id	sid	tid	token	lemma	pos
fcis-13814	1	1	frontiers	frontier	NOUN
fcis-13814	1	2	in	in	ADP
fcis-13814	1	3	computing	computing	NOUN
fcis-13814	1	4	and	and	CCONJ
fcis-13814	1	5	intelligent	intelligent	ADJ
fcis-13814	1	6	systems	system	NOUN
fcis-13814	1	7	issn	issn	VERB
fcis-13814	1	8	:	:	PUNCT
fcis-13814	1	9	2832	2832	NUM
fcis-13814	1	10	-	-	SYM
fcis-13814	1	11	6024	6024	NUM
fcis-13814	1	12	|	|	NOUN
fcis-13814	1	13	vol	vol	NOUN
fcis-13814	1	14	.	.	PROPN
fcis-13814	2	1	5	5	NUM
fcis-13814	2	2	,	,	PUNCT
fcis-13814	2	3	no	no	INTJ
fcis-13814	2	4	.	.	NOUN
fcis-13814	2	5	3	3	NUM
fcis-13814	2	6	,	,	PUNCT
fcis-13814	2	7	2023	2023	NUM
fcis-13814	2	8	8	8	NUM
fcis-13814	2	9	intelligent	intelligent	ADJ
fcis-13814	2	10	diagnostic	diagnostic	ADJ
fcis-13814	2	11	system	system	NOUN
fcis-13814	2	12	development	development	NOUN
fcis-13814	2	13	based	base	VERB
fcis-13814	2	14	on	on	ADP
fcis-13814	2	15	artificial	artificial	ADJ
fcis-13814	2	16	intelligence	intelligence	NOUN
fcis-13814	2	17	technology	technology	NOUN
fcis-13814	2	18	ying	ying	PROPN
fcis-13814	2	19	feng	feng	PROPN
fcis-13814	2	20	1	1	NUM
fcis-13814	2	21	,	,	PUNCT
fcis-13814	2	22	yongqin	yongqin	ADJ
fcis-13814	2	23	wang	wang	PROPN
fcis-13814	2	24	2	2	NUM
fcis-13814	2	25	1	1	NUM
fcis-13814	2	26	the	the	DET
fcis-13814	2	27	first	first	ADJ
fcis-13814	2	28	affiliated	affiliated	ADJ
fcis-13814	2	29	hospital	hospital	NOUN
fcis-13814	2	30	of	of	ADP
fcis-13814	2	31	guizhou	guizhou	PROPN
fcis-13814	2	32	university	university	PROPN
fcis-13814	2	33	of	of	ADP
fcis-13814	2	34	traditional	traditional	ADJ
fcis-13814	2	35	chinese	chinese	ADJ
fcis-13814	2	36	medicine	medicine	NOUN
fcis-13814	2	37	,	,	PUNCT
fcis-13814	2	38	gui	gui	PROPN
fcis-13814	2	39	yang	yang	PROPN
fcis-13814	2	40	city	city	PROPN
fcis-13814	2	41	,	,	PUNCT
fcis-13814	2	42	guizhou	guizhou	PROPN
fcis-13814	2	43	,	,	PUNCT
fcis-13814	2	44	china	china	PROPN
fcis-13814	2	45	2	2	NUM
fcis-13814	2	46	school	school	NOUN
fcis-13814	2	47	of	of	ADP
fcis-13814	2	48	information	information	NOUN
fcis-13814	2	49	engineering	engineering	NOUN
fcis-13814	2	50	,	,	PUNCT
fcis-13814	2	51	guizhou	guizhou	PROPN
fcis-13814	2	52	university	university	PROPN
fcis-13814	2	53	of	of	ADP
fcis-13814	2	54	traditional	traditional	ADJ
fcis-13814	2	55	chinese	chinese	ADJ
fcis-13814	2	56	medicine	medicine	NOUN
fcis-13814	2	57	,	,	PUNCT
fcis-13814	2	58	gui	gui	PROPN
fcis-13814	2	59	yang	yang	PROPN
fcis-13814	2	60	city	city	PROPN
fcis-13814	2	61	,	,	PUNCT
fcis-13814	2	62	guizhou	guizhou	PROPN
fcis-13814	2	63	,	,	PUNCT
fcis-13814	2	64	china	china	PROPN
fcis-13814	2	65	abstract	abstract	NOUN
fcis-13814	2	66	:	:	PUNCT
fcis-13814	2	67	intelligent	intelligent	ADJ
fcis-13814	2	68	diagnosis	diagnosis	NOUN
fcis-13814	2	69	is	be	AUX
fcis-13814	2	70	an	an	DET
fcis-13814	2	71	important	important	ADJ
fcis-13814	2	72	scenario	scenario	NOUN
fcis-13814	2	73	in	in	ADP
fcis-13814	2	74	smart	smart	ADJ
fcis-13814	2	75	healthcare	healthcare	NOUN
fcis-13814	2	76	,	,	PUNCT
fcis-13814	2	77	with	with	ADP
fcis-13814	2	78	conversational	conversational	ADJ
fcis-13814	2	79	diagnostic	diagnostic	ADJ
fcis-13814	2	80	scenarios	scenario	NOUN
fcis-13814	2	81	being	be	AUX
fcis-13814	2	82	the	the	DET
fcis-13814	2	83	most	most	ADV
fcis-13814	2	84	common	common	ADJ
fcis-13814	2	85	.	.	PUNCT
fcis-13814	3	1	the	the	DET
fcis-13814	3	2	process	process	NOUN
fcis-13814	3	3	of	of	ADP
fcis-13814	3	4	collecting	collect	VERB
fcis-13814	3	5	symptom	symptom	NOUN
fcis-13814	3	6	information	information	NOUN
fcis-13814	3	7	through	through	ADP
fcis-13814	3	8	conversations	conversation	NOUN
fcis-13814	3	9	with	with	ADP
fcis-13814	3	10	users	user	NOUN
fcis-13814	3	11	and	and	CCONJ
fcis-13814	3	12	inferring	infer	VERB
fcis-13814	3	13	diseases	disease	NOUN
fcis-13814	3	14	based	base	VERB
fcis-13814	3	15	on	on	ADP
fcis-13814	3	16	symptoms	symptom	NOUN
fcis-13814	3	17	.	.	PUNCT
fcis-13814	4	1	through	through	ADP
fcis-13814	4	2	a	a	DET
fcis-13814	4	3	dialogue	dialogue	NOUN
fcis-13814	4	4	based	base	VERB
fcis-13814	4	5	diagnostic	diagnostic	ADJ
fcis-13814	4	6	system	system	NOUN
fcis-13814	4	7	,	,	PUNCT
fcis-13814	4	8	it	it	PRON
fcis-13814	4	9	can	can	AUX
fcis-13814	4	10	meet	meet	VERB
fcis-13814	4	11	some	some	PRON
fcis-13814	4	12	of	of	ADP
fcis-13814	4	13	the	the	DET
fcis-13814	4	14	medical	medical	ADJ
fcis-13814	4	15	consultation	consultation	NOUN
fcis-13814	4	16	needs	need	NOUN
fcis-13814	4	17	of	of	ADP
fcis-13814	4	18	residents	resident	NOUN
fcis-13814	4	19	,	,	PUNCT
fcis-13814	4	20	thereby	thereby	ADV
fcis-13814	4	21	freeing	free	VERB
fcis-13814	4	22	doctors	doctor	NOUN
fcis-13814	4	23	from	from	ADP
fcis-13814	4	24	some	some	DET
fcis-13814	4	25	basic	basic	ADJ
fcis-13814	4	26	consultations	consultation	NOUN
fcis-13814	4	27	and	and	CCONJ
fcis-13814	4	28	greatly	greatly	ADV
fcis-13814	4	29	alleviating	alleviate	VERB
fcis-13814	4	30	the	the	DET
fcis-13814	4	31	shortage	shortage	NOUN
fcis-13814	4	32	of	of	ADP
fcis-13814	4	33	medical	medical	ADJ
fcis-13814	4	34	resources	resource	NOUN
fcis-13814	4	35	.	.	PUNCT
fcis-13814	5	1	in	in	ADP
fcis-13814	5	2	the	the	DET
fcis-13814	5	3	actual	actual	ADJ
fcis-13814	5	4	diagnosis	diagnosis	NOUN
fcis-13814	5	5	process	process	NOUN
fcis-13814	5	6	,	,	PUNCT
fcis-13814	5	7	the	the	DET
fcis-13814	5	8	symptoms	symptom	NOUN
fcis-13814	5	9	reported	report	VERB
fcis-13814	5	10	by	by	ADP
fcis-13814	5	11	patients	patient	NOUN
fcis-13814	5	12	are	be	AUX
fcis-13814	5	13	often	often	ADV
fcis-13814	5	14	insufficient	insufficient	ADJ
fcis-13814	5	15	to	to	PART
fcis-13814	5	16	support	support	VERB
fcis-13814	5	17	accurate	accurate	ADJ
fcis-13814	5	18	diagnosis	diagnosis	NOUN
fcis-13814	5	19	.	.	PUNCT
fcis-13814	6	1	it	it	PRON
fcis-13814	6	2	is	be	AUX
fcis-13814	6	3	necessary	necessary	ADJ
fcis-13814	6	4	to	to	PART
fcis-13814	6	5	ask	ask	VERB
fcis-13814	6	6	the	the	DET
fcis-13814	6	7	user	user	NOUN
fcis-13814	6	8	if	if	SCONJ
fcis-13814	6	9	they	they	PRON
fcis-13814	6	10	have	have	VERB
fcis-13814	6	11	any	any	DET
fcis-13814	6	12	other	other	ADJ
fcis-13814	6	13	symptoms	symptom	NOUN
fcis-13814	6	14	through	through	ADP
fcis-13814	6	15	dialogue	dialogue	NOUN
fcis-13814	6	16	to	to	PART
fcis-13814	6	17	form	form	VERB
fcis-13814	6	18	a	a	DET
fcis-13814	6	19	diagnostic	diagnostic	ADJ
fcis-13814	6	20	conclusion	conclusion	NOUN
fcis-13814	6	21	.	.	PUNCT
fcis-13814	7	1	existing	exist	VERB
fcis-13814	7	2	research	research	NOUN
fcis-13814	7	3	mainly	mainly	ADV
fcis-13814	7	4	adopts	adopt	VERB
fcis-13814	7	5	reinforcement	reinforcement	NOUN
fcis-13814	7	6	learning	learning	NOUN
fcis-13814	7	7	methods	method	NOUN
fcis-13814	7	8	,	,	PUNCT
fcis-13814	7	9	which	which	PRON
fcis-13814	7	10	gradually	gradually	ADV
fcis-13814	7	11	learn	learn	VERB
fcis-13814	7	12	the	the	DET
fcis-13814	7	13	dialogue	dialogue	NOUN
fcis-13814	7	14	process	process	NOUN
fcis-13814	7	15	between	between	ADP
fcis-13814	7	16	traditional	traditional	ADJ
fcis-13814	7	17	chinese	chinese	ADJ
fcis-13814	7	18	medicine	medicine	NOUN
fcis-13814	7	19	students	student	NOUN
fcis-13814	7	20	and	and	CCONJ
fcis-13814	7	21	patients	patient	NOUN
fcis-13814	7	22	in	in	ADP
fcis-13814	7	23	real	real	ADJ
fcis-13814	7	24	medical	medical	ADJ
fcis-13814	7	25	scenarios	scenario	NOUN
fcis-13814	7	26	,	,	PUNCT
fcis-13814	7	27	and	and	CCONJ
fcis-13814	7	28	obtain	obtain	VERB
fcis-13814	7	29	strategies	strategy	NOUN
fcis-13814	7	30	for	for	ADP
fcis-13814	7	31	symptom	symptom	NOUN
fcis-13814	7	32	inquiry	inquiry	NOUN
fcis-13814	7	33	and	and	CCONJ
fcis-13814	7	34	disease	disease	NOUN
fcis-13814	7	35	diagnosis	diagnosis	NOUN
fcis-13814	7	36	.	.	PUNCT
fcis-13814	8	1	despite	despite	SCONJ
fcis-13814	8	2	the	the	DET
fcis-13814	8	3	advantages	advantage	NOUN
fcis-13814	8	4	of	of	ADP
fcis-13814	8	5	reinforcement	reinforcement	NOUN
fcis-13814	8	6	learning	learning	NOUN
fcis-13814	8	7	in	in	ADP
fcis-13814	8	8	dealing	deal	VERB
fcis-13814	8	9	with	with	ADP
fcis-13814	8	10	temporal	temporal	ADJ
fcis-13814	8	11	decision	decision	NOUN
fcis-13814	8	12	problems	problem	NOUN
fcis-13814	8	13	,	,	PUNCT
fcis-13814	8	14	the	the	DET
fcis-13814	8	15	diagnostic	diagnostic	ADJ
fcis-13814	8	16	accuracy	accuracy	NOUN
fcis-13814	8	17	is	be	AUX
fcis-13814	8	18	still	still	ADV
fcis-13814	8	19	low	low	ADJ
fcis-13814	8	20	and	and	CCONJ
fcis-13814	8	21	data	datum	NOUN
fcis-13814	8	22	dependency	dependency	NOUN
fcis-13814	8	23	is	be	AUX
fcis-13814	8	24	strong	strong	ADJ
fcis-13814	8	25	.	.	PUNCT
fcis-13814	9	1	in	in	ADP
fcis-13814	9	2	this	this	DET
fcis-13814	9	3	article	article	NOUN
fcis-13814	9	4	,	,	PUNCT
fcis-13814	9	5	a	a	DET
fcis-13814	9	6	medical	medical	ADJ
fcis-13814	9	7	dialogue	dialogue	NOUN
fcis-13814	9	8	robot	robot	NOUN
fcis-13814	9	9	architecture	architecture	NOUN
fcis-13814	9	10	based	base	VERB
fcis-13814	9	11	on	on	ADP
fcis-13814	9	12	medical	medical	ADJ
fcis-13814	9	13	dialogue	dialogue	NOUN
fcis-13814	9	14	diagnosis	diagnosis	NOUN
fcis-13814	9	15	technology	technology	NOUN
fcis-13814	9	16	,	,	PUNCT
fcis-13814	9	17	medical	medical	ADJ
fcis-13814	9	18	knowledge	knowledge	NOUN
fcis-13814	9	19	graph	graph	NOUN
fcis-13814	9	20	technology	technology	NOUN
fcis-13814	9	21	,	,	PUNCT
fcis-13814	9	22	and	and	CCONJ
fcis-13814	9	23	"	"	PUNCT
fcis-13814	9	24	inference	inference	NOUN
fcis-13814	9	25	machine	machine	NOUN
fcis-13814	9	26	"	"	PUNCT
fcis-13814	9	27	technology	technology	NOUN
fcis-13814	9	28	is	be	AUX
fcis-13814	9	29	proposed	propose	VERB
fcis-13814	9	30	to	to	PART
fcis-13814	9	31	build	build	VERB
fcis-13814	9	32	an	an	DET
fcis-13814	9	33	intelligent	intelligent	ADJ
fcis-13814	9	34	diagnosis	diagnosis	NOUN
fcis-13814	9	35	architecture	architecture	NOUN
fcis-13814	9	36	.	.	PUNCT
fcis-13814	10	1	secondly	secondly	ADV
fcis-13814	10	2	,	,	PUNCT
fcis-13814	10	3	in	in	ADP
fcis-13814	10	4	terms	term	NOUN
fcis-13814	10	5	of	of	ADP
fcis-13814	10	6	algorithm	algorithm	NOUN
fcis-13814	10	7	,	,	PUNCT
fcis-13814	10	8	this	this	DET
fcis-13814	10	9	article	article	NOUN
fcis-13814	10	10	proposes	propose	VERB
fcis-13814	10	11	a	a	DET
fcis-13814	10	12	disease	disease	NOUN
fcis-13814	10	13	diagnosis	diagnosis	NOUN
fcis-13814	10	14	algorithm	algorithm	NOUN
fcis-13814	10	15	based	base	VERB
fcis-13814	10	16	on	on	ADP
fcis-13814	10	17	naive	naive	ADJ
fcis-13814	10	18	bayes	bayes	NOUN
fcis-13814	10	19	classification	classification	NOUN
fcis-13814	10	20	and	and	CCONJ
fcis-13814	10	21	a	a	DET
fcis-13814	10	22	symptom	symptom	NOUN
fcis-13814	10	23	screening	screen	VERB
fcis-13814	10	24	algorithm	algorithm	NOUN
fcis-13814	10	25	based	base	VERB
fcis-13814	10	26	on	on	ADP
fcis-13814	10	27	symptom	symptom	NOUN
fcis-13814	10	28	set	set	VERB
fcis-13814	10	29	differences	difference	NOUN
fcis-13814	10	30	for	for	ADP
fcis-13814	10	31	symptom	symptom	NOUN
fcis-13814	10	32	query	query	NOUN
fcis-13814	10	33	process	process	NOUN
fcis-13814	10	34	,	,	PUNCT
fcis-13814	10	35	this	this	DET
fcis-13814	10	36	algorithm	algorithm	NOUN
fcis-13814	10	37	increases	increase	VERB
fcis-13814	10	38	the	the	DET
fcis-13814	10	39	interpretability	interpretability	NOUN
fcis-13814	10	40	of	of	ADP
fcis-13814	10	41	diagnostic	diagnostic	ADJ
fcis-13814	10	42	results	result	NOUN
fcis-13814	10	43	by	by	ADP
fcis-13814	10	44	simulating	simulate	VERB
fcis-13814	10	45	the	the	DET
fcis-13814	10	46	questioning	questioning	NOUN
fcis-13814	10	47	and	and	CCONJ
fcis-13814	10	48	diagnostic	diagnostic	ADJ
fcis-13814	10	49	process	process	NOUN
fcis-13814	10	50	of	of	ADP
fcis-13814	10	51	doctors	doctor	NOUN
fcis-13814	10	52	,	,	PUNCT
fcis-13814	10	53	and	and	CCONJ
fcis-13814	10	54	combines	combine	VERB
fcis-13814	10	55	it	it	PRON
fcis-13814	10	56	with	with	ADP
fcis-13814	10	57	the	the	DET
fcis-13814	10	58	medical	medical	ADJ
fcis-13814	10	59	dialogue	dialogue	NOUN
fcis-13814	10	60	robot	robot	NOUN
fcis-13814	10	61	architecture	architecture	NOUN
fcis-13814	10	62	to	to	PART
fcis-13814	10	63	achieve	achieve	VERB
fcis-13814	10	64	intelligent	intelligent	ADJ
fcis-13814	10	65	diagnosis	diagnosis	NOUN
fcis-13814	10	66	throughout	throughout	ADP
fcis-13814	10	67	the	the	DET
fcis-13814	10	68	entire	entire	ADJ
fcis-13814	10	69	process	process	NOUN
fcis-13814	10	70	.	.	PUNCT
fcis-13814	11	1	keywords	keyword	NOUN
fcis-13814	11	2	:	:	PUNCT
fcis-13814	11	3	dialogue	dialogue	NOUN
fcis-13814	11	4	system	system	NOUN
fcis-13814	11	5	;	;	PUNCT
fcis-13814	11	6	symptom	symptom	NOUN
fcis-13814	11	7	screening	screening	NOUN
fcis-13814	11	8	;	;	PUNCT
fcis-13814	11	9	disease	disease	NOUN
fcis-13814	11	10	diagnosis	diagnosis	NOUN
fcis-13814	11	11	;	;	PUNCT
fcis-13814	11	12	naive	naive	ADJ
fcis-13814	11	13	bayesian	bayesian	NOUN
fcis-13814	11	14	classification	classification	NOUN
fcis-13814	11	15	.	.	PUNCT
fcis-13814	12	1	1	1	X
fcis-13814	12	2	.	.	X
fcis-13814	12	3	introduction	introduction	NOUN
fcis-13814	12	4	artificial	artificial	ADJ
fcis-13814	12	5	intelligence	intelligence	NOUN
fcis-13814	12	6	,	,	PUNCT
fcis-13814	12	7	as	as	ADP
fcis-13814	12	8	a	a	DET
fcis-13814	12	9	hot	hot	ADJ
fcis-13814	12	10	discipline	discipline	NOUN
fcis-13814	12	11	,	,	PUNCT
fcis-13814	12	12	mainly	mainly	ADV
fcis-13814	12	13	studies	study	NOUN
fcis-13814	12	14	and	and	CCONJ
fcis-13814	12	15	develops	develop	VERB
fcis-13814	12	16	a	a	DET
fcis-13814	12	17	new	new	ADJ
fcis-13814	12	18	technology	technology	NOUN
fcis-13814	12	19	for	for	ADP
fcis-13814	12	20	imitating	imitate	VERB
fcis-13814	12	21	and	and	CCONJ
fcis-13814	12	22	expanding	expand	VERB
fcis-13814	12	23	human	human	ADJ
fcis-13814	12	24	intelligence	intelligence	NOUN
fcis-13814	12	25	,	,	PUNCT
fcis-13814	12	26	including	include	VERB
fcis-13814	12	27	principles	principle	NOUN
fcis-13814	12	28	of	of	ADP
fcis-13814	12	29	things	thing	NOUN
fcis-13814	12	30	,	,	PUNCT
fcis-13814	12	31	ways	way	NOUN
fcis-13814	12	32	of	of	ADP
fcis-13814	12	33	thinking	thinking	NOUN
fcis-13814	12	34	,	,	PUNCT
fcis-13814	12	35	and	and	CCONJ
fcis-13814	12	36	special	special	ADJ
fcis-13814	12	37	skills	skill	NOUN
fcis-13814	13	1	[	[	X
fcis-13814	13	2	1	1	NUM
fcis-13814	13	3	]	]	PUNCT
fcis-13814	13	4	.	.	PUNCT
fcis-13814	14	1	the	the	DET
fcis-13814	14	2	goal	goal	NOUN
fcis-13814	14	3	of	of	ADP
fcis-13814	14	4	introducing	introduce	VERB
fcis-13814	14	5	ai	ai	NOUN
fcis-13814	14	6	technology	technology	NOUN
fcis-13814	14	7	is	be	AUX
fcis-13814	14	8	to	to	PART
fcis-13814	14	9	reduce	reduce	VERB
fcis-13814	14	10	a	a	DET
fcis-13814	14	11	large	large	ADJ
fcis-13814	14	12	amount	amount	NOUN
fcis-13814	14	13	of	of	ADP
fcis-13814	14	14	human	human	ADJ
fcis-13814	14	15	resources	resource	NOUN
fcis-13814	14	16	and	and	CCONJ
fcis-13814	14	17	runtime	runtime	NOUN
fcis-13814	14	18	.	.	PUNCT
fcis-13814	15	1	in	in	ADP
fcis-13814	15	2	addition	addition	NOUN
fcis-13814	15	3	,	,	PUNCT
fcis-13814	15	4	the	the	DET
fcis-13814	15	5	deep	deep	ADJ
fcis-13814	15	6	reinforcement	reinforcement	NOUN
fcis-13814	15	7	learning	learning	NOUN
fcis-13814	15	8	of	of	ADP
fcis-13814	15	9	ai	ai	PRON
fcis-13814	15	10	technology	technology	NOUN
fcis-13814	15	11	can	can	AUX
fcis-13814	15	12	dealing	deal	VERB
fcis-13814	15	13	with	with	ADP
fcis-13814	15	14	large	large	ADJ
fcis-13814	15	15	-	-	PUNCT
fcis-13814	15	16	scale	scale	NOUN
fcis-13814	15	17	data	datum	NOUN
fcis-13814	15	18	and	and	CCONJ
fcis-13814	15	19	provide	provide	VERB
fcis-13814	15	20	results	result	NOUN
fcis-13814	15	21	in	in	ADP
fcis-13814	15	22	a	a	DET
fcis-13814	15	23	short	short	ADJ
fcis-13814	15	24	period	period	NOUN
fcis-13814	15	25	of	of	ADP
fcis-13814	15	26	time	time	NOUN
fcis-13814	15	27	.	.	PUNCT
fcis-13814	16	1	intelligent	intelligent	ADJ
fcis-13814	16	2	analysis	analysis	NOUN
fcis-13814	16	3	has	have	VERB
fcis-13814	16	4	realtime	realtime	ADJ
fcis-13814	16	5	data	datum	NOUN
fcis-13814	16	6	processing	processing	NOUN
fcis-13814	16	7	and	and	CCONJ
fcis-13814	16	8	prediction	prediction	NOUN
fcis-13814	16	9	capabilities	capability	NOUN
fcis-13814	16	10	[	[	X
fcis-13814	16	11	2	2	NUM
fcis-13814	16	12	]	]	PUNCT
fcis-13814	16	13	.	.	PUNCT
fcis-13814	17	1	in	in	ADP
fcis-13814	17	2	recent	recent	ADJ
fcis-13814	17	3	years	year	NOUN
fcis-13814	17	4	,	,	PUNCT
fcis-13814	17	5	the	the	DET
fcis-13814	17	6	quality	quality	NOUN
fcis-13814	17	7	and	and	CCONJ
fcis-13814	17	8	efficiency	efficiency	NOUN
fcis-13814	17	9	of	of	ADP
fcis-13814	17	10	medical	medical	ADJ
fcis-13814	17	11	services	service	NOUN
fcis-13814	17	12	have	have	AUX
fcis-13814	17	13	always	always	ADV
fcis-13814	17	14	been	be	AUX
fcis-13814	17	15	the	the	DET
fcis-13814	17	16	focus	focus	NOUN
fcis-13814	17	17	of	of	ADP
fcis-13814	17	18	people	people	NOUN
fcis-13814	17	19	's	's	PART
fcis-13814	17	20	attention	attention	NOUN
fcis-13814	17	21	.	.	PUNCT
fcis-13814	18	1	in	in	ADP
fcis-13814	18	2	response	response	NOUN
fcis-13814	18	3	to	to	ADP
fcis-13814	18	4	the	the	DET
fcis-13814	18	5	four	four	NUM
fcis-13814	18	6	major	major	ADJ
fcis-13814	18	7	problems	problem	NOUN
fcis-13814	18	8	faced	face	VERB
fcis-13814	18	9	by	by	ADP
fcis-13814	18	10	the	the	DET
fcis-13814	18	11	international	international	ADJ
fcis-13814	18	12	medical	medical	ADJ
fcis-13814	18	13	field	field	NOUN
fcis-13814	18	14	:	:	PUNCT
fcis-13814	18	15	insufficient	insufficient	ADJ
fcis-13814	18	16	medical	medical	ADJ
fcis-13814	18	17	resources	resource	NOUN
fcis-13814	18	18	,	,	PUNCT
fcis-13814	18	19	long	long	ADJ
fcis-13814	18	20	doctor	doctor	NOUN
fcis-13814	18	21	training	training	NOUN
fcis-13814	18	22	cycles	cycle	NOUN
fcis-13814	18	23	,	,	PUNCT
fcis-13814	18	24	high	high	ADJ
fcis-13814	18	25	medical	medical	ADJ
fcis-13814	18	26	costs	cost	NOUN
fcis-13814	18	27	,	,	PUNCT
fcis-13814	18	28	and	and	CCONJ
fcis-13814	18	29	high	high	ADJ
fcis-13814	18	30	misdiagnosis	misdiagnosis	NOUN
fcis-13814	18	31	rates	rate	NOUN
fcis-13814	18	32	of	of	ADP
fcis-13814	18	33	doctors[3	doctors[3	PROPN
fcis-13814	18	34	]	]	PUNCT
fcis-13814	18	35	,	,	PUNCT
fcis-13814	18	36	the	the	DET
fcis-13814	18	37	combination	combination	NOUN
fcis-13814	18	38	of	of	ADP
fcis-13814	18	39	artificial	artificial	ADJ
fcis-13814	18	40	intelligence	intelligence	NOUN
fcis-13814	18	41	technology	technology	NOUN
fcis-13814	18	42	and	and	CCONJ
fcis-13814	18	43	hospital	hospital	NOUN
fcis-13814	18	44	information	information	NOUN
fcis-13814	18	45	systems	system	NOUN
fcis-13814	18	46	can	can	AUX
fcis-13814	18	47	not	not	PART
fcis-13814	18	48	only	only	ADV
fcis-13814	18	49	effectively	effectively	ADV
fcis-13814	18	50	solve	solve	VERB
fcis-13814	18	51	the	the	DET
fcis-13814	18	52	above	above	ADJ
fcis-13814	18	53	four	four	NUM
fcis-13814	18	54	problems	problem	NOUN
fcis-13814	18	55	,	,	PUNCT
fcis-13814	18	56	but	but	CCONJ
fcis-13814	18	57	also	also	ADV
fcis-13814	18	58	strengthen	strengthen	VERB
fcis-13814	18	59	hospital	hospital	NOUN
fcis-13814	18	60	information	information	NOUN
fcis-13814	18	61	systems	system	NOUN
fcis-13814	18	62	,	,	PUNCT
fcis-13814	18	63	the	the	DET
fcis-13814	18	64	modern	modern	ADJ
fcis-13814	18	65	hospital	hospital	NOUN
fcis-13814	18	66	information	information	NOUN
fcis-13814	18	67	technology	technology	NOUN
fcis-13814	18	68	is	be	AUX
fcis-13814	18	69	gradually	gradually	ADV
fcis-13814	18	70	transitioning	transition	VERB
fcis-13814	18	71	from	from	ADP
fcis-13814	18	72	traditional	traditional	ADJ
fcis-13814	18	73	hospital	hospital	NOUN
fcis-13814	18	74	information	information	NOUN
fcis-13814	18	75	systems	system	NOUN
fcis-13814	18	76	to	to	ADP
fcis-13814	18	77	intelligent	intelligent	ADJ
fcis-13814	18	78	hospital	hospital	NOUN
fcis-13814	18	79	information	information	NOUN
fcis-13814	18	80	systems	system	NOUN
fcis-13814	18	81	.	.	PUNCT
fcis-13814	19	1	this	this	DET
fcis-13814	19	2	article	article	NOUN
fcis-13814	19	3	briefly	briefly	ADV
fcis-13814	19	4	describes	describe	VERB
fcis-13814	19	5	the	the	DET
fcis-13814	19	6	application	application	NOUN
fcis-13814	19	7	and	and	CCONJ
fcis-13814	19	8	development	development	NOUN
fcis-13814	19	9	of	of	ADP
fcis-13814	19	10	artificial	artificial	ADJ
fcis-13814	19	11	intelligence	intelligence	NOUN
fcis-13814	19	12	in	in	ADP
fcis-13814	19	13	outpatient	outpatient	NOUN
fcis-13814	19	14	processes	process	NOUN
fcis-13814	19	15	such	such	ADJ
fcis-13814	19	16	as	as	ADP
fcis-13814	19	17	medical	medical	ADJ
fcis-13814	19	18	consultation	consultation	NOUN
fcis-13814	19	19	,	,	PUNCT
fcis-13814	19	20	namely	namely	ADV
fcis-13814	19	21	intelligent	intelligent	ADJ
fcis-13814	19	22	consultation	consultation	NOUN
fcis-13814	19	23	systems	system	NOUN
fcis-13814	19	24	.	.	PUNCT
fcis-13814	20	1	2	2	X
fcis-13814	20	2	.	.	X
fcis-13814	20	3	background	background	NOUN
fcis-13814	20	4	ai	ai	VERB
fcis-13814	20	5	intelligent	intelligent	ADJ
fcis-13814	20	6	diagnostic	diagnostic	ADJ
fcis-13814	20	7	system	system	NOUN
fcis-13814	20	8	is	be	AUX
fcis-13814	20	9	kind	kind	ADV
fcis-13814	20	10	of	of	ADV
fcis-13814	20	11	the	the	DET
fcis-13814	20	12	expert	expert	ADJ
fcis-13814	20	13	system	system	NOUN
fcis-13814	20	14	in	in	ADP
fcis-13814	20	15	the	the	DET
fcis-13814	20	16	medical	medical	ADJ
fcis-13814	20	17	field	field	NOUN
fcis-13814	20	18	,	,	PUNCT
fcis-13814	20	19	which	which	PRON
fcis-13814	20	20	is	be	AUX
fcis-13814	20	21	an	an	DET
fcis-13814	20	22	important	important	ADJ
fcis-13814	20	23	branch	branch	NOUN
fcis-13814	20	24	of	of	ADP
fcis-13814	20	25	artificial	artificial	ADJ
fcis-13814	20	26	intelligence	intelligence	NOUN
fcis-13814	20	27	technology	technology	NOUN
fcis-13814	20	28	applied	apply	VERB
fcis-13814	20	29	in	in	ADP
fcis-13814	20	30	the	the	DET
fcis-13814	20	31	field	field	NOUN
fcis-13814	20	32	of	of	ADP
fcis-13814	20	33	medical	medical	ADJ
fcis-13814	20	34	diagnosis[4].utilizing	diagnosis[4].utilizing	NOUN
fcis-13814	20	35	ai	ai	VERB
fcis-13814	20	36	technology	technology	NOUN
fcis-13814	20	37	to	to	PART
fcis-13814	20	38	transfer	transfer	VERB
fcis-13814	20	39	the	the	DET
fcis-13814	20	40	knowledge	knowledge	NOUN
fcis-13814	20	41	of	of	ADP
fcis-13814	20	42	medical	medical	ADJ
fcis-13814	20	43	experts	expert	NOUN
fcis-13814	20	44	to	to	ADP
fcis-13814	20	45	the	the	DET
fcis-13814	20	46	system	system	NOUN
fcis-13814	20	47	and	and	CCONJ
fcis-13814	20	48	using	use	VERB
fcis-13814	20	49	the	the	DET
fcis-13814	20	50	system	system	NOUN
fcis-13814	20	51	to	to	PART
fcis-13814	20	52	simulate	simulate	VERB
fcis-13814	20	53	the	the	DET
fcis-13814	20	54	professional	professional	ADJ
fcis-13814	20	55	knowledge	knowledge	NOUN
fcis-13814	20	56	and	and	CCONJ
fcis-13814	20	57	reasoning	reasoning	NOUN
fcis-13814	20	58	judgments	judgment	NOUN
fcis-13814	20	59	of	of	ADP
fcis-13814	20	60	medical	medical	ADJ
fcis-13814	20	61	experts	expert	NOUN
fcis-13814	20	62	,	,	PUNCT
fcis-13814	20	63	intelligent	intelligent	ADJ
fcis-13814	20	64	diagnostic	diagnostic	ADJ
fcis-13814	20	65	system	system	NOUN
fcis-13814	20	66	like	like	ADP
fcis-13814	20	67	doctors	doctor	NOUN
fcis-13814	20	68	,	,	PUNCT
fcis-13814	20	69	professional	professional	ADJ
fcis-13814	20	70	diagnosis	diagnosis	NOUN
fcis-13814	20	71	can	can	AUX
fcis-13814	20	72	be	be	AUX
fcis-13814	20	73	made	make	VERB
fcis-13814	20	74	based	base	VERB
fcis-13814	20	75	on	on	ADP
fcis-13814	20	76	the	the	DET
fcis-13814	20	77	clinical	clinical	ADJ
fcis-13814	20	78	symptoms	symptom	NOUN
fcis-13814	20	79	of	of	ADP
fcis-13814	20	80	the	the	DET
fcis-13814	20	81	patient	patient	NOUN
fcis-13814	20	82	's	's	PART
fcis-13814	20	83	disease	disease	NOUN
fcis-13814	20	84	and	and	CCONJ
fcis-13814	20	85	effective	effective	ADJ
fcis-13814	20	86	treatment	treatment	NOUN
fcis-13814	20	87	and	and	CCONJ
fcis-13814	20	88	prevention	prevention	NOUN
fcis-13814	20	89	plans	plan	NOUN
fcis-13814	20	90	can	can	AUX
fcis-13814	20	91	be	be	AUX
fcis-13814	20	92	proposed	propose	VERB
fcis-13814	20	93	.	.	PUNCT
fcis-13814	21	1	the	the	DET
fcis-13814	21	2	theoretical	theoretical	ADJ
fcis-13814	21	3	foundation	foundation	NOUN
fcis-13814	21	4	of	of	ADP
fcis-13814	21	5	intelligent	intelligent	ADJ
fcis-13814	21	6	diagnostic	diagnostic	ADJ
fcis-13814	21	7	system	system	NOUN
fcis-13814	21	8	involves	involve	VERB
fcis-13814	21	9	all	all	DET
fcis-13814	21	10	disciplines	discipline	NOUN
fcis-13814	21	11	in	in	ADP
fcis-13814	21	12	the	the	DET
fcis-13814	21	13	medical	medical	ADJ
fcis-13814	21	14	field	field	NOUN
fcis-13814	21	15	.	.	PUNCT
fcis-13814	22	1	therefore	therefore	ADV
fcis-13814	22	2	,	,	PUNCT
fcis-13814	22	3	a	a	DET
fcis-13814	22	4	medical	medical	ADJ
fcis-13814	22	5	knowledge	knowledge	NOUN
fcis-13814	22	6	base	base	NOUN
fcis-13814	22	7	that	that	PRON
fcis-13814	22	8	can	can	AUX
fcis-13814	22	9	store	store	VERB
fcis-13814	22	10	pathological	pathological	ADJ
fcis-13814	22	11	and	and	CCONJ
fcis-13814	22	12	physiological	physiological	ADJ
fcis-13814	22	13	mechanism	mechanism	NOUN
fcis-13814	22	14	description	description	NOUN
fcis-13814	22	15	models	model	NOUN
fcis-13814	22	16	and	and	CCONJ
fcis-13814	22	17	medical	medical	ADJ
fcis-13814	22	18	knowledge	knowledge	NOUN
fcis-13814	22	19	of	of	ADP
fcis-13814	22	20	expert	expert	NOUN
fcis-13814	22	21	doctors	doctor	NOUN
fcis-13814	22	22	is	be	AUX
fcis-13814	22	23	the	the	DET
fcis-13814	22	24	main	main	ADJ
fcis-13814	22	25	foundation	foundation	NOUN
fcis-13814	22	26	of	of	ADP
fcis-13814	22	27	intelligent	intelligent	ADJ
fcis-13814	22	28	diagnostic	diagnostic	ADJ
fcis-13814	22	29	system	system	NOUN
fcis-13814	22	30	.	.	PUNCT
fcis-13814	23	1	the	the	DET
fcis-13814	23	2	system	system	NOUN
fcis-13814	23	3	can	can	AUX
fcis-13814	23	4	analyze	analyze	VERB
fcis-13814	23	5	and	and	CCONJ
fcis-13814	23	6	infer	infer	VERB
fcis-13814	23	7	based	base	VERB
fcis-13814	23	8	on	on	ADP
fcis-13814	23	9	the	the	DET
fcis-13814	23	10	clinical	clinical	ADJ
fcis-13814	23	11	symptoms	symptom	NOUN
fcis-13814	23	12	of	of	ADP
fcis-13814	23	13	patients	patient	NOUN
fcis-13814	23	14	combined	combine	VERB
fcis-13814	23	15	with	with	ADP
fcis-13814	23	16	the	the	DET
fcis-13814	23	17	symptoms	symptom	NOUN
fcis-13814	23	18	in	in	ADP
fcis-13814	23	19	the	the	DET
fcis-13814	23	20	medical	medical	ADJ
fcis-13814	23	21	knowledge	knowledge	NOUN
fcis-13814	23	22	base	base	NOUN
fcis-13814	23	23	,	,	PUNCT
fcis-13814	23	24	and	and	CCONJ
fcis-13814	23	25	provide	provide	VERB
fcis-13814	23	26	preliminary	preliminary	ADJ
fcis-13814	23	27	diagnosis	diagnosis	NOUN
fcis-13814	23	28	and	and	CCONJ
fcis-13814	23	29	treatment	treatment	NOUN
fcis-13814	23	30	opinions	opinion	NOUN
fcis-13814	23	31	.	.	PUNCT
fcis-13814	24	1	the	the	DET
fcis-13814	24	2	intelligent	intelligent	ADJ
fcis-13814	24	3	diagnostic	diagnostic	ADJ
fcis-13814	24	4	system	system	NOUN
fcis-13814	24	5	is	be	AUX
fcis-13814	24	6	composed	compose	VERB
fcis-13814	24	7	of	of	ADP
fcis-13814	24	8	a	a	DET
fcis-13814	24	9	knowledge	knowledge	NOUN
fcis-13814	24	10	base	base	NOUN
fcis-13814	24	11	,	,	PUNCT
fcis-13814	24	12	inference	inference	NOUN
fcis-13814	24	13	,	,	PUNCT
fcis-13814	24	14	and	and	CCONJ
fcis-13814	24	15	algorithms	algorithm	NOUN
fcis-13814	24	16	.	.	PUNCT
fcis-13814	25	1	there	there	PRON
fcis-13814	25	2	are	be	VERB
fcis-13814	25	3	a	a	DET
fcis-13814	25	4	large	large	ADJ
fcis-13814	25	5	number	number	NOUN
fcis-13814	25	6	of	of	ADP
fcis-13814	25	7	unstructured	unstructured	ADJ
fcis-13814	25	8	or	or	CCONJ
fcis-13814	25	9	semi	semi	ADJ
fcis-13814	25	10	-	-	ADJ
fcis-13814	25	11	structured	structured	ADJ
fcis-13814	25	12	factors	factor	NOUN
fcis-13814	25	13	between	between	ADP
fcis-13814	25	14	medical	medical	ADJ
fcis-13814	25	15	disease	disease	NOUN
fcis-13814	25	16	diagnosis	diagnosis	NOUN
fcis-13814	25	17	and	and	CCONJ
fcis-13814	25	18	clinical	clinical	ADJ
fcis-13814	25	19	symptom	symptom	NOUN
fcis-13814	25	20	manifestations	manifestation	NOUN
fcis-13814	25	21	.	.	PUNCT
fcis-13814	26	1	the	the	DET
fcis-13814	26	2	use	use	NOUN
fcis-13814	26	3	of	of	ADP
fcis-13814	26	4	conventional	conventional	ADJ
fcis-13814	26	5	diagnosis	diagnosis	NOUN
fcis-13814	26	6	systems	system	NOUN
fcis-13814	26	7	requires	require	VERB
fcis-13814	26	8	the	the	DET
fcis-13814	26	9	professional	professional	ADJ
fcis-13814	26	10	knowledge	knowledge	NOUN
fcis-13814	26	11	of	of	ADP
fcis-13814	26	12	doctors	doctor	NOUN
fcis-13814	26	13	to	to	PART
fcis-13814	26	14	make	make	VERB
fcis-13814	26	15	manual	manual	ADJ
fcis-13814	26	16	judgments	judgment	NOUN
fcis-13814	26	17	to	to	PART
fcis-13814	26	18	determine	determine	VERB
fcis-13814	26	19	patient	patient	ADJ
fcis-13814	26	20	diagnosis	diagnosis	NOUN
fcis-13814	26	21	and	and	CCONJ
fcis-13814	26	22	treatment	treatment	NOUN
fcis-13814	26	23	plans	plan	NOUN
fcis-13814	26	24	,	,	PUNCT
fcis-13814	26	25	while	while	SCONJ
fcis-13814	26	26	the	the	DET
fcis-13814	26	27	intelligent	intelligent	ADJ
fcis-13814	26	28	diagnostic	diagnostic	ADJ
fcis-13814	26	29	system	system	NOUN
fcis-13814	26	30	only	only	ADV
fcis-13814	26	31	requires	require	VERB
fcis-13814	26	32	logical	logical	ADJ
fcis-13814	26	33	inference	inference	NOUN
fcis-13814	26	34	through	through	ADP
fcis-13814	26	35	algorithms	algorithm	NOUN
fcis-13814	26	36	,	,	PUNCT
fcis-13814	26	37	by	by	ADP
fcis-13814	26	38	fully	fully	ADV
fcis-13814	26	39	utilizing	utilize	VERB
fcis-13814	26	40	medical	medical	ADJ
fcis-13814	26	41	knowledge	knowledge	NOUN
fcis-13814	26	42	base	base	NOUN
fcis-13814	26	43	and	and	CCONJ
fcis-13814	26	44	inference	inference	NOUN
fcis-13814	26	45	technology	technology	NOUN
fcis-13814	26	46	,	,	PUNCT
fcis-13814	26	47	misdiagnosis	misdiagnosis	NOUN
fcis-13814	26	48	caused	cause	VERB
fcis-13814	26	49	by	by	ADP
fcis-13814	26	50	doctors	doctor	NOUN
fcis-13814	26	51	'	'	PART
fcis-13814	26	52	experience	experience	NOUN
fcis-13814	26	53	issues	issue	NOUN
fcis-13814	26	54	can	can	AUX
fcis-13814	26	55	be	be	AUX
fcis-13814	26	56	avoided	avoid	VERB
fcis-13814	26	57	and	and	CCONJ
fcis-13814	26	58	the	the	DET
fcis-13814	26	59	accuracy	accuracy	NOUN
fcis-13814	26	60	of	of	ADP
fcis-13814	26	61	diagnosis	diagnosis	NOUN
fcis-13814	26	62	can	can	AUX
fcis-13814	26	63	be	be	AUX
fcis-13814	26	64	improved	improve	VERB
fcis-13814	26	65	.	.	PUNCT
fcis-13814	27	1	3	3	X
fcis-13814	27	2	.	.	X
fcis-13814	27	3	architecture	architecture	NOUN
fcis-13814	27	4	generally	generally	ADV
fcis-13814	27	5	,	,	PUNCT
fcis-13814	27	6	the	the	DET
fcis-13814	27	7	architecture	architecture	NOUN
fcis-13814	27	8	of	of	ADP
fcis-13814	27	9	a	a	DET
fcis-13814	27	10	modern	modern	ADJ
fcis-13814	27	11	intelligent	intelligent	ADJ
fcis-13814	27	12	diagnostic	diagnostic	ADJ
fcis-13814	27	13	system	system	NOUN
fcis-13814	27	14	include	include	VERB
fcis-13814	27	15	five	five	NUM
fcis-13814	27	16	basic	basic	ADJ
fcis-13814	27	17	modules[5	modules[5	NOUN
fcis-13814	27	18	]	]	PUNCT
fcis-13814	27	19	.	.	NOUN
fcis-13814	28	1	1	1	X
fcis-13814	28	2	)	)	PUNCT
fcis-13814	28	3	medical	medical	ADJ
fcis-13814	28	4	knowledge	knowledge	NOUN
fcis-13814	28	5	base	base	NOUN
fcis-13814	28	6	:	:	PUNCT
fcis-13814	28	7	used	use	VERB
fcis-13814	28	8	to	to	PART
fcis-13814	28	9	store	store	VERB
fcis-13814	28	10	and	and	CCONJ
fcis-13814	28	11	manage	manage	VERB
fcis-13814	28	12	pathological	pathological	ADJ
fcis-13814	28	13	and	and	CCONJ
fcis-13814	28	14	physiological	physiological	ADJ
fcis-13814	28	15	institution	institution	NOUN
fcis-13814	28	16	description	description	NOUN
fcis-13814	28	17	models	model	NOUN
fcis-13814	28	18	and	and	CCONJ
fcis-13814	28	19	medical	medical	ADJ
fcis-13814	28	20	9	9	NUM
fcis-13814	28	21	knowledge	knowledge	NOUN
fcis-13814	28	22	of	of	ADP
fcis-13814	28	23	expert	expert	NOUN
fcis-13814	28	24	doctors	doctor	NOUN
fcis-13814	28	25	,	,	PUNCT
fcis-13814	28	26	which	which	PRON
fcis-13814	28	27	includes	include	VERB
fcis-13814	28	28	authoritative	authoritative	ADJ
fcis-13814	28	29	medical	medical	ADJ
fcis-13814	28	30	textbook	textbook	NOUN
fcis-13814	28	31	knowledge	knowledge	NOUN
fcis-13814	28	32	,	,	PUNCT
fcis-13814	28	33	common	common	ADJ
fcis-13814	28	34	sense	sense	NOUN
fcis-13814	28	35	medical	medical	ADJ
fcis-13814	28	36	knowledge	knowledge	NOUN
fcis-13814	28	37	,	,	PUNCT
fcis-13814	28	38	and	and	CCONJ
fcis-13814	28	39	empirical	empirical	ADJ
fcis-13814	28	40	knowledge	knowledge	NOUN
fcis-13814	28	41	of	of	ADP
fcis-13814	28	42	medical	medical	ADJ
fcis-13814	28	43	experts	expert	NOUN
fcis-13814	28	44	.	.	PUNCT
fcis-13814	29	1	the	the	DET
fcis-13814	29	2	quantity	quantity	NOUN
fcis-13814	29	3	and	and	CCONJ
fcis-13814	29	4	quality	quality	NOUN
fcis-13814	29	5	of	of	ADP
fcis-13814	29	6	medical	medical	ADJ
fcis-13814	29	7	knowledge	knowledge	NOUN
fcis-13814	29	8	in	in	ADP
fcis-13814	29	9	the	the	DET
fcis-13814	29	10	knowledge	knowledge	NOUN
fcis-13814	29	11	base	base	NOUN
fcis-13814	29	12	are	be	AUX
fcis-13814	29	13	the	the	DET
fcis-13814	29	14	core	core	ADJ
fcis-13814	29	15	factors	factor	NOUN
fcis-13814	29	16	for	for	ADP
fcis-13814	29	17	evaluating	evaluate	VERB
fcis-13814	29	18	the	the	DET
fcis-13814	29	19	performance	performance	NOUN
fcis-13814	29	20	and	and	CCONJ
fcis-13814	29	21	problem	problem	NOUN
fcis-13814	29	22	-	-	PUNCT
fcis-13814	29	23	solving	solve	VERB
fcis-13814	29	24	ability	ability	NOUN
fcis-13814	29	25	of	of	ADP
fcis-13814	29	26	intelligent	intelligent	ADJ
fcis-13814	29	27	consultation	consultation	NOUN
fcis-13814	29	28	systems	system	NOUN
fcis-13814	29	29	.	.	PUNCT
fcis-13814	30	1	2)database	2)database	NUM
fcis-13814	30	2	:	:	PUNCT
fcis-13814	30	3	used	use	VERB
fcis-13814	30	4	for	for	ADP
fcis-13814	30	5	store	store	NOUN
fcis-13814	30	6	raw	raw	ADJ
fcis-13814	30	7	data	datum	NOUN
fcis-13814	30	8	,	,	PUNCT
fcis-13814	30	9	factual	factual	ADJ
fcis-13814	30	10	data	datum	NOUN
fcis-13814	30	11	,	,	PUNCT
fcis-13814	30	12	and	and	CCONJ
fcis-13814	30	13	inference	inference	NOUN
fcis-13814	30	14	results	result	NOUN
fcis-13814	30	15	in	in	ADP
fcis-13814	30	16	the	the	DET
fcis-13814	30	17	medical	medical	ADJ
fcis-13814	30	18	field	field	NOUN
fcis-13814	30	19	.	.	PUNCT
fcis-13814	31	1	3)knowledge	3)knowledge	NUM
fcis-13814	31	2	acquisition	acquisition	NOUN
fcis-13814	31	3	module	module	NOUN
fcis-13814	31	4	:	:	PUNCT
fcis-13814	31	5	it	it	PRON
fcis-13814	31	6	is	be	AUX
fcis-13814	31	7	a	a	DET
fcis-13814	31	8	medical	medical	ADJ
fcis-13814	31	9	knowledge	knowledge	NOUN
fcis-13814	31	10	base	base	NOUN
fcis-13814	31	11	used	use	VERB
fcis-13814	31	12	for	for	ADP
fcis-13814	31	13	obtain	obtain	VERB
fcis-13814	31	14	,	,	PUNCT
fcis-13814	31	15	modify	modify	VERB
fcis-13814	31	16	,	,	PUNCT
fcis-13814	31	17	expand	expand	VERB
fcis-13814	31	18	,	,	PUNCT
fcis-13814	31	19	improve	improve	VERB
fcis-13814	31	20	,	,	PUNCT
fcis-13814	31	21	and	and	CCONJ
fcis-13814	31	22	maintain	maintain	VERB
fcis-13814	31	23	medical	medical	ADJ
fcis-13814	31	24	knowledge	knowledge	NOUN
fcis-13814	31	25	from	from	ADP
fcis-13814	31	26	medical	medical	ADJ
fcis-13814	31	27	experts	expert	NOUN
fcis-13814	31	28	.	.	PUNCT
fcis-13814	32	1	4)inference	4)inference	NUM
fcis-13814	32	2	machine	machine	NOUN
fcis-13814	32	3	module	module	NOUN
fcis-13814	32	4	:	:	PUNCT
fcis-13814	32	5	based	base	VERB
fcis-13814	32	6	on	on	ADP
fcis-13814	32	7	the	the	DET
fcis-13814	32	8	treatment	treatment	NOUN
fcis-13814	32	9	needs	need	NOUN
fcis-13814	32	10	of	of	ADP
fcis-13814	32	11	patients	patient	NOUN
fcis-13814	32	12	'	'	PART
fcis-13814	32	13	clinical	clinical	ADJ
fcis-13814	32	14	symptoms	symptom	NOUN
fcis-13814	32	15	and	and	CCONJ
fcis-13814	32	16	the	the	DET
fcis-13814	32	17	raw	raw	ADJ
fcis-13814	32	18	data	datum	NOUN
fcis-13814	32	19	in	in	ADP
fcis-13814	32	20	the	the	DET
fcis-13814	32	21	medical	medical	ADJ
fcis-13814	32	22	knowledge	knowledge	NOUN
fcis-13814	32	23	base	base	NOUN
fcis-13814	32	24	,	,	PUNCT
fcis-13814	32	25	algorithms	algorithm	NOUN
fcis-13814	32	26	are	be	AUX
fcis-13814	32	27	utilized	utilize	VERB
fcis-13814	32	28	to	to	PART
fcis-13814	32	29	match	match	VERB
fcis-13814	32	30	the	the	DET
fcis-13814	32	31	symptoms	symptom	NOUN
fcis-13814	32	32	of	of	ADP
fcis-13814	32	33	the	the	DET
fcis-13814	32	34	medical	medical	ADJ
fcis-13814	32	35	knowledge	knowledge	NOUN
fcis-13814	32	36	base	base	NOUN
fcis-13814	32	37	and	and	CCONJ
fcis-13814	32	38	perform	perform	VERB
fcis-13814	32	39	inference	inference	NOUN
fcis-13814	32	40	to	to	PART
fcis-13814	32	41	confirm	confirm	VERB
fcis-13814	32	42	the	the	DET
fcis-13814	32	43	diagnosis	diagnosis	NOUN
fcis-13814	32	44	of	of	ADP
fcis-13814	32	45	patients	patient	NOUN
fcis-13814	32	46	'	'	PART
fcis-13814	32	47	clinical	clinical	ADJ
fcis-13814	32	48	symptoms	symptom	NOUN
fcis-13814	32	49	.	.	PUNCT
fcis-13814	33	1	as	as	SCONJ
fcis-13814	33	2	the	the	DET
fcis-13814	33	3	knowledge	knowledge	NOUN
fcis-13814	33	4	in	in	ADP
fcis-13814	33	5	the	the	DET
fcis-13814	33	6	medical	medical	ADJ
fcis-13814	33	7	knowledge	knowledge	NOUN
fcis-13814	33	8	base	base	NOUN
fcis-13814	33	9	often	often	ADV
fcis-13814	33	10	can	can	AUX
fcis-13814	33	11	not	not	PART
fcis-13814	33	12	fully	fully	ADV
fcis-13814	33	13	cover	cover	VERB
fcis-13814	33	14	all	all	DET
fcis-13814	33	15	clinical	clinical	ADJ
fcis-13814	33	16	symptoms	symptom	NOUN
fcis-13814	33	17	,	,	PUNCT
fcis-13814	33	18	it	it	PRON
fcis-13814	33	19	is	be	AUX
fcis-13814	33	20	necessary	necessary	ADJ
fcis-13814	33	21	to	to	PART
fcis-13814	33	22	coordinate	coordinate	VERB
fcis-13814	33	23	and	and	CCONJ
fcis-13814	33	24	control	control	VERB
fcis-13814	33	25	the	the	DET
fcis-13814	33	26	operation	operation	NOUN
fcis-13814	33	27	of	of	ADP
fcis-13814	33	28	the	the	DET
fcis-13814	33	29	entire	entire	ADJ
fcis-13814	33	30	system	system	NOUN
fcis-13814	33	31	for	for	ADP
fcis-13814	33	32	preliminary	preliminary	ADJ
fcis-13814	33	33	inference	inference	NOUN
fcis-13814	33	34	.	.	PUNCT
fcis-13814	34	1	5)explanation	5)explanation	NUM
fcis-13814	34	2	and	and	CCONJ
fcis-13814	34	3	input	input	NOUN
fcis-13814	34	4	output	output	NOUN
fcis-13814	34	5	interface	interface	NOUN
fcis-13814	34	6	:	:	PUNCT
fcis-13814	34	7	it	it	PRON
fcis-13814	34	8	is	be	AUX
fcis-13814	34	9	a	a	DET
fcis-13814	34	10	humancomputer	humancomputer	NOUN
fcis-13814	34	11	interaction	interaction	NOUN
fcis-13814	34	12	interface	interface	NOUN
fcis-13814	34	13	that	that	PRON
fcis-13814	34	14	provides	provide	VERB
fcis-13814	34	15	explanations	explanation	NOUN
fcis-13814	34	16	of	of	ADP
fcis-13814	34	17	the	the	DET
fcis-13814	34	18	reasoning	reasoning	NOUN
fcis-13814	34	19	basis	basis	NOUN
fcis-13814	34	20	and	and	CCONJ
fcis-13814	34	21	route	route	NOUN
fcis-13814	34	22	when	when	SCONJ
fcis-13814	34	23	necessary	necessary	ADJ
fcis-13814	34	24	,	,	PUNCT
fcis-13814	34	25	providing	provide	VERB
fcis-13814	34	26	convenience	convenience	NOUN
fcis-13814	34	27	for	for	SCONJ
fcis-13814	34	28	doctors	doctor	NOUN
fcis-13814	34	29	to	to	PART
fcis-13814	34	30	understand	understand	VERB
fcis-13814	34	31	the	the	DET
fcis-13814	34	32	reasoning	reasoning	NOUN
fcis-13814	34	33	process	process	NOUN
fcis-13814	34	34	and	and	CCONJ
fcis-13814	34	35	maintain	maintain	VERB
fcis-13814	34	36	knowledge	knowledge	NOUN
fcis-13814	34	37	bases	basis	NOUN
fcis-13814	34	38	and	and	CCONJ
fcis-13814	34	39	other	other	ADJ
fcis-13814	34	40	systems	system	NOUN
fcis-13814	34	41	.	.	PUNCT
fcis-13814	35	1	figure	figure	NOUN
fcis-13814	35	2	1	1	NUM
fcis-13814	35	3	is	be	AUX
fcis-13814	35	4	a	a	DET
fcis-13814	35	5	schematic	schematic	ADJ
fcis-13814	35	6	diagram	diagram	NOUN
fcis-13814	35	7	of	of	ADP
fcis-13814	35	8	an	an	DET
fcis-13814	35	9	artificial	artificial	ADJ
fcis-13814	35	10	intelligence	intelligence	NOUN
fcis-13814	35	11	medical	medical	ADJ
fcis-13814	35	12	diagnosis	diagnosis	NOUN
fcis-13814	35	13	system	system	NOUN
fcis-13814	35	14	.	.	PUNCT
fcis-13814	36	1	fig	fig	NOUN
fcis-13814	36	2	1	1	NUM
fcis-13814	36	3	.	.	PUNCT
fcis-13814	37	1	schematic	schematic	ADJ
fcis-13814	37	2	diagram	diagram	NOUN
fcis-13814	37	3	of	of	ADP
fcis-13814	37	4	an	an	DET
fcis-13814	37	5	artificial	artificial	ADJ
fcis-13814	37	6	intelligence	intelligence	NOUN
fcis-13814	37	7	medical	medical	ADJ
fcis-13814	37	8	diagnosis	diagnosis	NOUN
fcis-13814	37	9	system	system	NOUN
fcis-13814	37	10	as	as	SCONJ
fcis-13814	37	11	shown	show	VERB
fcis-13814	37	12	in	in	ADP
fcis-13814	37	13	the	the	DET
fcis-13814	37	14	figure	figure	NOUN
fcis-13814	37	15	,	,	PUNCT
fcis-13814	37	16	the	the	DET
fcis-13814	37	17	system	system	NOUN
fcis-13814	37	18	is	be	AUX
fcis-13814	37	19	composed	compose	VERB
fcis-13814	37	20	of	of	ADP
fcis-13814	37	21	a	a	DET
fcis-13814	37	22	knowledge	knowledge	NOUN
fcis-13814	37	23	base	base	NOUN
fcis-13814	37	24	and	and	CCONJ
fcis-13814	37	25	inference	inference	NOUN
fcis-13814	37	26	control	control	NOUN
fcis-13814	37	27	separately	separately	ADV
fcis-13814	37	28	,	,	PUNCT
fcis-13814	37	29	which	which	PRON
fcis-13814	37	30	in	in	ADP
fcis-13814	37	31	turn	turn	NOUN
fcis-13814	37	32	consists	consist	VERB
fcis-13814	37	33	of	of	ADP
fcis-13814	37	34	disease	disease	NOUN
fcis-13814	37	35	description	description	NOUN
fcis-13814	37	36	knowledge	knowledge	NOUN
fcis-13814	37	37	and	and	CCONJ
fcis-13814	37	38	standard	standard	ADJ
fcis-13814	37	39	knowledge	knowledge	NOUN
fcis-13814	37	40	.	.	PUNCT
fcis-13814	38	1	description	description	NOUN
fcis-13814	38	2	knowledge	knowledge	NOUN
fcis-13814	38	3	describes	describe	VERB
fcis-13814	38	4	the	the	DET
fcis-13814	38	5	disease	disease	NOUN
fcis-13814	38	6	process	process	NOUN
fcis-13814	38	7	and	and	CCONJ
fcis-13814	38	8	patient	patient	NOUN
fcis-13814	38	9	's	's	PART
fcis-13814	38	10	disease	disease	NOUN
fcis-13814	38	11	data	data	NOUN
fcis-13814	38	12	structure	structure	NOUN
fcis-13814	38	13	as	as	ADP
fcis-13814	38	14	a	a	DET
fcis-13814	38	15	structured	structured	ADJ
fcis-13814	38	16	way	way	NOUN
fcis-13814	38	17	to	to	PART
fcis-13814	38	18	store	store	VERB
fcis-13814	38	19	relevant	relevant	ADJ
fcis-13814	38	20	information	information	NOUN
fcis-13814	38	21	.	.	PUNCT
fcis-13814	39	1	standard	standard	ADJ
fcis-13814	39	2	knowledge	knowledge	NOUN
fcis-13814	39	3	refers	refer	VERB
fcis-13814	39	4	to	to	ADP
fcis-13814	39	5	the	the	DET
fcis-13814	39	6	decision	decision	NOUN
fcis-13814	39	7	inference	inference	NOUN
fcis-13814	39	8	rules	rule	NOUN
fcis-13814	39	9	or	or	CCONJ
fcis-13814	39	10	logical	logical	ADJ
fcis-13814	39	11	constraints	constraint	NOUN
fcis-13814	39	12	used	use	VERB
fcis-13814	39	13	for	for	ADP
fcis-13814	39	14	semantic	semantic	ADJ
fcis-13814	39	15	network	network	NOUN
fcis-13814	39	16	nodes	node	NOUN
fcis-13814	39	17	or	or	CCONJ
fcis-13814	39	18	framework	framework	NOUN
fcis-13814	39	19	structures	structure	NOUN
fcis-13814	39	20	,	,	PUNCT
fcis-13814	39	21	thus	thus	ADV
fcis-13814	39	22	,	,	PUNCT
fcis-13814	39	23	data	datum	NOUN
fcis-13814	39	24	can	can	AUX
fcis-13814	39	25	be	be	AUX
fcis-13814	39	26	effectively	effectively	ADV
fcis-13814	39	27	inferred	infer	VERB
fcis-13814	39	28	and	and	CCONJ
fcis-13814	39	29	interpreted	interpret	VERB
fcis-13814	39	30	.	.	PUNCT
fcis-13814	40	1	inference	inference	NOUN
fcis-13814	40	2	and	and	CCONJ
fcis-13814	40	3	control	control	NOUN
fcis-13814	40	4	strategies	strategy	NOUN
fcis-13814	40	5	are	be	AUX
fcis-13814	40	6	referred	refer	VERB
fcis-13814	40	7	to	to	ADP
fcis-13814	40	8	as	as	SCONJ
fcis-13814	40	9	"	"	PUNCT
fcis-13814	40	10	inference	inference	NOUN
fcis-13814	40	11	machines	machine	NOUN
fcis-13814	40	12	"	"	PUNCT
fcis-13814	40	13	,	,	PUNCT
fcis-13814	40	14	which	which	PRON
fcis-13814	40	15	generate	generate	VERB
fcis-13814	40	16	and	and	CCONJ
fcis-13814	40	17	manage	manage	VERB
fcis-13814	40	18	possible	possible	ADJ
fcis-13814	40	19	hypotheses	hypothesis	NOUN
fcis-13814	40	20	during	during	ADP
fcis-13814	40	21	the	the	DET
fcis-13814	40	22	inference	inference	NOUN
fcis-13814	40	23	process	process	NOUN
fcis-13814	40	24	,	,	PUNCT
fcis-13814	40	25	used	use	VERB
fcis-13814	40	26	to	to	PART
fcis-13814	40	27	infer	infer	VERB
fcis-13814	40	28	and	and	CCONJ
fcis-13814	40	29	interpret	interpret	VERB
fcis-13814	40	30	information	information	NOUN
fcis-13814	40	31	.	.	PUNCT
fcis-13814	41	1	by	by	ADP
fcis-13814	41	2	comparing	compare	VERB
fcis-13814	41	3	input	input	NOUN
fcis-13814	41	4	data	datum	NOUN
fcis-13814	41	5	with	with	ADP
fcis-13814	41	6	predefined	predefine	VERB
fcis-13814	41	7	patterns	pattern	NOUN
fcis-13814	41	8	or	or	CCONJ
fcis-13814	41	9	rules	rule	NOUN
fcis-13814	41	10	,	,	PUNCT
fcis-13814	41	11	potential	potential	ADJ
fcis-13814	41	12	associations	association	NOUN
fcis-13814	41	13	and	and	CCONJ
fcis-13814	41	14	rules	rule	NOUN
fcis-13814	41	15	are	be	AUX
fcis-13814	41	16	discovered	discover	VERB
fcis-13814	41	17	.	.	PUNCT
fcis-13814	42	1	the	the	DET
fcis-13814	42	2	system	system	NOUN
fcis-13814	42	3	continuously	continuously	ADV
fcis-13814	42	4	scans	scan	VERB
fcis-13814	42	5	and	and	CCONJ
fcis-13814	42	6	updates	update	VERB
fcis-13814	42	7	input	input	NOUN
fcis-13814	42	8	data	datum	NOUN
fcis-13814	42	9	to	to	PART
fcis-13814	42	10	capture	capture	VERB
fcis-13814	42	11	new	new	ADJ
fcis-13814	42	12	information	information	NOUN
fcis-13814	42	13	and	and	CCONJ
fcis-13814	42	14	changes	change	NOUN
fcis-13814	42	15	.	.	PUNCT
fcis-13814	43	1	in	in	ADP
fcis-13814	43	2	the	the	DET
fcis-13814	43	3	above	above	ADJ
fcis-13814	43	4	figure	figure	NOUN
fcis-13814	43	5	,	,	PUNCT
fcis-13814	43	6	after	after	ADP
fcis-13814	43	7	preliminary	preliminary	ADJ
fcis-13814	43	8	analysis	analysis	NOUN
fcis-13814	43	9	of	of	ADP
fcis-13814	43	10	the	the	DET
fcis-13814	43	11	patient	patient	NOUN
fcis-13814	43	12	's	's	PART
fcis-13814	43	13	symptoms	symptom	NOUN
fcis-13814	43	14	,	,	PUNCT
fcis-13814	43	15	the	the	DET
fcis-13814	43	16	system	system	NOUN
fcis-13814	43	17	can	can	AUX
fcis-13814	43	18	provide	provide	VERB
fcis-13814	43	19	some	some	DET
fcis-13814	43	20	preliminary	preliminary	ADJ
fcis-13814	43	21	explanations	explanation	NOUN
fcis-13814	43	22	about	about	ADP
fcis-13814	43	23	possible	possible	ADJ
fcis-13814	43	24	diseases	disease	NOUN
fcis-13814	43	25	or	or	CCONJ
fcis-13814	43	26	diagnoses	diagnosis	NOUN
fcis-13814	43	27	.	.	PUNCT
fcis-13814	44	1	then	then	ADV
fcis-13814	44	2	,	,	PUNCT
fcis-13814	44	3	the	the	DET
fcis-13814	44	4	system	system	NOUN
fcis-13814	44	5	compares	compare	VERB
fcis-13814	44	6	these	these	DET
fcis-13814	44	7	preliminary	preliminary	ADJ
fcis-13814	44	8	explanations	explanation	NOUN
fcis-13814	44	9	with	with	ADP
fcis-13814	44	10	the	the	DET
fcis-13814	44	11	knowledge	knowledge	NOUN
fcis-13814	44	12	base	base	NOUN
fcis-13814	44	13	we	we	PRON
fcis-13814	44	14	have	have	VERB
fcis-13814	44	15	to	to	PART
fcis-13814	44	16	obtain	obtain	VERB
fcis-13814	44	17	more	more	ADV
fcis-13814	44	18	accurate	accurate	ADJ
fcis-13814	44	19	explanations	explanation	NOUN
fcis-13814	44	20	,	,	PUNCT
fcis-13814	44	21	summarize	summarize	VERB
fcis-13814	44	22	conclusions	conclusion	NOUN
fcis-13814	44	23	about	about	ADP
fcis-13814	44	24	the	the	DET
fcis-13814	44	25	patient	patient	NOUN
fcis-13814	44	26	's	's	PART
fcis-13814	44	27	disease	disease	NOUN
fcis-13814	44	28	situation	situation	NOUN
fcis-13814	44	29	,	,	PUNCT
fcis-13814	44	30	and	and	CCONJ
fcis-13814	44	31	provide	provide	VERB
fcis-13814	44	32	relevant	relevant	ADJ
fcis-13814	44	33	treatment	treatment	NOUN
fcis-13814	44	34	suggestions	suggestion	NOUN
fcis-13814	44	35	.	.	PUNCT
fcis-13814	45	1	4	4	X
fcis-13814	45	2	.	.	X
fcis-13814	45	3	basic	basic	ADJ
fcis-13814	45	4	technologies	technology	NOUN
fcis-13814	45	5	and	and	CCONJ
fcis-13814	45	6	methods	method	NOUN
fcis-13814	45	7	as	as	ADP
fcis-13814	45	8	an	an	DET
fcis-13814	45	9	important	important	ADJ
fcis-13814	45	10	scenario	scenario	NOUN
fcis-13814	45	11	in	in	ADP
fcis-13814	45	12	smart	smart	ADJ
fcis-13814	45	13	healthcare	healthcare	NOUN
fcis-13814	45	14	,	,	PUNCT
fcis-13814	45	15	the	the	DET
fcis-13814	45	16	technology	technology	NOUN
fcis-13814	45	17	of	of	ADP
fcis-13814	45	18	artificial	artificial	ADJ
fcis-13814	45	19	intelligence	intelligence	NOUN
fcis-13814	45	20	has	have	AUX
fcis-13814	45	21	developed	develop	VERB
fcis-13814	45	22	quickly	quickly	ADV
fcis-13814	45	23	.	.	PUNCT
fcis-13814	46	1	currently	currently	ADV
fcis-13814	46	2	,	,	PUNCT
fcis-13814	46	3	the	the	DET
fcis-13814	46	4	core	core	NOUN
fcis-13814	46	5	technology	technology	NOUN
fcis-13814	46	6	of	of	ADP
fcis-13814	46	7	the	the	DET
fcis-13814	46	8	latest	late	ADJ
fcis-13814	46	9	ai	ai	VERB
fcis-13814	46	10	intelligent	intelligent	ADJ
fcis-13814	46	11	diagnostic	diagnostic	ADJ
fcis-13814	46	12	system	system	NOUN
fcis-13814	46	13	include	include	VERB
fcis-13814	46	14	medical	medical	ADJ
fcis-13814	46	15	dialogue	dialogue	NOUN
fcis-13814	46	16	diagnosis	diagnosis	NOUN
fcis-13814	46	17	technology	technology	NOUN
fcis-13814	46	18	,	,	PUNCT
fcis-13814	46	19	medical	medical	ADJ
fcis-13814	46	20	knowledge	knowledge	NOUN
fcis-13814	46	21	graph	graph	NOUN
fcis-13814	46	22	technology	technology	NOUN
fcis-13814	46	23	,	,	PUNCT
fcis-13814	46	24	"	"	PUNCT
fcis-13814	46	25	inference	inference	NOUN
fcis-13814	46	26	machine	machine	NOUN
fcis-13814	46	27	"	"	PUNCT
fcis-13814	46	28	technology	technology	NOUN
fcis-13814	46	29	,	,	PUNCT
fcis-13814	46	30	disease	disease	NOUN
fcis-13814	46	31	diagnosis	diagnosis	NOUN
fcis-13814	46	32	algorithm	algorithm	NOUN
fcis-13814	46	33	,	,	PUNCT
fcis-13814	46	34	symptom	symptom	NOUN
fcis-13814	46	35	screening	screen	VERB
fcis-13814	46	36	algorithm	algorithm	NOUN
fcis-13814	46	37	,	,	PUNCT
fcis-13814	46	38	and	and	CCONJ
fcis-13814	46	39	naive	naive	ADJ
fcis-13814	46	40	bayesian	bayesian	NOUN
fcis-13814	46	41	classification	classification	NOUN
fcis-13814	46	42	.	.	PUNCT
fcis-13814	47	1	continuously	continuously	ADV
fcis-13814	47	2	improve	improve	VERB
fcis-13814	47	3	the	the	DET
fcis-13814	47	4	intelligent	intelligent	ADJ
fcis-13814	47	5	consultation	consultation	NOUN
fcis-13814	47	6	system	system	NOUN
fcis-13814	47	7	based	base	VERB
fcis-13814	47	8	on	on	ADP
fcis-13814	47	9	the	the	DET
fcis-13814	47	10	above	above	ADJ
fcis-13814	47	11	technologies	technology	NOUN
fcis-13814	47	12	combined	combine	VERB
fcis-13814	47	13	with	with	ADP
fcis-13814	47	14	ai	ai	PRON
fcis-13814	47	15	algorithms	algorithm	NOUN
fcis-13814	47	16	.	.	PUNCT
fcis-13814	48	1	4.1	4.1	NUM
fcis-13814	48	2	.	.	PUNCT
fcis-13814	48	3	medical	medical	ADJ
fcis-13814	48	4	dialogue	dialogue	NOUN
fcis-13814	48	5	diagnosis	diagnosis	NOUN
fcis-13814	48	6	technology	technology	NOUN
fcis-13814	48	7	medical	medical	ADJ
fcis-13814	48	8	dialogue	dialogue	NOUN
fcis-13814	48	9	diagnosis	diagnosis	NOUN
fcis-13814	48	10	technology	technology	NOUN
fcis-13814	48	11	is	be	AUX
fcis-13814	48	12	the	the	DET
fcis-13814	48	13	application	application	NOUN
fcis-13814	48	14	of	of	ADP
fcis-13814	48	15	task	task	NOUN
fcis-13814	48	16	-	-	PUNCT
fcis-13814	48	17	based	base	VERB
fcis-13814	48	18	dialogue	dialogue	NOUN
fcis-13814	48	19	technology	technology	NOUN
fcis-13814	48	20	in	in	ADP
fcis-13814	48	21	the	the	DET
fcis-13814	48	22	medical	medical	ADJ
fcis-13814	48	23	field	field	NOUN
fcis-13814	48	24	.	.	PUNCT
fcis-13814	49	1	it	it	PRON
fcis-13814	49	2	is	be	AUX
fcis-13814	49	3	a	a	DET
fcis-13814	49	4	medical	medical	ADJ
fcis-13814	49	5	dialogue	dialogue	NOUN
fcis-13814	49	6	system	system	NOUN
fcis-13814	49	7	based	base	VERB
fcis-13814	49	8	on	on	ADP
fcis-13814	49	9	natural	natural	ADJ
fcis-13814	49	10	language	language	NOUN
fcis-13814	49	11	processing	processing	NOUN
fcis-13814	49	12	,	,	PUNCT
fcis-13814	49	13	computer	computer	NOUN
fcis-13814	49	14	vision	vision	NOUN
fcis-13814	49	15	,	,	PUNCT
fcis-13814	49	16	and	and	CCONJ
fcis-13814	49	17	speech	speech	NOUN
fcis-13814	49	18	technology	technology	NOUN
fcis-13814	49	19	.	.	PUNCT
fcis-13814	50	1	the	the	DET
fcis-13814	50	2	subsystem	subsystem	NOUN
fcis-13814	50	3	defines	define	VERB
fcis-13814	50	4	replies	reply	NOUN
fcis-13814	50	5	in	in	ADP
fcis-13814	50	6	advance	advance	NOUN
fcis-13814	50	7	in	in	ADP
fcis-13814	50	8	the	the	DET
fcis-13814	50	9	system	system	NOUN
fcis-13814	50	10	,	,	PUNCT
fcis-13814	50	11	and	and	CCONJ
fcis-13814	50	12	the	the	DET
fcis-13814	50	13	dialogue	dialogue	NOUN
fcis-13814	50	14	system	system	NOUN
fcis-13814	50	15	uses	use	VERB
fcis-13814	50	16	methods	method	NOUN
fcis-13814	50	17	such	such	ADJ
fcis-13814	50	18	as	as	ADP
fcis-13814	50	19	rule	rule	NOUN
fcis-13814	50	20	engines	engine	NOUN
fcis-13814	50	21	,	,	PUNCT
fcis-13814	50	22	pattern	pattern	NOUN
fcis-13814	50	23	matching	matching	NOUN
fcis-13814	50	24	,	,	PUNCT
fcis-13814	50	25	or	or	CCONJ
fcis-13814	50	26	machine	machine	NOUN
fcis-13814	50	27	learning	learn	VERB
fcis-13814	50	28	classifiers	classifier	NOUN
fcis-13814	50	29	to	to	PART
fcis-13814	50	30	filter	filter	VERB
fcis-13814	50	31	out	out	ADP
fcis-13814	50	32	the	the	DET
fcis-13814	50	33	best	good	ADJ
fcis-13814	50	34	reply	reply	NOUN
fcis-13814	50	35	from	from	ADP
fcis-13814	50	36	the	the	DET
fcis-13814	50	37	knowledge	knowledge	NOUN
fcis-13814	50	38	base	base	NOUN
fcis-13814	50	39	and	and	CCONJ
fcis-13814	50	40	output	output	VERB
fcis-13814	50	41	it	it	PRON
fcis-13814	50	42	to	to	ADP
fcis-13814	50	43	the	the	DET
fcis-13814	50	44	user	user	NOUN
fcis-13814	50	45	during	during	ADP
fcis-13814	50	46	the	the	DET
fcis-13814	50	47	dialogue	dialogue	NOUN
fcis-13814	50	48	,	,	PUNCT
fcis-13814	50	49	it	it	PRON
fcis-13814	50	50	is	be	AUX
fcis-13814	50	51	equivalent	equivalent	ADJ
fcis-13814	50	52	to	to	ADP
fcis-13814	50	53	a	a	DET
fcis-13814	50	54	knowledge	knowledge	NOUN
fcis-13814	50	55	search	search	NOUN
fcis-13814	50	56	task	task	NOUN
fcis-13814	50	57	.	.	PUNCT
fcis-13814	51	1	the	the	DET
fcis-13814	51	2	implementation	implementation	NOUN
fcis-13814	51	3	of	of	ADP
fcis-13814	51	4	a	a	DET
fcis-13814	51	5	retrieval	retrieval	NOUN
fcis-13814	51	6	based	base	VERB
fcis-13814	51	7	dialogue	dialogue	NOUN
fcis-13814	51	8	system	system	NOUN
fcis-13814	51	9	requires	require	VERB
fcis-13814	51	10	the	the	DET
fcis-13814	51	11	preparation	preparation	NOUN
fcis-13814	51	12	of	of	ADP
fcis-13814	51	13	a	a	DET
fcis-13814	51	14	rich	rich	ADJ
fcis-13814	51	15	knowledge	knowledge	NOUN
fcis-13814	51	16	base	base	NOUN
fcis-13814	51	17	.	.	PUNCT
fcis-13814	52	1	after	after	ADP
fcis-13814	52	2	receiving	receive	VERB
fcis-13814	52	3	user	user	NOUN
fcis-13814	52	4	input	input	NOUN
fcis-13814	52	5	,	,	PUNCT
fcis-13814	52	6	the	the	DET
fcis-13814	52	7	system	system	NOUN
fcis-13814	52	8	retrieves	retrieve	VERB
fcis-13814	52	9	and	and	CCONJ
fcis-13814	52	10	selects	select	VERB
fcis-13814	52	11	the	the	DET
fcis-13814	52	12	answer	answer	NOUN
fcis-13814	52	13	content	content	NOUN
fcis-13814	52	14	from	from	ADP
fcis-13814	52	15	the	the	DET
fcis-13814	52	16	knowledge	knowledge	NOUN
fcis-13814	52	17	base	base	NOUN
fcis-13814	52	18	.	.	PUNCT
fcis-13814	53	1	due	due	ADP
fcis-13814	53	2	to	to	ADP
fcis-13814	53	3	the	the	DET
fcis-13814	53	4	predefined	predefine	VERB
fcis-13814	53	5	nature	nature	NOUN
fcis-13814	53	6	of	of	ADP
fcis-13814	53	7	responses	response	NOUN
fcis-13814	53	8	,	,	PUNCT
fcis-13814	53	9	the	the	DET
fcis-13814	53	10	advantage	advantage	NOUN
fcis-13814	53	11	of	of	ADP
fcis-13814	53	12	a	a	DET
fcis-13814	53	13	retrieval	retrieval	NOUN
fcis-13814	53	14	based	base	VERB
fcis-13814	53	15	question	question	NOUN
fcis-13814	53	16	answering	answering	NOUN
fcis-13814	53	17	system	system	NOUN
fcis-13814	53	18	is	be	AUX
fcis-13814	53	19	its	its	PRON
fcis-13814	53	20	high	high	ADJ
fcis-13814	53	21	quality	quality	NOUN
fcis-13814	53	22	of	of	ADP
fcis-13814	53	23	answers	answer	NOUN
fcis-13814	53	24	and	and	CCONJ
fcis-13814	53	25	smooth	smooth	ADJ
fcis-13814	53	26	and	and	CCONJ
fcis-13814	53	27	natural	natural	ADJ
fcis-13814	53	28	expression	expression	NOUN
fcis-13814	53	29	.	.	PUNCT
fcis-13814	54	1	however	however	ADV
fcis-13814	54	2	,	,	PUNCT
fcis-13814	54	3	due	due	ADP
fcis-13814	54	4	to	to	ADP
fcis-13814	54	5	the	the	DET
fcis-13814	54	6	fact	fact	NOUN
fcis-13814	54	7	that	that	SCONJ
fcis-13814	54	8	its	its	PRON
fcis-13814	54	9	answer	answer	NOUN
fcis-13814	54	10	content	content	NOUN
fcis-13814	54	11	is	be	AUX
fcis-13814	54	12	entirely	entirely	ADV
fcis-13814	54	13	based	base	VERB
fcis-13814	54	14	on	on	ADP
fcis-13814	54	15	the	the	DET
fcis-13814	54	16	knowledge	knowledge	NOUN
fcis-13814	54	17	base	base	NOUN
fcis-13814	54	18	,	,	PUNCT
fcis-13814	54	19	its	its	PRON
fcis-13814	54	20	disadvantage	disadvantage	NOUN
fcis-13814	54	21	is	be	AUX
fcis-13814	54	22	that	that	SCONJ
fcis-13814	54	23	it	it	PRON
fcis-13814	54	24	has	have	VERB
fcis-13814	54	25	high	high	ADJ
fcis-13814	54	26	requirements	requirement	NOUN
fcis-13814	54	27	for	for	ADP
fcis-13814	54	28	the	the	DET
fcis-13814	54	29	richness	richness	NOUN
fcis-13814	54	30	of	of	ADP
fcis-13814	54	31	the	the	DET
fcis-13814	54	32	knowledge	knowledge	NOUN
fcis-13814	54	33	base	base	NOUN
fcis-13814	54	34	.	.	PUNCT
fcis-13814	55	1	in	in	ADP
fcis-13814	55	2	addition	addition	NOUN
fcis-13814	55	3	,	,	PUNCT
fcis-13814	55	4	the	the	DET
fcis-13814	55	5	rules	rule	NOUN
fcis-13814	55	6	can	can	AUX
fcis-13814	55	7	not	not	PART
fcis-13814	55	8	be	be	AUX
fcis-13814	55	9	exhaustive	exhaustive	ADJ
fcis-13814	55	10	and	and	CCONJ
fcis-13814	55	11	are	be	AUX
fcis-13814	55	12	not	not	PART
fcis-13814	55	13	easy	easy	ADJ
fcis-13814	55	14	to	to	PART
fcis-13814	55	15	expand	expand	VERB
fcis-13814	55	16	,	,	PUNCT
fcis-13814	55	17	and	and	CCONJ
fcis-13814	55	18	do	do	AUX
fcis-13814	55	19	not	not	PART
fcis-13814	55	20	have	have	VERB
fcis-13814	55	21	intelligence	intelligence	NOUN
fcis-13814	55	22	.	.	PUNCT
fcis-13814	56	1	compared	compare	VERB
fcis-13814	56	2	to	to	ADP
fcis-13814	56	3	retrieval	retrieval	NOUN
fcis-13814	56	4	based	base	VERB
fcis-13814	56	5	dialogue	dialogue	NOUN
fcis-13814	56	6	systems	system	NOUN
fcis-13814	56	7	,	,	PUNCT
fcis-13814	56	8	generative	generative	ADJ
fcis-13814	56	9	dialogue	dialogue	NOUN
fcis-13814	56	10	systems	system	NOUN
fcis-13814	56	11	do	do	AUX
fcis-13814	56	12	not	not	PART
fcis-13814	56	13	have	have	AUX
fcis-13814	56	14	predefined	predefine	VERB
fcis-13814	56	15	responses	response	NOUN
fcis-13814	56	16	,	,	PUNCT
fcis-13814	56	17	but	but	CCONJ
fcis-13814	56	18	are	be	AUX
fcis-13814	56	19	trained	train	VERB
fcis-13814	56	20	based	base	VERB
fcis-13814	56	21	on	on	ADP
fcis-13814	56	22	a	a	DET
fcis-13814	56	23	large	large	ADJ
fcis-13814	56	24	amount	amount	NOUN
fcis-13814	56	25	of	of	ADP
fcis-13814	56	26	high	high	ADJ
fcis-13814	56	27	-	-	PUNCT
fcis-13814	56	28	quality	quality	NOUN
fcis-13814	56	29	topics	topic	NOUN
fcis-13814	56	30	.	.	PUNCT
fcis-13814	57	1	their	their	PRON
fcis-13814	57	2	advantage	advantage	NOUN
fcis-13814	57	3	is	be	AUX
fcis-13814	57	4	that	that	SCONJ
fcis-13814	57	5	they	they	PRON
fcis-13814	57	6	allow	allow	VERB
fcis-13814	57	7	users	user	NOUN
fcis-13814	57	8	to	to	PART
fcis-13814	57	9	input	input	VERB
fcis-13814	57	10	arbitrary	arbitrary	ADJ
fcis-13814	57	11	sentence	sentence	NOUN
fcis-13814	57	12	structures	structure	NOUN
fcis-13814	57	13	and	and	CCONJ
fcis-13814	57	14	cover	cover	VERB
fcis-13814	57	15	a	a	DET
fcis-13814	57	16	wide	wide	ADJ
fcis-13814	57	17	range	range	NOUN
fcis-13814	57	18	of	of	ADP
fcis-13814	57	19	topics	topic	NOUN
fcis-13814	57	20	;	;	PUNCT
fcis-13814	57	21	the	the	DET
fcis-13814	57	22	disadvantage	disadvantage	NOUN
fcis-13814	57	23	is	be	AUX
fcis-13814	57	24	that	that	SCONJ
fcis-13814	57	25	the	the	DET
fcis-13814	57	26	quality	quality	NOUN
fcis-13814	57	27	of	of	ADP
fcis-13814	57	28	the	the	DET
fcis-13814	57	29	generated	generate	VERB
fcis-13814	57	30	reply	reply	NOUN
fcis-13814	57	31	sentences	sentence	NOUN
fcis-13814	57	32	can	can	AUX
fcis-13814	57	33	not	not	PART
fcis-13814	57	34	be	be	AUX
fcis-13814	57	35	guaranteed	guarantee	VERB
fcis-13814	57	36	,	,	PUNCT
fcis-13814	57	37	and	and	CCONJ
fcis-13814	57	38	there	there	PRON
fcis-13814	57	39	may	may	AUX
fcis-13814	57	40	be	be	AUX
fcis-13814	57	41	fluency	fluency	NOUN
fcis-13814	57	42	issues	issue	NOUN
fcis-13814	57	43	or	or	CCONJ
fcis-13814	57	44	low	low	ADJ
fcis-13814	57	45	-	-	PUNCT
fcis-13814	57	46	level	level	NOUN
fcis-13814	57	47	grammar	grammar	NOUN
fcis-13814	57	48	errors	error	NOUN
fcis-13814	57	49	such	such	ADJ
fcis-13814	57	50	as	as	ADP
fcis-13814	57	51	syntax	syntax	NOUN
fcis-13814	57	52	errors	error	NOUN
fcis-13814	57	53	.	.	PUNCT
fcis-13814	58	1	the	the	DET
fcis-13814	58	2	main	main	ADJ
fcis-13814	58	3	methods	method	NOUN
fcis-13814	58	4	of	of	ADP
fcis-13814	58	5	medical	medical	ADJ
fcis-13814	58	6	dialogue	dialogue	NOUN
fcis-13814	58	7	diagnosis	diagnosis	NOUN
fcis-13814	58	8	technology	technology	NOUN
fcis-13814	58	9	include	include	VERB
fcis-13814	58	10	pipeline	pipeline	NOUN
fcis-13814	58	11	method	method	NOUN
fcis-13814	58	12	and	and	CCONJ
fcis-13814	58	13	end	end	NOUN
fcis-13814	58	14	-	-	PUNCT
fcis-13814	58	15	to	to	ADP
fcis-13814	58	16	-	-	PUNCT
fcis-13814	58	17	end	end	NOUN
fcis-13814	58	18	method	method	NOUN
fcis-13814	58	19	.	.	PUNCT
fcis-13814	59	1	in	in	ADP
fcis-13814	59	2	ai	ai	PRON
fcis-13814	59	3	intelligent	intelligent	ADJ
fcis-13814	59	4	diagnostic	diagnostic	ADJ
fcis-13814	59	5	system	system	NOUN
fcis-13814	59	6	,	,	PUNCT
fcis-13814	59	7	pipeline	pipeline	NOUN
fcis-13814	59	8	method	method	NOUN
fcis-13814	59	9	is	be	AUX
fcis-13814	59	10	mainly	mainly	ADV
fcis-13814	59	11	used	use	VERB
fcis-13814	59	12	,	,	PUNCT
fcis-13814	59	13	which	which	PRON
fcis-13814	59	14	includes	include	VERB
fcis-13814	59	15	the	the	DET
fcis-13814	59	16	following	follow	VERB
fcis-13814	59	17	five	five	NUM
fcis-13814	59	18	functions	function	NOUN
fcis-13814	59	19	:	:	PUNCT
fcis-13814	59	20	1	1	NUM
fcis-13814	59	21	)	)	PUNCT
fcis-13814	59	22	speech	speech	NOUN
fcis-13814	59	23	recognition	recognition	NOUN
fcis-13814	59	24	module	module	NOUN
fcis-13814	59	25	:	:	PUNCT
fcis-13814	59	26	responsible	responsible	ADJ
fcis-13814	59	27	for	for	ADP
fcis-13814	59	28	recognizing	recognize	VERB
fcis-13814	59	29	user	user	NOUN
fcis-13814	59	30	input	input	NOUN
fcis-13814	59	31	signals	signal	NOUN
fcis-13814	59	32	as	as	ADP
fcis-13814	59	33	corresponding	correspond	VERB
fcis-13814	59	34	text	text	NOUN
fcis-13814	59	35	.	.	PUNCT
fcis-13814	60	1	2	2	NUM
fcis-13814	60	2	)	)	PUNCT
fcis-13814	60	3	natural	natural	ADJ
fcis-13814	60	4	language	language	NOUN
fcis-13814	60	5	understanding	understanding	NOUN
fcis-13814	60	6	module	module	NOUN
fcis-13814	60	7	:	:	PUNCT
fcis-13814	60	8	responsible	responsible	ADJ
fcis-13814	60	9	for	for	ADP
fcis-13814	60	10	converting	convert	VERB
fcis-13814	60	11	the	the	DET
fcis-13814	60	12	text	text	NOUN
fcis-13814	60	13	information	information	NOUN
fcis-13814	60	14	recognized	recognize	VERB
fcis-13814	60	15	by	by	ADP
fcis-13814	60	16	speech	speech	NOUN
fcis-13814	60	17	recognition	recognition	NOUN
fcis-13814	60	18	into	into	ADP
fcis-13814	60	19	a	a	DET
fcis-13814	60	20	format	format	NOUN
fcis-13814	60	21	that	that	SCONJ
fcis-13814	60	22	the	the	DET
fcis-13814	60	23	computer	computer	NOUN
fcis-13814	60	24	can	can	AUX
fcis-13814	60	25	understand	understand	VERB
fcis-13814	60	26	for	for	ADP
fcis-13814	60	27	representation	representation	NOUN
fcis-13814	60	28	.	.	PUNCT
fcis-13814	61	1	3	3	X
fcis-13814	61	2	)	)	PUNCT
fcis-13814	61	3	dialogue	dialogue	NOUN
fcis-13814	61	4	management	management	NOUN
fcis-13814	61	5	module	module	NOUN
fcis-13814	61	6	:	:	PUNCT
fcis-13814	61	7	responsible	responsible	ADJ
fcis-13814	61	8	for	for	ADP
fcis-13814	61	9	the	the	DET
fcis-13814	61	10	dialogue	dialogue	NOUN
fcis-13814	61	11	management	management	NOUN
fcis-13814	61	12	function	function	NOUN
fcis-13814	61	13	,	,	PUNCT
fcis-13814	61	14	which	which	PRON
fcis-13814	61	15	includes	include	VERB
fcis-13814	61	16	two	two	NUM
fcis-13814	61	17	parts	part	NOUN
fcis-13814	61	18	:	:	PUNCT
fcis-13814	61	19	dialogue	dialogue	NOUN
fcis-13814	61	20	state	state	NOUN
fcis-13814	61	21	tracking	tracking	NOUN
fcis-13814	61	22	(	(	PUNCT
fcis-13814	61	23	dst	dst	NOUN
fcis-13814	61	24	)	)	PUNCT
fcis-13814	61	25	and	and	CCONJ
fcis-13814	61	26	dialogue	dialogue	NOUN
fcis-13814	61	27	strategy	strategy	NOUN
fcis-13814	61	28	(	(	PUNCT
fcis-13814	61	29	dp	dp	NOUN
fcis-13814	61	30	)	)	PUNCT
fcis-13814	61	31	.	.	PUNCT
fcis-13814	62	1	it	it	PRON
fcis-13814	62	2	judges	judge	VERB
fcis-13814	62	3	the	the	DET
fcis-13814	62	4	current	current	ADJ
fcis-13814	62	5	dialogue	dialogue	NOUN
fcis-13814	62	6	state	state	NOUN
fcis-13814	62	7	based	base	VERB
fcis-13814	62	8	on	on	ADP
fcis-13814	62	9	the	the	DET
fcis-13814	62	10	output	output	NOUN
fcis-13814	62	11	of	of	ADP
fcis-13814	62	12	the	the	DET
fcis-13814	62	13	natural	natural	ADJ
fcis-13814	62	14	language	language	NOUN
fcis-13814	62	15	understanding	understanding	NOUN
fcis-13814	62	16	module	module	NOUN
fcis-13814	62	17	,	,	PUNCT
fcis-13814	62	18	and	and	CCONJ
fcis-13814	62	19	makes	make	VERB
fcis-13814	62	20	decisions	decision	NOUN
fcis-13814	62	21	on	on	ADP
fcis-13814	62	22	the	the	DET
fcis-13814	62	23	execution	execution	NOUN
fcis-13814	62	24	actions	action	NOUN
fcis-13814	62	25	that	that	PRON
fcis-13814	62	26	should	should	AUX
fcis-13814	62	27	be	be	AUX
fcis-13814	62	28	taken	take	VERB
fcis-13814	62	29	in	in	ADP
fcis-13814	62	30	the	the	DET
fcis-13814	62	31	current	current	ADJ
fcis-13814	62	32	dialogue	dialogue	NOUN
fcis-13814	62	33	state	state	NOUN
fcis-13814	62	34	.	.	PUNCT
fcis-13814	63	1	4	4	X
fcis-13814	63	2	)	)	PUNCT
fcis-13814	63	3	natural	natural	ADJ
fcis-13814	63	4	language	language	NOUN
fcis-13814	63	5	generation	generation	NOUN
fcis-13814	63	6	module	module	NOUN
fcis-13814	63	7	:	:	PUNCT
fcis-13814	63	8	responsible	responsible	ADJ
fcis-13814	63	9	for	for	ADP
fcis-13814	63	10	10	10	NUM
fcis-13814	63	11	converting	convert	VERB
fcis-13814	63	12	the	the	DET
fcis-13814	63	13	execution	execution	NOUN
fcis-13814	63	14	actions	action	NOUN
fcis-13814	63	15	output	output	VERB
fcis-13814	63	16	by	by	ADP
fcis-13814	63	17	the	the	DET
fcis-13814	63	18	dialogue	dialogue	NOUN
fcis-13814	63	19	management	management	NOUN
fcis-13814	63	20	module	module	NOUN
fcis-13814	63	21	into	into	ADP
fcis-13814	63	22	natural	natural	ADJ
fcis-13814	63	23	language	language	NOUN
fcis-13814	63	24	text	text	NOUN
fcis-13814	63	25	for	for	ADP
fcis-13814	63	26	output	output	NOUN
fcis-13814	63	27	.	.	PUNCT
fcis-13814	64	1	5	5	X
fcis-13814	64	2	)	)	PUNCT
fcis-13814	64	3	speech	speech	NOUN
fcis-13814	64	4	synthesis	synthesis	NOUN
fcis-13814	64	5	module	module	NOUN
fcis-13814	64	6	:	:	PUNCT
fcis-13814	64	7	responsible	responsible	ADJ
fcis-13814	64	8	for	for	ADP
fcis-13814	64	9	converting	convert	VERB
fcis-13814	64	10	the	the	DET
fcis-13814	64	11	output	output	NOUN
fcis-13814	64	12	natural	natural	ADJ
fcis-13814	64	13	language	language	NOUN
fcis-13814	64	14	text	text	NOUN
fcis-13814	64	15	into	into	ADP
fcis-13814	64	16	speech	speech	NOUN
fcis-13814	64	17	form	form	NOUN
fcis-13814	64	18	for	for	ADP
fcis-13814	64	19	output	output	NOUN
fcis-13814	64	20	.	.	PUNCT
fcis-13814	65	1	4.2	4.2	NUM
fcis-13814	65	2	.	.	PUNCT
fcis-13814	66	1	medical	medical	ADJ
fcis-13814	66	2	knowledge	knowledge	NOUN
fcis-13814	66	3	graph	graph	NOUN
fcis-13814	66	4	technology	technology	NOUN
fcis-13814	66	5	the	the	DET
fcis-13814	66	6	knowledge	knowledge	NOUN
fcis-13814	66	7	graph	graph	NOUN
fcis-13814	66	8	is	be	AUX
fcis-13814	66	9	a	a	DET
fcis-13814	66	10	combination	combination	NOUN
fcis-13814	66	11	of	of	ADP
fcis-13814	66	12	specialized	specialized	ADJ
fcis-13814	66	13	knowledge	knowledge	NOUN
fcis-13814	66	14	and	and	CCONJ
fcis-13814	66	15	thinking	think	VERB
fcis-13814	66	16	patterns	pattern	NOUN
fcis-13814	66	17	of	of	ADP
fcis-13814	66	18	doctors	doctor	NOUN
fcis-13814	66	19	,	,	PUNCT
fcis-13814	66	20	which	which	PRON
fcis-13814	66	21	includes	include	VERB
fcis-13814	66	22	knowledge	knowledge	NOUN
fcis-13814	66	23	content	content	NOUN
fcis-13814	66	24	,	,	PUNCT
fcis-13814	66	25	knowledge	knowledge	NOUN
fcis-13814	66	26	volume	volume	NOUN
fcis-13814	66	27	,	,	PUNCT
fcis-13814	66	28	and	and	CCONJ
fcis-13814	66	29	professional	professional	ADJ
fcis-13814	66	30	logical	logical	ADJ
fcis-13814	66	31	relationships	relationship	NOUN
fcis-13814	66	32	between	between	ADP
fcis-13814	66	33	knowledge	knowledge	NOUN
fcis-13814	66	34	.	.	PUNCT
fcis-13814	67	1	the	the	DET
fcis-13814	67	2	logical	logical	ADJ
fcis-13814	67	3	application	application	NOUN
fcis-13814	67	4	of	of	ADP
fcis-13814	67	5	these	these	DET
fcis-13814	67	6	knowledge	knowledge	NOUN
fcis-13814	67	7	can	can	AUX
fcis-13814	67	8	interpret	interpret	VERB
fcis-13814	67	9	and	and	CCONJ
fcis-13814	67	10	judge	judge	VERB
fcis-13814	67	11	disease	disease	NOUN
fcis-13814	67	12	information	information	NOUN
fcis-13814	67	13	to	to	PART
fcis-13814	67	14	make	make	VERB
fcis-13814	67	15	correct	correct	ADJ
fcis-13814	67	16	judgments	judgment	NOUN
fcis-13814	67	17	and	and	CCONJ
fcis-13814	67	18	decisions	decision	NOUN
fcis-13814	67	19	.	.	PUNCT
fcis-13814	68	1	therefore	therefore	ADV
fcis-13814	68	2	,	,	PUNCT
fcis-13814	68	3	the	the	DET
fcis-13814	68	4	medical	medical	ADJ
fcis-13814	68	5	knowledge	knowledge	NOUN
fcis-13814	68	6	graph	graph	NOUN
fcis-13814	68	7	,	,	PUNCT
fcis-13814	68	8	the	the	DET
fcis-13814	68	9	most	most	ADV
fcis-13814	68	10	important	important	ADJ
fcis-13814	68	11	thing	thing	NOUN
fcis-13814	68	12	is	be	AUX
fcis-13814	68	13	not	not	PART
fcis-13814	68	14	simply	simply	ADV
fcis-13814	68	15	a	a	DET
fcis-13814	68	16	list	list	NOUN
fcis-13814	68	17	of	of	ADP
fcis-13814	68	18	superficial	superficial	ADJ
fcis-13814	68	19	connections	connection	NOUN
fcis-13814	68	20	,	,	PUNCT
fcis-13814	68	21	but	but	CCONJ
fcis-13814	68	22	a	a	DET
fcis-13814	68	23	structured	structured	ADJ
fcis-13814	68	24	medical	medical	ADJ
fcis-13814	68	25	knowledge	knowledge	NOUN
fcis-13814	68	26	point	point	NOUN
fcis-13814	68	27	(	(	PUNCT
fcis-13814	68	28	information	information	NOUN
fcis-13814	68	29	,	,	PUNCT
fcis-13814	68	30	data	datum	NOUN
fcis-13814	68	31	)	)	PUNCT
fcis-13814	68	32	and	and	CCONJ
fcis-13814	68	33	its	its	PRON
fcis-13814	68	34	correlation	correlation	NOUN
fcis-13814	68	35	that	that	PRON
fcis-13814	68	36	conforms	conform	VERB
fcis-13814	68	37	to	to	ADP
fcis-13814	68	38	the	the	DET
fcis-13814	68	39	inherent	inherent	ADJ
fcis-13814	68	40	logical	logical	ADJ
fcis-13814	68	41	mechanism	mechanism	NOUN
fcis-13814	68	42	of	of	ADP
fcis-13814	68	43	medical	medical	ADJ
fcis-13814	68	44	knowledge	knowledge	NOUN
fcis-13814	68	45	.	.	PUNCT
fcis-13814	69	1	based	base	VERB
fcis-13814	69	2	on	on	ADP
fcis-13814	69	3	the	the	DET
fcis-13814	69	4	medical	medical	ADJ
fcis-13814	69	5	knowledge	knowledge	NOUN
fcis-13814	69	6	,	,	PUNCT
fcis-13814	69	7	the	the	DET
fcis-13814	69	8	relevant	relevant	ADJ
fcis-13814	69	9	algorithms	algorithm	NOUN
fcis-13814	69	10	be	be	AUX
fcis-13814	69	11	clearly	clearly	ADV
fcis-13814	69	12	and	and	CCONJ
fcis-13814	69	13	reliably	reliably	ADV
fcis-13814	69	14	explained	explain	VERB
fcis-13814	69	15	,	,	PUNCT
fcis-13814	69	16	and	and	CCONJ
fcis-13814	69	17	meet	meet	VERB
fcis-13814	69	18	the	the	DET
fcis-13814	69	19	objective	objective	ADJ
fcis-13814	69	20	requirements	requirement	NOUN
fcis-13814	69	21	of	of	ADP
fcis-13814	69	22	clinical	clinical	ADJ
fcis-13814	69	23	medicine	medicine	NOUN
fcis-13814	69	24	that	that	PRON
fcis-13814	69	25	must	must	AUX
fcis-13814	69	26	be	be	AUX
fcis-13814	69	27	verified	verify	VERB
fcis-13814	69	28	.	.	PUNCT
fcis-13814	70	1	the	the	DET
fcis-13814	70	2	impact	impact	NOUN
fcis-13814	70	3	of	of	ADP
fcis-13814	70	4	knowledge	knowledge	NOUN
fcis-13814	70	5	graph	graph	NOUN
fcis-13814	70	6	on	on	ADP
fcis-13814	70	7	algorithms	algorithm	NOUN
fcis-13814	70	8	are	be	AUX
fcis-13814	70	9	:	:	PUNCT
fcis-13814	70	10	1	1	X
fcis-13814	70	11	)	)	PUNCT
fcis-13814	70	12	the	the	DET
fcis-13814	70	13	knowledge	knowledge	NOUN
fcis-13814	70	14	graph	graph	NOUN
fcis-13814	70	15	defines	define	VERB
fcis-13814	70	16	how	how	SCONJ
fcis-13814	70	17	to	to	PART
fcis-13814	70	18	structure	structure	VERB
fcis-13814	70	19	the	the	DET
fcis-13814	70	20	disease	disease	NOUN
fcis-13814	70	21	information	information	NOUN
fcis-13814	70	22	and	and	CCONJ
fcis-13814	70	23	data	datum	NOUN
fcis-13814	70	24	that	that	PRON
fcis-13814	70	25	needs	need	VERB
fcis-13814	70	26	to	to	PART
fcis-13814	70	27	be	be	AUX
fcis-13814	70	28	processed	process	VERB
fcis-13814	70	29	.	.	PUNCT
fcis-13814	71	1	only	only	ADV
fcis-13814	71	2	structured	structured	ADJ
fcis-13814	71	3	information	information	NOUN
fcis-13814	71	4	and	and	CCONJ
fcis-13814	71	5	data	datum	NOUN
fcis-13814	71	6	can	can	AUX
fcis-13814	71	7	meet	meet	VERB
fcis-13814	71	8	the	the	DET
fcis-13814	71	9	requirements	requirement	NOUN
fcis-13814	71	10	of	of	ADP
fcis-13814	71	11	large	large	ADJ
fcis-13814	71	12	-	-	PUNCT
fcis-13814	71	13	scale	scale	NOUN
fcis-13814	71	14	computing	computing	NOUN
fcis-13814	71	15	.	.	PUNCT
fcis-13814	72	1	2	2	X
fcis-13814	72	2	)	)	PUNCT
fcis-13814	72	3	the	the	DET
fcis-13814	72	4	knowledge	knowledge	NOUN
fcis-13814	72	5	graph	graph	NOUN
fcis-13814	72	6	defines	define	VERB
fcis-13814	72	7	the	the	DET
fcis-13814	72	8	logical	logical	ADJ
fcis-13814	72	9	relationships	relationship	NOUN
fcis-13814	72	10	between	between	ADP
fcis-13814	72	11	disease	disease	NOUN
fcis-13814	72	12	information	information	NOUN
fcis-13814	72	13	and	and	CCONJ
fcis-13814	72	14	data	datum	NOUN
fcis-13814	72	15	,	,	PUNCT
fcis-13814	72	16	determining	determine	VERB
fcis-13814	72	17	the	the	DET
fcis-13814	72	18	flow	flow	NOUN
fcis-13814	72	19	and	and	CCONJ
fcis-13814	72	20	order	order	NOUN
fcis-13814	72	21	of	of	ADP
fcis-13814	72	22	disease	disease	NOUN
fcis-13814	72	23	information	information	NOUN
fcis-13814	72	24	/	/	SYM
fcis-13814	72	25	data	datum	NOUN
fcis-13814	72	26	in	in	ADP
fcis-13814	72	27	artificial	artificial	ADJ
fcis-13814	72	28	intelligence	intelligence	NOUN
fcis-13814	72	29	operations	operation	NOUN
fcis-13814	72	30	.	.	PUNCT
fcis-13814	73	1	programs	program	NOUN
fcis-13814	73	2	use	use	VERB
fcis-13814	73	3	these	these	DET
fcis-13814	73	4	flow	flow	NOUN
fcis-13814	73	5	and	and	CCONJ
fcis-13814	73	6	order	order	NOUN
fcis-13814	73	7	to	to	PART
fcis-13814	73	8	simulate	simulate	VERB
fcis-13814	73	9	doctors	doctor	NOUN
fcis-13814	73	10	'	'	PART
fcis-13814	73	11	cognition	cognition	NOUN
fcis-13814	73	12	and	and	CCONJ
fcis-13814	73	13	reasoning	reasoning	NOUN
fcis-13814	73	14	of	of	ADP
fcis-13814	73	15	information	information	NOUN
fcis-13814	73	16	and	and	CCONJ
fcis-13814	73	17	data	datum	NOUN
fcis-13814	73	18	,	,	PUNCT
fcis-13814	73	19	determining	determine	VERB
fcis-13814	73	20	the	the	DET
fcis-13814	73	21	level	level	NOUN
fcis-13814	73	22	of	of	ADP
fcis-13814	73	23	intelligence	intelligence	NOUN
fcis-13814	73	24	in	in	ADP
fcis-13814	73	25	artificial	artificial	ADJ
fcis-13814	73	26	intelligence	intelligence	NOUN
fcis-13814	73	27	.	.	PUNCT
fcis-13814	74	1	fig	fig	NOUN
fcis-13814	74	2	2	2	NUM
fcis-13814	74	3	.	.	PUNCT
fcis-13814	75	1	the	the	DET
fcis-13814	75	2	knowledge	knowledge	NOUN
fcis-13814	75	3	map	map	NOUN
fcis-13814	75	4	of	of	ADP
fcis-13814	75	5	chronic	chronic	ADJ
fcis-13814	75	6	bronchitis	bronchitis	NOUN
fcis-13814	75	7	and	and	CCONJ
fcis-13814	75	8	hypertension	hypertension	NOUN
fcis-13814	75	9	in	in	ADP
fcis-13814	75	10	the	the	DET
fcis-13814	75	11	elderly	elderly	ADJ
fcis-13814	75	12	the	the	DET
fcis-13814	75	13	conventional	conventional	ADJ
fcis-13814	75	14	data	datum	NOUN
fcis-13814	75	15	types	type	NOUN
fcis-13814	75	16	of	of	ADP
fcis-13814	75	17	medical	medical	ADJ
fcis-13814	75	18	knowledge	knowledge	NOUN
fcis-13814	75	19	graph	graph	NOUN
fcis-13814	75	20	include	include	VERB
fcis-13814	75	21	label	label	NOUN
fcis-13814	75	22	nodes	node	NOUN
fcis-13814	75	23	,	,	PUNCT
fcis-13814	75	24	disease	disease	NOUN
fcis-13814	75	25	nodes	node	NOUN
fcis-13814	75	26	,	,	PUNCT
fcis-13814	75	27	and	and	CCONJ
fcis-13814	75	28	relationship	relationship	NOUN
fcis-13814	75	29	types	type	NOUN
fcis-13814	75	30	.	.	PUNCT
fcis-13814	76	1	the	the	DET
fcis-13814	76	2	tag	tag	NOUN
fcis-13814	76	3	nodes	node	NOUN
fcis-13814	76	4	include	include	VERB
fcis-13814	76	5	:	:	PUNCT
fcis-13814	76	6	disease	disease	NOUN
fcis-13814	76	7	,	,	PUNCT
fcis-13814	76	8	department	department	NOUN
fcis-13814	76	9	,	,	PUNCT
fcis-13814	76	10	drug	drug	NOUN
fcis-13814	76	11	,	,	PUNCT
fcis-13814	76	12	food	food	NOUN
fcis-13814	76	13	,	,	PUNCT
fcis-13814	76	14	symptom	symptom	NOUN
fcis-13814	76	15	,	,	PUNCT
fcis-13814	76	16	etc	etc	X
fcis-13814	76	17	.	.	X
fcis-13814	77	1	the	the	DET
fcis-13814	77	2	disease	disease	NOUN
fcis-13814	77	3	node	node	NOUN
fcis-13814	77	4	contains	contain	VERB
fcis-13814	77	5	the	the	DET
fcis-13814	77	6	name	name	NOUN
fcis-13814	77	7	,	,	PUNCT
fcis-13814	77	8	introduction	introduction	NOUN
fcis-13814	77	9	,	,	PUNCT
fcis-13814	77	10	prevention	prevention	NOUN
fcis-13814	77	11	,	,	PUNCT
fcis-13814	77	12	treatment	treatment	NOUN
fcis-13814	77	13	,	,	PUNCT
fcis-13814	77	14	and	and	CCONJ
fcis-13814	77	15	treatment	treatment	NOUN
fcis-13814	77	16	period	period	NOUN
fcis-13814	77	17	.	.	PUNCT
fcis-13814	78	1	relationship	relationship	NOUN
fcis-13814	78	2	type	type	NOUN
fcis-13814	78	3	which	which	PRON
fcis-13814	78	4	is	be	AUX
fcis-13814	78	5	the	the	DET
fcis-13814	78	6	connection	connection	NOUN
fcis-13814	78	7	between	between	ADP
fcis-13814	78	8	nodes	node	NOUN
fcis-13814	78	9	:	:	PUNCT
fcis-13814	78	10	belongs	belong	VERB
fcis-13814	78	11	_	_	PUNCT
fcis-13814	78	12	to	to	ADP
fcis-13814	78	13	,	,	PUNCT
fcis-13814	78	14	has	have	AUX
fcis-13814	78	15	_	_	DET
fcis-13814	78	16	symptom	symptom	NOUN
fcis-13814	78	17	,	,	PUNCT
fcis-13814	78	18	use	use	VERB
fcis-13814	78	19	_	_	PRON
fcis-13814	78	20	drug	drug	NOUN
fcis-13814	78	21	,	,	PUNCT
fcis-13814	78	22	do	do	AUX
fcis-13814	78	23	_	_	PRON
fcis-13814	78	24	eat	eat	VERB
fcis-13814	78	25	(	(	PUNCT
fcis-13814	78	26	suitable	suitable	ADJ
fcis-13814	78	27	for	for	ADP
fcis-13814	78	28	eating	eat	VERB
fcis-13814	78	29	)	)	PUNCT
fcis-13814	78	30	,	,	PUNCT
fcis-13814	78	31	can	can	AUX
fcis-13814	78	32	_	_	PRON
fcis-13814	78	33	not	not	PART
fcis-13814	78	34	_	_	NOUN
fcis-13814	78	35	eating	eat	VERB
fcis-13814	78	36	and	and	CCONJ
fcis-13814	78	37	other	other	ADJ
fcis-13814	78	38	information	information	NOUN
fcis-13814	78	39	.	.	PUNCT
fcis-13814	79	1	for	for	ADP
fcis-13814	79	2	example	example	NOUN
fcis-13814	79	3	,	,	PUNCT
fcis-13814	79	4	the	the	DET
fcis-13814	79	5	knowledge	knowledge	NOUN
fcis-13814	79	6	map	map	NOUN
fcis-13814	79	7	of	of	ADP
fcis-13814	79	8	chronic	chronic	ADJ
fcis-13814	79	9	bronchitis	bronchitis	NOUN
fcis-13814	79	10	and	and	CCONJ
fcis-13814	79	11	hypertension	hypertension	NOUN
fcis-13814	79	12	in	in	ADP
fcis-13814	79	13	the	the	DET
fcis-13814	79	14	elderly	elderly	ADJ
fcis-13814	79	15	.	.	PUNCT
fcis-13814	80	1	4.3	4.3	NUM
fcis-13814	80	2	.	.	PUNCT
fcis-13814	81	1	“	"	PUNCT
fcis-13814	81	2	inference	inference	NOUN
fcis-13814	81	3	machine	machine	NOUN
fcis-13814	81	4	”	"	PUNCT
fcis-13814	81	5	technology	technology	NOUN
fcis-13814	81	6	the	the	DET
fcis-13814	81	7	essence	essence	NOUN
fcis-13814	81	8	of	of	ADP
fcis-13814	81	9	"	"	PUNCT
fcis-13814	81	10	inference	inference	NOUN
fcis-13814	81	11	machine	machine	NOUN
fcis-13814	81	12	"	"	PUNCT
fcis-13814	81	13	technology	technology	NOUN
fcis-13814	81	14	is	be	AUX
fcis-13814	81	15	a	a	DET
fcis-13814	81	16	deep	deep	ADJ
fcis-13814	81	17	reinforcement	reinforcement	NOUN
fcis-13814	81	18	learning	learning	NOUN
fcis-13814	81	19	technology	technology	NOUN
fcis-13814	81	20	that	that	PRON
fcis-13814	81	21	combines	combine	VERB
fcis-13814	81	22	deep	deep	ADJ
fcis-13814	81	23	learning	learning	NOUN
fcis-13814	81	24	and	and	CCONJ
fcis-13814	81	25	reinforcement	reinforcement	NOUN
fcis-13814	81	26	learning	learning	NOUN
fcis-13814	81	27	methods	method	NOUN
fcis-13814	81	28	,	,	PUNCT
fcis-13814	81	29	it	it	PRON
fcis-13814	81	30	is	be	AUX
fcis-13814	81	31	aimed	aim	VERB
fcis-13814	81	32	to	to	PART
fcis-13814	81	33	train	train	VERB
fcis-13814	81	34	intelligent	intelligent	ADJ
fcis-13814	81	35	agents	agent	NOUN
fcis-13814	81	36	to	to	PART
fcis-13814	81	37	make	make	VERB
fcis-13814	81	38	decisions	decision	NOUN
fcis-13814	81	39	and	and	CCONJ
fcis-13814	81	40	actions	action	NOUN
fcis-13814	81	41	in	in	ADP
fcis-13814	81	42	complex	complex	ADJ
fcis-13814	81	43	environments	environment	NOUN
fcis-13814	81	44	.	.	PUNCT
fcis-13814	82	1	it	it	PRON
fcis-13814	82	2	is	be	AUX
fcis-13814	82	3	based	base	VERB
fcis-13814	82	4	on	on	ADP
fcis-13814	82	5	the	the	DET
fcis-13814	82	6	framework	framework	NOUN
fcis-13814	82	7	of	of	ADP
fcis-13814	82	8	reinforcement	reinforcement	NOUN
fcis-13814	82	9	learning	learning	NOUN
fcis-13814	82	10	and	and	CCONJ
fcis-13814	82	11	uses	use	VERB
fcis-13814	82	12	deep	deep	ADJ
fcis-13814	82	13	neural	neural	ADJ
fcis-13814	82	14	networks	network	NOUN
fcis-13814	82	15	as	as	ADP
fcis-13814	82	16	approximation	approximation	NOUN
fcis-13814	82	17	of	of	ADP
fcis-13814	82	18	functions	function	NOUN
fcis-13814	82	19	to	to	PART
fcis-13814	82	20	handle	handle	VERB
fcis-13814	82	21	high	high	ADJ
fcis-13814	82	22	-	-	PUNCT
fcis-13814	82	23	dimensional	dimensional	ADJ
fcis-13814	82	24	input	input	NOUN
fcis-13814	82	25	and	and	CCONJ
fcis-13814	82	26	output	output	NOUN
fcis-13814	82	27	spaces	space	NOUN
fcis-13814	82	28	.	.	PUNCT
fcis-13814	83	1	in	in	ADP
fcis-13814	83	2	deep	deep	ADJ
fcis-13814	83	3	reinforcement	reinforcement	NOUN
fcis-13814	83	4	learning	learning	NOUN
fcis-13814	83	5	,	,	PUNCT
fcis-13814	83	6	agents	agent	NOUN
fcis-13814	83	7	could	could	AUX
fcis-13814	83	8	learn	learn	VERB
fcis-13814	83	9	through	through	ADP
fcis-13814	83	10	interaction	interaction	NOUN
fcis-13814	83	11	with	with	ADP
fcis-13814	83	12	the	the	DET
fcis-13814	83	13	environment	environment	NOUN
fcis-13814	83	14	and	and	CCONJ
fcis-13814	83	15	optimize	optimize	VERB
fcis-13814	83	16	their	their	PRON
fcis-13814	83	17	behavioral	behavioral	ADJ
fcis-13814	83	18	strategies	strategy	NOUN
fcis-13814	83	19	through	through	ADP
fcis-13814	83	20	continuous	continuous	ADJ
fcis-13814	83	21	trial	trial	NOUN
fcis-13814	83	22	and	and	CCONJ
fcis-13814	83	23	error	error	NOUN
fcis-13814	83	24	.	.	PUNCT
fcis-13814	84	1	it	it	PRON
fcis-13814	84	2	influences	influence	VERB
fcis-13814	84	3	the	the	DET
fcis-13814	84	4	environment	environment	NOUN
fcis-13814	84	5	by	by	ADP
fcis-13814	84	6	observing	observe	VERB
fcis-13814	84	7	its	its	PRON
fcis-13814	84	8	state	state	NOUN
fcis-13814	84	9	,	,	PUNCT
fcis-13814	84	10	selecting	select	VERB
fcis-13814	84	11	actions	action	NOUN
fcis-13814	84	12	,	,	PUNCT
fcis-13814	84	13	and	and	CCONJ
fcis-13814	84	14	updating	update	VERB
fcis-13814	84	15	its	its	PRON
fcis-13814	84	16	strategies	strategy	NOUN
fcis-13814	84	17	based	base	VERB
fcis-13814	84	18	on	on	ADP
fcis-13814	84	19	feedback	feedback	NOUN
fcis-13814	84	20	(	(	PUNCT
fcis-13814	84	21	rewards	reward	NOUN
fcis-13814	84	22	or	or	CCONJ
fcis-13814	84	23	punishments	punishment	NOUN
fcis-13814	84	24	)	)	PUNCT
fcis-13814	84	25	from	from	ADP
fcis-13814	84	26	the	the	DET
fcis-13814	84	27	environment	environment	NOUN
fcis-13814	84	28	.	.	PUNCT
fcis-13814	85	1	deep	deep	ADJ
fcis-13814	85	2	neural	neural	ADJ
fcis-13814	85	3	networks	network	NOUN
fcis-13814	85	4	could	could	AUX
fcis-13814	85	5	execute	execute	VERB
fcis-13814	85	6	approximate	approximate	ADJ
fcis-13814	85	7	value	value	NOUN
fcis-13814	85	8	functions	function	NOUN
fcis-13814	85	9	or	or	CCONJ
fcis-13814	85	10	policy	policy	NOUN
fcis-13814	85	11	functions	function	NOUN
fcis-13814	85	12	to	to	PART
fcis-13814	85	13	assist	assist	VERB
fcis-13814	85	14	intelligent	intelligent	ADJ
fcis-13814	85	15	agents	agent	NOUN
fcis-13814	85	16	make	make	VERB
fcis-13814	85	17	more	more	ADV
fcis-13814	85	18	accurate	accurate	ADJ
fcis-13814	85	19	decisions	decision	NOUN
fcis-13814	85	20	.	.	PUNCT
fcis-13814	86	1	4.4	4.4	NUM
fcis-13814	86	2	.	.	PUNCT
fcis-13814	86	3	symptom	symptom	NOUN
fcis-13814	86	4	screening	screen	VERB
fcis-13814	86	5	algorithm	algorithm	NOUN
fcis-13814	86	6	symptom	symptom	NOUN
fcis-13814	86	7	screening	screen	VERB
fcis-13814	86	8	algorithm	algorithm	NOUN
fcis-13814	86	9	is	be	AUX
fcis-13814	86	10	developed	develop	VERB
fcis-13814	86	11	based	base	VERB
fcis-13814	86	12	on	on	ADP
fcis-13814	86	13	the	the	DET
fcis-13814	86	14	differences	difference	NOUN
fcis-13814	86	15	in	in	ADP
fcis-13814	86	16	symptom	symptom	NOUN
fcis-13814	86	17	sets	set	NOUN
fcis-13814	86	18	.	.	PUNCT
fcis-13814	87	1	symptom	symptom	NOUN
fcis-13814	87	2	screening	screening	NOUN
fcis-13814	87	3	is	be	AUX
fcis-13814	87	4	the	the	DET
fcis-13814	87	5	core	core	NOUN
fcis-13814	87	6	of	of	ADP
fcis-13814	87	7	conversational	conversational	ADJ
fcis-13814	87	8	medical	medical	ADJ
fcis-13814	87	9	diagnosis	diagnosis	NOUN
fcis-13814	87	10	.	.	PUNCT
fcis-13814	88	1	in	in	ADP
fcis-13814	88	2	the	the	DET
fcis-13814	88	3	field	field	NOUN
fcis-13814	88	4	of	of	ADP
fcis-13814	88	5	medical	medical	ADJ
fcis-13814	88	6	dialogue	dialogue	NOUN
fcis-13814	88	7	,	,	PUNCT
fcis-13814	88	8	medical	medical	ADJ
fcis-13814	88	9	conversation	conversation	NOUN
fcis-13814	88	10	agents	agent	NOUN
fcis-13814	88	11	are	be	AUX
fcis-13814	88	12	important	important	ADJ
fcis-13814	88	13	tools	tool	NOUN
fcis-13814	88	14	that	that	PRON
fcis-13814	88	15	help	help	VERB
fcis-13814	88	16	doctors	doctor	NOUN
fcis-13814	88	17	respond	respond	VERB
fcis-13814	88	18	to	to	ADP
fcis-13814	88	19	common	common	ADJ
fcis-13814	88	20	diseases	disease	NOUN
fcis-13814	88	21	that	that	PRON
fcis-13814	88	22	are	be	AUX
fcis-13814	88	23	easy	easy	ADJ
fcis-13814	88	24	to	to	PART
fcis-13814	88	25	diagnose	diagnose	VERB
fcis-13814	88	26	and	and	CCONJ
fcis-13814	88	27	collect	collect	VERB
fcis-13814	88	28	medical	medical	ADJ
fcis-13814	88	29	information	information	NOUN
fcis-13814	88	30	from	from	ADP
fcis-13814	88	31	patients	patient	NOUN
fcis-13814	88	32	with	with	ADP
fcis-13814	88	33	difficult	difficult	ADJ
fcis-13814	88	34	diseases	disease	NOUN
fcis-13814	88	35	[	[	X
fcis-13814	88	36	6	6	NUM
fcis-13814	88	37	]	]	PUNCT
fcis-13814	88	38	.	.	PUNCT
fcis-13814	89	1	the	the	DET
fcis-13814	89	2	algorithm	algorithm	NOUN
fcis-13814	89	3	introduces	introduce	VERB
fcis-13814	89	4	the	the	DET
fcis-13814	89	5	idea	idea	NOUN
fcis-13814	89	6	of	of	ADP
fcis-13814	89	7	excluding	exclude	VERB
fcis-13814	89	8	diseases	disease	NOUN
fcis-13814	89	9	with	with	ADP
fcis-13814	89	10	the	the	DET
fcis-13814	89	11	highest	high	ADJ
fcis-13814	89	12	probability	probability	NOUN
fcis-13814	89	13	of	of	ADP
fcis-13814	89	14	illness	illness	NOUN
fcis-13814	89	15	in	in	ADP
fcis-13814	89	16	the	the	DET
fcis-13814	89	17	real	real	ADJ
fcis-13814	89	18	medical	medical	ADJ
fcis-13814	89	19	diagnosis	diagnosis	NOUN
fcis-13814	89	20	process	process	NOUN
fcis-13814	89	21	,	,	PUNCT
fcis-13814	89	22	combined	combine	VERB
fcis-13814	89	23	with	with	ADP
fcis-13814	89	24	the	the	DET
fcis-13814	89	25	idea	idea	NOUN
fcis-13814	89	26	of	of	ADP
fcis-13814	89	27	comprehensive	comprehensive	ADJ
fcis-13814	89	28	search	search	NOUN
fcis-13814	89	29	,	,	PUNCT
fcis-13814	89	30	and	and	CCONJ
fcis-13814	89	31	through	through	ADP
fcis-13814	89	32	the	the	DET
fcis-13814	89	33	intersection	intersection	NOUN
fcis-13814	89	34	and	and	CCONJ
fcis-13814	89	35	union	union	NOUN
fcis-13814	89	36	operation	operation	NOUN
fcis-13814	89	37	of	of	ADP
fcis-13814	89	38	the	the	DET
fcis-13814	89	39	disease	disease	NOUN
fcis-13814	89	40	symptom	symptom	NOUN
fcis-13814	89	41	set	set	PROPN
fcis-13814	89	42	,	,	PUNCT
fcis-13814	89	43	it	it	PRON
fcis-13814	89	44	can	can	AUX
fcis-13814	89	45	filter	filter	VERB
fcis-13814	89	46	the	the	DET
fcis-13814	89	47	symptoms	symptom	NOUN
fcis-13814	89	48	that	that	PRON
fcis-13814	89	49	could	could	AUX
fcis-13814	89	50	distinguish	distinguish	VERB
fcis-13814	89	51	diseases	disease	NOUN
fcis-13814	89	52	better	well	ADV
fcis-13814	89	53	with	with	ADP
fcis-13814	89	54	fewer	few	ADJ
fcis-13814	89	55	inquiry	inquiry	NOUN
fcis-13814	89	56	rounds	round	NOUN
fcis-13814	89	57	,	,	PUNCT
fcis-13814	89	58	providing	provide	VERB
fcis-13814	89	59	a	a	DET
fcis-13814	89	60	decision	decision	NOUN
fcis-13814	89	61	-	-	PUNCT
fcis-13814	89	62	making	making	NOUN
fcis-13814	89	63	basis	basis	NOUN
fcis-13814	89	64	for	for	ADP
fcis-13814	89	65	the	the	DET
fcis-13814	89	66	final	final	ADJ
fcis-13814	89	67	naive	naive	ADJ
fcis-13814	89	68	bayesian	bayesian	NOUN
fcis-13814	89	69	classification	classification	NOUN
fcis-13814	89	70	.	.	PUNCT
fcis-13814	90	1	the	the	DET
fcis-13814	90	2	algorithm	algorithm	NOUN
fcis-13814	90	3	utilizes	utilize	VERB
fcis-13814	90	4	the	the	DET
fcis-13814	90	5	conditions	condition	NOUN
fcis-13814	90	6	of	of	ADP
fcis-13814	90	7	known	know	VERB
fcis-13814	90	8	positive	positive	ADJ
fcis-13814	90	9	and	and	CCONJ
fcis-13814	90	10	negative	negative	ADJ
fcis-13814	90	11	symptom	symptom	NOUN
fcis-13814	90	12	sets	set	NOUN
fcis-13814	90	13	to	to	PART
fcis-13814	90	14	select	select	VERB
fcis-13814	90	15	symptoms	symptom	NOUN
fcis-13814	90	16	with	with	ADP
fcis-13814	90	17	high	high	ADJ
fcis-13814	90	18	discrimination	discrimination	NOUN
fcis-13814	90	19	ability	ability	NOUN
fcis-13814	90	20	to	to	PART
fcis-13814	90	21	distinguish	distinguish	VERB
fcis-13814	90	22	different	different	ADJ
fcis-13814	90	23	diseases	disease	NOUN
fcis-13814	90	24	in	in	ADP
fcis-13814	90	25	the	the	DET
fcis-13814	90	26	disease	disease	NOUN
fcis-13814	90	27	set	set	VERB
fcis-13814	90	28	d	d	PROPN
fcis-13814	90	29	as	as	ADP
fcis-13814	90	30	the	the	DET
fcis-13814	90	31	core	core	NOUN
fcis-13814	90	32	idea	idea	NOUN
fcis-13814	90	33	.	.	PUNCT
fcis-13814	91	1	implement	implement	VERB
fcis-13814	91	2	the	the	DET
fcis-13814	91	3	following	follow	VERB
fcis-13814	91	4	functions	function	NOUN
fcis-13814	91	5	in	in	ADP
fcis-13814	91	6	the	the	DET
fcis-13814	91	7	symptom	symptom	NOUN
fcis-13814	91	8	screening	screen	VERB
fcis-13814	91	9	algorithm	algorithm	NOUN
fcis-13814	91	10	:	:	PUNCT
fcis-13814	91	11	1	1	X
fcis-13814	91	12	)	)	PUNCT
fcis-13814	91	13	based	base	VERB
fcis-13814	91	14	on	on	ADP
fcis-13814	91	15	known	know	VERB
fcis-13814	91	16	symptom	symptom	NOUN
fcis-13814	91	17	information	information	NOUN
fcis-13814	91	18	,	,	PUNCT
fcis-13814	91	19	infer	infer	VERB
fcis-13814	91	20	the	the	DET
fcis-13814	91	21	possibility	possibility	NOUN
fcis-13814	91	22	of	of	ADP
fcis-13814	91	23	each	each	DET
fcis-13814	91	24	disease	disease	NOUN
fcis-13814	91	25	in	in	ADP
fcis-13814	91	26	the	the	DET
fcis-13814	91	27	list	list	NOUN
fcis-13814	91	28	of	of	ADP
fcis-13814	91	29	confirmed	confirm	VERB
fcis-13814	91	30	diseases	disease	NOUN
fcis-13814	91	31	.	.	PUNCT
fcis-13814	92	1	2	2	X
fcis-13814	92	2	)	)	PUNCT
fcis-13814	92	3	ask	ask	VERB
fcis-13814	92	4	about	about	ADP
fcis-13814	92	5	the	the	DET
fcis-13814	92	6	symptoms	symptom	NOUN
fcis-13814	92	7	with	with	ADP
fcis-13814	92	8	a	a	DET
fcis-13814	92	9	higher	high	ADJ
fcis-13814	92	10	probability	probability	NOUN
fcis-13814	92	11	of	of	ADP
fcis-13814	92	12	occurrence	occurrence	NOUN
fcis-13814	92	13	among	among	ADP
fcis-13814	92	14	other	other	ADJ
fcis-13814	92	15	diseases	disease	NOUN
fcis-13814	92	16	with	with	ADP
fcis-13814	92	17	a	a	DET
fcis-13814	92	18	higher	high	ADJ
fcis-13814	92	19	probability	probability	NOUN
fcis-13814	92	20	of	of	ADP
fcis-13814	92	21	illness	illness	NOUN
fcis-13814	92	22	3	3	NUM
fcis-13814	92	23	)	)	PUNCT
fcis-13814	92	24	minimize	minimize	VERB
fcis-13814	92	25	the	the	DET
fcis-13814	92	26	number	number	NOUN
fcis-13814	92	27	of	of	ADP
fcis-13814	92	28	symptoms	symptom	NOUN
fcis-13814	92	29	that	that	PRON
fcis-13814	92	30	need	need	VERB
fcis-13814	92	31	to	to	PART
fcis-13814	92	32	be	be	AUX
fcis-13814	92	33	inquired	inquire	VERB
fcis-13814	92	34	about	about	ADP
fcis-13814	92	35	as	as	ADV
fcis-13814	92	36	much	much	ADJ
fcis-13814	92	37	as	as	ADP
fcis-13814	92	38	possible	possible	ADJ
fcis-13814	92	39	.	.	PUNCT
fcis-13814	93	1	4.5	4.5	NUM
fcis-13814	93	2	.	.	PUNCT
fcis-13814	94	1	disease	disease	NOUN
fcis-13814	94	2	diagnosis	diagnosis	NOUN
fcis-13814	94	3	algorithm	algorithm	NOUN
fcis-13814	94	4	the	the	DET
fcis-13814	94	5	real	real	ADJ
fcis-13814	94	6	hospital	hospital	NOUN
fcis-13814	94	7	's	's	PART
fcis-13814	94	8	disease	disease	NOUN
fcis-13814	94	9	diagnosis	diagnosis	NOUN
fcis-13814	94	10	process	process	NOUN
fcis-13814	94	11	can	can	AUX
fcis-13814	94	12	be	be	AUX
fcis-13814	94	13	divided	divide	VERB
fcis-13814	94	14	into	into	ADP
fcis-13814	94	15	three	three	NUM
fcis-13814	94	16	steps	step	NOUN
fcis-13814	94	17	:	:	PUNCT
fcis-13814	94	18	(	(	PUNCT
fcis-13814	94	19	1	1	X
fcis-13814	94	20	)	)	PUNCT
fcis-13814	94	21	the	the	DET
fcis-13814	94	22	patient	patient	NOUN
fcis-13814	94	23	presents	present	VERB
fcis-13814	94	24	their	their	PRON
fcis-13814	94	25	own	own	ADJ
fcis-13814	94	26	discovered	discover	VERB
fcis-13814	94	27	symptoms	symptom	NOUN
fcis-13814	94	28	.	.	PUNCT
fcis-13814	95	1	(	(	PUNCT
fcis-13814	95	2	2	2	X
fcis-13814	95	3	)	)	PUNCT
fcis-13814	95	4	doctors	doctor	NOUN
fcis-13814	95	5	communicate	communicate	VERB
fcis-13814	95	6	with	with	ADP
fcis-13814	95	7	patients	patient	NOUN
fcis-13814	95	8	to	to	PART
fcis-13814	95	9	confirm	confirm	VERB
fcis-13814	95	10	the	the	DET
fcis-13814	95	11	existence	existence	NOUN
fcis-13814	95	12	of	of	ADP
fcis-13814	95	13	other	other	ADJ
fcis-13814	95	14	symptoms	symptom	NOUN
fcis-13814	95	15	.	.	PUNCT
fcis-13814	96	1	(	(	PUNCT
fcis-13814	96	2	3	3	X
fcis-13814	96	3	)	)	PUNCT
fcis-13814	96	4	the	the	DET
fcis-13814	96	5	doctor	doctor	NOUN
fcis-13814	96	6	determines	determine	VERB
fcis-13814	96	7	the	the	DET
fcis-13814	96	8	final	final	ADJ
fcis-13814	96	9	type	type	NOUN
fcis-13814	96	10	of	of	ADP
fcis-13814	96	11	disease	disease	NOUN
fcis-13814	96	12	based	base	VERB
fcis-13814	96	13	on	on	ADP
fcis-13814	96	14	the	the	DET
fcis-13814	96	15	initial	initial	ADJ
fcis-13814	96	16	symptoms	symptom	NOUN
fcis-13814	96	17	raised	raise	VERB
fcis-13814	96	18	by	by	ADP
fcis-13814	96	19	the	the	DET
fcis-13814	96	20	patient	patient	NOUN
fcis-13814	96	21	and	and	CCONJ
fcis-13814	96	22	the	the	DET
fcis-13814	96	23	symptom	symptom	NOUN
fcis-13814	96	24	information	information	NOUN
fcis-13814	96	25	obtained	obtain	VERB
fcis-13814	96	26	through	through	ADP
fcis-13814	96	27	communication	communication	NOUN
fcis-13814	96	28	(	(	PUNCT
fcis-13814	96	29	4	4	NUM
fcis-13814	96	30	)	)	PUNCT
fcis-13814	96	31	wherein	wherein	ADJ
fcis-13814	96	32	step	step	NOUN
fcis-13814	96	33	(	(	PUNCT
fcis-13814	96	34	2	2	X
fcis-13814	96	35	)	)	PUNCT
fcis-13814	96	36	is	be	AUX
fcis-13814	96	37	the	the	DET
fcis-13814	96	38	symptom	symptom	NOUN
fcis-13814	96	39	screening	screening	NOUN
fcis-13814	96	40	process	process	NOUN
fcis-13814	96	41	,	,	PUNCT
fcis-13814	96	42	it	it	PRON
fcis-13814	96	43	is	be	AUX
fcis-13814	96	44	aimed	aim	VERB
fcis-13814	96	45	to	to	PART
fcis-13814	96	46	select	select	VERB
fcis-13814	96	47	the	the	DET
fcis-13814	96	48	most	most	ADV
fcis-13814	96	49	appropriate	appropriate	ADJ
fcis-13814	96	50	symptom	symptom	NOUN
fcis-13814	96	51	to	to	PART
fcis-13814	96	52	minimize	minimize	VERB
fcis-13814	96	53	the	the	DET
fcis-13814	96	54	number	number	NOUN
fcis-13814	96	55	of	of	ADP
fcis-13814	96	56	rounds	round	NOUN
fcis-13814	96	57	of	of	ADP
fcis-13814	96	58	dialogue	dialogue	NOUN
fcis-13814	96	59	and	and	CCONJ
fcis-13814	96	60	provide	provide	VERB
fcis-13814	96	61	more	more	ADJ
fcis-13814	96	62	basis	basis	NOUN
fcis-13814	96	63	for	for	ADP
fcis-13814	96	64	the	the	DET
fcis-13814	96	65	final	final	ADJ
fcis-13814	96	66	judgment	judgment	NOUN
fcis-13814	96	67	.	.	PUNCT
fcis-13814	97	1	step	step	NOUN
fcis-13814	97	2	(	(	PUNCT
fcis-13814	97	3	3	3	X
fcis-13814	97	4	)	)	PUNCT
fcis-13814	97	5	can	can	AUX
fcis-13814	97	6	be	be	AUX
fcis-13814	97	7	considered	consider	VERB
fcis-13814	97	8	as	as	ADP
fcis-13814	97	9	a	a	DET
fcis-13814	97	10	classification	classification	NOUN
fcis-13814	97	11	task	task	NOUN
fcis-13814	97	12	,	,	PUNCT
fcis-13814	97	13	the	the	DET
fcis-13814	97	14	disease	disease	NOUN
fcis-13814	97	15	diagnosis	diagnosis	NOUN
fcis-13814	97	16	algorithm	algorithm	NOUN
fcis-13814	97	17	utilizes	utilize	VERB
fcis-13814	97	18	the	the	DET
fcis-13814	97	19	differences	difference	NOUN
fcis-13814	97	20	between	between	ADP
fcis-13814	97	21	symptom	symptom	NOUN
fcis-13814	97	22	’s	’s	PART
fcis-13814	97	23	data	data	NOUN
fcis-13814	97	24	sets	set	NOUN
fcis-13814	97	25	of	of	ADP
fcis-13814	97	26	various	various	ADJ
fcis-13814	97	27	diseases	disease	NOUN
fcis-13814	97	28	to	to	PART
fcis-13814	97	29	select	select	VERB
fcis-13814	97	30	symptom	symptom	NOUN
fcis-13814	97	31	options	option	NOUN
fcis-13814	97	32	that	that	PRON
fcis-13814	97	33	can	can	AUX
fcis-13814	97	34	relatively	relatively	ADV
fcis-13814	97	35	distinguish	distinguish	VERB
fcis-13814	97	36	these	these	DET
fcis-13814	97	37	diseases	disease	NOUN
fcis-13814	97	38	in	in	ADP
fcis-13814	97	39	batches	batch	NOUN
fcis-13814	97	40	and	and	CCONJ
fcis-13814	97	41	rounds	round	NOUN
fcis-13814	97	42	.	.	PUNCT
fcis-13814	98	1	it	it	PRON
fcis-13814	98	2	has	have	VERB
fcis-13814	98	3	the	the	DET
fcis-13814	98	4	characteristic	characteristic	NOUN
fcis-13814	98	5	of	of	ADP
fcis-13814	98	6	high	high	ADJ
fcis-13814	98	7	screening	screening	NOUN
fcis-13814	98	8	efficiency	efficiency	NOUN
fcis-13814	98	9	.	.	PUNCT
fcis-13814	99	1	finally	finally	ADV
fcis-13814	99	2	,	,	PUNCT
fcis-13814	99	3	it	it	PRON
fcis-13814	99	4	is	be	AUX
fcis-13814	99	5	necessary	necessary	ADJ
fcis-13814	99	6	to	to	PART
fcis-13814	99	7	confirmed	confirm	VERB
fcis-13814	99	8	updating	update	VERB
fcis-13814	99	9	the	the	DET
fcis-13814	99	10	list	list	NOUN
fcis-13814	99	11	of	of	ADP
fcis-13814	99	12	diseases	disease	NOUN
fcis-13814	99	13	dynamically	dynamically	ADV
fcis-13814	99	14	in	in	ADP
fcis-13814	99	15	order	order	NOUN
fcis-13814	99	16	to	to	PART
fcis-13814	99	17	determine	determine	VERB
fcis-13814	99	18	whether	whether	SCONJ
fcis-13814	99	19	the	the	DET
fcis-13814	99	20	known	know	VERB
fcis-13814	99	21	symptom	symptom	NOUN
fcis-13814	99	22	information	information	NOUN
fcis-13814	99	23	is	be	AUX
fcis-13814	99	24	sufficient	sufficient	ADJ
fcis-13814	99	25	to	to	PART
fcis-13814	99	26	support	support	VERB
fcis-13814	99	27	diagnostic	diagnostic	ADJ
fcis-13814	99	28	decisions	decision	NOUN
fcis-13814	99	29	,	,	PUNCT
fcis-13814	99	30	this	this	PRON
fcis-13814	99	31	is	be	AUX
fcis-13814	99	32	to	to	PART
fcis-13814	99	33	support	support	VERB
fcis-13814	99	34	whether	whether	SCONJ
fcis-13814	99	35	the	the	DET
fcis-13814	99	36	intelligence	intelligence	NOUN
fcis-13814	99	37	diagnosis	diagnosis	NOUN
fcis-13814	99	38	system	system	NOUN
fcis-13814	99	39	could	could	AUX
fcis-13814	99	40	provide	provide	VERB
fcis-13814	99	41	final	final	ADJ
fcis-13814	99	42	diagnose	diagnose	NOUN
fcis-13814	99	43	directly	directly	ADV
fcis-13814	99	44	or	or	CCONJ
fcis-13814	99	45	11	11	NUM
fcis-13814	99	46	continue	continue	VERB
fcis-13814	99	47	running	run	VERB
fcis-13814	99	48	the	the	DET
fcis-13814	99	49	symptom	symptom	NOUN
fcis-13814	99	50	screening	screen	VERB
fcis-13814	99	51	algorithm	algorithm	NOUN
fcis-13814	99	52	to	to	PART
fcis-13814	99	53	obtain	obtain	VERB
fcis-13814	99	54	additional	additional	ADJ
fcis-13814	99	55	symptom	symptom	NOUN
fcis-13814	99	56	information	information	NOUN
fcis-13814	99	57	.	.	PUNCT
fcis-13814	100	1	this	this	PRON
fcis-13814	100	2	organically	organically	ADV
fcis-13814	100	3	combines	combine	VERB
fcis-13814	100	4	disease	disease	NOUN
fcis-13814	100	5	diagnosis	diagnosis	NOUN
fcis-13814	100	6	algorithm	algorithm	NOUN
fcis-13814	100	7	and	and	CCONJ
fcis-13814	100	8	symptom	symptom	NOUN
fcis-13814	100	9	screening	screen	VERB
fcis-13814	100	10	algorithm	algorithm	NOUN
fcis-13814	100	11	,	,	PUNCT
fcis-13814	100	12	achieving	achieve	VERB
fcis-13814	100	13	the	the	DET
fcis-13814	100	14	entire	entire	ADJ
fcis-13814	100	15	process	process	NOUN
fcis-13814	100	16	of	of	ADP
fcis-13814	100	17	intelligent	intelligent	ADJ
fcis-13814	100	18	diagnosis	diagnosis	NOUN
fcis-13814	100	19	.	.	PUNCT
fcis-13814	101	1	input	input	NOUN
fcis-13814	101	2	:	:	PUNCT
fcis-13814	101	3	the	the	DET
fcis-13814	101	4	positive	positive	ADJ
fcis-13814	101	5	symptom	symptom	NOUN
fcis-13814	101	6	set	set	NOUN
fcis-13814	101	7	is	be	AUX
fcis-13814	101	8	s+	s+	NUM
fcis-13814	101	9	,	,	PUNCT
fcis-13814	101	10	the	the	DET
fcis-13814	101	11	negative	negative	ADJ
fcis-13814	101	12	symptom	symptom	NOUN
fcis-13814	101	13	set	set	VERB
fcis-13814	101	14	is	be	AUX
fcis-13814	101	15	s-	s-	X
fcis-13814	101	16	,	,	PUNCT
fcis-13814	101	17	and	and	CCONJ
fcis-13814	101	18	the	the	DET
fcis-13814	101	19	disease	disease	NOUN
fcis-13814	101	20	set	set	VERB
fcis-13814	101	21	to	to	PART
fcis-13814	101	22	be	be	AUX
fcis-13814	101	23	confirmed	confirm	VERB
fcis-13814	101	24	is	be	AUX
fcis-13814	101	25	d0	d0	NOUN
fcis-13814	101	26	output	output	NOUN
fcis-13814	101	27	:	:	PUNCT
fcis-13814	101	28	symptom	symptom	NOUN
fcis-13814	101	29	s	s	PART
fcis-13814	101	30	1	1	NUM
fcis-13814	101	31	.	.	PUNCT
fcis-13814	101	32	calculate	calculate	VERB
fcis-13814	101	33	the	the	DET
fcis-13814	101	34	probability	probability	NOUN
fcis-13814	101	35	of	of	ADP
fcis-13814	101	36	each	each	DET
fcis-13814	101	37	disease	disease	NOUN
fcis-13814	101	38	d0	d0	NOUN
fcis-13814	101	39	under	under	ADP
fcis-13814	101	40	the	the	DET
fcis-13814	101	41	conditions	condition	NOUN
fcis-13814	101	42	of	of	ADP
fcis-13814	101	43	known	know	VERB
fcis-13814	101	44	positive	positive	ADJ
fcis-13814	101	45	symptom	symptom	NOUN
fcis-13814	101	46	set	set	VERB
fcis-13814	101	47	s+	s+	PUNCT
fcis-13814	101	48	and	and	CCONJ
fcis-13814	101	49	negative	negative	ADJ
fcis-13814	101	50	symptom	symptom	NOUN
fcis-13814	101	51	set	set	VERB
fcis-13814	101	52	s-	s-	X
fcis-13814	101	53	,	,	PUNCT
fcis-13814	101	54	and	and	CCONJ
fcis-13814	101	55	sort	sort	VERB
fcis-13814	101	56	it	it	PRON
fcis-13814	101	57	in	in	ADP
fcis-13814	101	58	descending	descend	VERB
fcis-13814	101	59	order	order	NOUN
fcis-13814	101	60	of	of	ADP
fcis-13814	101	61	probability	probability	NOUN
fcis-13814	101	62	,	,	PUNCT
fcis-13814	101	63	with	with	ADP
fcis-13814	101	64	a	a	DET
fcis-13814	101	65	length	length	NOUN
fcis-13814	101	66	of	of	ADP
fcis-13814	101	67	d0	d0	NOUN
fcis-13814	101	68	=	=	SYM
fcis-13814	101	69	m0	m0	PROPN
fcis-13814	101	70	.	.	PUNCT
fcis-13814	102	1	2	2	X
fcis-13814	102	2	.	.	X
fcis-13814	102	3	take	take	VERB
fcis-13814	102	4	the	the	DET
fcis-13814	102	5	union	union	NOUN
fcis-13814	102	6	of	of	ADP
fcis-13814	102	7	the	the	DET
fcis-13814	102	8	symptom	symptom	NOUN
fcis-13814	102	9	sets	set	NOUN
fcis-13814	102	10	of	of	ADP
fcis-13814	102	11	the	the	DET
fcis-13814	102	12	top	top	ADJ
fcis-13814	102	13	m	m	NOUN
fcis-13814	102	14	diseases	disease	NOUN
fcis-13814	102	15	in	in	ADP
fcis-13814	102	16	set	set	NOUN
fcis-13814	102	17	d0	d0	NOUN
fcis-13814	102	18	,	,	PUNCT
fcis-13814	102	19	and	and	CCONJ
fcis-13814	102	20	define	define	VERB
fcis-13814	102	21	this	this	DET
fcis-13814	102	22	union	union	NOUN
fcis-13814	102	23	as	as	ADP
fcis-13814	102	24	set	set	VERB
fcis-13814	102	25	su	su	PROPN
fcis-13814	102	26	,	,	PUNCT
fcis-13814	102	27	with	with	ADP
fcis-13814	102	28	da	da	PROPN
fcis-13814	102	29	as	as	SCONJ
fcis-13814	102	30	the	the	DET
fcis-13814	102	31	set	set	NOUN
fcis-13814	102	32	of	of	ADP
fcis-13814	102	33	m	m	PROPN
fcis-13814	102	34	diseases	disease	NOUN
fcis-13814	102	35	merged	merge	VERB
fcis-13814	102	36	.	.	PUNCT
fcis-13814	103	1	the	the	DET
fcis-13814	103	2	constraint	constraint	NOUN
fcis-13814	103	3	condition	condition	NOUN
fcis-13814	103	4	is	be	AUX
fcis-13814	103	5	:	:	PUNCT
fcis-13814	103	6	(	(	PUNCT
fcis-13814	103	7	1	1	X
fcis-13814	103	8	)	)	PUNCT
fcis-13814	103	9	the	the	DET
fcis-13814	103	10	union	union	PROPN
fcis-13814	103	11	su	su	PROPN
fcis-13814	103	12	of	of	ADP
fcis-13814	103	13	symptoms	symptom	NOUN
fcis-13814	103	14	can	can	AUX
fcis-13814	103	15	not	not	PART
fcis-13814	103	16	be	be	AUX
fcis-13814	103	17	a	a	DET
fcis-13814	103	18	complete	complete	ADJ
fcis-13814	103	19	set	set	NOUN
fcis-13814	103	20	.	.	PUNCT
fcis-13814	104	1	(	(	PUNCT
fcis-13814	104	2	2	2	X
fcis-13814	104	3	)	)	PUNCT
fcis-13814	104	4	the	the	DET
fcis-13814	104	5	number	number	NOUN
fcis-13814	104	6	of	of	ADP
fcis-13814	104	7	m	m	PROPN
fcis-13814	104	8	can	can	AUX
fcis-13814	104	9	only	only	ADV
fcis-13814	104	10	be	be	AUX
fcis-13814	104	11	less	less	ADJ
fcis-13814	104	12	than	than	ADP
fcis-13814	104	13	or	or	CCONJ
fcis-13814	104	14	equal	equal	ADJ
fcis-13814	104	15	to	to	ADP
fcis-13814	104	16	the	the	DET
fcis-13814	104	17	half	half	NOUN
fcis-13814	104	18	of	of	ADP
fcis-13814	104	19	the	the	DET
fcis-13814	104	20	number	number	NOUN
fcis-13814	104	21	of	of	ADP
fcis-13814	104	22	diseases	disease	NOUN
fcis-13814	104	23	m0	m0	NOUN
fcis-13814	104	24	in	in	ADP
fcis-13814	104	25	the	the	DET
fcis-13814	104	26	set	set	NOUN
fcis-13814	104	27	d0	d0	NOUN
fcis-13814	104	28	.	.	PUNCT
fcis-13814	105	1	(	(	PUNCT
fcis-13814	105	2	3	3	X
fcis-13814	105	3	)	)	PUNCT
fcis-13814	105	4	under	under	ADP
fcis-13814	105	5	the	the	DET
fcis-13814	105	6	condition	condition	NOUN
fcis-13814	105	7	of	of	ADP
fcis-13814	105	8	b	b	NOUN
fcis-13814	105	9	,	,	PUNCT
fcis-13814	105	10	choose	choose	VERB
fcis-13814	105	11	the	the	DET
fcis-13814	105	12	maximum	maximum	ADJ
fcis-13814	105	13	value	value	NOUN
fcis-13814	105	14	of	of	ADP
fcis-13814	105	15	m	m	PRON
fcis-13814	105	16	as	as	ADV
fcis-13814	105	17	much	much	ADV
fcis-13814	105	18	as	as	ADP
fcis-13814	105	19	possible	possible	ADJ
fcis-13814	105	20	.	.	PUNCT
fcis-13814	106	1	3	3	X
fcis-13814	106	2	.	.	PUNCT
fcis-13814	106	3	based	base	VERB
fcis-13814	106	4	on	on	ADP
fcis-13814	106	5	the	the	DET
fcis-13814	106	6	m	m	PROPN
fcis-13814	106	7	diseases	disease	NOUN
fcis-13814	106	8	selected	select	VERB
fcis-13814	106	9	in	in	ADP
fcis-13814	106	10	the	the	DET
fcis-13814	106	11	second	second	ADJ
fcis-13814	106	12	step	step	NOUN
fcis-13814	106	13	,	,	PUNCT
fcis-13814	106	14	construct	construct	VERB
fcis-13814	106	15	a	a	DET
fcis-13814	106	16	set	set	NOUN
fcis-13814	106	17	da	da	NOUN
fcis-13814	106	18	;	;	PUNCT
fcis-13814	106	19	remove	remove	VERB
fcis-13814	106	20	da	da	NOUN
fcis-13814	106	21	from	from	ADP
fcis-13814	106	22	set	set	VERB
fcis-13814	106	23	d0	d0	NOUN
fcis-13814	106	24	to	to	PART
fcis-13814	106	25	obtain	obtain	VERB
fcis-13814	106	26	set	set	VERB
fcis-13814	106	27	db	db	PROPN
fcis-13814	106	28	,	,	PUNCT
fcis-13814	106	29	where	where	SCONJ
fcis-13814	106	30	db	db	VERB
fcis-13814	106	31	=	=	NOUN
fcis-13814	106	32	d0da	d0da	PUNCT
fcis-13814	106	33	.	.	PUNCT
fcis-13814	107	1	for	for	ADP
fcis-13814	107	2	the	the	DET
fcis-13814	107	3	set	set	PROPN
fcis-13814	107	4	db	db	PROPN
fcis-13814	107	5	,	,	PUNCT
fcis-13814	107	6	find	find	VERB
fcis-13814	107	7	the	the	DET
fcis-13814	107	8	maximum	maximum	ADJ
fcis-13814	107	9	intersection	intersection	NOUN
fcis-13814	107	10	of	of	ADP
fcis-13814	107	11	the	the	DET
fcis-13814	107	12	symptom	symptom	NOUN
fcis-13814	107	13	sets	set	NOUN
fcis-13814	107	14	of	of	ADP
fcis-13814	107	15	n	n	DET
fcis-13814	107	16	diseases	disease	NOUN
fcis-13814	107	17	,	,	PUNCT
fcis-13814	107	18	denoted	denote	VERB
fcis-13814	107	19	as	as	ADP
fcis-13814	107	20	s∩	s∩	PROPN
fcis-13814	107	21	。	。	X
fcis-13814	107	22	the	the	DET
fcis-13814	107	23	constraint	constraint	NOUN
fcis-13814	107	24	condition	condition	NOUN
fcis-13814	107	25	is	be	AUX
fcis-13814	107	26	:	:	PUNCT
fcis-13814	107	27	(	(	PUNCT
fcis-13814	107	28	1	1	X
fcis-13814	107	29	)	)	PUNCT
fcis-13814	107	30	the	the	DET
fcis-13814	107	31	selected	select	VERB
fcis-13814	107	32	n	n	NOUN
fcis-13814	107	33	diseases	disease	NOUN
fcis-13814	107	34	and	and	CCONJ
fcis-13814	107	35	their	their	PRON
fcis-13814	107	36	symptom	symptom	NOUN
fcis-13814	107	37	intersection	intersection	NOUN
fcis-13814	107	38	s∩	s∩	NOUN
fcis-13814	107	39	is	be	AUX
fcis-13814	107	40	not	not	PART
fcis-13814	107	41	an	an	DET
fcis-13814	107	42	empty	empty	ADJ
fcis-13814	107	43	set	set	NOUN
fcis-13814	107	44	.	.	PUNCT
fcis-13814	108	1	(	(	PUNCT
fcis-13814	108	2	2	2	X
fcis-13814	108	3	)	)	PUNCT
fcis-13814	108	4	choose	choose	VERB
fcis-13814	108	5	as	as	ADV
fcis-13814	108	6	many	many	ADJ
fcis-13814	108	7	diseases	disease	NOUN
fcis-13814	108	8	as	as	ADP
fcis-13814	108	9	possible	possible	ADJ
fcis-13814	108	10	.	.	PUNCT
fcis-13814	109	1	therefore	therefore	ADV
fcis-13814	109	2	,	,	PUNCT
fcis-13814	109	3	when	when	SCONJ
fcis-13814	109	4	the	the	DET
fcis-13814	109	5	symptom	symptom	NOUN
fcis-13814	109	6	sets	set	NOUN
fcis-13814	109	7	of	of	ADP
fcis-13814	109	8	each	each	DET
fcis-13814	109	9	disease	disease	NOUN
fcis-13814	109	10	in	in	ADP
fcis-13814	109	11	the	the	DET
fcis-13814	109	12	set	set	NOUN
fcis-13814	109	13	db	db	PART
fcis-13814	109	14	do	do	AUX
fcis-13814	109	15	not	not	PART
fcis-13814	109	16	intersect	intersect	VERB
fcis-13814	109	17	with	with	ADP
fcis-13814	109	18	each	each	DET
fcis-13814	109	19	other	other	ADJ
fcis-13814	109	20	,	,	PUNCT
fcis-13814	109	21	we	we	PRON
fcis-13814	109	22	can	can	AUX
fcis-13814	109	23	choose	choose	VERB
fcis-13814	109	24	any	any	DET
fcis-13814	109	25	symptom	symptom	NOUN
fcis-13814	109	26	set	set	NOUN
fcis-13814	109	27	of	of	ADP
fcis-13814	109	28	the	the	DET
fcis-13814	109	29	disease	disease	NOUN
fcis-13814	109	30	as	as	ADP
fcis-13814	109	31	s∩	s∩	NOUN
fcis-13814	109	32	4	4	NUM
fcis-13814	109	33	.	.	PUNCT
fcis-13814	110	1	the	the	DET
fcis-13814	110	2	difference	difference	NOUN
fcis-13814	110	3	between	between	ADP
fcis-13814	110	4	the	the	DET
fcis-13814	110	5	symptom	symptom	NOUN
fcis-13814	110	6	sets	set	VERB
fcis-13814	110	7	s∩	s∩	NOUN
fcis-13814	110	8	and	and	CCONJ
fcis-13814	110	9	s∪	s∪	PROPN
fcis-13814	110	10	is	be	AUX
fcis-13814	110	11	marked	mark	VERB
fcis-13814	110	12	as	as	ADP
fcis-13814	110	13	s.	s.	PROPN
fcis-13814	110	14	5	5	NUM
fcis-13814	110	15	.	.	PUNCT
fcis-13814	110	16	select	select	VERB
fcis-13814	110	17	the	the	DET
fcis-13814	110	18	symptom	symptom	NOUN
fcis-13814	110	19	s	s	NOUN
fcis-13814	110	20	with	with	ADP
fcis-13814	110	21	the	the	DET
fcis-13814	110	22	highest	high	ADJ
fcis-13814	110	23	probability	probability	NOUN
fcis-13814	110	24	from	from	ADP
fcis-13814	110	25	s0	s0	PROPN
fcis-13814	110	26	.	.	PUNCT
fcis-13814	111	1	input	input	NOUN
fcis-13814	111	2	:	:	PUNCT
fcis-13814	111	3	self	self	NOUN
fcis-13814	111	4	diagnosis	diagnosis	NOUN
fcis-13814	111	5	description	description	NOUN
fcis-13814	111	6	output	output	NOUN
fcis-13814	111	7	:	:	PUNCT
fcis-13814	111	8	diagnosis	diagnosis	NOUN
fcis-13814	111	9	of	of	ADP
fcis-13814	111	10	diseases	disease	NOUN
fcis-13814	111	11	1	1	NUM
fcis-13814	111	12	.	.	PUNCT
fcis-13814	111	13	extract	extract	VERB
fcis-13814	111	14	positive	positive	ADJ
fcis-13814	111	15	and	and	CCONJ
fcis-13814	111	16	negative	negative	ADJ
fcis-13814	111	17	symptom	symptom	NOUN
fcis-13814	111	18	sets	set	NOUN
fcis-13814	111	19	,	,	PUNCT
fcis-13814	111	20	namely	namely	ADV
fcis-13814	111	21	s+	s+	ADV
fcis-13814	111	22	and	and	CCONJ
fcis-13814	111	23	s-	s-	X
fcis-13814	111	24	,	,	PUNCT
fcis-13814	111	25	from	from	ADP
fcis-13814	111	26	the	the	DET
fcis-13814	111	27	patience	patience	NOUN
fcis-13814	111	28	’s	’s	PART
fcis-13814	111	29	description	description	NOUN
fcis-13814	111	30	.	.	PUNCT
fcis-13814	112	1	2	2	X
fcis-13814	112	2	.	.	X
fcis-13814	112	3	update	update	VERB
fcis-13814	112	4	the	the	DET
fcis-13814	112	5	list	list	NOUN
fcis-13814	112	6	of	of	ADP
fcis-13814	112	7	confirmed	confirm	VERB
fcis-13814	112	8	diseases	disease	NOUN
fcis-13814	112	9	d0	d0	NOUN
fcis-13814	112	10	based	base	VERB
fcis-13814	112	11	on	on	ADP
fcis-13814	112	12	s+	s+	ADV
fcis-13814	112	13	and	and	CCONJ
fcis-13814	112	14	s-	s-	X
fcis-13814	112	15	.	.	PUNCT
fcis-13814	113	1	if	if	SCONJ
fcis-13814	113	2	there	there	PRON
fcis-13814	113	3	are	be	VERB
fcis-13814	113	4	multiple	multiple	ADJ
fcis-13814	113	5	diseases	disease	NOUN
fcis-13814	113	6	in	in	ADP
fcis-13814	113	7	d0	d0	NOUN
fcis-13814	113	8	,	,	PUNCT
fcis-13814	113	9	symptom	symptom	NOUN
fcis-13814	113	10	screening	screening	NOUN
fcis-13814	113	11	is	be	AUX
fcis-13814	113	12	required	require	VERB
fcis-13814	113	13	to	to	PART
fcis-13814	113	14	select	select	VERB
fcis-13814	113	15	one	one	NUM
fcis-13814	113	16	symptom	symptom	NOUN
fcis-13814	113	17	s	s	NOUN
fcis-13814	113	18	that	that	PRON
fcis-13814	113	19	has	have	AUX
fcis-13814	113	20	not	not	PART
fcis-13814	113	21	been	be	AUX
fcis-13814	113	22	inquired	inquire	VERB
fcis-13814	113	23	about	about	ADP
fcis-13814	113	24	.	.	PUNCT
fcis-13814	114	1	if	if	SCONJ
fcis-13814	114	2	the	the	DET
fcis-13814	114	3	length	length	NOUN
fcis-13814	114	4	of	of	ADP
fcis-13814	114	5	d0	d0	NOUN
fcis-13814	114	6	is	be	AUX
fcis-13814	114	7	less	less	ADJ
fcis-13814	114	8	than	than	ADP
fcis-13814	114	9	or	or	CCONJ
fcis-13814	114	10	equal	equal	ADJ
fcis-13814	114	11	to	to	ADP
fcis-13814	114	12	1	1	NUM
fcis-13814	114	13	,	,	PUNCT
fcis-13814	114	14	the	the	DET
fcis-13814	114	15	result	result	NOUN
fcis-13814	114	16	will	will	AUX
fcis-13814	114	17	be	be	AUX
fcis-13814	114	18	directly	directly	ADV
fcis-13814	114	19	classified	classify	VERB
fcis-13814	114	20	and	and	CCONJ
fcis-13814	114	21	output	output	NOUN
fcis-13814	114	22	.	.	PUNCT
fcis-13814	115	1	3	3	X
fcis-13814	115	2	.	.	X
fcis-13814	115	3	ask	ask	VERB
fcis-13814	115	4	the	the	DET
fcis-13814	115	5	patient	patient	NOUN
fcis-13814	115	6	if	if	SCONJ
fcis-13814	115	7	there	there	PRON
fcis-13814	115	8	are	be	VERB
fcis-13814	115	9	symptoms	symptom	NOUN
fcis-13814	115	10	s	s	AUX
fcis-13814	115	11	selected	select	VERB
fcis-13814	115	12	by	by	ADP
fcis-13814	115	13	the	the	DET
fcis-13814	115	14	screening	screening	NOUN
fcis-13814	115	15	algorithm	algorithm	NOUN
fcis-13814	115	16	。	。	PROPN
fcis-13814	115	17	4	4	NUM
fcis-13814	115	18	.	.	PUNCT
fcis-13814	115	19	based	base	VERB
fcis-13814	115	20	on	on	ADP
fcis-13814	115	21	the	the	DET
fcis-13814	115	22	patient	patient	NOUN
fcis-13814	115	23	's	's	PART
fcis-13814	115	24	response	response	NOUN
fcis-13814	115	25	,	,	PUNCT
fcis-13814	115	26	update	update	NOUN
fcis-13814	115	27	s+and	s+and	NOUN
fcis-13814	115	28	s	s	NOUN
fcis-13814	115	29	-	-	PUNCT
fcis-13814	115	30	,	,	PUNCT
fcis-13814	115	31	and	and	CCONJ
fcis-13814	115	32	then	then	ADV
fcis-13814	115	33	repeat	repeat	VERB
fcis-13814	115	34	step	step	NOUN
fcis-13814	115	35	2	2	NUM
fcis-13814	115	36	.	.	NOUN
fcis-13814	115	37	5	5	NUM
fcis-13814	115	38	.	.	PUNCT
fcis-13814	115	39	based	base	VERB
fcis-13814	115	40	on	on	ADP
fcis-13814	115	41	s+	s+	ADV
fcis-13814	115	42	and	and	CCONJ
fcis-13814	115	43	s-	s-	X
fcis-13814	115	44	,	,	PUNCT
fcis-13814	115	45	use	use	VERB
fcis-13814	115	46	naive	naive	ADJ
fcis-13814	115	47	bayesian	bayesian	NOUN
fcis-13814	115	48	classification	classification	NOUN
fcis-13814	115	49	methods	method	NOUN
fcis-13814	115	50	for	for	ADP
fcis-13814	115	51	classification	classification	NOUN
fcis-13814	115	52	and	and	CCONJ
fcis-13814	115	53	output	output	VERB
fcis-13814	115	54	the	the	DET
fcis-13814	115	55	final	final	ADJ
fcis-13814	115	56	diagnostic	diagnostic	ADJ
fcis-13814	115	57	results	result	NOUN
fcis-13814	115	58	.	.	PUNCT
fcis-13814	116	1	based	base	VERB
fcis-13814	116	2	on	on	ADP
fcis-13814	116	3	the	the	DET
fcis-13814	116	4	above	above	ADJ
fcis-13814	116	5	assumptions	assumption	NOUN
fcis-13814	116	6	,	,	PUNCT
fcis-13814	116	7	we	we	PRON
fcis-13814	116	8	can	can	AUX
fcis-13814	116	9	improve	improve	VERB
fcis-13814	116	10	the	the	DET
fcis-13814	116	11	process	process	NOUN
fcis-13814	116	12	of	of	ADP
fcis-13814	116	13	disease	disease	NOUN
fcis-13814	116	14	diagnosis	diagnosis	NOUN
fcis-13814	116	15	algorithms	algorithm	NOUN
fcis-13814	116	16	,	,	PUNCT
fcis-13814	116	17	as	as	SCONJ
fcis-13814	116	18	shown	show	VERB
fcis-13814	116	19	in	in	ADP
fcis-13814	116	20	figure	figure	NOUN
fcis-13814	116	21	3	3	NUM
fcis-13814	116	22	.	.	PUNCT
fcis-13814	116	23	fig	fig	NOUN
fcis-13814	116	24	3	3	NUM
fcis-13814	116	25	.	.	PUNCT
fcis-13814	117	1	the	the	DET
fcis-13814	117	2	process	process	NOUN
fcis-13814	117	3	of	of	ADP
fcis-13814	117	4	disease	disease	NOUN
fcis-13814	117	5	diagnosis	diagnosis	NOUN
fcis-13814	117	6	algorithm	algorithm	NOUN
fcis-13814	117	7	the	the	DET
fcis-13814	117	8	process	process	NOUN
fcis-13814	117	9	of	of	ADP
fcis-13814	117	10	this	this	DET
fcis-13814	117	11	algorithm	algorithm	NOUN
fcis-13814	117	12	is	be	AUX
fcis-13814	117	13	divided	divide	VERB
fcis-13814	117	14	into	into	ADP
fcis-13814	117	15	the	the	DET
fcis-13814	117	16	following	follow	VERB
fcis-13814	117	17	steps	step	NOUN
fcis-13814	117	18	:	:	PUNCT
fcis-13814	117	19	1	1	X
fcis-13814	117	20	.	.	PUNCT
fcis-13814	117	21	based	base	VERB
fcis-13814	117	22	on	on	ADP
fcis-13814	117	23	the	the	DET
fcis-13814	117	24	patience	patience	NOUN
fcis-13814	117	25	's	's	PART
fcis-13814	117	26	self	self	NOUN
fcis-13814	117	27	-	-	PUNCT
fcis-13814	117	28	description	description	NOUN
fcis-13814	117	29	,	,	PUNCT
fcis-13814	117	30	extract	extract	VERB
fcis-13814	117	31	the	the	DET
fcis-13814	117	32	positive	positive	ADJ
fcis-13814	117	33	symptom	symptom	NOUN
fcis-13814	117	34	set	set	VERB
fcis-13814	117	35	s+and	s+and	CCONJ
fcis-13814	117	36	negative	negative	ADJ
fcis-13814	117	37	symptom	symptom	NOUN
fcis-13814	117	38	set	set	VERB
fcis-13814	117	39	s-	s-	X
fcis-13814	117	40	,	,	PUNCT
fcis-13814	117	41	and	and	CCONJ
fcis-13814	117	42	store	store	VERB
fcis-13814	117	43	the	the	DET
fcis-13814	117	44	existing	exist	VERB
fcis-13814	117	45	symptoms	symptom	NOUN
fcis-13814	117	46	of	of	ADP
fcis-13814	117	47	the	the	DET
fcis-13814	117	48	patience	patience	NOUN
fcis-13814	117	49	in	in	ADP
fcis-13814	117	50	s+	s+	ADV
fcis-13814	117	51	,	,	PUNCT
fcis-13814	117	52	and	and	CCONJ
fcis-13814	117	53	the	the	DET
fcis-13814	117	54	non	non	ADJ
fcis-13814	117	55	-	-	ADJ
fcis-13814	117	56	existent	existent	ADJ
fcis-13814	117	57	symptoms	symptom	NOUN
fcis-13814	117	58	in	in	ADP
fcis-13814	117	59	s-	s-	X
fcis-13814	117	60	.	.	PUNCT
fcis-13814	118	1	2	2	X
fcis-13814	118	2	.	.	X
fcis-13814	118	3	update	update	VERB
fcis-13814	118	4	the	the	DET
fcis-13814	118	5	list	list	NOUN
fcis-13814	118	6	of	of	ADP
fcis-13814	118	7	confirmed	confirm	VERB
fcis-13814	118	8	diseases	disease	NOUN
fcis-13814	118	9	d0	d0	NOUN
fcis-13814	118	10	based	base	VERB
fcis-13814	118	11	on	on	ADP
fcis-13814	118	12	s+and	s+and	ADP
fcis-13814	119	1	s-	s-	X
fcis-13814	119	2	.	.	PUNCT
fcis-13814	120	1	if	if	SCONJ
fcis-13814	120	2	only	only	ADV
fcis-13814	120	3	one	one	NUM
fcis-13814	120	4	disease	disease	NOUN
fcis-13814	120	5	remains	remain	VERB
fcis-13814	120	6	,	,	PUNCT
fcis-13814	120	7	skip	skip	VERB
fcis-13814	120	8	to	to	PART
fcis-13814	120	9	step	step	VERB
fcis-13814	120	10	5	5	NUM
fcis-13814	120	11	.	.	PUNCT
fcis-13814	121	1	otherwise	otherwise	ADV
fcis-13814	121	2	,	,	PUNCT
fcis-13814	121	3	conduct	conduct	VERB
fcis-13814	121	4	symptom	symptom	NOUN
fcis-13814	121	5	screening	screening	NOUN
fcis-13814	121	6	,	,	PUNCT
fcis-13814	121	7	and	and	CCONJ
fcis-13814	121	8	select	select	VERB
fcis-13814	121	9	the	the	DET
fcis-13814	121	10	symptom	symptom	NOUN
fcis-13814	121	11	s	s	NOUN
fcis-13814	121	12	to	to	PART
fcis-13814	121	13	be	be	AUX
fcis-13814	121	14	inquired	inquire	VERB
fcis-13814	121	15	.	.	PUNCT
fcis-13814	122	1	3	3	X
fcis-13814	122	2	.	.	X
fcis-13814	122	3	ask	ask	VERB
fcis-13814	122	4	the	the	DET
fcis-13814	122	5	patience	patience	NOUN
fcis-13814	122	6	if	if	SCONJ
fcis-13814	122	7	there	there	PRON
fcis-13814	122	8	is	be	VERB
fcis-13814	122	9	a	a	DET
fcis-13814	122	10	symptom	symptom	NOUN
fcis-13814	122	11	s.	s.	PROPN
fcis-13814	122	12	4	4	NUM
fcis-13814	122	13	.	.	PUNCT
fcis-13814	122	14	update	update	VERB
fcis-13814	122	15	the	the	DET
fcis-13814	122	16	positive	positive	ADJ
fcis-13814	122	17	symptom	symptom	NOUN
fcis-13814	122	18	set	set	VERB
fcis-13814	122	19	s+and	s+and	CCONJ
fcis-13814	122	20	negative	negative	ADJ
fcis-13814	122	21	symptom	symptom	NOUN
fcis-13814	122	22	set	set	NOUN
fcis-13814	122	23	sbased	sbase	VERB
fcis-13814	122	24	on	on	ADP
fcis-13814	122	25	the	the	DET
fcis-13814	122	26	patience	patience	NOUN
fcis-13814	122	27	's	's	PART
fcis-13814	122	28	response	response	NOUN
fcis-13814	122	29	.	.	PUNCT
fcis-13814	123	1	if	if	SCONJ
fcis-13814	123	2	symptom	symptom	NOUN
fcis-13814	123	3	s	s	PART
fcis-13814	123	4	exists	exist	VERB
fcis-13814	123	5	,	,	PUNCT
fcis-13814	123	6	add	add	VERB
fcis-13814	123	7	it	it	PRON
fcis-13814	123	8	to	to	ADP
fcis-13814	123	9	s+	s+	ADV
fcis-13814	123	10	;	;	PUNCT
fcis-13814	123	11	if	if	SCONJ
fcis-13814	123	12	not	not	PART
fcis-13814	123	13	,	,	PUNCT
fcis-13814	123	14	add	add	VERB
fcis-13814	123	15	it	it	PRON
fcis-13814	123	16	to	to	ADP
fcis-13814	123	17	s-	s-	VERB
fcis-13814	123	18	.	.	PUNCT
fcis-13814	124	1	then	then	ADV
fcis-13814	124	2	return	return	VERB
fcis-13814	124	3	to	to	ADP
fcis-13814	124	4	the	the	DET
fcis-13814	124	5	second	second	ADJ
fcis-13814	124	6	step	step	NOUN
fcis-13814	124	7	.	.	PUNCT
fcis-13814	125	1	5	5	X
fcis-13814	125	2	.	.	X
fcis-13814	125	3	input	input	VERB
fcis-13814	125	4	the	the	DET
fcis-13814	125	5	positive	positive	ADJ
fcis-13814	125	6	symptom	symptom	NOUN
fcis-13814	125	7	set	set	VERB
fcis-13814	125	8	s+and	s+and	CCONJ
fcis-13814	125	9	negative	negative	ADJ
fcis-13814	125	10	symptom	symptom	NOUN
fcis-13814	125	11	set	set	VERB
fcis-13814	125	12	sto	sto	NOUN
fcis-13814	125	13	the	the	DET
fcis-13814	125	14	naive	naive	ADJ
fcis-13814	125	15	bayesian	bayesian	NOUN
fcis-13814	125	16	classification	classification	NOUN
fcis-13814	125	17	module	module	NOUN
fcis-13814	125	18	for	for	ADP
fcis-13814	125	19	classification	classification	NOUN
fcis-13814	125	20	,	,	PUNCT
fcis-13814	125	21	output	output	VERB
fcis-13814	125	22	the	the	DET
fcis-13814	125	23	disease	disease	NOUN
fcis-13814	125	24	with	with	ADP
fcis-13814	125	25	the	the	DET
fcis-13814	125	26	highest	high	ADJ
fcis-13814	125	27	probability	probability	NOUN
fcis-13814	125	28	as	as	ADP
fcis-13814	125	29	the	the	DET
fcis-13814	125	30	diagnostic	diagnostic	ADJ
fcis-13814	125	31	result	result	NOUN
fcis-13814	125	32	,	,	PUNCT
fcis-13814	125	33	and	and	CCONJ
fcis-13814	125	34	output	output	VERB
fcis-13814	125	35	the	the	DET
fcis-13814	125	36	result	result	NOUN
fcis-13814	125	37	.	.	PUNCT
fcis-13814	126	1	algorithm	algorithm	NOUN
fcis-13814	126	2	2	2	NUM
fcis-13814	126	3	:	:	PUNCT
fcis-13814	126	4	disease	disease	NOUN
fcis-13814	126	5	diagnosis	diagnosis	NOUN
fcis-13814	126	6	algorithm	algorithm	NOUN
fcis-13814	126	7	algorithm	algorithm	NOUN
fcis-13814	126	8	1	1	NUM
fcis-13814	126	9	:	:	PUNCT
fcis-13814	126	10	symptom	symptom	NOUN
fcis-13814	126	11	screening	screen	VERB
fcis-13814	126	12	algorithm	algorithm	NOUN
fcis-13814	126	13	12	12	NUM
fcis-13814	126	14	the	the	DET
fcis-13814	126	15	algorithm	algorithm	NOUN
fcis-13814	126	16	is	be	AUX
fcis-13814	126	17	a	a	DET
fcis-13814	126	18	disease	disease	NOUN
fcis-13814	126	19	diagnosis	diagnosis	NOUN
fcis-13814	126	20	algorithm	algorithm	NOUN
fcis-13814	126	21	based	base	VERB
fcis-13814	126	22	on	on	ADP
fcis-13814	126	23	naive	naive	ADJ
fcis-13814	126	24	bayesian	bayesian	NOUN
fcis-13814	126	25	classification[7	classification[7	NOUN
fcis-13814	126	26	]	]	X
fcis-13814	126	27	.	.	PUNCT
fcis-13814	127	1	this	this	DET
fcis-13814	127	2	algorithm	algorithm	NOUN
fcis-13814	127	3	takes	take	VERB
fcis-13814	127	4	naive	naive	ADJ
fcis-13814	127	5	bayesian	bayesian	NOUN
fcis-13814	127	6	classification	classification	NOUN
fcis-13814	127	7	as	as	ADP
fcis-13814	127	8	the	the	DET
fcis-13814	127	9	core	core	ADJ
fcis-13814	127	10	diagnostic	diagnostic	PROPN
fcis-13814	127	11	link	link	NOUN
fcis-13814	127	12	,	,	PUNCT
fcis-13814	127	13	integrates	integrate	VERB
fcis-13814	127	14	symptom	symptom	NOUN
fcis-13814	127	15	inquiry	inquiry	NOUN
fcis-13814	127	16	process	process	NOUN
fcis-13814	127	17	,	,	PUNCT
fcis-13814	127	18	organically	organically	ADV
fcis-13814	127	19	combines	combine	VERB
fcis-13814	127	20	symptom	symptom	NOUN
fcis-13814	127	21	inquiry	inquiry	NOUN
fcis-13814	127	22	and	and	CCONJ
fcis-13814	127	23	disease	disease	NOUN
fcis-13814	127	24	diagnosis	diagnosis	NOUN
fcis-13814	127	25	classification	classification	NOUN
fcis-13814	127	26	,	,	PUNCT
fcis-13814	127	27	and	and	CCONJ
fcis-13814	127	28	realizes	realize	VERB
fcis-13814	127	29	the	the	DET
fcis-13814	127	30	entire	entire	ADJ
fcis-13814	127	31	process	process	NOUN
fcis-13814	127	32	of	of	ADP
fcis-13814	127	33	intelligent	intelligent	ADJ
fcis-13814	127	34	diagnosis	diagnosis	NOUN
fcis-13814	127	35	.	.	PUNCT
fcis-13814	128	1	5	5	X
fcis-13814	128	2	.	.	X
fcis-13814	128	3	evaluation	evaluation	NOUN
fcis-13814	128	4	according	accord	VERB
fcis-13814	128	5	to	to	ADP
fcis-13814	128	6	the	the	DET
fcis-13814	128	7	three	three	NUM
fcis-13814	128	8	steps	step	NOUN
fcis-13814	128	9	of	of	ADP
fcis-13814	128	10	disease	disease	NOUN
fcis-13814	128	11	diagnosis	diagnosis	NOUN
fcis-13814	128	12	and	and	CCONJ
fcis-13814	128	13	their	their	PRON
fcis-13814	128	14	functional	functional	ADJ
fcis-13814	128	15	objectives	objective	NOUN
fcis-13814	128	16	,	,	PUNCT
fcis-13814	128	17	the	the	DET
fcis-13814	128	18	evaluation	evaluation	NOUN
fcis-13814	128	19	indicators	indicator	NOUN
fcis-13814	128	20	for	for	ADP
fcis-13814	128	21	the	the	DET
fcis-13814	128	22	effectiveness	effectiveness	NOUN
fcis-13814	128	23	of	of	ADP
fcis-13814	128	24	disease	disease	NOUN
fcis-13814	128	25	diagnosis	diagnosis	NOUN
fcis-13814	128	26	are	be	AUX
fcis-13814	128	27	diagnostic	diagnostic	ADJ
fcis-13814	128	28	success	success	NOUN
fcis-13814	128	29	rate	rate	NOUN
fcis-13814	128	30	and	and	CCONJ
fcis-13814	128	31	conversation	conversation	NOUN
fcis-13814	128	32	rounds	round	NOUN
fcis-13814	128	33	(	(	PUNCT
fcis-13814	128	34	1	1	X
fcis-13814	128	35	)	)	PUNCT
fcis-13814	128	36	diagnostic	diagnostic	ADJ
fcis-13814	128	37	success	success	NOUN
fcis-13814	128	38	rate	rate	NOUN
fcis-13814	128	39	.	.	PUNCT
fcis-13814	129	1	the	the	DET
fcis-13814	129	2	diagnostic	diagnostic	ADJ
fcis-13814	129	3	success	success	NOUN
fcis-13814	129	4	rate	rate	NOUN
fcis-13814	129	5	is	be	AUX
fcis-13814	129	6	equivalent	equivalent	ADJ
fcis-13814	129	7	to	to	ADP
fcis-13814	129	8	the	the	DET
fcis-13814	129	9	prediction	prediction	NOUN
fcis-13814	129	10	accuracy	accuracy	NOUN
fcis-13814	129	11	in	in	ADP
fcis-13814	129	12	the	the	DET
fcis-13814	129	13	classification	classification	NOUN
fcis-13814	129	14	task	task	NOUN
fcis-13814	129	15	,	,	PUNCT
fcis-13814	129	16	as	as	SCONJ
fcis-13814	129	17	shown	show	VERB
fcis-13814	129	18	in	in	ADP
fcis-13814	129	19	below	below	ADV
fcis-13814	129	20	:	:	PUNCT
fcis-13814	129	21	(	(	PUNCT
fcis-13814	129	22	2	2	X
fcis-13814	129	23	)	)	PUNCT
fcis-13814	129	24	conversation	conversation	NOUN
fcis-13814	129	25	rounds	round	NOUN
fcis-13814	129	26	.	.	PUNCT
fcis-13814	130	1	due	due	ADP
fcis-13814	130	2	to	to	ADP
fcis-13814	130	3	the	the	DET
fcis-13814	130	4	background	background	NOUN
fcis-13814	130	5	of	of	ADP
fcis-13814	130	6	this	this	DET
fcis-13814	130	7	task	task	NOUN
fcis-13814	130	8	being	be	AUX
fcis-13814	130	9	a	a	DET
fcis-13814	130	10	dialogue	dialogue	NOUN
fcis-13814	130	11	system	system	NOUN
fcis-13814	130	12	,	,	PUNCT
fcis-13814	130	13	the	the	DET
fcis-13814	130	14	efficiency	efficiency	NOUN
fcis-13814	130	15	of	of	ADP
fcis-13814	130	16	the	the	DET
fcis-13814	130	17	dialogue	dialogue	NOUN
fcis-13814	130	18	determines	determine	VERB
fcis-13814	130	19	the	the	DET
fcis-13814	130	20	intuitive	intuitive	ADJ
fcis-13814	130	21	performance	performance	NOUN
fcis-13814	130	22	of	of	ADP
fcis-13814	130	23	the	the	DET
fcis-13814	130	24	dialogue	dialogue	NOUN
fcis-13814	130	25	system	system	NOUN
fcis-13814	130	26	,	,	PUNCT
fcis-13814	130	27	and	and	CCONJ
fcis-13814	130	28	the	the	DET
fcis-13814	130	29	number	number	NOUN
fcis-13814	130	30	of	of	ADP
fcis-13814	130	31	dialogue	dialogue	NOUN
fcis-13814	130	32	rounds	round	NOUN
fcis-13814	130	33	is	be	AUX
fcis-13814	130	34	an	an	DET
fcis-13814	130	35	important	important	ADJ
fcis-13814	130	36	indicator	indicator	NOUN
fcis-13814	130	37	of	of	ADP
fcis-13814	130	38	the	the	DET
fcis-13814	130	39	performance	performance	NOUN
fcis-13814	130	40	of	of	ADP
fcis-13814	130	41	the	the	DET
fcis-13814	130	42	dialogue	dialogue	NOUN
fcis-13814	130	43	system	system	NOUN
fcis-13814	130	44	in	in	ADP
fcis-13814	130	45	this	this	DET
fcis-13814	130	46	task	task	NOUN
fcis-13814	130	47	,	,	PUNCT
fcis-13814	130	48	regardless	regardless	ADV
fcis-13814	130	49	of	of	ADP
fcis-13814	130	50	whether	whether	SCONJ
fcis-13814	130	51	the	the	DET
fcis-13814	130	52	doctor	doctor	NOUN
fcis-13814	130	53	needs	need	VERB
fcis-13814	130	54	to	to	PART
fcis-13814	130	55	inquire	inquire	VERB
fcis-13814	130	56	about	about	ADP
fcis-13814	130	57	other	other	ADJ
fcis-13814	130	58	symptoms	symptom	NOUN
fcis-13814	130	59	,	,	PUNCT
fcis-13814	130	60	there	there	PRON
fcis-13814	130	61	must	must	AUX
fcis-13814	130	62	be	be	AUX
fcis-13814	130	63	at	at	ADV
fcis-13814	130	64	least	least	ADJ
fcis-13814	130	65	one	one	NUM
fcis-13814	130	66	complete	complete	ADJ
fcis-13814	130	67	conversation	conversation	NOUN
fcis-13814	130	68	round	round	NOUN
fcis-13814	130	69	,	,	PUNCT
fcis-13814	130	70	that	that	ADV
fcis-13814	130	71	is	is	ADV
fcis-13814	130	72	,	,	PUNCT
fcis-13814	130	73	at	at	ADP
fcis-13814	130	74	least	least	ADV
fcis-13814	130	75	one	one	NUM
fcis-13814	130	76	conversation	conversation	NOUN
fcis-13814	130	77	round	round	NOUN
fcis-13814	130	78	.	.	PUNCT
fcis-13814	131	1	in	in	ADP
fcis-13814	131	2	addition	addition	NOUN
fcis-13814	131	3	to	to	ADP
fcis-13814	131	4	the	the	DET
fcis-13814	131	5	number	number	NOUN
fcis-13814	131	6	of	of	ADP
fcis-13814	131	7	conversation	conversation	NOUN
fcis-13814	131	8	rounds	round	NOUN
fcis-13814	131	9	,	,	PUNCT
fcis-13814	131	10	in	in	ADP
fcis-13814	131	11	order	order	NOUN
fcis-13814	131	12	to	to	PART
fcis-13814	131	13	better	well	ADV
fcis-13814	131	14	quantify	quantify	VERB
fcis-13814	131	15	the	the	DET
fcis-13814	131	16	performance	performance	NOUN
fcis-13814	131	17	of	of	ADP
fcis-13814	131	18	the	the	DET
fcis-13814	131	19	model	model	NOUN
fcis-13814	131	20	in	in	ADP
fcis-13814	131	21	the	the	DET
fcis-13814	131	22	number	number	NOUN
fcis-13814	131	23	of	of	ADP
fcis-13814	131	24	conversation	conversation	NOUN
fcis-13814	131	25	rounds	round	NOUN
fcis-13814	131	26	,	,	PUNCT
fcis-13814	131	27	the	the	DET
fcis-13814	131	28	relative	relative	ADJ
fcis-13814	131	29	percentage	percentage	NOUN
fcis-13814	131	30	of	of	ADP
fcis-13814	131	31	conversation	conversation	NOUN
fcis-13814	131	32	rounds	round	NOUN
fcis-13814	131	33	is	be	AUX
fcis-13814	131	34	to	to	PART
fcis-13814	131	35	measure	measure	VERB
fcis-13814	131	36	the	the	DET
fcis-13814	131	37	relative	relative	ADJ
fcis-13814	131	38	change	change	NOUN
fcis-13814	131	39	in	in	ADP
fcis-13814	131	40	the	the	DET
fcis-13814	131	41	number	number	NOUN
fcis-13814	131	42	of	of	ADP
fcis-13814	131	43	conversation	conversation	NOUN
fcis-13814	131	44	rounds	round	NOUN
fcis-13814	131	45	after	after	ADP
fcis-13814	131	46	using	use	VERB
fcis-13814	131	47	disease	disease	NOUN
fcis-13814	131	48	diagnosis	diagnosis	NOUN
fcis-13814	131	49	algorithms	algorithm	NOUN
fcis-13814	131	50	,	,	PUNCT
fcis-13814	131	51	which	which	PRON
fcis-13814	131	52	is	be	AUX
fcis-13814	131	53	to	to	PART
fcis-13814	131	54	calculate	calculate	VERB
fcis-13814	131	55	the	the	DET
fcis-13814	131	56	overall	overall	ADJ
fcis-13814	131	57	number	number	NOUN
fcis-13814	131	58	of	of	ADP
fcis-13814	131	59	conversation	conversation	NOUN
fcis-13814	131	60	rounds	round	NOUN
fcis-13814	131	61	and	and	CCONJ
fcis-13814	131	62	the	the	DET
fcis-13814	131	63	number	number	NOUN
fcis-13814	131	64	of	of	ADP
fcis-13814	131	65	conversation	conversation	NOUN
fcis-13814	131	66	rounds	round	NOUN
fcis-13814	131	67	in	in	ADP
fcis-13814	131	68	the	the	DET
fcis-13814	131	69	dataset	dataset	NOUN
fcis-13814	131	70	.	.	PUNCT
fcis-13814	132	1	6	6	X
fcis-13814	132	2	.	.	X
fcis-13814	132	3	clinical	clinical	ADJ
fcis-13814	132	4	application	application	NOUN
fcis-13814	132	5	effect	effect	NOUN
fcis-13814	132	6	the	the	DET
fcis-13814	132	7	ai	ai	ADJ
fcis-13814	132	8	intelligent	intelligent	ADJ
fcis-13814	132	9	diagnostic	diagnostic	ADJ
fcis-13814	132	10	system	system	NOUN
fcis-13814	132	11	is	be	AUX
fcis-13814	132	12	one	one	NUM
fcis-13814	132	13	of	of	ADP
fcis-13814	132	14	the	the	DET
fcis-13814	132	15	most	most	ADV
fcis-13814	132	16	successful	successful	ADJ
fcis-13814	132	17	cases	case	NOUN
fcis-13814	132	18	of	of	ADP
fcis-13814	132	19	utilizing	utilize	VERB
fcis-13814	132	20	ai	ai	VERB
fcis-13814	132	21	technology	technology	NOUN
fcis-13814	132	22	into	into	ADP
fcis-13814	132	23	the	the	DET
fcis-13814	132	24	medical	medical	ADJ
fcis-13814	132	25	sector	sector	NOUN
fcis-13814	132	26	,	,	PUNCT
fcis-13814	132	27	simulating	simulate	VERB
fcis-13814	132	28	the	the	DET
fcis-13814	132	29	diagnosis	diagnosis	NOUN
fcis-13814	132	30	and	and	CCONJ
fcis-13814	132	31	treatment	treatment	NOUN
fcis-13814	132	32	of	of	ADP
fcis-13814	132	33	diseases	disease	NOUN
fcis-13814	132	34	by	by	ADP
fcis-13814	132	35	medical	medical	ADJ
fcis-13814	132	36	experts	expert	NOUN
fcis-13814	132	37	.	.	PUNCT
fcis-13814	133	1	after	after	SCONJ
fcis-13814	133	2	research	research	NOUN
fcis-13814	133	3	on	on	ADP
fcis-13814	133	4	most	most	ADJ
fcis-13814	133	5	hospitals	hospital	NOUN
fcis-13814	133	6	using	use	VERB
fcis-13814	133	7	ai	ai	VERB
fcis-13814	133	8	intelligent	intelligent	ADJ
fcis-13814	133	9	consultation	consultation	NOUN
fcis-13814	133	10	systems	system	NOUN
fcis-13814	133	11	,	,	PUNCT
fcis-13814	133	12	it	it	PRON
fcis-13814	133	13	was	be	AUX
fcis-13814	133	14	found	find	VERB
fcis-13814	133	15	that	that	SCONJ
fcis-13814	133	16	the	the	DET
fcis-13814	133	17	accuracy	accuracy	NOUN
fcis-13814	133	18	of	of	ADP
fcis-13814	133	19	disease	disease	NOUN
fcis-13814	133	20	diagnosis	diagnosis	NOUN
fcis-13814	133	21	and	and	CCONJ
fcis-13814	133	22	dialogue	dialogue	NOUN
fcis-13814	133	23	efficiency	efficiency	NOUN
fcis-13814	133	24	have	have	AUX
fcis-13814	133	25	significantly	significantly	ADV
fcis-13814	133	26	improved	improve	VERB
fcis-13814	133	27	in	in	ADP
fcis-13814	133	28	real	real	ADJ
fcis-13814	133	29	medical	medical	ADJ
fcis-13814	133	30	scenarios	scenario	NOUN
fcis-13814	133	31	by	by	ADP
fcis-13814	133	32	utilizing	utilize	VERB
fcis-13814	133	33	medical	medical	ADJ
fcis-13814	133	34	dialogue	dialogue	NOUN
fcis-13814	133	35	diagnosis	diagnosis	NOUN
fcis-13814	133	36	technology	technology	NOUN
fcis-13814	133	37	,	,	PUNCT
fcis-13814	133	38	medical	medical	ADJ
fcis-13814	133	39	knowledge	knowledge	NOUN
fcis-13814	133	40	graph	graph	NOUN
fcis-13814	133	41	technology	technology	NOUN
fcis-13814	133	42	,	,	PUNCT
fcis-13814	133	43	"	"	PUNCT
fcis-13814	133	44	inference	inference	NOUN
fcis-13814	133	45	machine	machine	NOUN
fcis-13814	133	46	"	"	PUNCT
fcis-13814	133	47	technology	technology	NOUN
fcis-13814	133	48	,	,	PUNCT
fcis-13814	133	49	disease	disease	NOUN
fcis-13814	133	50	diagnosis	diagnosis	NOUN
fcis-13814	133	51	algorithms	algorithm	VERB
fcis-13814	133	52	the	the	DET
fcis-13814	133	53	symptom	symptom	NOUN
fcis-13814	133	54	screening	screen	VERB
fcis-13814	133	55	algorithm	algorithm	NOUN
fcis-13814	133	56	and	and	CCONJ
fcis-13814	133	57	naive	naive	ADJ
fcis-13814	133	58	bayesian	bayesian	NOUN
fcis-13814	133	59	classification	classification	NOUN
fcis-13814	133	60	.	.	PUNCT
fcis-13814	134	1	even	even	ADV
fcis-13814	134	2	if	if	SCONJ
fcis-13814	134	3	the	the	DET
fcis-13814	134	4	number	number	NOUN
fcis-13814	134	5	of	of	ADP
fcis-13814	134	6	symptom	symptom	NOUN
fcis-13814	134	7	inquiries	inquiry	NOUN
fcis-13814	134	8	is	be	AUX
fcis-13814	134	9	small	small	ADJ
fcis-13814	134	10	,	,	PUNCT
fcis-13814	134	11	the	the	DET
fcis-13814	134	12	system	system	NOUN
fcis-13814	134	13	can	can	AUX
fcis-13814	134	14	still	still	ADV
fcis-13814	134	15	provide	provide	VERB
fcis-13814	134	16	more	more	ADJ
fcis-13814	134	17	than	than	ADP
fcis-13814	134	18	90	90	NUM
fcis-13814	134	19	%	%	NOUN
fcis-13814	134	20	diagnostic	diagnostic	ADJ
fcis-13814	134	21	accuracy	accuracy	NOUN
fcis-13814	134	22	,	,	PUNCT
fcis-13814	134	23	which	which	PRON
fcis-13814	134	24	is	be	AUX
fcis-13814	134	25	of	of	ADP
fcis-13814	134	26	great	great	ADJ
fcis-13814	134	27	significance	significance	NOUN
fcis-13814	134	28	for	for	ADP
fcis-13814	134	29	clinical	clinical	ADJ
fcis-13814	134	30	practice	practice	NOUN
fcis-13814	134	31	.	.	PUNCT
fcis-13814	135	1	at	at	ADP
fcis-13814	135	2	present	present	ADJ
fcis-13814	135	3	,	,	PUNCT
fcis-13814	135	4	all	all	DET
fcis-13814	135	5	large	large	ADJ
fcis-13814	135	6	hospitals	hospital	NOUN
fcis-13814	135	7	around	around	ADP
fcis-13814	135	8	the	the	DET
fcis-13814	135	9	world	world	NOUN
fcis-13814	135	10	are	be	AUX
fcis-13814	135	11	gradually	gradually	ADV
fcis-13814	135	12	introducing	introduce	VERB
fcis-13814	135	13	intelligent	intelligent	ADJ
fcis-13814	135	14	diagnostic	diagnostic	ADJ
fcis-13814	135	15	system	system	NOUN
fcis-13814	135	16	to	to	PART
fcis-13814	135	17	improve	improve	VERB
fcis-13814	135	18	their	their	PRON
fcis-13814	135	19	medical	medical	ADJ
fcis-13814	135	20	and	and	CCONJ
fcis-13814	135	21	service	service	NOUN
fcis-13814	135	22	levels	level	NOUN
fcis-13814	135	23	,	,	PUNCT
fcis-13814	135	24	as	as	SCONJ
fcis-13814	135	25	the	the	DET
fcis-13814	135	26	system	system	NOUN
fcis-13814	135	27	can	can	AUX
fcis-13814	135	28	quickly	quickly	ADV
fcis-13814	135	29	and	and	CCONJ
fcis-13814	135	30	accurately	accurately	ADV
fcis-13814	135	31	determine	determine	VERB
fcis-13814	135	32	the	the	DET
fcis-13814	135	33	type	type	NOUN
fcis-13814	135	34	of	of	ADP
fcis-13814	135	35	disease	disease	NOUN
fcis-13814	135	36	patients	patient	NOUN
fcis-13814	135	37	suffer	suffer	VERB
fcis-13814	135	38	from	from	ADP
fcis-13814	135	39	and	and	CCONJ
fcis-13814	135	40	provide	provide	VERB
fcis-13814	135	41	corresponding	corresponding	ADJ
fcis-13814	135	42	treatment	treatment	NOUN
fcis-13814	135	43	plans	plan	NOUN
fcis-13814	135	44	.	.	PUNCT
fcis-13814	136	1	the	the	DET
fcis-13814	136	2	significant	significant	ADJ
fcis-13814	136	3	effect	effect	NOUN
fcis-13814	136	4	is	be	AUX
fcis-13814	136	5	to	to	PART
fcis-13814	136	6	automate	automate	VERB
fcis-13814	136	7	the	the	DET
fcis-13814	136	8	analysis	analysis	NOUN
fcis-13814	136	9	of	of	ADP
fcis-13814	136	10	medical	medical	ADJ
fcis-13814	136	11	records	record	NOUN
fcis-13814	136	12	,	,	PUNCT
fcis-13814	136	13	combine	combine	VERB
fcis-13814	136	14	patient	patient	ADJ
fcis-13814	136	15	medical	medical	ADJ
fcis-13814	136	16	record	record	NOUN
fcis-13814	136	17	data	datum	NOUN
fcis-13814	136	18	,	,	PUNCT
fcis-13814	136	19	medical	medical	ADJ
fcis-13814	136	20	knowledge	knowledge	NOUN
fcis-13814	136	21	base	base	NOUN
fcis-13814	136	22	,	,	PUNCT
fcis-13814	136	23	and	and	CCONJ
fcis-13814	136	24	the	the	DET
fcis-13814	136	25	latest	late	ADJ
fcis-13814	136	26	medical	medical	ADJ
fcis-13814	136	27	development	development	NOUN
fcis-13814	136	28	trends	trend	NOUN
fcis-13814	136	29	and	and	CCONJ
fcis-13814	136	30	other	other	ADJ
fcis-13814	136	31	relevant	relevant	ADJ
fcis-13814	136	32	information	information	NOUN
fcis-13814	136	33	,	,	PUNCT
fcis-13814	136	34	conduct	conduct	VERB
fcis-13814	136	35	disease	disease	NOUN
fcis-13814	136	36	risk	risk	NOUN
fcis-13814	136	37	assessment	assessment	NOUN
fcis-13814	136	38	and	and	CCONJ
fcis-13814	136	39	disease	disease	NOUN
fcis-13814	136	40	prediction	prediction	NOUN
fcis-13814	136	41	,	,	PUNCT
fcis-13814	136	42	and	and	CCONJ
fcis-13814	136	43	predict	predict	VERB
fcis-13814	136	44	the	the	DET
fcis-13814	136	45	type	type	NOUN
fcis-13814	136	46	and	and	CCONJ
fcis-13814	136	47	severity	severity	NOUN
fcis-13814	136	48	of	of	ADP
fcis-13814	136	49	the	the	DET
fcis-13814	136	50	patient	patient	NOUN
fcis-13814	136	51	's	's	PART
fcis-13814	136	52	disease	disease	NOUN
fcis-13814	136	53	.	.	PUNCT
fcis-13814	137	1	in	in	ADP
fcis-13814	137	2	order	order	NOUN
fcis-13814	137	3	to	to	PART
fcis-13814	137	4	achieve	achieve	VERB
fcis-13814	137	5	efficient	efficient	ADJ
fcis-13814	137	6	patient	patient	NOUN
fcis-13814	137	7	diversion	diversion	NOUN
fcis-13814	137	8	,	,	PUNCT
fcis-13814	137	9	patients	patient	NOUN
fcis-13814	137	10	can	can	AUX
fcis-13814	137	11	receive	receive	VERB
fcis-13814	137	12	the	the	DET
fcis-13814	137	13	most	most	ADV
fcis-13814	137	14	accurate	accurate	ADJ
fcis-13814	137	15	disease	disease	NOUN
fcis-13814	137	16	assessment	assessment	NOUN
fcis-13814	137	17	,	,	PUNCT
fcis-13814	137	18	effective	effective	ADJ
fcis-13814	137	19	treatment	treatment	NOUN
fcis-13814	137	20	plans	plan	NOUN
fcis-13814	137	21	,	,	PUNCT
fcis-13814	137	22	and	and	CCONJ
fcis-13814	137	23	preventive	preventive	ADJ
fcis-13814	137	24	measures	measure	NOUN
fcis-13814	137	25	at	at	ADP
fcis-13814	137	26	home	home	NOUN
fcis-13814	137	27	.	.	PUNCT
fcis-13814	138	1	compared	compare	VERB
fcis-13814	138	2	to	to	ADP
fcis-13814	138	3	traditional	traditional	ADJ
fcis-13814	138	4	medical	medical	ADJ
fcis-13814	138	5	diagnosis	diagnosis	NOUN
fcis-13814	138	6	methods	method	NOUN
fcis-13814	138	7	,	,	PUNCT
fcis-13814	138	8	intelligent	intelligent	ADJ
fcis-13814	138	9	diagnostic	diagnostic	ADJ
fcis-13814	138	10	system	system	NOUN
fcis-13814	138	11	based	base	VERB
fcis-13814	138	12	on	on	ADP
fcis-13814	138	13	artificial	artificial	ADJ
fcis-13814	138	14	intelligence	intelligence	NOUN
fcis-13814	138	15	have	have	VERB
fcis-13814	138	16	the	the	DET
fcis-13814	138	17	following	following	ADJ
fcis-13814	138	18	advantages	advantage	NOUN
fcis-13814	138	19	:	:	PUNCT
fcis-13814	138	20	1	1	X
fcis-13814	138	21	.	.	X
fcis-13814	138	22	high	high	ADJ
fcis-13814	138	23	efficiency	efficiency	NOUN
fcis-13814	138	24	by	by	ADP
fcis-13814	138	25	the	the	DET
fcis-13814	138	26	support	support	NOUN
fcis-13814	138	27	of	of	ADP
fcis-13814	138	28	artificial	artificial	ADJ
fcis-13814	138	29	intelligence	intelligence	NOUN
fcis-13814	138	30	technology	technology	NOUN
fcis-13814	138	31	,	,	PUNCT
fcis-13814	138	32	the	the	DET
fcis-13814	138	33	intelligent	intelligent	ADJ
fcis-13814	138	34	diagnostic	diagnostic	ADJ
fcis-13814	138	35	system	system	NOUN
fcis-13814	138	36	runs	run	VERB
fcis-13814	138	37	faster	fast	ADV
fcis-13814	138	38	,	,	PUNCT
fcis-13814	138	39	and	and	CCONJ
fcis-13814	138	40	the	the	DET
fcis-13814	138	41	medical	medical	ADJ
fcis-13814	138	42	diagnosis	diagnosis	NOUN
fcis-13814	138	43	time	time	NOUN
fcis-13814	138	44	can	can	AUX
fcis-13814	138	45	be	be	AUX
fcis-13814	138	46	shortened	shorten	VERB
fcis-13814	138	47	to	to	ADP
fcis-13814	138	48	a	a	DET
fcis-13814	138	49	few	few	ADJ
fcis-13814	138	50	seconds	second	NOUN
fcis-13814	138	51	,	,	PUNCT
fcis-13814	138	52	the	the	DET
fcis-13814	138	53	efficiency	efficiency	NOUN
fcis-13814	138	54	of	of	ADP
fcis-13814	138	55	medical	medical	ADJ
fcis-13814	138	56	treatment	treatment	NOUN
fcis-13814	138	57	could	could	AUX
fcis-13814	138	58	be	be	AUX
fcis-13814	138	59	improved	improve	VERB
fcis-13814	138	60	greatly	greatly	ADV
fcis-13814	138	61	.	.	PUNCT
fcis-13814	139	1	moreover	moreover	ADV
fcis-13814	139	2	,	,	PUNCT
fcis-13814	139	3	it	it	PRON
fcis-13814	139	4	could	could	AUX
fcis-13814	139	5	simultaneously	simultaneously	ADV
fcis-13814	139	6	deal	deal	VERB
fcis-13814	139	7	with	with	ADP
fcis-13814	139	8	the	the	DET
fcis-13814	139	9	medical	medical	ADJ
fcis-13814	139	10	record	record	NOUN
fcis-13814	139	11	data	datum	NOUN
fcis-13814	139	12	of	of	ADP
fcis-13814	139	13	multiple	multiple	ADJ
fcis-13814	139	14	patients	patient	NOUN
fcis-13814	139	15	,	,	PUNCT
fcis-13814	139	16	thereby	thereby	ADV
fcis-13814	139	17	improving	improve	VERB
fcis-13814	139	18	the	the	DET
fcis-13814	139	19	efficiency	efficiency	NOUN
fcis-13814	139	20	of	of	ADP
fcis-13814	139	21	hospital	hospital	NOUN
fcis-13814	139	22	resource	resource	NOUN
fcis-13814	139	23	utilization	utilization	NOUN
fcis-13814	139	24	,	,	PUNCT
fcis-13814	139	25	which	which	PRON
fcis-13814	139	26	is	be	AUX
fcis-13814	139	27	able	able	ADJ
fcis-13814	139	28	to	to	PART
fcis-13814	139	29	solve	solve	VERB
fcis-13814	139	30	the	the	DET
fcis-13814	139	31	problem	problem	NOUN
fcis-13814	139	32	of	of	ADP
fcis-13814	139	33	medical	medical	ADJ
fcis-13814	139	34	resource	resource	NOUN
fcis-13814	139	35	collapse	collapse	NOUN
fcis-13814	139	36	,	,	PUNCT
fcis-13814	139	37	and	and	CCONJ
fcis-13814	139	38	greatly	greatly	ADV
fcis-13814	139	39	improving	improve	VERB
fcis-13814	139	40	the	the	DET
fcis-13814	139	41	efficiency	efficiency	NOUN
fcis-13814	139	42	and	and	CCONJ
fcis-13814	139	43	quality	quality	NOUN
fcis-13814	139	44	of	of	ADP
fcis-13814	139	45	medical	medical	ADJ
fcis-13814	139	46	services	service	NOUN
fcis-13814	139	47	.	.	PUNCT
fcis-13814	140	1	2	2	X
fcis-13814	140	2	.	.	X
fcis-13814	140	3	high	high	ADJ
fcis-13814	140	4	accuracy	accuracy	NOUN
fcis-13814	140	5	traditional	traditional	ADJ
fcis-13814	140	6	medical	medical	ADJ
fcis-13814	140	7	diagnosis	diagnosis	NOUN
fcis-13814	140	8	methods	method	NOUN
fcis-13814	140	9	are	be	AUX
fcis-13814	140	10	easily	easily	ADV
fcis-13814	140	11	influenced	influence	VERB
fcis-13814	140	12	by	by	ADP
fcis-13814	140	13	subjective	subjective	ADJ
fcis-13814	140	14	factors	factor	NOUN
fcis-13814	140	15	from	from	ADP
fcis-13814	140	16	doctors	doctor	NOUN
fcis-13814	140	17	,	,	PUNCT
fcis-13814	140	18	while	while	SCONJ
fcis-13814	140	19	intelligent	intelligent	ADJ
fcis-13814	140	20	diagnostic	diagnostic	ADJ
fcis-13814	140	21	system	system	NOUN
fcis-13814	140	22	based	base	VERB
fcis-13814	140	23	on	on	ADP
fcis-13814	140	24	artificial	artificial	ADJ
fcis-13814	140	25	intelligence	intelligence	NOUN
fcis-13814	140	26	obtain	obtain	VERB
fcis-13814	140	27	accurate	accurate	ADJ
fcis-13814	140	28	diagnostic	diagnostic	ADJ
fcis-13814	140	29	results	result	NOUN
fcis-13814	140	30	through	through	ADP
fcis-13814	140	31	a	a	DET
fcis-13814	140	32	large	large	ADJ
fcis-13814	140	33	amount	amount	NOUN
fcis-13814	140	34	of	of	ADP
fcis-13814	140	35	data	datum	NOUN
fcis-13814	140	36	analysis	analysis	NOUN
fcis-13814	140	37	and	and	CCONJ
fcis-13814	140	38	model	model	NOUN
fcis-13814	140	39	training	training	NOUN
fcis-13814	140	40	.	.	PUNCT
fcis-13814	141	1	at	at	ADP
fcis-13814	141	2	the	the	DET
fcis-13814	141	3	same	same	ADJ
fcis-13814	141	4	time	time	NOUN
fcis-13814	141	5	,	,	PUNCT
fcis-13814	141	6	it	it	PRON
fcis-13814	141	7	can	can	AUX
fcis-13814	141	8	also	also	ADV
fcis-13814	141	9	correct	correct	VERB
fcis-13814	141	10	loopholes	loophole	NOUN
fcis-13814	141	11	in	in	ADP
fcis-13814	141	12	medical	medical	ADJ
fcis-13814	141	13	records	record	NOUN
fcis-13814	141	14	and	and	CCONJ
fcis-13814	141	15	avoid	avoid	VERB
fcis-13814	141	16	misdiagnosis	misdiagnosis	NOUN
fcis-13814	141	17	caused	cause	VERB
fcis-13814	141	18	by	by	ADP
fcis-13814	141	19	data	datum	NOUN
fcis-13814	141	20	errors	error	NOUN
fcis-13814	141	21	.	.	PUNCT
fcis-13814	142	1	3	3	X
fcis-13814	142	2	.	.	X
fcis-13814	142	3	high	high	ADJ
fcis-13814	142	4	degree	degree	NOUN
fcis-13814	142	5	of	of	ADP
fcis-13814	142	6	automation	automation	NOUN
fcis-13814	142	7	the	the	DET
fcis-13814	142	8	intelligent	intelligent	ADJ
fcis-13814	142	9	diagnostic	diagnostic	ADJ
fcis-13814	142	10	system	system	NOUN
fcis-13814	142	11	based	base	VERB
fcis-13814	142	12	on	on	ADP
fcis-13814	142	13	artificial	artificial	ADJ
fcis-13814	142	14	intelligence	intelligence	NOUN
fcis-13814	142	15	is	be	AUX
fcis-13814	142	16	a	a	DET
fcis-13814	142	17	fully	fully	ADV
fcis-13814	142	18	automated	automate	VERB
fcis-13814	142	19	process	process	NOUN
fcis-13814	142	20	that	that	PRON
fcis-13814	142	21	could	could	AUX
fcis-13814	142	22	automatically	automatically	ADV
fcis-13814	142	23	retrieve	retrieve	VERB
fcis-13814	142	24	medical	medical	ADJ
fcis-13814	142	25	record	record	NOUN
fcis-13814	142	26	data	datum	NOUN
fcis-13814	142	27	,	,	PUNCT
fcis-13814	142	28	analyze	analyze	VERB
fcis-13814	142	29	medical	medical	ADJ
fcis-13814	142	30	record	record	NOUN
fcis-13814	142	31	records	record	NOUN
fcis-13814	142	32	,	,	PUNCT
fcis-13814	142	33	generate	generate	VERB
fcis-13814	142	34	diagnostic	diagnostic	ADJ
fcis-13814	142	35	reports	report	NOUN
fcis-13814	142	36	,	,	PUNCT
fcis-13814	142	37	and	and	CCONJ
fcis-13814	142	38	provide	provide	VERB
fcis-13814	142	39	corresponding	corresponding	ADJ
fcis-13814	142	40	treatment	treatment	NOUN
fcis-13814	142	41	plans	plan	NOUN
fcis-13814	142	42	.	.	PUNCT
fcis-13814	143	1	this	this	PRON
fcis-13814	143	2	not	not	PART
fcis-13814	143	3	only	only	ADV
fcis-13814	143	4	improves	improve	VERB
fcis-13814	143	5	medical	medical	ADJ
fcis-13814	143	6	efficiency	efficiency	NOUN
fcis-13814	143	7	,	,	PUNCT
fcis-13814	143	8	but	but	CCONJ
fcis-13814	143	9	also	also	ADV
fcis-13814	143	10	reduces	reduce	VERB
fcis-13814	143	11	the	the	DET
fcis-13814	143	12	workload	workload	NOUN
fcis-13814	143	13	of	of	ADP
fcis-13814	143	14	medical	medical	ADJ
fcis-13814	143	15	staff	staff	NOUN
fcis-13814	143	16	,	,	PUNCT
fcis-13814	143	17	making	make	VERB
fcis-13814	143	18	them	they	PRON
fcis-13814	143	19	more	more	ADV
fcis-13814	143	20	focused	focused	ADJ
fcis-13814	143	21	on	on	ADP
fcis-13814	143	22	patient	patient	ADJ
fcis-13814	143	23	care	care	NOUN
fcis-13814	143	24	and	and	CCONJ
fcis-13814	143	25	treatment	treatment	NOUN
fcis-13814	143	26	.	.	PUNCT
fcis-13814	144	1	the	the	DET
fcis-13814	144	2	intelligent	intelligent	ADJ
fcis-13814	144	3	diagnostic	diagnostic	ADJ
fcis-13814	144	4	system	system	NOUN
fcis-13814	144	5	based	base	VERB
fcis-13814	144	6	on	on	ADP
fcis-13814	144	7	ai	ai	PRON
fcis-13814	144	8	technology	technology	NOUN
fcis-13814	144	9	is	be	AUX
fcis-13814	144	10	still	still	ADV
fcis-13814	144	11	in	in	ADP
fcis-13814	144	12	a	a	DET
fcis-13814	144	13	rapid	rapid	ADJ
fcis-13814	144	14	development	development	NOUN
fcis-13814	144	15	stage	stage	NOUN
fcis-13814	144	16	,	,	PUNCT
fcis-13814	144	17	and	and	CCONJ
fcis-13814	144	18	in	in	ADP
fcis-13814	144	19	addition	addition	NOUN
fcis-13814	144	20	to	to	ADP
fcis-13814	144	21	the	the	DET
fcis-13814	144	22	points	point	NOUN
fcis-13814	144	23	mentioned	mention	VERB
fcis-13814	144	24	above	above	ADV
fcis-13814	144	25	,	,	PUNCT
fcis-13814	144	26	there	there	PRON
fcis-13814	144	27	are	be	VERB
fcis-13814	144	28	also	also	ADV
fcis-13814	144	29	some	some	DET
fcis-13814	144	30	challenges	challenge	NOUN
fcis-13814	144	31	:	:	PUNCT
fcis-13814	144	32	1	1	X
fcis-13814	144	33	.	.	X
fcis-13814	144	34	insufficient	insufficient	ADJ
fcis-13814	144	35	data	datum	NOUN
fcis-13814	144	36	ai	ai	VERB
fcis-13814	144	37	intelligent	intelligent	ADJ
fcis-13814	144	38	diagnostic	diagnostic	ADJ
fcis-13814	144	39	system	system	NOUN
fcis-13814	144	40	requires	require	VERB
fcis-13814	144	41	a	a	DET
fcis-13814	144	42	large	large	ADJ
fcis-13814	144	43	amount	amount	NOUN
fcis-13814	144	44	of	of	ADP
fcis-13814	144	45	data	datum	NOUN
fcis-13814	144	46	for	for	ADP
fcis-13814	144	47	learning	learning	NOUN
fcis-13814	144	48	and	and	CCONJ
fcis-13814	144	49	training	training	NOUN
fcis-13814	144	50	.	.	PUNCT
fcis-13814	145	1	if	if	SCONJ
fcis-13814	145	2	the	the	DET
fcis-13814	145	3	data	data	NOUN
fcis-13814	145	4	is	be	AUX
fcis-13814	145	5	insufficient	insufficient	ADJ
fcis-13814	145	6	or	or	CCONJ
fcis-13814	145	7	of	of	ADP
fcis-13814	145	8	low	low	ADJ
fcis-13814	145	9	quality	quality	NOUN
fcis-13814	145	10	,	,	PUNCT
fcis-13814	145	11	it	it	PRON
fcis-13814	145	12	will	will	AUX
fcis-13814	145	13	affect	affect	VERB
fcis-13814	145	14	the	the	DET
fcis-13814	145	15	accuracy	accuracy	NOUN
fcis-13814	145	16	and	and	CCONJ
fcis-13814	145	17	effectiveness	effectiveness	NOUN
fcis-13814	145	18	of	of	ADP
fcis-13814	145	19	diagnosis	diagnosis	NOUN
fcis-13814	145	20	.	.	PUNCT
fcis-13814	146	1	2	2	X
fcis-13814	146	2	.	.	X
fcis-13814	146	3	data	datum	NOUN
fcis-13814	146	4	privacy	privacy	NOUN
fcis-13814	146	5	and	and	CCONJ
fcis-13814	146	6	security	security	NOUN
fcis-13814	146	7	big	big	ADJ
fcis-13814	146	8	data	datum	NOUN
fcis-13814	146	9	is	be	AUX
fcis-13814	146	10	the	the	DET
fcis-13814	146	11	foundation	foundation	NOUN
fcis-13814	146	12	of	of	ADP
fcis-13814	146	13	artificial	artificial	ADJ
fcis-13814	146	14	intelligence	intelligence	NOUN
fcis-13814	146	15	medical	medical	ADJ
fcis-13814	146	16	diagnosis	diagnosis	NOUN
fcis-13814	146	17	,	,	PUNCT
fcis-13814	146	18	but	but	CCONJ
fcis-13814	146	19	the	the	DET
fcis-13814	146	20	collection	collection	NOUN
fcis-13814	146	21	and	and	CCONJ
fcis-13814	146	22	use	use	NOUN
fcis-13814	146	23	of	of	ADP
fcis-13814	146	24	data	datum	NOUN
fcis-13814	146	25	involve	involve	VERB
fcis-13814	146	26	the	the	DET
fcis-13814	146	27	protection	protection	NOUN
fcis-13814	146	28	of	of	ADP
fcis-13814	146	29	personal	personal	ADJ
fcis-13814	146	30	privacy	privacy	NOUN
fcis-13814	146	31	.	.	PUNCT
fcis-13814	147	1	if	if	SCONJ
fcis-13814	147	2	data	datum	NOUN
fcis-13814	147	3	leakage	leakage	NOUN
fcis-13814	147	4	occurs	occur	VERB
fcis-13814	147	5	,	,	PUNCT
fcis-13814	147	6	it	it	PRON
fcis-13814	147	7	may	may	AUX
fcis-13814	147	8	directly	directly	ADV
fcis-13814	147	9	harm	harm	VERB
fcis-13814	147	10	individuals	individual	NOUN
fcis-13814	147	11	'	'	PART
fcis-13814	147	12	privacy	privacy	NOUN
fcis-13814	147	13	rights	right	NOUN
fcis-13814	147	14	,	,	PUNCT
fcis-13814	147	15	and	and	CCONJ
fcis-13814	147	16	comparative	comparative	ADJ
fcis-13814	147	17	technical	technical	ADJ
fcis-13814	147	18	measures	measure	NOUN
fcis-13814	147	19	need	need	VERB
fcis-13814	147	20	to	to	PART
fcis-13814	147	21	be	be	AUX
fcis-13814	147	22	taken	take	VERB
fcis-13814	147	23	to	to	PART
fcis-13814	147	24	strengthen	strengthen	VERB
fcis-13814	147	25	data	datum	NOUN
fcis-13814	147	26	protection	protection	NOUN
fcis-13814	147	27	.	.	PUNCT
fcis-13814	148	1	3	3	X
fcis-13814	148	2	.	.	X
fcis-13814	148	3	alternative	alternative	ADJ
fcis-13814	148	4	doctor	doctor	NOUN
fcis-13814	148	5	although	although	SCONJ
fcis-13814	148	6	artificial	artificial	ADJ
fcis-13814	148	7	intelligence	intelligence	NOUN
fcis-13814	148	8	can	can	AUX
fcis-13814	148	9	be	be	AUX
fcis-13814	148	10	very	very	ADV
fcis-13814	148	11	effective	effective	ADJ
fcis-13814	148	12	in	in	ADP
fcis-13814	148	13	detecting	detect	VERB
fcis-13814	148	14	and	and	CCONJ
fcis-13814	148	15	analyzing	analyze	VERB
fcis-13814	148	16	a	a	DET
fcis-13814	148	17	large	large	ADJ
fcis-13814	148	18	number	number	NOUN
fcis-13814	148	19	of	of	ADP
fcis-13814	148	20	cases	case	NOUN
fcis-13814	148	21	,	,	PUNCT
fcis-13814	148	22	it	it	PRON
fcis-13814	148	23	still	still	ADV
fcis-13814	148	24	requires	require	VERB
fcis-13814	148	25	human	human	ADJ
fcis-13814	148	26	doctors	doctor	NOUN
fcis-13814	148	27	to	to	PART
fcis-13814	148	28	participate	participate	VERB
fcis-13814	148	29	in	in	ADP
fcis-13814	148	30	diagnosis	diagnosis	NOUN
fcis-13814	148	31	in	in	ADP
fcis-13814	148	32	some	some	DET
fcis-13814	148	33	details	detail	NOUN
fcis-13814	148	34	.	.	PUNCT
fcis-13814	149	1	some	some	DET
fcis-13814	149	2	cases	case	NOUN
fcis-13814	149	3	require	require	VERB
fcis-13814	149	4	emotional	emotional	ADJ
fcis-13814	149	5	therapy	therapy	NOUN
fcis-13814	149	6	for	for	ADP
fcis-13814	149	7	patients	patient	NOUN
fcis-13814	149	8	,	,	PUNCT
fcis-13814	149	9	and	and	CCONJ
fcis-13814	149	10	artificial	artificial	ADJ
fcis-13814	149	11	intelligence	intelligence	NOUN
fcis-13814	149	12	is	be	AUX
fcis-13814	149	13	currently	currently	ADV
fcis-13814	149	14	not	not	PART
fcis-13814	149	15	fully	fully	ADV
fcis-13814	149	16	developed	develop	VERB
fcis-13814	149	17	.	.	PUNCT
fcis-13814	150	1	therefore	therefore	ADV
fcis-13814	150	2	,	,	PUNCT
fcis-13814	150	3	a	a	DET
fcis-13814	150	4	better	well	ADJ
fcis-13814	150	5	balance	balance	NOUN
fcis-13814	150	6	should	should	AUX
fcis-13814	150	7	be	be	AUX
fcis-13814	150	8	sought	seek	VERB
fcis-13814	150	9	between	between	ADP
fcis-13814	150	10	artificial	artificial	ADJ
fcis-13814	150	11	intelligence	intelligence	NOUN
fcis-13814	150	12	technology	technology	NOUN
fcis-13814	150	13	and	and	CCONJ
fcis-13814	150	14	human	human	ADJ
fcis-13814	150	15	doctors	doctor	NOUN
fcis-13814	150	16	.	.	PUNCT
fcis-13814	151	1	4	4	X
fcis-13814	151	2	.	.	X
fcis-13814	151	3	technical	technical	ADJ
fcis-13814	151	4	credibility	credibility	NOUN
fcis-13814	151	5	and	and	CCONJ
fcis-13814	151	6	reliability	reliability	VERB
fcis-13814	151	7	the	the	DET
fcis-13814	151	8	application	application	NOUN
fcis-13814	151	9	of	of	ADP
fcis-13814	151	10	artificial	artificial	ADJ
fcis-13814	151	11	intelligence	intelligence	NOUN
fcis-13814	151	12	technology	technology	NOUN
fcis-13814	151	13	in	in	ADP
fcis-13814	151	14	the	the	DET
fcis-13814	151	15	field	field	NOUN
fcis-13814	151	16	of	of	ADP
fcis-13814	151	17	medical	medical	ADJ
fcis-13814	151	18	diagnosis	diagnosis	NOUN
fcis-13814	151	19	is	be	AUX
fcis-13814	151	20	still	still	ADV
fcis-13814	151	21	in	in	ADP
fcis-13814	151	22	the	the	DET
fcis-13814	151	23	development	development	NOUN
fcis-13814	151	24	stage	stage	NOUN
fcis-13814	151	25	,	,	PUNCT
fcis-13814	151	26	and	and	CCONJ
fcis-13814	151	27	there	there	PRON
fcis-13814	151	28	may	may	AUX
fcis-13814	151	29	be	be	AUX
fcis-13814	151	30	evaluation	evaluation	NOUN
fcis-13814	151	31	errors	error	NOUN
fcis-13814	151	32	.	.	PUNCT
fcis-13814	152	1	it	it	PRON
fcis-13814	152	2	is	be	AUX
fcis-13814	152	3	necessary	necessary	ADJ
fcis-13814	152	4	to	to	PART
fcis-13814	152	5	conduct	conduct	VERB
fcis-13814	152	6	a	a	DET
fcis-13814	152	7	comprehensive	comprehensive	ADJ
fcis-13814	152	8	evaluation	evaluation	NOUN
fcis-13814	152	9	of	of	ADP
fcis-13814	152	10	core	core	NOUN
fcis-13814	152	11	technologies	technology	NOUN
fcis-13814	152	12	such	such	ADJ
fcis-13814	152	13	as	as	ADP
fcis-13814	152	14	system	system	NOUN
fcis-13814	152	15	architecture	architecture	NOUN
fcis-13814	152	16	,	,	PUNCT
fcis-13814	152	17	functions	function	NOUN
fcis-13814	152	18	,	,	PUNCT
fcis-13814	152	19	and	and	CCONJ
fcis-13814	152	20	algorithms	algorithm	NOUN
fcis-13814	152	21	.	.	PUNCT
fcis-13814	153	1	therefore	therefore	ADV
fcis-13814	153	2	,	,	PUNCT
fcis-13814	153	3	ai	ai	VERB
fcis-13814	153	4	intelligent	intelligent	ADJ
fcis-13814	153	5	diagnostic	diagnostic	ADJ
fcis-13814	153	6	system	system	NOUN
fcis-13814	153	7	is	be	AUX
fcis-13814	153	8	an	an	DET
fcis-13814	153	9	emerging	emerge	VERB
fcis-13814	153	10	13	13	NUM
fcis-13814	153	11	medical	medical	ADJ
fcis-13814	153	12	technology	technology	NOUN
fcis-13814	153	13	that	that	PRON
fcis-13814	153	14	requires	require	VERB
fcis-13814	153	15	comprehensive	comprehensive	ADJ
fcis-13814	153	16	consideration	consideration	NOUN
fcis-13814	153	17	of	of	ADP
fcis-13814	153	18	its	its	PRON
fcis-13814	153	19	advantages	advantage	NOUN
fcis-13814	153	20	and	and	CCONJ
fcis-13814	153	21	disadvantages	disadvantage	NOUN
fcis-13814	153	22	while	while	SCONJ
fcis-13814	153	23	ensuring	ensure	VERB
fcis-13814	153	24	data	datum	NOUN
fcis-13814	153	25	privacy	privacy	NOUN
fcis-13814	153	26	and	and	CCONJ
fcis-13814	153	27	security	security	NOUN
fcis-13814	153	28	,	,	PUNCT
fcis-13814	153	29	combined	combine	VERB
fcis-13814	153	30	with	with	ADP
fcis-13814	153	31	the	the	DET
fcis-13814	153	32	experience	experience	NOUN
fcis-13814	153	33	and	and	CCONJ
fcis-13814	153	34	judgment	judgment	NOUN
fcis-13814	153	35	of	of	ADP
fcis-13814	153	36	human	human	ADJ
fcis-13814	153	37	doctors	doctor	NOUN
fcis-13814	153	38	,	,	PUNCT
fcis-13814	153	39	the	the	DET
fcis-13814	153	40	system	system	NOUN
fcis-13814	153	41	functions	function	NOUN
fcis-13814	153	42	,	,	PUNCT
fcis-13814	153	43	algorithms	algorithm	NOUN
fcis-13814	153	44	,	,	PUNCT
fcis-13814	153	45	and	and	CCONJ
fcis-13814	153	46	medical	medical	ADJ
fcis-13814	153	47	knowledge	knowledge	NOUN
fcis-13814	153	48	base	base	NOUN
fcis-13814	153	49	should	should	AUX
fcis-13814	153	50	be	be	AUX
fcis-13814	153	51	continuously	continuously	ADV
fcis-13814	153	52	improved	improve	VERB
fcis-13814	153	53	to	to	PART
fcis-13814	153	54	enhance	enhance	VERB
fcis-13814	153	55	the	the	DET
fcis-13814	153	56	accuracy	accuracy	NOUN
fcis-13814	153	57	and	and	CCONJ
fcis-13814	153	58	efficiency	efficiency	NOUN
fcis-13814	153	59	of	of	ADP
fcis-13814	153	60	diagnosis	diagnosis	NOUN
fcis-13814	153	61	.	.	PUNCT
fcis-13814	154	1	7	7	X
fcis-13814	154	2	.	.	X
fcis-13814	154	3	conclusion	conclusion	NOUN
fcis-13814	154	4	with	with	ADP
fcis-13814	154	5	the	the	DET
fcis-13814	154	6	scarcity	scarcity	NOUN
fcis-13814	154	7	of	of	ADP
fcis-13814	154	8	medical	medical	ADJ
fcis-13814	154	9	resources	resource	NOUN
fcis-13814	154	10	,	,	PUNCT
fcis-13814	154	11	the	the	DET
fcis-13814	154	12	demand	demand	NOUN
fcis-13814	154	13	for	for	ADP
fcis-13814	154	14	intelligent	intelligent	ADJ
fcis-13814	154	15	medical	medical	ADJ
fcis-13814	154	16	systems	system	NOUN
fcis-13814	154	17	is	be	AUX
fcis-13814	154	18	becoming	become	VERB
fcis-13814	154	19	increasingly	increasingly	ADV
fcis-13814	154	20	urgent	urgent	ADJ
fcis-13814	154	21	.	.	PUNCT
fcis-13814	155	1	in	in	ADP
fcis-13814	155	2	order	order	NOUN
fcis-13814	155	3	to	to	PART
fcis-13814	155	4	meet	meet	VERB
fcis-13814	155	5	the	the	DET
fcis-13814	155	6	growing	grow	VERB
fcis-13814	155	7	demand	demand	NOUN
fcis-13814	155	8	of	of	ADP
fcis-13814	155	9	intelligent	intelligent	ADJ
fcis-13814	155	10	diagnosis	diagnosis	NOUN
fcis-13814	155	11	.	.	PUNCT
fcis-13814	156	1	firstly	firstly	ADV
fcis-13814	156	2	,	,	PUNCT
fcis-13814	156	3	using	use	VERB
fcis-13814	156	4	naive	naive	ADJ
fcis-13814	156	5	bayesian	bayesian	NOUN
fcis-13814	156	6	classification	classification	NOUN
fcis-13814	156	7	and	and	CCONJ
fcis-13814	156	8	a	a	DET
fcis-13814	156	9	symptom	symptom	NOUN
fcis-13814	156	10	screening	screen	VERB
fcis-13814	156	11	algorithm	algorithm	NOUN
fcis-13814	156	12	based	base	VERB
fcis-13814	156	13	on	on	ADP
fcis-13814	156	14	differences	difference	NOUN
fcis-13814	156	15	in	in	ADP
fcis-13814	156	16	disease	disease	NOUN
fcis-13814	156	17	symptom	symptom	NOUN
fcis-13814	156	18	sets	set	NOUN
fcis-13814	156	19	to	to	PART
fcis-13814	156	20	solve	solve	VERB
fcis-13814	156	21	the	the	DET
fcis-13814	156	22	problems	problem	NOUN
fcis-13814	156	23	of	of	ADP
fcis-13814	156	24	low	low	ADJ
fcis-13814	156	25	accuracy	accuracy	NOUN
fcis-13814	156	26	,	,	PUNCT
fcis-13814	156	27	long	long	ADV
fcis-13814	156	28	running	running	NOUN
fcis-13814	156	29	time	time	NOUN
fcis-13814	156	30	,	,	PUNCT
fcis-13814	156	31	and	and	CCONJ
fcis-13814	156	32	poor	poor	ADJ
fcis-13814	156	33	interpretability	interpretability	NOUN
fcis-13814	156	34	in	in	ADP
fcis-13814	156	35	conversational	conversational	ADJ
fcis-13814	156	36	disease	disease	NOUN
fcis-13814	156	37	diagnosis	diagnosis	NOUN
fcis-13814	156	38	.	.	PUNCT
fcis-13814	157	1	specifically	specifically	ADV
fcis-13814	157	2	1	1	NUM
fcis-13814	157	3	)	)	PUNCT
fcis-13814	157	4	a	a	DET
fcis-13814	157	5	disease	disease	NOUN
fcis-13814	157	6	diagnosis	diagnosis	NOUN
fcis-13814	157	7	algorithm	algorithm	NOUN
fcis-13814	157	8	based	base	VERB
fcis-13814	157	9	on	on	ADP
fcis-13814	157	10	naive	naive	ADJ
fcis-13814	157	11	bayesian	bayesian	NOUN
fcis-13814	157	12	classification	classification	NOUN
fcis-13814	157	13	was	be	AUX
fcis-13814	157	14	designed	design	VERB
fcis-13814	157	15	by	by	ADP
fcis-13814	157	16	combining	combine	VERB
fcis-13814	157	17	symptom	symptom	NOUN
fcis-13814	157	18	inquiry	inquiry	NOUN
fcis-13814	157	19	with	with	ADP
fcis-13814	157	20	disease	disease	NOUN
fcis-13814	157	21	diagnosis	diagnosis	NOUN
fcis-13814	157	22	classification	classification	NOUN
fcis-13814	157	23	.	.	PUNCT
fcis-13814	158	1	this	this	DET
fcis-13814	158	2	algorithm	algorithm	NOUN
fcis-13814	158	3	dynamically	dynamically	ADV
fcis-13814	158	4	updates	update	VERB
fcis-13814	158	5	the	the	DET
fcis-13814	158	6	list	list	NOUN
fcis-13814	158	7	of	of	ADP
fcis-13814	158	8	confirmed	confirm	VERB
fcis-13814	158	9	diseases	disease	NOUN
fcis-13814	158	10	in	in	ADP
fcis-13814	158	11	real	real	ADJ
fcis-13814	158	12	scenarios	scenario	NOUN
fcis-13814	158	13	,	,	PUNCT
fcis-13814	158	14	improving	improve	VERB
fcis-13814	158	15	the	the	DET
fcis-13814	158	16	interpretability	interpretability	NOUN
fcis-13814	158	17	and	and	CCONJ
fcis-13814	158	18	performance	performance	NOUN
fcis-13814	158	19	of	of	ADP
fcis-13814	158	20	the	the	DET
fcis-13814	158	21	diagnostic	diagnostic	ADJ
fcis-13814	158	22	process	process	NOUN
fcis-13814	158	23	,	,	PUNCT
fcis-13814	158	24	and	and	CCONJ
fcis-13814	158	25	achieving	achieve	VERB
fcis-13814	158	26	the	the	DET
fcis-13814	158	27	entire	entire	ADJ
fcis-13814	158	28	process	process	NOUN
fcis-13814	158	29	of	of	ADP
fcis-13814	158	30	intelligent	intelligent	ADJ
fcis-13814	158	31	diagnosis	diagnosis	NOUN
fcis-13814	158	32	.	.	PUNCT
fcis-13814	159	1	2	2	X
fcis-13814	159	2	)	)	PUNCT
fcis-13814	159	3	a	a	DET
fcis-13814	159	4	symptom	symptom	NOUN
fcis-13814	159	5	screening	screen	VERB
fcis-13814	159	6	algorithm	algorithm	NOUN
fcis-13814	159	7	based	base	VERB
fcis-13814	159	8	on	on	ADP
fcis-13814	159	9	the	the	DET
fcis-13814	159	10	differences	difference	NOUN
fcis-13814	159	11	in	in	ADP
fcis-13814	159	12	disease	disease	NOUN
fcis-13814	159	13	symptom	symptom	NOUN
fcis-13814	159	14	sets	set	NOUN
fcis-13814	159	15	has	have	AUX
fcis-13814	159	16	been	be	AUX
fcis-13814	159	17	introduced	introduce	VERB
fcis-13814	159	18	to	to	PART
fcis-13814	159	19	provide	provide	VERB
fcis-13814	159	20	effective	effective	ADJ
fcis-13814	159	21	symptom	symptom	NOUN
fcis-13814	159	22	information	information	NOUN
fcis-13814	159	23	for	for	ADP
fcis-13814	159	24	the	the	DET
fcis-13814	159	25	final	final	ADJ
fcis-13814	159	26	diagnosis	diagnosis	NOUN
fcis-13814	159	27	process	process	NOUN
fcis-13814	159	28	.	.	PUNCT
fcis-13814	160	1	this	this	DET
fcis-13814	160	2	algorithm	algorithm	NOUN
fcis-13814	160	3	can	can	AUX
fcis-13814	160	4	improve	improve	VERB
fcis-13814	160	5	the	the	DET
fcis-13814	160	6	accuracy	accuracy	NOUN
fcis-13814	160	7	and	and	CCONJ
fcis-13814	160	8	efficiency	efficiency	NOUN
fcis-13814	160	9	of	of	ADP
fcis-13814	160	10	conversational	conversational	ADJ
fcis-13814	160	11	disease	disease	NOUN
fcis-13814	160	12	diagnosis	diagnosis	NOUN
fcis-13814	160	13	with	with	ADP
fcis-13814	160	14	fewer	few	ADJ
fcis-13814	160	15	questioning	questioning	NOUN
fcis-13814	160	16	steps	step	NOUN
fcis-13814	160	17	.	.	PUNCT
fcis-13814	161	1	by	by	ADP
fcis-13814	161	2	the	the	DET
fcis-13814	161	3	continuous	continuous	ADJ
fcis-13814	161	4	development	development	NOUN
fcis-13814	161	5	of	of	ADP
fcis-13814	161	6	artificial	artificial	ADJ
fcis-13814	161	7	intelligence	intelligence	NOUN
fcis-13814	161	8	technology	technology	NOUN
fcis-13814	161	9	and	and	CCONJ
fcis-13814	161	10	the	the	DET
fcis-13814	161	11	smart	smart	ADJ
fcis-13814	161	12	hospital	hospital	NOUN
fcis-13814	161	13	architecture	architecture	NOUN
fcis-13814	161	14	,	,	PUNCT
fcis-13814	161	15	it	it	PRON
fcis-13814	161	16	is	be	AUX
fcis-13814	161	17	significant	significant	ADJ
fcis-13814	161	18	to	to	PART
fcis-13814	161	19	utilize	utilize	VERB
fcis-13814	161	20	artificial	artificial	ADJ
fcis-13814	161	21	intelligence	intelligence	NOUN
fcis-13814	161	22	in	in	ADP
fcis-13814	161	23	hospital	hospital	NOUN
fcis-13814	161	24	scenarios	scenario	NOUN
fcis-13814	161	25	,	,	PUNCT
fcis-13814	161	26	especially	especially	ADV
fcis-13814	161	27	in	in	ADP
fcis-13814	161	28	medical	medical	ADJ
fcis-13814	161	29	diagnosis	diagnosis	NOUN
fcis-13814	161	30	situation	situation	NOUN
fcis-13814	161	31	.	.	PUNCT
fcis-13814	162	1	the	the	DET
fcis-13814	162	2	technology	technology	NOUN
fcis-13814	162	3	could	could	AUX
fcis-13814	162	4	save	save	VERB
fcis-13814	162	5	medical	medical	ADJ
fcis-13814	162	6	resources	resource	NOUN
fcis-13814	162	7	,	,	PUNCT
fcis-13814	162	8	and	and	CCONJ
fcis-13814	162	9	improve	improve	VERB
fcis-13814	162	10	the	the	DET
fcis-13814	162	11	hospital	hospital	NOUN
fcis-13814	162	12	's	's	PART
fcis-13814	162	13	treatment	treatment	NOUN
fcis-13814	162	14	level	level	NOUN
fcis-13814	162	15	,	,	PUNCT
fcis-13814	162	16	meanwhile	meanwhile	ADV
fcis-13814	162	17	,	,	PUNCT
fcis-13814	162	18	it	it	PRON
fcis-13814	162	19	is	be	AUX
fcis-13814	162	20	easily	easily	ADV
fcis-13814	162	21	to	to	PART
fcis-13814	162	22	promote	promote	VERB
fcis-13814	162	23	the	the	DET
fcis-13814	162	24	upgrading	upgrading	NOUN
fcis-13814	162	25	of	of	ADP
fcis-13814	162	26	service	service	NOUN
fcis-13814	162	27	and	and	CCONJ
fcis-13814	162	28	treatment	treatment	NOUN
fcis-13814	162	29	level	level	NOUN
fcis-13814	162	30	for	for	ADP
fcis-13814	162	31	the	the	DET
fcis-13814	162	32	traditional	traditional	ADJ
fcis-13814	162	33	medical	medical	ADJ
fcis-13814	162	34	industry	industry	NOUN
fcis-13814	162	35	,	,	PUNCT
fcis-13814	162	36	and	and	CCONJ
fcis-13814	162	37	alleviate	alleviate	VERB
fcis-13814	162	38	the	the	DET
fcis-13814	162	39	shortage	shortage	NOUN
fcis-13814	162	40	of	of	ADP
fcis-13814	162	41	medical	medical	ADJ
fcis-13814	162	42	resources	resource	NOUN
fcis-13814	162	43	.	.	PUNCT
fcis-13814	163	1	computer	computer	NOUN
fcis-13814	163	2	vision	vision	PROPN
fcis-13814	163	3	recognition	recognition	PROPN
fcis-13814	163	4	technology	technology	NOUN
fcis-13814	163	5	,	,	PUNCT
fcis-13814	163	6	natural	natural	ADJ
fcis-13814	163	7	language	language	NOUN
fcis-13814	163	8	processing	processing	NOUN
fcis-13814	163	9	technology	technology	NOUN
fcis-13814	163	10	,	,	PUNCT
fcis-13814	163	11	and	and	CCONJ
fcis-13814	163	12	speech	speech	NOUN
fcis-13814	163	13	recognition	recognition	NOUN
fcis-13814	163	14	technology	technology	NOUN
fcis-13814	163	15	,	,	PUNCT
fcis-13814	163	16	as	as	ADP
fcis-13814	163	17	the	the	DET
fcis-13814	163	18	three	three	NUM
fcis-13814	163	19	major	major	ADJ
fcis-13814	163	20	engines	engine	NOUN
fcis-13814	163	21	of	of	ADP
fcis-13814	163	22	deep	deep	ADJ
fcis-13814	163	23	learning	learning	NOUN
fcis-13814	163	24	in	in	ADP
fcis-13814	163	25	artificial	artificial	ADJ
fcis-13814	163	26	intelligence	intelligence	NOUN
fcis-13814	163	27	,	,	PUNCT
fcis-13814	163	28	are	be	AUX
fcis-13814	163	29	widely	widely	ADV
fcis-13814	163	30	used	use	VERB
fcis-13814	163	31	in	in	ADP
fcis-13814	163	32	the	the	DET
fcis-13814	163	33	development	development	NOUN
fcis-13814	163	34	of	of	ADP
fcis-13814	163	35	medical	medical	ADJ
fcis-13814	163	36	artificial	artificial	ADJ
fcis-13814	163	37	intelligence	intelligence	NOUN
fcis-13814	163	38	products	product	NOUN
fcis-13814	163	39	.	.	PUNCT
fcis-13814	164	1	at	at	ADP
fcis-13814	164	2	present	present	ADJ
fcis-13814	164	3	,	,	PUNCT
fcis-13814	164	4	the	the	DET
fcis-13814	164	5	research	research	NOUN
fcis-13814	164	6	hotspots	hotspot	NOUN
fcis-13814	164	7	and	and	CCONJ
fcis-13814	164	8	fields	field	NOUN
fcis-13814	164	9	of	of	ADP
fcis-13814	164	10	medical	medical	ADJ
fcis-13814	164	11	artificial	artificial	ADJ
fcis-13814	164	12	intelligence	intelligence	NOUN
fcis-13814	164	13	are	be	AUX
fcis-13814	164	14	still	still	ADV
fcis-13814	164	15	very	very	ADV
fcis-13814	164	16	broad	broad	ADJ
fcis-13814	164	17	.	.	PUNCT
fcis-13814	165	1	with	with	ADP
fcis-13814	165	2	the	the	DET
fcis-13814	165	3	continuous	continuous	ADJ
fcis-13814	165	4	deepening	deepening	NOUN
fcis-13814	165	5	of	of	ADP
fcis-13814	165	6	understanding	understanding	NOUN
fcis-13814	165	7	of	of	ADP
fcis-13814	165	8	medical	medical	ADJ
fcis-13814	165	9	artificial	artificial	ADJ
fcis-13814	165	10	intelligence	intelligence	NOUN
fcis-13814	165	11	and	and	CCONJ
fcis-13814	165	12	the	the	DET
fcis-13814	165	13	continuous	continuous	ADJ
fcis-13814	165	14	development	development	NOUN
fcis-13814	165	15	of	of	ADP
fcis-13814	165	16	related	related	ADJ
fcis-13814	165	17	technologies	technology	NOUN
fcis-13814	165	18	,	,	PUNCT
fcis-13814	165	19	the	the	DET
fcis-13814	165	20	future	future	NOUN
fcis-13814	165	21	of	of	ADP
fcis-13814	165	22	medical	medical	ADJ
fcis-13814	165	23	artificial	artificial	ADJ
fcis-13814	165	24	intelligence	intelligence	NOUN
fcis-13814	165	25	will	will	AUX
fcis-13814	165	26	inevitably	inevitably	ADV
fcis-13814	165	27	involve	involve	VERB
fcis-13814	165	28	the	the	DET
fcis-13814	165	29	collection	collection	NOUN
fcis-13814	165	30	and	and	CCONJ
fcis-13814	165	31	organization	organization	NOUN
fcis-13814	165	32	of	of	ADP
fcis-13814	165	33	clinical	clinical	ADJ
fcis-13814	165	34	information	information	NOUN
fcis-13814	165	35	,	,	PUNCT
fcis-13814	165	36	data	datum	NOUN
fcis-13814	165	37	extraction	extraction	NOUN
fcis-13814	165	38	and	and	CCONJ
fcis-13814	165	39	analysis	analysis	NOUN
fcis-13814	165	40	,	,	PUNCT
fcis-13814	165	41	diagnosis	diagnosis	NOUN
fcis-13814	165	42	and	and	CCONJ
fcis-13814	165	43	treatment	treatment	NOUN
fcis-13814	165	44	quality	quality	NOUN
fcis-13814	165	45	control	control	NOUN
fcis-13814	165	46	,	,	PUNCT
fcis-13814	165	47	physical	physical	ADJ
fcis-13814	165	48	examination	examination	NOUN
fcis-13814	165	49	screening	screening	NOUN
fcis-13814	165	50	,	,	PUNCT
fcis-13814	165	51	treatment	treatment	NOUN
fcis-13814	165	52	plan	plan	NOUN
fcis-13814	165	53	decision	decision	NOUN
fcis-13814	165	54	-	-	PUNCT
fcis-13814	165	55	making	making	NOUN
fcis-13814	165	56	,	,	PUNCT
fcis-13814	165	57	efficacy	efficacy	NOUN
fcis-13814	165	58	evaluation	evaluation	NOUN
fcis-13814	165	59	,	,	PUNCT
fcis-13814	165	60	and	and	CCONJ
fcis-13814	165	61	prognosis	prognosis	NOUN
fcis-13814	165	62	prediction	prediction	NOUN
fcis-13814	165	63	.	.	PUNCT
fcis-13814	166	1	it	it	PRON
fcis-13814	166	2	will	will	AUX
fcis-13814	166	3	gradually	gradually	ADV
fcis-13814	166	4	be	be	AUX
fcis-13814	166	5	applied	apply	VERB
fcis-13814	166	6	to	to	ADP
fcis-13814	166	7	the	the	DET
fcis-13814	166	8	full	full	ADJ
fcis-13814	166	9	chain	chain	NOUN
fcis-13814	166	10	medical	medical	ADJ
fcis-13814	166	11	scene	scene	NOUN
fcis-13814	166	12	of	of	ADP
fcis-13814	166	13	clinical	clinical	ADJ
fcis-13814	166	14	research	research	NOUN
fcis-13814	166	15	,	,	PUNCT
fcis-13814	166	16	moving	move	VERB
fcis-13814	166	17	from	from	ADP
fcis-13814	166	18	early	early	ADJ
fcis-13814	166	19	diagnosis	diagnosis	NOUN
fcis-13814	166	20	to	to	ADP
fcis-13814	166	21	clinical	clinical	ADJ
fcis-13814	166	22	treatment	treatment	NOUN
fcis-13814	166	23	,	,	PUNCT
fcis-13814	166	24	providing	provide	VERB
fcis-13814	166	25	doctors	doctor	NOUN
fcis-13814	166	26	with	with	ADP
fcis-13814	166	27	more	more	ADJ
fcis-13814	166	28	and	and	CCONJ
fcis-13814	166	29	better	well	ADJ
fcis-13814	166	30	assistance	assistance	NOUN
fcis-13814	166	31	.	.	PUNCT
fcis-13814	167	1	references	reference	NOUN
fcis-13814	167	2	[	[	X
fcis-13814	167	3	1	1	X
fcis-13814	167	4	]	]	PUNCT
fcis-13814	167	5	nianlin	nianlin	PROPN
fcis-13814	167	6	s	s	PROPN
fcis-13814	167	7	,	,	PUNCT
fcis-13814	167	8	xueling	xueling	NOUN
fcis-13814	167	9	h	h	PROPN
fcis-13814	167	10	,	,	PUNCT
fcis-13814	167	11	pengpeng	pengpeng	PROPN
fcis-13814	167	12	w.(2019	w.(2019	PROPN
fcis-13814	167	13	)	)	PUNCT
fcis-13814	167	14	.	.	PUNCT
fcis-13814	168	1	research	research	NOUN
fcis-13814	168	2	on	on	ADP
fcis-13814	168	3	the	the	DET
fcis-13814	168	4	application	application	NOUN
fcis-13814	168	5	of	of	ADP
fcis-13814	168	6	artificial	artificial	ADJ
fcis-13814	168	7	intelligence	intelligence	NOUN
fcis-13814	168	8	in	in	ADP
fcis-13814	168	9	the	the	DET
fcis-13814	168	10	medical	medical	ADJ
fcis-13814	168	11	field	field	NOUN
fcis-13814	168	12	.	.	PUNCT
fcis-13814	169	1	nursing	nursing	NOUN
fcis-13814	169	2	of	of	ADP
fcis-13814	169	3	integrated	integrate	VERB
fcis-13814	169	4	traditional	traditional	ADJ
fcis-13814	169	5	chinese	chinese	ADJ
fcis-13814	169	6	and	and	CCONJ
fcis-13814	169	7	western	western	ADJ
fcis-13814	169	8	medicine	medicine	NOUN
fcis-13814	169	9	,	,	PUNCT
fcis-13814	169	10	5(11	5(11	NUM
fcis-13814	169	11	)	)	PUNCT
fcis-13814	169	12	,	,	PUNCT
fcis-13814	169	13	pp.141	pp.141	PROPN
fcis-13814	169	14	-	-	X
fcis-13814	169	15	143	143	NUM
fcis-13814	169	16	.	.	PUNCT
fcis-13814	170	1	[	[	X
fcis-13814	170	2	2	2	NUM
fcis-13814	170	3	]	]	X
fcis-13814	170	4	wenjuan	wenjuan	PROPN
fcis-13814	170	5	z.(2013	z.(2013	PROPN
fcis-13814	170	6	)	)	PUNCT
fcis-13814	170	7	.	.	PUNCT
fcis-13814	171	1	research	research	NOUN
fcis-13814	171	2	on	on	ADP
fcis-13814	171	3	intelligent	intelligent	ADJ
fcis-13814	171	4	statistical	statistical	ADJ
fcis-13814	171	5	analysis	analysis	NOUN
fcis-13814	171	6	system	system	NOUN
fcis-13814	171	7	for	for	ADP
fcis-13814	171	8	hospital	hospital	NOUN
fcis-13814	171	9	information	information	NOUN
fcis-13814	171	10	.	.	PUNCT
fcis-13814	172	1	technological	technological	ADJ
fcis-13814	172	2	information	information	NOUN
fcis-13814	172	3	,	,	PUNCT
fcis-13814	172	4	(	(	PUNCT
fcis-13814	172	5	26	26	NUM
fcis-13814	172	6	)	)	PUNCT
fcis-13814	172	7	,	,	PUNCT
fcis-13814	172	8	pp.279	pp.279	NOUN
fcis-13814	172	9	-	-	PUNCT
fcis-13814	172	10	280	280	NUM
fcis-13814	172	11	.	.	PUNCT
fcis-13814	173	1	[	[	X
fcis-13814	173	2	3	3	X
fcis-13814	173	3	]	]	X
fcis-13814	173	4	hongkun	hongkun	PROPN
fcis-13814	173	5	y	y	PROPN
fcis-13814	173	6	,	,	PUNCT
fcis-13814	173	7	hao	hao	PROPN
fcis-13814	173	8	h	h	PROPN
fcis-13814	173	9	,	,	PUNCT
fcis-13814	173	10	qiang	qiang	PROPN
fcis-13814	173	11	l	l	PROPN
fcis-13814	173	12	,	,	PUNCT
fcis-13814	173	13	ziye	ziye	PROPN
fcis-13814	173	14	y.(2018	y.(2018	NOUN
fcis-13814	173	15	)	)	PUNCT
fcis-13814	173	16	.	.	PUNCT
fcis-13814	174	1	expanding	expand	VERB
fcis-13814	174	2	the	the	DET
fcis-13814	174	3	boundaries	boundary	NOUN
fcis-13814	174	4	of	of	ADP
fcis-13814	174	5	medical	medical	ADJ
fcis-13814	174	6	artificial	artificial	ADJ
fcis-13814	174	7	intelligence	intelligence	NOUN
fcis-13814	174	8	in	in	ADP
fcis-13814	174	9	xinjiang	xinjiang	PROPN
fcis-13814	174	10	.	.	PUNCT
fcis-13814	175	1	artificial	artificial	ADJ
fcis-13814	175	2	intelligence	intelligence	NOUN
fcis-13814	175	3	,	,	PUNCT
fcis-13814	175	4	4(11	4(11	NUM
fcis-13814	175	5	)	)	PUNCT
fcis-13814	175	6	,	,	PUNCT
fcis-13814	175	7	pp.89	pp.89	PROPN
fcis-13814	175	8	-	-	PUNCT
fcis-13814	175	9	97	97	NUM
fcis-13814	175	10	.	.	PUNCT
fcis-13814	176	1	[	[	X
fcis-13814	176	2	4	4	X
fcis-13814	176	3	]	]	X
fcis-13814	176	4	zhaofang	zhaofang	X
fcis-13814	176	5	z	z	PROPN
fcis-13814	176	6	,	,	PUNCT
fcis-13814	176	7	lin	lin	PROPN
fcis-13814	176	8	a.(2009	a.(2009	PROPN
fcis-13814	176	9	)	)	PUNCT
fcis-13814	176	10	.	.	PUNCT
fcis-13814	177	1	research	research	NOUN
fcis-13814	177	2	on	on	ADP
fcis-13814	177	3	the	the	DET
fcis-13814	177	4	construction	construction	NOUN
fcis-13814	177	5	and	and	CCONJ
fcis-13814	177	6	application	application	NOUN
fcis-13814	177	7	of	of	ADP
fcis-13814	177	8	a	a	DET
fcis-13814	177	9	new	new	ADJ
fcis-13814	177	10	traditional	traditional	ADJ
fcis-13814	177	11	chinese	chinese	ADJ
fcis-13814	177	12	medicine	medicine	NOUN
fcis-13814	177	13	expert	expert	NOUN
fcis-13814	177	14	system	system	NOUN
fcis-13814	177	15	.	.	PUNCT
fcis-13814	178	1	journal	journal	PROPN
fcis-13814	178	2	of	of	ADP
fcis-13814	178	3	liaoning	liaoning	PROPN
fcis-13814	178	4	university	university	PROPN
fcis-13814	178	5	of	of	ADP
fcis-13814	178	6	tcm	tcm	PROPN
fcis-13814	178	7	,	,	PUNCT
fcis-13814	178	8	11(10	11(10	NUM
fcis-13814	178	9	)	)	PUNCT
fcis-13814	178	10	,	,	PUNCT
fcis-13814	178	11	pp.9	pp.9	NOUN
fcis-13814	178	12	-	-	PUNCT
fcis-13814	178	13	10	10	NUM
fcis-13814	178	14	.	.	PUNCT
fcis-13814	179	1	[	[	X
fcis-13814	179	2	5	5	NUM
fcis-13814	179	3	]	]	SYM
fcis-13814	179	4	huikang	huikang	PROPN
fcis-13814	179	5	z	z	PROPN
fcis-13814	179	6	,	,	PUNCT
fcis-13814	179	7	zongcai	zongcai	PROPN
fcis-13814	179	8	q	q	PROPN
fcis-13814	179	9	,	,	PUNCT
fcis-13814	179	10	jinghui	jinghui	PROPN
fcis-13814	179	11	q	q	X
fcis-13814	179	12	,	,	PUNCT
fcis-13814	179	13	jun	jun	PROPN
fcis-13814	179	14	l	l	PROPN
fcis-13814	179	15	,	,	PUNCT
fcis-13814	179	16	weizhong	weizhong	PROPN
fcis-13814	179	17	x	x	PROPN
fcis-13814	179	18	,	,	PUNCT
fcis-13814	179	19	jinhua	jinhua	PROPN
fcis-13814	179	20	l.(2002	l.(2002	PROPN
fcis-13814	179	21	)	)	PUNCT
fcis-13814	179	22	.	.	PUNCT
fcis-13814	180	1	expert	expert	NOUN
fcis-13814	180	2	system	system	NOUN
fcis-13814	180	3	and	and	CCONJ
fcis-13814	180	4	its	its	PRON
fcis-13814	180	5	application	application	NOUN
fcis-13814	180	6	in	in	ADP
fcis-13814	180	7	medical	medical	ADJ
fcis-13814	180	8	diagnosis	diagnosis	NOUN
fcis-13814	180	9	.	.	PUNCT
fcis-13814	181	1	j	j	PROPN
fcis-13814	182	1	fourth	fourth	ADJ
fcis-13814	182	2	mil	mil	NOUN
fcis-13814	182	3	med	med	PROPN
fcis-13814	182	4	univ	univ	PROPN
fcis-13814	182	5	,	,	PUNCT
fcis-13814	182	6	4(s1	4(s1	NUM
fcis-13814	182	7	)	)	PUNCT
fcis-13814	182	8	,	,	PUNCT
fcis-13814	182	9	pp.73	pp.73	NOUN
fcis-13814	182	10	-	-	SYM
fcis-13814	182	11	76	76	NUM
fcis-13814	182	12	.	.	PUNCT
fcis-13814	183	1	[	[	X
fcis-13814	183	2	6	6	NUM
fcis-13814	183	3	]	]	X
fcis-13814	183	4	liu	liu	PROPN
fcis-13814	183	5	w	w	PROPN
fcis-13814	183	6	,	,	PUNCT
fcis-13814	183	7	tang	tang	PROPN
fcis-13814	183	8	j	j	PROPN
fcis-13814	183	9	,	,	PUNCT
fcis-13814	183	10	cheng	cheng	PROPN
fcis-13814	183	11	y	y	PROPN
fcis-13814	183	12	,	,	PUNCT
fcis-13814	183	13	wenjie	wenjie	PROPN
fcis-13814	183	14	l	l	PROPN
fcis-13814	183	15	,	,	PUNCT
fcis-13814	183	16	yefeng	yefeng	PROPN
fcis-13814	183	17	z	z	PROPN
fcis-13814	183	18	,	,	PUNCT
fcis-13814	183	19	xiaodan	xiaodan	PROPN
fcis-13814	183	20	l.meddg	l.meddg	PROPN
fcis-13814	183	21	:	:	PUNCT
fcis-13814	183	22	an	an	DET
fcis-13814	183	23	entity	entity	NOUN
fcis-13814	183	24	-	-	PUNCT
fcis-13814	183	25	centric	centric	ADJ
fcis-13814	183	26	medical	medical	ADJ
fcis-13814	183	27	consultation	consultation	NOUN
fcis-13814	183	28	dataset	dataset	VERB
fcis-13814	183	29	for	for	ADP
fcis-13814	183	30	entity	entity	NOUN
fcis-13814	183	31	-	-	PUNCT
fcis-13814	183	32	aware	aware	ADJ
fcis-13814	183	33	medical	medical	ADJ
fcis-13814	183	34	dialogue	dialogue	NOUN
fcis-13814	183	35	generation[j	generation[j	PROPN
fcis-13814	183	36	]	]	X
fcis-13814	183	37	.	.	PUNCT
fcis-13814	184	1	2022.doi	2022.doi	NUM
fcis-13814	184	2	:	:	PUNCT
fcis-13814	184	3	10	10	NUM
fcis-13814	184	4	.	.	X
fcis-13814	185	1	1007/	1007/	NUM
fcis-13814	185	2	978	978	NUM
fcis-13814	185	3	-	-	SYM
fcis-13814	185	4	3	3	NUM
fcis-13814	185	5	-	-	PUNCT
fcis-13814	185	6	031	031	NUM
fcis-13814	185	7	-	-	PUNCT
fcis-13814	185	8	17120	17120	NUM
fcis-13814	185	9	-	-	PUNCT
fcis-13814	185	10	8_35	8_35	NUM
fcis-13814	185	11	.	.	PUNCT
fcis-13814	186	1	[	[	X
fcis-13814	186	2	7	7	X
fcis-13814	186	3	]	]	X
fcis-13814	186	4	lianhai	lianhai	PROPN
fcis-13814	186	5	y	y	PROPN
fcis-13814	186	6	,	,	PUNCT
fcis-13814	186	7	xiangwen	xiangwen	NOUN
fcis-13814	186	8	l	l	NOUN
fcis-13814	186	9	,	,	PUNCT
fcis-13814	186	10	jing	jing	PROPN
fcis-13814	186	11	x.(2020	x.(2020	PROPN
fcis-13814	186	12	)	)	PUNCT
fcis-13814	186	13	.	.	PUNCT
fcis-13814	187	1	research	research	NOUN
fcis-13814	187	2	on	on	ADP
fcis-13814	187	3	spam	spam	NOUN
fcis-13814	187	4	filtering	filter	VERB
fcis-13814	187	5	algorithm	algorithm	NOUN
fcis-13814	187	6	based	base	VERB
fcis-13814	187	7	on	on	ADP
fcis-13814	187	8	improved	improved	ADJ
fcis-13814	187	9	bayesian	bayesian	NOUN
fcis-13814	187	10	principle	principle	NOUN
fcis-13814	187	11	.	.	PUNCT
fcis-13814	188	1	computer	computer	NOUN
fcis-13814	188	2	&	&	CCONJ
fcis-13814	188	3	digital	digital	PROPN
fcis-13814	188	4	engineering	engineering	NOUN
fcis-13814	188	5	,	,	PUNCT
fcis-13814	188	6	3(48	3(48	NUM
fcis-13814	188	7	)	)	PUNCT
fcis-13814	188	8	,	,	PUNCT
fcis-13814	188	9	pp.513	pp.513	PROPN
fcis-13814	188	10	-	-	PUNCT
fcis-13814	188	11	517	517	NUM
fcis-13814	188	12	.	.	PUNCT