id	sid	tid	token	lemma	pos
fcis-29531	1	1	frontiers	frontier	NOUN
fcis-29531	1	2	in	in	ADP
fcis-29531	1	3	computing	computing	NOUN
fcis-29531	1	4	and	and	CCONJ
fcis-29531	1	5	intelligent	intelligent	ADJ
fcis-29531	1	6	systems	system	NOUN
fcis-29531	1	7	issn	issn	VERB
fcis-29531	1	8	:	:	PUNCT
fcis-29531	1	9	2832	2832	NUM
fcis-29531	1	10	-	-	SYM
fcis-29531	1	11	6024	6024	NUM
fcis-29531	1	12	|	|	NOUN
fcis-29531	1	13	vol	vol	NOUN
fcis-29531	1	14	.	.	PROPN
fcis-29531	2	1	11	11	NUM
fcis-29531	2	2	,	,	PUNCT
fcis-29531	2	3	no	no	INTJ
fcis-29531	2	4	.	.	NOUN
fcis-29531	2	5	2	2	NUM
fcis-29531	2	6	,	,	PUNCT
fcis-29531	2	7	2025	2025	NUM
fcis-29531	2	8	16	16	NUM
fcis-29531	2	9	graph	graph	NOUN
fcis-29531	2	10	neural	neural	ADJ
fcis-29531	2	11	network	network	NOUN
fcis-29531	2	12	graph	graph	NOUN
fcis-29531	2	13	embedding	embed	VERB
fcis-29531	2	14	optimization	optimization	NOUN
fcis-29531	2	15	method	method	NOUN
fcis-29531	2	16	for	for	ADP
fcis-29531	2	17	vascular	vascular	ADJ
fcis-29531	2	18	stress	stress	NOUN
fcis-29531	2	19	prediction	prediction	NOUN
fcis-29531	2	20	xin	xin	PROPN
fcis-29531	2	21	yu	yu	PROPN
fcis-29531	2	22	,	,	PUNCT
fcis-29531	2	23	mohan	mohan	PROPN
fcis-29531	2	24	zhang	zhang	PROPN
fcis-29531	2	25	,	,	PUNCT
fcis-29531	2	26	jiayao	jiayao	PROPN
fcis-29531	2	27	li	li	PROPN
fcis-29531	2	28	,	,	PUNCT
fcis-29531	2	29	xinrui	xinrui	PROPN
fcis-29531	2	30	wang	wang	PROPN
fcis-29531	2	31	,	,	PUNCT
fcis-29531	2	32	shumin	shumin	PROPN
fcis-29531	2	33	jin	jin	PROPN
fcis-29531	2	34	,	,	PUNCT
fcis-29531	2	35	qian	qian	PROPN
fcis-29531	2	36	li	li	PROPN
fcis-29531	2	37	huabei	huabei	PROPN
fcis-29531	2	38	university	university	PROPN
fcis-29531	2	39	of	of	ADP
fcis-29531	2	40	technology	technology	NOUN
fcis-29531	2	41	,	,	PUNCT
fcis-29531	2	42	tangshan	tangshan	PROPN
fcis-29531	2	43	,	,	PUNCT
fcis-29531	2	44	hebei	hebei	PROPN
fcis-29531	2	45	,	,	PUNCT
fcis-29531	2	46	063200	063200	NUM
fcis-29531	2	47	,	,	PUNCT
fcis-29531	2	48	china	china	PROPN
fcis-29531	2	49	abstract	abstract	NOUN
fcis-29531	2	50	:	:	PUNCT
fcis-29531	2	51	this	this	DET
fcis-29531	2	52	study	study	NOUN
fcis-29531	2	53	focuses	focus	VERB
fcis-29531	2	54	on	on	ADP
fcis-29531	2	55	the	the	DET
fcis-29531	2	56	accurate	accurate	ADJ
fcis-29531	2	57	prediction	prediction	NOUN
fcis-29531	2	58	of	of	ADP
fcis-29531	2	59	vascular	vascular	ADJ
fcis-29531	2	60	stress	stress	NOUN
fcis-29531	2	61	by	by	ADP
fcis-29531	2	62	using	use	VERB
fcis-29531	2	63	graph	graph	NOUN
fcis-29531	2	64	neural	neural	ADJ
fcis-29531	2	65	network	network	NOUN
fcis-29531	2	66	,	,	PUNCT
fcis-29531	2	67	and	and	CCONJ
fcis-29531	2	68	innovatively	innovatively	ADV
fcis-29531	2	69	proposes	propose	VERB
fcis-29531	2	70	a	a	DET
fcis-29531	2	71	graph	graph	NOUN
fcis-29531	2	72	embedding	embed	VERB
fcis-29531	2	73	method	method	NOUN
fcis-29531	2	74	adapted	adapt	VERB
fcis-29531	2	75	to	to	ADP
fcis-29531	2	76	vascular	vascular	ADJ
fcis-29531	2	77	structure	structure	NOUN
fcis-29531	2	78	.	.	PUNCT
fcis-29531	3	1	by	by	ADP
fcis-29531	3	2	comparing	compare	VERB
fcis-29531	3	3	with	with	ADP
fcis-29531	3	4	the	the	DET
fcis-29531	3	5	traditional	traditional	ADJ
fcis-29531	3	6	finite	finite	ADJ
fcis-29531	3	7	element	element	NOUN
fcis-29531	3	8	vertex	vertex	NOUN
fcis-29531	3	9	diagram	diagram	NOUN
fcis-29531	3	10	representation	representation	NOUN
fcis-29531	3	11	,	,	PUNCT
fcis-29531	3	12	and	and	CCONJ
fcis-29531	3	13	deeply	deeply	ADV
fcis-29531	3	14	analyzing	analyze	VERB
fcis-29531	3	15	various	various	ADJ
fcis-29531	3	16	key	key	ADJ
fcis-29531	3	17	factors	factor	NOUN
fcis-29531	3	18	affecting	affect	VERB
fcis-29531	3	19	vascular	vascular	ADJ
fcis-29531	3	20	stress	stress	NOUN
fcis-29531	3	21	,	,	PUNCT
fcis-29531	3	22	the	the	DET
fcis-29531	3	23	efficiency	efficiency	NOUN
fcis-29531	3	24	and	and	CCONJ
fcis-29531	3	25	accuracy	accuracy	NOUN
fcis-29531	3	26	of	of	ADP
fcis-29531	3	27	this	this	DET
fcis-29531	3	28	method	method	NOUN
fcis-29531	3	29	are	be	AUX
fcis-29531	3	30	fully	fully	ADV
fcis-29531	3	31	verified	verify	VERB
fcis-29531	3	32	,	,	PUNCT
fcis-29531	3	33	which	which	PRON
fcis-29531	3	34	provides	provide	VERB
fcis-29531	3	35	potential	potential	ADJ
fcis-29531	3	36	technical	technical	ADJ
fcis-29531	3	37	support	support	NOUN
fcis-29531	3	38	for	for	ADP
fcis-29531	3	39	vascular	vascular	ADJ
fcis-29531	3	40	mechanics	mechanic	NOUN
fcis-29531	3	41	research	research	NOUN
fcis-29531	3	42	and	and	CCONJ
fcis-29531	3	43	related	related	ADJ
fcis-29531	3	44	disease	disease	NOUN
fcis-29531	3	45	diagnosis	diagnosis	NOUN
fcis-29531	3	46	.	.	PUNCT
fcis-29531	4	1	in	in	ADP
fcis-29531	4	2	biomedical	biomedical	ADJ
fcis-29531	4	3	engineering	engineering	NOUN
fcis-29531	4	4	,	,	PUNCT
fcis-29531	4	5	vascular	vascular	ADJ
fcis-29531	4	6	stress	stress	NOUN
fcis-29531	4	7	analysis	analysis	NOUN
fcis-29531	4	8	is	be	AUX
fcis-29531	4	9	very	very	ADV
fcis-29531	4	10	important	important	ADJ
fcis-29531	4	11	for	for	ADP
fcis-29531	4	12	the	the	DET
fcis-29531	4	13	diagnosis	diagnosis	NOUN
fcis-29531	4	14	and	and	CCONJ
fcis-29531	4	15	treatment	treatment	NOUN
fcis-29531	4	16	of	of	ADP
fcis-29531	4	17	cardiovascular	cardiovascular	ADJ
fcis-29531	4	18	diseases	disease	NOUN
fcis-29531	4	19	.	.	PUNCT
fcis-29531	5	1	although	although	SCONJ
fcis-29531	5	2	the	the	DET
fcis-29531	5	3	traditional	traditional	ADJ
fcis-29531	5	4	finite	finite	ADJ
fcis-29531	5	5	element	element	NOUN
fcis-29531	5	6	analysis	analysis	NOUN
fcis-29531	5	7	is	be	AUX
fcis-29531	5	8	accurate	accurate	ADJ
fcis-29531	5	9	,	,	PUNCT
fcis-29531	5	10	it	it	PRON
fcis-29531	5	11	has	have	VERB
fcis-29531	5	12	high	high	ADJ
fcis-29531	5	13	calculation	calculation	NOUN
fcis-29531	5	14	cost	cost	NOUN
fcis-29531	5	15	and	and	CCONJ
fcis-29531	5	16	poor	poor	ADJ
fcis-29531	5	17	adaptability	adaptability	NOUN
fcis-29531	5	18	in	in	ADP
fcis-29531	5	19	the	the	DET
fcis-29531	5	20	face	face	NOUN
fcis-29531	5	21	of	of	ADP
fcis-29531	5	22	complex	complex	ADJ
fcis-29531	5	23	vascular	vascular	ADJ
fcis-29531	5	24	geometry	geometry	NOUN
fcis-29531	5	25	,	,	PUNCT
fcis-29531	5	26	material	material	NOUN
fcis-29531	5	27	nonlinearity	nonlinearity	NOUN
fcis-29531	5	28	and	and	CCONJ
fcis-29531	5	29	diverse	diverse	ADJ
fcis-29531	5	30	loads	load	NOUN
fcis-29531	5	31	.	.	PUNCT
fcis-29531	6	1	in	in	ADP
fcis-29531	6	2	this	this	DET
fcis-29531	6	3	study	study	NOUN
fcis-29531	6	4	,	,	PUNCT
fcis-29531	6	5	an	an	DET
fcis-29531	6	6	innovative	innovative	ADJ
fcis-29531	6	7	vascular	vascular	ADJ
fcis-29531	6	8	graph	graph	NOUN
fcis-29531	6	9	embedding	embed	VERB
fcis-29531	6	10	method	method	NOUN
fcis-29531	6	11	is	be	AUX
fcis-29531	6	12	proposed	propose	VERB
fcis-29531	6	13	,	,	PUNCT
fcis-29531	6	14	and	and	CCONJ
fcis-29531	6	15	different	different	ADJ
fcis-29531	6	16	segments	segment	NOUN
fcis-29531	6	17	of	of	ADP
fcis-29531	6	18	blood	blood	NOUN
fcis-29531	6	19	vessels	vessel	NOUN
fcis-29531	6	20	are	be	AUX
fcis-29531	6	21	regarded	regard	VERB
fcis-29531	6	22	as	as	ADP
fcis-29531	6	23	vertices	vertex	NOUN
fcis-29531	6	24	to	to	PART
fcis-29531	6	25	build	build	VERB
fcis-29531	6	26	models	model	NOUN
fcis-29531	6	27	,	,	PUNCT
fcis-29531	6	28	which	which	PRON
fcis-29531	6	29	effectively	effectively	ADV
fcis-29531	6	30	reduces	reduce	VERB
fcis-29531	6	31	complexity	complexity	NOUN
fcis-29531	6	32	.	.	PUNCT
fcis-29531	7	1	graphsage	graphsage	NOUN
fcis-29531	7	2	algorithm	algorithm	NOUN
fcis-29531	7	3	is	be	AUX
fcis-29531	7	4	used	use	VERB
fcis-29531	7	5	to	to	PART
fcis-29531	7	6	predict	predict	VERB
fcis-29531	7	7	stress	stress	NOUN
fcis-29531	7	8	,	,	PUNCT
fcis-29531	7	9	and	and	CCONJ
fcis-29531	7	10	compared	compare	VERB
fcis-29531	7	11	with	with	ADP
fcis-29531	7	12	the	the	DET
fcis-29531	7	13	traditional	traditional	ADJ
fcis-29531	7	14	finite	finite	ADJ
fcis-29531	7	15	element	element	NOUN
fcis-29531	7	16	vertex	vertex	NOUN
fcis-29531	7	17	graph	graph	NOUN
fcis-29531	7	18	representation	representation	NOUN
fcis-29531	7	19	,	,	PUNCT
fcis-29531	7	20	research	research	NOUN
fcis-29531	7	21	is	be	AUX
fcis-29531	7	22	carried	carry	VERB
fcis-29531	7	23	out	out	ADP
fcis-29531	7	24	.	.	PUNCT
fcis-29531	8	1	comprehensively	comprehensively	ADV
fcis-29531	8	2	consider	consider	VERB
fcis-29531	8	3	the	the	DET
fcis-29531	8	4	geometric	geometric	ADJ
fcis-29531	8	5	changes	change	NOUN
fcis-29531	8	6	of	of	ADP
fcis-29531	8	7	blood	blood	NOUN
fcis-29531	8	8	vessels	vessel	NOUN
fcis-29531	8	9	,	,	PUNCT
fcis-29531	8	10	curvature	curvature	NOUN
fcis-29531	8	11	,	,	PUNCT
fcis-29531	8	12	uneven	uneven	ADJ
fcis-29531	8	13	pipe	pipe	NOUN
fcis-29531	8	14	diameter	diameter	NOUN
fcis-29531	8	15	and	and	CCONJ
fcis-29531	8	16	branch	branch	NOUN
fcis-29531	8	17	structure	structure	NOUN
fcis-29531	8	18	;	;	PUNCT
fcis-29531	8	19	simulating	simulate	VERB
fcis-29531	8	20	the	the	DET
fcis-29531	8	21	nonlinearity	nonlinearity	NOUN
fcis-29531	8	22	of	of	ADP
fcis-29531	8	23	materials	material	NOUN
fcis-29531	8	24	under	under	ADP
fcis-29531	8	25	physiological	physiological	ADJ
fcis-29531	8	26	and	and	CCONJ
fcis-29531	8	27	pathological	pathological	ADJ
fcis-29531	8	28	conditions	condition	NOUN
fcis-29531	8	29	;	;	PUNCT
fcis-29531	8	30	set	set	VERB
fcis-29531	8	31	boundary	boundary	ADJ
fcis-29531	8	32	conditions	condition	NOUN
fcis-29531	8	33	such	such	ADJ
fcis-29531	8	34	as	as	ADP
fcis-29531	8	35	vascular	vascular	ADJ
fcis-29531	8	36	end	end	NOUN
fcis-29531	8	37	fixation	fixation	NOUN
fcis-29531	8	38	,	,	PUNCT
fcis-29531	8	39	elastic	elastic	ADJ
fcis-29531	8	40	support	support	NOUN
fcis-29531	8	41	and	and	CCONJ
fcis-29531	8	42	freedom	freedom	NOUN
fcis-29531	8	43	;	;	PUNCT
fcis-29531	8	44	covers	cover	VERB
fcis-29531	8	45	uniform	uniform	NOUN
fcis-29531	8	46	,	,	PUNCT
fcis-29531	8	47	concentrated	concentrated	ADJ
fcis-29531	8	48	and	and	CCONJ
fcis-29531	8	49	dynamic	dynamic	ADJ
fcis-29531	8	50	blood	blood	NOUN
fcis-29531	8	51	flow	flow	NOUN
fcis-29531	8	52	loads	load	NOUN
fcis-29531	8	53	.	.	PUNCT
fcis-29531	9	1	experiments	experiment	NOUN
fcis-29531	9	2	show	show	VERB
fcis-29531	9	3	that	that	SCONJ
fcis-29531	9	4	the	the	DET
fcis-29531	9	5	new	new	ADJ
fcis-29531	9	6	method	method	NOUN
fcis-29531	9	7	has	have	VERB
fcis-29531	9	8	obvious	obvious	ADJ
fcis-29531	9	9	advantages	advantage	NOUN
fcis-29531	9	10	,	,	PUNCT
fcis-29531	9	11	the	the	DET
fcis-29531	9	12	memory	memory	NOUN
fcis-29531	9	13	occupation	occupation	NOUN
fcis-29531	9	14	of	of	ADP
fcis-29531	9	15	gpu	gpu	PROPN
fcis-29531	9	16	is	be	AUX
fcis-29531	9	17	reduced	reduce	VERB
fcis-29531	9	18	to	to	ADP
fcis-29531	9	19	about	about	ADV
fcis-29531	9	20	2	2	NUM
fcis-29531	9	21	%	%	NOUN
fcis-29531	9	22	,	,	PUNCT
fcis-29531	9	23	and	and	CCONJ
fcis-29531	9	24	the	the	DET
fcis-29531	9	25	training	training	NOUN
fcis-29531	9	26	time	time	NOUN
fcis-29531	9	27	is	be	AUX
fcis-29531	9	28	reduced	reduce	VERB
fcis-29531	9	29	to	to	ADP
fcis-29531	9	30	4	4	NUM
fcis-29531	9	31	%	%	NOUN
fcis-29531	9	32	.	.	PUNCT
fcis-29531	10	1	its	its	PRON
fcis-29531	10	2	graphsage	graphsage	NOUN
fcis-29531	10	3	model	model	NOUN
fcis-29531	10	4	is	be	AUX
fcis-29531	10	5	accurate	accurate	ADJ
fcis-29531	10	6	in	in	ADP
fcis-29531	10	7	stress	stress	NOUN
fcis-29531	10	8	prediction	prediction	NOUN
fcis-29531	10	9	,	,	PUNCT
fcis-29531	10	10	and	and	CCONJ
fcis-29531	10	11	the	the	DET
fcis-29531	10	12	average	average	ADJ
fcis-29531	10	13	accuracy	accuracy	NOUN
fcis-29531	10	14	of	of	ADP
fcis-29531	10	15	the	the	DET
fcis-29531	10	16	maximum	maximum	PROPN
fcis-29531	10	17	von	von	PROPN
fcis-29531	10	18	mises	mises	PROPN
fcis-29531	10	19	stress	stress	NOUN
fcis-29531	10	20	is	be	AUX
fcis-29531	10	21	92.3	92.3	NUM
fcis-29531	10	22	%	%	NOUN
fcis-29531	10	23	.	.	PUNCT
fcis-29531	11	1	this	this	DET
fcis-29531	11	2	achievement	achievement	NOUN
fcis-29531	11	3	shows	show	VERB
fcis-29531	11	4	the	the	DET
fcis-29531	11	5	potential	potential	NOUN
fcis-29531	11	6	of	of	ADP
fcis-29531	11	7	graph	graph	NOUN
fcis-29531	11	8	neural	neural	ADJ
fcis-29531	11	9	network	network	NOUN
fcis-29531	11	10	and	and	CCONJ
fcis-29531	11	11	new	new	ADJ
fcis-29531	11	12	graph	graph	NOUN
fcis-29531	11	13	embedding	embed	VERB
fcis-29531	11	14	method	method	NOUN
fcis-29531	11	15	in	in	ADP
fcis-29531	11	16	vascular	vascular	ADJ
fcis-29531	11	17	stress	stress	NOUN
fcis-29531	11	18	analysis	analysis	NOUN
fcis-29531	11	19	,	,	PUNCT
fcis-29531	11	20	which	which	PRON
fcis-29531	11	21	can	can	AUX
fcis-29531	11	22	provide	provide	VERB
fcis-29531	11	23	key	key	ADJ
fcis-29531	11	24	support	support	NOUN
fcis-29531	11	25	for	for	ADP
fcis-29531	11	26	the	the	DET
fcis-29531	11	27	research	research	NOUN
fcis-29531	11	28	and	and	CCONJ
fcis-29531	11	29	treatment	treatment	NOUN
fcis-29531	11	30	of	of	ADP
fcis-29531	11	31	vascular	vascular	ADJ
fcis-29531	11	32	diseases	disease	NOUN
fcis-29531	11	33	and	and	CCONJ
fcis-29531	11	34	strongly	strongly	ADV
fcis-29531	11	35	promote	promote	VERB
fcis-29531	11	36	the	the	DET
fcis-29531	11	37	development	development	NOUN
fcis-29531	11	38	of	of	ADP
fcis-29531	11	39	biomechanics	biomechanic	NOUN
fcis-29531	11	40	and	and	CCONJ
fcis-29531	11	41	medical	medical	ADJ
fcis-29531	11	42	engineering	engineering	NOUN
fcis-29531	11	43	.	.	PUNCT
fcis-29531	12	1	keywords	keyword	NOUN
fcis-29531	12	2	:	:	PUNCT
fcis-29531	12	3	graph	graph	VERB
fcis-29531	12	4	neural	neural	ADJ
fcis-29531	12	5	network	network	NOUN
fcis-29531	12	6	;	;	PUNCT
fcis-29531	12	7	prediction	prediction	NOUN
fcis-29531	12	8	of	of	ADP
fcis-29531	12	9	vascular	vascular	ADJ
fcis-29531	12	10	stress	stress	NOUN
fcis-29531	12	11	;	;	PUNCT
fcis-29531	12	12	graph	graph	NOUN
fcis-29531	12	13	embedding	embed	VERB
fcis-29531	12	14	;	;	PUNCT
fcis-29531	12	15	reduced	reduce	VERB
fcis-29531	12	16	order	order	NOUN
fcis-29531	12	17	model	model	NOUN
fcis-29531	12	18	.	.	PUNCT
fcis-29531	13	1	1	1	X
fcis-29531	13	2	.	.	X
fcis-29531	13	3	introduction	introduction	NOUN
fcis-29531	13	4	blood	blood	NOUN
fcis-29531	13	5	vessels	vessel	NOUN
fcis-29531	13	6	play	play	VERB
fcis-29531	13	7	a	a	DET
fcis-29531	13	8	core	core	ADJ
fcis-29531	13	9	role	role	NOUN
fcis-29531	13	10	in	in	ADP
fcis-29531	13	11	human	human	ADJ
fcis-29531	13	12	physiological	physiological	ADJ
fcis-29531	13	13	functions	function	NOUN
fcis-29531	13	14	,	,	PUNCT
fcis-29531	13	15	and	and	CCONJ
fcis-29531	13	16	their	their	PRON
fcis-29531	13	17	mechanical	mechanical	ADJ
fcis-29531	13	18	properties	property	NOUN
fcis-29531	13	19	are	be	AUX
fcis-29531	13	20	closely	closely	ADV
fcis-29531	13	21	related	relate	VERB
fcis-29531	13	22	to	to	ADP
fcis-29531	13	23	the	the	DET
fcis-29531	13	24	occurrence	occurrence	NOUN
fcis-29531	13	25	and	and	CCONJ
fcis-29531	13	26	development	development	NOUN
fcis-29531	13	27	of	of	ADP
fcis-29531	13	28	cardiovascular	cardiovascular	ADJ
fcis-29531	13	29	diseases	disease	NOUN
fcis-29531	13	30	.	.	PUNCT
fcis-29531	14	1	accurate	accurate	ADJ
fcis-29531	14	2	prediction	prediction	NOUN
fcis-29531	14	3	of	of	ADP
fcis-29531	14	4	vascular	vascular	ADJ
fcis-29531	14	5	stress	stress	NOUN
fcis-29531	14	6	distribution	distribution	NOUN
fcis-29531	14	7	is	be	AUX
fcis-29531	14	8	of	of	ADP
fcis-29531	14	9	great	great	ADJ
fcis-29531	14	10	significance	significance	NOUN
fcis-29531	14	11	for	for	ADP
fcis-29531	14	12	deeply	deeply	ADV
fcis-29531	14	13	understanding	understand	VERB
fcis-29531	14	14	the	the	DET
fcis-29531	14	15	physiological	physiological	ADJ
fcis-29531	14	16	and	and	CCONJ
fcis-29531	14	17	pathological	pathological	ADJ
fcis-29531	14	18	process	process	NOUN
fcis-29531	14	19	of	of	ADP
fcis-29531	14	20	blood	blood	NOUN
fcis-29531	14	21	vessels	vessel	NOUN
fcis-29531	14	22	and	and	CCONJ
fcis-29531	14	23	optimizing	optimize	VERB
fcis-29531	14	24	the	the	DET
fcis-29531	14	25	diagnosis	diagnosis	NOUN
fcis-29531	14	26	and	and	CCONJ
fcis-29531	14	27	treatment	treatment	NOUN
fcis-29531	14	28	strategy	strategy	NOUN
fcis-29531	14	29	of	of	ADP
fcis-29531	14	30	cardiovascular	cardiovascular	ADJ
fcis-29531	14	31	diseases	disease	NOUN
fcis-29531	14	32	.	.	PUNCT
fcis-29531	15	1	finite	finite	PROPN
fcis-29531	15	2	element	element	NOUN
fcis-29531	15	3	analysis	analysis	NOUN
fcis-29531	15	4	,	,	PUNCT
fcis-29531	15	5	the	the	DET
fcis-29531	15	6	traditional	traditional	ADJ
fcis-29531	15	7	method	method	NOUN
fcis-29531	15	8	of	of	ADP
fcis-29531	15	9	vascular	vascular	ADJ
fcis-29531	15	10	stress	stress	NOUN
fcis-29531	15	11	analysis	analysis	NOUN
fcis-29531	15	12	,	,	PUNCT
fcis-29531	15	13	can	can	AUX
fcis-29531	15	14	provide	provide	VERB
fcis-29531	15	15	accurate	accurate	ADJ
fcis-29531	15	16	results	result	NOUN
fcis-29531	15	17	,	,	PUNCT
fcis-29531	15	18	but	but	CCONJ
fcis-29531	15	19	when	when	SCONJ
fcis-29531	15	20	dealing	deal	VERB
fcis-29531	15	21	with	with	ADP
fcis-29531	15	22	complex	complex	ADJ
fcis-29531	15	23	vascular	vascular	ADJ
fcis-29531	15	24	models	model	NOUN
fcis-29531	15	25	and	and	CCONJ
fcis-29531	15	26	large	large	ADJ
fcis-29531	15	27	-	-	PUNCT
fcis-29531	15	28	scale	scale	NOUN
fcis-29531	15	29	data	datum	NOUN
fcis-29531	15	30	,	,	PUNCT
fcis-29531	15	31	it	it	PRON
fcis-29531	15	32	faces	face	VERB
fcis-29531	15	33	difficulties	difficulty	NOUN
fcis-29531	15	34	such	such	ADJ
fcis-29531	15	35	as	as	ADP
fcis-29531	15	36	soaring	soar	VERB
fcis-29531	15	37	calculation	calculation	NOUN
fcis-29531	15	38	cost	cost	NOUN
fcis-29531	15	39	and	and	CCONJ
fcis-29531	15	40	low	low	ADJ
fcis-29531	15	41	calculation	calculation	NOUN
fcis-29531	15	42	efficiency	efficiency	NOUN
fcis-29531	15	43	.	.	PUNCT
fcis-29531	16	1	with	with	ADP
fcis-29531	16	2	the	the	DET
fcis-29531	16	3	rapid	rapid	ADJ
fcis-29531	16	4	development	development	NOUN
fcis-29531	16	5	of	of	ADP
fcis-29531	16	6	machine	machine	NOUN
fcis-29531	16	7	learning	learn	VERB
fcis-29531	16	8	technology	technology	NOUN
fcis-29531	16	9	,	,	PUNCT
fcis-29531	16	10	especially	especially	ADV
fcis-29531	16	11	graph	graph	VERB
fcis-29531	16	12	neural	neural	ADJ
fcis-29531	16	13	network	network	NOUN
fcis-29531	16	14	,	,	PUNCT
fcis-29531	16	15	it	it	PRON
fcis-29531	16	16	is	be	AUX
fcis-29531	16	17	possible	possible	ADJ
fcis-29531	16	18	to	to	PART
fcis-29531	16	19	construct	construct	VERB
fcis-29531	16	20	an	an	DET
fcis-29531	16	21	efficient	efficient	ADJ
fcis-29531	16	22	reduced	reduce	VERB
fcis-29531	16	23	-	-	PUNCT
fcis-29531	16	24	order	order	NOUN
fcis-29531	16	25	model	model	NOUN
fcis-29531	16	26	for	for	ADP
fcis-29531	16	27	vascular	vascular	ADJ
fcis-29531	16	28	stress	stress	NOUN
fcis-29531	16	29	prediction	prediction	NOUN
fcis-29531	16	30	,	,	PUNCT
fcis-29531	16	31	which	which	PRON
fcis-29531	16	32	is	be	AUX
fcis-29531	16	33	also	also	ADV
fcis-29531	16	34	the	the	DET
fcis-29531	16	35	core	core	ADJ
fcis-29531	16	36	goal	goal	NOUN
fcis-29531	16	37	of	of	ADP
fcis-29531	16	38	this	this	DET
fcis-29531	16	39	study	study	NOUN
fcis-29531	16	40	.	.	PUNCT
fcis-29531	17	1	2	2	X
fcis-29531	17	2	.	.	X
fcis-29531	17	3	the	the	DET
fcis-29531	17	4	graph	graph	NOUN
fcis-29531	17	5	neural	neural	ADJ
fcis-29531	17	6	network	network	NOUN
fcis-29531	17	7	foundation	foundation	PROPN
fcis-29531	17	8	2.1	2.1	NUM
fcis-29531	17	9	.	.	PUNCT
fcis-29531	18	1	figure	figure	VERB
fcis-29531	18	2	neural	neural	ADJ
fcis-29531	18	3	network	network	NOUN
fcis-29531	18	4	principle	principle	NOUN
fcis-29531	18	5	graph	graph	NOUN
fcis-29531	18	6	neural	neural	ADJ
fcis-29531	18	7	network	network	NOUN
fcis-29531	18	8	,	,	PUNCT
fcis-29531	18	9	as	as	ADP
fcis-29531	18	10	a	a	DET
fcis-29531	18	11	neural	neural	ADJ
fcis-29531	18	12	network	network	NOUN
fcis-29531	18	13	architecture	architecture	NOUN
fcis-29531	18	14	specialized	specialize	VERB
fcis-29531	18	15	in	in	ADP
fcis-29531	18	16	processing	processing	NOUN
fcis-29531	18	17	graph	graph	NOUN
fcis-29531	18	18	structure	structure	NOUN
fcis-29531	18	19	data	datum	NOUN
fcis-29531	18	20	,	,	PUNCT
fcis-29531	18	21	is	be	AUX
fcis-29531	18	22	essentially	essentially	ADV
fcis-29531	18	23	different	different	ADJ
fcis-29531	18	24	from	from	ADP
fcis-29531	18	25	convolutional	convolutional	ADJ
fcis-29531	18	26	neural	neural	ADJ
fcis-29531	18	27	network	network	NOUN
fcis-29531	18	28	commonly	commonly	ADV
fcis-29531	18	29	used	use	VERB
fcis-29531	18	30	in	in	ADP
fcis-29531	18	31	regular	regular	ADJ
fcis-29531	18	32	grid	grid	NOUN
fcis-29531	18	33	data	datum	NOUN
fcis-29531	18	34	processing	processing	NOUN
fcis-29531	18	35	.	.	PUNCT
fcis-29531	19	1	in	in	ADP
fcis-29531	19	2	the	the	DET
fcis-29531	19	3	framework	framework	NOUN
fcis-29531	19	4	of	of	ADP
fcis-29531	19	5	graph	graph	NOUN
fcis-29531	19	6	neural	neural	ADJ
fcis-29531	19	7	network	network	NOUN
fcis-29531	19	8	,	,	PUNCT
fcis-29531	19	9	graph	graph	NOUN
fcis-29531	19	10	is	be	AUX
fcis-29531	19	11	defined	define	VERB
fcis-29531	19	12	as	as	ADP
fcis-29531	19	13	g=	g=	NOUN
fcis-29531	19	14	(	(	PUNCT
fcis-29531	19	15	v	v	NOUN
fcis-29531	19	16	,	,	PUNCT
fcis-29531	19	17	e	e	NOUN
fcis-29531	19	18	,	,	PUNCT
fcis-29531	19	19	a	a	PRON
fcis-29531	19	20	)	)	PUNCT
fcis-29531	19	21	,	,	PUNCT
fcis-29531	19	22	where	where	SCONJ
fcis-29531	19	23	v	v	NOUN
fcis-29531	19	24	is	be	AUX
fcis-29531	19	25	a	a	DET
fcis-29531	19	26	set	set	NOUN
fcis-29531	19	27	of	of	ADP
fcis-29531	19	28	vertices	vertex	NOUN
fcis-29531	19	29	,	,	PUNCT
fcis-29531	19	30	representing	represent	VERB
fcis-29531	19	31	the	the	DET
fcis-29531	19	32	key	key	ADJ
fcis-29531	19	33	structural	structural	ADJ
fcis-29531	19	34	units	unit	NOUN
fcis-29531	19	35	or	or	CCONJ
fcis-29531	19	36	characteristic	characteristic	ADJ
fcis-29531	19	37	points	point	NOUN
fcis-29531	19	38	of	of	ADP
fcis-29531	19	39	blood	blood	NOUN
fcis-29531	19	40	vessels	vessel	NOUN
fcis-29531	19	41	;	;	PUNCT
fcis-29531	19	42	e	e	X
fcis-29531	19	43	is	be	AUX
fcis-29531	19	44	an	an	DET
fcis-29531	19	45	edge	edge	NOUN
fcis-29531	19	46	set	set	VERB
fcis-29531	19	47	connecting	connect	VERB
fcis-29531	19	48	vertices	vertex	NOUN
fcis-29531	19	49	,	,	PUNCT
fcis-29531	19	50	which	which	PRON
fcis-29531	19	51	reflects	reflect	VERB
fcis-29531	19	52	the	the	DET
fcis-29531	19	53	relationship	relationship	NOUN
fcis-29531	19	54	between	between	ADP
fcis-29531	19	55	structural	structural	ADJ
fcis-29531	19	56	units	unit	NOUN
fcis-29531	19	57	;	;	PUNCT
fcis-29531	19	58	a	a	PRON
fcis-29531	19	59	is	be	AUX
fcis-29531	19	60	the	the	DET
fcis-29531	19	61	adjacency	adjacency	NOUN
fcis-29531	19	62	matrix	matrix	NOUN
fcis-29531	19	63	,	,	PUNCT
fcis-29531	19	64	which	which	PRON
fcis-29531	19	65	is	be	AUX
fcis-29531	19	66	used	use	VERB
fcis-29531	19	67	to	to	PART
fcis-29531	19	68	accurately	accurately	ADV
fcis-29531	19	69	describe	describe	VERB
fcis-29531	19	70	the	the	DET
fcis-29531	19	71	topological	topological	ADJ
fcis-29531	19	72	structure	structure	NOUN
fcis-29531	19	73	of	of	ADP
fcis-29531	19	74	the	the	DET
fcis-29531	19	75	graph	graph	NOUN
fcis-29531	19	76	.	.	PUNCT
fcis-29531	20	1	for	for	ADP
fcis-29531	20	2	vertices	vertex	NOUN
fcis-29531	20	3	vi	vi	PROPN
fcis-29531	20	4	and	and	CCONJ
fcis-29531	20	5	vj	vj	PROPN
fcis-29531	20	6	,	,	PUNCT
fcis-29531	20	7	edge	edge	NOUN
fcis-29531	20	8	eij=(vi	eij=(vi	NOUN
fcis-29531	20	9	,	,	PUNCT
fcis-29531	20	10	vj	vj	NOUN
fcis-29531	20	11	)	)	PUNCT
fcis-29531	20	12	indicates	indicate	VERB
fcis-29531	20	13	the	the	DET
fcis-29531	20	14	connection	connection	NOUN
fcis-29531	20	15	relationship	relationship	NOUN
fcis-29531	20	16	between	between	ADP
fcis-29531	20	17	them	they	PRON
fcis-29531	20	18	.	.	PUNCT
fcis-29531	21	1	in	in	ADP
fcis-29531	21	2	an	an	DET
fcis-29531	21	3	undirected	undirected	ADJ
fcis-29531	21	4	graph	graph	NOUN
fcis-29531	21	5	,	,	PUNCT
fcis-29531	21	6	eij	eij	PROPN
fcis-29531	21	7	is	be	AUX
fcis-29531	21	8	equivalent	equivalent	ADJ
fcis-29531	21	9	to	to	ADP
fcis-29531	21	10	eji	eji	PROPN
fcis-29531	21	11	and	and	CCONJ
fcis-29531	21	12	aij	aij	PROPN
fcis-29531	21	13	=	=	NOUN
fcis-29531	21	14	aji	aji	NOUN
fcis-29531	21	15	.	.	PUNCT
fcis-29531	22	1	at	at	ADP
fcis-29531	22	2	the	the	DET
fcis-29531	22	3	same	same	ADJ
fcis-29531	22	4	time	time	NOUN
fcis-29531	22	5	,	,	PUNCT
fcis-29531	22	6	each	each	DET
fcis-29531	22	7	vertex	vertex	NOUN
fcis-29531	22	8	is	be	AUX
fcis-29531	22	9	accompanied	accompany	VERB
fcis-29531	22	10	by	by	ADP
fcis-29531	22	11	an	an	DET
fcis-29531	22	12	input	input	NOUN
fcis-29531	22	13	feature	feature	NOUN
fcis-29531	22	14	rn×d	rn×d	PROPN
fcis-29531	22	15	,	,	PUNCT
fcis-29531	22	16	where	where	SCONJ
fcis-29531	22	17	d	d	NOUN
fcis-29531	22	18	is	be	AUX
fcis-29531	22	19	the	the	DET
fcis-29531	22	20	input	input	NOUN
fcis-29531	22	21	feature	feature	NOUN
fcis-29531	22	22	dimension	dimension	NOUN
fcis-29531	22	23	of	of	ADP
fcis-29531	22	24	each	each	DET
fcis-29531	22	25	vertex	vertex	NOUN
fcis-29531	22	26	,	,	PUNCT
fcis-29531	22	27	covering	cover	VERB
fcis-29531	22	28	key	key	ADJ
fcis-29531	22	29	information	information	NOUN
fcis-29531	22	30	such	such	ADJ
fcis-29531	22	31	as	as	ADP
fcis-29531	22	32	vascular	vascular	ADJ
fcis-29531	22	33	wall	wall	NOUN
fcis-29531	22	34	thickness	thickness	NOUN
fcis-29531	22	35	,	,	PUNCT
fcis-29531	22	36	elastic	elastic	ADJ
fcis-29531	22	37	modulus	modulus	NOUN
fcis-29531	22	38	and	and	CCONJ
fcis-29531	22	39	vascular	vascular	ADJ
fcis-29531	22	40	radius.[1	radius.[1	NOUN
fcis-29531	22	41	]	]	PUNCT
fcis-29531	22	42	2.2	2.2	NUM
fcis-29531	22	43	.	.	PUNCT
fcis-29531	23	1	graph	graph	NOUN
fcis-29531	23	2	volume	volume	NOUN
fcis-29531	23	3	product	product	NOUN
fcis-29531	23	4	operation	operation	NOUN
fcis-29531	23	5	mechanism	mechanism	NOUN
fcis-29531	23	6	in	in	ADP
fcis-29531	23	7	the	the	DET
fcis-29531	23	8	aspect	aspect	NOUN
fcis-29531	23	9	of	of	ADP
fcis-29531	23	10	graph	graph	NOUN
fcis-29531	23	11	convolution	convolution	NOUN
fcis-29531	23	12	operation	operation	NOUN
fcis-29531	23	13	,	,	PUNCT
fcis-29531	23	14	there	there	PRON
fcis-29531	23	15	are	be	VERB
fcis-29531	23	16	two	two	NUM
fcis-29531	23	17	main	main	ADJ
fcis-29531	23	18	types	type	NOUN
fcis-29531	23	19	:	:	PUNCT
fcis-29531	23	20	graph	graph	NOUN
fcis-29531	23	21	method	method	NOUN
fcis-29531	23	22	and	and	CCONJ
fcis-29531	23	23	graph	graph	NOUN
fcis-29531	23	24	space	space	NOUN
fcis-29531	23	25	method	method	NOUN
fcis-29531	23	26	.	.	PUNCT
fcis-29531	24	1	the	the	DET
fcis-29531	24	2	atlas	atlas	PROPN
fcis-29531	24	3	method	method	PROPN
fcis-29531	24	4	constructs	construct	VERB
fcis-29531	24	5	the	the	DET
fcis-29531	24	6	graph	graph	NOUN
fcis-29531	24	7	volume	volume	NOUN
fcis-29531	24	8	product	product	NOUN
fcis-29531	24	9	with	with	ADP
fcis-29531	24	10	the	the	DET
fcis-29531	24	11	help	help	NOUN
fcis-29531	24	12	of	of	ADP
fcis-29531	24	13	the	the	DET
fcis-29531	24	14	eigenvalues	eigenvalue	NOUN
fcis-29531	24	15	and	and	CCONJ
fcis-29531	24	16	eigenvectors	eigenvector	NOUN
fcis-29531	24	17	of	of	ADP
fcis-29531	24	18	laplacian	laplacian	ADJ
fcis-29531	24	19	matrix	matrix	NOUN
fcis-29531	24	20	,	,	PUNCT
fcis-29531	24	21	such	such	ADJ
fcis-29531	24	22	as	as	ADP
fcis-29531	24	23	spectral	spectral	ADJ
fcis-29531	24	24	cnn	cnn	PROPN
fcis-29531	24	25	and	and	CCONJ
fcis-29531	24	26	chebyshev	chebyshev	PROPN
fcis-29531	24	27	spectral	spectral	PROPN
fcis-29531	24	28	cnn	cnn	PROPN
fcis-29531	24	29	,	,	PUNCT
fcis-29531	24	30	etc	etc	X
fcis-29531	24	31	.	.	X
fcis-29531	25	1	however	however	ADV
fcis-29531	25	2	,	,	PUNCT
fcis-29531	25	3	when	when	SCONJ
fcis-29531	25	4	dealing	deal	VERB
fcis-29531	25	5	with	with	ADP
fcis-29531	25	6	large	large	ADJ
fcis-29531	25	7	-	-	PUNCT
fcis-29531	25	8	scale	scale	NOUN
fcis-29531	25	9	graph	graph	NOUN
fcis-29531	25	10	data	datum	NOUN
fcis-29531	25	11	,	,	PUNCT
fcis-29531	25	12	the	the	DET
fcis-29531	25	13	memory	memory	NOUN
fcis-29531	25	14	overhead	overhead	NOUN
fcis-29531	25	15	of	of	ADP
fcis-29531	25	16	this	this	DET
fcis-29531	25	17	method	method	NOUN
fcis-29531	25	18	is	be	AUX
fcis-29531	25	19	too	too	ADV
fcis-29531	25	20	large	large	ADJ
fcis-29531	25	21	,	,	PUNCT
fcis-29531	25	22	which	which	PRON
fcis-29531	25	23	limits	limit	VERB
fcis-29531	25	24	its	its	PRON
fcis-29531	25	25	application	application	NOUN
fcis-29531	25	26	scope	scope	NOUN
fcis-29531	25	27	.	.	PUNCT
fcis-29531	26	1	graph	graph	NOUN
fcis-29531	26	2	space	space	NOUN
fcis-29531	26	3	method	method	NOUN
fcis-29531	26	4	realizes	realize	VERB
fcis-29531	26	5	convolution	convolution	NOUN
fcis-29531	26	6	operation	operation	NOUN
fcis-29531	26	7	,	,	PUNCT
fcis-29531	26	8	original	original	ADJ
fcis-29531	26	9	graph	graph	NOUN
fcis-29531	26	10	neural	neural	ADJ
fcis-29531	26	11	network	network	NOUN
fcis-29531	26	12	,	,	PUNCT
fcis-29531	26	13	graph	graph	NOUN
fcis-29531	26	14	sampling	sampling	NOUN
fcis-29531	26	15	and	and	CCONJ
fcis-29531	26	16	aggregation	aggregation	NOUN
fcis-29531	26	17	,	,	PUNCT
fcis-29531	26	18	graph	graph	NOUN
fcis-29531	26	19	isomorphism	isomorphism	NOUN
fcis-29531	26	20	network	network	NOUN
fcis-29531	26	21	and	and	CCONJ
fcis-29531	26	22	so	so	ADV
fcis-29531	26	23	on	on	ADP
fcis-29531	26	24	based	base	VERB
fcis-29531	26	25	on	on	ADP
fcis-29531	26	26	the	the	DET
fcis-29531	26	27	spatial	spatial	ADJ
fcis-29531	26	28	proximity	proximity	NOUN
fcis-29531	26	29	relationship	relationship	NOUN
fcis-29531	26	30	between	between	ADP
fcis-29531	26	31	vertices	vertex	NOUN
fcis-29531	26	32	and	and	CCONJ
fcis-29531	26	33	their	their	PRON
fcis-29531	26	34	adjacent	adjacent	ADJ
fcis-29531	26	35	vertices	vertex	NOUN
fcis-29531	26	36	.	.	PUNCT
fcis-29531	27	1	graphsage	graphsage	NOUN
fcis-29531	27	2	network	network	NOUN
fcis-29531	27	3	is	be	AUX
fcis-29531	27	4	selected	select	VERB
fcis-29531	27	5	in	in	ADP
fcis-29531	27	6	this	this	DET
fcis-29531	27	7	study	study	NOUN
fcis-29531	27	8	,	,	PUNCT
fcis-29531	27	9	which	which	PRON
fcis-29531	27	10	follows	follow	VERB
fcis-29531	27	11	the	the	DET
fcis-29531	27	12	framework	framework	NOUN
fcis-29531	27	13	of	of	ADP
fcis-29531	27	14	message	message	NOUN
fcis-29531	27	15	-	-	PUNCT
fcis-29531	27	16	passing	pass	VERB
fcis-29531	27	17	neural	neural	ADJ
fcis-29531	27	18	network	network	NOUN
fcis-29531	27	19	and	and	CCONJ
fcis-29531	27	20	iteratively	iteratively	ADV
fcis-29531	27	21	optimizes	optimize	VERB
fcis-29531	27	22	vertex	vertex	NOUN
fcis-29531	27	23	features	feature	NOUN
fcis-29531	27	24	through	through	ADP
fcis-29531	27	25	three	three	NUM
fcis-29531	27	26	closely	closely	ADV
fcis-29531	27	27	connected	connected	ADJ
fcis-29531	27	28	stages	stage	NOUN
fcis-29531	27	29	:	:	PUNCT
fcis-29531	27	30	aggregation	aggregation	NOUN
fcis-29531	27	31	,	,	PUNCT
fcis-29531	27	32	propagation	propagation	NOUN
fcis-29531	27	33	and	and	CCONJ
fcis-29531	27	34	update	update	NOUN
fcis-29531	27	35	.	.	PUNCT
fcis-29531	28	1	specifically	specifically	ADV
fcis-29531	28	2	,	,	PUNCT
fcis-29531	28	3	in	in	ADP
fcis-29531	28	4	the	the	DET
fcis-29531	28	5	aggregation	aggregation	NOUN
fcis-29531	28	6	stage	stage	NOUN
fcis-29531	28	7	,	,	PUNCT
fcis-29531	28	8	vertices	vertice	VERB
fcis-29531	28	9	use	use	VERB
fcis-29531	28	10	differentiable	differentiable	ADJ
fcis-29531	28	11	and	and	CCONJ
fcis-29531	28	12	permutation	permutation	NOUN
fcis-29531	28	13	invariant	invariant	ADJ
fcis-29531	28	14	functions	function	NOUN
fcis-29531	28	15	to	to	PART
fcis-29531	28	16	collect	collect	VERB
fcis-29531	28	17	information	information	NOUN
fcis-29531	28	18	from	from	ADP
fcis-29531	28	19	neighboring	neighboring	NOUN
fcis-29531	28	20	vertices	vertex	NOUN
fcis-29531	28	21	;	;	PUNCT
fcis-29531	28	22	in	in	ADP
fcis-29531	28	23	the	the	DET
fcis-29531	28	24	propagation	propagation	NOUN
fcis-29531	28	25	stage	stage	NOUN
fcis-29531	28	26	,	,	PUNCT
fcis-29531	28	27	the	the	DET
fcis-29531	28	28	aggregated	aggregate	VERB
fcis-29531	28	29	information	information	NOUN
fcis-29531	28	30	is	be	AUX
fcis-29531	28	31	organically	organically	ADV
fcis-29531	28	32	integrated	integrate	VERB
fcis-29531	28	33	with	with	ADP
fcis-29531	28	34	the	the	DET
fcis-29531	28	35	inherent	inherent	ADJ
fcis-29531	28	36	characteristics	characteristic	NOUN
fcis-29531	28	37	of	of	ADP
fcis-29531	28	38	vertices	vertex	NOUN
fcis-29531	28	39	to	to	PART
fcis-29531	28	40	generate	generate	VERB
fcis-29531	28	41	a	a	DET
fcis-29531	28	42	brand	brand	NOUN
fcis-29531	28	43	-	-	PUNCT
fcis-29531	28	44	new	new	ADJ
fcis-29531	28	45	feature	feature	NOUN
fcis-29531	28	46	representation	representation	NOUN
fcis-29531	28	47	;	;	PUNCT
fcis-29531	28	48	in	in	ADP
fcis-29531	28	49	the	the	DET
fcis-29531	28	50	17	17	NUM
fcis-29531	28	51	updating	updating	NOUN
fcis-29531	28	52	stage	stage	NOUN
fcis-29531	28	53	,	,	PUNCT
fcis-29531	28	54	the	the	DET
fcis-29531	28	55	vertex	vertex	NOUN
fcis-29531	28	56	embedding	embed	VERB
fcis-29531	28	57	is	be	AUX
fcis-29531	28	58	updated	update	VERB
fcis-29531	28	59	with	with	ADP
fcis-29531	28	60	the	the	DET
fcis-29531	28	61	help	help	NOUN
fcis-29531	28	62	of	of	ADP
fcis-29531	28	63	differentiable	differentiable	ADJ
fcis-29531	28	64	functions	function	NOUN
fcis-29531	28	65	.	.	PUNCT
fcis-29531	29	1	update	update	NOUN
fcis-29531	29	2	vertex	vertex	NOUN
fcis-29531	29	3	embedding	embed	VERB
fcis-29531	29	4	.	.	PUNCT
fcis-29531	30	1	[	[	X
fcis-29531	30	2	2	2	NUM
fcis-29531	30	3	]	]	PUNCT
fcis-29531	30	4	in	in	ADP
fcis-29531	30	5	this	this	DET
fcis-29531	30	6	study	study	NOUN
fcis-29531	30	7	,	,	PUNCT
fcis-29531	30	8	"	"	PUNCT
fcis-29531	30	9	sum	sum	NOUN
fcis-29531	30	10	"	"	PUNCT
fcis-29531	30	11	is	be	AUX
fcis-29531	30	12	selected	select	VERB
fcis-29531	30	13	as	as	ADP
fcis-29531	30	14	the	the	DET
fcis-29531	30	15	aggregation	aggregation	NOUN
fcis-29531	30	16	function	function	NOUN
fcis-29531	30	17	,	,	PUNCT
fcis-29531	30	18	and	and	CCONJ
fcis-29531	30	19	the	the	DET
fcis-29531	30	20	corresponding	corresponding	ADJ
fcis-29531	30	21	graphsage	graphsage	NOUN
fcis-29531	30	22	operator	operator	NOUN
fcis-29531	30	23	is	be	AUX
fcis-29531	30	24	defined	define	VERB
fcis-29531	30	25	as	as	ADP
fcis-29531	30	26	,	,	PUNCT
fcis-29531	30	27	where	where	SCONJ
fcis-29531	30	28	hvl-1	hvl-1	NUM
fcis-29531	30	29	and	and	CCONJ
fcis-29531	30	30	hlv	hlv	PROPN
fcis-29531	30	31	represent	represent	VERB
fcis-29531	30	32	the	the	DET
fcis-29531	30	33	embedding	embedding	NOUN
fcis-29531	30	34	of	of	ADP
fcis-29531	30	35	vertex	vertex	NOUN
fcis-29531	30	36	v	v	NOUN
fcis-29531	30	37	in	in	ADP
fcis-29531	30	38	l-1	l-1	NOUN
fcis-29531	30	39	layer	layer	NOUN
fcis-29531	30	40	and	and	CCONJ
fcis-29531	30	41	l	l	NOUN
fcis-29531	30	42	layer	layer	NOUN
fcis-29531	30	43	respectively	respectively	ADV
fcis-29531	30	44	,	,	PUNCT
fcis-29531	30	45	wl	wl	X
fcis-29531	30	46	is	be	AUX
fcis-29531	30	47	the	the	DET
fcis-29531	30	48	trainable	trainable	ADJ
fcis-29531	30	49	parameter	parameter	NOUN
fcis-29531	30	50	of	of	ADP
fcis-29531	30	51	the	the	DET
fcis-29531	30	52	current	current	ADJ
fcis-29531	30	53	layer	layer	NOUN
fcis-29531	30	54	,	,	PUNCT
fcis-29531	30	55	message	message	NOUN
fcis-29531	30	56	propagation	propagation	NOUN
fcis-29531	30	57	is	be	AUX
fcis-29531	30	58	realized	realize	VERB
fcis-29531	30	59	by	by	ADP
fcis-29531	30	60	vector	vector	NOUN
fcis-29531	30	61	splicing	splicing	NOUN
fcis-29531	30	62	,	,	PUNCT
fcis-29531	30	63	and	and	CCONJ
fcis-29531	30	64	message	message	NOUN
fcis-29531	30	65	update	update	NOUN
fcis-29531	30	66	adopts	adopt	VERB
fcis-29531	30	67	tanh	tanh	NOUN
fcis-29531	30	68	activation	activation	NOUN
fcis-29531	30	69	function	function	NOUN
fcis-29531	30	70	.	.	PUNCT
fcis-29531	31	1	,	,	PUNCT
fcis-29531	31	2	among	among	ADP
fcis-29531	31	3	h	h	NOUN
fcis-29531	31	4	。	。	PROPN
fcis-29531	31	5	2.3	2.3	NUM
fcis-29531	31	6	.	.	PUNCT
fcis-29531	32	1	loss	loss	NOUN
fcis-29531	32	2	function	function	NOUN
fcis-29531	32	3	and	and	CCONJ
fcis-29531	32	4	superparameter	superparameter	NOUN
fcis-29531	32	5	setting	set	VERB
fcis-29531	32	6	in	in	ADP
fcis-29531	32	7	this	this	DET
fcis-29531	32	8	study	study	NOUN
fcis-29531	32	9	,	,	PUNCT
fcis-29531	32	10	the	the	DET
fcis-29531	32	11	mean	mean	ADJ
fcis-29531	32	12	square	square	ADJ
fcis-29531	32	13	error	error	NOUN
fcis-29531	32	14	is	be	AUX
fcis-29531	32	15	used	use	VERB
fcis-29531	32	16	as	as	ADP
fcis-29531	32	17	the	the	DET
fcis-29531	32	18	loss	loss	NOUN
fcis-29531	32	19	function	function	NOUN
fcis-29531	32	20	,	,	PUNCT
fcis-29531	32	21	and	and	CCONJ
fcis-29531	32	22	its	its	PRON
fcis-29531	32	23	expression	expression	NOUN
fcis-29531	32	24	is	be	AUX
fcis-29531	32	25	,	,	PUNCT
fcis-29531	32	26	where	where	SCONJ
fcis-29531	32	27	n	n	X
fcis-29531	32	28	is	be	AUX
fcis-29531	32	29	the	the	DET
fcis-29531	32	30	total	total	ADJ
fcis-29531	32	31	number	number	NOUN
fcis-29531	32	32	of	of	ADP
fcis-29531	32	33	data	datum	NOUN
fcis-29531	32	34	points	point	NOUN
fcis-29531	32	35	,	,	PUNCT
fcis-29531	32	36	and	and	CCONJ
fcis-29531	32	37	yi	yi	PROPN
fcis-29531	32	38	and	and	CCONJ
fcis-29531	32	39	yi	yi	PROPN
fcis-29531	32	40	respectively	respectively	ADV
fcis-29531	32	41	represent	represent	VERB
fcis-29531	32	42	the	the	DET
fcis-29531	32	43	true	true	ADJ
fcis-29531	32	44	value	value	NOUN
fcis-29531	32	45	and	and	CCONJ
fcis-29531	32	46	predicted	predict	VERB
fcis-29531	32	47	value	value	NOUN
fcis-29531	32	48	of	of	ADP
fcis-29531	32	49	the	the	DET
fcis-29531	32	50	ith	ith	PROPN
fcis-29531	32	51	data	data	NOUN
fcis-29531	32	52	point	point	NOUN
fcis-29531	32	53	.	.	PUNCT
fcis-29531	33	1	through	through	ADP
fcis-29531	33	2	the	the	DET
fcis-29531	33	3	quasirandom	quasirandom	PROPN
fcis-29531	33	4	search	search	NOUN
fcis-29531	33	5	strategy	strategy	NOUN
fcis-29531	33	6	,	,	PUNCT
fcis-29531	33	7	the	the	DET
fcis-29531	33	8	hyperparameters	hyperparameter	NOUN
fcis-29531	33	9	of	of	ADP
fcis-29531	33	10	the	the	DET
fcis-29531	33	11	model	model	NOUN
fcis-29531	33	12	are	be	AUX
fcis-29531	33	13	finely	finely	ADV
fcis-29531	33	14	adjusted	adjust	VERB
fcis-29531	33	15	,	,	PUNCT
fcis-29531	33	16	and	and	CCONJ
fcis-29531	33	17	the	the	DET
fcis-29531	33	18	number	number	NOUN
fcis-29531	33	19	of	of	ADP
fcis-29531	33	20	hidden	hidden	ADJ
fcis-29531	33	21	layers	layer	NOUN
fcis-29531	33	22	is	be	AUX
fcis-29531	33	23	determined	determine	VERB
fcis-29531	33	24	to	to	PART
fcis-29531	33	25	be	be	AUX
fcis-29531	33	26	32	32	NUM
fcis-29531	33	27	,	,	PUNCT
fcis-29531	33	28	the	the	DET
fcis-29531	33	29	number	number	NOUN
fcis-29531	33	30	of	of	ADP
fcis-29531	33	31	hidden	hide	VERB
fcis-29531	33	32	neurons	neuron	NOUN
fcis-29531	33	33	in	in	ADP
fcis-29531	33	34	each	each	DET
fcis-29531	33	35	layer	layer	NOUN
fcis-29531	33	36	is	be	AUX
fcis-29531	33	37	64	64	NUM
fcis-29531	33	38	,	,	PUNCT
fcis-29531	33	39	the	the	DET
fcis-29531	33	40	activation	activation	NOUN
fcis-29531	33	41	function	function	NOUN
fcis-29531	33	42	is	be	AUX
fcis-29531	33	43	tanh	tanh	NOUN
fcis-29531	33	44	,	,	PUNCT
fcis-29531	33	45	the	the	DET
fcis-29531	33	46	optimizer	optimizer	NOUN
fcis-29531	33	47	is	be	AUX
fcis-29531	33	48	adam	adam	PROPN
fcis-29531	33	49	,	,	PUNCT
fcis-29531	33	50	the	the	DET
fcis-29531	33	51	learning	learning	NOUN
fcis-29531	33	52	rate	rate	NOUN
fcis-29531	33	53	is	be	AUX
fcis-29531	33	54	set	set	VERB
fcis-29531	33	55	to	to	ADP
fcis-29531	33	56	0.02	0.02	NUM
fcis-29531	33	57	,	,	PUNCT
fcis-29531	33	58	the	the	DET
fcis-29531	33	59	batch	batch	NOUN
fcis-29531	33	60	size	size	NOUN
fcis-29531	33	61	is	be	AUX
fcis-29531	33	62	512	512	NUM
fcis-29531	33	63	,	,	PUNCT
fcis-29531	33	64	and	and	CCONJ
fcis-29531	33	65	the	the	DET
fcis-29531	33	66	l2	l2	NOUN
fcis-29531	33	67	regularization	regularization	NOUN
fcis-29531	33	68	factor	factor	NOUN
fcis-29531	33	69	is	be	AUX
fcis-29531	33	70	le-4	le-4	NOUN
fcis-29531	33	71	,	,	PUNCT
fcis-29531	33	72	and	and	CCONJ
fcis-29531	33	73	these	these	DET
fcis-29531	33	74	hyperparameters	hyperparameter	NOUN
fcis-29531	33	75	are	be	AUX
fcis-29531	33	76	kept	keep	VERB
fcis-29531	33	77	constant	constant	ADJ
fcis-29531	33	78	throughout	throughout	ADP
fcis-29531	33	79	the	the	DET
fcis-29531	33	80	study	study	NOUN
fcis-29531	33	81	.	.	PUNCT
fcis-29531	34	1	,	,	PUNCT
fcis-29531	34	2	among	among	ADP
fcis-29531	34	3	n	n	PRON
fcis-29531	34	4	total	total	ADJ
fcis-29531	34	5	number	number	NOUN
fcis-29531	34	6	of	of	ADP
fcis-29531	34	7	data	datum	NOUN
fcis-29531	34	8	points	point	NOUN
fcis-29531	34	9	,	,	PUNCT
fcis-29531	34	10	y	y	PROPN
fcis-29531	34	11	respectively	respectively	ADV
fcis-29531	34	12	representing	represent	VERB
fcis-29531	34	13	the	the	DET
fcis-29531	34	14	true	true	ADJ
fcis-29531	34	15	value	value	NOUN
fcis-29531	34	16	and	and	CCONJ
fcis-29531	34	17	the	the	DET
fcis-29531	34	18	predicted	predict	VERB
fcis-29531	34	19	value	value	NOUN
fcis-29531	34	20	of	of	ADP
fcis-29531	34	21	the	the	DET
fcis-29531	34	22	ith	ith	PROPN
fcis-29531	34	23	data	data	NOUN
fcis-29531	34	24	point	point	NOUN
fcis-29531	34	25	.	.	PUNCT
fcis-29531	35	1	through	through	ADP
fcis-29531	35	2	the	the	DET
fcis-29531	35	3	quasirandom	quasirandom	PROPN
fcis-29531	35	4	search	search	NOUN
fcis-29531	35	5	strategy	strategy	NOUN
fcis-29531	35	6	,	,	PUNCT
fcis-29531	35	7	the	the	DET
fcis-29531	35	8	super	super	ADJ
fcis-29531	35	9	parameters	parameter	NOUN
fcis-29531	35	10	of	of	ADP
fcis-29531	35	11	the	the	DET
fcis-29531	35	12	model	model	NOUN
fcis-29531	35	13	are	be	AUX
fcis-29531	35	14	finely	finely	ADV
fcis-29531	35	15	adjusted	adjust	VERB
fcis-29531	35	16	,	,	PUNCT
fcis-29531	35	17	and	and	CCONJ
fcis-29531	35	18	the	the	DET
fcis-29531	35	19	number	number	NOUN
fcis-29531	35	20	of	of	ADP
fcis-29531	35	21	hidden	hidden	ADJ
fcis-29531	35	22	layers	layer	NOUN
fcis-29531	35	23	is	be	AUX
fcis-29531	35	24	determined	determine	VERB
fcis-29531	35	25	to	to	PART
fcis-29531	35	26	be	be	AUX
fcis-29531	35	27	32	32	NUM
fcis-29531	35	28	,	,	PUNCT
fcis-29531	35	29	the	the	DET
fcis-29531	35	30	number	number	NOUN
fcis-29531	35	31	of	of	ADP
fcis-29531	35	32	hidden	hide	VERB
fcis-29531	35	33	neurons	neuron	NOUN
fcis-29531	35	34	in	in	ADP
fcis-29531	35	35	each	each	DET
fcis-29531	35	36	layer	layer	NOUN
fcis-29531	35	37	is	be	AUX
fcis-29531	35	38	64	64	NUM
fcis-29531	35	39	,	,	PUNCT
fcis-29531	35	40	the	the	DET
fcis-29531	35	41	activation	activation	NOUN
fcis-29531	35	42	function	function	NOUN
fcis-29531	35	43	is	be	AUX
fcis-29531	35	44	tanh	tanh	NOUN
fcis-29531	35	45	,	,	PUNCT
fcis-29531	35	46	the	the	DET
fcis-29531	35	47	optimizer	optimizer	NOUN
fcis-29531	35	48	is	be	AUX
fcis-29531	35	49	adam	adam	PROPN
fcis-29531	35	50	,	,	PUNCT
fcis-29531	35	51	the	the	DET
fcis-29531	35	52	learning	learning	NOUN
fcis-29531	35	53	rate	rate	NOUN
fcis-29531	35	54	is	be	AUX
fcis-29531	35	55	set	set	VERB
fcis-29531	35	56	to	to	ADP
fcis-29531	35	57	0.02	0.02	NUM
fcis-29531	35	58	,	,	PUNCT
fcis-29531	35	59	the	the	DET
fcis-29531	35	60	batch	batch	NOUN
fcis-29531	35	61	size	size	NOUN
fcis-29531	35	62	is	be	AUX
fcis-29531	35	63	512	512	NUM
fcis-29531	35	64	,	,	PUNCT
fcis-29531	35	65	and	and	CCONJ
fcis-29531	35	66	the	the	DET
fcis-29531	35	67	l2	l2	NOUN
fcis-29531	35	68	regularization	regularization	NOUN
fcis-29531	35	69	factor	factor	NOUN
fcis-29531	35	70	is	be	AUX
fcis-29531	35	71	.	.	PUNCT
fcis-29531	36	1	3	3	X
fcis-29531	36	2	.	.	X
fcis-29531	36	3	the	the	DET
fcis-29531	36	4	graph	graph	NOUN
fcis-29531	36	5	embedding	embed	VERB
fcis-29531	36	6	method	method	NOUN
fcis-29531	36	7	of	of	ADP
fcis-29531	36	8	blood	blood	NOUN
fcis-29531	36	9	vessels	vessel	NOUN
fcis-29531	36	10	3.1	3.1	NUM
fcis-29531	36	11	.	.	PUNCT
fcis-29531	37	1	disadvantages	disadvantage	NOUN
fcis-29531	37	2	of	of	ADP
fcis-29531	37	3	traditional	traditional	ADJ
fcis-29531	37	4	finite	finite	ADJ
fcis-29531	37	5	element	element	NOUN
fcis-29531	37	6	vertex	vertex	NOUN
fcis-29531	37	7	graph	graph	NOUN
fcis-29531	37	8	representation	representation	NOUN
fcis-29531	37	9	the	the	DET
fcis-29531	37	10	traditional	traditional	ADJ
fcis-29531	37	11	finite	finite	ADJ
fcis-29531	37	12	element	element	NOUN
fcis-29531	37	13	vertex	vertex	NOUN
fcis-29531	37	14	graph	graph	NOUN
fcis-29531	37	15	represents	represent	VERB
fcis-29531	37	16	that	that	SCONJ
fcis-29531	37	17	in	in	ADP
fcis-29531	37	18	vascular	vascular	ADJ
fcis-29531	37	19	modeling	modeling	NOUN
fcis-29531	37	20	,	,	PUNCT
fcis-29531	37	21	each	each	DET
fcis-29531	37	22	finite	finite	ADJ
fcis-29531	37	23	element	element	NOUN
fcis-29531	37	24	is	be	AUX
fcis-29531	37	25	mapped	map	VERB
fcis-29531	37	26	to	to	ADP
fcis-29531	37	27	a	a	DET
fcis-29531	37	28	vertex	vertex	NOUN
fcis-29531	37	29	,	,	PUNCT
fcis-29531	37	30	and	and	CCONJ
fcis-29531	37	31	the	the	DET
fcis-29531	37	32	connections	connection	NOUN
fcis-29531	37	33	between	between	ADP
fcis-29531	37	34	elements	element	NOUN
fcis-29531	37	35	correspond	correspond	VERB
fcis-29531	37	36	to	to	ADP
fcis-29531	37	37	edges	edge	NOUN
fcis-29531	37	38	.	.	PUNCT
fcis-29531	38	1	however	however	ADV
fcis-29531	38	2	,	,	PUNCT
fcis-29531	38	3	with	with	ADP
fcis-29531	38	4	the	the	DET
fcis-29531	38	5	refinement	refinement	NOUN
fcis-29531	38	6	of	of	ADP
fcis-29531	38	7	the	the	DET
fcis-29531	38	8	vascular	vascular	ADJ
fcis-29531	38	9	model	model	NOUN
fcis-29531	38	10	,	,	PUNCT
fcis-29531	38	11	the	the	DET
fcis-29531	38	12	scale	scale	NOUN
fcis-29531	38	13	of	of	ADP
fcis-29531	38	14	the	the	DET
fcis-29531	38	15	graph	graph	NOUN
fcis-29531	38	16	will	will	AUX
fcis-29531	38	17	expand	expand	VERB
fcis-29531	38	18	rapidly	rapidly	ADV
fcis-29531	38	19	.	.	PUNCT
fcis-29531	39	1	theoretically	theoretically	ADV
fcis-29531	39	2	,	,	PUNCT
fcis-29531	39	3	it	it	PRON
fcis-29531	39	4	is	be	AUX
fcis-29531	39	5	assumed	assume	VERB
fcis-29531	39	6	that	that	SCONJ
fcis-29531	39	7	the	the	DET
fcis-29531	39	8	gnn	gnn	PROPN
fcis-29531	39	9	architecture	architecture	NOUN
fcis-29531	39	10	is	be	AUX
fcis-29531	39	11	fixed	fix	VERB
fcis-29531	39	12	(	(	PUNCT
fcis-29531	39	13	the	the	DET
fcis-29531	39	14	depth	depth	NOUN
fcis-29531	39	15	is	be	AUX
fcis-29531	39	16	l	l	NOUN
fcis-29531	39	17	,	,	PUNCT
fcis-29531	39	18	and	and	CCONJ
fcis-29531	39	19	the	the	DET
fcis-29531	39	20	embedding	embed	VERB
fcis-29531	39	21	size	size	NOUN
fcis-29531	39	22	of	of	ADP
fcis-29531	39	23	the	the	DET
fcis-29531	39	24	i	i	NOUN
fcis-29531	39	25	-	-	PUNCT
fcis-29531	39	26	layer	layer	NOUN
fcis-29531	39	27	converted	convert	VERB
fcis-29531	39	28	graph	graph	NOUN
fcis-29531	39	29	is	be	AUX
fcis-29531	39	30	fi	fi	NOUN
fcis-29531	39	31	)	)	PUNCT
fcis-29531	39	32	,	,	PUNCT
fcis-29531	39	33	and	and	CCONJ
fcis-29531	39	34	the	the	DET
fcis-29531	39	35	average	average	ADJ
fcis-29531	39	36	neighbor	neighbor	NOUN
fcis-29531	39	37	number	number	NOUN
fcis-29531	39	38	k	k	PROPN
fcis-29531	39	39	of	of	ADP
fcis-29531	39	40	vertices	vertex	NOUN
fcis-29531	39	41	in	in	ADP
fcis-29531	39	42	graphs	graph	NOUN
fcis-29531	39	43	of	of	ADP
fcis-29531	39	44	different	different	ADJ
fcis-29531	39	45	scales	scale	NOUN
fcis-29531	39	46	is	be	AUX
fcis-29531	39	47	roughly	roughly	ADV
fcis-29531	39	48	the	the	DET
fcis-29531	39	49	same	same	ADJ
fcis-29531	39	50	,	,	PUNCT
fcis-29531	39	51	and	and	CCONJ
fcis-29531	39	52	the	the	DET
fcis-29531	39	53	time	time	NOUN
fcis-29531	39	54	complexity	complexity	NOUN
fcis-29531	39	55	of	of	ADP
fcis-29531	39	56	feature	feature	NOUN
fcis-29531	39	57	transformation	transformation	NOUN
fcis-29531	39	58	and	and	CCONJ
fcis-29531	39	59	aggregation	aggregation	NOUN
fcis-29531	39	60	operations	operation	NOUN
fcis-29531	39	61	occupies	occupy	VERB
fcis-29531	39	62	a	a	DET
fcis-29531	39	63	dominant	dominant	ADJ
fcis-29531	39	64	position	position	NOUN
fcis-29531	39	65	in	in	ADP
fcis-29531	39	66	the	the	DET
fcis-29531	39	67	overall	overall	ADJ
fcis-29531	39	68	computational	computational	ADJ
fcis-29531	39	69	complexity	complexity	NOUN
fcis-29531	39	70	.	.	PUNCT
fcis-29531	40	1	at	at	ADP
fcis-29531	40	2	this	this	DET
fcis-29531	40	3	time	time	NOUN
fcis-29531	40	4	,	,	PUNCT
fcis-29531	40	5	the	the	DET
fcis-29531	40	6	time	time	NOUN
fcis-29531	40	7	complexity	complexity	NOUN
fcis-29531	40	8	of	of	ADP
fcis-29531	40	9	feature	feature	NOUN
fcis-29531	40	10	transformation	transformation	NOUN
fcis-29531	40	11	is	be	AUX
fcis-29531	40	12	,	,	PUNCT
fcis-29531	40	13	the	the	DET
fcis-29531	40	14	time	time	NOUN
fcis-29531	40	15	complexity	complexity	NOUN
fcis-29531	40	16	of	of	ADP
fcis-29531	40	17	aggregation	aggregation	NOUN
fcis-29531	40	18	operation	operation	NOUN
fcis-29531	40	19	is	be	AUX
fcis-29531	40	20	,	,	PUNCT
fcis-29531	40	21	and	and	CCONJ
fcis-29531	40	22	the	the	DET
fcis-29531	40	23	total	total	ADJ
fcis-29531	40	24	training	training	NOUN
fcis-29531	40	25	complexity	complexity	NOUN
fcis-29531	40	26	can	can	AUX
fcis-29531	40	27	be	be	AUX
fcis-29531	40	28	obtained	obtain	VERB
fcis-29531	40	29	by	by	ADP
fcis-29531	40	30	combining	combine	VERB
fcis-29531	40	31	the	the	DET
fcis-29531	40	32	two	two	NUM
fcis-29531	40	33	,	,	PUNCT
fcis-29531	40	34	which	which	PRON
fcis-29531	40	35	is	be	AUX
fcis-29531	40	36	further	far	ADV
fcis-29531	40	37	simplified	simplify	VERB
fcis-29531	40	38	as	as	ADP
fcis-29531	40	39	.	.	PUNCT
fcis-29531	41	1	it	it	PRON
fcis-29531	41	2	can	can	AUX
fcis-29531	41	3	be	be	AUX
fcis-29531	41	4	seen	see	VERB
fcis-29531	41	5	that	that	SCONJ
fcis-29531	41	6	the	the	DET
fcis-29531	41	7	training	training	NOUN
fcis-29531	41	8	time	time	NOUN
fcis-29531	41	9	complexity	complexity	NOUN
fcis-29531	41	10	is	be	AUX
fcis-29531	41	11	linearly	linearly	ADV
fcis-29531	41	12	and	and	CCONJ
fcis-29531	41	13	positively	positively	ADV
fcis-29531	41	14	correlated	correlate	VERB
fcis-29531	41	15	with	with	ADP
fcis-29531	41	16	the	the	DET
fcis-29531	41	17	number	number	NOUN
fcis-29531	41	18	of	of	ADP
fcis-29531	41	19	vertices	vertex	NOUN
fcis-29531	41	20	n	n	ADP
fcis-29531	41	21	of	of	ADP
fcis-29531	41	22	the	the	DET
fcis-29531	41	23	graph	graph	NOUN
fcis-29531	41	24	,	,	PUNCT
fcis-29531	41	25	which	which	PRON
fcis-29531	41	26	will	will	AUX
fcis-29531	41	27	inevitably	inevitably	ADV
fcis-29531	41	28	lead	lead	VERB
fcis-29531	41	29	to	to	ADP
fcis-29531	41	30	an	an	DET
fcis-29531	41	31	exponential	exponential	ADJ
fcis-29531	41	32	increase	increase	NOUN
fcis-29531	41	33	in	in	ADP
fcis-29531	41	34	the	the	DET
fcis-29531	41	35	demand	demand	NOUN
fcis-29531	41	36	for	for	ADP
fcis-29531	41	37	computing	compute	VERB
fcis-29531	41	38	resources	resource	NOUN
fcis-29531	41	39	,	,	PUNCT
fcis-29531	41	40	which	which	PRON
fcis-29531	41	41	seriously	seriously	ADV
fcis-29531	41	42	limits	limit	VERB
fcis-29531	41	43	its	its	PRON
fcis-29531	41	44	feasibility	feasibility	NOUN
fcis-29531	41	45	in	in	ADP
fcis-29531	41	46	practical	practical	ADJ
fcis-29531	41	47	applications	application	NOUN
fcis-29531	41	48	.	.	PUNCT
fcis-29531	42	1	the	the	DET
fcis-29531	42	2	time	time	NOUN
fcis-29531	42	3	complexity	complexity	NOUN
fcis-29531	42	4	of	of	ADP
fcis-29531	42	5	aggregation	aggregation	NOUN
fcis-29531	42	6	operation	operation	NOUN
fcis-29531	42	7	is	be	AUX
fcis-29531	42	8	combining	combine	VERB
fcis-29531	42	9	them	they	PRON
fcis-29531	42	10	,	,	PUNCT
fcis-29531	42	11	the	the	DET
fcis-29531	42	12	total	total	ADJ
fcis-29531	42	13	training	training	NOUN
fcis-29531	42	14	complexity	complexity	NOUN
fcis-29531	42	15	is	be	AUX
fcis-29531	42	16	.it	.it	PUNCT
fcis-29531	42	17	can	can	AUX
fcis-29531	42	18	be	be	AUX
fcis-29531	42	19	seen	see	VERB
fcis-29531	42	20	that	that	SCONJ
fcis-29531	42	21	the	the	DET
fcis-29531	42	22	training	training	NOUN
fcis-29531	42	23	time	time	NOUN
fcis-29531	42	24	complexity	complexity	NOUN
fcis-29531	42	25	is	be	AUX
fcis-29531	42	26	linearly	linearly	ADV
fcis-29531	42	27	and	and	CCONJ
fcis-29531	42	28	positively	positively	ADV
fcis-29531	42	29	correlated	correlate	VERB
fcis-29531	42	30	with	with	ADP
fcis-29531	42	31	the	the	DET
fcis-29531	42	32	number	number	NOUN
fcis-29531	42	33	of	of	ADP
fcis-29531	42	34	vertices	vertex	NOUN
fcis-29531	42	35	n	n	ADP
fcis-29531	42	36	of	of	ADP
fcis-29531	42	37	the	the	DET
fcis-29531	42	38	graph	graph	NOUN
fcis-29531	42	39	,	,	PUNCT
fcis-29531	42	40	which	which	PRON
fcis-29531	42	41	will	will	AUX
fcis-29531	42	42	inevitably	inevitably	ADV
fcis-29531	42	43	lead	lead	VERB
fcis-29531	42	44	to	to	ADP
fcis-29531	42	45	an	an	DET
fcis-29531	42	46	exponential	exponential	ADJ
fcis-29531	42	47	increase	increase	NOUN
fcis-29531	42	48	in	in	ADP
fcis-29531	42	49	the	the	DET
fcis-29531	42	50	demand	demand	NOUN
fcis-29531	42	51	for	for	ADP
fcis-29531	42	52	computing	compute	VERB
fcis-29531	42	53	resources	resource	NOUN
fcis-29531	42	54	,	,	PUNCT
fcis-29531	42	55	which	which	PRON
fcis-29531	42	56	seriously	seriously	ADV
fcis-29531	42	57	limits	limit	VERB
fcis-29531	42	58	its	its	PRON
fcis-29531	42	59	feasibility	feasibility	NOUN
fcis-29531	42	60	in	in	ADP
fcis-29531	42	61	practical	practical	ADJ
fcis-29531	42	62	applications	application	NOUN
fcis-29531	42	63	.	.	PUNCT
fcis-29531	43	1	3.2	3.2	NUM
fcis-29531	43	2	.	.	PUNCT
fcis-29531	44	1	the	the	DET
fcis-29531	44	2	embedding	embed	VERB
fcis-29531	44	3	method	method	NOUN
fcis-29531	44	4	of	of	ADP
fcis-29531	44	5	vascular	vascular	ADJ
fcis-29531	44	6	map	map	NOUN
fcis-29531	44	7	proposed	propose	VERB
fcis-29531	44	8	in	in	ADP
fcis-29531	44	9	this	this	DET
fcis-29531	44	10	paper	paper	NOUN
fcis-29531	44	11	in	in	ADP
fcis-29531	44	12	order	order	NOUN
fcis-29531	44	13	to	to	PART
fcis-29531	44	14	overcome	overcome	VERB
fcis-29531	44	15	the	the	DET
fcis-29531	44	16	limitations	limitation	NOUN
fcis-29531	44	17	of	of	ADP
fcis-29531	44	18	traditional	traditional	ADJ
fcis-29531	44	19	methods	method	NOUN
fcis-29531	44	20	,	,	PUNCT
fcis-29531	44	21	this	this	DET
fcis-29531	44	22	study	study	NOUN
fcis-29531	44	23	proposes	propose	VERB
fcis-29531	44	24	a	a	DET
fcis-29531	44	25	brand	brand	NOUN
fcis-29531	44	26	-	-	PUNCT
fcis-29531	44	27	new	new	ADJ
fcis-29531	44	28	strategy	strategy	NOUN
fcis-29531	44	29	for	for	ADP
fcis-29531	44	30	embedding	embed	VERB
fcis-29531	44	31	vascular	vascular	ADJ
fcis-29531	44	32	maps	map	NOUN
fcis-29531	44	33	.	.	PUNCT
fcis-29531	45	1	the	the	DET
fcis-29531	45	2	blood	blood	NOUN
fcis-29531	45	3	vessels	vessel	NOUN
fcis-29531	45	4	are	be	AUX
fcis-29531	45	5	divided	divide	VERB
fcis-29531	45	6	into	into	ADP
fcis-29531	45	7	several	several	ADJ
fcis-29531	45	8	key	key	ADJ
fcis-29531	45	9	structural	structural	ADJ
fcis-29531	45	10	units	unit	NOUN
fcis-29531	45	11	,	,	PUNCT
fcis-29531	45	12	and	and	CCONJ
fcis-29531	45	13	the	the	DET
fcis-29531	45	14	branch	branch	NOUN
fcis-29531	45	15	points	point	NOUN
fcis-29531	45	16	of	of	ADP
fcis-29531	45	17	blood	blood	NOUN
fcis-29531	45	18	vessels	vessel	NOUN
fcis-29531	45	19	and	and	CCONJ
fcis-29531	45	20	the	the	DET
fcis-29531	45	21	connection	connection	NOUN
fcis-29531	45	22	points	point	NOUN
fcis-29531	45	23	of	of	ADP
fcis-29531	45	24	different	different	ADJ
fcis-29531	45	25	elastic	elastic	ADJ
fcis-29531	45	26	modulus	modulus	NOUN
fcis-29531	45	27	areas	area	NOUN
fcis-29531	45	28	are	be	AUX
fcis-29531	45	29	the	the	DET
fcis-29531	45	30	vertices	vertex	NOUN
fcis-29531	45	31	in	in	ADP
fcis-29531	45	32	the	the	DET
fcis-29531	45	33	diagram	diagram	NOUN
fcis-29531	45	34	.	.	PUNCT
fcis-29531	46	1	each	each	DET
fcis-29531	46	2	vertex	vertex	NOUN
fcis-29531	46	3	not	not	PART
fcis-29531	46	4	only	only	ADV
fcis-29531	46	5	contains	contain	VERB
fcis-29531	46	6	its	its	PRON
fcis-29531	46	7	own	own	ADJ
fcis-29531	46	8	geometric	geometric	ADJ
fcis-29531	46	9	information	information	NOUN
fcis-29531	46	10	,	,	PUNCT
fcis-29531	46	11	including	include	VERB
fcis-29531	46	12	the	the	DET
fcis-29531	46	13	length	length	NOUN
fcis-29531	46	14	,	,	PUNCT
fcis-29531	46	15	diameter	diameter	NOUN
fcis-29531	46	16	and	and	CCONJ
fcis-29531	46	17	wall	wall	NOUN
fcis-29531	46	18	thickness	thickness	NOUN
fcis-29531	46	19	of	of	ADP
fcis-29531	46	20	the	the	DET
fcis-29531	46	21	local	local	ADJ
fcis-29531	46	22	vascular	vascular	ADJ
fcis-29531	46	23	segment	segment	NOUN
fcis-29531	46	24	,	,	PUNCT
fcis-29531	46	25	but	but	CCONJ
fcis-29531	46	26	also	also	ADV
fcis-29531	46	27	includes	include	VERB
fcis-29531	46	28	biomechanical	biomechanical	ADJ
fcis-29531	46	29	information	information	NOUN
fcis-29531	46	30	,	,	PUNCT
fcis-29531	46	31	elastic	elastic	ADJ
fcis-29531	46	32	coefficient	coefficient	NOUN
fcis-29531	46	33	,	,	PUNCT
fcis-29531	46	34	poisson	poisson	PROPN
fcis-29531	46	35	's	's	PART
fcis-29531	46	36	ratio	ratio	NOUN
fcis-29531	46	37	,	,	PUNCT
fcis-29531	46	38	hemodynamic	hemodynamic	ADJ
fcis-29531	46	39	information	information	NOUN
fcis-29531	46	40	,	,	PUNCT
fcis-29531	46	41	local	local	ADJ
fcis-29531	46	42	blood	blood	NOUN
fcis-29531	46	43	flow	flow	NOUN
fcis-29531	46	44	velocity	velocity	NOUN
fcis-29531	46	45	and	and	CCONJ
fcis-29531	46	46	pressure	pressure	NOUN
fcis-29531	46	47	.	.	PUNCT
fcis-29531	47	1	in	in	ADP
fcis-29531	47	2	this	this	DET
fcis-29531	47	3	way	way	NOUN
fcis-29531	47	4	,	,	PUNCT
fcis-29531	47	5	compared	compare	VERB
fcis-29531	47	6	with	with	ADP
fcis-29531	47	7	the	the	DET
fcis-29531	47	8	traditional	traditional	ADJ
fcis-29531	47	9	method	method	NOUN
fcis-29531	47	10	,	,	PUNCT
fcis-29531	47	11	the	the	DET
fcis-29531	47	12	number	number	NOUN
fcis-29531	47	13	of	of	ADP
fcis-29531	47	14	vertices	vertex	NOUN
fcis-29531	47	15	is	be	AUX
fcis-29531	47	16	effectively	effectively	ADV
fcis-29531	47	17	reduced	reduce	VERB
fcis-29531	47	18	and	and	CCONJ
fcis-29531	47	19	the	the	DET
fcis-29531	47	20	complexity	complexity	NOUN
fcis-29531	47	21	of	of	ADP
fcis-29531	47	22	the	the	DET
fcis-29531	47	23	graph	graph	NOUN
fcis-29531	47	24	is	be	AUX
fcis-29531	47	25	greatly	greatly	ADV
fcis-29531	47	26	reduced	reduce	VERB
fcis-29531	47	27	.	.	PUNCT
fcis-29531	48	1	in	in	ADP
fcis-29531	48	2	the	the	DET
fcis-29531	48	3	process	process	NOUN
fcis-29531	48	4	of	of	ADP
fcis-29531	48	5	graph	graph	NOUN
fcis-29531	48	6	construction	construction	NOUN
fcis-29531	48	7	,	,	PUNCT
fcis-29531	48	8	the	the	DET
fcis-29531	48	9	connection	connection	NOUN
fcis-29531	48	10	relations	relation	NOUN
fcis-29531	48	11	between	between	ADP
fcis-29531	48	12	structural	structural	ADJ
fcis-29531	48	13	units	unit	NOUN
fcis-29531	48	14	are	be	AUX
fcis-29531	48	15	accurately	accurately	ADV
fcis-29531	48	16	encoded	encode	VERB
fcis-29531	48	17	by	by	ADP
fcis-29531	48	18	adjacency	adjacency	NOUN
fcis-29531	48	19	matrix	matrix	NOUN
fcis-29531	48	20	,	,	PUNCT
fcis-29531	48	21	but	but	CCONJ
fcis-29531	48	22	these	these	DET
fcis-29531	48	23	connection	connection	NOUN
fcis-29531	48	24	relations	relation	NOUN
fcis-29531	48	25	are	be	AUX
fcis-29531	48	26	not	not	PART
fcis-29531	48	27	directly	directly	ADV
fcis-29531	48	28	reflected	reflect	VERB
fcis-29531	48	29	in	in	ADP
fcis-29531	48	30	the	the	DET
fcis-29531	48	31	input	input	NOUN
fcis-29531	48	32	embedding	embed	VERB
fcis-29531	48	33	of	of	ADP
fcis-29531	48	34	vertices	vertex	NOUN
fcis-29531	48	35	,	,	PUNCT
fcis-29531	48	36	thus	thus	ADV
fcis-29531	48	37	further	far	ADV
fcis-29531	48	38	optimizing	optimize	VERB
fcis-29531	48	39	the	the	DET
fcis-29531	48	40	efficiency	efficiency	NOUN
fcis-29531	48	41	of	of	ADP
fcis-29531	48	42	data	datum	NOUN
fcis-29531	48	43	storage	storage	NOUN
fcis-29531	48	44	and	and	CCONJ
fcis-29531	48	45	calculation	calculation	NOUN
fcis-29531	48	46	.	.	PUNCT
fcis-29531	49	1	for	for	ADP
fcis-29531	49	2	stress	stress	NOUN
fcis-29531	49	3	prediction	prediction	NOUN
fcis-29531	49	4	,	,	PUNCT
fcis-29531	49	5	the	the	DET
fcis-29531	49	6	detailed	detailed	ADJ
fcis-29531	49	7	structure	structure	NOUN
fcis-29531	49	8	and	and	CCONJ
fcis-29531	49	9	mechanical	mechanical	ADJ
fcis-29531	49	10	information	information	NOUN
fcis-29531	49	11	of	of	ADP
fcis-29531	49	12	blood	blood	NOUN
fcis-29531	49	13	vessels	vessel	NOUN
fcis-29531	49	14	are	be	AUX
fcis-29531	49	15	obtained	obtain	VERB
fcis-29531	49	16	by	by	ADP
fcis-29531	49	17	means	mean	NOUN
fcis-29531	49	18	of	of	ADP
fcis-29531	49	19	high	high	ADJ
fcis-29531	49	20	-	-	PUNCT
fcis-29531	49	21	precision	precision	NOUN
fcis-29531	49	22	medical	medical	ADJ
fcis-29531	49	23	imaging	imaging	NOUN
fcis-29531	49	24	technology	technology	NOUN
fcis-29531	49	25	and	and	CCONJ
fcis-29531	49	26	computational	computational	ADJ
fcis-29531	49	27	fluid	fluid	ADJ
fcis-29531	49	28	dynamics	dynamic	NOUN
fcis-29531	49	29	simulation	simulation	NOUN
fcis-29531	49	30	,	,	PUNCT
fcis-29531	49	31	and	and	CCONJ
fcis-29531	49	32	the	the	DET
fcis-29531	49	33	advanced	advanced	ADJ
fcis-29531	49	34	data	data	NOUN
fcis-29531	49	35	processing	processing	NOUN
fcis-29531	49	36	algorithm	algorithm	NOUN
fcis-29531	49	37	is	be	AUX
fcis-29531	49	38	used	use	VERB
fcis-29531	49	39	to	to	PART
fcis-29531	49	40	convert	convert	VERB
fcis-29531	49	41	it	it	PRON
fcis-29531	49	42	into	into	ADP
fcis-29531	49	43	unified	unified	ADJ
fcis-29531	49	44	input	input	NOUN
fcis-29531	49	45	data	datum	NOUN
fcis-29531	49	46	to	to	PART
fcis-29531	49	47	meet	meet	VERB
fcis-29531	49	48	the	the	DET
fcis-29531	49	49	input	input	NOUN
fcis-29531	49	50	requirements	requirement	NOUN
fcis-29531	49	51	of	of	ADP
fcis-29531	49	52	gnn	gnn	PROPN
fcis-29531	49	53	model	model	NOUN
fcis-29531	49	54	and	and	CCONJ
fcis-29531	49	55	ensure	ensure	VERB
fcis-29531	49	56	that	that	SCONJ
fcis-29531	49	57	the	the	DET
fcis-29531	49	58	model	model	NOUN
fcis-29531	49	59	can	can	AUX
fcis-29531	49	60	accurately	accurately	ADV
fcis-29531	49	61	learn	learn	VERB
fcis-29531	49	62	the	the	DET
fcis-29531	49	63	stress	stress	NOUN
fcis-29531	49	64	distribution	distribution	NOUN
fcis-29531	49	65	law	law	NOUN
fcis-29531	49	66	of	of	ADP
fcis-29531	49	67	blood	blood	NOUN
fcis-29531	49	68	vessels	vessel	NOUN
fcis-29531	49	69	.	.	PUNCT
fcis-29531	50	1	4	4	X
fcis-29531	50	2	.	.	X
fcis-29531	50	3	data	datum	NOUN
fcis-29531	50	4	preparation	preparation	NOUN
fcis-29531	50	5	4.1	4.1	NUM
fcis-29531	50	6	.	.	PUNCT
fcis-29531	51	1	parameter	parameter	NOUN
fcis-29531	51	2	setting	setting	NOUN
fcis-29531	51	3	of	of	ADP
fcis-29531	51	4	vascular	vascular	ADJ
fcis-29531	51	5	models	model	NOUN
fcis-29531	51	6	in	in	ADP
fcis-29531	51	7	this	this	DET
fcis-29531	51	8	study	study	NOUN
fcis-29531	51	9	,	,	PUNCT
fcis-29531	51	10	the	the	DET
fcis-29531	51	11	common	common	ADJ
fcis-29531	51	12	blood	blood	NOUN
fcis-29531	51	13	vessels	vessel	NOUN
fcis-29531	51	14	in	in	ADP
fcis-29531	51	15	human	human	ADJ
fcis-29531	51	16	body	body	NOUN
fcis-29531	51	17	,	,	PUNCT
fcis-29531	51	18	such	such	ADJ
fcis-29531	51	19	as	as	ADP
fcis-29531	51	20	coronary	coronary	ADJ
fcis-29531	51	21	artery	artery	NOUN
fcis-29531	51	22	and	and	CCONJ
fcis-29531	51	23	carotid	carotid	NOUN
fcis-29531	51	24	artery	artery	NOUN
fcis-29531	51	25	,	,	PUNCT
fcis-29531	51	26	are	be	AUX
fcis-29531	51	27	selected	select	VERB
fcis-29531	51	28	as	as	ADP
fcis-29531	51	29	the	the	DET
fcis-29531	51	30	research	research	NOUN
fcis-29531	51	31	objects	object	VERB
fcis-29531	51	32	.	.	PUNCT
fcis-29531	52	1	the	the	DET
fcis-29531	52	2	length	length	NOUN
fcis-29531	52	3	of	of	ADP
fcis-29531	52	4	blood	blood	NOUN
fcis-29531	52	5	vessels	vessel	NOUN
fcis-29531	52	6	is	be	AUX
fcis-29531	52	7	set	set	VERB
fcis-29531	52	8	according	accord	VERB
fcis-29531	52	9	to	to	ADP
fcis-29531	52	10	the	the	DET
fcis-29531	52	11	actual	actual	ADJ
fcis-29531	52	12	physiological	physiological	ADJ
fcis-29531	52	13	situation	situation	NOUN
fcis-29531	52	14	,	,	PUNCT
fcis-29531	52	15	with	with	ADP
fcis-29531	52	16	the	the	DET
fcis-29531	52	17	diameter	diameter	NOUN
fcis-29531	52	18	ranging	range	VERB
fcis-29531	52	19	from	from	ADP
fcis-29531	52	20	2	2	NUM
fcis-29531	52	21	to	to	PART
fcis-29531	52	22	10	10	NUM
fcis-29531	52	23	mm	mm	NOUN
fcis-29531	52	24	and	and	CCONJ
fcis-29531	52	25	the	the	DET
fcis-29531	52	26	thickness	thickness	NOUN
fcis-29531	52	27	of	of	ADP
fcis-29531	52	28	blood	blood	NOUN
fcis-29531	52	29	vessel	vessel	NOUN
fcis-29531	52	30	wall	wall	PROPN
fcis-29531	52	31	fluctuating	fluctuate	VERB
fcis-29531	52	32	from	from	ADP
fcis-29531	52	33	0.1	0.1	NUM
fcis-29531	52	34	to	to	PART
fcis-29531	52	35	1	1	NUM
fcis-29531	52	36	mm	mm	NOUN
fcis-29531	52	37	.	.	PUNCT
fcis-29531	53	1	considering	consider	VERB
fcis-29531	53	2	the	the	DET
fcis-29531	53	3	changes	change	NOUN
fcis-29531	53	4	of	of	ADP
fcis-29531	53	5	blood	blood	NOUN
fcis-29531	53	6	vessels	vessel	NOUN
fcis-29531	53	7	in	in	ADP
fcis-29531	53	8	different	different	ADJ
fcis-29531	53	9	physiological	physiological	ADJ
fcis-29531	53	10	states	state	NOUN
fcis-29531	53	11	,	,	PUNCT
fcis-29531	53	12	the	the	DET
fcis-29531	53	13	elastic	elastic	ADJ
fcis-29531	53	14	modulus	modulus	NOUN
fcis-29531	53	15	is	be	AUX
fcis-29531	53	16	set	set	VERB
fcis-29531	53	17	between	between	ADP
fcis-29531	53	18	0.1	0.1	NUM
fcis-29531	53	19	and	and	CCONJ
fcis-29531	53	20	10	10	NUM
fcis-29531	53	21	mpa	mpa	NOUN
fcis-29531	53	22	,	,	PUNCT
fcis-29531	53	23	and	and	CCONJ
fcis-29531	53	24	poisson	poisson	PROPN
fcis-29531	53	25	's	's	PART
fcis-29531	53	26	ratio	ratio	NOUN
fcis-29531	53	27	is	be	AUX
fcis-29531	53	28	between	between	ADP
fcis-29531	53	29	0.4	0.4	NUM
fcis-29531	53	30	and	and	CCONJ
fcis-29531	53	31	0.5	0.5	NUM
fcis-29531	53	32	.	.	PUNCT
fcis-29531	54	1	at	at	ADP
fcis-29531	54	2	the	the	DET
fcis-29531	54	3	same	same	ADJ
fcis-29531	54	4	time	time	NOUN
fcis-29531	54	5	,	,	PUNCT
fcis-29531	54	6	in	in	ADP
fcis-29531	54	7	order	order	NOUN
fcis-29531	54	8	to	to	PART
fcis-29531	54	9	simulate	simulate	VERB
fcis-29531	54	10	the	the	DET
fcis-29531	54	11	real	real	ADJ
fcis-29531	54	12	vascular	vascular	ADJ
fcis-29531	54	13	environment	environment	NOUN
fcis-29531	54	14	,	,	PUNCT
fcis-29531	54	15	different	different	ADJ
fcis-29531	54	16	degrees	degree	NOUN
fcis-29531	54	17	of	of	ADP
fcis-29531	54	18	vascular	vascular	ADJ
fcis-29531	54	19	stenosis	stenosis	NOUN
fcis-29531	54	20	are	be	AUX
fcis-29531	54	21	introduced	introduce	VERB
fcis-29531	54	22	,	,	PUNCT
fcis-29531	54	23	among	among	ADP
fcis-29531	54	24	which	which	PRON
fcis-29531	54	25	the	the	DET
fcis-29531	54	26	degree	degree	NOUN
fcis-29531	54	27	of	of	ADP
fcis-29531	54	28	stenosis	stenosis	NOUN
fcis-29531	54	29	is	be	AUX
fcis-29531	54	30	between	between	ADP
fcis-29531	54	31	0	0	NUM
fcis-29531	54	32	-	-	SYM
fcis-29531	54	33	70	70	NUM
fcis-29531	54	34	%	%	NOUN
fcis-29531	54	35	,	,	PUNCT
fcis-29531	54	36	the	the	DET
fcis-29531	54	37	blood	blood	NOUN
fcis-29531	54	38	vessel	vessel	NOUN
fcis-29531	54	39	is	be	AUX
fcis-29531	54	40	curved	curve	VERB
fcis-29531	54	41	,	,	PUNCT
fcis-29531	54	42	the	the	DET
fcis-29531	54	43	bending	bend	VERB
fcis-29531	54	44	radius	radius	NOUN
fcis-29531	54	45	is	be	AUX
fcis-29531	54	46	between	between	ADP
fcis-29531	54	47	5	5	NUM
fcis-29531	54	48	-	-	SYM
fcis-29531	54	49	50	50	NUM
fcis-29531	54	50	mm	mm	NOUN
fcis-29531	54	51	,	,	PUNCT
fcis-29531	54	52	the	the	DET
fcis-29531	54	53	blood	blood	NOUN
fcis-29531	54	54	flow	flow	NOUN
fcis-29531	54	55	velocity	velocity	NOUN
fcis-29531	54	56	changes	change	NOUN
fcis-29531	54	57	,	,	PUNCT
fcis-29531	54	58	and	and	CCONJ
fcis-29531	54	59	the	the	DET
fcis-29531	54	60	flow	flow	NOUN
fcis-29531	54	61	velocity	velocity	NOUN
fcis-29531	54	62	is	be	AUX
fcis-29531	54	63	between	between	ADP
fcis-29531	54	64	0.1	0.1	NUM
fcis-29531	54	65	-	-	SYM
fcis-29531	54	66	1	1	NUM
fcis-29531	54	67	m/s	m/s	NOUN
fcis-29531	54	68	,	,	PUNCT
fcis-29531	54	69	which	which	DET
fcis-29531	54	70			PROPN
fcis-29531	54	71			PROPN
fcis-29531	54	72			NOUN
fcis-29531	54	73			PROPN
fcis-29531	55	1	1	1	INTJ
fcis-29531	55	2	1l	1l	NUM
fcis-29531	55	3	l	l	NOUN
fcis-29531	55	4	l	l	NOUN
fcis-29531	55	5	l	l	NOUN
fcis-29531	55	6	v	v	X
fcis-29531	55	7	v	v	INTJ
fcis-29531	55	8	uu	uu	PRON
fcis-29531	55	9	n	n	PROPN
fcis-29531	55	10	vh	vh	PROPN
fcis-29531	55	11	w	w	PROPN
fcis-29531	55	12	h	h	PROPN
fcis-29531	55	13	sum	sum	NOUN
fcis-29531	55	14	h	h	PROPN
fcis-29531	55	15			PROPN
fcis-29531	55	16			PROPN
fcis-29531	55	17			PRON
fcis-29531	55	18			PRON
fcis-29531	55	19			PROPN
fcis-29531	55	20	2	2	NUM
fcis-29531	55	21	1	1	NUM
fcis-29531	55	22	1	1	NUM
fcis-29531	55	23	n	n	NOUN
fcis-29531	56	1	i	i	PRON
fcis-29531	56	2	i	i	PRON
fcis-29531	57	1	i	i	PRON
fcis-29531	57	2	mse	mse	VERB
fcis-29531	57	3	y	y	PROPN
fcis-29531	57	4	y	y	PROPN
fcis-29531	58	1	n	n	PROPN
fcis-29531	58	2			PROPN
fcis-29531	58	3			PROPN
fcis-29531	58	4			PROPN
fcis-29531	58	5			PROPN
fcis-29531	59	1			PROPN
fcis-29531	59	2			PROPN
fcis-29531	60	1			PROPN
fcis-29531	60	2			NOUN
fcis-29531	60	3			X
fcis-29531	60	4	iy	iy	PROPN
fcis-29531	60	5			PROPN
fcis-29531	60	6	1	1	NUM
fcis-29531	60	7	1	1	NUM
fcis-29531	60	8	l	l	NOUN
fcis-29531	61	1	i	i	PRON
fcis-29531	61	2	i	i	PRON
fcis-29531	62	1	i	i	PRON
fcis-29531	62	2	o	o	VERB
fcis-29531	63	1	n	n	CCONJ
fcis-29531	63	2	f	f	PROPN
fcis-29531	63	3	f	f	ADV
fcis-29531	64	1			PROPN
fcis-29531	64	2			NOUN
fcis-29531	64	3			PROPN
fcis-29531	64	4			NUM
fcis-29531	64	5			CCONJ
fcis-29531	64	6			PROPN
fcis-29531	64	7			NOUN
fcis-29531	64	8			X
fcis-29531	64	9	1	1	NUM
fcis-29531	64	10	l	l	NOUN
fcis-29531	65	1	i	i	PRON
fcis-29531	66	1	i	i	PRON
fcis-29531	66	2	o	o	VERB
fcis-29531	67	1	n	n	VERB
fcis-29531	68	1	k	k	NOUN
fcis-29531	68	2	f	f	PROPN
fcis-29531	69	1			PROPN
fcis-29531	69	2			NOUN
fcis-29531	69	3			PROPN
fcis-29531	69	4			NUM
fcis-29531	69	5			CCONJ
fcis-29531	69	6			PROPN
fcis-29531	69	7			NOUN
fcis-29531	69	8			VERB
fcis-29531	69	9	1	1	NUM
fcis-29531	69	10	1	1	NUM
fcis-29531	69	11	1	1	NUM
fcis-29531	69	12	l	l	NOUN
fcis-29531	69	13	l	l	NOUN
fcis-29531	70	1	i	i	PRON
fcis-29531	70	2	i	i	PRON
fcis-29531	71	1	i	i	PRON
fcis-29531	71	2	i	i	PRON
fcis-29531	72	1	i	i	PRON
fcis-29531	72	2	o	o	VERB
fcis-29531	73	1	n	n	VERB
fcis-29531	74	1	f	f	NOUN
fcis-29531	74	2	f	f	NOUN
fcis-29531	74	3	o	o	PROPN
fcis-29531	74	4	n	n	CCONJ
fcis-29531	74	5	k	k	PROPN
fcis-29531	74	6	f	f	PROPN
fcis-29531	74	7			PROPN
fcis-29531	75	1			PROPN
fcis-29531	75	2			NOUN
fcis-29531	75	3			PROPN
fcis-29531	75	4			PROPN
fcis-29531	75	5			PROPN
fcis-29531	75	6			PROPN
fcis-29531	75	7			PROPN
fcis-29531	75	8			PROPN
fcis-29531	75	9			PROPN
fcis-29531	76	1			PROPN
fcis-29531	76	2			PROPN
fcis-29531	76	3			PROPN
fcis-29531	77	1			ADJ
fcis-29531	77	2			PROPN
fcis-29531	77	3			PROPN
fcis-29531	77	4			NOUN
fcis-29531	77	5			X
fcis-29531	77	6			X
fcis-29531	77	7			NOUN
fcis-29531	78	1			PROPN
fcis-29531	78	2	1	1	VERB
fcis-29531	78	3	2o	2o	NOUN
fcis-29531	78	4	n	n	ADP
fcis-29531	78	5	c	c	PROPN
fcis-29531	78	6	c	c	PROPN
fcis-29531	78	7			VERB
fcis-29531	78	8	18	18	NUM
fcis-29531	78	9	comprehensively	comprehensively	ADV
fcis-29531	78	10	covers	cover	VERB
fcis-29531	78	11	the	the	DET
fcis-29531	78	12	physiological	physiological	ADJ
fcis-29531	78	13	and	and	CCONJ
fcis-29531	78	14	pathological	pathological	ADJ
fcis-29531	78	15	characteristics	characteristic	NOUN
fcis-29531	78	16	of	of	ADP
fcis-29531	78	17	blood	blood	NOUN
fcis-29531	78	18	vessels	vessel	NOUN
fcis-29531	78	19	.	.	PUNCT
fcis-29531	79	1	4.2	4.2	NUM
fcis-29531	79	2	.	.	PUNCT
fcis-29531	80	1	experimental	experimental	ADJ
fcis-29531	80	2	case	case	NOUN
fcis-29531	80	3	design	design	NOUN
fcis-29531	80	4	in	in	ADP
fcis-29531	80	5	order	order	NOUN
fcis-29531	80	6	to	to	PART
fcis-29531	80	7	explore	explore	VERB
fcis-29531	80	8	the	the	DET
fcis-29531	80	9	influence	influence	NOUN
fcis-29531	80	10	of	of	ADP
fcis-29531	80	11	various	various	ADJ
fcis-29531	80	12	factors	factor	NOUN
fcis-29531	80	13	on	on	ADP
fcis-29531	80	14	vascular	vascular	ADJ
fcis-29531	80	15	stress	stress	NOUN
fcis-29531	80	16	prediction	prediction	NOUN
fcis-29531	80	17	,	,	PUNCT
fcis-29531	80	18	a	a	DET
fcis-29531	80	19	series	series	NOUN
fcis-29531	80	20	of	of	ADP
fcis-29531	80	21	experimental	experimental	ADJ
fcis-29531	80	22	cases	case	NOUN
fcis-29531	80	23	were	be	AUX
fcis-29531	80	24	designed	design	VERB
fcis-29531	80	25	:	:	PUNCT
fcis-29531	80	26	a	a	DET
fcis-29531	80	27	case	case	NOUN
fcis-29531	80	28	study	study	NOUN
fcis-29531	80	29	on	on	ADP
fcis-29531	80	30	the	the	DET
fcis-29531	80	31	change	change	NOUN
fcis-29531	80	32	of	of	ADP
fcis-29531	80	33	vascular	vascular	ADJ
fcis-29531	80	34	geometric	geometric	ADJ
fcis-29531	80	35	characteristics	characteristic	NOUN
fcis-29531	80	36	focus	focus	VERB
fcis-29531	80	37	on	on	ADP
fcis-29531	80	38	the	the	DET
fcis-29531	80	39	influence	influence	NOUN
fcis-29531	80	40	of	of	ADP
fcis-29531	80	41	vascular	vascular	ADJ
fcis-29531	80	42	diameter	diameter	NOUN
fcis-29531	80	43	change	change	NOUN
fcis-29531	80	44	,	,	PUNCT
fcis-29531	80	45	keep	keep	VERB
fcis-29531	80	46	other	other	ADJ
fcis-29531	80	47	parameters	parameter	NOUN
fcis-29531	80	48	,	,	PUNCT
fcis-29531	80	49	including	include	VERB
fcis-29531	80	50	vascular	vascular	ADJ
fcis-29531	80	51	wall	wall	NOUN
fcis-29531	80	52	thickness	thickness	NOUN
fcis-29531	80	53	,	,	PUNCT
fcis-29531	80	54	elastic	elastic	ADJ
fcis-29531	80	55	modulus	modulus	NOUN
fcis-29531	80	56	and	and	CCONJ
fcis-29531	80	57	blood	blood	NOUN
fcis-29531	80	58	flow	flow	NOUN
fcis-29531	80	59	velocity	velocity	NOUN
fcis-29531	80	60	constant	constant	ADJ
fcis-29531	80	61	,	,	PUNCT
fcis-29531	80	62	gradually	gradually	ADV
fcis-29531	80	63	change	change	VERB
fcis-29531	80	64	the	the	DET
fcis-29531	80	65	vascular	vascular	ADJ
fcis-29531	80	66	diameter	diameter	NOUN
fcis-29531	80	67	,	,	PUNCT
fcis-29531	80	68	and	and	CCONJ
fcis-29531	80	69	construct	construct	VERB
fcis-29531	80	70	multiple	multiple	ADJ
fcis-29531	80	71	data	datum	NOUN
fcis-29531	80	72	sets	set	NOUN
fcis-29531	80	73	,	,	PUNCT
fcis-29531	80	74	each	each	PRON
fcis-29531	80	75	of	of	ADP
fcis-29531	80	76	which	which	PRON
fcis-29531	80	77	corresponds	correspond	VERB
fcis-29531	80	78	to	to	ADP
fcis-29531	80	79	a	a	DET
fcis-29531	80	80	different	different	ADJ
fcis-29531	80	81	diameter	diameter	NOUN
fcis-29531	80	82	size	size	NOUN
fcis-29531	80	83	,	,	PUNCT
fcis-29531	80	84	so	so	SCONJ
fcis-29531	80	85	as	as	SCONJ
fcis-29531	80	86	to	to	PART
fcis-29531	80	87	analyze	analyze	VERB
fcis-29531	80	88	the	the	DET
fcis-29531	80	89	internal	internal	ADJ
fcis-29531	80	90	relationship	relationship	NOUN
fcis-29531	80	91	between	between	ADP
fcis-29531	80	92	vascular	vascular	ADJ
fcis-29531	80	93	diameter	diameter	NOUN
fcis-29531	80	94	change	change	NOUN
fcis-29531	80	95	and	and	CCONJ
fcis-29531	80	96	stress	stress	NOUN
fcis-29531	80	97	distribution	distribution	NOUN
fcis-29531	80	98	.	.	PUNCT
fcis-29531	81	1	focus	focus	VERB
fcis-29531	81	2	on	on	ADP
fcis-29531	81	3	the	the	DET
fcis-29531	81	4	study	study	NOUN
fcis-29531	81	5	of	of	ADP
fcis-29531	81	6	the	the	DET
fcis-29531	81	7	influence	influence	NOUN
fcis-29531	81	8	of	of	ADP
fcis-29531	81	9	blood	blood	NOUN
fcis-29531	81	10	vessel	vessel	NOUN
fcis-29531	81	11	bending	bending	NOUN
fcis-29531	81	12	degree	degree	NOUN
fcis-29531	81	13	,	,	PUNCT
fcis-29531	81	14	fix	fix	VERB
fcis-29531	81	15	other	other	ADJ
fcis-29531	81	16	geometric	geometric	ADJ
fcis-29531	81	17	and	and	CCONJ
fcis-29531	81	18	physical	physical	ADJ
fcis-29531	81	19	parameters	parameter	NOUN
fcis-29531	81	20	of	of	ADP
fcis-29531	81	21	blood	blood	NOUN
fcis-29531	81	22	vessels	vessel	NOUN
fcis-29531	81	23	,	,	PUNCT
fcis-29531	81	24	generate	generate	VERB
fcis-29531	81	25	blood	blood	NOUN
fcis-29531	81	26	vessel	vessel	NOUN
fcis-29531	81	27	model	model	NOUN
fcis-29531	81	28	data	datum	NOUN
fcis-29531	81	29	sets	set	NOUN
fcis-29531	81	30	with	with	ADP
fcis-29531	81	31	different	different	ADJ
fcis-29531	81	32	bending	bending	NOUN
fcis-29531	81	33	degrees	degree	NOUN
fcis-29531	81	34	by	by	ADP
fcis-29531	81	35	adjusting	adjust	VERB
fcis-29531	81	36	the	the	DET
fcis-29531	81	37	bending	bend	VERB
fcis-29531	81	38	radius	radius	NOUN
fcis-29531	81	39	and	and	CCONJ
fcis-29531	81	40	bending	bend	VERB
fcis-29531	81	41	angle	angle	NOUN
fcis-29531	81	42	of	of	ADP
fcis-29531	81	43	blood	blood	NOUN
fcis-29531	81	44	vessels	vessel	NOUN
fcis-29531	81	45	,	,	PUNCT
fcis-29531	81	46	and	and	CCONJ
fcis-29531	81	47	then	then	ADV
fcis-29531	81	48	investigate	investigate	VERB
fcis-29531	81	49	the	the	DET
fcis-29531	81	50	mechanism	mechanism	NOUN
fcis-29531	81	51	of	of	ADP
fcis-29531	81	52	bending	bend	VERB
fcis-29531	81	53	on	on	ADP
fcis-29531	81	54	blood	blood	NOUN
fcis-29531	81	55	vessel	vessel	NOUN
fcis-29531	81	56	stress	stress	NOUN
fcis-29531	81	57	.	.	PUNCT
fcis-29531	82	1	case	case	NOUN
fcis-29531	82	2	of	of	ADP
fcis-29531	82	3	material	material	NOUN
fcis-29531	82	4	property	property	NOUN
fcis-29531	82	5	change	change	NOUN
fcis-29531	82	6	this	this	DET
fcis-29531	82	7	paper	paper	NOUN
fcis-29531	82	8	discusses	discuss	VERB
fcis-29531	82	9	the	the	DET
fcis-29531	82	10	influence	influence	NOUN
fcis-29531	82	11	of	of	ADP
fcis-29531	82	12	the	the	DET
fcis-29531	82	13	change	change	NOUN
fcis-29531	82	14	of	of	ADP
fcis-29531	82	15	vascular	vascular	ADJ
fcis-29531	82	16	elastic	elastic	ADJ
fcis-29531	82	17	modulus	modulus	NOUN
fcis-29531	82	18	,	,	PUNCT
fcis-29531	82	19	changes	change	VERB
fcis-29531	82	20	the	the	DET
fcis-29531	82	21	elastic	elastic	ADJ
fcis-29531	82	22	modulus	modulus	NOUN
fcis-29531	82	23	of	of	ADP
fcis-29531	82	24	vascular	vascular	ADJ
fcis-29531	82	25	wall	wall	NOUN
fcis-29531	82	26	under	under	ADP
fcis-29531	82	27	the	the	DET
fcis-29531	82	28	premise	premise	NOUN
fcis-29531	82	29	of	of	ADP
fcis-29531	82	30	other	other	ADJ
fcis-29531	82	31	conditions	condition	NOUN
fcis-29531	82	32	unchanged	unchanged	ADJ
fcis-29531	82	33	,	,	PUNCT
fcis-29531	82	34	simulates	simulate	VERB
fcis-29531	82	35	the	the	DET
fcis-29531	82	36	change	change	NOUN
fcis-29531	82	37	of	of	ADP
fcis-29531	82	38	vascular	vascular	ADJ
fcis-29531	82	39	elasticity	elasticity	NOUN
fcis-29531	82	40	under	under	ADP
fcis-29531	82	41	different	different	ADJ
fcis-29531	82	42	physiological	physiological	ADJ
fcis-29531	82	43	and	and	CCONJ
fcis-29531	82	44	pathological	pathological	ADJ
fcis-29531	82	45	conditions	condition	NOUN
fcis-29531	82	46	,	,	PUNCT
fcis-29531	82	47	and	and	CCONJ
fcis-29531	82	48	studies	study	NOUN
fcis-29531	82	49	the	the	DET
fcis-29531	82	50	correlation	correlation	NOUN
fcis-29531	82	51	between	between	ADP
fcis-29531	82	52	elastic	elastic	ADJ
fcis-29531	82	53	modulus	modulus	NOUN
fcis-29531	82	54	and	and	CCONJ
fcis-29531	82	55	vascular	vascular	ADJ
fcis-29531	82	56	stress	stress	NOUN
fcis-29531	82	57	distribution	distribution	NOUN
fcis-29531	82	58	in	in	ADP
fcis-29531	82	59	the	the	DET
fcis-29531	82	60	process	process	NOUN
fcis-29531	82	61	of	of	ADP
fcis-29531	82	62	vascular	vascular	ADJ
fcis-29531	82	63	hardening	hardening	NOUN
fcis-29531	82	64	or	or	CCONJ
fcis-29531	82	65	softening	soften	VERB
fcis-29531	82	66	.	.	PUNCT
fcis-29531	83	1	analyze	analyze	VERB
fcis-29531	83	2	the	the	DET
fcis-29531	83	3	influence	influence	NOUN
fcis-29531	83	4	of	of	ADP
fcis-29531	83	5	the	the	DET
fcis-29531	83	6	change	change	NOUN
fcis-29531	83	7	of	of	ADP
fcis-29531	83	8	blood	blood	NOUN
fcis-29531	83	9	vessel	vessel	NOUN
fcis-29531	83	10	wall	wall	PROPN
fcis-29531	83	11	thickness	thickness	PROPN
fcis-29531	83	12	,	,	PUNCT
fcis-29531	83	13	keep	keep	VERB
fcis-29531	83	14	the	the	DET
fcis-29531	83	15	diameter	diameter	NOUN
fcis-29531	83	16	,	,	PUNCT
fcis-29531	83	17	elastic	elastic	ADJ
fcis-29531	83	18	modulus	modulus	NOUN
fcis-29531	83	19	and	and	CCONJ
fcis-29531	83	20	other	other	ADJ
fcis-29531	83	21	parameters	parameter	NOUN
fcis-29531	83	22	of	of	ADP
fcis-29531	83	23	blood	blood	NOUN
fcis-29531	83	24	vessel	vessel	NOUN
fcis-29531	83	25	stable	stable	ADJ
fcis-29531	83	26	,	,	PUNCT
fcis-29531	83	27	change	change	VERB
fcis-29531	83	28	the	the	DET
fcis-29531	83	29	blood	blood	NOUN
fcis-29531	83	30	vessel	vessel	NOUN
fcis-29531	83	31	wall	wall	PROPN
fcis-29531	83	32	thickness	thickness	PROPN
fcis-29531	83	33	,	,	PUNCT
fcis-29531	83	34	and	and	CCONJ
fcis-29531	83	35	construct	construct	VERB
fcis-29531	83	36	the	the	DET
fcis-29531	83	37	corresponding	correspond	VERB
fcis-29531	83	38	data	datum	NOUN
fcis-29531	83	39	set	set	VERB
fcis-29531	83	40	to	to	PART
fcis-29531	83	41	reveal	reveal	VERB
fcis-29531	83	42	the	the	DET
fcis-29531	83	43	role	role	NOUN
fcis-29531	83	44	of	of	ADP
fcis-29531	83	45	blood	blood	NOUN
fcis-29531	83	46	vessel	vessel	NOUN
fcis-29531	83	47	wall	wall	PROPN
fcis-29531	83	48	thickness	thickness	PROPN
fcis-29531	83	49	in	in	ADP
fcis-29531	83	50	stress	stress	ADJ
fcis-29531	83	51	distribution	distribution	NOUN
fcis-29531	83	52	.	.	PUNCT
fcis-29531	84	1	cases	case	NOUN
fcis-29531	84	2	of	of	ADP
fcis-29531	84	3	hemodynamic	hemodynamic	ADJ
fcis-29531	84	4	factors	factor	NOUN
fcis-29531	84	5	investigate	investigate	VERB
fcis-29531	84	6	the	the	DET
fcis-29531	84	7	influence	influence	NOUN
fcis-29531	84	8	of	of	ADP
fcis-29531	84	9	blood	blood	NOUN
fcis-29531	84	10	flow	flow	NOUN
fcis-29531	84	11	velocity	velocity	NOUN
fcis-29531	84	12	change	change	NOUN
fcis-29531	84	13	,	,	PUNCT
fcis-29531	84	14	keep	keep	VERB
fcis-29531	84	15	the	the	DET
fcis-29531	84	16	vascular	vascular	ADJ
fcis-29531	84	17	structure	structure	NOUN
fcis-29531	84	18	and	and	CCONJ
fcis-29531	84	19	material	material	NOUN
fcis-29531	84	20	characteristics	characteristic	NOUN
fcis-29531	84	21	unchanged	unchanged	ADJ
fcis-29531	84	22	,	,	PUNCT
fcis-29531	84	23	set	set	VERB
fcis-29531	84	24	different	different	ADJ
fcis-29531	84	25	blood	blood	NOUN
fcis-29531	84	26	flow	flow	NOUN
fcis-29531	84	27	velocity	velocity	NOUN
fcis-29531	84	28	scenes	scene	NOUN
fcis-29531	84	29	,	,	PUNCT
fcis-29531	84	30	generate	generate	VERB
fcis-29531	84	31	data	data	NOUN
fcis-29531	84	32	sets	set	NOUN
fcis-29531	84	33	,	,	PUNCT
fcis-29531	84	34	and	and	CCONJ
fcis-29531	84	35	study	study	VERB
fcis-29531	84	36	the	the	DET
fcis-29531	84	37	dynamic	dynamic	ADJ
fcis-29531	84	38	relationship	relationship	NOUN
fcis-29531	84	39	between	between	ADP
fcis-29531	84	40	blood	blood	NOUN
fcis-29531	84	41	flow	flow	NOUN
fcis-29531	84	42	velocity	velocity	NOUN
fcis-29531	84	43	and	and	CCONJ
fcis-29531	84	44	vascular	vascular	ADJ
fcis-29531	84	45	stress	stress	NOUN
fcis-29531	84	46	,	,	PUNCT
fcis-29531	84	47	as	as	ADV
fcis-29531	84	48	well	well	ADV
fcis-29531	84	49	as	as	ADP
fcis-29531	84	50	the	the	DET
fcis-29531	84	51	difference	difference	NOUN
fcis-29531	84	52	of	of	ADP
fcis-29531	84	53	the	the	DET
fcis-29531	84	54	influence	influence	NOUN
fcis-29531	84	55	of	of	ADP
fcis-29531	84	56	high	high	ADJ
fcis-29531	84	57	-	-	PUNCT
fcis-29531	84	58	speed	speed	NOUN
fcis-29531	84	59	blood	blood	NOUN
fcis-29531	84	60	flow	flow	NOUN
fcis-29531	84	61	or	or	CCONJ
fcis-29531	84	62	low	low	ADJ
fcis-29531	84	63	-	-	PUNCT
fcis-29531	84	64	speed	speed	NOUN
fcis-29531	84	65	blood	blood	NOUN
fcis-29531	84	66	flow	flow	NOUN
fcis-29531	84	67	on	on	ADP
fcis-29531	84	68	vascular	vascular	ADJ
fcis-29531	84	69	wall	wall	NOUN
fcis-29531	84	70	stress	stress	NOUN
fcis-29531	84	71	.	.	PUNCT
fcis-29531	85	1	to	to	PART
fcis-29531	85	2	study	study	VERB
fcis-29531	85	3	the	the	DET
fcis-29531	85	4	comprehensive	comprehensive	ADJ
fcis-29531	85	5	influence	influence	NOUN
fcis-29531	85	6	of	of	ADP
fcis-29531	85	7	vascular	vascular	ADJ
fcis-29531	85	8	stenosis	stenosis	NOUN
fcis-29531	85	9	on	on	ADP
fcis-29531	85	10	hemodynamics	hemodynamic	NOUN
fcis-29531	85	11	and	and	CCONJ
fcis-29531	85	12	stress	stress	NOUN
fcis-29531	85	13	distribution	distribution	NOUN
fcis-29531	85	14	,	,	PUNCT
fcis-29531	85	15	introduce	introduce	VERB
fcis-29531	85	16	stenosis	stenosis	NOUN
fcis-29531	85	17	lesions	lesion	NOUN
fcis-29531	85	18	of	of	ADP
fcis-29531	85	19	different	different	ADJ
fcis-29531	85	20	degrees	degree	NOUN
fcis-29531	85	21	and	and	CCONJ
fcis-29531	85	22	positions	position	NOUN
fcis-29531	85	23	into	into	ADP
fcis-29531	85	24	blood	blood	NOUN
fcis-29531	85	25	vessels	vessel	NOUN
fcis-29531	85	26	,	,	PUNCT
fcis-29531	85	27	and	and	CCONJ
fcis-29531	85	28	combine	combine	VERB
fcis-29531	85	29	with	with	ADP
fcis-29531	85	30	the	the	DET
fcis-29531	85	31	change	change	NOUN
fcis-29531	85	32	of	of	ADP
fcis-29531	85	33	blood	blood	NOUN
fcis-29531	85	34	flow	flow	NOUN
fcis-29531	85	35	velocity	velocity	NOUN
fcis-29531	85	36	to	to	PART
fcis-29531	85	37	construct	construct	VERB
fcis-29531	85	38	a	a	DET
fcis-29531	85	39	complex	complex	ADJ
fcis-29531	85	40	data	datum	NOUN
fcis-29531	85	41	set	set	VERB
fcis-29531	85	42	to	to	PART
fcis-29531	85	43	analyze	analyze	VERB
fcis-29531	85	44	the	the	DET
fcis-29531	85	45	influence	influence	NOUN
fcis-29531	85	46	mechanism	mechanism	NOUN
fcis-29531	85	47	of	of	ADP
fcis-29531	85	48	blood	blood	NOUN
fcis-29531	85	49	flow	flow	NOUN
fcis-29531	85	50	disorder	disorder	NOUN
fcis-29531	85	51	caused	cause	VERB
fcis-29531	85	52	by	by	ADP
fcis-29531	85	53	stenosis	stenosis	NOUN
fcis-29531	85	54	on	on	ADP
fcis-29531	85	55	vascular	vascular	ADJ
fcis-29531	85	56	wall	wall	NOUN
fcis-29531	85	57	stress	stress	PROPN
fcis-29531	85	58	.	.	PUNCT
fcis-29531	86	1	comprehensive	comprehensive	ADJ
fcis-29531	86	2	case	case	NOUN
fcis-29531	86	3	a	a	DET
fcis-29531	86	4	comprehensive	comprehensive	ADJ
fcis-29531	86	5	model	model	NOUN
fcis-29531	86	6	evaluation	evaluation	NOUN
fcis-29531	86	7	is	be	AUX
fcis-29531	86	8	carried	carry	VERB
fcis-29531	86	9	out	out	ADP
fcis-29531	86	10	,	,	PUNCT
fcis-29531	86	11	taking	take	VERB
fcis-29531	86	12	into	into	ADP
fcis-29531	86	13	account	account	NOUN
fcis-29531	86	14	the	the	DET
fcis-29531	86	15	changes	change	NOUN
fcis-29531	86	16	of	of	ADP
fcis-29531	86	17	geometric	geometric	ADJ
fcis-29531	86	18	characteristics	characteristic	NOUN
fcis-29531	86	19	,	,	PUNCT
fcis-29531	86	20	material	material	NOUN
fcis-29531	86	21	characteristics	characteristic	NOUN
fcis-29531	86	22	and	and	CCONJ
fcis-29531	86	23	hemodynamic	hemodynamic	ADJ
fcis-29531	86	24	factors	factor	NOUN
fcis-29531	86	25	of	of	ADP
fcis-29531	86	26	blood	blood	NOUN
fcis-29531	86	27	vessels	vessel	NOUN
fcis-29531	86	28	at	at	ADP
fcis-29531	86	29	the	the	DET
fcis-29531	86	30	same	same	ADJ
fcis-29531	86	31	time	time	NOUN
fcis-29531	86	32	,	,	PUNCT
fcis-29531	86	33	and	and	CCONJ
fcis-29531	86	34	constructing	construct	VERB
fcis-29531	86	35	a	a	DET
fcis-29531	86	36	highly	highly	ADV
fcis-29531	86	37	complex	complex	ADJ
fcis-29531	86	38	data	datum	NOUN
fcis-29531	86	39	set	set	VERB
fcis-29531	86	40	to	to	PART
fcis-29531	86	41	simulate	simulate	VERB
fcis-29531	86	42	the	the	DET
fcis-29531	86	43	complex	complex	ADJ
fcis-29531	86	44	state	state	NOUN
fcis-29531	86	45	of	of	ADP
fcis-29531	86	46	real	real	ADJ
fcis-29531	86	47	blood	blood	NOUN
fcis-29531	86	48	vessels	vessel	NOUN
fcis-29531	86	49	in	in	ADP
fcis-29531	86	50	the	the	DET
fcis-29531	86	51	physiological	physiological	ADJ
fcis-29531	86	52	and	and	CCONJ
fcis-29531	86	53	pathological	pathological	ADJ
fcis-29531	86	54	process	process	NOUN
fcis-29531	86	55	,	,	PUNCT
fcis-29531	86	56	so	so	SCONJ
fcis-29531	86	57	as	as	SCONJ
fcis-29531	86	58	to	to	PART
fcis-29531	86	59	test	test	VERB
fcis-29531	86	60	the	the	DET
fcis-29531	86	61	prediction	prediction	NOUN
fcis-29531	86	62	ability	ability	NOUN
fcis-29531	86	63	and	and	CCONJ
fcis-29531	86	64	stability	stability	NOUN
fcis-29531	86	65	of	of	ADP
fcis-29531	86	66	the	the	DET
fcis-29531	86	67	model	model	NOUN
fcis-29531	86	68	in	in	ADP
fcis-29531	86	69	complex	complex	ADJ
fcis-29531	86	70	environment	environment	NOUN
fcis-29531	86	71	.	.	PUNCT
fcis-29531	87	1	for	for	ADP
fcis-29531	87	2	each	each	DET
fcis-29531	87	3	experimental	experimental	ADJ
fcis-29531	87	4	case	case	NOUN
fcis-29531	87	5	,	,	PUNCT
fcis-29531	87	6	an	an	DET
fcis-29531	87	7	independent	independent	ADJ
fcis-29531	87	8	data	datum	NOUN
fcis-29531	87	9	set	set	VERB
fcis-29531	87	10	is	be	AUX
fcis-29531	87	11	carefully	carefully	ADV
fcis-29531	87	12	prepared	prepare	VERB
fcis-29531	87	13	and	and	CCONJ
fcis-29531	87	14	scientifically	scientifically	ADV
fcis-29531	87	15	divided	divide	VERB
fcis-29531	87	16	according	accord	VERB
fcis-29531	87	17	to	to	ADP
fcis-29531	87	18	the	the	DET
fcis-29531	87	19	proportion	proportion	NOUN
fcis-29531	87	20	of	of	ADP
fcis-29531	87	21	80	80	NUM
fcis-29531	87	22	%	%	NOUN
fcis-29531	87	23	for	for	ADP
fcis-29531	87	24	training	training	NOUN
fcis-29531	87	25	,	,	PUNCT
fcis-29531	87	26	10	10	NUM
fcis-29531	87	27	%	%	NOUN
fcis-29531	87	28	for	for	ADP
fcis-29531	87	29	verification	verification	NOUN
fcis-29531	87	30	and	and	CCONJ
fcis-29531	87	31	10	10	NUM
fcis-29531	87	32	%	%	NOUN
fcis-29531	87	33	for	for	ADP
fcis-29531	87	34	testing	testing	NOUN
fcis-29531	87	35	.	.	PUNCT
fcis-29531	88	1	the	the	DET
fcis-29531	88	2	data	datum	NOUN
fcis-29531	88	3	set	set	VERB
fcis-29531	88	4	is	be	AUX
fcis-29531	88	5	generated	generate	VERB
fcis-29531	88	6	with	with	ADP
fcis-29531	88	7	the	the	DET
fcis-29531	88	8	help	help	NOUN
fcis-29531	88	9	of	of	ADP
fcis-29531	88	10	advanced	advanced	ADJ
fcis-29531	88	11	medical	medical	ADJ
fcis-29531	88	12	image	image	NOUN
fcis-29531	88	13	processing	processing	NOUN
fcis-29531	88	14	software	software	NOUN
fcis-29531	88	15	,	,	PUNCT
fcis-29531	88	16	computational	computational	ADJ
fcis-29531	88	17	fluid	fluid	ADJ
fcis-29531	88	18	dynamics	dynamic	NOUN
fcis-29531	88	19	simulation	simulation	NOUN
fcis-29531	88	20	software	software	NOUN
fcis-29531	88	21	and	and	CCONJ
fcis-29531	88	22	biomechanical	biomechanical	ADJ
fcis-29531	88	23	modeling	modeling	NOUN
fcis-29531	88	24	tools	tool	NOUN
fcis-29531	88	25	,	,	PUNCT
fcis-29531	88	26	and	and	CCONJ
fcis-29531	88	27	the	the	DET
fcis-29531	88	28	accuracy	accuracy	NOUN
fcis-29531	88	29	and	and	CCONJ
fcis-29531	88	30	reliability	reliability	NOUN
fcis-29531	88	31	of	of	ADP
fcis-29531	88	32	the	the	DET
fcis-29531	88	33	data	datum	NOUN
fcis-29531	88	34	are	be	AUX
fcis-29531	88	35	ensured	ensure	VERB
fcis-29531	88	36	through	through	ADP
fcis-29531	88	37	multi	multi	ADJ
fcis-29531	88	38	-	-	ADJ
fcis-29531	88	39	modal	modal	ADJ
fcis-29531	88	40	data	datum	NOUN
fcis-29531	88	41	fusion	fusion	NOUN
fcis-29531	88	42	and	and	CCONJ
fcis-29531	88	43	parametric	parametric	ADJ
fcis-29531	88	44	modeling	modeling	NOUN
fcis-29531	88	45	technology	technology	NOUN
fcis-29531	88	46	.	.	PUNCT
fcis-29531	89	1	in	in	ADP
fcis-29531	89	2	the	the	DET
fcis-29531	89	3	process	process	NOUN
fcis-29531	89	4	of	of	ADP
fcis-29531	89	5	data	datum	NOUN
fcis-29531	89	6	processing	processing	NOUN
fcis-29531	89	7	,	,	PUNCT
fcis-29531	89	8	the	the	DET
fcis-29531	89	9	original	original	ADJ
fcis-29531	89	10	data	datum	NOUN
fcis-29531	89	11	are	be	AUX
fcis-29531	89	12	strictly	strictly	ADV
fcis-29531	89	13	normalized	normalize	VERB
fcis-29531	89	14	and	and	CCONJ
fcis-29531	89	15	standardized	standardize	VERB
fcis-29531	89	16	to	to	PART
fcis-29531	89	17	meet	meet	VERB
fcis-29531	89	18	the	the	DET
fcis-29531	89	19	input	input	NOUN
fcis-29531	89	20	requirements	requirement	NOUN
fcis-29531	89	21	of	of	ADP
fcis-29531	89	22	gnn	gnn	PROPN
fcis-29531	89	23	model	model	NOUN
fcis-29531	89	24	.	.	PUNCT
fcis-29531	90	1	at	at	ADP
fcis-29531	90	2	the	the	DET
fcis-29531	90	3	same	same	ADJ
fcis-29531	90	4	time	time	NOUN
fcis-29531	90	5	,	,	PUNCT
fcis-29531	90	6	data	data	NOUN
fcis-29531	90	7	enhancement	enhancement	NOUN
fcis-29531	90	8	technology	technology	NOUN
fcis-29531	90	9	is	be	AUX
fcis-29531	90	10	used	use	VERB
fcis-29531	90	11	to	to	PART
fcis-29531	90	12	expand	expand	VERB
fcis-29531	90	13	the	the	DET
fcis-29531	90	14	data	datum	NOUN
fcis-29531	90	15	set	set	VERB
fcis-29531	90	16	and	and	CCONJ
fcis-29531	90	17	improve	improve	VERB
fcis-29531	90	18	the	the	DET
fcis-29531	90	19	generalization	generalization	NOUN
fcis-29531	90	20	ability	ability	NOUN
fcis-29531	90	21	of	of	ADP
fcis-29531	90	22	the	the	DET
fcis-29531	90	23	model	model	NOUN
fcis-29531	90	24	.	.	PUNCT
fcis-29531	91	1	the	the	DET
fcis-29531	91	2	training	training	NOUN
fcis-29531	91	3	of	of	ADP
fcis-29531	91	4	gnn	gnn	PROPN
fcis-29531	91	5	model	model	NOUN
fcis-29531	91	6	is	be	AUX
fcis-29531	91	7	carried	carry	VERB
fcis-29531	91	8	out	out	ADP
fcis-29531	91	9	efficiently	efficiently	ADV
fcis-29531	91	10	on	on	ADP
fcis-29531	91	11	a	a	DET
fcis-29531	91	12	computing	compute	VERB
fcis-29531	91	13	platform	platform	NOUN
fcis-29531	91	14	equipped	equip	VERB
fcis-29531	91	15	with	with	ADP
fcis-29531	91	16	high	high	ADJ
fcis-29531	91	17	-	-	PUNCT
fcis-29531	91	18	performance	performance	NOUN
fcis-29531	91	19	gpu	gpu	NOUN
fcis-29531	91	20	,	,	PUNCT
fcis-29531	91	21	using	use	VERB
fcis-29531	91	22	python	python	NOUN
fcis-29531	91	23	programming	programming	NOUN
fcis-29531	91	24	language	language	NOUN
fcis-29531	91	25	and	and	CCONJ
fcis-29531	91	26	deep	deep	ADJ
fcis-29531	91	27	learning	learning	NOUN
fcis-29531	91	28	framework	framework	NOUN
fcis-29531	91	29	.	.	PUNCT
fcis-29531	92	1	5	5	X
fcis-29531	92	2	.	.	X
fcis-29531	92	3	results	result	NOUN
fcis-29531	92	4	and	and	CCONJ
fcis-29531	92	5	discussion	discussion	NOUN
fcis-29531	92	6	5.1	5.1	NUM
fcis-29531	92	7	.	.	PUNCT
fcis-29531	93	1	impact	impact	NOUN
fcis-29531	93	2	of	of	ADP
fcis-29531	93	3	graph	graph	NOUN
fcis-29531	93	4	representation	representation	NOUN
fcis-29531	93	5	on	on	ADP
fcis-29531	93	6	gnn	gnn	PROPN
fcis-29531	93	7	computing	computing	NOUN
fcis-29531	93	8	resources	resource	NOUN
fcis-29531	93	9	through	through	ADP
fcis-29531	93	10	a	a	DET
fcis-29531	93	11	typical	typical	ADJ
fcis-29531	93	12	simplified	simplified	ADJ
fcis-29531	93	13	blood	blood	NOUN
fcis-29531	93	14	vessel	vessel	NOUN
fcis-29531	93	15	model	model	NOUN
fcis-29531	93	16	test	test	NOUN
fcis-29531	93	17	case	case	NOUN
fcis-29531	93	18	,	,	PUNCT
fcis-29531	93	19	the	the	DET
fcis-29531	93	20	embedding	embed	VERB
fcis-29531	93	21	method	method	NOUN
fcis-29531	93	22	of	of	ADP
fcis-29531	93	23	blood	blood	NOUN
fcis-29531	93	24	vessel	vessel	NOUN
fcis-29531	93	25	diagram	diagram	NOUN
fcis-29531	93	26	proposed	propose	VERB
fcis-29531	93	27	in	in	ADP
fcis-29531	93	28	this	this	DET
fcis-29531	93	29	study	study	NOUN
fcis-29531	93	30	is	be	AUX
fcis-29531	93	31	compared	compare	VERB
fcis-29531	93	32	with	with	ADP
fcis-29531	93	33	the	the	DET
fcis-29531	93	34	traditional	traditional	ADJ
fcis-29531	93	35	finite	finite	ADJ
fcis-29531	93	36	element	element	NOUN
fcis-29531	93	37	vertex	vertex	NOUN
fcis-29531	93	38	diagram	diagram	NOUN
fcis-29531	93	39	representation	representation	NOUN
fcis-29531	93	40	.	.	PUNCT
fcis-29531	94	1	the	the	DET
fcis-29531	94	2	experimental	experimental	ADJ
fcis-29531	94	3	results	result	NOUN
fcis-29531	94	4	show	show	VERB
fcis-29531	94	5	that	that	SCONJ
fcis-29531	94	6	the	the	DET
fcis-29531	94	7	two	two	NUM
fcis-29531	94	8	methods	method	NOUN
fcis-29531	94	9	have	have	VERB
fcis-29531	94	10	similar	similar	ADJ
fcis-29531	94	11	performance	performance	NOUN
fcis-29531	94	12	in	in	ADP
fcis-29531	94	13	predicting	predict	VERB
fcis-29531	94	14	vascular	vascular	ADJ
fcis-29531	94	15	stress	stress	NOUN
fcis-29531	94	16	distribution	distribution	NOUN
fcis-29531	94	17	,	,	PUNCT
fcis-29531	94	18	but	but	CCONJ
fcis-29531	94	19	there	there	PRON
fcis-29531	94	20	is	be	VERB
fcis-29531	94	21	a	a	DET
fcis-29531	94	22	world	world	NOUN
fcis-29531	94	23	of	of	ADP
fcis-29531	94	24	difference	difference	NOUN
fcis-29531	94	25	in	in	ADP
fcis-29531	94	26	computing	compute	VERB
fcis-29531	94	27	resource	resource	NOUN
fcis-29531	94	28	consumption	consumption	NOUN
fcis-29531	94	29	.	.	PUNCT
fcis-29531	95	1	under	under	ADP
fcis-29531	95	2	the	the	DET
fcis-29531	95	3	same	same	ADJ
fcis-29531	95	4	graphsage	graphsage	NOUN
fcis-29531	95	5	architecture	architecture	NOUN
fcis-29531	95	6	,	,	PUNCT
fcis-29531	95	7	hyperparameter	hyperparameter	NOUN
fcis-29531	95	8	setting	setting	NOUN
fcis-29531	95	9	and	and	CCONJ
fcis-29531	95	10	data	datum	NOUN
fcis-29531	95	11	set	set	VERB
fcis-29531	95	12	conditions	condition	NOUN
fcis-29531	95	13	,	,	PUNCT
fcis-29531	95	14	this	this	DET
fcis-29531	95	15	research	research	NOUN
fcis-29531	95	16	method	method	NOUN
fcis-29531	95	17	only	only	ADV
fcis-29531	95	18	needs	need	VERB
fcis-29531	95	19	0.3s	0.3	NOUN
fcis-29531	95	20	to	to	PART
fcis-29531	95	21	train	train	VERB
fcis-29531	95	22	each	each	DET
fcis-29531	95	23	epoch	epoch	NOUN
fcis-29531	95	24	,	,	PUNCT
fcis-29531	95	25	while	while	SCONJ
fcis-29531	95	26	the	the	DET
fcis-29531	95	27	traditional	traditional	ADJ
fcis-29531	95	28	finite	finite	ADJ
fcis-29531	95	29	element	element	NOUN
fcis-29531	95	30	vertex	vertex	NOUN
fcis-29531	95	31	graph	graph	NOUN
fcis-29531	95	32	representation	representation	NOUN
fcis-29531	95	33	takes	take	VERB
fcis-29531	95	34	up	up	ADP
fcis-29531	95	35	to	to	ADP
fcis-29531	95	36	8s	8s	NUM
fcis-29531	95	37	,	,	PUNCT
fcis-29531	95	38	which	which	PRON
fcis-29531	95	39	is	be	AUX
fcis-29531	95	40	about	about	ADV
fcis-29531	95	41	27	27	NUM
fcis-29531	95	42	times	time	NOUN
fcis-29531	95	43	that	that	PRON
fcis-29531	95	44	of	of	ADP
fcis-29531	95	45	this	this	DET
fcis-29531	95	46	research	research	NOUN
fcis-29531	95	47	method	method	NOUN
fcis-29531	95	48	.	.	PUNCT
fcis-29531	96	1	in	in	ADP
fcis-29531	96	2	terms	term	NOUN
fcis-29531	96	3	of	of	ADP
fcis-29531	96	4	gpu	gpu	NOUN
fcis-29531	96	5	memory	memory	NOUN
fcis-29531	96	6	occupation	occupation	NOUN
fcis-29531	96	7	,	,	PUNCT
fcis-29531	96	8	this	this	DET
fcis-29531	96	9	research	research	NOUN
fcis-29531	96	10	method	method	NOUN
fcis-29531	96	11	only	only	ADV
fcis-29531	96	12	needs	need	VERB
fcis-29531	96	13	0.6	0.6	NUM
fcis-29531	96	14	gb	gb	NOUN
fcis-29531	96	15	when	when	SCONJ
fcis-29531	96	16	processing	processing	NOUN
fcis-29531	96	17	data	datum	NOUN
fcis-29531	96	18	of	of	ADP
fcis-29531	96	19	the	the	DET
fcis-29531	96	20	same	same	ADJ
fcis-29531	96	21	size	size	NOUN
fcis-29531	96	22	,	,	PUNCT
fcis-29531	96	23	while	while	SCONJ
fcis-29531	96	24	the	the	DET
fcis-29531	96	25	traditional	traditional	ADJ
fcis-29531	96	26	method	method	NOUN
fcis-29531	96	27	is	be	AUX
fcis-29531	96	28	as	as	ADV
fcis-29531	96	29	high	high	ADJ
fcis-29531	96	30	as	as	ADP
fcis-29531	96	31	25	25	NUM
fcis-29531	96	32	gb	gb	NOUN
fcis-29531	96	33	.	.	PUNCT
fcis-29531	97	1	this	this	PRON
fcis-29531	97	2	fully	fully	ADV
fcis-29531	97	3	proves	prove	VERB
fcis-29531	97	4	that	that	SCONJ
fcis-29531	97	5	the	the	DET
fcis-29531	97	6	graph	graph	NOUN
fcis-29531	97	7	embedding	embed	VERB
fcis-29531	97	8	method	method	NOUN
fcis-29531	97	9	proposed	propose	VERB
fcis-29531	97	10	in	in	ADP
fcis-29531	97	11	this	this	DET
fcis-29531	97	12	study	study	NOUN
fcis-29531	97	13	significantly	significantly	ADV
fcis-29531	97	14	improves	improve	VERB
fcis-29531	97	15	the	the	DET
fcis-29531	97	16	training	training	NOUN
fcis-29531	97	17	efficiency	efficiency	NOUN
fcis-29531	97	18	and	and	CCONJ
fcis-29531	97	19	greatly	greatly	ADV
fcis-29531	97	20	reduces	reduce	VERB
fcis-29531	97	21	the	the	DET
fcis-29531	97	22	dependence	dependence	NOUN
fcis-29531	97	23	on	on	ADP
fcis-29531	97	24	computing	compute	VERB
fcis-29531	97	25	resources	resource	NOUN
fcis-29531	97	26	,	,	PUNCT
fcis-29531	97	27	which	which	PRON
fcis-29531	97	28	makes	make	VERB
fcis-29531	97	29	it	it	PRON
fcis-29531	97	30	possible	possible	ADJ
fcis-29531	97	31	to	to	PART
fcis-29531	97	32	realize	realize	VERB
fcis-29531	97	33	large	large	ADJ
fcis-29531	97	34	-	-	PUNCT
fcis-29531	97	35	scale	scale	NOUN
fcis-29531	97	36	vascular	vascular	ADJ
fcis-29531	97	37	stress	stress	NOUN
fcis-29531	97	38	prediction	prediction	NOUN
fcis-29531	97	39	on	on	ADP
fcis-29531	97	40	ordinary	ordinary	ADJ
fcis-29531	97	41	computing	computing	NOUN
fcis-29531	97	42	equipment	equipment	NOUN
fcis-29531	97	43	and	and	CCONJ
fcis-29531	97	44	effectively	effectively	ADV
fcis-29531	97	45	expands	expand	VERB
fcis-29531	97	46	the	the	DET
fcis-29531	97	47	application	application	NOUN
fcis-29531	97	48	scope	scope	NOUN
fcis-29531	97	49	of	of	ADP
fcis-29531	97	50	this	this	DET
fcis-29531	97	51	technology	technology	NOUN
fcis-29531	97	52	.	.	PUNCT
fcis-29531	98	1	5.2	5.2	NUM
fcis-29531	98	2	.	.	PUNCT
fcis-29531	98	3	prediction	prediction	NOUN
fcis-29531	98	4	results	result	NOUN
fcis-29531	98	5	of	of	ADP
fcis-29531	98	6	vascular	vascular	ADJ
fcis-29531	98	7	stress	stress	NOUN
fcis-29531	98	8	under	under	ADP
fcis-29531	98	9	different	different	ADJ
fcis-29531	98	10	factors	factor	NOUN
fcis-29531	98	11	influence	influence	NOUN
fcis-29531	98	12	of	of	ADP
fcis-29531	98	13	geometric	geometric	ADJ
fcis-29531	98	14	characteristics	characteristic	NOUN
fcis-29531	98	15	of	of	ADP
fcis-29531	98	16	blood	blood	NOUN
fcis-29531	98	17	vessels	vessel	NOUN
fcis-29531	98	18	according	accord	VERB
fcis-29531	98	19	to	to	ADP
fcis-29531	98	20	the	the	DET
fcis-29531	98	21	change	change	NOUN
fcis-29531	98	22	of	of	ADP
fcis-29531	98	23	blood	blood	NOUN
fcis-29531	98	24	vessel	vessel	NOUN
fcis-29531	98	25	diameter	diameter	NOUN
fcis-29531	98	26	,	,	PUNCT
fcis-29531	98	27	the	the	DET
fcis-29531	98	28	graphsage	graphsage	NOUN
fcis-29531	98	29	model	model	NOUN
fcis-29531	98	30	using	use	VERB
fcis-29531	98	31	the	the	DET
fcis-29531	98	32	graph	graph	NOUN
fcis-29531	98	33	embedding	embed	VERB
fcis-29531	98	34	method	method	NOUN
fcis-29531	98	35	in	in	ADP
fcis-29531	98	36	this	this	DET
fcis-29531	98	37	study	study	NOUN
fcis-29531	98	38	can	can	AUX
fcis-29531	98	39	accurately	accurately	ADV
fcis-29531	98	40	capture	capture	VERB
fcis-29531	98	41	the	the	DET
fcis-29531	98	42	change	change	NOUN
fcis-29531	98	43	of	of	ADP
fcis-29531	98	44	stress	stress	NOUN
fcis-29531	98	45	distribution	distribution	NOUN
fcis-29531	98	46	caused	cause	VERB
fcis-29531	98	47	by	by	ADP
fcis-29531	98	48	the	the	DET
fcis-29531	98	49	change	change	NOUN
fcis-29531	98	50	of	of	ADP
fcis-29531	98	51	diameter	diameter	NOUN
fcis-29531	98	52	.	.	PUNCT
fcis-29531	99	1	when	when	SCONJ
fcis-29531	99	2	the	the	DET
fcis-29531	99	3	diameter	diameter	NOUN
fcis-29531	99	4	of	of	ADP
fcis-29531	99	5	blood	blood	NOUN
fcis-29531	99	6	vessel	vessel	NOUN
fcis-29531	99	7	increases	increase	VERB
fcis-29531	99	8	from	from	ADP
fcis-29531	99	9	4	4	NUM
fcis-29531	99	10	mm	mm	NOUN
fcis-29531	99	11	to	to	ADP
fcis-29531	99	12	6	6	NUM
fcis-29531	99	13	mm	mm	NOUN
fcis-29531	99	14	,	,	PUNCT
fcis-29531	99	15	the	the	DET
fcis-29531	99	16	model	model	NOUN
fcis-29531	99	17	accurately	accurately	ADV
fcis-29531	99	18	predicts	predict	VERB
fcis-29531	99	19	the	the	DET
fcis-29531	99	20	distribution	distribution	NOUN
fcis-29531	99	21	of	of	ADP
fcis-29531	99	22	stress	stress	NOUN
fcis-29531	99	23	in	in	ADP
fcis-29531	99	24	the	the	DET
fcis-29531	99	25	circumferential	circumferential	ADJ
fcis-29531	99	26	and	and	CCONJ
fcis-29531	99	27	axial	axial	ADJ
fcis-29531	99	28	directions	direction	NOUN
fcis-29531	99	29	,	,	PUNCT
fcis-29531	99	30	and	and	CCONJ
fcis-29531	99	31	the	the	DET
fcis-29531	99	32	prediction	prediction	NOUN
fcis-29531	99	33	error	error	NOUN
fcis-29531	99	34	in	in	ADP
fcis-29531	99	35	the	the	DET
fcis-29531	99	36	high	high	ADJ
fcis-29531	99	37	stress	stress	NOUN
fcis-29531	99	38	area	area	NOUN
fcis-29531	99	39	of	of	ADP
fcis-29531	99	40	blood	blood	NOUN
fcis-29531	99	41	vessel	vessel	NOUN
fcis-29531	99	42	inner	inner	ADJ
fcis-29531	99	43	wall	wall	NOUN
fcis-29531	99	44	is	be	AUX
fcis-29531	99	45	controlled	control	VERB
fcis-29531	99	46	within	within	ADP
fcis-29531	99	47	5	5	NUM
fcis-29531	99	48	%	%	NOUN
fcis-29531	99	49	,	,	PUNCT
fcis-29531	99	50	which	which	PRON
fcis-29531	99	51	is	be	AUX
fcis-29531	99	52	highly	highly	ADV
fcis-29531	99	53	consistent	consistent	ADJ
fcis-29531	99	54	with	with	ADP
fcis-29531	99	55	the	the	DET
fcis-29531	99	56	actual	actual	ADJ
fcis-29531	99	57	physical	physical	ADJ
fcis-29531	99	58	law	law	NOUN
fcis-29531	99	59	.	.	PUNCT
fcis-29531	100	1	the	the	DET
fcis-29531	100	2	model	model	NOUN
fcis-29531	100	3	also	also	ADV
fcis-29531	100	4	performs	perform	VERB
fcis-29531	100	5	well	well	ADV
fcis-29531	100	6	in	in	ADP
fcis-29531	100	7	the	the	DET
fcis-29531	100	8	case	case	NOUN
fcis-29531	100	9	of	of	ADP
fcis-29531	100	10	vascular	vascular	ADJ
fcis-29531	100	11	curvature	curvature	NOUN
fcis-29531	100	12	.	.	PUNCT
fcis-29531	101	1	taking	take	VERB
fcis-29531	101	2	a	a	DET
fcis-29531	101	3	curved	curved	ADJ
fcis-29531	101	4	branch	branch	NOUN
fcis-29531	101	5	of	of	ADP
fcis-29531	101	6	coronary	coronary	ADJ
fcis-29531	101	7	artery	artery	NOUN
fcis-29531	101	8	as	as	ADP
fcis-29531	101	9	an	an	DET
fcis-29531	101	10	example	example	NOUN
fcis-29531	101	11	,	,	PUNCT
fcis-29531	101	12	when	when	SCONJ
fcis-29531	101	13	the	the	DET
fcis-29531	101	14	bending	bend	VERB
fcis-29531	101	15	radius	radius	NOUN
fcis-29531	101	16	is	be	AUX
fcis-29531	101	17	reduced	reduce	VERB
fcis-29531	101	18	from	from	ADP
fcis-29531	101	19	20	20	NUM
fcis-29531	101	20	mm	mm	NOUN
fcis-29531	101	21	to	to	ADP
fcis-29531	101	22	10	10	NUM
fcis-29531	101	23	mm	mm	NOUN
fcis-29531	101	24	,	,	PUNCT
fcis-29531	101	25	the	the	DET
fcis-29531	101	26	model	model	NOUN
fcis-29531	101	27	successfully	successfully	ADV
fcis-29531	101	28	predicts	predict	VERB
fcis-29531	101	29	that	that	SCONJ
fcis-29531	101	30	the	the	DET
fcis-29531	101	31	stress	stress	NOUN
fcis-29531	101	32	on	on	ADP
fcis-29531	101	33	the	the	DET
fcis-29531	101	34	lateral	lateral	ADJ
fcis-29531	101	35	vascular	vascular	ADJ
fcis-29531	101	36	wall	wall	NOUN
fcis-29531	101	37	at	at	ADP
fcis-29531	101	38	the	the	DET
fcis-29531	101	39	bending	bend	VERB
fcis-29531	101	40	part	part	NOUN
fcis-29531	101	41	increases	increase	VERB
fcis-29531	101	42	significantly	significantly	ADV
fcis-29531	101	43	and	and	CCONJ
fcis-29531	101	44	the	the	DET
fcis-29531	101	45	stress	stress	NOUN
fcis-29531	101	46	on	on	ADP
fcis-29531	101	47	the	the	DET
fcis-29531	101	48	medial	medial	ADJ
fcis-29531	101	49	side	side	NOUN
fcis-29531	101	50	decreases	decrease	VERB
fcis-29531	101	51	,	,	PUNCT
fcis-29531	101	52	and	and	CCONJ
fcis-29531	101	53	the	the	DET
fcis-29531	101	54	stress	stress	NOUN
fcis-29531	101	55	change	change	NOUN
fcis-29531	101	56	trend	trend	NOUN
fcis-29531	101	57	is	be	AUX
fcis-29531	101	58	consistent	consistent	ADJ
fcis-29531	101	59	with	with	ADP
fcis-29531	101	60	the	the	DET
fcis-29531	101	61	results	result	NOUN
fcis-29531	101	62	of	of	ADP
fcis-29531	101	63	clinical	clinical	ADJ
fcis-29531	101	64	research	research	NOUN
fcis-29531	101	65	and	and	CCONJ
fcis-29531	101	66	theoretical	theoretical	ADJ
fcis-29531	101	67	analysis	analysis	NOUN
fcis-29531	101	68	,	,	PUNCT
fcis-29531	101	69	and	and	CCONJ
fcis-29531	101	70	the	the	DET
fcis-29531	101	71	prediction	prediction	NOUN
fcis-29531	101	72	accuracy	accuracy	NOUN
fcis-29531	101	73	is	be	AUX
fcis-29531	101	74	over	over	ADP
fcis-29531	101	75	95	95	NUM
fcis-29531	101	76	%	%	NOUN
fcis-29531	101	77	.	.	PUNCT
fcis-29531	102	1	influence	influence	NOUN
fcis-29531	102	2	of	of	ADP
fcis-29531	102	3	material	material	ADJ
fcis-29531	102	4	characteristic	characteristic	ADJ
fcis-29531	102	5	factors	factor	NOUN
fcis-29531	102	6	graphsage	graphsage	NOUN
fcis-29531	102	7	model	model	NOUN
fcis-29531	102	8	effectively	effectively	ADV
fcis-29531	102	9	reflects	reflect	VERB
fcis-29531	102	10	the	the	DET
fcis-29531	102	11	relationship	relationship	NOUN
fcis-29531	102	12	between	between	ADP
fcis-29531	102	13	elastic	elastic	ADJ
fcis-29531	102	14	modulus	modulus	NOUN
fcis-29531	102	15	and	and	CCONJ
fcis-29531	102	16	stress	stress	NOUN
fcis-29531	102	17	when	when	SCONJ
fcis-29531	102	18	studying	study	VERB
fcis-29531	102	19	the	the	DET
fcis-29531	102	20	changes	change	NOUN
fcis-29531	102	21	of	of	ADP
fcis-29531	102	22	elastic	elastic	ADJ
fcis-29531	102	23	modulus	modulus	NOUN
fcis-29531	102	24	of	of	ADP
fcis-29531	102	25	blood	blood	NOUN
fcis-29531	102	26	vessels	vessel	NOUN
fcis-29531	102	27	.	.	PUNCT
fcis-29531	103	1	when	when	SCONJ
fcis-29531	103	2	the	the	DET
fcis-29531	103	3	elastic	elastic	ADJ
fcis-29531	103	4	19	19	NUM
fcis-29531	103	5	modulus	modulus	ADJ
fcis-29531	103	6	increases	increase	NOUN
fcis-29531	103	7	from	from	ADP
fcis-29531	103	8	2mpa	2mpa	PROPN
fcis-29531	103	9	to	to	ADP
fcis-29531	103	10	8mpa	8mpa	PROPN
fcis-29531	103	11	in	in	ADP
fcis-29531	103	12	the	the	DET
fcis-29531	103	13	process	process	NOUN
fcis-29531	103	14	of	of	ADP
fcis-29531	103	15	simulating	simulate	VERB
fcis-29531	103	16	vascular	vascular	ADJ
fcis-29531	103	17	sclerosis	sclerosis	NOUN
fcis-29531	103	18	,	,	PUNCT
fcis-29531	103	19	the	the	DET
fcis-29531	103	20	model	model	NOUN
fcis-29531	103	21	predicts	predict	VERB
fcis-29531	103	22	that	that	SCONJ
fcis-29531	103	23	the	the	DET
fcis-29531	103	24	stress	stress	NOUN
fcis-29531	103	25	of	of	ADP
fcis-29531	103	26	vascular	vascular	ADJ
fcis-29531	103	27	wall	wall	NOUN
fcis-29531	103	28	will	will	AUX
fcis-29531	103	29	increase	increase	VERB
fcis-29531	103	30	obviously	obviously	ADV
fcis-29531	103	31	under	under	ADP
fcis-29531	103	32	the	the	DET
fcis-29531	103	33	same	same	ADJ
fcis-29531	103	34	blood	blood	NOUN
fcis-29531	103	35	pressure	pressure	NOUN
fcis-29531	103	36	,	,	PUNCT
fcis-29531	103	37	and	and	CCONJ
fcis-29531	103	38	the	the	DET
fcis-29531	103	39	average	average	ADJ
fcis-29531	103	40	error	error	NOUN
fcis-29531	103	41	of	of	ADP
fcis-29531	103	42	stress	stress	NOUN
fcis-29531	103	43	prediction	prediction	NOUN
fcis-29531	103	44	under	under	ADP
fcis-29531	103	45	different	different	ADJ
fcis-29531	103	46	elastic	elastic	ADJ
fcis-29531	103	47	modulus	modulus	NOUN
fcis-29531	103	48	is	be	AUX
fcis-29531	103	49	about	about	ADV
fcis-29531	103	50	6	6	NUM
fcis-29531	103	51	%	%	NOUN
fcis-29531	103	52	.	.	PUNCT
fcis-29531	104	1	for	for	ADP
fcis-29531	104	2	the	the	DET
fcis-29531	104	3	change	change	NOUN
fcis-29531	104	4	of	of	ADP
fcis-29531	104	5	vascular	vascular	ADJ
fcis-29531	104	6	wall	wall	NOUN
fcis-29531	104	7	thickness	thickness	NOUN
fcis-29531	104	8	,	,	PUNCT
fcis-29531	104	9	the	the	DET
fcis-29531	104	10	model	model	NOUN
fcis-29531	104	11	can	can	AUX
fcis-29531	104	12	also	also	ADV
fcis-29531	104	13	accurately	accurately	ADV
fcis-29531	104	14	predict	predict	VERB
fcis-29531	104	15	its	its	PRON
fcis-29531	104	16	influence	influence	NOUN
fcis-29531	104	17	on	on	ADP
fcis-29531	104	18	stress	stress	NOUN
fcis-29531	104	19	.	.	PUNCT
fcis-29531	105	1	when	when	SCONJ
fcis-29531	105	2	the	the	DET
fcis-29531	105	3	thickness	thickness	NOUN
fcis-29531	105	4	of	of	ADP
fcis-29531	105	5	carotid	carotid	NOUN
fcis-29531	105	6	artery	artery	NOUN
fcis-29531	105	7	wall	wall	NOUN
fcis-29531	105	8	increases	increase	VERB
fcis-29531	105	9	from	from	ADP
fcis-29531	105	10	0.5	0.5	NUM
fcis-29531	105	11	mm	mm	NOUN
fcis-29531	105	12	to	to	ADP
fcis-29531	105	13	0.8	0.8	NUM
fcis-29531	105	14	mm	mm	NOUN
fcis-29531	105	15	,	,	PUNCT
fcis-29531	105	16	the	the	DET
fcis-29531	105	17	model	model	NOUN
fcis-29531	105	18	correctly	correctly	ADV
fcis-29531	105	19	predicts	predict	VERB
fcis-29531	105	20	that	that	SCONJ
fcis-29531	105	21	the	the	DET
fcis-29531	105	22	stress	stress	NOUN
fcis-29531	105	23	of	of	ADP
fcis-29531	105	24	vascular	vascular	ADJ
fcis-29531	105	25	wall	wall	NOUN
fcis-29531	105	26	decreases	decrease	NOUN
fcis-29531	105	27	accordingly	accordingly	ADV
fcis-29531	105	28	,	,	PUNCT
fcis-29531	105	29	especially	especially	ADV
fcis-29531	105	30	in	in	ADP
fcis-29531	105	31	the	the	DET
fcis-29531	105	32	high	high	ADJ
fcis-29531	105	33	stress	stress	NOUN
fcis-29531	105	34	concentration	concentration	NOUN
fcis-29531	105	35	area	area	NOUN
fcis-29531	105	36	,	,	PUNCT
fcis-29531	105	37	the	the	DET
fcis-29531	105	38	prediction	prediction	NOUN
fcis-29531	105	39	results	result	NOUN
fcis-29531	105	40	are	be	AUX
fcis-29531	105	41	highly	highly	ADV
fcis-29531	105	42	consistent	consistent	ADJ
fcis-29531	105	43	with	with	ADP
fcis-29531	105	44	the	the	DET
fcis-29531	105	45	actual	actual	ADJ
fcis-29531	105	46	situation	situation	NOUN
fcis-29531	105	47	,	,	PUNCT
fcis-29531	105	48	and	and	CCONJ
fcis-29531	105	49	the	the	DET
fcis-29531	105	50	prediction	prediction	NOUN
fcis-29531	105	51	accuracy	accuracy	NOUN
fcis-29531	105	52	is	be	AUX
fcis-29531	105	53	over	over	ADP
fcis-29531	105	54	94	94	NUM
fcis-29531	105	55	%	%	NOUN
fcis-29531	105	56	.	.	PUNCT
fcis-29531	106	1	influence	influence	NOUN
fcis-29531	106	2	of	of	ADP
fcis-29531	106	3	hemodynamic	hemodynamic	ADJ
fcis-29531	106	4	factors	factor	NOUN
fcis-29531	106	5	when	when	SCONJ
fcis-29531	106	6	investigating	investigate	VERB
fcis-29531	106	7	the	the	DET
fcis-29531	106	8	influence	influence	NOUN
fcis-29531	106	9	of	of	ADP
fcis-29531	106	10	blood	blood	NOUN
fcis-29531	106	11	flow	flow	NOUN
fcis-29531	106	12	velocity	velocity	NOUN
fcis-29531	106	13	change	change	NOUN
fcis-29531	106	14	,	,	PUNCT
fcis-29531	106	15	the	the	DET
fcis-29531	106	16	model	model	NOUN
fcis-29531	106	17	clearly	clearly	ADV
fcis-29531	106	18	shows	show	VERB
fcis-29531	106	19	the	the	DET
fcis-29531	106	20	dynamic	dynamic	ADJ
fcis-29531	106	21	correlation	correlation	NOUN
fcis-29531	106	22	between	between	ADP
fcis-29531	106	23	blood	blood	NOUN
fcis-29531	106	24	flow	flow	NOUN
fcis-29531	106	25	velocity	velocity	NOUN
fcis-29531	106	26	and	and	CCONJ
fcis-29531	106	27	vascular	vascular	ADJ
fcis-29531	106	28	stress	stress	NOUN
fcis-29531	106	29	.	.	PUNCT
fcis-29531	107	1	when	when	SCONJ
fcis-29531	107	2	the	the	DET
fcis-29531	107	3	blood	blood	NOUN
fcis-29531	107	4	flow	flow	NOUN
fcis-29531	107	5	velocity	velocity	NOUN
fcis-29531	107	6	increases	increase	VERB
fcis-29531	107	7	from	from	ADP
fcis-29531	107	8	0.3	0.3	NUM
fcis-29531	107	9	m/s	m/s	PROPN
fcis-29531	107	10	to	to	ADP
fcis-29531	107	11	0.8	0.8	NUM
fcis-29531	107	12	m/s	m/s	PROPN
fcis-29531	107	13	,	,	PUNCT
fcis-29531	107	14	the	the	DET
fcis-29531	107	15	model	model	NOUN
fcis-29531	107	16	accurately	accurately	ADV
fcis-29531	107	17	predicts	predict	VERB
fcis-29531	107	18	the	the	DET
fcis-29531	107	19	increasing	increase	VERB
fcis-29531	107	20	trend	trend	NOUN
fcis-29531	107	21	of	of	ADP
fcis-29531	107	22	shear	shear	NOUN
fcis-29531	107	23	stress	stress	NOUN
fcis-29531	107	24	and	and	CCONJ
fcis-29531	107	25	circumferential	circumferential	ADJ
fcis-29531	107	26	stress	stress	NOUN
fcis-29531	107	27	of	of	ADP
fcis-29531	107	28	blood	blood	NOUN
fcis-29531	107	29	vessel	vessel	NOUN
fcis-29531	107	30	wall	wall	NOUN
fcis-29531	107	31	,	,	PUNCT
fcis-29531	107	32	and	and	CCONJ
fcis-29531	107	33	the	the	DET
fcis-29531	107	34	stress	stress	NOUN
fcis-29531	107	35	prediction	prediction	NOUN
fcis-29531	107	36	error	error	NOUN
fcis-29531	107	37	at	at	ADP
fcis-29531	107	38	different	different	ADJ
fcis-29531	107	39	flow	flow	NOUN
fcis-29531	107	40	velocities	velocity	NOUN
fcis-29531	107	41	is	be	AUX
fcis-29531	107	42	controlled	control	VERB
fcis-29531	107	43	within	within	ADP
fcis-29531	107	44	8	8	NUM
fcis-29531	107	45	%	%	NOUN
fcis-29531	107	46	[	[	X
fcis-29531	107	47	3	3	NUM
fcis-29531	107	48	]	]	PUNCT
fcis-29531	107	49	in	in	ADP
fcis-29531	107	50	view	view	NOUN
fcis-29531	107	51	of	of	ADP
fcis-29531	107	52	vascular	vascular	ADJ
fcis-29531	107	53	stenosis	stenosis	NOUN
fcis-29531	107	54	,	,	PUNCT
fcis-29531	107	55	the	the	DET
fcis-29531	107	56	model	model	NOUN
fcis-29531	107	57	successfully	successfully	ADV
fcis-29531	107	58	captures	capture	VERB
fcis-29531	107	59	the	the	DET
fcis-29531	107	60	complex	complex	ADJ
fcis-29531	107	61	changes	change	NOUN
fcis-29531	107	62	of	of	ADP
fcis-29531	107	63	stress	stress	NOUN
fcis-29531	107	64	in	in	ADP
fcis-29531	107	65	the	the	DET
fcis-29531	107	66	stenosis	stenosis	NOUN
fcis-29531	107	67	site	site	NOUN
fcis-29531	107	68	and	and	CCONJ
fcis-29531	107	69	its	its	PRON
fcis-29531	107	70	upstream	upstream	ADJ
fcis-29531	107	71	and	and	CCONJ
fcis-29531	107	72	downstream	downstream	ADJ
fcis-29531	107	73	vascular	vascular	ADJ
fcis-29531	107	74	walls	wall	NOUN
fcis-29531	107	75	.	.	PUNCT
fcis-29531	108	1	if	if	SCONJ
fcis-29531	108	2	the	the	DET
fcis-29531	108	3	coronary	coronary	ADJ
fcis-29531	108	4	artery	artery	NOUN
fcis-29531	108	5	is	be	AUX
fcis-29531	108	6	stenotic	stenotic	ADJ
fcis-29531	108	7	,	,	PUNCT
fcis-29531	108	8	when	when	SCONJ
fcis-29531	108	9	the	the	DET
fcis-29531	108	10	degree	degree	NOUN
fcis-29531	108	11	of	of	ADP
fcis-29531	108	12	stenosis	stenosis	NOUN
fcis-29531	108	13	reaches	reach	VERB
fcis-29531	108	14	50	50	NUM
fcis-29531	108	15	%	%	NOUN
fcis-29531	108	16	,	,	PUNCT
fcis-29531	108	17	the	the	DET
fcis-29531	108	18	model	model	NOUN
fcis-29531	108	19	accurately	accurately	ADV
fcis-29531	108	20	predicts	predict	VERB
fcis-29531	108	21	that	that	SCONJ
fcis-29531	108	22	the	the	DET
fcis-29531	108	23	stress	stress	NOUN
fcis-29531	108	24	on	on	ADP
fcis-29531	108	25	the	the	DET
fcis-29531	108	26	upstream	upstream	ADJ
fcis-29531	108	27	blood	blood	NOUN
fcis-29531	108	28	vessel	vessel	NOUN
fcis-29531	108	29	wall	wall	NOUN
fcis-29531	108	30	of	of	ADP
fcis-29531	108	31	the	the	DET
fcis-29531	108	32	stenosis	stenosis	NOUN
fcis-29531	108	33	increases	increase	NOUN
fcis-29531	108	34	,	,	PUNCT
fcis-29531	108	35	while	while	SCONJ
fcis-29531	108	36	the	the	DET
fcis-29531	108	37	stress	stress	NOUN
fcis-29531	108	38	on	on	ADP
fcis-29531	108	39	the	the	DET
fcis-29531	108	40	downstream	downstream	ADJ
fcis-29531	108	41	blood	blood	NOUN
fcis-29531	108	42	vessel	vessel	NOUN
fcis-29531	108	43	wall	wall	PROPN
fcis-29531	108	44	decreases	decrease	NOUN
fcis-29531	108	45	and	and	CCONJ
fcis-29531	108	46	complex	complex	ADJ
fcis-29531	108	47	eddy	eddy	NOUN
fcis-29531	108	48	stress	stress	NOUN
fcis-29531	108	49	distribution	distribution	NOUN
fcis-29531	108	50	appears	appear	VERB
fcis-29531	108	51	,	,	PUNCT
fcis-29531	108	52	which	which	PRON
fcis-29531	108	53	is	be	AUX
fcis-29531	108	54	highly	highly	ADV
fcis-29531	108	55	consistent	consistent	ADJ
fcis-29531	108	56	with	with	ADP
fcis-29531	108	57	the	the	DET
fcis-29531	108	58	hemodynamic	hemodynamic	ADJ
fcis-29531	108	59	theory	theory	NOUN
fcis-29531	108	60	and	and	CCONJ
fcis-29531	108	61	clinical	clinical	ADJ
fcis-29531	108	62	observation	observation	NOUN
fcis-29531	108	63	results	result	NOUN
fcis-29531	108	64	,	,	PUNCT
fcis-29531	108	65	and	and	CCONJ
fcis-29531	108	66	the	the	DET
fcis-29531	108	67	prediction	prediction	NOUN
fcis-29531	108	68	accuracy	accuracy	NOUN
fcis-29531	108	69	is	be	AUX
fcis-29531	108	70	over	over	ADP
fcis-29531	108	71	92	92	NUM
fcis-29531	108	72	%	%	NOUN
fcis-29531	108	73	.	.	PUNCT
fcis-29531	109	1	comprehensive	comprehensive	ADJ
fcis-29531	109	2	factor	factor	NOUN
fcis-29531	109	3	influence	influence	NOUN
fcis-29531	109	4	considering	consider	VERB
fcis-29531	109	5	various	various	ADJ
fcis-29531	109	6	factors	factor	NOUN
fcis-29531	109	7	comprehensively	comprehensively	ADV
fcis-29531	109	8	,	,	PUNCT
fcis-29531	109	9	although	although	SCONJ
fcis-29531	109	10	the	the	DET
fcis-29531	109	11	vascular	vascular	ADJ
fcis-29531	109	12	model	model	NOUN
fcis-29531	109	13	is	be	AUX
fcis-29531	109	14	extremely	extremely	ADV
fcis-29531	109	15	complex	complex	ADJ
fcis-29531	109	16	,	,	PUNCT
fcis-29531	109	17	the	the	DET
fcis-29531	109	18	graphsage	graphsage	NOUN
fcis-29531	109	19	model	model	NOUN
fcis-29531	109	20	can	can	AUX
fcis-29531	109	21	still	still	ADV
fcis-29531	109	22	maintain	maintain	VERB
fcis-29531	109	23	a	a	DET
fcis-29531	109	24	high	high	ADJ
fcis-29531	109	25	prediction	prediction	NOUN
fcis-29531	109	26	accuracy	accuracy	NOUN
fcis-29531	109	27	.	.	PUNCT
fcis-29531	110	1	in	in	ADP
fcis-29531	110	2	the	the	DET
fcis-29531	110	3	complex	complex	ADJ
fcis-29531	110	4	scene	scene	NOUN
fcis-29531	110	5	of	of	ADP
fcis-29531	110	6	simulating	simulate	VERB
fcis-29531	110	7	coronary	coronary	ADJ
fcis-29531	110	8	atherosclerosis	atherosclerosis	NOUN
fcis-29531	110	9	with	with	ADP
fcis-29531	110	10	vascular	vascular	ADJ
fcis-29531	110	11	curvature	curvature	NOUN
fcis-29531	110	12	and	and	CCONJ
fcis-29531	110	13	blood	blood	NOUN
fcis-29531	110	14	flow	flow	NOUN
fcis-29531	110	15	velocity	velocity	NOUN
fcis-29531	110	16	changes	change	NOUN
fcis-29531	110	17	,	,	PUNCT
fcis-29531	110	18	the	the	DET
fcis-29531	110	19	prediction	prediction	NOUN
fcis-29531	110	20	results	result	NOUN
fcis-29531	110	21	of	of	ADP
fcis-29531	110	22	the	the	DET
fcis-29531	110	23	model	model	NOUN
fcis-29531	110	24	for	for	ADP
fcis-29531	110	25	stress	stress	ADJ
fcis-29531	110	26	distribution	distribution	NOUN
fcis-29531	110	27	in	in	ADP
fcis-29531	110	28	vascular	vascular	ADJ
fcis-29531	110	29	wall	wall	NOUN
fcis-29531	110	30	are	be	AUX
fcis-29531	110	31	in	in	ADP
fcis-29531	110	32	good	good	ADJ
fcis-29531	110	33	agreement	agreement	NOUN
fcis-29531	110	34	with	with	ADP
fcis-29531	110	35	the	the	DET
fcis-29531	110	36	actual	actual	ADJ
fcis-29531	110	37	situation	situation	NOUN
fcis-29531	110	38	,	,	PUNCT
fcis-29531	110	39	and	and	CCONJ
fcis-29531	110	40	the	the	DET
fcis-29531	110	41	prediction	prediction	NOUN
fcis-29531	110	42	errors	error	NOUN
fcis-29531	110	43	in	in	ADP
fcis-29531	110	44	high	high	ADJ
fcis-29531	110	45	stress	stress	NOUN
fcis-29531	110	46	areas	area	NOUN
fcis-29531	110	47	and	and	CCONJ
fcis-29531	110	48	areas	area	NOUN
fcis-29531	110	49	with	with	ADP
fcis-29531	110	50	large	large	ADJ
fcis-29531	110	51	stress	stress	NOUN
fcis-29531	110	52	gradient	gradient	NOUN
fcis-29531	110	53	are	be	AUX
fcis-29531	110	54	controlled	control	VERB
fcis-29531	110	55	within	within	ADP
fcis-29531	110	56	10	10	NUM
fcis-29531	110	57	%	%	NOUN
fcis-29531	110	58	,	,	PUNCT
fcis-29531	110	59	which	which	PRON
fcis-29531	110	60	shows	show	VERB
fcis-29531	110	61	that	that	SCONJ
fcis-29531	110	62	the	the	DET
fcis-29531	110	63	model	model	NOUN
fcis-29531	110	64	has	have	VERB
fcis-29531	110	65	strong	strong	ADJ
fcis-29531	110	66	reliability	reliability	NOUN
fcis-29531	110	67	and	and	CCONJ
fcis-29531	110	68	stability	stability	NOUN
fcis-29531	110	69	in	in	ADP
fcis-29531	110	70	dealing	deal	VERB
fcis-29531	110	71	with	with	ADP
fcis-29531	110	72	complex	complex	ADJ
fcis-29531	110	73	vascular	vascular	ADJ
fcis-29531	110	74	physiological	physiological	ADJ
fcis-29531	110	75	and	and	CCONJ
fcis-29531	110	76	pathological	pathological	ADJ
fcis-29531	110	77	conditions	condition	NOUN
fcis-29531	110	78	.	.	PUNCT
fcis-29531	111	1	5.3	5.3	NUM
fcis-29531	111	2	.	.	PUNCT
fcis-29531	111	3	analysis	analysis	NOUN
fcis-29531	111	4	and	and	CCONJ
fcis-29531	111	5	discussion	discussion	NOUN
fcis-29531	111	6	of	of	ADP
fcis-29531	111	7	results	result	NOUN
fcis-29531	111	8	through	through	ADP
fcis-29531	111	9	the	the	DET
fcis-29531	111	10	in	in	ADP
fcis-29531	111	11	-	-	PUNCT
fcis-29531	111	12	depth	depth	NOUN
fcis-29531	111	13	analysis	analysis	NOUN
fcis-29531	111	14	of	of	ADP
fcis-29531	111	15	the	the	DET
fcis-29531	111	16	above	above	ADJ
fcis-29531	111	17	experimental	experimental	ADJ
fcis-29531	111	18	results	result	NOUN
fcis-29531	111	19	,	,	PUNCT
fcis-29531	111	20	it	it	PRON
fcis-29531	111	21	can	can	AUX
fcis-29531	111	22	be	be	AUX
fcis-29531	111	23	seen	see	VERB
fcis-29531	111	24	that	that	SCONJ
fcis-29531	111	25	the	the	DET
fcis-29531	111	26	embedding	embed	VERB
fcis-29531	111	27	method	method	NOUN
fcis-29531	111	28	of	of	ADP
fcis-29531	111	29	vascular	vascular	ADJ
fcis-29531	111	30	graph	graph	NOUN
fcis-29531	111	31	based	base	VERB
fcis-29531	111	32	on	on	ADP
fcis-29531	111	33	graph	graph	NOUN
fcis-29531	111	34	neural	neural	ADJ
fcis-29531	111	35	network	network	NOUN
fcis-29531	111	36	proposed	propose	VERB
fcis-29531	111	37	in	in	ADP
fcis-29531	111	38	this	this	DET
fcis-29531	111	39	study	study	NOUN
fcis-29531	111	40	has	have	VERB
fcis-29531	111	41	obvious	obvious	ADJ
fcis-29531	111	42	advantages	advantage	NOUN
fcis-29531	111	43	in	in	ADP
fcis-29531	111	44	dealing	deal	VERB
fcis-29531	111	45	with	with	ADP
fcis-29531	111	46	the	the	DET
fcis-29531	111	47	problem	problem	NOUN
fcis-29531	111	48	of	of	ADP
fcis-29531	111	49	vascular	vascular	ADJ
fcis-29531	111	50	stress	stress	NOUN
fcis-29531	111	51	prediction	prediction	NOUN
fcis-29531	111	52	.	.	PUNCT
fcis-29531	112	1	compared	compare	VERB
fcis-29531	112	2	with	with	ADP
fcis-29531	112	3	the	the	DET
fcis-29531	112	4	high	high	ADJ
fcis-29531	112	5	consumption	consumption	NOUN
fcis-29531	112	6	of	of	ADP
fcis-29531	112	7	traditional	traditional	ADJ
fcis-29531	112	8	methods	method	NOUN
fcis-29531	112	9	,	,	PUNCT
fcis-29531	112	10	the	the	DET
fcis-29531	112	11	high	high	ADJ
fcis-29531	112	12	efficiency	efficiency	NOUN
fcis-29531	112	13	of	of	ADP
fcis-29531	112	14	this	this	DET
fcis-29531	112	15	method	method	NOUN
fcis-29531	112	16	provides	provide	VERB
fcis-29531	112	17	the	the	DET
fcis-29531	112	18	possibility	possibility	NOUN
fcis-29531	112	19	for	for	ADP
fcis-29531	112	20	the	the	DET
fcis-29531	112	21	rapid	rapid	ADJ
fcis-29531	112	22	analysis	analysis	NOUN
fcis-29531	112	23	of	of	ADP
fcis-29531	112	24	large	large	ADJ
fcis-29531	112	25	-	-	PUNCT
fcis-29531	112	26	scale	scale	NOUN
fcis-29531	112	27	vascular	vascular	NOUN
fcis-29531	112	28	models	model	NOUN
fcis-29531	112	29	,	,	PUNCT
fcis-29531	112	30	which	which	PRON
fcis-29531	112	31	is	be	AUX
fcis-29531	112	32	helpful	helpful	ADJ
fcis-29531	112	33	to	to	PART
fcis-29531	112	34	promote	promote	VERB
fcis-29531	112	35	the	the	DET
fcis-29531	112	36	rapid	rapid	ADJ
fcis-29531	112	37	transformation	transformation	NOUN
fcis-29531	112	38	of	of	ADP
fcis-29531	112	39	vascular	vascular	ADJ
fcis-29531	112	40	mechanics	mechanic	NOUN
fcis-29531	112	41	research	research	NOUN
fcis-29531	112	42	from	from	ADP
fcis-29531	112	43	theory	theory	NOUN
fcis-29531	112	44	to	to	ADP
fcis-29531	112	45	clinical	clinical	ADJ
fcis-29531	112	46	practice	practice	NOUN
fcis-29531	112	47	.	.	PUNCT
fcis-29531	113	1	in	in	ADP
fcis-29531	113	2	terms	term	NOUN
fcis-29531	113	3	of	of	ADP
fcis-29531	113	4	prediction	prediction	NOUN
fcis-29531	113	5	accuracy	accuracy	NOUN
fcis-29531	113	6	,	,	PUNCT
fcis-29531	113	7	the	the	DET
fcis-29531	113	8	model	model	NOUN
fcis-29531	113	9	can	can	AUX
fcis-29531	113	10	accurately	accurately	ADV
fcis-29531	113	11	capture	capture	VERB
fcis-29531	113	12	the	the	DET
fcis-29531	113	13	variation	variation	NOUN
fcis-29531	113	14	law	law	NOUN
fcis-29531	113	15	of	of	ADP
fcis-29531	113	16	vascular	vascular	ADJ
fcis-29531	113	17	stress	stress	NOUN
fcis-29531	113	18	whether	whether	SCONJ
fcis-29531	113	19	it	it	PRON
fcis-29531	113	20	is	be	AUX
fcis-29531	113	21	a	a	DET
fcis-29531	113	22	single	single	ADJ
fcis-29531	113	23	factor	factor	NOUN
fcis-29531	113	24	change	change	NOUN
fcis-29531	113	25	or	or	CCONJ
fcis-29531	113	26	a	a	DET
fcis-29531	113	27	combination	combination	NOUN
fcis-29531	113	28	of	of	ADP
fcis-29531	113	29	multiple	multiple	ADJ
fcis-29531	113	30	factors	factor	NOUN
fcis-29531	113	31	,	,	PUNCT
fcis-29531	113	32	which	which	PRON
fcis-29531	113	33	is	be	AUX
fcis-29531	113	34	due	due	ADJ
fcis-29531	113	35	to	to	ADP
fcis-29531	113	36	its	its	PRON
fcis-29531	113	37	unique	unique	ADJ
fcis-29531	113	38	graph	graph	NOUN
fcis-29531	113	39	embedding	embed	VERB
fcis-29531	113	40	design	design	NOUN
fcis-29531	113	41	,	,	PUNCT
fcis-29531	113	42	which	which	PRON
fcis-29531	113	43	can	can	AUX
fcis-29531	113	44	effectively	effectively	ADV
fcis-29531	113	45	integrate	integrate	VERB
fcis-29531	113	46	multi	multi	ADJ
fcis-29531	113	47	-	-	ADJ
fcis-29531	113	48	source	source	NOUN
fcis-29531	113	49	information	information	NOUN
fcis-29531	113	50	such	such	ADJ
fcis-29531	113	51	as	as	ADP
fcis-29531	113	52	geometry	geometry	NOUN
fcis-29531	113	53	,	,	PUNCT
fcis-29531	113	54	material	material	NOUN
fcis-29531	113	55	and	and	CCONJ
fcis-29531	113	56	hemodynamics	hemodynamic	NOUN
fcis-29531	113	57	of	of	ADP
fcis-29531	113	58	blood	blood	NOUN
fcis-29531	113	59	vessels	vessel	NOUN
fcis-29531	113	60	,	,	PUNCT
fcis-29531	113	61	so	so	SCONJ
fcis-29531	113	62	that	that	SCONJ
fcis-29531	113	63	the	the	DET
fcis-29531	113	64	model	model	NOUN
fcis-29531	113	65	can	can	AUX
fcis-29531	113	66	learn	learn	VERB
fcis-29531	113	67	more	more	ADV
fcis-29531	113	68	comprehensive	comprehensive	ADJ
fcis-29531	113	69	and	and	CCONJ
fcis-29531	113	70	in	in	ADP
fcis-29531	113	71	-	-	PUNCT
fcis-29531	113	72	depth	depth	NOUN
fcis-29531	113	73	representation	representation	NOUN
fcis-29531	113	74	of	of	ADP
fcis-29531	113	75	vascular	vascular	ADJ
fcis-29531	113	76	mechanical	mechanical	ADJ
fcis-29531	113	77	characteristics	characteristic	NOUN
fcis-29531	113	78	.	.	PUNCT
fcis-29531	114	1	however	however	ADV
fcis-29531	114	2	,	,	PUNCT
fcis-29531	114	3	the	the	DET
fcis-29531	114	4	study	study	NOUN
fcis-29531	114	5	also	also	ADV
fcis-29531	114	6	found	find	VERB
fcis-29531	114	7	that	that	SCONJ
fcis-29531	114	8	the	the	DET
fcis-29531	114	9	model	model	NOUN
fcis-29531	114	10	still	still	ADV
fcis-29531	114	11	has	have	VERB
fcis-29531	114	12	some	some	DET
fcis-29531	114	13	room	room	NOUN
fcis-29531	114	14	for	for	ADP
fcis-29531	114	15	improvement	improvement	NOUN
fcis-29531	114	16	in	in	ADP
fcis-29531	114	17	dealing	deal	VERB
fcis-29531	114	18	with	with	ADP
fcis-29531	114	19	extremely	extremely	ADV
fcis-29531	114	20	complex	complex	ADJ
fcis-29531	114	21	vascular	vascular	ADJ
fcis-29531	114	22	diseases	disease	NOUN
fcis-29531	114	23	and	and	CCONJ
fcis-29531	114	24	stress	stress	NOUN
fcis-29531	114	25	prediction	prediction	NOUN
fcis-29531	114	26	under	under	ADP
fcis-29531	114	27	rare	rare	ADJ
fcis-29531	114	28	physiological	physiological	ADJ
fcis-29531	114	29	conditions	condition	NOUN
fcis-29531	114	30	.	.	PUNCT
fcis-29531	115	1	the	the	DET
fcis-29531	115	2	prediction	prediction	NOUN
fcis-29531	115	3	error	error	NOUN
fcis-29531	115	4	will	will	AUX
fcis-29531	115	5	increase	increase	VERB
fcis-29531	115	6	slightly	slightly	ADV
fcis-29531	115	7	when	when	SCONJ
fcis-29531	115	8	simulating	simulate	VERB
fcis-29531	115	9	the	the	DET
fcis-29531	115	10	rare	rare	ADJ
fcis-29531	115	11	cases	case	NOUN
fcis-29531	115	12	of	of	ADP
fcis-29531	115	13	severe	severe	ADJ
fcis-29531	115	14	stenosis	stenosis	NOUN
fcis-29531	115	15	of	of	ADP
fcis-29531	115	16	multiple	multiple	ADJ
fcis-29531	115	17	vessels	vessel	NOUN
fcis-29531	115	18	with	with	ADP
fcis-29531	115	19	sharp	sharp	ADJ
fcis-29531	115	20	changes	change	NOUN
fcis-29531	115	21	in	in	ADP
fcis-29531	115	22	vascular	vascular	ADJ
fcis-29531	115	23	wall	wall	NOUN
fcis-29531	115	24	elasticity	elasticity	NOUN
fcis-29531	115	25	.	.	PUNCT
fcis-29531	116	1	future	future	ADJ
fcis-29531	116	2	research	research	NOUN
fcis-29531	116	3	can	can	AUX
fcis-29531	116	4	further	far	ADV
fcis-29531	116	5	optimize	optimize	VERB
fcis-29531	116	6	the	the	DET
fcis-29531	116	7	graph	graph	NOUN
fcis-29531	116	8	embedding	embed	VERB
fcis-29531	116	9	method	method	NOUN
fcis-29531	116	10	,	,	PUNCT
fcis-29531	116	11	introduce	introduce	VERB
fcis-29531	116	12	more	more	ADJ
fcis-29531	116	13	complex	complex	ADJ
fcis-29531	116	14	network	network	NOUN
fcis-29531	116	15	structure	structure	NOUN
fcis-29531	116	16	or	or	CCONJ
fcis-29531	116	17	multi	multi	ADJ
fcis-29531	116	18	-	-	ADJ
fcis-29531	116	19	modal	modal	ADJ
fcis-29531	116	20	data	datum	NOUN
fcis-29531	116	21	fusion	fusion	NOUN
fcis-29531	116	22	strategy	strategy	NOUN
fcis-29531	116	23	,	,	PUNCT
fcis-29531	116	24	enhance	enhance	VERB
fcis-29531	116	25	the	the	DET
fcis-29531	116	26	adaptability	adaptability	NOUN
fcis-29531	116	27	and	and	CCONJ
fcis-29531	116	28	generalization	generalization	NOUN
fcis-29531	116	29	ability	ability	NOUN
fcis-29531	116	30	of	of	ADP
fcis-29531	116	31	the	the	DET
fcis-29531	116	32	model	model	NOUN
fcis-29531	116	33	to	to	ADP
fcis-29531	116	34	extreme	extreme	ADJ
fcis-29531	116	35	situations	situation	NOUN
fcis-29531	116	36	,	,	PUNCT
fcis-29531	116	37	and	and	CCONJ
fcis-29531	116	38	combine	combine	VERB
fcis-29531	116	39	more	more	ADJ
fcis-29531	116	40	clinical	clinical	ADJ
fcis-29531	116	41	data	datum	NOUN
fcis-29531	116	42	for	for	ADP
fcis-29531	116	43	training	training	NOUN
fcis-29531	116	44	and	and	CCONJ
fcis-29531	116	45	verification	verification	NOUN
fcis-29531	116	46	to	to	PART
fcis-29531	116	47	improve	improve	VERB
fcis-29531	116	48	the	the	DET
fcis-29531	116	49	application	application	NOUN
fcis-29531	116	50	value	value	NOUN
fcis-29531	116	51	of	of	ADP
fcis-29531	116	52	the	the	DET
fcis-29531	116	53	model	model	NOUN
fcis-29531	116	54	in	in	ADP
fcis-29531	116	55	actual	actual	ADJ
fcis-29531	116	56	clinical	clinical	ADJ
fcis-29531	116	57	diagnosis	diagnosis	NOUN
fcis-29531	116	58	and	and	CCONJ
fcis-29531	116	59	treatment	treatment	NOUN
fcis-29531	116	60	decision	decision	NOUN
fcis-29531	116	61	.	.	PUNCT
fcis-29531	117	1	6	6	X
fcis-29531	117	2	.	.	X
fcis-29531	117	3	conclusion	conclusion	NOUN
fcis-29531	117	4	and	and	CCONJ
fcis-29531	117	5	prospect	prospect	NOUN
fcis-29531	117	6	in	in	ADP
fcis-29531	117	7	this	this	DET
fcis-29531	117	8	study	study	NOUN
fcis-29531	117	9	,	,	PUNCT
fcis-29531	117	10	an	an	DET
fcis-29531	117	11	efficient	efficient	ADJ
fcis-29531	117	12	graph	graph	NOUN
fcis-29531	117	13	embedding	embed	VERB
fcis-29531	117	14	method	method	NOUN
fcis-29531	117	15	for	for	ADP
fcis-29531	117	16	vascular	vascular	ADJ
fcis-29531	117	17	stress	stress	NOUN
fcis-29531	117	18	prediction	prediction	NOUN
fcis-29531	117	19	based	base	VERB
fcis-29531	117	20	on	on	ADP
fcis-29531	117	21	graph	graph	NOUN
fcis-29531	117	22	neural	neural	ADJ
fcis-29531	117	23	network	network	NOUN
fcis-29531	117	24	is	be	AUX
fcis-29531	117	25	successfully	successfully	ADV
fcis-29531	117	26	proposed	propose	VERB
fcis-29531	117	27	.	.	PUNCT
fcis-29531	118	1	through	through	ADP
fcis-29531	118	2	the	the	DET
fcis-29531	118	3	comparative	comparative	ADJ
fcis-29531	118	4	experiment	experiment	NOUN
fcis-29531	118	5	with	with	ADP
fcis-29531	118	6	the	the	DET
fcis-29531	118	7	traditional	traditional	ADJ
fcis-29531	118	8	finite	finite	ADJ
fcis-29531	118	9	element	element	NOUN
fcis-29531	118	10	vertex	vertex	NOUN
fcis-29531	118	11	graph	graph	NOUN
fcis-29531	118	12	representation	representation	NOUN
fcis-29531	118	13	and	and	CCONJ
fcis-29531	118	14	the	the	DET
fcis-29531	118	15	comprehensive	comprehensive	ADJ
fcis-29531	118	16	analysis	analysis	NOUN
fcis-29531	118	17	of	of	ADP
fcis-29531	118	18	various	various	ADJ
fcis-29531	118	19	vascular	vascular	ADJ
fcis-29531	118	20	related	relate	VERB
fcis-29531	118	21	factors	factor	NOUN
fcis-29531	118	22	,	,	PUNCT
fcis-29531	118	23	the	the	DET
fcis-29531	118	24	excellent	excellent	ADJ
fcis-29531	118	25	performance	performance	NOUN
fcis-29531	118	26	of	of	ADP
fcis-29531	118	27	this	this	DET
fcis-29531	118	28	method	method	NOUN
fcis-29531	118	29	in	in	ADP
fcis-29531	118	30	calculation	calculation	NOUN
fcis-29531	118	31	efficiency	efficiency	NOUN
fcis-29531	118	32	and	and	CCONJ
fcis-29531	118	33	prediction	prediction	NOUN
fcis-29531	118	34	accuracy	accuracy	NOUN
fcis-29531	118	35	is	be	AUX
fcis-29531	118	36	fully	fully	ADV
fcis-29531	118	37	verified	verify	VERB
fcis-29531	118	38	.	.	PUNCT
fcis-29531	119	1	compared	compare	VERB
fcis-29531	119	2	with	with	ADP
fcis-29531	119	3	the	the	DET
fcis-29531	119	4	traditional	traditional	ADJ
fcis-29531	119	5	method	method	NOUN
fcis-29531	119	6	,	,	PUNCT
fcis-29531	119	7	the	the	DET
fcis-29531	119	8	calculation	calculation	NOUN
fcis-29531	119	9	resource	resource	NOUN
fcis-29531	119	10	consumption	consumption	NOUN
fcis-29531	119	11	is	be	AUX
fcis-29531	119	12	greatly	greatly	ADV
fcis-29531	119	13	reduced	reduce	VERB
fcis-29531	119	14	,	,	PUNCT
fcis-29531	119	15	which	which	PRON
fcis-29531	119	16	provides	provide	VERB
fcis-29531	119	17	technical	technical	ADJ
fcis-29531	119	18	support	support	NOUN
fcis-29531	119	19	for	for	ADP
fcis-29531	119	20	the	the	DET
fcis-29531	119	21	wide	wide	ADJ
fcis-29531	119	22	application	application	NOUN
fcis-29531	119	23	of	of	ADP
fcis-29531	119	24	vascular	vascular	ADJ
fcis-29531	119	25	stress	stress	NOUN
fcis-29531	119	26	analysis	analysis	NOUN
fcis-29531	119	27	in	in	ADP
fcis-29531	119	28	clinical	clinical	ADJ
fcis-29531	119	29	and	and	CCONJ
fcis-29531	119	30	scientific	scientific	ADJ
fcis-29531	119	31	research	research	NOUN
fcis-29531	119	32	.	.	PUNCT
fcis-29531	120	1	in	in	ADP
fcis-29531	120	2	terms	term	NOUN
fcis-29531	120	3	of	of	ADP
fcis-29531	120	4	prediction	prediction	NOUN
fcis-29531	120	5	accuracy	accuracy	NOUN
fcis-29531	120	6	,	,	PUNCT
fcis-29531	120	7	the	the	DET
fcis-29531	120	8	prediction	prediction	NOUN
fcis-29531	120	9	of	of	ADP
fcis-29531	120	10	stress	stress	ADJ
fcis-29531	120	11	distribution	distribution	NOUN
fcis-29531	120	12	under	under	ADP
fcis-29531	120	13	different	different	ADJ
fcis-29531	120	14	vascular	vascular	ADJ
fcis-29531	120	15	conditions	condition	NOUN
fcis-29531	120	16	is	be	AUX
fcis-29531	120	17	highly	highly	ADV
fcis-29531	120	18	consistent	consistent	ADJ
fcis-29531	120	19	with	with	ADP
fcis-29531	120	20	the	the	DET
fcis-29531	120	21	actual	actual	ADJ
fcis-29531	120	22	situation	situation	NOUN
fcis-29531	120	23	,	,	PUNCT
fcis-29531	120	24	which	which	PRON
fcis-29531	120	25	provides	provide	VERB
fcis-29531	120	26	a	a	DET
fcis-29531	120	27	powerful	powerful	ADJ
fcis-29531	120	28	tool	tool	NOUN
fcis-29531	120	29	support	support	NOUN
fcis-29531	120	30	for	for	ADP
fcis-29531	120	31	the	the	DET
fcis-29531	120	32	pathogenesis	pathogenesis	NOUN
fcis-29531	120	33	research	research	NOUN
fcis-29531	120	34	,	,	PUNCT
fcis-29531	120	35	early	early	ADJ
fcis-29531	120	36	diagnosis	diagnosis	NOUN
fcis-29531	120	37	and	and	CCONJ
fcis-29531	120	38	personalized	personalized	ADJ
fcis-29531	120	39	treatment	treatment	NOUN
fcis-29531	120	40	of	of	ADP
fcis-29531	120	41	cardiovascular	cardiovascular	ADJ
fcis-29531	120	42	diseases	disease	NOUN
fcis-29531	120	43	.	.	PUNCT
fcis-29531	121	1	future	future	ADJ
fcis-29531	121	2	research	research	NOUN
fcis-29531	121	3	can	can	AUX
fcis-29531	121	4	be	be	AUX
fcis-29531	121	5	further	far	ADV
fcis-29531	121	6	expanded	expand	VERB
fcis-29531	121	7	in	in	ADP
fcis-29531	121	8	the	the	DET
fcis-29531	121	9	following	follow	VERB
fcis-29531	121	10	directions	direction	NOUN
fcis-29531	121	11	,	,	PUNCT
fcis-29531	121	12	further	far	ADV
fcis-29531	121	13	optimizing	optimize	VERB
fcis-29531	121	14	the	the	DET
fcis-29531	121	15	graph	graph	NOUN
fcis-29531	121	16	neural	neural	ADJ
fcis-29531	121	17	network	network	NOUN
fcis-29531	121	18	architecture	architecture	NOUN
fcis-29531	121	19	and	and	CCONJ
fcis-29531	121	20	graph	graph	NOUN
fcis-29531	121	21	embedding	embed	VERB
fcis-29531	121	22	algorithm	algorithm	NOUN
fcis-29531	121	23	,	,	PUNCT
fcis-29531	121	24	exploring	explore	VERB
fcis-29531	121	25	the	the	DET
fcis-29531	121	26	model	model	NOUN
fcis-29531	121	27	design	design	NOUN
fcis-29531	121	28	more	more	ADV
fcis-29531	121	29	suitable	suitable	ADJ
fcis-29531	121	30	for	for	ADP
fcis-29531	121	31	the	the	DET
fcis-29531	121	32	complex	complex	ADJ
fcis-29531	121	33	structure	structure	NOUN
fcis-29531	121	34	and	and	CCONJ
fcis-29531	121	35	physiological	physiological	ADJ
fcis-29531	121	36	and	and	CCONJ
fcis-29531	121	37	pathological	pathological	ADJ
fcis-29531	121	38	characteristics	characteristic	NOUN
fcis-29531	121	39	of	of	ADP
fcis-29531	121	40	blood	blood	NOUN
fcis-29531	121	41	vessels	vessel	NOUN
fcis-29531	121	42	,	,	PUNCT
fcis-29531	121	43	and	and	CCONJ
fcis-29531	121	44	improving	improve	VERB
fcis-29531	121	45	the	the	DET
fcis-29531	121	46	prediction	prediction	NOUN
fcis-29531	121	47	accuracy	accuracy	NOUN
fcis-29531	121	48	and	and	CCONJ
fcis-29531	121	49	generalization	generalization	NOUN
fcis-29531	121	50	ability	ability	NOUN
fcis-29531	121	51	of	of	ADP
fcis-29531	121	52	the	the	DET
fcis-29531	121	53	model	model	NOUN
fcis-29531	121	54	;	;	PUNCT
fcis-29531	121	55	strengthen	strengthen	VERB
fcis-29531	121	56	the	the	DET
fcis-29531	121	57	deep	deep	ADJ
fcis-29531	121	58	integration	integration	NOUN
fcis-29531	121	59	with	with	ADP
fcis-29531	121	60	clinical	clinical	ADJ
fcis-29531	121	61	image	image	NOUN
fcis-29531	121	62	data	datum	NOUN
fcis-29531	121	63	and	and	CCONJ
fcis-29531	121	64	biomechanical	biomechanical	ADJ
fcis-29531	121	65	experimental	experimental	ADJ
fcis-29531	121	66	data	datum	NOUN
fcis-29531	121	67	,	,	PUNCT
fcis-29531	121	68	realize	realize	VERB
fcis-29531	121	69	real	real	ADJ
fcis-29531	121	70	-	-	PUNCT
fcis-29531	121	71	time	time	NOUN
fcis-29531	121	72	prediction	prediction	NOUN
fcis-29531	121	73	and	and	CCONJ
fcis-29531	121	74	dynamic	dynamic	ADJ
fcis-29531	121	75	monitoring	monitoring	NOUN
fcis-29531	121	76	of	of	ADP
fcis-29531	121	77	vascular	vascular	ADJ
fcis-29531	121	78	stress	stress	NOUN
fcis-29531	121	79	based	base	VERB
fcis-29531	121	80	on	on	ADP
fcis-29531	121	81	real	real	ADJ
fcis-29531	121	82	patient	patient	ADJ
fcis-29531	121	83	data	datum	NOUN
fcis-29531	121	84	,	,	PUNCT
fcis-29531	121	85	and	and	CCONJ
fcis-29531	121	86	promote	promote	VERB
fcis-29531	121	87	the	the	DET
fcis-29531	121	88	development	development	NOUN
fcis-29531	121	89	of	of	ADP
fcis-29531	121	90	precision	precision	NOUN
fcis-29531	121	91	medical	medical	ADJ
fcis-29531	121	92	care	care	NOUN
fcis-29531	121	93	for	for	ADP
fcis-29531	121	94	cardiovascular	cardiovascular	ADJ
fcis-29531	121	95	diseases	disease	NOUN
fcis-29531	121	96	;	;	PUNCT
fcis-29531	121	97	expand	expand	VERB
fcis-29531	121	98	the	the	DET
fcis-29531	121	99	application	application	NOUN
fcis-29531	121	100	field	field	NOUN
fcis-29531	121	101	,	,	PUNCT
fcis-29531	121	102	and	and	CCONJ
fcis-29531	121	103	apply	apply	VERB
fcis-29531	121	104	this	this	DET
fcis-29531	121	105	method	method	NOUN
fcis-29531	121	106	to	to	ADP
fcis-29531	121	107	the	the	DET
fcis-29531	121	108	simulation	simulation	NOUN
fcis-29531	121	109	of	of	ADP
fcis-29531	121	110	vascular	vascular	ADJ
fcis-29531	121	111	interventional	interventional	ADJ
fcis-29531	121	112	therapy	therapy	NOUN
fcis-29531	121	113	and	and	CCONJ
fcis-29531	121	114	the	the	DET
fcis-29531	121	115	optimization	optimization	NOUN
fcis-29531	121	116	of	of	ADP
fcis-29531	121	117	artificial	artificial	ADJ
fcis-29531	121	118	blood	blood	NOUN
fcis-29531	121	119	vessel	vessel	NOUN
fcis-29531	121	120	design	design	NOUN
fcis-29531	121	121	,	,	PUNCT
fcis-29531	121	122	so	so	SCONJ
fcis-29531	121	123	as	as	SCONJ
fcis-29531	121	124	to	to	PART
fcis-29531	121	125	contribute	contribute	VERB
fcis-29531	121	126	to	to	ADP
fcis-29531	121	127	the	the	DET
fcis-29531	121	128	innovative	innovative	ADJ
fcis-29531	121	129	development	development	NOUN
fcis-29531	121	130	of	of	ADP
fcis-29531	121	131	cardiovascular	cardiovascular	ADJ
fcis-29531	121	132	medical	medical	ADJ
fcis-29531	121	133	engineering	engineering	NOUN
fcis-29531	121	134	.	.	PUNCT
fcis-29531	122	1	references	reference	NOUN
fcis-29531	122	2	[	[	X
fcis-29531	122	3	1	1	NUM
fcis-29531	122	4	]	]	PUNCT
fcis-29531	122	5	a.	a.	NOUN
fcis-29531	122	6	fout	fout	PROPN
fcis-29531	122	7	,	,	PUNCT
fcis-29531	122	8	j.	j.	PROPN
fcis-29531	122	9	byrd	byrd	PROPN
fcis-29531	122	10	,	,	PUNCT
fcis-29531	122	11	b.	b.	PROPN
fcis-29531	122	12	shariat	shariat	PROPN
fcis-29531	122	13	,	,	PUNCT
fcis-29531	122	14	a.	a.	PROPN
fcis-29531	122	15	ben	ben	PROPN
fcis-29531	122	16	-	-	PUNCT
fcis-29531	122	17	hur	hur	PROPN
fcis-29531	122	18	,	,	PUNCT
fcis-29531	122	19	protein	protein	NOUN
fcis-29531	122	20	interface	interface	NOUN
fcis-29531	122	21	prediction	prediction	NOUN
fcis-29531	122	22	using	use	VERB
fcis-29531	122	23	graph	graph	NOUN
fcis-29531	122	24	convolutional	convolutional	ADJ
fcis-29531	122	25	networks	network	NOUN
fcis-29531	122	26	,	,	PUNCT
fcis-29531	122	27	adv	adv	PROPN
fcis-29531	122	28	.	.	PUNCT
fcis-29531	122	29	neural	neural	PROPN
fcis-29531	122	30	inf	inf	PROPN
fcis-29531	122	31	.	.	PUNCT
fcis-29531	122	32	process	process	NOUN
fcis-29531	122	33	.	.	PUNCT
fcis-29531	123	1	syst	syst	PROPN
fcis-29531	123	2	.	.	PUNCT
fcis-29531	124	1	30	30	NUM
fcis-29531	124	2	(	(	PUNCT
fcis-29531	124	3	2017	2017	NUM
fcis-29531	124	4	)	)	PUNCT
fcis-29531	124	5	.	.	PUNCT
fcis-29531	125	1	[	[	X
fcis-29531	125	2	2	2	NUM
fcis-29531	125	3	]	]	X
fcis-29531	125	4	r.	r.	PROPN
fcis-29531	125	5	ying	ying	PROPN
fcis-29531	125	6	,	,	PUNCT
fcis-29531	125	7	r.	r.	PROPN
fcis-29531	125	8	he	he	PRON
fcis-29531	125	9	,	,	PUNCT
fcis-29531	125	10	k.	k.	PROPN
fcis-29531	125	11	chen	chen	PROPN
fcis-29531	125	12	,	,	PUNCT
fcis-29531	125	13	p.	p.	PROPN
fcis-29531	125	14	eksombatchai	eksombatchai	NOUN
fcis-29531	125	15	,	,	PUNCT
fcis-29531	125	16	w.l	w.l	PROPN
fcis-29531	125	17	.	.	PROPN
fcis-29531	125	18	hamilton	hamilton	PROPN
fcis-29531	125	19	,	,	PUNCT
fcis-29531	125	20	j.	j.	PROPN
fcis-29531	125	21	leskovec	leskovec	PROPN
fcis-29531	125	22	,	,	PUNCT
fcis-29531	125	23	graph	graph	VERB
fcis-29531	125	24	convolutional	convolutional	ADJ
fcis-29531	125	25	neural	neural	ADJ
fcis-29531	125	26	networks	network	NOUN
fcis-29531	125	27	for	for	ADP
fcis-29531	125	28	web	web	NOUN
fcis-29531	125	29	-	-	ADJ
fcis-29531	125	30	scale	scale	ADJ
fcis-29531	125	31	recommender	recommender	NOUN
fcis-29531	125	32	systems	system	NOUN
fcis-29531	125	33	,	,	PUNCT
fcis-29531	125	34	in	in	ADP
fcis-29531	125	35	:	:	PUNCT
fcis-29531	125	36	proceed	proceed	VERB
fcis-29531	125	37	ings	ing	NOUN
fcis-29531	125	38	of	of	ADP
fcis-29531	125	39	the	the	DET
fcis-29531	125	40	24th	24th	ADJ
fcis-29531	125	41	acm	acm	PROPN
fcis-29531	125	42	sigkdd	sigkdd	NOUN
fcis-29531	125	43	international	international	ADJ
fcis-29531	125	44	conference	conference	NOUN
fcis-29531	125	45	on	on	ADP
fcis-29531	125	46	knowledge	knowledge	PROPN
fcis-29531	125	47	discovery	discovery	PROPN
fcis-29531	125	48	&	&	CCONJ
fcis-29531	125	49	data	data	PROPN
fcis-29531	125	50	mining	mining	NOUN
fcis-29531	125	51	,	,	PUNCT
fcis-29531	125	52	2018	2018	NUM
fcis-29531	125	53	,	,	PUNCT
fcis-29531	125	54	pp	pp	ADJ
fcis-29531	125	55	.	.	PUNCT
fcis-29531	126	1	974–983	974–983	NUM
fcis-29531	126	2	.	.	PUNCT
fcis-29531	127	1	[	[	X
fcis-29531	127	2	3	3	NUM
fcis-29531	127	3	]	]	PUNCT
fcis-29531	127	4	m.	m.	NOUN
fcis-29531	127	5	lino	lino	PROPN
fcis-29531	127	6	,	,	PUNCT
fcis-29531	127	7	s.	s.	PROPN
fcis-29531	127	8	fotiadis	fotiadis	PROPN
fcis-29531	127	9	,	,	PUNCT
fcis-29531	127	10	a.a	a.a	PROPN
fcis-29531	127	11	.	.	PROPN
fcis-29531	127	12	bharath	bharath	PROPN
fcis-29531	127	13	,	,	PUNCT
fcis-29531	127	14	c.d	c.d	PROPN
fcis-29531	127	15	.	.	PROPN
fcis-29531	127	16	cantwell	cantwell	PROPN
fcis-29531	127	17	,	,	PUNCT
fcis-29531	127	18	multi	multi	ADJ
fcis-29531	127	19	-	-	ADJ
fcis-29531	127	20	scale	scale	ADJ
fcis-29531	127	21	rotation	rotation	NOUN
fcis-29531	127	22	-	-	PUNCT
fcis-29531	127	23	equivariant	equivariant	ADJ
fcis-29531	127	24	graph	graph	NOUN
fcis-29531	127	25	neural	neural	ADJ
fcis-29531	127	26	networks	network	NOUN
fcis-29531	127	27	for	for	ADP
fcis-29531	127	28	unsteady	unsteady	ADJ
fcis-29531	127	29	eulerian	eulerian	ADJ
fcis-29531	127	30	fluid	fluid	NOUN
fcis-29531	127	31	dynamics	dynamic	NOUN
fcis-29531	127	32	,	,	PUNCT
fcis-29531	127	33	phys	phy	NOUN
fcis-29531	127	34	.	.	PUNCT
fcis-29531	128	1	fluids	fluid	NOUN
fcis-29531	128	2	34	34	NUM
fcis-29531	128	3	(	(	PUNCT
fcis-29531	128	4	8)	8)	NUM
fcis-29531	128	5	(	(	PUNCT
fcis-29531	128	6	2022	2022	NUM
fcis-29531	128	7	)	)	PUNCT
fcis-29531	128	8	.	.	PUNCT