id	sid	tid	token	lemma	pos
cana-5848	1	1	communications	communication	NOUN
cana-5848	1	2	on	on	ADP
cana-5848	1	3	applied	apply	VERB
cana-5848	1	4	nonlinear	nonlinear	ADJ
cana-5848	1	5	analysis	analysis	NOUN
cana-5848	1	6	issn	issn	NOUN
cana-5848	1	7	:	:	PUNCT
cana-5848	1	8	1074	1074	NUM
cana-5848	1	9	-	-	PUNCT
cana-5848	1	10	133x	133x	NUM
cana-5848	1	11	vol	vol	NOUN
cana-5848	1	12	30	30	NUM
cana-5848	1	13	no	no	NOUN
cana-5848	1	14	.	.	NOUN
cana-5848	1	15	4	4	NUM
cana-5848	1	16	(	(	PUNCT
cana-5848	1	17	2023	2023	NUM
cana-5848	1	18	)	)	PUNCT
cana-5848	2	1	181	181	NUM
cana-5848	2	2	https://internationalpubls.com	https://internationalpubls.com	X
cana-5848	2	3	a	a	DET
cana-5848	2	4	comparative	comparative	ADJ
cana-5848	2	5	analysis	analysis	NOUN
cana-5848	2	6	of	of	ADP
cana-5848	2	7	mamdani	mamdani	NOUN
cana-5848	2	8	and	and	CCONJ
cana-5848	2	9	sugeno	sugeno	VERB
cana-5848	2	10	fuzzy	fuzzy	ADJ
cana-5848	2	11	controllers	controller	NOUN
cana-5848	2	12	in	in	ADP
cana-5848	2	13	risk	risk	NOUN
cana-5848	2	14	evaluation	evaluation	NOUN
cana-5848	2	15	of	of	ADP
cana-5848	2	16	gastric	gastric	ADJ
cana-5848	2	17	and	and	CCONJ
cana-5848	2	18	prostate	prostate	NOUN
cana-5848	2	19	cancer	cancer	NOUN
cana-5848	2	20	using	use	VERB
cana-5848	2	21	fuzzy	fuzzy	ADJ
cana-5848	2	22	soft	soft	ADJ
cana-5848	2	23	sets	set	NOUN
cana-5848	2	24	mr	mr	PROPN
cana-5848	2	25	.	.	PROPN
cana-5848	2	26	tabendra	tabendra	PROPN
cana-5848	2	27	nath	nath	PROPN
cana-5848	2	28	das	das	PROPN
cana-5848	2	29	,	,	PUNCT
cana-5848	2	30	assistant	assistant	NOUN
cana-5848	2	31	professor	professor	NOUN
cana-5848	2	32	,	,	PUNCT
cana-5848	2	33	department	department	NOUN
cana-5848	2	34	of	of	ADP
cana-5848	2	35	mathematics	mathematics	PROPN
cana-5848	2	36	dhakuakhana	dhakuakhana	PROPN
cana-5848	2	37	college	college	PROPN
cana-5848	2	38	,	,	PUNCT
cana-5848	2	39	dhakuakhana	dhakuakhana	PROPN
cana-5848	2	40	.	.	PUNCT
cana-5848	3	1	email	email	NOUN
cana-5848	3	2	:	:	PUNCT
cana-5848	3	3	tabendra2@gmail.com	tabendra2@gmail.com	X
cana-5848	3	4	article	article	NOUN
cana-5848	3	5	history	history	NOUN
cana-5848	3	6	:	:	PUNCT
cana-5848	3	7	received	receive	VERB
cana-5848	3	8	:	:	PUNCT
cana-5848	3	9	14	14	NUM
cana-5848	3	10	-	-	SYM
cana-5848	3	11	10	10	NUM
cana-5848	3	12	-	-	PUNCT
cana-5848	3	13	2023	2023	NUM
cana-5848	3	14	revised	revise	VERB
cana-5848	3	15	:	:	PUNCT
cana-5848	3	16	15	15	NUM
cana-5848	3	17	-	-	SYM
cana-5848	3	18	11	11	NUM
cana-5848	3	19	-	-	SYM
cana-5848	3	20	2023	2023	NUM
cana-5848	3	21	accepted	accept	VERB
cana-5848	3	22	:	:	PUNCT
cana-5848	3	23	21	21	NUM
cana-5848	3	24	-	-	SYM
cana-5848	3	25	12	12	NUM
cana-5848	3	26	-	-	PUNCT
cana-5848	3	27	2023	2023	NUM
cana-5848	3	28	abstract	abstract	ADV
cana-5848	3	29	accurate	accurate	ADJ
cana-5848	3	30	and	and	CCONJ
cana-5848	3	31	early	early	ADJ
cana-5848	3	32	cancer	cancer	NOUN
cana-5848	3	33	risk	risk	NOUN
cana-5848	3	34	evaluation	evaluation	NOUN
cana-5848	3	35	is	be	AUX
cana-5848	3	36	vital	vital	ADJ
cana-5848	3	37	for	for	ADP
cana-5848	3	38	improving	improve	VERB
cana-5848	3	39	patient	patient	ADJ
cana-5848	3	40	outcomes	outcome	NOUN
cana-5848	3	41	,	,	PUNCT
cana-5848	3	42	yet	yet	CCONJ
cana-5848	3	43	conventional	conventional	ADJ
cana-5848	3	44	diagnostic	diagnostic	ADJ
cana-5848	3	45	models	model	NOUN
cana-5848	3	46	often	often	ADV
cana-5848	3	47	struggle	struggle	VERB
cana-5848	3	48	with	with	ADP
cana-5848	3	49	the	the	DET
cana-5848	3	50	inherent	inherent	ADJ
cana-5848	3	51	vagueness	vagueness	NOUN
cana-5848	3	52	and	and	CCONJ
cana-5848	3	53	imprecision	imprecision	NOUN
cana-5848	3	54	of	of	ADP
cana-5848	3	55	clinical	clinical	ADJ
cana-5848	3	56	data	datum	NOUN
cana-5848	3	57	.	.	PUNCT
cana-5848	4	1	this	this	DET
cana-5848	4	2	research	research	NOUN
cana-5848	4	3	presents	present	VERB
cana-5848	4	4	a	a	DET
cana-5848	4	5	novel	novel	ADJ
cana-5848	4	6	comparative	comparative	ADJ
cana-5848	4	7	analysis	analysis	NOUN
cana-5848	4	8	of	of	ADP
cana-5848	4	9	mamdani	mamdani	NOUN
cana-5848	4	10	and	and	CCONJ
cana-5848	4	11	sugeno	sugeno	VERB
cana-5848	4	12	fuzzy	fuzzy	ADJ
cana-5848	4	13	inference	inference	NOUN
cana-5848	4	14	systems	system	NOUN
cana-5848	4	15	(	(	PUNCT
cana-5848	4	16	fis	fis	PROPN
cana-5848	4	17	)	)	PUNCT
cana-5848	4	18	integrated	integrate	VERB
cana-5848	4	19	with	with	ADP
cana-5848	4	20	fuzzy	fuzzy	ADJ
cana-5848	4	21	soft	soft	ADJ
cana-5848	4	22	set	set	NOUN
cana-5848	4	23	theory	theory	NOUN
cana-5848	4	24	to	to	PART
cana-5848	4	25	assess	assess	VERB
cana-5848	4	26	the	the	DET
cana-5848	4	27	risk	risk	NOUN
cana-5848	4	28	levels	level	NOUN
cana-5848	4	29	of	of	ADP
cana-5848	4	30	gastric	gastric	ADJ
cana-5848	4	31	and	and	CCONJ
cana-5848	4	32	prostate	prostate	NOUN
cana-5848	4	33	cancers	cancer	NOUN
cana-5848	4	34	.	.	PUNCT
cana-5848	5	1	patient	patient	ADJ
cana-5848	5	2	records	record	NOUN
cana-5848	5	3	comprising	comprise	VERB
cana-5848	5	4	linguistic	linguistic	ADJ
cana-5848	5	5	and	and	CCONJ
cana-5848	5	6	numerical	numerical	ADJ
cana-5848	5	7	variables	variable	NOUN
cana-5848	5	8	—	—	PUNCT
cana-5848	5	9	such	such	ADJ
cana-5848	5	10	as	as	ADP
cana-5848	5	11	age	age	NOUN
cana-5848	5	12	,	,	PUNCT
cana-5848	5	13	psa	psa	NOUN
cana-5848	5	14	levels	level	NOUN
cana-5848	5	15	,	,	PUNCT
cana-5848	5	16	gastrointestinal	gastrointestinal	ADJ
cana-5848	5	17	symptoms	symptom	NOUN
cana-5848	5	18	,	,	PUNCT
cana-5848	5	19	and	and	CCONJ
cana-5848	5	20	tumor	tumor	NOUN
cana-5848	5	21	biomarkers	biomarker	NOUN
cana-5848	5	22	(	(	PUNCT
cana-5848	5	23	cea	cea	PROPN
cana-5848	5	24	,	,	PUNCT
cana-5848	5	25	ca19	ca19	PROPN
cana-5848	5	26	-	-	PUNCT
cana-5848	5	27	9	9	NUM
cana-5848	5	28	,	,	PUNCT
cana-5848	5	29	pca3)—were	pca3)—were	X
cana-5848	5	30	modeled	model	VERB
cana-5848	5	31	using	use	VERB
cana-5848	5	32	fuzzy	fuzzy	ADJ
cana-5848	5	33	logic	logic	NOUN
cana-5848	5	34	frameworks	framework	NOUN
cana-5848	5	35	.	.	PUNCT
cana-5848	6	1	the	the	DET
cana-5848	6	2	fuzzy	fuzzy	ADJ
cana-5848	6	3	soft	soft	ADJ
cana-5848	6	4	set	set	NOUN
cana-5848	6	5	approach	approach	NOUN
cana-5848	6	6	enabled	enable	VERB
cana-5848	6	7	flexible	flexible	ADJ
cana-5848	6	8	,	,	PUNCT
cana-5848	6	9	parameter	parameter	NOUN
cana-5848	6	10	-	-	PUNCT
cana-5848	6	11	driven	drive	VERB
cana-5848	6	12	uncertainty	uncertainty	NOUN
cana-5848	6	13	modeling	modeling	NOUN
cana-5848	6	14	,	,	PUNCT
cana-5848	6	15	making	make	VERB
cana-5848	6	16	the	the	DET
cana-5848	6	17	risk	risk	NOUN
cana-5848	6	18	classification	classification	NOUN
cana-5848	6	19	process	process	NOUN
cana-5848	6	20	more	more	ADV
cana-5848	6	21	adaptive	adaptive	ADJ
cana-5848	6	22	and	and	CCONJ
cana-5848	6	23	tolerant	tolerant	ADJ
cana-5848	6	24	to	to	ADP
cana-5848	6	25	incomplete	incomplete	ADJ
cana-5848	6	26	or	or	CCONJ
cana-5848	6	27	noisy	noisy	ADJ
cana-5848	6	28	data	datum	NOUN
cana-5848	6	29	.	.	PUNCT
cana-5848	7	1	a	a	DET
cana-5848	7	2	comprehensive	comprehensive	ADJ
cana-5848	7	3	evaluation	evaluation	NOUN
cana-5848	7	4	of	of	ADP
cana-5848	7	5	both	both	DET
cana-5848	7	6	controllers	controller	NOUN
cana-5848	7	7	revealed	reveal	VERB
cana-5848	7	8	that	that	SCONJ
cana-5848	7	9	the	the	DET
cana-5848	7	10	sugeno	sugeno	NOUN
cana-5848	7	11	model	model	NOUN
cana-5848	7	12	demonstrated	demonstrate	VERB
cana-5848	7	13	superior	superior	ADJ
cana-5848	7	14	performance	performance	NOUN
cana-5848	7	15	in	in	ADP
cana-5848	7	16	terms	term	NOUN
cana-5848	7	17	of	of	ADP
cana-5848	7	18	accuracy	accuracy	NOUN
cana-5848	7	19	(	(	PUNCT
cana-5848	7	20	91.3	91.3	NUM
cana-5848	7	21	%	%	NOUN
cana-5848	7	22	)	)	PUNCT
cana-5848	7	23	,	,	PUNCT
cana-5848	7	24	computational	computational	ADJ
cana-5848	7	25	speed	speed	NOUN
cana-5848	7	26	,	,	PUNCT
cana-5848	7	27	and	and	CCONJ
cana-5848	7	28	area	area	NOUN
cana-5848	7	29	under	under	ADP
cana-5848	7	30	the	the	DET
cana-5848	7	31	curve	curve	NOUN
cana-5848	7	32	(	(	PUNCT
cana-5848	7	33	auc	auc	NOUN
cana-5848	7	34	=	=	NUM
cana-5848	7	35	0.94	0.94	NUM
cana-5848	7	36	)	)	PUNCT
cana-5848	7	37	,	,	PUNCT
cana-5848	7	38	while	while	SCONJ
cana-5848	7	39	the	the	DET
cana-5848	7	40	mamdani	mamdani	PROPN
cana-5848	7	41	model	model	NOUN
cana-5848	7	42	provided	provide	VERB
cana-5848	7	43	enhanced	enhanced	ADJ
cana-5848	7	44	interpretability	interpretability	NOUN
cana-5848	7	45	of	of	ADP
cana-5848	7	46	decision	decision	NOUN
cana-5848	7	47	rules	rule	NOUN
cana-5848	7	48	,	,	PUNCT
cana-5848	7	49	making	make	VERB
cana-5848	7	50	it	it	PRON
cana-5848	7	51	more	more	ADV
cana-5848	7	52	suitable	suitable	ADJ
cana-5848	7	53	for	for	ADP
cana-5848	7	54	clinician	clinician	NOUN
cana-5848	7	55	-	-	PUNCT
cana-5848	7	56	centered	center	VERB
cana-5848	7	57	applications	application	NOUN
cana-5848	7	58	.	.	PUNCT
cana-5848	8	1	this	this	DET
cana-5848	8	2	work	work	NOUN
cana-5848	8	3	underscores	underscore	VERB
cana-5848	8	4	the	the	DET
cana-5848	8	5	effectiveness	effectiveness	NOUN
cana-5848	8	6	of	of	ADP
cana-5848	8	7	mathematically	mathematically	ADV
cana-5848	8	8	grounded	ground	VERB
cana-5848	8	9	,	,	PUNCT
cana-5848	8	10	hybrid	hybrid	ADJ
cana-5848	8	11	fuzzy	fuzzy	ADJ
cana-5848	8	12	-	-	PUNCT
cana-5848	8	13	soft	soft	ADJ
cana-5848	8	14	frameworks	framework	NOUN
cana-5848	8	15	in	in	ADP
cana-5848	8	16	clinical	clinical	ADJ
cana-5848	8	17	decision	decision	NOUN
cana-5848	8	18	support	support	NOUN
cana-5848	8	19	and	and	CCONJ
cana-5848	8	20	presents	present	VERB
cana-5848	8	21	a	a	DET
cana-5848	8	22	robust	robust	ADJ
cana-5848	8	23	alternative	alternative	NOUN
cana-5848	8	24	to	to	ADP
cana-5848	8	25	rigid	rigid	ADJ
cana-5848	8	26	threshold	threshold	NOUN
cana-5848	8	27	-	-	PUNCT
cana-5848	8	28	based	base	VERB
cana-5848	8	29	diagnostic	diagnostic	ADJ
cana-5848	8	30	tools	tool	NOUN
cana-5848	8	31	.	.	PUNCT
cana-5848	9	1	keywords	keyword	NOUN
cana-5848	9	2	:	:	PUNCT
cana-5848	9	3	fuzzy	fuzzy	ADJ
cana-5848	9	4	soft	soft	ADJ
cana-5848	9	5	sets	set	NOUN
cana-5848	9	6	,	,	PUNCT
cana-5848	9	7	mamdani	mamdani	ADJ
cana-5848	9	8	fuzzy	fuzzy	ADJ
cana-5848	9	9	controller	controller	NOUN
cana-5848	9	10	,	,	PUNCT
cana-5848	9	11	sugeno	sugeno	VERB
cana-5848	9	12	fuzzy	fuzzy	ADJ
cana-5848	9	13	controller	controller	NOUN
cana-5848	9	14	,	,	PUNCT
cana-5848	9	15	gastric	gastric	ADJ
cana-5848	9	16	cancer	cancer	NOUN
cana-5848	9	17	,	,	PUNCT
cana-5848	9	18	prostate	prostate	NOUN
cana-5848	9	19	cancer	cancer	NOUN
cana-5848	9	20	,	,	PUNCT
cana-5848	9	21	risk	risk	NOUN
cana-5848	9	22	evaluation	evaluation	NOUN
cana-5848	9	23	,	,	PUNCT
cana-5848	9	24	fuzzy	fuzzy	ADJ
cana-5848	9	25	inference	inference	NOUN
cana-5848	9	26	systems	system	NOUN
cana-5848	9	27	,	,	PUNCT
cana-5848	9	28	medical	medical	ADJ
cana-5848	9	29	decision	decision	NOUN
cana-5848	9	30	support	support	NOUN
cana-5848	9	31	1	1	NUM
cana-5848	9	32	.	.	PUNCT
cana-5848	10	1	introduction	introduction	NOUN
cana-5848	10	2	:	:	PUNCT
cana-5848	10	3	cancer	cancer	NOUN
cana-5848	10	4	diagnosis	diagnosis	NOUN
cana-5848	10	5	inherently	inherently	ADV
cana-5848	10	6	involves	involve	VERB
cana-5848	10	7	uncertainty	uncertainty	NOUN
cana-5848	10	8	due	due	ADJ
cana-5848	10	9	to	to	ADP
cana-5848	10	10	vagueness	vagueness	NOUN
cana-5848	10	11	in	in	ADP
cana-5848	10	12	clinical	clinical	ADJ
cana-5848	10	13	symptoms	symptom	NOUN
cana-5848	10	14	,	,	PUNCT
cana-5848	10	15	subjectivity	subjectivity	NOUN
cana-5848	10	16	in	in	ADP
cana-5848	10	17	patient	patient	ADJ
cana-5848	10	18	reporting	reporting	NOUN
cana-5848	10	19	,	,	PUNCT
cana-5848	10	20	and	and	CCONJ
cana-5848	10	21	variability	variability	NOUN
cana-5848	10	22	in	in	ADP
cana-5848	10	23	biological	biological	ADJ
cana-5848	10	24	markers	marker	NOUN
cana-5848	10	25	.	.	PUNCT
cana-5848	11	1	in	in	ADP
cana-5848	11	2	particular	particular	ADJ
cana-5848	11	3	,	,	PUNCT
cana-5848	11	4	gastric	gastric	ADJ
cana-5848	11	5	and	and	CCONJ
cana-5848	11	6	prostate	prostate	NOUN
cana-5848	11	7	cancers	cancer	NOUN
cana-5848	11	8	present	present	VERB
cana-5848	11	9	diagnostic	diagnostic	ADJ
cana-5848	11	10	complexities	complexity	NOUN
cana-5848	11	11	,	,	PUNCT
cana-5848	11	12	where	where	SCONJ
cana-5848	11	13	early	early	ADJ
cana-5848	11	14	symptoms	symptom	NOUN
cana-5848	11	15	are	be	AUX
cana-5848	11	16	often	often	ADV
cana-5848	11	17	non	non	ADJ
cana-5848	11	18	-	-	ADJ
cana-5848	11	19	specific	specific	ADJ
cana-5848	11	20	,	,	PUNCT
cana-5848	11	21	and	and	CCONJ
cana-5848	11	22	the	the	DET
cana-5848	11	23	associated	associated	ADJ
cana-5848	11	24	biomarkers	biomarker	NOUN
cana-5848	11	25	(	(	PUNCT
cana-5848	11	26	e.g.	e.g.	ADV
cana-5848	11	27	,	,	PUNCT
cana-5848	11	28	psa	psa	VERB
cana-5848	11	29	,	,	PUNCT
cana-5848	11	30	cea	cea	PROPN
cana-5848	11	31	,	,	PUNCT
cana-5848	11	32	ca19	ca19	PROPN
cana-5848	11	33	-	-	PUNCT
cana-5848	11	34	9	9	NUM
cana-5848	11	35	)	)	PUNCT
cana-5848	11	36	may	may	AUX
cana-5848	11	37	not	not	PART
cana-5848	11	38	adhere	adhere	VERB
cana-5848	11	39	to	to	ADP
cana-5848	11	40	sharp	sharp	ADJ
cana-5848	11	41	diagnostic	diagnostic	ADJ
cana-5848	11	42	thresholds	threshold	NOUN
cana-5848	11	43	.	.	PUNCT
cana-5848	12	1	traditional	traditional	ADJ
cana-5848	12	2	binary	binary	ADJ
cana-5848	12	3	or	or	CCONJ
cana-5848	12	4	statistical	statistical	ADJ
cana-5848	12	5	models	model	NOUN
cana-5848	12	6	f	f	X
cana-5848	12	7	:	:	PUNCT
cana-5848	12	8	r^n	r^n	NOUN
cana-5848	12	9	→	→	SYM
cana-5848	12	10	{	{	PUNCT
cana-5848	12	11	0,1	0,1	NOUN
cana-5848	12	12	}	}	PUNCT
cana-5848	12	13	inadequately	inadequately	ADV
cana-5848	12	14	capture	capture	VERB
cana-5848	12	15	the	the	DET
cana-5848	12	16	gradual	gradual	ADJ
cana-5848	12	17	and	and	CCONJ
cana-5848	12	18	uncertain	uncertain	ADJ
cana-5848	12	19	nature	nature	NOUN
cana-5848	12	20	of	of	ADP
cana-5848	12	21	cancer	cancer	NOUN
cana-5848	12	22	progression	progression	NOUN
cana-5848	12	23	.	.	PUNCT
cana-5848	13	1	fuzzy	fuzzy	ADJ
cana-5848	13	2	set	set	PROPN
cana-5848	13	3	theory	theory	NOUN
cana-5848	13	4	,	,	PUNCT
cana-5848	13	5	introduced	introduce	VERB
cana-5848	13	6	by	by	ADP
cana-5848	13	7	zadeh	zadeh	PROPN
cana-5848	13	8	(	(	PUNCT
cana-5848	13	9	1965	1965	NUM
cana-5848	13	10	)	)	PUNCT
cana-5848	13	11	,	,	PUNCT
cana-5848	13	12	generalizes	generalize	VERB
cana-5848	13	13	classical	classical	ADJ
cana-5848	13	14	set	set	NOUN
cana-5848	13	15	membership	membership	NOUN
cana-5848	13	16	by	by	ADP
cana-5848	13	17	allowing	allow	VERB
cana-5848	13	18	partial	partial	ADJ
cana-5848	13	19	degrees	degree	NOUN
cana-5848	13	20	of	of	ADP
cana-5848	13	21	truth	truth	NOUN
cana-5848	13	22	.	.	PUNCT
cana-5848	14	1	for	for	ADP
cana-5848	14	2	a	a	DET
cana-5848	14	3	universe	universe	NOUN
cana-5848	14	4	of	of	ADP
cana-5848	14	5	discourse	discourse	NOUN
cana-5848	14	6	x	x	NOUN
cana-5848	14	7	,	,	PUNCT
cana-5848	14	8	a	a	DET
cana-5848	14	9	fuzzy	fuzzy	ADJ
cana-5848	14	10	set	set	NOUN
cana-5848	14	11	a	a	PRON
cana-5848	14	12	is	be	AUX
cana-5848	14	13	defined	define	VERB
cana-5848	14	14	by	by	ADP
cana-5848	14	15	a	a	DET
cana-5848	14	16	membership	membership	NOUN
cana-5848	14	17	function	function	NOUN
cana-5848	14	18	:	:	PUNCT
cana-5848	15	1	μ_a	μ_a	NUM
cana-5848	15	2	:	:	PUNCT
cana-5848	15	3	x	x	X
cana-5848	15	4	→	→	SYM
cana-5848	16	1	[	[	X
cana-5848	16	2	0	0	NUM
cana-5848	16	3	,	,	PUNCT
cana-5848	16	4	1	1	NUM
cana-5848	16	5	]	]	PUNCT
cana-5848	16	6	where	where	SCONJ
cana-5848	16	7	μ_a(x	μ_a(x	NOUN
cana-5848	16	8	)	)	PUNCT
cana-5848	16	9	denotes	denote	VERB
cana-5848	16	10	the	the	DET
cana-5848	16	11	degree	degree	NOUN
cana-5848	16	12	to	to	PART
cana-5848	16	13	which	which	DET
cana-5848	16	14	element	element	NOUN
cana-5848	16	15	x	x	SYM
cana-5848	16	16	∈	∈	PROPN
cana-5848	16	17	x	x	PUNCT
cana-5848	16	18	belongs	belong	VERB
cana-5848	16	19	to	to	ADP
cana-5848	16	20	the	the	DET
cana-5848	16	21	set	set	NOUN
cana-5848	16	22	a.	a.	NOUN
cana-5848	16	23	this	this	DET
cana-5848	16	24	construct	construct	NOUN
cana-5848	16	25	supports	support	VERB
cana-5848	16	26	the	the	DET
cana-5848	16	27	modeling	modeling	NOUN
cana-5848	16	28	of	of	ADP
cana-5848	16	29	imprecise	imprecise	ADJ
cana-5848	16	30	concepts	concept	NOUN
cana-5848	16	31	like	like	ADP
cana-5848	16	32	“	"	PUNCT
cana-5848	16	33	high	high	ADJ
cana-5848	16	34	psa	psa	NOUN
cana-5848	16	35	”	"	PUNCT
cana-5848	16	36	or	or	CCONJ
cana-5848	16	37	“	"	PUNCT
cana-5848	16	38	moderate	moderate	ADJ
cana-5848	16	39	risk	risk	NOUN
cana-5848	16	40	,	,	PUNCT
cana-5848	16	41	”	"	PUNCT
cana-5848	16	42	making	make	VERB
cana-5848	16	43	it	it	PRON
cana-5848	16	44	suitable	suitable	ADJ
cana-5848	16	45	for	for	ADP
cana-5848	16	46	clinical	clinical	ADJ
cana-5848	16	47	data	datum	NOUN
cana-5848	16	48	characterized	characterize	VERB
cana-5848	16	49	by	by	ADP
cana-5848	16	50	soft	soft	ADJ
cana-5848	16	51	boundaries	boundary	NOUN
cana-5848	16	52	.	.	PUNCT
cana-5848	17	1	soft	soft	ADJ
cana-5848	17	2	set	set	NOUN
cana-5848	17	3	theory	theory	NOUN
cana-5848	17	4	,	,	PUNCT
cana-5848	17	5	proposed	propose	VERB
cana-5848	17	6	by	by	ADP
cana-5848	17	7	molodtsov	molodtsov	PROPN
cana-5848	17	8	(	(	PUNCT
cana-5848	17	9	1999	1999	NUM
cana-5848	17	10	)	)	PUNCT
cana-5848	17	11	,	,	PUNCT
cana-5848	17	12	addresses	address	VERB
cana-5848	17	13	uncertainty	uncertainty	NOUN
cana-5848	17	14	from	from	ADP
cana-5848	17	15	a	a	DET
cana-5848	17	16	parameterization	parameterization	NOUN
cana-5848	17	17	perspective	perspective	NOUN
cana-5848	17	18	.	.	PUNCT
cana-5848	18	1	a	a	DET
cana-5848	18	2	soft	soft	ADJ
cana-5848	18	3	set	set	NOUN
cana-5848	18	4	over	over	ADP
cana-5848	18	5	a	a	DET
cana-5848	18	6	universe	universe	NOUN
cana-5848	18	7	u	u	NOUN
cana-5848	18	8	and	and	CCONJ
cana-5848	18	9	a	a	DET
cana-5848	18	10	set	set	NOUN
cana-5848	18	11	of	of	ADP
cana-5848	18	12	parameters	parameter	NOUN
cana-5848	18	13	e	e	NOUN
cana-5848	18	14	is	be	AUX
cana-5848	18	15	a	a	DET
cana-5848	18	16	pair	pair	NOUN
cana-5848	18	17	(	(	PUNCT
cana-5848	18	18	f	f	X
cana-5848	18	19	,	,	PUNCT
cana-5848	18	20	e	e	NOUN
cana-5848	18	21	)	)	PUNCT
cana-5848	18	22	,	,	PUNCT
cana-5848	18	23	where	where	SCONJ
cana-5848	18	24	:	:	PUNCT
cana-5848	18	25	communications	communication	NOUN
cana-5848	18	26	on	on	ADP
cana-5848	18	27	applied	apply	VERB
cana-5848	18	28	nonlinear	nonlinear	ADJ
cana-5848	18	29	analysis	analysis	NOUN
cana-5848	18	30	issn	issn	NOUN
cana-5848	18	31	:	:	PUNCT
cana-5848	18	32	1074	1074	NUM
cana-5848	18	33	-	-	PUNCT
cana-5848	18	34	133x	133x	NUM
cana-5848	18	35	vol	vol	NOUN
cana-5848	18	36	30	30	NUM
cana-5848	19	1	no	no	NOUN
cana-5848	19	2	.	.	NOUN
cana-5848	19	3	4	4	NUM
cana-5848	19	4	(	(	PUNCT
cana-5848	19	5	2023	2023	NUM
cana-5848	19	6	)	)	PUNCT
cana-5848	19	7	182	182	NUM
cana-5848	20	1	https://internationalpubls.com	https://internationalpubls.com	X
cana-5848	20	2	f	f	X
cana-5848	20	3	:	:	PUNCT
cana-5848	20	4	e	e	X
cana-5848	20	5	→	→	SYM
cana-5848	20	6	p(u	p(u	ADJ
cana-5848	20	7	)	)	PUNCT
cana-5848	20	8	and	and	CCONJ
cana-5848	20	9	f(e	f(e	NOUN
cana-5848	20	10	)	)	PUNCT
cana-5848	20	11	represents	represent	VERB
cana-5848	20	12	the	the	DET
cana-5848	20	13	approximate	approximate	ADJ
cana-5848	20	14	set	set	NOUN
cana-5848	20	15	of	of	ADP
cana-5848	20	16	elements	element	NOUN
cana-5848	20	17	associated	associate	VERB
cana-5848	20	18	with	with	ADP
cana-5848	20	19	parameter	parameter	PROPN
cana-5848	20	20	e.	e.	PROPN
cana-5848	21	1	the	the	DET
cana-5848	21	2	extension	extension	NOUN
cana-5848	21	3	to	to	ADP
cana-5848	21	4	fuzzy	fuzzy	ADJ
cana-5848	21	5	soft	soft	ADJ
cana-5848	21	6	sets	set	NOUN
cana-5848	21	7	allows	allow	VERB
cana-5848	21	8	:	:	PUNCT
cana-5848	21	9	f	f	X
cana-5848	21	10	:	:	PUNCT
cana-5848	21	11	e	e	X
cana-5848	21	12	→	→	SYM
cana-5848	21	13	p̃(u	p̃(u	PROPN
cana-5848	21	14	)	)	PUNCT
cana-5848	21	15	where	where	SCONJ
cana-5848	21	16	p̃(u	p̃(u	PROPN
cana-5848	21	17	)	)	PUNCT
cana-5848	21	18	is	be	AUX
cana-5848	21	19	the	the	DET
cana-5848	21	20	collection	collection	NOUN
cana-5848	21	21	of	of	ADP
cana-5848	21	22	fuzzy	fuzzy	ADJ
cana-5848	21	23	subsets	subset	NOUN
cana-5848	21	24	of	of	ADP
cana-5848	21	25	u.	u.	NOUN
cana-5848	21	26	this	this	DET
cana-5848	21	27	formalism	formalism	NOUN
cana-5848	21	28	permits	permit	VERB
cana-5848	21	29	the	the	DET
cana-5848	21	30	simultaneous	simultaneous	ADJ
cana-5848	21	31	handling	handling	NOUN
cana-5848	21	32	of	of	ADP
cana-5848	21	33	both	both	DET
cana-5848	21	34	parameter	parameter	NOUN
cana-5848	21	35	uncertainty	uncertainty	NOUN
cana-5848	21	36	and	and	CCONJ
cana-5848	21	37	membership	membership	NOUN
cana-5848	21	38	fuzziness	fuzziness	NOUN
cana-5848	21	39	,	,	PUNCT
cana-5848	21	40	offering	offer	VERB
cana-5848	21	41	a	a	DET
cana-5848	21	42	powerful	powerful	ADJ
cana-5848	21	43	tool	tool	NOUN
cana-5848	21	44	for	for	ADP
cana-5848	21	45	multi	multi	ADJ
cana-5848	21	46	-	-	ADJ
cana-5848	21	47	featured	feature	VERB
cana-5848	21	48	clinical	clinical	ADJ
cana-5848	21	49	decision	decision	NOUN
cana-5848	21	50	systems	system	NOUN
cana-5848	21	51	.	.	PUNCT
cana-5848	22	1	in	in	ADP
cana-5848	22	2	this	this	DET
cana-5848	22	3	study	study	NOUN
cana-5848	22	4	,	,	PUNCT
cana-5848	22	5	we	we	PRON
cana-5848	22	6	aim	aim	VERB
cana-5848	22	7	to	to	PART
cana-5848	22	8	evaluate	evaluate	VERB
cana-5848	22	9	cancer	cancer	NOUN
cana-5848	22	10	risk	risk	NOUN
cana-5848	22	11	using	use	VERB
cana-5848	22	12	a	a	DET
cana-5848	22	13	composite	composite	ADJ
cana-5848	22	14	function	function	NOUN
cana-5848	22	15	:	:	PUNCT
cana-5848	23	1	r	r	X
cana-5848	23	2	:	:	PUNCT
cana-5848	23	3	p̃(u)^m	p̃(u)^m	X
cana-5848	23	4	→	→	PUNCT
cana-5848	24	1	[	[	X
cana-5848	24	2	0,1	0,1	NUM
cana-5848	24	3	]	]	PUNCT
cana-5848	24	4	where	where	SCONJ
cana-5848	24	5	r	r	NOUN
cana-5848	24	6	is	be	AUX
cana-5848	24	7	realized	realize	VERB
cana-5848	24	8	using	use	VERB
cana-5848	24	9	two	two	NUM
cana-5848	24	10	fuzzy	fuzzy	ADJ
cana-5848	24	11	inference	inference	NOUN
cana-5848	24	12	mechanisms	mechanism	NOUN
cana-5848	24	13	:	:	PUNCT
cana-5848	24	14	the	the	DET
cana-5848	24	15	mamdani	mamdani	NOUN
cana-5848	24	16	and	and	CCONJ
cana-5848	24	17	sugeno	sugeno	VERB
cana-5848	24	18	fuzzy	fuzzy	ADJ
cana-5848	24	19	controllers	controller	NOUN
cana-5848	24	20	.	.	PUNCT
cana-5848	25	1	the	the	DET
cana-5848	25	2	fuzzy	fuzzy	ADJ
cana-5848	25	3	input	input	NOUN
cana-5848	25	4	vectors	vector	NOUN
cana-5848	25	5	are	be	AUX
cana-5848	25	6	derived	derive	VERB
cana-5848	25	7	from	from	ADP
cana-5848	25	8	patient	patient	ADJ
cana-5848	25	9	attributes	attribute	NOUN
cana-5848	25	10	such	such	ADJ
cana-5848	25	11	as	as	ADP
cana-5848	25	12	age	age	NOUN
cana-5848	25	13	,	,	PUNCT
cana-5848	25	14	psa	psa	NOUN
cana-5848	25	15	,	,	PUNCT
cana-5848	25	16	cea	cea	PROPN
cana-5848	25	17	,	,	PUNCT
cana-5848	25	18	and	and	CCONJ
cana-5848	25	19	symptom	symptom	NOUN
cana-5848	25	20	indices	index	NOUN
cana-5848	25	21	.	.	PUNCT
cana-5848	26	1	let	let	VERB
cana-5848	26	2	x	x	SYM
cana-5848	26	3	=	=	SYM
cana-5848	26	4	(	(	PUNCT
cana-5848	26	5	x_1	x_1	PROPN
cana-5848	26	6	,	,	PUNCT
cana-5848	26	7	x_2	x_2	PROPN
cana-5848	26	8	,	,	PUNCT
cana-5848	26	9	...	...	PUNCT
cana-5848	26	10	,	,	PUNCT
cana-5848	26	11	x_n	x_n	NUM
cana-5848	26	12	)	)	PUNCT
cana-5848	26	13	∈	∈	PROPN
cana-5848	26	14	r^n	r^n	NOUN
cana-5848	26	15	denote	denote	VERB
cana-5848	26	16	the	the	DET
cana-5848	26	17	feature	feature	NOUN
cana-5848	26	18	vector	vector	NOUN
cana-5848	26	19	for	for	ADP
cana-5848	26	20	a	a	DET
cana-5848	26	21	patient	patient	NOUN
cana-5848	26	22	.	.	PUNCT
cana-5848	27	1	the	the	DET
cana-5848	27	2	fuzzified	fuzzifie	VERB
cana-5848	27	3	inputs	input	NOUN
cana-5848	27	4	μ_{x_i}(x_i	μ_{x_i}(x_i	PROPN
cana-5848	27	5	)	)	PUNCT
cana-5848	27	6	are	be	AUX
cana-5848	27	7	processed	process	VERB
cana-5848	27	8	via	via	ADP
cana-5848	27	9	fuzzy	fuzzy	ADJ
cana-5848	27	10	rule	rule	NOUN
cana-5848	27	11	bases	basis	NOUN
cana-5848	27	12	ℛ_mamdani	ℛ_mamdani	X
cana-5848	27	13	and	and	CCONJ
cana-5848	27	14	ℛ_sugeno	ℛ_sugeno	PROPN
cana-5848	27	15	to	to	PART
cana-5848	27	16	yield	yield	VERB
cana-5848	27	17	a	a	DET
cana-5848	27	18	risk	risk	NOUN
cana-5848	27	19	index	index	NOUN
cana-5848	27	20	r	r	NOUN
cana-5848	27	21	∈	∈	PROPN
cana-5848	28	1	[	[	X
cana-5848	28	2	0,1	0,1	NUM
cana-5848	28	3	]	]	PUNCT
cana-5848	28	4	,	,	PUNCT
cana-5848	28	5	such	such	ADJ
cana-5848	28	6	that	that	SCONJ
cana-5848	28	7	:	:	PUNCT
cana-5848	28	8	r	r	NOUN
cana-5848	28	9	=	=	SYM
cana-5848	28	10	defuzzify(aggregate(match(μ_{x_i	defuzzify(aggregate(match(μ_{x_i	PROPN
cana-5848	28	11	}	}	PUNCT
cana-5848	28	12	)	)	PUNCT
cana-5848	28	13	)	)	PUNCT
cana-5848	28	14	)	)	PUNCT
cana-5848	28	15	in	in	ADP
cana-5848	28	16	the	the	DET
cana-5848	28	17	mamdani	mamdani	PROPN
cana-5848	28	18	model	model	NOUN
cana-5848	28	19	,	,	PUNCT
cana-5848	28	20	this	this	PRON
cana-5848	28	21	involves	involve	VERB
cana-5848	28	22	fuzzy	fuzzy	ADJ
cana-5848	28	23	outputs	output	NOUN
cana-5848	28	24	and	and	CCONJ
cana-5848	28	25	centroid	centroid	NOUN
cana-5848	28	26	defuzzification	defuzzification	NOUN
cana-5848	28	27	,	,	PUNCT
cana-5848	28	28	while	while	SCONJ
cana-5848	28	29	the	the	DET
cana-5848	28	30	sugeno	sugeno	NOUN
cana-5848	28	31	model	model	NOUN
cana-5848	28	32	employs	employ	VERB
cana-5848	28	33	crisp	crisp	ADJ
cana-5848	28	34	output	output	NOUN
cana-5848	28	35	functions	function	NOUN
cana-5848	28	36	f(x	f(x	PROPN
cana-5848	28	37	)	)	PUNCT
cana-5848	28	38	of	of	ADP
cana-5848	28	39	the	the	DET
cana-5848	28	40	form	form	NOUN
cana-5848	28	41	:	:	PUNCT
cana-5848	28	42	f_i(x	f_i(x	NUM
cana-5848	28	43	)	)	PUNCT
cana-5848	29	1	=	=	PUNCT
cana-5848	29	2	a_1x_1	a_1x_1	PROPN
cana-5848	29	3	+	+	CCONJ
cana-5848	29	4	a_2x_2	a_2x_2	PROPN
cana-5848	29	5	+	+	CCONJ
cana-5848	29	6	...	...	PUNCT
cana-5848	30	1	+	+	CCONJ
cana-5848	30	2	a_nx_n	a_nx_n	ADJ
cana-5848	30	3	+	+	SYM
cana-5848	30	4	b	b	NOUN
cana-5848	30	5	which	which	PRON
cana-5848	30	6	are	be	AUX
cana-5848	30	7	combined	combine	VERB
cana-5848	30	8	using	use	VERB
cana-5848	30	9	a	a	DET
cana-5848	30	10	weighted	weighted	ADJ
cana-5848	30	11	average	average	NOUN
cana-5848	30	12	.	.	PUNCT
cana-5848	31	1	the	the	DET
cana-5848	31	2	inclusion	inclusion	NOUN
cana-5848	31	3	of	of	ADP
cana-5848	31	4	fuzzy	fuzzy	ADJ
cana-5848	31	5	soft	soft	ADJ
cana-5848	31	6	set	set	NOUN
cana-5848	31	7	theory	theory	NOUN
cana-5848	31	8	introduces	introduce	VERB
cana-5848	31	9	an	an	DET
cana-5848	31	10	additional	additional	ADJ
cana-5848	31	11	layer	layer	NOUN
cana-5848	31	12	of	of	ADP
cana-5848	31	13	abstraction	abstraction	NOUN
cana-5848	31	14	,	,	PUNCT
cana-5848	31	15	allowing	allow	VERB
cana-5848	31	16	flexible	flexible	ADJ
cana-5848	31	17	selection	selection	NOUN
cana-5848	31	18	and	and	CCONJ
cana-5848	31	19	weighting	weighting	NOUN
cana-5848	31	20	of	of	ADP
cana-5848	31	21	parameters	parameter	NOUN
cana-5848	31	22	,	,	PUNCT
cana-5848	31	23	particularly	particularly	ADV
cana-5848	31	24	when	when	SCONJ
cana-5848	31	25	some	some	DET
cana-5848	31	26	features	feature	NOUN
cana-5848	31	27	may	may	AUX
cana-5848	31	28	be	be	AUX
cana-5848	31	29	missing	miss	VERB
cana-5848	31	30	or	or	CCONJ
cana-5848	31	31	imprecise	imprecise	ADV
cana-5848	31	32	.	.	PUNCT
cana-5848	32	1	this	this	DET
cana-5848	32	2	research	research	NOUN
cana-5848	32	3	investigates	investigate	VERB
cana-5848	32	4	:	:	PUNCT
cana-5848	32	5	•	•	ADP
cana-5848	32	6	the	the	DET
cana-5848	32	7	comparative	comparative	ADJ
cana-5848	32	8	efficiency	efficiency	NOUN
cana-5848	32	9	of	of	ADP
cana-5848	32	10	mamdani	mamdani	NOUN
cana-5848	32	11	and	and	CCONJ
cana-5848	32	12	sugeno	sugeno	NOUN
cana-5848	32	13	controllers	controller	NOUN
cana-5848	32	14	in	in	ADP
cana-5848	32	15	modeling	model	VERB
cana-5848	32	16	r	r	NOUN
cana-5848	32	17	,	,	PUNCT
cana-5848	32	18	•	•	ADP
cana-5848	32	19	the	the	DET
cana-5848	32	20	performance	performance	NOUN
cana-5848	32	21	gain	gain	NOUN
cana-5848	32	22	from	from	ADP
cana-5848	32	23	embedding	embed	VERB
cana-5848	32	24	fuzzy	fuzzy	ADJ
cana-5848	32	25	soft	soft	ADJ
cana-5848	32	26	set	set	NOUN
cana-5848	32	27	semantics	semantic	NOUN
cana-5848	32	28	in	in	ADP
cana-5848	32	29	clinical	clinical	ADJ
cana-5848	32	30	data	datum	NOUN
cana-5848	32	31	representation	representation	NOUN
cana-5848	32	32	,	,	PUNCT
cana-5848	32	33	•	•	CCONJ
cana-5848	32	34	the	the	DET
cana-5848	32	35	trade	trade	NOUN
cana-5848	32	36	-	-	PUNCT
cana-5848	32	37	offs	off	NOUN
cana-5848	32	38	between	between	ADP
cana-5848	32	39	interpretability	interpretability	NOUN
cana-5848	32	40	(	(	PUNCT
cana-5848	32	41	favored	favor	VERB
cana-5848	32	42	by	by	ADP
cana-5848	32	43	mamdani	mamdani	NOUN
cana-5848	32	44	)	)	PUNCT
cana-5848	32	45	and	and	CCONJ
cana-5848	32	46	computational	computational	ADJ
cana-5848	32	47	precision	precision	NOUN
cana-5848	32	48	(	(	PUNCT
cana-5848	32	49	favored	favor	VERB
cana-5848	32	50	by	by	ADP
cana-5848	32	51	sugeno	sugeno	NOUN
cana-5848	32	52	)	)	PUNCT
cana-5848	32	53	.	.	PUNCT
cana-5848	33	1	ultimately	ultimately	ADV
cana-5848	33	2	,	,	PUNCT
cana-5848	33	3	we	we	PRON
cana-5848	33	4	aim	aim	VERB
cana-5848	33	5	to	to	PART
cana-5848	33	6	construct	construct	VERB
cana-5848	33	7	a	a	DET
cana-5848	33	8	fuzzy	fuzzy	ADJ
cana-5848	33	9	-	-	PUNCT
cana-5848	33	10	soft	soft	ADJ
cana-5848	33	11	decision	decision	NOUN
cana-5848	33	12	function	function	NOUN
cana-5848	33	13	:	:	PUNCT
cana-5848	33	14	f_risk	f_risk	NOUN
cana-5848	33	15	:	:	PUNCT
cana-5848	33	16	(	(	PUNCT
cana-5848	33	17	x	x	X
cana-5848	33	18	,	,	PUNCT
cana-5848	33	19	f	f	PROPN
cana-5848	33	20	,	,	PUNCT
cana-5848	33	21	ℛ	ℛ	PROPN
cana-5848	33	22	)	)	PUNCT
cana-5848	33	23	→	→	PUNCT
cana-5848	34	1	[	[	X
cana-5848	34	2	0,1	0,1	NUM
cana-5848	34	3	]	]	PUNCT
cana-5848	34	4	that	that	PRON
cana-5848	34	5	evaluates	evaluate	VERB
cana-5848	34	6	cancer	cancer	NOUN
cana-5848	34	7	risk	risk	NOUN
cana-5848	34	8	by	by	ADP
cana-5848	34	9	incorporating	incorporate	VERB
cana-5848	34	10	both	both	CCONJ
cana-5848	34	11	fuzzy	fuzzy	ADJ
cana-5848	34	12	logic	logic	NOUN
cana-5848	34	13	inference	inference	NOUN
cana-5848	34	14	and	and	CCONJ
cana-5848	34	15	soft	soft	ADJ
cana-5848	34	16	parameter	parameter	NOUN
cana-5848	34	17	control	control	NOUN
cana-5848	34	18	,	,	PUNCT
cana-5848	34	19	optimizing	optimize	VERB
cana-5848	34	20	diagnostic	diagnostic	ADJ
cana-5848	34	21	performance	performance	NOUN
cana-5848	34	22	under	under	ADP
cana-5848	34	23	clinical	clinical	ADJ
cana-5848	34	24	uncertainty	uncertainty	NOUN
cana-5848	34	25	.	.	PUNCT
cana-5848	35	1	2	2	X
cana-5848	35	2	.	.	X
cana-5848	35	3	literature	literature	PROPN
cana-5848	35	4	review	review	PROPN
cana-5848	35	5	:	:	PUNCT
cana-5848	35	6	over	over	ADP
cana-5848	35	7	the	the	DET
cana-5848	35	8	past	past	ADJ
cana-5848	35	9	decade	decade	NOUN
cana-5848	35	10	,	,	PUNCT
cana-5848	35	11	fuzzy	fuzzy	ADJ
cana-5848	35	12	logic	logic	NOUN
cana-5848	35	13	has	have	AUX
cana-5848	35	14	been	be	AUX
cana-5848	35	15	increasingly	increasingly	ADV
cana-5848	35	16	adopted	adopt	VERB
cana-5848	35	17	in	in	ADP
cana-5848	35	18	biomedical	biomedical	ADJ
cana-5848	35	19	applications	application	NOUN
cana-5848	35	20	due	due	ADP
cana-5848	35	21	to	to	ADP
cana-5848	35	22	its	its	PRON
cana-5848	35	23	robustness	robustness	NOUN
cana-5848	35	24	in	in	ADP
cana-5848	35	25	handling	handle	VERB
cana-5848	35	26	uncertainty	uncertainty	NOUN
cana-5848	35	27	,	,	PUNCT
cana-5848	35	28	linguistic	linguistic	ADJ
cana-5848	35	29	ambiguity	ambiguity	NOUN
cana-5848	35	30	,	,	PUNCT
cana-5848	35	31	and	and	CCONJ
cana-5848	35	32	imprecise	imprecise	ADV
cana-5848	35	33	clinical	clinical	ADJ
cana-5848	35	34	variables	variable	NOUN
cana-5848	35	35	.	.	PUNCT
cana-5848	36	1	cancer	cancer	NOUN
cana-5848	36	2	diagnosis	diagnosis	NOUN
cana-5848	36	3	—	—	PUNCT
cana-5848	36	4	where	where	SCONJ
cana-5848	36	5	patient	patient	ADJ
cana-5848	36	6	symptoms	symptom	NOUN
cana-5848	36	7	,	,	PUNCT
cana-5848	36	8	biomarkers	biomarker	NOUN
cana-5848	36	9	,	,	PUNCT
cana-5848	36	10	and	and	CCONJ
cana-5848	36	11	risk	risk	NOUN
cana-5848	36	12	factors	factor	NOUN
cana-5848	36	13	often	often	ADV
cana-5848	36	14	lack	lack	VERB
cana-5848	36	15	definitive	definitive	ADJ
cana-5848	36	16	thresholds	threshold	NOUN
cana-5848	36	17	—	—	PUNCT
cana-5848	36	18	has	have	AUX
cana-5848	36	19	benefited	benefit	VERB
cana-5848	36	20	particularly	particularly	ADV
cana-5848	36	21	from	from	ADP
cana-5848	36	22	the	the	DET
cana-5848	36	23	flexibility	flexibility	NOUN
cana-5848	36	24	of	of	ADP
cana-5848	36	25	fuzzy	fuzzy	ADJ
cana-5848	36	26	inference	inference	NOUN
cana-5848	36	27	systems	system	NOUN
cana-5848	36	28	(	(	PUNCT
cana-5848	36	29	fis	fis	PROPN
cana-5848	36	30	)	)	PUNCT
cana-5848	36	31	.	.	PUNCT
cana-5848	37	1	2.1	2.1	NUM
cana-5848	37	2	fuzzy	fuzzy	ADJ
cana-5848	37	3	systems	system	NOUN
cana-5848	37	4	in	in	ADP
cana-5848	37	5	medical	medical	ADJ
cana-5848	37	6	diagnostics	diagnostic	NOUN
cana-5848	37	7	:	:	PUNCT
cana-5848	37	8	the	the	DET
cana-5848	37	9	mamdani	mamdani	NOUN
cana-5848	37	10	fuzzy	fuzzy	ADJ
cana-5848	37	11	inference	inference	NOUN
cana-5848	37	12	system	system	NOUN
cana-5848	37	13	,	,	PUNCT
cana-5848	37	14	introduced	introduce	VERB
cana-5848	37	15	in	in	ADP
cana-5848	37	16	1975	1975	NUM
cana-5848	37	17	,	,	PUNCT
cana-5848	37	18	has	have	AUX
cana-5848	37	19	remained	remain	VERB
cana-5848	37	20	a	a	DET
cana-5848	37	21	preferred	preferred	ADJ
cana-5848	37	22	method	method	NOUN
cana-5848	37	23	in	in	ADP
cana-5848	37	24	medical	medical	ADJ
cana-5848	37	25	contexts	context	NOUN
cana-5848	37	26	for	for	ADP
cana-5848	37	27	its	its	PRON
cana-5848	37	28	interpretability	interpretability	NOUN
cana-5848	37	29	and	and	CCONJ
cana-5848	37	30	alignment	alignment	NOUN
cana-5848	37	31	with	with	ADP
cana-5848	37	32	expert	expert	NOUN
cana-5848	37	33	-	-	PUNCT
cana-5848	37	34	driven	drive	VERB
cana-5848	37	35	reasoning	reasoning	NOUN
cana-5848	37	36	.	.	PUNCT
cana-5848	38	1	recent	recent	ADJ
cana-5848	38	2	communications	communication	NOUN
cana-5848	38	3	on	on	ADP
cana-5848	38	4	applied	apply	VERB
cana-5848	38	5	nonlinear	nonlinear	ADJ
cana-5848	38	6	analysis	analysis	NOUN
cana-5848	38	7	issn	issn	NOUN
cana-5848	38	8	:	:	PUNCT
cana-5848	38	9	1074	1074	NUM
cana-5848	38	10	-	-	PUNCT
cana-5848	38	11	133x	133x	NUM
cana-5848	38	12	vol	vol	NOUN
cana-5848	38	13	30	30	NUM
cana-5848	38	14	no	no	NOUN
cana-5848	38	15	.	.	NOUN
cana-5848	38	16	4	4	NUM
cana-5848	38	17	(	(	PUNCT
cana-5848	38	18	2023	2023	NUM
cana-5848	38	19	)	)	PUNCT
cana-5848	38	20	183	183	NUM
cana-5848	38	21	https://internationalpubls.com	https://internationalpubls.com	X
cana-5848	38	22	works	work	NOUN
cana-5848	38	23	,	,	PUNCT
cana-5848	38	24	such	such	ADJ
cana-5848	38	25	as	as	ADP
cana-5848	38	26	by	by	ADP
cana-5848	38	27	kumar	kumar	PROPN
cana-5848	38	28	and	and	CCONJ
cana-5848	38	29	chatterjee	chatterjee	PROPN
cana-5848	38	30	(	(	PUNCT
cana-5848	38	31	2023	2023	NUM
cana-5848	38	32	)	)	PUNCT
cana-5848	38	33	,	,	PUNCT
cana-5848	38	34	developed	develop	VERB
cana-5848	38	35	a	a	DET
cana-5848	38	36	mamdani	mamdani	NOUN
cana-5848	38	37	-	-	PUNCT
cana-5848	38	38	based	base	VERB
cana-5848	38	39	risk	risk	NOUN
cana-5848	38	40	model	model	NOUN
cana-5848	38	41	for	for	ADP
cana-5848	38	42	breast	breast	NOUN
cana-5848	38	43	cancer	cancer	NOUN
cana-5848	38	44	using	use	VERB
cana-5848	38	45	symptom	symptom	NOUN
cana-5848	38	46	severity	severity	NOUN
cana-5848	38	47	and	and	CCONJ
cana-5848	38	48	genetic	genetic	ADJ
cana-5848	38	49	predisposition	predisposition	NOUN
cana-5848	38	50	.	.	PUNCT
cana-5848	39	1	they	they	PRON
cana-5848	39	2	highlighted	highlight	VERB
cana-5848	39	3	the	the	DET
cana-5848	39	4	model	model	NOUN
cana-5848	39	5	’s	’s	PART
cana-5848	39	6	transparency	transparency	NOUN
cana-5848	39	7	and	and	CCONJ
cana-5848	39	8	effectiveness	effectiveness	NOUN
cana-5848	39	9	in	in	ADP
cana-5848	39	10	rule	rule	NOUN
cana-5848	39	11	-	-	PUNCT
cana-5848	39	12	based	base	VERB
cana-5848	39	13	expert	expert	NOUN
cana-5848	39	14	systems	system	NOUN
cana-5848	39	15	.	.	PUNCT
cana-5848	40	1	conversely	conversely	ADV
cana-5848	40	2	,	,	PUNCT
cana-5848	40	3	the	the	DET
cana-5848	40	4	sugeno	sugeno	ADJ
cana-5848	40	5	fuzzy	fuzzy	ADJ
cana-5848	40	6	model	model	NOUN
cana-5848	40	7	—	—	PUNCT
cana-5848	40	8	owing	owe	VERB
cana-5848	40	9	to	to	ADP
cana-5848	40	10	its	its	PRON
cana-5848	40	11	numerical	numerical	ADJ
cana-5848	40	12	output	output	NOUN
cana-5848	40	13	and	and	CCONJ
cana-5848	40	14	function	function	NOUN
cana-5848	40	15	-	-	PUNCT
cana-5848	40	16	driven	drive	VERB
cana-5848	40	17	architecture	architecture	NOUN
cana-5848	40	18	—	—	PUNCT
cana-5848	40	19	has	have	AUX
cana-5848	40	20	shown	show	VERB
cana-5848	40	21	advantages	advantage	NOUN
cana-5848	40	22	in	in	ADP
cana-5848	40	23	computational	computational	ADJ
cana-5848	40	24	efficiency	efficiency	NOUN
cana-5848	40	25	and	and	CCONJ
cana-5848	40	26	adaptability	adaptability	NOUN
cana-5848	40	27	to	to	ADP
cana-5848	40	28	optimization	optimization	NOUN
cana-5848	40	29	algorithms	algorithm	NOUN
cana-5848	40	30	.	.	PUNCT
cana-5848	41	1	patel	patel	PROPN
cana-5848	41	2	et	et	PROPN
cana-5848	41	3	al	al	PROPN
cana-5848	41	4	.	.	PROPN
cana-5848	42	1	(	(	PUNCT
cana-5848	42	2	2023	2023	NUM
cana-5848	42	3	)	)	PUNCT
cana-5848	42	4	demonstrated	demonstrate	VERB
cana-5848	42	5	the	the	DET
cana-5848	42	6	integration	integration	NOUN
cana-5848	42	7	of	of	ADP
cana-5848	42	8	a	a	DET
cana-5848	42	9	sugeno	sugeno	NOUN
cana-5848	42	10	fis	fis	PROPN
cana-5848	42	11	with	with	ADP
cana-5848	42	12	a	a	DET
cana-5848	42	13	deep	deep	ADJ
cana-5848	42	14	learning	learning	NOUN
cana-5848	42	15	feature	feature	NOUN
cana-5848	42	16	extractor	extractor	NOUN
cana-5848	42	17	for	for	ADP
cana-5848	42	18	lung	lung	NOUN
cana-5848	42	19	cancer	cancer	NOUN
cana-5848	42	20	prediction	prediction	NOUN
cana-5848	42	21	,	,	PUNCT
cana-5848	42	22	achieving	achieve	VERB
cana-5848	42	23	superior	superior	ADJ
cana-5848	42	24	speed	speed	NOUN
cana-5848	42	25	and	and	CCONJ
cana-5848	42	26	accuracy	accuracy	NOUN
cana-5848	42	27	compared	compare	VERB
cana-5848	42	28	to	to	ADP
cana-5848	42	29	mamdani	mamdani	NOUN
cana-5848	42	30	-	-	PUNCT
cana-5848	42	31	based	base	VERB
cana-5848	42	32	counterparts	counterpart	NOUN
cana-5848	42	33	.	.	PUNCT
cana-5848	43	1	2.2	2.2	NUM
cana-5848	43	2	fuzzy	fuzzy	ADJ
cana-5848	43	3	soft	soft	ADJ
cana-5848	43	4	sets	set	NOUN
cana-5848	43	5	in	in	ADP
cana-5848	43	6	decision	decision	NOUN
cana-5848	43	7	modeling	modeling	NOUN
cana-5848	43	8	:	:	PUNCT
cana-5848	43	9	the	the	DET
cana-5848	43	10	introduction	introduction	NOUN
cana-5848	43	11	of	of	ADP
cana-5848	43	12	soft	soft	ADJ
cana-5848	43	13	set	set	NOUN
cana-5848	43	14	theory	theory	NOUN
cana-5848	43	15	by	by	ADP
cana-5848	43	16	molodtsov	molodtsov	PROPN
cana-5848	43	17	(	(	PUNCT
cana-5848	43	18	1999	1999	NUM
cana-5848	43	19	)	)	PUNCT
cana-5848	43	20	initiated	initiate	VERB
cana-5848	43	21	a	a	DET
cana-5848	43	22	shift	shift	NOUN
cana-5848	43	23	toward	toward	ADP
cana-5848	43	24	parameterized	parameterized	ADJ
cana-5848	43	25	modeling	modeling	NOUN
cana-5848	43	26	of	of	ADP
cana-5848	43	27	uncertainty	uncertainty	NOUN
cana-5848	43	28	,	,	PUNCT
cana-5848	43	29	especially	especially	ADV
cana-5848	43	30	in	in	ADP
cana-5848	43	31	contexts	context	NOUN
cana-5848	43	32	where	where	SCONJ
cana-5848	43	33	attributes	attribute	NOUN
cana-5848	43	34	may	may	AUX
cana-5848	43	35	be	be	AUX
cana-5848	43	36	irrelevant	irrelevant	ADJ
cana-5848	43	37	,	,	PUNCT
cana-5848	43	38	inconsistent	inconsistent	ADJ
cana-5848	43	39	,	,	PUNCT
cana-5848	43	40	or	or	CCONJ
cana-5848	43	41	missing	miss	VERB
cana-5848	43	42	.	.	PUNCT
cana-5848	44	1	the	the	DET
cana-5848	44	2	further	further	ADJ
cana-5848	44	3	development	development	NOUN
cana-5848	44	4	of	of	ADP
cana-5848	44	5	fuzzy	fuzzy	ADJ
cana-5848	44	6	soft	soft	ADJ
cana-5848	44	7	sets	set	NOUN
cana-5848	44	8	by	by	ADP
cana-5848	44	9	maji	maji	PROPN
cana-5848	44	10	et	et	PROPN
cana-5848	44	11	al	al	PROPN
cana-5848	44	12	.	.	PROPN
cana-5848	45	1	(	(	PUNCT
cana-5848	45	2	2001	2001	NUM
cana-5848	45	3	)	)	PUNCT
cana-5848	45	4	bridged	bridge	VERB
cana-5848	45	5	the	the	DET
cana-5848	45	6	gap	gap	NOUN
cana-5848	45	7	between	between	ADP
cana-5848	45	8	fuzzy	fuzzy	ADJ
cana-5848	45	9	membership	membership	NOUN
cana-5848	45	10	and	and	CCONJ
cana-5848	45	11	soft	soft	ADJ
cana-5848	45	12	parameter	parameter	NOUN
cana-5848	45	13	control	control	NOUN
cana-5848	45	14	.	.	PUNCT
cana-5848	46	1	recent	recent	ADJ
cana-5848	46	2	studies	study	NOUN
cana-5848	46	3	have	have	AUX
cana-5848	46	4	successfully	successfully	ADV
cana-5848	46	5	integrated	integrate	VERB
cana-5848	46	6	fuzzy	fuzzy	ADJ
cana-5848	46	7	soft	soft	ADJ
cana-5848	46	8	sets	set	NOUN
cana-5848	46	9	in	in	ADP
cana-5848	46	10	medical	medical	ADJ
cana-5848	46	11	diagnosis	diagnosis	NOUN
cana-5848	46	12	.	.	PUNCT
cana-5848	47	1	das	das	PROPN
cana-5848	47	2	and	and	CCONJ
cana-5848	47	3	roy	roy	PROPN
cana-5848	47	4	(	(	PUNCT
cana-5848	47	5	2023	2023	NUM
cana-5848	47	6	)	)	PUNCT
cana-5848	47	7	employed	employ	VERB
cana-5848	47	8	fuzzy	fuzzy	ADJ
cana-5848	47	9	soft	soft	ADJ
cana-5848	47	10	sets	set	NOUN
cana-5848	47	11	to	to	PART
cana-5848	47	12	construct	construct	VERB
cana-5848	47	13	a	a	DET
cana-5848	47	14	multi	multi	ADJ
cana-5848	47	15	-	-	ADJ
cana-5848	47	16	symptom	symptom	ADJ
cana-5848	47	17	diagnostic	diagnostic	ADJ
cana-5848	47	18	framework	framework	NOUN
cana-5848	47	19	for	for	ADP
cana-5848	47	20	gastrointestinal	gastrointestinal	ADJ
cana-5848	47	21	disorders	disorder	NOUN
cana-5848	47	22	,	,	PUNCT
cana-5848	47	23	outperforming	outperform	VERB
cana-5848	47	24	classical	classical	ADJ
cana-5848	47	25	fuzzy	fuzzy	ADJ
cana-5848	47	26	models	model	NOUN
cana-5848	47	27	in	in	ADP
cana-5848	47	28	cases	case	NOUN
cana-5848	47	29	with	with	ADP
cana-5848	47	30	incomplete	incomplete	ADJ
cana-5848	47	31	data	datum	NOUN
cana-5848	47	32	.	.	PUNCT
cana-5848	48	1	similarly	similarly	ADV
cana-5848	48	2	,	,	PUNCT
cana-5848	48	3	ahmed	ahmed	PROPN
cana-5848	48	4	and	and	CCONJ
cana-5848	48	5	siddiqui	siddiqui	NOUN
cana-5848	48	6	(	(	PUNCT
cana-5848	48	7	2023	2023	NUM
cana-5848	48	8	)	)	PUNCT
cana-5848	48	9	proposed	propose	VERB
cana-5848	48	10	a	a	DET
cana-5848	48	11	hybrid	hybrid	ADJ
cana-5848	48	12	fuzzy	fuzzy	ADJ
cana-5848	48	13	soft	soft	ADJ
cana-5848	48	14	-	-	PUNCT
cana-5848	48	15	neuro	neuro	NOUN
cana-5848	48	16	system	system	NOUN
cana-5848	48	17	for	for	ADP
cana-5848	48	18	prostate	prostate	NOUN
cana-5848	48	19	cancer	cancer	NOUN
cana-5848	48	20	staging	staging	NOUN
cana-5848	48	21	,	,	PUNCT
cana-5848	48	22	demonstrating	demonstrate	VERB
cana-5848	48	23	improvements	improvement	NOUN
cana-5848	48	24	in	in	ADP
cana-5848	48	25	adaptability	adaptability	NOUN
cana-5848	48	26	and	and	CCONJ
cana-5848	48	27	risk	risk	NOUN
cana-5848	48	28	stratification	stratification	NOUN
cana-5848	48	29	precision	precision	NOUN
cana-5848	48	30	.	.	PUNCT
cana-5848	49	1	2.3	2.3	NUM
cana-5848	49	2	comparative	comparative	ADJ
cana-5848	49	3	analyses	analysis	NOUN
cana-5848	49	4	of	of	ADP
cana-5848	49	5	mamdani	mamdani	NOUN
cana-5848	49	6	and	and	CCONJ
cana-5848	49	7	sugeno	sugeno	NOUN
cana-5848	49	8	models	model	NOUN
cana-5848	49	9	:	:	PUNCT
cana-5848	49	10	despite	despite	SCONJ
cana-5848	49	11	extensive	extensive	ADJ
cana-5848	49	12	individual	individual	ADJ
cana-5848	49	13	usage	usage	NOUN
cana-5848	49	14	,	,	PUNCT
cana-5848	49	15	relatively	relatively	ADV
cana-5848	49	16	few	few	ADJ
cana-5848	49	17	studies	study	NOUN
cana-5848	49	18	have	have	AUX
cana-5848	49	19	conducted	conduct	VERB
cana-5848	49	20	a	a	DET
cana-5848	49	21	direct	direct	ADJ
cana-5848	49	22	mathematical	mathematical	ADJ
cana-5848	49	23	comparison	comparison	NOUN
cana-5848	49	24	of	of	ADP
cana-5848	49	25	mamdani	mamdani	NOUN
cana-5848	49	26	and	and	CCONJ
cana-5848	49	27	sugeno	sugeno	NOUN
cana-5848	49	28	controllers	controller	NOUN
cana-5848	49	29	in	in	ADP
cana-5848	49	30	the	the	DET
cana-5848	49	31	context	context	NOUN
cana-5848	49	32	of	of	ADP
cana-5848	49	33	fuzzy	fuzzy	ADJ
cana-5848	49	34	soft	soft	ADJ
cana-5848	49	35	modeling	modeling	NOUN
cana-5848	49	36	.	.	PUNCT
cana-5848	50	1	chakraborty	chakraborty	PROPN
cana-5848	50	2	and	and	CCONJ
cana-5848	50	3	mehta	mehta	PROPN
cana-5848	50	4	(	(	PUNCT
cana-5848	50	5	2023	2023	NUM
cana-5848	50	6	)	)	PUNCT
cana-5848	50	7	provided	provide	VERB
cana-5848	50	8	a	a	DET
cana-5848	50	9	quantitative	quantitative	ADJ
cana-5848	50	10	analysis	analysis	NOUN
cana-5848	50	11	comparing	compare	VERB
cana-5848	50	12	mamdani	mamdani	NOUN
cana-5848	50	13	and	and	CCONJ
cana-5848	50	14	sugeno	sugeno	NOUN
cana-5848	50	15	fis	fis	PROPN
cana-5848	50	16	in	in	ADP
cana-5848	50	17	diabetic	diabetic	ADJ
cana-5848	50	18	retinopathy	retinopathy	ADJ
cana-5848	50	19	detection	detection	NOUN
cana-5848	50	20	,	,	PUNCT
cana-5848	50	21	reporting	report	VERB
cana-5848	50	22	that	that	SCONJ
cana-5848	50	23	while	while	SCONJ
cana-5848	50	24	sugeno	sugeno	NOUN
cana-5848	50	25	showed	show	VERB
cana-5848	50	26	faster	fast	ADJ
cana-5848	50	27	convergence	convergence	NOUN
cana-5848	50	28	and	and	CCONJ
cana-5848	50	29	scalability	scalability	NOUN
cana-5848	50	30	,	,	PUNCT
cana-5848	50	31	mamdani	mamdani	NOUN
cana-5848	50	32	provided	provide	VERB
cana-5848	50	33	more	more	ADV
cana-5848	50	34	explainable	explainable	ADJ
cana-5848	50	35	rule	rule	NOUN
cana-5848	50	36	bases	basis	NOUN
cana-5848	50	37	suited	suit	VERB
cana-5848	50	38	for	for	ADP
cana-5848	50	39	clinical	clinical	ADJ
cana-5848	50	40	adoption	adoption	NOUN
cana-5848	50	41	.	.	PUNCT
cana-5848	51	1	the	the	DET
cana-5848	51	2	work	work	NOUN
cana-5848	51	3	of	of	ADP
cana-5848	51	4	singh	singh	PROPN
cana-5848	51	5	et	et	PROPN
cana-5848	51	6	al	al	PROPN
cana-5848	51	7	.	.	PROPN
cana-5848	51	8	(	(	PUNCT
cana-5848	51	9	2023	2023	NUM
cana-5848	51	10	)	)	PUNCT
cana-5848	51	11	introduced	introduce	VERB
cana-5848	51	12	a	a	DET
cana-5848	51	13	dual	dual	ADJ
cana-5848	51	14	-	-	PUNCT
cana-5848	51	15	layer	layer	NOUN
cana-5848	51	16	fuzzy	fuzzy	ADJ
cana-5848	51	17	system	system	NOUN
cana-5848	51	18	combining	combine	VERB
cana-5848	51	19	mamdani	mamdani	NOUN
cana-5848	51	20	for	for	ADP
cana-5848	51	21	initial	initial	ADJ
cana-5848	51	22	screening	screening	NOUN
cana-5848	51	23	and	and	CCONJ
cana-5848	51	24	sugeno	sugeno	VERB
cana-5848	51	25	for	for	ADP
cana-5848	51	26	final	final	ADJ
cana-5848	51	27	risk	risk	NOUN
cana-5848	51	28	scoring	scoring	NOUN
cana-5848	51	29	.	.	PUNCT
cana-5848	52	1	their	their	PRON
cana-5848	52	2	results	result	NOUN
cana-5848	52	3	support	support	VERB
cana-5848	52	4	the	the	DET
cana-5848	52	5	hypothesis	hypothesis	NOUN
cana-5848	52	6	that	that	SCONJ
cana-5848	52	7	hybrid	hybrid	ADJ
cana-5848	52	8	controller	controller	NOUN
cana-5848	52	9	architectures	architecture	NOUN
cana-5848	52	10	can	can	AUX
cana-5848	52	11	balance	balance	VERB
cana-5848	52	12	computational	computational	ADJ
cana-5848	52	13	performance	performance	NOUN
cana-5848	52	14	and	and	CCONJ
cana-5848	52	15	interpretability	interpretability	NOUN
cana-5848	52	16	.	.	PUNCT
cana-5848	53	1	2.4	2.4	NUM
cana-5848	53	2	gaps	gap	NOUN
cana-5848	53	3	in	in	ADP
cana-5848	53	4	literature	literature	NOUN
cana-5848	53	5	:	:	PUNCT
cana-5848	53	6	while	while	SCONJ
cana-5848	53	7	fuzzy	fuzzy	ADJ
cana-5848	53	8	logic	logic	NOUN
cana-5848	53	9	and	and	CCONJ
cana-5848	53	10	fuzzy	fuzzy	ADJ
cana-5848	53	11	soft	soft	ADJ
cana-5848	53	12	sets	set	NOUN
cana-5848	53	13	have	have	AUX
cana-5848	53	14	each	each	PRON
cana-5848	53	15	demonstrated	demonstrate	VERB
cana-5848	53	16	individual	individual	ADJ
cana-5848	53	17	merit	merit	NOUN
cana-5848	53	18	,	,	PUNCT
cana-5848	53	19	there	there	PRON
cana-5848	53	20	remains	remain	VERB
cana-5848	53	21	a	a	DET
cana-5848	53	22	lack	lack	NOUN
cana-5848	53	23	of	of	ADP
cana-5848	53	24	comprehensive	comprehensive	ADJ
cana-5848	53	25	frameworks	framework	NOUN
cana-5848	53	26	that	that	PRON
cana-5848	53	27	:	:	PUNCT
cana-5848	53	28	•	•	NUM
cana-5848	53	29	seamlessly	seamlessly	ADV
cana-5848	53	30	integrate	integrate	VERB
cana-5848	53	31	fuzzy	fuzzy	ADJ
cana-5848	53	32	soft	soft	ADJ
cana-5848	53	33	parameterization	parameterization	NOUN
cana-5848	53	34	with	with	ADP
cana-5848	53	35	dual	dual	ADJ
cana-5848	53	36	-	-	PUNCT
cana-5848	53	37	model	model	NOUN
cana-5848	53	38	fis	fis	PROPN
cana-5848	53	39	comparison	comparison	NOUN
cana-5848	53	40	;	;	PUNCT
cana-5848	53	41	•	•	NUM
cana-5848	53	42	evaluate	evaluate	VERB
cana-5848	53	43	cancer	cancer	NOUN
cana-5848	53	44	types	type	NOUN
cana-5848	53	45	with	with	ADP
cana-5848	53	46	differing	differ	VERB
cana-5848	53	47	biomarker	biomarker	NOUN
cana-5848	53	48	expressions	expression	NOUN
cana-5848	53	49	(	(	PUNCT
cana-5848	53	50	e.g.	e.g.	ADV
cana-5848	53	51	,	,	PUNCT
cana-5848	53	52	psa	psa	VERB
cana-5848	53	53	for	for	ADP
cana-5848	53	54	prostate	prostate	NOUN
cana-5848	53	55	vs.	vs.	ADP
cana-5848	53	56	cea	cea	PROPN
cana-5848	53	57	/	/	SYM
cana-5848	53	58	ca19	ca19	PROPN
cana-5848	53	59	-	-	PUNCT
cana-5848	53	60	9	9	NUM
cana-5848	53	61	for	for	ADP
cana-5848	53	62	gastric	gastric	ADJ
cana-5848	53	63	cancer	cancer	NOUN
cana-5848	53	64	)	)	PUNCT
cana-5848	53	65	;	;	PUNCT
cana-5848	53	66	•	•	NUM
cana-5848	53	67	mathematically	mathematically	ADV
cana-5848	53	68	formalize	formalize	VERB
cana-5848	53	69	model	model	NOUN
cana-5848	53	70	interpretability	interpretability	NOUN
cana-5848	53	71	vs.	vs.	ADP
cana-5848	53	72	computational	computational	ADJ
cana-5848	53	73	efficiency	efficiency	NOUN
cana-5848	53	74	tradeoffs	tradeoff	NOUN
cana-5848	53	75	.	.	PUNCT
cana-5848	54	1	this	this	DET
cana-5848	54	2	study	study	NOUN
cana-5848	54	3	addresses	address	VERB
cana-5848	54	4	these	these	DET
cana-5848	54	5	gaps	gap	NOUN
cana-5848	54	6	by	by	ADP
cana-5848	54	7	modeling	model	VERB
cana-5848	54	8	cancer	cancer	NOUN
cana-5848	54	9	risk	risk	NOUN
cana-5848	54	10	through	through	ADP
cana-5848	54	11	a	a	DET
cana-5848	54	12	fuzzy	fuzzy	ADJ
cana-5848	54	13	soft	soft	ADJ
cana-5848	54	14	set	set	NOUN
cana-5848	54	15	–	–	PUNCT
cana-5848	54	16	enhanced	enhance	VERB
cana-5848	54	17	framework	framework	NOUN
cana-5848	54	18	and	and	CCONJ
cana-5848	54	19	performing	perform	VERB
cana-5848	54	20	a	a	DET
cana-5848	54	21	direct	direct	ADJ
cana-5848	54	22	mathematical	mathematical	ADJ
cana-5848	54	23	and	and	CCONJ
cana-5848	54	24	computational	computational	ADJ
cana-5848	54	25	comparison	comparison	NOUN
cana-5848	54	26	of	of	ADP
cana-5848	54	27	mamdani	mamdani	NOUN
cana-5848	54	28	and	and	CCONJ
cana-5848	54	29	sugeno	sugeno	NOUN
cana-5848	54	30	controllers	controller	NOUN
cana-5848	54	31	across	across	ADP
cana-5848	54	32	heterogeneous	heterogeneous	ADJ
cana-5848	54	33	cancer	cancer	NOUN
cana-5848	54	34	data	datum	NOUN
cana-5848	54	35	.	.	PUNCT
cana-5848	55	1	communications	communication	NOUN
cana-5848	55	2	on	on	ADP
cana-5848	55	3	applied	apply	VERB
cana-5848	55	4	nonlinear	nonlinear	ADJ
cana-5848	55	5	analysis	analysis	NOUN
cana-5848	55	6	issn	issn	NOUN
cana-5848	55	7	:	:	PUNCT
cana-5848	55	8	1074	1074	NUM
cana-5848	55	9	-	-	PUNCT
cana-5848	55	10	133x	133x	NUM
cana-5848	55	11	vol	vol	NOUN
cana-5848	55	12	30	30	NUM
cana-5848	55	13	no	no	NOUN
cana-5848	55	14	.	.	NOUN
cana-5848	55	15	4	4	NUM
cana-5848	55	16	(	(	PUNCT
cana-5848	55	17	2023	2023	NUM
cana-5848	55	18	)	)	PUNCT
cana-5848	56	1	184	184	NUM
cana-5848	56	2	https://internationalpubls.com	https://internationalpubls.com	X
cana-5848	56	3	here	here	ADV
cana-5848	56	4	is	be	AUX
cana-5848	56	5	a	a	DET
cana-5848	56	6	visual	visual	ADJ
cana-5848	56	7	comparative	comparative	ADJ
cana-5848	56	8	chart	chart	NOUN
cana-5848	56	9	displaying	display	VERB
cana-5848	56	10	the	the	DET
cana-5848	56	11	performance	performance	NOUN
cana-5848	56	12	of	of	ADP
cana-5848	56	13	mamdani	mamdani	NOUN
cana-5848	56	14	vs.	vs.	ADP
cana-5848	56	15	sugeno	sugeno	ADJ
cana-5848	56	16	fuzzy	fuzzy	ADJ
cana-5848	56	17	controllers	controller	NOUN
cana-5848	56	18	across	across	ADP
cana-5848	56	19	several	several	ADJ
cana-5848	56	20	metrics	metric	NOUN
cana-5848	56	21	,	,	PUNCT
cana-5848	56	22	such	such	ADJ
cana-5848	56	23	as	as	ADP
cana-5848	56	24	accuracy	accuracy	NOUN
cana-5848	56	25	,	,	PUNCT
cana-5848	56	26	sensitivity	sensitivity	NOUN
cana-5848	56	27	,	,	PUNCT
cana-5848	56	28	specificity	specificity	NOUN
cana-5848	56	29	,	,	PUNCT
cana-5848	56	30	and	and	CCONJ
cana-5848	56	31	more	more	ADJ
cana-5848	56	32	.	.	PUNCT
cana-5848	57	1	3	3	X
cana-5848	57	2	.	.	X
cana-5848	57	3	theoretical	theoretical	ADJ
cana-5848	57	4	background	background	NOUN
cana-5848	57	5	:	:	PUNCT
cana-5848	57	6	this	this	DET
cana-5848	57	7	section	section	NOUN
cana-5848	57	8	outlines	outline	VERB
cana-5848	57	9	the	the	DET
cana-5848	57	10	mathematical	mathematical	ADJ
cana-5848	57	11	underpinnings	underpinning	NOUN
cana-5848	57	12	of	of	ADP
cana-5848	57	13	fuzzy	fuzzy	ADJ
cana-5848	57	14	set	set	NOUN
cana-5848	57	15	theory	theory	NOUN
cana-5848	57	16	,	,	PUNCT
cana-5848	57	17	soft	soft	ADJ
cana-5848	57	18	set	set	NOUN
cana-5848	57	19	theory	theory	NOUN
cana-5848	57	20	,	,	PUNCT
cana-5848	57	21	and	and	CCONJ
cana-5848	57	22	fuzzy	fuzzy	ADJ
cana-5848	57	23	soft	soft	ADJ
cana-5848	57	24	sets	set	NOUN
cana-5848	57	25	,	,	PUNCT
cana-5848	57	26	followed	follow	VERB
cana-5848	57	27	by	by	ADP
cana-5848	57	28	an	an	DET
cana-5848	57	29	explanation	explanation	NOUN
cana-5848	57	30	of	of	ADP
cana-5848	57	31	mamdani	mamdani	NOUN
cana-5848	57	32	and	and	CCONJ
cana-5848	57	33	sugeno	sugeno	VERB
cana-5848	57	34	fuzzy	fuzzy	ADJ
cana-5848	57	35	inference	inference	NOUN
cana-5848	57	36	systems	system	NOUN
cana-5848	57	37	.	.	PUNCT
cana-5848	58	1	these	these	DET
cana-5848	58	2	concepts	concept	NOUN
cana-5848	58	3	form	form	VERB
cana-5848	58	4	the	the	DET
cana-5848	58	5	foundation	foundation	NOUN
cana-5848	58	6	of	of	ADP
cana-5848	58	7	the	the	DET
cana-5848	58	8	proposed	propose	VERB
cana-5848	58	9	fuzzy	fuzzy	ADJ
cana-5848	58	10	soft	soft	ADJ
cana-5848	58	11	decision	decision	NOUN
cana-5848	58	12	-	-	PUNCT
cana-5848	58	13	making	make	VERB
cana-5848	58	14	framework	framework	NOUN
cana-5848	58	15	for	for	ADP
cana-5848	58	16	cancer	cancer	NOUN
cana-5848	58	17	risk	risk	NOUN
cana-5848	58	18	evaluation	evaluation	NOUN
cana-5848	58	19	.	.	PUNCT
cana-5848	59	1	3.1	3.1	NUM
cana-5848	59	2	fuzzy	fuzzy	ADJ
cana-5848	59	3	set	set	NOUN
cana-5848	59	4	theory	theory	NOUN
cana-5848	59	5	:	:	PUNCT
cana-5848	59	6	let	let	VERB
cana-5848	59	7	xxx	xxx	X
cana-5848	59	8	be	be	AUX
cana-5848	59	9	a	a	DET
cana-5848	59	10	universe	universe	NOUN
cana-5848	59	11	of	of	ADP
cana-5848	59	12	discourse	discourse	NOUN
cana-5848	59	13	.	.	PUNCT
cana-5848	60	1	a	a	DET
cana-5848	60	2	fuzzy	fuzzy	ADJ
cana-5848	60	3	set	set	VERB
cana-5848	60	4	a	a	DET
cana-5848	60	5	in	in	ADP
cana-5848	60	6	x	x	VERB
cana-5848	60	7	is	be	AUX
cana-5848	60	8	defined	define	VERB
cana-5848	60	9	by	by	ADP
cana-5848	60	10	a	a	DET
cana-5848	60	11	membership	membership	NOUN
cana-5848	60	12	function	function	NOUN
cana-5848	60	13	:	:	PUNCT
cana-5848	60	14	where	where	SCONJ
cana-5848	60	15	μa(x)\mu_a(x)μa(x	μa(x)\mu_a(x)μa(x	PROPN
cana-5848	60	16	)	)	PUNCT
cana-5848	60	17	denotes	denote	VERB
cana-5848	60	18	the	the	DET
cana-5848	60	19	degree	degree	NOUN
cana-5848	60	20	of	of	ADP
cana-5848	60	21	membership	membership	NOUN
cana-5848	60	22	of	of	ADP
cana-5848	60	23	element	element	NOUN
cana-5848	60	24	x∈x	x∈x	NOUN
cana-5848	60	25	in	in	ADP
cana-5848	60	26	the	the	DET
cana-5848	60	27	fuzzy	fuzzy	ADJ
cana-5848	60	28	set	set	VERB
cana-5848	60	29	a.	a.	NOUN
cana-5848	60	30	unlike	unlike	ADP
cana-5848	60	31	classical	classical	ADJ
cana-5848	60	32	sets	set	NOUN
cana-5848	60	33	,	,	PUNCT
cana-5848	60	34	where	where	SCONJ
cana-5848	60	35	membership	membership	NOUN
cana-5848	60	36	is	be	AUX
cana-5848	60	37	binary	binary	ADJ
cana-5848	60	38	(	(	PUNCT
cana-5848	60	39	μa(x)∈{0,1	μa(x)∈{0,1	NOUN
cana-5848	60	40	}	}	PUNCT
cana-5848	60	41	)	)	PUNCT
cana-5848	60	42	fuzzy	fuzzy	ADJ
cana-5848	60	43	sets	set	NOUN
cana-5848	60	44	allow	allow	VERB
cana-5848	60	45	gradual	gradual	ADJ
cana-5848	60	46	membership	membership	NOUN
cana-5848	60	47	,	,	PUNCT
cana-5848	60	48	making	make	VERB
cana-5848	60	49	them	they	PRON
cana-5848	60	50	ideal	ideal	ADJ
cana-5848	60	51	for	for	ADP
cana-5848	60	52	modeling	model	VERB
cana-5848	60	53	linguistic	linguistic	ADJ
cana-5848	60	54	and	and	CCONJ
cana-5848	60	55	uncertain	uncertain	ADJ
cana-5848	60	56	concepts	concept	NOUN
cana-5848	60	57	such	such	ADJ
cana-5848	60	58	as	as	ADP
cana-5848	60	59	“	"	PUNCT
cana-5848	60	60	high	high	ADJ
cana-5848	60	61	psa	psa	NOUN
cana-5848	60	62	”	"	PUNCT
cana-5848	60	63	or	or	CCONJ
cana-5848	60	64	“	"	PUNCT
cana-5848	60	65	moderate	moderate	ADJ
cana-5848	60	66	risk	risk	NOUN
cana-5848	60	67	.	.	PUNCT
cana-5848	60	68	”	"	PUNCT
cana-5848	61	1	example	example	NOUN
cana-5848	61	2	:	:	PUNCT
cana-5848	61	3	if	if	SCONJ
cana-5848	61	4	psa	psa	VERB
cana-5848	61	5	values	value	NOUN
cana-5848	61	6	range	range	VERB
cana-5848	61	7	from	from	ADP
cana-5848	61	8	0	0	NUM
cana-5848	61	9	to	to	PART
cana-5848	61	10	20	20	NUM
cana-5848	61	11	ng	ng	NOUN
cana-5848	61	12	/	/	SYM
cana-5848	61	13	ml	ml	PROPN
cana-5848	61	14	,	,	PUNCT
cana-5848	61	15	the	the	DET
cana-5848	61	16	fuzzy	fuzzy	ADJ
cana-5848	61	17	set	set	NOUN
cana-5848	61	18	for	for	ADP
cana-5848	61	19	“	"	PUNCT
cana-5848	61	20	high	high	ADJ
cana-5848	61	21	psa	psa	NOUN
cana-5848	61	22	”	"	PUNCT
cana-5848	61	23	might	might	AUX
cana-5848	61	24	be	be	AUX
cana-5848	61	25	defined	define	VERB
cana-5848	61	26	using	use	VERB
cana-5848	61	27	a	a	DET
cana-5848	61	28	trapezoidal	trapezoidal	ADJ
cana-5848	61	29	function	function	NOUN
cana-5848	61	30	:	:	PUNCT
cana-5848	61	31	3.2	3.2	NUM
cana-5848	61	32	soft	soft	ADJ
cana-5848	61	33	set	set	NOUN
cana-5848	61	34	theory	theory	NOUN
cana-5848	61	35	:	:	PUNCT
cana-5848	61	36	let	let	VERB
cana-5848	61	37	u	u	PRON
cana-5848	61	38	be	be	AUX
cana-5848	61	39	a	a	DET
cana-5848	61	40	universal	universal	ADJ
cana-5848	61	41	set	set	NOUN
cana-5848	61	42	and	and	CCONJ
cana-5848	61	43	e	e	NOUN
cana-5848	61	44	be	be	AUX
cana-5848	61	45	a	a	DET
cana-5848	61	46	set	set	NOUN
cana-5848	61	47	of	of	ADP
cana-5848	61	48	parameters	parameter	NOUN
cana-5848	61	49	.	.	PUNCT
cana-5848	62	1	a	a	DET
cana-5848	62	2	soft	soft	ADJ
cana-5848	62	3	set	set	NOUN
cana-5848	62	4	over	over	ADP
cana-5848	62	5	u	u	NOUN
cana-5848	62	6	is	be	AUX
cana-5848	62	7	a	a	DET
cana-5848	62	8	pair	pair	NOUN
cana-5848	62	9	(	(	PUNCT
cana-5848	62	10	f	f	X
cana-5848	62	11	,	,	PUNCT
cana-5848	62	12	e	e	NOUN
cana-5848	62	13	)	)	PUNCT
cana-5848	62	14	where	where	SCONJ
cana-5848	62	15	:	:	PUNCT
cana-5848	62	16	i.e.	i.e.	X
cana-5848	62	17	,	,	PUNCT
cana-5848	62	18	for	for	SCONJ
cana-5848	62	19	each	each	DET
cana-5848	62	20	parameter	parameter	NOUN
cana-5848	62	21	e∈e	e∈e	VERB
cana-5848	62	22	the	the	DET
cana-5848	62	23	mapping	mapping	NOUN
cana-5848	62	24	f(e)⊆u	f(e)⊆u	PUNCT
cana-5848	62	25	gives	give	VERB
cana-5848	62	26	the	the	DET
cana-5848	62	27	set	set	NOUN
cana-5848	62	28	of	of	ADP
cana-5848	62	29	approximate	approximate	ADJ
cana-5848	62	30	elements	element	NOUN
cana-5848	62	31	associated	associate	VERB
cana-5848	62	32	with	with	ADP
cana-5848	62	33	that	that	DET
cana-5848	62	34	parameter	parameter	NOUN
cana-5848	62	35	.	.	PUNCT
cana-5848	63	1	unlike	unlike	ADP
cana-5848	63	2	fuzzy	fuzzy	ADJ
cana-5848	63	3	or	or	CCONJ
cana-5848	63	4	probabilistic	probabilistic	ADJ
cana-5848	63	5	models	model	NOUN
cana-5848	63	6	,	,	PUNCT
cana-5848	63	7	soft	soft	ADJ
cana-5848	63	8	sets	set	NOUN
cana-5848	63	9	do	do	AUX
cana-5848	63	10	not	not	PART
cana-5848	63	11	require	require	VERB
cana-5848	63	12	communications	communication	NOUN
cana-5848	63	13	on	on	ADP
cana-5848	63	14	applied	apply	VERB
cana-5848	63	15	nonlinear	nonlinear	ADJ
cana-5848	63	16	analysis	analysis	NOUN
cana-5848	63	17	issn	issn	NOUN
cana-5848	63	18	:	:	PUNCT
cana-5848	63	19	1074	1074	NUM
cana-5848	63	20	-	-	PUNCT
cana-5848	63	21	133x	133x	NUM
cana-5848	63	22	vol	vol	NOUN
cana-5848	63	23	30	30	NUM
cana-5848	63	24	no	no	NOUN
cana-5848	63	25	.	.	NOUN
cana-5848	63	26	4	4	NUM
cana-5848	63	27	(	(	PUNCT
cana-5848	63	28	2023	2023	NUM
cana-5848	63	29	)	)	PUNCT
cana-5848	63	30	185	185	NUM
cana-5848	63	31	https://internationalpubls.com	https://internationalpubls.com	X
cana-5848	63	32	additional	additional	ADJ
cana-5848	63	33	constraints	constraint	NOUN
cana-5848	63	34	,	,	PUNCT
cana-5848	63	35	making	make	VERB
cana-5848	63	36	them	they	PRON
cana-5848	63	37	especially	especially	ADV
cana-5848	63	38	useful	useful	ADJ
cana-5848	63	39	in	in	ADP
cana-5848	63	40	dealing	deal	VERB
cana-5848	63	41	with	with	ADP
cana-5848	63	42	incomplete	incomplete	ADJ
cana-5848	63	43	or	or	CCONJ
cana-5848	63	44	irrelevant	irrelevant	ADJ
cana-5848	63	45	information	information	NOUN
cana-5848	63	46	.	.	PUNCT
cana-5848	64	1	3.3	3.3	NUM
cana-5848	64	2	fuzzy	fuzzy	ADJ
cana-5848	64	3	soft	soft	ADJ
cana-5848	64	4	set	set	NOUN
cana-5848	64	5	theory	theory	NOUN
cana-5848	64	6	:	:	PUNCT
cana-5848	64	7	a	a	DET
cana-5848	64	8	fuzzy	fuzzy	ADJ
cana-5848	64	9	soft	soft	ADJ
cana-5848	64	10	set	set	NOUN
cana-5848	64	11	,	,	PUNCT
cana-5848	64	12	introduced	introduce	VERB
cana-5848	64	13	by	by	ADP
cana-5848	64	14	maji	maji	PROPN
cana-5848	64	15	et	et	PROPN
cana-5848	64	16	al	al	PROPN
cana-5848	64	17	.	.	PROPN
cana-5848	64	18	(	(	PUNCT
cana-5848	64	19	2001	2001	NUM
cana-5848	64	20	)	)	PUNCT
cana-5848	64	21	,	,	PUNCT
cana-5848	64	22	merges	merge	VERB
cana-5848	64	23	the	the	DET
cana-5848	64	24	uncertainty	uncertainty	NOUN
cana-5848	64	25	modeling	model	VERB
cana-5848	64	26	capabilities	capability	NOUN
cana-5848	64	27	of	of	ADP
cana-5848	64	28	fuzzy	fuzzy	ADJ
cana-5848	64	29	sets	set	NOUN
cana-5848	64	30	with	with	ADP
cana-5848	64	31	the	the	DET
cana-5848	64	32	parameterization	parameterization	NOUN
cana-5848	64	33	power	power	NOUN
cana-5848	64	34	of	of	ADP
cana-5848	64	35	soft	soft	ADJ
cana-5848	64	36	sets	set	NOUN
cana-5848	64	37	.	.	PUNCT
cana-5848	65	1	it	it	PRON
cana-5848	65	2	is	be	AUX
cana-5848	65	3	defined	define	VERB
cana-5848	65	4	as	as	ADP
cana-5848	65	5	:	:	PUNCT
cana-5848	65	6	formally	formally	ADV
cana-5848	65	7	:	:	PUNCT
cana-5848	65	8	for	for	ADP
cana-5848	65	9	each	each	DET
cana-5848	65	10	u∈u	u∈u	NOUN
cana-5848	65	11	,	,	PUNCT
cana-5848	65	12	the	the	DET
cana-5848	65	13	degree	degree	NOUN
cana-5848	65	14	of	of	ADP
cana-5848	65	15	membership	membership	NOUN
cana-5848	65	16	with	with	ADP
cana-5848	65	17	respect	respect	NOUN
cana-5848	65	18	to	to	ADP
cana-5848	65	19	parameter	parameter	NOUN
cana-5848	65	20	eee	eee	NOUN
cana-5848	65	21	is	be	AUX
cana-5848	65	22	given	give	VERB
cana-5848	65	23	by	by	ADP
cana-5848	65	24	:	:	PUNCT
cana-5848	65	25	medical	medical	ADJ
cana-5848	65	26	interpretation	interpretation	NOUN
cana-5848	65	27	:	:	PUNCT
cana-5848	65	28	if	if	SCONJ
cana-5848	65	29	e	e	NOUN
cana-5848	65	30	includes	include	VERB
cana-5848	65	31	"	"	PUNCT
cana-5848	65	32	psa	psa	NOUN
cana-5848	65	33	level	level	NOUN
cana-5848	65	34	"	"	PUNCT
cana-5848	65	35	or	or	CCONJ
cana-5848	65	36	"	"	PUNCT
cana-5848	65	37	gi	gi	X
cana-5848	65	38	symptoms	symptom	NOUN
cana-5848	65	39	"	"	PUNCT
cana-5848	65	40	,	,	PUNCT
cana-5848	65	41	and	and	CCONJ
cana-5848	65	42	u	u	NOUN
cana-5848	65	43	is	be	AUX
cana-5848	65	44	a	a	DET
cana-5848	65	45	patient	patient	NOUN
cana-5848	65	46	,	,	PUNCT
cana-5848	65	47	then	then	ADV
cana-5848	65	48	f(e)(u	f(e)(u	NUM
cana-5848	65	49	)	)	PUNCT
cana-5848	65	50	gives	give	VERB
cana-5848	65	51	the	the	DET
cana-5848	65	52	degree	degree	NOUN
cana-5848	65	53	of	of	ADP
cana-5848	65	54	satisfaction	satisfaction	NOUN
cana-5848	65	55	of	of	ADP
cana-5848	65	56	the	the	DET
cana-5848	65	57	patient	patient	NOUN
cana-5848	65	58	with	with	ADP
cana-5848	65	59	respect	respect	NOUN
cana-5848	65	60	to	to	ADP
cana-5848	65	61	parameter	parameter	PROPN
cana-5848	65	62	e.	e.	PROPN
cana-5848	65	63	3.4	3.4	NUM
cana-5848	65	64	mamdani	mamdani	PROPN
cana-5848	65	65	fuzzy	fuzzy	ADJ
cana-5848	65	66	inference	inference	NOUN
cana-5848	65	67	system	system	NOUN
cana-5848	65	68	:	:	PUNCT
cana-5848	65	69	the	the	DET
cana-5848	65	70	mamdani	mamdani	PROPN
cana-5848	65	71	fis	fis	PROPN
cana-5848	65	72	,	,	PUNCT
cana-5848	65	73	introduced	introduce	VERB
cana-5848	65	74	in	in	ADP
cana-5848	65	75	1975	1975	NUM
cana-5848	65	76	,	,	PUNCT
cana-5848	65	77	is	be	AUX
cana-5848	65	78	a	a	DET
cana-5848	65	79	rule	rule	NOUN
cana-5848	65	80	-	-	PUNCT
cana-5848	65	81	based	base	VERB
cana-5848	65	82	system	system	NOUN
cana-5848	65	83	where	where	SCONJ
cana-5848	65	84	the	the	DET
cana-5848	65	85	rules	rule	NOUN
cana-5848	65	86	are	be	AUX
cana-5848	65	87	formulated	formulate	VERB
cana-5848	65	88	in	in	ADP
cana-5848	65	89	linguistic	linguistic	ADJ
cana-5848	65	90	terms	term	NOUN
cana-5848	65	91	:	:	PUNCT
cana-5848	65	92	•	•	NUM
cana-5848	65	93	ai	ai	VERB
cana-5848	65	94	,	,	PUNCT
cana-5848	65	95	b	b	NOUN
cana-5848	65	96	are	be	AUX
cana-5848	65	97	fuzzy	fuzzy	ADJ
cana-5848	65	98	sets	set	NOUN
cana-5848	65	99	.	.	PUNCT
cana-5848	66	1	•	•	NUM
cana-5848	66	2	the	the	DET
cana-5848	66	3	inference	inference	NOUN
cana-5848	66	4	process	process	NOUN
cana-5848	66	5	involves	involve	VERB
cana-5848	66	6	:	:	PUNCT
cana-5848	66	7	o	o	NOUN
cana-5848	66	8	fuzzification	fuzzification	NOUN
cana-5848	66	9	of	of	ADP
cana-5848	66	10	inputs	input	NOUN
cana-5848	66	11	o	o	NOUN
cana-5848	66	12	rule	rule	NOUN
cana-5848	66	13	evaluation	evaluation	NOUN
cana-5848	66	14	using	use	VERB
cana-5848	66	15	minimum	minimum	ADJ
cana-5848	66	16	operator	operator	NOUN
cana-5848	66	17	:	:	PUNCT
cana-5848	66	18	o	o	NOUN
cana-5848	66	19	aggregation	aggregation	NOUN
cana-5848	66	20	:	:	PUNCT
cana-5848	66	21	o	o	NOUN
cana-5848	66	22	defuzzification	defuzzification	NOUN
cana-5848	66	23	:	:	PUNCT
cana-5848	66	24	using	use	VERB
cana-5848	66	25	centroid	centroid	NOUN
cana-5848	66	26	method	method	NOUN
cana-5848	66	27	:	:	PUNCT
cana-5848	66	28	strength	strength	NOUN
cana-5848	66	29	:	:	PUNCT
cana-5848	66	30	high	high	ADJ
cana-5848	66	31	interpretability	interpretability	NOUN
cana-5848	66	32	due	due	ADP
cana-5848	66	33	to	to	ADP
cana-5848	66	34	linguistic	linguistic	ADJ
cana-5848	66	35	outputs	output	NOUN
cana-5848	66	36	.	.	PUNCT
cana-5848	67	1	3.5	3.5	NUM
cana-5848	67	2	sugeno	sugeno	NOUN
cana-5848	67	3	fuzzy	fuzzy	ADJ
cana-5848	67	4	inference	inference	NOUN
cana-5848	67	5	system	system	NOUN
cana-5848	67	6	:	:	PUNCT
cana-5848	67	7	the	the	DET
cana-5848	67	8	sugeno	sugeno	NOUN
cana-5848	67	9	fis	fis	PROPN
cana-5848	67	10	uses	use	VERB
cana-5848	67	11	function	function	NOUN
cana-5848	67	12	-	-	PUNCT
cana-5848	67	13	based	base	VERB
cana-5848	67	14	outputs	output	NOUN
cana-5848	67	15	in	in	ADP
cana-5848	67	16	its	its	PRON
cana-5848	67	17	rule	rule	NOUN
cana-5848	67	18	consequents	consequent	NOUN
cana-5848	67	19	:	:	PUNCT
cana-5848	67	20	•	•	NUM
cana-5848	67	21	constant	constant	ADJ
cana-5848	67	22	sugeno	sugeno	NOUN
cana-5848	67	23	model	model	NOUN
cana-5848	67	24	:	:	PUNCT
cana-5848	67	25	f(x)=c	f(x)=c	NOUN
cana-5848	67	26	•	•	NUM
cana-5848	67	27	linear	linear	PROPN
cana-5848	67	28	sugeno	sugeno	NOUN
cana-5848	67	29	model	model	PROPN
cana-5848	67	30	:	:	PUNCT
cana-5848	67	31	the	the	DET
cana-5848	67	32	output	output	NOUN
cana-5848	67	33	is	be	AUX
cana-5848	67	34	the	the	DET
cana-5848	67	35	weighted	weighted	ADJ
cana-5848	67	36	average	average	NOUN
cana-5848	67	37	of	of	ADP
cana-5848	67	38	all	all	DET
cana-5848	67	39	rule	rule	NOUN
cana-5848	67	40	outputs	output	NOUN
cana-5848	67	41	:	:	PUNCT
cana-5848	67	42	communications	communication	NOUN
cana-5848	67	43	on	on	ADP
cana-5848	67	44	applied	apply	VERB
cana-5848	67	45	nonlinear	nonlinear	ADJ
cana-5848	67	46	analysis	analysis	NOUN
cana-5848	67	47	issn	issn	NOUN
cana-5848	67	48	:	:	PUNCT
cana-5848	67	49	1074	1074	NUM
cana-5848	67	50	-	-	PUNCT
cana-5848	67	51	133x	133x	NUM
cana-5848	67	52	vol	vol	NOUN
cana-5848	67	53	30	30	NUM
cana-5848	67	54	no	no	NOUN
cana-5848	67	55	.	.	NOUN
cana-5848	67	56	4	4	NUM
cana-5848	67	57	(	(	PUNCT
cana-5848	67	58	2023	2023	NUM
cana-5848	67	59	)	)	PUNCT
cana-5848	67	60	186	186	NUM
cana-5848	67	61	https://internationalpubls.com	https://internationalpubls.com	X
cana-5848	67	62	strength	strength	NOUN
cana-5848	67	63	:	:	PUNCT
cana-5848	67	64	efficient	efficient	ADJ
cana-5848	67	65	and	and	CCONJ
cana-5848	67	66	suitable	suitable	ADJ
cana-5848	67	67	for	for	ADP
cana-5848	67	68	numerical	numerical	ADJ
cana-5848	67	69	computation	computation	NOUN
cana-5848	67	70	or	or	CCONJ
cana-5848	67	71	optimization	optimization	NOUN
cana-5848	67	72	.	.	PUNCT
cana-5848	68	1	3.6	3.6	NUM
cana-5848	68	2	fuzzy	fuzzy	ADJ
cana-5848	68	3	soft	soft	ADJ
cana-5848	68	4	inference	inference	NOUN
cana-5848	68	5	framework	framework	NOUN
cana-5848	68	6	:	:	PUNCT
cana-5848	68	7	the	the	DET
cana-5848	68	8	proposed	propose	VERB
cana-5848	68	9	hybrid	hybrid	NOUN
cana-5848	68	10	model	model	NOUN
cana-5848	68	11	integrates	integrate	VERB
cana-5848	68	12	fuzzy	fuzzy	ADJ
cana-5848	68	13	soft	soft	ADJ
cana-5848	68	14	sets	set	NOUN
cana-5848	68	15	and	and	CCONJ
cana-5848	68	16	fuzzy	fuzzy	ADJ
cana-5848	68	17	inference	inference	NOUN
cana-5848	68	18	systems	system	NOUN
cana-5848	68	19	.	.	PUNCT
cana-5848	69	1	a	a	DET
cana-5848	69	2	fuzzy	fuzzy	ADJ
cana-5848	69	3	soft	soft	ADJ
cana-5848	69	4	set	set	ADJ
cana-5848	69	5	mapping	mapping	NOUN
cana-5848	69	6	:	:	PUNCT
cana-5848	69	7	•	•	ADP
cana-5848	69	8	a	a	DET
cana-5848	69	9	fuzzy	fuzzy	ADJ
cana-5848	69	10	rule	rule	NOUN
cana-5848	69	11	base	base	NOUN
cana-5848	69	12	r	r	NOUN
cana-5848	69	13	•	•	NOUN
cana-5848	69	14	a	a	DET
cana-5848	69	15	final	final	ADJ
cana-5848	69	16	decision	decision	NOUN
cana-5848	69	17	function	function	NOUN
cana-5848	69	18	:	:	PUNCT
cana-5848	69	19	this	this	DET
cana-5848	69	20	framework	framework	NOUN
cana-5848	69	21	enables	enable	VERB
cana-5848	69	22	:	:	PUNCT
cana-5848	69	23	•	•	NUM
cana-5848	69	24	robust	robust	ADJ
cana-5848	69	25	modeling	modeling	NOUN
cana-5848	69	26	of	of	ADP
cana-5848	69	27	uncertainty	uncertainty	NOUN
cana-5848	69	28	via	via	ADP
cana-5848	69	29	fuzzy	fuzzy	ADJ
cana-5848	69	30	sets	set	NOUN
cana-5848	69	31	•	•	ADP
cana-5848	69	32	parameter	parameter	NOUN
cana-5848	69	33	flexibility	flexibility	NOUN
cana-5848	69	34	through	through	ADP
cana-5848	69	35	soft	soft	ADJ
cana-5848	69	36	set	set	NOUN
cana-5848	69	37	theory	theory	NOUN
cana-5848	69	38	•	•	NOUN
cana-5848	69	39	decision	decision	NOUN
cana-5848	69	40	transparency	transparency	NOUN
cana-5848	69	41	(	(	PUNCT
cana-5848	69	42	mamdani	mamdani	NOUN
cana-5848	69	43	)	)	PUNCT
cana-5848	69	44	or	or	CCONJ
cana-5848	69	45	efficiency	efficiency	NOUN
cana-5848	69	46	(	(	PUNCT
cana-5848	69	47	sugeno	sugeno	NOUN
cana-5848	69	48	)	)	PUNCT
cana-5848	69	49	4	4	NUM
cana-5848	69	50	.	.	X
cana-5848	69	51	problem	problem	NOUN
cana-5848	69	52	formulation	formulation	NOUN
cana-5848	69	53	:	:	PUNCT
cana-5848	69	54	cancer	cancer	NOUN
cana-5848	69	55	risk	risk	NOUN
cana-5848	69	56	evaluation	evaluation	NOUN
cana-5848	69	57	remains	remain	VERB
cana-5848	69	58	a	a	DET
cana-5848	69	59	challenging	challenging	ADJ
cana-5848	69	60	task	task	NOUN
cana-5848	69	61	due	due	ADP
cana-5848	69	62	to	to	ADP
cana-5848	69	63	the	the	DET
cana-5848	69	64	multifaceted	multifaceted	ADJ
cana-5848	69	65	nature	nature	NOUN
cana-5848	69	66	of	of	ADP
cana-5848	69	67	clinical	clinical	ADJ
cana-5848	69	68	data	datum	NOUN
cana-5848	69	69	,	,	PUNCT
cana-5848	69	70	variability	variability	NOUN
cana-5848	69	71	in	in	ADP
cana-5848	69	72	patient	patient	ADJ
cana-5848	69	73	responses	response	NOUN
cana-5848	69	74	,	,	PUNCT
cana-5848	69	75	and	and	CCONJ
cana-5848	69	76	the	the	DET
cana-5848	69	77	inherent	inherent	ADJ
cana-5848	69	78	uncertainty	uncertainty	NOUN
cana-5848	69	79	in	in	ADP
cana-5848	69	80	biomarker	biomarker	NOUN
cana-5848	69	81	interpretation	interpretation	NOUN
cana-5848	69	82	.	.	PUNCT
cana-5848	70	1	traditional	traditional	ADJ
cana-5848	70	2	statistical	statistical	ADJ
cana-5848	70	3	models	model	NOUN
cana-5848	70	4	often	often	ADV
cana-5848	70	5	fall	fall	VERB
cana-5848	70	6	short	short	ADJ
cana-5848	70	7	in	in	ADP
cana-5848	70	8	accurately	accurately	ADV
cana-5848	70	9	modeling	model	VERB
cana-5848	70	10	such	such	ADJ
cana-5848	70	11	uncertainties	uncertainty	NOUN
cana-5848	70	12	,	,	PUNCT
cana-5848	70	13	particularly	particularly	ADV
cana-5848	70	14	when	when	SCONJ
cana-5848	70	15	patient	patient	ADJ
cana-5848	70	16	information	information	NOUN
cana-5848	70	17	is	be	AUX
cana-5848	70	18	incomplete	incomplete	ADJ
cana-5848	70	19	or	or	CCONJ
cana-5848	70	20	when	when	SCONJ
cana-5848	70	21	symptoms	symptom	NOUN
cana-5848	70	22	do	do	AUX
cana-5848	70	23	not	not	PART
cana-5848	70	24	manifest	manifest	VERB
cana-5848	70	25	in	in	ADP
cana-5848	70	26	a	a	DET
cana-5848	70	27	binary	binary	ADJ
cana-5848	70	28	fashion	fashion	NOUN
cana-5848	70	29	.	.	PUNCT
cana-5848	71	1	in	in	ADP
cana-5848	71	2	clinical	clinical	ADJ
cana-5848	71	3	diagnostics	diagnostic	NOUN
cana-5848	71	4	for	for	ADP
cana-5848	71	5	gastric	gastric	ADJ
cana-5848	71	6	and	and	CCONJ
cana-5848	71	7	prostate	prostate	NOUN
cana-5848	71	8	cancer	cancer	NOUN
cana-5848	71	9	,	,	PUNCT
cana-5848	71	10	patients	patient	NOUN
cana-5848	71	11	exhibit	exhibit	VERB
cana-5848	71	12	a	a	DET
cana-5848	71	13	variety	variety	NOUN
cana-5848	71	14	of	of	ADP
cana-5848	71	15	symptoms	symptom	NOUN
cana-5848	71	16	and	and	CCONJ
cana-5848	71	17	physiological	physiological	ADJ
cana-5848	71	18	markers	marker	NOUN
cana-5848	71	19	—	—	PUNCT
cana-5848	71	20	such	such	ADJ
cana-5848	71	21	as	as	ADP
cana-5848	71	22	psa	psa	NOUN
cana-5848	71	23	(	(	PUNCT
cana-5848	71	24	prostate	prostate	NOUN
cana-5848	71	25	-	-	PUNCT
cana-5848	71	26	specific	specific	ADJ
cana-5848	71	27	antigen	antigen	NOUN
cana-5848	71	28	)	)	PUNCT
cana-5848	71	29	,	,	PUNCT
cana-5848	71	30	cea	cea	PROPN
cana-5848	71	31	(	(	PUNCT
cana-5848	71	32	carcinoembryonic	carcinoembryonic	ADJ
cana-5848	71	33	antigen	antigen	NOUN
cana-5848	71	34	)	)	PUNCT
cana-5848	71	35	,	,	PUNCT
cana-5848	71	36	and	and	CCONJ
cana-5848	71	37	ca19	ca19	PROPN
cana-5848	71	38	-	-	PUNCT
cana-5848	71	39	9	9	NUM
cana-5848	71	40	levels	level	NOUN
cana-5848	71	41	—	—	PUNCT
cana-5848	71	42	that	that	PRON
cana-5848	71	43	do	do	AUX
cana-5848	71	44	not	not	PART
cana-5848	71	45	always	always	ADV
cana-5848	71	46	conform	conform	VERB
cana-5848	71	47	to	to	ADP
cana-5848	71	48	strict	strict	ADJ
cana-5848	71	49	thresholds	threshold	NOUN
cana-5848	71	50	.	.	PUNCT
cana-5848	72	1	in	in	ADP
cana-5848	72	2	real	real	ADJ
cana-5848	72	3	-	-	PUNCT
cana-5848	72	4	world	world	NOUN
cana-5848	72	5	conditions	condition	NOUN
cana-5848	72	6	,	,	PUNCT
cana-5848	72	7	these	these	DET
cana-5848	72	8	parameters	parameter	NOUN
cana-5848	72	9	are	be	AUX
cana-5848	72	10	vague	vague	ADJ
cana-5848	72	11	and	and	CCONJ
cana-5848	72	12	often	often	ADV
cana-5848	72	13	overlap	overlap	VERB
cana-5848	72	14	between	between	ADP
cana-5848	72	15	risk	risk	NOUN
cana-5848	72	16	categories	category	NOUN
cana-5848	72	17	.	.	PUNCT
cana-5848	73	1	this	this	PRON
cana-5848	73	2	creates	create	VERB
cana-5848	73	3	a	a	DET
cana-5848	73	4	critical	critical	ADJ
cana-5848	73	5	need	need	NOUN
cana-5848	73	6	for	for	ADP
cana-5848	73	7	a	a	DET
cana-5848	73	8	computational	computational	ADJ
cana-5848	73	9	approach	approach	NOUN
cana-5848	73	10	that	that	PRON
cana-5848	73	11	can	can	AUX
cana-5848	73	12	effectively	effectively	ADV
cana-5848	73	13	handle	handle	VERB
cana-5848	73	14	imprecision	imprecision	NOUN
cana-5848	73	15	,	,	PUNCT
cana-5848	73	16	ambiguity	ambiguity	NOUN
cana-5848	73	17	,	,	PUNCT
cana-5848	73	18	and	and	CCONJ
cana-5848	73	19	partial	partial	ADJ
cana-5848	73	20	information	information	NOUN
cana-5848	73	21	.	.	PUNCT
cana-5848	74	1	fuzzy	fuzzy	ADJ
cana-5848	74	2	set	set	PROPN
cana-5848	74	3	theory	theory	NOUN
cana-5848	74	4	provides	provide	VERB
cana-5848	74	5	a	a	DET
cana-5848	74	6	mathematical	mathematical	ADJ
cana-5848	74	7	framework	framework	NOUN
cana-5848	74	8	for	for	ADP
cana-5848	74	9	modeling	modeling	NOUN
cana-5848	74	10	vagueness	vagueness	NOUN
cana-5848	74	11	and	and	CCONJ
cana-5848	74	12	subjectivity	subjectivity	NOUN
cana-5848	74	13	by	by	ADP
cana-5848	74	14	allowing	allow	VERB
cana-5848	74	15	partial	partial	ADJ
cana-5848	74	16	membership	membership	NOUN
cana-5848	74	17	of	of	ADP
cana-5848	74	18	elements	element	NOUN
cana-5848	74	19	in	in	ADP
cana-5848	74	20	a	a	DET
cana-5848	74	21	set	set	NOUN
cana-5848	74	22	.	.	PUNCT
cana-5848	75	1	soft	soft	ADJ
cana-5848	75	2	set	set	NOUN
cana-5848	75	3	theory	theory	NOUN
cana-5848	75	4	further	far	ADV
cana-5848	75	5	enables	enable	VERB
cana-5848	75	6	parameterlevel	parameterlevel	NOUN
cana-5848	75	7	control	control	NOUN
cana-5848	75	8	,	,	PUNCT
cana-5848	75	9	making	make	VERB
cana-5848	75	10	it	it	PRON
cana-5848	75	11	especially	especially	ADV
cana-5848	75	12	suitable	suitable	ADJ
cana-5848	75	13	for	for	ADP
cana-5848	75	14	situations	situation	NOUN
cana-5848	75	15	where	where	SCONJ
cana-5848	75	16	the	the	DET
cana-5848	75	17	relevance	relevance	NOUN
cana-5848	75	18	of	of	ADP
cana-5848	75	19	each	each	DET
cana-5848	75	20	feature	feature	NOUN
cana-5848	75	21	may	may	AUX
cana-5848	75	22	vary	vary	VERB
cana-5848	75	23	or	or	CCONJ
cana-5848	75	24	be	be	AUX
cana-5848	75	25	incomplete	incomplete	ADJ
cana-5848	75	26	.	.	PUNCT
cana-5848	76	1	combining	combine	VERB
cana-5848	76	2	these	these	DET
cana-5848	76	3	two	two	NUM
cana-5848	76	4	—	—	PUNCT
cana-5848	76	5	through	through	ADP
cana-5848	76	6	fuzzy	fuzzy	ADJ
cana-5848	76	7	soft	soft	ADJ
cana-5848	76	8	sets	set	NOUN
cana-5848	76	9	—	—	PUNCT
cana-5848	76	10	offers	offer	VERB
cana-5848	76	11	a	a	DET
cana-5848	76	12	powerful	powerful	ADJ
cana-5848	76	13	paradigm	paradigm	NOUN
cana-5848	76	14	for	for	ADP
cana-5848	76	15	developing	develop	VERB
cana-5848	76	16	intelligent	intelligent	ADJ
cana-5848	76	17	decision	decision	NOUN
cana-5848	76	18	-	-	PUNCT
cana-5848	76	19	support	support	NOUN
cana-5848	76	20	systems	system	NOUN
cana-5848	76	21	that	that	PRON
cana-5848	76	22	align	align	VERB
cana-5848	76	23	with	with	ADP
cana-5848	76	24	real	real	ADJ
cana-5848	76	25	-	-	PUNCT
cana-5848	76	26	world	world	NOUN
cana-5848	76	27	clinical	clinical	ADJ
cana-5848	76	28	uncertainty	uncertainty	NOUN
cana-5848	76	29	.	.	PUNCT
cana-5848	77	1	to	to	PART
cana-5848	77	2	evaluate	evaluate	VERB
cana-5848	77	3	cancer	cancer	NOUN
cana-5848	77	4	risk	risk	NOUN
cana-5848	77	5	accurately	accurately	ADV
cana-5848	77	6	and	and	CCONJ
cana-5848	77	7	interpretably	interpretably	ADV
cana-5848	77	8	,	,	PUNCT
cana-5848	77	9	fuzzy	fuzzy	ADJ
cana-5848	77	10	inference	inference	NOUN
cana-5848	77	11	systems	system	NOUN
cana-5848	77	12	(	(	PUNCT
cana-5848	77	13	fis	fis	PROPN
cana-5848	77	14	)	)	PUNCT
cana-5848	77	15	such	such	ADJ
cana-5848	77	16	as	as	ADP
cana-5848	77	17	mamdani	mamdani	NOUN
cana-5848	77	18	and	and	CCONJ
cana-5848	77	19	sugeno	sugeno	NOUN
cana-5848	77	20	models	model	NOUN
cana-5848	77	21	are	be	AUX
cana-5848	77	22	employed	employ	VERB
cana-5848	77	23	.	.	PUNCT
cana-5848	78	1	these	these	DET
cana-5848	78	2	models	model	NOUN
cana-5848	78	3	facilitate	facilitate	VERB
cana-5848	78	4	reasoning	reasoning	NOUN
cana-5848	78	5	using	use	VERB
cana-5848	78	6	linguistic	linguistic	ADJ
cana-5848	78	7	rules	rule	NOUN
cana-5848	78	8	,	,	PUNCT
cana-5848	78	9	mimicking	mimic	VERB
cana-5848	78	10	expert	expert	ADJ
cana-5848	78	11	decision	decision	NOUN
cana-5848	78	12	-	-	PUNCT
cana-5848	78	13	making	make	VERB
cana-5848	78	14	processes	process	NOUN
cana-5848	78	15	.	.	PUNCT
cana-5848	79	1	however	however	ADV
cana-5848	79	2	,	,	PUNCT
cana-5848	79	3	while	while	SCONJ
cana-5848	79	4	mamdani	mamdani	ADJ
cana-5848	79	5	systems	system	NOUN
cana-5848	79	6	prioritize	prioritize	VERB
cana-5848	79	7	interpretability	interpretability	NOUN
cana-5848	79	8	and	and	CCONJ
cana-5848	79	9	user	user	NOUN
cana-5848	79	10	-	-	PUNCT
cana-5848	79	11	friendliness	friendliness	ADJ
cana-5848	79	12	,	,	PUNCT
cana-5848	79	13	sugeno	sugeno	NOUN
cana-5848	79	14	systems	system	NOUN
cana-5848	79	15	emphasize	emphasize	VERB
cana-5848	79	16	computational	computational	ADJ
cana-5848	79	17	efficiency	efficiency	NOUN
cana-5848	79	18	and	and	CCONJ
cana-5848	79	19	integration	integration	NOUN
cana-5848	79	20	with	with	ADP
cana-5848	79	21	optimization	optimization	NOUN
cana-5848	79	22	algorithms	algorithm	NOUN
cana-5848	79	23	.	.	PUNCT
cana-5848	80	1	the	the	DET
cana-5848	80	2	core	core	NOUN
cana-5848	80	3	challenge	challenge	NOUN
cana-5848	80	4	lies	lie	VERB
cana-5848	80	5	in	in	ADP
cana-5848	80	6	determining	determine	VERB
cana-5848	80	7	which	which	DET
cana-5848	80	8	fuzzy	fuzzy	ADJ
cana-5848	80	9	inference	inference	NOUN
cana-5848	80	10	strategy	strategy	NOUN
cana-5848	80	11	—	—	PUNCT
cana-5848	80	12	mamdani	mamdani	NOUN
cana-5848	80	13	or	or	CCONJ
cana-5848	80	14	sugeno	sugeno	NOUN
cana-5848	80	15	—	—	PUNCT
cana-5848	80	16	performs	perform	VERB
cana-5848	80	17	more	more	ADV
cana-5848	80	18	effectively	effectively	ADV
cana-5848	80	19	within	within	ADP
cana-5848	80	20	a	a	DET
cana-5848	80	21	fuzzy	fuzzy	ADJ
cana-5848	80	22	soft	soft	ADJ
cana-5848	80	23	framework	framework	NOUN
cana-5848	80	24	when	when	SCONJ
cana-5848	80	25	applied	apply	VERB
cana-5848	80	26	to	to	ADP
cana-5848	80	27	risk	risk	NOUN
cana-5848	80	28	evaluation	evaluation	NOUN
cana-5848	80	29	for	for	ADP
cana-5848	80	30	gastric	gastric	ADJ
cana-5848	80	31	and	and	CCONJ
cana-5848	80	32	prostate	prostate	NOUN
cana-5848	80	33	cancers	cancer	NOUN
cana-5848	80	34	.	.	PUNCT
cana-5848	81	1	this	this	PRON
cana-5848	81	2	involves	involve	VERB
cana-5848	81	3	analyzing	analyze	VERB
cana-5848	81	4	not	not	PART
cana-5848	81	5	only	only	ADV
cana-5848	81	6	the	the	DET
cana-5848	81	7	classification	classification	NOUN
cana-5848	81	8	accuracy	accuracy	NOUN
cana-5848	81	9	of	of	ADP
cana-5848	81	10	each	each	DET
cana-5848	81	11	model	model	NOUN
cana-5848	81	12	,	,	PUNCT
cana-5848	81	13	but	but	CCONJ
cana-5848	81	14	also	also	ADV
cana-5848	81	15	their	their	PRON
cana-5848	81	16	scalability	scalability	NOUN
cana-5848	81	17	,	,	PUNCT
cana-5848	81	18	interpretability	interpretability	NOUN
cana-5848	81	19	,	,	PUNCT
cana-5848	81	20	and	and	CCONJ
cana-5848	81	21	robustness	robustness	NOUN
cana-5848	81	22	in	in	ADP
cana-5848	81	23	handling	handle	VERB
cana-5848	81	24	uncertain	uncertain	ADJ
cana-5848	81	25	and	and	CCONJ
cana-5848	81	26	soft	soft	ADJ
cana-5848	81	27	-	-	PUNCT
cana-5848	81	28	parameterized	parameterized	ADJ
cana-5848	81	29	clinical	clinical	ADJ
cana-5848	81	30	data	datum	NOUN
cana-5848	81	31	.	.	PUNCT
cana-5848	82	1	communications	communication	NOUN
cana-5848	82	2	on	on	ADP
cana-5848	82	3	applied	apply	VERB
cana-5848	82	4	nonlinear	nonlinear	ADJ
cana-5848	82	5	analysis	analysis	NOUN
cana-5848	82	6	issn	issn	NOUN
cana-5848	82	7	:	:	PUNCT
cana-5848	82	8	1074	1074	NUM
cana-5848	82	9	-	-	PUNCT
cana-5848	82	10	133x	133x	NUM
cana-5848	82	11	vol	vol	NOUN
cana-5848	82	12	30	30	NUM
cana-5848	82	13	no	no	NOUN
cana-5848	82	14	.	.	NOUN
cana-5848	82	15	4	4	NUM
cana-5848	82	16	(	(	PUNCT
cana-5848	82	17	2023	2023	NUM
cana-5848	82	18	)	)	PUNCT
cana-5848	82	19	187	187	NUM
cana-5848	82	20	https://internationalpubls.com	https://internationalpubls.com	X
cana-5848	83	1	thus	thus	ADV
cana-5848	83	2	,	,	PUNCT
cana-5848	83	3	the	the	DET
cana-5848	83	4	objective	objective	NOUN
cana-5848	83	5	of	of	ADP
cana-5848	83	6	this	this	DET
cana-5848	83	7	study	study	NOUN
cana-5848	83	8	is	be	AUX
cana-5848	83	9	to	to	PART
cana-5848	83	10	design	design	VERB
cana-5848	83	11	and	and	CCONJ
cana-5848	83	12	evaluate	evaluate	VERB
cana-5848	83	13	a	a	DET
cana-5848	83	14	fuzzy	fuzzy	ADJ
cana-5848	83	15	soft	soft	ADJ
cana-5848	83	16	decision	decision	NOUN
cana-5848	83	17	-	-	PUNCT
cana-5848	83	18	making	make	VERB
cana-5848	83	19	framework	framework	NOUN
cana-5848	83	20	that	that	PRON
cana-5848	83	21	leverages	leverage	VERB
cana-5848	83	22	both	both	CCONJ
cana-5848	83	23	mamdani	mamdani	NOUN
cana-5848	83	24	and	and	CCONJ
cana-5848	83	25	sugeno	sugeno	VERB
cana-5848	83	26	fuzzy	fuzzy	ADJ
cana-5848	83	27	controllers	controller	NOUN
cana-5848	83	28	.	.	PUNCT
cana-5848	84	1	the	the	DET
cana-5848	84	2	goal	goal	NOUN
cana-5848	84	3	is	be	AUX
cana-5848	84	4	to	to	PART
cana-5848	84	5	systematically	systematically	ADV
cana-5848	84	6	compare	compare	VERB
cana-5848	84	7	their	their	PRON
cana-5848	84	8	performance	performance	NOUN
cana-5848	84	9	in	in	ADP
cana-5848	84	10	modeling	model	VERB
cana-5848	84	11	clinical	clinical	ADJ
cana-5848	84	12	uncertainty	uncertainty	NOUN
cana-5848	84	13	,	,	PUNCT
cana-5848	84	14	particularly	particularly	ADV
cana-5848	84	15	in	in	ADP
cana-5848	84	16	terms	term	NOUN
cana-5848	84	17	of	of	ADP
cana-5848	84	18	prediction	prediction	NOUN
cana-5848	84	19	quality	quality	NOUN
cana-5848	84	20	,	,	PUNCT
cana-5848	84	21	flexibility	flexibility	NOUN
cana-5848	84	22	,	,	PUNCT
cana-5848	84	23	and	and	CCONJ
cana-5848	84	24	suitability	suitability	NOUN
cana-5848	84	25	for	for	ADP
cana-5848	84	26	deployment	deployment	NOUN
cana-5848	84	27	in	in	ADP
cana-5848	84	28	medical	medical	ADJ
cana-5848	84	29	diagnostic	diagnostic	ADJ
cana-5848	84	30	systems	system	NOUN
cana-5848	84	31	.	.	PUNCT
cana-5848	85	1	table	table	NOUN
cana-5848	85	2	:	:	PUNCT
cana-5848	85	3	key	key	ADJ
cana-5848	85	4	challenges	challenge	NOUN
cana-5848	85	5	in	in	ADP
cana-5848	85	6	cancer	cancer	NOUN
cana-5848	85	7	risk	risk	NOUN
cana-5848	85	8	evaluation	evaluation	NOUN
cana-5848	85	9	:	:	PUNCT
cana-5848	85	10	challenge	challenge	NOUN
cana-5848	85	11	explanation	explanation	NOUN
cana-5848	85	12	incomplete	incomplete	ADJ
cana-5848	85	13	clinical	clinical	ADJ
cana-5848	85	14	data	data	NOUN
cana-5848	85	15	patient	patient	NOUN
cana-5848	85	16	datasets	dataset	NOUN
cana-5848	85	17	often	often	ADV
cana-5848	85	18	contain	contain	VERB
cana-5848	85	19	missing	missing	ADJ
cana-5848	85	20	or	or	CCONJ
cana-5848	85	21	imprecise	imprecise	ADJ
cana-5848	85	22	values	value	NOUN
cana-5848	85	23	.	.	PUNCT
cana-5848	86	1	overlapping	overlap	VERB
cana-5848	86	2	biomarker	biomarker	NOUN
cana-5848	86	3	ranges	range	VERB
cana-5848	86	4	cancer	cancer	NOUN
cana-5848	86	5	-	-	PUNCT
cana-5848	86	6	related	relate	VERB
cana-5848	86	7	biomarkers	biomarker	NOUN
cana-5848	86	8	rarely	rarely	ADV
cana-5848	86	9	show	show	VERB
cana-5848	86	10	sharp	sharp	ADJ
cana-5848	86	11	cutoff	cutoff	NOUN
cana-5848	86	12	points	point	NOUN
cana-5848	86	13	.	.	PUNCT
cana-5848	87	1	linguistic	linguistic	ADJ
cana-5848	87	2	ambiguity	ambiguity	NOUN
cana-5848	87	3	symptoms	symptom	NOUN
cana-5848	87	4	like	like	ADP
cana-5848	87	5	“	"	PUNCT
cana-5848	87	6	moderate	moderate	ADJ
cana-5848	87	7	pain	pain	NOUN
cana-5848	87	8	”	"	PUNCT
cana-5848	87	9	or	or	CCONJ
cana-5848	87	10	“	"	PUNCT
cana-5848	87	11	frequent	frequent	ADJ
cana-5848	87	12	nausea	nausea	NOUN
cana-5848	87	13	”	"	PUNCT
cana-5848	87	14	are	be	AUX
cana-5848	87	15	hard	hard	ADJ
cana-5848	87	16	to	to	PART
cana-5848	87	17	quantify	quantify	VERB
cana-5848	87	18	.	.	PUNCT
cana-5848	88	1	subjective	subjective	ADJ
cana-5848	88	2	expert	expert	ADJ
cana-5848	88	3	interpretation	interpretation	NOUN
cana-5848	88	4	physician	physician	NOUN
cana-5848	88	5	decisions	decision	NOUN
cana-5848	88	6	vary	vary	VERB
cana-5848	88	7	due	due	ADJ
cana-5848	88	8	to	to	ADP
cana-5848	88	9	subjective	subjective	ADJ
cana-5848	88	10	interpretation	interpretation	NOUN
cana-5848	88	11	of	of	ADP
cana-5848	88	12	test	test	NOUN
cana-5848	88	13	results	result	NOUN
cana-5848	88	14	.	.	PUNCT
cana-5848	89	1	variability	variability	NOUN
cana-5848	89	2	across	across	ADP
cana-5848	89	3	cancer	cancer	NOUN
cana-5848	89	4	types	type	NOUN
cana-5848	89	5	risk	risk	NOUN
cana-5848	89	6	indicators	indicator	NOUN
cana-5848	89	7	differ	differ	VERB
cana-5848	89	8	significantly	significantly	ADV
cana-5848	89	9	for	for	ADP
cana-5848	89	10	gastric	gastric	ADJ
cana-5848	89	11	and	and	CCONJ
cana-5848	89	12	prostate	prostate	NOUN
cana-5848	89	13	cancers	cancer	NOUN
cana-5848	89	14	.	.	PUNCT
cana-5848	90	1	need	need	NOUN
cana-5848	90	2	for	for	ADP
cana-5848	90	3	explainability	explainability	NOUN
cana-5848	90	4	clinical	clinical	ADJ
cana-5848	90	5	models	model	NOUN
cana-5848	90	6	must	must	AUX
cana-5848	90	7	be	be	AUX
cana-5848	90	8	interpretable	interpretable	ADJ
cana-5848	90	9	by	by	ADP
cana-5848	90	10	medical	medical	ADJ
cana-5848	90	11	professionals	professional	NOUN
cana-5848	90	12	.	.	PUNCT
cana-5848	91	1	table	table	NOUN
cana-5848	91	2	:	:	PUNCT
cana-5848	91	3	comparison	comparison	NOUN
cana-5848	91	4	of	of	ADP
cana-5848	91	5	mamdani	mamdani	NOUN
cana-5848	91	6	and	and	CCONJ
cana-5848	91	7	sugeno	sugeno	VERB
cana-5848	91	8	fuzzy	fuzzy	ADJ
cana-5848	91	9	controllers	controller	NOUN
cana-5848	91	10	:	:	PUNCT
cana-5848	91	11	criteria	criterion	NOUN
cana-5848	91	12	mamdani	mamdani	PROPN
cana-5848	91	13	fis	fis	PROPN
cana-5848	91	14	sugeno	sugeno	PROPN
cana-5848	91	15	fis	fis	PROPN
cana-5848	91	16	output	output	NOUN
cana-5848	91	17	type	type	NOUN
cana-5848	91	18	fuzzy	fuzzy	ADJ
cana-5848	91	19	set	set	VERB
cana-5848	91	20	crisp	crisp	ADJ
cana-5848	91	21	value	value	NOUN
cana-5848	91	22	(	(	PUNCT
cana-5848	91	23	constant	constant	ADJ
cana-5848	91	24	or	or	CCONJ
cana-5848	91	25	function	function	NOUN
cana-5848	91	26	)	)	PUNCT
cana-5848	92	1	interpretability	interpretability	NOUN
cana-5848	92	2	high	high	ADJ
cana-5848	92	3	–	–	PUNCT
cana-5848	92	4	rule	rule	NOUN
cana-5848	92	5	-	-	PUNCT
cana-5848	92	6	based	base	VERB
cana-5848	92	7	and	and	CCONJ
cana-5848	92	8	linguistic	linguistic	ADJ
cana-5848	92	9	moderate	moderate	ADJ
cana-5848	92	10	–	–	PUNCT
cana-5848	92	11	functional	functional	ADJ
cana-5848	92	12	outputs	output	NOUN
cana-5848	92	13	computation	computation	NOUN
cana-5848	92	14	complexity	complexity	NOUN
cana-5848	92	15	higher	higher	ADV
cana-5848	92	16	(	(	PUNCT
cana-5848	92	17	due	due	ADP
cana-5848	92	18	to	to	ADP
cana-5848	92	19	defuzzification	defuzzification	NOUN
cana-5848	92	20	)	)	PUNCT
cana-5848	92	21	lower	lower	ADV
cana-5848	92	22	(	(	PUNCT
cana-5848	92	23	weighted	weighted	ADJ
cana-5848	92	24	average	average	NOUN
cana-5848	92	25	of	of	ADP
cana-5848	92	26	functions	function	NOUN
cana-5848	92	27	)	)	PUNCT
cana-5848	92	28	integration	integration	NOUN
cana-5848	92	29	capability	capability	NOUN
cana-5848	92	30	less	less	ADV
cana-5848	92	31	compatible	compatible	ADJ
cana-5848	92	32	with	with	ADP
cana-5848	92	33	adaptive	adaptive	ADJ
cana-5848	92	34	systems	system	NOUN
cana-5848	92	35	well	well	ADV
cana-5848	92	36	-	-	PUNCT
cana-5848	92	37	suited	suit	VERB
cana-5848	92	38	for	for	ADP
cana-5848	92	39	optimization	optimization	NOUN
cana-5848	92	40	and	and	CCONJ
cana-5848	92	41	tuning	tune	VERB
cana-5848	92	42	use	use	NOUN
cana-5848	92	43	case	case	NOUN
cana-5848	92	44	preference	preference	NOUN
cana-5848	92	45	ideal	ideal	NOUN
cana-5848	92	46	for	for	ADP
cana-5848	92	47	knowledge	knowledge	NOUN
cana-5848	92	48	-	-	PUNCT
cana-5848	92	49	based	base	VERB
cana-5848	92	50	expert	expert	NOUN
cana-5848	92	51	systems	system	NOUN
cana-5848	92	52	ideal	ideal	NOUN
cana-5848	92	53	for	for	ADP
cana-5848	92	54	adaptive	adaptive	ADJ
cana-5848	92	55	or	or	CCONJ
cana-5848	92	56	data	datum	NOUN
cana-5848	92	57	-	-	PUNCT
cana-5848	92	58	driven	drive	VERB
cana-5848	92	59	environments	environment	NOUN
cana-5848	92	60	clinical	clinical	ADJ
cana-5848	92	61	relevance	relevance	NOUN
cana-5848	92	62	transparent	transparent	ADJ
cana-5848	92	63	for	for	ADP
cana-5848	92	64	medical	medical	ADJ
cana-5848	92	65	staff	staff	NOUN
cana-5848	92	66	suitable	suitable	ADJ
cana-5848	92	67	for	for	ADP
cana-5848	92	68	automated	automate	VERB
cana-5848	92	69	decision	decision	NOUN
cana-5848	92	70	pipelines	pipeline	NOUN
cana-5848	92	71	5	5	NUM
cana-5848	92	72	.	.	PUNCT
cana-5848	92	73	methodology	methodology	NOUN
cana-5848	92	74	:	:	PUNCT
cana-5848	92	75	this	this	DET
cana-5848	92	76	section	section	NOUN
cana-5848	92	77	outlines	outline	VERB
cana-5848	92	78	the	the	DET
cana-5848	92	79	comprehensive	comprehensive	ADJ
cana-5848	92	80	methodological	methodological	ADJ
cana-5848	92	81	pipeline	pipeline	NOUN
cana-5848	92	82	for	for	ADP
cana-5848	92	83	evaluating	evaluate	VERB
cana-5848	92	84	cancer	cancer	NOUN
cana-5848	92	85	risk	risk	NOUN
cana-5848	92	86	using	use	VERB
cana-5848	92	87	fuzzy	fuzzy	ADJ
cana-5848	92	88	soft	soft	ADJ
cana-5848	92	89	sets	set	NOUN
cana-5848	92	90	and	and	CCONJ
cana-5848	92	91	fuzzy	fuzzy	ADJ
cana-5848	92	92	inference	inference	NOUN
cana-5848	92	93	systems	system	NOUN
cana-5848	92	94	(	(	PUNCT
cana-5848	92	95	fis	fis	PROPN
cana-5848	92	96	)	)	PUNCT
cana-5848	92	97	,	,	PUNCT
cana-5848	92	98	specifically	specifically	ADV
cana-5848	92	99	mamdani	mamdani	NOUN
cana-5848	92	100	and	and	CCONJ
cana-5848	92	101	sugeno	sugeno	NOUN
cana-5848	92	102	controllers	controller	NOUN
cana-5848	92	103	.	.	PUNCT
cana-5848	93	1	the	the	DET
cana-5848	93	2	approach	approach	NOUN
cana-5848	93	3	includes	include	VERB
cana-5848	93	4	data	datum	NOUN
cana-5848	93	5	preprocessing	preprocessing	NOUN
cana-5848	93	6	,	,	PUNCT
cana-5848	93	7	fuzzification	fuzzification	NOUN
cana-5848	93	8	,	,	PUNCT
cana-5848	93	9	fuzzy	fuzzy	ADJ
cana-5848	93	10	soft	soft	ADJ
cana-5848	93	11	set	set	NOUN
cana-5848	93	12	construction	construction	NOUN
cana-5848	93	13	,	,	PUNCT
cana-5848	93	14	rule	rule	NOUN
cana-5848	93	15	base	base	NOUN
cana-5848	93	16	generation	generation	NOUN
cana-5848	93	17	,	,	PUNCT
cana-5848	93	18	inference	inference	NOUN
cana-5848	93	19	processing	processing	NOUN
cana-5848	93	20	,	,	PUNCT
cana-5848	93	21	and	and	CCONJ
cana-5848	93	22	final	final	ADJ
cana-5848	93	23	risk	risk	NOUN
cana-5848	93	24	decision	decision	NOUN
cana-5848	93	25	making	making	NOUN
cana-5848	93	26	.	.	PUNCT
cana-5848	94	1	5.1	5.1	NUM
cana-5848	94	2	system	system	NOUN
cana-5848	94	3	workflow	workflow	NOUN
cana-5848	94	4	overview	overview	NOUN
cana-5848	94	5	:	:	PUNCT
cana-5848	94	6	the	the	DET
cana-5848	94	7	cancer	cancer	NOUN
cana-5848	94	8	risk	risk	NOUN
cana-5848	94	9	evaluation	evaluation	NOUN
cana-5848	94	10	framework	framework	NOUN
cana-5848	94	11	is	be	AUX
cana-5848	94	12	structured	structure	VERB
cana-5848	94	13	into	into	ADP
cana-5848	94	14	a	a	DET
cana-5848	94	15	modular	modular	ADJ
cana-5848	94	16	pipeline	pipeline	NOUN
cana-5848	94	17	:	:	PUNCT
cana-5848	94	18	communications	communication	NOUN
cana-5848	94	19	on	on	ADP
cana-5848	94	20	applied	apply	VERB
cana-5848	94	21	nonlinear	nonlinear	ADJ
cana-5848	94	22	analysis	analysis	NOUN
cana-5848	94	23	issn	issn	NOUN
cana-5848	94	24	:	:	PUNCT
cana-5848	94	25	1074	1074	NUM
cana-5848	94	26	-	-	PUNCT
cana-5848	94	27	133x	133x	NUM
cana-5848	94	28	vol	vol	NOUN
cana-5848	94	29	30	30	NUM
cana-5848	94	30	no	no	NOUN
cana-5848	94	31	.	.	NOUN
cana-5848	94	32	4	4	NUM
cana-5848	94	33	(	(	PUNCT
cana-5848	94	34	2023	2023	NUM
cana-5848	94	35	)	)	PUNCT
cana-5848	94	36	188	188	NUM
cana-5848	94	37	https://internationalpubls.com	https://internationalpubls.com	NUM
cana-5848	94	38	figure	figure	NOUN
cana-5848	94	39	:	:	PUNCT
cana-5848	94	40	system	system	NOUN
cana-5848	94	41	architecture	architecture	NOUN
cana-5848	94	42	for	for	ADP
cana-5848	94	43	fuzzy	fuzzy	ADJ
cana-5848	94	44	soft	soft	ADJ
cana-5848	94	45	-	-	PUNCT
cana-5848	94	46	based	base	VERB
cana-5848	94	47	cancer	cancer	NOUN
cana-5848	94	48	risk	risk	NOUN
cana-5848	94	49	evaluation	evaluation	NOUN
cana-5848	94	50	5.2	5.2	NUM
cana-5848	94	51	dataset	dataset	NOUN
cana-5848	94	52	and	and	CCONJ
cana-5848	94	53	feature	feature	NOUN
cana-5848	94	54	description	description	NOUN
cana-5848	94	55	:	:	PUNCT
cana-5848	94	56	we	we	PRON
cana-5848	94	57	used	use	VERB
cana-5848	94	58	anonymized	anonymize	VERB
cana-5848	94	59	clinical	clinical	ADJ
cana-5848	94	60	data	datum	NOUN
cana-5848	94	61	representing	represent	VERB
cana-5848	94	62	patient	patient	NOUN
cana-5848	94	63	attributes	attribute	VERB
cana-5848	94	64	relevant	relevant	ADJ
cana-5848	94	65	to	to	ADP
cana-5848	94	66	gastric	gastric	ADJ
cana-5848	94	67	and	and	CCONJ
cana-5848	94	68	prostate	prostate	NOUN
cana-5848	94	69	cancer	cancer	NOUN
cana-5848	94	70	risk	risk	NOUN
cana-5848	94	71	.	.	PUNCT
cana-5848	95	1	features	feature	NOUN
cana-5848	95	2	included	include	VERB
cana-5848	95	3	:	:	PUNCT
cana-5848	95	4	feature	feature	NOUN
cana-5848	95	5	description	description	NOUN
cana-5848	95	6	age	age	NOUN
cana-5848	95	7	numerical	numerical	ADJ
cana-5848	95	8	age	age	NOUN
cana-5848	95	9	of	of	ADP
cana-5848	95	10	the	the	DET
cana-5848	95	11	patient	patient	NOUN
cana-5848	95	12	psa	psa	NOUN
cana-5848	95	13	level	level	NOUN
cana-5848	95	14	prostate	prostate	NOUN
cana-5848	95	15	-	-	PUNCT
cana-5848	95	16	specific	specific	ADJ
cana-5848	95	17	antigen	antigen	ADJ
cana-5848	95	18	level	level	NOUN
cana-5848	95	19	(	(	PUNCT
cana-5848	95	20	ng	ng	NOUN
cana-5848	95	21	/	/	SYM
cana-5848	95	22	ml	ml	PROPN
cana-5848	95	23	)	)	PUNCT
cana-5848	95	24	cea	cea	PROPN
cana-5848	95	25	level	level	NOUN
cana-5848	95	26	carcinoembryonic	carcinoembryonic	ADJ
cana-5848	95	27	antigen	antigen	NOUN
cana-5848	95	28	(	(	PUNCT
cana-5848	95	29	ng	ng	NOUN
cana-5848	95	30	/	/	SYM
cana-5848	95	31	ml	ml	NOUN
cana-5848	95	32	)	)	PUNCT
cana-5848	96	1	ca19	ca19	ADJ
cana-5848	96	2	-	-	PUNCT
cana-5848	96	3	9	9	NUM
cana-5848	96	4	tumor	tumor	NOUN
cana-5848	96	5	marker	marker	NOUN
cana-5848	96	6	for	for	ADP
cana-5848	96	7	gastrointestinal	gastrointestinal	ADJ
cana-5848	96	8	cancers	cancer	NOUN
cana-5848	96	9	symptom	symptom	NOUN
cana-5848	96	10	index	index	NOUN
cana-5848	96	11	composite	composite	ADJ
cana-5848	96	12	score	score	NOUN
cana-5848	96	13	based	base	VERB
cana-5848	96	14	on	on	ADP
cana-5848	96	15	clinical	clinical	ADJ
cana-5848	96	16	symptoms	symptom	NOUN
cana-5848	96	17	each	each	DET
cana-5848	96	18	input	input	NOUN
cana-5848	96	19	was	be	AUX
cana-5848	96	20	mapped	map	VERB
cana-5848	96	21	to	to	ADP
cana-5848	96	22	qualitative	qualitative	ADJ
cana-5848	96	23	terms	term	NOUN
cana-5848	96	24	(	(	PUNCT
cana-5848	96	25	e.g.	e.g.	ADV
cana-5848	96	26	,	,	PUNCT
cana-5848	96	27	“	"	PUNCT
cana-5848	96	28	low	low	ADJ
cana-5848	96	29	,	,	PUNCT
cana-5848	96	30	”	"	PUNCT
cana-5848	96	31	“	"	PUNCT
cana-5848	96	32	medium	medium	ADJ
cana-5848	96	33	,	,	PUNCT
cana-5848	96	34	”	"	PUNCT
cana-5848	96	35	“	"	PUNCT
cana-5848	96	36	high	high	ADJ
cana-5848	96	37	”	"	PUNCT
cana-5848	96	38	)	)	PUNCT
cana-5848	96	39	using	use	VERB
cana-5848	96	40	fuzzification	fuzzification	NOUN
cana-5848	96	41	functions	function	NOUN
cana-5848	96	42	designed	design	VERB
cana-5848	96	43	by	by	ADP
cana-5848	96	44	clinical	clinical	ADJ
cana-5848	96	45	experts	expert	NOUN
cana-5848	96	46	.	.	PUNCT
cana-5848	97	1	5.3	5.3	NUM
cana-5848	97	2	fuzzification	fuzzification	NOUN
cana-5848	97	3	of	of	ADP
cana-5848	97	4	inputs	input	NOUN
cana-5848	97	5	:	:	PUNCT
cana-5848	97	6	inputs	input	NOUN
cana-5848	97	7	were	be	AUX
cana-5848	97	8	converted	convert	VERB
cana-5848	97	9	into	into	ADP
cana-5848	97	10	linguistic	linguistic	ADJ
cana-5848	97	11	variables	variable	NOUN
cana-5848	97	12	using	use	VERB
cana-5848	97	13	membership	membership	NOUN
cana-5848	97	14	functions	function	NOUN
cana-5848	97	15	shaped	shape	VERB
cana-5848	97	16	as	as	ADP
cana-5848	97	17	trapezoidal	trapezoidal	ADJ
cana-5848	97	18	or	or	CCONJ
cana-5848	97	19	triangular	triangular	NOUN
cana-5848	97	20	distributions	distribution	NOUN
cana-5848	97	21	.	.	PUNCT
cana-5848	98	1	for	for	ADP
cana-5848	98	2	example	example	NOUN
cana-5848	98	3	:	:	PUNCT
cana-5848	98	4	table	table	NOUN
cana-5848	98	5	:	:	PUNCT
cana-5848	98	6	linguistic	linguistic	ADJ
cana-5848	98	7	mapping	mapping	NOUN
cana-5848	98	8	for	for	ADP
cana-5848	98	9	psa	psa	NOUN
cana-5848	98	10	levels	level	NOUN
cana-5848	98	11	psa	psa	VERB
cana-5848	98	12	range	range	NOUN
cana-5848	98	13	(	(	PUNCT
cana-5848	98	14	ng	ng	PROPN
cana-5848	98	15	/	/	SYM
cana-5848	98	16	ml	ml	NOUN
cana-5848	98	17	)	)	PUNCT
cana-5848	98	18	linguistic	linguistic	ADJ
cana-5848	98	19	term	term	NOUN
cana-5848	98	20	0	0	NUM
cana-5848	98	21	–	–	PUNCT
cana-5848	98	22	4.0	4.0	NUM
cana-5848	98	23	low	low	NOUN
cana-5848	98	24	4.1	4.1	NUM
cana-5848	98	25	–	–	PUNCT
cana-5848	98	26	10.0	10.0	NUM
cana-5848	98	27	medium	medium	NOUN
cana-5848	98	28	10.1	10.1	NUM
cana-5848	98	29	and	and	CCONJ
cana-5848	98	30	above	above	ADP
cana-5848	98	31	high	high	ADJ
cana-5848	98	32	similar	similar	ADJ
cana-5848	98	33	mappings	mapping	NOUN
cana-5848	98	34	were	be	AUX
cana-5848	98	35	applied	apply	VERB
cana-5848	98	36	to	to	ADP
cana-5848	98	37	other	other	ADJ
cana-5848	98	38	features	feature	NOUN
cana-5848	98	39	using	use	VERB
cana-5848	98	40	domain	domain	NOUN
cana-5848	98	41	knowledge	knowledge	NOUN
cana-5848	98	42	.	.	PUNCT
cana-5848	99	1	these	these	DET
cana-5848	99	2	linguistic	linguistic	ADJ
cana-5848	99	3	terms	term	NOUN
cana-5848	99	4	serve	serve	VERB
cana-5848	99	5	as	as	ADP
cana-5848	99	6	inputs	input	NOUN
cana-5848	99	7	to	to	ADP
cana-5848	99	8	the	the	DET
cana-5848	99	9	fuzzy	fuzzy	ADJ
cana-5848	99	10	soft	soft	ADJ
cana-5848	99	11	system	system	NOUN
cana-5848	99	12	.	.	PUNCT
cana-5848	100	1	5.4	5.4	NUM
cana-5848	100	2	fuzzy	fuzzy	ADJ
cana-5848	100	3	soft	soft	ADJ
cana-5848	100	4	set	set	NOUN
cana-5848	100	5	construction	construction	NOUN
cana-5848	100	6	:	:	PUNCT
cana-5848	100	7	using	use	VERB
cana-5848	100	8	the	the	DET
cana-5848	100	9	fuzzified	fuzzified	ADJ
cana-5848	100	10	features	feature	NOUN
cana-5848	100	11	and	and	CCONJ
cana-5848	100	12	parameters	parameter	NOUN
cana-5848	100	13	,	,	PUNCT
cana-5848	100	14	we	we	PRON
cana-5848	100	15	constructed	construct	VERB
cana-5848	100	16	a	a	DET
cana-5848	100	17	fuzzy	fuzzy	ADJ
cana-5848	100	18	soft	soft	ADJ
cana-5848	100	19	set	set	NOUN
cana-5848	100	20	for	for	ADP
cana-5848	100	21	each	each	DET
cana-5848	100	22	patient	patient	NOUN
cana-5848	100	23	.	.	PUNCT
cana-5848	101	1	this	this	PRON
cana-5848	101	2	allowed	allow	VERB
cana-5848	101	3	handling	handling	NOUN
cana-5848	101	4	of	of	ADP
cana-5848	101	5	:	:	PUNCT
cana-5848	101	6	•	•	ADP
cana-5848	101	7	uncertain	uncertain	ADJ
cana-5848	101	8	parameter	parameter	NOUN
cana-5848	101	9	relevance	relevance	NOUN
cana-5848	101	10	(	(	PUNCT
cana-5848	101	11	e.g.	e.g.	ADV
cana-5848	101	12	,	,	PUNCT
cana-5848	101	13	symptoms	symptom	NOUN
cana-5848	101	14	may	may	AUX
cana-5848	101	15	be	be	AUX
cana-5848	101	16	more	more	ADV
cana-5848	101	17	significant	significant	ADJ
cana-5848	101	18	in	in	ADP
cana-5848	101	19	gastric	gastric	ADJ
cana-5848	101	20	cancer	cancer	NOUN
cana-5848	101	21	)	)	PUNCT
cana-5848	101	22	•	•	NUM
cana-5848	101	23	partial	partial	ADJ
cana-5848	101	24	information	information	NOUN
cana-5848	101	25	(	(	PUNCT
cana-5848	101	26	e.g.	e.g.	ADV
cana-5848	101	27	,	,	PUNCT
cana-5848	101	28	missing	miss	VERB
cana-5848	101	29	values	value	NOUN
cana-5848	101	30	in	in	ADP
cana-5848	101	31	biomarker	biomarker	NOUN
cana-5848	101	32	readings	reading	NOUN
cana-5848	101	33	)	)	PUNCT
cana-5848	101	34	•	•	ADP
cana-5848	101	35	context	context	NOUN
cana-5848	101	36	-	-	PUNCT
cana-5848	101	37	sensitive	sensitive	ADJ
cana-5848	101	38	weighting	weighting	NOUN
cana-5848	101	39	based	base	VERB
cana-5848	101	40	on	on	ADP
cana-5848	101	41	cancer	cancer	NOUN
cana-5848	101	42	type	type	NOUN
cana-5848	101	43	each	each	DET
cana-5848	101	44	fuzzy	fuzzy	ADJ
cana-5848	101	45	soft	soft	ADJ
cana-5848	101	46	set	set	NOUN
cana-5848	101	47	entry	entry	NOUN
cana-5848	101	48	was	be	AUX
cana-5848	101	49	interpreted	interpret	VERB
cana-5848	101	50	as	as	ADP
cana-5848	101	51	a	a	DET
cana-5848	101	52	flexible	flexible	ADJ
cana-5848	101	53	knowledge	knowledge	NOUN
cana-5848	101	54	representation	representation	NOUN
cana-5848	101	55	adaptable	adaptable	ADJ
cana-5848	101	56	to	to	ADP
cana-5848	101	57	patient	patient	NOUN
cana-5848	101	58	-	-	PUNCT
cana-5848	101	59	specific	specific	ADJ
cana-5848	101	60	diagnostics	diagnostic	NOUN
cana-5848	101	61	.	.	PUNCT
cana-5848	102	1	5.5	5.5	NUM
cana-5848	102	2	fuzzy	fuzzy	ADJ
cana-5848	102	3	rule	rule	NOUN
cana-5848	102	4	base	base	NOUN
cana-5848	102	5	design	design	NOUN
cana-5848	102	6	:	:	PUNCT
cana-5848	102	7	separate	separate	ADJ
cana-5848	102	8	rule	rule	NOUN
cana-5848	102	9	bases	basis	NOUN
cana-5848	102	10	were	be	AUX
cana-5848	102	11	constructed	construct	VERB
cana-5848	102	12	for	for	ADP
cana-5848	102	13	both	both	PRON
cana-5848	102	14	mamdani	mamdani	NOUN
cana-5848	102	15	and	and	CCONJ
cana-5848	102	16	sugeno	sugeno	NOUN
cana-5848	102	17	models	model	NOUN
cana-5848	102	18	.	.	PUNCT
cana-5848	103	1	expert	expert	NOUN
cana-5848	103	2	oncologists	oncologist	NOUN
cana-5848	103	3	contributed	contribute	VERB
cana-5848	103	4	linguistic	linguistic	ADJ
cana-5848	103	5	rules	rule	NOUN
cana-5848	103	6	such	such	ADJ
cana-5848	103	7	as	as	ADP
cana-5848	103	8	:	:	PUNCT
cana-5848	103	9	communications	communication	NOUN
cana-5848	103	10	on	on	ADP
cana-5848	103	11	applied	apply	VERB
cana-5848	103	12	nonlinear	nonlinear	ADJ
cana-5848	103	13	analysis	analysis	NOUN
cana-5848	103	14	issn	issn	NOUN
cana-5848	103	15	:	:	PUNCT
cana-5848	103	16	1074	1074	NUM
cana-5848	103	17	-	-	PUNCT
cana-5848	103	18	133x	133x	NUM
cana-5848	103	19	vol	vol	NOUN
cana-5848	103	20	30	30	NUM
cana-5848	103	21	no	no	NOUN
cana-5848	103	22	.	.	NOUN
cana-5848	103	23	4	4	NUM
cana-5848	103	24	(	(	PUNCT
cana-5848	103	25	2023	2023	NUM
cana-5848	103	26	)	)	PUNCT
cana-5848	104	1	189	189	NUM
cana-5848	104	2	https://internationalpubls.com	https://internationalpubls.com	NUM
cana-5848	104	3	example	example	NOUN
cana-5848	104	4	mamdani	mamdani	NOUN
cana-5848	104	5	rule	rule	NOUN
cana-5848	104	6	:	:	PUNCT
cana-5848	104	7	if	if	SCONJ
cana-5848	104	8	psa	psa	NOUN
cana-5848	104	9	is	be	AUX
cana-5848	104	10	high	high	ADJ
cana-5848	104	11	and	and	CCONJ
cana-5848	104	12	cea	cea	PROPN
cana-5848	104	13	is	be	AUX
cana-5848	104	14	medium	medium	ADJ
cana-5848	104	15	and	and	CCONJ
cana-5848	104	16	age	age	NOUN
cana-5848	104	17	is	be	AUX
cana-5848	104	18	elderly	elderly	ADJ
cana-5848	104	19	then	then	ADV
cana-5848	104	20	risk	risk	NOUN
cana-5848	104	21	is	be	AUX
cana-5848	104	22	high	high	ADJ
cana-5848	104	23	example	example	NOUN
cana-5848	104	24	sugeno	sugeno	NOUN
cana-5848	104	25	rule	rule	NOUN
cana-5848	104	26	:	:	PUNCT
cana-5848	104	27	if	if	SCONJ
cana-5848	104	28	psa	psa	NOUN
cana-5848	104	29	is	be	AUX
cana-5848	104	30	high	high	ADJ
cana-5848	104	31	and	and	CCONJ
cana-5848	104	32	symptoms	symptom	NOUN
cana-5848	104	33	are	be	AUX
cana-5848	104	34	severe	severe	ADJ
cana-5848	104	35	then	then	ADV
cana-5848	104	36	risk	risk	NOUN
cana-5848	104	37	score	score	NOUN
cana-5848	104	38	=	=	PUNCT
cana-5848	104	39	weighted	weight	VERB
cana-5848	104	40	function	function	NOUN
cana-5848	104	41	output	output	NOUN
cana-5848	104	42	table	table	NOUN
cana-5848	104	43	:	:	PUNCT
cana-5848	104	44	sample	sample	NOUN
cana-5848	104	45	rule	rule	NOUN
cana-5848	104	46	matrix	matrix	NOUN
cana-5848	104	47	:	:	PUNCT
cana-5848	104	48	psa	psa	PROPN
cana-5848	104	49	cea	cea	PROPN
cana-5848	104	50	age	age	NOUN
cana-5848	104	51	symptoms	symptom	NOUN
cana-5848	104	52	inferred	infer	VERB
cana-5848	104	53	risk	risk	NOUN
cana-5848	104	54	(	(	PUNCT
cana-5848	104	55	mamdani	mamdani	NOUN
cana-5848	104	56	)	)	PUNCT
cana-5848	104	57	sugeno	sugeno	NOUN
cana-5848	104	58	rule	rule	NOUN
cana-5848	104	59	output	output	NOUN
cana-5848	104	60	high	high	ADJ
cana-5848	104	61	medium	medium	ADJ
cana-5848	104	62	elderly	elderly	ADJ
cana-5848	104	63	moderate	moderate	ADJ
cana-5848	104	64	high	high	ADJ
cana-5848	104	65	0.78	0.78	NUM
cana-5848	104	66	low	low	ADJ
cana-5848	104	67	low	low	ADJ
cana-5848	104	68	middleaged	middleaged	ADJ
cana-5848	104	69	mild	mild	ADJ
cana-5848	104	70	low	low	ADJ
cana-5848	104	71	0.23	0.23	NUM
cana-5848	104	72	rules	rule	NOUN
cana-5848	104	73	were	be	AUX
cana-5848	104	74	encoded	encode	VERB
cana-5848	104	75	into	into	ADP
cana-5848	104	76	the	the	DET
cana-5848	104	77	fis	fis	PROPN
cana-5848	104	78	engines	engine	NOUN
cana-5848	104	79	to	to	PART
cana-5848	104	80	derive	derive	VERB
cana-5848	104	81	conclusions	conclusion	NOUN
cana-5848	104	82	based	base	VERB
cana-5848	104	83	on	on	ADP
cana-5848	104	84	varying	vary	VERB
cana-5848	104	85	patient	patient	ADJ
cana-5848	104	86	profiles	profile	NOUN
cana-5848	104	87	.	.	PUNCT
cana-5848	105	1	5.6	5.6	NUM
cana-5848	105	2	inference	inference	NOUN
cana-5848	105	3	and	and	CCONJ
cana-5848	105	4	risk	risk	NOUN
cana-5848	105	5	evaluation	evaluation	NOUN
cana-5848	105	6	:	:	PUNCT
cana-5848	105	7	•	•	NUM
cana-5848	105	8	mamdani	mamdani	NOUN
cana-5848	105	9	controller	controller	NOUN
cana-5848	105	10	:	:	PUNCT
cana-5848	105	11	combined	combine	VERB
cana-5848	105	12	the	the	DET
cana-5848	105	13	fuzzy	fuzzy	ADJ
cana-5848	105	14	rules	rule	NOUN
cana-5848	105	15	to	to	PART
cana-5848	105	16	produce	produce	VERB
cana-5848	105	17	a	a	DET
cana-5848	105	18	linguistic	linguistic	ADJ
cana-5848	105	19	output	output	NOUN
cana-5848	105	20	(	(	PUNCT
cana-5848	105	21	e.g.	e.g.	ADV
cana-5848	105	22	,	,	PUNCT
cana-5848	105	23	"	"	PUNCT
cana-5848	105	24	moderate	moderate	ADJ
cana-5848	105	25	risk	risk	NOUN
cana-5848	105	26	"	"	PUNCT
cana-5848	105	27	)	)	PUNCT
cana-5848	105	28	,	,	PUNCT
cana-5848	105	29	which	which	PRON
cana-5848	105	30	was	be	AUX
cana-5848	105	31	then	then	ADV
cana-5848	105	32	translated	translate	VERB
cana-5848	105	33	to	to	ADP
cana-5848	105	34	a	a	DET
cana-5848	105	35	crisp	crisp	ADJ
cana-5848	105	36	risk	risk	NOUN
cana-5848	105	37	value	value	NOUN
cana-5848	105	38	using	use	VERB
cana-5848	105	39	a	a	DET
cana-5848	105	40	defuzzification	defuzzification	NOUN
cana-5848	105	41	step	step	NOUN
cana-5848	105	42	.	.	PUNCT
cana-5848	106	1	•	•	NUM
cana-5848	106	2	sugeno	sugeno	NOUN
cana-5848	106	3	controller	controller	NOUN
cana-5848	106	4	:	:	PUNCT
cana-5848	106	5	used	use	VERB
cana-5848	106	6	rule	rule	NOUN
cana-5848	106	7	weights	weight	NOUN
cana-5848	106	8	and	and	CCONJ
cana-5848	106	9	linear	linear	ADJ
cana-5848	106	10	functions	function	NOUN
cana-5848	106	11	to	to	PART
cana-5848	106	12	directly	directly	ADV
cana-5848	106	13	compute	compute	VERB
cana-5848	106	14	a	a	DET
cana-5848	106	15	numerical	numerical	ADJ
cana-5848	106	16	risk	risk	NOUN
cana-5848	106	17	score	score	NOUN
cana-5848	106	18	.	.	PUNCT
cana-5848	107	1	these	these	DET
cana-5848	107	2	values	value	NOUN
cana-5848	107	3	were	be	AUX
cana-5848	107	4	interpreted	interpret	VERB
cana-5848	107	5	as	as	ADP
cana-5848	107	6	the	the	DET
cana-5848	107	7	probability	probability	NOUN
cana-5848	107	8	or	or	CCONJ
cana-5848	107	9	degree	degree	NOUN
cana-5848	107	10	of	of	ADP
cana-5848	107	11	cancer	cancer	NOUN
cana-5848	107	12	risk	risk	NOUN
cana-5848	107	13	for	for	ADP
cana-5848	107	14	a	a	DET
cana-5848	107	15	given	give	VERB
cana-5848	107	16	patient	patient	NOUN
cana-5848	107	17	.	.	PUNCT
cana-5848	108	1	5.7	5.7	NUM
cana-5848	108	2	evaluation	evaluation	NOUN
cana-5848	108	3	metrics	metric	NOUN
cana-5848	108	4	and	and	CCONJ
cana-5848	108	5	validation	validation	NOUN
cana-5848	108	6	:	:	PUNCT
cana-5848	108	7	both	both	DET
cana-5848	108	8	models	model	NOUN
cana-5848	108	9	were	be	AUX
cana-5848	108	10	tested	test	VERB
cana-5848	108	11	on	on	ADP
cana-5848	108	12	real	real	ADJ
cana-5848	108	13	-	-	PUNCT
cana-5848	108	14	world	world	NOUN
cana-5848	108	15	datasets	dataset	NOUN
cana-5848	108	16	and	and	CCONJ
cana-5848	108	17	validated	validate	VERB
cana-5848	108	18	using	use	VERB
cana-5848	108	19	common	common	ADJ
cana-5848	108	20	metrics	metric	NOUN
cana-5848	108	21	:	:	PUNCT
cana-5848	108	22	table	table	NOUN
cana-5848	108	23	:	:	PUNCT
cana-5848	108	24	performance	performance	NOUN
cana-5848	108	25	evaluation	evaluation	NOUN
cana-5848	108	26	metrics	metric	NOUN
cana-5848	108	27	:	:	PUNCT
cana-5848	108	28	metric	metric	ADJ
cana-5848	108	29	description	description	NOUN
cana-5848	108	30	accuracy	accuracy	NOUN
cana-5848	108	31	overall	overall	ADJ
cana-5848	108	32	percentage	percentage	NOUN
cana-5848	108	33	of	of	ADP
cana-5848	108	34	correctly	correctly	ADV
cana-5848	108	35	predicted	predict	VERB
cana-5848	108	36	cases	case	NOUN
cana-5848	108	37	sensitivity	sensitivity	NOUN
cana-5848	108	38	ability	ability	NOUN
cana-5848	108	39	to	to	PART
cana-5848	108	40	detect	detect	VERB
cana-5848	108	41	actual	actual	ADJ
cana-5848	108	42	cancer	cancer	NOUN
cana-5848	108	43	-	-	PUNCT
cana-5848	108	44	positive	positive	ADJ
cana-5848	108	45	cases	case	NOUN
cana-5848	108	46	specificity	specificity	NOUN
cana-5848	108	47	ability	ability	NOUN
cana-5848	108	48	to	to	PART
cana-5848	108	49	detect	detect	VERB
cana-5848	108	50	cancer	cancer	NOUN
cana-5848	108	51	-	-	PUNCT
cana-5848	108	52	negative	negative	ADJ
cana-5848	108	53	cases	case	NOUN
cana-5848	108	54	f1	f1	NOUN
cana-5848	108	55	score	score	NOUN
cana-5848	108	56	harmonic	harmonic	NOUN
cana-5848	108	57	mean	mean	NOUN
cana-5848	108	58	of	of	ADP
cana-5848	108	59	precision	precision	NOUN
cana-5848	108	60	and	and	CCONJ
cana-5848	108	61	recall	recall	VERB
cana-5848	108	62	auc	auc	NOUN
cana-5848	108	63	-	-	PUNCT
cana-5848	108	64	roc	roc	NOUN
cana-5848	108	65	area	area	NOUN
cana-5848	108	66	under	under	ADP
cana-5848	108	67	curve	curve	NOUN
cana-5848	108	68	to	to	PART
cana-5848	108	69	evaluate	evaluate	VERB
cana-5848	108	70	classification	classification	NOUN
cana-5848	108	71	power	power	NOUN
cana-5848	108	72	validation	validation	NOUN
cana-5848	108	73	was	be	AUX
cana-5848	108	74	performed	perform	VERB
cana-5848	108	75	using	use	VERB
cana-5848	108	76	10	10	NUM
cana-5848	108	77	-	-	ADJ
cana-5848	108	78	fold	fold	ADJ
cana-5848	108	79	cross	cross	NOUN
cana-5848	108	80	-	-	NOUN
cana-5848	108	81	validation	validation	NOUN
cana-5848	108	82	on	on	ADP
cana-5848	108	83	balanced	balanced	ADJ
cana-5848	108	84	and	and	CCONJ
cana-5848	108	85	imbalanced	imbalanced	ADJ
cana-5848	108	86	datasets	dataset	NOUN
cana-5848	108	87	for	for	ADP
cana-5848	108	88	both	both	CCONJ
cana-5848	108	89	gastric	gastric	ADJ
cana-5848	108	90	and	and	CCONJ
cana-5848	108	91	prostate	prostate	NOUN
cana-5848	108	92	cancer	cancer	NOUN
cana-5848	108	93	.	.	PUNCT
cana-5848	109	1	6	6	X
cana-5848	109	2	.	.	X
cana-5848	109	3	experimental	experimental	ADJ
cana-5848	109	4	setup	setup	NOUN
cana-5848	109	5	:	:	PUNCT
cana-5848	109	6	the	the	DET
cana-5848	109	7	experimental	experimental	ADJ
cana-5848	109	8	setup	setup	NOUN
cana-5848	109	9	is	be	AUX
cana-5848	109	10	designed	design	VERB
cana-5848	109	11	to	to	PART
cana-5848	109	12	simulate	simulate	VERB
cana-5848	109	13	real	real	ADJ
cana-5848	109	14	-	-	PUNCT
cana-5848	109	15	world	world	NOUN
cana-5848	109	16	clinical	clinical	ADJ
cana-5848	109	17	decision	decision	NOUN
cana-5848	109	18	-	-	PUNCT
cana-5848	109	19	making	make	VERB
cana-5848	109	20	conditions	condition	NOUN
cana-5848	109	21	for	for	ADP
cana-5848	109	22	evaluating	evaluate	VERB
cana-5848	109	23	the	the	DET
cana-5848	109	24	effectiveness	effectiveness	NOUN
cana-5848	109	25	of	of	ADP
cana-5848	109	26	mamdani	mamdani	NOUN
cana-5848	109	27	and	and	CCONJ
cana-5848	109	28	sugeno	sugeno	VERB
cana-5848	109	29	fuzzy	fuzzy	ADJ
cana-5848	109	30	controllers	controller	NOUN
cana-5848	109	31	within	within	ADP
cana-5848	109	32	a	a	DET
cana-5848	109	33	fuzzy	fuzzy	ADJ
cana-5848	109	34	soft	soft	ADJ
cana-5848	109	35	set	set	NOUN
cana-5848	109	36	-	-	PUNCT
cana-5848	109	37	based	base	VERB
cana-5848	109	38	cancer	cancer	NOUN
cana-5848	109	39	risk	risk	NOUN
cana-5848	109	40	assessment	assessment	NOUN
cana-5848	109	41	framework	framework	NOUN
cana-5848	109	42	.	.	PUNCT
cana-5848	110	1	this	this	DET
cana-5848	110	2	section	section	NOUN
cana-5848	110	3	outlines	outline	VERB
cana-5848	110	4	the	the	DET
cana-5848	110	5	data	datum	NOUN
cana-5848	110	6	environment	environment	NOUN
cana-5848	110	7	,	,	PUNCT
cana-5848	110	8	implementation	implementation	NOUN
cana-5848	110	9	tools	tool	NOUN
cana-5848	110	10	,	,	PUNCT
cana-5848	110	11	preprocessing	preprocesse	VERB
cana-5848	110	12	steps	step	NOUN
cana-5848	110	13	,	,	PUNCT
cana-5848	110	14	configuration	configuration	NOUN
cana-5848	110	15	of	of	ADP
cana-5848	110	16	fuzzy	fuzzy	ADJ
cana-5848	110	17	inference	inference	NOUN
cana-5848	110	18	systems	system	NOUN
cana-5848	110	19	,	,	PUNCT
cana-5848	110	20	and	and	CCONJ
cana-5848	110	21	evaluation	evaluation	NOUN
cana-5848	110	22	methodology	methodology	NOUN
cana-5848	110	23	.	.	PUNCT
cana-5848	111	1	6.1	6.1	NUM
cana-5848	111	2	data	datum	NOUN
cana-5848	111	3	collection	collection	NOUN
cana-5848	111	4	and	and	CCONJ
cana-5848	111	5	source	source	NOUN
cana-5848	111	6	:	:	PUNCT
cana-5848	111	7	a	a	DET
cana-5848	111	8	curated	curate	VERB
cana-5848	111	9	dataset	dataset	NOUN
cana-5848	111	10	of	of	ADP
cana-5848	111	11	120	120	NUM
cana-5848	111	12	anonymized	anonymize	VERB
cana-5848	111	13	clinical	clinical	ADJ
cana-5848	111	14	records	record	NOUN
cana-5848	111	15	was	be	AUX
cana-5848	111	16	collected	collect	VERB
cana-5848	111	17	from	from	ADP
cana-5848	111	18	publicly	publicly	ADV
cana-5848	111	19	available	available	ADJ
cana-5848	111	20	repositories	repository	NOUN
cana-5848	111	21	and	and	CCONJ
cana-5848	111	22	hospital	hospital	NOUN
cana-5848	111	23	partnerships	partnership	NOUN
cana-5848	111	24	focused	focus	VERB
cana-5848	111	25	on	on	ADP
cana-5848	111	26	gastric	gastric	ADJ
cana-5848	111	27	and	and	CCONJ
cana-5848	111	28	prostate	prostate	NOUN
cana-5848	111	29	cancer	cancer	NOUN
cana-5848	111	30	diagnostics	diagnostic	NOUN
cana-5848	111	31	.	.	PUNCT
cana-5848	112	1	the	the	DET
cana-5848	112	2	dataset	dataset	NOUN
cana-5848	112	3	included	include	VERB
cana-5848	112	4	patients	patient	NOUN
cana-5848	112	5	aged	age	VERB
cana-5848	112	6	between	between	ADP
cana-5848	112	7	40	40	NUM
cana-5848	112	8	and	and	CCONJ
cana-5848	112	9	85	85	NUM
cana-5848	112	10	years	year	NOUN
cana-5848	112	11	and	and	CCONJ
cana-5848	112	12	consisted	consist	VERB
cana-5848	112	13	of	of	ADP
cana-5848	112	14	key	key	ADJ
cana-5848	112	15	parameters	parameter	NOUN
cana-5848	112	16	:	:	PUNCT
cana-5848	112	17	communications	communication	NOUN
cana-5848	112	18	on	on	ADP
cana-5848	112	19	applied	apply	VERB
cana-5848	112	20	nonlinear	nonlinear	ADJ
cana-5848	112	21	analysis	analysis	NOUN
cana-5848	112	22	issn	issn	NOUN
cana-5848	112	23	:	:	PUNCT
cana-5848	112	24	1074	1074	NUM
cana-5848	112	25	-	-	PUNCT
cana-5848	112	26	133x	133x	NUM
cana-5848	112	27	vol	vol	NOUN
cana-5848	112	28	30	30	NUM
cana-5848	112	29	no	no	NOUN
cana-5848	112	30	.	.	NOUN
cana-5848	112	31	4	4	NUM
cana-5848	112	32	(	(	PUNCT
cana-5848	112	33	2023	2023	NUM
cana-5848	112	34	)	)	PUNCT
cana-5848	112	35	190	190	NUM
cana-5848	112	36	https://internationalpubls.com	https://internationalpubls.com	SYM
cana-5848	112	37	•	•	NOUN
cana-5848	112	38	age	age	NOUN
cana-5848	112	39	•	•	NOUN
cana-5848	112	40	prostate	prostate	NOUN
cana-5848	112	41	-	-	PUNCT
cana-5848	112	42	specific	specific	ADJ
cana-5848	112	43	antigen	antigen	NOUN
cana-5848	112	44	(	(	PUNCT
cana-5848	112	45	psa	psa	NOUN
cana-5848	112	46	)	)	PUNCT
cana-5848	112	47	–	–	PUNCT
cana-5848	112	48	for	for	ADP
cana-5848	112	49	prostate	prostate	NOUN
cana-5848	112	50	cancer	cancer	NOUN
cana-5848	112	51	•	•	ADP
cana-5848	112	52	carcinoembryonic	carcinoembryonic	ADJ
cana-5848	112	53	antigen	antigen	NOUN
cana-5848	112	54	(	(	PUNCT
cana-5848	112	55	cea	cea	PROPN
cana-5848	112	56	)	)	PUNCT
cana-5848	112	57	–	–	PUNCT
cana-5848	112	58	for	for	ADP
cana-5848	112	59	gastric	gastric	ADJ
cana-5848	112	60	cancer	cancer	NOUN
cana-5848	112	61	•	•	ADP
cana-5848	112	62	ca19	ca19	PROPN
cana-5848	112	63	-	-	PUNCT
cana-5848	112	64	9	9	NUM
cana-5848	112	65	–	–	PUNCT
cana-5848	112	66	a	a	DET
cana-5848	112	67	general	general	ADJ
cana-5848	112	68	gastrointestinal	gastrointestinal	ADJ
cana-5848	112	69	tumor	tumor	NOUN
cana-5848	112	70	marker	marker	NOUN
cana-5848	112	71	•	•	ADP
cana-5848	112	72	clinical	clinical	ADJ
cana-5848	112	73	symptom	symptom	NOUN
cana-5848	112	74	index	index	NOUN
cana-5848	112	75	–	–	PUNCT
cana-5848	112	76	a	a	DET
cana-5848	112	77	qualitative	qualitative	ADJ
cana-5848	112	78	score	score	NOUN
cana-5848	112	79	aggregated	aggregate	VERB
cana-5848	112	80	from	from	ADP
cana-5848	112	81	questionnaire	questionnaire	NOUN
cana-5848	112	82	-	-	PUNCT
cana-5848	112	83	based	base	VERB
cana-5848	112	84	input	input	NOUN
cana-5848	112	85	(	(	PUNCT
cana-5848	112	86	e.g.	e.g.	ADV
cana-5848	112	87	,	,	PUNCT
cana-5848	112	88	pain	pain	NOUN
cana-5848	112	89	,	,	PUNCT
cana-5848	112	90	bloating	bloating	NOUN
cana-5848	112	91	,	,	PUNCT
cana-5848	112	92	bleeding	bleeding	NOUN
cana-5848	112	93	)	)	PUNCT
cana-5848	112	94	data	datum	NOUN
cana-5848	112	95	were	be	AUX
cana-5848	112	96	reviewed	review	VERB
cana-5848	112	97	by	by	ADP
cana-5848	112	98	medical	medical	ADJ
cana-5848	112	99	professionals	professional	NOUN
cana-5848	112	100	to	to	PART
cana-5848	112	101	validate	validate	VERB
cana-5848	112	102	feature	feature	NOUN
cana-5848	112	103	relevance	relevance	NOUN
cana-5848	112	104	and	and	CCONJ
cana-5848	112	105	clean	clean	ADJ
cana-5848	112	106	inconsistencies	inconsistency	NOUN
cana-5848	112	107	.	.	PUNCT
cana-5848	113	1	patients	patient	NOUN
cana-5848	113	2	with	with	ADP
cana-5848	113	3	multiple	multiple	ADJ
cana-5848	113	4	missing	miss	VERB
cana-5848	113	5	attributes	attribute	NOUN
cana-5848	113	6	were	be	AUX
cana-5848	113	7	excluded	exclude	VERB
cana-5848	113	8	to	to	PART
cana-5848	113	9	maintain	maintain	VERB
cana-5848	113	10	the	the	DET
cana-5848	113	11	dataset	dataset	NOUN
cana-5848	113	12	’s	’s	PART
cana-5848	113	13	reliability	reliability	NOUN
cana-5848	113	14	.	.	PUNCT
cana-5848	114	1	6.2	6.2	NUM
cana-5848	114	2	preprocessing	preprocessing	NOUN
cana-5848	114	3	steps	step	NOUN
cana-5848	114	4	:	:	PUNCT
cana-5848	114	5	to	to	PART
cana-5848	114	6	align	align	VERB
cana-5848	114	7	the	the	DET
cana-5848	114	8	dataset	dataset	NOUN
cana-5848	114	9	with	with	ADP
cana-5848	114	10	fuzzy	fuzzy	ADJ
cana-5848	114	11	soft	soft	ADJ
cana-5848	114	12	logic	logic	NOUN
cana-5848	114	13	-	-	PUNCT
cana-5848	114	14	based	base	VERB
cana-5848	114	15	inference	inference	NOUN
cana-5848	114	16	,	,	PUNCT
cana-5848	114	17	the	the	DET
cana-5848	114	18	following	follow	VERB
cana-5848	114	19	preprocessing	preprocessing	NOUN
cana-5848	114	20	was	be	AUX
cana-5848	114	21	conducted	conduct	VERB
cana-5848	114	22	:	:	PUNCT
cana-5848	114	23	•	•	NUM
cana-5848	114	24	normalization	normalization	NOUN
cana-5848	114	25	:	:	PUNCT
cana-5848	114	26	biomarker	biomarker	NOUN
cana-5848	114	27	values	value	NOUN
cana-5848	114	28	were	be	AUX
cana-5848	114	29	scaled	scale	VERB
cana-5848	114	30	into	into	ADP
cana-5848	114	31	comparable	comparable	ADJ
cana-5848	114	32	linguistic	linguistic	ADJ
cana-5848	114	33	categories	category	NOUN
cana-5848	114	34	such	such	ADJ
cana-5848	114	35	as	as	ADP
cana-5848	114	36	low	low	ADJ
cana-5848	114	37	,	,	PUNCT
cana-5848	114	38	medium	medium	ADJ
cana-5848	114	39	,	,	PUNCT
cana-5848	114	40	and	and	CCONJ
cana-5848	114	41	high	high	ADV
cana-5848	114	42	using	use	VERB
cana-5848	114	43	clinically	clinically	ADV
cana-5848	114	44	accepted	accept	VERB
cana-5848	114	45	thresholds	threshold	NOUN
cana-5848	114	46	.	.	PUNCT
cana-5848	115	1	•	•	NUM
cana-5848	115	2	categorization	categorization	NOUN
cana-5848	115	3	:	:	PUNCT
cana-5848	115	4	age	age	NOUN
cana-5848	115	5	was	be	AUX
cana-5848	115	6	categorized	categorize	VERB
cana-5848	115	7	into	into	ADP
cana-5848	115	8	young	young	ADJ
cana-5848	115	9	adult	adult	NOUN
cana-5848	115	10	,	,	PUNCT
cana-5848	115	11	middle	middle	NOUN
cana-5848	115	12	-	-	PUNCT
cana-5848	115	13	aged	aged	ADJ
cana-5848	115	14	,	,	PUNCT
cana-5848	115	15	and	and	CCONJ
cana-5848	115	16	elderly	elderly	ADJ
cana-5848	115	17	.	.	PUNCT
cana-5848	116	1	•	•	NUM
cana-5848	116	2	symptom	symptom	NOUN
cana-5848	116	3	quantification	quantification	NOUN
cana-5848	116	4	:	:	PUNCT
cana-5848	116	5	subjective	subjective	ADJ
cana-5848	116	6	symptoms	symptom	NOUN
cana-5848	116	7	were	be	AUX
cana-5848	116	8	quantified	quantify	VERB
cana-5848	116	9	via	via	ADP
cana-5848	116	10	a	a	DET
cana-5848	116	11	scoring	scoring	NOUN
cana-5848	116	12	rubric	rubric	ADJ
cana-5848	116	13	(	(	PUNCT
cana-5848	116	14	0–10	0–10	NOUN
cana-5848	116	15	scale	scale	NOUN
cana-5848	116	16	)	)	PUNCT
cana-5848	116	17	and	and	CCONJ
cana-5848	116	18	mapped	map	VERB
cana-5848	116	19	to	to	ADP
cana-5848	116	20	fuzzy	fuzzy	ADJ
cana-5848	116	21	linguistic	linguistic	ADJ
cana-5848	116	22	labels	label	NOUN
cana-5848	116	23	.	.	PUNCT
cana-5848	117	1	•	•	NUM
cana-5848	117	2	missing	miss	VERB
cana-5848	117	3	values	value	NOUN
cana-5848	117	4	:	:	PUNCT
cana-5848	117	5	minor	minor	ADJ
cana-5848	117	6	missing	missing	ADJ
cana-5848	117	7	entries	entry	NOUN
cana-5848	117	8	were	be	AUX
cana-5848	117	9	addressed	address	VERB
cana-5848	117	10	using	use	VERB
cana-5848	117	11	expert	expert	NOUN
cana-5848	117	12	-	-	PUNCT
cana-5848	117	13	guided	guide	VERB
cana-5848	117	14	imputation	imputation	NOUN
cana-5848	117	15	or	or	CCONJ
cana-5848	117	16	removed	remove	VERB
cana-5848	117	17	if	if	SCONJ
cana-5848	117	18	ambiguity	ambiguity	NOUN
cana-5848	117	19	persisted	persist	VERB
cana-5848	117	20	.	.	PUNCT
cana-5848	118	1	6.3	6.3	NUM
cana-5848	118	2	software	software	NOUN
cana-5848	118	3	and	and	CCONJ
cana-5848	118	4	tools	tool	NOUN
cana-5848	118	5	:	:	PUNCT
cana-5848	118	6	the	the	DET
cana-5848	118	7	system	system	NOUN
cana-5848	118	8	was	be	AUX
cana-5848	118	9	implemented	implement	VERB
cana-5848	118	10	using	use	VERB
cana-5848	118	11	a	a	DET
cana-5848	118	12	combination	combination	NOUN
cana-5848	118	13	of	of	ADP
cana-5848	118	14	software	software	NOUN
cana-5848	118	15	tools	tool	NOUN
cana-5848	118	16	and	and	CCONJ
cana-5848	118	17	frameworks	framework	NOUN
cana-5848	118	18	:	:	PUNCT
cana-5848	118	19	tool	tool	NOUN
cana-5848	118	20	purpose	purpose	NOUN
cana-5848	118	21	matlab	matlab	PROPN
cana-5848	118	22	(	(	PUNCT
cana-5848	118	23	fuzzy	fuzzy	ADJ
cana-5848	118	24	logic	logic	NOUN
cana-5848	118	25	toolbox	toolbox	NOUN
cana-5848	118	26	)	)	PUNCT
cana-5848	118	27	design	design	NOUN
cana-5848	118	28	and	and	CCONJ
cana-5848	118	29	simulation	simulation	NOUN
cana-5848	118	30	of	of	ADP
cana-5848	118	31	mamdani	mamdani	PROPN
cana-5848	118	32	/	/	SYM
cana-5848	118	33	sugeno	sugeno	NOUN
cana-5848	118	34	systems	system	NOUN
cana-5848	118	35	python	python	NOUN
cana-5848	118	36	(	(	PUNCT
cana-5848	118	37	numpy	numpy	NOUN
cana-5848	118	38	,	,	PUNCT
cana-5848	118	39	scikit	scikit	NOUN
cana-5848	118	40	-	-	PUNCT
cana-5848	118	41	fuzzy	fuzzy	ADJ
cana-5848	118	42	)	)	PUNCT
cana-5848	118	43	data	datum	NOUN
cana-5848	118	44	preprocessing	preprocessing	NOUN
cana-5848	118	45	,	,	PUNCT
cana-5848	118	46	fuzzy	fuzzy	ADJ
cana-5848	118	47	soft	soft	ADJ
cana-5848	118	48	set	set	NOUN
cana-5848	118	49	modeling	model	VERB
cana-5848	118	50	microsoft	microsoft	PROPN
cana-5848	118	51	excel	excel	VERB
cana-5848	118	52	tabular	tabular	PROPN
cana-5848	118	53	mapping	mapping	NOUN
cana-5848	118	54	,	,	PUNCT
cana-5848	118	55	rule	rule	NOUN
cana-5848	118	56	matrix	matrix	NOUN
cana-5848	118	57	development	development	NOUN
cana-5848	118	58	originlab	originlab	PROPN
cana-5848	118	59	&	&	CCONJ
cana-5848	118	60	seaborn	seaborn	PROPN
cana-5848	118	61	graph	graph	PROPN
cana-5848	118	62	and	and	CCONJ
cana-5848	118	63	roc	roc	PROPN
cana-5848	118	64	curve	curve	NOUN
cana-5848	118	65	generation	generation	NOUN
cana-5848	118	66	all	all	DET
cana-5848	118	67	simulations	simulation	NOUN
cana-5848	118	68	were	be	AUX
cana-5848	118	69	conducted	conduct	VERB
cana-5848	118	70	on	on	ADP
cana-5848	118	71	a	a	DET
cana-5848	118	72	windows	window	NOUN
cana-5848	118	73	11	11	NUM
cana-5848	118	74	workstation	workstation	NOUN
cana-5848	118	75	with	with	ADP
cana-5848	118	76	32	32	NUM
cana-5848	118	77	gb	gb	NOUN
cana-5848	118	78	ram	ram	NOUN
cana-5848	118	79	and	and	CCONJ
cana-5848	118	80	intel	intel	PROPN
cana-5848	118	81	core	core	NOUN
cana-5848	118	82	i9	i9	NOUN
cana-5848	118	83	processor	processor	NOUN
cana-5848	118	84	to	to	PART
cana-5848	118	85	ensure	ensure	VERB
cana-5848	118	86	computational	computational	ADJ
cana-5848	118	87	reliability	reliability	NOUN
cana-5848	118	88	.	.	PUNCT
cana-5848	119	1	6.4	6.4	NUM
cana-5848	119	2	fuzzy	fuzzy	ADJ
cana-5848	119	3	inference	inference	NOUN
cana-5848	119	4	system	system	NOUN
cana-5848	119	5	configuration	configuration	NOUN
cana-5848	119	6	:	:	PUNCT
cana-5848	119	7	two	two	NUM
cana-5848	119	8	parallel	parallel	ADJ
cana-5848	119	9	fuzzy	fuzzy	ADJ
cana-5848	119	10	inference	inference	NOUN
cana-5848	119	11	models	model	NOUN
cana-5848	119	12	were	be	AUX
cana-5848	119	13	developed	develop	VERB
cana-5848	119	14	:	:	PUNCT
cana-5848	119	15	•	•	NUM
cana-5848	119	16	mamdani	mamdani	PROPN
cana-5848	119	17	model	model	NOUN
cana-5848	119	18	:	:	PUNCT
cana-5848	119	19	•	•	NUM
cana-5848	119	20	linguistic	linguistic	ADJ
cana-5848	119	21	rules	rule	NOUN
cana-5848	119	22	defined	define	VERB
cana-5848	119	23	by	by	ADP
cana-5848	119	24	oncologists	oncologist	NOUN
cana-5848	119	25	.	.	PUNCT
cana-5848	120	1	•	•	NUM
cana-5848	120	2	trapezoidal	trapezoidal	ADJ
cana-5848	120	3	and	and	CCONJ
cana-5848	120	4	triangular	triangular	NOUN
cana-5848	120	5	membership	membership	NOUN
cana-5848	120	6	functions	function	NOUN
cana-5848	120	7	used	use	VERB
cana-5848	120	8	for	for	ADP
cana-5848	120	9	inputs	input	NOUN
cana-5848	120	10	and	and	CCONJ
cana-5848	120	11	outputs	output	NOUN
cana-5848	120	12	.	.	PUNCT
cana-5848	121	1	•	•	NUM
cana-5848	121	2	centroid	centroid	NOUN
cana-5848	121	3	-	-	PUNCT
cana-5848	121	4	based	base	VERB
cana-5848	121	5	defuzzification	defuzzification	NOUN
cana-5848	121	6	used	use	VERB
cana-5848	121	7	for	for	ADP
cana-5848	121	8	output	output	NOUN
cana-5848	121	9	interpretation	interpretation	NOUN
cana-5848	121	10	.	.	PUNCT
cana-5848	122	1	•	•	NUM
cana-5848	122	2	sugeno	sugeno	PROPN
cana-5848	122	3	model	model	NOUN
cana-5848	122	4	:	:	PUNCT
cana-5848	122	5	•	•	NUM
cana-5848	122	6	linguistic	linguistic	ADJ
cana-5848	122	7	rule	rule	NOUN
cana-5848	122	8	antecedents	antecedent	NOUN
cana-5848	122	9	.	.	PUNCT
cana-5848	123	1	•	•	NUM
cana-5848	123	2	output	output	NOUN
cana-5848	123	3	modeled	model	VERB
cana-5848	123	4	as	as	ADP
cana-5848	123	5	constant	constant	ADJ
cana-5848	123	6	and	and	CCONJ
cana-5848	123	7	first	first	ADJ
cana-5848	123	8	-	-	PUNCT
cana-5848	123	9	order	order	NOUN
cana-5848	123	10	functions	function	NOUN
cana-5848	123	11	based	base	VERB
cana-5848	123	12	on	on	ADP
cana-5848	123	13	expert	expert	NOUN
cana-5848	123	14	-	-	PUNCT
cana-5848	123	15	derived	derive	VERB
cana-5848	123	16	weights	weight	NOUN
cana-5848	123	17	.	.	PUNCT
cana-5848	124	1	•	•	NUM
cana-5848	124	2	output	output	NOUN
cana-5848	124	3	aggregation	aggregation	NOUN
cana-5848	124	4	using	use	VERB
cana-5848	124	5	weighted	weight	VERB
cana-5848	124	6	average	average	ADJ
cana-5848	124	7	technique	technique	NOUN
cana-5848	124	8	.	.	PUNCT
cana-5848	125	1	each	each	DET
cana-5848	125	2	system	system	NOUN
cana-5848	125	3	used	use	VERB
cana-5848	125	4	the	the	DET
cana-5848	125	5	same	same	ADJ
cana-5848	125	6	inputs	input	NOUN
cana-5848	125	7	,	,	PUNCT
cana-5848	125	8	rule	rule	NOUN
cana-5848	125	9	sets	set	NOUN
cana-5848	125	10	,	,	PUNCT
cana-5848	125	11	and	and	CCONJ
cana-5848	125	12	membership	membership	NOUN
cana-5848	125	13	parameters	parameter	NOUN
cana-5848	125	14	to	to	PART
cana-5848	125	15	ensure	ensure	VERB
cana-5848	125	16	experimental	experimental	ADJ
cana-5848	125	17	parity	parity	NOUN
cana-5848	125	18	.	.	PUNCT
cana-5848	126	1	communications	communication	NOUN
cana-5848	126	2	on	on	ADP
cana-5848	126	3	applied	apply	VERB
cana-5848	126	4	nonlinear	nonlinear	ADJ
cana-5848	126	5	analysis	analysis	NOUN
cana-5848	126	6	issn	issn	NOUN
cana-5848	126	7	:	:	PUNCT
cana-5848	126	8	1074	1074	NUM
cana-5848	126	9	-	-	PUNCT
cana-5848	126	10	133x	133x	NUM
cana-5848	126	11	vol	vol	NOUN
cana-5848	126	12	30	30	NUM
cana-5848	126	13	no	no	NOUN
cana-5848	126	14	.	.	NOUN
cana-5848	126	15	4	4	NUM
cana-5848	126	16	(	(	PUNCT
cana-5848	126	17	2023	2023	NUM
cana-5848	126	18	)	)	PUNCT
cana-5848	126	19	191	191	NUM
cana-5848	126	20	https://internationalpubls.com	https://internationalpubls.com	X
cana-5848	126	21	6.5	6.5	NUM
cana-5848	126	22	validation	validation	NOUN
cana-5848	126	23	and	and	CCONJ
cana-5848	126	24	test	test	NOUN
cana-5848	126	25	strategy	strategy	NOUN
cana-5848	126	26	:	:	PUNCT
cana-5848	126	27	to	to	PART
cana-5848	126	28	assess	assess	VERB
cana-5848	126	29	the	the	DET
cana-5848	126	30	generalization	generalization	NOUN
cana-5848	126	31	ability	ability	NOUN
cana-5848	126	32	of	of	ADP
cana-5848	126	33	each	each	DET
cana-5848	126	34	system	system	NOUN
cana-5848	126	35	:	:	PUNCT
cana-5848	126	36	•	•	ADP
cana-5848	126	37	the	the	DET
cana-5848	126	38	dataset	dataset	NOUN
cana-5848	126	39	was	be	AUX
cana-5848	126	40	split	split	VERB
cana-5848	126	41	into	into	ADP
cana-5848	126	42	training	training	NOUN
cana-5848	126	43	(	(	PUNCT
cana-5848	126	44	70	70	NUM
cana-5848	126	45	%	%	NOUN
cana-5848	126	46	)	)	PUNCT
cana-5848	126	47	and	and	CCONJ
cana-5848	126	48	testing	testing	NOUN
cana-5848	126	49	(	(	PUNCT
cana-5848	126	50	30	30	NUM
cana-5848	126	51	%	%	NOUN
cana-5848	126	52	)	)	PUNCT
cana-5848	126	53	sets	set	NOUN
cana-5848	126	54	.	.	PUNCT
cana-5848	127	1	•	•	NUM
cana-5848	127	2	10	10	NUM
cana-5848	127	3	-	-	ADJ
cana-5848	127	4	fold	fold	ADJ
cana-5848	127	5	cross	cross	NOUN
cana-5848	127	6	-	-	ADJ
cana-5848	127	7	validation	validation	NOUN
cana-5848	127	8	was	be	AUX
cana-5848	127	9	used	use	VERB
cana-5848	127	10	to	to	PART
cana-5848	127	11	avoid	avoid	VERB
cana-5848	127	12	overfitting	overfitte	VERB
cana-5848	127	13	and	and	CCONJ
cana-5848	127	14	ensure	ensure	VERB
cana-5848	127	15	statistical	statistical	ADJ
cana-5848	127	16	robustness	robustness	NOUN
cana-5848	127	17	.	.	PUNCT
cana-5848	128	1	•	•	NOUN
cana-5848	128	2	performance	performance	NOUN
cana-5848	128	3	metrics	metric	NOUN
cana-5848	128	4	included	include	VERB
cana-5848	128	5	classification	classification	NOUN
cana-5848	128	6	accuracy	accuracy	NOUN
cana-5848	128	7	,	,	PUNCT
cana-5848	128	8	sensitivity	sensitivity	NOUN
cana-5848	128	9	,	,	PUNCT
cana-5848	128	10	specificity	specificity	NOUN
cana-5848	128	11	,	,	PUNCT
cana-5848	128	12	precision	precision	NOUN
cana-5848	128	13	,	,	PUNCT
cana-5848	128	14	f1	f1	NOUN
cana-5848	128	15	score	score	NOUN
cana-5848	128	16	,	,	PUNCT
cana-5848	128	17	and	and	CCONJ
cana-5848	128	18	auc	auc	NOUN
cana-5848	128	19	-	-	PUNCT
cana-5848	128	20	roc	roc	NOUN
cana-5848	128	21	.	.	PUNCT
cana-5848	129	1	additionally	additionally	ADV
cana-5848	129	2	,	,	PUNCT
cana-5848	129	3	expert	expert	ADJ
cana-5848	129	4	reviews	review	NOUN
cana-5848	129	5	from	from	ADP
cana-5848	129	6	oncologists	oncologist	NOUN
cana-5848	129	7	were	be	AUX
cana-5848	129	8	used	use	VERB
cana-5848	129	9	to	to	PART
cana-5848	129	10	evaluate	evaluate	VERB
cana-5848	129	11	the	the	DET
cana-5848	129	12	interpretability	interpretability	NOUN
cana-5848	129	13	and	and	CCONJ
cana-5848	129	14	practical	practical	ADJ
cana-5848	129	15	usability	usability	NOUN
cana-5848	129	16	of	of	ADP
cana-5848	129	17	each	each	DET
cana-5848	129	18	model	model	NOUN
cana-5848	129	19	's	's	PART
cana-5848	129	20	decisions	decision	NOUN
cana-5848	129	21	.	.	PUNCT
cana-5848	130	1	table	table	NOUN
cana-5848	130	2	:	:	PUNCT
cana-5848	130	3	quantitative	quantitative	ADJ
cana-5848	130	4	performance	performance	NOUN
cana-5848	130	5	comparison	comparison	NOUN
cana-5848	130	6	metric	metric	ADJ
cana-5848	130	7	mamdani	mamdani	PROPN
cana-5848	130	8	fis	fis	PROPN
cana-5848	130	9	sugeno	sugeno	PROPN
cana-5848	130	10	fis	fis	PROPN
cana-5848	130	11	accuracy	accuracy	NOUN
cana-5848	130	12	86.0	86.0	NUM
cana-5848	130	13	%	%	NOUN
cana-5848	130	14	91.0	91.0	NUM
cana-5848	130	15	%	%	NOUN
cana-5848	130	16	sensitivity	sensitivity	NOUN
cana-5848	130	17	(	(	PUNCT
cana-5848	130	18	recall	recall	NOUN
cana-5848	130	19	)	)	PUNCT
cana-5848	130	20	84.0	84.0	NUM
cana-5848	130	21	%	%	NOUN
cana-5848	130	22	93.0	93.0	NUM
cana-5848	130	23	%	%	NOUN
cana-5848	130	24	specificity	specificity	NOUN
cana-5848	130	25	87.0	87.0	NUM
cana-5848	130	26	%	%	NOUN
cana-5848	130	27	89.0	89.0	NUM
cana-5848	130	28	%	%	NOUN
cana-5848	130	29	f1	f1	NOUN
cana-5848	130	30	score	score	NOUN
cana-5848	130	31	85.0	85.0	NUM
cana-5848	130	32	%	%	NOUN
cana-5848	130	33	91.0	91.0	NUM
cana-5848	130	34	%	%	NOUN
cana-5848	130	35	auc	auc	NOUN
cana-5848	130	36	-	-	PUNCT
cana-5848	130	37	roc	roc	NOUN
cana-5848	130	38	88.0	88.0	NUM
cana-5848	130	39	%	%	NOUN
cana-5848	130	40	94.0	94.0	NUM
cana-5848	130	41	%	%	NOUN
cana-5848	130	42	interpretation	interpretation	NOUN
cana-5848	130	43	:	:	PUNCT
cana-5848	130	44	sugeno	sugeno	PROPN
cana-5848	130	45	fis	fis	PROPN
cana-5848	130	46	consistently	consistently	ADV
cana-5848	130	47	outperforms	outperform	VERB
cana-5848	130	48	mamdani	mamdani	NOUN
cana-5848	130	49	in	in	ADP
cana-5848	130	50	all	all	DET
cana-5848	130	51	metrics	metric	NOUN
cana-5848	130	52	except	except	SCONJ
cana-5848	130	53	specificity	specificity	NOUN
cana-5848	130	54	,	,	PUNCT
cana-5848	130	55	where	where	SCONJ
cana-5848	130	56	mamdani	mamdani	PROPN
cana-5848	130	57	holds	hold	VERB
cana-5848	130	58	a	a	DET
cana-5848	130	59	slight	slight	ADJ
cana-5848	130	60	edge	edge	NOUN
cana-5848	130	61	.	.	PUNCT
cana-5848	131	1	this	this	PRON
cana-5848	131	2	suggests	suggest	VERB
cana-5848	131	3	sugeno	sugeno	NOUN
cana-5848	131	4	is	be	AUX
cana-5848	131	5	better	well	ADJ
cana-5848	131	6	at	at	ADP
cana-5848	131	7	identifying	identify	VERB
cana-5848	131	8	true	true	ADJ
cana-5848	131	9	positives	positive	NOUN
cana-5848	131	10	,	,	PUNCT
cana-5848	131	11	making	make	VERB
cana-5848	131	12	it	it	PRON
cana-5848	131	13	more	more	ADV
cana-5848	131	14	effective	effective	ADJ
cana-5848	131	15	for	for	ADP
cana-5848	131	16	early	early	ADJ
cana-5848	131	17	cancer	cancer	NOUN
cana-5848	131	18	risk	risk	NOUN
cana-5848	131	19	detection	detection	NOUN
cana-5848	131	20	.	.	PUNCT
cana-5848	132	1	table	table	NOUN
cana-5848	132	2	:	:	PUNCT
cana-5848	132	3	qualitative	qualitative	ADJ
cana-5848	132	4	comparison	comparison	NOUN
cana-5848	132	5	of	of	ADP
cana-5848	132	6	controller	controller	NOUN
cana-5848	132	7	behavior	behavior	NOUN
cana-5848	132	8	:	:	PUNCT
cana-5848	132	9	feature	feature	NOUN
cana-5848	132	10	mamdani	mamdani	PROPN
cana-5848	132	11	fis	fis	PROPN
cana-5848	132	12	sugeno	sugeno	PROPN
cana-5848	132	13	fis	fis	PROPN
cana-5848	132	14	rule	rule	NOUN
cana-5848	132	15	interpretability	interpretability	NOUN
cana-5848	132	16	high	high	ADJ
cana-5848	132	17	–	–	PUNCT
cana-5848	132	18	rules	rule	NOUN
cana-5848	132	19	are	be	AUX
cana-5848	132	20	linguistic	linguistic	ADJ
cana-5848	132	21	and	and	CCONJ
cana-5848	132	22	human	human	ADJ
cana-5848	132	23	-	-	PUNCT
cana-5848	132	24	friendly	friendly	ADJ
cana-5848	132	25	moderate	moderate	ADJ
cana-5848	132	26	–	–	PUNCT
cana-5848	132	27	rule	rule	NOUN
cana-5848	132	28	output	output	NOUN
cana-5848	132	29	is	be	AUX
cana-5848	132	30	numeric	numeric	ADJ
cana-5848	132	31	computational	computational	ADJ
cana-5848	132	32	overhead	overhead	NOUN
cana-5848	132	33	higher	high	ADJ
cana-5848	132	34	due	due	ADP
cana-5848	132	35	to	to	ADP
cana-5848	132	36	defuzzification	defuzzification	NOUN
cana-5848	132	37	lower	low	ADJ
cana-5848	132	38	due	due	ADJ
cana-5848	132	39	to	to	ADP
cana-5848	132	40	direct	direct	ADJ
cana-5848	132	41	output	output	NOUN
cana-5848	132	42	computation	computation	NOUN
cana-5848	132	43	output	output	NOUN
cana-5848	132	44	form	form	NOUN
cana-5848	132	45	fuzzy	fuzzy	ADJ
cana-5848	132	46	(	(	PUNCT
cana-5848	132	47	linguistic	linguistic	ADJ
cana-5848	132	48	)	)	PUNCT
cana-5848	132	49	crisp	crisp	ADJ
cana-5848	132	50	(	(	PUNCT
cana-5848	132	51	numerical	numerical	ADJ
cana-5848	132	52	)	)	PUNCT
cana-5848	132	53	ease	ease	NOUN
cana-5848	132	54	of	of	ADP
cana-5848	132	55	optimization	optimization	NOUN
cana-5848	132	56	less	less	ADV
cana-5848	132	57	flexible	flexible	ADJ
cana-5848	132	58	easily	easily	ADV
cana-5848	132	59	tuned	tune	VERB
cana-5848	132	60	with	with	ADP
cana-5848	132	61	optimization	optimization	NOUN
cana-5848	132	62	techniques	technique	NOUN
cana-5848	132	63	suitability	suitability	NOUN
cana-5848	132	64	for	for	ADP
cana-5848	132	65	medical	medical	ADJ
cana-5848	132	66	staff	staff	NOUN
cana-5848	132	67	excellent	excellent	ADJ
cana-5848	132	68	for	for	ADP
cana-5848	132	69	explanation	explanation	NOUN
cana-5848	132	70	-	-	PUNCT
cana-5848	132	71	based	base	VERB
cana-5848	132	72	systems	system	NOUN
cana-5848	132	73	better	well	ADV
cana-5848	132	74	for	for	ADP
cana-5848	132	75	automated	automate	VERB
cana-5848	132	76	diagnostic	diagnostic	ADJ
cana-5848	132	77	systems	system	NOUN
cana-5848	132	78	adaptability	adaptability	NOUN
cana-5848	132	79	limited	limit	VERB
cana-5848	132	80	high	high	ADJ
cana-5848	132	81	–	–	PUNCT
cana-5848	132	82	integrates	integrate	NOUN
cana-5848	132	83	well	well	ADV
cana-5848	132	84	with	with	ADP
cana-5848	132	85	adaptive	adaptive	ADJ
cana-5848	132	86	models	model	NOUN
cana-5848	132	87	7	7	NUM
cana-5848	132	88	.	.	PUNCT
cana-5848	133	1	data	datum	NOUN
cana-5848	133	2	analysis	analysis	NOUN
cana-5848	133	3	:	:	PUNCT
cana-5848	133	4	this	this	DET
cana-5848	133	5	section	section	NOUN
cana-5848	133	6	presents	present	VERB
cana-5848	133	7	a	a	DET
cana-5848	133	8	detailed	detailed	ADJ
cana-5848	133	9	analysis	analysis	NOUN
cana-5848	133	10	of	of	ADP
cana-5848	133	11	the	the	DET
cana-5848	133	12	experimental	experimental	ADJ
cana-5848	133	13	results	result	NOUN
cana-5848	133	14	obtained	obtain	VERB
cana-5848	133	15	from	from	ADP
cana-5848	133	16	applying	apply	VERB
cana-5848	133	17	mamdani	mamdani	NOUN
cana-5848	133	18	and	and	CCONJ
cana-5848	133	19	sugeno	sugeno	VERB
cana-5848	133	20	fuzzy	fuzzy	ADJ
cana-5848	133	21	inference	inference	NOUN
cana-5848	133	22	systems	system	NOUN
cana-5848	133	23	(	(	PUNCT
cana-5848	133	24	fis	fis	PROPN
cana-5848	133	25	)	)	PUNCT
cana-5848	133	26	within	within	ADP
cana-5848	133	27	a	a	DET
cana-5848	133	28	fuzzy	fuzzy	ADJ
cana-5848	133	29	soft	soft	ADJ
cana-5848	133	30	framework	framework	NOUN
cana-5848	133	31	.	.	PUNCT
cana-5848	134	1	the	the	DET
cana-5848	134	2	objective	objective	NOUN
cana-5848	134	3	is	be	AUX
cana-5848	134	4	to	to	PART
cana-5848	134	5	assess	assess	VERB
cana-5848	134	6	how	how	SCONJ
cana-5848	134	7	well	well	ADV
cana-5848	134	8	each	each	DET
cana-5848	134	9	controller	controller	NOUN
cana-5848	134	10	handles	handle	VERB
cana-5848	134	11	uncertain	uncertain	ADJ
cana-5848	134	12	,	,	PUNCT
cana-5848	134	13	imprecise	imprecise	ADV
cana-5848	134	14	clinical	clinical	ADJ
cana-5848	134	15	data	datum	NOUN
cana-5848	134	16	and	and	CCONJ
cana-5848	134	17	differentiates	differentiate	NOUN
cana-5848	134	18	between	between	ADP
cana-5848	134	19	highand	highand	ADJ
cana-5848	134	20	low	low	ADJ
cana-5848	134	21	-	-	PUNCT
cana-5848	134	22	risk	risk	NOUN
cana-5848	134	23	cancer	cancer	NOUN
cana-5848	134	24	cases	case	NOUN
cana-5848	134	25	based	base	VERB
cana-5848	134	26	on	on	ADP
cana-5848	134	27	various	various	ADJ
cana-5848	134	28	physiological	physiological	ADJ
cana-5848	134	29	and	and	CCONJ
cana-5848	134	30	symptomatic	symptomatic	ADJ
cana-5848	134	31	parameters	parameter	NOUN
cana-5848	134	32	.	.	PUNCT
cana-5848	135	1	7.1	7.1	NUM
cana-5848	135	2	descriptive	descriptive	ADJ
cana-5848	135	3	statistics	statistic	NOUN
cana-5848	135	4	of	of	ADP
cana-5848	135	5	dataset	dataset	NOUN
cana-5848	135	6	:	:	PUNCT
cana-5848	135	7	the	the	DET
cana-5848	135	8	clinical	clinical	ADJ
cana-5848	135	9	dataset	dataset	NOUN
cana-5848	135	10	used	use	VERB
cana-5848	135	11	in	in	ADP
cana-5848	135	12	this	this	DET
cana-5848	135	13	study	study	NOUN
cana-5848	135	14	includes	include	VERB
cana-5848	135	15	120	120	NUM
cana-5848	135	16	patient	patient	ADJ
cana-5848	135	17	records	record	NOUN
cana-5848	135	18	,	,	PUNCT
cana-5848	135	19	with	with	ADP
cana-5848	135	20	balanced	balanced	ADJ
cana-5848	135	21	representation	representation	NOUN
cana-5848	135	22	of	of	ADP
cana-5848	135	23	both	both	CCONJ
cana-5848	135	24	gastric	gastric	ADJ
cana-5848	135	25	and	and	CCONJ
cana-5848	135	26	prostate	prostate	NOUN
cana-5848	135	27	cancer	cancer	NOUN
cana-5848	135	28	cases	case	NOUN
cana-5848	135	29	.	.	PUNCT
cana-5848	136	1	descriptive	descriptive	ADJ
cana-5848	136	2	statistics	statistic	NOUN
cana-5848	136	3	for	for	ADP
cana-5848	136	4	the	the	DET
cana-5848	136	5	key	key	ADJ
cana-5848	136	6	variables	variable	NOUN
cana-5848	136	7	are	be	AUX
cana-5848	136	8	presented	present	VERB
cana-5848	136	9	below	below	ADP
cana-5848	136	10	:	:	PUNCT
cana-5848	136	11	communications	communication	NOUN
cana-5848	136	12	on	on	ADP
cana-5848	136	13	applied	apply	VERB
cana-5848	136	14	nonlinear	nonlinear	ADJ
cana-5848	136	15	analysis	analysis	NOUN
cana-5848	136	16	issn	issn	NOUN
cana-5848	136	17	:	:	PUNCT
cana-5848	136	18	1074	1074	NUM
cana-5848	136	19	-	-	PUNCT
cana-5848	136	20	133x	133x	NUM
cana-5848	136	21	vol	vol	NOUN
cana-5848	136	22	30	30	NUM
cana-5848	136	23	no	no	NOUN
cana-5848	136	24	.	.	NOUN
cana-5848	136	25	4	4	NUM
cana-5848	136	26	(	(	PUNCT
cana-5848	136	27	2023	2023	NUM
cana-5848	136	28	)	)	PUNCT
cana-5848	136	29	192	192	NUM
cana-5848	136	30	https://internationalpubls.com	https://internationalpubls.com	X
cana-5848	136	31	table	table	NOUN
cana-5848	136	32	:	:	PUNCT
cana-5848	136	33	summary	summary	NOUN
cana-5848	136	34	statistics	statistic	NOUN
cana-5848	136	35	of	of	ADP
cana-5848	136	36	input	input	NOUN
cana-5848	136	37	features	feature	NOUN
cana-5848	136	38	feature	feature	VERB
cana-5848	136	39	min	min	PROPN
cana-5848	136	40	max	max	PROPN
cana-5848	136	41	mean	mean	VERB
cana-5848	136	42	standard	standard	ADJ
cana-5848	136	43	deviation	deviation	NOUN
cana-5848	136	44	age	age	NOUN
cana-5848	136	45	(	(	PUNCT
cana-5848	136	46	years	year	NOUN
cana-5848	136	47	)	)	PUNCT
cana-5848	136	48	42	42	NUM
cana-5848	136	49	85	85	NUM
cana-5848	136	50	63.2	63.2	NUM
cana-5848	136	51	9.4	9.4	NUM
cana-5848	136	52	psa	psa	NOUN
cana-5848	136	53	(	(	PUNCT
cana-5848	136	54	ng	ng	PROPN
cana-5848	136	55	/	/	SYM
cana-5848	136	56	ml	ml	NOUN
cana-5848	136	57	)	)	PUNCT
cana-5848	136	58	0.5	0.5	NUM
cana-5848	136	59	38.1	38.1	NUM
cana-5848	136	60	12.4	12.4	NUM
cana-5848	136	61	7.8	7.8	NUM
cana-5848	136	62	cea	cea	PROPN
cana-5848	136	63	(	(	PUNCT
cana-5848	136	64	ng	ng	PROPN
cana-5848	136	65	/	/	SYM
cana-5848	136	66	ml	ml	PROPN
cana-5848	136	67	)	)	PUNCT
cana-5848	136	68	0.2	0.2	NUM
cana-5848	136	69	16.4	16.4	NUM
cana-5848	136	70	5.1	5.1	NUM
cana-5848	136	71	4.2	4.2	NUM
cana-5848	137	1	ca19	ca19	PROPN
cana-5848	137	2	-	-	PUNCT
cana-5848	137	3	9	9	NUM
cana-5848	137	4	(	(	PUNCT
cana-5848	137	5	u	u	NOUN
cana-5848	137	6	/	/	SYM
cana-5848	137	7	ml	ml	VERB
cana-5848	137	8	)	)	PUNCT
cana-5848	137	9	2.0	2.0	NUM
cana-5848	137	10	82.0	82.0	NUM
cana-5848	137	11	21.7	21.7	NUM
cana-5848	137	12	15.5	15.5	NUM
cana-5848	137	13	symptom	symptom	NOUN
cana-5848	137	14	index	index	NOUN
cana-5848	137	15	1.0	1.0	NUM
cana-5848	137	16	9.0	9.0	NUM
cana-5848	137	17	5.6	5.6	NUM
cana-5848	137	18	2.1	2.1	NUM
cana-5848	137	19	these	these	DET
cana-5848	137	20	values	value	NOUN
cana-5848	137	21	were	be	AUX
cana-5848	137	22	then	then	ADV
cana-5848	137	23	transformed	transform	VERB
cana-5848	137	24	into	into	ADP
cana-5848	137	25	linguistic	linguistic	ADJ
cana-5848	137	26	categories	category	NOUN
cana-5848	137	27	(	(	PUNCT
cana-5848	137	28	e.g.	e.g.	ADV
cana-5848	137	29	,	,	PUNCT
cana-5848	137	30	low	low	ADJ
cana-5848	137	31	,	,	PUNCT
cana-5848	137	32	medium	medium	ADJ
cana-5848	137	33	,	,	PUNCT
cana-5848	137	34	high	high	ADJ
cana-5848	137	35	)	)	PUNCT
cana-5848	137	36	using	use	VERB
cana-5848	137	37	predefined	predefine	VERB
cana-5848	137	38	fuzzification	fuzzification	NOUN
cana-5848	137	39	thresholds	threshold	NOUN
cana-5848	137	40	.	.	PUNCT
cana-5848	138	1	7.2	7.2	NUM
cana-5848	138	2	risk	risk	NOUN
cana-5848	138	3	classification	classification	NOUN
cana-5848	138	4	distribution	distribution	NOUN
cana-5848	138	5	:	:	PUNCT
cana-5848	138	6	the	the	DET
cana-5848	138	7	dataset	dataset	NOUN
cana-5848	138	8	was	be	AUX
cana-5848	138	9	categorized	categorize	VERB
cana-5848	138	10	into	into	ADP
cana-5848	138	11	three	three	NUM
cana-5848	138	12	primary	primary	ADJ
cana-5848	138	13	risk	risk	NOUN
cana-5848	138	14	levels	level	NOUN
cana-5848	138	15	:	:	PUNCT
cana-5848	138	16	table	table	NOUN
cana-5848	138	17	:	:	PUNCT
cana-5848	138	18	distribution	distribution	NOUN
cana-5848	138	19	of	of	ADP
cana-5848	138	20	patients	patient	NOUN
cana-5848	138	21	by	by	ADP
cana-5848	138	22	risk	risk	NOUN
cana-5848	138	23	category	category	NOUN
cana-5848	138	24	risk	risk	NOUN
cana-5848	138	25	level	level	NOUN
cana-5848	138	26	no	no	INTJ
cana-5848	138	27	.	.	PUNCT
cana-5848	139	1	of	of	ADP
cana-5848	139	2	patients	patient	NOUN
cana-5848	139	3	percentage	percentage	VERB
cana-5848	139	4	low	low	ADV
cana-5848	139	5	38	38	NUM
cana-5848	139	6	31.7	31.7	NUM
cana-5848	139	7	%	%	NOUN
cana-5848	139	8	medium	medium	NOUN
cana-5848	139	9	42	42	NUM
cana-5848	139	10	35.0	35.0	NUM
cana-5848	139	11	%	%	NOUN
cana-5848	139	12	high	high	ADJ
cana-5848	139	13	40	40	NUM
cana-5848	139	14	33.3	33.3	NUM
cana-5848	139	15	%	%	NOUN
cana-5848	139	16	the	the	DET
cana-5848	139	17	relatively	relatively	ADV
cana-5848	139	18	even	even	ADJ
cana-5848	139	19	distribution	distribution	NOUN
cana-5848	139	20	supports	support	VERB
cana-5848	139	21	a	a	DET
cana-5848	139	22	balanced	balanced	ADJ
cana-5848	139	23	learning	learning	NOUN
cana-5848	139	24	process	process	NOUN
cana-5848	139	25	during	during	ADP
cana-5848	139	26	inference	inference	NOUN
cana-5848	139	27	model	model	NOUN
cana-5848	139	28	training	training	NOUN
cana-5848	139	29	.	.	PUNCT
cana-5848	140	1	7.3	7.3	NUM
cana-5848	140	2	model	model	NOUN
cana-5848	140	3	output	output	PROPN
cana-5848	140	4	comparison	comparison	NOUN
cana-5848	140	5	:	:	PUNCT
cana-5848	140	6	to	to	PART
cana-5848	140	7	evaluate	evaluate	VERB
cana-5848	140	8	the	the	DET
cana-5848	140	9	effectiveness	effectiveness	NOUN
cana-5848	140	10	of	of	ADP
cana-5848	140	11	mamdani	mamdani	NOUN
cana-5848	140	12	and	and	CCONJ
cana-5848	140	13	sugeno	sugeno	NOUN
cana-5848	140	14	fis	fis	PROPN
cana-5848	140	15	models	model	NOUN
cana-5848	140	16	,	,	PUNCT
cana-5848	140	17	both	both	PRON
cana-5848	140	18	were	be	AUX
cana-5848	140	19	tested	test	VERB
cana-5848	140	20	on	on	ADP
cana-5848	140	21	identical	identical	ADJ
cana-5848	140	22	datasets	dataset	NOUN
cana-5848	140	23	.	.	PUNCT
cana-5848	141	1	each	each	DET
cana-5848	141	2	model	model	NOUN
cana-5848	141	3	's	's	PART
cana-5848	141	4	predictions	prediction	NOUN
cana-5848	141	5	were	be	AUX
cana-5848	141	6	assessed	assess	VERB
cana-5848	141	7	using	use	VERB
cana-5848	141	8	performance	performance	NOUN
cana-5848	141	9	metrics	metric	NOUN
cana-5848	141	10	such	such	ADJ
cana-5848	141	11	as	as	ADP
cana-5848	141	12	accuracy	accuracy	NOUN
cana-5848	141	13	,	,	PUNCT
cana-5848	141	14	sensitivity	sensitivity	NOUN
cana-5848	141	15	,	,	PUNCT
cana-5848	141	16	specificity	specificity	NOUN
cana-5848	141	17	,	,	PUNCT
cana-5848	141	18	and	and	CCONJ
cana-5848	141	19	f1	f1	PROPN
cana-5848	141	20	score	score	NOUN
cana-5848	141	21	.	.	PUNCT
cana-5848	142	1	table	table	NOUN
cana-5848	142	2	:	:	PUNCT
cana-5848	142	3	quantitative	quantitative	ADJ
cana-5848	142	4	performance	performance	NOUN
cana-5848	142	5	metrics	metric	NOUN
cana-5848	142	6	:	:	PUNCT
cana-5848	142	7	metric	metric	ADJ
cana-5848	142	8	mamdani	mamdani	PROPN
cana-5848	142	9	fis	fis	PROPN
cana-5848	142	10	sugeno	sugeno	PROPN
cana-5848	142	11	fis	fis	PROPN
cana-5848	142	12	accuracy	accuracy	NOUN
cana-5848	142	13	86.0	86.0	NUM
cana-5848	142	14	%	%	NOUN
cana-5848	142	15	91.0	91.0	NUM
cana-5848	142	16	%	%	NOUN
cana-5848	142	17	sensitivity	sensitivity	NOUN
cana-5848	142	18	84.0	84.0	NUM
cana-5848	142	19	%	%	NOUN
cana-5848	142	20	93.0	93.0	NUM
cana-5848	142	21	%	%	NOUN
cana-5848	142	22	specificity	specificity	NOUN
cana-5848	142	23	87.0	87.0	NUM
cana-5848	142	24	%	%	NOUN
cana-5848	142	25	89.0	89.0	NUM
cana-5848	142	26	%	%	NOUN
cana-5848	142	27	f1	f1	NOUN
cana-5848	142	28	score	score	NOUN
cana-5848	142	29	85.0	85.0	NUM
cana-5848	142	30	%	%	NOUN
cana-5848	142	31	91.0	91.0	NUM
cana-5848	142	32	%	%	NOUN
cana-5848	142	33	auc	auc	NOUN
cana-5848	142	34	-	-	PUNCT
cana-5848	142	35	roc	roc	NOUN
cana-5848	142	36	88.0	88.0	NUM
cana-5848	142	37	%	%	NOUN
cana-5848	142	38	94.0	94.0	NUM
cana-5848	142	39	%	%	NOUN
cana-5848	142	40	insight	insight	NOUN
cana-5848	142	41	:	:	PUNCT
cana-5848	142	42	sugeno	sugeno	NOUN
cana-5848	142	43	outperformed	outperform	VERB
cana-5848	142	44	mamdani	mamdani	NOUN
cana-5848	142	45	in	in	ADP
cana-5848	142	46	four	four	NUM
cana-5848	142	47	out	out	ADP
cana-5848	142	48	of	of	ADP
cana-5848	142	49	five	five	NUM
cana-5848	142	50	categories	category	NOUN
cana-5848	142	51	.	.	PUNCT
cana-5848	143	1	although	although	SCONJ
cana-5848	143	2	mamdani	mamdani	NOUN
cana-5848	143	3	had	have	VERB
cana-5848	143	4	slightly	slightly	ADV
cana-5848	143	5	better	well	ADJ
cana-5848	143	6	specificity	specificity	NOUN
cana-5848	143	7	,	,	PUNCT
cana-5848	143	8	sugeno	sugeno	NOUN
cana-5848	143	9	demonstrated	demonstrate	VERB
cana-5848	143	10	stronger	strong	ADJ
cana-5848	143	11	sensitivity	sensitivity	NOUN
cana-5848	143	12	and	and	CCONJ
cana-5848	143	13	overall	overall	ADJ
cana-5848	143	14	accuracy	accuracy	NOUN
cana-5848	143	15	,	,	PUNCT
cana-5848	143	16	which	which	PRON
cana-5848	143	17	is	be	AUX
cana-5848	143	18	critical	critical	ADJ
cana-5848	143	19	for	for	ADP
cana-5848	143	20	early	early	ADJ
cana-5848	143	21	cancer	cancer	NOUN
cana-5848	143	22	detection	detection	NOUN
cana-5848	143	23	.	.	PUNCT
cana-5848	144	1	7.4	7.4	NUM
cana-5848	144	2	roc	roc	NOUN
cana-5848	144	3	analysis	analysis	NOUN
cana-5848	144	4	:	:	PUNCT
cana-5848	144	5	receiver	receiver	NOUN
cana-5848	144	6	operating	operate	VERB
cana-5848	144	7	characteristic	characteristic	NOUN
cana-5848	144	8	(	(	PUNCT
cana-5848	144	9	roc	roc	PROPN
cana-5848	144	10	)	)	PUNCT
cana-5848	144	11	analysis	analysis	NOUN
cana-5848	144	12	was	be	AUX
cana-5848	144	13	performed	perform	VERB
cana-5848	144	14	to	to	PART
cana-5848	144	15	examine	examine	VERB
cana-5848	144	16	each	each	DET
cana-5848	144	17	model	model	NOUN
cana-5848	144	18	’s	’s	PART
cana-5848	144	19	ability	ability	NOUN
cana-5848	144	20	to	to	PART
cana-5848	144	21	discriminate	discriminate	VERB
cana-5848	144	22	between	between	ADP
cana-5848	144	23	positive	positive	ADJ
cana-5848	144	24	and	and	CCONJ
cana-5848	144	25	negative	negative	ADJ
cana-5848	144	26	cases	case	NOUN
cana-5848	144	27	.	.	PUNCT
cana-5848	145	1	observations	observation	NOUN
cana-5848	145	2	:	:	PUNCT
cana-5848	145	3	•	•	NUM
cana-5848	145	4	sugeno	sugeno	NOUN
cana-5848	145	5	’s	’s	PART
cana-5848	145	6	roc	roc	PROPN
cana-5848	145	7	curve	curve	NOUN
cana-5848	145	8	showed	show	VERB
cana-5848	145	9	a	a	DET
cana-5848	145	10	larger	large	ADJ
cana-5848	145	11	area	area	NOUN
cana-5848	145	12	under	under	ADP
cana-5848	145	13	curve	curve	NOUN
cana-5848	145	14	(	(	PUNCT
cana-5848	145	15	auc	auc	NOUN
cana-5848	145	16	=	=	NUM
cana-5848	145	17	0.94	0.94	NUM
cana-5848	145	18	)	)	PUNCT
cana-5848	145	19	,	,	PUNCT
cana-5848	145	20	indicating	indicate	VERB
cana-5848	145	21	stronger	strong	ADJ
cana-5848	145	22	classifier	classifier	NOUN
cana-5848	145	23	performance	performance	NOUN
cana-5848	145	24	.	.	PUNCT
cana-5848	146	1	•	•	NUM
cana-5848	146	2	mamdani	mamdani	PROPN
cana-5848	146	3	’s	’s	PART
cana-5848	146	4	curve	curve	NOUN
cana-5848	146	5	,	,	PUNCT
cana-5848	146	6	while	while	SCONJ
cana-5848	146	7	still	still	ADV
cana-5848	146	8	effective	effective	ADJ
cana-5848	146	9	(	(	PUNCT
cana-5848	146	10	auc	auc	NOUN
cana-5848	146	11	=	=	NUM
cana-5848	146	12	0.88	0.88	NUM
cana-5848	146	13	)	)	PUNCT
cana-5848	146	14	,	,	PUNCT
cana-5848	146	15	had	have	VERB
cana-5848	146	16	more	more	ADV
cana-5848	146	17	false	false	ADJ
cana-5848	146	18	positives	positive	NOUN
cana-5848	146	19	in	in	ADP
cana-5848	146	20	the	the	DET
cana-5848	146	21	medium	medium	ADJ
cana-5848	146	22	-	-	PUNCT
cana-5848	146	23	risk	risk	NOUN
cana-5848	146	24	region	region	NOUN
cana-5848	146	25	.	.	PUNCT
cana-5848	147	1	communications	communication	NOUN
cana-5848	147	2	on	on	ADP
cana-5848	147	3	applied	apply	VERB
cana-5848	147	4	nonlinear	nonlinear	ADJ
cana-5848	147	5	analysis	analysis	NOUN
cana-5848	147	6	issn	issn	NOUN
cana-5848	147	7	:	:	PUNCT
cana-5848	147	8	1074	1074	NUM
cana-5848	147	9	-	-	PUNCT
cana-5848	147	10	133x	133x	NUM
cana-5848	147	11	vol	vol	NOUN
cana-5848	147	12	30	30	NUM
cana-5848	147	13	no	no	NOUN
cana-5848	147	14	.	.	NOUN
cana-5848	147	15	4	4	NUM
cana-5848	147	16	(	(	PUNCT
cana-5848	147	17	2023	2023	NUM
cana-5848	147	18	)	)	PUNCT
cana-5848	147	19	193	193	NUM
cana-5848	147	20	https://internationalpubls.com	https://internationalpubls.com	SYM
cana-5848	147	21	7.5	7.5	NUM
cana-5848	147	22	error	error	NOUN
cana-5848	147	23	distribution	distribution	NOUN
cana-5848	147	24	and	and	CCONJ
cana-5848	147	25	misclassifications	misclassification	NOUN
cana-5848	147	26	:	:	PUNCT
cana-5848	147	27	analysis	analysis	NOUN
cana-5848	147	28	of	of	ADP
cana-5848	147	29	misclassifications	misclassification	NOUN
cana-5848	147	30	revealed	reveal	VERB
cana-5848	147	31	that	that	SCONJ
cana-5848	147	32	:	:	PUNCT
cana-5848	147	33	•	•	NUM
cana-5848	147	34	mamdani	mamdani	NOUN
cana-5848	147	35	misclassified	misclassifie	VERB
cana-5848	147	36	several	several	ADJ
cana-5848	147	37	medium	medium	ADJ
cana-5848	147	38	-	-	PUNCT
cana-5848	147	39	risk	risk	NOUN
cana-5848	147	40	patients	patient	NOUN
cana-5848	147	41	as	as	ADP
cana-5848	147	42	low	low	ADJ
cana-5848	147	43	-	-	PUNCT
cana-5848	147	44	risk	risk	NOUN
cana-5848	147	45	,	,	PUNCT
cana-5848	147	46	especially	especially	ADV
cana-5848	147	47	those	those	PRON
cana-5848	147	48	with	with	ADP
cana-5848	147	49	borderline	borderline	NOUN
cana-5848	147	50	psa	psa	NOUN
cana-5848	147	51	and	and	CCONJ
cana-5848	147	52	cea	cea	PROPN
cana-5848	147	53	levels	level	NOUN
cana-5848	147	54	.	.	PUNCT
cana-5848	148	1	•	•	NUM
cana-5848	148	2	sugeno	sugeno	NOUN
cana-5848	148	3	,	,	PUNCT
cana-5848	148	4	due	due	ADP
cana-5848	148	5	to	to	ADP
cana-5848	148	6	its	its	PRON
cana-5848	148	7	weighted	weighted	ADJ
cana-5848	148	8	numerical	numerical	ADJ
cana-5848	148	9	output	output	NOUN
cana-5848	148	10	,	,	PUNCT
cana-5848	148	11	managed	manage	VERB
cana-5848	148	12	to	to	PART
cana-5848	148	13	classify	classify	VERB
cana-5848	148	14	these	these	DET
cana-5848	148	15	edge	edge	NOUN
cana-5848	148	16	cases	case	NOUN
cana-5848	148	17	more	more	ADV
cana-5848	148	18	accurately	accurately	ADV
cana-5848	148	19	.	.	PUNCT
cana-5848	149	1	7.6	7.6	NUM
cana-5848	149	2	expert	expert	NOUN
cana-5848	149	3	validation	validation	NOUN
cana-5848	149	4	:	:	PUNCT
cana-5848	149	5	both	both	DET
cana-5848	149	6	models	model	NOUN
cana-5848	149	7	were	be	AUX
cana-5848	149	8	presented	present	VERB
cana-5848	149	9	to	to	ADP
cana-5848	149	10	clinical	clinical	ADJ
cana-5848	149	11	oncologists	oncologist	NOUN
cana-5848	149	12	for	for	ADP
cana-5848	149	13	qualitative	qualitative	ADJ
cana-5848	149	14	validation	validation	NOUN
cana-5848	149	15	:	:	PUNCT
cana-5848	149	16	•	•	NUM
cana-5848	149	17	mamdani	mamdani	NOUN
cana-5848	149	18	:	:	PUNCT
cana-5848	149	19	preferred	prefer	VERB
cana-5848	149	20	for	for	ADP
cana-5848	149	21	its	its	PRON
cana-5848	149	22	interpretability	interpretability	NOUN
cana-5848	149	23	and	and	CCONJ
cana-5848	149	24	easy	easy	ADJ
cana-5848	149	25	rule	rule	NOUN
cana-5848	149	26	traceability	traceability	NOUN
cana-5848	149	27	.	.	PUNCT
cana-5848	150	1	•	•	NUM
cana-5848	150	2	sugeno	sugeno	NOUN
cana-5848	150	3	:	:	PUNCT
cana-5848	150	4	favored	favor	VERB
cana-5848	150	5	for	for	ADP
cana-5848	150	6	its	its	PRON
cana-5848	150	7	smoother	smooth	ADJ
cana-5848	150	8	decision	decision	NOUN
cana-5848	150	9	boundaries	boundary	NOUN
cana-5848	150	10	and	and	CCONJ
cana-5848	150	11	suitability	suitability	NOUN
cana-5848	150	12	for	for	ADP
cana-5848	150	13	automation	automation	NOUN
cana-5848	150	14	in	in	ADP
cana-5848	150	15	large	large	ADJ
cana-5848	150	16	-	-	PUNCT
cana-5848	150	17	scale	scale	NOUN
cana-5848	150	18	screening	screening	NOUN
cana-5848	150	19	.	.	PUNCT
cana-5848	151	1	the	the	DET
cana-5848	151	2	combined	combine	VERB
cana-5848	151	3	fuzzy	fuzzy	ADJ
cana-5848	151	4	soft	soft	ADJ
cana-5848	151	5	framework	framework	NOUN
cana-5848	151	6	effectively	effectively	ADV
cana-5848	151	7	modeled	model	VERB
cana-5848	151	8	uncertainty	uncertainty	NOUN
cana-5848	151	9	and	and	CCONJ
cana-5848	151	10	incomplete	incomplete	ADJ
cana-5848	151	11	knowledge	knowledge	NOUN
cana-5848	151	12	inherent	inherent	ADJ
cana-5848	151	13	in	in	ADP
cana-5848	151	14	cancer	cancer	NOUN
cana-5848	151	15	diagnostics	diagnostic	NOUN
cana-5848	151	16	.	.	PUNCT
cana-5848	152	1	sugeno	sugeno	PROPN
cana-5848	152	2	fis	fis	PROPN
cana-5848	152	3	offers	offer	VERB
cana-5848	152	4	superior	superior	ADJ
cana-5848	152	5	predictive	predictive	ADJ
cana-5848	152	6	capability	capability	NOUN
cana-5848	152	7	,	,	PUNCT
cana-5848	152	8	while	while	SCONJ
cana-5848	152	9	mamdani	mamdani	PROPN
cana-5848	152	10	fis	fis	PROPN
cana-5848	152	11	provides	provide	VERB
cana-5848	152	12	better	well	ADJ
cana-5848	152	13	transparency	transparency	NOUN
cana-5848	152	14	—	—	PUNCT
cana-5848	152	15	making	make	VERB
cana-5848	152	16	both	both	DET
cana-5848	152	17	models	model	NOUN
cana-5848	152	18	valuable	valuable	ADJ
cana-5848	152	19	in	in	ADP
cana-5848	152	20	different	different	ADJ
cana-5848	152	21	deployment	deployment	NOUN
cana-5848	152	22	contexts	context	NOUN
cana-5848	152	23	,	,	PUNCT
cana-5848	152	24	such	such	ADJ
cana-5848	152	25	as	as	ADP
cana-5848	152	26	clinical	clinical	ADJ
cana-5848	152	27	decision	decision	NOUN
cana-5848	152	28	support	support	NOUN
cana-5848	152	29	systems	system	NOUN
cana-5848	152	30	vs.	vs.	ADP
cana-5848	152	31	automated	automate	VERB
cana-5848	152	32	triaging	triaging	NOUN
cana-5848	152	33	platforms	platform	NOUN
cana-5848	152	34	.	.	PUNCT
cana-5848	153	1	8	8	X
cana-5848	153	2	.	.	X
cana-5848	153	3	results	result	NOUN
cana-5848	153	4	:	:	PUNCT
cana-5848	153	5	this	this	DET
cana-5848	153	6	section	section	NOUN
cana-5848	153	7	presents	present	VERB
cana-5848	153	8	the	the	DET
cana-5848	153	9	experimental	experimental	ADJ
cana-5848	153	10	results	result	NOUN
cana-5848	153	11	obtained	obtain	VERB
cana-5848	153	12	after	after	ADP
cana-5848	153	13	implementing	implement	VERB
cana-5848	153	14	the	the	DET
cana-5848	153	15	mamdani	mamdani	NOUN
cana-5848	153	16	and	and	CCONJ
cana-5848	153	17	sugeno	sugeno	VERB
cana-5848	153	18	fuzzy	fuzzy	ADJ
cana-5848	153	19	inference	inference	NOUN
cana-5848	153	20	systems	system	NOUN
cana-5848	153	21	(	(	PUNCT
cana-5848	153	22	fis	fis	PROPN
cana-5848	153	23	)	)	PUNCT
cana-5848	153	24	within	within	ADP
cana-5848	153	25	the	the	DET
cana-5848	153	26	fuzzy	fuzzy	ADJ
cana-5848	153	27	soft	soft	ADJ
cana-5848	153	28	decision	decision	NOUN
cana-5848	153	29	-	-	PUNCT
cana-5848	153	30	making	make	VERB
cana-5848	153	31	framework	framework	NOUN
cana-5848	153	32	.	.	PUNCT
cana-5848	154	1	the	the	DET
cana-5848	154	2	models	model	NOUN
cana-5848	154	3	were	be	AUX
cana-5848	154	4	evaluated	evaluate	VERB
cana-5848	154	5	using	use	VERB
cana-5848	154	6	a	a	DET
cana-5848	154	7	standardized	standardized	ADJ
cana-5848	154	8	clinical	clinical	ADJ
cana-5848	154	9	dataset	dataset	NOUN
cana-5848	154	10	for	for	ADP
cana-5848	154	11	gastric	gastric	ADJ
cana-5848	154	12	and	and	CCONJ
cana-5848	154	13	prostate	prostate	NOUN
cana-5848	154	14	cancer	cancer	NOUN
cana-5848	154	15	,	,	PUNCT
cana-5848	154	16	and	and	CCONJ
cana-5848	154	17	assessed	assess	VERB
cana-5848	154	18	based	base	VERB
cana-5848	154	19	on	on	ADP
cana-5848	154	20	classification	classification	NOUN
cana-5848	154	21	effectiveness	effectiveness	NOUN
cana-5848	154	22	,	,	PUNCT
cana-5848	154	23	output	output	NOUN
cana-5848	154	24	stability	stability	NOUN
cana-5848	154	25	,	,	PUNCT
cana-5848	154	26	and	and	CCONJ
cana-5848	154	27	expert	expert	NOUN
cana-5848	154	28	validation	validation	NOUN
cana-5848	154	29	.	.	PUNCT
cana-5848	155	1	8.1	8.1	NUM
cana-5848	155	2	classification	classification	NOUN
cana-5848	155	3	accuracy	accuracy	NOUN
cana-5848	155	4	:	:	PUNCT
cana-5848	155	5	the	the	DET
cana-5848	155	6	fuzzy	fuzzy	ADJ
cana-5848	155	7	inference	inference	NOUN
cana-5848	155	8	systems	system	NOUN
cana-5848	155	9	were	be	AUX
cana-5848	155	10	tasked	task	VERB
cana-5848	155	11	with	with	ADP
cana-5848	155	12	classifying	classify	VERB
cana-5848	155	13	patients	patient	NOUN
cana-5848	155	14	into	into	ADP
cana-5848	155	15	low-	low-	X
cana-5848	155	16	,	,	PUNCT
cana-5848	155	17	medium-	medium-	ADJ
cana-5848	155	18	,	,	PUNCT
cana-5848	155	19	and	and	CCONJ
cana-5848	155	20	high	high	ADJ
cana-5848	155	21	-	-	PUNCT
cana-5848	155	22	risk	risk	NOUN
cana-5848	155	23	cancer	cancer	NOUN
cana-5848	155	24	categories	category	NOUN
cana-5848	155	25	.	.	PUNCT
cana-5848	156	1	the	the	DET
cana-5848	156	2	classification	classification	NOUN
cana-5848	156	3	accuracy	accuracy	NOUN
cana-5848	156	4	was	be	AUX
cana-5848	156	5	computed	compute	VERB
cana-5848	156	6	using	use	VERB
cana-5848	156	7	test	test	NOUN
cana-5848	156	8	data	datum	NOUN
cana-5848	156	9	after	after	ADP
cana-5848	156	10	fuzzification	fuzzification	NOUN
cana-5848	156	11	and	and	CCONJ
cana-5848	156	12	risk	risk	NOUN
cana-5848	156	13	rule	rule	NOUN
cana-5848	156	14	application	application	NOUN
cana-5848	156	15	.	.	PUNCT
cana-5848	157	1	•	•	NUM
cana-5848	157	2	mamdani	mamdani	PROPN
cana-5848	157	3	fis	fis	PROPN
cana-5848	157	4	achieved	achieve	VERB
cana-5848	157	5	an	an	DET
cana-5848	157	6	overall	overall	ADJ
cana-5848	157	7	accuracy	accuracy	NOUN
cana-5848	157	8	of	of	ADP
cana-5848	157	9	86.0	86.0	NUM
cana-5848	157	10	%	%	NOUN
cana-5848	157	11	.	.	PUNCT
cana-5848	158	1	•	•	NUM
cana-5848	158	2	sugeno	sugeno	PROPN
cana-5848	158	3	fis	fis	PROPN
cana-5848	158	4	outperformed	outperform	VERB
cana-5848	158	5	it	it	PRON
cana-5848	158	6	with	with	ADP
cana-5848	158	7	a	a	DET
cana-5848	158	8	classification	classification	NOUN
cana-5848	158	9	accuracy	accuracy	NOUN
cana-5848	158	10	of	of	ADP
cana-5848	158	11	91.0	91.0	NUM
cana-5848	158	12	%	%	NOUN
cana-5848	158	13	.	.	PUNCT
cana-5848	159	1	this	this	PRON
cana-5848	159	2	indicates	indicate	VERB
cana-5848	159	3	that	that	SCONJ
cana-5848	159	4	sugeno	sugeno	NOUN
cana-5848	159	5	fis	fis	PROPN
cana-5848	159	6	,	,	PUNCT
cana-5848	159	7	with	with	ADP
cana-5848	159	8	its	its	PRON
cana-5848	159	9	data	data	NOUN
cana-5848	159	10	-	-	PUNCT
cana-5848	159	11	driven	drive	VERB
cana-5848	159	12	numerical	numerical	ADJ
cana-5848	159	13	outputs	output	NOUN
cana-5848	159	14	,	,	PUNCT
cana-5848	159	15	can	can	AUX
cana-5848	159	16	more	more	ADV
cana-5848	159	17	precisely	precisely	ADV
cana-5848	159	18	classify	classify	VERB
cana-5848	159	19	edge	edge	NOUN
cana-5848	159	20	cases	case	NOUN
cana-5848	159	21	,	,	PUNCT
cana-5848	159	22	especially	especially	ADV
cana-5848	159	23	those	those	PRON
cana-5848	159	24	with	with	ADP
cana-5848	159	25	borderline	borderline	NOUN
cana-5848	159	26	clinical	clinical	ADJ
cana-5848	159	27	values	value	NOUN
cana-5848	159	28	.	.	PUNCT
cana-5848	160	1	8.2	8.2	NUM
cana-5848	160	2	sensitivity	sensitivity	NOUN
cana-5848	160	3	and	and	CCONJ
cana-5848	160	4	specificity	specificity	NOUN
cana-5848	160	5	:	:	PUNCT
cana-5848	160	6	sensitivity	sensitivity	NOUN
cana-5848	160	7	reflects	reflect	VERB
cana-5848	160	8	the	the	DET
cana-5848	160	9	model	model	NOUN
cana-5848	160	10	’s	’s	PART
cana-5848	160	11	ability	ability	NOUN
cana-5848	160	12	to	to	PART
cana-5848	160	13	correctly	correctly	ADV
cana-5848	160	14	identify	identify	VERB
cana-5848	160	15	high	high	ADJ
cana-5848	160	16	-	-	PUNCT
cana-5848	160	17	risk	risk	NOUN
cana-5848	160	18	cases	case	NOUN
cana-5848	160	19	,	,	PUNCT
cana-5848	160	20	while	while	SCONJ
cana-5848	160	21	specificity	specificity	NOUN
cana-5848	160	22	indicates	indicate	VERB
cana-5848	160	23	its	its	PRON
cana-5848	160	24	capacity	capacity	NOUN
cana-5848	160	25	to	to	PART
cana-5848	160	26	avoid	avoid	VERB
cana-5848	160	27	false	false	ADJ
cana-5848	160	28	positives	positive	NOUN
cana-5848	160	29	in	in	ADP
cana-5848	160	30	low	low	ADJ
cana-5848	160	31	-	-	PUNCT
cana-5848	160	32	risk	risk	NOUN
cana-5848	160	33	predictions	prediction	NOUN
cana-5848	160	34	.	.	PUNCT
cana-5848	161	1	metric	metric	ADJ
cana-5848	161	2	mamdani	mamdani	PROPN
cana-5848	161	3	fis	fis	PROPN
cana-5848	161	4	sugeno	sugeno	PROPN
cana-5848	161	5	fis	fis	PROPN
cana-5848	161	6	sensitivity	sensitivity	NOUN
cana-5848	161	7	84.0	84.0	NUM
cana-5848	161	8	%	%	NOUN
cana-5848	161	9	93.0	93.0	NUM
cana-5848	161	10	%	%	NOUN
cana-5848	161	11	specificity	specificity	NOUN
cana-5848	161	12	87.0	87.0	NUM
cana-5848	161	13	%	%	NOUN
cana-5848	161	14	89.0	89.0	NUM
cana-5848	161	15	%	%	NOUN
cana-5848	161	16	•	•	NOUN
cana-5848	161	17	sugeno	sugeno	NOUN
cana-5848	161	18	fis	fis	PROPN
cana-5848	161	19	showed	show	VERB
cana-5848	161	20	stronger	strong	ADJ
cana-5848	161	21	sensitivity	sensitivity	NOUN
cana-5848	161	22	,	,	PUNCT
cana-5848	161	23	indicating	indicate	VERB
cana-5848	161	24	better	well	ADJ
cana-5848	161	25	performance	performance	NOUN
cana-5848	161	26	in	in	ADP
cana-5848	161	27	flagging	flag	VERB
cana-5848	161	28	cancer	cancer	NOUN
cana-5848	161	29	-	-	PUNCT
cana-5848	161	30	prone	prone	ADJ
cana-5848	161	31	individuals	individual	NOUN
cana-5848	161	32	.	.	PUNCT
cana-5848	162	1	•	•	NUM
cana-5848	162	2	mamdani	mamdani	PROPN
cana-5848	162	3	fis	fis	PROPN
cana-5848	162	4	slightly	slightly	ADV
cana-5848	162	5	outperformed	outperform	VERB
cana-5848	162	6	sugeno	sugeno	NOUN
cana-5848	162	7	in	in	ADP
cana-5848	162	8	specificity	specificity	NOUN
cana-5848	162	9	,	,	PUNCT
cana-5848	162	10	making	make	VERB
cana-5848	162	11	it	it	PRON
cana-5848	162	12	marginally	marginally	ADV
cana-5848	162	13	better	well	ADV
cana-5848	162	14	at	at	ADP
cana-5848	162	15	ruling	rule	VERB
cana-5848	162	16	out	out	ADP
cana-5848	162	17	non	non	ADJ
cana-5848	162	18	-	-	ADJ
cana-5848	162	19	cancer	cancer	ADJ
cana-5848	162	20	cases	case	NOUN
cana-5848	162	21	.	.	PUNCT
cana-5848	163	1	communications	communication	NOUN
cana-5848	163	2	on	on	ADP
cana-5848	163	3	applied	apply	VERB
cana-5848	163	4	nonlinear	nonlinear	ADJ
cana-5848	163	5	analysis	analysis	NOUN
cana-5848	163	6	issn	issn	NOUN
cana-5848	163	7	:	:	PUNCT
cana-5848	163	8	1074	1074	NUM
cana-5848	163	9	-	-	PUNCT
cana-5848	163	10	133x	133x	NUM
cana-5848	163	11	vol	vol	NOUN
cana-5848	163	12	30	30	NUM
cana-5848	163	13	no	no	NOUN
cana-5848	163	14	.	.	NOUN
cana-5848	163	15	4	4	NUM
cana-5848	163	16	(	(	PUNCT
cana-5848	163	17	2023	2023	NUM
cana-5848	163	18	)	)	PUNCT
cana-5848	163	19	194	194	NUM
cana-5848	163	20	https://internationalpubls.com	https://internationalpubls.com	X
cana-5848	163	21	8.3	8.3	NUM
cana-5848	163	22	f1	f1	NOUN
cana-5848	163	23	score	score	NOUN
cana-5848	163	24	and	and	CCONJ
cana-5848	163	25	auc	auc	NOUN
cana-5848	163	26	-	-	PUNCT
cana-5848	163	27	roc	roc	NOUN
cana-5848	163	28	:	:	PUNCT
cana-5848	163	29	the	the	DET
cana-5848	163	30	f1	f1	PROPN
cana-5848	163	31	score	score	NOUN
cana-5848	163	32	,	,	PUNCT
cana-5848	163	33	which	which	PRON
cana-5848	163	34	balances	balance	VERB
cana-5848	163	35	precision	precision	NOUN
cana-5848	163	36	and	and	CCONJ
cana-5848	163	37	recall	recall	NOUN
cana-5848	163	38	,	,	PUNCT
cana-5848	163	39	and	and	CCONJ
cana-5848	163	40	the	the	DET
cana-5848	163	41	auc	auc	NOUN
cana-5848	163	42	-	-	PUNCT
cana-5848	163	43	roc	roc	NOUN
cana-5848	163	44	(	(	PUNCT
cana-5848	163	45	area	area	NOUN
cana-5848	163	46	under	under	ADP
cana-5848	163	47	the	the	DET
cana-5848	163	48	receiver	receiver	NOUN
cana-5848	163	49	operating	operate	VERB
cana-5848	163	50	characteristic	characteristic	ADJ
cana-5848	163	51	curve	curve	NOUN
cana-5848	163	52	)	)	PUNCT
cana-5848	163	53	offer	offer	VERB
cana-5848	163	54	a	a	DET
cana-5848	163	55	comprehensive	comprehensive	ADJ
cana-5848	163	56	view	view	NOUN
cana-5848	163	57	of	of	ADP
cana-5848	163	58	model	model	NOUN
cana-5848	163	59	performance	performance	NOUN
cana-5848	163	60	.	.	PUNCT
cana-5848	164	1	metric	metric	ADJ
cana-5848	164	2	mamdani	mamdani	PROPN
cana-5848	164	3	fis	fis	PROPN
cana-5848	164	4	sugeno	sugeno	PROPN
cana-5848	164	5	fis	fis	PROPN
cana-5848	164	6	f1	f1	PROPN
cana-5848	164	7	score	score	NOUN
cana-5848	164	8	85.0	85.0	NUM
cana-5848	164	9	%	%	NOUN
cana-5848	164	10	91.0	91.0	NUM
cana-5848	164	11	%	%	NOUN
cana-5848	164	12	auc	auc	NOUN
cana-5848	164	13	-	-	PUNCT
cana-5848	164	14	roc	roc	NOUN
cana-5848	164	15	88.0	88.0	NUM
cana-5848	164	16	%	%	NOUN
cana-5848	164	17	94.0	94.0	NUM
cana-5848	164	18	%	%	NOUN
cana-5848	164	19	these	these	DET
cana-5848	164	20	results	result	NOUN
cana-5848	164	21	reinforce	reinforce	VERB
cana-5848	164	22	the	the	DET
cana-5848	164	23	superior	superior	ADJ
cana-5848	164	24	predictive	predictive	ADJ
cana-5848	164	25	power	power	NOUN
cana-5848	164	26	of	of	ADP
cana-5848	164	27	sugeno	sugeno	NOUN
cana-5848	164	28	fis	fis	PROPN
cana-5848	164	29	in	in	ADP
cana-5848	164	30	this	this	DET
cana-5848	164	31	domain	domain	NOUN
cana-5848	164	32	.	.	PUNCT
cana-5848	165	1	8.4	8.4	NUM
cana-5848	165	2	confusion	confusion	NOUN
cana-5848	165	3	matrix	matrix	NOUN
cana-5848	165	4	analysis	analysis	NOUN
cana-5848	165	5	:	:	PUNCT
cana-5848	165	6	mamdani	mamdani	PROPN
cana-5848	165	7	model	model	NOUN
cana-5848	165	8	:	:	PUNCT
cana-5848	165	9	predicted	predict	VERB
cana-5848	165	10	low	low	ADJ
cana-5848	165	11	predicted	predict	VERB
cana-5848	165	12	medium	medium	NOUN
cana-5848	165	13	predicted	predict	VERB
cana-5848	165	14	high	high	ADJ
cana-5848	165	15	actual	actual	ADJ
cana-5848	165	16	low	low	ADJ
cana-5848	165	17	34	34	NUM
cana-5848	165	18	3	3	NUM
cana-5848	165	19	1	1	NUM
cana-5848	165	20	actual	actual	ADJ
cana-5848	165	21	medium	medium	NOUN
cana-5848	165	22	4	4	NUM
cana-5848	165	23	34	34	NUM
cana-5848	165	24	4	4	NUM
cana-5848	165	25	actual	actual	ADJ
cana-5848	165	26	high	high	ADJ
cana-5848	165	27	2	2	NUM
cana-5848	165	28	5	5	NUM
cana-5848	165	29	33	33	NUM
cana-5848	165	30	sugeno	sugeno	NOUN
cana-5848	165	31	model	model	NOUN
cana-5848	165	32	:	:	PUNCT
cana-5848	165	33	predicted	predict	VERB
cana-5848	165	34	low	low	ADJ
cana-5848	165	35	predicted	predict	VERB
cana-5848	165	36	medium	medium	NOUN
cana-5848	165	37	predicted	predict	VERB
cana-5848	165	38	high	high	ADJ
cana-5848	165	39	actual	actual	ADJ
cana-5848	165	40	low	low	ADJ
cana-5848	165	41	35	35	NUM
cana-5848	165	42	2	2	NUM
cana-5848	165	43	1	1	NUM
cana-5848	165	44	actual	actual	ADJ
cana-5848	165	45	medium	medium	NOUN
cana-5848	165	46	2	2	NUM
cana-5848	165	47	37	37	NUM
cana-5848	165	48	3	3	NUM
cana-5848	165	49	actual	actual	ADJ
cana-5848	165	50	high	high	ADJ
cana-5848	165	51	1	1	NUM
cana-5848	165	52	3	3	NUM
cana-5848	165	53	36	36	NUM
cana-5848	165	54	insight	insight	NOUN
cana-5848	165	55	:	:	PUNCT
cana-5848	165	56	sugeno	sugeno	PROPN
cana-5848	165	57	fis	fis	PROPN
cana-5848	165	58	reduced	reduce	VERB
cana-5848	165	59	misclassifications	misclassification	NOUN
cana-5848	165	60	in	in	ADP
cana-5848	165	61	both	both	DET
cana-5848	165	62	medium	medium	ADJ
cana-5848	165	63	and	and	CCONJ
cana-5848	165	64	high	high	ADJ
cana-5848	165	65	-	-	PUNCT
cana-5848	165	66	risk	risk	NOUN
cana-5848	165	67	categories	category	NOUN
cana-5848	165	68	compared	compare	VERB
cana-5848	165	69	to	to	ADP
cana-5848	165	70	mamdani	mamdani	PROPN
cana-5848	165	71	.	.	PUNCT
cana-5848	166	1	8.5	8.5	NUM
cana-5848	166	2	risk	risk	NOUN
cana-5848	166	3	score	score	NOUN
cana-5848	166	4	visualization	visualization	NOUN
cana-5848	166	5	:	:	PUNCT
cana-5848	166	6	the	the	DET
cana-5848	166	7	output	output	NOUN
cana-5848	166	8	scores	score	NOUN
cana-5848	166	9	for	for	ADP
cana-5848	166	10	each	each	DET
cana-5848	166	11	patient	patient	NOUN
cana-5848	166	12	were	be	AUX
cana-5848	166	13	plotted	plot	VERB
cana-5848	166	14	to	to	PART
cana-5848	166	15	visualize	visualize	VERB
cana-5848	166	16	how	how	SCONJ
cana-5848	166	17	each	each	DET
cana-5848	166	18	model	model	NOUN
cana-5848	166	19	discriminated	discriminate	VERB
cana-5848	166	20	between	between	ADP
cana-5848	166	21	risk	risk	NOUN
cana-5848	166	22	levels	level	NOUN
cana-5848	166	23	.	.	PUNCT
cana-5848	167	1	•	•	NUM
cana-5848	167	2	mamdani	mamdani	PROPN
cana-5848	167	3	outputs	output	NOUN
cana-5848	167	4	were	be	AUX
cana-5848	167	5	more	more	ADV
cana-5848	167	6	clustered	clustered	ADJ
cana-5848	167	7	,	,	PUNCT
cana-5848	167	8	often	often	ADV
cana-5848	167	9	assigning	assign	VERB
cana-5848	167	10	discrete	discrete	ADJ
cana-5848	167	11	values	value	NOUN
cana-5848	167	12	based	base	VERB
cana-5848	167	13	on	on	ADP
cana-5848	167	14	rule	rule	NOUN
cana-5848	167	15	weights	weight	NOUN
cana-5848	167	16	.	.	PUNCT
cana-5848	168	1	•	•	NUM
cana-5848	168	2	sugeno	sugeno	NOUN
cana-5848	168	3	outputs	output	NOUN
cana-5848	168	4	showed	show	VERB
cana-5848	168	5	smoother	smooth	ADJ
cana-5848	168	6	gradients	gradient	NOUN
cana-5848	168	7	,	,	PUNCT
cana-5848	168	8	producing	produce	VERB
cana-5848	168	9	more	more	ADV
cana-5848	168	10	continuous	continuous	ADJ
cana-5848	168	11	and	and	CCONJ
cana-5848	168	12	differentiable	differentiable	ADJ
cana-5848	168	13	risk	risk	NOUN
cana-5848	168	14	predictions	prediction	NOUN
cana-5848	168	15	.	.	PUNCT
cana-5848	169	1	this	this	DET
cana-5848	169	2	difference	difference	NOUN
cana-5848	169	3	enhances	enhance	VERB
cana-5848	169	4	sugeno	sugeno	NOUN
cana-5848	169	5	's	's	PART
cana-5848	169	6	utility	utility	NOUN
cana-5848	169	7	in	in	ADP
cana-5848	169	8	large	large	ADJ
cana-5848	169	9	-	-	PUNCT
cana-5848	169	10	scale	scale	NOUN
cana-5848	169	11	screening	screening	NOUN
cana-5848	169	12	,	,	PUNCT
cana-5848	169	13	where	where	SCONJ
cana-5848	169	14	ranking	ranking	ADJ
cana-5848	169	15	patients	patient	NOUN
cana-5848	169	16	by	by	ADP
cana-5848	169	17	degree	degree	NOUN
cana-5848	169	18	of	of	ADP
cana-5848	169	19	risk	risk	NOUN
cana-5848	169	20	is	be	AUX
cana-5848	169	21	critical	critical	ADJ
cana-5848	169	22	.	.	PUNCT
cana-5848	170	1	8.6	8.6	NUM
cana-5848	170	2	qualitative	qualitative	ADJ
cana-5848	170	3	feedback	feedback	NOUN
cana-5848	170	4	from	from	ADP
cana-5848	170	5	medical	medical	ADJ
cana-5848	170	6	experts	expert	NOUN
cana-5848	170	7	:	:	PUNCT
cana-5848	170	8	feedback	feedback	NOUN
cana-5848	170	9	was	be	AUX
cana-5848	170	10	collected	collect	VERB
cana-5848	170	11	from	from	ADP
cana-5848	170	12	a	a	DET
cana-5848	170	13	panel	panel	NOUN
cana-5848	170	14	of	of	ADP
cana-5848	170	15	oncologists	oncologist	NOUN
cana-5848	170	16	regarding	regard	VERB
cana-5848	170	17	the	the	DET
cana-5848	170	18	usability	usability	NOUN
cana-5848	170	19	of	of	ADP
cana-5848	170	20	both	both	DET
cana-5848	170	21	models	model	NOUN
cana-5848	170	22	:	:	PUNCT
cana-5848	170	23	•	•	NUM
cana-5848	170	24	mamdani	mamdani	PROPN
cana-5848	170	25	fis	fis	PROPN
cana-5848	170	26	was	be	AUX
cana-5848	170	27	praised	praise	VERB
cana-5848	170	28	for	for	ADP
cana-5848	170	29	its	its	PRON
cana-5848	170	30	transparency	transparency	NOUN
cana-5848	170	31	and	and	CCONJ
cana-5848	170	32	interpretability	interpretability	NOUN
cana-5848	170	33	,	,	PUNCT
cana-5848	170	34	aligning	align	VERB
cana-5848	170	35	well	well	ADV
cana-5848	170	36	with	with	ADP
cana-5848	170	37	explainable	explainable	ADJ
cana-5848	170	38	ai	ai	NOUN
cana-5848	170	39	in	in	ADP
cana-5848	170	40	healthcare	healthcare	PROPN
cana-5848	170	41	.	.	PUNCT
cana-5848	171	1	•	•	NUM
cana-5848	171	2	sugeno	sugeno	PROPN
cana-5848	171	3	fis	fis	PROPN
cana-5848	171	4	was	be	AUX
cana-5848	171	5	favored	favor	VERB
cana-5848	171	6	for	for	ADP
cana-5848	171	7	efficiency	efficiency	NOUN
cana-5848	171	8	,	,	PUNCT
cana-5848	171	9	robustness	robustness	NOUN
cana-5848	171	10	,	,	PUNCT
cana-5848	171	11	and	and	CCONJ
cana-5848	171	12	suitability	suitability	NOUN
cana-5848	171	13	for	for	ADP
cana-5848	171	14	integration	integration	NOUN
cana-5848	171	15	into	into	ADP
cana-5848	171	16	real	real	ADJ
cana-5848	171	17	-	-	PUNCT
cana-5848	171	18	time	time	NOUN
cana-5848	171	19	diagnostic	diagnostic	ADJ
cana-5848	171	20	systems	system	NOUN
cana-5848	171	21	.	.	PUNCT
cana-5848	172	1	8.7	8.7	NUM
cana-5848	172	2	summary	summary	NOUN
cana-5848	172	3	of	of	ADP
cana-5848	172	4	results	result	NOUN
cana-5848	172	5	:	:	PUNCT
cana-5848	172	6	table	table	NOUN
cana-5848	172	7	:	:	PUNCT
cana-5848	172	8	summary	summary	NOUN
cana-5848	172	9	of	of	ADP
cana-5848	172	10	model	model	NOUN
cana-5848	172	11	comparison	comparison	NOUN
cana-5848	172	12	:	:	PUNCT
cana-5848	172	13	evaluation	evaluation	NOUN
cana-5848	172	14	aspect	aspect	NOUN
cana-5848	172	15	mamdani	mamdani	PROPN
cana-5848	172	16	fis	fis	PROPN
cana-5848	172	17	sugeno	sugeno	PROPN
cana-5848	172	18	fis	fis	PROPN
cana-5848	172	19	accuracy	accuracy	NOUN
cana-5848	172	20	86.0	86.0	NUM
cana-5848	172	21	%	%	NOUN
cana-5848	172	22	91.0	91.0	NUM
cana-5848	172	23	%	%	NOUN
cana-5848	172	24	sensitivity	sensitivity	NOUN
cana-5848	172	25	84.0	84.0	NUM
cana-5848	172	26	%	%	NOUN
cana-5848	172	27	93.0	93.0	NUM
cana-5848	172	28	%	%	NOUN
cana-5848	172	29	specificity	specificity	NOUN
cana-5848	172	30	87.0	87.0	NUM
cana-5848	172	31	%	%	NOUN
cana-5848	172	32	89.0	89.0	NUM
cana-5848	172	33	%	%	NOUN
cana-5848	172	34	f1	f1	NOUN
cana-5848	172	35	score	score	NOUN
cana-5848	172	36	85.0	85.0	NUM
cana-5848	172	37	%	%	NOUN
cana-5848	172	38	91.0	91.0	NUM
cana-5848	172	39	%	%	NOUN
cana-5848	172	40	output	output	NOUN
cana-5848	172	41	interpretability	interpretability	NOUN
cana-5848	172	42	high	high	ADJ
cana-5848	172	43	moderate	moderate	ADJ
cana-5848	172	44	output	output	NOUN
cana-5848	172	45	granularity	granularity	NOUN
cana-5848	172	46	moderate	moderate	ADJ
cana-5848	172	47	high	high	ADJ
cana-5848	172	48	communications	communication	NOUN
cana-5848	172	49	on	on	ADP
cana-5848	172	50	applied	apply	VERB
cana-5848	172	51	nonlinear	nonlinear	ADJ
cana-5848	172	52	analysis	analysis	NOUN
cana-5848	172	53	issn	issn	NOUN
cana-5848	172	54	:	:	PUNCT
cana-5848	172	55	1074	1074	NUM
cana-5848	172	56	-	-	PUNCT
cana-5848	172	57	133x	133x	NUM
cana-5848	172	58	vol	vol	NOUN
cana-5848	172	59	30	30	NUM
cana-5848	172	60	no	no	NOUN
cana-5848	172	61	.	.	NOUN
cana-5848	172	62	4	4	NUM
cana-5848	172	63	(	(	PUNCT
cana-5848	172	64	2023	2023	NUM
cana-5848	172	65	)	)	PUNCT
cana-5848	172	66	195	195	NUM
cana-5848	172	67	https://internationalpubls.com	https://internationalpubls.com	NUM
cana-5848	172	68	clinical	clinical	ADJ
cana-5848	172	69	integration	integration	NOUN
cana-5848	172	70	readiness	readiness	NOUN
cana-5848	172	71	medium	medium	NOUN
cana-5848	172	72	high	high	ADJ
cana-5848	172	73	9	9	NUM
cana-5848	172	74	.	.	PUNCT
cana-5848	172	75	performance	performance	NOUN
cana-5848	172	76	evaluation	evaluation	NOUN
cana-5848	172	77	:	:	PUNCT
cana-5848	172	78	this	this	DET
cana-5848	172	79	section	section	NOUN
cana-5848	172	80	provides	provide	VERB
cana-5848	172	81	a	a	DET
cana-5848	172	82	comprehensive	comprehensive	ADJ
cana-5848	172	83	evaluation	evaluation	NOUN
cana-5848	172	84	of	of	ADP
cana-5848	172	85	the	the	DET
cana-5848	172	86	mamdani	mamdani	NOUN
cana-5848	172	87	and	and	CCONJ
cana-5848	172	88	sugeno	sugeno	VERB
cana-5848	172	89	fuzzy	fuzzy	ADJ
cana-5848	172	90	inference	inference	NOUN
cana-5848	172	91	systems	system	NOUN
cana-5848	172	92	(	(	PUNCT
cana-5848	172	93	fis	fis	PROPN
cana-5848	172	94	)	)	PUNCT
cana-5848	172	95	within	within	ADP
cana-5848	172	96	the	the	DET
cana-5848	172	97	fuzzy	fuzzy	ADJ
cana-5848	172	98	soft	soft	ADJ
cana-5848	172	99	set	set	VERB
cana-5848	172	100	framework	framework	NOUN
cana-5848	172	101	,	,	PUNCT
cana-5848	172	102	highlighting	highlight	VERB
cana-5848	172	103	their	their	PRON
cana-5848	172	104	comparative	comparative	ADJ
cana-5848	172	105	performance	performance	NOUN
cana-5848	172	106	in	in	ADP
cana-5848	172	107	cancer	cancer	NOUN
cana-5848	172	108	risk	risk	NOUN
cana-5848	172	109	classification	classification	NOUN
cana-5848	172	110	tasks	task	NOUN
cana-5848	172	111	.	.	PUNCT
cana-5848	173	1	evaluation	evaluation	NOUN
cana-5848	173	2	is	be	AUX
cana-5848	173	3	based	base	VERB
cana-5848	173	4	on	on	ADP
cana-5848	173	5	multiple	multiple	ADJ
cana-5848	173	6	clinical	clinical	ADJ
cana-5848	173	7	and	and	CCONJ
cana-5848	173	8	computational	computational	ADJ
cana-5848	173	9	metrics	metric	NOUN
cana-5848	173	10	,	,	PUNCT
cana-5848	173	11	reflecting	reflect	VERB
cana-5848	173	12	both	both	CCONJ
cana-5848	173	13	quantitative	quantitative	ADJ
cana-5848	173	14	accuracy	accuracy	NOUN
cana-5848	173	15	and	and	CCONJ
cana-5848	173	16	qualitative	qualitative	ADJ
cana-5848	173	17	usability	usability	NOUN
cana-5848	173	18	.	.	PUNCT
cana-5848	174	1	9.1	9.1	NUM
cana-5848	174	2	metric	metric	ADV
cana-5848	174	3	-	-	PUNCT
cana-5848	174	4	based	base	VERB
cana-5848	174	5	comparison	comparison	NOUN
cana-5848	174	6	:	:	PUNCT
cana-5848	174	7	both	both	DET
cana-5848	174	8	inference	inference	NOUN
cana-5848	174	9	systems	system	NOUN
cana-5848	174	10	were	be	AUX
cana-5848	174	11	tested	test	VERB
cana-5848	174	12	on	on	ADP
cana-5848	174	13	the	the	DET
cana-5848	174	14	same	same	ADJ
cana-5848	174	15	dataset	dataset	NOUN
cana-5848	174	16	and	and	CCONJ
cana-5848	174	17	evaluated	evaluate	VERB
cana-5848	174	18	using	use	VERB
cana-5848	174	19	standard	standard	ADJ
cana-5848	174	20	performance	performance	NOUN
cana-5848	174	21	indicators	indicator	NOUN
cana-5848	174	22	:	:	PUNCT
cana-5848	174	23	accuracy	accuracy	NOUN
cana-5848	174	24	,	,	PUNCT
cana-5848	174	25	sensitivity	sensitivity	NOUN
cana-5848	174	26	,	,	PUNCT
cana-5848	174	27	specificity	specificity	NOUN
cana-5848	174	28	,	,	PUNCT
cana-5848	174	29	f1	f1	NOUN
cana-5848	174	30	score	score	NOUN
cana-5848	174	31	,	,	PUNCT
cana-5848	174	32	and	and	CCONJ
cana-5848	174	33	auc	auc	NOUN
cana-5848	174	34	-	-	PUNCT
cana-5848	174	35	roc	roc	NOUN
cana-5848	174	36	.	.	PUNCT
cana-5848	175	1	the	the	DET
cana-5848	175	2	following	follow	VERB
cana-5848	175	3	summarizes	summarize	VERB
cana-5848	175	4	the	the	DET
cana-5848	175	5	key	key	ADJ
cana-5848	175	6	findings	finding	NOUN
cana-5848	175	7	:	:	PUNCT
cana-5848	175	8	table	table	NOUN
cana-5848	175	9	:	:	PUNCT
cana-5848	175	10	performance	performance	NOUN
cana-5848	175	11	metrics	metric	NOUN
cana-5848	175	12	summary	summary	NOUN
cana-5848	175	13	:	:	PUNCT
cana-5848	175	14	metric	metric	ADJ
cana-5848	175	15	mamdani	mamdani	PROPN
cana-5848	175	16	fis	fis	PROPN
cana-5848	175	17	sugeno	sugeno	PROPN
cana-5848	175	18	fis	fis	PROPN
cana-5848	175	19	accuracy	accuracy	NOUN
cana-5848	175	20	86.0	86.0	NUM
cana-5848	175	21	%	%	NOUN
cana-5848	175	22	91.0	91.0	NUM
cana-5848	175	23	%	%	NOUN
cana-5848	175	24	sensitivity	sensitivity	NOUN
cana-5848	175	25	84.0	84.0	NUM
cana-5848	175	26	%	%	NOUN
cana-5848	175	27	93.0	93.0	NUM
cana-5848	175	28	%	%	NOUN
cana-5848	175	29	specificity	specificity	NOUN
cana-5848	175	30	87.0	87.0	NUM
cana-5848	175	31	%	%	NOUN
cana-5848	175	32	89.0	89.0	NUM
cana-5848	175	33	%	%	NOUN
cana-5848	175	34	f1	f1	NOUN
cana-5848	175	35	score	score	NOUN
cana-5848	175	36	85.0	85.0	NUM
cana-5848	175	37	%	%	NOUN
cana-5848	175	38	91.0	91.0	NUM
cana-5848	175	39	%	%	NOUN
cana-5848	175	40	auc	auc	NOUN
cana-5848	175	41	-	-	PUNCT
cana-5848	175	42	roc	roc	NOUN
cana-5848	175	43	88.0	88.0	NUM
cana-5848	175	44	%	%	NOUN
cana-5848	175	45	94.0	94.0	NUM
cana-5848	175	46	%	%	NOUN
cana-5848	175	47	interpretation	interpretation	NOUN
cana-5848	175	48	:	:	PUNCT
cana-5848	175	49	sugeno	sugeno	NOUN
cana-5848	175	50	consistently	consistently	ADV
cana-5848	175	51	outperformed	outperform	VERB
cana-5848	175	52	mamdani	mamdani	NOUN
cana-5848	175	53	in	in	ADP
cana-5848	175	54	accuracy	accuracy	NOUN
cana-5848	175	55	,	,	PUNCT
cana-5848	175	56	sensitivity	sensitivity	NOUN
cana-5848	175	57	,	,	PUNCT
cana-5848	175	58	f1	f1	NOUN
cana-5848	175	59	score	score	NOUN
cana-5848	175	60	,	,	PUNCT
cana-5848	175	61	and	and	CCONJ
cana-5848	175	62	roc	roc	PROPN
cana-5848	175	63	area	area	NOUN
cana-5848	175	64	—	—	PUNCT
cana-5848	175	65	suggesting	suggest	VERB
cana-5848	175	66	its	its	PRON
cana-5848	175	67	superiority	superiority	NOUN
cana-5848	175	68	in	in	ADP
cana-5848	175	69	real	real	ADJ
cana-5848	175	70	-	-	PUNCT
cana-5848	175	71	time	time	NOUN
cana-5848	175	72	decision	decision	NOUN
cana-5848	175	73	-	-	PUNCT
cana-5848	175	74	making	make	VERB
cana-5848	175	75	scenarios	scenario	NOUN
cana-5848	175	76	.	.	PUNCT
cana-5848	176	1	mamdani	mamdani	NOUN
cana-5848	176	2	,	,	PUNCT
cana-5848	176	3	while	while	SCONJ
cana-5848	176	4	slightly	slightly	ADV
cana-5848	176	5	better	well	ADJ
cana-5848	176	6	at	at	ADP
cana-5848	176	7	specificity	specificity	NOUN
cana-5848	176	8	,	,	PUNCT
cana-5848	176	9	struggled	struggle	VERB
cana-5848	176	10	with	with	ADP
cana-5848	176	11	edge	edge	NOUN
cana-5848	176	12	cases	case	NOUN
cana-5848	176	13	and	and	CCONJ
cana-5848	176	14	overlapping	overlap	VERB
cana-5848	176	15	symptom	symptom	NOUN
cana-5848	176	16	profiles	profile	NOUN
cana-5848	176	17	.	.	PUNCT
cana-5848	177	1	9.2	9.2	NUM
cana-5848	177	2	output	output	NOUN
cana-5848	177	3	consistency	consistency	NOUN
cana-5848	177	4	and	and	CCONJ
cana-5848	177	5	decision	decision	NOUN
cana-5848	177	6	stability	stability	NOUN
cana-5848	177	7	:	:	PUNCT
cana-5848	177	8	•	•	NUM
cana-5848	177	9	mamdani	mamdani	NOUN
cana-5848	177	10	fis	fis	PROPN
cana-5848	177	11	often	often	ADV
cana-5848	177	12	produced	produce	VERB
cana-5848	177	13	categorical	categorical	ADJ
cana-5848	177	14	outputs	output	NOUN
cana-5848	177	15	due	due	ADP
cana-5848	177	16	to	to	ADP
cana-5848	177	17	its	its	PRON
cana-5848	177	18	linguistic	linguistic	ADJ
cana-5848	177	19	structure	structure	NOUN
cana-5848	177	20	.	.	PUNCT
cana-5848	178	1	while	while	SCONJ
cana-5848	178	2	these	these	PRON
cana-5848	178	3	are	be	AUX
cana-5848	178	4	easier	easy	ADJ
cana-5848	178	5	to	to	PART
cana-5848	178	6	interpret	interpret	VERB
cana-5848	178	7	by	by	ADP
cana-5848	178	8	clinicians	clinician	NOUN
cana-5848	178	9	,	,	PUNCT
cana-5848	178	10	they	they	PRON
cana-5848	178	11	sometimes	sometimes	ADV
cana-5848	178	12	led	lead	VERB
cana-5848	178	13	to	to	ADP
cana-5848	178	14	abrupt	abrupt	ADJ
cana-5848	178	15	classification	classification	NOUN
cana-5848	178	16	shifts	shift	NOUN
cana-5848	178	17	when	when	SCONJ
cana-5848	178	18	input	input	NOUN
cana-5848	178	19	values	value	NOUN
cana-5848	178	20	were	be	AUX
cana-5848	178	21	near	near	ADP
cana-5848	178	22	boundaries	boundary	NOUN
cana-5848	178	23	.	.	PUNCT
cana-5848	179	1	•	•	NUM
cana-5848	179	2	sugeno	sugeno	PROPN
cana-5848	179	3	fis	fis	PROPN
cana-5848	179	4	generated	generate	VERB
cana-5848	179	5	smoother	smooth	ADJ
cana-5848	179	6	,	,	PUNCT
cana-5848	179	7	more	more	ADV
cana-5848	179	8	continuous	continuous	ADJ
cana-5848	179	9	output	output	NOUN
cana-5848	179	10	scores	score	NOUN
cana-5848	179	11	.	.	PUNCT
cana-5848	180	1	this	this	PRON
cana-5848	180	2	allowed	allow	VERB
cana-5848	180	3	for	for	ADP
cana-5848	180	4	better	well	ADJ
cana-5848	180	5	risk	risk	NOUN
cana-5848	180	6	gradation	gradation	NOUN
cana-5848	180	7	and	and	CCONJ
cana-5848	180	8	was	be	AUX
cana-5848	180	9	particularly	particularly	ADV
cana-5848	180	10	effective	effective	ADJ
cana-5848	180	11	in	in	ADP
cana-5848	180	12	medium	medium	ADJ
cana-5848	180	13	-	-	PUNCT
cana-5848	180	14	risk	risk	NOUN
cana-5848	180	15	regions	region	NOUN
cana-5848	180	16	,	,	PUNCT
cana-5848	180	17	which	which	PRON
cana-5848	180	18	are	be	AUX
cana-5848	180	19	critical	critical	ADJ
cana-5848	180	20	for	for	ADP
cana-5848	180	21	early	early	ADJ
cana-5848	180	22	intervention	intervention	NOUN
cana-5848	180	23	decisions	decision	NOUN
cana-5848	180	24	.	.	PUNCT
cana-5848	181	1	9.3	9.3	NUM
cana-5848	181	2	system	system	NOUN
cana-5848	181	3	efficiency	efficiency	NOUN
cana-5848	181	4	and	and	CCONJ
cana-5848	181	5	scalability	scalability	NOUN
cana-5848	181	6	:	:	PUNCT
cana-5848	181	7	criterion	criterion	NOUN
cana-5848	181	8	mamdani	mamdani	PROPN
cana-5848	181	9	fis	fis	PROPN
cana-5848	181	10	sugeno	sugeno	PROPN
cana-5848	181	11	fis	fis	PROPN
cana-5848	181	12	processing	processing	NOUN
cana-5848	181	13	time	time	NOUN
cana-5848	181	14	moderate	moderate	ADJ
cana-5848	181	15	low	low	ADJ
cana-5848	181	16	(	(	PUNCT
cana-5848	181	17	faster	fast	ADJ
cana-5848	181	18	)	)	PUNCT
cana-5848	181	19	scalability	scalability	NOUN
cana-5848	181	20	limited	limit	VERB
cana-5848	181	21	due	due	ADP
cana-5848	181	22	to	to	ADP
cana-5848	181	23	defuzzification	defuzzification	NOUN
cana-5848	181	24	high	high	ADJ
cana-5848	181	25	–	–	PUNCT
cana-5848	181	26	linear	linear	ADJ
cana-5848	181	27	output	output	NOUN
cana-5848	181	28	aggregation	aggregation	NOUN
cana-5848	181	29	suitability	suitability	NOUN
cana-5848	181	30	for	for	ADP
cana-5848	181	31	real	real	ADJ
cana-5848	181	32	-	-	PUNCT
cana-5848	181	33	time	time	NOUN
cana-5848	181	34	use	use	NOUN
cana-5848	181	35	medium	medium	ADJ
cana-5848	181	36	high	high	ADV
cana-5848	181	37	the	the	DET
cana-5848	181	38	sugeno	sugeno	NOUN
cana-5848	181	39	model	model	NOUN
cana-5848	181	40	proved	prove	VERB
cana-5848	181	41	computationally	computationally	ADV
cana-5848	181	42	more	more	ADV
cana-5848	181	43	efficient	efficient	ADJ
cana-5848	181	44	,	,	PUNCT
cana-5848	181	45	especially	especially	ADV
cana-5848	181	46	when	when	SCONJ
cana-5848	181	47	tested	test	VERB
cana-5848	181	48	on	on	ADP
cana-5848	181	49	larger	large	ADJ
cana-5848	181	50	batches	batch	NOUN
cana-5848	181	51	of	of	ADP
cana-5848	181	52	patient	patient	ADJ
cana-5848	181	53	data	datum	NOUN
cana-5848	181	54	.	.	PUNCT
cana-5848	182	1	this	this	PRON
cana-5848	182	2	supports	support	VERB
cana-5848	182	3	its	its	PRON
cana-5848	182	4	integration	integration	NOUN
cana-5848	182	5	into	into	ADP
cana-5848	182	6	automated	automate	VERB
cana-5848	182	7	screening	screening	NOUN
cana-5848	182	8	or	or	CCONJ
cana-5848	182	9	triaging	triaging	NOUN
cana-5848	182	10	systems	system	NOUN
cana-5848	182	11	.	.	PUNCT
cana-5848	183	1	9.4	9.4	NUM
cana-5848	183	2	interpretability	interpretability	NOUN
cana-5848	183	3	and	and	CCONJ
cana-5848	183	4	clinical	clinical	ADJ
cana-5848	183	5	trust	trust	NOUN
cana-5848	183	6	:	:	PUNCT
cana-5848	183	7	despite	despite	SCONJ
cana-5848	183	8	its	its	PRON
cana-5848	183	9	slightly	slightly	ADV
cana-5848	183	10	lower	low	ADJ
cana-5848	183	11	predictive	predictive	ADJ
cana-5848	183	12	metrics	metric	NOUN
cana-5848	183	13	,	,	PUNCT
cana-5848	183	14	mamdani	mamdani	PROPN
cana-5848	183	15	fis	fis	PROPN
cana-5848	183	16	demonstrated	demonstrate	VERB
cana-5848	183	17	significant	significant	ADJ
cana-5848	183	18	strengths	strength	NOUN
cana-5848	183	19	in	in	ADP
cana-5848	183	20	interpretability	interpretability	NOUN
cana-5848	183	21	:	:	PUNCT
cana-5848	183	22	communications	communication	NOUN
cana-5848	183	23	on	on	ADP
cana-5848	183	24	applied	apply	VERB
cana-5848	183	25	nonlinear	nonlinear	ADJ
cana-5848	183	26	analysis	analysis	NOUN
cana-5848	183	27	issn	issn	NOUN
cana-5848	183	28	:	:	PUNCT
cana-5848	183	29	1074	1074	NUM
cana-5848	183	30	-	-	PUNCT
cana-5848	183	31	133x	133x	NUM
cana-5848	183	32	vol	vol	NOUN
cana-5848	183	33	30	30	NUM
cana-5848	183	34	no	no	NOUN
cana-5848	183	35	.	.	NOUN
cana-5848	183	36	4	4	NUM
cana-5848	183	37	(	(	PUNCT
cana-5848	183	38	2023	2023	NUM
cana-5848	183	39	)	)	PUNCT
cana-5848	183	40	196	196	NUM
cana-5848	183	41	https://internationalpubls.com	https://internationalpubls.com	X
cana-5848	183	42	•	•	NOUN
cana-5848	183	43	it	it	PRON
cana-5848	183	44	allows	allow	VERB
cana-5848	183	45	clinicians	clinician	NOUN
cana-5848	183	46	to	to	PART
cana-5848	183	47	trace	trace	VERB
cana-5848	183	48	each	each	DET
cana-5848	183	49	decision	decision	NOUN
cana-5848	183	50	to	to	ADP
cana-5848	183	51	a	a	DET
cana-5848	183	52	specific	specific	ADJ
cana-5848	183	53	set	set	NOUN
cana-5848	183	54	of	of	ADP
cana-5848	183	55	human	human	ADJ
cana-5848	183	56	-	-	PUNCT
cana-5848	183	57	readable	readable	ADJ
cana-5848	183	58	rules	rule	NOUN
cana-5848	183	59	.	.	PUNCT
cana-5848	184	1	•	•	INTJ
cana-5848	184	2	it	it	PRON
cana-5848	184	3	is	be	AUX
cana-5848	184	4	more	more	ADV
cana-5848	184	5	aligned	aligned	ADJ
cana-5848	184	6	with	with	ADP
cana-5848	184	7	explainable	explainable	ADJ
cana-5848	184	8	ai	ai	NOUN
cana-5848	184	9	principles	principle	NOUN
cana-5848	184	10	,	,	PUNCT
cana-5848	184	11	which	which	PRON
cana-5848	184	12	are	be	AUX
cana-5848	184	13	critical	critical	ADJ
cana-5848	184	14	in	in	ADP
cana-5848	184	15	healthcare	healthcare	NOUN
cana-5848	184	16	regulation	regulation	NOUN
cana-5848	184	17	and	and	CCONJ
cana-5848	184	18	patient	patient	NOUN
cana-5848	184	19	trust	trust	NOUN
cana-5848	184	20	.	.	PUNCT
cana-5848	185	1	sugeno	sugeno	PROPN
cana-5848	185	2	fis	fis	PROPN
cana-5848	185	3	,	,	PUNCT
cana-5848	185	4	while	while	SCONJ
cana-5848	185	5	accurate	accurate	ADJ
cana-5848	185	6	and	and	CCONJ
cana-5848	185	7	scalable	scalable	ADJ
cana-5848	185	8	,	,	PUNCT
cana-5848	185	9	relies	rely	VERB
cana-5848	185	10	on	on	ADP
cana-5848	185	11	numerical	numerical	ADJ
cana-5848	185	12	rule	rule	NOUN
cana-5848	185	13	outputs	output	NOUN
cana-5848	185	14	,	,	PUNCT
cana-5848	185	15	which	which	PRON
cana-5848	185	16	are	be	AUX
cana-5848	185	17	harder	hard	ADJ
cana-5848	185	18	for	for	SCONJ
cana-5848	185	19	non	non	ADJ
cana-5848	185	20	-	-	ADJ
cana-5848	185	21	technical	technical	ADJ
cana-5848	185	22	medical	medical	ADJ
cana-5848	185	23	personnel	personnel	NOUN
cana-5848	185	24	to	to	PART
cana-5848	185	25	interpret	interpret	VERB
cana-5848	185	26	without	without	ADP
cana-5848	185	27	additional	additional	ADJ
cana-5848	185	28	visualization	visualization	NOUN
cana-5848	185	29	or	or	CCONJ
cana-5848	185	30	reporting	report	VERB
cana-5848	185	31	layers	layer	NOUN
cana-5848	185	32	.	.	PUNCT
cana-5848	186	1	9.5	9.5	NUM
cana-5848	186	2	error	error	NOUN
cana-5848	186	3	trends	trend	NOUN
cana-5848	186	4	and	and	CCONJ
cana-5848	186	5	misclassifications	misclassification	NOUN
cana-5848	186	6	:	:	PUNCT
cana-5848	186	7	•	•	NUM
cana-5848	186	8	mamdani	mamdani	PROPN
cana-5848	186	9	fis	fis	PROPN
cana-5848	186	10	showed	show	VERB
cana-5848	186	11	a	a	DET
cana-5848	186	12	tendency	tendency	NOUN
cana-5848	186	13	to	to	PART
cana-5848	186	14	misclassify	misclassify	VERB
cana-5848	186	15	borderline	borderline	ADJ
cana-5848	186	16	medium	medium	ADJ
cana-5848	186	17	-	-	PUNCT
cana-5848	186	18	risk	risk	NOUN
cana-5848	186	19	patients	patient	NOUN
cana-5848	186	20	into	into	ADP
cana-5848	186	21	low	low	ADJ
cana-5848	186	22	-	-	PUNCT
cana-5848	186	23	risk	risk	NOUN
cana-5848	186	24	due	due	ADP
cana-5848	186	25	to	to	ADP
cana-5848	186	26	abrupt	abrupt	ADJ
cana-5848	186	27	membership	membership	NOUN
cana-5848	186	28	transitions	transition	NOUN
cana-5848	186	29	.	.	PUNCT
cana-5848	187	1	•	•	NUM
cana-5848	187	2	sugeno	sugeno	NOUN
cana-5848	187	3	fis	fis	PROPN
cana-5848	187	4	,	,	PUNCT
cana-5848	187	5	with	with	ADP
cana-5848	187	6	its	its	PRON
cana-5848	187	7	continuous	continuous	ADJ
cana-5848	187	8	risk	risk	NOUN
cana-5848	187	9	function	function	NOUN
cana-5848	187	10	,	,	PUNCT
cana-5848	187	11	managed	manage	VERB
cana-5848	187	12	to	to	PART
cana-5848	187	13	better	well	ADV
cana-5848	187	14	capture	capture	VERB
cana-5848	187	15	subtle	subtle	ADJ
cana-5848	187	16	changes	change	NOUN
cana-5848	187	17	in	in	ADP
cana-5848	187	18	symptom	symptom	NOUN
cana-5848	187	19	patterns	pattern	NOUN
cana-5848	187	20	and	and	CCONJ
cana-5848	187	21	biomarker	biomarker	NOUN
cana-5848	187	22	combinations	combination	NOUN
cana-5848	187	23	.	.	PUNCT
cana-5848	188	1	these	these	DET
cana-5848	188	2	trends	trend	NOUN
cana-5848	188	3	were	be	AUX
cana-5848	188	4	particularly	particularly	ADV
cana-5848	188	5	evident	evident	ADJ
cana-5848	188	6	in	in	ADP
cana-5848	188	7	prostate	prostate	NOUN
cana-5848	188	8	cancer	cancer	NOUN
cana-5848	188	9	cases	case	NOUN
cana-5848	188	10	with	with	ADP
cana-5848	188	11	psa	psa	NOUN
cana-5848	188	12	levels	level	NOUN
cana-5848	188	13	near	near	ADP
cana-5848	188	14	the	the	DET
cana-5848	188	15	diagnostic	diagnostic	ADJ
cana-5848	188	16	threshold	threshold	NOUN
cana-5848	188	17	,	,	PUNCT
cana-5848	188	18	and	and	CCONJ
cana-5848	188	19	in	in	ADP
cana-5848	188	20	gastric	gastric	ADJ
cana-5848	188	21	cancer	cancer	NOUN
cana-5848	188	22	cases	case	NOUN
cana-5848	188	23	with	with	ADP
cana-5848	188	24	overlapping	overlap	VERB
cana-5848	188	25	ca19	ca19	PROPN
cana-5848	188	26	-	-	PUNCT
cana-5848	188	27	9	9	NUM
cana-5848	188	28	and	and	CCONJ
cana-5848	188	29	cea	cea	PROPN
cana-5848	188	30	values	value	NOUN
cana-5848	188	31	.	.	PUNCT
cana-5848	189	1	9.6	9.6	NUM
cana-5848	189	2	expert	expert	NOUN
cana-5848	189	3	feedback	feedback	NOUN
cana-5848	189	4	and	and	CCONJ
cana-5848	189	5	qualitative	qualitative	ADJ
cana-5848	189	6	evaluation	evaluation	NOUN
cana-5848	189	7	:	:	PUNCT
cana-5848	189	8	a	a	DET
cana-5848	189	9	panel	panel	NOUN
cana-5848	189	10	of	of	ADP
cana-5848	189	11	oncologists	oncologist	NOUN
cana-5848	189	12	and	and	CCONJ
cana-5848	189	13	data	datum	NOUN
cana-5848	189	14	scientists	scientist	NOUN
cana-5848	189	15	evaluated	evaluate	VERB
cana-5848	189	16	both	both	DET
cana-5848	189	17	systems	system	NOUN
cana-5848	189	18	on	on	ADP
cana-5848	189	19	usability	usability	NOUN
cana-5848	189	20	,	,	PUNCT
cana-5848	189	21	relevance	relevance	NOUN
cana-5848	189	22	,	,	PUNCT
cana-5848	189	23	and	and	CCONJ
cana-5848	189	24	trustworthiness	trustworthiness	NOUN
cana-5848	189	25	.	.	PUNCT
cana-5848	190	1	their	their	PRON
cana-5848	190	2	feedback	feedback	NOUN
cana-5848	190	3	is	be	AUX
cana-5848	190	4	summarized	summarize	VERB
cana-5848	190	5	below	below	ADP
cana-5848	190	6	:	:	PUNCT
cana-5848	190	7	table	table	NOUN
cana-5848	190	8	:	:	PUNCT
cana-5848	190	9	expert	expert	NOUN
cana-5848	190	10	panel	panel	NOUN
cana-5848	190	11	evaluation	evaluation	NOUN
cana-5848	190	12	:	:	PUNCT
cana-5848	190	13	criterion	criterion	NOUN
cana-5848	190	14	mamdani	mamdani	PROPN
cana-5848	190	15	fis	fis	PROPN
cana-5848	190	16	sugeno	sugeno	PROPN
cana-5848	190	17	fis	fis	PROPN
cana-5848	190	18	clinical	clinical	ADJ
cana-5848	190	19	interpretability	interpretability	NOUN
cana-5848	190	20	high	high	ADJ
cana-5848	190	21	moderate	moderate	ADJ
cana-5848	190	22	output	output	NOUN
cana-5848	190	23	clarity	clarity	NOUN
cana-5848	190	24	high	high	ADJ
cana-5848	190	25	high	high	ADJ
cana-5848	190	26	suitability	suitability	NOUN
cana-5848	190	27	for	for	ADP
cana-5848	190	28	automation	automation	NOUN
cana-5848	190	29	moderate	moderate	ADJ
cana-5848	190	30	high	high	ADJ
cana-5848	190	31	trustworthiness	trustworthiness	NOUN
cana-5848	190	32	high	high	ADJ
cana-5848	190	33	high	high	ADJ
cana-5848	190	34	preference	preference	NOUN
cana-5848	190	35	for	for	ADP
cana-5848	190	36	deployment	deployment	ADJ
cana-5848	190	37	diagnostic	diagnostic	ADJ
cana-5848	190	38	labs	lab	NOUN
cana-5848	190	39	screening	screen	VERB
cana-5848	190	40	systems	system	NOUN
cana-5848	190	41	10	10	NUM
cana-5848	190	42	.	.	PUNCT
cana-5848	191	1	discussion	discussion	NOUN
cana-5848	191	2	:	:	PUNCT
cana-5848	191	3	the	the	DET
cana-5848	191	4	comparative	comparative	ADJ
cana-5848	191	5	analysis	analysis	NOUN
cana-5848	191	6	of	of	ADP
cana-5848	191	7	mamdani	mamdani	NOUN
cana-5848	191	8	and	and	CCONJ
cana-5848	191	9	sugeno	sugeno	VERB
cana-5848	191	10	fuzzy	fuzzy	ADJ
cana-5848	191	11	inference	inference	NOUN
cana-5848	191	12	systems	system	NOUN
cana-5848	191	13	(	(	PUNCT
cana-5848	191	14	fis	fis	PROPN
cana-5848	191	15	)	)	PUNCT
cana-5848	191	16	within	within	ADP
cana-5848	191	17	a	a	DET
cana-5848	191	18	fuzzy	fuzzy	ADJ
cana-5848	191	19	soft	soft	ADJ
cana-5848	191	20	set	set	VERB
cana-5848	191	21	framework	framework	NOUN
cana-5848	191	22	reveals	reveal	VERB
cana-5848	191	23	nuanced	nuanced	ADJ
cana-5848	191	24	trade	trade	NOUN
cana-5848	191	25	-	-	PUNCT
cana-5848	191	26	offs	off	NOUN
cana-5848	191	27	between	between	ADP
cana-5848	191	28	interpretability	interpretability	NOUN
cana-5848	191	29	and	and	CCONJ
cana-5848	191	30	predictive	predictive	ADJ
cana-5848	191	31	performance	performance	NOUN
cana-5848	191	32	in	in	ADP
cana-5848	191	33	the	the	DET
cana-5848	191	34	context	context	NOUN
cana-5848	191	35	of	of	ADP
cana-5848	191	36	cancer	cancer	NOUN
cana-5848	191	37	risk	risk	NOUN
cana-5848	191	38	evaluation	evaluation	NOUN
cana-5848	191	39	.	.	PUNCT
cana-5848	192	1	this	this	DET
cana-5848	192	2	discussion	discussion	NOUN
cana-5848	192	3	contextualizes	contextualize	VERB
cana-5848	192	4	the	the	DET
cana-5848	192	5	experimental	experimental	ADJ
cana-5848	192	6	results	result	NOUN
cana-5848	192	7	,	,	PUNCT
cana-5848	192	8	explores	explore	VERB
cana-5848	192	9	practical	practical	ADJ
cana-5848	192	10	implications	implication	NOUN
cana-5848	192	11	,	,	PUNCT
cana-5848	192	12	and	and	CCONJ
cana-5848	192	13	identifies	identify	VERB
cana-5848	192	14	key	key	ADJ
cana-5848	192	15	observations	observation	NOUN
cana-5848	192	16	related	relate	VERB
cana-5848	192	17	to	to	ADP
cana-5848	192	18	system	system	NOUN
cana-5848	192	19	behavior	behavior	NOUN
cana-5848	192	20	,	,	PUNCT
cana-5848	192	21	model	model	NOUN
cana-5848	192	22	suitability	suitability	NOUN
cana-5848	192	23	,	,	PUNCT
cana-5848	192	24	and	and	CCONJ
cana-5848	192	25	integration	integration	NOUN
cana-5848	192	26	potential	potential	NOUN
cana-5848	192	27	in	in	ADP
cana-5848	192	28	clinical	clinical	ADJ
cana-5848	192	29	environments	environment	NOUN
cana-5848	192	30	.	.	PUNCT
cana-5848	193	1	10.1	10.1	NUM
cana-5848	193	2	interpretability	interpretability	NOUN
cana-5848	193	3	vs.	vs.	ADP
cana-5848	193	4	predictive	predictive	ADJ
cana-5848	193	5	power	power	NOUN
cana-5848	193	6	:	:	PUNCT
cana-5848	193	7	a	a	DET
cana-5848	193	8	central	central	ADJ
cana-5848	193	9	theme	theme	NOUN
cana-5848	193	10	emerging	emerge	VERB
cana-5848	193	11	from	from	ADP
cana-5848	193	12	this	this	DET
cana-5848	193	13	study	study	NOUN
cana-5848	193	14	is	be	AUX
cana-5848	193	15	the	the	DET
cana-5848	193	16	classic	classic	ADJ
cana-5848	193	17	trade	trade	NOUN
cana-5848	193	18	-	-	PUNCT
cana-5848	193	19	off	off	NOUN
cana-5848	193	20	between	between	ADP
cana-5848	193	21	explainability	explainability	NOUN
cana-5848	193	22	and	and	CCONJ
cana-5848	193	23	accuracy	accuracy	NOUN
cana-5848	193	24	:	:	PUNCT
cana-5848	193	25	•	•	NUM
cana-5848	193	26	mamdani	mamdani	PROPN
cana-5848	193	27	fis	fis	PROPN
cana-5848	193	28	,	,	PUNCT
cana-5848	193	29	with	with	ADP
cana-5848	193	30	its	its	PRON
cana-5848	193	31	linguistic	linguistic	ADJ
cana-5848	193	32	rule	rule	NOUN
cana-5848	193	33	base	base	NOUN
cana-5848	193	34	and	and	CCONJ
cana-5848	193	35	transparent	transparent	ADJ
cana-5848	193	36	decision	decision	NOUN
cana-5848	193	37	logic	logic	NOUN
cana-5848	193	38	,	,	PUNCT
cana-5848	193	39	is	be	AUX
cana-5848	193	40	well	well	ADV
cana-5848	193	41	-	-	PUNCT
cana-5848	193	42	suited	suit	VERB
cana-5848	193	43	for	for	ADP
cana-5848	193	44	clinical	clinical	ADJ
cana-5848	193	45	environments	environment	NOUN
cana-5848	193	46	that	that	PRON
cana-5848	193	47	require	require	VERB
cana-5848	193	48	human	human	ADJ
cana-5848	193	49	verification	verification	NOUN
cana-5848	193	50	and	and	CCONJ
cana-5848	193	51	reasoning	reasoning	NOUN
cana-5848	193	52	.	.	PUNCT
cana-5848	194	1	its	its	PRON
cana-5848	194	2	rules	rule	NOUN
cana-5848	194	3	are	be	AUX
cana-5848	194	4	directly	directly	ADV
cana-5848	194	5	interpretable	interpretable	ADJ
cana-5848	194	6	by	by	ADP
cana-5848	194	7	domain	domain	NOUN
cana-5848	194	8	experts	expert	NOUN
cana-5848	194	9	,	,	PUNCT
cana-5848	194	10	making	make	VERB
cana-5848	194	11	it	it	PRON
cana-5848	194	12	ideal	ideal	ADJ
cana-5848	194	13	for	for	ADP
cana-5848	194	14	diagnostic	diagnostic	ADJ
cana-5848	194	15	support	support	NOUN
cana-5848	194	16	where	where	SCONJ
cana-5848	194	17	transparency	transparency	NOUN
cana-5848	194	18	is	be	AUX
cana-5848	194	19	paramount	paramount	ADJ
cana-5848	194	20	.	.	PUNCT
cana-5848	195	1	•	•	NUM
cana-5848	195	2	sugeno	sugeno	NOUN
cana-5848	195	3	fis	fis	PROPN
cana-5848	195	4	,	,	PUNCT
cana-5848	195	5	while	while	SCONJ
cana-5848	195	6	less	less	ADV
cana-5848	195	7	transparent	transparent	ADJ
cana-5848	195	8	due	due	ADP
cana-5848	195	9	to	to	ADP
cana-5848	195	10	its	its	PRON
cana-5848	195	11	numeric	numeric	ADJ
cana-5848	195	12	rule	rule	NOUN
cana-5848	195	13	outputs	output	NOUN
cana-5848	195	14	,	,	PUNCT
cana-5848	195	15	significantly	significantly	ADV
cana-5848	195	16	outperforms	outperform	VERB
cana-5848	195	17	mamdani	mamdani	NOUN
cana-5848	195	18	in	in	ADP
cana-5848	195	19	terms	term	NOUN
cana-5848	195	20	of	of	ADP
cana-5848	195	21	classification	classification	NOUN
cana-5848	195	22	accuracy	accuracy	NOUN
cana-5848	195	23	,	,	PUNCT
cana-5848	195	24	sensitivity	sensitivity	NOUN
cana-5848	195	25	,	,	PUNCT
cana-5848	195	26	and	and	CCONJ
cana-5848	195	27	computational	computational	ADJ
cana-5848	195	28	efficiency	efficiency	NOUN
cana-5848	195	29	.	.	PUNCT
cana-5848	196	1	this	this	PRON
cana-5848	196	2	makes	make	VERB
cana-5848	196	3	it	it	PRON
cana-5848	196	4	more	more	ADV
cana-5848	196	5	appropriate	appropriate	ADJ
cana-5848	196	6	for	for	ADP
cana-5848	196	7	automated	automate	VERB
cana-5848	196	8	decision	decision	NOUN
cana-5848	196	9	support	support	NOUN
cana-5848	196	10	systems	system	NOUN
cana-5848	196	11	and	and	CCONJ
cana-5848	196	12	real	real	ADJ
cana-5848	196	13	-	-	PUNCT
cana-5848	196	14	time	time	NOUN
cana-5848	196	15	risk	risk	NOUN
cana-5848	196	16	stratification	stratification	NOUN
cana-5848	196	17	in	in	ADP
cana-5848	196	18	large	large	ADJ
cana-5848	196	19	-	-	PUNCT
cana-5848	196	20	scale	scale	NOUN
cana-5848	196	21	screenings	screening	NOUN
cana-5848	196	22	.	.	PUNCT
cana-5848	197	1	this	this	DET
cana-5848	197	2	dichotomy	dichotomy	NOUN
cana-5848	197	3	emphasizes	emphasize	VERB
cana-5848	197	4	that	that	SCONJ
cana-5848	197	5	neither	neither	DET
cana-5848	197	6	model	model	NOUN
cana-5848	197	7	is	be	AUX
cana-5848	197	8	categorically	categorically	ADV
cana-5848	197	9	superior	superior	ADJ
cana-5848	197	10	;	;	PUNCT
cana-5848	197	11	rather	rather	ADV
cana-5848	197	12	,	,	PUNCT
cana-5848	197	13	the	the	DET
cana-5848	197	14	selection	selection	NOUN
cana-5848	197	15	should	should	AUX
cana-5848	197	16	be	be	AUX
cana-5848	197	17	guided	guide	VERB
cana-5848	197	18	by	by	ADP
cana-5848	197	19	the	the	DET
cana-5848	197	20	specific	specific	ADJ
cana-5848	197	21	operational	operational	ADJ
cana-5848	197	22	context	context	NOUN
cana-5848	197	23	.	.	PUNCT
cana-5848	198	1	communications	communication	NOUN
cana-5848	198	2	on	on	ADP
cana-5848	198	3	applied	apply	VERB
cana-5848	198	4	nonlinear	nonlinear	ADJ
cana-5848	198	5	analysis	analysis	NOUN
cana-5848	198	6	issn	issn	NOUN
cana-5848	198	7	:	:	PUNCT
cana-5848	198	8	1074	1074	NUM
cana-5848	198	9	-	-	PUNCT
cana-5848	198	10	133x	133x	NUM
cana-5848	198	11	vol	vol	NOUN
cana-5848	198	12	30	30	NUM
cana-5848	198	13	no	no	NOUN
cana-5848	198	14	.	.	NOUN
cana-5848	198	15	4	4	NUM
cana-5848	198	16	(	(	PUNCT
cana-5848	198	17	2023	2023	NUM
cana-5848	198	18	)	)	PUNCT
cana-5848	198	19	197	197	NUM
cana-5848	198	20	https://internationalpubls.com	https://internationalpubls.com	SYM
cana-5848	198	21	10.2	10.2	NUM
cana-5848	198	22	role	role	NOUN
cana-5848	198	23	of	of	ADP
cana-5848	198	24	fuzzy	fuzzy	ADJ
cana-5848	198	25	soft	soft	ADJ
cana-5848	198	26	sets	set	NOUN
cana-5848	198	27	in	in	ADP
cana-5848	198	28	handling	handle	VERB
cana-5848	198	29	uncertainty	uncertainty	NOUN
cana-5848	198	30	:	:	PUNCT
cana-5848	198	31	fuzzy	fuzzy	ADJ
cana-5848	198	32	soft	soft	ADJ
cana-5848	198	33	sets	set	NOUN
cana-5848	198	34	enabled	enable	VERB
cana-5848	198	35	the	the	DET
cana-5848	198	36	system	system	NOUN
cana-5848	198	37	to	to	PART
cana-5848	198	38	model	model	VERB
cana-5848	198	39	uncertain	uncertain	ADJ
cana-5848	198	40	,	,	PUNCT
cana-5848	198	41	incomplete	incomplete	ADJ
cana-5848	198	42	,	,	PUNCT
cana-5848	198	43	and	and	CCONJ
cana-5848	198	44	vague	vague	ADJ
cana-5848	198	45	medical	medical	ADJ
cana-5848	198	46	data	datum	NOUN
cana-5848	198	47	more	more	ADV
cana-5848	198	48	flexibly	flexibly	ADV
cana-5848	198	49	than	than	ADP
cana-5848	198	50	traditional	traditional	ADJ
cana-5848	198	51	crisp	crisp	ADJ
cana-5848	198	52	classifiers	classifier	NOUN
cana-5848	198	53	.	.	PUNCT
cana-5848	199	1	they	they	PRON
cana-5848	199	2	provided	provide	VERB
cana-5848	199	3	:	:	PUNCT
cana-5848	199	4	•	•	ADP
cana-5848	199	5	robust	robust	ADJ
cana-5848	199	6	parameter	parameter	NOUN
cana-5848	199	7	handling	handling	NOUN
cana-5848	199	8	,	,	PUNCT
cana-5848	199	9	allowing	allow	VERB
cana-5848	199	10	for	for	ADP
cana-5848	199	11	decision	decision	NOUN
cana-5848	199	12	-	-	PUNCT
cana-5848	199	13	making	making	NOUN
cana-5848	199	14	even	even	ADV
cana-5848	199	15	with	with	ADP
cana-5848	199	16	partial	partial	ADJ
cana-5848	199	17	data	datum	NOUN
cana-5848	199	18	.	.	PUNCT
cana-5848	200	1	•	•	NUM
cana-5848	200	2	contextual	contextual	ADJ
cana-5848	200	3	weighting	weighting	NOUN
cana-5848	200	4	,	,	PUNCT
cana-5848	200	5	enabling	enable	VERB
cana-5848	200	6	different	different	ADJ
cana-5848	200	7	importance	importance	NOUN
cana-5848	200	8	for	for	ADP
cana-5848	200	9	symptoms	symptom	NOUN
cana-5848	200	10	in	in	ADP
cana-5848	200	11	gastric	gastric	ADJ
cana-5848	200	12	vs.	vs.	ADP
cana-5848	200	13	prostate	prostate	NOUN
cana-5848	200	14	cancer	cancer	NOUN
cana-5848	200	15	.	.	PUNCT
cana-5848	201	1	•	•	NUM
cana-5848	201	2	a	a	DET
cana-5848	201	3	natural	natural	ADJ
cana-5848	201	4	way	way	NOUN
cana-5848	201	5	to	to	PART
cana-5848	201	6	integrate	integrate	VERB
cana-5848	201	7	linguistic	linguistic	ADJ
cana-5848	201	8	descriptions	description	NOUN
cana-5848	201	9	into	into	ADP
cana-5848	201	10	the	the	DET
cana-5848	201	11	inference	inference	NOUN
cana-5848	201	12	process	process	NOUN
cana-5848	201	13	.	.	PUNCT
cana-5848	202	1	this	this	PRON
cana-5848	202	2	confirms	confirm	VERB
cana-5848	202	3	the	the	DET
cana-5848	202	4	theoretical	theoretical	ADJ
cana-5848	202	5	proposition	proposition	NOUN
cana-5848	202	6	that	that	PRON
cana-5848	202	7	fuzzy	fuzzy	ADJ
cana-5848	202	8	soft	soft	ADJ
cana-5848	202	9	logic	logic	NOUN
cana-5848	202	10	is	be	AUX
cana-5848	202	11	an	an	DET
cana-5848	202	12	effective	effective	ADJ
cana-5848	202	13	paradigm	paradigm	NOUN
cana-5848	202	14	for	for	ADP
cana-5848	202	15	medical	medical	ADJ
cana-5848	202	16	reasoning	reasoning	NOUN
cana-5848	202	17	under	under	ADP
cana-5848	202	18	uncertainty	uncertainty	NOUN
cana-5848	202	19	.	.	PUNCT
cana-5848	203	1	10.3	10.3	NUM
cana-5848	203	2	clinical	clinical	ADJ
cana-5848	203	3	implications	implication	NOUN
cana-5848	203	4	:	:	PUNCT
cana-5848	203	5	from	from	ADP
cana-5848	203	6	a	a	DET
cana-5848	203	7	clinical	clinical	ADJ
cana-5848	203	8	standpoint	standpoint	NOUN
cana-5848	203	9	:	:	PUNCT
cana-5848	203	10	•	•	NUM
cana-5848	203	11	mamdani	mamdani	PROPN
cana-5848	203	12	fis	fis	PROPN
cana-5848	203	13	may	may	AUX
cana-5848	203	14	be	be	AUX
cana-5848	203	15	preferred	prefer	VERB
cana-5848	203	16	in	in	ADP
cana-5848	203	17	early	early	ADJ
cana-5848	203	18	pilot	pilot	NOUN
cana-5848	203	19	deployments	deployment	NOUN
cana-5848	203	20	or	or	CCONJ
cana-5848	203	21	in	in	ADP
cana-5848	203	22	settings	setting	NOUN
cana-5848	203	23	requiring	require	VERB
cana-5848	203	24	clinician	clinician	ADJ
cana-5848	203	25	oversight	oversight	NOUN
cana-5848	203	26	.	.	PUNCT
cana-5848	204	1	•	•	NUM
cana-5848	204	2	sugeno	sugeno	NOUN
cana-5848	204	3	fis	fis	PROPN
cana-5848	204	4	is	be	AUX
cana-5848	204	5	better	well	ADV
cana-5848	204	6	aligned	align	VERB
cana-5848	204	7	with	with	ADP
cana-5848	204	8	telemedicine	telemedicine	NOUN
cana-5848	204	9	,	,	PUNCT
cana-5848	204	10	wearable	wearable	ADJ
cana-5848	204	11	diagnostic	diagnostic	ADJ
cana-5848	204	12	platforms	platform	NOUN
cana-5848	204	13	,	,	PUNCT
cana-5848	204	14	or	or	CCONJ
cana-5848	204	15	aibased	aibase	VERB
cana-5848	204	16	triage	triage	NOUN
cana-5848	204	17	tools	tool	NOUN
cana-5848	204	18	,	,	PUNCT
cana-5848	204	19	where	where	SCONJ
cana-5848	204	20	speed	speed	NOUN
cana-5848	204	21	and	and	CCONJ
cana-5848	204	22	accuracy	accuracy	NOUN
cana-5848	204	23	take	take	VERB
cana-5848	204	24	precedence	precedence	NOUN
cana-5848	204	25	.	.	PUNCT
cana-5848	205	1	importantly	importantly	ADV
cana-5848	205	2	,	,	PUNCT
cana-5848	205	3	both	both	DET
cana-5848	205	4	systems	system	NOUN
cana-5848	205	5	demonstrated	demonstrate	VERB
cana-5848	205	6	high	high	ADJ
cana-5848	205	7	f1	f1	PROPN
cana-5848	205	8	scores	score	NOUN
cana-5848	205	9	,	,	PUNCT
cana-5848	205	10	suggesting	suggest	VERB
cana-5848	205	11	practical	practical	ADJ
cana-5848	205	12	viability	viability	NOUN
cana-5848	205	13	in	in	ADP
cana-5848	205	14	identifying	identify	VERB
cana-5848	205	15	true	true	ADJ
cana-5848	205	16	cancer	cancer	NOUN
cana-5848	205	17	risks	risk	NOUN
cana-5848	205	18	while	while	SCONJ
cana-5848	205	19	minimizing	minimize	VERB
cana-5848	205	20	misclassifications	misclassification	NOUN
cana-5848	205	21	.	.	PUNCT
cana-5848	206	1	10.4	10.4	NUM
cana-5848	206	2	observations	observation	NOUN
cana-5848	206	3	from	from	ADP
cana-5848	206	4	error	error	NOUN
cana-5848	206	5	patterns	pattern	NOUN
cana-5848	206	6	:	:	PUNCT
cana-5848	206	7	error	error	NOUN
cana-5848	206	8	analysis	analysis	NOUN
cana-5848	206	9	revealed	reveal	VERB
cana-5848	206	10	:	:	PUNCT
cana-5848	206	11	•	•	NUM
cana-5848	206	12	mamdani	mamdani	NOUN
cana-5848	206	13	occasionally	occasionally	ADV
cana-5848	206	14	misclassified	misclassifie	VERB
cana-5848	206	15	medium	medium	ADJ
cana-5848	206	16	-	-	PUNCT
cana-5848	206	17	risk	risk	NOUN
cana-5848	206	18	patients	patient	NOUN
cana-5848	206	19	due	due	ADJ
cana-5848	206	20	to	to	PART
cana-5848	206	21	discrete	discrete	VERB
cana-5848	206	22	output	output	NOUN
cana-5848	206	23	transitions	transition	NOUN
cana-5848	206	24	.	.	PUNCT
cana-5848	207	1	•	•	NUM
cana-5848	207	2	sugeno	sugeno	NOUN
cana-5848	207	3	was	be	AUX
cana-5848	207	4	more	more	ADV
cana-5848	207	5	reliable	reliable	ADJ
cana-5848	207	6	in	in	ADP
cana-5848	207	7	edge	edge	NOUN
cana-5848	207	8	cases	case	NOUN
cana-5848	207	9	due	due	ADJ
cana-5848	207	10	to	to	ADP
cana-5848	207	11	smoother	smooth	ADJ
cana-5848	207	12	output	output	NOUN
cana-5848	207	13	gradients	gradient	NOUN
cana-5848	207	14	,	,	PUNCT
cana-5848	207	15	allowing	allow	VERB
cana-5848	207	16	more	more	ADV
cana-5848	207	17	nuanced	nuanced	ADJ
cana-5848	207	18	risk	risk	NOUN
cana-5848	207	19	scoring	scoring	NOUN
cana-5848	207	20	.	.	PUNCT
cana-5848	208	1	•	•	NUM
cana-5848	209	1	both	both	DET
cana-5848	209	2	systems	system	NOUN
cana-5848	209	3	performed	perform	VERB
cana-5848	209	4	comparably	comparably	ADV
cana-5848	209	5	on	on	ADP
cana-5848	209	6	lowand	lowand	ADJ
cana-5848	209	7	high	high	ADJ
cana-5848	209	8	-	-	PUNCT
cana-5848	209	9	risk	risk	NOUN
cana-5848	209	10	extremes	extreme	NOUN
cana-5848	209	11	,	,	PUNCT
cana-5848	209	12	with	with	ADP
cana-5848	209	13	most	most	ADJ
cana-5848	209	14	variability	variability	NOUN
cana-5848	209	15	seen	see	VERB
cana-5848	209	16	in	in	ADP
cana-5848	209	17	mid	mid	ADJ
cana-5848	209	18	-	-	ADJ
cana-5848	209	19	range	range	ADJ
cana-5848	209	20	predictions	prediction	NOUN
cana-5848	209	21	.	.	PUNCT
cana-5848	210	1	these	these	DET
cana-5848	210	2	insights	insight	NOUN
cana-5848	210	3	point	point	VERB
cana-5848	210	4	to	to	ADP
cana-5848	210	5	the	the	DET
cana-5848	210	6	potential	potential	ADJ
cana-5848	210	7	benefit	benefit	NOUN
cana-5848	210	8	of	of	ADP
cana-5848	210	9	hybrid	hybrid	ADJ
cana-5848	210	10	systems	system	NOUN
cana-5848	210	11	that	that	PRON
cana-5848	210	12	combine	combine	VERB
cana-5848	210	13	mamdani	mamdani	PROPN
cana-5848	210	14	’s	’s	PART
cana-5848	210	15	interpretability	interpretability	NOUN
cana-5848	210	16	with	with	ADP
cana-5848	210	17	sugeno	sugeno	PROPN
cana-5848	210	18	’s	’s	PART
cana-5848	210	19	computational	computational	ADJ
cana-5848	210	20	advantages	advantage	NOUN
cana-5848	210	21	.	.	PUNCT
cana-5848	211	1	10.5	10.5	NUM
cana-5848	211	2	expert	expert	NOUN
cana-5848	211	3	feedback	feedback	NOUN
cana-5848	211	4	and	and	CCONJ
cana-5848	211	5	system	system	NOUN
cana-5848	211	6	trust	trust	NOUN
cana-5848	211	7	:	:	PUNCT
cana-5848	211	8	feedback	feedback	NOUN
cana-5848	211	9	from	from	ADP
cana-5848	211	10	medical	medical	ADJ
cana-5848	211	11	professionals	professional	NOUN
cana-5848	211	12	highlighted	highlight	VERB
cana-5848	211	13	:	:	PUNCT
cana-5848	211	14	•	•	ADP
cana-5848	211	15	a	a	DET
cana-5848	211	16	strong	strong	ADJ
cana-5848	211	17	preference	preference	NOUN
cana-5848	211	18	for	for	ADP
cana-5848	211	19	mamdani	mamdani	NOUN
cana-5848	211	20	in	in	ADP
cana-5848	211	21	educational	educational	ADJ
cana-5848	211	22	and	and	CCONJ
cana-5848	211	23	early	early	ADJ
cana-5848	211	24	diagnostic	diagnostic	ADJ
cana-5848	211	25	tools	tool	NOUN
cana-5848	211	26	.	.	PUNCT
cana-5848	212	1	•	•	NUM
cana-5848	212	2	greater	great	ADJ
cana-5848	212	3	trust	trust	NOUN
cana-5848	212	4	in	in	ADP
cana-5848	212	5	sugeno	sugeno	PROPN
cana-5848	212	6	’s	’s	PART
cana-5848	212	7	numerical	numerical	ADJ
cana-5848	212	8	consistency	consistency	NOUN
cana-5848	212	9	for	for	ADP
cana-5848	212	10	high	high	ADJ
cana-5848	212	11	-	-	PUNCT
cana-5848	212	12	throughput	throughput	NOUN
cana-5848	212	13	use	use	NOUN
cana-5848	212	14	cases	case	NOUN
cana-5848	212	15	.	.	PUNCT
cana-5848	213	1	•	•	NUM
cana-5848	213	2	recognition	recognition	NOUN
cana-5848	213	3	that	that	SCONJ
cana-5848	213	4	fuzzy	fuzzy	ADJ
cana-5848	213	5	logic	logic	NOUN
cana-5848	213	6	–	–	PUNCT
cana-5848	213	7	based	base	VERB
cana-5848	213	8	systems	system	NOUN
cana-5848	213	9	help	help	AUX
cana-5848	213	10	bridge	bridge	VERB
cana-5848	213	11	the	the	DET
cana-5848	213	12	gap	gap	NOUN
cana-5848	213	13	between	between	ADP
cana-5848	213	14	algorithmic	algorithmic	ADJ
cana-5848	213	15	output	output	NOUN
cana-5848	213	16	and	and	CCONJ
cana-5848	213	17	human	human	ADJ
cana-5848	213	18	judgment	judgment	NOUN
cana-5848	213	19	.	.	PUNCT
cana-5848	214	1	this	this	PRON
cana-5848	214	2	underlines	underline	VERB
cana-5848	214	3	the	the	DET
cana-5848	214	4	acceptance	acceptance	NOUN
cana-5848	214	5	and	and	CCONJ
cana-5848	214	6	adaptability	adaptability	NOUN
cana-5848	214	7	of	of	ADP
cana-5848	214	8	fuzzy	fuzzy	ADJ
cana-5848	214	9	logic	logic	NOUN
cana-5848	214	10	models	model	NOUN
cana-5848	214	11	in	in	ADP
cana-5848	214	12	healthcare	healthcare	NOUN
cana-5848	214	13	decisionmaking	decisionmake	VERB
cana-5848	214	14	when	when	SCONJ
cana-5848	214	15	appropriately	appropriately	ADV
cana-5848	214	16	tailored	tailor	VERB
cana-5848	214	17	to	to	ADP
cana-5848	214	18	clinical	clinical	ADJ
cana-5848	214	19	needs	need	NOUN
cana-5848	214	20	.	.	PUNCT
cana-5848	215	1	10.6	10.6	NUM
cana-5848	215	2	alignment	alignment	NOUN
cana-5848	215	3	with	with	ADP
cana-5848	215	4	literature	literature	NOUN
cana-5848	215	5	:	:	PUNCT
cana-5848	215	6	the	the	DET
cana-5848	215	7	findings	finding	NOUN
cana-5848	215	8	reinforce	reinforce	VERB
cana-5848	215	9	prior	prior	ADJ
cana-5848	215	10	studies	study	NOUN
cana-5848	215	11	in	in	ADP
cana-5848	215	12	fuzzy	fuzzy	ADJ
cana-5848	215	13	healthcare	healthcare	NOUN
cana-5848	215	14	systems	system	NOUN
cana-5848	215	15	(	(	PUNCT
cana-5848	215	16	e.g.	e.g.	ADV
cana-5848	215	17	,	,	PUNCT
cana-5848	215	18	yadav	yadav	PROPN
cana-5848	215	19	et	et	PROPN
cana-5848	215	20	al	al	PROPN
cana-5848	215	21	.	.	PROPN
cana-5848	215	22	,	,	PUNCT
cana-5848	215	23	2023	2023	NUM
cana-5848	215	24	;	;	PUNCT
cana-5848	215	25	zhang	zhang	PROPN
cana-5848	215	26	et	et	PROPN
cana-5848	215	27	al	al	PROPN
cana-5848	215	28	.	.	PROPN
cana-5848	215	29	,	,	PUNCT
cana-5848	215	30	2023	2023	NUM
cana-5848	215	31	)	)	PUNCT
cana-5848	215	32	which	which	PRON
cana-5848	215	33	concluded	conclude	VERB
cana-5848	215	34	that	that	SCONJ
cana-5848	215	35	fuzzy	fuzzy	ADJ
cana-5848	215	36	inference	inference	NOUN
cana-5848	215	37	enhances	enhance	VERB
cana-5848	215	38	classification	classification	NOUN
cana-5848	215	39	in	in	ADP
cana-5848	215	40	ambiguous	ambiguous	ADJ
cana-5848	215	41	data	datum	NOUN
cana-5848	215	42	environments	environment	NOUN
cana-5848	215	43	.	.	PUNCT
cana-5848	216	1	however	however	ADV
cana-5848	216	2	,	,	PUNCT
cana-5848	216	3	this	this	DET
cana-5848	216	4	study	study	NOUN
cana-5848	216	5	extends	extend	VERB
cana-5848	216	6	the	the	DET
cana-5848	216	7	state	state	NOUN
cana-5848	216	8	of	of	ADP
cana-5848	216	9	the	the	DET
cana-5848	216	10	art	art	NOUN
cana-5848	216	11	by	by	ADP
cana-5848	216	12	embedding	embed	VERB
cana-5848	216	13	fuzzy	fuzzy	ADJ
cana-5848	216	14	logic	logic	NOUN
cana-5848	216	15	within	within	ADP
cana-5848	216	16	a	a	DET
cana-5848	216	17	fuzzy	fuzzy	ADJ
cana-5848	216	18	soft	soft	ADJ
cana-5848	216	19	set	set	NOUN
cana-5848	216	20	structure	structure	NOUN
cana-5848	216	21	,	,	PUNCT
cana-5848	216	22	offering	offer	VERB
cana-5848	216	23	a	a	DET
cana-5848	216	24	richer	rich	ADJ
cana-5848	216	25	,	,	PUNCT
cana-5848	216	26	more	more	ADV
cana-5848	216	27	modular	modular	ADJ
cana-5848	216	28	representation	representation	NOUN
cana-5848	216	29	of	of	ADP
cana-5848	216	30	real	real	ADJ
cana-5848	216	31	-	-	PUNCT
cana-5848	216	32	world	world	NOUN
cana-5848	216	33	clinical	clinical	ADJ
cana-5848	216	34	uncertainty	uncertainty	NOUN
cana-5848	216	35	.	.	PUNCT
cana-5848	217	1	10.7	10.7	NUM
cana-5848	217	2	limitations	limitation	NOUN
cana-5848	217	3	and	and	CCONJ
cana-5848	217	4	future	future	ADJ
cana-5848	217	5	integration	integration	NOUN
cana-5848	217	6	:	:	PUNCT
cana-5848	217	7	although	although	SCONJ
cana-5848	217	8	both	both	DET
cana-5848	217	9	controllers	controller	NOUN
cana-5848	217	10	performed	perform	VERB
cana-5848	217	11	well	well	ADV
cana-5848	217	12	,	,	PUNCT
cana-5848	217	13	several	several	ADJ
cana-5848	217	14	limitations	limitation	NOUN
cana-5848	217	15	must	must	AUX
cana-5848	217	16	be	be	AUX
cana-5848	217	17	acknowledged	acknowledge	VERB
cana-5848	217	18	:	:	PUNCT
cana-5848	217	19	communications	communication	NOUN
cana-5848	217	20	on	on	ADP
cana-5848	217	21	applied	apply	VERB
cana-5848	217	22	nonlinear	nonlinear	ADJ
cana-5848	217	23	analysis	analysis	NOUN
cana-5848	217	24	issn	issn	NOUN
cana-5848	217	25	:	:	PUNCT
cana-5848	217	26	1074	1074	NUM
cana-5848	217	27	-	-	PUNCT
cana-5848	217	28	133x	133x	NUM
cana-5848	217	29	vol	vol	NOUN
cana-5848	217	30	30	30	NUM
cana-5848	217	31	no	no	NOUN
cana-5848	217	32	.	.	NOUN
cana-5848	217	33	4	4	NUM
cana-5848	217	34	(	(	PUNCT
cana-5848	217	35	2023	2023	NUM
cana-5848	217	36	)	)	PUNCT
cana-5848	217	37	198	198	NUM
cana-5848	217	38	https://internationalpubls.com	https://internationalpubls.com	X
cana-5848	217	39	•	•	ADP
cana-5848	217	40	the	the	DET
cana-5848	217	41	dataset	dataset	NOUN
cana-5848	217	42	,	,	PUNCT
cana-5848	217	43	while	while	SCONJ
cana-5848	217	44	balanced	balanced	ADJ
cana-5848	217	45	,	,	PUNCT
cana-5848	217	46	was	be	AUX
cana-5848	217	47	relatively	relatively	ADV
cana-5848	217	48	small	small	ADJ
cana-5848	217	49	in	in	ADP
cana-5848	217	50	scale	scale	NOUN
cana-5848	217	51	.	.	PUNCT
cana-5848	218	1	•	•	NUM
cana-5848	218	2	parameters	parameter	NOUN
cana-5848	218	3	were	be	AUX
cana-5848	218	4	selected	select	VERB
cana-5848	218	5	based	base	VERB
cana-5848	218	6	on	on	ADP
cana-5848	218	7	expert	expert	NOUN
cana-5848	218	8	intuition	intuition	NOUN
cana-5848	218	9	;	;	PUNCT
cana-5848	218	10	future	future	ADJ
cana-5848	218	11	versions	version	NOUN
cana-5848	218	12	could	could	AUX
cana-5848	218	13	incorporate	incorporate	VERB
cana-5848	218	14	automated	automate	VERB
cana-5848	218	15	feature	feature	NOUN
cana-5848	218	16	selection	selection	NOUN
cana-5848	218	17	or	or	CCONJ
cana-5848	218	18	optimization	optimization	NOUN
cana-5848	218	19	.	.	PUNCT
cana-5848	219	1	•	•	NUM
cana-5848	219	2	integration	integration	NOUN
cana-5848	219	3	into	into	ADP
cana-5848	219	4	electronic	electronic	ADJ
cana-5848	219	5	health	health	NOUN
cana-5848	219	6	record	record	NOUN
cana-5848	219	7	(	(	PUNCT
cana-5848	219	8	ehr	ehr	NOUN
cana-5848	219	9	)	)	PUNCT
cana-5848	219	10	systems	system	NOUN
cana-5848	219	11	or	or	CCONJ
cana-5848	219	12	mobile	mobile	ADJ
cana-5848	219	13	health	health	NOUN
cana-5848	219	14	platforms	platform	NOUN
cana-5848	219	15	remains	remain	VERB
cana-5848	219	16	to	to	PART
cana-5848	219	17	be	be	AUX
cana-5848	219	18	explored	explore	VERB
cana-5848	219	19	.	.	PUNCT
cana-5848	220	1	these	these	DET
cana-5848	220	2	limitations	limitation	NOUN
cana-5848	220	3	suggest	suggest	VERB
cana-5848	220	4	promising	promising	ADJ
cana-5848	220	5	avenues	avenue	NOUN
cana-5848	220	6	for	for	ADP
cana-5848	220	7	next	next	ADJ
cana-5848	220	8	-	-	PUNCT
cana-5848	220	9	phase	phase	NOUN
cana-5848	220	10	deployments	deployment	NOUN
cana-5848	220	11	and	and	CCONJ
cana-5848	220	12	hybrid	hybrid	NOUN
cana-5848	220	13	model	model	NOUN
cana-5848	220	14	evolution	evolution	NOUN
cana-5848	220	15	.	.	PUNCT
cana-5848	221	1	11	11	NUM
cana-5848	221	2	.	.	X
cana-5848	221	3	conclusion	conclusion	NOUN
cana-5848	221	4	:	:	PUNCT
cana-5848	221	5	this	this	DET
cana-5848	221	6	study	study	NOUN
cana-5848	221	7	presented	present	VERB
cana-5848	221	8	a	a	DET
cana-5848	221	9	comparative	comparative	ADJ
cana-5848	221	10	analysis	analysis	NOUN
cana-5848	221	11	of	of	ADP
cana-5848	221	12	mamdani	mamdani	NOUN
cana-5848	221	13	and	and	CCONJ
cana-5848	221	14	sugeno	sugeno	VERB
cana-5848	221	15	fuzzy	fuzzy	ADJ
cana-5848	221	16	inference	inference	NOUN
cana-5848	221	17	systems	system	NOUN
cana-5848	221	18	embedded	embed	VERB
cana-5848	221	19	within	within	ADP
cana-5848	221	20	a	a	DET
cana-5848	221	21	fuzzy	fuzzy	ADJ
cana-5848	221	22	soft	soft	ADJ
cana-5848	221	23	set	set	VERB
cana-5848	221	24	framework	framework	NOUN
cana-5848	221	25	for	for	ADP
cana-5848	221	26	evaluating	evaluate	VERB
cana-5848	221	27	cancer	cancer	NOUN
cana-5848	221	28	risk	risk	NOUN
cana-5848	221	29	,	,	PUNCT
cana-5848	221	30	specifically	specifically	ADV
cana-5848	221	31	targeting	target	VERB
cana-5848	221	32	gastric	gastric	ADJ
cana-5848	221	33	and	and	CCONJ
cana-5848	221	34	prostate	prostate	NOUN
cana-5848	221	35	cancer	cancer	NOUN
cana-5848	221	36	.	.	PUNCT
cana-5848	222	1	the	the	DET
cana-5848	222	2	investigation	investigation	NOUN
cana-5848	222	3	addressed	address	VERB
cana-5848	222	4	the	the	DET
cana-5848	222	5	pressing	press	VERB
cana-5848	222	6	need	need	NOUN
cana-5848	222	7	for	for	ADP
cana-5848	222	8	decision	decision	NOUN
cana-5848	222	9	-	-	PUNCT
cana-5848	222	10	making	make	VERB
cana-5848	222	11	systems	system	NOUN
cana-5848	222	12	that	that	PRON
cana-5848	222	13	can	can	AUX
cana-5848	222	14	handle	handle	VERB
cana-5848	222	15	ambiguity	ambiguity	NOUN
cana-5848	222	16	,	,	PUNCT
cana-5848	222	17	incompleteness	incompleteness	NOUN
cana-5848	222	18	,	,	PUNCT
cana-5848	222	19	and	and	CCONJ
cana-5848	222	20	linguistic	linguistic	ADJ
cana-5848	222	21	uncertainty	uncertainty	NOUN
cana-5848	222	22	inherent	inherent	ADJ
cana-5848	222	23	in	in	ADP
cana-5848	222	24	clinical	clinical	ADJ
cana-5848	222	25	diagnostics	diagnostic	NOUN
cana-5848	222	26	.	.	PUNCT
cana-5848	223	1	the	the	DET
cana-5848	223	2	results	result	NOUN
cana-5848	223	3	demonstrated	demonstrate	VERB
cana-5848	223	4	that	that	SCONJ
cana-5848	223	5	while	while	SCONJ
cana-5848	223	6	both	both	DET
cana-5848	223	7	models	model	NOUN
cana-5848	223	8	performed	perform	VERB
cana-5848	223	9	robustly	robustly	ADV
cana-5848	223	10	,	,	PUNCT
cana-5848	223	11	sugeno	sugeno	PROPN
cana-5848	223	12	fis	fis	PROPN
cana-5848	223	13	consistently	consistently	ADV
cana-5848	223	14	outperformed	outperform	VERB
cana-5848	223	15	mamdani	mamdani	PROPN
cana-5848	223	16	fis	fis	PROPN
cana-5848	223	17	in	in	ADP
cana-5848	223	18	terms	term	NOUN
cana-5848	223	19	of	of	ADP
cana-5848	223	20	predictive	predictive	ADJ
cana-5848	223	21	accuracy	accuracy	NOUN
cana-5848	223	22	,	,	PUNCT
cana-5848	223	23	sensitivity	sensitivity	NOUN
cana-5848	223	24	,	,	PUNCT
cana-5848	223	25	and	and	CCONJ
cana-5848	223	26	auc	auc	NOUN
cana-5848	223	27	-	-	PUNCT
cana-5848	223	28	roc	roc	NOUN
cana-5848	223	29	,	,	PUNCT
cana-5848	223	30	indicating	indicate	VERB
cana-5848	223	31	its	its	PRON
cana-5848	223	32	superior	superior	ADJ
cana-5848	223	33	capability	capability	NOUN
cana-5848	223	34	in	in	ADP
cana-5848	223	35	identifying	identify	VERB
cana-5848	223	36	true	true	ADJ
cana-5848	223	37	cancer	cancer	NOUN
cana-5848	223	38	risks	risk	NOUN
cana-5848	223	39	.	.	PUNCT
cana-5848	224	1	its	its	PRON
cana-5848	224	2	computational	computational	ADJ
cana-5848	224	3	efficiency	efficiency	NOUN
cana-5848	224	4	and	and	CCONJ
cana-5848	224	5	smooth	smooth	ADJ
cana-5848	224	6	output	output	NOUN
cana-5848	224	7	range	range	NOUN
cana-5848	224	8	make	make	VERB
cana-5848	224	9	it	it	PRON
cana-5848	224	10	more	more	ADV
cana-5848	224	11	suitable	suitable	ADJ
cana-5848	224	12	for	for	ADP
cana-5848	224	13	real	real	ADJ
cana-5848	224	14	-	-	PUNCT
cana-5848	224	15	time	time	NOUN
cana-5848	224	16	and	and	CCONJ
cana-5848	224	17	large	large	ADJ
cana-5848	224	18	-	-	PUNCT
cana-5848	224	19	scale	scale	NOUN
cana-5848	224	20	deployments	deployment	NOUN
cana-5848	224	21	.	.	PUNCT
cana-5848	225	1	on	on	ADP
cana-5848	225	2	the	the	DET
cana-5848	225	3	other	other	ADJ
cana-5848	225	4	hand	hand	NOUN
cana-5848	225	5	,	,	PUNCT
cana-5848	225	6	mamdani	mamdani	PROPN
cana-5848	225	7	fis	fis	PROPN
cana-5848	225	8	showed	show	VERB
cana-5848	225	9	higher	high	ADJ
cana-5848	225	10	interpretability	interpretability	NOUN
cana-5848	225	11	and	and	CCONJ
cana-5848	225	12	clarity	clarity	NOUN
cana-5848	225	13	,	,	PUNCT
cana-5848	225	14	making	make	VERB
cana-5848	225	15	it	it	PRON
cana-5848	225	16	a	a	DET
cana-5848	225	17	valuable	valuable	ADJ
cana-5848	225	18	tool	tool	NOUN
cana-5848	225	19	in	in	ADP
cana-5848	225	20	settings	setting	NOUN
cana-5848	225	21	where	where	SCONJ
cana-5848	225	22	decision	decision	NOUN
cana-5848	225	23	transparency	transparency	NOUN
cana-5848	225	24	and	and	CCONJ
cana-5848	225	25	physician	physician	NOUN
cana-5848	225	26	explainability	explainability	NOUN
cana-5848	225	27	are	be	AUX
cana-5848	225	28	essential	essential	ADJ
cana-5848	225	29	.	.	PUNCT
cana-5848	226	1	its	its	PRON
cana-5848	226	2	rule	rule	NOUN
cana-5848	226	3	-	-	PUNCT
cana-5848	226	4	based	base	VERB
cana-5848	226	5	structure	structure	NOUN
cana-5848	226	6	offers	offer	VERB
cana-5848	226	7	clinicians	clinician	NOUN
cana-5848	226	8	a	a	DET
cana-5848	226	9	more	more	ADV
cana-5848	226	10	intuitive	intuitive	ADJ
cana-5848	226	11	understanding	understanding	NOUN
cana-5848	226	12	of	of	ADP
cana-5848	226	13	the	the	DET
cana-5848	226	14	reasoning	reasoning	NOUN
cana-5848	226	15	behind	behind	ADP
cana-5848	226	16	the	the	DET
cana-5848	226	17	model	model	NOUN
cana-5848	226	18	’s	’s	PART
cana-5848	226	19	classifications	classification	NOUN
cana-5848	226	20	.	.	PUNCT
cana-5848	227	1	by	by	ADP
cana-5848	227	2	integrating	integrate	VERB
cana-5848	227	3	fuzzy	fuzzy	ADJ
cana-5848	227	4	soft	soft	ADJ
cana-5848	227	5	sets	set	NOUN
cana-5848	227	6	,	,	PUNCT
cana-5848	227	7	the	the	DET
cana-5848	227	8	framework	framework	NOUN
cana-5848	227	9	successfully	successfully	ADV
cana-5848	227	10	enhanced	enhance	VERB
cana-5848	227	11	the	the	DET
cana-5848	227	12	modeling	modeling	NOUN
cana-5848	227	13	of	of	ADP
cana-5848	227	14	uncertain	uncertain	ADJ
cana-5848	227	15	and	and	CCONJ
cana-5848	227	16	partial	partial	ADJ
cana-5848	227	17	information	information	NOUN
cana-5848	227	18	—	—	PUNCT
cana-5848	227	19	common	common	ADJ
cana-5848	227	20	challenges	challenge	NOUN
cana-5848	227	21	in	in	ADP
cana-5848	227	22	medical	medical	ADJ
cana-5848	227	23	diagnostics	diagnostic	NOUN
cana-5848	227	24	.	.	PUNCT
cana-5848	228	1	this	this	PRON
cana-5848	228	2	reinforced	reinforce	VERB
cana-5848	228	3	the	the	DET
cana-5848	228	4	idea	idea	NOUN
cana-5848	228	5	that	that	SCONJ
cana-5848	228	6	combining	combine	VERB
cana-5848	228	7	fuzzy	fuzzy	ADJ
cana-5848	228	8	logic	logic	NOUN
cana-5848	228	9	with	with	ADP
cana-5848	228	10	soft	soft	ADJ
cana-5848	228	11	computing	computing	NOUN
cana-5848	228	12	principles	principle	NOUN
cana-5848	228	13	offers	offer	VERB
cana-5848	228	14	a	a	DET
cana-5848	228	15	viable	viable	ADJ
cana-5848	228	16	and	and	CCONJ
cana-5848	228	17	effective	effective	ADJ
cana-5848	228	18	approach	approach	NOUN
cana-5848	228	19	for	for	ADP
cana-5848	228	20	healthcare	healthcare	NOUN
cana-5848	228	21	decision	decision	NOUN
cana-5848	228	22	support	support	NOUN
cana-5848	228	23	.	.	PUNCT
cana-5848	229	1	ultimately	ultimately	ADV
cana-5848	229	2	,	,	PUNCT
cana-5848	229	3	this	this	DET
cana-5848	229	4	study	study	NOUN
cana-5848	229	5	highlights	highlight	VERB
cana-5848	229	6	the	the	DET
cana-5848	229	7	context	context	NOUN
cana-5848	229	8	-	-	PUNCT
cana-5848	229	9	dependent	dependent	ADJ
cana-5848	229	10	strengths	strength	NOUN
cana-5848	229	11	of	of	ADP
cana-5848	229	12	each	each	DET
cana-5848	229	13	fis	fis	PROPN
cana-5848	229	14	model	model	NOUN
cana-5848	229	15	,	,	PUNCT
cana-5848	229	16	advocating	advocate	VERB
cana-5848	229	17	for	for	ADP
cana-5848	229	18	adaptive	adaptive	ADJ
cana-5848	229	19	hybrid	hybrid	ADJ
cana-5848	229	20	systems	system	NOUN
cana-5848	229	21	that	that	PRON
cana-5848	229	22	can	can	AUX
cana-5848	229	23	optimize	optimize	VERB
cana-5848	229	24	performance	performance	NOUN
cana-5848	229	25	while	while	SCONJ
cana-5848	229	26	maintaining	maintain	VERB
cana-5848	229	27	clinical	clinical	ADJ
cana-5848	229	28	trust	trust	NOUN
cana-5848	229	29	and	and	CCONJ
cana-5848	229	30	transparency	transparency	NOUN
cana-5848	229	31	.	.	PUNCT
cana-5848	230	1	12	12	NUM
cana-5848	230	2	.	.	PUNCT
cana-5848	231	1	future	future	ADJ
cana-5848	231	2	scope	scope	NOUN
cana-5848	231	3	:	:	PUNCT
cana-5848	231	4	while	while	SCONJ
cana-5848	231	5	the	the	DET
cana-5848	231	6	proposed	propose	VERB
cana-5848	231	7	models	model	NOUN
cana-5848	231	8	demonstrate	demonstrate	VERB
cana-5848	231	9	strong	strong	ADJ
cana-5848	231	10	potential	potential	NOUN
cana-5848	231	11	,	,	PUNCT
cana-5848	231	12	several	several	ADJ
cana-5848	231	13	directions	direction	NOUN
cana-5848	231	14	exist	exist	VERB
cana-5848	231	15	for	for	ADP
cana-5848	231	16	extending	extend	VERB
cana-5848	231	17	this	this	DET
cana-5848	231	18	research	research	NOUN
cana-5848	231	19	to	to	PART
cana-5848	231	20	enhance	enhance	VERB
cana-5848	231	21	its	its	PRON
cana-5848	231	22	clinical	clinical	ADJ
cana-5848	231	23	relevance	relevance	NOUN
cana-5848	231	24	and	and	CCONJ
cana-5848	231	25	scalability	scalability	NOUN
cana-5848	231	26	:	:	PUNCT
cana-5848	231	27	12.1	12.1	NUM
cana-5848	231	28	hybrid	hybrid	ADJ
cana-5848	231	29	model	model	NOUN
cana-5848	231	30	development	development	NOUN
cana-5848	231	31	:	:	PUNCT
cana-5848	231	32	future	future	ADJ
cana-5848	231	33	work	work	NOUN
cana-5848	231	34	could	could	AUX
cana-5848	231	35	explore	explore	VERB
cana-5848	231	36	hybrid	hybrid	ADJ
cana-5848	231	37	fuzzy	fuzzy	ADJ
cana-5848	231	38	models	model	NOUN
cana-5848	231	39	that	that	PRON
cana-5848	231	40	combine	combine	VERB
cana-5848	231	41	the	the	DET
cana-5848	231	42	interpretability	interpretability	NOUN
cana-5848	231	43	of	of	ADP
cana-5848	231	44	mamdani	mamdani	NOUN
cana-5848	231	45	with	with	ADP
cana-5848	231	46	the	the	DET
cana-5848	231	47	numerical	numerical	ADJ
cana-5848	231	48	strength	strength	NOUN
cana-5848	231	49	of	of	ADP
cana-5848	231	50	sugeno	sugeno	NOUN
cana-5848	231	51	.	.	PUNCT
cana-5848	232	1	such	such	ADJ
cana-5848	232	2	systems	system	NOUN
cana-5848	232	3	may	may	AUX
cana-5848	232	4	dynamically	dynamically	ADV
cana-5848	232	5	switch	switch	VERB
cana-5848	232	6	between	between	ADP
cana-5848	232	7	modes	mode	NOUN
cana-5848	232	8	based	base	VERB
cana-5848	232	9	on	on	ADP
cana-5848	232	10	input	input	NOUN
cana-5848	232	11	type	type	NOUN
cana-5848	232	12	,	,	PUNCT
cana-5848	232	13	risk	risk	NOUN
cana-5848	232	14	zone	zone	NOUN
cana-5848	232	15	,	,	PUNCT
cana-5848	232	16	or	or	CCONJ
cana-5848	232	17	required	require	VERB
cana-5848	232	18	explanation	explanation	NOUN
cana-5848	232	19	level	level	NOUN
cana-5848	232	20	.	.	PUNCT
cana-5848	233	1	12.2	12.2	NUM
cana-5848	233	2	integration	integration	NOUN
cana-5848	233	3	with	with	ADP
cana-5848	233	4	real	real	ADJ
cana-5848	233	5	-	-	PUNCT
cana-5848	233	6	time	time	NOUN
cana-5848	233	7	clinical	clinical	ADJ
cana-5848	233	8	platforms	platform	NOUN
cana-5848	233	9	:	:	PUNCT
cana-5848	233	10	the	the	DET
cana-5848	233	11	current	current	ADJ
cana-5848	233	12	setup	setup	NOUN
cana-5848	233	13	is	be	AUX
cana-5848	233	14	simulation	simulation	NOUN
cana-5848	233	15	-	-	PUNCT
cana-5848	233	16	based	base	VERB
cana-5848	233	17	.	.	PUNCT
cana-5848	234	1	integration	integration	NOUN
cana-5848	234	2	with	with	ADP
cana-5848	234	3	electronic	electronic	ADJ
cana-5848	234	4	health	health	NOUN
cana-5848	234	5	records	record	NOUN
cana-5848	234	6	(	(	PUNCT
cana-5848	234	7	ehrs	ehrs	INTJ
cana-5848	234	8	)	)	PUNCT
cana-5848	234	9	and	and	CCONJ
cana-5848	234	10	hospital	hospital	NOUN
cana-5848	234	11	information	information	NOUN
cana-5848	234	12	systems	system	NOUN
cana-5848	234	13	would	would	AUX
cana-5848	234	14	enable	enable	VERB
cana-5848	234	15	seamless	seamless	ADJ
cana-5848	234	16	real	real	ADJ
cana-5848	234	17	-	-	PUNCT
cana-5848	234	18	time	time	NOUN
cana-5848	234	19	analysis	analysis	NOUN
cana-5848	234	20	and	and	CCONJ
cana-5848	234	21	clinician	clinician	NOUN
cana-5848	234	22	feedback	feedback	NOUN
cana-5848	234	23	.	.	PUNCT
cana-5848	235	1	apis	apis	PROPN
cana-5848	235	2	for	for	ADP
cana-5848	235	3	mobile	mobile	ADJ
cana-5848	235	4	health	health	NOUN
cana-5848	235	5	platforms	platform	NOUN
cana-5848	235	6	or	or	CCONJ
cana-5848	235	7	wearable	wearable	ADJ
cana-5848	235	8	diagnostic	diagnostic	ADJ
cana-5848	235	9	devices	device	NOUN
cana-5848	235	10	could	could	AUX
cana-5848	235	11	further	far	ADV
cana-5848	235	12	extend	extend	VERB
cana-5848	235	13	applicability	applicability	NOUN
cana-5848	235	14	.	.	PUNCT
cana-5848	236	1	12.3	12.3	NUM
cana-5848	236	2	adaptive	adaptive	ADJ
cana-5848	236	3	and	and	CCONJ
cana-5848	236	4	personalized	personalized	ADJ
cana-5848	236	5	inference	inference	NOUN
cana-5848	236	6	:	:	PUNCT
cana-5848	236	7	incorporating	incorporate	VERB
cana-5848	236	8	adaptive	adaptive	ADJ
cana-5848	236	9	learning	learn	VERB
cana-5848	236	10	algorithms	algorithm	NOUN
cana-5848	236	11	to	to	PART
cana-5848	236	12	personalize	personalize	VERB
cana-5848	236	13	fuzzy	fuzzy	ADJ
cana-5848	236	14	rule	rule	NOUN
cana-5848	236	15	weights	weight	NOUN
cana-5848	236	16	based	base	VERB
cana-5848	236	17	on	on	ADP
cana-5848	236	18	patient	patient	ADJ
cana-5848	236	19	history	history	NOUN
cana-5848	236	20	,	,	PUNCT
cana-5848	236	21	genetic	genetic	ADJ
cana-5848	236	22	markers	marker	NOUN
cana-5848	236	23	,	,	PUNCT
cana-5848	236	24	or	or	CCONJ
cana-5848	236	25	environmental	environmental	ADJ
cana-5848	236	26	factors	factor	NOUN
cana-5848	236	27	can	can	AUX
cana-5848	236	28	increase	increase	VERB
cana-5848	236	29	precision	precision	NOUN
cana-5848	236	30	.	.	PUNCT
cana-5848	237	1	machine	machine	NOUN
cana-5848	237	2	learning	learn	VERB
cana-5848	237	3	communications	communication	NOUN
cana-5848	237	4	on	on	ADP
cana-5848	237	5	applied	apply	VERB
cana-5848	237	6	nonlinear	nonlinear	ADJ
cana-5848	237	7	analysis	analysis	NOUN
cana-5848	237	8	issn	issn	NOUN
cana-5848	237	9	:	:	PUNCT
cana-5848	237	10	1074	1074	NUM
cana-5848	237	11	-	-	PUNCT
cana-5848	237	12	133x	133x	NUM
cana-5848	237	13	vol	vol	NOUN
cana-5848	237	14	30	30	NUM
cana-5848	237	15	no	no	NOUN
cana-5848	237	16	.	.	NOUN
cana-5848	237	17	4	4	NUM
cana-5848	237	18	(	(	PUNCT
cana-5848	237	19	2023	2023	NUM
cana-5848	237	20	)	)	PUNCT
cana-5848	237	21	199	199	NUM
cana-5848	237	22	https://internationalpubls.com	https://internationalpubls.com	X
cana-5848	237	23	methods	method	NOUN
cana-5848	237	24	such	such	ADJ
cana-5848	237	25	as	as	ADP
cana-5848	237	26	reinforcement	reinforcement	NOUN
cana-5848	237	27	learning	learning	NOUN
cana-5848	237	28	or	or	CCONJ
cana-5848	237	29	evolutionary	evolutionary	ADJ
cana-5848	237	30	computation	computation	NOUN
cana-5848	237	31	may	may	AUX
cana-5848	237	32	help	help	VERB
cana-5848	237	33	in	in	ADP
cana-5848	237	34	fine	fine	ADV
cana-5848	237	35	-	-	PUNCT
cana-5848	237	36	tuning	tune	VERB
cana-5848	237	37	the	the	DET
cana-5848	237	38	inference	inference	NOUN
cana-5848	237	39	parameters	parameter	NOUN
cana-5848	237	40	.	.	PUNCT
cana-5848	238	1	12.4	12.4	NUM
cana-5848	238	2	larger	large	ADJ
cana-5848	238	3	and	and	CCONJ
cana-5848	238	4	multicentric	multicentric	ADJ
cana-5848	238	5	datasets	dataset	NOUN
cana-5848	238	6	:	:	PUNCT
cana-5848	238	7	expanding	expand	VERB
cana-5848	238	8	validation	validation	NOUN
cana-5848	238	9	across	across	ADP
cana-5848	238	10	larger	large	ADJ
cana-5848	238	11	,	,	PUNCT
cana-5848	238	12	multicentric	multicentric	ADJ
cana-5848	238	13	datasets	dataset	NOUN
cana-5848	238	14	involving	involve	VERB
cana-5848	238	15	diverse	diverse	ADJ
cana-5848	238	16	populations	population	NOUN
cana-5848	238	17	would	would	AUX
cana-5848	238	18	improve	improve	VERB
cana-5848	238	19	the	the	DET
cana-5848	238	20	model	model	NOUN
cana-5848	238	21	's	's	PART
cana-5848	238	22	generalizability	generalizability	NOUN
cana-5848	238	23	.	.	PUNCT
cana-5848	239	1	collaborations	collaboration	NOUN
cana-5848	239	2	with	with	ADP
cana-5848	239	3	medical	medical	ADJ
cana-5848	239	4	institutions	institution	NOUN
cana-5848	239	5	could	could	AUX
cana-5848	239	6	also	also	ADV
cana-5848	239	7	facilitate	facilitate	VERB
cana-5848	239	8	real	real	ADJ
cana-5848	239	9	-	-	PUNCT
cana-5848	239	10	world	world	NOUN
cana-5848	239	11	pilot	pilot	NOUN
cana-5848	239	12	testing	testing	NOUN
cana-5848	239	13	.	.	PUNCT
cana-5848	240	1	12.5	12.5	NUM
cana-5848	240	2	multi	multi	ADJ
cana-5848	240	3	-	-	ADJ
cana-5848	240	4	cancer	cancer	ADJ
cana-5848	240	5	risk	risk	NOUN
cana-5848	240	6	modeling	modeling	NOUN
cana-5848	240	7	:	:	PUNCT
cana-5848	240	8	future	future	ADJ
cana-5848	240	9	systems	system	NOUN
cana-5848	240	10	can	can	AUX
cana-5848	240	11	be	be	AUX
cana-5848	240	12	extended	extend	VERB
cana-5848	240	13	to	to	PART
cana-5848	240	14	evaluate	evaluate	VERB
cana-5848	240	15	risks	risk	NOUN
cana-5848	240	16	for	for	ADP
cana-5848	240	17	multiple	multiple	ADJ
cana-5848	240	18	cancer	cancer	NOUN
cana-5848	240	19	types	type	NOUN
cana-5848	240	20	simultaneously	simultaneously	ADV
cana-5848	240	21	,	,	PUNCT
cana-5848	240	22	introducing	introduce	VERB
cana-5848	240	23	multi	multi	ADJ
cana-5848	240	24	-	-	ADJ
cana-5848	240	25	objective	objective	ADJ
cana-5848	240	26	fuzzy	fuzzy	ADJ
cana-5848	240	27	optimization	optimization	NOUN
cana-5848	240	28	and	and	CCONJ
cana-5848	240	29	multi	multi	ADJ
cana-5848	240	30	-	-	ADJ
cana-5848	240	31	layered	layered	ADJ
cana-5848	240	32	fuzzy	fuzzy	ADJ
cana-5848	240	33	soft	soft	ADJ
cana-5848	240	34	inference	inference	NOUN
cana-5848	240	35	for	for	ADP
cana-5848	240	36	more	more	ADV
cana-5848	240	37	comprehensive	comprehensive	ADJ
cana-5848	240	38	screening	screening	NOUN
cana-5848	240	39	tools	tool	NOUN
cana-5848	240	40	.	.	PUNCT
cana-5848	241	1	12.6	12.6	NUM
cana-5848	241	2	explainable	explainable	ADJ
cana-5848	241	3	ai	ai	NOUN
cana-5848	241	4	(	(	PUNCT
cana-5848	241	5	xai	xai	PROPN
cana-5848	241	6	)	)	PUNCT
cana-5848	241	7	integration	integration	NOUN
cana-5848	241	8	:	:	PUNCT
cana-5848	241	9	to	to	PART
cana-5848	241	10	improve	improve	VERB
cana-5848	241	11	clinical	clinical	ADJ
cana-5848	241	12	trust	trust	NOUN
cana-5848	241	13	in	in	ADP
cana-5848	241	14	sugeno	sugeno	NOUN
cana-5848	241	15	-	-	PUNCT
cana-5848	241	16	based	base	VERB
cana-5848	241	17	models	model	NOUN
cana-5848	241	18	,	,	PUNCT
cana-5848	241	19	future	future	ADJ
cana-5848	241	20	work	work	NOUN
cana-5848	241	21	should	should	AUX
cana-5848	241	22	embed	embed	VERB
cana-5848	241	23	explainability	explainability	NOUN
cana-5848	241	24	layers	layer	NOUN
cana-5848	241	25	such	such	ADJ
cana-5848	241	26	as	as	ADP
cana-5848	241	27	visual	visual	ADJ
cana-5848	241	28	rule	rule	NOUN
cana-5848	241	29	tracing	trace	VERB
cana-5848	241	30	,	,	PUNCT
cana-5848	241	31	output	output	NOUN
cana-5848	241	32	reasoning	reasoning	NOUN
cana-5848	241	33	paths	path	NOUN
cana-5848	241	34	,	,	PUNCT
cana-5848	241	35	or	or	CCONJ
cana-5848	241	36	counterfactual	counterfactual	ADJ
cana-5848	241	37	explanations	explanation	NOUN
cana-5848	241	38	aligned	align	VERB
cana-5848	241	39	with	with	ADP
cana-5848	241	40	current	current	ADJ
cana-5848	241	41	xai	xai	PROPN
cana-5848	241	42	standards	standard	NOUN
cana-5848	241	43	in	in	ADP
cana-5848	241	44	healthcare	healthcare	PROPN
cana-5848	241	45	ai	ai	VERB
cana-5848	241	46	.	.	PROPN
cana-5848	241	47	13	13	NUM
cana-5848	241	48	.	.	PUNCT
cana-5848	242	1	research	research	NOUN
cana-5848	242	2	gaps	gap	NOUN
cana-5848	242	3	:	:	PUNCT
cana-5848	242	4	despite	despite	SCONJ
cana-5848	242	5	the	the	DET
cana-5848	242	6	promising	promising	ADJ
cana-5848	242	7	outcomes	outcome	NOUN
cana-5848	242	8	of	of	ADP
cana-5848	242	9	this	this	DET
cana-5848	242	10	study	study	NOUN
cana-5848	242	11	,	,	PUNCT
cana-5848	242	12	several	several	ADJ
cana-5848	242	13	research	research	NOUN
cana-5848	242	14	gaps	gap	NOUN
cana-5848	242	15	remain	remain	VERB
cana-5848	242	16	unaddressed	unaddresse	VERB
cana-5848	242	17	,	,	PUNCT
cana-5848	242	18	warranting	warrant	VERB
cana-5848	242	19	further	further	ADJ
cana-5848	242	20	investigation	investigation	NOUN
cana-5848	242	21	:	:	PUNCT
cana-5848	242	22	•	•	NUM
cana-5848	242	23	scalability	scalability	NOUN
cana-5848	242	24	across	across	ADP
cana-5848	242	25	multi	multi	ADJ
cana-5848	242	26	-	-	ADJ
cana-5848	242	27	modal	modal	ADJ
cana-5848	242	28	datasets	dataset	NOUN
cana-5848	242	29	:	:	PUNCT
cana-5848	242	30	this	this	DET
cana-5848	242	31	study	study	NOUN
cana-5848	242	32	focused	focus	VERB
cana-5848	242	33	on	on	ADP
cana-5848	242	34	structured	structure	VERB
cana-5848	242	35	clinical	clinical	ADJ
cana-5848	242	36	inputs	input	NOUN
cana-5848	242	37	.	.	PUNCT
cana-5848	243	1	the	the	DET
cana-5848	243	2	integration	integration	NOUN
cana-5848	243	3	of	of	ADP
cana-5848	243	4	unstructured	unstructured	ADJ
cana-5848	243	5	data	datum	NOUN
cana-5848	243	6	(	(	PUNCT
cana-5848	243	7	e.g.	e.g.	ADV
cana-5848	243	8	,	,	PUNCT
cana-5848	243	9	radiology	radiology	NOUN
cana-5848	243	10	reports	report	NOUN
cana-5848	243	11	or	or	CCONJ
cana-5848	243	12	physician	physician	NOUN
cana-5848	243	13	notes	note	NOUN
cana-5848	243	14	)	)	PUNCT
cana-5848	243	15	into	into	ADP
cana-5848	243	16	the	the	DET
cana-5848	243	17	fuzzy	fuzzy	ADJ
cana-5848	243	18	soft	soft	ADJ
cana-5848	243	19	framework	framework	NOUN
cana-5848	243	20	remains	remain	VERB
cana-5848	243	21	unexplored	unexplored	ADJ
cana-5848	243	22	.	.	PUNCT
cana-5848	244	1	•	•	NUM
cana-5848	244	2	absence	absence	NOUN
cana-5848	244	3	of	of	ADP
cana-5848	244	4	automated	automate	VERB
cana-5848	244	5	rule	rule	NOUN
cana-5848	244	6	optimization	optimization	NOUN
cana-5848	244	7	:	:	PUNCT
cana-5848	244	8	both	both	CCONJ
cana-5848	244	9	mamdani	mamdani	NOUN
cana-5848	244	10	and	and	CCONJ
cana-5848	244	11	sugeno	sugeno	NOUN
cana-5848	244	12	systems	system	NOUN
cana-5848	244	13	relied	rely	VERB
cana-5848	244	14	on	on	ADP
cana-5848	244	15	manually	manually	ADV
cana-5848	244	16	crafted	craft	VERB
cana-5848	244	17	rules	rule	NOUN
cana-5848	244	18	.	.	PUNCT
cana-5848	245	1	the	the	DET
cana-5848	245	2	incorporation	incorporation	NOUN
cana-5848	245	3	of	of	ADP
cana-5848	245	4	automated	automate	VERB
cana-5848	245	5	rule	rule	NOUN
cana-5848	245	6	-	-	PUNCT
cana-5848	245	7	learning	learn	VERB
cana-5848	245	8	algorithms	algorithm	NOUN
cana-5848	245	9	such	such	ADJ
cana-5848	245	10	as	as	ADP
cana-5848	245	11	genetic	genetic	ADJ
cana-5848	245	12	programming	programming	NOUN
cana-5848	245	13	or	or	CCONJ
cana-5848	245	14	reinforcement	reinforcement	NOUN
cana-5848	245	15	learning	learning	NOUN
cana-5848	245	16	could	could	AUX
cana-5848	245	17	significantly	significantly	ADV
cana-5848	245	18	improve	improve	VERB
cana-5848	245	19	model	model	NOUN
cana-5848	245	20	adaptability	adaptability	NOUN
cana-5848	245	21	.	.	PUNCT
cana-5848	246	1	•	•	NUM
cana-5848	246	2	single	single	ADJ
cana-5848	246	3	-	-	PUNCT
cana-5848	246	4	domain	domain	NOUN
cana-5848	246	5	cancer	cancer	NOUN
cana-5848	246	6	focus	focus	NOUN
cana-5848	246	7	:	:	PUNCT
cana-5848	246	8	the	the	DET
cana-5848	246	9	analysis	analysis	NOUN
cana-5848	246	10	was	be	AUX
cana-5848	246	11	confined	confine	VERB
cana-5848	246	12	to	to	ADP
cana-5848	246	13	gastric	gastric	ADJ
cana-5848	246	14	and	and	CCONJ
cana-5848	246	15	prostate	prostate	NOUN
cana-5848	246	16	cancers	cancer	NOUN
cana-5848	246	17	.	.	PUNCT
cana-5848	247	1	future	future	ADJ
cana-5848	247	2	research	research	NOUN
cana-5848	247	3	should	should	AUX
cana-5848	247	4	explore	explore	VERB
cana-5848	247	5	generalized	generalized	ADJ
cana-5848	247	6	models	model	NOUN
cana-5848	247	7	capable	capable	ADJ
cana-5848	247	8	of	of	ADP
cana-5848	247	9	assessing	assess	VERB
cana-5848	247	10	multiple	multiple	ADJ
cana-5848	247	11	cancer	cancer	NOUN
cana-5848	247	12	types	type	NOUN
cana-5848	247	13	with	with	ADP
cana-5848	247	14	shared	share	VERB
cana-5848	247	15	and	and	CCONJ
cana-5848	247	16	distinct	distinct	ADJ
cana-5848	247	17	risk	risk	NOUN
cana-5848	247	18	factors	factor	NOUN
cana-5848	247	19	.	.	PUNCT
cana-5848	248	1	•	•	NUM
cana-5848	248	2	user	user	NOUN
cana-5848	248	3	-	-	PUNCT
cana-5848	248	4	centric	centric	ADJ
cana-5848	248	5	model	model	NOUN
cana-5848	248	6	validation	validation	NOUN
cana-5848	248	7	:	:	PUNCT
cana-5848	248	8	while	while	SCONJ
cana-5848	248	9	expert	expert	ADJ
cana-5848	248	10	feedback	feedback	NOUN
cana-5848	248	11	was	be	AUX
cana-5848	248	12	gathered	gather	VERB
cana-5848	248	13	,	,	PUNCT
cana-5848	248	14	longitudinal	longitudinal	ADJ
cana-5848	248	15	studies	study	NOUN
cana-5848	248	16	involving	involve	VERB
cana-5848	248	17	end	end	NOUN
cana-5848	248	18	-	-	PUNCT
cana-5848	248	19	users	user	NOUN
cana-5848	248	20	(	(	PUNCT
cana-5848	248	21	clinicians	clinician	NOUN
cana-5848	248	22	and	and	CCONJ
cana-5848	248	23	patients	patient	NOUN
cana-5848	248	24	)	)	PUNCT
cana-5848	248	25	are	be	AUX
cana-5848	248	26	required	require	VERB
cana-5848	248	27	to	to	PART
cana-5848	248	28	evaluate	evaluate	VERB
cana-5848	248	29	real	real	ADJ
cana-5848	248	30	-	-	PUNCT
cana-5848	248	31	world	world	NOUN
cana-5848	248	32	usability	usability	NOUN
cana-5848	248	33	and	and	CCONJ
cana-5848	248	34	trust	trust	NOUN
cana-5848	248	35	.	.	PUNCT
cana-5848	249	1	•	•	NUM
cana-5848	249	2	real	real	ADJ
cana-5848	249	3	-	-	PUNCT
cana-5848	249	4	time	time	NOUN
cana-5848	249	5	system	system	NOUN
cana-5848	249	6	responsiveness	responsiveness	NOUN
cana-5848	249	7	:	:	PUNCT
cana-5848	249	8	no	no	DET
cana-5848	249	9	latency	latency	NOUN
cana-5848	249	10	or	or	CCONJ
cana-5848	249	11	deployment	deployment	NOUN
cana-5848	249	12	benchmarks	benchmark	NOUN
cana-5848	249	13	were	be	AUX
cana-5848	249	14	tested	test	VERB
cana-5848	249	15	in	in	ADP
cana-5848	249	16	this	this	DET
cana-5848	249	17	study	study	NOUN
cana-5848	249	18	.	.	PUNCT
cana-5848	250	1	for	for	ADP
cana-5848	250	2	integration	integration	NOUN
cana-5848	250	3	into	into	ADP
cana-5848	250	4	hospital	hospital	NOUN
cana-5848	250	5	infrastructure	infrastructure	NOUN
cana-5848	250	6	,	,	PUNCT
cana-5848	250	7	timing	timing	NOUN
cana-5848	250	8	and	and	CCONJ
cana-5848	250	9	responsiveness	responsiveness	NOUN
cana-5848	250	10	benchmarks	benchmark	NOUN
cana-5848	250	11	are	be	AUX
cana-5848	250	12	critical	critical	ADJ
cana-5848	250	13	.	.	PUNCT
cana-5848	251	1	14	14	NUM
cana-5848	251	2	.	.	PUNCT
cana-5848	252	1	limitations	limitation	NOUN
cana-5848	252	2	:	:	PUNCT
cana-5848	252	3	several	several	ADJ
cana-5848	252	4	limitations	limitation	NOUN
cana-5848	252	5	of	of	ADP
cana-5848	252	6	the	the	DET
cana-5848	252	7	current	current	ADJ
cana-5848	252	8	study	study	NOUN
cana-5848	252	9	must	must	AUX
cana-5848	252	10	be	be	AUX
cana-5848	252	11	acknowledged	acknowledge	VERB
cana-5848	252	12	:	:	PUNCT
cana-5848	252	13	•	•	NUM
cana-5848	252	14	dataset	dataset	NOUN
cana-5848	252	15	size	size	NOUN
cana-5848	252	16	and	and	CCONJ
cana-5848	252	17	source	source	NOUN
cana-5848	252	18	constraints	constraint	NOUN
cana-5848	252	19	:	:	PUNCT
cana-5848	252	20	the	the	DET
cana-5848	252	21	dataset	dataset	NOUN
cana-5848	252	22	was	be	AUX
cana-5848	252	23	moderately	moderately	ADV
cana-5848	252	24	sized	sized	ADJ
cana-5848	252	25	(	(	PUNCT
cana-5848	252	26	n	n	NOUN
cana-5848	252	27	=	=	SYM
cana-5848	252	28	120	120	NUM
cana-5848	252	29	)	)	PUNCT
cana-5848	252	30	and	and	CCONJ
cana-5848	252	31	lacked	lack	VERB
cana-5848	252	32	diversity	diversity	NOUN
cana-5848	252	33	in	in	ADP
cana-5848	252	34	terms	term	NOUN
cana-5848	252	35	of	of	ADP
cana-5848	252	36	geographical	geographical	ADJ
cana-5848	252	37	and	and	CCONJ
cana-5848	252	38	demographic	demographic	ADJ
cana-5848	252	39	representation	representation	NOUN
cana-5848	252	40	,	,	PUNCT
cana-5848	252	41	which	which	PRON
cana-5848	252	42	may	may	AUX
cana-5848	252	43	impact	impact	VERB
cana-5848	252	44	model	model	NOUN
cana-5848	252	45	generalizability	generalizability	NOUN
cana-5848	252	46	.	.	PUNCT
cana-5848	253	1	•	•	NUM
cana-5848	253	2	static	static	ADJ
cana-5848	253	3	rule	rule	NOUN
cana-5848	253	4	base	base	NOUN
cana-5848	253	5	:	:	PUNCT
cana-5848	253	6	the	the	DET
cana-5848	253	7	rule	rule	NOUN
cana-5848	253	8	bases	basis	NOUN
cana-5848	253	9	used	use	VERB
cana-5848	253	10	in	in	ADP
cana-5848	253	11	both	both	DET
cana-5848	253	12	models	model	NOUN
cana-5848	253	13	were	be	AUX
cana-5848	253	14	static	static	ADJ
cana-5848	253	15	and	and	CCONJ
cana-5848	253	16	expert	expert	NOUN
cana-5848	253	17	-	-	PUNCT
cana-5848	253	18	defined	define	VERB
cana-5848	253	19	.	.	PUNCT
cana-5848	254	1	this	this	PRON
cana-5848	254	2	may	may	AUX
cana-5848	254	3	limit	limit	VERB
cana-5848	254	4	responsiveness	responsiveness	NOUN
cana-5848	254	5	to	to	ADP
cana-5848	254	6	novel	novel	ADJ
cana-5848	254	7	patterns	pattern	NOUN
cana-5848	254	8	or	or	CCONJ
cana-5848	254	9	evolving	evolve	VERB
cana-5848	254	10	clinical	clinical	ADJ
cana-5848	254	11	trends	trend	NOUN
cana-5848	254	12	.	.	PUNCT
cana-5848	255	1	•	•	NUM
cana-5848	255	2	simplified	simplify	VERB
cana-5848	255	3	linguistic	linguistic	ADJ
cana-5848	255	4	variables	variable	NOUN
cana-5848	255	5	:	:	PUNCT
cana-5848	255	6	while	while	SCONJ
cana-5848	255	7	effective	effective	ADJ
cana-5848	255	8	,	,	PUNCT
cana-5848	255	9	the	the	DET
cana-5848	255	10	fuzzification	fuzzification	NOUN
cana-5848	255	11	process	process	NOUN
cana-5848	255	12	used	use	VERB
cana-5848	255	13	basic	basic	ADJ
cana-5848	255	14	linguistic	linguistic	ADJ
cana-5848	255	15	partitions	partition	NOUN
cana-5848	255	16	(	(	PUNCT
cana-5848	255	17	low	low	ADJ
cana-5848	255	18	,	,	PUNCT
cana-5848	255	19	medium	medium	ADJ
cana-5848	255	20	,	,	PUNCT
cana-5848	255	21	high	high	ADJ
cana-5848	255	22	)	)	PUNCT
cana-5848	255	23	,	,	PUNCT
cana-5848	255	24	which	which	PRON
cana-5848	255	25	may	may	AUX
cana-5848	255	26	oversimplify	oversimplify	VERB
cana-5848	255	27	subtle	subtle	ADJ
cana-5848	255	28	clinical	clinical	ADJ
cana-5848	255	29	nuances	nuance	NOUN
cana-5848	255	30	.	.	PUNCT
cana-5848	256	1	communications	communication	NOUN
cana-5848	256	2	on	on	ADP
cana-5848	256	3	applied	apply	VERB
cana-5848	256	4	nonlinear	nonlinear	ADJ
cana-5848	256	5	analysis	analysis	NOUN
cana-5848	256	6	issn	issn	NOUN
cana-5848	256	7	:	:	PUNCT
cana-5848	256	8	1074	1074	NUM
cana-5848	256	9	-	-	PUNCT
cana-5848	256	10	133x	133x	NUM
cana-5848	256	11	vol	vol	NOUN
cana-5848	256	12	30	30	NUM
cana-5848	256	13	no	no	NOUN
cana-5848	256	14	.	.	NOUN
cana-5848	256	15	4	4	NUM
cana-5848	256	16	(	(	PUNCT
cana-5848	256	17	2023	2023	NUM
cana-5848	256	18	)	)	PUNCT
cana-5848	257	1	200	200	NUM
cana-5848	257	2	https://internationalpubls.com	https://internationalpubls.com	SYM
cana-5848	257	3	•	•	NOUN
cana-5848	257	4	no	no	DET
cana-5848	257	5	external	external	ADJ
cana-5848	257	6	clinical	clinical	ADJ
cana-5848	257	7	validation	validation	NOUN
cana-5848	257	8	:	:	PUNCT
cana-5848	257	9	the	the	DET
cana-5848	257	10	system	system	NOUN
cana-5848	257	11	has	have	AUX
cana-5848	257	12	not	not	PART
cana-5848	257	13	yet	yet	ADV
cana-5848	257	14	undergone	undergo	VERB
cana-5848	257	15	prospective	prospective	ADJ
cana-5848	257	16	clinical	clinical	ADJ
cana-5848	257	17	trials	trial	NOUN
cana-5848	257	18	or	or	CCONJ
cana-5848	257	19	real	real	ADJ
cana-5848	257	20	-	-	PUNCT
cana-5848	257	21	world	world	NOUN
cana-5848	257	22	deployment	deployment	NOUN
cana-5848	257	23	in	in	ADP
cana-5848	257	24	diagnostic	diagnostic	ADJ
cana-5848	257	25	labs	lab	NOUN
cana-5848	257	26	.	.	PUNCT
cana-5848	258	1	•	•	NUM
cana-5848	258	2	no	no	DET
cana-5848	258	3	cost	cost	NOUN
cana-5848	258	4	or	or	CCONJ
cana-5848	258	5	computational	computational	ADJ
cana-5848	258	6	overhead	overhead	ADJ
cana-5848	258	7	analysis	analysis	NOUN
cana-5848	258	8	:	:	PUNCT
cana-5848	258	9	the	the	DET
cana-5848	258	10	study	study	NOUN
cana-5848	258	11	did	do	AUX
cana-5848	258	12	not	not	PART
cana-5848	258	13	quantify	quantify	VERB
cana-5848	258	14	the	the	DET
cana-5848	258	15	energy	energy	NOUN
cana-5848	258	16	,	,	PUNCT
cana-5848	258	17	memory	memory	NOUN
cana-5848	258	18	,	,	PUNCT
cana-5848	258	19	or	or	CCONJ
cana-5848	258	20	processing	processing	NOUN
cana-5848	258	21	costs	cost	NOUN
cana-5848	258	22	associated	associate	VERB
cana-5848	258	23	with	with	ADP
cana-5848	258	24	deploying	deploy	VERB
cana-5848	258	25	either	either	CCONJ
cana-5848	258	26	model	model	NOUN
cana-5848	258	27	on	on	ADP
cana-5848	258	28	embedded	embed	VERB
cana-5848	258	29	platforms	platform	NOUN
cana-5848	258	30	.	.	PUNCT
cana-5848	259	1	references	reference	NOUN
cana-5848	259	2	:	:	PUNCT
cana-5848	259	3	1	1	X
cana-5848	259	4	.	.	X
cana-5848	259	5	yadav	yadav	PROPN
cana-5848	259	6	,	,	PUNCT
cana-5848	259	7	a.	a.	PROPN
cana-5848	259	8	,	,	PUNCT
cana-5848	259	9	singh	singh	PROPN
cana-5848	259	10	,	,	PUNCT
cana-5848	259	11	r.	r.	PROPN
cana-5848	259	12	,	,	PUNCT
cana-5848	259	13	&	&	CCONJ
cana-5848	259	14	verma	verma	PROPN
cana-5848	259	15	,	,	PUNCT
cana-5848	259	16	p.	p.	NOUN
cana-5848	259	17	(	(	PUNCT
cana-5848	259	18	2023	2023	NUM
cana-5848	259	19	)	)	PUNCT
cana-5848	259	20	.	.	PUNCT
cana-5848	260	1	fuzzy	fuzzy	ADJ
cana-5848	260	2	logic	logic	NOUN
cana-5848	260	3	-	-	PUNCT
cana-5848	260	4	based	base	VERB
cana-5848	260	5	diagnostic	diagnostic	ADJ
cana-5848	260	6	models	model	NOUN
cana-5848	260	7	for	for	ADP
cana-5848	260	8	early	early	ADJ
cana-5848	260	9	-	-	PUNCT
cana-5848	260	10	stage	stage	NOUN
cana-5848	260	11	cancer	cancer	NOUN
cana-5848	260	12	detection	detection	NOUN
cana-5848	260	13	:	:	PUNCT
cana-5848	260	14	a	a	DET
cana-5848	260	15	comprehensive	comprehensive	ADJ
cana-5848	260	16	review	review	NOUN
cana-5848	260	17	.	.	PUNCT
cana-5848	261	1	journal	journal	NOUN
cana-5848	261	2	of	of	ADP
cana-5848	261	3	intelligent	intelligent	ADJ
cana-5848	261	4	systems	system	NOUN
cana-5848	261	5	in	in	ADP
cana-5848	261	6	medicine	medicine	NOUN
cana-5848	261	7	,	,	PUNCT
cana-5848	261	8	18(2	18(2	NUM
cana-5848	261	9	)	)	PUNCT
cana-5848	261	10	,	,	PUNCT
cana-5848	261	11	45–60	45–60	NOUN
cana-5848	261	12	.	.	NOUN
cana-5848	262	1	2	2	NUM
cana-5848	262	2	.	.	X
cana-5848	262	3	zhang	zhang	PROPN
cana-5848	262	4	,	,	PUNCT
cana-5848	262	5	m.	m.	NOUN
cana-5848	262	6	,	,	PUNCT
cana-5848	262	7	liu	liu	PROPN
cana-5848	262	8	,	,	PUNCT
cana-5848	262	9	y.	y.	PROPN
cana-5848	262	10	,	,	PUNCT
cana-5848	262	11	&	&	CCONJ
cana-5848	262	12	chen	chen	PROPN
cana-5848	262	13	,	,	PUNCT
cana-5848	262	14	d.	d.	PROPN
cana-5848	262	15	(	(	PUNCT
cana-5848	262	16	2023	2023	NUM
cana-5848	262	17	)	)	PUNCT
cana-5848	262	18	.	.	PUNCT
cana-5848	263	1	a	a	DET
cana-5848	263	2	hybrid	hybrid	ADJ
cana-5848	263	3	fuzzy	fuzzy	ADJ
cana-5848	263	4	-	-	PUNCT
cana-5848	263	5	soft	soft	ADJ
cana-5848	263	6	decision	decision	NOUN
cana-5848	263	7	support	support	NOUN
cana-5848	263	8	model	model	NOUN
cana-5848	263	9	for	for	ADP
cana-5848	263	10	gastrointestinal	gastrointestinal	ADJ
cana-5848	263	11	disease	disease	NOUN
cana-5848	263	12	classification	classification	NOUN
cana-5848	263	13	.	.	PUNCT
cana-5848	264	1	computational	computational	ADJ
cana-5848	264	2	health	health	NOUN
cana-5848	264	3	informatics	informatic	NOUN
cana-5848	264	4	,	,	PUNCT
cana-5848	264	5	12(1	12(1	NUM
cana-5848	264	6	)	)	PUNCT
cana-5848	264	7	,	,	PUNCT
cana-5848	264	8	14–29	14–29	NUM
cana-5848	264	9	.	.	PUNCT
cana-5848	265	1	3	3	X
cana-5848	265	2	.	.	X
cana-5848	265	3	kumar	kumar	PROPN
cana-5848	265	4	,	,	PUNCT
cana-5848	265	5	s.	s.	PROPN
cana-5848	265	6	,	,	PUNCT
cana-5848	265	7	&	&	CCONJ
cana-5848	265	8	banerjee	banerjee	PROPN
cana-5848	265	9	,	,	PUNCT
cana-5848	265	10	a.	a.	NOUN
cana-5848	265	11	(	(	PUNCT
cana-5848	265	12	2023	2023	NUM
cana-5848	265	13	)	)	PUNCT
cana-5848	265	14	.	.	PUNCT
cana-5848	266	1	comparative	comparative	ADJ
cana-5848	266	2	analysis	analysis	NOUN
cana-5848	266	3	of	of	ADP
cana-5848	266	4	mamdani	mamdani	NOUN
cana-5848	266	5	and	and	CCONJ
cana-5848	266	6	sugeno	sugeno	VERB
cana-5848	266	7	fuzzy	fuzzy	ADJ
cana-5848	266	8	inference	inference	NOUN
cana-5848	266	9	systems	system	NOUN
cana-5848	266	10	in	in	ADP
cana-5848	266	11	clinical	clinical	ADJ
cana-5848	266	12	prediction	prediction	NOUN
cana-5848	266	13	tasks	task	NOUN
cana-5848	266	14	.	.	PUNCT
cana-5848	267	1	mathematics	mathematic	NOUN
cana-5848	267	2	in	in	ADP
cana-5848	267	3	health	health	NOUN
cana-5848	267	4	analytics	analytic	NOUN
cana-5848	267	5	,	,	PUNCT
cana-5848	267	6	11(3	11(3	NUM
cana-5848	267	7	)	)	PUNCT
cana-5848	267	8	,	,	PUNCT
cana-5848	267	9	112–125	112–125	NUM
cana-5848	267	10	.	.	PUNCT
cana-5848	268	1	4	4	NUM
cana-5848	268	2	.	.	X
cana-5848	268	3	patel	patel	PROPN
cana-5848	268	4	,	,	PUNCT
cana-5848	268	5	h.	h.	PROPN
cana-5848	268	6	,	,	PUNCT
cana-5848	268	7	&	&	CCONJ
cana-5848	268	8	sharma	sharma	PROPN
cana-5848	268	9	,	,	PUNCT
cana-5848	268	10	v.	v.	PROPN
cana-5848	268	11	(	(	PUNCT
cana-5848	268	12	2023	2023	NUM
cana-5848	268	13	)	)	PUNCT
cana-5848	268	14	.	.	PUNCT
cana-5848	269	1	integration	integration	NOUN
cana-5848	269	2	of	of	ADP
cana-5848	269	3	soft	soft	ADJ
cana-5848	269	4	sets	set	NOUN
cana-5848	269	5	and	and	CCONJ
cana-5848	269	6	fuzzy	fuzzy	ADJ
cana-5848	269	7	sets	set	NOUN
cana-5848	269	8	for	for	ADP
cana-5848	269	9	modeling	model	VERB
cana-5848	269	10	uncertain	uncertain	ADJ
cana-5848	269	11	clinical	clinical	ADJ
cana-5848	269	12	parameters	parameter	NOUN
cana-5848	269	13	in	in	ADP
cana-5848	269	14	medical	medical	ADJ
cana-5848	269	15	diagnosis	diagnosis	NOUN
cana-5848	269	16	.	.	PUNCT
cana-5848	270	1	applied	apply	VERB
cana-5848	270	2	soft	soft	ADJ
cana-5848	270	3	computing	computing	NOUN
cana-5848	270	4	,	,	PUNCT
cana-5848	270	5	136	136	NUM
cana-5848	270	6	,	,	PUNCT
cana-5848	270	7	110028	110028	NUM
cana-5848	270	8	.	.	PUNCT
cana-5848	271	1	5	5	NUM
cana-5848	271	2	.	.	X
cana-5848	271	3	wu	wu	PROPN
cana-5848	271	4	,	,	PUNCT
cana-5848	271	5	j.	j.	PROPN
cana-5848	271	6	,	,	PUNCT
cana-5848	271	7	&	&	CCONJ
cana-5848	271	8	chatterjee	chatterjee	PROPN
cana-5848	271	9	,	,	PUNCT
cana-5848	271	10	p.	p.	NOUN
cana-5848	271	11	(	(	PUNCT
cana-5848	271	12	2023	2023	NUM
cana-5848	271	13	)	)	PUNCT
cana-5848	271	14	.	.	PUNCT
cana-5848	272	1	fuzzy	fuzzy	ADJ
cana-5848	272	2	logic	logic	NOUN
cana-5848	272	3	and	and	CCONJ
cana-5848	272	4	artificial	artificial	ADJ
cana-5848	272	5	intelligence	intelligence	NOUN
cana-5848	272	6	in	in	ADP
cana-5848	272	7	precision	precision	NOUN
cana-5848	272	8	medicine	medicine	NOUN
cana-5848	272	9	:	:	PUNCT
cana-5848	272	10	bridging	bridge	VERB
cana-5848	272	11	theory	theory	NOUN
cana-5848	272	12	and	and	CCONJ
cana-5848	272	13	clinical	clinical	ADJ
cana-5848	272	14	application	application	NOUN
cana-5848	272	15	.	.	PUNCT
cana-5848	273	1	international	international	ADJ
cana-5848	273	2	journal	journal	PROPN
cana-5848	273	3	of	of	ADP
cana-5848	273	4	medical	medical	ADJ
cana-5848	273	5	informatics	informatic	NOUN
cana-5848	273	6	,	,	PUNCT
cana-5848	273	7	172	172	NUM
cana-5848	273	8	,	,	PUNCT
cana-5848	273	9	105230	105230	NUM
cana-5848	273	10	.	.	PUNCT
cana-5848	274	1	6	6	NUM
cana-5848	274	2	.	.	X
cana-5848	274	3	mishra	mishra	PROPN
cana-5848	274	4	,	,	PUNCT
cana-5848	274	5	r.	r.	PROPN
cana-5848	274	6	,	,	PUNCT
cana-5848	274	7	&	&	CCONJ
cana-5848	274	8	thomas	thomas	PROPN
cana-5848	274	9	,	,	PUNCT
cana-5848	274	10	j.	j.	PROPN
cana-5848	274	11	(	(	PUNCT
cana-5848	274	12	2023	2023	NUM
cana-5848	274	13	)	)	PUNCT
cana-5848	274	14	.	.	PUNCT
cana-5848	275	1	hybrid	hybrid	ADJ
cana-5848	275	2	neuro	neuro	PROPN
cana-5848	275	3	-	-	PUNCT
cana-5848	275	4	fuzzy	fuzzy	ADJ
cana-5848	275	5	models	model	NOUN
cana-5848	275	6	for	for	ADP
cana-5848	275	7	prostate	prostate	NOUN
cana-5848	275	8	cancer	cancer	NOUN
cana-5848	275	9	prediction	prediction	NOUN
cana-5848	275	10	:	:	PUNCT
cana-5848	275	11	a	a	DET
cana-5848	275	12	comparative	comparative	ADJ
cana-5848	275	13	study	study	NOUN
cana-5848	275	14	.	.	PUNCT
cana-5848	276	1	biomedical	biomedical	ADJ
cana-5848	276	2	signal	signal	NOUN
cana-5848	276	3	processing	processing	NOUN
cana-5848	276	4	and	and	CCONJ
cana-5848	276	5	control	control	NOUN
cana-5848	276	6	,	,	PUNCT
cana-5848	276	7	84	84	NUM
cana-5848	276	8	,	,	PUNCT
cana-5848	276	9	104758	104758	NUM
cana-5848	276	10	.	.	PUNCT
cana-5848	277	1	7	7	X
cana-5848	277	2	.	.	X
cana-5848	277	3	almeida	almeida	PROPN
cana-5848	277	4	,	,	PUNCT
cana-5848	277	5	l.	l.	PROPN
cana-5848	277	6	f.	f.	PROPN
cana-5848	277	7	,	,	PUNCT
cana-5848	277	8	&	&	CCONJ
cana-5848	277	9	rodrigues	rodrigues	PROPN
cana-5848	277	10	,	,	PUNCT
cana-5848	277	11	d.	d.	PROPN
cana-5848	277	12	p.	p.	PROPN
cana-5848	277	13	(	(	PUNCT
cana-5848	277	14	2023	2023	NUM
cana-5848	277	15	)	)	PUNCT
cana-5848	277	16	.	.	PUNCT
cana-5848	278	1	adaptive	adaptive	ADJ
cana-5848	278	2	fuzzy	fuzzy	ADJ
cana-5848	278	3	inference	inference	NOUN
cana-5848	278	4	for	for	ADP
cana-5848	278	5	healthcare	healthcare	NOUN
cana-5848	278	6	risk	risk	NOUN
cana-5848	278	7	stratification	stratification	NOUN
cana-5848	278	8	using	use	VERB
cana-5848	278	9	soft	soft	ADJ
cana-5848	278	10	set	set	NOUN
cana-5848	278	11	theory	theory	NOUN
cana-5848	278	12	.	.	PUNCT
cana-5848	279	1	expert	expert	NOUN
cana-5848	279	2	systems	system	NOUN
cana-5848	279	3	with	with	ADP
cana-5848	279	4	applications	application	NOUN
cana-5848	279	5	,	,	PUNCT
cana-5848	279	6	213	213	NUM
cana-5848	279	7	,	,	PUNCT
cana-5848	279	8	119114	119114	NUM
cana-5848	279	9	.	.	PUNCT
cana-5848	280	1	8	8	X
cana-5848	280	2	.	.	X
cana-5848	280	3	nasiri	nasiri	ADV
cana-5848	280	4	,	,	PUNCT
cana-5848	280	5	a.	a.	NOUN
cana-5848	280	6	,	,	PUNCT
cana-5848	280	7	&	&	CCONJ
cana-5848	280	8	ghasemzadeh	ghasemzadeh	PROPN
cana-5848	280	9	,	,	PUNCT
cana-5848	280	10	h.	h.	PROPN
cana-5848	280	11	(	(	PUNCT
cana-5848	280	12	2023	2023	NUM
cana-5848	280	13	)	)	PUNCT
cana-5848	280	14	.	.	PUNCT
cana-5848	281	1	a	a	DET
cana-5848	281	2	soft	soft	ADJ
cana-5848	281	3	computing	computing	NOUN
cana-5848	281	4	ensemble	ensemble	ADJ
cana-5848	281	5	model	model	NOUN
cana-5848	281	6	combining	combine	VERB
cana-5848	281	7	fuzzy	fuzzy	ADJ
cana-5848	281	8	logic	logic	NOUN
cana-5848	281	9	and	and	CCONJ
cana-5848	281	10	decision	decision	NOUN
cana-5848	281	11	trees	tree	NOUN
cana-5848	281	12	for	for	ADP
cana-5848	281	13	early	early	ADJ
cana-5848	281	14	cancer	cancer	NOUN
cana-5848	281	15	prognosis	prognosis	NOUN
cana-5848	281	16	.	.	PUNCT
cana-5848	282	1	artificial	artificial	ADJ
cana-5848	282	2	intelligence	intelligence	NOUN
cana-5848	282	3	in	in	ADP
cana-5848	282	4	medicine	medicine	NOUN
cana-5848	282	5	,	,	PUNCT
cana-5848	282	6	141	141	NUM
cana-5848	282	7	,	,	PUNCT
cana-5848	282	8	102493	102493	NUM
cana-5848	282	9	.	.	PUNCT
cana-5848	283	1	9	9	X
cana-5848	283	2	.	.	X
cana-5848	283	3	santos	santo	NOUN
cana-5848	283	4	,	,	PUNCT
cana-5848	283	5	m.	m.	NOUN
cana-5848	283	6	a.	a.	PROPN
cana-5848	283	7	,	,	PUNCT
cana-5848	283	8	&	&	CCONJ
cana-5848	283	9	lemos	lemos	PROPN
cana-5848	283	10	,	,	PUNCT
cana-5848	283	11	r.	r.	PROPN
cana-5848	283	12	j.	j.	PROPN
cana-5848	283	13	(	(	PUNCT
cana-5848	283	14	2023	2023	NUM
cana-5848	283	15	)	)	PUNCT
cana-5848	283	16	.	.	PUNCT
cana-5848	284	1	explainable	explainable	ADJ
cana-5848	284	2	fuzzy	fuzzy	ADV
cana-5848	284	3	-	-	PUNCT
cana-5848	284	4	based	base	VERB
cana-5848	284	5	decision	decision	NOUN
cana-5848	284	6	models	model	NOUN
cana-5848	284	7	for	for	ADP
cana-5848	284	8	oncology	oncology	NOUN
cana-5848	284	9	:	:	PUNCT
cana-5848	284	10	a	a	DET
cana-5848	284	11	case	case	NOUN
cana-5848	284	12	study	study	NOUN
cana-5848	284	13	on	on	ADP
cana-5848	284	14	gastrointestinal	gastrointestinal	ADJ
cana-5848	284	15	cancers	cancer	NOUN
cana-5848	284	16	.	.	PUNCT
cana-5848	285	1	computers	computer	NOUN
cana-5848	285	2	in	in	ADP
cana-5848	285	3	biology	biology	NOUN
cana-5848	285	4	and	and	CCONJ
cana-5848	285	5	medicine	medicine	NOUN
cana-5848	285	6	,	,	PUNCT
cana-5848	285	7	158	158	NUM
cana-5848	285	8	,	,	PUNCT
cana-5848	285	9	106889	106889	NUM
cana-5848	285	10	.	.	PUNCT
cana-5848	286	1	10	10	NUM
cana-5848	286	2	.	.	X
cana-5848	287	1	iqbal	iqbal	PROPN
cana-5848	287	2	,	,	PUNCT
cana-5848	287	3	m.	m.	NOUN
cana-5848	287	4	,	,	PUNCT
cana-5848	287	5	&	&	CCONJ
cana-5848	287	6	khan	khan	PROPN
cana-5848	287	7	,	,	PUNCT
cana-5848	287	8	m.	m.	NOUN
cana-5848	287	9	s.	s.	PROPN
cana-5848	287	10	(	(	PUNCT
cana-5848	287	11	2023	2023	NUM
cana-5848	287	12	)	)	PUNCT
cana-5848	287	13	.	.	PUNCT
cana-5848	288	1	fuzzy	fuzzy	ADJ
cana-5848	288	2	inference	inference	NOUN
cana-5848	288	3	models	model	NOUN
cana-5848	288	4	for	for	ADP
cana-5848	288	5	personalized	personalized	ADJ
cana-5848	288	6	cancer	cancer	NOUN
cana-5848	288	7	diagnostics	diagnostic	NOUN
cana-5848	288	8	using	use	VERB
cana-5848	288	9	clinical	clinical	ADJ
cana-5848	288	10	biomarkers	biomarker	NOUN
cana-5848	288	11	.	.	PUNCT
cana-5848	289	1	ieee	ieee	PROPN
cana-5848	289	2	journal	journal	PROPN
cana-5848	289	3	of	of	ADP
cana-5848	289	4	biomedical	biomedical	ADJ
cana-5848	289	5	and	and	CCONJ
cana-5848	289	6	health	health	NOUN
cana-5848	289	7	informatics	informatic	NOUN
cana-5848	289	8	,	,	PUNCT
cana-5848	289	9	27(4	27(4	PROPN
cana-5848	289	10	)	)	PUNCT
cana-5848	289	11	,	,	PUNCT
cana-5848	289	12	1742–1750	1742–1750	X
cana-5848	289	13	.	.	PUNCT
cana-5848	289	14	11	11	NUM
cana-5848	289	15	.	.	X
cana-5848	290	1	raj	raj	PROPN
cana-5848	290	2	,	,	PUNCT
cana-5848	290	3	p.	p.	PROPN
cana-5848	290	4	,	,	PUNCT
cana-5848	290	5	&	&	CCONJ
cana-5848	290	6	karthikeyan	karthikeyan	PROPN
cana-5848	290	7	,	,	PUNCT
cana-5848	290	8	a.	a.	NOUN
cana-5848	290	9	(	(	PUNCT
cana-5848	290	10	2023	2023	NUM
cana-5848	290	11	)	)	PUNCT
cana-5848	290	12	.	.	PUNCT
cana-5848	291	1	decision	decision	NOUN
cana-5848	291	2	support	support	NOUN
cana-5848	291	3	systems	system	NOUN
cana-5848	291	4	for	for	ADP
cana-5848	291	5	prostate	prostate	NOUN
cana-5848	291	6	cancer	cancer	NOUN
cana-5848	291	7	:	:	PUNCT
cana-5848	291	8	a	a	DET
cana-5848	291	9	hybrid	hybrid	ADJ
cana-5848	291	10	fuzzy	fuzzy	ADJ
cana-5848	291	11	and	and	CCONJ
cana-5848	291	12	rough	rough	ADJ
cana-5848	291	13	set	set	NOUN
cana-5848	291	14	approach	approach	NOUN
cana-5848	291	15	.	.	PUNCT
cana-5848	292	1	international	international	ADJ
cana-5848	292	2	journal	journal	PROPN
cana-5848	292	3	of	of	ADP
cana-5848	292	4	approximate	approximate	ADJ
cana-5848	292	5	reasoning	reasoning	NOUN
cana-5848	292	6	,	,	PUNCT
cana-5848	292	7	159	159	NUM
cana-5848	292	8	,	,	PUNCT
cana-5848	292	9	1–15	1–15	NUM
cana-5848	292	10	.	.	PUNCT
cana-5848	292	11	12	12	NUM
cana-5848	292	12	.	.	PUNCT
cana-5848	293	1	hassan	hassan	PROPN
cana-5848	293	2	,	,	PUNCT
cana-5848	293	3	m.	m.	NOUN
cana-5848	293	4	u.	u.	PROPN
cana-5848	293	5	,	,	PUNCT
cana-5848	293	6	&	&	CCONJ
cana-5848	293	7	tariq	tariq	PROPN
cana-5848	293	8	,	,	PUNCT
cana-5848	293	9	a.	a.	NOUN
cana-5848	293	10	(	(	PUNCT
cana-5848	293	11	2023	2023	NUM
cana-5848	293	12	)	)	PUNCT
cana-5848	293	13	.	.	PUNCT
cana-5848	294	1	a	a	DET
cana-5848	294	2	comparative	comparative	ADJ
cana-5848	294	3	study	study	NOUN
cana-5848	294	4	of	of	ADP
cana-5848	294	5	mamdani	mamdani	NOUN
cana-5848	294	6	and	and	CCONJ
cana-5848	294	7	sugeno	sugeno	NOUN
cana-5848	294	8	fis	fis	PROPN
cana-5848	294	9	for	for	ADP
cana-5848	294	10	medical	medical	ADJ
cana-5848	294	11	diagnostics	diagnostic	NOUN
cana-5848	294	12	:	:	PUNCT
cana-5848	294	13	an	an	DET
cana-5848	294	14	application	application	NOUN
cana-5848	294	15	to	to	PART
cana-5848	294	16	liver	liver	NOUN
cana-5848	294	17	and	and	CCONJ
cana-5848	294	18	prostate	prostate	NOUN
cana-5848	294	19	cancer	cancer	NOUN
cana-5848	294	20	.	.	PUNCT
cana-5848	295	1	healthcare	healthcare	NOUN
cana-5848	295	2	analytics	analytic	NOUN
cana-5848	295	3	,	,	PUNCT
cana-5848	295	4	3	3	NUM
cana-5848	295	5	,	,	PUNCT
cana-5848	295	6	100157	100157	NUM
cana-5848	295	7	.	.	PUNCT