-2146	377	6	.	.	PUNCT
cana-2146	378	1	[	[	X
cana-2146	378	2	35	35	NUM
cana-2146	378	3	]	]	X
cana-2146	378	4	ge	ge	PROPN
cana-2146	378	5	,	,	PUNCT
cana-2146	378	6	m.	m.	NOUN
cana-2146	378	7	,	,	PUNCT
cana-2146	378	8	li	li	PROPN
cana-2146	378	9	,	,	PUNCT
cana-2146	378	10	a.	a.	NOUN
cana-2146	378	11	,	,	PUNCT
cana-2146	378	12	and	and	CCONJ
cana-2146	378	13	wang	wang	PROPN
cana-2146	378	14	,	,	PUNCT
cana-2146	378	15	m.	m.	NOUN
cana-2146	378	16	(	(	PUNCT
cana-2146	378	17	2016	2016	NUM
cana-2146	378	18	)	)	PUNCT
cana-2146	378	19	.	.	PUNCT
cana-2146	379	1	a	a	DET
cana-2146	379	2	bipartite	bipartite	PROPN
cana-2146	379	3	network	network	NOUN
cana-2146	379	4	-	-	PUNCT
cana-2146	379	5	based	base	VERB
cana-2146	379	6	method	method	NOUN
cana-2146	379	7	forprediction	forprediction	NOUN
cana-2146	379	8	of	of	ADP
cana-2146	379	9	long	long	ADJ
cana-2146	379	10	non	non	ADJ
cana-2146	379	11	-	-	ADJ
cana-2146	379	12	coding	coding	ADJ
cana-2146	379	13	rnaprotein	rnaprotein	NOUN
cana-2146	379	14	interactions	interaction	NOUN
cana-2146	379	15	.	.	PUNCT
cana-2146	380	1	genomics	genomics	NOUN
cana-2146	380	2	proteomicsbioinformatics	proteomicsbioinformatic	NOUN
cana-2146	380	3	14	14	NUM
cana-2146	380	4	,	,	PUNCT
cana-2146	380	5	62–71	62–71	NOUN
cana-2146	380	6	.	.	PUNCT
cana-2146	381	1	[	[	X
cana-2146	381	2	36	36	NUM
cana-2146	381	3	]	]	SYM
cana-2146	381	4	hu	hu	PROPN
cana-2146	381	5	,	,	PUNCT
cana-2146	381	6	h.	h.	PROPN
cana-2146	381	7	,	,	PUNCT
cana-2146	381	8	zhu	zhu	PROPN
cana-2146	381	9	,	,	PUNCT
cana-2146	381	10	c.	c.	PROPN
cana-2146	381	11	,	,	PUNCT
cana-2146	381	12	ai	ai	VERB
cana-2146	381	13	,	,	PUNCT
cana-2146	381	14	h.	h.	PROPN
cana-2146	381	15	,	,	PUNCT
cana-2146	381	16	zhang	zhang	PROPN
cana-2146	381	17	,	,	PUNCT
cana-2146	381	18	l.	l.	PROPN
cana-2146	381	19	,	,	PUNCT
cana-2146	381	20	zhao	zhao	PROPN
cana-2146	381	21	,	,	PUNCT
cana-2146	381	22	j.	j.	PROPN
cana-2146	381	23	,	,	PUNCT
cana-2146	381	24	zhao	zhao	PROPN
cana-2146	381	25	,	,	PUNCT
cana-2146	381	26	q.	q.	PROPN
cana-2146	381	27	,	,	PUNCT
cana-2146	381	28	and	and	CCONJ
cana-2146	381	29	liu	liu	PROPN
cana-2146	381	30	,	,	PUNCT
cana-2146	381	31	h.	h.	PROPN
cana-2146	381	32	(	(	PUNCT
cana-2146	381	33	2017	2017	NUM
cana-2146	381	34	)	)	PUNCT
cana-2146	381	35	.	.	PUNCT
cana-2146	382	1	lpi	lpi	NOUN
cana-2146	382	2	-	-	PUNCT
cana-2146	382	3	etslp	etslp	ADJ
cana-2146	382	4	:	:	PUNCT
cana-2146	382	5	lncrna	lncrna	NOUN
cana-2146	382	6	-	-	PUNCT
cana-2146	382	7	protein	protein	NOUN
cana-2146	382	8	interaction	interaction	NOUN
cana-2146	382	9	prediction	prediction	NOUN
cana-2146	382	10	using	use	VERB
cana-2146	382	11	eigenvalue	eigenvalue	PROPN
cana-2146	382	12	transformation	transformation	NOUN
cana-2146	382	13	-	-	PUNCT
cana-2146	382	14	based	base	VERB
cana-2146	382	15	semisupervised	semisupervise	VERB
cana-2146	382	16	link	link	NOUN
cana-2146	382	17	prediction	prediction	NOUN
cana-2146	382	18	.	.	PUNCT
cana-2146	383	1	mol	mol	PROPN
cana-2146	383	2	.	.	PUNCT
cana-2146	384	1	biosyst	biosyst	NOUN
cana-2146	384	2	.	.	PUNCT
cana-2146	385	1	13	13	NUM
cana-2146	385	2	,	,	PUNCT
cana-2146	385	3	1781–1787	1781–1787	NUM
cana-2146	385	4	.	.	PUNCT
cana-2146	386	1	[	[	X
cana-2146	386	2	37	37	NUM
cana-2146	386	3	]	]	X
cana-2146	386	4	liu	liu	PROPN
cana-2146	386	5	,	,	PUNCT
cana-2146	386	6	h.	h.	PROPN
cana-2146	386	7	,	,	PUNCT
cana-2146	386	8	ren	ren	PROPN
cana-2146	386	9	,	,	PUNCT
cana-2146	386	10	g.	g.	PROPN
cana-2146	386	11	,	,	PUNCT
cana-2146	386	12	hu	hu	PROPN
cana-2146	386	13	,	,	PUNCT
cana-2146	386	14	h.	h.	PROPN
cana-2146	386	15	,	,	PUNCT
cana-2146	386	16	zhang	zhang	PROPN
cana-2146	386	17	,	,	PUNCT
cana-2146	386	18	l.	l.	PROPN
cana-2146	386	19	,	,	PUNCT
cana-2146	386	20	ai	ai	PROPN
cana-2146	386	21	,	,	PUNCT
cana-2146	386	22	h.	h.	PROPN
cana-2146	386	23	,	,	PUNCT
cana-2146	386	24	zhang	zhang	PROPN
cana-2146	386	25	,	,	PUNCT
cana-2146	386	26	w.	w.	PROPN
cana-2146	386	27	,	,	PUNCT
cana-2146	386	28	and	and	CCONJ
cana-2146	386	29	zhao	zhao	PROPN
cana-2146	386	30	,	,	PUNCT
cana-2146	386	31	q.	q.	PROPN
cana-2146	386	32	(	(	PUNCT
cana-2146	386	33	2017	2017	NUM
cana-2146	386	34	)	)	PUNCT
cana-2146	386	35	.	.	PUNCT
cana-2146	387	1	lpinrlmf	lpinrlmf	NOUN
cana-2146	387	2	:	:	PUNCT
cana-2146	387	3	lncrna	lncrna	NOUN
cana-2146	387	4	-	-	PUNCT
cana-2146	387	5	protein	protein	NOUN
cana-2146	387	6	interaction	interaction	NOUN
cana-2146	387	7	prediction	prediction	NOUN
cana-2146	387	8	by	by	ADP
cana-2146	387	9	neighborhood	neighborhood	NOUN
cana-2146	387	10	regularized	regularize	VERB
cana-2146	387	11	logisticmatrix	logisticmatrix	NOUN
cana-2146	387	12	factorization	factorization	NOUN
cana-2146	387	13	.	.	PUNCT
cana-2146	388	1	oncotarget	oncotarget	NOUN
cana-2146	388	2	8	8	NUM
cana-2146	388	3	,	,	PUNCT
cana-2146	388	4	103975–103984	103975–103984	NUM
cana-2146	388	5	.	.	PUNCT
cana-2146	389	1	[	[	X
cana-2146	389	2	38	38	NUM
cana-2146	389	3	]	]	X
cana-2146	389	4	hao	hao	PROPN
cana-2146	389	5	,	,	PUNCT
cana-2146	389	6	y.	y.	PROPN
cana-2146	389	7	,	,	PUNCT
cana-2146	389	8	wu	wu	PROPN
cana-2146	389	9	,	,	PUNCT
cana-2146	389	10	w.	w.	PROPN
cana-2146	389	11	,	,	PUNCT
cana-2146	389	12	li	li	PROPN
cana-2146	389	13	,	,	PUNCT
cana-2146	389	14	h.	h.	PROPN
cana-2146	389	15	,	,	PUNCT
cana-2146	389	16	yuan	yuan	PROPN
cana-2146	389	17	,	,	PUNCT
cana-2146	389	18	j.	j.	PROPN
cana-2146	389	19	,	,	PUNCT
cana-2146	389	20	luo	luo	PROPN
cana-2146	389	21	,	,	PUNCT
cana-2146	389	22	j.	j.	PROPN
cana-2146	389	23	,	,	PUNCT
cana-2146	389	24	zhao	zhao	PROPN
cana-2146	389	25	,	,	PUNCT
cana-2146	389	26	y.	y.	PROPN
cana-2146	389	27	,	,	PUNCT
cana-2146	389	28	and	and	CCONJ
cana-2146	389	29	chen	chen	PROPN
cana-2146	389	30	,	,	PUNCT
cana-2146	389	31	r.	r.	PROPN
cana-2146	389	32	(	(	PUNCT
cana-2146	389	33	2016	2016	NUM
cana-2146	389	34	)	)	PUNCT
cana-2146	389	35	.	.	PUNCT
cana-2146	390	1	npinter	npinter	PROPN
cana-2146	390	2	v3.0	v3.0	PROPN
cana-2146	390	3	:	:	PUNCT
cana-2146	390	4	an	an	DET
cana-2146	390	5	upgraded	upgrade	VERB
cana-2146	390	6	database	database	NOUN
cana-2146	390	7	of	of	ADP
cana-2146	390	8	noncoding	noncode	VERB
cana-2146	390	9	rna	rna	NOUN
cana-2146	390	10	-	-	PUNCT
cana-2146	390	11	associated	associate	VERB
cana-2146	390	12	interactions	interaction	NOUN
cana-2146	390	13	.	.	PUNCT
cana-2146	391	1	database	database	NOUN
cana-2146	391	2	(	(	PUNCT
cana-2146	391	3	oxford)2016	oxford)2016	PROPN
cana-2146	391	4	,	,	PUNCT
cana-2146	391	5	baw057	baw057	NOUN
cana-2146	391	6	.	.	PUNCT