id	sid	tid	token	lemma	pos
cana-5125	1	1	communications	communication	NOUN
cana-5125	1	2	on	on	ADP
cana-5125	1	3	applied	apply	VERB
cana-5125	1	4	nonlinear	nonlinear	ADJ
cana-5125	1	5	analysis	analysis	NOUN
cana-5125	1	6	issn	issn	NOUN
cana-5125	1	7	:	:	PUNCT
cana-5125	1	8	1074	1074	NUM
cana-5125	1	9	-	-	PUNCT
cana-5125	1	10	133x	133x	NUM
cana-5125	1	11	vol	vol	NOUN
cana-5125	1	12	32	32	NUM
cana-5125	1	13	no	no	NOUN
cana-5125	1	14	.	.	PUNCT
cana-5125	2	1	icmasd	icmasd	NOUN
cana-5125	2	2	(	(	PUNCT
cana-5125	2	3	2025	2025	NUM
cana-5125	2	4	)	)	PUNCT
cana-5125	2	5	990	990	NUM
cana-5125	2	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-5125	2	7	machine	machine	NOUN
cana-5125	2	8	learning	learning	NOUN
cana-5125	2	9	-	-	PUNCT
cana-5125	2	10	based	base	VERB
cana-5125	2	11	prediction	prediction	NOUN
cana-5125	2	12	and	and	CCONJ
cana-5125	2	13	remedy	remedy	NOUN
cana-5125	2	14	assessment	assessment	NOUN
cana-5125	2	15	for	for	ADP
cana-5125	2	16	nonalcoholic	nonalcoholic	ADJ
cana-5125	2	17	fatty	fatty	NOUN
cana-5125	2	18	liver	liver	NOUN
cana-5125	2	19	disease	disease	NOUN
cana-5125	2	20	via	via	ADP
cana-5125	2	21	ultrasound	ultrasound	ADJ
cana-5125	2	22	imaging	imaging	NOUN
cana-5125	2	23	sushma1	sushma1	PROPN
cana-5125	3	1	*	*	PROPN
cana-5125	3	2	,	,	PUNCT
cana-5125	3	3	mandeep	mandeep	PROPN
cana-5125	3	4	kaur1	kaur1	PROPN
cana-5125	3	5	1	1	NUM
cana-5125	3	6	department	department	NOUN
cana-5125	3	7	of	of	ADP
cana-5125	3	8	computer	computer	NOUN
cana-5125	3	9	science	science	NOUN
cana-5125	3	10	engineering	engineering	NOUN
cana-5125	3	11	,	,	PUNCT
cana-5125	3	12	ct	ct	PROPN
cana-5125	3	13	university	university	NOUN
cana-5125	3	14	,	,	PUNCT
cana-5125	3	15	ferozepur	ferozepur	NOUN
cana-5125	3	16	road	road	NOUN
cana-5125	3	17	ludhiana	ludhiana	PROPN
cana-5125	3	18	,	,	PUNCT
cana-5125	3	19	punjab	punjab	PROPN
cana-5125	3	20	,	,	PUNCT
cana-5125	3	21	india	india	PROPN
cana-5125	3	22	corresponding	corresponding	ADJ
cana-5125	3	23	author	author	NOUN
cana-5125	3	24	emailsushldh676@gmail.com	emailsushldh676@gmail.com	X
cana-5125	4	1	article	article	NOUN
cana-5125	4	2	history	history	NOUN
cana-5125	4	3	:	:	PUNCT
cana-5125	4	4	received	receive	VERB
cana-5125	4	5	:	:	PUNCT
cana-5125	4	6	12	12	NUM
cana-5125	4	7	-	-	SYM
cana-5125	4	8	12	12	NUM
cana-5125	4	9	-	-	PUNCT
cana-5125	4	10	2024	2024	NUM
cana-5125	4	11	revised	revise	VERB
cana-5125	4	12	:	:	PUNCT
cana-5125	4	13	25	25	NUM
cana-5125	4	14	-	-	PUNCT
cana-5125	4	15	01	01	NUM
cana-5125	4	16	-	-	PUNCT
cana-5125	4	17	2025	2025	NUM
cana-5125	4	18	accepted	accept	VERB
cana-5125	4	19	:	:	PUNCT
cana-5125	4	20	05	05	NUM
cana-5125	4	21	-	-	PUNCT
cana-5125	4	22	02	02	NUM
cana-5125	4	23	-	-	PUNCT
cana-5125	4	24	2025	2025	NUM
cana-5125	4	25	abstract	abstract	NOUN
cana-5125	4	26	:	:	PUNCT
cana-5125	4	27	the	the	DET
cana-5125	4	28	development	development	NOUN
cana-5125	4	29	of	of	ADP
cana-5125	4	30	effective	effective	ADJ
cana-5125	4	31	treatment	treatment	NOUN
cana-5125	4	32	strategies	strategy	NOUN
cana-5125	4	33	is	be	AUX
cana-5125	4	34	essential	essential	ADJ
cana-5125	4	35	due	due	ADP
cana-5125	4	36	to	to	ADP
cana-5125	4	37	the	the	DET
cana-5125	4	38	prevalence	prevalence	NOUN
cana-5125	4	39	of	of	ADP
cana-5125	4	40	non	non	ADJ
cana-5125	4	41	-	-	ADJ
cana-5125	4	42	alcoholic	alcoholic	ADJ
cana-5125	4	43	fatty	fatty	NOUN
cana-5125	4	44	liver	liver	NOUN
cana-5125	4	45	disease	disease	NOUN
cana-5125	4	46	(	(	PUNCT
cana-5125	4	47	nafld	nafld	ADV
cana-5125	4	48	)	)	PUNCT
cana-5125	4	49	worldwide	worldwide	ADV
cana-5125	4	50	.	.	PUNCT
cana-5125	5	1	purpose	purpose	NOUN
cana-5125	5	2	:	:	PUNCT
cana-5125	5	3	in	in	ADP
cana-5125	5	4	this	this	DET
cana-5125	5	5	study	study	NOUN
cana-5125	5	6	,	,	PUNCT
cana-5125	5	7	the	the	DET
cana-5125	5	8	ml	ml	X
cana-5125	5	9	methodology	methodology	NOUN
cana-5125	5	10	on	on	ADP
cana-5125	5	11	data	datum	NOUN
cana-5125	5	12	retrieved	retrieve	VERB
cana-5125	5	13	from	from	ADP
cana-5125	5	14	a	a	DET
cana-5125	5	15	multicenter	multicenter	NOUN
cana-5125	5	16	ercp	ercp	PROPN
cana-5125	5	17	database	database	NOUN
cana-5125	5	18	is	be	AUX
cana-5125	5	19	used	use	VERB
cana-5125	5	20	to	to	PART
cana-5125	5	21	evaluate	evaluate	VERB
cana-5125	5	22	and	and	CCONJ
cana-5125	5	23	predict	predict	VERB
cana-5125	5	24	the	the	DET
cana-5125	5	25	effect	effect	NOUN
cana-5125	5	26	of	of	ADP
cana-5125	5	27	different	different	ADJ
cana-5125	5	28	therapeutic	therapeutic	ADJ
cana-5125	5	29	modalities	modality	NOUN
cana-5125	5	30	for	for	SCONJ
cana-5125	5	31	nafld	nafld	ADV
cana-5125	5	32	to	to	PART
cana-5125	5	33	maximize	maximize	VERB
cana-5125	5	34	personalizing	personalize	VERB
cana-5125	5	35	individual	individual	ADJ
cana-5125	5	36	treatment	treatment	NOUN
cana-5125	5	37	regimens	regimen	NOUN
cana-5125	5	38	and	and	CCONJ
cana-5125	5	39	response	response	NOUN
cana-5125	5	40	management	management	NOUN
cana-5125	5	41	.	.	PUNCT
cana-5125	6	1	method	method	PROPN
cana-5125	6	2	:	:	PUNCT
cana-5125	6	3	using	use	VERB
cana-5125	6	4	a	a	DET
cana-5125	6	5	large	large	ADJ
cana-5125	6	6	,	,	PUNCT
cana-5125	6	7	rich	rich	ADJ
cana-5125	6	8	dataset	dataset	NOUN
cana-5125	6	9	of	of	ADP
cana-5125	6	10	biochemical	biochemical	ADJ
cana-5125	6	11	biomarkers	biomarker	NOUN
cana-5125	6	12	,	,	PUNCT
cana-5125	6	13	clinical	clinical	ADJ
cana-5125	6	14	attributes	attribute	NOUN
cana-5125	6	15	,	,	PUNCT
cana-5125	6	16	and	and	CCONJ
cana-5125	6	17	patient	patient	ADJ
cana-5125	6	18	demographics	demographic	NOUN
cana-5125	6	19	,	,	PUNCT
cana-5125	6	20	this	this	DET
cana-5125	6	21	study	study	NOUN
cana-5125	6	22	leverages	leverage	VERB
cana-5125	6	23	several	several	ADJ
cana-5125	6	24	state	state	NOUN
cana-5125	6	25	-	-	PUNCT
cana-5125	6	26	of	of	ADP
cana-5125	6	27	-	-	PUNCT
cana-5125	6	28	the	the	DET
cana-5125	6	29	-	-	PUNCT
cana-5125	6	30	art	art	NOUN
cana-5125	6	31	machine	machine	NOUN
cana-5125	6	32	learning	learning	NOUN
cana-5125	6	33	models	model	NOUN
cana-5125	6	34	,	,	PUNCT
cana-5125	6	35	in	in	ADP
cana-5125	6	36	particular	particular	ADJ
cana-5125	6	37	,	,	PUNCT
cana-5125	6	38	the	the	DET
cana-5125	6	39	vgg16	vgg16	NOUN
cana-5125	6	40	model	model	NOUN
cana-5125	6	41	,	,	PUNCT
cana-5125	6	42	to	to	PART
cana-5125	6	43	detect	detect	VERB
cana-5125	6	44	patterns	pattern	NOUN
cana-5125	6	45	and	and	CCONJ
cana-5125	6	46	variables	variable	NOUN
cana-5125	6	47	related	relate	VERB
cana-5125	6	48	to	to	ADP
cana-5125	6	49	success	success	NOUN
cana-5125	6	50	in	in	ADP
cana-5125	6	51	treatment	treatment	NOUN
cana-5125	6	52	automatically	automatically	ADV
cana-5125	6	53	.	.	PUNCT
cana-5125	7	1	result	result	NOUN
cana-5125	7	2	:	:	PUNCT
cana-5125	7	3	show	show	VERB
cana-5125	7	4	that	that	SCONJ
cana-5125	7	5	the	the	DET
cana-5125	7	6	vgg16	vgg16	NOUN
cana-5125	7	7	-	-	PUNCT
cana-5125	7	8	based	base	VERB
cana-5125	7	9	strategy	strategy	NOUN
cana-5125	7	10	significantly	significantly	ADV
cana-5125	7	11	outperforms	outperform	VERB
cana-5125	7	12	other	other	ADJ
cana-5125	7	13	methods	method	NOUN
cana-5125	7	14	in	in	ADP
cana-5125	7	15	determining	determine	VERB
cana-5125	7	16	the	the	DET
cana-5125	7	17	success	success	NOUN
cana-5125	7	18	of	of	ADP
cana-5125	7	19	therapy	therapy	NOUN
cana-5125	7	20	,	,	PUNCT
cana-5125	7	21	stratifying	stratify	VERB
cana-5125	7	22	nonalcoholic	nonalcoholic	PROPN
cana-5125	7	23	steatohepatitis	steatohepatitis	PROPN
cana-5125	7	24	(	(	PUNCT
cana-5125	7	25	nash	nash	PROPN
cana-5125	7	26	)	)	PUNCT
cana-5125	7	27	by	by	ADP
cana-5125	7	28	severity	severity	NOUN
cana-5125	7	29	of	of	ADP
cana-5125	7	30	grade	grade	NOUN
cana-5125	7	31	:	:	PUNCT
cana-5125	7	32	i	i	PRON
cana-5125	7	33	(	(	PUNCT
cana-5125	7	34	5–33	5–33	PROPN
cana-5125	7	35	%	%	NOUN
cana-5125	7	36	)	)	PUNCT
cana-5125	7	37	in	in	ADP
cana-5125	7	38	mild	mild	ADJ
cana-5125	7	39	steatosis	steatosis	NOUN
cana-5125	7	40	,	,	PUNCT
cana-5125	7	41	ii	ii	PROPN
cana-5125	7	42	(	(	PUNCT
cana-5125	7	43	34	34	NUM
cana-5125	7	44	–	–	SYM
cana-5125	7	45	66	66	NUM
cana-5125	7	46	%	%	NOUN
cana-5125	7	47	)	)	PUNCT
cana-5125	7	48	in	in	ADP
cana-5125	7	49	medium	medium	ADJ
cana-5125	7	50	severe	severe	ADJ
cana-5125	7	51	steatosis	steatosis	NOUN
cana-5125	7	52	,	,	PUNCT
cana-5125	7	53	and	and	CCONJ
cana-5125	7	54	iii	iii	X
cana-5125	7	55	(	(	PUNCT
cana-5125	7	56	>	>	SYM
cana-5125	7	57	66	66	NUM
cana-5125	7	58	%	%	NOUN
cana-5125	7	59	)	)	PUNCT
cana-5125	7	60	.	.	PUNCT
cana-5125	8	1	aggressive	aggressive	ADJ
cana-5125	8	2	stromal	stromal	ADJ
cana-5125	8	3	response	response	NOUN
cana-5125	8	4	estate	estate	NOUN
cana-5125	8	5	costs	cost	NOUN
cana-5125	8	6	facilitate	facilitate	VERB
cana-5125	8	7	the	the	DET
cana-5125	8	8	use	use	NOUN
cana-5125	8	9	of	of	ADP
cana-5125	8	10	prognostic	prognostic	ADJ
cana-5125	8	11	factors	factor	NOUN
cana-5125	8	12	to	to	PART
cana-5125	8	13	predict	predict	VERB
cana-5125	8	14	recurrence	recurrence	NOUN
cana-5125	8	15	after	after	ADP
cana-5125	8	16	surgery	surgery	NOUN
cana-5125	8	17	.	.	PUNCT
cana-5125	9	1	conclusion	conclusion	NOUN
cana-5125	9	2	:	:	PUNCT
cana-5125	9	3	ai	ai	AUX
cana-5125	9	4	-	-	PUNCT
cana-5125	9	5	based	base	VERB
cana-5125	9	6	strategies	strategy	NOUN
cana-5125	9	7	can	can	AUX
cana-5125	9	8	enhance	enhance	VERB
cana-5125	9	9	understanding	understanding	NOUN
cana-5125	9	10	of	of	ADP
cana-5125	9	11	nafld	nafld	ADJ
cana-5125	9	12	management	management	NOUN
cana-5125	9	13	and	and	CCONJ
cana-5125	9	14	enable	enable	VERB
cana-5125	9	15	the	the	DET
cana-5125	9	16	creation	creation	NOUN
cana-5125	9	17	of	of	ADP
cana-5125	9	18	personalized	personalized	ADJ
cana-5125	9	19	nutritional	nutritional	ADJ
cana-5125	9	20	and	and	CCONJ
cana-5125	9	21	therapeutic	therapeutic	ADJ
cana-5125	9	22	interventions	intervention	NOUN
cana-5125	9	23	.	.	PUNCT
cana-5125	10	1	the	the	DET
cana-5125	10	2	integration	integration	NOUN
cana-5125	10	3	of	of	ADP
cana-5125	10	4	artificial	artificial	ADJ
cana-5125	10	5	intelligence	intelligence	NOUN
cana-5125	10	6	with	with	ADP
cana-5125	10	7	nafld	nafld	ADJ
cana-5125	10	8	management	management	NOUN
cana-5125	10	9	appears	appear	VERB
cana-5125	10	10	promising	promise	VERB
cana-5125	10	11	,	,	PUNCT
cana-5125	10	12	offering	offer	VERB
cana-5125	10	13	fresh	fresh	ADJ
cana-5125	10	14	insights	insight	NOUN
cana-5125	10	15	into	into	ADP
cana-5125	10	16	treatment	treatment	NOUN
cana-5125	10	17	algorithms	algorithm	NOUN
cana-5125	10	18	for	for	ADP
cana-5125	10	19	prevalent	prevalent	ADJ
cana-5125	10	20	chronic	chronic	ADJ
cana-5125	10	21	liver	liver	NOUN
cana-5125	10	22	disease	disease	NOUN
cana-5125	10	23	.	.	PUNCT
cana-5125	11	1	future	future	ADJ
cana-5125	11	2	scope	scope	NOUN
cana-5125	11	3	:	:	PUNCT
cana-5125	11	4	this	this	DET
cana-5125	11	5	research	research	NOUN
cana-5125	11	6	should	should	AUX
cana-5125	11	7	focus	focus	VERB
cana-5125	11	8	on	on	ADP
cana-5125	11	9	expanding	expand	VERB
cana-5125	11	10	the	the	DET
cana-5125	11	11	dataset	dataset	NOUN
cana-5125	11	12	and	and	CCONJ
cana-5125	11	13	adding	add	VERB
cana-5125	11	14	more	more	ADJ
cana-5125	11	15	parameters	parameter	NOUN
cana-5125	11	16	to	to	PART
cana-5125	11	17	enhance	enhance	VERB
cana-5125	11	18	the	the	DET
cana-5125	11	19	generalizability	generalizability	NOUN
cana-5125	11	20	and	and	CCONJ
cana-5125	11	21	refinement	refinement	NOUN
cana-5125	11	22	of	of	ADP
cana-5125	11	23	prediction	prediction	NOUN
cana-5125	11	24	models	model	NOUN
cana-5125	11	25	.	.	PUNCT
cana-5125	12	1	keywords	keyword	NOUN
cana-5125	12	2	:	:	PUNCT
cana-5125	12	3	artificial	artificial	ADJ
cana-5125	12	4	intelligence	intelligence	NOUN
cana-5125	12	5	,	,	PUNCT
cana-5125	12	6	ultrasound	ultrasound	NOUN
cana-5125	12	7	images	image	NOUN
cana-5125	12	8	,	,	PUNCT
cana-5125	12	9	remedies	remedy	NOUN
cana-5125	12	10	.	.	PUNCT
cana-5125	13	1	1	1	X
cana-5125	13	2	.	.	X
cana-5125	13	3	introduction	introduction	NOUN
cana-5125	13	4	non	non	ADJ
cana-5125	13	5	-	-	ADJ
cana-5125	13	6	alcoholic	alcoholic	ADJ
cana-5125	13	7	fatty	fatty	NOUN
cana-5125	13	8	liver	liver	NOUN
cana-5125	13	9	disease	disease	NOUN
cana-5125	13	10	(	(	PUNCT
cana-5125	13	11	nafld	nafld	ADV
cana-5125	13	12	)	)	PUNCT
cana-5125	13	13	is	be	AUX
cana-5125	13	14	a	a	DET
cana-5125	13	15	progressive	progressive	ADJ
cana-5125	13	16	liver	liver	NOUN
cana-5125	13	17	disease	disease	NOUN
cana-5125	13	18	defined	define	VERB
cana-5125	13	19	by	by	ADP
cana-5125	13	20	an	an	DET
cana-5125	13	21	excess	excess	NOUN
cana-5125	13	22	of	of	ADP
cana-5125	13	23	fat	fat	NOUN
cana-5125	13	24	in	in	ADP
cana-5125	13	25	the	the	DET
cana-5125	13	26	liver	liver	NOUN
cana-5125	13	27	cells	cell	NOUN
cana-5125	13	28	of	of	ADP
cana-5125	13	29	individuals	individual	NOUN
cana-5125	13	30	with	with	ADP
cana-5125	13	31	minimal	minimal	ADJ
cana-5125	13	32	alcohol	alcohol	NOUN
cana-5125	13	33	consumption	consumption	NOUN
cana-5125	13	34	.	.	PUNCT
cana-5125	14	1	it	it	PRON
cana-5125	14	2	has	have	AUX
cana-5125	14	3	become	become	VERB
cana-5125	14	4	the	the	DET
cana-5125	14	5	leading	lead	VERB
cana-5125	14	6	cause	cause	NOUN
cana-5125	14	7	of	of	ADP
cana-5125	14	8	chronic	chronic	ADJ
cana-5125	14	9	liver	liver	NOUN
cana-5125	14	10	disease	disease	NOUN
cana-5125	14	11	globally	globally	ADV
cana-5125	14	12	,	,	PUNCT
cana-5125	14	13	affecting	affect	VERB
cana-5125	14	14	an	an	DET
cana-5125	14	15	estimated	estimate	VERB
cana-5125	14	16	25–30	25–30	NUM
cana-5125	14	17	%	%	NOUN
cana-5125	14	18	of	of	ADP
cana-5125	14	19	the	the	DET
cana-5125	14	20	world	world	NOUN
cana-5125	14	21	population	population	NOUN
cana-5125	14	22	.	.	PUNCT
cana-5125	15	1	and	and	CCONJ
cana-5125	15	2	nafld	nafld	PROPN
cana-5125	15	3	has	have	VERB
cana-5125	15	4	a	a	DET
cana-5125	15	5	strong	strong	ADJ
cana-5125	15	6	association	association	NOUN
cana-5125	15	7	with	with	ADP
cana-5125	15	8	metabolic	metabolic	NOUN
cana-5125	15	9	syndrome	syndrome	NOUN
cana-5125	15	10	,	,	PUNCT
cana-5125	15	11	obesity	obesity	NOUN
cana-5125	15	12	,	,	PUNCT
cana-5125	15	13	type	type	NOUN
cana-5125	15	14	2	2	NUM
cana-5125	15	15	diabetes	diabetes	NOUN
cana-5125	15	16	,	,	PUNCT
cana-5125	15	17	dyslipidemia	dyslipidemia	NOUN
cana-5125	15	18	,	,	PUNCT
cana-5125	15	19	and	and	CCONJ
cana-5125	15	20	hypertension	hypertension	NOUN
cana-5125	15	21	.	.	PUNCT
cana-5125	16	1	(	(	PUNCT
cana-5125	16	2	younossi	younossi	ADJ
cana-5125	16	3	,	,	PUNCT
cana-5125	16	4	2019	2019	NUM
cana-5125	16	5	)	)	PUNCT
cana-5125	16	6	.	.	PUNCT
cana-5125	17	1	nafld	nafld	PROPN
cana-5125	17	2	is	be	AUX
cana-5125	17	3	a	a	DET
cana-5125	17	4	serious	serious	ADJ
cana-5125	17	5	health	health	NOUN
cana-5125	17	6	problem	problem	NOUN
cana-5125	17	7	because	because	SCONJ
cana-5125	17	8	of	of	ADP
cana-5125	17	9	its	its	PRON
cana-5125	17	10	high	high	ADJ
cana-5125	17	11	prevalence	prevalence	NOUN
cana-5125	17	12	.	.	PUNCT
cana-5125	18	1	non	non	ADJ
cana-5125	18	2	-	-	ADJ
cana-5125	18	3	alcoholic	alcoholic	ADJ
cana-5125	18	4	fatty	fatty	NOUN
cana-5125	18	5	liver	liver	NOUN
cana-5125	18	6	disease	disease	NOUN
cana-5125	18	7	is	be	AUX
cana-5125	18	8	associated	associate	VERB
cana-5125	18	9	with	with	ADP
cana-5125	18	10	overweight	overweight	ADJ
cana-5125	18	11	,	,	PUNCT
cana-5125	18	12	resistance	resistance	NOUN
cana-5125	18	13	to	to	ADP
cana-5125	18	14	insulin	insulin	NOUN
cana-5125	18	15	,	,	PUNCT
cana-5125	18	16	diabetes	diabetes	NOUN
cana-5125	18	17	type	type	NOUN
cana-5125	18	18	2	2	NUM
cana-5125	18	19	mellitus	mellitus	NOUN
cana-5125	18	20	(	(	PUNCT
cana-5125	18	21	dm2	dm2	PROPN
cana-5125	18	22	)	)	PUNCT
cana-5125	18	23	,	,	PUNCT
cana-5125	18	24	hyperlipidemia	hyperlipidemia	NOUN
cana-5125	18	25	,	,	PUNCT
cana-5125	18	26	high	high	ADJ
cana-5125	18	27	blood	blood	NOUN
cana-5125	18	28	pressure	pressure	NOUN
cana-5125	18	29	,	,	PUNCT
cana-5125	18	30	and	and	CCONJ
cana-5125	18	31	the	the	DET
cana-5125	18	32	syndrome	syndrome	NOUN
cana-5125	18	33	of	of	ADP
cana-5125	18	34	metabolic	metabolic	NOUN
cana-5125	18	35	disease	disease	NOUN
cana-5125	18	36	(	(	PUNCT
cana-5125	18	37	guarneros	guarneros	PROPN
cana-5125	18	38	-	-	PROPN
cana-5125	18	39	nolasco	nolasco	PROPN
cana-5125	18	40	et	et	PROPN
cana-5125	18	41	al	al	PROPN
cana-5125	18	42	.	.	PROPN
cana-5125	18	43	,	,	PUNCT
cana-5125	18	44	2023	2023	NUM
cana-5125	18	45	)	)	PUNCT
cana-5125	18	46	.	.	PUNCT
cana-5125	19	1	the	the	DET
cana-5125	19	2	medical	medical	ADJ
cana-5125	19	3	spectrum	spectrum	NOUN
cana-5125	19	4	of	of	ADP
cana-5125	19	5	nafld	nafld	PROPN
cana-5125	19	6	is	be	AUX
cana-5125	19	7	broad	broad	ADJ
cana-5125	19	8	,	,	PUNCT
cana-5125	19	9	starting	start	VERB
cana-5125	19	10	with	with	ADP
cana-5125	19	11	steatosis	steatosis	NOUN
cana-5125	19	12	and	and	CCONJ
cana-5125	19	13	advancing	advance	VERB
cana-5125	19	14	to	to	ADP
cana-5125	19	15	steatohepatitis	steatohepatitis	PROPN
cana-5125	19	16	(	(	PUNCT
cana-5125	19	17	nash	nash	PROPN
cana-5125	19	18	)	)	PUNCT
cana-5125	19	19	,	,	PUNCT
cana-5125	19	20	which	which	PRON
cana-5125	19	21	can	can	AUX
cana-5125	19	22	lead	lead	VERB
cana-5125	19	23	to	to	ADP
cana-5125	19	24	varied	varied	ADJ
cana-5125	19	25	levels	level	NOUN
cana-5125	19	26	of	of	ADP
cana-5125	19	27	cirrhosis	cirrhosis	NOUN
cana-5125	19	28	,	,	PUNCT
cana-5125	19	29	hepatic	hepatic	ADJ
cana-5125	19	30	cancer	cancer	NOUN
cana-5125	19	31	,	,	PUNCT
cana-5125	19	32	mailto:sushldh676@gmail.com	mailto:sushldh676@gmail.com	PROPN
cana-5125	19	33	communications	communication	NOUN
cana-5125	19	34	on	on	ADP
cana-5125	19	35	applied	apply	VERB
cana-5125	19	36	nonlinear	nonlinear	ADJ
cana-5125	19	37	analysis	analysis	NOUN
cana-5125	19	38	issn	issn	NOUN
cana-5125	19	39	:	:	PUNCT
cana-5125	19	40	1074	1074	NUM
cana-5125	19	41	-	-	PUNCT
cana-5125	19	42	133x	133x	NUM
cana-5125	19	43	vol	vol	NOUN
cana-5125	19	44	32	32	NUM
cana-5125	19	45	no	no	NOUN
cana-5125	19	46	.	.	PUNCT
cana-5125	20	1	icmasd	icmasd	NOUN
cana-5125	20	2	(	(	PUNCT
cana-5125	20	3	2025	2025	NUM
cana-5125	20	4	)	)	PUNCT
cana-5125	20	5	991	991	NUM
cana-5125	20	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-5125	20	7	and	and	CCONJ
cana-5125	20	8	fibrosis	fibrosis	NOUN
cana-5125	20	9	of	of	ADP
cana-5125	20	10	the	the	DET
cana-5125	20	11	liver	liver	NOUN
cana-5125	20	12	.	.	PUNCT
cana-5125	21	1	though	though	SCONJ
cana-5125	21	2	there	there	PRON
cana-5125	21	3	is	be	VERB
cana-5125	21	4	now	now	ADV
cana-5125	21	5	disagreement	disagreement	ADJ
cana-5125	21	6	about	about	ADP
cana-5125	21	7	the	the	DET
cana-5125	21	8	best	good	ADJ
cana-5125	21	9	way	way	NOUN
cana-5125	21	10	to	to	PART
cana-5125	21	11	treat	treat	VERB
cana-5125	21	12	nafld	nafld	ADV
cana-5125	21	13	pharmacologically	pharmacologically	ADV
cana-5125	21	14	,	,	PUNCT
cana-5125	21	15	it	it	PRON
cana-5125	21	16	is	be	AUX
cana-5125	21	17	obvious	obvious	ADJ
cana-5125	21	18	that	that	SCONJ
cana-5125	21	19	treatment	treatment	NOUN
cana-5125	21	20	strategies	strategy	NOUN
cana-5125	21	21	should	should	AUX
cana-5125	21	22	center	center	VERB
cana-5125	21	23	on	on	ADP
cana-5125	21	24	changing	change	VERB
cana-5125	21	25	one	one	NUM
cana-5125	21	26	's	's	PART
cana-5125	21	27	way	way	NOUN
cana-5125	21	28	of	of	ADP
cana-5125	21	29	life	life	NOUN
cana-5125	21	30	.	.	PUNCT
cana-5125	22	1	the	the	DET
cana-5125	22	2	first	first	ADJ
cana-5125	22	3	line	line	NOUN
cana-5125	22	4	of	of	ADP
cana-5125	22	5	treatment	treatment	NOUN
cana-5125	22	6	is	be	AUX
cana-5125	22	7	still	still	ADV
cana-5125	22	8	diet	diet	NOUN
cana-5125	22	9	and	and	CCONJ
cana-5125	22	10	exercise	exercise	VERB
cana-5125	22	11	,	,	PUNCT
cana-5125	22	12	and	and	CCONJ
cana-5125	22	13	research	research	NOUN
cana-5125	22	14	suggests	suggest	VERB
cana-5125	22	15	that	that	SCONJ
cana-5125	22	16	in	in	ADP
cana-5125	22	17	the	the	DET
cana-5125	22	18	early	early	ADJ
cana-5125	22	19	stages	stage	NOUN
cana-5125	22	20	of	of	ADP
cana-5125	22	21	nafld	nafld	ADJ
cana-5125	22	22	,	,	PUNCT
cana-5125	22	23	a	a	DET
cana-5125	22	24	good	good	ADJ
cana-5125	22	25	diet	diet	NOUN
cana-5125	22	26	and	and	CCONJ
cana-5125	22	27	weight	weight	NOUN
cana-5125	22	28	loss	loss	NOUN
cana-5125	22	29	may	may	AUX
cana-5125	22	30	be	be	AUX
cana-5125	22	31	enough	enough	ADJ
cana-5125	22	32	to	to	PART
cana-5125	22	33	slow	slow	VERB
cana-5125	22	34	the	the	DET
cana-5125	22	35	disease	disease	NOUN
cana-5125	22	36	's	's	PART
cana-5125	22	37	development	development	NOUN
cana-5125	22	38	(	(	PUNCT
cana-5125	22	39	perdomo	perdomo	NOUN
cana-5125	22	40	et	et	PROPN
cana-5125	22	41	al	al	PROPN
cana-5125	22	42	.	.	PROPN
cana-5125	22	43	,	,	PUNCT
cana-5125	22	44	2019	2019	NUM
cana-5125	22	45	)	)	PUNCT
cana-5125	22	46	.	.	PUNCT
cana-5125	23	1	though	though	SCONJ
cana-5125	23	2	there	there	PRON
cana-5125	23	3	is	be	VERB
cana-5125	23	4	ample	ample	ADJ
cana-5125	23	5	proof	proof	NOUN
cana-5125	23	6	that	that	SCONJ
cana-5125	23	7	dietary	dietary	ADJ
cana-5125	23	8	interventions	intervention	NOUN
cana-5125	23	9	work	work	VERB
cana-5125	23	10	,	,	PUNCT
cana-5125	23	11	it	it	PRON
cana-5125	23	12	is	be	AUX
cana-5125	23	13	unclear	unclear	ADJ
cana-5125	23	14	how	how	SCONJ
cana-5125	23	15	much	much	ADJ
cana-5125	23	16	and	and	CCONJ
cana-5125	23	17	what	what	DET
cana-5125	23	18	kind	kind	NOUN
cana-5125	23	19	of	of	ADP
cana-5125	23	20	food	food	NOUN
cana-5125	23	21	should	should	AUX
cana-5125	23	22	be	be	AUX
cana-5125	23	23	consumed	consume	VERB
cana-5125	23	24	.	.	PUNCT
cana-5125	24	1	furthermore	furthermore	ADV
cana-5125	24	2	,	,	PUNCT
cana-5125	24	3	patients	patient	NOUN
cana-5125	24	4	frequently	frequently	ADV
cana-5125	24	5	disregard	disregard	VERB
cana-5125	24	6	nutritional	nutritional	ADJ
cana-5125	24	7	recommendations	recommendation	NOUN
cana-5125	24	8	.	.	PUNCT
cana-5125	25	1	therefore	therefore	ADV
cana-5125	25	2	,	,	PUNCT
cana-5125	25	3	there	there	PRON
cana-5125	25	4	is	be	VERB
cana-5125	25	5	a	a	DET
cana-5125	25	6	need	need	NOUN
cana-5125	25	7	for	for	ADP
cana-5125	25	8	straightforward	straightforward	ADJ
cana-5125	25	9	,	,	PUNCT
cana-5125	25	10	interdisciplinary	interdisciplinary	ADJ
cana-5125	25	11	dietary	dietary	ADJ
cana-5125	25	12	advice	advice	NOUN
cana-5125	25	13	that	that	PRON
cana-5125	25	14	focuses	focus	VERB
cana-5125	25	15	on	on	ADP
cana-5125	25	16	the	the	DET
cana-5125	25	17	illness	illness	NOUN
cana-5125	25	18	causes	cause	NOUN
cana-5125	25	19	.	.	PUNCT
cana-5125	26	1	furthermore	furthermore	ADV
cana-5125	26	2	,	,	PUNCT
cana-5125	26	3	new	new	ADJ
cana-5125	26	4	research	research	NOUN
cana-5125	26	5	is	be	AUX
cana-5125	26	6	beginning	begin	VERB
cana-5125	26	7	to	to	PART
cana-5125	26	8	lend	lend	VERB
cana-5125	26	9	credence	credence	NOUN
cana-5125	26	10	to	to	ADP
cana-5125	26	11	a	a	DET
cana-5125	26	12	personalized	personalized	ADJ
cana-5125	26	13	nutrition	nutrition	NOUN
cana-5125	26	14	strategy	strategy	NOUN
cana-5125	26	15	that	that	PRON
cana-5125	26	16	includes	include	VERB
cana-5125	26	17	artificial	artificial	ADJ
cana-5125	26	18	intelligence	intelligence	NOUN
cana-5125	26	19	(	(	PUNCT
cana-5125	26	20	ai	ai	NOUN
cana-5125	26	21	)	)	PUNCT
cana-5125	26	22	.	.	PUNCT
cana-5125	27	1	this	this	DET
cana-5125	27	2	review	review	NOUN
cana-5125	27	3	concentrated	concentrate	VERB
cana-5125	27	4	on	on	ADP
cana-5125	27	5	diet	diet	NOUN
cana-5125	27	6	planning	planning	NOUN
cana-5125	27	7	to	to	PART
cana-5125	27	8	gain	gain	VERB
cana-5125	27	9	a	a	DET
cana-5125	27	10	better	well	ADJ
cana-5125	27	11	understanding	understanding	NOUN
cana-5125	27	12	of	of	ADP
cana-5125	27	13	the	the	DET
cana-5125	27	14	function	function	NOUN
cana-5125	27	15	that	that	PRON
cana-5125	27	16	nutrients	nutrient	NOUN
cana-5125	27	17	play	play	VERB
cana-5125	27	18	in	in	ADP
cana-5125	27	19	the	the	DET
cana-5125	27	20	pathogenesis	pathogenesis	NOUN
cana-5125	27	21	of	of	ADP
cana-5125	27	22	non	non	ADJ
cana-5125	27	23	-	-	ADJ
cana-5125	27	24	alcoholic	alcoholic	ADJ
cana-5125	27	25	fatty	fatty	NOUN
cana-5125	27	26	liver	liver	NOUN
cana-5125	27	27	disease	disease	NOUN
cana-5125	27	28	(	(	PUNCT
cana-5125	27	29	nafld	nafld	ADV
cana-5125	27	30	)	)	PUNCT
cana-5125	27	31	(	(	PUNCT
cana-5125	27	32	musso	musso	PROPN
cana-5125	27	33	et	et	PROPN
cana-5125	27	34	al	al	PROPN
cana-5125	27	35	.	.	PROPN
cana-5125	27	36	,	,	PUNCT
cana-5125	27	37	2003	2003	NUM
cana-5125	27	38	)	)	PUNCT
cana-5125	27	39	.	.	PUNCT
cana-5125	28	1	if	if	SCONJ
cana-5125	28	2	a	a	DET
cana-5125	28	3	person	person	NOUN
cana-5125	28	4	drinks	drink	VERB
cana-5125	28	5	less	less	ADJ
cana-5125	28	6	than	than	ADP
cana-5125	28	7	20	20	NUM
cana-5125	28	8	grams	gram	NOUN
cana-5125	28	9	of	of	ADP
cana-5125	28	10	alcohol	alcohol	NOUN
cana-5125	28	11	per	per	ADP
cana-5125	28	12	day	day	NOUN
cana-5125	28	13	,	,	PUNCT
cana-5125	28	14	they	they	PRON
cana-5125	28	15	may	may	AUX
cana-5125	28	16	have	have	VERB
cana-5125	28	17	hepatic	hepatic	ADJ
cana-5125	28	18	steatosis	steatosis	NOUN
cana-5125	28	19	,	,	PUNCT
cana-5125	28	20	which	which	PRON
cana-5125	28	21	is	be	AUX
cana-5125	28	22	a	a	DET
cana-5125	28	23	long	long	ADV
cana-5125	28	24	-	-	PUNCT
cana-5125	28	25	lasting	last	VERB
cana-5125	28	26	and	and	CCONJ
cana-5125	28	27	progressive	progressive	ADJ
cana-5125	28	28	condition	condition	NOUN
cana-5125	28	29	.	.	PUNCT
cana-5125	29	1	more	more	ADJ
cana-5125	29	2	than	than	ADP
cana-5125	29	3	50	50	NUM
cana-5125	29	4	%	%	NOUN
cana-5125	29	5	of	of	ADP
cana-5125	29	6	people	people	NOUN
cana-5125	29	7	in	in	ADP
cana-5125	29	8	mexico	mexico	PROPN
cana-5125	29	9	exhibit	exhibit	VERB
cana-5125	29	10	at	at	ADP
cana-5125	29	11	least	least	ADJ
cana-5125	29	12	one	one	NUM
cana-5125	29	13	of	of	ADP
cana-5125	29	14	the	the	DET
cana-5125	29	15	nafld	nafld	ADJ
cana-5125	29	16	risk	risk	NOUN
cana-5125	29	17	factors	factor	NOUN
cana-5125	29	18	,	,	PUNCT
cana-5125	29	19	which	which	PRON
cana-5125	29	20	has	have	AUX
cana-5125	29	21	been	be	AUX
cana-5125	29	22	linked	link	VERB
cana-5125	29	23	to	to	ADP
cana-5125	29	24	the	the	DET
cana-5125	29	25	country	country	NOUN
cana-5125	29	26	's	's	PART
cana-5125	29	27	rising	rise	VERB
cana-5125	29	28	incidence	incidence	NOUN
cana-5125	29	29	of	of	ADP
cana-5125	29	30	the	the	DET
cana-5125	29	31	condition	condition	NOUN
cana-5125	29	32	.	.	PUNCT
cana-5125	30	1	for	for	ADP
cana-5125	30	2	those	those	PRON
cana-5125	30	3	who	who	PRON
cana-5125	30	4	suffer	suffer	VERB
cana-5125	30	5	from	from	ADP
cana-5125	30	6	nafld	nafld	ADV
cana-5125	30	7	,	,	PUNCT
cana-5125	30	8	the	the	DET
cana-5125	30	9	medium	medium	ADJ
cana-5125	30	10	-	-	PUNCT
cana-5125	30	11	term	term	NOUN
cana-5125	30	12	outlook	outlook	NOUN
cana-5125	30	13	is	be	AUX
cana-5125	30	14	therefore	therefore	ADV
cana-5125	30	15	quite	quite	ADV
cana-5125	30	16	bleak	bleak	ADJ
cana-5125	30	17	if	if	SCONJ
cana-5125	30	18	prompt	prompt	ADJ
cana-5125	30	19	action	action	NOUN
cana-5125	30	20	is	be	AUX
cana-5125	30	21	not	not	PART
cana-5125	30	22	taken	take	VERB
cana-5125	30	23	to	to	PART
cana-5125	30	24	lessen	lessen	VERB
cana-5125	30	25	what	what	PRON
cana-5125	30	26	is	be	AUX
cana-5125	30	27	already	already	ADV
cana-5125	30	28	seen	see	VERB
cana-5125	30	29	as	as	ADP
cana-5125	30	30	a	a	DET
cana-5125	30	31	federal	federal	ADJ
cana-5125	30	32	health	health	NOUN
cana-5125	30	33	concern	concern	NOUN
cana-5125	30	34	(	(	PUNCT
cana-5125	30	35	kwak	kwak	PROPN
cana-5125	30	36	&	&	CCONJ
cana-5125	30	37	kim	kim	PROPN
cana-5125	30	38	,	,	PUNCT
cana-5125	30	39	2018	2018	NUM
cana-5125	30	40	)	)	PUNCT
cana-5125	30	41	.	.	PUNCT
cana-5125	31	1	non	non	ADJ
cana-5125	31	2	-	-	ADJ
cana-5125	31	3	alcoholic	alcoholic	ADJ
cana-5125	31	4	fatty	fatty	NOUN
cana-5125	31	5	liver	liver	NOUN
cana-5125	31	6	disease	disease	NOUN
cana-5125	31	7	(	(	PUNCT
cana-5125	31	8	nafld	nafld	ADV
cana-5125	31	9	)	)	PUNCT
cana-5125	31	10	affects	affect	VERB
cana-5125	31	11	around	around	ADP
cana-5125	31	12	one	one	NUM
cana-5125	31	13	-	-	PUNCT
cana-5125	31	14	third	third	NOUN
cana-5125	31	15	of	of	ADP
cana-5125	31	16	the	the	DET
cana-5125	31	17	population	population	NOUN
cana-5125	31	18	and	and	CCONJ
cana-5125	31	19	is	be	AUX
cana-5125	31	20	becoming	become	VERB
cana-5125	31	21	prevalent	prevalent	ADJ
cana-5125	31	22	in	in	ADP
cana-5125	31	23	western	western	ADJ
cana-5125	31	24	countries	country	NOUN
cana-5125	31	25	(	(	PUNCT
cana-5125	31	26	bellentani	bellentani	X
cana-5125	31	27	et	et	PROPN
cana-5125	31	28	al	al	PROPN
cana-5125	31	29	.	.	PROPN
cana-5125	31	30	,	,	PUNCT
cana-5125	31	31	2010	2010	NUM
cana-5125	31	32	)	)	PUNCT
cana-5125	31	33	.	.	PUNCT
cana-5125	32	1	mostly	mostly	ADV
cana-5125	32	2	brought	bring	VERB
cana-5125	32	3	on	on	ADP
cana-5125	32	4	by	by	ADP
cana-5125	32	5	fat	fat	ADJ
cana-5125	32	6	accumulation	accumulation	NOUN
cana-5125	32	7	in	in	ADP
cana-5125	32	8	the	the	DET
cana-5125	32	9	liver	liver	NOUN
cana-5125	32	10	,	,	PUNCT
cana-5125	32	11	simple	simple	ADJ
cana-5125	32	12	steatosis	steatosis	NOUN
cana-5125	32	13	and	and	CCONJ
cana-5125	32	14	non	non	ADJ
cana-5125	32	15	-	-	ADJ
cana-5125	32	16	alcoholic	alcoholic	ADJ
cana-5125	32	17	steatohepatitis	steatohepatitis	NOUN
cana-5125	32	18	(	(	PUNCT
cana-5125	32	19	nash	nash	PROPN
cana-5125	32	20	)	)	PUNCT
cana-5125	32	21	are	be	AUX
cana-5125	32	22	among	among	ADP
cana-5125	32	23	the	the	DET
cana-5125	32	24	many	many	ADJ
cana-5125	32	25	signs	sign	NOUN
cana-5125	32	26	of	of	ADP
cana-5125	32	27	non	non	ADJ
cana-5125	32	28	-	-	ADJ
cana-5125	32	29	alcoholic	alcoholic	ADJ
cana-5125	32	30	fatty	fatty	NOUN
cana-5125	32	31	liver	liver	NOUN
cana-5125	32	32	disease	disease	NOUN
cana-5125	32	33	(	(	PUNCT
cana-5125	32	34	nafld	nafld	ADV
cana-5125	32	35	)	)	PUNCT
cana-5125	32	36	.	.	PUNCT
cana-5125	33	1	nash	nash	PROPN
cana-5125	33	2	can	can	AUX
cana-5125	33	3	eventually	eventually	ADV
cana-5125	33	4	result	result	VERB
cana-5125	33	5	in	in	ADP
cana-5125	33	6	cirrhosis	cirrhosis	NOUN
cana-5125	33	7	,	,	PUNCT
cana-5125	33	8	which	which	PRON
cana-5125	33	9	is	be	AUX
cana-5125	33	10	irreversible	irreversible	ADJ
cana-5125	33	11	and	and	CCONJ
cana-5125	33	12	can	can	AUX
cana-5125	33	13	advance	advance	VERB
cana-5125	33	14	to	to	ADP
cana-5125	33	15	hepatocellular	hepatocellular	ADJ
cana-5125	33	16	cancer	cancer	NOUN
cana-5125	33	17	.	.	PUNCT
cana-5125	34	1	nafld	nafld	ADJ
cana-5125	34	2	is	be	AUX
cana-5125	34	3	therefore	therefore	ADV
cana-5125	34	4	a	a	DET
cana-5125	34	5	risk	risk	NOUN
cana-5125	34	6	factor	factor	NOUN
cana-5125	34	7	for	for	ADP
cana-5125	34	8	cancer	cancer	NOUN
cana-5125	34	9	,	,	PUNCT
cana-5125	34	10	but	but	CCONJ
cana-5125	34	11	it	it	PRON
cana-5125	34	12	is	be	AUX
cana-5125	34	13	also	also	ADV
cana-5125	34	14	known	know	VERB
cana-5125	34	15	to	to	PART
cana-5125	34	16	be	be	AUX
cana-5125	34	17	a	a	DET
cana-5125	34	18	risk	risk	NOUN
cana-5125	34	19	factor	factor	NOUN
cana-5125	34	20	for	for	ADP
cana-5125	34	21	cardiovascular	cardiovascular	ADJ
cana-5125	34	22	illnesses	illness	NOUN
cana-5125	34	23	(	(	PUNCT
cana-5125	34	24	anstee	anstee	NOUN
cana-5125	34	25	et	et	PROPN
cana-5125	34	26	al	al	PROPN
cana-5125	34	27	.	.	PROPN
cana-5125	34	28	,	,	PUNCT
cana-5125	34	29	2013	2013	NUM
cana-5125	34	30	)	)	PUNCT
cana-5125	34	31	.	.	PUNCT
cana-5125	35	1	furthermore	furthermore	ADV
cana-5125	35	2	,	,	PUNCT
cana-5125	35	3	it	it	PRON
cana-5125	35	4	is	be	AUX
cana-5125	35	5	currently	currently	ADV
cana-5125	35	6	thought	think	VERB
cana-5125	35	7	that	that	SCONJ
cana-5125	35	8	nafld	nafld	ADV
cana-5125	35	9	represents	represent	VERB
cana-5125	35	10	the	the	DET
cana-5125	35	11	hepatic	hepatic	ADJ
cana-5125	35	12	form	form	NOUN
cana-5125	35	13	of	of	ADP
cana-5125	35	14	obesity	obesity	NOUN
cana-5125	35	15	,	,	PUNCT
cana-5125	35	16	which	which	PRON
cana-5125	35	17	is	be	AUX
cana-5125	35	18	typified	typify	VERB
cana-5125	35	19	by	by	ADP
cana-5125	35	20	diabetes	diabetes	NOUN
cana-5125	35	21	type	type	NOUN
cana-5125	35	22	2	2	NUM
cana-5125	35	23	,	,	PUNCT
cana-5125	35	24	insulin	insulin	NOUN
cana-5125	35	25	resistance	resistance	NOUN
cana-5125	35	26	,	,	PUNCT
cana-5125	35	27	dyslipidemia	dyslipidemia	NOUN
cana-5125	35	28	,	,	PUNCT
cana-5125	35	29	high	high	ADJ
cana-5125	35	30	blood	blood	NOUN
cana-5125	35	31	pressure	pressure	NOUN
cana-5125	35	32	,	,	PUNCT
cana-5125	35	33	and	and	CCONJ
cana-5125	35	34	excess	excess	ADJ
cana-5125	35	35	body	body	NOUN
cana-5125	35	36	weight	weight	NOUN
cana-5125	35	37	(	(	PUNCT
cana-5125	35	38	jornayvaz	jornayvaz	PROPN
cana-5125	35	39	&	&	CCONJ
cana-5125	35	40	shulman	shulman	PROPN
cana-5125	35	41	,	,	PUNCT
cana-5125	35	42	2012	2012	NUM
cana-5125	35	43	)	)	PUNCT
cana-5125	35	44	.	.	PUNCT
cana-5125	36	1	1.1	1.1	NUM
cana-5125	36	2	levels	level	NOUN
cana-5125	36	3	of	of	ADP
cana-5125	36	4	steatosis	steatosis	NOUN
cana-5125	36	5	fat	fat	ADJ
cana-5125	36	6	buildup	buildup	NOUN
cana-5125	36	7	in	in	ADP
cana-5125	36	8	the	the	DET
cana-5125	36	9	liver	liver	NOUN
cana-5125	36	10	cells	cell	NOUN
cana-5125	36	11	is	be	AUX
cana-5125	36	12	called	call	VERB
cana-5125	36	13	steatosis	steatosis	NOUN
cana-5125	36	14	or	or	CCONJ
cana-5125	36	15	fatty	fatty	NOUN
cana-5125	36	16	liver	liver	NOUN
cana-5125	36	17	.	.	PUNCT
cana-5125	37	1	the	the	DET
cana-5125	37	2	severity	severity	NOUN
cana-5125	37	3	of	of	ADP
cana-5125	37	4	it	it	PRON
cana-5125	37	5	can	can	AUX
cana-5125	37	6	vary	vary	VERB
cana-5125	37	7	,	,	PUNCT
cana-5125	37	8	and	and	CCONJ
cana-5125	37	9	the	the	DET
cana-5125	37	10	amount	amount	NOUN
cana-5125	37	11	of	of	ADP
cana-5125	37	12	fat	fat	NOUN
cana-5125	37	13	in	in	ADP
cana-5125	37	14	the	the	DET
cana-5125	37	15	liver	liver	NOUN
cana-5125	37	16	cells	cell	NOUN
cana-5125	37	17	is	be	AUX
cana-5125	37	18	usually	usually	ADV
cana-5125	37	19	used	use	VERB
cana-5125	37	20	to	to	PART
cana-5125	37	21	evaluate	evaluate	VERB
cana-5125	37	22	the	the	DET
cana-5125	37	23	degree	degree	NOUN
cana-5125	37	24	of	of	ADP
cana-5125	37	25	steatosis	steatosis	NOUN
cana-5125	37	26	.	.	PUNCT
cana-5125	38	1	figure	figure	NOUN
cana-5125	38	2	1	1	NUM
cana-5125	38	3	shows	show	VERB
cana-5125	38	4	the	the	DET
cana-5125	38	5	different	different	ADJ
cana-5125	38	6	stages	stage	NOUN
cana-5125	38	7	of	of	ADP
cana-5125	38	8	liver	liver	NOUN
cana-5125	38	9	disease	disease	NOUN
cana-5125	38	10	.	.	PUNCT
cana-5125	39	1	the	the	DET
cana-5125	39	2	following	follow	VERB
cana-5125	39	3	are	be	AUX
cana-5125	39	4	typical	typical	ADJ
cana-5125	39	5	steatosis	steatosis	NOUN
cana-5125	39	6	levels	level	NOUN
cana-5125	39	7	:	:	PUNCT
cana-5125	39	8	grade	grade	NOUN
cana-5125	39	9	i	i	PRON
cana-5125	39	10	:	:	PUNCT
cana-5125	39	11	this	this	PRON
cana-5125	39	12	is	be	AUX
cana-5125	39	13	the	the	DET
cana-5125	39	14	least	least	ADV
cana-5125	39	15	severe	severe	ADJ
cana-5125	39	16	kind	kind	NOUN
cana-5125	39	17	.	.	PUNCT
cana-5125	40	1	here	here	ADV
cana-5125	40	2	,	,	PUNCT
cana-5125	40	3	the	the	DET
cana-5125	40	4	fat	fat	NOUN
cana-5125	40	5	builds	build	VERB
cana-5125	40	6	up	up	ADP
cana-5125	40	7	on	on	ADP
cana-5125	40	8	the	the	DET
cana-5125	40	9	organ	organ	NOUN
cana-5125	40	10	's	's	PART
cana-5125	40	11	exterior	exterior	NOUN
cana-5125	40	12	without	without	ADP
cana-5125	40	13	affecting	affect	VERB
cana-5125	40	14	its	its	PRON
cana-5125	40	15	functionality	functionality	NOUN
cana-5125	40	16	.	.	PUNCT
cana-5125	41	1	grade	grade	PROPN
cana-5125	41	2	ii	ii	PROPN
cana-5125	41	3	:	:	PUNCT
cana-5125	41	4	this	this	PRON
cana-5125	41	5	is	be	AUX
cana-5125	41	6	a	a	DET
cana-5125	41	7	moderately	moderately	ADV
cana-5125	41	8	severe	severe	ADJ
cana-5125	41	9	kind	kind	NOUN
cana-5125	41	10	that	that	PRON
cana-5125	41	11	must	must	AUX
cana-5125	41	12	be	be	AUX
cana-5125	41	13	treated	treat	VERB
cana-5125	41	14	medically	medically	ADV
cana-5125	41	15	to	to	PART
cana-5125	41	16	keep	keep	VERB
cana-5125	41	17	from	from	ADP
cana-5125	41	18	worsening	worsen	VERB
cana-5125	41	19	.	.	PUNCT
cana-5125	42	1	grade	grade	NOUN
cana-5125	42	2	iii	iii	PROPN
cana-5125	42	3	:	:	PUNCT
cana-5125	42	4	this	this	DET
cana-5125	42	5	severe	severe	ADJ
cana-5125	42	6	case	case	NOUN
cana-5125	42	7	of	of	ADP
cana-5125	42	8	fatty	fatty	ADJ
cana-5125	42	9	liver	liver	NOUN
cana-5125	42	10	manifests	manifest	NOUN
cana-5125	42	11	as	as	ADP
cana-5125	42	12	symptoms	symptom	NOUN
cana-5125	42	13	.	.	PUNCT
cana-5125	43	1	active	active	ADJ
cana-5125	43	2	treatments	treatment	NOUN
cana-5125	43	3	are	be	AUX
cana-5125	43	4	necessary	necessary	ADJ
cana-5125	43	5	(	(	PUNCT
cana-5125	43	6	agrawal	agrawal	NOUN
cana-5125	43	7	,	,	PUNCT
cana-5125	43	8	2022	2022	NUM
cana-5125	43	9	)	)	PUNCT
cana-5125	43	10	.	.	PUNCT
cana-5125	44	1	2	2	X
cana-5125	44	2	.	.	NUM
cana-5125	44	3	models	model	NOUN
cana-5125	44	4	and	and	CCONJ
cana-5125	44	5	techniques	technique	NOUN
cana-5125	44	6	2.1	2.1	NUM
cana-5125	44	7	vgg	vgg	NOUN
cana-5125	44	8	16	16	NUM
cana-5125	44	9	by	by	ADP
cana-5125	44	10	effectively	effectively	ADV
cana-5125	44	11	applying	apply	VERB
cana-5125	44	12	deep	deep	ADJ
cana-5125	44	13	convolutional	convolutional	ADJ
cana-5125	44	14	layers	layer	NOUN
cana-5125	44	15	to	to	PART
cana-5125	44	16	analyze	analyze	VERB
cana-5125	44	17	ultrasound	ultrasound	NOUN
cana-5125	44	18	pictures	picture	NOUN
cana-5125	44	19	,	,	PUNCT
cana-5125	44	20	vgg-16	vgg-16	NOUN
cana-5125	44	21	has	have	AUX
cana-5125	44	22	greatly	greatly	ADV
cana-5125	44	23	enhanced	enhance	VERB
cana-5125	44	24	medical	medical	ADJ
cana-5125	44	25	imaging	imaging	NOUN
cana-5125	44	26	.	.	PUNCT
cana-5125	45	1	with	with	ADP
cana-5125	45	2	the	the	DET
cana-5125	45	3	use	use	NOUN
cana-5125	45	4	of	of	ADP
cana-5125	45	5	this	this	DET
cana-5125	45	6	technology	technology	NOUN
cana-5125	45	7	,	,	PUNCT
cana-5125	45	8	intricate	intricate	ADJ
cana-5125	45	9	details	detail	NOUN
cana-5125	45	10	such	such	ADJ
cana-5125	45	11	as	as	ADP
cana-5125	45	12	textures	texture	NOUN
cana-5125	45	13	,	,	PUNCT
cana-5125	45	14	edges	edge	NOUN
cana-5125	45	15	,	,	PUNCT
cana-5125	45	16	and	and	CCONJ
cana-5125	45	17	anatomical	anatomical	ADJ
cana-5125	45	18	structures	structure	NOUN
cana-5125	45	19	may	may	AUX
cana-5125	45	20	be	be	AUX
cana-5125	45	21	extracted	extract	VERB
cana-5125	45	22	,	,	PUNCT
cana-5125	45	23	emphasizing	emphasize	VERB
cana-5125	45	24	pathological	pathological	ADJ
cana-5125	45	25	anomalies	anomaly	NOUN
cana-5125	45	26	and	and	CCONJ
cana-5125	45	27	minute	minute	VERB
cana-5125	45	28	changes	change	NOUN
cana-5125	45	29	communications	communication	NOUN
cana-5125	45	30	on	on	ADP
cana-5125	45	31	applied	apply	VERB
cana-5125	45	32	nonlinear	nonlinear	ADJ
cana-5125	45	33	analysis	analysis	NOUN
cana-5125	45	34	issn	issn	NOUN
cana-5125	45	35	:	:	PUNCT
cana-5125	45	36	1074	1074	NUM
cana-5125	45	37	-	-	PUNCT
cana-5125	45	38	133x	133x	NUM
cana-5125	45	39	vol	vol	NOUN
cana-5125	45	40	32	32	NUM
cana-5125	45	41	no	no	NOUN
cana-5125	45	42	.	.	PUNCT
cana-5125	46	1	icmasd	icmasd	NOUN
cana-5125	46	2	(	(	PUNCT
cana-5125	46	3	2025	2025	NUM
cana-5125	46	4	)	)	PUNCT
cana-5125	46	5	992	992	NUM
cana-5125	46	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-5125	46	7	in	in	ADP
cana-5125	46	8	tissue	tissue	NOUN
cana-5125	46	9	composition	composition	NOUN
cana-5125	46	10	.	.	PUNCT
cana-5125	47	1	feature	feature	NOUN
cana-5125	47	2	extraction	extraction	NOUN
cana-5125	47	3	is	be	AUX
cana-5125	47	4	crucial	crucial	ADJ
cana-5125	47	5	for	for	ADP
cana-5125	47	6	thorough	thorough	ADJ
cana-5125	47	7	and	and	CCONJ
cana-5125	47	8	precise	precise	ADJ
cana-5125	47	9	image	image	NOUN
cana-5125	47	10	analysis	analysis	NOUN
cana-5125	47	11	,	,	PUNCT
cana-5125	47	12	such	such	ADJ
cana-5125	47	13	as	as	ADP
cana-5125	47	14	identifying	identify	VERB
cana-5125	47	15	liver	liver	NOUN
cana-5125	47	16	issues	issue	NOUN
cana-5125	47	17	.	.	PUNCT
cana-5125	48	1	machine	machine	NOUN
cana-5125	48	2	learning	learning	NOUN
cana-5125	48	3	models	model	NOUN
cana-5125	48	4	based	base	VERB
cana-5125	48	5	on	on	ADP
cana-5125	48	6	the	the	DET
cana-5125	48	7	vgg-16	vgg-16	NOUN
cana-5125	48	8	characteristics	characteristic	NOUN
cana-5125	48	9	may	may	AUX
cana-5125	48	10	be	be	AUX
cana-5125	48	11	used	use	VERB
cana-5125	48	12	to	to	PART
cana-5125	48	13	identify	identify	VERB
cana-5125	48	14	and	and	CCONJ
cana-5125	48	15	divide	divide	VERB
cana-5125	48	16	ultrasound	ultrasound	NOUN
cana-5125	48	17	images	image	NOUN
cana-5125	48	18	,	,	PUNCT
cana-5125	48	19	improving	improve	VERB
cana-5125	48	20	the	the	DET
cana-5125	48	21	accuracy	accuracy	NOUN
cana-5125	48	22	and	and	CCONJ
cana-5125	48	23	effectiveness	effectiveness	NOUN
cana-5125	48	24	of	of	ADP
cana-5125	48	25	medical	medical	ADJ
cana-5125	48	26	treatments	treatment	NOUN
cana-5125	48	27	.	.	PUNCT
cana-5125	49	1	vgg-16	vgg-16	NOUN
cana-5125	49	2	is	be	AUX
cana-5125	49	3	a	a	DET
cana-5125	49	4	helpful	helpful	ADJ
cana-5125	49	5	tool	tool	NOUN
cana-5125	49	6	in	in	ADP
cana-5125	49	7	the	the	DET
cana-5125	49	8	continuous	continuous	ADJ
cana-5125	49	9	development	development	NOUN
cana-5125	49	10	of	of	ADP
cana-5125	49	11	automated	automate	VERB
cana-5125	49	12	ultrasonic	ultrasonic	ADJ
cana-5125	49	13	image	image	NOUN
cana-5125	49	14	processing	processing	NOUN
cana-5125	49	15	systems	system	NOUN
cana-5125	49	16	(	(	PUNCT
cana-5125	49	17	ismail	ismail	PROPN
cana-5125	49	18	et	et	PROPN
cana-5125	49	19	al	al	PROPN
cana-5125	49	20	.	.	PROPN
cana-5125	49	21	,	,	PUNCT
cana-5125	49	22	2024	2024	NUM
cana-5125	49	23	)	)	PUNCT
cana-5125	49	24	.	.	PUNCT
cana-5125	50	1	2.2	2.2	NUM
cana-5125	50	2	cnn	cnn	PROPN
cana-5125	50	3	convolutional	convolutional	ADJ
cana-5125	50	4	neural	neural	ADJ
cana-5125	50	5	networks	network	NOUN
cana-5125	50	6	(	(	PUNCT
cana-5125	50	7	cnns	cnns	PROPN
cana-5125	50	8	)	)	PUNCT
cana-5125	50	9	have	have	AUX
cana-5125	50	10	revolutionized	revolutionize	VERB
cana-5125	50	11	computer	computer	NOUN
cana-5125	50	12	vision	vision	NOUN
cana-5125	50	13	by	by	ADP
cana-5125	50	14	using	use	VERB
cana-5125	50	15	input	input	NOUN
cana-5125	50	16	photographs	photograph	NOUN
cana-5125	50	17	to	to	PART
cana-5125	50	18	learn	learn	VERB
cana-5125	50	19	the	the	DET
cana-5125	50	20	spatial	spatial	ADJ
cana-5125	50	21	hierarchy	hierarchy	NOUN
cana-5125	50	22	of	of	ADP
cana-5125	50	23	features	feature	NOUN
cana-5125	50	24	.	.	PUNCT
cana-5125	51	1	they	they	PRON
cana-5125	51	2	combine	combine	VERB
cana-5125	51	3	low	low	ADJ
cana-5125	51	4	-	-	PUNCT
cana-5125	51	5	level	level	NOUN
cana-5125	51	6	information	information	NOUN
cana-5125	51	7	,	,	PUNCT
cana-5125	51	8	such	such	ADJ
cana-5125	51	9	as	as	ADP
cana-5125	51	10	edges	edge	NOUN
cana-5125	51	11	and	and	CCONJ
cana-5125	51	12	textures	texture	NOUN
cana-5125	51	13	,	,	PUNCT
cana-5125	51	14	that	that	SCONJ
cana-5125	51	15	they	they	PRON
cana-5125	51	16	perceive	perceive	VERB
cana-5125	51	17	on	on	ADP
cana-5125	51	18	deeper	deep	ADJ
cana-5125	51	19	levels	level	NOUN
cana-5125	51	20	to	to	PART
cana-5125	51	21	recognize	recognize	VERB
cana-5125	51	22	complex	complex	ADJ
cana-5125	51	23	patterns	pattern	NOUN
cana-5125	51	24	and	and	CCONJ
cana-5125	51	25	structures	structure	NOUN
cana-5125	51	26	.	.	PUNCT
cana-5125	52	1	this	this	DET
cana-5125	52	2	method	method	NOUN
cana-5125	52	3	may	may	AUX
cana-5125	52	4	help	help	VERB
cana-5125	52	5	cnns	cnn	NOUN
cana-5125	52	6	perform	perform	VERB
cana-5125	52	7	very	very	ADV
cana-5125	52	8	well	well	ADV
cana-5125	52	9	in	in	ADP
cana-5125	52	10	applications	application	NOUN
cana-5125	52	11	like	like	ADP
cana-5125	52	12	object	object	NOUN
cana-5125	52	13	recognition	recognition	NOUN
cana-5125	52	14	,	,	PUNCT
cana-5125	52	15	image	image	NOUN
cana-5125	52	16	categorization	categorization	NOUN
cana-5125	52	17	,	,	PUNCT
cana-5125	52	18	and	and	CCONJ
cana-5125	52	19	segmentation	segmentation	NOUN
cana-5125	52	20	.	.	PUNCT
cana-5125	53	1	cnns	cnns	PROPN
cana-5125	53	2	scan	scan	PROPN
cana-5125	53	3	input	input	NOUN
cana-5125	53	4	images	image	NOUN
cana-5125	53	5	using	use	VERB
cana-5125	53	6	trained	train	VERB
cana-5125	53	7	filters	filter	NOUN
cana-5125	53	8	to	to	PART
cana-5125	53	9	produce	produce	VERB
cana-5125	53	10	feature	feature	NOUN
cana-5125	53	11	maps	map	NOUN
cana-5125	53	12	that	that	PRON
cana-5125	53	13	indicate	indicate	VERB
cana-5125	53	14	the	the	DET
cana-5125	53	15	location	location	NOUN
cana-5125	53	16	and	and	CCONJ
cana-5125	53	17	presence	presence	NOUN
cana-5125	53	18	of	of	ADP
cana-5125	53	19	certain	certain	ADJ
cana-5125	53	20	features	feature	NOUN
cana-5125	53	21	.	.	PUNCT
cana-5125	54	1	figure	figure	VERB
cana-5125	54	2	1	1	NUM
cana-5125	54	3	different	different	ADJ
cana-5125	54	4	stages	stage	NOUN
cana-5125	54	5	of	of	ADP
cana-5125	54	6	fatty	fatty	ADJ
cana-5125	54	7	liver	liver	NOUN
cana-5125	54	8	disease	disease	NOUN
cana-5125	54	9	pooling	pool	VERB
cana-5125	54	10	layers	layer	NOUN
cana-5125	54	11	maintain	maintain	VERB
cana-5125	54	12	computational	computational	ADJ
cana-5125	54	13	efficiency	efficiency	NOUN
cana-5125	54	14	by	by	ADP
cana-5125	54	15	shrinking	shrink	VERB
cana-5125	54	16	the	the	DET
cana-5125	54	17	spatial	spatial	ADJ
cana-5125	54	18	dimensions	dimension	NOUN
cana-5125	54	19	of	of	ADP
cana-5125	54	20	these	these	DET
cana-5125	54	21	feature	feature	NOUN
cana-5125	54	22	maps	map	NOUN
cana-5125	54	23	,	,	PUNCT
cana-5125	54	24	allowing	allow	VERB
cana-5125	54	25	the	the	DET
cana-5125	54	26	network	network	NOUN
cana-5125	54	27	to	to	PART
cana-5125	54	28	focus	focus	VERB
cana-5125	54	29	on	on	ADP
cana-5125	54	30	the	the	DET
cana-5125	54	31	most	most	ADV
cana-5125	54	32	important	important	ADJ
cana-5125	54	33	components	component	NOUN
cana-5125	54	34	.	.	PUNCT
cana-5125	55	1	cnns	cnn	NOUN
cana-5125	55	2	are	be	AUX
cana-5125	55	3	necessary	necessary	ADJ
cana-5125	55	4	for	for	ADP
cana-5125	55	5	neural	neural	ADJ
cana-5125	55	6	network	network	NOUN
cana-5125	55	7	applications	application	NOUN
cana-5125	55	8	related	relate	VERB
cana-5125	55	9	to	to	AUX
cana-5125	55	10	image	image	VERB
cana-5125	55	11	analysis	analysis	NOUN
cana-5125	55	12	nowadays	nowadays	ADV
cana-5125	55	13	(	(	PUNCT
cana-5125	55	14	litjens	litjen	NOUN
cana-5125	55	15	et	et	PROPN
cana-5125	55	16	al	al	PROPN
cana-5125	55	17	.	.	PROPN
cana-5125	55	18	,	,	PUNCT
cana-5125	55	19	2017	2017	NUM
cana-5125	55	20	)	)	PUNCT
cana-5125	55	21	.	.	PUNCT
cana-5125	56	1	2.3	2.3	NUM
cana-5125	56	2	glcm	glcm	VERB
cana-5125	56	3	the	the	DET
cana-5125	56	4	liver	liver	NOUN
cana-5125	56	5	rois	rois	NOUN
cana-5125	56	6	were	be	AUX
cana-5125	56	7	analysed	analyse	VERB
cana-5125	56	8	using	use	VERB
cana-5125	56	9	the	the	DET
cana-5125	56	10	same	same	ADJ
cana-5125	56	11	parameters	parameter	NOUN
cana-5125	56	12	as	as	ADP
cana-5125	56	13	in	in	ADP
cana-5125	56	14	the	the	DET
cana-5125	56	15	hi	hi	PROPN
cana-5125	56	16	approach	approach	NOUN
cana-5125	56	17	,	,	PUNCT
cana-5125	56	18	but	but	CCONJ
cana-5125	56	19	square	square	ADJ
cana-5125	56	20	sections	section	NOUN
cana-5125	56	21	with	with	ADP
cana-5125	56	22	a	a	DET
cana-5125	56	23	side	side	NOUN
cana-5125	56	24	length	length	NOUN
cana-5125	56	25	of	of	ADP
cana-5125	56	26	10	10	NUM
cana-5125	56	27	mm	mm	NOUN
cana-5125	56	28	were	be	AUX
cana-5125	56	29	used	use	VERB
cana-5125	56	30	in	in	ADP
cana-5125	56	31	place	place	NOUN
cana-5125	56	32	of	of	ADP
cana-5125	56	33	circular	circular	ADJ
cana-5125	56	34	regions	region	NOUN
cana-5125	56	35	.	.	PUNCT
cana-5125	57	1	for	for	ADP
cana-5125	57	2	every	every	DET
cana-5125	57	3	roi	roi	NOUN
cana-5125	57	4	,	,	PUNCT
cana-5125	57	5	the	the	DET
cana-5125	57	6	nine	nine	NUM
cana-5125	57	7	distinct	distinct	ADJ
cana-5125	57	8	glcms	glcms	NOUN
cana-5125	57	9	were	be	AUX
cana-5125	57	10	computed	compute	VERB
cana-5125	57	11	,	,	PUNCT
cana-5125	57	12	accounting	account	VERB
cana-5125	57	13	for	for	ADP
cana-5125	57	14	route	route	NOUN
cana-5125	57	15	lengths	length	NOUN
cana-5125	57	16	of	of	ADP
cana-5125	57	17	1	1	NUM
cana-5125	57	18	,	,	PUNCT
cana-5125	57	19	2	2	NUM
cana-5125	57	20	,	,	PUNCT
cana-5125	57	21	and	and	CCONJ
cana-5125	57	22	3	3	NUM
cana-5125	57	23	as	as	ADV
cana-5125	57	24	well	well	ADV
cana-5125	57	25	as	as	ADP
cana-5125	57	26	angles	angle	NOUN
cana-5125	57	27	ranging	range	VERB
cana-5125	57	28	from	from	ADP
cana-5125	57	29	0	0	NUM
cana-5125	57	30	to	to	ADP
cana-5125	57	31	135	135	NUM
cana-5125	57	32	and	and	CCONJ
cana-5125	57	33	45	45	NUM
cana-5125	57	34	to	to	PART
cana-5125	57	35	135	135	NUM
cana-5125	57	36	.	.	PUNCT
cana-5125	58	1	next	next	ADV
cana-5125	58	2	,	,	PUNCT
cana-5125	58	3	for	for	ADP
cana-5125	58	4	every	every	DET
cana-5125	58	5	glcm	glcm	NOUN
cana-5125	58	6	,	,	PUNCT
cana-5125	58	7	the	the	DET
cana-5125	58	8	subsequent	subsequent	ADJ
cana-5125	58	9	texture	texture	NOUN
cana-5125	58	10	attributes	attribute	NOUN
cana-5125	58	11	were	be	AUX
cana-5125	58	12	extracted	extract	VERB
cana-5125	58	13	:	:	PUNCT
cana-5125	58	14	maximal	maximal	ADJ
cana-5125	58	15	probability	probability	NOUN
cana-5125	58	16	,	,	PUNCT
cana-5125	58	17	correlation	correlation	NOUN
cana-5125	58	18	,	,	PUNCT
cana-5125	58	19	inverse	inverse	ADJ
cana-5125	58	20	difference	difference	NOUN
cana-5125	58	21	,	,	PUNCT
cana-5125	58	22	inverse	inverse	ADJ
cana-5125	58	23	difference	difference	NOUN
cana-5125	58	24	moment	moment	NOUN
cana-5125	58	25	,	,	PUNCT
cana-5125	58	26	dissimilarity	dissimilarity	NOUN
cana-5125	58	27	,	,	PUNCT
cana-5125	58	28	contrast	contrast	NOUN
cana-5125	58	29	,	,	PUNCT
cana-5125	58	30	homogeneity	homogeneity	NOUN
cana-5125	58	31	,	,	PUNCT
cana-5125	58	32	and	and	CCONJ
cana-5125	58	33	entropy	entropy	NOUN
cana-5125	58	34	(	(	PUNCT
cana-5125	58	35	clausi	clausi	NOUN
cana-5125	58	36	,	,	PUNCT
cana-5125	58	37	2002	2002	NUM
cana-5125	58	38	)	)	PUNCT
cana-5125	58	39	.	.	PUNCT
cana-5125	59	1	3	3	X
cana-5125	59	2	.	.	X
cana-5125	59	3	literature	literature	NOUN
cana-5125	59	4	review	review	NOUN
cana-5125	59	5	communications	communication	NOUN
cana-5125	59	6	on	on	ADP
cana-5125	59	7	applied	apply	VERB
cana-5125	59	8	nonlinear	nonlinear	ADJ
cana-5125	59	9	analysis	analysis	NOUN
cana-5125	59	10	issn	issn	NOUN
cana-5125	59	11	:	:	PUNCT
cana-5125	59	12	1074	1074	NUM
cana-5125	59	13	-	-	PUNCT
cana-5125	59	14	133x	133x	NUM
cana-5125	59	15	vol	vol	NOUN
cana-5125	59	16	32	32	NUM
cana-5125	59	17	no	no	NOUN
cana-5125	59	18	.	.	PUNCT
cana-5125	60	1	icmasd	icmasd	NOUN
cana-5125	60	2	(	(	PUNCT
cana-5125	60	3	2025	2025	NUM
cana-5125	60	4	)	)	PUNCT
cana-5125	60	5	993	993	NUM
cana-5125	61	1	https://internationalpubls.com	https://internationalpubls.com	X
cana-5125	61	2	non	non	ADJ
cana-5125	61	3	-	-	ADJ
cana-5125	61	4	alcoholic	alcoholic	ADJ
cana-5125	61	5	fatty	fatty	NOUN
cana-5125	61	6	liver	liver	NOUN
cana-5125	61	7	disease	disease	NOUN
cana-5125	61	8	(	(	PUNCT
cana-5125	61	9	nafld	nafld	ADV
cana-5125	61	10	)	)	PUNCT
cana-5125	61	11	can	can	AUX
cana-5125	61	12	be	be	AUX
cana-5125	61	13	slowed	slow	VERB
cana-5125	61	14	down	down	ADP
cana-5125	61	15	in	in	ADP
cana-5125	61	16	its	its	PRON
cana-5125	61	17	course	course	NOUN
cana-5125	61	18	with	with	ADP
cana-5125	61	19	a	a	DET
cana-5125	61	20	balanced	balanced	ADJ
cana-5125	61	21	diet	diet	NOUN
cana-5125	61	22	and	and	CCONJ
cana-5125	61	23	regular	regular	ADJ
cana-5125	61	24	exercise	exercise	NOUN
cana-5125	61	25	.	.	PUNCT
cana-5125	62	1	the	the	DET
cana-5125	62	2	diet	diet	NOUN
cana-5125	62	3	's	's	PART
cana-5125	62	4	composition	composition	NOUN
cana-5125	62	5	is	be	AUX
cana-5125	62	6	n't	not	PART
cana-5125	62	7	clearly	clearly	ADV
cana-5125	62	8	defined	define	VERB
cana-5125	62	9	,	,	PUNCT
cana-5125	62	10	though	though	ADV
cana-5125	62	11	.	.	PUNCT
cana-5125	63	1	while	while	SCONJ
cana-5125	63	2	monounsaturated	monounsaturated	ADJ
cana-5125	63	3	fats	fat	NOUN
cana-5125	63	4	,	,	PUNCT
cana-5125	63	5	polyunsaturated	polyunsaturated	ADJ
cana-5125	63	6	pufas	pufas	NOUN
cana-5125	63	7	,	,	PUNCT
cana-5125	63	8	proteins	protein	NOUN
cana-5125	63	9	derived	derive	VERB
cana-5125	63	10	from	from	ADP
cana-5125	63	11	plants	plant	NOUN
cana-5125	63	12	,	,	PUNCT
cana-5125	63	13	and	and	CCONJ
cana-5125	63	14	food	food	NOUN
cana-5125	63	15	fibres	fibre	NOUN
cana-5125	63	16	are	be	AUX
cana-5125	63	17	helpful	helpful	ADJ
cana-5125	63	18	to	to	ADP
cana-5125	63	19	the	the	DET
cana-5125	63	20	liver	liver	NOUN
cana-5125	63	21	,	,	PUNCT
cana-5125	63	22	macronutrients	macronutrient	NOUN
cana-5125	63	23	such	such	ADJ
cana-5125	63	24	as	as	ADP
cana-5125	63	25	animal	animal	NOUN
cana-5125	63	26	proteins	protein	NOUN
cana-5125	63	27	,	,	PUNCT
cana-5125	63	28	carbohydrates	carbohydrate	NOUN
cana-5125	63	29	,	,	PUNCT
cana-5125	63	30	trans	trans	PROPN
cana-5125	63	31	fats	fat	NOUN
cana-5125	63	32	,	,	PUNCT
cana-5125	63	33	and	and	CCONJ
cana-5125	63	34	saturated	saturate	VERB
cana-5125	63	35	fatty	fatty	NOUN
cana-5125	63	36	acids	acid	NOUN
cana-5125	63	37	can	can	AUX
cana-5125	63	38	cause	cause	VERB
cana-5125	63	39	damage	damage	NOUN
cana-5125	63	40	to	to	ADP
cana-5125	63	41	the	the	DET
cana-5125	63	42	liver	liver	NOUN
cana-5125	63	43	.	.	PUNCT
cana-5125	64	1	it	it	PRON
cana-5125	64	2	is	be	AUX
cana-5125	64	3	less	less	ADV
cana-5125	64	4	wellestablished	wellestablished	ADJ
cana-5125	64	5	how	how	SCONJ
cana-5125	64	6	certain	certain	ADJ
cana-5125	64	7	micronutrients	micronutrient	NOUN
cana-5125	64	8	affect	affect	VERB
cana-5125	64	9	fitness	fitness	NOUN
cana-5125	64	10	.	.	PUNCT
cana-5125	65	1	cases	case	NOUN
cana-5125	65	2	with	with	ADP
cana-5125	65	3	nafld	nafld	ADV
cana-5125	65	4	frequently	frequently	ADV
cana-5125	65	5	eat	eat	VERB
cana-5125	65	6	a	a	DET
cana-5125	65	7	western	western	ADJ
cana-5125	65	8	diet	diet	NOUN
cana-5125	65	9	high	high	ADJ
cana-5125	65	10	in	in	ADP
cana-5125	65	11	junk	junk	NOUN
cana-5125	65	12	food	food	NOUN
cana-5125	65	13	and	and	CCONJ
cana-5125	65	14	processed	process	VERB
cana-5125	65	15	foods	food	NOUN
cana-5125	65	16	,	,	PUNCT
cana-5125	65	17	however	however	ADV
cana-5125	65	18	,	,	PUNCT
cana-5125	65	19	even	even	ADV
cana-5125	65	20	an	an	DET
cana-5125	65	21	isocaloric	isocaloric	ADJ
cana-5125	65	22	or	or	CCONJ
cana-5125	65	23	body	body	NOUN
cana-5125	65	24	weight	weight	NOUN
cana-5125	65	25	-	-	PUNCT
cana-5125	65	26	neutral	neutral	ADJ
cana-5125	65	27	mediterranean	mediterranean	PROPN
cana-5125	65	28	diet	diet	PROPN
cana-5125	65	29	can	can	AUX
cana-5125	65	30	help	help	VERB
cana-5125	65	31	treat	treat	VERB
cana-5125	65	32	nafld	nafld	ADV
cana-5125	65	33	(	(	PUNCT
cana-5125	65	34	malladi	malladi	NOUN
cana-5125	65	35	et	et	PROPN
cana-5125	65	36	al	al	PROPN
cana-5125	65	37	.	.	PROPN
cana-5125	65	38	,	,	PUNCT
cana-5125	65	39	2023	2023	NUM
cana-5125	65	40	)	)	PUNCT
cana-5125	65	41	.	.	PUNCT
cana-5125	66	1	nonalcoholic	nonalcoholic	NOUN
cana-5125	66	2	fatty	fatty	NOUN
cana-5125	66	3	liver	liver	NOUN
cana-5125	66	4	condition	condition	NOUN
cana-5125	66	5	(	(	PUNCT
cana-5125	66	6	nafld	nafld	ADV
cana-5125	66	7	)	)	PUNCT
cana-5125	66	8	,	,	PUNCT
cana-5125	66	9	the	the	DET
cana-5125	66	10	most	most	ADV
cana-5125	66	11	prevalent	prevalent	ADJ
cana-5125	66	12	chronic	chronic	ADJ
cana-5125	66	13	liver	liver	NOUN
cana-5125	66	14	illness	illness	NOUN
cana-5125	66	15	in	in	ADP
cana-5125	66	16	western	western	ADJ
cana-5125	66	17	nations	nation	NOUN
cana-5125	66	18	,	,	PUNCT
cana-5125	66	19	affects	affect	VERB
cana-5125	66	20	about	about	ADV
cana-5125	66	21	one	one	NUM
cana-5125	66	22	in	in	ADP
cana-5125	66	23	three	three	NUM
cana-5125	66	24	people	people	NOUN
cana-5125	66	25	and	and	CCONJ
cana-5125	66	26	is	be	AUX
cana-5125	66	27	currently	currently	ADV
cana-5125	66	28	understood	understand	VERB
cana-5125	66	29	to	to	PART
cana-5125	66	30	be	be	AUX
cana-5125	66	31	the	the	DET
cana-5125	66	32	hepatic	hepatic	ADJ
cana-5125	66	33	manifestation	manifestation	NOUN
cana-5125	66	34	of	of	ADP
cana-5125	66	35	the	the	DET
cana-5125	66	36	metabolic	metabolic	NOUN
cana-5125	66	37	syndrome	syndrome	NOUN
cana-5125	66	38	.	.	PUNCT
cana-5125	67	1	one	one	NUM
cana-5125	67	2	significant	significant	ADJ
cana-5125	67	3	risk	risk	NOUN
cana-5125	67	4	factor	factor	NOUN
cana-5125	67	5	for	for	ADP
cana-5125	67	6	the	the	DET
cana-5125	67	7	onset	onset	NOUN
cana-5125	67	8	of	of	ADP
cana-5125	67	9	type	type	NOUN
cana-5125	67	10	2	2	NUM
cana-5125	67	11	diabetes	diabetes	NOUN
cana-5125	67	12	is	be	AUX
cana-5125	67	13	insulin	insulin	NOUN
cana-5125	67	14	resistance	resistance	NOUN
cana-5125	67	15	,	,	PUNCT
cana-5125	67	16	which	which	PRON
cana-5125	67	17	is	be	AUX
cana-5125	67	18	closely	closely	ADV
cana-5125	67	19	associated	associate	VERB
cana-5125	67	20	with	with	ADP
cana-5125	67	21	non	non	ADJ
cana-5125	67	22	-	-	ADJ
cana-5125	67	23	alcoholic	alcoholic	ADJ
cana-5125	67	24	fatty	fatty	NOUN
cana-5125	67	25	liver	liver	NOUN
cana-5125	67	26	disease	disease	NOUN
cana-5125	67	27	(	(	PUNCT
cana-5125	67	28	nafld	nafld	ADV
cana-5125	67	29	)	)	PUNCT
cana-5125	67	30	.	.	PUNCT
cana-5125	68	1	as	as	ADP
cana-5125	68	2	of	of	ADP
cana-5125	68	3	yet	yet	ADV
cana-5125	68	4	,	,	PUNCT
cana-5125	68	5	nafld	nafld	ADJ
cana-5125	68	6	patients	patient	NOUN
cana-5125	68	7	lack	lack	VERB
cana-5125	68	8	access	access	NOUN
cana-5125	68	9	to	to	ADP
cana-5125	68	10	dependable	dependable	ADJ
cana-5125	68	11	and	and	CCONJ
cana-5125	68	12	effective	effective	ADJ
cana-5125	68	13	pharmacotherapies	pharmacotherapie	NOUN
cana-5125	68	14	.	.	PUNCT
cana-5125	69	1	however	however	ADV
cana-5125	69	2	,	,	PUNCT
cana-5125	69	3	there	there	PRON
cana-5125	69	4	is	be	VERB
cana-5125	69	5	a	a	DET
cana-5125	69	6	substantial	substantial	ADJ
cana-5125	69	7	correlation	correlation	NOUN
cana-5125	69	8	between	between	ADP
cana-5125	69	9	nafld	nafld	ADJ
cana-5125	69	10	and	and	CCONJ
cana-5125	69	11	obesity	obesity	NOUN
cana-5125	69	12	,	,	PUNCT
cana-5125	69	13	which	which	PRON
cana-5125	69	14	is	be	AUX
cana-5125	69	15	one	one	NUM
cana-5125	69	16	of	of	ADP
cana-5125	69	17	the	the	DET
cana-5125	69	18	primary	primary	ADJ
cana-5125	69	19	characteristics	characteristic	NOUN
cana-5125	69	20	of	of	ADP
cana-5125	69	21	the	the	DET
cana-5125	69	22	metabolic	metabolic	NOUN
cana-5125	69	23	syndrome	syndrome	NOUN
cana-5125	69	24	.	.	PUNCT
cana-5125	70	1	thus	thus	ADV
cana-5125	70	2	,	,	PUNCT
cana-5125	70	3	the	the	DET
cana-5125	70	4	initial	initial	ADJ
cana-5125	70	5	treatment	treatment	NOUN
cana-5125	70	6	strategies	strategy	NOUN
cana-5125	70	7	to	to	PART
cana-5125	70	8	treat	treat	VERB
cana-5125	70	9	nafld	nafld	ADV
cana-5125	70	10	are	be	AUX
cana-5125	70	11	lifestyle	lifestyle	NOUN
cana-5125	70	12	changes	change	NOUN
cana-5125	70	13	,	,	PUNCT
cana-5125	70	14	such	such	ADJ
cana-5125	70	15	as	as	ADP
cana-5125	70	16	losing	lose	VERB
cana-5125	70	17	weight	weight	NOUN
cana-5125	70	18	and	and	CCONJ
cana-5125	70	19	increasing	increase	VERB
cana-5125	70	20	physical	physical	ADJ
cana-5125	70	21	exercise	exercise	NOUN
cana-5125	70	22	.	.	PUNCT
cana-5125	71	1	however	however	ADV
cana-5125	71	2	,	,	PUNCT
cana-5125	71	3	there	there	PRON
cana-5125	71	4	is	be	VERB
cana-5125	71	5	a	a	DET
cana-5125	71	6	substantial	substantial	ADJ
cana-5125	71	7	correlation	correlation	NOUN
cana-5125	71	8	between	between	ADP
cana-5125	71	9	nafld	nafld	ADJ
cana-5125	71	10	and	and	CCONJ
cana-5125	71	11	obesity	obesity	NOUN
cana-5125	71	12	,	,	PUNCT
cana-5125	71	13	which	which	PRON
cana-5125	71	14	is	be	AUX
cana-5125	71	15	one	one	NUM
cana-5125	71	16	of	of	ADP
cana-5125	71	17	the	the	DET
cana-5125	71	18	primary	primary	ADJ
cana-5125	71	19	characteristics	characteristic	NOUN
cana-5125	71	20	of	of	ADP
cana-5125	71	21	the	the	DET
cana-5125	71	22	metabolic	metabolic	NOUN
cana-5125	71	23	syndrome	syndrome	NOUN
cana-5125	71	24	.	.	PUNCT
cana-5125	72	1	thus	thus	ADV
cana-5125	72	2	,	,	PUNCT
cana-5125	72	3	the	the	DET
cana-5125	72	4	initial	initial	ADJ
cana-5125	72	5	treatment	treatment	NOUN
cana-5125	72	6	strategies	strategy	NOUN
cana-5125	72	7	to	to	PART
cana-5125	72	8	treat	treat	VERB
cana-5125	72	9	nafld	nafld	ADV
cana-5125	72	10	are	be	AUX
cana-5125	72	11	lifestyle	lifestyle	NOUN
cana-5125	72	12	changes	change	NOUN
cana-5125	72	13	,	,	PUNCT
cana-5125	72	14	such	such	ADJ
cana-5125	72	15	as	as	ADP
cana-5125	72	16	losing	lose	VERB
cana-5125	72	17	weight	weight	NOUN
cana-5125	72	18	and	and	CCONJ
cana-5125	72	19	increasing	increase	VERB
cana-5125	72	20	physical	physical	ADJ
cana-5125	72	21	exercise	exercise	NOUN
cana-5125	72	22	.	.	PUNCT
cana-5125	73	1	while	while	SCONJ
cana-5125	73	2	losing	lose	VERB
cana-5125	73	3	weight	weight	NOUN
cana-5125	73	4	is	be	AUX
cana-5125	73	5	helpful	helpful	ADJ
cana-5125	73	6	for	for	ADP
cana-5125	73	7	people	people	NOUN
cana-5125	73	8	with	with	ADP
cana-5125	73	9	non	non	ADJ
cana-5125	73	10	-	-	ADJ
cana-5125	73	11	alcoholic	alcoholic	ADJ
cana-5125	73	12	fatty	fatty	NOUN
cana-5125	73	13	liver	liver	NOUN
cana-5125	73	14	disease	disease	NOUN
cana-5125	73	15	(	(	PUNCT
cana-5125	73	16	nafld	nafld	ADV
cana-5125	73	17	)	)	PUNCT
cana-5125	73	18	,	,	PUNCT
cana-5125	73	19	some	some	DET
cana-5125	73	20	diets	diet	NOUN
cana-5125	73	21	that	that	PRON
cana-5125	73	22	are	be	AUX
cana-5125	73	23	known	know	VERB
cana-5125	73	24	to	to	PART
cana-5125	73	25	help	help	VERB
cana-5125	73	26	with	with	ADP
cana-5125	73	27	weight	weight	NOUN
cana-5125	73	28	reduction	reduction	NOUN
cana-5125	73	29	can	can	AUX
cana-5125	73	30	also	also	ADV
cana-5125	73	31	worsen	worsen	VERB
cana-5125	73	32	the	the	DET
cana-5125	73	33	condition	condition	NOUN
cana-5125	73	34	and	and	CCONJ
cana-5125	73	35	lead	lead	VERB
cana-5125	73	36	to	to	ADP
cana-5125	73	37	insulin	insulin	NOUN
cana-5125	73	38	resistance	resistance	NOUN
cana-5125	73	39	.	.	PUNCT
cana-5125	74	1	examples	example	NOUN
cana-5125	74	2	of	of	ADP
cana-5125	74	3	these	these	DET
cana-5125	74	4	diets	diet	NOUN
cana-5125	74	5	are	be	AUX
cana-5125	74	6	extremely	extremely	ADV
cana-5125	74	7	low	low	ADJ
cana-5125	74	8	carbohydrate	carbohydrate	NOUN
cana-5125	74	9	,	,	PUNCT
cana-5125	74	10	high	high	ADJ
cana-5125	74	11	-	-	PUNCT
cana-5125	74	12	fat	fat	NOUN
cana-5125	74	13	plans	plan	NOUN
cana-5125	74	14	.	.	PUNCT
cana-5125	75	1	furthermore	furthermore	ADV
cana-5125	75	2	,	,	PUNCT
cana-5125	75	3	nafld	nafld	PROPN
cana-5125	75	4	can	can	AUX
cana-5125	75	5	be	be	AUX
cana-5125	75	6	affected	affect	VERB
cana-5125	75	7	by	by	ADP
cana-5125	75	8	the	the	DET
cana-5125	75	9	makeup	makeup	NOUN
cana-5125	75	10	of	of	ADP
cana-5125	75	11	a	a	DET
cana-5125	75	12	macronutrient	macronutrient	NOUN
cana-5125	75	13	diet	diet	NOUN
cana-5125	75	14	without	without	ADP
cana-5125	75	15	affecting	affect	VERB
cana-5125	75	16	body	body	NOUN
cana-5125	75	17	weight	weight	NOUN
cana-5125	75	18	.	.	PUNCT
cana-5125	76	1	diets	diet	NOUN
cana-5125	76	2	high	high	ADJ
cana-5125	76	3	in	in	ADP
cana-5125	76	4	refined	refined	ADJ
cana-5125	76	5	carbs	carb	NOUN
cana-5125	76	6	,	,	PUNCT
cana-5125	76	7	such	such	ADJ
cana-5125	76	8	as	as	ADP
cana-5125	76	9	those	those	PRON
cana-5125	76	10	in	in	ADP
cana-5125	76	11	soft	soft	ADJ
cana-5125	76	12	drinks	drink	NOUN
cana-5125	76	13	,	,	PUNCT
cana-5125	76	14	or	or	CCONJ
cana-5125	76	15	saturated	saturate	VERB
cana-5125	76	16	fats	fat	NOUN
cana-5125	76	17	,	,	PUNCT
cana-5125	76	18	in	in	ADP
cana-5125	76	19	particular	particular	ADJ
cana-5125	76	20	,	,	PUNCT
cana-5125	76	21	might	might	AUX
cana-5125	76	22	make	make	VERB
cana-5125	76	23	nafld	nafld	ADV
cana-5125	76	24	worse	bad	ADJ
cana-5125	76	25	(	(	PUNCT
cana-5125	76	26	younossi	younossi	PROPN
cana-5125	76	27	et	et	PROPN
cana-5125	76	28	al	al	PROPN
cana-5125	76	29	.	.	PROPN
cana-5125	76	30	,	,	PUNCT
cana-5125	76	31	2023	2023	NUM
cana-5125	76	32	)	)	PUNCT
cana-5125	76	33	.	.	PUNCT
cana-5125	77	1	using	use	VERB
cana-5125	77	2	just	just	ADV
cana-5125	77	3	pixels	pixel	NOUN
cana-5125	77	4	and	and	CCONJ
cana-5125	77	5	diagnosis	diagnosis	NOUN
cana-5125	77	6	labels	label	NOUN
cana-5125	77	7	as	as	ADP
cana-5125	77	8	input	input	NOUN
cana-5125	77	9	,	,	PUNCT
cana-5125	77	10	convolutional	convolutional	ADJ
cana-5125	77	11	neural	neural	ADJ
cana-5125	77	12	networks	network	NOUN
cana-5125	77	13	(	(	PUNCT
cana-5125	77	14	cnns	cnns	PROPN
cana-5125	77	15	)	)	PUNCT
cana-5125	77	16	with	with	ADP
cana-5125	77	17	different	different	ADJ
cana-5125	77	18	topologies	topology	NOUN
cana-5125	77	19	have	have	AUX
cana-5125	77	20	been	be	AUX
cana-5125	77	21	proposed	propose	VERB
cana-5125	77	22	for	for	ADP
cana-5125	77	23	the	the	DET
cana-5125	77	24	identification	identification	NOUN
cana-5125	77	25	of	of	ADP
cana-5125	77	26	fatty	fatty	ADJ
cana-5125	77	27	liver	liver	NOUN
cana-5125	77	28	disorders	disorder	NOUN
cana-5125	77	29	in	in	ADP
cana-5125	77	30	photographs	photograph	NOUN
cana-5125	77	31	.	.	PUNCT
cana-5125	78	1	it	it	PRON
cana-5125	78	2	used	use	VERB
cana-5125	78	3	a	a	DET
cana-5125	78	4	dataset	dataset	NOUN
cana-5125	78	5	of	of	ADP
cana-5125	78	6	629	629	NUM
cana-5125	78	7	images	image	NOUN
cana-5125	78	8	to	to	PART
cana-5125	78	9	train	train	VERB
cana-5125	78	10	and	and	CCONJ
cana-5125	78	11	test	test	VERB
cana-5125	78	12	our	our	PRON
cana-5125	78	13	models	model	NOUN
cana-5125	78	14	,	,	PUNCT
cana-5125	78	15	which	which	PRON
cana-5125	78	16	comprised	comprise	VERB
cana-5125	78	17	pictures	picture	NOUN
cana-5125	78	18	with	with	ADP
cana-5125	78	19	liver	liver	NOUN
cana-5125	78	20	steatosis	steatosis	NOUN
cana-5125	78	21	as	as	ADV
cana-5125	78	22	well	well	ADV
cana-5125	78	23	as	as	ADP
cana-5125	78	24	normal	normal	ADJ
cana-5125	78	25	.	.	PUNCT
cana-5125	79	1	it	it	PRON
cana-5125	79	2	used	use	VERB
cana-5125	79	3	fine	fine	ADV
cana-5125	79	4	-	-	PUNCT
cana-5125	79	5	tuning	tuning	NOUN
cana-5125	79	6	to	to	PART
cana-5125	79	7	evaluate	evaluate	VERB
cana-5125	79	8	two	two	NUM
cana-5125	79	9	pre	pre	ADJ
cana-5125	79	10	-	-	ADJ
cana-5125	79	11	trained	train	VERB
cana-5125	79	12	convolutional	convolutional	ADJ
cana-5125	79	13	neural	neural	ADJ
cana-5125	79	14	network	network	NOUN
cana-5125	79	15	models	model	NOUN
cana-5125	79	16	,	,	PUNCT
cana-5125	79	17	inception	inception	NOUN
cana-5125	79	18	-	-	PUNCT
cana-5125	79	19	v3	v3	PROPN
cana-5125	79	20	and	and	CCONJ
cana-5125	79	21	vgg-16	vgg-16	NOUN
cana-5125	79	22	.	.	PUNCT
cana-5125	80	1	the	the	DET
cana-5125	80	2	imagenet	imagenet	PROPN
cana-5125	80	3	collection	collection	NOUN
cana-5125	80	4	was	be	AUX
cana-5125	80	5	used	use	VERB
cana-5125	80	6	to	to	PART
cana-5125	80	7	pre	pre	VERB
cana-5125	80	8	-	-	VERB
cana-5125	80	9	train	train	VERB
cana-5125	80	10	both	both	DET
cana-5125	80	11	models	model	NOUN
cana-5125	80	12	to	to	PART
cana-5125	80	13	extract	extract	VERB
cana-5125	80	14	features	feature	NOUN
cana-5125	80	15	from	from	ADP
cana-5125	80	16	b	b	NOUN
cana-5125	80	17	-	-	PUNCT
cana-5125	80	18	mode	mode	NOUN
cana-5125	80	19	ultrasonography	ultrasonography	NOUN
cana-5125	80	20	liver	liver	NOUN
cana-5125	80	21	pictures	picture	NOUN
cana-5125	80	22	.	.	PUNCT
cana-5125	81	1	the	the	DET
cana-5125	81	2	data	datum	NOUN
cana-5125	81	3	from	from	ADP
cana-5125	81	4	various	various	ADJ
cana-5125	81	5	methods	method	NOUN
cana-5125	81	6	were	be	AUX
cana-5125	81	7	evaluated	evaluate	VERB
cana-5125	81	8	to	to	PART
cana-5125	81	9	select	select	VERB
cana-5125	81	10	the	the	DET
cana-5125	81	11	prediction	prediction	NOUN
cana-5125	81	12	model	model	NOUN
cana-5125	81	13	with	with	ADP
cana-5125	81	14	the	the	DET
cana-5125	81	15	best	good	ADJ
cana-5125	81	16	performance	performance	NOUN
cana-5125	81	17	metrics	metric	NOUN
cana-5125	81	18	(	(	PUNCT
cana-5125	81	19	constantinescu	constantinescu	NOUN
cana-5125	81	20	et	et	PROPN
cana-5125	81	21	al	al	PROPN
cana-5125	81	22	.	.	PROPN
cana-5125	81	23	,	,	PUNCT
cana-5125	81	24	2021	2021	NUM
cana-5125	81	25	)	)	PUNCT
cana-5125	81	26	.	.	PUNCT
cana-5125	82	1	because	because	SCONJ
cana-5125	82	2	steatosis	steatosis	NOUN
cana-5125	82	3	may	may	AUX
cana-5125	82	4	lead	lead	VERB
cana-5125	82	5	to	to	ADP
cana-5125	82	6	more	more	ADV
cana-5125	82	7	severe	severe	ADJ
cana-5125	82	8	liver	liver	NOUN
cana-5125	82	9	disorders	disorder	NOUN
cana-5125	82	10	including	include	VERB
cana-5125	82	11	non	non	ADJ
cana-5125	82	12	-	-	ADJ
cana-5125	82	13	alcoholic	alcoholic	ADJ
cana-5125	82	14	steatohepatitis	steatohepatitis	NOUN
cana-5125	82	15	(	(	PUNCT
cana-5125	82	16	nash	nash	PROPN
cana-5125	82	17	)	)	PUNCT
cana-5125	82	18	and	and	CCONJ
cana-5125	82	19	cirrhosis	cirrhosis	NOUN
cana-5125	82	20	,	,	PUNCT
cana-5125	82	21	it	it	PRON
cana-5125	82	22	is	be	AUX
cana-5125	82	23	becoming	becoming	AUX
cana-5125	82	24	more	more	ADV
cana-5125	82	25	widely	widely	ADV
cana-5125	82	26	recognized	recognize	VERB
cana-5125	82	27	as	as	ADP
cana-5125	82	28	a	a	DET
cana-5125	82	29	serious	serious	ADJ
cana-5125	82	30	health	health	NOUN
cana-5125	82	31	problem	problem	NOUN
cana-5125	82	32	.	.	PUNCT
cana-5125	83	1	steatosis	steatosis	NOUN
cana-5125	83	2	,	,	PUNCT
cana-5125	83	3	also	also	ADV
cana-5125	83	4	known	know	VERB
cana-5125	83	5	as	as	ADP
cana-5125	83	6	fatty	fatty	NOUN
cana-5125	83	7	liver	liver	NOUN
cana-5125	83	8	disease	disease	NOUN
cana-5125	83	9	,	,	PUNCT
cana-5125	83	10	is	be	AUX
cana-5125	83	11	characterized	characterize	VERB
cana-5125	83	12	by	by	ADP
cana-5125	83	13	the	the	DET
cana-5125	83	14	abnormal	abnormal	ADJ
cana-5125	83	15	buildup	buildup	NOUN
cana-5125	83	16	of	of	ADP
cana-5125	83	17	lipids	lipid	NOUN
cana-5125	83	18	in	in	ADP
cana-5125	83	19	the	the	DET
cana-5125	83	20	liver	liver	NOUN
cana-5125	83	21	.	.	PUNCT
cana-5125	84	1	numerous	numerous	ADJ
cana-5125	84	2	facets	facet	NOUN
cana-5125	84	3	of	of	ADP
cana-5125	84	4	steatosis	steatosis	NOUN
cana-5125	84	5	have	have	AUX
cana-5125	84	6	been	be	AUX
cana-5125	84	7	brought	bring	VERB
cana-5125	84	8	to	to	ADP
cana-5125	84	9	light	light	NOUN
cana-5125	84	10	by	by	ADP
cana-5125	84	11	research	research	NOUN
cana-5125	84	12	,	,	PUNCT
cana-5125	84	13	from	from	ADP
cana-5125	84	14	its	its	PRON
cana-5125	84	15	pathogenesis	pathogenesis	NOUN
cana-5125	84	16	to	to	ADP
cana-5125	84	17	possible	possible	ADJ
cana-5125	84	18	treatment	treatment	NOUN
cana-5125	84	19	options	option	NOUN
cana-5125	84	20	(	(	PUNCT
cana-5125	84	21	s.	s.	PROPN
cana-5125	84	22	l.	l.	PROPN
cana-5125	84	23	et	et	PROPN
cana-5125	84	24	al	al	PROPN
cana-5125	84	25	.	.	PROPN
cana-5125	84	26	,	,	PUNCT
cana-5125	84	27	2019	2019	NUM
cana-5125	84	28	)	)	PUNCT
cana-5125	84	29	.	.	PUNCT
cana-5125	85	1	getting	get	VERB
cana-5125	85	2	enough	enough	ADJ
cana-5125	85	3	exercise	exercise	NOUN
cana-5125	85	4	is	be	AUX
cana-5125	85	5	also	also	ADV
cana-5125	85	6	essential	essential	ADJ
cana-5125	85	7	for	for	ADP
cana-5125	85	8	controlling	control	VERB
cana-5125	85	9	steatosis	steatosis	NOUN
cana-5125	85	10	.	.	PUNCT
cana-5125	86	1	the	the	DET
cana-5125	86	2	advantages	advantage	NOUN
cana-5125	86	3	of	of	ADP
cana-5125	86	4	consistent	consistent	ADJ
cana-5125	86	5	exercise	exercise	NOUN
cana-5125	86	6	in	in	ADP
cana-5125	86	7	reducing	reduce	VERB
cana-5125	86	8	the	the	DET
cana-5125	86	9	buildup	buildup	NOUN
cana-5125	86	10	of	of	ADP
cana-5125	86	11	liver	liver	NOUN
cana-5125	86	12	fat	fat	NOUN
cana-5125	86	13	.	.	PUNCT
cana-5125	87	1	their	their	PRON
cana-5125	87	2	research	research	NOUN
cana-5125	87	3	highlights	highlight	NOUN
cana-5125	87	4	exercise	exercise	VERB
cana-5125	87	5	as	as	ADP
cana-5125	87	6	a	a	DET
cana-5125	87	7	potent	potent	ADJ
cana-5125	87	8	non	non	ADJ
cana-5125	87	9	-	-	ADJ
cana-5125	87	10	pharmacological	pharmacological	ADJ
cana-5125	87	11	steatosis	steatosis	NOUN
cana-5125	87	12	strategy	strategy	NOUN
cana-5125	87	13	by	by	ADP
cana-5125	87	14	showing	show	VERB
cana-5125	87	15	that	that	SCONJ
cana-5125	87	16	both	both	CCONJ
cana-5125	87	17	aerobic	aerobic	ADJ
cana-5125	87	18	and	and	CCONJ
cana-5125	87	19	strength	strength	NOUN
cana-5125	87	20	training	training	NOUN
cana-5125	87	21	significantly	significantly	ADV
cana-5125	87	22	reduce	reduce	VERB
cana-5125	87	23	liver	liver	NOUN
cana-5125	87	24	fat	fat	NOUN
cana-5125	87	25	(	(	PUNCT
cana-5125	87	26	m.	m.	NOUN
cana-5125	87	27	k.	k.	PROPN
cana-5125	87	28	et	et	PROPN
cana-5125	87	29	al	al	PROPN
cana-5125	87	30	.	.	PROPN
cana-5125	87	31	,	,	PUNCT
cana-5125	87	32	2019	2019	NUM
cana-5125	87	33	)	)	PUNCT
cana-5125	87	34	.	.	PUNCT
cana-5125	88	1	further	further	ADJ
cana-5125	88	2	advances	advance	NOUN
cana-5125	88	3	in	in	ADP
cana-5125	88	4	our	our	PRON
cana-5125	88	5	understanding	understanding	NOUN
cana-5125	88	6	of	of	ADP
cana-5125	88	7	steatosis	steatosis	NOUN
cana-5125	88	8	have	have	AUX
cana-5125	88	9	come	come	VERB
cana-5125	88	10	from	from	ADP
cana-5125	88	11	discoveries	discovery	NOUN
cana-5125	88	12	on	on	ADP
cana-5125	88	13	genetic	genetic	ADJ
cana-5125	88	14	and	and	CCONJ
cana-5125	88	15	epigenetic	epigenetic	ADJ
cana-5125	88	16	variables	variable	NOUN
cana-5125	88	17	.	.	PUNCT
cana-5125	89	1	how	how	SCONJ
cana-5125	89	2	individual	individual	ADJ
cana-5125	89	3	vulnerability	vulnerability	NOUN
cana-5125	89	4	to	to	PART
cana-5125	89	5	fatty	fatty	VERB
cana-5125	89	6	liver	liver	NOUN
cana-5125	89	7	disease	disease	NOUN
cana-5125	89	8	is	be	AUX
cana-5125	89	9	influenced	influence	VERB
cana-5125	89	10	by	by	ADP
cana-5125	89	11	both	both	PRON
cana-5125	89	12	genetic	genetic	ADJ
cana-5125	89	13	predispositions	predisposition	NOUN
cana-5125	89	14	and	and	CCONJ
cana-5125	89	15	epigenetic	epigenetic	ADJ
cana-5125	89	16	alterations	alteration	NOUN
cana-5125	89	17	.	.	PUNCT
cana-5125	90	1	according	accord	VERB
cana-5125	90	2	to	to	ADP
cana-5125	90	3	this	this	DET
cana-5125	90	4	study	study	NOUN
cana-5125	90	5	,	,	PUNCT
cana-5125	90	6	genetic	genetic	ADJ
cana-5125	90	7	profile	profile	NOUN
cana-5125	90	8	-	-	PUNCT
cana-5125	90	9	based	base	VERB
cana-5125	90	10	personalized	personalized	ADJ
cana-5125	90	11	preventive	preventive	ADJ
cana-5125	90	12	and	and	CCONJ
cana-5125	90	13	therapeutic	therapeutic	ADJ
cana-5125	90	14	plans	plan	NOUN
cana-5125	90	15	may	may	AUX
cana-5125	90	16	improve	improve	VERB
cana-5125	90	17	steatosis	steatosis	NOUN
cana-5125	90	18	management	management	NOUN
cana-5125	90	19	(	(	PUNCT
cana-5125	90	20	r.	r.	PROPN
cana-5125	90	21	t.	t.	PROPN
cana-5125	90	22	et	et	PROPN
cana-5125	90	23	al	al	PROPN
cana-5125	90	24	.	.	PROPN
cana-5125	90	25	,	,	PUNCT
cana-5125	90	26	2021	2021	NUM
cana-5125	90	27	)	)	PUNCT
cana-5125	90	28	.	.	PUNCT
cana-5125	91	1	it	it	PRON
cana-5125	91	2	discusses	discuss	VERB
cana-5125	91	3	how	how	SCONJ
cana-5125	91	4	dietary	dietary	ADJ
cana-5125	91	5	treatments	treatment	NOUN
cana-5125	91	6	,	,	PUNCT
cana-5125	91	7	such	such	ADJ
cana-5125	91	8	as	as	ADP
cana-5125	91	9	low	low	ADJ
cana-5125	91	10	-	-	PUNCT
cana-5125	91	11	carb	carb	NOUN
cana-5125	91	12	and	and	CCONJ
cana-5125	91	13	communications	communication	NOUN
cana-5125	91	14	on	on	ADP
cana-5125	91	15	applied	apply	VERB
cana-5125	91	16	nonlinear	nonlinear	ADJ
cana-5125	91	17	analysis	analysis	NOUN
cana-5125	91	18	issn	issn	NOUN
cana-5125	91	19	:	:	PUNCT
cana-5125	91	20	1074	1074	NUM
cana-5125	91	21	-	-	PUNCT
cana-5125	91	22	133x	133x	NUM
cana-5125	91	23	vol	vol	NOUN
cana-5125	91	24	32	32	NUM
cana-5125	91	25	no	no	NOUN
cana-5125	91	26	.	.	PUNCT
cana-5125	92	1	icmasd	icmasd	NOUN
cana-5125	92	2	(	(	PUNCT
cana-5125	92	3	2025	2025	NUM
cana-5125	92	4	)	)	PUNCT
cana-5125	92	5	994	994	NUM
cana-5125	93	1	https://internationalpubls.com	https://internationalpubls.com	X
cana-5125	93	2	mediterranean	mediterranean	PROPN
cana-5125	93	3	diets	diet	NOUN
cana-5125	93	4	,	,	PUNCT
cana-5125	93	5	may	may	AUX
cana-5125	93	6	enhance	enhance	VERB
cana-5125	93	7	metabolic	metabolic	NOUN
cana-5125	93	8	health	health	NOUN
cana-5125	93	9	and	and	CCONJ
cana-5125	93	10	dramatically	dramatically	ADV
cana-5125	93	11	lower	low	ADJ
cana-5125	93	12	liver	liver	NOUN
cana-5125	93	13	fat	fat	NOUN
cana-5125	93	14	.	.	PUNCT
cana-5125	94	1	this	this	PRON
cana-5125	94	2	shows	show	VERB
cana-5125	94	3	that	that	SCONJ
cana-5125	94	4	making	make	VERB
cana-5125	94	5	specific	specific	ADJ
cana-5125	94	6	dietary	dietary	ADJ
cana-5125	94	7	adjustments	adjustment	NOUN
cana-5125	94	8	can	can	AUX
cana-5125	94	9	effectively	effectively	ADV
cana-5125	94	10	manage	manage	VERB
cana-5125	94	11	steatosis	steatosis	NOUN
cana-5125	94	12	(	(	PUNCT
cana-5125	94	13	s.	s.	PROPN
cana-5125	94	14	l.	l.	PROPN
cana-5125	94	15	et	et	PROPN
cana-5125	94	16	al	al	PROPN
cana-5125	94	17	.	.	PROPN
cana-5125	94	18	,	,	PUNCT
cana-5125	94	19	2021	2021	NUM
cana-5125	94	20	)	)	PUNCT
cana-5125	94	21	.	.	PUNCT
cana-5125	95	1	the	the	DET
cana-5125	95	2	use	use	NOUN
cana-5125	95	3	of	of	ADP
cana-5125	95	4	pharmaceuticals	pharmaceutical	NOUN
cana-5125	95	5	to	to	PART
cana-5125	95	6	treat	treat	VERB
cana-5125	95	7	steatosis	steatosis	NOUN
cana-5125	95	8	is	be	AUX
cana-5125	95	9	also	also	ADV
cana-5125	95	10	becoming	become	VERB
cana-5125	95	11	more	more	ADV
cana-5125	95	12	popular	popular	ADJ
cana-5125	95	13	.	.	PUNCT
cana-5125	96	1	it	it	PRON
cana-5125	96	2	assesses	assess	VERB
cana-5125	96	3	different	different	ADJ
cana-5125	96	4	drugs	drug	NOUN
cana-5125	96	5	that	that	PRON
cana-5125	96	6	have	have	AUX
cana-5125	96	7	shown	show	VERB
cana-5125	96	8	promise	promise	NOUN
cana-5125	96	9	in	in	ADP
cana-5125	96	10	lowering	lower	VERB
cana-5125	96	11	liver	liver	NOUN
cana-5125	96	12	fat	fat	NOUN
cana-5125	96	13	and	and	CCONJ
cana-5125	96	14	enhancing	enhance	VERB
cana-5125	96	15	liver	liver	NOUN
cana-5125	96	16	health	health	NOUN
cana-5125	96	17	,	,	PUNCT
cana-5125	96	18	including	include	VERB
cana-5125	96	19	those	those	PRON
cana-5125	96	20	that	that	PRON
cana-5125	96	21	target	target	VERB
cana-5125	96	22	inflammation	inflammation	NOUN
cana-5125	96	23	and	and	CCONJ
cana-5125	96	24	insulin	insulin	NOUN
cana-5125	96	25	resistance	resistance	NOUN
cana-5125	96	26	.	.	PUNCT
cana-5125	97	1	the	the	DET
cana-5125	97	2	evaluation	evaluation	NOUN
cana-5125	97	3	recommends	recommend	VERB
cana-5125	97	4	more	more	ADJ
cana-5125	97	5	investigation	investigation	NOUN
cana-5125	97	6	to	to	PART
cana-5125	97	7	figure	figure	VERB
cana-5125	97	8	out	out	ADP
cana-5125	97	9	the	the	DET
cana-5125	97	10	long	long	ADJ
cana-5125	97	11	-	-	PUNCT
cana-5125	97	12	term	term	NOUN
cana-5125	97	13	effectiveness	effectiveness	NOUN
cana-5125	97	14	and	and	CCONJ
cana-5125	97	15	safety	safety	NOUN
cana-5125	97	16	of	of	ADP
cana-5125	97	17	these	these	DET
cana-5125	97	18	medicines	medicine	NOUN
cana-5125	97	19	despite	despite	SCONJ
cana-5125	97	20	the	the	DET
cana-5125	97	21	encouraging	encouraging	ADJ
cana-5125	97	22	results	result	NOUN
cana-5125	97	23	(	(	PUNCT
cana-5125	97	24	a.	a.	NOUN
cana-5125	97	25	m.	m.	NOUN
cana-5125	97	26	et	et	PROPN
cana-5125	97	27	al	al	PROPN
cana-5125	97	28	.	.	PROPN
cana-5125	97	29	,	,	PUNCT
cana-5125	97	30	2020	2020	NUM
cana-5125	97	31	)	)	PUNCT
cana-5125	97	32	.	.	PUNCT
cana-5125	98	1	4	4	X
cana-5125	98	2	.	.	NUM
cana-5125	98	3	proposed	propose	VERB
cana-5125	98	4	method	method	NOUN
cana-5125	98	5	figure	figure	NOUN
cana-5125	98	6	2	2	NUM
cana-5125	98	7	,	,	PUNCT
cana-5125	98	8	shows	show	VERB
cana-5125	98	9	the	the	DET
cana-5125	98	10	proposed	propose	VERB
cana-5125	98	11	method	method	NOUN
cana-5125	98	12	remedies	remedy	NOUN
cana-5125	98	13	for	for	ADP
cana-5125	98	14	fatty	fatty	ADJ
cana-5125	98	15	liver	liver	NOUN
cana-5125	98	16	patients	patient	NOUN
cana-5125	98	17	.	.	PUNCT
cana-5125	99	1	evaluating	evaluate	VERB
cana-5125	99	2	and	and	CCONJ
cana-5125	99	3	predicting	predict	VERB
cana-5125	99	4	the	the	DET
cana-5125	99	5	degree	degree	NOUN
cana-5125	99	6	of	of	ADP
cana-5125	99	7	fatty	fatty	ADJ
cana-5125	99	8	liver	liver	NOUN
cana-5125	99	9	disease	disease	NOUN
cana-5125	99	10	in	in	ADP
cana-5125	99	11	liver	liver	NOUN
cana-5125	99	12	ultrasound	ultrasound	NOUN
cana-5125	99	13	images	image	NOUN
cana-5125	99	14	requires	require	VERB
cana-5125	99	15	a	a	DET
cana-5125	99	16	comprehensive	comprehensive	ADJ
cana-5125	99	17	method	method	NOUN
cana-5125	99	18	encompassing	encompass	VERB
cana-5125	99	19	several	several	ADJ
cana-5125	99	20	important	important	ADJ
cana-5125	99	21	stages	stage	NOUN
cana-5125	99	22	.	.	PUNCT
cana-5125	100	1	the	the	DET
cana-5125	100	2	first	first	ADJ
cana-5125	100	3	step	step	NOUN
cana-5125	100	4	in	in	ADP
cana-5125	100	5	training	training	NOUN
cana-5125	100	6	and	and	CCONJ
cana-5125	100	7	validating	validate	VERB
cana-5125	100	8	the	the	DET
cana-5125	100	9	machine	machine	NOUN
cana-5125	100	10	learning	learn	VERB
cana-5125	100	11	algorithm	algorithm	NOUN
cana-5125	100	12	is	be	AUX
cana-5125	100	13	compiling	compile	VERB
cana-5125	100	14	a	a	DET
cana-5125	100	15	set	set	NOUN
cana-5125	100	16	of	of	ADP
cana-5125	100	17	liver	liver	NOUN
cana-5125	100	18	imaging	imaging	NOUN
cana-5125	100	19	datasets	dataset	NOUN
cana-5125	100	20	.	.	PUNCT
cana-5125	101	1	the	the	DET
cana-5125	101	2	images	image	NOUN
cana-5125	101	3	go	go	VERB
cana-5125	101	4	through	through	ADP
cana-5125	101	5	pre	pre	ADJ
cana-5125	101	6	-	-	ADJ
cana-5125	101	7	processing	processing	ADJ
cana-5125	101	8	,	,	PUNCT
cana-5125	101	9	where	where	SCONJ
cana-5125	101	10	they	they	PRON
cana-5125	101	11	are	be	AUX
cana-5125	101	12	scaled	scale	VERB
cana-5125	101	13	,	,	PUNCT
cana-5125	101	14	normalized	normalize	VERB
cana-5125	101	15	,	,	PUNCT
cana-5125	101	16	and	and	CCONJ
cana-5125	101	17	strengthened	strengthen	VERB
cana-5125	101	18	by	by	ADP
cana-5125	101	19	.figure	.figure	DET
cana-5125	101	20	2	2	NUM
cana-5125	101	21	remedies	remedy	NOUN
cana-5125	101	22	action	action	NOUN
cana-5125	101	23	for	for	ADP
cana-5125	101	24	fatty	fatty	ADJ
cana-5125	101	25	liver	liver	NOUN
cana-5125	101	26	patients	patient	NOUN
cana-5125	101	27	augmentation	augmentation	NOUN
cana-5125	101	28	,	,	PUNCT
cana-5125	101	29	to	to	PART
cana-5125	101	30	guarantee	guarantee	VERB
cana-5125	101	31	consistency	consistency	NOUN
cana-5125	101	32	and	and	CCONJ
cana-5125	101	33	stability	stability	NOUN
cana-5125	101	34	in	in	ADP
cana-5125	101	35	the	the	DET
cana-5125	101	36	model	model	NOUN
cana-5125	101	37	.	.	PUNCT
cana-5125	102	1	this	this	DET
cana-5125	102	2	crucial	crucial	ADJ
cana-5125	102	3	step	step	NOUN
cana-5125	102	4	enhances	enhance	VERB
cana-5125	102	5	the	the	DET
cana-5125	102	6	quality	quality	NOUN
cana-5125	102	7	of	of	ADP
cana-5125	102	8	the	the	DET
cana-5125	102	9	data	datum	NOUN
cana-5125	102	10	and	and	CCONJ
cana-5125	102	11	prepares	prepare	VERB
cana-5125	102	12	it	it	PRON
cana-5125	102	13	for	for	ADP
cana-5125	102	14	a	a	DET
cana-5125	102	15	more	more	ADV
cana-5125	102	16	thorough	thorough	ADJ
cana-5125	102	17	analysis	analysis	NOUN
cana-5125	102	18	.	.	PUNCT
cana-5125	103	1	the	the	DET
cana-5125	103	2	pre	pre	ADJ
cana-5125	103	3	-	-	ADJ
cana-5125	103	4	processed	processed	ADJ
cana-5125	103	5	images	image	NOUN
cana-5125	103	6	are	be	AUX
cana-5125	103	7	fed	feed	VERB
cana-5125	103	8	into	into	ADP
cana-5125	103	9	a	a	DET
cana-5125	103	10	neural	neural	ADJ
cana-5125	103	11	network	network	NOUN
cana-5125	103	12	consisting	consist	VERB
cana-5125	103	13	of	of	ADP
cana-5125	103	14	a	a	DET
cana-5125	103	15	convolution	convolution	NOUN
cana-5125	103	16	(	(	PUNCT
cana-5125	103	17	cnn	cnn	PROPN
cana-5125	103	18	)	)	PUNCT
cana-5125	103	19	model	model	NOUN
cana-5125	103	20	,	,	PUNCT
cana-5125	103	21	which	which	PRON
cana-5125	103	22	is	be	AUX
cana-5125	103	23	then	then	ADV
cana-5125	103	24	trained	train	VERB
cana-5125	103	25	and	and	CCONJ
cana-5125	103	26	verified	verify	VERB
cana-5125	103	27	to	to	PART
cana-5125	103	28	reliably	reliably	ADV
cana-5125	103	29	predict	predict	VERB
cana-5125	103	30	the	the	DET
cana-5125	103	31	amount	amount	NOUN
cana-5125	103	32	of	of	ADP
cana-5125	103	33	steatosis	steatosis	NOUN
cana-5125	103	34	in	in	ADP
cana-5125	103	35	the	the	DET
cana-5125	103	36	liver	liver	NOUN
cana-5125	103	37	images	image	NOUN
cana-5125	103	38	.	.	PUNCT
cana-5125	104	1	well	well	ADV
cana-5125	104	2	-	-	PUNCT
cana-5125	104	3	known	know	VERB
cana-5125	104	4	cnn	cnn	NOUN
cana-5125	104	5	models	model	NOUN
cana-5125	104	6	like	like	ADP
cana-5125	104	7	resnet	resnet	NOUN
cana-5125	104	8	,	,	PUNCT
cana-5125	104	9	communications	communication	NOUN
cana-5125	104	10	on	on	ADP
cana-5125	104	11	applied	apply	VERB
cana-5125	104	12	nonlinear	nonlinear	ADJ
cana-5125	104	13	analysis	analysis	NOUN
cana-5125	104	14	issn	issn	NOUN
cana-5125	104	15	:	:	PUNCT
cana-5125	104	16	1074	1074	NUM
cana-5125	104	17	-	-	PUNCT
cana-5125	104	18	133x	133x	NUM
cana-5125	104	19	vol	vol	NOUN
cana-5125	104	20	32	32	NUM
cana-5125	104	21	no	no	NOUN
cana-5125	104	22	.	.	PUNCT
cana-5125	105	1	icmasd	icmasd	NOUN
cana-5125	105	2	(	(	PUNCT
cana-5125	105	3	2025	2025	NUM
cana-5125	105	4	)	)	PUNCT
cana-5125	105	5	995	995	NUM
cana-5125	105	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-5125	105	7	vgg	vgg	NOUN
cana-5125	105	8	,	,	PUNCT
cana-5125	105	9	and	and	CCONJ
cana-5125	105	10	inception	inception	NOUN
cana-5125	105	11	successfully	successfully	ADV
cana-5125	105	12	analyze	analyze	NOUN
cana-5125	105	13	images	image	NOUN
cana-5125	105	14	.	.	PUNCT
cana-5125	106	1	in	in	ADP
cana-5125	106	2	addition	addition	NOUN
cana-5125	106	3	to	to	ADP
cana-5125	106	4	cutting	cut	VERB
cana-5125	106	5	-	-	PUNCT
cana-5125	106	6	edge	edge	NOUN
cana-5125	106	7	machine	machine	NOUN
cana-5125	106	8	learning	learn	VERB
cana-5125	106	9	techniques	technique	NOUN
cana-5125	106	10	,	,	PUNCT
cana-5125	106	11	this	this	DET
cana-5125	106	12	method	method	NOUN
cana-5125	106	13	provides	provide	VERB
cana-5125	106	14	a	a	DET
cana-5125	106	15	workable	workable	ADJ
cana-5125	106	16	remedy	remedy	NOUN
cana-5125	106	17	for	for	ADP
cana-5125	106	18	diagnosing	diagnose	VERB
cana-5125	106	19	and	and	CCONJ
cana-5125	106	20	treating	treat	VERB
cana-5125	106	21	liver	liver	NOUN
cana-5125	106	22	steatosis	steatosis	NOUN
cana-5125	106	23	.	.	PUNCT
cana-5125	107	1	5	5	X
cana-5125	107	2	.	.	X
cana-5125	107	3	result	result	NOUN
cana-5125	107	4	and	and	CCONJ
cana-5125	107	5	discussion	discussion	NOUN
cana-5125	107	6	based	base	VERB
cana-5125	107	7	on	on	ADP
cana-5125	107	8	the	the	DET
cana-5125	107	9	proportion	proportion	NOUN
cana-5125	107	10	of	of	ADP
cana-5125	107	11	fat	fat	NOUN
cana-5125	107	12	-	-	PUNCT
cana-5125	107	13	containing	contain	VERB
cana-5125	107	14	liver	liver	NOUN
cana-5125	107	15	cells	cell	NOUN
cana-5125	107	16	among	among	ADP
cana-5125	107	17	100	100	NUM
cana-5125	107	18	patients	patient	NOUN
cana-5125	107	19	,	,	PUNCT
cana-5125	107	20	a	a	DET
cana-5125	107	21	bar	bar	NOUN
cana-5125	107	22	plot	plot	NOUN
cana-5125	107	23	was	be	AUX
cana-5125	107	24	utilized	utilize	VERB
cana-5125	107	25	to	to	PART
cana-5125	107	26	show	show	VERB
cana-5125	107	27	the	the	DET
cana-5125	107	28	distribution	distribution	NOUN
cana-5125	107	29	of	of	ADP
cana-5125	107	30	steatosis	steatosis	NOUN
cana-5125	107	31	levels	level	NOUN
cana-5125	107	32	.	.	PUNCT
cana-5125	108	1	the	the	DET
cana-5125	108	2	distribution	distribution	NOUN
cana-5125	108	3	steatosis	steatosis	NOUN
cana-5125	108	4	level	level	NOUN
cana-5125	108	5	is	be	AUX
cana-5125	108	6	shown	show	VERB
cana-5125	108	7	in	in	ADP
cana-5125	108	8	figure	figure	NOUN
cana-5125	108	9	3	3	NUM
cana-5125	108	10	.	.	PUNCT
cana-5125	109	1	the	the	DET
cana-5125	109	2	following	follow	VERB
cana-5125	109	3	is	be	AUX
cana-5125	109	4	the	the	DET
cana-5125	109	5	classification	classification	NOUN
cana-5125	109	6	of	of	ADP
cana-5125	109	7	steatosis	steatosis	NOUN
cana-5125	109	8	levels	level	NOUN
cana-5125	109	9	:	:	PUNCT
cana-5125	109	10	•	•	NOUN
cana-5125	109	11	grade	grade	NOUN
cana-5125	109	12	0	0	NUM
cana-5125	110	1	(	(	PUNCT
cana-5125	110	2	<	<	X
cana-5125	110	3	5	5	NUM
cana-5125	110	4	%	%	NOUN
cana-5125	110	5	):	):	PUNCT
cana-5125	110	6	absence	absence	NOUN
cana-5125	110	7	of	of	ADP
cana-5125	110	8	steatosis	steatosis	NOUN
cana-5125	110	9	(	(	PUNCT
cana-5125	110	10	green	green	ADJ
cana-5125	110	11	bar	bar	NOUN
cana-5125	110	12	)	)	PUNCT
cana-5125	110	13	•	•	NUM
cana-5125	110	14	grade	grade	NOUN
cana-5125	110	15	1	1	NUM
cana-5125	110	16	(	(	PUNCT
cana-5125	110	17	5	5	NUM
cana-5125	110	18	-	-	SYM
cana-5125	110	19	33	33	NUM
cana-5125	110	20	%	%	NOUN
cana-5125	110	21	):	):	PUNCT
cana-5125	110	22	steatosis	steatosis	NOUN
cana-5125	110	23	in	in	ADP
cana-5125	110	24	mild	mild	ADJ
cana-5125	110	25	form	form	NOUN
cana-5125	110	26	(	(	PUNCT
cana-5125	110	27	yellow	yellow	ADJ
cana-5125	110	28	bar	bar	NOUN
cana-5125	110	29	)	)	PUNCT
cana-5125	110	30	•	•	NUM
cana-5125	110	31	grade	grade	NOUN
cana-5125	110	32	2	2	NUM
cana-5125	110	33	(	(	PUNCT
cana-5125	110	34	34	34	NUM
cana-5125	110	35	-	-	SYM
cana-5125	110	36	66	66	NUM
cana-5125	110	37	%	%	NOUN
cana-5125	110	38	):	):	PUNCT
cana-5125	110	39	steatosis	steatosis	NOUN
cana-5125	110	40	in	in	ADP
cana-5125	110	41	moderation	moderation	NOUN
cana-5125	110	42	(	(	PUNCT
cana-5125	110	43	orange	orange	NOUN
cana-5125	110	44	bar	bar	NOUN
cana-5125	110	45	)	)	PUNCT
cana-5125	110	46	•	•	NUM
cana-5125	110	47	grade	grade	NOUN
cana-5125	110	48	3	3	NUM
cana-5125	110	49	(	(	PUNCT
cana-5125	110	50	>	>	SYM
cana-5125	110	51	66	66	NUM
cana-5125	110	52	%	%	NOUN
cana-5125	110	53	):	):	PUNCT
cana-5125	110	54	extreme	extreme	ADJ
cana-5125	110	55	steatosis	steatosis	NOUN
cana-5125	110	56	(	(	PUNCT
cana-5125	110	57	red	red	ADJ
cana-5125	110	58	bar	bar	NOUN
cana-5125	110	59	)	)	PUNCT
cana-5125	111	1	1	1	NUM
cana-5125	111	2	.	.	PUNCT
cana-5125	111	3	grade	grade	NOUN
cana-5125	111	4	0	0	NUM
cana-5125	111	5	:	:	PUNCT
cana-5125	111	6	no	no	DET
cana-5125	111	7	steatosis	steatosis	NOUN
cana-5125	111	8	figure	figure	NOUN
cana-5125	111	9	3	3	NUM
cana-5125	111	10	distribution	distribution	NOUN
cana-5125	111	11	of	of	ADP
cana-5125	111	12	steatosis	steatosis	NOUN
cana-5125	111	13	levels	level	NOUN
cana-5125	111	14	among	among	ADP
cana-5125	111	15	patients	patient	NOUN
cana-5125	111	16	•	•	ADV
cana-5125	111	17	less	less	ADJ
cana-5125	111	18	than	than	ADP
cana-5125	111	19	5	5	NUM
cana-5125	111	20	%	%	NOUN
cana-5125	111	21	of	of	ADP
cana-5125	111	22	the	the	DET
cana-5125	111	23	liver	liver	NOUN
cana-5125	111	24	cells	cell	NOUN
cana-5125	111	25	in	in	ADP
cana-5125	111	26	five	five	NUM
cana-5125	111	27	individuals	individual	NOUN
cana-5125	111	28	had	have	VERB
cana-5125	111	29	fat	fat	ADJ
cana-5125	111	30	.	.	PUNCT
cana-5125	112	1	•	•	NUM
cana-5125	112	2	the	the	DET
cana-5125	112	3	green	green	PROPN
cana-5125	112	4	bar	bar	NOUN
cana-5125	112	5	,	,	PUNCT
cana-5125	112	6	which	which	PRON
cana-5125	112	7	shows	show	VERB
cana-5125	112	8	that	that	SCONJ
cana-5125	112	9	none	none	NOUN
cana-5125	112	10	of	of	ADP
cana-5125	112	11	these	these	DET
cana-5125	112	12	individuals	individual	NOUN
cana-5125	112	13	had	have	VERB
cana-5125	112	14	steatosis	steatosis	NOUN
cana-5125	112	15	,	,	PUNCT
cana-5125	112	16	2	2	NUM
cana-5125	112	17	.	.	PUNCT
cana-5125	112	18	grade	grade	NOUN
cana-5125	112	19	1	1	NUM
cana-5125	112	20	:	:	PUNCT
cana-5125	112	21	mild	mild	ADJ
cana-5125	112	22	steatosis	steatosis	NOUN
cana-5125	112	23	•	•	NOUN
cana-5125	112	24	thirty	thirty	NUM
cana-5125	112	25	-	-	PUNCT
cana-5125	112	26	two	two	NUM
cana-5125	112	27	patients	patient	NOUN
cana-5125	112	28	make	make	VERB
cana-5125	112	29	up	up	ADP
cana-5125	112	30	this	this	DET
cana-5125	112	31	group	group	NOUN
cana-5125	112	32	,	,	PUNCT
cana-5125	112	33	which	which	PRON
cana-5125	112	34	is	be	AUX
cana-5125	112	35	the	the	DET
cana-5125	112	36	majority	majority	NOUN
cana-5125	112	37	.	.	PUNCT
cana-5125	113	1	•	•	NUM
cana-5125	113	2	the	the	DET
cana-5125	113	3	yellow	yellow	ADJ
cana-5125	113	4	bar	bar	NOUN
cana-5125	113	5	indicates	indicate	VERB
cana-5125	113	6	that	that	SCONJ
cana-5125	113	7	this	this	DET
cana-5125	113	8	group	group	NOUN
cana-5125	113	9	has	have	VERB
cana-5125	113	10	moderate	moderate	ADJ
cana-5125	113	11	steatosis	steatosis	NOUN
cana-5125	113	12	,	,	PUNCT
cana-5125	113	13	with	with	ADP
cana-5125	113	14	5–33	5–33	PROPN
cana-5125	113	15	%	%	NOUN
cana-5125	113	16	fat	fat	NOUN
cana-5125	113	17	in	in	ADP
cana-5125	113	18	their	their	PRON
cana-5125	113	19	liver	liver	NOUN
cana-5125	113	20	cells	cell	NOUN
cana-5125	113	21	.	.	PUNCT
cana-5125	114	1	3	3	X
cana-5125	114	2	.	.	X
cana-5125	114	3	grade	grade	NOUN
cana-5125	114	4	2	2	NUM
cana-5125	114	5	:	:	PUNCT
cana-5125	114	6	moderate	moderate	ADJ
cana-5125	114	7	steatosis	steatosis	NOUN
cana-5125	114	8	•	•	ADP
cana-5125	114	9	34	34	NUM
cana-5125	114	10	individuals	individual	NOUN
cana-5125	114	11	in	in	ADP
cana-5125	114	12	all	all	PRON
cana-5125	114	13	have	have	VERB
cana-5125	114	14	moderate	moderate	ADJ
cana-5125	114	15	steatosis	steatosis	NOUN
cana-5125	114	16	,	,	PUNCT
cana-5125	114	17	meaning	mean	VERB
cana-5125	114	18	that	that	SCONJ
cana-5125	114	19	34	34	NUM
cana-5125	114	20	-	-	SYM
cana-5125	114	21	66	66	NUM
cana-5125	114	22	%	%	NOUN
cana-5125	114	23	of	of	ADP
cana-5125	114	24	their	their	PRON
cana-5125	114	25	liver	liver	NOUN
cana-5125	114	26	cells	cell	NOUN
cana-5125	114	27	are	be	AUX
cana-5125	114	28	fat	fat	ADJ
cana-5125	114	29	.	.	PUNCT
cana-5125	115	1	communications	communication	NOUN
cana-5125	115	2	on	on	ADP
cana-5125	115	3	applied	apply	VERB
cana-5125	115	4	nonlinear	nonlinear	ADJ
cana-5125	115	5	analysis	analysis	NOUN
cana-5125	115	6	issn	issn	NOUN
cana-5125	115	7	:	:	PUNCT
cana-5125	115	8	1074	1074	NUM
cana-5125	115	9	-	-	PUNCT
cana-5125	115	10	133x	133x	NUM
cana-5125	115	11	vol	vol	NOUN
cana-5125	115	12	32	32	NUM
cana-5125	115	13	no	no	NOUN
cana-5125	115	14	.	.	PUNCT
cana-5125	116	1	icmasd	icmasd	NOUN
cana-5125	116	2	(	(	PUNCT
cana-5125	116	3	2025	2025	NUM
cana-5125	116	4	)	)	PUNCT
cana-5125	116	5	996	996	NUM
cana-5125	116	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-5125	116	7	•	•	ADP
cana-5125	116	8	the	the	DET
cana-5125	116	9	orange	orange	PROPN
cana-5125	116	10	bar	bar	NOUN
cana-5125	116	11	reflects	reflect	VERB
cana-5125	116	12	this	this	DET
cana-5125	116	13	category	category	NOUN
cana-5125	116	14	,	,	PUNCT
cana-5125	116	15	which	which	PRON
cana-5125	116	16	makes	make	VERB
cana-5125	116	17	up	up	ADP
cana-5125	116	18	a	a	DET
cana-5125	116	19	sizable	sizable	ADJ
cana-5125	116	20	share	share	NOUN
cana-5125	116	21	of	of	ADP
cana-5125	116	22	the	the	DET
cana-5125	116	23	patient	patient	ADJ
cana-5125	116	24	base	base	NOUN
cana-5125	116	25	.	.	PUNCT
cana-5125	117	1	4	4	X
cana-5125	117	2	.	.	X
cana-5125	117	3	grade	grade	NOUN
cana-5125	117	4	3	3	NUM
cana-5125	117	5	:	:	PUNCT
cana-5125	117	6	severe	severe	ADJ
cana-5125	117	7	steatosis	steatosis	NOUN
cana-5125	117	8	•	•	ADP
cana-5125	117	9	severe	severe	ADJ
cana-5125	117	10	steatosis	steatosis	NOUN
cana-5125	117	11	is	be	AUX
cana-5125	117	12	present	present	ADJ
cana-5125	117	13	in	in	ADP
cana-5125	117	14	29	29	NUM
cana-5125	117	15	individuals	individual	NOUN
cana-5125	117	16	,	,	PUNCT
cana-5125	117	17	with	with	ADP
cana-5125	117	18	over	over	ADP
cana-5125	117	19	66	66	NUM
cana-5125	117	20	%	%	NOUN
cana-5125	117	21	of	of	ADP
cana-5125	117	22	their	their	PRON
cana-5125	117	23	liver	liver	NOUN
cana-5125	117	24	cells	cell	NOUN
cana-5125	117	25	being	be	AUX
cana-5125	117	26	fat	fat	ADJ
cana-5125	117	27	.	.	PUNCT
cana-5125	118	1	•	•	NUM
cana-5125	118	2	the	the	DET
cana-5125	118	3	red	red	ADJ
cana-5125	118	4	bar	bar	NOUN
cana-5125	118	5	,	,	PUNCT
cana-5125	118	6	which	which	PRON
cana-5125	118	7	shows	show	VERB
cana-5125	118	8	a	a	DET
cana-5125	118	9	sizable	sizable	ADJ
cana-5125	118	10	proportion	proportion	NOUN
cana-5125	118	11	of	of	ADP
cana-5125	118	12	individuals	individual	NOUN
cana-5125	118	13	with	with	ADP
cana-5125	118	14	substantial	substantial	ADJ
cana-5125	118	15	liver	liver	NOUN
cana-5125	118	16	fat	fat	ADJ
cana-5125	118	17	buildup	buildup	NOUN
cana-5125	118	18	,	,	PUNCT
cana-5125	118	19	indicates	indicate	VERB
cana-5125	118	20	this	this	PRON
cana-5125	118	21	.	.	PUNCT
cana-5125	119	1	according	accord	VERB
cana-5125	119	2	to	to	ADP
cana-5125	119	3	the	the	DET
cana-5125	119	4	distribution	distribution	NOUN
cana-5125	119	5	seen	see	VERB
cana-5125	119	6	in	in	ADP
cana-5125	119	7	the	the	DET
cana-5125	119	8	bar	bar	NOUN
cana-5125	119	9	plot	plot	NOUN
cana-5125	119	10	,	,	PUNCT
cana-5125	119	11	a	a	DET
cana-5125	119	12	sizable	sizable	ADJ
cana-5125	119	13	portion	portion	NOUN
cana-5125	119	14	of	of	ADP
cana-5125	119	15	the	the	DET
cana-5125	119	16	patients	patient	NOUN
cana-5125	119	17	had	have	AUX
cana-5125	119	18	moderate	moderate	ADJ
cana-5125	119	19	to	to	ADP
cana-5125	119	20	severe	severe	ADJ
cana-5125	119	21	steatosis	steatosis	NOUN
cana-5125	119	22	.	.	PUNCT
cana-5125	120	1	given	give	VERB
cana-5125	120	2	that	that	SCONJ
cana-5125	120	3	a	a	DET
cana-5125	120	4	sizable	sizable	ADJ
cana-5125	120	5	fraction	fraction	NOUN
cana-5125	120	6	of	of	ADP
cana-5125	120	7	the	the	DET
cana-5125	120	8	population	population	NOUN
cana-5125	120	9	has	have	AUX
cana-5125	120	10	significant	significant	ADJ
cana-5125	120	11	fat	fat	ADJ
cana-5125	120	12	deposition	deposition	NOUN
cana-5125	120	13	in	in	ADP
cana-5125	120	14	their	their	PRON
cana-5125	120	15	liver	liver	NOUN
cana-5125	120	16	cells	cell	NOUN
cana-5125	120	17	,	,	PUNCT
cana-5125	120	18	this	this	PRON
cana-5125	120	19	raises	raise	VERB
cana-5125	120	20	possible	possible	ADJ
cana-5125	120	21	public	public	ADJ
cana-5125	120	22	health	health	NOUN
cana-5125	120	23	concerns	concern	NOUN
cana-5125	120	24	about	about	ADP
cana-5125	120	25	fatty	fatty	NOUN
cana-5125	120	26	liver	liver	NOUN
cana-5125	120	27	disease	disease	NOUN
cana-5125	120	28	.	.	PUNCT
cana-5125	121	1	scatter	scatter	NOUN
cana-5125	121	2	plot	plot	NOUN
cana-5125	121	3	analysis	analysis	NOUN
cana-5125	121	4	of	of	ADP
cana-5125	121	5	steatosis	steatosis	NOUN
cana-5125	121	6	levels	level	NOUN
cana-5125	121	7	in	in	ADP
cana-5125	121	8	figure	figure	NOUN
cana-5125	121	9	.	.	PUNCT
cana-5125	122	1	4	4	NUM
cana-5125	122	2	the	the	DET
cana-5125	122	3	distribution	distribution	NOUN
cana-5125	122	4	and	and	CCONJ
cana-5125	122	5	the	the	DET
cana-5125	122	6	scatter	scatter	NOUN
cana-5125	122	7	plot	plot	NOUN
cana-5125	122	8	show	show	VERB
cana-5125	122	9	the	the	DET
cana-5125	122	10	degree	degree	NOUN
cana-5125	122	11	of	of	ADP
cana-5125	122	12	severity	severity	NOUN
cana-5125	122	13	of	of	ADP
cana-5125	122	14	the	the	DET
cana-5125	122	15	condition	condition	NOUN
cana-5125	122	16	among	among	ADP
cana-5125	122	17	the	the	DET
cana-5125	122	18	100	100	NUM
cana-5125	122	19	cases	case	NOUN
cana-5125	122	20	,	,	PUNCT
cana-5125	122	21	which	which	PRON
cana-5125	122	22	offers	offer	VERB
cana-5125	122	23	a	a	DET
cana-5125	122	24	thorough	thorough	ADJ
cana-5125	122	25	visual	visual	ADJ
cana-5125	122	26	representation	representation	NOUN
cana-5125	122	27	of	of	ADP
cana-5125	122	28	the	the	DET
cana-5125	122	29	steatosis	steatosis	NOUN
cana-5125	122	30	levels	level	NOUN
cana-5125	122	31	among	among	ADP
cana-5125	122	32	them	they	PRON
cana-5125	122	33	.	.	PUNCT
cana-5125	123	1	key	key	ADJ
cana-5125	123	2	features	feature	NOUN
cana-5125	123	3	of	of	ADP
cana-5125	123	4	the	the	DET
cana-5125	123	5	scatter	scatter	NOUN
cana-5125	123	6	plot	plot	NOUN
cana-5125	123	7	:	:	PUNCT
cana-5125	123	8	•	•	NUM
cana-5125	123	9	x	x	NOUN
cana-5125	123	10	-	-	NOUN
cana-5125	123	11	axis	axis	ADJ
cana-5125	123	12	(	(	PUNCT
cana-5125	123	13	patient	patient	NOUN
cana-5125	123	14	index	index	NOUN
cana-5125	123	15	):	):	PUNCT
cana-5125	123	16	•	•	NUM
cana-5125	123	17	represents	represent	VERB
cana-5125	123	18	each	each	DET
cana-5125	123	19	patient	patient	NOUN
cana-5125	123	20	from	from	ADP
cana-5125	123	21	1	1	NUM
cana-5125	123	22	to	to	PART
cana-5125	123	23	100	100	NUM
cana-5125	123	24	.	.	PUNCT
cana-5125	124	1	•	•	NOUN
cana-5125	124	2	this	this	DET
cana-5125	124	3	axis	axis	NOUN
cana-5125	124	4	allows	allow	VERB
cana-5125	124	5	us	we	PRON
cana-5125	124	6	to	to	PART
cana-5125	124	7	identify	identify	VERB
cana-5125	124	8	individual	individual	ADJ
cana-5125	124	9	patients	patient	NOUN
cana-5125	124	10	and	and	CCONJ
cana-5125	124	11	their	their	PRON
cana-5125	124	12	respective	respective	ADJ
cana-5125	124	13	steatosis	steatosis	NOUN
cana-5125	124	14	levels	level	NOUN
cana-5125	124	15	.	.	PUNCT
cana-5125	125	1	•	•	NUM
cana-5125	125	2	y	y	NOUN
cana-5125	125	3	-	-	PUNCT
cana-5125	125	4	axis	axis	NOUN
cana-5125	125	5	(	(	PUNCT
cana-5125	125	6	percentage	percentage	NOUN
cana-5125	125	7	of	of	ADP
cana-5125	125	8	liver	liver	NOUN
cana-5125	125	9	cells	cell	NOUN
cana-5125	125	10	containing	contain	VERB
cana-5125	125	11	fat	fat	NOUN
cana-5125	125	12	):	):	PUNCT
cana-5125	125	13	•	•	NUM
cana-5125	125	14	shows	show	VERB
cana-5125	125	15	the	the	DET
cana-5125	125	16	proportion	proportion	NOUN
cana-5125	125	17	of	of	ADP
cana-5125	125	18	fat	fat	NOUN
cana-5125	125	19	in	in	ADP
cana-5125	125	20	each	each	DET
cana-5125	125	21	patient	patient	NOUN
cana-5125	125	22	's	's	PART
cana-5125	125	23	liver	liver	NOUN
cana-5125	125	24	cells	cell	NOUN
cana-5125	125	25	.	.	PUNCT
cana-5125	126	1	•	•	NOUN
cana-5125	126	2	this	this	DET
cana-5125	126	3	axis	axis	NOUN
cana-5125	126	4	offers	offer	VERB
cana-5125	126	5	a	a	DET
cana-5125	126	6	numerical	numerical	ADJ
cana-5125	126	7	representation	representation	NOUN
cana-5125	126	8	of	of	ADP
cana-5125	126	9	the	the	DET
cana-5125	126	10	degree	degree	NOUN
cana-5125	126	11	of	of	ADP
cana-5125	126	12	steatosis	steatosis	NOUN
cana-5125	126	13	.	.	PUNCT
cana-5125	127	1	•	•	NUM
cana-5125	127	2	color	color	NOUN
cana-5125	127	3	coding	coding	NOUN
cana-5125	127	4	(	(	PUNCT
cana-5125	127	5	steatosis	steatosis	NOUN
cana-5125	127	6	grade	grade	NOUN
cana-5125	127	7	):	):	PUNCT
cana-5125	127	8	to	to	PART
cana-5125	127	9	visually	visually	ADV
cana-5125	127	10	distinguish	distinguish	VERB
cana-5125	127	11	between	between	ADP
cana-5125	127	12	various	various	ADJ
cana-5125	127	13	steatosis	steatosis	NOUN
cana-5125	127	14	degrees	degree	NOUN
cana-5125	127	15	,	,	PUNCT
cana-5125	127	16	points	point	NOUN
cana-5125	127	17	are	be	AUX
cana-5125	127	18	colored	color	VERB
cana-5125	127	19	based	base	VERB
cana-5125	127	20	on	on	ADP
cana-5125	127	21	steatosis	steatosis	NOUN
cana-5125	127	22	grades	grade	NOUN
cana-5125	127	23	.	.	PUNCT
cana-5125	128	1	▪	▪	ADJ
cana-5125	128	2	grade	grade	NOUN
cana-5125	128	3	0	0	NUM
cana-5125	128	4	(	(	PUNCT
cana-5125	128	5	<	<	X
cana-5125	128	6	5	5	NUM
cana-5125	128	7	%	%	NOUN
cana-5125	128	8	):	):	PUNCT
cana-5125	128	9	no	no	DET
cana-5125	128	10	steatosis	steatosis	NOUN
cana-5125	128	11	,	,	PUNCT
cana-5125	128	12	represented	represent	VERB
cana-5125	128	13	by	by	ADP
cana-5125	128	14	dark	dark	ADJ
cana-5125	128	15	colors	color	NOUN
cana-5125	128	16	.	.	PUNCT
cana-5125	129	1	▪	▪	ADJ
cana-5125	129	2	grade	grade	NOUN
cana-5125	129	3	1	1	NUM
cana-5125	129	4	(	(	PUNCT
cana-5125	129	5	5	5	NUM
cana-5125	129	6	-	-	SYM
cana-5125	129	7	33	33	NUM
cana-5125	129	8	%	%	NOUN
cana-5125	129	9	):	):	PUNCT
cana-5125	129	10	mild	mild	ADJ
cana-5125	129	11	steatosis	steatosis	NOUN
cana-5125	129	12	.	.	PUNCT
cana-5125	130	1	▪	▪	ADJ
cana-5125	130	2	grade	grade	NOUN
cana-5125	130	3	2	2	NUM
cana-5125	130	4	(	(	PUNCT
cana-5125	130	5	34	34	NUM
cana-5125	130	6	-	-	SYM
cana-5125	130	7	66	66	NUM
cana-5125	130	8	%	%	NOUN
cana-5125	130	9	):	):	PUNCT
cana-5125	130	10	moderate	moderate	ADJ
cana-5125	130	11	steatosis	steatosis	NOUN
cana-5125	130	12	.	.	PUNCT
cana-5125	131	1	▪	▪	ADJ
cana-5125	131	2	grade	grade	NOUN
cana-5125	131	3	3	3	NUM
cana-5125	131	4	(	(	PUNCT
cana-5125	131	5	>	>	SYM
cana-5125	131	6	66	66	NUM
cana-5125	131	7	%	%	NOUN
cana-5125	131	8	):	):	PUNCT
cana-5125	131	9	severe	severe	ADJ
cana-5125	131	10	steatosis	steatosis	NOUN
cana-5125	131	11	,	,	PUNCT
cana-5125	131	12	represented	represent	VERB
cana-5125	131	13	by	by	ADP
cana-5125	131	14	bright	bright	ADJ
cana-5125	131	15	colors	color	NOUN
cana-5125	131	16	.	.	PUNCT
cana-5125	132	1	•	•	NUM
cana-5125	132	2	color	color	NOUN
cana-5125	132	3	bar	bar	NOUN
cana-5125	132	4	:	:	PUNCT
cana-5125	132	5	•	•	ADP
cana-5125	132	6	the	the	DET
cana-5125	132	7	grades	grade	NOUN
cana-5125	132	8	are	be	AUX
cana-5125	132	9	made	make	VERB
cana-5125	132	10	easier	easy	ADJ
cana-5125	132	11	to	to	PART
cana-5125	132	12	understand	understand	VERB
cana-5125	132	13	by	by	ADP
cana-5125	132	14	a	a	DET
cana-5125	132	15	color	color	NOUN
cana-5125	132	16	bar	bar	NOUN
cana-5125	132	17	on	on	ADP
cana-5125	132	18	the	the	DET
cana-5125	132	19	right	right	ADJ
cana-5125	132	20	side	side	NOUN
cana-5125	132	21	of	of	ADP
cana-5125	132	22	the	the	DET
cana-5125	132	23	plot	plot	NOUN
cana-5125	132	24	,	,	PUNCT
cana-5125	132	25	which	which	PRON
cana-5125	132	26	shows	show	VERB
cana-5125	132	27	the	the	DET
cana-5125	132	28	transition	transition	NOUN
cana-5125	132	29	from	from	ADP
cana-5125	132	30	no	no	DET
cana-5125	132	31	steatosis	steatosis	NOUN
cana-5125	132	32	to	to	ADP
cana-5125	132	33	severe	severe	ADJ
cana-5125	132	34	steatosis	steatosis	NOUN
cana-5125	132	35	.	.	PUNCT
cana-5125	133	1	•	•	NUM
cana-5125	133	2	the	the	DET
cana-5125	133	3	contrast	contrast	NOUN
cana-5125	133	4	between	between	ADP
cana-5125	133	5	the	the	DET
cana-5125	133	6	light	light	ADJ
cana-5125	133	7	and	and	CCONJ
cana-5125	133	8	dark	dark	ADJ
cana-5125	133	9	hues	hue	NOUN
cana-5125	133	10	draws	draw	VERB
cana-5125	133	11	attention	attention	NOUN
cana-5125	133	12	to	to	ADP
cana-5125	133	13	how	how	SCONJ
cana-5125	133	14	severe	severe	ADJ
cana-5125	133	15	steatosis	steatosis	NOUN
cana-5125	133	16	is	be	AUX
cana-5125	133	17	.	.	PUNCT
cana-5125	134	1	observations	observation	NOUN
cana-5125	134	2	from	from	ADP
cana-5125	134	3	the	the	DET
cana-5125	134	4	scatter	scatter	NOUN
cana-5125	134	5	plot	plot	NOUN
cana-5125	134	6	:	:	PUNCT
cana-5125	134	7	1	1	X
cana-5125	134	8	.	.	X
cana-5125	134	9	spread	spread	VERB
cana-5125	134	10	and	and	CCONJ
cana-5125	134	11	clustering	clustering	NOUN
cana-5125	134	12	:	:	PUNCT
cana-5125	134	13	communications	communication	NOUN
cana-5125	134	14	on	on	ADP
cana-5125	134	15	applied	apply	VERB
cana-5125	134	16	nonlinear	nonlinear	ADJ
cana-5125	134	17	analysis	analysis	NOUN
cana-5125	134	18	issn	issn	NOUN
cana-5125	134	19	:	:	PUNCT
cana-5125	134	20	1074	1074	NUM
cana-5125	134	21	-	-	PUNCT
cana-5125	134	22	133x	133x	NUM
cana-5125	134	23	vol	vol	NOUN
cana-5125	134	24	32	32	NUM
cana-5125	134	25	no	no	NOUN
cana-5125	134	26	.	.	PUNCT
cana-5125	135	1	icmasd	icmasd	NOUN
cana-5125	135	2	(	(	PUNCT
cana-5125	135	3	2025	2025	NUM
cana-5125	135	4	)	)	PUNCT
cana-5125	135	5	997	997	NUM
cana-5125	135	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-5125	135	7	•	•	ADP
cana-5125	135	8	the	the	DET
cana-5125	135	9	distribution	distribution	NOUN
cana-5125	135	10	of	of	ADP
cana-5125	135	11	steatosis	steatosis	NOUN
cana-5125	135	12	levels	level	NOUN
cana-5125	135	13	among	among	ADP
cana-5125	135	14	the	the	DET
cana-5125	135	15	patient	patient	NOUN
cana-5125	135	16	group	group	NOUN
cana-5125	135	17	is	be	AUX
cana-5125	135	18	shown	show	VERB
cana-5125	135	19	by	by	ADP
cana-5125	135	20	the	the	DET
cana-5125	135	21	scatter	scatter	NOUN
cana-5125	135	22	plot	plot	NOUN
cana-5125	135	23	.	.	PUNCT
cana-5125	136	1	•	•	INTJ
cana-5125	136	2	it	it	PRON
cana-5125	136	3	is	be	AUX
cana-5125	136	4	simple	simple	ADJ
cana-5125	136	5	to	to	PART
cana-5125	136	6	determine	determine	VERB
cana-5125	136	7	the	the	DET
cana-5125	136	8	concentration	concentration	NOUN
cana-5125	136	9	of	of	ADP
cana-5125	136	10	patients	patient	NOUN
cana-5125	136	11	within	within	ADP
cana-5125	136	12	each	each	DET
cana-5125	136	13	grade	grade	NOUN
cana-5125	136	14	group	group	NOUN
cana-5125	136	15	since	since	SCONJ
cana-5125	136	16	individuals	individual	NOUN
cana-5125	136	17	with	with	ADP
cana-5125	136	18	comparable	comparable	ADJ
cana-5125	136	19	degrees	degree	NOUN
cana-5125	136	20	of	of	ADP
cana-5125	136	21	steatosis	steatosis	NOUN
cana-5125	136	22	tend	tend	VERB
cana-5125	136	23	to	to	PART
cana-5125	136	24	cluster	cluster	VERB
cana-5125	136	25	together	together	ADV
cana-5125	136	26	.	.	PUNCT
cana-5125	137	1	2	2	X
cana-5125	137	2	.	.	X
cana-5125	137	3	grade	grade	NOUN
cana-5125	137	4	0	0	NUM
cana-5125	137	5	(	(	PUNCT
cana-5125	137	6	no	no	DET
cana-5125	137	7	steatosis	steatosis	NOUN
cana-5125	137	8	):	):	PUNCT
cana-5125	137	9	•	•	NUM
cana-5125	137	10	dark	dark	ADJ
cana-5125	137	11	colors	color	NOUN
cana-5125	137	12	indicate	indicate	VERB
cana-5125	137	13	patients	patient	NOUN
cana-5125	137	14	whose	whose	DET
cana-5125	137	15	liver	liver	NOUN
cana-5125	137	16	cells	cell	NOUN
cana-5125	137	17	have	have	VERB
cana-5125	137	18	less	less	ADJ
cana-5125	137	19	than	than	ADP
cana-5125	137	20	5	5	NUM
cana-5125	137	21	%	%	NOUN
cana-5125	137	22	fat	fat	NOUN
cana-5125	137	23	in	in	ADP
cana-5125	137	24	them	they	PRON
cana-5125	137	25	.	.	PUNCT
cana-5125	138	1	•	•	ADV
cana-5125	138	2	there	there	PRON
cana-5125	138	3	are	be	VERB
cana-5125	138	4	fewer	few	ADJ
cana-5125	138	5	patients	patient	NOUN
cana-5125	138	6	without	without	ADP
cana-5125	138	7	steatosis	steatosis	NOUN
cana-5125	138	8	,	,	PUNCT
cana-5125	138	9	as	as	SCONJ
cana-5125	138	10	seen	see	VERB
cana-5125	138	11	by	by	ADP
cana-5125	138	12	the	the	DET
cana-5125	138	13	sparse	sparse	ADJ
cana-5125	138	14	distribution	distribution	NOUN
cana-5125	138	15	of	of	ADP
cana-5125	138	16	these	these	DET
cana-5125	138	17	spots	spot	NOUN
cana-5125	138	18	.	.	PUNCT
cana-5125	139	1	figure	figure	VERB
cana-5125	139	2	4	4	NUM
cana-5125	139	3	steatosis	steatosis	NOUN
cana-5125	139	4	levels	level	NOUN
cana-5125	139	5	among	among	ADP
cana-5125	139	6	patients	patient	NOUN
cana-5125	139	7	3	3	NUM
cana-5125	139	8	.	.	PUNCT
cana-5125	140	1	grade	grade	NOUN
cana-5125	140	2	1	1	NUM
cana-5125	140	3	(	(	PUNCT
cana-5125	140	4	mild	mild	ADJ
cana-5125	140	5	steatosis	steatosis	NOUN
cana-5125	140	6	):	):	PUNCT
cana-5125	140	7	•	•	ADP
cana-5125	140	8	a	a	DET
cana-5125	140	9	bigger	big	ADJ
cana-5125	140	10	cluster	cluster	NOUN
cana-5125	140	11	is	be	AUX
cana-5125	140	12	formed	form	VERB
cana-5125	140	13	by	by	ADP
cana-5125	140	14	patients	patient	NOUN
cana-5125	140	15	whose	whose	DET
cana-5125	140	16	liver	liver	NOUN
cana-5125	140	17	cells	cell	NOUN
cana-5125	140	18	contain	contain	VERB
cana-5125	140	19	5–33	5–33	NOUN
cana-5125	140	20	%	%	NOUN
cana-5125	140	21	fat	fat	NOUN
cana-5125	140	22	.	.	PUNCT
cana-5125	141	1	•	•	NUM
cana-5125	141	2	this	this	DET
cana-5125	141	3	group	group	NOUN
cana-5125	141	4	,	,	PUNCT
cana-5125	141	5	which	which	PRON
cana-5125	141	6	represents	represent	VERB
cana-5125	141	7	a	a	DET
cana-5125	141	8	sizeable	sizeable	ADJ
cana-5125	141	9	fraction	fraction	NOUN
cana-5125	141	10	of	of	ADP
cana-5125	141	11	the	the	DET
cana-5125	141	12	population	population	NOUN
cana-5125	141	13	,	,	PUNCT
cana-5125	141	14	is	be	AUX
cana-5125	141	15	well	well	ADV
cana-5125	141	16	-	-	PUNCT
cana-5125	141	17	represented	represent	VERB
cana-5125	141	18	and	and	CCONJ
cana-5125	141	19	has	have	VERB
cana-5125	141	20	moderate	moderate	ADJ
cana-5125	141	21	steatosis	steatosis	NOUN
cana-5125	141	22	.	.	PUNCT
cana-5125	142	1	4	4	X
cana-5125	142	2	.	.	X
cana-5125	142	3	grade	grade	NOUN
cana-5125	142	4	2	2	NUM
cana-5125	142	5	(	(	PUNCT
cana-5125	142	6	moderate	moderate	ADJ
cana-5125	142	7	steatosis	steatosis	NOUN
cana-5125	142	8	):	):	PUNCT
cana-5125	142	9	•	•	ADP
cana-5125	142	10	the	the	DET
cana-5125	142	11	scatter	scatter	NOUN
cana-5125	142	12	plot	plot	NOUN
cana-5125	142	13	shows	show	VERB
cana-5125	142	14	a	a	DET
cana-5125	142	15	good	good	ADJ
cana-5125	142	16	representation	representation	NOUN
cana-5125	142	17	of	of	ADP
cana-5125	142	18	patients	patient	NOUN
cana-5125	142	19	with	with	ADP
cana-5125	142	20	34	34	NUM
cana-5125	142	21	-	-	SYM
cana-5125	142	22	66	66	NUM
cana-5125	142	23	%	%	NOUN
cana-5125	142	24	body	body	NOUN
cana-5125	142	25	fat	fat	NOUN
cana-5125	142	26	.	.	PUNCT
cana-5125	143	1	•	•	NUM
cana-5125	143	2	the	the	DET
cana-5125	143	3	frequency	frequency	NOUN
cana-5125	143	4	of	of	ADP
cana-5125	143	5	mild	mild	ADJ
cana-5125	143	6	steatosis	steatosis	NOUN
cana-5125	143	7	is	be	AUX
cana-5125	143	8	shown	show	VERB
cana-5125	143	9	by	by	ADP
cana-5125	143	10	the	the	DET
cana-5125	143	11	clustering	clustering	NOUN
cana-5125	143	12	of	of	ADP
cana-5125	143	13	points	point	NOUN
cana-5125	143	14	in	in	ADP
cana-5125	143	15	this	this	DET
cana-5125	143	16	range	range	NOUN
cana-5125	143	17	.	.	PUNCT
cana-5125	144	1	5	5	X
cana-5125	144	2	.	.	X
cana-5125	144	3	grade	grade	NOUN
cana-5125	144	4	3	3	NUM
cana-5125	144	5	(	(	PUNCT
cana-5125	144	6	severe	severe	ADJ
cana-5125	144	7	steatosis	steatosis	NOUN
cana-5125	144	8	):	):	PUNCT
cana-5125	144	9	•	•	NUM
cana-5125	144	10	bright	bright	ADJ
cana-5125	144	11	colors	color	NOUN
cana-5125	144	12	are	be	AUX
cana-5125	144	13	used	use	VERB
cana-5125	144	14	to	to	PART
cana-5125	144	15	identify	identify	VERB
cana-5125	144	16	patients	patient	NOUN
cana-5125	144	17	whose	whose	DET
cana-5125	144	18	liver	liver	NOUN
cana-5125	144	19	cells	cell	NOUN
cana-5125	144	20	contain	contain	VERB
cana-5125	144	21	more	more	ADJ
cana-5125	144	22	than	than	ADP
cana-5125	144	23	66	66	NUM
cana-5125	144	24	%	%	NOUN
cana-5125	144	25	fat	fat	NOUN
cana-5125	144	26	.	.	PUNCT
cana-5125	145	1	•	•	NUM
cana-5125	145	2	a	a	DET
cana-5125	145	3	sizable	sizable	ADJ
cana-5125	145	4	portion	portion	NOUN
cana-5125	145	5	of	of	ADP
cana-5125	145	6	the	the	DET
cana-5125	145	7	patients	patient	NOUN
cana-5125	145	8	in	in	ADP
cana-5125	145	9	this	this	DET
cana-5125	145	10	category	category	NOUN
cana-5125	145	11	had	have	VERB
cana-5125	145	12	severe	severe	ADJ
cana-5125	145	13	steatosis	steatosis	NOUN
cana-5125	145	14	,	,	PUNCT
cana-5125	145	15	which	which	PRON
cana-5125	145	16	indicates	indicate	VERB
cana-5125	145	17	a	a	DET
cana-5125	145	18	major	major	ADJ
cana-5125	145	19	buildup	buildup	NOUN
cana-5125	145	20	of	of	ADP
cana-5125	145	21	liver	liver	NOUN
cana-5125	145	22	fat	fat	NOUN
cana-5125	145	23	.	.	PUNCT
cana-5125	146	1	fatty	fatty	NOUN
cana-5125	146	2	liver	liver	NOUN
cana-5125	146	3	disease	disease	NOUN
cana-5125	146	4	,	,	PUNCT
cana-5125	146	5	or	or	CCONJ
cana-5125	146	6	hepatic	hepatic	ADJ
cana-5125	146	7	steatosis	steatosis	NOUN
cana-5125	146	8	,	,	PUNCT
cana-5125	146	9	is	be	AUX
cana-5125	146	10	characterized	characterize	VERB
cana-5125	146	11	by	by	ADP
cana-5125	146	12	the	the	DET
cana-5125	146	13	accumulation	accumulation	NOUN
cana-5125	146	14	of	of	ADP
cana-5125	146	15	fat	fat	NOUN
cana-5125	146	16	in	in	ADP
cana-5125	146	17	the	the	DET
cana-5125	146	18	liver	liver	NOUN
cana-5125	146	19	.	.	PUNCT
cana-5125	147	1	the	the	DET
cana-5125	147	2	treatment	treatment	NOUN
cana-5125	147	3	and	and	CCONJ
cana-5125	147	4	management	management	NOUN
cana-5125	147	5	strategies	strategy	NOUN
cana-5125	147	6	can	can	AUX
cana-5125	147	7	vary	vary	VERB
cana-5125	147	8	based	base	VERB
cana-5125	147	9	on	on	ADP
cana-5125	147	10	the	the	DET
cana-5125	147	11	level	level	NOUN
cana-5125	147	12	or	or	CCONJ
cana-5125	147	13	severity	severity	NOUN
cana-5125	147	14	of	of	ADP
cana-5125	147	15	steatosis	steatosis	NOUN
cana-5125	147	16	.	.	PUNCT
cana-5125	148	1	table	table	NOUN
cana-5125	148	2	1	1	NUM
cana-5125	148	3	.	.	PUNCT
cana-5125	148	4	shown	show	VERB
cana-5125	148	5	the	the	DET
cana-5125	148	6	general	general	ADJ
cana-5125	148	7	guidelines	guideline	NOUN
cana-5125	148	8	and	and	CCONJ
cana-5125	148	9	remedies	remedy	NOUN
cana-5125	148	10	tailored	tailor	VERB
cana-5125	148	11	to	to	ADP
cana-5125	148	12	different	different	ADJ
cana-5125	148	13	stages	stage	NOUN
cana-5125	148	14	of	of	ADP
cana-5125	148	15	fatty	fatty	ADJ
cana-5125	148	16	liver	liver	NOUN
cana-5125	148	17	disease	disease	NOUN
cana-5125	148	18	.	.	PUNCT
cana-5125	149	1	communications	communication	NOUN
cana-5125	149	2	on	on	ADP
cana-5125	149	3	applied	apply	VERB
cana-5125	149	4	nonlinear	nonlinear	ADJ
cana-5125	149	5	analysis	analysis	NOUN
cana-5125	149	6	issn	issn	NOUN
cana-5125	149	7	:	:	PUNCT
cana-5125	149	8	1074	1074	NUM
cana-5125	149	9	-	-	PUNCT
cana-5125	149	10	133x	133x	NUM
cana-5125	149	11	vol	vol	NOUN
cana-5125	149	12	32	32	NUM
cana-5125	149	13	no	no	NOUN
cana-5125	149	14	.	.	PUNCT
cana-5125	150	1	icmasd	icmasd	NOUN
cana-5125	150	2	(	(	PUNCT
cana-5125	150	3	2025	2025	NUM
cana-5125	150	4	)	)	PUNCT
cana-5125	150	5	998	998	NUM
cana-5125	150	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-5125	150	7	table	table	NOUN
cana-5125	150	8	1	1	NUM
cana-5125	150	9	general	general	ADJ
cana-5125	150	10	guidelines	guideline	NOUN
cana-5125	150	11	and	and	CCONJ
cana-5125	150	12	remedies	remedy	NOUN
cana-5125	150	13	tailored	tailor	VERB
cana-5125	150	14	to	to	ADP
cana-5125	150	15	different	different	ADJ
cana-5125	150	16	stages	stage	NOUN
cana-5125	150	17	of	of	ADP
cana-5125	150	18	fatty	fatty	ADJ
cana-5125	150	19	liver	liver	NOUN
cana-5125	150	20	disease	disease	NOUN
cana-5125	150	21	stage	stage	NOUN
cana-5125	150	22	lifestyle	lifestyle	PROPN
cana-5125	150	23	modifications	modification	VERB
cana-5125	150	24	medical	medical	ADJ
cana-5125	150	25	interventions	intervention	NOUN
cana-5125	150	26	supplements	supplement	NOUN
cana-5125	150	27	/	/	SYM
cana-5125	150	28	natural	natural	ADJ
cana-5125	150	29	remedies	remedy	NOUN
cana-5125	150	30	grade	grade	NOUN
cana-5125	150	31	1	1	NUM
cana-5125	150	32	(	(	PUNCT
cana-5125	150	33	5	5	NUM
cana-5125	150	34	-	-	SYM
cana-5125	150	35	33	33	NUM
cana-5125	150	36	%	%	NOUN
cana-5125	150	37	):	):	PUNCT
cana-5125	150	38	mild	mild	ADJ
cana-5125	150	39	steatosis	steatosis	NOUN
cana-5125	150	40	(	(	PUNCT
cana-5125	150	41	mild	mild	ADJ
cana-5125	150	42	fatty	fatty	NOUN
cana-5125	150	43	liver	liver	NOUN
cana-5125	150	44	)	)	PUNCT
cana-5125	150	45	(	(	PUNCT
cana-5125	150	46	yellow	yellow	ADJ
cana-5125	150	47	bar	bar	NOUN
cana-5125	150	48	in	in	ADP
cana-5125	150	49	figure	figure	NOUN
cana-5125	150	50	4	4	NUM
cana-5125	150	51	)	)	PUNCT
cana-5125	150	52	reduce	reduce	VERB
cana-5125	150	53	fat	fat	ADJ
cana-5125	150	54	intake	intake	NOUN
cana-5125	150	55	(	(	PUNCT
cana-5125	150	56	avoid	avoid	VERB
cana-5125	150	57	saturated	saturate	VERB
cana-5125	150	58	and	and	CCONJ
cana-5125	150	59	trans	tran	NOUN
cana-5125	150	60	fats	fat	NOUN
cana-5125	150	61	)	)	PUNCT
cana-5125	150	62	n	n	CCONJ
cana-5125	150	63	/	/	SYM
cana-5125	150	64	a	a	DET
cana-5125	150	65	milk	milk	NOUN
cana-5125	150	66	thistle	thistle	NOUN
cana-5125	150	67	(	(	PUNCT
cana-5125	150	68	silymarin	silymarin	NOUN
cana-5125	150	69	)	)	PUNCT
cana-5125	150	70	increase	increase	NOUN
cana-5125	150	71	fiber	fiber	NOUN
cana-5125	150	72	(	(	PUNCT
cana-5125	150	73	fruits	fruit	NOUN
cana-5125	150	74	,	,	PUNCT
cana-5125	150	75	vegetables	vegetable	NOUN
cana-5125	150	76	,	,	PUNCT
cana-5125	150	77	whole	whole	ADJ
cana-5125	150	78	grains	grain	NOUN
cana-5125	150	79	)	)	PUNCT
cana-5125	150	80	turmeric	turmeric	NOUN
cana-5125	150	81	(	(	PUNCT
cana-5125	150	82	curcumin	curcumin	NOUN
cana-5125	150	83	)	)	PUNCT
cana-5125	150	84	limit	limit	NOUN
cana-5125	150	85	sugar	sugar	NOUN
cana-5125	150	86	and	and	CCONJ
cana-5125	150	87	refined	refined	ADJ
cana-5125	150	88	carbohydrates	carbohydrate	NOUN
cana-5125	150	89	green	green	ADJ
cana-5125	150	90	tea	tea	NOUN
cana-5125	150	91	(	(	PUNCT
cana-5125	150	92	rich	rich	ADJ
cana-5125	150	93	in	in	ADP
cana-5125	150	94	antioxidants	antioxidant	NOUN
cana-5125	150	95	)	)	PUNCT
cana-5125	150	96	moderate	moderate	ADJ
cana-5125	150	97	alcohol	alcohol	NOUN
cana-5125	150	98	consumption	consumption	NOUN
cana-5125	150	99	(	(	PUNCT
cana-5125	150	100	ideally	ideally	ADV
cana-5125	150	101	avoid	avoid	VERB
cana-5125	150	102	)	)	PUNCT
cana-5125	150	103	regular	regular	ADJ
cana-5125	150	104	physical	physical	ADJ
cana-5125	150	105	activity	activity	NOUN
cana-5125	150	106	(	(	PUNCT
cana-5125	150	107	150	150	NUM
cana-5125	150	108	minutes	minute	NOUN
cana-5125	150	109	of	of	ADP
cana-5125	150	110	moderate	moderate	ADJ
cana-5125	150	111	-	-	PUNCT
cana-5125	150	112	intensity	intensity	NOUN
cana-5125	150	113	exercise	exercise	NOUN
cana-5125	150	114	per	per	ADP
cana-5125	150	115	week	week	NOUN
cana-5125	150	116	)	)	PUNCT
cana-5125	150	117	gradual	gradual	ADJ
cana-5125	150	118	weight	weight	NOUN
cana-5125	150	119	loss	loss	NOUN
cana-5125	150	120	if	if	SCONJ
cana-5125	150	121	overweight	overweight	ADJ
cana-5125	150	122	(	(	PUNCT
cana-5125	150	123	5	5	NUM
cana-5125	150	124	-	-	SYM
cana-5125	150	125	10	10	NUM
cana-5125	150	126	%	%	NOUN
cana-5125	150	127	of	of	ADP
cana-5125	150	128	body	body	NOUN
cana-5125	150	129	weight	weight	NOUN
cana-5125	150	130	reduction	reduction	NOUN
cana-5125	150	131	)	)	PUNCT
cana-5125	150	132	grade	grade	NOUN
cana-5125	150	133	2	2	NUM
cana-5125	150	134	(	(	PUNCT
cana-5125	150	135	34	34	NUM
cana-5125	150	136	-	-	SYM
cana-5125	150	137	66	66	NUM
cana-5125	150	138	%	%	NOUN
cana-5125	150	139	):	):	PUNCT
cana-5125	150	140	nonalcoholic	nonalcoholic	PROPN
cana-5125	150	141	steatohepatitis	steatohepatitis	PROPN
cana-5125	150	142	(	(	PUNCT
cana-5125	150	143	nash	nash	PROPN
cana-5125	150	144	)	)	PUNCT
cana-5125	150	145	(	(	PUNCT
cana-5125	150	146	orange	orange	PROPN
cana-5125	150	147	bar	bar	NOUN
cana-5125	150	148	in	in	ADP
cana-5125	150	149	figure	figure	NOUN
cana-5125	150	150	4	4	NUM
cana-5125	150	151	)	)	PUNCT
cana-5125	150	152	intensive	intensive	ADJ
cana-5125	150	153	dietary	dietary	ADJ
cana-5125	150	154	adjustments	adjustment	NOUN
cana-5125	150	155	(	(	PUNCT
cana-5125	150	156	consult	consult	VERB
cana-5125	150	157	a	a	DET
cana-5125	150	158	dietitian	dietitian	NOUN
cana-5125	150	159	)	)	PUNCT
cana-5125	150	160	medications	medication	NOUN
cana-5125	150	161	(	(	PUNCT
cana-5125	150	162	e.g.	e.g.	ADV
cana-5125	150	163	,	,	PUNCT
cana-5125	150	164	vitamin	vitamin	NOUN
cana-5125	150	165	e	e	NOUN
cana-5125	150	166	,	,	PUNCT
cana-5125	150	167	pioglitazone	pioglitazone	NOUN
cana-5125	150	168	;	;	PUNCT
cana-5125	150	169	under	under	ADP
cana-5125	150	170	medical	medical	ADJ
cana-5125	150	171	supervision	supervision	NOUN
cana-5125	150	172	)	)	PUNCT
cana-5125	150	173	omega-3	omega-3	NUM
cana-5125	150	174	fatty	fatty	NOUN
cana-5125	150	175	acids	acid	NOUN
cana-5125	150	176	anti	anti	ADJ
cana-5125	150	177	-	-	ADJ
cana-5125	150	178	inflammatory	inflammatory	ADJ
cana-5125	150	179	foods	food	NOUN
cana-5125	150	180	(	(	PUNCT
cana-5125	150	181	fatty	fatty	NOUN
cana-5125	150	182	fish	fish	NOUN
cana-5125	150	183	,	,	PUNCT
cana-5125	150	184	leafy	leafy	ADJ
cana-5125	150	185	greens	green	NOUN
cana-5125	150	186	,	,	PUNCT
cana-5125	150	187	nuts	nut	NOUN
cana-5125	150	188	)	)	PUNCT
cana-5125	150	189	supplements	supplement	NOUN
cana-5125	150	190	(	(	PUNCT
cana-5125	150	191	e.g.	e.g.	ADV
cana-5125	150	192	,	,	PUNCT
cana-5125	150	193	omega-3	omega-3	NUM
cana-5125	150	194	fatty	fatty	NOUN
cana-5125	150	195	acids	acid	NOUN
cana-5125	150	196	,	,	PUNCT
cana-5125	150	197	antioxidants	antioxidant	NOUN
cana-5125	150	198	;	;	PUNCT
cana-5125	150	199	under	under	ADP
cana-5125	150	200	medical	medical	ADJ
cana-5125	150	201	supervision	supervision	NOUN
cana-5125	150	202	)	)	PUNCT
cana-5125	150	203	regular	regular	ADJ
cana-5125	150	204	monitoring	monitoring	NOUN
cana-5125	150	205	with	with	ADP
cana-5125	150	206	the	the	DET
cana-5125	150	207	healthcare	healthcare	NOUN
cana-5125	150	208	provider	provider	NOUN
cana-5125	150	209	grade	grade	NOUN
cana-5125	150	210	3	3	NUM
cana-5125	150	211	(	(	PUNCT
cana-5125	150	212	>	>	SYM
cana-5125	150	213	66	66	NUM
cana-5125	150	214	%	%	NOUN
cana-5125	150	215	):	):	PUNCT
cana-5125	150	216	severe	severe	ADJ
cana-5125	150	217	steatosis	steatosis	NOUN
cana-5125	150	218	(	(	PUNCT
cana-5125	150	219	advanced	advanced	ADJ
cana-5125	150	220	fibrosis	fibrosis	NOUN
cana-5125	150	221	or	or	CCONJ
cana-5125	150	222	cirrhosis	cirrhosis	NOUN
cana-5125	150	223	)	)	PUNCT
cana-5125	150	224	(	(	PUNCT
cana-5125	150	225	red	red	ADJ
cana-5125	150	226	advanced	advanced	ADJ
cana-5125	150	227	dietary	dietary	ADJ
cana-5125	150	228	management	management	NOUN
cana-5125	150	229	(	(	PUNCT
cana-5125	150	230	possible	possible	ADJ
cana-5125	150	231	protein	protein	NOUN
cana-5125	150	232	intake	intake	NOUN
cana-5125	150	233	restrictions	restriction	NOUN
cana-5125	150	234	)	)	PUNCT
cana-5125	150	235	close	close	ADJ
cana-5125	150	236	medical	medical	ADJ
cana-5125	150	237	supervision	supervision	NOUN
cana-5125	150	238	(	(	PUNCT
cana-5125	150	239	regular	regular	ADJ
cana-5125	150	240	consultations	consultation	NOUN
cana-5125	150	241	with	with	ADP
cana-5125	150	242	hepatologist	hepatologist	NOUN
cana-5125	150	243	)	)	PUNCT
cana-5125	150	244	monitor	monitor	VERB
cana-5125	150	245	for	for	ADP
cana-5125	150	246	malnutrition	malnutrition	NOUN
cana-5125	150	247	and	and	CCONJ
cana-5125	150	248	ensure	ensure	VERB
cana-5125	150	249	adequate	adequate	ADJ
cana-5125	150	250	nutrient	nutrient	NOUN
cana-5125	150	251	intake	intake	ADJ
cana-5125	150	252	frequent	frequent	ADJ
cana-5125	150	253	liver	liver	NOUN
cana-5125	150	254	function	function	NOUN
cana-5125	150	255	tests	test	NOUN
cana-5125	150	256	and	and	CCONJ
cana-5125	150	257	imaging	imaging	NOUN
cana-5125	150	258	studies	study	NOUN
cana-5125	150	259	complete	complete	ADJ
cana-5125	150	260	abstinence	abstinence	NOUN
cana-5125	150	261	from	from	ADP
cana-5125	150	262	specific	specific	ADJ
cana-5125	150	263	treatments	treatment	NOUN
cana-5125	150	264	for	for	ADP
cana-5125	150	265	complications	complication	NOUN
cana-5125	150	266	(	(	PUNCT
cana-5125	150	267	e.g.	e.g.	ADV
cana-5125	150	268	,	,	PUNCT
cana-5125	150	269	communications	communication	NOUN
cana-5125	150	270	on	on	ADP
cana-5125	150	271	applied	apply	VERB
cana-5125	150	272	nonlinear	nonlinear	ADJ
cana-5125	150	273	analysis	analysis	NOUN
cana-5125	150	274	issn	issn	NOUN
cana-5125	150	275	:	:	PUNCT
cana-5125	150	276	1074	1074	NUM
cana-5125	150	277	-	-	PUNCT
cana-5125	150	278	133x	133x	NUM
cana-5125	150	279	vol	vol	NOUN
cana-5125	150	280	32	32	NUM
cana-5125	150	281	no	no	NOUN
cana-5125	150	282	.	.	PUNCT
cana-5125	151	1	icmasd	icmasd	NOUN
cana-5125	151	2	(	(	PUNCT
cana-5125	151	3	2025	2025	NUM
cana-5125	151	4	)	)	PUNCT
cana-5125	151	5	999	999	NUM
cana-5125	151	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-5125	151	7	bar	bar	NOUN
cana-5125	151	8	in	in	ADP
cana-5125	151	9	figure	figure	NOUN
cana-5125	151	10	4	4	NUM
cana-5125	151	11	)	)	PUNCT
cana-5125	151	12	alcohol	alcohol	NOUN
cana-5125	151	13	medications	medication	NOUN
cana-5125	151	14	for	for	ADP
cana-5125	151	15	portal	portal	ADJ
cana-5125	151	16	hypertension	hypertension	NOUN
cana-5125	151	17	)	)	PUNCT
cana-5125	151	18	avoid	avoid	VERB
cana-5125	151	19	medications	medication	NOUN
cana-5125	151	20	that	that	PRON
cana-5125	151	21	can	can	AUX
cana-5125	151	22	further	far	ADV
cana-5125	151	23	damage	damage	VERB
cana-5125	151	24	the	the	DET
cana-5125	151	25	liver	liver	NOUN
cana-5125	151	26	liver	liver	NOUN
cana-5125	151	27	transplant	transplant	NOUN
cana-5125	151	28	(	(	PUNCT
cana-5125	151	29	considered	consider	VERB
cana-5125	151	30	in	in	ADP
cana-5125	151	31	end	end	NOUN
cana-5125	151	32	-	-	PUNCT
cana-5125	151	33	stage	stage	NOUN
cana-5125	151	34	liver	liver	NOUN
cana-5125	151	35	disease	disease	NOUN
cana-5125	151	36	)	)	PUNCT
cana-5125	151	37	grade	grade	NOUN
cana-5125	151	38	1	1	NUM
cana-5125	151	39	(	(	PUNCT
cana-5125	151	40	5	5	NUM
cana-5125	151	41	-	-	SYM
cana-5125	151	42	33	33	NUM
cana-5125	151	43	%	%	NOUN
cana-5125	151	44	):	):	PUNCT
cana-5125	151	45	mild	mild	ADJ
cana-5125	151	46	steatosis	steatosis	NOUN
cana-5125	151	47	(	(	PUNCT
cana-5125	151	48	mild	mild	ADJ
cana-5125	151	49	fatty	fatty	NOUN
cana-5125	151	50	liver	liver	NOUN
cana-5125	151	51	)	)	PUNCT
cana-5125	151	52	(	(	PUNCT
cana-5125	151	53	yellow	yellow	ADJ
cana-5125	151	54	bar	bar	NOUN
cana-5125	151	55	in	in	ADP
cana-5125	151	56	figure	figure	NOUN
cana-5125	151	57	.	.	PUNCT
cana-5125	152	1	4	4	NUM
cana-5125	152	2	)	)	PUNCT
cana-5125	152	3	lifestyle	lifestyle	NOUN
cana-5125	152	4	modifications	modification	NOUN
cana-5125	152	5	:	:	PUNCT
cana-5125	152	6	1	1	X
cana-5125	152	7	.	.	X
cana-5125	152	8	dietary	dietary	ADJ
cana-5125	152	9	changes	change	NOUN
cana-5125	152	10	:	:	PUNCT
cana-5125	152	11	o	o	NOUN
cana-5125	152	12	reduce	reduce	VERB
cana-5125	152	13	fat	fat	ADJ
cana-5125	152	14	intake	intake	NOUN
cana-5125	152	15	:	:	PUNCT
cana-5125	152	16	avoid	avoid	VERB
cana-5125	152	17	saturated	saturate	VERB
cana-5125	152	18	fats	fat	NOUN
cana-5125	152	19	and	and	CCONJ
cana-5125	152	20	trans	tran	NOUN
cana-5125	152	21	fats	fat	NOUN
cana-5125	152	22	;	;	PUNCT
cana-5125	152	23	prefer	prefer	VERB
cana-5125	152	24	healthy	healthy	ADJ
cana-5125	152	25	fats	fat	NOUN
cana-5125	152	26	like	like	ADP
cana-5125	152	27	those	those	PRON
cana-5125	152	28	found	find	VERB
cana-5125	152	29	in	in	ADP
cana-5125	152	30	olive	olive	ADJ
cana-5125	152	31	oil	oil	NOUN
cana-5125	152	32	,	,	PUNCT
cana-5125	152	33	avocados	avocado	NOUN
cana-5125	152	34	,	,	PUNCT
cana-5125	152	35	and	and	CCONJ
cana-5125	152	36	nuts	nut	NOUN
cana-5125	152	37	.	.	PUNCT
cana-5125	153	1	o	o	NOUN
cana-5125	153	2	increase	increase	NOUN
cana-5125	153	3	fiber	fiber	NOUN
cana-5125	153	4	:	:	PUNCT
cana-5125	153	5	include	include	VERB
cana-5125	153	6	plenty	plenty	NOUN
cana-5125	153	7	of	of	ADP
cana-5125	153	8	fruits	fruit	NOUN
cana-5125	153	9	,	,	PUNCT
cana-5125	153	10	vegetables	vegetable	NOUN
cana-5125	153	11	,	,	PUNCT
cana-5125	153	12	and	and	CCONJ
cana-5125	153	13	whole	whole	ADJ
cana-5125	153	14	grains	grain	NOUN
cana-5125	153	15	.	.	PUNCT
cana-5125	154	1	o	o	NOUN
cana-5125	154	2	limit	limit	NOUN
cana-5125	154	3	sugar	sugar	NOUN
cana-5125	154	4	and	and	CCONJ
cana-5125	154	5	refined	refined	ADJ
cana-5125	154	6	carbohydrates	carbohydrate	NOUN
cana-5125	154	7	:	:	PUNCT
cana-5125	154	8	reduce	reduce	VERB
cana-5125	154	9	intake	intake	NOUN
cana-5125	154	10	of	of	ADP
cana-5125	154	11	sugary	sugary	ADJ
cana-5125	154	12	beverages	beverage	NOUN
cana-5125	154	13	,	,	PUNCT
cana-5125	154	14	sweets	sweet	NOUN
cana-5125	154	15	,	,	PUNCT
cana-5125	154	16	and	and	CCONJ
cana-5125	154	17	refined	refined	ADJ
cana-5125	154	18	carbs	carb	NOUN
cana-5125	154	19	like	like	ADP
cana-5125	154	20	white	white	ADJ
cana-5125	154	21	bread	bread	NOUN
cana-5125	154	22	and	and	CCONJ
cana-5125	154	23	pasta	pasta	NOUN
cana-5125	154	24	.	.	PUNCT
cana-5125	155	1	o	o	PROPN
cana-5125	155	2	moderate	moderate	ADJ
cana-5125	155	3	alcohol	alcohol	NOUN
cana-5125	155	4	consumption	consumption	NOUN
cana-5125	155	5	:	:	PUNCT
cana-5125	155	6	ideally	ideally	ADV
cana-5125	155	7	,	,	PUNCT
cana-5125	155	8	avoid	avoid	VERB
cana-5125	155	9	alcohol	alcohol	NOUN
cana-5125	155	10	altogether	altogether	ADV
cana-5125	155	11	.	.	PUNCT
cana-5125	156	1	2	2	X
cana-5125	156	2	.	.	X
cana-5125	156	3	exercise	exercise	NOUN
cana-5125	156	4	:	:	PUNCT
cana-5125	156	5	o	o	NOUN
cana-5125	156	6	engage	engage	NOUN
cana-5125	156	7	in	in	ADP
cana-5125	156	8	regular	regular	ADJ
cana-5125	156	9	physical	physical	ADJ
cana-5125	156	10	activity	activity	NOUN
cana-5125	156	11	such	such	ADJ
cana-5125	156	12	as	as	ADP
cana-5125	156	13	brisk	brisk	ADJ
cana-5125	156	14	walking	walking	NOUN
cana-5125	156	15	,	,	PUNCT
cana-5125	156	16	jogging	jogging	NOUN
cana-5125	156	17	,	,	PUNCT
cana-5125	156	18	or	or	CCONJ
cana-5125	156	19	cycling	cycling	NOUN
cana-5125	156	20	.	.	PUNCT
cana-5125	157	1	aim	aim	VERB
cana-5125	157	2	for	for	ADP
cana-5125	157	3	at	at	ADV
cana-5125	157	4	least	least	ADV
cana-5125	157	5	150	150	NUM
cana-5125	157	6	minutes	minute	NOUN
cana-5125	157	7	of	of	ADP
cana-5125	157	8	moderate	moderate	ADJ
cana-5125	157	9	-	-	PUNCT
cana-5125	157	10	intensity	intensity	NOUN
cana-5125	157	11	exercise	exercise	NOUN
cana-5125	157	12	per	per	ADP
cana-5125	157	13	week	week	NOUN
cana-5125	157	14	.	.	PUNCT
cana-5125	158	1	3	3	X
cana-5125	158	2	.	.	X
cana-5125	158	3	weight	weight	NOUN
cana-5125	158	4	management	management	NOUN
cana-5125	158	5	:	:	PUNCT
cana-5125	158	6	o	o	NOUN
cana-5125	158	7	aim	aim	NOUN
cana-5125	158	8	for	for	ADP
cana-5125	158	9	gradual	gradual	ADJ
cana-5125	158	10	weight	weight	NOUN
cana-5125	158	11	loss	loss	NOUN
cana-5125	158	12	if	if	SCONJ
cana-5125	158	13	overweight	overweight	ADJ
cana-5125	158	14	.	.	PUNCT
cana-5125	159	1	a	a	DET
cana-5125	159	2	reduction	reduction	NOUN
cana-5125	159	3	of	of	ADP
cana-5125	159	4	5	5	NUM
cana-5125	159	5	-	-	SYM
cana-5125	159	6	10	10	NUM
cana-5125	159	7	%	%	NOUN
cana-5125	159	8	of	of	ADP
cana-5125	159	9	body	body	NOUN
cana-5125	159	10	weight	weight	NOUN
cana-5125	159	11	can	can	AUX
cana-5125	159	12	significantly	significantly	ADV
cana-5125	159	13	reduce	reduce	VERB
cana-5125	159	14	liver	liver	NOUN
cana-5125	159	15	fat	fat	NOUN
cana-5125	159	16	.	.	PUNCT
cana-5125	160	1	grade	grade	NOUN
cana-5125	160	2	2	2	NUM
cana-5125	160	3	(	(	PUNCT
cana-5125	160	4	34	34	NUM
cana-5125	160	5	-	-	SYM
cana-5125	160	6	66	66	NUM
cana-5125	160	7	%	%	NOUN
cana-5125	160	8	):	):	PUNCT
cana-5125	160	9	nonalcoholic	nonalcoholic	PROPN
cana-5125	160	10	steatohepatitis	steatohepatitis	PROPN
cana-5125	160	11	(	(	PUNCT
cana-5125	160	12	nash	nash	PROPN
cana-5125	160	13	)	)	PUNCT
cana-5125	160	14	(	(	PUNCT
cana-5125	160	15	orange	orange	PROPN
cana-5125	160	16	bar	bar	PROPN
cana-5125	160	17	in	in	ADP
cana-5125	160	18	figure	figure	NOUN
cana-5125	160	19	.	.	PUNCT
cana-5125	161	1	4	4	X
cana-5125	161	2	)	)	PUNCT
cana-5125	161	3	nash	nash	NOUN
cana-5125	161	4	involves	involve	VERB
cana-5125	161	5	inflammation	inflammation	NOUN
cana-5125	161	6	and	and	CCONJ
cana-5125	161	7	liver	liver	NOUN
cana-5125	161	8	cell	cell	NOUN
cana-5125	161	9	damage	damage	NOUN
cana-5125	161	10	,	,	PUNCT
cana-5125	161	11	in	in	ADP
cana-5125	161	12	addition	addition	NOUN
cana-5125	161	13	to	to	ADP
cana-5125	161	14	fat	fat	ADJ
cana-5125	161	15	accumulation	accumulation	NOUN
cana-5125	161	16	.	.	PUNCT
cana-5125	162	1	advanced	advanced	ADJ
cana-5125	162	2	lifestyle	lifestyle	NOUN
cana-5125	162	3	modifications	modification	NOUN
cana-5125	162	4	:	:	PUNCT
cana-5125	163	1	1	1	X
cana-5125	163	2	.	.	X
cana-5125	163	3	intensive	intensive	ADJ
cana-5125	163	4	dietary	dietary	ADJ
cana-5125	163	5	adjustments	adjustment	NOUN
cana-5125	163	6	:	:	PUNCT
cana-5125	163	7	o	o	NOUN
cana-5125	163	8	consider	consider	VERB
cana-5125	163	9	consulting	consult	VERB
cana-5125	163	10	a	a	DET
cana-5125	163	11	dietitian	dietitian	NOUN
cana-5125	163	12	to	to	PART
cana-5125	163	13	create	create	VERB
cana-5125	163	14	a	a	DET
cana-5125	163	15	personalized	personalized	ADJ
cana-5125	163	16	diet	diet	NOUN
cana-5125	163	17	plan	plan	NOUN
cana-5125	163	18	.	.	PUNCT
cana-5125	164	1	o	o	NOUN
cana-5125	164	2	focus	focus	NOUN
cana-5125	164	3	on	on	ADP
cana-5125	164	4	anti	anti	ADJ
cana-5125	164	5	-	-	ADJ
cana-5125	164	6	inflammatory	inflammatory	ADJ
cana-5125	164	7	foods	food	NOUN
cana-5125	164	8	,	,	PUNCT
cana-5125	164	9	such	such	ADJ
cana-5125	164	10	as	as	ADP
cana-5125	164	11	fatty	fatty	NOUN
cana-5125	164	12	fish	fish	NOUN
cana-5125	164	13	(	(	PUNCT
cana-5125	164	14	rich	rich	ADJ
cana-5125	164	15	in	in	ADP
cana-5125	164	16	omega-3	omega-3	NUM
cana-5125	164	17	fatty	fatty	NOUN
cana-5125	164	18	acids	acid	NOUN
cana-5125	164	19	)	)	PUNCT
cana-5125	164	20	,	,	PUNCT
cana-5125	164	21	leafy	leafy	ADJ
cana-5125	164	22	greens	green	NOUN
cana-5125	164	23	,	,	PUNCT
cana-5125	164	24	and	and	CCONJ
cana-5125	164	25	nuts	nut	NOUN
cana-5125	164	26	.	.	PUNCT
cana-5125	165	1	2	2	X
cana-5125	165	2	.	.	X
cana-5125	165	3	regular	regular	ADJ
cana-5125	165	4	monitoring	monitoring	NOUN
cana-5125	165	5	:	:	PUNCT
cana-5125	165	6	o	o	NOUN
cana-5125	165	7	regular	regular	ADJ
cana-5125	165	8	check	check	NOUN
cana-5125	165	9	-	-	PUNCT
cana-5125	165	10	ups	up	NOUN
cana-5125	165	11	with	with	ADP
cana-5125	165	12	a	a	DET
cana-5125	165	13	healthcare	healthcare	NOUN
cana-5125	165	14	provider	provider	NOUN
cana-5125	165	15	to	to	PART
cana-5125	165	16	monitor	monitor	VERB
cana-5125	165	17	liver	liver	NOUN
cana-5125	165	18	function	function	NOUN
cana-5125	165	19	and	and	CCONJ
cana-5125	165	20	progression	progression	NOUN
cana-5125	165	21	of	of	ADP
cana-5125	165	22	the	the	DET
cana-5125	165	23	disease	disease	NOUN
cana-5125	165	24	.	.	PUNCT
cana-5125	166	1	3	3	X
cana-5125	166	2	.	.	X
cana-5125	166	3	medical	medical	ADJ
cana-5125	166	4	interventions	intervention	NOUN
cana-5125	166	5	:	:	PUNCT
cana-5125	166	6	communications	communication	NOUN
cana-5125	166	7	on	on	ADP
cana-5125	166	8	applied	apply	VERB
cana-5125	166	9	nonlinear	nonlinear	ADJ
cana-5125	166	10	analysis	analysis	NOUN
cana-5125	166	11	issn	issn	NOUN
cana-5125	166	12	:	:	PUNCT
cana-5125	166	13	1074	1074	NUM
cana-5125	166	14	-	-	PUNCT
cana-5125	166	15	133x	133x	NUM
cana-5125	166	16	vol	vol	NOUN
cana-5125	166	17	32	32	NUM
cana-5125	166	18	no	no	NOUN
cana-5125	166	19	.	.	PUNCT
cana-5125	167	1	icmasd	icmasd	NOUN
cana-5125	167	2	(	(	PUNCT
cana-5125	167	3	2025	2025	NUM
cana-5125	167	4	)	)	PUNCT
cana-5125	167	5	1000	1000	NUM
cana-5125	167	6	https://internationalpubls.com	https://internationalpubls.com	NUM
cana-5125	167	7	o	o	NOUN
cana-5125	167	8	medications	medication	NOUN
cana-5125	167	9	:	:	PUNCT
cana-5125	167	10	some	some	DET
cana-5125	167	11	medications	medication	NOUN
cana-5125	167	12	,	,	PUNCT
cana-5125	167	13	such	such	ADJ
cana-5125	167	14	as	as	ADP
cana-5125	167	15	vitamin	vitamin	NOUN
cana-5125	167	16	e	e	NOUN
cana-5125	167	17	and	and	CCONJ
cana-5125	167	18	pioglitazone	pioglitazone	NOUN
cana-5125	167	19	,	,	PUNCT
cana-5125	167	20	might	might	AUX
cana-5125	167	21	be	be	AUX
cana-5125	167	22	prescribed	prescribe	VERB
cana-5125	167	23	,	,	PUNCT
cana-5125	167	24	although	although	SCONJ
cana-5125	167	25	their	their	PRON
cana-5125	167	26	use	use	NOUN
cana-5125	167	27	is	be	AUX
cana-5125	167	28	subject	subject	ADJ
cana-5125	167	29	to	to	ADP
cana-5125	167	30	ongoing	ongoing	ADJ
cana-5125	167	31	research	research	NOUN
cana-5125	167	32	and	and	CCONJ
cana-5125	167	33	should	should	AUX
cana-5125	167	34	be	be	AUX
cana-5125	167	35	guided	guide	VERB
cana-5125	167	36	by	by	ADP
cana-5125	167	37	a	a	DET
cana-5125	167	38	healthcare	healthcare	NOUN
cana-5125	167	39	professional	professional	NOUN
cana-5125	167	40	.	.	PUNCT
cana-5125	168	1	o	o	X
cana-5125	168	2	supplements	supplement	NOUN
cana-5125	168	3	:	:	PUNCT
cana-5125	168	4	certain	certain	ADJ
cana-5125	168	5	supplements	supplement	NOUN
cana-5125	168	6	like	like	ADP
cana-5125	168	7	omega-3	omega-3	NUM
cana-5125	168	8	fatty	fatty	NOUN
cana-5125	168	9	acids	acid	NOUN
cana-5125	168	10	and	and	CCONJ
cana-5125	168	11	antioxidants	antioxidant	NOUN
cana-5125	168	12	may	may	AUX
cana-5125	168	13	help	help	VERB
cana-5125	168	14	,	,	PUNCT
cana-5125	168	15	but	but	CCONJ
cana-5125	168	16	they	they	PRON
cana-5125	168	17	should	should	AUX
cana-5125	168	18	be	be	AUX
cana-5125	168	19	taken	take	VERB
cana-5125	168	20	under	under	ADP
cana-5125	168	21	medical	medical	ADJ
cana-5125	168	22	supervision	supervision	NOUN
cana-5125	168	23	.	.	PUNCT
cana-5125	169	1	grade	grade	NOUN
cana-5125	169	2	3	3	NUM
cana-5125	169	3	(	(	PUNCT
cana-5125	169	4	>	>	SYM
cana-5125	169	5	66	66	NUM
cana-5125	169	6	%	%	NOUN
cana-5125	169	7	):	):	PUNCT
cana-5125	169	8	severe	severe	ADJ
cana-5125	169	9	steatosis	steatosis	NOUN
cana-5125	169	10	(	(	PUNCT
cana-5125	169	11	advanced	advanced	ADJ
cana-5125	169	12	fibrosis	fibrosis	NOUN
cana-5125	169	13	or	or	CCONJ
cana-5125	169	14	cirrhosis	cirrhosis	NOUN
cana-5125	169	15	)	)	PUNCT
cana-5125	169	16	(	(	PUNCT
cana-5125	169	17	red	red	ADJ
cana-5125	169	18	bar	bar	NOUN
cana-5125	169	19	in	in	ADP
cana-5125	169	20	figure	figure	NOUN
cana-5125	169	21	.	.	PUNCT
cana-5125	170	1	4	4	X
cana-5125	170	2	)	)	PUNCT
cana-5125	170	3	this	this	DET
cana-5125	170	4	stage	stage	NOUN
cana-5125	170	5	involves	involve	VERB
cana-5125	170	6	significant	significant	ADJ
cana-5125	170	7	liver	liver	NOUN
cana-5125	170	8	damage	damage	NOUN
cana-5125	170	9	and	and	CCONJ
cana-5125	170	10	scarring	scarring	NOUN
cana-5125	170	11	.	.	PUNCT
cana-5125	171	1	medical	medical	ADJ
cana-5125	171	2	and	and	CCONJ
cana-5125	171	3	lifestyle	lifestyle	NOUN
cana-5125	171	4	interventions	intervention	NOUN
cana-5125	171	5	:	:	PUNCT
cana-5125	171	6	1	1	X
cana-5125	171	7	.	.	X
cana-5125	172	1	close	close	ADJ
cana-5125	172	2	medical	medical	ADJ
cana-5125	172	3	supervision	supervision	NOUN
cana-5125	172	4	:	:	PUNCT
cana-5125	172	5	o	o	X
cana-5125	172	6	regular	regular	ADJ
cana-5125	172	7	consultations	consultation	NOUN
cana-5125	172	8	with	with	ADP
cana-5125	172	9	a	a	DET
cana-5125	172	10	hepatologist	hepatologist	NOUN
cana-5125	172	11	or	or	CCONJ
cana-5125	172	12	a	a	DET
cana-5125	172	13	liver	liver	NOUN
cana-5125	172	14	specialist	specialist	NOUN
cana-5125	172	15	.	.	PUNCT
cana-5125	173	1	o	o	X
cana-5125	173	2	frequent	frequent	ADJ
cana-5125	173	3	liver	liver	NOUN
cana-5125	173	4	function	function	NOUN
cana-5125	173	5	tests	test	NOUN
cana-5125	173	6	and	and	CCONJ
cana-5125	173	7	imaging	imaging	NOUN
cana-5125	173	8	studies	study	NOUN
cana-5125	173	9	to	to	PART
cana-5125	173	10	monitor	monitor	VERB
cana-5125	173	11	the	the	DET
cana-5125	173	12	liver	liver	NOUN
cana-5125	173	13	's	's	PART
cana-5125	173	14	condition	condition	NOUN
cana-5125	173	15	.	.	PUNCT
cana-5125	174	1	2	2	X
cana-5125	174	2	.	.	X
cana-5125	174	3	advanced	advanced	ADJ
cana-5125	174	4	dietary	dietary	ADJ
cana-5125	174	5	management	management	NOUN
cana-5125	174	6	:	:	PUNCT
cana-5125	174	7	o	o	NOUN
cana-5125	174	8	possible	possible	ADJ
cana-5125	174	9	restrictions	restriction	NOUN
cana-5125	174	10	on	on	ADP
cana-5125	174	11	protein	protein	NOUN
cana-5125	174	12	intake	intake	NOUN
cana-5125	174	13	if	if	SCONJ
cana-5125	174	14	liver	liver	NOUN
cana-5125	174	15	function	function	NOUN
cana-5125	174	16	is	be	AUX
cana-5125	174	17	severely	severely	ADV
cana-5125	174	18	impaired	impaired	ADJ
cana-5125	174	19	.	.	PUNCT
cana-5125	175	1	o	o	NOUN
cana-5125	175	2	monitoring	monitoring	NOUN
cana-5125	175	3	for	for	ADP
cana-5125	175	4	signs	sign	NOUN
cana-5125	175	5	of	of	ADP
cana-5125	175	6	malnutrition	malnutrition	NOUN
cana-5125	175	7	and	and	CCONJ
cana-5125	175	8	ensuring	ensure	VERB
cana-5125	175	9	adequate	adequate	ADJ
cana-5125	175	10	nutrient	nutrient	NOUN
cana-5125	175	11	intake	intake	NOUN
cana-5125	175	12	.	.	PUNCT
cana-5125	176	1	3	3	X
cana-5125	176	2	.	.	X
cana-5125	176	3	medication	medication	NOUN
cana-5125	176	4	and	and	CCONJ
cana-5125	176	5	treatment	treatment	NOUN
cana-5125	176	6	:	:	PUNCT
cana-5125	176	7	o	o	NOUN
cana-5125	176	8	medications	medication	NOUN
cana-5125	176	9	:	:	PUNCT
cana-5125	176	10	specific	specific	ADJ
cana-5125	176	11	treatments	treatment	NOUN
cana-5125	176	12	targeting	target	VERB
cana-5125	176	13	complications	complication	NOUN
cana-5125	176	14	of	of	ADP
cana-5125	176	15	cirrhosis	cirrhosis	NOUN
cana-5125	176	16	,	,	PUNCT
cana-5125	176	17	such	such	ADJ
cana-5125	176	18	as	as	ADP
cana-5125	176	19	medications	medication	NOUN
cana-5125	176	20	to	to	PART
cana-5125	176	21	reduce	reduce	VERB
cana-5125	176	22	portal	portal	ADJ
cana-5125	176	23	hypertension	hypertension	NOUN
cana-5125	176	24	.	.	PUNCT
cana-5125	177	1	o	o	NOUN
cana-5125	177	2	liver	liver	NOUN
cana-5125	177	3	transplant	transplant	NOUN
cana-5125	177	4	:	:	PUNCT
cana-5125	177	5	in	in	ADP
cana-5125	177	6	cases	case	NOUN
cana-5125	177	7	of	of	ADP
cana-5125	177	8	end	end	NOUN
cana-5125	177	9	-	-	PUNCT
cana-5125	177	10	stage	stage	NOUN
cana-5125	177	11	liver	liver	NOUN
cana-5125	177	12	disease	disease	NOUN
cana-5125	177	13	,	,	PUNCT
cana-5125	177	14	a	a	DET
cana-5125	177	15	liver	liver	NOUN
cana-5125	177	16	transplant	transplant	NOUN
cana-5125	177	17	might	might	AUX
cana-5125	177	18	be	be	AUX
cana-5125	177	19	considered	consider	VERB
cana-5125	177	20	.	.	PUNCT
cana-5125	178	1	4	4	X
cana-5125	178	2	.	.	X
cana-5125	178	3	avoidance	avoidance	NOUN
cana-5125	178	4	of	of	ADP
cana-5125	178	5	hepatotoxins	hepatotoxin	NOUN
cana-5125	178	6	:	:	PUNCT
cana-5125	178	7	o	o	NOUN
cana-5125	178	8	complete	complete	ADJ
cana-5125	178	9	abstinence	abstinence	NOUN
cana-5125	178	10	from	from	ADP
cana-5125	178	11	alcohol	alcohol	NOUN
cana-5125	178	12	.	.	PUNCT
cana-5125	179	1	o	o	X
cana-5125	179	2	avoidance	avoidance	NOUN
cana-5125	179	3	of	of	ADP
cana-5125	179	4	medications	medication	NOUN
cana-5125	179	5	that	that	PRON
cana-5125	179	6	can	can	AUX
cana-5125	179	7	further	far	ADV
cana-5125	179	8	damage	damage	VERB
cana-5125	179	9	the	the	DET
cana-5125	179	10	liver	liver	NOUN
cana-5125	179	11	.	.	PUNCT
cana-5125	180	1	general	general	ADJ
cana-5125	180	2	supplements	supplement	NOUN
cana-5125	180	3	and	and	CCONJ
cana-5125	180	4	natural	natural	ADJ
cana-5125	180	5	remedies	remedy	NOUN
cana-5125	180	6	while	while	SCONJ
cana-5125	180	7	not	not	PART
cana-5125	180	8	substitutes	substitute	VERB
cana-5125	180	9	for	for	ADP
cana-5125	180	10	medical	medical	ADJ
cana-5125	180	11	treatment	treatment	NOUN
cana-5125	180	12	,	,	PUNCT
cana-5125	180	13	some	some	DET
cana-5125	180	14	supplements	supplement	NOUN
cana-5125	180	15	and	and	CCONJ
cana-5125	180	16	natural	natural	ADJ
cana-5125	180	17	remedies	remedy	NOUN
cana-5125	180	18	may	may	AUX
cana-5125	180	19	support	support	VERB
cana-5125	180	20	liver	liver	NOUN
cana-5125	180	21	health	health	NOUN
cana-5125	180	22	:	:	PUNCT
cana-5125	180	23	1	1	X
cana-5125	180	24	.	.	X
cana-5125	180	25	milk	milk	NOUN
cana-5125	180	26	thistle	thistle	NOUN
cana-5125	180	27	:	:	PUNCT
cana-5125	180	28	contains	contain	VERB
cana-5125	180	29	silymarin	silymarin	NOUN
cana-5125	180	30	,	,	PUNCT
cana-5125	180	31	which	which	PRON
cana-5125	180	32	may	may	AUX
cana-5125	180	33	support	support	VERB
cana-5125	180	34	liver	liver	NOUN
cana-5125	180	35	health	health	NOUN
cana-5125	180	36	and	and	CCONJ
cana-5125	180	37	function	function	NOUN
cana-5125	180	38	.	.	PUNCT
cana-5125	181	1	2	2	X
cana-5125	181	2	.	.	X
cana-5125	181	3	turmeric	turmeric	NOUN
cana-5125	181	4	:	:	PUNCT
cana-5125	182	1	curcumin	curcumin	NOUN
cana-5125	182	2	,	,	PUNCT
cana-5125	182	3	the	the	DET
cana-5125	182	4	active	active	ADJ
cana-5125	182	5	ingredient	ingredient	NOUN
cana-5125	182	6	,	,	PUNCT
cana-5125	182	7	has	have	VERB
cana-5125	182	8	anti	anti	ADJ
cana-5125	182	9	-	-	ADJ
cana-5125	182	10	inflammatory	inflammatory	ADJ
cana-5125	182	11	properties	property	NOUN
cana-5125	182	12	that	that	PRON
cana-5125	182	13	may	may	AUX
cana-5125	182	14	benefit	benefit	VERB
cana-5125	182	15	the	the	DET
cana-5125	182	16	liver	liver	NOUN
cana-5125	182	17	.	.	PUNCT
cana-5125	183	1	3	3	X
cana-5125	183	2	.	.	X
cana-5125	183	3	green	green	ADJ
cana-5125	183	4	tea	tea	NOUN
cana-5125	183	5	:	:	PUNCT
cana-5125	183	6	rich	rich	ADJ
cana-5125	183	7	in	in	ADP
cana-5125	183	8	antioxidants	antioxidant	NOUN
cana-5125	183	9	,	,	PUNCT
cana-5125	183	10	which	which	PRON
cana-5125	183	11	may	may	AUX
cana-5125	183	12	help	help	VERB
cana-5125	183	13	reduce	reduce	VERB
cana-5125	183	14	liver	liver	NOUN
cana-5125	183	15	fat	fat	NOUN
cana-5125	183	16	.	.	PUNCT
cana-5125	184	1	final	final	ADJ
cana-5125	184	2	note	note	NOUN
cana-5125	184	3	it	it	PRON
cana-5125	184	4	's	be	AUX
cana-5125	184	5	important	important	ADJ
cana-5125	184	6	to	to	PART
cana-5125	184	7	approach	approach	VERB
cana-5125	184	8	fatty	fatty	NOUN
cana-5125	184	9	liver	liver	NOUN
cana-5125	184	10	disease	disease	NOUN
cana-5125	184	11	with	with	ADP
cana-5125	184	12	a	a	DET
cana-5125	184	13	comprehensive	comprehensive	ADJ
cana-5125	184	14	plan	plan	NOUN
cana-5125	184	15	that	that	PRON
cana-5125	184	16	includes	include	VERB
cana-5125	184	17	lifestyle	lifestyle	NOUN
cana-5125	184	18	changes	change	NOUN
cana-5125	184	19	,	,	PUNCT
cana-5125	184	20	medical	medical	ADJ
cana-5125	184	21	supervision	supervision	NOUN
cana-5125	184	22	,	,	PUNCT
cana-5125	184	23	and	and	CCONJ
cana-5125	184	24	possibly	possibly	ADV
cana-5125	184	25	medication	medication	NOUN
cana-5125	184	26	.	.	PUNCT
cana-5125	185	1	regular	regular	ADJ
cana-5125	185	2	monitoring	monitoring	NOUN
cana-5125	185	3	and	and	CCONJ
cana-5125	185	4	follow	follow	VERB
cana-5125	185	5	-	-	PUNCT
cana-5125	185	6	up	up	NOUN
cana-5125	185	7	with	with	ADP
cana-5125	185	8	healthcare	healthcare	NOUN
cana-5125	185	9	professionals	professional	NOUN
cana-5125	185	10	are	be	AUX
cana-5125	185	11	essential	essential	ADJ
cana-5125	185	12	to	to	PART
cana-5125	185	13	manage	manage	VERB
cana-5125	185	14	the	the	DET
cana-5125	185	15	condition	condition	NOUN
cana-5125	185	16	effectively	effectively	ADV
cana-5125	185	17	and	and	CCONJ
cana-5125	185	18	prevent	prevent	VERB
cana-5125	185	19	progression	progression	NOUN
cana-5125	185	20	.	.	PUNCT
cana-5125	186	1	conclusion	conclusion	NOUN
cana-5125	186	2	communications	communication	NOUN
cana-5125	186	3	on	on	ADP
cana-5125	186	4	applied	apply	VERB
cana-5125	186	5	nonlinear	nonlinear	ADJ
cana-5125	186	6	analysis	analysis	NOUN
cana-5125	186	7	issn	issn	NOUN
cana-5125	186	8	:	:	PUNCT
cana-5125	186	9	1074	1074	NUM
cana-5125	186	10	-	-	PUNCT
cana-5125	186	11	133x	133x	NUM
cana-5125	186	12	vol	vol	NOUN
cana-5125	186	13	32	32	NUM
cana-5125	186	14	no	no	NOUN
cana-5125	186	15	.	.	PUNCT
cana-5125	187	1	icmasd	icmasd	NOUN
cana-5125	187	2	(	(	PUNCT
cana-5125	187	3	2025	2025	NUM
cana-5125	187	4	)	)	PUNCT
cana-5125	187	5	1001	1001	NUM
cana-5125	187	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-5125	188	1	this	this	DET
cana-5125	188	2	study	study	NOUN
cana-5125	188	3	demonstrates	demonstrate	VERB
cana-5125	188	4	the	the	DET
cana-5125	188	5	effectiveness	effectiveness	NOUN
cana-5125	188	6	of	of	ADP
cana-5125	188	7	the	the	DET
cana-5125	188	8	vgg-16	vgg-16	NOUN
cana-5125	188	9	approach	approach	NOUN
cana-5125	188	10	in	in	ADP
cana-5125	188	11	simulating	simulate	VERB
cana-5125	188	12	and	and	CCONJ
cana-5125	188	13	evaluating	evaluate	VERB
cana-5125	188	14	the	the	DET
cana-5125	188	15	efficacy	efficacy	NOUN
cana-5125	188	16	of	of	ADP
cana-5125	188	17	various	various	ADJ
cana-5125	188	18	therapies	therapy	NOUN
cana-5125	188	19	for	for	ADP
cana-5125	188	20	non	non	ADJ
cana-5125	188	21	-	-	ADJ
cana-5125	188	22	alcoholic	alcoholic	ADJ
cana-5125	188	23	fatty	fatty	NOUN
cana-5125	188	24	liver	liver	NOUN
cana-5125	188	25	disease	disease	NOUN
cana-5125	188	26	(	(	PUNCT
cana-5125	188	27	nafld	nafld	ADV
cana-5125	188	28	)	)	PUNCT
cana-5125	188	29	.	.	PUNCT
cana-5125	189	1	using	use	VERB
cana-5125	189	2	the	the	DET
cana-5125	189	3	robust	robust	ADJ
cana-5125	189	4	characteristics	characteristic	NOUN
cana-5125	189	5	of	of	ADP
cana-5125	189	6	the	the	DET
cana-5125	189	7	vgg-16	vgg-16	NOUN
cana-5125	189	8	convolutional	convolutional	ADJ
cana-5125	189	9	neural	neural	ADJ
cana-5125	189	10	network	network	NOUN
cana-5125	189	11	,	,	PUNCT
cana-5125	189	12	this	this	DET
cana-5125	189	13	paper	paper	NOUN
cana-5125	189	14	can	can	AUX
cana-5125	189	15	analyze	analyze	VERB
cana-5125	189	16	and	and	CCONJ
cana-5125	189	17	understand	understand	VERB
cana-5125	189	18	complex	complex	ADJ
cana-5125	189	19	patterns	pattern	NOUN
cana-5125	189	20	seen	see	VERB
cana-5125	189	21	in	in	ADP
cana-5125	189	22	clinical	clinical	ADJ
cana-5125	189	23	and	and	CCONJ
cana-5125	189	24	medical	medical	ADJ
cana-5125	189	25	imaging	imaging	NOUN
cana-5125	189	26	data	datum	NOUN
cana-5125	189	27	with	with	ADP
cana-5125	189	28	remarkable	remarkable	ADJ
cana-5125	189	29	accuracy	accuracy	NOUN
cana-5125	189	30	.	.	PUNCT
cana-5125	190	1	our	our	PRON
cana-5125	190	2	findings	finding	NOUN
cana-5125	190	3	suggest	suggest	VERB
cana-5125	190	4	that	that	SCONJ
cana-5125	190	5	the	the	DET
cana-5125	190	6	vgg-16	vgg-16	NOUN
cana-5125	190	7	model	model	NOUN
cana-5125	190	8	can	can	AUX
cana-5125	190	9	significantly	significantly	ADV
cana-5125	190	10	increase	increase	VERB
cana-5125	190	11	the	the	DET
cana-5125	190	12	anticipated	anticipated	ADJ
cana-5125	190	13	accuracy	accuracy	NOUN
cana-5125	190	14	of	of	ADP
cana-5125	190	15	treatment	treatment	NOUN
cana-5125	190	16	outcomes	outcome	NOUN
cana-5125	190	17	,	,	PUNCT
cana-5125	190	18	enabling	enable	VERB
cana-5125	190	19	nafld	nafld	ADJ
cana-5125	190	20	patients	patient	NOUN
cana-5125	190	21	to	to	PART
cana-5125	190	22	benefit	benefit	VERB
cana-5125	190	23	from	from	ADP
cana-5125	190	24	more	more	ADV
cana-5125	190	25	customized	customized	ADJ
cana-5125	190	26	and	and	CCONJ
cana-5125	190	27	effective	effective	ADJ
cana-5125	190	28	treatment	treatment	NOUN
cana-5125	190	29	regimens	regimen	NOUN
cana-5125	190	30	.	.	PUNCT
cana-5125	191	1	in	in	ADP
cana-5125	191	2	addition	addition	NOUN
cana-5125	191	3	to	to	ADP
cana-5125	191	4	offering	offer	VERB
cana-5125	191	5	early	early	ADJ
cana-5125	191	6	diagnosis	diagnosis	NOUN
cana-5125	191	7	and	and	CCONJ
cana-5125	191	8	management	management	NOUN
cana-5125	191	9	,	,	PUNCT
cana-5125	191	10	the	the	DET
cana-5125	191	11	vgg-16	vgg-16	NOUN
cana-5125	191	12	technique	technique	NOUN
cana-5125	191	13	's	's	PART
cana-5125	191	14	inclusion	inclusion	NOUN
cana-5125	191	15	in	in	ADP
cana-5125	191	16	the	the	DET
cana-5125	191	17	evaluation	evaluation	NOUN
cana-5125	191	18	of	of	ADP
cana-5125	191	19	nafld	nafld	ADJ
cana-5125	191	20	therapies	therapy	NOUN
cana-5125	191	21	gives	give	VERB
cana-5125	191	22	clinicians	clinician	NOUN
cana-5125	191	23	an	an	DET
cana-5125	191	24	effective	effective	ADJ
cana-5125	191	25	tool	tool	NOUN
cana-5125	191	26	for	for	ADP
cana-5125	191	27	customizing	customize	VERB
cana-5125	191	28	therapeutic	therapeutic	ADJ
cana-5125	191	29	regimens	regimen	NOUN
cana-5125	191	30	for	for	ADP
cana-5125	191	31	each	each	DET
cana-5125	191	32	patient	patient	NOUN
cana-5125	191	33	.	.	PUNCT
cana-5125	192	1	this	this	DET
cana-5125	192	2	paper	paper	NOUN
cana-5125	192	3	highlights	highlight	VERB
cana-5125	192	4	the	the	DET
cana-5125	192	5	transformative	transformative	ADJ
cana-5125	192	6	potential	potential	NOUN
cana-5125	192	7	of	of	ADP
cana-5125	192	8	deep	deep	ADJ
cana-5125	192	9	learning	learning	NOUN
cana-5125	192	10	techniques	technique	NOUN
cana-5125	192	11	in	in	ADP
cana-5125	192	12	the	the	DET
cana-5125	192	13	realm	realm	NOUN
cana-5125	192	14	of	of	ADP
cana-5125	192	15	medical	medical	ADJ
cana-5125	192	16	diagnosis	diagnosis	NOUN
cana-5125	192	17	and	and	CCONJ
cana-5125	192	18	therapeutic	therapeutic	ADJ
cana-5125	192	19	optimization	optimization	NOUN
cana-5125	192	20	.	.	PUNCT
cana-5125	193	1	future	future	ADJ
cana-5125	193	2	studies	study	NOUN
cana-5125	193	3	should	should	AUX
cana-5125	193	4	focus	focus	VERB
cana-5125	193	5	on	on	ADP
cana-5125	193	6	expanding	expand	VERB
cana-5125	193	7	the	the	DET
cana-5125	193	8	dataset	dataset	NOUN
cana-5125	193	9	and	and	CCONJ
cana-5125	193	10	include	include	VERB
cana-5125	193	11	additional	additional	ADJ
cana-5125	193	12	parameters	parameter	NOUN
cana-5125	193	13	to	to	PART
cana-5125	193	14	further	far	ADV
cana-5125	193	15	increase	increase	VERB
cana-5125	193	16	the	the	DET
cana-5125	193	17	generalizability	generalizability	NOUN
cana-5125	193	18	of	of	ADP
cana-5125	193	19	the	the	DET
cana-5125	193	20	prediction	prediction	NOUN
cana-5125	193	21	models	model	NOUN
cana-5125	193	22	and	and	CCONJ
cana-5125	193	23	refine	refine	VERB
cana-5125	193	24	them	they	PRON
cana-5125	193	25	even	even	ADV
cana-5125	193	26	more	more	ADV
cana-5125	193	27	.	.	PUNCT
cana-5125	194	1	ultimately	ultimately	ADV
cana-5125	194	2	,	,	PUNCT
cana-5125	194	3	the	the	DET
cana-5125	194	4	results	result	NOUN
cana-5125	194	5	of	of	ADP
cana-5125	194	6	this	this	DET
cana-5125	194	7	study	study	NOUN
cana-5125	194	8	pave	pave	VERB
cana-5125	194	9	the	the	DET
cana-5125	194	10	way	way	NOUN
cana-5125	194	11	for	for	ADP
cana-5125	194	12	more	more	ADV
cana-5125	194	13	precise	precise	ADJ
cana-5125	194	14	and	and	CCONJ
cana-5125	194	15	effective	effective	ADJ
cana-5125	194	16	nafld	nafld	ADJ
cana-5125	194	17	treatment	treatment	NOUN
cana-5125	194	18	,	,	PUNCT
cana-5125	194	19	enhancing	enhance	VERB
cana-5125	194	20	patient	patient	ADJ
cana-5125	194	21	outcomes	outcome	NOUN
cana-5125	194	22	and	and	CCONJ
cana-5125	194	23	advancing	advance	VERB
cana-5125	194	24	the	the	DET
cana-5125	194	25	field	field	NOUN
cana-5125	194	26	of	of	ADP
cana-5125	194	27	hepatology	hepatology	NOUN
cana-5125	194	28	.	.	PUNCT
cana-5125	195	1	6	6	X
cana-5125	195	2	.	.	X
cana-5125	195	3	conflict	conflict	NOUN
cana-5125	195	4	of	of	ADP
cana-5125	195	5	interest	interest	NOUN
cana-5125	195	6	the	the	DET
cana-5125	195	7	authors	author	NOUN
cana-5125	195	8	do	do	AUX
cana-5125	195	9	not	not	PART
cana-5125	195	10	have	have	VERB
cana-5125	195	11	any	any	DET
cana-5125	195	12	conflict	conflict	NOUN
cana-5125	195	13	of	of	ADP
cana-5125	195	14	interest	interest	NOUN
cana-5125	195	15	.	.	PUNCT
cana-5125	196	1	7	7	X
cana-5125	196	2	.	.	X
cana-5125	196	3	funding	fund	VERB
cana-5125	196	4	informationnot	informationnot	ADV
cana-5125	196	5	applicable	applicable	ADJ
cana-5125	196	6	8	8	NUM
cana-5125	196	7	.	.	PUNCT
cana-5125	197	1	author	author	NOUN
cana-5125	197	2	contributionnot	contributionnot	ADV
cana-5125	197	3	applicable	applicable	ADJ
cana-5125	197	4	9	9	NUM
cana-5125	197	5	.	.	PUNCT
cana-5125	198	1	research	research	NOUN
cana-5125	198	2	involving	involve	VERB
cana-5125	198	3	human	human	ADJ
cana-5125	198	4	and	and	CCONJ
cana-5125	198	5	/or	/or	ADV
cana-5125	198	6	animals	animal	NOUN
cana-5125	198	7	not	not	PART
cana-5125	198	8	applicable	applicable	ADJ
cana-5125	198	9	10	10	NUM
cana-5125	198	10	.	.	PUNCT
cana-5125	199	1	informed	inform	VERB
cana-5125	199	2	consentnot	consentnot	ADJ
cana-5125	199	3	applicable	applicable	ADJ
cana-5125	199	4	references	reference	NOUN
cana-5125	199	5	[	[	X
cana-5125	199	6	1	1	NUM
cana-5125	199	7	]	]	X
cana-5125	199	8	guarneros	guarneros	PROPN
cana-5125	199	9	-	-	PUNCT
cana-5125	199	10	nolasco	nolasco	PROPN
cana-5125	199	11	,	,	PUNCT
cana-5125	199	12	l.	l.	PROPN
cana-5125	199	13	r.	r.	PROPN
cana-5125	199	14	,	,	PUNCT
cana-5125	199	15	alor	alor	PROPN
cana-5125	199	16	-	-	PUNCT
cana-5125	199	17	hernández	hernández	PROPN
cana-5125	199	18	,	,	PUNCT
cana-5125	199	19	g.	g.	PROPN
cana-5125	199	20	,	,	PUNCT
cana-5125	199	21	prieto	prieto	NOUN
cana-5125	199	22	-	-	PUNCT
cana-5125	199	23	avalos	avalos	PROPN
cana-5125	199	24	,	,	PUNCT
cana-5125	199	25	g.	g.	PROPN
cana-5125	199	26	,	,	PUNCT
cana-5125	199	27	&	&	CCONJ
cana-5125	199	28	sánchez	sánchez	PROPN
cana-5125	199	29	-	-	PUNCT
cana-5125	199	30	cervantes	cervante	NOUN
cana-5125	199	31	,	,	PUNCT
cana-5125	199	32	j.	j.	PROPN
cana-5125	199	33	l.	l.	PROPN
cana-5125	199	34	(	(	PUNCT
cana-5125	199	35	2023	2023	NUM
cana-5125	199	36	)	)	PUNCT
cana-5125	199	37	.	.	PUNCT
cana-5125	200	1	early	early	ADJ
cana-5125	200	2	identification	identification	NOUN
cana-5125	200	3	of	of	ADP
cana-5125	200	4	risk	risk	NOUN
cana-5125	200	5	factors	factor	NOUN
cana-5125	200	6	in	in	ADP
cana-5125	200	7	non	non	ADJ
cana-5125	200	8	-	-	ADJ
cana-5125	200	9	alcoholic	alcoholic	ADJ
cana-5125	200	10	fatty	fatty	NOUN
cana-5125	200	11	liver	liver	NOUN
cana-5125	200	12	disease	disease	NOUN
cana-5125	200	13	(	(	PUNCT
cana-5125	200	14	nafld	nafld	ADV
cana-5125	200	15	)	)	PUNCT
cana-5125	200	16	using	use	VERB
cana-5125	200	17	machine	machine	NOUN
cana-5125	200	18	learning	learning	NOUN
cana-5125	200	19	.	.	PUNCT
cana-5125	201	1	mathematics	mathematic	NOUN
cana-5125	201	2	,	,	PUNCT
cana-5125	201	3	11(13	11(13	NUM
cana-5125	201	4	)	)	PUNCT
cana-5125	201	5	,	,	PUNCT
cana-5125	201	6	3026	3026	NUM
cana-5125	201	7	.	.	PUNCT
cana-5125	202	1	https://doi.org/10.3390/math11133026	https://doi.org/10.3390/math11133026	PROPN
cana-5125	203	1	[	[	X
cana-5125	203	2	2	2	NUM
cana-5125	203	3	]	]	X
cana-5125	203	4	kwak	kwak	PROPN
cana-5125	203	5	,	,	PUNCT
cana-5125	203	6	m.	m.	NOUN
cana-5125	203	7	s.	s.	PROPN
cana-5125	203	8	,	,	PUNCT
cana-5125	203	9	&	&	CCONJ
cana-5125	203	10	kim	kim	PROPN
cana-5125	203	11	,	,	PUNCT
cana-5125	203	12	d.	d.	PROPN
cana-5125	203	13	(	(	PUNCT
cana-5125	203	14	2018	2018	NUM
cana-5125	203	15	)	)	PUNCT
cana-5125	203	16	.	.	PUNCT
cana-5125	204	1	non	non	ADJ
cana-5125	204	2	-	-	ADJ
cana-5125	204	3	alcoholic	alcoholic	ADJ
cana-5125	204	4	fatty	fatty	NOUN
cana-5125	204	5	liver	liver	NOUN
cana-5125	204	6	disease	disease	NOUN
cana-5125	204	7	and	and	CCONJ
cana-5125	204	8	lifestyle	lifestyle	NOUN
cana-5125	204	9	modifications	modification	NOUN
cana-5125	204	10	,	,	PUNCT
cana-5125	204	11	focusing	focus	VERB
cana-5125	204	12	on	on	ADP
cana-5125	204	13	physical	physical	ADJ
cana-5125	204	14	activity	activity	NOUN
cana-5125	204	15	.	.	PUNCT
cana-5125	205	1	korean	korean	ADJ
cana-5125	205	2	journal	journal	PROPN
cana-5125	205	3	of	of	ADP
cana-5125	205	4	internal	internal	ADJ
cana-5125	205	5	medicine	medicine	NOUN
cana-5125	205	6	,	,	PUNCT
cana-5125	205	7	33	33	NUM
cana-5125	205	8	,	,	PUNCT
cana-5125	205	9	64–74	64–74	NUM
cana-5125	205	10	.	.	PUNCT
cana-5125	206	1	https://doi.org/10.3904/kjim.2018.014	https://doi.org/10.3904/kjim.2018.014	PROPN
cana-5125	207	1	[	[	X
cana-5125	207	2	3	3	NUM
cana-5125	207	3	]	]	X
cana-5125	207	4	younossi	younossi	X
cana-5125	207	5	,	,	PUNCT
cana-5125	207	6	z.	z.	PROPN
cana-5125	207	7	m.	m.	PROPN
cana-5125	207	8	(	(	PUNCT
cana-5125	207	9	2019	2019	NUM
cana-5125	207	10	)	)	PUNCT
cana-5125	207	11	.	.	PUNCT
cana-5125	208	1	non	non	ADJ
cana-5125	208	2	-	-	ADJ
cana-5125	208	3	alcoholic	alcoholic	ADJ
cana-5125	208	4	fatty	fatty	NOUN
cana-5125	208	5	liver	liver	NOUN
cana-5125	208	6	disease	disease	NOUN
cana-5125	208	7	–	–	PUNCT
cana-5125	208	8	a	a	DET
cana-5125	208	9	global	global	ADJ
cana-5125	208	10	public	public	ADJ
cana-5125	208	11	health	health	NOUN
cana-5125	208	12	perspective	perspective	NOUN
cana-5125	208	13	.	.	PUNCT
cana-5125	209	1	journal	journal	PROPN
cana-5125	209	2	of	of	ADP
cana-5125	209	3	hepatology	hepatology	NOUN
cana-5125	209	4	,	,	PUNCT
cana-5125	209	5	70	70	NUM
cana-5125	209	6	,	,	PUNCT
cana-5125	209	7	531–544	531–544	NUM
cana-5125	209	8	.	.	NOUN
cana-5125	210	1	https://doi.org/10.1016/j.jhep.2018.10.033	https://doi.org/10.1016/j.jhep.2018.10.033	NOUN
cana-5125	210	2	[	[	X
cana-5125	210	3	4	4	NUM
cana-5125	210	4	]	]	X
cana-5125	210	5	perdomo	perdomo	NOUN
cana-5125	210	6	,	,	PUNCT
cana-5125	210	7	c.	c.	PROPN
cana-5125	210	8	m.	m.	NOUN
cana-5125	210	9	,	,	PUNCT
cana-5125	210	10	frühbeck	frühbeck	PROPN
cana-5125	210	11	,	,	PUNCT
cana-5125	210	12	g.	g.	PROPN
cana-5125	210	13	,	,	PUNCT
cana-5125	210	14	&	&	CCONJ
cana-5125	210	15	escalada	escalada	PROPN
cana-5125	210	16	,	,	PUNCT
cana-5125	210	17	j.	j.	PROPN
cana-5125	210	18	(	(	PUNCT
cana-5125	210	19	2019	2019	NUM
cana-5125	210	20	)	)	PUNCT
cana-5125	210	21	.	.	PUNCT
cana-5125	211	1	impact	impact	NOUN
cana-5125	211	2	of	of	ADP
cana-5125	211	3	nutritional	nutritional	ADJ
cana-5125	211	4	changes	change	NOUN
cana-5125	211	5	on	on	ADP
cana-5125	211	6	nonalcoholic	nonalcoholic	ADJ
cana-5125	211	7	fatty	fatty	NOUN
cana-5125	211	8	liver	liver	NOUN
cana-5125	211	9	disease	disease	NOUN
cana-5125	211	10	.	.	PUNCT
cana-5125	212	1	nutrients	nutrient	NOUN
cana-5125	212	2	,	,	PUNCT
cana-5125	212	3	11(677	11(677	NUM
cana-5125	212	4	)	)	PUNCT
cana-5125	212	5	.	.	PUNCT
cana-5125	213	1	https://doi.org/10.3390/nu11030677	https://doi.org/10.3390/nu11030677	PRON
cana-5125	214	1	[	[	X
cana-5125	214	2	5	5	NUM
cana-5125	214	3	]	]	X
cana-5125	214	4	musso	musso	PROPN
cana-5125	214	5	,	,	PUNCT
cana-5125	214	6	g.	g.	PROPN
cana-5125	214	7	,	,	PUNCT
cana-5125	214	8	gambino	gambino	PROPN
cana-5125	214	9	,	,	PUNCT
cana-5125	214	10	r.	r.	PROPN
cana-5125	214	11	,	,	PUNCT
cana-5125	214	12	de	de	PROPN
cana-5125	214	13	michieli	michieli	PROPN
cana-5125	214	14	,	,	PUNCT
cana-5125	214	15	f.	f.	PROPN
cana-5125	214	16	,	,	PUNCT
cana-5125	214	17	et	et	PROPN
cana-5125	214	18	al	al	PROPN
cana-5125	214	19	.	.	PUNCT
cana-5125	215	1	(	(	PUNCT
cana-5125	215	2	2003	2003	NUM
cana-5125	215	3	)	)	PUNCT
cana-5125	215	4	.	.	PUNCT
cana-5125	216	1	dietary	dietary	ADJ
cana-5125	216	2	habits	habit	NOUN
cana-5125	216	3	and	and	CCONJ
cana-5125	216	4	their	their	PRON
cana-5125	216	5	relations	relation	NOUN
cana-5125	216	6	to	to	ADP
cana-5125	216	7	insulin	insulin	NOUN
cana-5125	216	8	resistance	resistance	NOUN
cana-5125	216	9	and	and	CCONJ
cana-5125	216	10	postprandial	postprandial	ADJ
cana-5125	216	11	lipemia	lipemia	NOUN
cana-5125	216	12	in	in	ADP
cana-5125	216	13	nonalcoholic	nonalcoholic	PROPN
cana-5125	216	14	steatohepatitis	steatohepatitis	PROPN
cana-5125	216	15	.	.	PUNCT
cana-5125	217	1	hepatology	hepatology	PROPN
cana-5125	217	2	,	,	PUNCT
cana-5125	217	3	37	37	NUM
cana-5125	217	4	,	,	PUNCT
cana-5125	217	5	909–916	909–916	NUM
cana-5125	217	6	.	.	PUNCT
cana-5125	218	1	https://doi.org/10.1053/jhep.2003.50161	https://doi.org/10.1053/jhep.2003.50161	X
cana-5125	218	2	[	[	X
cana-5125	218	3	6	6	NUM
cana-5125	218	4	]	]	PUNCT
cana-5125	218	5	bellentani	bellentani	ADJ
cana-5125	218	6	,	,	PUNCT
cana-5125	218	7	s.	s.	PROPN
cana-5125	218	8	,	,	PUNCT
cana-5125	218	9	scaglioni	scaglioni	NOUN
cana-5125	218	10	,	,	PUNCT
cana-5125	218	11	f.	f.	PROPN
cana-5125	218	12	,	,	PUNCT
cana-5125	218	13	marino	marino	PROPN
cana-5125	218	14	,	,	PUNCT
cana-5125	218	15	m.	m.	NOUN
cana-5125	218	16	,	,	PUNCT
cana-5125	218	17	&	&	CCONJ
cana-5125	218	18	bedogni	bedogni	PROPN
cana-5125	218	19	,	,	PUNCT
cana-5125	218	20	g.	g.	PROPN
cana-5125	218	21	(	(	PUNCT
cana-5125	218	22	2010	2010	NUM
cana-5125	218	23	)	)	PUNCT
cana-5125	218	24	.	.	PUNCT
cana-5125	219	1	epidemiology	epidemiology	NOUN
cana-5125	219	2	of	of	ADP
cana-5125	219	3	non	non	ADJ
cana-5125	219	4	-	-	ADJ
cana-5125	219	5	alcoholic	alcoholic	ADJ
cana-5125	219	6	fatty	fatty	NOUN
cana-5125	219	7	liver	liver	NOUN
cana-5125	219	8	disease	disease	NOUN
cana-5125	219	9	.	.	PUNCT
cana-5125	220	1	digestive	digestive	ADJ
cana-5125	220	2	diseases	disease	NOUN
cana-5125	220	3	,	,	PUNCT
cana-5125	220	4	28(1	28(1	NOUN
cana-5125	220	5	)	)	PUNCT
cana-5125	220	6	,	,	PUNCT
cana-5125	220	7	155–161	155–161	NUM
cana-5125	220	8	.	.	PUNCT
cana-5125	221	1	https://doi.org/10.1159/000282080	https://doi.org/10.1159/000282080	NOUN
cana-5125	222	1	[	[	X
cana-5125	222	2	7	7	NUM
cana-5125	222	3	]	]	X
cana-5125	222	4	anstee	anstee	PROPN
cana-5125	222	5	,	,	PUNCT
cana-5125	222	6	q.	q.	PROPN
cana-5125	222	7	m.	m.	PROPN
cana-5125	222	8	,	,	PUNCT
cana-5125	222	9	targher	targher	NOUN
cana-5125	222	10	,	,	PUNCT
cana-5125	222	11	g.	g.	PROPN
cana-5125	222	12	,	,	PUNCT
cana-5125	222	13	&	&	CCONJ
cana-5125	222	14	day	day	PROPN
cana-5125	222	15	,	,	PUNCT
cana-5125	222	16	c.	c.	PROPN
cana-5125	222	17	p.	p.	PROPN
cana-5125	222	18	(	(	PUNCT
cana-5125	222	19	2013	2013	NUM
cana-5125	222	20	)	)	PUNCT
cana-5125	222	21	.	.	PUNCT
cana-5125	223	1	progression	progression	NOUN
cana-5125	223	2	of	of	ADP
cana-5125	223	3	nafld	nafld	ADV
cana-5125	223	4	to	to	PART
cana-5125	223	5	diabetes	diabetes	VERB
cana-5125	223	6	mellitus	mellitus	NOUN
cana-5125	223	7	,	,	PUNCT
cana-5125	223	8	cardiovascular	cardiovascular	ADJ
cana-5125	223	9	disease	disease	NOUN
cana-5125	223	10	or	or	CCONJ
cana-5125	223	11	cirrhosis	cirrhosis	NOUN
cana-5125	223	12	.	.	PUNCT
cana-5125	224	1	nature	nature	NOUN
cana-5125	224	2	reviews	review	VERB
cana-5125	224	3	gastroenterology	gastroenterology	NOUN
cana-5125	224	4	&	&	CCONJ
cana-5125	224	5	hepatology	hepatology	NOUN
cana-5125	224	6	,	,	PUNCT
cana-5125	224	7	10(6	10(6	NOUN
cana-5125	224	8	)	)	PUNCT
cana-5125	224	9	,	,	PUNCT
cana-5125	224	10	330	330	NUM
cana-5125	224	11	–	–	PUNCT
cana-5125	224	12	communications	communication	NOUN
cana-5125	224	13	on	on	ADP
cana-5125	224	14	applied	apply	VERB
cana-5125	224	15	nonlinear	nonlinear	ADJ
cana-5125	224	16	analysis	analysis	NOUN
cana-5125	224	17	issn	issn	NOUN
cana-5125	224	18	:	:	PUNCT
cana-5125	224	19	1074	1074	NUM
cana-5125	224	20	-	-	PUNCT
cana-5125	224	21	133x	133x	NUM
cana-5125	224	22	vol	vol	NOUN
cana-5125	224	23	32	32	NUM
cana-5125	224	24	no	no	NOUN
cana-5125	224	25	.	.	PUNCT
cana-5125	225	1	icmasd	icmasd	NOUN
cana-5125	225	2	(	(	PUNCT
cana-5125	225	3	2025	2025	NUM
cana-5125	225	4	)	)	PUNCT
cana-5125	225	5	1002	1002	NUM
cana-5125	225	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-5125	225	7	344	344	NUM
cana-5125	225	8	.	.	PUNCT
cana-5125	226	1	https://doi.org/10.1038/nrgastro.2013.41	https://doi.org/10.1038/nrgastro.2013.41	NOUN
cana-5125	227	1	[	[	X
cana-5125	227	2	8	8	NUM
cana-5125	227	3	]	]	X
cana-5125	227	4	jornayvaz	jornayvaz	NOUN
cana-5125	227	5	,	,	PUNCT
cana-5125	227	6	f.	f.	PROPN
cana-5125	227	7	r.	r.	PROPN
cana-5125	227	8	,	,	PUNCT
cana-5125	227	9	&	&	CCONJ
cana-5125	227	10	shulman	shulman	PROPN
cana-5125	227	11	,	,	PUNCT
cana-5125	227	12	g.	g.	PROPN
cana-5125	227	13	i.	i.	PROPN
cana-5125	227	14	(	(	PUNCT
cana-5125	227	15	2012	2012	NUM
cana-5125	227	16	)	)	PUNCT
cana-5125	227	17	.	.	PUNCT
cana-5125	228	1	diacylglycerol	diacylglycerol	NOUN
cana-5125	228	2	activation	activation	NOUN
cana-5125	228	3	of	of	ADP
cana-5125	228	4	protein	protein	NOUN
cana-5125	228	5	kinase	kinase	PROPN
cana-5125	228	6	cε	cε	PROPN
cana-5125	228	7	and	and	CCONJ
cana-5125	228	8	hepatic	hepatic	ADJ
cana-5125	228	9	insulin	insulin	NOUN
cana-5125	228	10	resistance	resistance	NOUN
cana-5125	228	11	.	.	PUNCT
cana-5125	229	1	cell	cell	NOUN
cana-5125	229	2	metabolism	metabolism	NOUN
cana-5125	229	3	,	,	PUNCT
cana-5125	229	4	15(5	15(5	NUM
cana-5125	229	5	)	)	PUNCT
cana-5125	229	6	,	,	PUNCT
cana-5125	229	7	574–584	574–584	NUM
cana-5125	229	8	.	.	PUNCT
cana-5125	230	1	https://doi.org/10.1016/j.cmet.2012.03.005	https://doi.org/10.1016/j.cmet.2012.03.005	VERB
cana-5125	230	2	[	[	X
cana-5125	230	3	9	9	NUM
cana-5125	230	4	]	]	SYM
cana-5125	230	5	agrawal	agrawal	PROPN
cana-5125	230	6	,	,	PUNCT
cana-5125	230	7	k.	k.	PROPN
cana-5125	230	8	(	(	PUNCT
cana-5125	230	9	2022	2022	NUM
cana-5125	230	10	,	,	PUNCT
cana-5125	230	11	july	july	PROPN
cana-5125	230	12	5	5	NUM
cana-5125	230	13	)	)	PUNCT
cana-5125	230	14	.	.	PUNCT
cana-5125	231	1	fatty	fatty	NOUN
cana-5125	231	2	liver	liver	NOUN
cana-5125	231	3	:	:	PUNCT
cana-5125	231	4	symptoms	symptom	NOUN
cana-5125	231	5	,	,	PUNCT
cana-5125	231	6	grades	grade	NOUN
cana-5125	231	7	,	,	PUNCT
cana-5125	231	8	and	and	CCONJ
cana-5125	231	9	diagnosis	diagnosis	NOUN
cana-5125	231	10	.	.	PUNCT
cana-5125	232	1	icliniq	icliniq	ADJ
cana-5125	232	2	.	.	PUNCT
cana-5125	233	1	[	[	X
cana-5125	233	2	online	online	X
cana-5125	233	3	]	]	X
cana-5125	233	4	.	.	PUNCT
cana-5125	234	1	https://www.icliniq.com/articles/fatty-liver-symptoms-grades-and-diagnosis	https://www.icliniq.com/articles/fatty-liver-symptoms-grades-and-diagnosis	PROPN
cana-5125	234	2	[	[	X
cana-5125	234	3	10	10	NUM
cana-5125	234	4	]	]	X
cana-5125	234	5	ismail	ismail	PROPN
cana-5125	234	6	,	,	PUNCT
cana-5125	234	7	a.	a.	PROPN
cana-5125	234	8	r.	r.	PROPN
cana-5125	234	9	,	,	PUNCT
cana-5125	234	10	nisa	nisa	PROPN
cana-5125	234	11	,	,	PUNCT
cana-5125	234	12	s.	s.	PROPN
cana-5125	234	13	q.	q.	PROPN
cana-5125	234	14	,	,	PUNCT
cana-5125	234	15	shaharuddin	shaharuddin	PROPN
cana-5125	234	16	,	,	PUNCT
cana-5125	234	17	s.	s.	PROPN
cana-5125	234	18	a.	a.	PROPN
cana-5125	234	19	,	,	PUNCT
cana-5125	234	20	masni	masni	PROPN
cana-5125	234	21	,	,	PUNCT
cana-5125	234	22	s.	s.	PROPN
cana-5125	234	23	i.	i.	PROPN
cana-5125	234	24	,	,	PUNCT
cana-5125	234	25	&	&	CCONJ
cana-5125	234	26	amin	amin	PROPN
cana-5125	234	27	,	,	PUNCT
cana-5125	234	28	s.	s.	PROPN
cana-5125	234	29	a.	a.	PROPN
cana-5125	234	30	s.	s.	PROPN
cana-5125	234	31	(	(	PUNCT
cana-5125	234	32	2024	2024	NUM
cana-5125	234	33	)	)	PUNCT
cana-5125	234	34	.	.	PUNCT
cana-5125	235	1	the	the	DET
cana-5125	235	2	utilizing	utilize	VERB
cana-5125	235	3	vgg-16	vgg-16	NOUN
cana-5125	235	4	of	of	ADP
cana-5125	235	5	convolutional	convolutional	ADJ
cana-5125	235	6	neural	neural	ADJ
cana-5125	235	7	network	network	NOUN
cana-5125	235	8	for	for	ADP
cana-5125	235	9	medical	medical	ADJ
cana-5125	235	10	image	image	NOUN
cana-5125	235	11	classification	classification	NOUN
cana-5125	235	12	.	.	PUNCT
cana-5125	236	1	international	international	ADJ
cana-5125	236	2	journal	journal	PROPN
cana-5125	236	3	on	on	ADP
cana-5125	236	4	perceptive	perceptive	ADJ
cana-5125	236	5	and	and	CCONJ
cana-5125	236	6	cognitive	cognitive	ADJ
cana-5125	236	7	computing	computing	NOUN
cana-5125	236	8	,	,	PUNCT
cana-5125	236	9	10(1	10(1	NUM
cana-5125	236	10	)	)	PUNCT
cana-5125	236	11	,	,	PUNCT
cana-5125	236	12	113–118	113–118	NUM
cana-5125	236	13	.	.	PUNCT
cana-5125	236	14	https://doi.org/10.31436/ijpcc.v10i1.1234	https://doi.org/10.31436/ijpcc.v10i1.1234	X
cana-5125	237	1	[	[	X
cana-5125	237	2	11	11	NUM
cana-5125	237	3	]	]	PUNCT
cana-5125	237	4	litjens	litjen	NOUN
cana-5125	237	5	,	,	PUNCT
cana-5125	237	6	g.	g.	PROPN
cana-5125	237	7	j.	j.	PROPN
cana-5125	237	8	s.	s.	PROPN
cana-5125	237	9	,	,	PUNCT
cana-5125	237	10	kooi	kooi	PROPN
cana-5125	237	11	,	,	PUNCT
cana-5125	237	12	t.	t.	PROPN
cana-5125	237	13	,	,	PUNCT
cana-5125	237	14	bejnordi	bejnordi	PROPN
cana-5125	237	15	,	,	PUNCT
cana-5125	237	16	b.	b.	PROPN
cana-5125	237	17	e.	e.	PROPN
cana-5125	237	18	,	,	PUNCT
cana-5125	237	19	setio	setio	PROPN
cana-5125	237	20	,	,	PUNCT
cana-5125	237	21	a.	a.	PROPN
cana-5125	237	22	a.	a.	NOUN
cana-5125	237	23	a.	a.	PROPN
cana-5125	237	24	,	,	PUNCT
cana-5125	237	25	ciompi	ciompi	PROPN
cana-5125	237	26	,	,	PUNCT
cana-5125	237	27	f.	f.	PROPN
cana-5125	237	28	,	,	PUNCT
cana-5125	237	29	ghafoorian	ghafoorian	PROPN
cana-5125	237	30	,	,	PUNCT
cana-5125	237	31	m.	m.	NOUN
cana-5125	237	32	,	,	PUNCT
cana-5125	237	33	van	van	PROPN
cana-5125	237	34	der	der	PROPN
cana-5125	237	35	laak	laak	PROPN
cana-5125	237	36	,	,	PUNCT
cana-5125	237	37	j.	j.	PROPN
cana-5125	237	38	a.	a.	PROPN
cana-5125	237	39	w.	w.	PROPN
cana-5125	237	40	m.	m.	PROPN
cana-5125	237	41	,	,	PUNCT
cana-5125	237	42	van	van	PROPN
cana-5125	237	43	ginneken	ginneken	PROPN
cana-5125	237	44	,	,	PUNCT
cana-5125	237	45	b.	b.	PROPN
cana-5125	237	46	,	,	PUNCT
cana-5125	237	47	&	&	CCONJ
cana-5125	237	48	sanchez	sanchez	PROPN
cana-5125	237	49	,	,	PUNCT
cana-5125	237	50	c.	c.	PROPN
cana-5125	237	51	i.	i.	PROPN
cana-5125	237	52	(	(	PUNCT
cana-5125	237	53	2017	2017	NUM
cana-5125	237	54	)	)	PUNCT
cana-5125	237	55	.	.	PUNCT
cana-5125	238	1	a	a	DET
cana-5125	238	2	survey	survey	NOUN
cana-5125	238	3	on	on	ADP
cana-5125	238	4	deep	deep	ADJ
cana-5125	238	5	learning	learning	NOUN
cana-5125	238	6	in	in	ADP
cana-5125	238	7	medical	medical	ADJ
cana-5125	238	8	image	image	NOUN
cana-5125	238	9	analysis	analysis	NOUN
cana-5125	238	10	.	.	PUNCT
cana-5125	239	1	medical	medical	ADJ
cana-5125	239	2	image	image	NOUN
cana-5125	239	3	analysis	analysis	NOUN
cana-5125	239	4	,	,	PUNCT
cana-5125	239	5	42	42	NUM
cana-5125	239	6	,	,	PUNCT
cana-5125	239	7	60–88	60–88	NUM
cana-5125	239	8	.	.	PUNCT
cana-5125	240	1	https://doi.org/10.1016/j.media.2017.07.005	https://doi.org/10.1016/j.media.2017.07.005	PROPN
cana-5125	240	2	[	[	X
cana-5125	240	3	12	12	NUM
cana-5125	240	4	]	]	PUNCT
cana-5125	240	5	clausi	clausi	NOUN
cana-5125	240	6	,	,	PUNCT
cana-5125	240	7	d.	d.	PROPN
cana-5125	240	8	a.	a.	PROPN
cana-5125	240	9	(	(	PUNCT
cana-5125	240	10	2002	2002	NUM
cana-5125	240	11	)	)	PUNCT
cana-5125	240	12	.	.	PUNCT
cana-5125	241	1	an	an	DET
cana-5125	241	2	analysis	analysis	NOUN
cana-5125	241	3	of	of	ADP
cana-5125	241	4	co	co	NOUN
cana-5125	241	5	-	-	ADJ
cana-5125	241	6	occurrence	occurrence	ADJ
cana-5125	241	7	texture	texture	NOUN
cana-5125	241	8	statistics	statistic	NOUN
cana-5125	241	9	as	as	ADP
cana-5125	241	10	a	a	DET
cana-5125	241	11	function	function	NOUN
cana-5125	241	12	of	of	ADP
cana-5125	241	13	grey	grey	ADJ
cana-5125	241	14	level	level	NOUN
cana-5125	241	15	quantization	quantization	NOUN
cana-5125	241	16	.	.	PUNCT
cana-5125	242	1	canadian	canadian	ADJ
cana-5125	242	2	journal	journal	NOUN
cana-5125	242	3	of	of	ADP
cana-5125	242	4	remote	remote	ADJ
cana-5125	242	5	sensing	sensing	NOUN
cana-5125	242	6	,	,	PUNCT
cana-5125	242	7	28	28	NUM
cana-5125	242	8	,	,	PUNCT
cana-5125	242	9	45–62	45–62	NUM
cana-5125	242	10	.	.	PUNCT
cana-5125	242	11	https://doi.org/10.5589/m02-004	https://doi.org/10.5589/m02-004	PROPN
cana-5125	243	1	[	[	X
cana-5125	243	2	13	13	NUM
cana-5125	243	3	]	]	X
cana-5125	243	4	malladi	malladi	NOUN
cana-5125	243	5	,	,	PUNCT
cana-5125	243	6	n.	n.	NOUN
cana-5125	243	7	,	,	PUNCT
cana-5125	243	8	alam	alam	PROPN
cana-5125	243	9	,	,	PUNCT
cana-5125	243	10	m.	m.	NOUN
cana-5125	243	11	j.	j.	PROPN
cana-5125	243	12	,	,	PUNCT
cana-5125	243	13	maulik	maulik	PROPN
cana-5125	243	14	,	,	PUNCT
cana-5125	243	15	s.	s.	PROPN
cana-5125	243	16	k.	k.	PROPN
cana-5125	243	17	,	,	PUNCT
cana-5125	243	18	&	&	CCONJ
cana-5125	243	19	banerjee	banerjee	PROPN
cana-5125	243	20	,	,	PUNCT
cana-5125	243	21	s.	s.	PROPN
cana-5125	243	22	k.	k.	PROPN
cana-5125	243	23	(	(	PUNCT
cana-5125	243	24	2023	2023	NUM
cana-5125	243	25	)	)	PUNCT
cana-5125	243	26	.	.	PUNCT
cana-5125	244	1	the	the	DET
cana-5125	244	2	role	role	NOUN
cana-5125	244	3	of	of	ADP
cana-5125	244	4	platelets	platelet	NOUN
cana-5125	244	5	in	in	ADP
cana-5125	244	6	nonalcoholic	nonalcoholic	ADJ
cana-5125	244	7	fatty	fatty	NOUN
cana-5125	244	8	liver	liver	NOUN
cana-5125	244	9	disease	disease	NOUN
cana-5125	244	10	:	:	PUNCT
cana-5125	244	11	from	from	ADP
cana-5125	244	12	pathophysiology	pathophysiology	NOUN
cana-5125	244	13	to	to	ADP
cana-5125	244	14	therapeutics	therapeutic	NOUN
cana-5125	244	15	.	.	PUNCT
cana-5125	245	1	prostaglandins	prostaglandin	NOUN
cana-5125	245	2	&	&	CCONJ
cana-5125	245	3	other	other	ADJ
cana-5125	245	4	lipid	lipid	NOUN
cana-5125	245	5	mediators	mediator	NOUN
cana-5125	245	6	,	,	PUNCT
cana-5125	245	7	169	169	NUM
cana-5125	245	8	,	,	PUNCT
cana-5125	245	9	106766	106766	NUM
cana-5125	245	10	.	.	PUNCT
cana-5125	246	1	https://doi.org/10.1016/j.prostaglandins.2023.106766	https://doi.org/10.1016/j.prostaglandins.2023.106766	PROPN
cana-5125	246	2	[	[	X
cana-5125	246	3	14	14	NUM
cana-5125	246	4	]	]	X
cana-5125	246	5	younossi	younossi	X
cana-5125	246	6	,	,	PUNCT
cana-5125	246	7	z.	z.	PROPN
cana-5125	246	8	m.	m.	PROPN
cana-5125	246	9	,	,	PUNCT
cana-5125	246	10	zelber	zelber	PROPN
cana-5125	246	11	-	-	PUNCT
cana-5125	246	12	sagi	sagi	PROPN
cana-5125	246	13	,	,	PUNCT
cana-5125	246	14	s.	s.	PROPN
cana-5125	246	15	,	,	PUNCT
cana-5125	246	16	henry	henry	PROPN
cana-5125	246	17	,	,	PUNCT
cana-5125	246	18	l.	l.	PROPN
cana-5125	246	19	,	,	PUNCT
cana-5125	246	20	&	&	CCONJ
cana-5125	246	21	gerber	gerber	PROPN
cana-5125	246	22	,	,	PUNCT
cana-5125	246	23	l.	l.	PROPN
cana-5125	246	24	h.	h.	PROPN
cana-5125	246	25	(	(	PUNCT
cana-5125	246	26	2023	2023	NUM
cana-5125	246	27	)	)	PUNCT
cana-5125	246	28	.	.	PUNCT
cana-5125	247	1	lifestyle	lifestyle	NOUN
cana-5125	247	2	interventions	intervention	NOUN
cana-5125	247	3	in	in	ADP
cana-5125	247	4	nonalcoholic	nonalcoholic	NOUN
cana-5125	247	5	fatty	fatty	NOUN
cana-5125	247	6	liver	liver	NOUN
cana-5125	247	7	disease	disease	NOUN
cana-5125	247	8	.	.	PUNCT
cana-5125	248	1	nature	nature	NOUN
cana-5125	248	2	reviews	review	VERB
cana-5125	248	3	gastroenterology	gastroenterology	NOUN
cana-5125	248	4	&	&	CCONJ
cana-5125	248	5	hepatology	hepatology	NOUN
cana-5125	248	6	,	,	PUNCT
cana-5125	248	7	20(11	20(11	NUM
cana-5125	248	8	)	)	PUNCT
cana-5125	248	9	,	,	PUNCT
cana-5125	248	10	708	708	NUM
cana-5125	248	11	–	–	PUNCT
cana-5125	248	12	722	722	NUM
cana-5125	248	13	.	.	PUNCT
cana-5125	248	14	https://doi.org/10.1038/s41575-023-00789-3	https://doi.org/10.1038/s41575-023-00789-3	NOUN
cana-5125	249	1	[	[	X
cana-5125	249	2	15	15	NUM
cana-5125	249	3	]	]	X
cana-5125	249	4	constantinescu	constantinescu	NOUN
cana-5125	249	5	,	,	PUNCT
cana-5125	249	6	e.	e.	PROPN
cana-5125	249	7	c.	c.	PROPN
cana-5125	249	8	,	,	PUNCT
cana-5125	249	9	et	et	PROPN
cana-5125	249	10	al	al	PROPN
cana-5125	249	11	.	.	PROPN
cana-5125	249	12	(	(	PUNCT
cana-5125	249	13	2021	2021	NUM
cana-5125	249	14	)	)	PUNCT
cana-5125	249	15	.	.	PUNCT
cana-5125	250	1	transfer	transfer	NOUN
cana-5125	250	2	learning	learn	VERB
cana-5125	250	3	with	with	ADP
cana-5125	250	4	pre	pre	ADJ
cana-5125	250	5	-	-	ADJ
cana-5125	250	6	trained	train	VERB
cana-5125	250	7	deep	deep	ADJ
cana-5125	250	8	convolutional	convolutional	ADJ
cana-5125	250	9	neural	neural	ADJ
cana-5125	250	10	networks	network	NOUN
cana-5125	250	11	for	for	ADP
cana-5125	250	12	the	the	DET
cana-5125	250	13	automatic	automatic	ADJ
cana-5125	250	14	assessment	assessment	NOUN
cana-5125	250	15	of	of	ADP
cana-5125	250	16	liver	liver	ADJ
cana-5125	250	17	steatosis	steatosis	NOUN
cana-5125	250	18	in	in	ADP
cana-5125	250	19	ultrasound	ultrasound	NOUN
cana-5125	250	20	images	image	NOUN
cana-5125	250	21	.	.	PUNCT
cana-5125	251	1	medical	medical	ADJ
cana-5125	251	2	ultrasonography	ultrasonography	NOUN
cana-5125	251	3	,	,	PUNCT
cana-5125	251	4	23(2	23(2	NOUN
cana-5125	251	5	)	)	PUNCT
cana-5125	251	6	,	,	PUNCT
cana-5125	251	7	135–139	135–139	NUM
cana-5125	251	8	.	.	PUNCT
cana-5125	252	1	https://doi.org/10.11152/mu-2746	https://doi.org/10.11152/mu-2746	PROPN
cana-5125	253	1	[	[	X
cana-5125	253	2	16	16	NUM
cana-5125	253	3	]	]	PUNCT
cana-5125	253	4	s.	s.	PROPN
cana-5125	253	5	l.	l.	PROPN
cana-5125	253	6	,	,	PUNCT
cana-5125	253	7	et	et	PROPN
cana-5125	253	8	al	al	PROPN
cana-5125	253	9	.	.	PROPN
cana-5125	254	1	(	(	PUNCT
cana-5125	254	2	2019	2019	NUM
cana-5125	254	3	)	)	PUNCT
cana-5125	254	4	.	.	PUNCT
cana-5125	255	1	impact	impact	NOUN
cana-5125	255	2	of	of	ADP
cana-5125	255	3	high	high	ADJ
cana-5125	255	4	-	-	PUNCT
cana-5125	255	5	fat	fat	NOUN
cana-5125	255	6	diets	diet	NOUN
cana-5125	255	7	on	on	ADP
cana-5125	255	8	liver	liver	NOUN
cana-5125	255	9	fat	fat	ADJ
cana-5125	255	10	accumulation	accumulation	NOUN
cana-5125	255	11	and	and	CCONJ
cana-5125	255	12	the	the	DET
cana-5125	255	13	pathogenesis	pathogenesis	NOUN
cana-5125	255	14	of	of	ADP
cana-5125	255	15	steatosis	steatosis	NOUN
cana-5125	255	16	.	.	PUNCT
cana-5125	256	1	journal	journal	PROPN
cana-5125	256	2	of	of	ADP
cana-5125	256	3	hepatology	hepatology	NOUN
cana-5125	256	4	,	,	PUNCT
cana-5125	256	5	70(4	70(4	NUM
cana-5125	256	6	)	)	PUNCT
cana-5125	256	7	,	,	PUNCT
cana-5125	256	8	777–788	777–788	NUM
cana-5125	256	9	.	.	PUNCT
cana-5125	257	1	https://doi.org/10.1016/j.jhep.2018.11.014	https://doi.org/10.1016/j.jhep.2018.11.014	PROPN
cana-5125	258	1	[	[	X
cana-5125	258	2	17	17	NUM
cana-5125	258	3	]	]	PUNCT
cana-5125	258	4	m.	m.	NOUN
cana-5125	258	5	k.	k.	PROPN
cana-5125	258	6	,	,	PUNCT
cana-5125	258	7	et	et	PROPN
cana-5125	258	8	al	al	PROPN
cana-5125	258	9	.	.	PROPN
cana-5125	258	10	(	(	PUNCT
cana-5125	258	11	2019	2019	NUM
cana-5125	258	12	)	)	PUNCT
cana-5125	258	13	.	.	PUNCT
cana-5125	259	1	exercise	exercise	VERB
cana-5125	259	2	as	as	ADP
cana-5125	259	3	a	a	DET
cana-5125	259	4	preventive	preventive	ADJ
cana-5125	259	5	measure	measure	NOUN
cana-5125	259	6	for	for	ADP
cana-5125	259	7	non	non	ADJ
cana-5125	259	8	-	-	ADJ
cana-5125	259	9	alcoholic	alcoholic	ADJ
cana-5125	259	10	fatty	fatty	NOUN
cana-5125	259	11	liver	liver	NOUN
cana-5125	259	12	disease	disease	NOUN
cana-5125	259	13	:	:	PUNCT
cana-5125	259	14	a	a	DET
cana-5125	259	15	review	review	NOUN
cana-5125	259	16	.	.	PUNCT
cana-5125	260	1	journal	journal	PROPN
cana-5125	260	2	of	of	ADP
cana-5125	260	3	hepatology	hepatology	NOUN
cana-5125	260	4	,	,	PUNCT
cana-5125	260	5	71(2	71(2	NUM
cana-5125	260	6	)	)	PUNCT
cana-5125	260	7	,	,	PUNCT
cana-5125	260	8	353–364	353–364	NUM
cana-5125	260	9	.	.	PUNCT
cana-5125	261	1	https://doi.org/10.1016/j.jhep.2019.03.011	https://doi.org/10.1016/j.jhep.2019.03.011	PROPN
cana-5125	261	2	[	[	X
cana-5125	261	3	18	18	NUM
cana-5125	261	4	]	]	X
cana-5125	261	5	r.	r.	PROPN
cana-5125	261	6	t.	t.	PROPN
cana-5125	261	7	,	,	PUNCT
cana-5125	261	8	et	et	PROPN
cana-5125	261	9	al	al	PROPN
cana-5125	261	10	.	.	PUNCT
cana-5125	261	11	(	(	PUNCT
cana-5125	261	12	2021	2021	NUM
cana-5125	261	13	)	)	PUNCT
cana-5125	261	14	.	.	PUNCT
cana-5125	262	1	genetic	genetic	ADJ
cana-5125	262	2	and	and	CCONJ
cana-5125	262	3	lifestyle	lifestyle	NOUN
cana-5125	262	4	factors	factor	NOUN
cana-5125	262	5	in	in	ADP
cana-5125	262	6	the	the	DET
cana-5125	262	7	prevention	prevention	NOUN
cana-5125	262	8	of	of	ADP
cana-5125	262	9	non	non	ADJ
cana-5125	262	10	-	-	ADJ
cana-5125	262	11	alcoholic	alcoholic	ADJ
cana-5125	262	12	fatty	fatty	NOUN
cana-5125	262	13	liver	liver	NOUN
cana-5125	262	14	disease	disease	NOUN
cana-5125	262	15	.	.	PUNCT
cana-5125	263	1	hepatology	hepatology	NOUN
cana-5125	263	2	,	,	PUNCT
cana-5125	263	3	73(6	73(6	PROPN
cana-5125	263	4	)	)	PUNCT
cana-5125	263	5	,	,	PUNCT
cana-5125	263	6	2282–2292	2282–2292	NUM
cana-5125	263	7	.	.	PUNCT
cana-5125	264	1	https://doi.org/10.1002/hep.31954	https://doi.org/10.1002/hep.31954	PROPN
cana-5125	265	1	[	[	X
cana-5125	265	2	19	19	NUM
cana-5125	265	3	]	]	PUNCT
cana-5125	265	4	s.	s.	PROPN
cana-5125	265	5	l.	l.	PROPN
cana-5125	265	6	,	,	PUNCT
cana-5125	265	7	et	et	PROPN
cana-5125	265	8	al	al	PROPN
cana-5125	265	9	.	.	PROPN
cana-5125	265	10	(	(	PUNCT
cana-5125	265	11	2021	2021	NUM
cana-5125	265	12	)	)	PUNCT
cana-5125	265	13	.	.	PUNCT
cana-5125	266	1	dietary	dietary	ADJ
cana-5125	266	2	interventions	intervention	NOUN
cana-5125	266	3	for	for	ADP
cana-5125	266	4	the	the	DET
cana-5125	266	5	management	management	NOUN
cana-5125	266	6	of	of	ADP
cana-5125	266	7	non	non	ADJ
cana-5125	266	8	-	-	ADJ
cana-5125	266	9	alcoholic	alcoholic	ADJ
cana-5125	266	10	fatty	fatty	NOUN
cana-5125	266	11	liver	liver	NOUN
cana-5125	266	12	disease	disease	NOUN
cana-5125	266	13	:	:	PUNCT
cana-5125	266	14	a	a	DET
cana-5125	266	15	review	review	NOUN
cana-5125	266	16	.	.	PUNCT
cana-5125	267	1	nutrients	nutrient	NOUN
cana-5125	267	2	,	,	PUNCT
cana-5125	267	3	13(5	13(5	NUM
cana-5125	267	4	)	)	PUNCT
cana-5125	267	5	,	,	PUNCT
cana-5125	267	6	1622	1622	NUM
cana-5125	267	7	.	.	PUNCT
cana-5125	268	1	https://doi.org/10.3390/nu13051622	https://doi.org/10.3390/nu13051622	X
cana-5125	269	1	[	[	X
cana-5125	269	2	20	20	NUM
cana-5125	269	3	]	]	PUNCT
cana-5125	269	4	a.	a.	NOUN
cana-5125	269	5	m.	m.	NOUN
cana-5125	269	6	,	,	PUNCT
cana-5125	269	7	et	et	PROPN
cana-5125	269	8	al	al	PROPN
cana-5125	269	9	.	.	PROPN
cana-5125	269	10	(	(	PUNCT
cana-5125	269	11	2020	2020	NUM
cana-5125	269	12	)	)	PUNCT
cana-5125	269	13	.	.	PUNCT
cana-5125	270	1	pharmacological	pharmacological	ADJ
cana-5125	270	2	treatments	treatment	NOUN
cana-5125	270	3	for	for	ADP
cana-5125	270	4	the	the	DET
cana-5125	270	5	prevention	prevention	NOUN
cana-5125	270	6	of	of	ADP
cana-5125	270	7	non	non	ADJ
cana-5125	270	8	-	-	ADJ
cana-5125	270	9	alcoholic	alcoholic	ADJ
cana-5125	270	10	fatty	fatty	NOUN
cana-5125	270	11	liver	liver	NOUN
cana-5125	270	12	disease	disease	NOUN
cana-5125	270	13	:	:	PUNCT
cana-5125	270	14	an	an	DET
cana-5125	270	15	overview	overview	NOUN
cana-5125	270	16	.	.	PUNCT
cana-5125	271	1	pharmacology	pharmacology	NOUN
cana-5125	271	2	&	&	CCONJ
cana-5125	271	3	therapeutics	therapeutic	NOUN
cana-5125	271	4	,	,	PUNCT
cana-5125	271	5	205	205	NUM
cana-5125	271	6	,	,	PUNCT
cana-5125	271	7	107415	107415	NUM
cana-5125	271	8	.	.	PUNCT
cana-5125	272	1	https://doi.org/10.1016/j.pharmthera.2019.107415	https://doi.org/10.1016/j.pharmthera.2019.107415	NOUN
cana-5125	272	2	.	.	PUNCT
cana-5125	273	1	[	[	X
cana-5125	273	2	21]tandon	21]tandon	NUM
cana-5125	273	3	,	,	PUNCT
cana-5125	273	4	r.	r.	PROPN
cana-5125	273	5	,	,	PUNCT
cana-5125	273	6	tandon	tandon	PROPN
cana-5125	273	7	,	,	PUNCT
cana-5125	273	8	n.	n.	NOUN
cana-5125	273	9	,	,	PUNCT
cana-5125	273	10	gupta	gupta	PROPN
cana-5125	273	11	,	,	PUNCT
cana-5125	273	12	n.	n.	NOUN
cana-5125	273	13	,	,	PUNCT
cana-5125	273	14	&	&	CCONJ
cana-5125	273	15	gupta	gupta	PROPN
cana-5125	273	16	,	,	PUNCT
cana-5125	273	17	r.	r.	PROPN
cana-5125	273	18	(	(	PUNCT
cana-5125	273	19	2017	2017	NUM
cana-5125	273	20	)	)	PUNCT
cana-5125	273	21	.	.	PUNCT
cana-5125	274	1	art	art	NOUN
cana-5125	274	2	of	of	ADP
cana-5125	274	3	synthesis	synthesis	NOUN
cana-5125	274	4	of	of	ADP
cana-5125	274	5	desired	desire	VERB
cana-5125	274	6	polymorphs	polymorphs	NOUN
cana-5125	274	7	:	:	PUNCT
cana-5125	274	8	https://doi.org/10.1016/j.pharmthera.2019.107415	https://doi.org/10.1016/j.pharmthera.2019.107415	NOUN
cana-5125	274	9	communications	communication	NOUN
cana-5125	274	10	on	on	ADP
cana-5125	274	11	applied	apply	VERB
cana-5125	274	12	nonlinear	nonlinear	ADJ
cana-5125	274	13	analysis	analysis	NOUN
cana-5125	274	14	issn	issn	NOUN
cana-5125	274	15	:	:	PUNCT
cana-5125	274	16	1074	1074	NUM
cana-5125	274	17	-	-	PUNCT
cana-5125	274	18	133x	133x	NUM
cana-5125	274	19	vol	vol	NOUN
cana-5125	274	20	32	32	NUM
cana-5125	274	21	no	no	NOUN
cana-5125	274	22	.	.	PUNCT
cana-5125	275	1	icmasd	icmasd	NOUN
cana-5125	275	2	(	(	PUNCT
cana-5125	275	3	2025	2025	NUM
cana-5125	275	4	)	)	PUNCT
cana-5125	275	5	1003	1003	NUM
cana-5125	275	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-5125	275	7	a	a	DET
cana-5125	275	8	review	review	NOUN
cana-5125	275	9	.	.	PUNCT
cana-5125	276	1	asian	asian	ADJ
cana-5125	276	2	journal	journal	PROPN
cana-5125	276	3	of	of	ADP
cana-5125	276	4	chemistry	chemistry	NOUN
cana-5125	276	5	,	,	PUNCT
cana-5125	276	6	30(1	30(1	NUM
cana-5125	276	7	)	)	PUNCT
cana-5125	276	8	,	,	PUNCT
cana-5125	276	9	5–14	5–14	PROPN
cana-5125	276	10	.	.	PUNCT
cana-5125	277	1	https://doi.org/10.14233/ajchem.2018.20934	https://doi.org/10.14233/ajchem.2018.20934	PROPN
cana-5125	277	2	[	[	X
cana-5125	277	3	22]n	22]n	NUM
cana-5125	277	4	.	.	PUNCT
cana-5125	278	1	tandon	tandon	PROPN
cana-5125	278	2	,	,	PUNCT
cana-5125	278	3	v.	v.	ADP
cana-5125	278	4	luxami	luxami	NOUN
cana-5125	278	5	,	,	PUNCT
cana-5125	278	6	r.	r.	PROPN
cana-5125	278	7	tandon	tandon	PROPN
cana-5125	278	8	,	,	PUNCT
cana-5125	278	9	k.	k.	PROPN
cana-5125	278	10	paul	paul	PROPN
cana-5125	278	11	(	(	PUNCT
cana-5125	278	12	2020	2020	NUM
cana-5125	278	13	)	)	PUNCT
cana-5125	278	14	,	,	PUNCT
cana-5125	278	15	recent	recent	ADJ
cana-5125	278	16	advances	advance	NOUN
cana-5125	278	17	in	in	ADP
cana-5125	278	18	the	the	DET
cana-5125	278	19	synthesis	synthesis	NOUN
cana-5125	278	20	of	of	ADP
cana-5125	278	21	tamoxifen	tamoxifen	NOUN
cana-5125	278	22	and	and	CCONJ
cana-5125	278	23	analogues	analogue	NOUN
cana-5125	278	24	in	in	ADP
cana-5125	278	25	medicinal	medicinal	ADJ
cana-5125	278	26	chemistry	chemistry	NOUN
cana-5125	278	27	,	,	PUNCT
cana-5125	278	28	asian	asian	ADJ
cana-5125	278	29	j.	j.	PROPN
cana-5125	278	30	org	org	PROPN
cana-5125	278	31	.	.	PUNCT
cana-5125	278	32	chem	chem	PROPN
cana-5125	278	33	.	.	PUNCT
cana-5125	279	1	2020	2020	NUM
cana-5125	279	2	,	,	PUNCT
cana-5125	279	3	9	9	NUM
cana-5125	279	4	,	,	PUNCT
cana-5125	279	5	1432.doi:10.1002	1432.doi:10.1002	NUM
cana-5125	279	6	/	/	SYM
cana-5125	279	7	ajoc.202000308	ajoc.202000308	PROPN
cana-5125	280	1	[	[	X
cana-5125	280	2	23]n	23]n	NUM
cana-5125	280	3	.	.	PUNCT
cana-5125	280	4	tandon	tandon	PROPN
cana-5125	280	5	,	,	PUNCT
cana-5125	280	6	v.	v.	ADP
cana-5125	280	7	luxami	luxami	NOUN
cana-5125	280	8	,	,	PUNCT
cana-5125	280	9	d.	d.	PROPN
cana-5125	280	10	kant	kant	PROPN
cana-5125	280	11	,	,	PUNCT
cana-5125	280	12	r.	r.	PROPN
cana-5125	280	13	tandon	tandon	PROPN
cana-5125	280	14	,	,	PUNCT
cana-5125	280	15	k.	k.	PROPN
cana-5125	280	16	paul	paul	PROPN
cana-5125	280	17	(	(	PUNCT
cana-5125	280	18	2021	2021	NUM
cana-5125	280	19	)	)	PUNCT
cana-5125	280	20	,	,	PUNCT
cana-5125	280	21	current	current	ADJ
cana-5125	280	22	progress	progress	NOUN
cana-5125	280	23	,	,	PUNCT
cana-5125	280	24	challenges	challenge	NOUN
cana-5125	280	25	and	and	CCONJ
cana-5125	280	26	future	future	ADJ
cana-5125	280	27	prospects	prospect	NOUN
cana-5125	280	28	of	of	ADP
cana-5125	280	29	indazoles	indazole	NOUN
cana-5125	280	30	as	as	ADP
cana-5125	280	31	protein	protein	NOUN
cana-5125	280	32	kinase	kinase	NOUN
cana-5125	280	33	inhibitors	inhibitor	NOUN
cana-5125	280	34	for	for	ADP
cana-5125	280	35	the	the	DET
cana-5125	280	36	treatment	treatment	NOUN
cana-5125	280	37	of	of	ADP
cana-5125	280	38	cancer	cancer	NOUN
cana-5125	280	39	,	,	PUNCT
cana-5125	280	40	rsc	rsc	PROPN
cana-5125	280	41	adv	adv	PROPN
cana-5125	280	42	.	.	PROPN
cana-5125	280	43	,	,	PUNCT
cana-5125	280	44	2021,11	2021,11	NOUN
cana-5125	280	45	,	,	PUNCT
cana-5125	280	46	25228	25228	NUM
cana-5125	280	47	-	-	SYM
cana-5125	280	48	25257	25257	NUM
cana-5125	280	49	.	.	PUNCT
cana-5125	281	1	doi	doi	NOUN
cana-5125	281	2	:	:	PUNCT
cana-5125	281	3	10.1039	10.1039	NUM
cana-5125	281	4	/	/	SYM
cana-5125	281	5	d1ra03979b	d1ra03979b	PROPN
cana-5125	281	6	[	[	X
cana-5125	281	7	24]a	24]a	NUM
cana-5125	281	8	.	.	PUNCT
cana-5125	281	9	a.	a.	PROPN
cana-5125	281	10	bhat	bhat	PROPN
cana-5125	281	11	,	,	PUNCT
cana-5125	281	12	n.	n.	PROPN
cana-5125	281	13	tandon	tandon	PROPN
cana-5125	281	14	,	,	PUNCT
cana-5125	281	15	r.	r.	PROPN
cana-5125	281	16	tandon	tandon	PROPN
cana-5125	281	17	(	(	PUNCT
cana-5125	281	18	2022	2022	NUM
cana-5125	281	19	)	)	PUNCT
cana-5125	281	20	,	,	PUNCT
cana-5125	281	21	pyrrolidine	pyrrolidine	ADJ
cana-5125	281	22	derivatives	derivative	NOUN
cana-5125	281	23	as	as	ADP
cana-5125	281	24	anti	anti	ADJ
cana-5125	281	25	-	-	ADJ
cana-5125	281	26	diabetic	diabetic	ADJ
cana-5125	281	27	agents	agent	NOUN
cana-5125	281	28	:	:	PUNCT
cana-5125	281	29	current	current	ADJ
cana-5125	281	30	status	status	NOUN
cana-5125	281	31	and	and	CCONJ
cana-5125	281	32	future	future	ADJ
cana-5125	281	33	prospects	prospect	NOUN
cana-5125	281	34	,	,	PUNCT
cana-5125	281	35	chemistryselect	chemistryselect	NOUN
cana-5125	281	36	2022	2022	NUM
cana-5125	281	37	,	,	PUNCT
cana-5125	281	38	7	7	NUM
cana-5125	281	39	,	,	PUNCT
cana-5125	281	40	e202103757.https://doi.org/10.1002/slct.202103757	e202103757.https://doi.org/10.1002/slct.202103757	PROPN
cana-5125	282	1	[	[	X
cana-5125	282	2	25]s	25]s	NUM
cana-5125	282	3	m	m	PROPN
cana-5125	282	4	patil	patil	PROPN
cana-5125	282	5	,	,	PUNCT
cana-5125	282	6	r	r	NOUN
cana-5125	282	7	tandon	tandon	NOUN
cana-5125	282	8	and	and	CCONJ
cana-5125	282	9	n	n	CCONJ
cana-5125	282	10	tandon	tandon	PROPN
cana-5125	282	11	(	(	PUNCT
cana-5125	282	12	2022	2022	NUM
cana-5125	282	13	)	)	PUNCT
cana-5125	282	14	,	,	PUNCT
cana-5125	282	15	synthesis	synthesis	NOUN
cana-5125	282	16	and	and	CCONJ
cana-5125	282	17	characterization	characterization	NOUN
cana-5125	282	18	of	of	ADP
cana-5125	282	19	fe3o4@sio2@k10	fe3o4@sio2@k10	PROPN
cana-5125	282	20	nps	nps	PROPN
cana-5125	282	21	applicable	applicable	ADJ
cana-5125	282	22	for	for	ADP
cana-5125	282	23	n	n	CCONJ
cana-5125	282	24	-	-	PUNCT
cana-5125	282	25	ter	ter	NOUN
cana-5125	282	26	-	-	PUNCT
cana-5125	282	27	butyloxycarbonylation	butyloxycarbonylation	NOUN
cana-5125	282	28	using	use	VERB
cana-5125	282	29	solvent	solvent	NOUN
cana-5125	282	30	-	-	PUNCT
cana-5125	282	31	free	free	ADJ
cana-5125	282	32	conditions	condition	NOUN
cana-5125	282	33	,	,	PUNCT
cana-5125	282	34	j.	j.	PROPN
cana-5125	282	35	phys	phys	PROPN
cana-5125	282	36	.	.	PUNCT
cana-5125	282	37	:	:	PUNCT
cana-5125	282	38	conf	conf	PROPN
cana-5125	282	39	.	.	PUNCT
cana-5125	282	40	ser	ser	PROPN
cana-5125	282	41	.	.	PROPN
cana-5125	282	42	2267	2267	NUM
cana-5125	282	43	012107	012107	NUM
cana-5125	282	44	.	.	PUNCT
cana-5125	283	1	doi	doi	PROPN
cana-5125	283	2	10.1088/1742	10.1088/1742	NUM
cana-5125	283	3	-	-	SYM
cana-5125	283	4	6596/2267/1/012107	6596/2267/1/012107	PROPN
cana-5125	284	1	[	[	X
cana-5125	284	2	26]shripad	26]shripad	NUM
cana-5125	284	3	m.	m.	NOUN
cana-5125	284	4	patil	patil	PROPN
cana-5125	284	5	,	,	PUNCT
cana-5125	284	6	runjhun	runjhun	PROPN
cana-5125	284	7	tandon	tandon	PROPN
cana-5125	284	8	,	,	PUNCT
cana-5125	284	9	and	and	CCONJ
cana-5125	284	10	nitin	nitin	PROPN
cana-5125	284	11	tandon	tandon	PROPN
cana-5125	284	12	,	,	PUNCT
cana-5125	284	13	(	(	PUNCT
cana-5125	284	14	2022	2022	NUM
cana-5125	284	15	)	)	PUNCT
cana-5125	284	16	,	,	PUNCT
cana-5125	284	17	magnetically	magnetically	ADV
cana-5125	284	18	recoverable	recoverable	ADJ
cana-5125	284	19	silicadecorated	silicadecorate	VERB
cana-5125	284	20	ferromagnetic	ferromagnetic	ADJ
cana-5125	284	21	-	-	PUNCT
cana-5125	284	22	nanoceria	nanoceria	NOUN
cana-5125	284	23	nanocatalysts	nanocatalyst	NOUN
cana-5125	284	24	and	and	CCONJ
cana-5125	284	25	their	their	PRON
cana-5125	284	26	use	use	NOUN
cana-5125	284	27	with	with	ADP
cana-5125	284	28	oand	oand	NOUN
cana-5125	284	29	nbutyloxycarbonylation	nbutyloxycarbonylation	NOUN
cana-5125	284	30	reaction	reaction	NOUN
cana-5125	284	31	via	via	ADP
cana-5125	284	32	solvent	solvent	NOUN
cana-5125	284	33	-	-	PUNCT
cana-5125	284	34	free	free	ADJ
cana-5125	284	35	condition	condition	NOUN
cana-5125	284	36	,	,	PUNCT
cana-5125	284	37	acs	acs	PROPN
cana-5125	284	38	omega	omega	NOUN
cana-5125	284	39	2022	2022	NUM
cana-5125	284	40	7	7	NUM
cana-5125	284	41	(	(	PUNCT
cana-5125	284	42	28	28	NUM
cana-5125	284	43	)	)	PUNCT
cana-5125	284	44	,	,	PUNCT
cana-5125	284	45	2419024201	2419024201	NUM
cana-5125	284	46	.	.	PUNCT
cana-5125	285	1	https://doi.org/10.1021/acsomega.2c01107	https://doi.org/10.1021/acsomega.2c01107	PROPN
cana-5125	286	1	[	[	X
cana-5125	286	2	27]shripad	27]shripad	NUM
cana-5125	286	3	m.	m.	NOUN
cana-5125	286	4	patil	patil	PROPN
cana-5125	286	5	,	,	PUNCT
cana-5125	286	6	runjhun	runjhun	PROPN
cana-5125	286	7	tandon	tandon	PROPN
cana-5125	286	8	,	,	PUNCT
cana-5125	286	9	and	and	CCONJ
cana-5125	286	10	nitin	nitin	PROPN
cana-5125	286	11	tandon	tandon	PROPN
cana-5125	286	12	(	(	PUNCT
cana-5125	286	13	2023	2023	NUM
cana-5125	286	14	)	)	PUNCT
cana-5125	286	15	,	,	PUNCT
cana-5125	286	16	magnetite	magnetite	NOUN
cana-5125	286	17	-	-	PUNCT
cana-5125	286	18	supported	support	VERB
cana-5125	286	19	montmorillonite	montmorillonite	NOUN
cana-5125	286	20	(	(	PUNCT
cana-5125	286	21	k10	k10	PROPN
cana-5125	286	22	)	)	PUNCT
cana-5125	286	23	(	(	PUNCT
cana-5125	286	24	nanocat	nanocat	ADJ
cana-5125	286	25	-	-	PUNCT
cana-5125	286	26	fe	fe	ADJ
cana-5125	286	27	-	-	PUNCT
cana-5125	286	28	si	si	NOUN
cana-5125	286	29	-	-	ADJ
cana-5125	286	30	k10	k10	NOUN
cana-5125	286	31	):	):	PUNCT
cana-5125	286	32	an	an	DET
cana-5125	286	33	efficient	efficient	ADJ
cana-5125	286	34	green	green	ADJ
cana-5125	286	35	catalyst	catalyst	NOUN
cana-5125	286	36	for	for	ADP
cana-5125	286	37	multicomponent	multicomponent	ADJ
cana-5125	286	38	synthesis	synthesis	NOUN
cana-5125	286	39	of	of	ADP
cana-5125	286	40	amidoalkyl	amidoalkyl	PROPN
cana-5125	286	41	naphthol	naphthol	NOUN
cana-5125	286	42	,	,	PUNCT
cana-5125	286	43	rsc	rsc	PROPN
cana-5125	286	44	adv	adv	PROPN
cana-5125	286	45	.	.	PROPN
cana-5125	286	46	,	,	PUNCT
cana-5125	286	47	2023,13	2023,13	NUM
cana-5125	286	48	,	,	PUNCT
cana-5125	286	49	17051	17051	NUM
cana-5125	286	50	-	-	SYM
cana-5125	286	51	17061	17061	NUM
cana-5125	286	52	,	,	PUNCT
cana-5125	286	53	doi	doi	NOUN
cana-5125	286	54	:	:	PUNCT
cana-5125	286	55	10.1039	10.1039	NUM
cana-5125	286	56	/	/	SYM
cana-5125	286	57	d3ra01522j	d3ra01522j	PROPN
cana-5125	286	58	[	[	X
cana-5125	286	59	28]gurdeep	28]gurdeep	NUM
cana-5125	286	60	kaur	kaur	PROPN
cana-5125	286	61	,	,	PUNCT
cana-5125	286	62	iqubal	iqubal	PROPN
cana-5125	286	63	singh	singh	PROPN
cana-5125	286	64	,	,	PUNCT
cana-5125	286	65	runjhun	runjhun	PROPN
cana-5125	286	66	tandon	tandon	PROPN
cana-5125	286	67	,	,	PUNCT
cana-5125	286	68	nitin	nitin	PROPN
cana-5125	286	69	tandon	tandon	PROPN
cana-5125	286	70	(	(	PUNCT
cana-5125	286	71	2023	2023	NUM
cana-5125	286	72	)	)	PUNCT
cana-5125	286	73	,	,	PUNCT
cana-5125	286	74	recent	recent	ADJ
cana-5125	286	75	advancements	advancement	NOUN
cana-5125	286	76	in	in	ADP
cana-5125	286	77	coumarin	coumarin	NOUN
cana-5125	286	78	based	base	VERB
cana-5125	286	79	colorimetric	colorimetric	ADJ
cana-5125	286	80	and	and	CCONJ
cana-5125	286	81	fluorescent	fluorescent	ADJ
cana-5125	286	82	chemosensors	chemosensor	NOUN
cana-5125	286	83	,	,	PUNCT
cana-5125	286	84	inorganic	inorganic	ADJ
cana-5125	286	85	chemistry	chemistry	NOUN
cana-5125	286	86	communications	communication	NOUN
cana-5125	286	87	,	,	PUNCT
cana-5125	286	88	158	158	NUM
cana-5125	286	89	,	,	PUNCT
cana-5125	286	90	111480	111480	NUM
cana-5125	286	91	,	,	PUNCT
cana-5125	286	92	https://doi.org/10.1016/j.inoche.2023.111480	https://doi.org/10.1016/j.inoche.2023.111480	NOUN
cana-5125	286	93	.	.	PUNCT