id	sid	tid	token	lemma	pos
aiua-10021	1	1	stesura	stesura	PROPN
aiua-10021	1	2	seveso	seveso	PROPN
aiua-10021	1	3	archivio	archivio	PROPN
aiua-10021	1	4	italiano	italiano	X
aiua-10021	1	5	di	di	X
aiua-10021	1	6	urologia	urologia	PROPN
aiua-10021	1	7	e	e	PROPN
aiua-10021	1	8	andrologia	andrologia	NOUN
aiua-10021	1	9	2021	2021	NUM
aiua-10021	1	10	;	;	PUNCT
aiua-10021	1	11	93	93	NUM
aiua-10021	1	12	,	,	PUNCT
aiua-10021	1	13	4418	4418	NUM
aiua-10021	1	14	original	original	ADJ
aiua-10021	1	15	paper	paper	NOUN
aiua-10021	1	16	no	no	DET
aiua-10021	1	17	conflict	conflict	NOUN
aiua-10021	1	18	of	of	ADP
aiua-10021	1	19	interest	interest	NOUN
aiua-10021	1	20	declared	declare	VERB
aiua-10021	1	21	.	.	PUNCT
aiua-10021	2	1	direction	direction	NOUN
aiua-10021	2	2	of	of	ADP
aiua-10021	2	3	possible	possible	ADJ
aiua-10021	2	4	outcomes	outcome	NOUN
aiua-10021	2	5	,	,	PUNCT
aiua-10021	2	6	after	after	ADP
aiua-10021	2	7	performing	perform	VERB
aiua-10021	2	8	each	each	DET
aiua-10021	2	9	treatment	treatment	NOUN
aiua-10021	2	10	-	-	PUNCT
aiua-10021	2	11	procedure	procedure	NOUN
aiua-10021	2	12	for	for	ADP
aiua-10021	2	13	every	every	DET
aiua-10021	2	14	individual	individual	ADJ
aiua-10021	2	15	patient	patient	NOUN
aiua-10021	2	16	.	.	PUNCT
aiua-10021	3	1	the	the	DET
aiua-10021	3	2	best	good	ADJ
aiua-10021	3	3	method	method	NOUN
aiua-10021	3	4	to	to	PART
aiua-10021	3	5	accomplish	accomplish	VERB
aiua-10021	3	6	the	the	DET
aiua-10021	3	7	aforementioned	aforementioned	ADJ
aiua-10021	3	8	goal	goal	NOUN
aiua-10021	3	9	,	,	PUNCT
aiua-10021	3	10	especially	especially	ADV
aiua-10021	3	11	in	in	ADP
aiua-10021	3	12	urology	urology	NOUN
aiua-10021	3	13	,	,	PUNCT
aiua-10021	3	14	was	be	AUX
aiua-10021	3	15	the	the	DET
aiua-10021	3	16	development	development	NOUN
aiua-10021	3	17	of	of	ADP
aiua-10021	3	18	nomograms	nomogram	NOUN
aiua-10021	3	19	,	,	PUNCT
aiua-10021	3	20	which	which	PRON
aiua-10021	3	21	are	be	AUX
aiua-10021	3	22	based	base	VERB
aiua-10021	3	23	on	on	ADP
aiua-10021	3	24	conventional	conventional	ADJ
aiua-10021	3	25	statistical	statistical	ADJ
aiua-10021	3	26	methods	method	NOUN
aiua-10021	3	27	(	(	PUNCT
aiua-10021	3	28	1	1	NUM
aiua-10021	3	29	)	)	PUNCT
aiua-10021	3	30	.	.	PUNCT
aiua-10021	4	1	such	such	ADJ
aiua-10021	4	2	statistical	statistical	ADJ
aiua-10021	4	3	methods	method	NOUN
aiua-10021	4	4	are	be	AUX
aiua-10021	4	5	performed	perform	VERB
aiua-10021	4	6	on	on	ADP
aiua-10021	4	7	a	a	DET
aiua-10021	4	8	specific	specific	ADJ
aiua-10021	4	9	dataset	dataset	NOUN
aiua-10021	4	10	with	with	ADP
aiua-10021	4	11	the	the	DET
aiua-10021	4	12	main	main	ADJ
aiua-10021	4	13	purpose	purpose	NOUN
aiua-10021	4	14	to	to	PART
aiua-10021	4	15	identify	identify	VERB
aiua-10021	4	16	potential	potential	ADJ
aiua-10021	4	17	relationships	relationship	NOUN
aiua-10021	4	18	(	(	PUNCT
aiua-10021	4	19	2	2	NUM
aiua-10021	4	20	)	)	PUNCT
aiua-10021	4	21	.	.	PUNCT
aiua-10021	5	1	these	these	DET
aiua-10021	5	2	techniques	technique	NOUN
aiua-10021	5	3	are	be	AUX
aiua-10021	5	4	usually	usually	ADV
aiua-10021	5	5	applied	apply	VERB
aiua-10021	5	6	on	on	ADP
aiua-10021	5	7	local	local	ADJ
aiua-10021	5	8	datasets	dataset	NOUN
aiua-10021	5	9	,	,	PUNCT
aiua-10021	5	10	but	but	CCONJ
aiua-10021	5	11	to	to	PART
aiua-10021	5	12	be	be	AUX
aiua-10021	5	13	valid	valid	ADJ
aiua-10021	5	14	,	,	PUNCT
aiua-10021	5	15	a	a	DET
aiua-10021	5	16	set	set	NOUN
aiua-10021	5	17	of	of	ADP
aiua-10021	5	18	assumptions	assumption	NOUN
aiua-10021	5	19	should	should	AUX
aiua-10021	5	20	be	be	AUX
aiua-10021	5	21	met	meet	VERB
aiua-10021	5	22	,	,	PUNCT
aiua-10021	5	23	which	which	PRON
aiua-10021	5	24	commonly	commonly	ADV
aiua-10021	5	25	are	be	AUX
aiua-10021	5	26	underestimated	underestimate	VERB
aiua-10021	5	27	in	in	ADP
aiua-10021	5	28	medical	medical	ADJ
aiua-10021	5	29	literature	literature	NOUN
aiua-10021	5	30	(	(	PUNCT
aiua-10021	5	31	3	3	NUM
aiua-10021	5	32	)	)	PUNCT
aiua-10021	5	33	.	.	PUNCT
aiua-10021	6	1	with	with	ADP
aiua-10021	6	2	the	the	DET
aiua-10021	6	3	increase	increase	NOUN
aiua-10021	6	4	in	in	ADP
aiua-10021	6	5	volume	volume	NOUN
aiua-10021	6	6	and	and	CCONJ
aiua-10021	6	7	availability	availability	NOUN
aiua-10021	6	8	of	of	ADP
aiua-10021	6	9	data	datum	NOUN
aiua-10021	6	10	,	,	PUNCT
aiua-10021	6	11	a	a	DET
aiua-10021	6	12	novel	novel	ADJ
aiua-10021	6	13	tool	tool	NOUN
aiua-10021	6	14	has	have	AUX
aiua-10021	6	15	emerged	emerge	VERB
aiua-10021	6	16	and	and	CCONJ
aiua-10021	6	17	has	have	VERB
aiua-10021	6	18	the	the	DET
aiua-10021	6	19	potential	potential	NOUN
aiua-10021	6	20	to	to	PART
aiua-10021	6	21	surpass	surpass	VERB
aiua-10021	6	22	all	all	DET
aiua-10021	6	23	others	other	NOUN
aiua-10021	6	24	,	,	PUNCT
aiua-10021	6	25	setting	set	VERB
aiua-10021	6	26	new	new	ADJ
aiua-10021	6	27	standards	standard	NOUN
aiua-10021	6	28	in	in	ADP
aiua-10021	6	29	the	the	DET
aiua-10021	6	30	management	management	NOUN
aiua-10021	6	31	of	of	ADP
aiua-10021	6	32	patients	patient	NOUN
aiua-10021	6	33	.	.	PUNCT
aiua-10021	7	1	this	this	DET
aiua-10021	7	2	novel	novel	ADJ
aiua-10021	7	3	tool	tool	NOUN
aiua-10021	7	4	is	be	AUX
aiua-10021	7	5	machine	machine	NOUN
aiua-10021	7	6	learning	learning	NOUN
aiua-10021	7	7	,	,	PUNCT
aiua-10021	7	8	a	a	DET
aiua-10021	7	9	major	major	ADJ
aiua-10021	7	10	artificial	artificial	ADJ
aiua-10021	7	11	intelligence	intelligence	NOUN
aiua-10021	7	12	(	(	PUNCT
aiua-10021	7	13	ai	ai	NOUN
aiua-10021	7	14	)	)	PUNCT
aiua-10021	7	15	field	field	NOUN
aiua-10021	7	16	,	,	PUNCT
aiua-10021	7	17	which	which	PRON
aiua-10021	7	18	develops	develop	VERB
aiua-10021	7	19	models	model	NOUN
aiua-10021	7	20	based	base	VERB
aiua-10021	7	21	on	on	ADP
aiua-10021	7	22	large	large	ADJ
aiua-10021	7	23	volumes	volume	NOUN
aiua-10021	7	24	of	of	ADP
aiua-10021	7	25	data	datum	NOUN
aiua-10021	7	26	in	in	ADP
aiua-10021	7	27	order	order	NOUN
aiua-10021	7	28	to	to	PART
aiua-10021	7	29	detect	detect	VERB
aiua-10021	7	30	relationships	relationship	NOUN
aiua-10021	7	31	or	or	CCONJ
aiua-10021	7	32	make	make	VERB
aiua-10021	7	33	predictions	prediction	NOUN
aiua-10021	7	34	(	(	PUNCT
aiua-10021	7	35	3	3	NUM
aiua-10021	7	36	)	)	PUNCT
aiua-10021	7	37	.	.	PUNCT
aiua-10021	8	1	the	the	DET
aiua-10021	8	2	strict	strict	ADJ
aiua-10021	8	3	assumptions	assumption	NOUN
aiua-10021	8	4	,	,	PUNCT
aiua-10021	8	5	which	which	PRON
aiua-10021	8	6	determine	determine	VERB
aiua-10021	8	7	statistics	statistic	NOUN
aiua-10021	8	8	applicability	applicability	NOUN
aiua-10021	8	9	,	,	PUNCT
aiua-10021	8	10	do	do	AUX
aiua-10021	8	11	not	not	PART
aiua-10021	8	12	pose	pose	VERB
aiua-10021	8	13	a	a	DET
aiua-10021	8	14	limit	limit	NOUN
aiua-10021	8	15	for	for	ADP
aiua-10021	8	16	ai	ai	NOUN
aiua-10021	8	17	and	and	CCONJ
aiua-10021	8	18	machine	machine	NOUN
aiua-10021	8	19	learning	learning	NOUN
aiua-10021	8	20	(	(	PUNCT
aiua-10021	8	21	ml	ml	NOUN
aiua-10021	8	22	)	)	PUNCT
aiua-10021	8	23	techniques	technique	NOUN
aiua-10021	8	24	,	,	PUNCT
aiua-10021	8	25	offering	offer	VERB
aiua-10021	8	26	the	the	DET
aiua-10021	8	27	advantage	advantage	NOUN
aiua-10021	8	28	of	of	ADP
aiua-10021	8	29	greater	great	ADJ
aiua-10021	8	30	flexibility	flexibility	NOUN
aiua-10021	8	31	and	and	CCONJ
aiua-10021	8	32	access	access	NOUN
aiua-10021	8	33	to	to	ADP
aiua-10021	8	34	more	more	ADJ
aiua-10021	8	35	healthcare	healthcare	NOUN
aiua-10021	8	36	-	-	PUNCT
aiua-10021	8	37	related	relate	VERB
aiua-10021	8	38	data	datum	NOUN
aiua-10021	8	39	,	,	PUNCT
aiua-10021	8	40	which	which	PRON
aiua-10021	8	41	commonly	commonly	ADV
aiua-10021	8	42	do	do	AUX
aiua-10021	8	43	not	not	PART
aiua-10021	8	44	comply	comply	VERB
aiua-10021	8	45	with	with	ADP
aiua-10021	8	46	these	these	DET
aiua-10021	8	47	rules	rule	NOUN
aiua-10021	8	48	(	(	PUNCT
aiua-10021	8	49	3	3	NUM
aiua-10021	8	50	)	)	PUNCT
aiua-10021	8	51	.	.	PUNCT
aiua-10021	9	1	in	in	ADP
aiua-10021	9	2	the	the	DET
aiua-10021	9	3	past	past	ADJ
aiua-10021	9	4	two	two	NUM
aiua-10021	9	5	decades	decade	NOUN
aiua-10021	9	6	,	,	PUNCT
aiua-10021	9	7	ai	ai	INTJ
aiua-10021	9	8	has	have	AUX
aiua-10021	9	9	been	be	AUX
aiua-10021	9	10	increasingly	increasingly	ADV
aiua-10021	9	11	applied	apply	VERB
aiua-10021	9	12	in	in	ADP
aiua-10021	9	13	everyday	everyday	ADJ
aiua-10021	9	14	urological	urological	ADJ
aiua-10021	9	15	clinical	clinical	ADJ
aiua-10021	9	16	practice	practice	NOUN
aiua-10021	9	17	and	and	CCONJ
aiua-10021	9	18	has	have	AUX
aiua-10021	9	19	shown	show	VERB
aiua-10021	9	20	promising	promising	ADJ
aiua-10021	9	21	results	result	NOUN
aiua-10021	9	22	(	(	PUNCT
aiua-10021	9	23	1	1	NUM
aiua-10021	9	24	,	,	PUNCT
aiua-10021	9	25	4	4	NUM
aiua-10021	9	26	)	)	PUNCT
aiua-10021	9	27	.	.	PUNCT
aiua-10021	10	1	most	most	ADJ
aiua-10021	10	2	of	of	ADP
aiua-10021	10	3	available	available	ADJ
aiua-10021	10	4	data	datum	NOUN
aiua-10021	10	5	of	of	ADP
aiua-10021	10	6	ai	ai	PROPN
aiua-10021	10	7	applications	application	NOUN
aiua-10021	10	8	in	in	ADP
aiua-10021	10	9	urology	urology	NOUN
aiua-10021	10	10	,	,	PUNCT
aiua-10021	10	11	deal	deal	VERB
aiua-10021	10	12	mainly	mainly	ADV
aiua-10021	10	13	with	with	ADP
aiua-10021	10	14	oncologic	oncologic	ADJ
aiua-10021	10	15	patients	patient	NOUN
aiua-10021	10	16	and	and	CCONJ
aiua-10021	10	17	associated	associate	VERB
aiua-10021	10	18	health	health	NOUN
aiua-10021	10	19	issues	issue	NOUN
aiua-10021	10	20	.	.	PUNCT
aiua-10021	11	1	in	in	ADP
aiua-10021	11	2	benign	benign	ADJ
aiua-10021	11	3	prostatic	prostatic	ADJ
aiua-10021	11	4	enlargement	enlargement	NOUN
aiua-10021	11	5	(	(	PUNCT
aiua-10021	11	6	bpe	bpe	PROPN
aiua-10021	11	7	)	)	PUNCT
aiua-10021	11	8	,	,	PUNCT
aiua-10021	11	9	ai	ai	VERB
aiua-10021	11	10	has	have	AUX
aiua-10021	11	11	been	be	AUX
aiua-10021	11	12	recently	recently	ADV
aiua-10021	11	13	used	use	VERB
aiua-10021	11	14	for	for	ADP
aiua-10021	11	15	predicting	predict	VERB
aiua-10021	11	16	the	the	DET
aiua-10021	11	17	severity	severity	NOUN
aiua-10021	11	18	of	of	ADP
aiua-10021	11	19	obstruction	obstruction	NOUN
aiua-10021	11	20	using	use	VERB
aiua-10021	11	21	diagnostic	diagnostic	ADJ
aiua-10021	11	22	tests	test	NOUN
aiua-10021	11	23	(	(	PUNCT
aiua-10021	11	24	5	5	NUM
aiua-10021	11	25	,	,	PUNCT
aiua-10021	11	26	6	6	NUM
aiua-10021	11	27	)	)	PUNCT
aiua-10021	11	28	.	.	PUNCT
aiua-10021	12	1	torshizi	torshizi	ADV
aiua-10021	12	2	et	et	PROPN
aiua-10021	12	3	al	al	PROPN
aiua-10021	12	4	.	.	PROPN
aiua-10021	13	1	(	(	PUNCT
aiua-10021	13	2	6	6	NUM
aiua-10021	13	3	)	)	PUNCT
aiua-10021	13	4	attempted	attempt	VERB
aiua-10021	13	5	to	to	PART
aiua-10021	13	6	infer	infer	VERB
aiua-10021	13	7	symptom	symptom	NOUN
aiua-10021	13	8	score	score	NOUN
aiua-10021	13	9	and	and	CCONJ
aiua-10021	13	10	also	also	ADV
aiua-10021	13	11	provide	provide	VERB
aiua-10021	13	12	a	a	DET
aiua-10021	13	13	treatment	treatment	NOUN
aiua-10021	13	14	suggestion	suggestion	NOUN
aiua-10021	13	15	for	for	ADP
aiua-10021	13	16	bpe	bpe	PROPN
aiua-10021	13	17	,	,	PUNCT
aiua-10021	13	18	using	use	VERB
aiua-10021	13	19	a	a	DET
aiua-10021	13	20	fuzzy	fuzzy	ADJ
aiua-10021	13	21	-	-	PUNCT
aiua-10021	13	22	ontology	ontology	NOUN
aiua-10021	13	23	system	system	NOUN
aiua-10021	13	24	,	,	PUNCT
aiua-10021	13	25	which	which	PRON
aiua-10021	13	26	relies	rely	VERB
aiua-10021	13	27	on	on	ADP
aiua-10021	13	28	a	a	DET
aiua-10021	13	29	logic	logic	NOUN
aiua-10021	13	30	of	of	ADP
aiua-10021	13	31	imprecise	imprecise	ADJ
aiua-10021	13	32	information	information	NOUN
aiua-10021	13	33	or	or	CCONJ
aiua-10021	13	34	variables	variable	NOUN
aiua-10021	13	35	used	use	VERB
aiua-10021	13	36	to	to	PART
aiua-10021	13	37	make	make	VERB
aiua-10021	13	38	inferences	inference	NOUN
aiua-10021	13	39	(	(	PUNCT
aiua-10021	13	40	6	6	NUM
aiua-10021	13	41	,	,	PUNCT
aiua-10021	13	42	7	7	NUM
aiua-10021	13	43	)	)	PUNCT
aiua-10021	13	44	.	.	PUNCT
aiua-10021	14	1	a	a	DET
aiua-10021	14	2	reported	report	VERB
aiua-10021	14	3	accuracy	accuracy	NOUN
aiua-10021	14	4	of	of	ADP
aiua-10021	14	5	90	90	NUM
aiua-10021	14	6	%	%	NOUN
aiua-10021	14	7	,	,	PUNCT
aiua-10021	14	8	when	when	SCONJ
aiua-10021	14	9	compared	compare	VERB
aiua-10021	14	10	to	to	ADP
aiua-10021	14	11	expert	expert	ADJ
aiua-10021	14	12	opinion	opinion	NOUN
aiua-10021	14	13	for	for	ADP
aiua-10021	14	14	making	make	VERB
aiua-10021	14	15	this	this	DET
aiua-10021	14	16	decision	decision	NOUN
aiua-10021	14	17	,	,	PUNCT
aiua-10021	14	18	implies	imply	VERB
aiua-10021	14	19	that	that	SCONJ
aiua-10021	14	20	ai	ai	VERB
aiua-10021	14	21	can	can	AUX
aiua-10021	14	22	be	be	AUX
aiua-10021	14	23	helpful	helpful	ADJ
aiua-10021	14	24	in	in	ADP
aiua-10021	14	25	benign	benign	ADJ
aiua-10021	14	26	urological	urological	ADJ
aiua-10021	14	27	conditions	condition	NOUN
aiua-10021	14	28	.	.	PUNCT
aiua-10021	15	1	back	back	ADV
aiua-10021	15	2	in	in	ADP
aiua-10021	15	3	2001	2001	NUM
aiua-10021	15	4	,	,	PUNCT
aiua-10021	15	5	megherbi	megherbi	PROPN
aiua-10021	15	6	et	et	PROPN
aiua-10021	15	7	al	al	PROPN
aiua-10021	15	8	.	.	PROPN
aiua-10021	16	1	(	(	PUNCT
aiua-10021	16	2	8)	8)	NUM
aiua-10021	16	3	,	,	PUNCT
aiua-10021	16	4	evaluated	evaluate	VERB
aiua-10021	16	5	four	four	NUM
aiua-10021	16	6	ai	ai	NOUN
aiua-10021	16	7	algorithms	algorithm	NOUN
aiua-10021	16	8	regarding	regard	VERB
aiua-10021	16	9	their	their	PRON
aiua-10021	16	10	predictive	predictive	ADJ
aiua-10021	16	11	ability	ability	NOUN
aiua-10021	16	12	of	of	ADP
aiua-10021	16	13	surgical	surgical	ADJ
aiua-10021	16	14	treatment	treatment	NOUN
aiua-10021	16	15	success	success	NOUN
aiua-10021	16	16	for	for	ADP
aiua-10021	16	17	bpe	bpe	PROPN
aiua-10021	16	18	,	,	PUNCT
aiua-10021	16	19	using	use	VERB
aiua-10021	16	20	either	either	CCONJ
aiua-10021	16	21	transurethral	transurethral	ADJ
aiua-10021	16	22	resection	resection	NOUN
aiua-10021	16	23	or	or	CCONJ
aiua-10021	16	24	visual	visual	ADJ
aiua-10021	16	25	laser	laser	NOUN
aiua-10021	16	26	ablation	ablation	NOUN
aiua-10021	16	27	of	of	ADP
aiua-10021	16	28	the	the	DET
aiua-10021	16	29	prostate	prostate	NOUN
aiua-10021	16	30	(	(	PUNCT
aiua-10021	16	31	vlap	vlap	NOUN
aiua-10021	16	32	)	)	PUNCT
aiua-10021	16	33	(	(	PUNCT
aiua-10021	16	34	8)	8)	NUM
aiua-10021	16	35	.	.	PUNCT
aiua-10021	17	1	the	the	DET
aiua-10021	17	2	small	small	ADJ
aiua-10021	17	3	number	number	NOUN
aiua-10021	17	4	of	of	ADP
aiua-10021	17	5	patients	patient	NOUN
aiua-10021	17	6	,	,	PUNCT
aiua-10021	17	7	along	along	ADP
aiua-10021	17	8	with	with	ADP
aiua-10021	17	9	the	the	DET
aiua-10021	17	10	vague	vague	ADJ
aiua-10021	17	11	definition	definition	NOUN
aiua-10021	17	12	of	of	ADP
aiua-10021	17	13	outcome	outcome	NOUN
aiua-10021	17	14	,	,	PUNCT
aiua-10021	17	15	limit	limit	VERB
aiua-10021	17	16	the	the	DET
aiua-10021	17	17	applicability	applicability	NOUN
aiua-10021	17	18	of	of	ADP
aiua-10021	17	19	these	these	DET
aiua-10021	17	20	findings	finding	NOUN
aiua-10021	17	21	.	.	PUNCT
aiua-10021	18	1	objectives	objective	NOUN
aiua-10021	18	2	:	:	PUNCT
aiua-10021	18	3	artificial	artificial	ADJ
aiua-10021	18	4	intelligence	intelligence	NOUN
aiua-10021	18	5	(	(	PUNCT
aiua-10021	18	6	ai	ai	VERB
aiua-10021	18	7	)	)	PUNCT
aiua-10021	18	8	is	be	AUX
aiua-10021	18	9	increasingly	increasingly	ADV
aiua-10021	18	10	used	use	VERB
aiua-10021	18	11	in	in	ADP
aiua-10021	18	12	medicine	medicine	NOUN
aiua-10021	18	13	,	,	PUNCT
aiua-10021	18	14	but	but	CCONJ
aiua-10021	18	15	data	datum	NOUN
aiua-10021	18	16	on	on	ADP
aiua-10021	18	17	benign	benign	ADJ
aiua-10021	18	18	prostatic	prostatic	ADJ
aiua-10021	18	19	enlargement	enlargement	NOUN
aiua-10021	18	20	(	(	PUNCT
aiua-10021	18	21	bpe	bpe	PROPN
aiua-10021	18	22	)	)	PUNCT
aiua-10021	18	23	management	management	NOUN
aiua-10021	18	24	are	be	AUX
aiua-10021	18	25	lacking	lack	VERB
aiua-10021	18	26	.	.	PUNCT
aiua-10021	19	1	this	this	DET
aiua-10021	19	2	study	study	NOUN
aiua-10021	19	3	aims	aim	VERB
aiua-10021	19	4	to	to	PART
aiua-10021	19	5	test	test	VERB
aiua-10021	19	6	the	the	DET
aiua-10021	19	7	performance	performance	NOUN
aiua-10021	19	8	of	of	ADP
aiua-10021	19	9	several	several	ADJ
aiua-10021	19	10	machine	machine	NOUN
aiua-10021	19	11	learning	learning	NOUN
aiua-10021	19	12	algorithms	algorithm	NOUN
aiua-10021	19	13	,	,	PUNCT
aiua-10021	19	14	in	in	ADP
aiua-10021	19	15	predicting	predict	VERB
aiua-10021	19	16	clinical	clinical	ADJ
aiua-10021	19	17	outcomes	outcome	NOUN
aiua-10021	19	18	during	during	ADP
aiua-10021	19	19	bpe	bpe	PROPN
aiua-10021	19	20	surgical	surgical	ADJ
aiua-10021	19	21	management	management	NOUN
aiua-10021	19	22	.	.	PUNCT
aiua-10021	20	1	methods	method	NOUN
aiua-10021	20	2	:	:	PUNCT
aiua-10021	20	3	clinical	clinical	ADJ
aiua-10021	20	4	data	datum	NOUN
aiua-10021	20	5	were	be	AUX
aiua-10021	20	6	extracted	extract	VERB
aiua-10021	20	7	from	from	ADP
aiua-10021	20	8	a	a	DET
aiua-10021	20	9	prospectively	prospectively	ADV
aiua-10021	20	10	collected	collect	VERB
aiua-10021	20	11	database	database	NOUN
aiua-10021	20	12	for	for	ADP
aiua-10021	20	13	153	153	NUM
aiua-10021	20	14	men	man	NOUN
aiua-10021	20	15	with	with	ADP
aiua-10021	20	16	bpe	bpe	PROPN
aiua-10021	20	17	,	,	PUNCT
aiua-10021	20	18	treated	treat	VERB
aiua-10021	20	19	with	with	ADP
aiua-10021	20	20	transurethral	transurethral	ADJ
aiua-10021	20	21	resection	resection	NOUN
aiua-10021	20	22	(	(	PUNCT
aiua-10021	20	23	monopolar	monopolar	ADV
aiua-10021	20	24	or	or	CCONJ
aiua-10021	20	25	bipolar	bipolar	ADJ
aiua-10021	20	26	)	)	PUNCT
aiua-10021	20	27	or	or	CCONJ
aiua-10021	20	28	vaporization	vaporization	NOUN
aiua-10021	20	29	of	of	ADP
aiua-10021	20	30	the	the	DET
aiua-10021	20	31	prostate	prostate	NOUN
aiua-10021	20	32	.	.	PUNCT
aiua-10021	21	1	due	due	ADP
aiua-10021	21	2	to	to	ADP
aiua-10021	21	3	small	small	ADJ
aiua-10021	21	4	sample	sample	NOUN
aiua-10021	21	5	size	size	NOUN
aiua-10021	21	6	,	,	PUNCT
aiua-10021	21	7	we	we	PRON
aiua-10021	21	8	applied	apply	VERB
aiua-10021	21	9	a	a	DET
aiua-10021	21	10	method	method	NOUN
aiua-10021	21	11	for	for	ADP
aiua-10021	21	12	increasing	increase	VERB
aiua-10021	21	13	our	our	PRON
aiua-10021	21	14	dataset	dataset	NOUN
aiua-10021	21	15	,	,	PUNCT
aiua-10021	21	16	synthetic	synthetic	ADJ
aiua-10021	21	17	minority	minority	NOUN
aiua-10021	21	18	oversampling	oversample	VERB
aiua-10021	21	19	technique	technique	NOUN
aiua-10021	21	20	(	(	PUNCT
aiua-10021	21	21	smote	smote	NOUN
aiua-10021	21	22	)	)	PUNCT
aiua-10021	21	23	.	.	PUNCT
aiua-10021	22	1	the	the	DET
aiua-10021	22	2	new	new	ADJ
aiua-10021	22	3	dataset	dataset	NOUN
aiua-10021	22	4	created	create	VERB
aiua-10021	22	5	with	with	ADP
aiua-10021	22	6	smote	smote	NOUN
aiua-10021	22	7	has	have	AUX
aiua-10021	22	8	been	be	AUX
aiua-10021	22	9	expanded	expand	VERB
aiua-10021	22	10	by	by	ADP
aiua-10021	22	11	453	453	NUM
aiua-10021	22	12	synthetic	synthetic	ADJ
aiua-10021	22	13	instances	instance	NOUN
aiua-10021	22	14	,	,	PUNCT
aiua-10021	22	15	in	in	ADP
aiua-10021	22	16	addition	addition	NOUN
aiua-10021	22	17	to	to	ADP
aiua-10021	22	18	the	the	DET
aiua-10021	22	19	original	original	ADJ
aiua-10021	22	20	153	153	NUM
aiua-10021	22	21	.	.	PUNCT
aiua-10021	23	1	the	the	DET
aiua-10021	23	2	weka	weka	PROPN
aiua-10021	23	3	data	data	PROPN
aiua-10021	23	4	mining	mining	NOUN
aiua-10021	23	5	software	software	NOUN
aiua-10021	23	6	was	be	AUX
aiua-10021	23	7	used	use	VERB
aiua-10021	23	8	for	for	ADP
aiua-10021	23	9	constructing	construct	VERB
aiua-10021	23	10	predictive	predictive	ADJ
aiua-10021	23	11	models	model	NOUN
aiua-10021	23	12	,	,	PUNCT
aiua-10021	23	13	while	while	SCONJ
aiua-10021	23	14	several	several	ADJ
aiua-10021	23	15	appropriate	appropriate	ADJ
aiua-10021	23	16	statistical	statistical	ADJ
aiua-10021	23	17	measures	measure	NOUN
aiua-10021	23	18	,	,	PUNCT
aiua-10021	23	19	like	like	ADP
aiua-10021	23	20	correlation	correlation	NOUN
aiua-10021	23	21	coefficient	coefficient	NOUN
aiua-10021	23	22	(	(	PUNCT
aiua-10021	23	23	r	r	NOUN
aiua-10021	23	24	)	)	PUNCT
aiua-10021	23	25	,	,	PUNCT
aiua-10021	23	26	mean	mean	VERB
aiua-10021	23	27	absolute	absolute	ADJ
aiua-10021	23	28	error	error	NOUN
aiua-10021	23	29	(	(	PUNCT
aiua-10021	23	30	mae	mae	PROPN
aiua-10021	23	31	)	)	PUNCT
aiua-10021	23	32	,	,	PUNCT
aiua-10021	23	33	root	root	NOUN
aiua-10021	23	34	mean	mean	ADJ
aiua-10021	23	35	-	-	PUNCT
aiua-10021	23	36	squared	square	VERB
aiua-10021	23	37	error	error	NOUN
aiua-10021	23	38	(	(	PUNCT
aiua-10021	23	39	rmse	rmse	NOUN
aiua-10021	23	40	)	)	PUNCT
aiua-10021	23	41	,	,	PUNCT
aiua-10021	23	42	were	be	AUX
aiua-10021	23	43	calculated	calculate	VERB
aiua-10021	23	44	with	with	ADP
aiua-10021	23	45	several	several	ADJ
aiua-10021	23	46	supervised	supervised	ADJ
aiua-10021	23	47	regression	regression	NOUN
aiua-10021	23	48	algorithms	algorithms	NOUN
aiua-10021	23	49	techniques	technique	NOUN
aiua-10021	23	50	(	(	PUNCT
aiua-10021	23	51	linear	linear	PROPN
aiua-10021	23	52	regression	regression	NOUN
aiua-10021	23	53	,	,	PUNCT
aiua-10021	23	54	multilayer	multilayer	PROPN
aiua-10021	23	55	perceptron	perceptron	PROPN
aiua-10021	23	56	,	,	PUNCT
aiua-10021	23	57	smoreg	smoreg	PROPN
aiua-10021	23	58	,	,	PUNCT
aiua-10021	23	59	k	k	X
aiua-10021	23	60	-	-	PUNCT
aiua-10021	23	61	nearest	near	ADJ
aiua-10021	23	62	neighbors	neighbor	NOUN
aiua-10021	23	63	,	,	PUNCT
aiua-10021	23	64	bagging	bagging	NOUN
aiua-10021	23	65	,	,	PUNCT
aiua-10021	23	66	m5rules	m5rule	NOUN
aiua-10021	23	67	,	,	PUNCT
aiua-10021	23	68	m5p	m5p	NOUN
aiua-10021	23	69	pruned	prune	VERB
aiua-10021	23	70	model	model	NOUN
aiua-10021	23	71	tree	tree	NOUN
aiua-10021	23	72	,	,	PUNCT
aiua-10021	23	73	and	and	CCONJ
aiua-10021	23	74	random	random	ADJ
aiua-10021	23	75	forest	forest	NOUN
aiua-10021	23	76	)	)	PUNCT
aiua-10021	23	77	.	.	PUNCT
aiua-10021	24	1	results	result	NOUN
aiua-10021	24	2	:	:	PUNCT
aiua-10021	24	3	the	the	DET
aiua-10021	24	4	baseline	baseline	PROPN
aiua-10021	24	5	characteristics	characteristic	NOUN
aiua-10021	24	6	of	of	ADP
aiua-10021	24	7	patients	patient	NOUN
aiua-10021	24	8	were	be	AUX
aiua-10021	24	9	extracted	extract	VERB
aiua-10021	24	10	,	,	PUNCT
aiua-10021	24	11	with	with	ADP
aiua-10021	24	12	age	age	NOUN
aiua-10021	24	13	,	,	PUNCT
aiua-10021	24	14	prostate	prostate	NOUN
aiua-10021	24	15	volume	volume	NOUN
aiua-10021	24	16	,	,	PUNCT
aiua-10021	24	17	method	method	NOUN
aiua-10021	24	18	of	of	ADP
aiua-10021	24	19	operation	operation	NOUN
aiua-10021	24	20	,	,	PUNCT
aiua-10021	24	21	baseline	baseline	PROPN
aiua-10021	24	22	qmax	qmax	PROPN
aiua-10021	24	23	and	and	CCONJ
aiua-10021	24	24	baseline	baseline	PROPN
aiua-10021	24	25	ipss	ipss	PROPN
aiua-10021	24	26	being	be	AUX
aiua-10021	24	27	used	use	VERB
aiua-10021	24	28	as	as	ADP
aiua-10021	24	29	independent	independent	ADJ
aiua-10021	24	30	variables	variable	NOUN
aiua-10021	24	31	.	.	PUNCT
aiua-10021	25	1	using	use	VERB
aiua-10021	25	2	the	the	DET
aiua-10021	25	3	random	random	ADJ
aiua-10021	25	4	forest	forest	NOUN
aiua-10021	25	5	algorithm	algorithm	NOUN
aiua-10021	25	6	resulted	result	VERB
aiua-10021	25	7	in	in	ADP
aiua-10021	25	8	values	value	NOUN
aiua-10021	25	9	of	of	ADP
aiua-10021	25	10	r	r	PROPN
aiua-10021	25	11	,	,	PUNCT
aiua-10021	25	12	mae	mae	PROPN
aiua-10021	25	13	,	,	PUNCT
aiua-10021	25	14	rmse	rmse	NOUN
aiua-10021	25	15	that	that	PRON
aiua-10021	25	16	indicate	indicate	VERB
aiua-10021	25	17	the	the	DET
aiua-10021	25	18	ability	ability	NOUN
aiua-10021	25	19	of	of	ADP
aiua-10021	25	20	these	these	DET
aiua-10021	25	21	models	model	NOUN
aiua-10021	25	22	to	to	PART
aiua-10021	25	23	better	well	ADV
aiua-10021	25	24	predict	predict	VERB
aiua-10021	25	25	%	%	PROPN
aiua-10021	25	26	qmax	qmax	PROPN
aiua-10021	25	27	increase	increase	NOUN
aiua-10021	25	28	.	.	PUNCT
aiua-10021	26	1	the	the	DET
aiua-10021	26	2	random	random	ADJ
aiua-10021	26	3	forest	forest	NOUN
aiua-10021	26	4	model	model	NOUN
aiua-10021	26	5	also	also	ADV
aiua-10021	26	6	demonstrated	demonstrate	VERB
aiua-10021	26	7	the	the	DET
aiua-10021	26	8	best	good	ADJ
aiua-10021	26	9	results	result	NOUN
aiua-10021	26	10	in	in	ADP
aiua-10021	26	11	r	r	PROPN
aiua-10021	26	12	,	,	PUNCT
aiua-10021	26	13	mae	mae	PROPN
aiua-10021	26	14	,	,	PUNCT
aiua-10021	26	15	rmse	rmse	NOUN
aiua-10021	26	16	for	for	ADP
aiua-10021	26	17	predicting	predict	VERB
aiua-10021	26	18	%	%	PROPN
aiua-10021	26	19	ipss	ipss	PROPN
aiua-10021	26	20	reduction	reduction	NOUN
aiua-10021	26	21	.	.	PUNCT
aiua-10021	27	1	conclusions	conclusion	NOUN
aiua-10021	27	2	:	:	PUNCT
aiua-10021	27	3	machine	machine	NOUN
aiua-10021	27	4	learning	learn	VERB
aiua-10021	27	5	techniques	technique	NOUN
aiua-10021	27	6	can	can	AUX
aiua-10021	27	7	be	be	AUX
aiua-10021	27	8	used	use	VERB
aiua-10021	27	9	for	for	ADP
aiua-10021	27	10	making	make	VERB
aiua-10021	27	11	predictions	prediction	NOUN
aiua-10021	27	12	regarding	regard	VERB
aiua-10021	27	13	clinical	clinical	ADJ
aiua-10021	27	14	outcomes	outcome	NOUN
aiua-10021	27	15	of	of	ADP
aiua-10021	27	16	surgical	surgical	ADJ
aiua-10021	27	17	bpre	bpre	NOUN
aiua-10021	27	18	management	management	NOUN
aiua-10021	27	19	.	.	PUNCT
aiua-10021	28	1	wider	wide	ADJ
aiua-10021	28	2	-	-	PUNCT
aiua-10021	28	3	scale	scale	NOUN
aiua-10021	28	4	validation	validation	NOUN
aiua-10021	28	5	studies	study	NOUN
aiua-10021	28	6	are	be	AUX
aiua-10021	28	7	necessary	necessary	ADJ
aiua-10021	28	8	to	to	PART
aiua-10021	28	9	strengthen	strengthen	VERB
aiua-10021	28	10	our	our	PRON
aiua-10021	28	11	results	result	NOUN
aiua-10021	28	12	in	in	ADP
aiua-10021	28	13	choosing	choose	VERB
aiua-10021	28	14	the	the	DET
aiua-10021	28	15	best	good	ADJ
aiua-10021	28	16	model	model	NOUN
aiua-10021	28	17	.	.	PUNCT
aiua-10021	29	1	key	key	ADJ
aiua-10021	29	2	words	word	NOUN
aiua-10021	29	3	:	:	PUNCT
aiua-10021	29	4	artificial	artificial	ADJ
aiua-10021	29	5	intelligence	intelligence	NOUN
aiua-10021	29	6	;	;	PUNCT
aiua-10021	29	7	benign	benign	ADJ
aiua-10021	29	8	prostatic	prostatic	ADJ
aiua-10021	29	9	enlargement	enlargement	NOUN
aiua-10021	29	10	;	;	PUNCT
aiua-10021	29	11	machine	machine	NOUN
aiua-10021	29	12	learning	learning	NOUN
aiua-10021	29	13	;	;	PUNCT
aiua-10021	29	14	transurethral	transurethral	ADJ
aiua-10021	29	15	resection	resection	NOUN
aiua-10021	29	16	;	;	PUNCT
aiua-10021	29	17	transurethral	transurethral	ADJ
aiua-10021	29	18	vaporization	vaporization	NOUN
aiua-10021	29	19	.	.	PUNCT
aiua-10021	29	20	submitted	submit	VERB
aiua-10021	29	21	8	8	NUM
aiua-10021	29	22	august	august	PROPN
aiua-10021	29	23	2021	2021	NUM
aiua-10021	29	24	;	;	PUNCT
aiua-10021	29	25	accepted	accept	VERB
aiua-10021	29	26	22	22	NUM
aiua-10021	29	27	september	september	PROPN
aiua-10021	29	28	2021	2021	NUM
aiua-10021	29	29	introduction	introduction	NOUN
aiua-10021	29	30	the	the	DET
aiua-10021	29	31	holy	holy	ADJ
aiua-10021	29	32	grail	grail	NOUN
aiua-10021	29	33	of	of	ADP
aiua-10021	29	34	surgery	surgery	NOUN
aiua-10021	29	35	,	,	PUNCT
aiua-10021	29	36	in	in	ADP
aiua-10021	29	37	every	every	DET
aiua-10021	29	38	surgical	surgical	ADJ
aiua-10021	29	39	field	field	NOUN
aiua-10021	29	40	,	,	PUNCT
aiua-10021	29	41	is	be	AUX
aiua-10021	29	42	the	the	DET
aiua-10021	29	43	ability	ability	NOUN
aiua-10021	29	44	to	to	PART
aiua-10021	29	45	make	make	VERB
aiua-10021	29	46	accurate	accurate	ADJ
aiua-10021	29	47	predictions	prediction	NOUN
aiua-10021	29	48	of	of	ADP
aiua-10021	29	49	magnitude	magnitude	NOUN
aiua-10021	29	50	and	and	CCONJ
aiua-10021	29	51	the	the	DET
aiua-10021	29	52	use	use	NOUN
aiua-10021	29	53	and	and	CCONJ
aiua-10021	29	54	applicability	applicability	NOUN
aiua-10021	29	55	of	of	ADP
aiua-10021	29	56	machine	machine	NOUN
aiua-10021	29	57	learning	learn	VERB
aiua-10021	29	58	algorithms	algorithm	NOUN
aiua-10021	29	59	in	in	ADP
aiua-10021	29	60	predicting	predict	VERB
aiua-10021	29	61	the	the	DET
aiua-10021	29	62	surgical	surgical	ADJ
aiua-10021	29	63	outcome	outcome	NOUN
aiua-10021	29	64	for	for	ADP
aiua-10021	29	65	patients	patient	NOUN
aiua-10021	29	66	with	with	ADP
aiua-10021	29	67	benign	benign	ADJ
aiua-10021	29	68	prostatic	prostatic	ADJ
aiua-10021	29	69	enlargement	enlargement	NOUN
aiua-10021	29	70	.	.	PUNCT
aiua-10021	30	1	which	which	DET
aiua-10021	30	2	model	model	NOUN
aiua-10021	30	3	to	to	PART
aiua-10021	30	4	use	use	VERB
aiua-10021	30	5	?	?	PUNCT
aiua-10021	31	1	panagiotis	panagiotis	NOUN
aiua-10021	31	2	mourmouris	mourmouris	VERB
aiua-10021	31	3	1	1	NUM
aiua-10021	31	4	,	,	PUNCT
aiua-10021	31	5	lazaros	lazaro	VERB
aiua-10021	31	6	tzelves	tzelve	NOUN
aiua-10021	31	7	,	,	PUNCT
aiua-10021	31	8	georgios	georgios	PROPN
aiua-10021	31	9	feretzakis	feretzaki	NOUN
aiua-10021	31	10	2	2	NUM
aiua-10021	31	11	,	,	PUNCT
aiua-10021	31	12	3	3	NUM
aiua-10021	31	13	,	,	PUNCT
aiua-10021	31	14	dimitris	dimitris	PROPN
aiua-10021	31	15	kalles	kalles	PROPN
aiua-10021	31	16	2	2	NUM
aiua-10021	31	17	,	,	PUNCT
aiua-10021	31	18	ioannis	ioannis	PROPN
aiua-10021	31	19	manolitsis	manolitsis	PROPN
aiua-10021	31	20	1	1	NUM
aiua-10021	31	21	,	,	PUNCT
aiua-10021	31	22	marinos	marinos	PROPN
aiua-10021	31	23	berdempes	berdempe	VERB
aiua-10021	31	24	1	1	NUM
aiua-10021	31	25	,	,	PUNCT
aiua-10021	31	26	ioannis	ioannis	PROPN
aiua-10021	31	27	varkarakis	varkarakis	PROPN
aiua-10021	31	28	1	1	NUM
aiua-10021	31	29	,	,	PUNCT
aiua-10021	31	30	andreas	andrea	NOUN
aiua-10021	31	31	skolarikos	skolariko	VERB
aiua-10021	31	32	1	1	NUM
aiua-10021	31	33	1	1	NUM
aiua-10021	31	34	2nd	2nd	ADJ
aiua-10021	31	35	department	department	NOUN
aiua-10021	31	36	of	of	ADP
aiua-10021	31	37	urology	urology	NOUN
aiua-10021	31	38	,	,	PUNCT
aiua-10021	31	39	national	national	ADJ
aiua-10021	31	40	and	and	CCONJ
aiua-10021	31	41	kapodistrian	kapodistrian	ADJ
aiua-10021	31	42	university	university	PROPN
aiua-10021	31	43	of	of	ADP
aiua-10021	31	44	athens	athens	PROPN
aiua-10021	31	45	,	,	PUNCT
aiua-10021	31	46	sismanogleio	sismanogleio	PROPN
aiua-10021	31	47	general	general	ADJ
aiua-10021	31	48	hospital	hospital	PROPN
aiua-10021	31	49	,	,	PUNCT
aiua-10021	31	50	athens	athens	PROPN
aiua-10021	31	51	,	,	PUNCT
aiua-10021	31	52	greece	greece	PROPN
aiua-10021	31	53	;	;	PUNCT
aiua-10021	31	54	2	2	NUM
aiua-10021	31	55	school	school	NOUN
aiua-10021	31	56	of	of	ADP
aiua-10021	31	57	science	science	NOUN
aiua-10021	31	58	and	and	CCONJ
aiua-10021	31	59	technology	technology	NOUN
aiua-10021	31	60	,	,	PUNCT
aiua-10021	31	61	hellenic	hellenic	ADJ
aiua-10021	31	62	open	open	ADJ
aiua-10021	31	63	university	university	NOUN
aiua-10021	31	64	,	,	PUNCT
aiua-10021	31	65	26335	26335	NUM
aiua-10021	31	66	patras	patras	PROPN
aiua-10021	31	67	,	,	PUNCT
aiua-10021	31	68	greece	greece	PROPN
aiua-10021	31	69	;	;	PUNCT
aiua-10021	31	70	3	3	NUM
aiua-10021	31	71	department	department	NOUN
aiua-10021	31	72	of	of	ADP
aiua-10021	31	73	quality	quality	NOUN
aiua-10021	31	74	control	control	NOUN
aiua-10021	31	75	,	,	PUNCT
aiua-10021	31	76	research	research	NOUN
aiua-10021	31	77	and	and	CCONJ
aiua-10021	31	78	continuing	continue	VERB
aiua-10021	31	79	education	education	NOUN
aiua-10021	31	80	,	,	PUNCT
aiua-10021	31	81	sismanogleio	sismanogleio	PROPN
aiua-10021	31	82	general	general	ADJ
aiua-10021	31	83	hospital	hospital	NOUN
aiua-10021	31	84	,	,	PUNCT
aiua-10021	31	85	15126	15126	NUM
aiua-10021	31	86	marousi	marousi	NOUN
aiua-10021	31	87	,	,	PUNCT
aiua-10021	31	88	greece	greece	PROPN
aiua-10021	31	89	.	.	PUNCT
aiua-10021	32	1	doi	doi	PROPN
aiua-10021	32	2	:	:	PUNCT
aiua-10021	32	3	10.4081	10.4081	NUM
aiua-10021	32	4	/	/	SYM
aiua-10021	32	5	aiua.2021.4.418	aiua.2021.4.418	NOUN
aiua-10021	32	6	summary	summary	NOUN
aiua-10021	32	7	419archivio	419archivio	PROPN
aiua-10021	32	8	italiano	italiano	VERB
aiua-10021	32	9	di	di	X
aiua-10021	32	10	urologia	urologia	PROPN
aiua-10021	32	11	e	e	PROPN
aiua-10021	32	12	andrologia	andrologia	NOUN
aiua-10021	32	13	2021	2021	NUM
aiua-10021	32	14	;	;	PUNCT
aiua-10021	32	15	93	93	NUM
aiua-10021	32	16	,	,	PUNCT
aiua-10021	32	17	4	4	NUM
aiua-10021	32	18	machine	machine	NOUN
aiua-10021	32	19	learning	learn	VERB
aiua-10021	32	20	in	in	ADP
aiua-10021	32	21	bpe	bpe	PROPN
aiua-10021	32	22	surgery	surgery	NOUN
aiua-10021	32	23	several	several	ADJ
aiua-10021	32	24	techniques	technique	NOUN
aiua-10021	32	25	exist	exist	VERB
aiua-10021	32	26	for	for	ADP
aiua-10021	32	27	the	the	DET
aiua-10021	32	28	surgical	surgical	ADJ
aiua-10021	32	29	management	management	NOUN
aiua-10021	32	30	of	of	ADP
aiua-10021	32	31	bpe	bpe	PROPN
aiua-10021	32	32	,	,	PUNCT
aiua-10021	32	33	including	include	VERB
aiua-10021	32	34	transurethral	transurethral	ADJ
aiua-10021	32	35	vaporization	vaporization	NOUN
aiua-10021	32	36	using	use	VERB
aiua-10021	32	37	normal	normal	ADJ
aiua-10021	32	38	saline	saline	NOUN
aiua-10021	32	39	and	and	CCONJ
aiua-10021	32	40	bipolar	bipolar	ADJ
aiua-10021	32	41	energy	energy	NOUN
aiua-10021	32	42	(	(	PUNCT
aiua-10021	32	43	tuvis	tuvis	NOUN
aiua-10021	32	44	)	)	PUNCT
aiua-10021	32	45	,	,	PUNCT
aiua-10021	32	46	transurethral	transurethral	ADJ
aiua-10021	32	47	resection	resection	NOUN
aiua-10021	32	48	using	use	VERB
aiua-10021	32	49	normal	normal	ADJ
aiua-10021	32	50	saline	saline	NOUN
aiua-10021	32	51	and	and	CCONJ
aiua-10021	32	52	bipolar	bipolar	ADJ
aiua-10021	32	53	energy	energy	NOUN
aiua-10021	32	54	(	(	PUNCT
aiua-10021	32	55	turis	turis	NOUN
aiua-10021	32	56	)	)	PUNCT
aiua-10021	32	57	and	and	CCONJ
aiua-10021	32	58	transurethral	transurethral	ADJ
aiua-10021	32	59	resection	resection	NOUN
aiua-10021	32	60	using	use	VERB
aiua-10021	32	61	monopolar	monopolar	ADJ
aiua-10021	32	62	energy	energy	NOUN
aiua-10021	32	63	(	(	PUNCT
aiua-10021	32	64	turp	turp	NOUN
aiua-10021	32	65	)	)	PUNCT
aiua-10021	32	66	,	,	PUNCT
aiua-10021	32	67	with	with	ADP
aiua-10021	32	68	results	result	NOUN
aiua-10021	32	69	showing	show	VERB
aiua-10021	32	70	similar	similar	ADJ
aiua-10021	32	71	efficacy	efficacy	NOUN
aiua-10021	32	72	in	in	ADP
aiua-10021	32	73	most	most	ADJ
aiua-10021	32	74	trials	trial	NOUN
aiua-10021	32	75	at	at	ADP
aiua-10021	32	76	a	a	DET
aiua-10021	32	77	short	short	ADJ
aiua-10021	32	78	-	-	PUNCT
aiua-10021	32	79	term	term	NOUN
aiua-10021	32	80	follow	follow	NOUN
aiua-10021	32	81	-	-	PUNCT
aiua-10021	32	82	up	up	NOUN
aiua-10021	32	83	of	of	ADP
aiua-10021	32	84	12	12	NUM
aiua-10021	32	85	months	month	NOUN
aiua-10021	32	86	,	,	PUNCT
aiua-10021	32	87	using	use	VERB
aiua-10021	32	88	conventional	conventional	ADJ
aiua-10021	32	89	statistical	statistical	ADJ
aiua-10021	32	90	analysis	analysis	NOUN
aiua-10021	32	91	(	(	PUNCT
aiua-10021	32	92	9	9	NUM
aiua-10021	32	93	)	)	PUNCT
aiua-10021	32	94	.	.	PUNCT
aiua-10021	33	1	the	the	DET
aiua-10021	33	2	aim	aim	NOUN
aiua-10021	33	3	of	of	ADP
aiua-10021	33	4	this	this	DET
aiua-10021	33	5	study	study	NOUN
aiua-10021	33	6	is	be	AUX
aiua-10021	33	7	to	to	PART
aiua-10021	33	8	test	test	VERB
aiua-10021	33	9	and	and	CCONJ
aiua-10021	33	10	compare	compare	VERB
aiua-10021	33	11	several	several	ADJ
aiua-10021	33	12	machine	machine	NOUN
aiua-10021	33	13	learning	learning	NOUN
aiua-10021	33	14	algorithms	algorithm	NOUN
aiua-10021	33	15	,	,	PUNCT
aiua-10021	33	16	regarding	regard	VERB
aiua-10021	33	17	their	their	PRON
aiua-10021	33	18	predictive	predictive	ADJ
aiua-10021	33	19	ability	ability	NOUN
aiua-10021	33	20	for	for	ADP
aiua-10021	33	21	assessing	assess	VERB
aiua-10021	33	22	treatment	treatment	NOUN
aiua-10021	33	23	outcomes	outcome	NOUN
aiua-10021	33	24	for	for	ADP
aiua-10021	33	25	bpe	bpe	PROPN
aiua-10021	33	26	(	(	PUNCT
aiua-10021	33	27	ipss	ipss	PROPN
aiua-10021	33	28	score	score	NOUN
aiua-10021	33	29	and	and	CCONJ
aiua-10021	33	30	qmax	qmax	NOUN
aiua-10021	33	31	changes	change	NOUN
aiua-10021	33	32	)	)	PUNCT
aiua-10021	33	33	,	,	PUNCT
aiua-10021	33	34	using	use	VERB
aiua-10021	33	35	baseline	baseline	NOUN
aiua-10021	33	36	patient	patient	ADJ
aiua-10021	33	37	characteristics	characteristic	NOUN
aiua-10021	33	38	and	and	CCONJ
aiua-10021	33	39	one	one	NUM
aiua-10021	33	40	of	of	ADP
aiua-10021	33	41	the	the	DET
aiua-10021	33	42	treatment	treatment	NOUN
aiua-10021	33	43	methods	method	NOUN
aiua-10021	33	44	(	(	PUNCT
aiua-10021	33	45	tuvis	tuvis	NOUN
aiua-10021	33	46	,	,	PUNCT
aiua-10021	33	47	turis	turis	NOUN
aiua-10021	33	48	,	,	PUNCT
aiua-10021	33	49	turp	turp	NOUN
aiua-10021	33	50	)	)	PUNCT
aiua-10021	33	51	.	.	PUNCT
aiua-10021	34	1	methods	method	NOUN
aiua-10021	34	2	patients	patient	NOUN
aiua-10021	34	3	patients	patient	NOUN
aiua-10021	34	4	suffering	suffer	VERB
aiua-10021	34	5	from	from	ADP
aiua-10021	34	6	bpe	bpe	PROPN
aiua-10021	34	7	,	,	PUNCT
aiua-10021	34	8	who	who	PRON
aiua-10021	34	9	were	be	AUX
aiua-10021	34	10	admitted	admit	VERB
aiua-10021	34	11	at	at	ADP
aiua-10021	34	12	our	our	PRON
aiua-10021	34	13	tertiary	tertiary	ADJ
aiua-10021	34	14	care	care	NOUN
aiua-10021	34	15	urology	urology	PROPN
aiua-10021	34	16	department	department	NOUN
aiua-10021	34	17	between	between	ADP
aiua-10021	34	18	september	september	PROPN
aiua-10021	34	19	2017	2017	NUM
aiua-10021	34	20	and	and	CCONJ
aiua-10021	34	21	march	march	PROPN
aiua-10021	34	22	2019	2019	NUM
aiua-10021	34	23	,	,	PUNCT
aiua-10021	34	24	were	be	AUX
aiua-10021	34	25	operated	operate	VERB
aiua-10021	34	26	with	with	ADP
aiua-10021	34	27	one	one	NUM
aiua-10021	34	28	of	of	ADP
aiua-10021	34	29	three	three	NUM
aiua-10021	34	30	available	available	ADJ
aiua-10021	34	31	methods	method	NOUN
aiua-10021	34	32	(	(	PUNCT
aiua-10021	34	33	transurethral	transurethral	ADJ
aiua-10021	34	34	vaporization	vaporization	NOUN
aiua-10021	34	35	-	-	PUNCT
aiua-10021	34	36	tuvis	tuvis	NOUN
aiua-10021	34	37	,	,	PUNCT
aiua-10021	34	38	transurethral	transurethral	ADJ
aiua-10021	34	39	resection	resection	NOUN
aiua-10021	34	40	using	use	VERB
aiua-10021	34	41	bipolar	bipolar	ADJ
aiua-10021	34	42	energy	energy	NOUN
aiua-10021	34	43	-	-	PUNCT
aiua-10021	34	44	turis	turis	NOUN
aiua-10021	34	45	,	,	PUNCT
aiua-10021	34	46	transurethral	transurethral	ADJ
aiua-10021	34	47	resection	resection	NOUN
aiua-10021	34	48	using	use	VERB
aiua-10021	34	49	monopolar	monopolar	ADJ
aiua-10021	34	50	energy	energy	NOUN
aiua-10021	34	51	-	-	PUNCT
aiua-10021	34	52	turp	turp	NOUN
aiua-10021	34	53	)	)	PUNCT
aiua-10021	34	54	,	,	PUNCT
aiua-10021	34	55	according	accord	VERB
aiua-10021	34	56	to	to	ADP
aiua-10021	34	57	patient	patient	ADJ
aiua-10021	34	58	choice	choice	NOUN
aiua-10021	34	59	,	,	PUNCT
aiua-10021	34	60	physician	physician	ADJ
aiua-10021	34	61	surgical	surgical	ADJ
aiua-10021	34	62	competence	competence	NOUN
aiua-10021	34	63	and	and	CCONJ
aiua-10021	34	64	equipment	equipment	NOUN
aiua-10021	34	65	availability	availability	NOUN
aiua-10021	34	66	.	.	PUNCT
aiua-10021	35	1	data	datum	NOUN
aiua-10021	35	2	were	be	AUX
aiua-10021	35	3	extracted	extract	VERB
aiua-10021	35	4	retrospectively	retrospectively	ADV
aiua-10021	35	5	,	,	PUNCT
aiua-10021	35	6	using	use	VERB
aiua-10021	35	7	a	a	DET
aiua-10021	35	8	prospectively	prospectively	ADV
aiua-10021	35	9	collected	collect	VERB
aiua-10021	35	10	database	database	NOUN
aiua-10021	35	11	,	,	PUNCT
aiua-10021	35	12	and	and	CCONJ
aiua-10021	35	13	the	the	DET
aiua-10021	35	14	study	study	NOUN
aiua-10021	35	15	protocol	protocol	NOUN
aiua-10021	35	16	was	be	AUX
aiua-10021	35	17	duly	duly	ADV
aiua-10021	35	18	approved	approve	VERB
aiua-10021	35	19	by	by	ADP
aiua-10021	35	20	the	the	DET
aiua-10021	35	21	institutional	institutional	ADJ
aiua-10021	35	22	review	review	PROPN
aiua-10021	35	23	board	board	NOUN
aiua-10021	35	24	of	of	ADP
aiua-10021	35	25	the	the	DET
aiua-10021	35	26	hospital	hospital	NOUN
aiua-10021	35	27	(	(	PUNCT
aiua-10021	35	28	19836/07.10.2020	19836/07.10.2020	NUM
aiua-10021	35	29	)	)	PUNCT
aiua-10021	35	30	.	.	PUNCT
aiua-10021	36	1	all	all	DET
aiua-10021	36	2	patients	patient	NOUN
aiua-10021	36	3	signed	sign	VERB
aiua-10021	36	4	informed	informed	ADJ
aiua-10021	36	5	consent	consent	NOUN
aiua-10021	36	6	before	before	ADP
aiua-10021	36	7	being	be	AUX
aiua-10021	36	8	treated	treat	VERB
aiua-10021	36	9	for	for	ADP
aiua-10021	36	10	their	their	PRON
aiua-10021	36	11	condition	condition	NOUN
aiua-10021	36	12	and	and	CCONJ
aiua-10021	36	13	were	be	AUX
aiua-10021	36	14	treated	treat	VERB
aiua-10021	36	15	according	accord	VERB
aiua-10021	36	16	to	to	ADP
aiua-10021	36	17	the	the	DET
aiua-10021	36	18	principles	principle	NOUN
aiua-10021	36	19	of	of	ADP
aiua-10021	36	20	the	the	DET
aiua-10021	36	21	helsinki	helsinki	PROPN
aiua-10021	36	22	declaration	declaration	PROPN
aiua-10021	36	23	(	(	PUNCT
aiua-10021	36	24	10	10	NUM
aiua-10021	36	25	)	)	PUNCT
aiua-10021	36	26	.	.	PUNCT
aiua-10021	37	1	patients	patient	NOUN
aiua-10021	37	2	were	be	AUX
aiua-10021	37	3	included	include	VERB
aiua-10021	37	4	in	in	ADP
aiua-10021	37	5	the	the	DET
aiua-10021	37	6	study	study	NOUN
aiua-10021	37	7	if	if	SCONJ
aiua-10021	37	8	they	they	PRON
aiua-10021	37	9	had	have	VERB
aiua-10021	37	10	prostate	prostate	NOUN
aiua-10021	37	11	volume	volume	NOUN
aiua-10021	37	12	>	>	X
aiua-10021	37	13	30	30	NUM
aiua-10021	37	14	ml	ml	NOUN
aiua-10021	37	15	,	,	PUNCT
aiua-10021	37	16	indication	indication	NOUN
aiua-10021	37	17	for	for	ADP
aiua-10021	37	18	surgical	surgical	ADJ
aiua-10021	37	19	management	management	NOUN
aiua-10021	37	20	(	(	PUNCT
aiua-10021	37	21	urinary	urinary	ADJ
aiua-10021	37	22	retention	retention	NOUN
aiua-10021	37	23	,	,	PUNCT
aiua-10021	37	24	failure	failure	NOUN
aiua-10021	37	25	of	of	ADP
aiua-10021	37	26	medical	medical	ADJ
aiua-10021	37	27	management	management	NOUN
aiua-10021	37	28	,	,	PUNCT
aiua-10021	37	29	recurrent	recurrent	ADJ
aiua-10021	37	30	hematuria	hematuria	NOUN
aiua-10021	37	31	or	or	CCONJ
aiua-10021	37	32	urinary	urinary	ADJ
aiua-10021	37	33	tract	tract	NOUN
aiua-10021	37	34	infections	infection	NOUN
aiua-10021	37	35	)	)	PUNCT
aiua-10021	37	36	,	,	PUNCT
aiua-10021	37	37	absence	absence	NOUN
aiua-10021	37	38	of	of	ADP
aiua-10021	37	39	diagnosed	diagnose	VERB
aiua-10021	37	40	prostatic	prostatic	ADJ
aiua-10021	37	41	adenocarcinoma	adenocarcinoma	NOUN
aiua-10021	37	42	and/or	and/or	CCONJ
aiua-10021	37	43	pathologic	pathologic	ADJ
aiua-10021	37	44	digital	digital	ADJ
aiua-10021	37	45	rectal	rectal	ADJ
aiua-10021	37	46	examination	examination	NOUN
aiua-10021	37	47	,	,	PUNCT
aiua-10021	37	48	ipss	ipss	PROPN
aiua-10021	37	49	>	>	X
aiua-10021	37	50	7	7	NUM
aiua-10021	37	51	,	,	PUNCT
aiua-10021	37	52	and	and	CCONJ
aiua-10021	37	53	qmax	qmax	NOUN
aiua-10021	37	54	<	<	X
aiua-10021	37	55	15	15	NUM
aiua-10021	37	56	ml	ml	NOUN
aiua-10021	37	57	/	/	SYM
aiua-10021	37	58	sec	sec	PROPN
aiua-10021	37	59	.	.	PUNCT
aiua-10021	38	1	data	datum	NOUN
aiua-10021	38	2	collected	collect	VERB
aiua-10021	38	3	baseline	baseline	ADJ
aiua-10021	38	4	demographic	demographic	ADJ
aiua-10021	38	5	data	datum	NOUN
aiua-10021	38	6	(	(	PUNCT
aiua-10021	38	7	age	age	NOUN
aiua-10021	38	8	,	,	PUNCT
aiua-10021	38	9	medical	medical	ADJ
aiua-10021	38	10	history	history	NOUN
aiua-10021	38	11	,	,	PUNCT
aiua-10021	38	12	use	use	NOUN
aiua-10021	38	13	of	of	ADP
aiua-10021	38	14	antiplatelets	antiplatelet	NOUN
aiua-10021	38	15	,	,	PUNCT
aiua-10021	38	16	indication	indication	NOUN
aiua-10021	38	17	for	for	ADP
aiua-10021	38	18	surgery	surgery	NOUN
aiua-10021	38	19	,	,	PUNCT
aiua-10021	38	20	asa	asa	PROPN
aiua-10021	38	21	score	score	NOUN
aiua-10021	38	22	)	)	PUNCT
aiua-10021	38	23	and	and	CCONJ
aiua-10021	38	24	bpespecific	bpespecific	NOUN
aiua-10021	38	25	data	datum	NOUN
aiua-10021	38	26	(	(	PUNCT
aiua-10021	38	27	ipss	ipss	PROPN
aiua-10021	38	28	/	/	SYM
aiua-10021	38	29	qmax	qmax	PROPN
aiua-10021	38	30	/	/	SYM
aiua-10021	38	31	post	post	ADJ
aiua-10021	38	32	-	-	ADJ
aiua-10021	38	33	voiding	voiding	ADJ
aiua-10021	38	34	residual	residual	ADJ
aiua-10021	38	35	(	(	PUNCT
aiua-10021	38	36	pvr	pvr	NOUN
aiua-10021	38	37	)	)	PUNCT
aiua-10021	38	38	preand	preand	VERB
aiua-10021	38	39	postoperatively	postoperatively	ADJ
aiua-10021	38	40	,	,	PUNCT
aiua-10021	38	41	prostate	prostate	NOUN
aiua-10021	38	42	volume	volume	NOUN
aiua-10021	38	43	,	,	PUNCT
aiua-10021	38	44	psa	psa	NOUN
aiua-10021	38	45	,	,	PUNCT
aiua-10021	38	46	procedural	procedural	ADJ
aiua-10021	38	47	time	time	NOUN
aiua-10021	38	48	,	,	PUNCT
aiua-10021	38	49	haemoglobin	haemoglobin	NOUN
aiua-10021	38	50	,	,	PUNCT
aiua-10021	38	51	and	and	CCONJ
aiua-10021	38	52	sodium	sodium	NOUN
aiua-10021	38	53	changes	change	NOUN
aiua-10021	38	54	and	and	CCONJ
aiua-10021	38	55	complication	complication	NOUN
aiua-10021	38	56	rates	rate	NOUN
aiua-10021	38	57	)	)	PUNCT
aiua-10021	38	58	were	be	AUX
aiua-10021	38	59	collected	collect	VERB
aiua-10021	38	60	.	.	PUNCT
aiua-10021	39	1	functional	functional	ADJ
aiua-10021	39	2	outcomes	outcome	NOUN
aiua-10021	39	3	were	be	AUX
aiua-10021	39	4	assessed	assess	VERB
aiua-10021	39	5	based	base	VERB
aiua-10021	39	6	on	on	ADP
aiua-10021	39	7	follow	follow	NOUN
aiua-10021	39	8	-	-	PUNCT
aiua-10021	39	9	up	up	ADP
aiua-10021	39	10	visits	visit	NOUN
aiua-10021	39	11	at	at	ADP
aiua-10021	39	12	12	12	NUM
aiua-10021	39	13	months	month	NOUN
aiua-10021	39	14	after	after	ADP
aiua-10021	39	15	surgery	surgery	NOUN
aiua-10021	39	16	.	.	PUNCT
aiua-10021	40	1	operative	operative	ADJ
aiua-10021	40	2	technique	technique	NOUN
aiua-10021	40	3	surgery	surgery	NOUN
aiua-10021	40	4	was	be	AUX
aiua-10021	40	5	performed	perform	VERB
aiua-10021	40	6	under	under	ADP
aiua-10021	40	7	spinal	spinal	NOUN
aiua-10021	40	8	anesthesia	anesthesia	NOUN
aiua-10021	40	9	in	in	ADP
aiua-10021	40	10	all	all	DET
aiua-10021	40	11	cases	case	NOUN
aiua-10021	40	12	,	,	PUNCT
aiua-10021	40	13	using	use	VERB
aiua-10021	40	14	a	a	DET
aiua-10021	40	15	26	26	NUM
aiua-10021	40	16	fr	fr	ADJ
aiua-10021	40	17	continuous	continuous	ADJ
aiua-10021	40	18	flow	flow	NOUN
aiua-10021	40	19	resectoscope	resectoscope	NOUN
aiua-10021	40	20	(	(	PUNCT
aiua-10021	40	21	olympus	olympus	PROPN
aiua-10021	40	22	turis	turis	PROPN
aiua-10021	40	23	2.0	2.0	NUM
aiua-10021	40	24	,	,	PUNCT
aiua-10021	40	25	iglesias	iglesias	PROPN
aiua-10021	40	26	type	type	NOUN
aiua-10021	40	27	)	)	PUNCT
aiua-10021	40	28	for	for	ADP
aiua-10021	40	29	bipolar	bipolar	ADJ
aiua-10021	40	30	resection	resection	NOUN
aiua-10021	40	31	and	and	CCONJ
aiua-10021	40	32	vaporization	vaporization	NOUN
aiua-10021	40	33	and	and	CCONJ
aiua-10021	40	34	a	a	DET
aiua-10021	40	35	28	28	NUM
aiua-10021	40	36	fr	fr	ADJ
aiua-10021	40	37	non	non	ADJ
aiua-10021	40	38	-	-	ADJ
aiua-10021	40	39	rotating	rotate	VERB
aiua-10021	40	40	continuous	continuous	ADJ
aiua-10021	40	41	flow	flow	NOUN
aiua-10021	40	42	resectoscope	resectoscope	NOUN
aiua-10021	40	43	(	(	PUNCT
aiua-10021	40	44	karl	karl	PROPN
aiua-10021	40	45	storz	storz	PROPN
aiua-10021	40	46	)	)	PUNCT
aiua-10021	40	47	for	for	ADP
aiua-10021	40	48	monopolar	monopolar	ADJ
aiua-10021	40	49	resection	resection	NOUN
aiua-10021	40	50	.	.	PUNCT
aiua-10021	41	1	glycine	glycine	NOUN
aiua-10021	41	2	1.5	1.5	NUM
aiua-10021	41	3	%	%	NOUN
aiua-10021	41	4	solution	solution	NOUN
aiua-10021	41	5	was	be	AUX
aiua-10021	41	6	used	use	VERB
aiua-10021	41	7	as	as	ADP
aiua-10021	41	8	irrigation	irrigation	NOUN
aiua-10021	41	9	flow	flow	NOUN
aiua-10021	41	10	for	for	ADP
aiua-10021	41	11	monopolar	monopolar	NOUN
aiua-10021	41	12	tur	tur	PROPN
aiua-10021	41	13	-	-	PUNCT
aiua-10021	41	14	p	p	NOUN
aiua-10021	41	15	and	and	CCONJ
aiua-10021	41	16	n	n	CCONJ
aiua-10021	41	17	/	/	SYM
aiua-10021	41	18	s	s	PART
aiua-10021	41	19	0.9	0.9	NUM
aiua-10021	41	20	%	%	NOUN
aiua-10021	41	21	for	for	ADP
aiua-10021	41	22	bipolar	bipolar	ADJ
aiua-10021	41	23	tur	tur	NOUN
aiua-10021	41	24	-	-	NOUN
aiua-10021	41	25	p	p	NOUN
aiua-10021	41	26	and	and	CCONJ
aiua-10021	41	27	vaporization	vaporization	NOUN
aiua-10021	41	28	.	.	PUNCT
aiua-10021	42	1	during	during	ADP
aiua-10021	42	2	vaporization	vaporization	NOUN
aiua-10021	42	3	of	of	ADP
aiua-10021	42	4	the	the	DET
aiua-10021	42	5	prostate	prostate	NOUN
aiua-10021	42	6	,	,	PUNCT
aiua-10021	42	7	an	an	DET
aiua-10021	42	8	electrode	electrode	NOUN
aiua-10021	42	9	with	with	ADP
aiua-10021	42	10	a	a	DET
aiua-10021	42	11	mushroom	mushroom	NOUN
aiua-10021	42	12	-	-	PUNCT
aiua-10021	42	13	like	like	ADJ
aiua-10021	42	14	shape	shape	NOUN
aiua-10021	42	15	was	be	AUX
aiua-10021	42	16	used	use	VERB
aiua-10021	42	17	,	,	PUNCT
aiua-10021	42	18	and	and	CCONJ
aiua-10021	42	19	energy	energy	NOUN
aiua-10021	42	20	settings	setting	NOUN
aiua-10021	42	21	were	be	AUX
aiua-10021	42	22	set	set	VERB
aiua-10021	42	23	at	at	ADP
aiua-10021	42	24	270	270	NUM
aiua-10021	42	25	-	-	SYM
aiua-10021	42	26	290	290	NUM
aiua-10021	42	27	watt	watt	NOUN
aiua-10021	42	28	for	for	ADP
aiua-10021	42	29	vaporization	vaporization	NOUN
aiua-10021	42	30	and	and	CCONJ
aiua-10021	42	31	120	120	NUM
aiua-10021	42	32	-	-	SYM
aiua-10021	42	33	140	140	NUM
aiua-10021	42	34	watt	watt	NOUN
aiua-10021	42	35	for	for	ADP
aiua-10021	42	36	coagulation	coagulation	NOUN
aiua-10021	42	37	.	.	PUNCT
aiua-10021	43	1	for	for	ADP
aiua-10021	43	2	transurethral	transurethral	ADJ
aiua-10021	43	3	resection	resection	NOUN
aiua-10021	43	4	,	,	PUNCT
aiua-10021	43	5	the	the	DET
aiua-10021	43	6	method	method	NOUN
aiua-10021	43	7	of	of	ADP
aiua-10021	43	8	mauermayer	mauermayer	NOUN
aiua-10021	43	9	or	or	CCONJ
aiua-10021	43	10	nesbit	nesbit	NOUN
aiua-10021	43	11	was	be	AUX
aiua-10021	43	12	followed	follow	VERB
aiua-10021	43	13	(	(	PUNCT
aiua-10021	43	14	11	11	NUM
aiua-10021	43	15	)	)	PUNCT
aiua-10021	43	16	,	,	PUNCT
aiua-10021	43	17	while	while	SCONJ
aiua-10021	43	18	for	for	ADP
aiua-10021	43	19	vaporization	vaporization	NOUN
aiua-10021	43	20	,	,	PUNCT
aiua-10021	43	21	the	the	DET
aiua-10021	43	22	hovering	hover	VERB
aiua-10021	43	23	technique	technique	NOUN
aiua-10021	43	24	was	be	AUX
aiua-10021	43	25	used	use	VERB
aiua-10021	43	26	during	during	ADP
aiua-10021	43	27	which	which	PRON
aiua-10021	43	28	the	the	DET
aiua-10021	43	29	electrode	electrode	NOUN
aiua-10021	43	30	comes	come	VERB
aiua-10021	43	31	in	in	ADP
aiua-10021	43	32	direct	direct	ADJ
aiua-10021	43	33	contact	contact	NOUN
aiua-10021	43	34	with	with	ADP
aiua-10021	43	35	the	the	DET
aiua-10021	43	36	prostatic	prostatic	ADJ
aiua-10021	43	37	tissue	tissue	NOUN
aiua-10021	43	38	.	.	PUNCT
aiua-10021	44	1	data	datum	NOUN
aiua-10021	44	2	analysis	analysis	NOUN
aiua-10021	44	3	basic	basic	ADJ
aiua-10021	44	4	descriptive	descriptive	ADJ
aiua-10021	44	5	statistics	statistic	NOUN
aiua-10021	44	6	(	(	PUNCT
aiua-10021	44	7	mean	mean	VERB
aiua-10021	44	8	,	,	PUNCT
aiua-10021	44	9	standard	standard	ADJ
aiua-10021	44	10	deviation	deviation	NOUN
aiua-10021	44	11	,	,	PUNCT
aiua-10021	44	12	range	range	NOUN
aiua-10021	44	13	)	)	PUNCT
aiua-10021	44	14	for	for	ADP
aiua-10021	44	15	the	the	DET
aiua-10021	44	16	numerical	numerical	ADJ
aiua-10021	44	17	variables	variable	NOUN
aiua-10021	44	18	(	(	PUNCT
aiua-10021	44	19	age	age	NOUN
aiua-10021	44	20	,	,	PUNCT
aiua-10021	44	21	prostate	prostate	NOUN
aiua-10021	44	22	volume	volume	NOUN
aiua-10021	44	23	,	,	PUNCT
aiua-10021	44	24	baseline	baseline	PROPN
aiua-10021	44	25	qmax	qmax	PROPN
aiua-10021	44	26	,	,	PUNCT
aiua-10021	44	27	baseline	baseline	PROPN
aiua-10021	44	28	ipss	ipss	PROPN
aiua-10021	44	29	,	,	PUNCT
aiua-10021	44	30	%	%	NOUN
aiua-10021	44	31	qmax	qmax	PROPN
aiua-10021	44	32	increase	increase	NOUN
aiua-10021	44	33	,	,	PUNCT
aiua-10021	44	34	%	%	NOUN
aiua-10021	44	35	ipss	ipss	PROPN
aiua-10021	44	36	reduction	reduction	NOUN
aiua-10021	44	37	)	)	PUNCT
aiua-10021	44	38	have	have	AUX
aiua-10021	44	39	been	be	AUX
aiua-10021	44	40	used	use	VERB
aiua-10021	44	41	.	.	PUNCT
aiua-10021	45	1	several	several	ADJ
aiua-10021	45	2	independent	independent	ADJ
aiua-10021	45	3	variables	variable	NOUN
aiua-10021	45	4	and	and	CCONJ
aiua-10021	45	5	outcome	outcome	NOUN
aiua-10021	45	6	measures	measure	NOUN
aiua-10021	45	7	have	have	AUX
aiua-10021	45	8	been	be	AUX
aiua-10021	45	9	tested	test	VERB
aiua-10021	45	10	,	,	PUNCT
aiua-10021	45	11	but	but	CCONJ
aiua-10021	45	12	we	we	PRON
aiua-10021	45	13	present	present	VERB
aiua-10021	45	14	only	only	ADV
aiua-10021	45	15	those	those	DET
aiua-10021	45	16	predictors	predictor	NOUN
aiua-10021	45	17	resulting	result	VERB
aiua-10021	45	18	in	in	ADP
aiua-10021	45	19	significant	significant	ADJ
aiua-10021	45	20	outcomes	outcome	NOUN
aiua-10021	45	21	.	.	PUNCT
aiua-10021	46	1	the	the	DET
aiua-10021	46	2	weka	weka	PROPN
aiua-10021	46	3	data	data	PROPN
aiua-10021	46	4	mining	mining	NOUN
aiua-10021	46	5	software	software	NOUN
aiua-10021	46	6	was	be	AUX
aiua-10021	46	7	used	use	VERB
aiua-10021	46	8	for	for	ADP
aiua-10021	46	9	this	this	DET
aiua-10021	46	10	study	study	NOUN
aiua-10021	46	11	.	.	PUNCT
aiua-10021	47	1	this	this	PRON
aiua-10021	47	2	comprises	comprise	VERB
aiua-10021	47	3	an	an	DET
aiua-10021	47	4	open	open	ADJ
aiua-10021	47	5	-	-	PUNCT
aiua-10021	47	6	source	source	NOUN
aiua-10021	47	7	machine	machine	NOUN
aiua-10021	47	8	learning	learn	VERB
aiua-10021	47	9	toolkit	toolkit	NOUN
aiua-10021	47	10	containing	contain	VERB
aiua-10021	47	11	a	a	DET
aiua-10021	47	12	wide	wide	ADJ
aiua-10021	47	13	range	range	NOUN
aiua-10021	47	14	of	of	ADP
aiua-10021	47	15	learning	learn	VERB
aiua-10021	47	16	algorithms	algorithm	NOUN
aiua-10021	47	17	(	(	PUNCT
aiua-10021	47	18	12	12	NUM
aiua-10021	47	19	)	)	PUNCT
aiua-10021	47	20	.	.	PUNCT
aiua-10021	48	1	since	since	SCONJ
aiua-10021	48	2	no	no	DET
aiua-10021	48	3	credible	credible	ADJ
aiua-10021	48	4	validation	validation	NOUN
aiua-10021	48	5	can	can	AUX
aiua-10021	48	6	be	be	AUX
aiua-10021	48	7	made	make	VERB
aiua-10021	48	8	to	to	PART
aiua-10021	48	9	assess	assess	VERB
aiua-10021	48	10	the	the	DET
aiua-10021	48	11	performance	performance	NOUN
aiua-10021	48	12	of	of	ADP
aiua-10021	48	13	the	the	DET
aiua-10021	48	14	final	final	ADJ
aiua-10021	48	15	model	model	NOUN
aiua-10021	48	16	(	(	PUNCT
aiua-10021	48	17	13	13	NUM
aiua-10021	48	18	)	)	PUNCT
aiua-10021	48	19	,	,	PUNCT
aiua-10021	48	20	if	if	SCONJ
aiua-10021	48	21	the	the	DET
aiua-10021	48	22	total	total	ADJ
aiua-10021	48	23	dataset	dataset	NOUN
aiua-10021	48	24	is	be	AUX
aiua-10021	48	25	used	use	VERB
aiua-10021	48	26	to	to	PART
aiua-10021	48	27	train	train	VERB
aiua-10021	48	28	a	a	DET
aiua-10021	48	29	model	model	NOUN
aiua-10021	48	30	and	and	CCONJ
aiua-10021	48	31	then	then	ADV
aiua-10021	48	32	reused	reuse	VERB
aiua-10021	48	33	for	for	ADP
aiua-10021	48	34	testing	testing	NOUN
aiua-10021	48	35	,	,	PUNCT
aiua-10021	48	36	we	we	PRON
aiua-10021	48	37	set	set	VERB
aiua-10021	48	38	aside	aside	ADV
aiua-10021	48	39	some	some	DET
aiua-10021	48	40	data	datum	NOUN
aiua-10021	48	41	which	which	PRON
aiua-10021	48	42	must	must	AUX
aiua-10021	48	43	not	not	PART
aiua-10021	48	44	be	be	AUX
aiua-10021	48	45	used	use	VERB
aiua-10021	48	46	during	during	ADP
aiua-10021	48	47	training	training	NOUN
aiua-10021	48	48	.	.	PUNCT
aiua-10021	49	1	the	the	DET
aiua-10021	49	2	dataset	dataset	NOUN
aiua-10021	49	3	set	set	VERB
aiua-10021	49	4	aside	aside	ADV
aiua-10021	49	5	makes	make	VERB
aiua-10021	49	6	up	up	ADP
aiua-10021	49	7	the	the	DET
aiua-10021	49	8	test	test	NOUN
aiua-10021	49	9	set	set	NOUN
aiua-10021	49	10	,	,	PUNCT
aiua-10021	49	11	which	which	PRON
aiua-10021	49	12	allows	allow	VERB
aiua-10021	49	13	us	we	PRON
aiua-10021	49	14	to	to	PART
aiua-10021	49	15	compare	compare	VERB
aiua-10021	49	16	actual	actual	ADJ
aiua-10021	49	17	values	value	NOUN
aiua-10021	49	18	of	of	ADP
aiua-10021	49	19	the	the	DET
aiua-10021	49	20	test	test	NOUN
aiua-10021	49	21	data	datum	NOUN
aiua-10021	49	22	to	to	ADP
aiua-10021	49	23	the	the	DET
aiua-10021	49	24	values	value	NOUN
aiua-10021	49	25	predicted	predict	VERB
aiua-10021	49	26	from	from	ADP
aiua-10021	49	27	the	the	DET
aiua-10021	49	28	weka	weka	PROPN
aiua-10021	49	29	-	-	PUNCT
aiua-10021	49	30	based	base	VERB
aiua-10021	49	31	models	model	NOUN
aiua-10021	49	32	.	.	PUNCT
aiua-10021	50	1	the	the	DET
aiua-10021	50	2	most	most	ADV
aiua-10021	50	3	widely	widely	ADV
aiua-10021	50	4	used	use	VERB
aiua-10021	50	5	method	method	NOUN
aiua-10021	50	6	to	to	PART
aiua-10021	50	7	take	take	VERB
aiua-10021	50	8	advantage	advantage	NOUN
aiua-10021	50	9	of	of	ADP
aiua-10021	50	10	the	the	DET
aiua-10021	50	11	dataset	dataset	NOUN
aiua-10021	50	12	is	be	AUX
aiua-10021	50	13	cross	cross	ADJ
aiua-10021	50	14	-	-	NOUN
aiua-10021	50	15	validation	validation	ADJ
aiua-10021	50	16	,	,	PUNCT
aiua-10021	50	17	where	where	SCONJ
aiua-10021	50	18	we	we	PRON
aiua-10021	50	19	can	can	AUX
aiua-10021	50	20	use	use	VERB
aiua-10021	50	21	all	all	PRON
aiua-10021	50	22	of	of	ADP
aiua-10021	50	23	the	the	DET
aiua-10021	50	24	data	datum	NOUN
aiua-10021	50	25	in	in	ADP
aiua-10021	50	26	test	test	NOUN
aiua-10021	50	27	sets	set	NOUN
aiua-10021	50	28	,	,	PUNCT
aiua-10021	50	29	but	but	CCONJ
aiua-10021	50	30	not	not	PART
aiua-10021	50	31	simultaneously	simultaneously	ADV
aiua-10021	50	32	.	.	PUNCT
aiua-10021	51	1	therefore	therefore	ADV
aiua-10021	51	2	,	,	PUNCT
aiua-10021	51	3	our	our	PRON
aiua-10021	51	4	data	datum	NOUN
aiua-10021	51	5	were	be	AUX
aiua-10021	51	6	divided	divide	VERB
aiua-10021	51	7	into	into	ADP
aiua-10021	51	8	a	a	DET
aiua-10021	51	9	number	number	NOUN
aiua-10021	51	10	of	of	ADP
aiua-10021	51	11	equal	equal	ADJ
aiua-10021	51	12	-	-	PUNCT
aiua-10021	51	13	sized	sized	ADJ
aiua-10021	51	14	subsets	subset	NOUN
aiua-10021	51	15	,	,	PUNCT
aiua-10021	51	16	called	call	VERB
aiua-10021	51	17	folds	fold	NOUN
aiua-10021	51	18	.	.	PUNCT
aiua-10021	52	1	if	if	SCONJ
aiua-10021	52	2	we	we	PRON
aiua-10021	52	3	have	have	VERB
aiua-10021	52	4	k	k	PROPN
aiua-10021	52	5	folds	fold	NOUN
aiua-10021	52	6	,	,	PUNCT
aiua-10021	52	7	then	then	ADV
aiua-10021	52	8	this	this	PRON
aiua-10021	52	9	is	be	AUX
aiua-10021	52	10	called	call	VERB
aiua-10021	52	11	k	k	ADJ
aiua-10021	52	12	-	-	ADJ
aiua-10021	52	13	fold	fold	ADJ
aiua-10021	52	14	cross	cross	NOUN
aiua-10021	52	15	-	-	NOUN
aiua-10021	52	16	validation	validation	NOUN
aiua-10021	52	17	.	.	PUNCT
aiua-10021	53	1	each	each	DET
aiua-10021	53	2	fold	fold	NOUN
aiua-10021	53	3	is	be	AUX
aiua-10021	53	4	used	use	VERB
aiua-10021	53	5	once	once	ADV
aiua-10021	53	6	for	for	ADP
aiua-10021	53	7	testing	testing	NOUN
aiua-10021	53	8	on	on	ADP
aiua-10021	53	9	the	the	DET
aiua-10021	53	10	model	model	NOUN
aiua-10021	53	11	built	build	VERB
aiua-10021	53	12	using	use	VERB
aiua-10021	53	13	the	the	DET
aiua-10021	53	14	remaining	remain	VERB
aiua-10021	53	15	k-1	k-1	PROPN
aiua-10021	53	16	folds	fold	NOUN
aiua-10021	53	17	.	.	PUNCT
aiua-10021	54	1	cross	cross	NOUN
aiua-10021	54	2	-	-	NOUN
aiua-10021	54	3	validation	validation	NOUN
aiua-10021	54	4	is	be	AUX
aiua-10021	54	5	widely	widely	ADV
aiua-10021	54	6	regarded	regard	VERB
aiua-10021	54	7	as	as	ADP
aiua-10021	54	8	a	a	DET
aiua-10021	54	9	reliable	reliable	ADJ
aiua-10021	54	10	way	way	NOUN
aiua-10021	54	11	to	to	PART
aiua-10021	54	12	assess	assess	VERB
aiua-10021	54	13	the	the	DET
aiua-10021	54	14	quality	quality	NOUN
aiua-10021	54	15	of	of	ADP
aiua-10021	54	16	results	result	NOUN
aiua-10021	54	17	from	from	ADP
aiua-10021	54	18	machine	machine	NOUN
aiua-10021	54	19	learning	learn	VERB
aiua-10021	54	20	techniques	technique	NOUN
aiua-10021	54	21	;	;	PUNCT
aiua-10021	54	22	in	in	ADP
aiua-10021	54	23	our	our	PRON
aiua-10021	54	24	analysis	analysis	NOUN
aiua-10021	54	25	,	,	PUNCT
aiua-10021	54	26	we	we	PRON
aiua-10021	54	27	have	have	AUX
aiua-10021	54	28	used	use	VERB
aiua-10021	54	29	10	10	NUM
aiua-10021	54	30	-	-	ADJ
aiua-10021	54	31	fold	fold	ADJ
aiua-10021	54	32	cross	cross	NOUN
aiua-10021	54	33	-	-	NOUN
aiua-10021	54	34	validation	validation	ADJ
aiua-10021	54	35	(	(	PUNCT
aiua-10021	54	36	14	14	NUM
aiua-10021	54	37	)	)	PUNCT
aiua-10021	54	38	.	.	PUNCT
aiua-10021	55	1	while	while	SCONJ
aiua-10021	55	2	k	k	ADJ
aiua-10021	55	3	-	-	ADJ
aiua-10021	55	4	fold	fold	ADJ
aiua-10021	55	5	cross	cross	NOUN
aiua-10021	55	6	-	-	ADJ
aiua-10021	55	7	validation	validation	NOUN
aiua-10021	55	8	is	be	AUX
aiua-10021	55	9	a	a	DET
aiua-10021	55	10	standard	standard	ADJ
aiua-10021	55	11	method	method	NOUN
aiua-10021	55	12	for	for	ADP
aiua-10021	55	13	making	make	VERB
aiua-10021	55	14	good	good	ADJ
aiua-10021	55	15	use	use	NOUN
aiua-10021	55	16	of	of	ADP
aiua-10021	55	17	available	available	ADJ
aiua-10021	55	18	data	datum	NOUN
aiua-10021	55	19	,	,	PUNCT
aiua-10021	55	20	there	there	PRON
aiua-10021	55	21	are	be	VERB
aiua-10021	55	22	still	still	ADV
aiua-10021	55	23	various	various	ADJ
aiua-10021	55	24	statistical	statistical	ADJ
aiua-10021	55	25	measures	measure	NOUN
aiua-10021	55	26	which	which	PRON
aiua-10021	55	27	can	can	AUX
aiua-10021	55	28	be	be	AUX
aiua-10021	55	29	computed	compute	VERB
aiua-10021	55	30	,	,	PUNCT
aiua-10021	55	31	and	and	CCONJ
aiua-10021	55	32	which	which	PRON
aiua-10021	55	33	reveal	reveal	VERB
aiua-10021	55	34	different	different	ADJ
aiua-10021	55	35	interpretations	interpretation	NOUN
aiua-10021	55	36	/	/	SYM
aiua-10021	55	37	aspects	aspect	NOUN
aiua-10021	55	38	.	.	PUNCT
aiua-10021	56	1	in	in	ADP
aiua-10021	56	2	order	order	NOUN
aiua-10021	56	3	to	to	PART
aiua-10021	56	4	find	find	VERB
aiua-10021	56	5	the	the	DET
aiua-10021	56	6	best	good	ADJ
aiua-10021	56	7	regression	regression	NOUN
aiua-10021	56	8	model	model	NOUN
aiua-10021	56	9	for	for	ADP
aiua-10021	56	10	numeric	numeric	ADJ
aiua-10021	56	11	prediction	prediction	NOUN
aiua-10021	56	12	,	,	PUNCT
aiua-10021	56	13	we	we	PRON
aiua-10021	56	14	consider	consider	VERB
aiua-10021	56	15	the	the	DET
aiua-10021	56	16	performance	performance	NOUN
aiua-10021	56	17	measures	measure	NOUN
aiua-10021	56	18	of	of	ADP
aiua-10021	56	19	correlation	correlation	NOUN
aiua-10021	56	20	coefficient	coefficient	NOUN
aiua-10021	56	21	(	(	PUNCT
aiua-10021	56	22	r	r	NOUN
aiua-10021	56	23	)	)	PUNCT
aiua-10021	56	24	,	,	PUNCT
aiua-10021	56	25	mean	mean	VERB
aiua-10021	56	26	absolute	absolute	ADJ
aiua-10021	56	27	error	error	NOUN
aiua-10021	56	28	(	(	PUNCT
aiua-10021	56	29	mae	mae	PROPN
aiua-10021	56	30	)	)	PUNCT
aiua-10021	56	31	,	,	PUNCT
aiua-10021	56	32	root	root	NOUN
aiua-10021	56	33	mean	mean	ADJ
aiua-10021	56	34	-	-	PUNCT
aiua-10021	56	35	squared	square	VERB
aiua-10021	56	36	error	error	NOUN
aiua-10021	56	37	(	(	PUNCT
aiua-10021	56	38	rmse	rmse	NOUN
aiua-10021	56	39	)	)	PUNCT
aiua-10021	56	40	,	,	PUNCT
aiua-10021	56	41	as	as	SCONJ
aiua-10021	56	42	reported	report	VERB
aiua-10021	56	43	by	by	ADP
aiua-10021	56	44	weka	weka	PROPN
aiua-10021	56	45	software	software	PROPN
aiua-10021	56	46	(	(	PUNCT
aiua-10021	56	47	13	13	NUM
aiua-10021	56	48	)	)	PUNCT
aiua-10021	56	49	as	as	SCONJ
aiua-10021	56	50	described	describe	VERB
aiua-10021	56	51	in	in	ADP
aiua-10021	56	52	appendix	appendix	ADJ
aiua-10021	56	53	a	a	DET
aiua-10021	56	54	(	(	PUNCT
aiua-10021	56	55	supplementary	supplementary	ADJ
aiua-10021	56	56	materials	material	NOUN
aiua-10021	56	57	)	)	PUNCT
aiua-10021	56	58	.	.	PUNCT
aiua-10021	57	1	the	the	DET
aiua-10021	57	2	supervised	supervised	ADJ
aiua-10021	57	3	regression	regression	NOUN
aiua-10021	57	4	algorithms	algorithms	NOUN
aiua-10021	57	5	techniques	technique	NOUN
aiua-10021	57	6	that	that	PRON
aiua-10021	57	7	are	be	AUX
aiua-10021	57	8	used	use	VERB
aiua-10021	57	9	in	in	ADP
aiua-10021	57	10	this	this	DET
aiua-10021	57	11	research	research	NOUN
aiua-10021	57	12	are	be	AUX
aiua-10021	57	13	:	:	PUNCT
aiua-10021	57	14	linear	linear	ADJ
aiua-10021	57	15	regression	regression	NOUN
aiua-10021	57	16	,	,	PUNCT
aiua-10021	57	17	multilayer	multilayer	PROPN
aiua-10021	57	18	perceptron	perceptron	PROPN
aiua-10021	57	19	,	,	PUNCT
aiua-10021	57	20	smoreg	smoreg	PROPN
aiua-10021	57	21	,	,	PUNCT
aiua-10021	57	22	k	k	X
aiua-10021	57	23	-	-	PUNCT
aiua-10021	57	24	nearest	near	ADJ
aiua-10021	57	25	neighbors	neighbor	NOUN
aiua-10021	57	26	,	,	PUNCT
aiua-10021	57	27	bagging	bagging	NOUN
aiua-10021	57	28	,	,	PUNCT
aiua-10021	57	29	m5rules	m5rule	NOUN
aiua-10021	57	30	,	,	PUNCT
aiua-10021	57	31	m5p	m5p	NOUN
aiua-10021	57	32	pruned	prune	VERB
aiua-10021	57	33	model	model	NOUN
aiua-10021	57	34	tree	tree	NOUN
aiua-10021	57	35	,	,	PUNCT
aiua-10021	57	36	and	and	CCONJ
aiua-10021	57	37	random	random	ADJ
aiua-10021	57	38	forests	forest	NOUN
aiua-10021	57	39	.	.	PUNCT
aiua-10021	58	1	although	although	SCONJ
aiua-10021	58	2	the	the	DET
aiua-10021	58	3	technical	technical	ADJ
aiua-10021	58	4	details	detail	NOUN
aiua-10021	58	5	of	of	ADP
aiua-10021	58	6	these	these	DET
aiua-10021	58	7	techniques	technique	NOUN
aiua-10021	58	8	are	be	AUX
aiua-10021	58	9	beyond	beyond	ADP
aiua-10021	58	10	the	the	DET
aiua-10021	58	11	scope	scope	NOUN
aiua-10021	58	12	of	of	ADP
aiua-10021	58	13	this	this	DET
aiua-10021	58	14	article	article	NOUN
aiua-10021	58	15	,	,	PUNCT
aiua-10021	58	16	a	a	DET
aiua-10021	58	17	summary	summary	NOUN
aiua-10021	58	18	of	of	ADP
aiua-10021	58	19	them	they	PRON
aiua-10021	58	20	can	can	AUX
aiua-10021	58	21	be	be	AUX
aiua-10021	58	22	found	find	VERB
aiua-10021	58	23	in	in	ADP
aiua-10021	58	24	appendix	appendix	ADJ
aiua-10021	58	25	b	b	PROPN
aiua-10021	58	26	(	(	PUNCT
aiua-10021	58	27	supplementary	supplementary	ADJ
aiua-10021	58	28	materials	material	NOUN
aiua-10021	58	29	)	)	PUNCT
aiua-10021	58	30	.	.	PUNCT
aiua-10021	59	1	due	due	ADP
aiua-10021	59	2	to	to	ADP
aiua-10021	59	3	the	the	DET
aiua-10021	59	4	small	small	ADJ
aiua-10021	59	5	size	size	NOUN
aiua-10021	59	6	of	of	ADP
aiua-10021	59	7	the	the	DET
aiua-10021	59	8	initial	initial	ADJ
aiua-10021	59	9	data	datum	NOUN
aiua-10021	59	10	set	set	NOUN
aiua-10021	59	11	,	,	PUNCT
aiua-10021	59	12	we	we	PRON
aiua-10021	59	13	examined	examine	VERB
aiua-10021	59	14	the	the	DET
aiua-10021	59	15	performance	performance	NOUN
aiua-10021	59	16	of	of	ADP
aiua-10021	59	17	aforementioned	aforementione	VERB
aiua-10021	59	18	algorithms	algorithm	NOUN
aiua-10021	59	19	by	by	ADP
aiua-10021	59	20	applying	apply	VERB
aiua-10021	59	21	a	a	DET
aiua-10021	59	22	method	method	NOUN
aiua-10021	59	23	for	for	ADP
aiua-10021	59	24	increasing	increase	VERB
aiua-10021	59	25	our	our	PRON
aiua-10021	59	26	sample	sample	NOUN
aiua-10021	59	27	size	size	NOUN
aiua-10021	59	28	,	,	PUNCT
aiua-10021	59	29	the	the	DET
aiua-10021	59	30	synthetic	synthetic	ADJ
aiua-10021	59	31	minority	minority	NOUN
aiua-10021	59	32	oversampling	oversample	VERB
aiua-10021	59	33	technique	technique	NOUN
aiua-10021	59	34	(	(	PUNCT
aiua-10021	59	35	smote	smote	NOUN
aiua-10021	59	36	)	)	PUNCT
aiua-10021	59	37	,	,	PUNCT
aiua-10021	59	38	which	which	PRON
aiua-10021	59	39	is	be	AUX
aiua-10021	59	40	a	a	DET
aiua-10021	59	41	statistical	statistical	ADJ
aiua-10021	59	42	method	method	NOUN
aiua-10021	59	43	for	for	ADP
aiua-10021	59	44	uniformly	uniformly	ADV
aiua-10021	59	45	increasing	increase	VERB
aiua-10021	59	46	the	the	DET
aiua-10021	59	47	number	number	NOUN
aiua-10021	59	48	of	of	ADP
aiua-10021	59	49	cases	case	NOUN
aiua-10021	59	50	in	in	ADP
aiua-10021	59	51	a	a	DET
aiua-10021	59	52	data	datum	NOUN
aiua-10021	59	53	set	set	VERB
aiua-10021	59	54	to	to	PART
aiua-10021	59	55	render	render	VERB
aiua-10021	59	56	it	it	PRON
aiua-10021	59	57	more	more	ADV
aiua-10021	59	58	balanced	balanced	ADJ
aiua-10021	59	59	.	.	PUNCT
aiua-10021	60	1	however	however	ADV
aiua-10021	60	2	,	,	PUNCT
aiua-10021	60	3	in	in	ADP
aiua-10021	60	4	our	our	PRON
aiua-10021	60	5	case	case	NOUN
aiua-10021	60	6	,	,	PUNCT
aiua-10021	60	7	we	we	PRON
aiua-10021	60	8	just	just	ADV
aiua-10021	60	9	used	use	VERB
aiua-10021	60	10	smote	smote	NOUN
aiua-10021	60	11	to	to	PART
aiua-10021	60	12	increase	increase	VERB
aiua-10021	60	13	our	our	PRON
aiua-10021	60	14	dataset	dataset	NOUN
aiua-10021	60	15	by	by	ADP
aiua-10021	60	16	generating	generate	VERB
aiua-10021	60	17	extra	extra	ADJ
aiua-10021	60	18	artificial	artificial	ADJ
aiua-10021	60	19	instances	instance	NOUN
aiua-10021	60	20	in	in	ADP
aiua-10021	60	21	a	a	DET
aiua-10021	60	22	statistically	statistically	ADV
aiua-10021	60	23	sound	sound	ADJ
aiua-10021	60	24	way	way	NOUN
aiua-10021	60	25	.	.	PUNCT
aiua-10021	61	1	the	the	DET
aiua-10021	61	2	new	new	ADJ
aiua-10021	61	3	(	(	PUNCT
aiua-10021	61	4	artificial	artificial	ADJ
aiua-10021	61	5	)	)	PUNCT
aiua-10021	61	6	instances	instance	NOUN
aiua-10021	61	7	that	that	PRON
aiua-10021	61	8	were	be	AUX
aiua-10021	61	9	generated	generate	VERB
aiua-10021	61	10	by	by	ADP
aiua-10021	61	11	the	the	DET
aiua-10021	61	12	smote	smote	NOUN
aiua-10021	61	13	are	be	AUX
aiua-10021	61	14	not	not	PART
aiua-10021	61	15	just	just	ADV
aiua-10021	61	16	duplicates	duplicate	NOUN
aiua-10021	61	17	of	of	ADP
aiua-10021	61	18	existing	exist	VERB
aiua-10021	61	19	minority	minority	NOUN
aiua-10021	61	20	instances	instance	NOUN
aiua-10021	61	21	.	.	PUNCT
aiua-10021	62	1	instead	instead	ADV
aiua-10021	62	2	,	,	PUNCT
aiua-10021	62	3	this	this	DET
aiua-10021	62	4	method	method	NOUN
aiua-10021	62	5	takes	take	VERB
aiua-10021	62	6	feature	feature	NOUN
aiua-10021	62	7	space	space	NOUN
aiua-10021	62	8	samples	sample	NOUN
aiua-10021	62	9	for	for	ADP
aiua-10021	62	10	each	each	DET
aiua-10021	62	11	target	target	NOUN
aiua-10021	62	12	class	class	NOUN
aiua-10021	62	13	and	and	CCONJ
aiua-10021	62	14	its	its	PRON
aiua-10021	62	15	nearest	near	ADJ
aiua-10021	62	16	neighbours	neighbour	NOUN
aiua-10021	62	17	.	.	PUNCT
aiua-10021	63	1	after	after	ADP
aiua-10021	63	2	that	that	PRON
aiua-10021	63	3	,	,	PUNCT
aiua-10021	63	4	new	new	ADJ
aiua-10021	63	5	instances	instance	NOUN
aiua-10021	63	6	are	be	AUX
aiua-10021	63	7	produced	produce	VERB
aiua-10021	63	8	that	that	PRON
aiua-10021	63	9	combine	combine	VERB
aiua-10021	63	10	features	feature	NOUN
aiua-10021	63	11	of	of	ADP
aiua-10021	63	12	the	the	DET
aiua-10021	63	13	target	target	NOUN
aiua-10021	63	14	case	case	NOUN
aiua-10021	63	15	with	with	ADP
aiua-10021	63	16	those	those	PRON
aiua-10021	63	17	from	from	ADP
aiua-10021	63	18	its	its	PRON
aiua-10021	63	19	neighbours	neighbour	NOUN
aiua-10021	63	20	(	(	PUNCT
aiua-10021	63	21	15	15	NUM
aiua-10021	63	22	)	)	PUNCT
aiua-10021	63	23	.	.	PUNCT
aiua-10021	64	1	archivio	archivio	NOUN
aiua-10021	64	2	italiano	italiano	PROPN
aiua-10021	64	3	di	di	X
aiua-10021	64	4	urologia	urologia	PROPN
aiua-10021	64	5	e	e	PROPN
aiua-10021	64	6	andrologia	andrologia	NOUN
aiua-10021	64	7	2021	2021	NUM
aiua-10021	64	8	;	;	PUNCT
aiua-10021	64	9	93	93	NUM
aiua-10021	64	10	,	,	PUNCT
aiua-10021	64	11	4	4	NUM
aiua-10021	64	12	p.	p.	NOUN
aiua-10021	64	13	mourmouris	mourmouris	NOUN
aiua-10021	64	14	,	,	PUNCT
aiua-10021	64	15	l.	l.	PROPN
aiua-10021	64	16	tzelves	tzelves	PROPN
aiua-10021	64	17	,	,	PUNCT
aiua-10021	64	18	g.	g.	PROPN
aiua-10021	64	19	feretzakis	feretzakis	PROPN
aiua-10021	64	20	,	,	PUNCT
aiua-10021	64	21	d.	d.	PROPN
aiua-10021	64	22	kalles	kalles	PROPN
aiua-10021	64	23	,	,	PUNCT
aiua-10021	64	24	i.	i.	PROPN
aiua-10021	64	25	manolitsis	manolitsis	PROPN
aiua-10021	64	26	,	,	PUNCT
aiua-10021	64	27	m.	m.	NOUN
aiua-10021	64	28	berdempes	berdempe	NOUN
aiua-10021	64	29	,	,	PUNCT
aiua-10021	64	30	i.	i.	PROPN
aiua-10021	64	31	varkarakis	varkarakis	PROPN
aiua-10021	64	32	,	,	PUNCT
aiua-10021	64	33	a.	a.	PROPN
aiua-10021	64	34	skolarikos	skolariko	VERB
aiua-10021	64	35	420	420	NUM
aiua-10021	64	36	results	result	NOUN
aiua-10021	64	37	a	a	DET
aiua-10021	64	38	total	total	NOUN
aiua-10021	64	39	of	of	ADP
aiua-10021	64	40	153	153	NUM
aiua-10021	64	41	patients	patient	NOUN
aiua-10021	64	42	with	with	ADP
aiua-10021	64	43	bpe	bpe	PROPN
aiua-10021	64	44	were	be	AUX
aiua-10021	64	45	included	include	VERB
aiua-10021	64	46	(	(	PUNCT
aiua-10021	64	47	52	52	NUM
aiua-10021	64	48	in	in	ADP
aiua-10021	64	49	tuvis	tuvis	PROPN
aiua-10021	64	50	group	group	NOUN
aiua-10021	64	51	,	,	PUNCT
aiua-10021	64	52	52	52	NUM
aiua-10021	64	53	in	in	ADP
aiua-10021	64	54	bipolar	bipolar	ADJ
aiua-10021	64	55	-	-	PUNCT
aiua-10021	64	56	turis	turis	NOUN
aiua-10021	64	57	group	group	NOUN
aiua-10021	64	58	and	and	CCONJ
aiua-10021	64	59	49	49	NUM
aiua-10021	64	60	in	in	ADP
aiua-10021	64	61	monopolar	monopolar	ADJ
aiua-10021	64	62	turp	turp	NOUN
aiua-10021	64	63	group	group	NOUN
aiua-10021	64	64	)	)	PUNCT
aiua-10021	64	65	.	.	PUNCT
aiua-10021	65	1	baseline	baseline	PROPN
aiua-10021	65	2	patient	patient	ADJ
aiua-10021	65	3	characteristics	characteristic	NOUN
aiua-10021	65	4	and	and	CCONJ
aiua-10021	65	5	%	%	NOUN
aiua-10021	65	6	qmax	qmax	NOUN
aiua-10021	65	7	increase	increase	NOUN
aiua-10021	65	8	,	,	PUNCT
aiua-10021	65	9	%	%	NOUN
aiua-10021	65	10	ipss	ipss	PROPN
aiua-10021	65	11	reduction	reduction	NOUN
aiua-10021	65	12	,	,	PUNCT
aiua-10021	65	13	are	be	AUX
aiua-10021	65	14	shown	show	VERB
aiua-10021	65	15	in	in	ADP
aiua-10021	65	16	table	table	NOUN
aiua-10021	65	17	1	1	NUM
aiua-10021	65	18	.	.	PUNCT
aiua-10021	65	19	machine	machine	NOUN
aiua-10021	65	20	learning	learn	VERB
aiua-10021	65	21	techniques	technique	NOUN
aiua-10021	65	22	were	be	AUX
aiua-10021	65	23	applied	apply	VERB
aiua-10021	65	24	in	in	ADP
aiua-10021	65	25	all	all	DET
aiua-10021	65	26	outcomes	outcome	NOUN
aiua-10021	65	27	gathered	gather	VERB
aiua-10021	65	28	from	from	ADP
aiua-10021	65	29	chart	chart	NOUN
aiua-10021	65	30	review	review	NOUN
aiua-10021	65	31	(	(	PUNCT
aiua-10021	65	32	functional	functional	ADJ
aiua-10021	65	33	outcomes	outcome	NOUN
aiua-10021	65	34	-	-	PUNCT
aiua-10021	65	35	ipss	ipss	PROPN
aiua-10021	65	36	/	/	SYM
aiua-10021	65	37	pvr	pvr	PROPN
aiua-10021	65	38	/	/	SYM
aiua-10021	65	39	qmax	qmax	NOUN
aiua-10021	65	40	change	change	NOUN
aiua-10021	65	41	after	after	ADP
aiua-10021	65	42	surgery	surgery	NOUN
aiua-10021	65	43	,	,	PUNCT
aiua-10021	65	44	haemoglobin	haemoglobin	NOUN
aiua-10021	65	45	drop	drop	VERB
aiua-10021	65	46	postoperatively	postoperatively	ADV
aiua-10021	65	47	,	,	PUNCT
aiua-10021	65	48	sodium	sodium	NOUN
aiua-10021	65	49	drop	drop	NOUN
aiua-10021	65	50	postoperatively	postoperatively	ADV
aiua-10021	65	51	,	,	PUNCT
aiua-10021	65	52	procedural	procedural	ADJ
aiua-10021	65	53	time	time	NOUN
aiua-10021	65	54	)	)	PUNCT
aiua-10021	65	55	using	use	VERB
aiua-10021	65	56	method	method	NOUN
aiua-10021	65	57	of	of	ADP
aiua-10021	65	58	operation	operation	NOUN
aiua-10021	65	59	,	,	PUNCT
aiua-10021	65	60	age	age	NOUN
aiua-10021	65	61	,	,	PUNCT
aiua-10021	65	62	prostate	prostate	NOUN
aiua-10021	65	63	volume	volume	NOUN
aiua-10021	65	64	,	,	PUNCT
aiua-10021	65	65	asa	asa	PROPN
aiua-10021	65	66	score	score	NOUN
aiua-10021	65	67	,	,	PUNCT
aiua-10021	65	68	indication	indication	NOUN
aiua-10021	65	69	for	for	ADP
aiua-10021	65	70	surgery	surgery	NOUN
aiua-10021	65	71	,	,	PUNCT
aiua-10021	65	72	use	use	NOUN
aiua-10021	65	73	of	of	ADP
aiua-10021	65	74	antiplatelets	antiplatelet	NOUN
aiua-10021	65	75	,	,	PUNCT
aiua-10021	65	76	baseline	baseline	NOUN
aiua-10021	65	77	qmax	qmax	PROPN
aiua-10021	65	78	and	and	CCONJ
aiua-10021	65	79	baseline	baseline	PROPN
aiua-10021	65	80	ipss	ipss	PROPN
aiua-10021	65	81	as	as	ADP
aiua-10021	65	82	predictors	predictor	NOUN
aiua-10021	65	83	,	,	PUNCT
aiua-10021	65	84	but	but	CCONJ
aiua-10021	65	85	in	in	ADP
aiua-10021	65	86	this	this	DET
aiua-10021	65	87	study	study	NOUN
aiua-10021	65	88	,	,	PUNCT
aiua-10021	65	89	only	only	ADV
aiua-10021	65	90	metrics	metric	NOUN
aiua-10021	65	91	of	of	ADP
aiua-10021	65	92	significant	significant	ADJ
aiua-10021	65	93	findings	finding	NOUN
aiua-10021	65	94	are	be	AUX
aiua-10021	65	95	reported	report	VERB
aiua-10021	65	96	.	.	PUNCT
aiua-10021	66	1	in	in	ADP
aiua-10021	66	2	order	order	NOUN
aiua-10021	66	3	to	to	PART
aiua-10021	66	4	better	well	ADV
aiua-10021	66	5	depict	depict	VERB
aiua-10021	66	6	the	the	DET
aiua-10021	66	7	increase	increase	NOUN
aiua-10021	66	8	in	in	ADP
aiua-10021	66	9	qmax	qmax	NOUN
aiua-10021	66	10	and	and	CCONJ
aiua-10021	66	11	reduction	reduction	NOUN
aiua-10021	66	12	in	in	ADP
aiua-10021	66	13	ipss	ipss	PROPN
aiua-10021	66	14	,	,	PUNCT
aiua-10021	66	15	we	we	PRON
aiua-10021	66	16	use	use	VERB
aiua-10021	66	17	percentages	percentage	NOUN
aiua-10021	66	18	rather	rather	ADV
aiua-10021	66	19	than	than	ADP
aiua-10021	66	20	absolute	absolute	ADJ
aiua-10021	66	21	differences	difference	NOUN
aiua-10021	66	22	.	.	PUNCT
aiua-10021	67	1	after	after	ADP
aiua-10021	67	2	applying	apply	VERB
aiua-10021	67	3	the	the	DET
aiua-10021	67	4	smote	smote	NOUN
aiua-10021	67	5	,	,	PUNCT
aiua-10021	67	6	the	the	DET
aiua-10021	67	7	new	new	ADJ
aiua-10021	67	8	dataset	dataset	NOUN
aiua-10021	67	9	contains	contain	VERB
aiua-10021	67	10	an	an	DET
aiua-10021	67	11	extra	extra	ADJ
aiua-10021	67	12	453	453	NUM
aiua-10021	67	13	synthetic	synthetic	ADJ
aiua-10021	67	14	instances	instance	NOUN
aiua-10021	67	15	,	,	PUNCT
aiua-10021	67	16	in	in	ADP
aiua-10021	67	17	addition	addition	NOUN
aiua-10021	67	18	to	to	ADP
aiua-10021	67	19	the	the	DET
aiua-10021	67	20	original	original	ADJ
aiua-10021	67	21	153	153	NUM
aiua-10021	67	22	patients	patient	NOUN
aiua-10021	67	23	’	'	PUNCT
aiua-10021	67	24	data	datum	NOUN
aiua-10021	67	25	.	.	PUNCT
aiua-10021	68	1	the	the	DET
aiua-10021	68	2	new	new	ADJ
aiua-10021	68	3	allocation	allocation	NOUN
aiua-10021	68	4	of	of	ADP
aiua-10021	68	5	the	the	DET
aiua-10021	68	6	606	606	NUM
aiua-10021	68	7	instances	instance	NOUN
aiua-10021	68	8	is	be	AUX
aiua-10021	68	9	:	:	PUNCT
aiua-10021	68	10	205	205	NUM
aiua-10021	68	11	in	in	ADP
aiua-10021	68	12	tuvis	tuvis	PROPN
aiua-10021	68	13	group	group	NOUN
aiua-10021	68	14	,	,	PUNCT
aiua-10021	68	15	205	205	NUM
aiua-10021	68	16	in	in	ADP
aiua-10021	68	17	bipolar	bipolar	ADJ
aiua-10021	68	18	-	-	PUNCT
aiua-10021	68	19	turis	turis	NOUN
aiua-10021	68	20	group	group	NOUN
aiua-10021	68	21	and	and	CCONJ
aiua-10021	68	22	196	196	NUM
aiua-10021	68	23	in	in	ADP
aiua-10021	68	24	monopolar	monopolar	ADJ
aiua-10021	68	25	turp	turp	NOUN
aiua-10021	68	26	group	group	NOUN
aiua-10021	68	27	.	.	PUNCT
aiua-10021	69	1	baseline	baseline	PROPN
aiua-10021	69	2	patient	patient	ADJ
aiua-10021	69	3	characteristics	characteristic	NOUN
aiua-10021	69	4	and	and	CCONJ
aiua-10021	69	5	%	%	NOUN
aiua-10021	69	6	qmax	qmax	NOUN
aiua-10021	69	7	increase	increase	NOUN
aiua-10021	69	8	,	,	PUNCT
aiua-10021	69	9	%	%	NOUN
aiua-10021	69	10	ipss	ipss	PROPN
aiua-10021	69	11	reduction	reduction	NOUN
aiua-10021	69	12	,	,	PUNCT
aiua-10021	69	13	are	be	AUX
aiua-10021	69	14	shown	show	VERB
aiua-10021	69	15	in	in	ADP
aiua-10021	69	16	table	table	NOUN
aiua-10021	69	17	2	2	NUM
aiua-10021	69	18	.	.	PUNCT
aiua-10021	69	19	according	accord	VERB
aiua-10021	69	20	to	to	ADP
aiua-10021	69	21	table	table	NOUN
aiua-10021	69	22	3	3	NUM
aiua-10021	69	23	,	,	PUNCT
aiua-10021	69	24	considering	consider	VERB
aiua-10021	69	25	all	all	DET
aiua-10021	69	26	three	three	NUM
aiua-10021	69	27	metrics	metric	NOUN
aiua-10021	69	28	(	(	PUNCT
aiua-10021	69	29	r	r	NOUN
aiua-10021	69	30	,	,	PUNCT
aiua-10021	69	31	mae	mae	PROPN
aiua-10021	69	32	,	,	PUNCT
aiua-10021	69	33	rmse	rmse	NOUN
aiua-10021	69	34	)	)	PUNCT
aiua-10021	69	35	for	for	ADP
aiua-10021	69	36	%	%	NOUN
aiua-10021	69	37	qmax	qmax	PROPN
aiua-10021	69	38	increase	increase	NOUN
aiua-10021	69	39	,	,	PUNCT
aiua-10021	69	40	random	random	ADJ
aiua-10021	69	41	forest	forest	NOUN
aiua-10021	69	42	algorithm	algorithm	NOUN
aiua-10021	69	43	outperforms	outperform	VERB
aiua-10021	69	44	other	other	ADJ
aiua-10021	69	45	models	model	NOUN
aiua-10021	69	46	,	,	PUNCT
aiua-10021	69	47	with	with	ADP
aiua-10021	69	48	values	value	NOUN
aiua-10021	69	49	of	of	ADP
aiua-10021	69	50	correlation	correlation	NOUN
aiua-10021	69	51	coefficient	coefficient	NOUN
aiua-10021	69	52	(	(	PUNCT
aiua-10021	69	53	r	r	NOUN
aiua-10021	69	54	)	)	PUNCT
aiua-10021	69	55	0.9697	0.9697	NUM
aiua-10021	69	56	,	,	PUNCT
aiua-10021	69	57	mae	mae	PROPN
aiua-10021	69	58	7.78	7.78	NUM
aiua-10021	69	59	and	and	CCONJ
aiua-10021	69	60	rmse	rmse	PROPN
aiua-10021	69	61	13.26	13.26	NUM
aiua-10021	69	62	.	.	PUNCT
aiua-10021	70	1	the	the	DET
aiua-10021	70	2	values	value	NOUN
aiua-10021	70	3	of	of	ADP
aiua-10021	70	4	mae	mae	PROPN
aiua-10021	70	5	and	and	CCONJ
aiua-10021	70	6	rmse	rmse	NOUN
aiua-10021	70	7	are	be	AUX
aiua-10021	70	8	percentage	percentage	NOUN
aiua-10021	70	9	points	point	NOUN
aiua-10021	70	10	since	since	SCONJ
aiua-10021	70	11	the	the	DET
aiua-10021	70	12	target	target	NOUN
aiua-10021	70	13	variable	variable	ADJ
aiua-10021	70	14	%	%	NOUN
aiua-10021	70	15	qmax	qmax	NOUN
aiua-10021	70	16	increase	increase	NOUN
aiua-10021	70	17	denotes	denote	VERB
aiua-10021	70	18	the	the	DET
aiua-10021	70	19	corresponding	correspond	VERB
aiua-10021	70	20	percentage	percentage	NOUN
aiua-10021	70	21	increase	increase	NOUN
aiua-10021	70	22	of	of	ADP
aiua-10021	70	23	qmax	qmax	NOUN
aiua-10021	70	24	after	after	ADP
aiua-10021	70	25	applying	apply	VERB
aiua-10021	70	26	the	the	DET
aiua-10021	70	27	corresponding	correspond	VERB
aiua-10021	70	28	system	system	NOUN
aiua-10021	70	29	approach	approach	NOUN
aiua-10021	70	30	on	on	ADP
aiua-10021	70	31	a	a	DET
aiua-10021	70	32	specific	specific	ADJ
aiua-10021	70	33	patient	patient	NOUN
aiua-10021	70	34	.	.	PUNCT
aiua-10021	71	1	as	as	SCONJ
aiua-10021	71	2	shown	show	VERB
aiua-10021	71	3	in	in	ADP
aiua-10021	71	4	table	table	NOUN
aiua-10021	71	5	4	4	NUM
aiua-10021	71	6	,	,	PUNCT
aiua-10021	71	7	considering	consider	VERB
aiua-10021	71	8	all	all	DET
aiua-10021	71	9	three	three	NUM
aiua-10021	71	10	metrics	metric	NOUN
aiua-10021	71	11	(	(	PUNCT
aiua-10021	71	12	r	r	NOUN
aiua-10021	71	13	,	,	PUNCT
aiua-10021	71	14	mae	mae	PROPN
aiua-10021	71	15	,	,	PUNCT
aiua-10021	71	16	rmse	rmse	NOUN
aiua-10021	71	17	)	)	PUNCT
aiua-10021	71	18	for	for	ADP
aiua-10021	71	19	%	%	NOUN
aiua-10021	71	20	ipss	ipss	PROPN
aiua-10021	71	21	reduction	reduction	NOUN
aiua-10021	71	22	,	,	PUNCT
aiua-10021	71	23	the	the	DET
aiua-10021	71	24	random	random	ADJ
aiua-10021	71	25	forest	forest	NOUN
aiua-10021	71	26	model	model	NOUN
aiua-10021	71	27	again	again	ADV
aiua-10021	71	28	outperforms	outperform	VERB
aiua-10021	71	29	other	other	ADJ
aiua-10021	71	30	models	model	NOUN
aiua-10021	71	31	,	,	PUNCT
aiua-10021	71	32	with	with	ADP
aiua-10021	71	33	values	value	NOUN
aiua-10021	71	34	of	of	ADP
aiua-10021	71	35	table	table	NOUN
aiua-10021	71	36	1	1	NUM
aiua-10021	71	37	.	.	PUNCT
aiua-10021	71	38	baseline	baseline	PROPN
aiua-10021	71	39	patient	patient	ADJ
aiua-10021	71	40	characteristics	characteristic	NOUN
aiua-10021	71	41	.	.	PUNCT
aiua-10021	72	1	total	total	ADJ
aiua-10021	72	2	per	per	ADP
aiua-10021	72	3	system	system	NOUN
aiua-10021	72	4	tuvis	tuvis	NOUN
aiua-10021	72	5	turis	turis	PROPN
aiua-10021	72	6	turp	turp	NOUN
aiua-10021	72	7	variable	variable	ADJ
aiua-10021	72	8	range	range	NOUN
aiua-10021	72	9	mean	mean	ADJ
aiua-10021	72	10	/	/	SYM
aiua-10021	72	11	sd	sd	NOUN
aiua-10021	72	12	range	range	NOUN
aiua-10021	72	13	mean	mean	ADJ
aiua-10021	72	14	/	/	SYM
aiua-10021	72	15	sd	sd	NOUN
aiua-10021	72	16	range	range	NOUN
aiua-10021	72	17	mean	mean	ADJ
aiua-10021	72	18	/	/	SYM
aiua-10021	72	19	sd	sd	NOUN
aiua-10021	72	20	range	range	NOUN
aiua-10021	72	21	mean	mean	VERB
aiua-10021	72	22	/	/	SYM
aiua-10021	72	23	sd	sd	NOUN
aiua-10021	72	24	age	age	NOUN
aiua-10021	72	25	(	(	PUNCT
aiua-10021	72	26	years	year	NOUN
aiua-10021	72	27	)	)	PUNCT
aiua-10021	72	28	47	47	NUM
aiua-10021	72	29	-	-	SYM
aiua-10021	72	30	91	91	NUM
aiua-10021	72	31	70.39/8.67	70.39/8.67	NUM
aiua-10021	72	32	47	47	NUM
aiua-10021	72	33	-	-	SYM
aiua-10021	72	34	91	91	NUM
aiua-10021	73	1	69.87/9.41	69.87/9.41	NUM
aiua-10021	73	2	47	47	NUM
aiua-10021	73	3	-	-	SYM
aiua-10021	73	4	89	89	NUM
aiua-10021	73	5	70.87/8.73	70.87/8.73	NUM
aiua-10021	73	6	51	51	NUM
aiua-10021	73	7	-	-	SYM
aiua-10021	73	8	88	88	NUM
aiua-10021	73	9	70.43/7.68	70.43/7.68	PROPN
aiua-10021	73	10	prostate	prostate	NOUN
aiua-10021	73	11	volume(ml	volume(ml	NOUN
aiua-10021	73	12	)	)	PUNCT
aiua-10021	73	13	20	20	NUM
aiua-10021	73	14	-	-	SYM
aiua-10021	73	15	175	175	NUM
aiua-10021	73	16	59.48/24.44	59.48/24.44	NUM
aiua-10021	73	17	31	31	NUM
aiua-10021	73	18	-	-	SYM
aiua-10021	73	19	98	98	NUM
aiua-10021	73	20	59.88/20.51	59.88/20.51	NUM
aiua-10021	73	21	20	20	NUM
aiua-10021	73	22	-	-	SYM
aiua-10021	73	23	175	175	NUM
aiua-10021	73	24	63.48/29.20	63.48/29.20	NUM
aiua-10021	73	25	20	20	NUM
aiua-10021	73	26	-	-	SYM
aiua-10021	73	27	105	105	NUM
aiua-10021	73	28	54.81/21.78	54.81/21.78	NUM
aiua-10021	73	29	baseline	baseline	NOUN
aiua-10021	73	30	qmax	qmax	NOUN
aiua-10021	73	31	(	(	PUNCT
aiua-10021	73	32	ml	ml	PROPN
aiua-10021	73	33	/	/	SYM
aiua-10021	73	34	sec	sec	PROPN
aiua-10021	73	35	)	)	PUNCT
aiua-10021	73	36	3.40	3.40	NUM
aiua-10021	73	37	-	-	SYM
aiua-10021	73	38	11.90	11.90	NUM
aiua-10021	73	39	7.24/1.75	7.24/1.75	NUM
aiua-10021	73	40	3.40	3.40	NUM
aiua-10021	73	41	-	-	SYM
aiua-10021	73	42	9.30	9.30	NUM
aiua-10021	73	43	6.52/1.53	6.52/1.53	NUM
aiua-10021	73	44	3.40	3.40	NUM
aiua-10021	73	45	-	-	SYM
aiua-10021	73	46	11.90	11.90	NUM
aiua-10021	73	47	7.83/1.90	7.83/1.90	NUM
aiua-10021	73	48	4.50	4.50	NUM
aiua-10021	73	49	-	-	SYM
aiua-10021	73	50	9.90	9.90	NUM
aiua-10021	73	51	7.38/1.51	7.38/1.51	NUM
aiua-10021	73	52	baseline	baseline	NOUN
aiua-10021	73	53	ipss	ipss	PROPN
aiua-10021	73	54	16	16	NUM
aiua-10021	73	55	-	-	SYM
aiua-10021	73	56	29	29	NUM
aiua-10021	73	57	21.81/2.97	21.81/2.97	NUM
aiua-10021	73	58	16	16	NUM
aiua-10021	73	59	-	-	SYM
aiua-10021	73	60	28	28	NUM
aiua-10021	73	61	22.85/3.05	22.85/3.05	NUM
aiua-10021	73	62	17	17	NUM
aiua-10021	73	63	-	-	SYM
aiua-10021	73	64	29	29	NUM
aiua-10021	73	65	21/2.60	21/2.60	NUM
aiua-10021	73	66	17	17	NUM
aiua-10021	73	67	-	-	SYM
aiua-10021	73	68	28	28	NUM
aiua-10021	73	69	21.57/2.90	21.57/2.90	NUM
aiua-10021	73	70	percentage	percentage	NOUN
aiua-10021	73	71	qmax	qmax	NOUN
aiua-10021	73	72	increase(%	increase(%	NOUN
aiua-10021	73	73	)	)	PUNCT
aiua-10021	73	74	60	60	NUM
aiua-10021	73	75	-	-	SYM
aiua-10021	73	76	394	394	NUM
aiua-10021	73	77	160.39/62.98	160.39/62.98	NUM
aiua-10021	73	78	89	89	NUM
aiua-10021	73	79	-	-	SYM
aiua-10021	73	80	388	388	NUM
aiua-10021	73	81	181.27/60.0	181.27/60.0	NUM
aiua-10021	73	82	60	60	NUM
aiua-10021	73	83	-	-	SYM
aiua-10021	73	84	394	394	NUM
aiua-10021	73	85	149.60/72.4	149.60/72.4	NUM
aiua-10021	73	86	69	69	NUM
aiua-10021	73	87	-	-	SYM
aiua-10021	73	88	296	296	NUM
aiua-10021	73	89	149.67/47.89	149.67/47.89	NUM
aiua-10021	73	90	percentage	percentage	NOUN
aiua-10021	73	91	ipss	ipss	PROPN
aiua-10021	73	92	reduction(%	reduction(%	ADV
aiua-10021	73	93	)	)	PUNCT
aiua-10021	73	94	29.4	29.4	NUM
aiua-10021	73	95	-	-	SYM
aiua-10021	73	96	76.5	76.5	NUM
aiua-10021	73	97	59.5/7.1	59.5/7.1	NUM
aiua-10021	73	98	29.4	29.4	NUM
aiua-10021	73	99	-	-	SYM
aiua-10021	73	100	75	75	NUM
aiua-10021	73	101	57.3/7.6	57.3/7.6	NUM
aiua-10021	73	102	44.0	44.0	NUM
aiua-10021	73	103	-	-	SYM
aiua-10021	73	104	75.0	75.0	NUM
aiua-10021	73	105	63.2/7.1	63.2/7.1	NUM
aiua-10021	73	106	50	50	NUM
aiua-10021	73	107	-	-	SYM
aiua-10021	73	108	76.5	76.5	NUM
aiua-10021	73	109	58.07/4.55	58.07/4.55	PROPN
aiua-10021	73	110	table	table	NOUN
aiua-10021	73	111	2	2	NUM
aiua-10021	73	112	.	.	PUNCT
aiua-10021	73	113	augmented	augment	VERB
aiua-10021	73	114	dataset	dataset	NOUN
aiua-10021	73	115	statistics	statistic	NOUN
aiua-10021	73	116	after	after	ADP
aiua-10021	73	117	applying	apply	VERB
aiua-10021	73	118	smote	smote	NOUN
aiua-10021	73	119	*	*	PUNCT
aiua-10021	73	120	.	.	PUNCT
aiua-10021	74	1	total	total	ADJ
aiua-10021	74	2	per	per	ADP
aiua-10021	74	3	system	system	NOUN
aiua-10021	74	4	tuvis	tuvis	NOUN
aiua-10021	74	5	turis	turis	PROPN
aiua-10021	74	6	turp	turp	NOUN
aiua-10021	74	7	variable	variable	ADJ
aiua-10021	74	8	range	range	NOUN
aiua-10021	74	9	mean	mean	ADJ
aiua-10021	74	10	/	/	SYM
aiua-10021	74	11	sd	sd	NOUN
aiua-10021	74	12	range	range	NOUN
aiua-10021	74	13	mean	mean	ADJ
aiua-10021	74	14	/	/	SYM
aiua-10021	74	15	sd	sd	NOUN
aiua-10021	74	16	range	range	NOUN
aiua-10021	74	17	mean	mean	ADJ
aiua-10021	74	18	/	/	SYM
aiua-10021	74	19	sd	sd	NOUN
aiua-10021	74	20	range	range	NOUN
aiua-10021	74	21	mean	mean	VERB
aiua-10021	74	22	/	/	SYM
aiua-10021	74	23	sd	sd	NOUN
aiua-10021	74	24	age	age	NOUN
aiua-10021	74	25	(	(	PUNCT
aiua-10021	74	26	years	year	NOUN
aiua-10021	74	27	)	)	PUNCT
aiua-10021	74	28	47	47	NUM
aiua-10021	74	29	-	-	SYM
aiua-10021	74	30	91	91	NUM
aiua-10021	74	31	70.44/8.46	70.44/8.46	NUM
aiua-10021	74	32	47	47	NUM
aiua-10021	74	33	-	-	SYM
aiua-10021	74	34	91	91	NUM
aiua-10021	74	35	70.75/8.78	70.75/8.78	NUM
aiua-10021	74	36	47	47	NUM
aiua-10021	74	37	-	-	SYM
aiua-10021	74	38	89	89	NUM
aiua-10021	74	39	71.41/8.77	71.41/8.77	NUM
aiua-10021	74	40	51	51	NUM
aiua-10021	74	41	-	-	SYM
aiua-10021	74	42	88	88	NUM
aiua-10021	74	43	69.09/7.57	69.09/7.57	PROPN
aiua-10021	74	44	prostate	prostate	NOUN
aiua-10021	74	45	volume	volume	NOUN
aiua-10021	74	46	(	(	PUNCT
aiua-10021	74	47	ml	ml	NOUN
aiua-10021	74	48	)	)	PUNCT
aiua-10021	74	49	20	20	NUM
aiua-10021	74	50	-	-	SYM
aiua-10021	74	51	175	175	NUM
aiua-10021	74	52	58.94/22.94	58.94/22.94	NUM
aiua-10021	74	53	31	31	NUM
aiua-10021	74	54	-	-	SYM
aiua-10021	74	55	98	98	NUM
aiua-10021	74	56	61.24/20.66	61.24/20.66	NUM
aiua-10021	74	57	20	20	NUM
aiua-10021	74	58	-	-	SYM
aiua-10021	74	59	175	175	NUM
aiua-10021	74	60	62.56/25.83	62.56/25.83	NUM
aiua-10021	74	61	20	20	NUM
aiua-10021	74	62	-	-	SYM
aiua-10021	74	63	105	105	NUM
aiua-10021	74	64	52.74/20.64	52.74/20.64	NUM
aiua-10021	74	65	baseline	baseline	NOUN
aiua-10021	74	66	qmax	qmax	PROPN
aiua-10021	74	67	(	(	PUNCT
aiua-10021	74	68	ml	ml	PROPN
aiua-10021	74	69	/	/	SYM
aiua-10021	74	70	sec	sec	PROPN
aiua-10021	74	71	)	)	PUNCT
aiua-10021	74	72	3.40	3.40	NUM
aiua-10021	74	73	-	-	SYM
aiua-10021	74	74	11.90	11.90	NUM
aiua-10021	74	75	7.16/1.50	7.16/1.50	NUM
aiua-10021	74	76	3.40	3.40	NUM
aiua-10021	74	77	-	-	SYM
aiua-10021	74	78	9.30	9.30	NUM
aiua-10021	74	79	6.67/1.24	6.67/1.24	NUM
aiua-10021	74	80	3.4	3.4	NUM
aiua-10021	74	81	-	-	SYM
aiua-10021	74	82	11.9	11.9	NUM
aiua-10021	74	83	7.68/1.69	7.68/1.69	NUM
aiua-10021	74	84	4.50	4.50	NUM
aiua-10021	74	85	-	-	SYM
aiua-10021	74	86	9.90	9.90	NUM
aiua-10021	74	87	7.13/1.37	7.13/1.37	NUM
aiua-10021	74	88	baseline	baseline	NOUN
aiua-10021	74	89	ipss	ipss	PROPN
aiua-10021	74	90	16	16	NUM
aiua-10021	74	91	-	-	SYM
aiua-10021	74	92	29	29	NUM
aiua-10021	74	93	21.90/2.81	21.90/2.81	NUM
aiua-10021	74	94	16	16	NUM
aiua-10021	74	95	-	-	SYM
aiua-10021	74	96	28	28	NUM
aiua-10021	75	1	22.79/2.83	22.79/2.83	NUM
aiua-10021	75	2	17	17	NUM
aiua-10021	75	3	-	-	SYM
aiua-10021	75	4	29	29	NUM
aiua-10021	75	5	20.76/2.49	20.76/2.49	NUM
aiua-10021	75	6	17	17	NUM
aiua-10021	75	7	-	-	SYM
aiua-10021	75	8	28	28	NUM
aiua-10021	75	9	22.06/2.71	22.06/2.71	NUM
aiua-10021	75	10	percentage	percentage	NOUN
aiua-10021	75	11	qmax	qmax	NOUN
aiua-10021	75	12	increase	increase	NOUN
aiua-10021	75	13	(	(	PUNCT
aiua-10021	75	14	%	%	INTJ
aiua-10021	75	15	)	)	PUNCT
aiua-10021	75	16	60.00	60.00	NUM
aiua-10021	75	17	-	-	SYM
aiua-10021	75	18	394.00	394.00	NUM
aiua-10021	75	19	162.10/53.12	162.10/53.12	NUM
aiua-10021	75	20	89.00	89.00	NUM
aiua-10021	75	21	-	-	SYM
aiua-10021	75	22	388.00173.62/47.96	388.00173.62/47.96	NUM
aiua-10021	75	23	60.00	60.00	NUM
aiua-10021	75	24	-	-	SYM
aiua-10021	75	25	394.00	394.00	NUM
aiua-10021	75	26	152.78/63.82	152.78/63.82	NUM
aiua-10021	75	27	59.00	59.00	NUM
aiua-10021	75	28	-	-	SYM
aiua-10021	75	29	296.00	296.00	NUM
aiua-10021	75	30	159.81/42.71	159.81/42.71	NUM
aiua-10021	75	31	percentage	percentage	NOUN
aiua-10021	75	32	ipss	ipss	PROPN
aiua-10021	75	33	reduction	reduction	NOUN
aiua-10021	75	34	(	(	PUNCT
aiua-10021	75	35	%	%	NOUN
aiua-10021	75	36	)	)	PUNCT
aiua-10021	75	37	29.4	29.4	NUM
aiua-10021	75	38	-	-	SYM
aiua-10021	75	39	76.5	76.5	NUM
aiua-10021	75	40	59.28/6.28	59.28/6.28	NUM
aiua-10021	75	41	29.4	29.4	NUM
aiua-10021	75	42	-	-	SYM
aiua-10021	75	43	75.0	75.0	NUM
aiua-10021	75	44	57.46/6.5	57.46/6.5	NUM
aiua-10021	75	45	44	44	NUM
aiua-10021	75	46	-	-	SYM
aiua-10021	75	47	75	75	NUM
aiua-10021	75	48	63.07/6.15	63.07/6.15	NUM
aiua-10021	75	49	50.0	50.0	NUM
aiua-10021	75	50	-	-	SYM
aiua-10021	75	51	76.5	76.5	NUM
aiua-10021	75	52	57.30/4.02	57.30/4.02	PROPN
aiua-10021	75	53	*	*	PUNCT
aiua-10021	75	54	smote	smote	ADJ
aiua-10021	75	55	:	:	PUNCT
aiua-10021	75	56	synthetic	synthetic	ADJ
aiua-10021	75	57	minority	minority	NOUN
aiua-10021	75	58	oversampling	oversample	VERB
aiua-10021	75	59	technique	technique	NOUN
aiua-10021	75	60	.	.	PUNCT
aiua-10021	76	1	table	table	NOUN
aiua-10021	76	2	3	3	NUM
aiua-10021	76	3	.	.	X
aiua-10021	76	4	percentage	percentage	NOUN
aiua-10021	76	5	qmax	qmax	NOUN
aiua-10021	76	6	increase	increase	NOUN
aiua-10021	76	7	prediction	prediction	NOUN
aiua-10021	76	8	using	use	VERB
aiua-10021	76	9	various	various	ADJ
aiua-10021	76	10	machine	machine	NOUN
aiua-10021	76	11	learning	learning	NOUN
aiua-10021	76	12	methods	method	NOUN
aiua-10021	76	13	.	.	PUNCT
aiua-10021	77	1	method	method	PROPN
aiua-10021	77	2	r	r	PROPN
aiua-10021	77	3	mae	mae	PROPN
aiua-10021	77	4	rmse	rmse	PROPN
aiua-10021	77	5	linear	linear	PROPN
aiua-10021	77	6	regression	regression	NOUN
aiua-10021	77	7	0.9004	0.9004	NUM
aiua-10021	77	8	17.8	17.8	NUM
aiua-10021	77	9	23.12	23.12	NUM
aiua-10021	77	10	multilayer	multilayer	NOUN
aiua-10021	77	11	perceptron	perceptron	PROPN
aiua-10021	77	12	0.9088	0.9088	NUM
aiua-10021	77	13	16.7	16.7	NUM
aiua-10021	77	14	22.2	22.2	NUM
aiua-10021	77	15	smo	smo	PROPN
aiua-10021	77	16	reg	reg	VERB
aiua-10021	77	17	0.895	0.895	NUM
aiua-10021	77	18	17.7	17.7	NUM
aiua-10021	77	19	23.85	23.85	NUM
aiua-10021	77	20	lazy.ibk	lazy.ibk	PRON
aiua-10021	77	21	0.935	0.935	NUM
aiua-10021	77	22	9.24	9.24	NUM
aiua-10021	77	23	18.80	18.80	NUM
aiua-10021	77	24	meta.bagging	meta.bagge	VERB
aiua-10021	77	25	0.9526	0.9526	NUM
aiua-10021	77	26	11.13	11.13	NUM
aiua-10021	77	27	16.25	16.25	NUM
aiua-10021	77	28	m5rules	m5rule	NOUN
aiua-10021	77	29	0.9274	0.9274	NUM
aiua-10021	77	30	14.95	14.95	NUM
aiua-10021	77	31	19.88	19.88	NUM
aiua-10021	77	32	trees.m5p	trees.m5p	NOUN
aiua-10021	77	33	0.9253	0.9253	NUM
aiua-10021	77	34	14.9	14.9	NUM
aiua-10021	77	35	20.15	20.15	NUM
aiua-10021	77	36	trees.randomforest	trees.randomforest	X
aiua-10021	77	37	0.9697	0.9697	NUM
aiua-10021	77	38	*	*	PUNCT
aiua-10021	77	39	7.78	7.78	NUM
aiua-10021	77	40	*	*	PUNCT
aiua-10021	77	41	13.26	13.26	NUM
aiua-10021	77	42	*	*	PUNCT
aiua-10021	77	43	r	r	NOUN
aiua-10021	77	44	:	:	PUNCT
aiua-10021	77	45	correlation	correlation	NOUN
aiua-10021	77	46	coefficient	coefficient	NOUN
aiua-10021	77	47	;	;	PUNCT
aiua-10021	77	48	mae	mae	PROPN
aiua-10021	77	49	:	:	PUNCT
aiua-10021	77	50	mean	mean	VERB
aiua-10021	77	51	absolute	absolute	ADJ
aiua-10021	77	52	error	error	NOUN
aiua-10021	77	53	;	;	PUNCT
aiua-10021	77	54	rmse	rmse	NOUN
aiua-10021	77	55	:	:	PUNCT
aiua-10021	77	56	root	root	NOUN
aiua-10021	77	57	mean	mean	ADJ
aiua-10021	77	58	-	-	PUNCT
aiua-10021	77	59	squared	square	VERB
aiua-10021	77	60	error	error	NOUN
aiua-10021	77	61	.	.	PUNCT
aiua-10021	78	1	best	good	ADJ
aiua-10021	78	2	results	result	NOUN
aiua-10021	78	3	are	be	AUX
aiua-10021	78	4	marked	mark	VERB
aiua-10021	78	5	by	by	ADP
aiua-10021	78	6	*	*	PROPN
aiua-10021	78	7	in	in	ADP
aiua-10021	78	8	each	each	DET
aiua-10021	78	9	column	column	NOUN
aiua-10021	78	10	.	.	PUNCT
aiua-10021	79	1	table	table	NOUN
aiua-10021	79	2	4	4	NUM
aiua-10021	79	3	.	.	PUNCT
aiua-10021	79	4	percentage	percentage	NOUN
aiua-10021	79	5	ipss	ipss	PROPN
aiua-10021	79	6	reduction	reduction	NOUN
aiua-10021	79	7	prediction	prediction	NOUN
aiua-10021	79	8	using	use	VERB
aiua-10021	79	9	various	various	ADJ
aiua-10021	79	10	machine	machine	NOUN
aiua-10021	79	11	learning	learn	VERB
aiua-10021	79	12	methodslearning	methodslearne	VERB
aiua-10021	79	13	methods	method	NOUN
aiua-10021	79	14	.	.	PUNCT
aiua-10021	80	1	method	method	PROPN
aiua-10021	80	2	r	r	PROPN
aiua-10021	80	3	mae	mae	PROPN
aiua-10021	80	4	rmse	rmse	PROPN
aiua-10021	80	5	linear	linear	PROPN
aiua-10021	80	6	regression	regression	VERB
aiua-10021	80	7	0.4493	0.4493	NUM
aiua-10021	80	8	4.14	4.14	NUM
aiua-10021	80	9	5.61	5.61	NUM
aiua-10021	80	10	multi	multi	ADJ
aiua-10021	80	11	layer	layer	NOUN
aiua-10021	80	12	perceptron	perceptron	NOUN
aiua-10021	81	1	0.5751	0.5751	NUM
aiua-10021	81	2	3.95	3.95	NUM
aiua-10021	81	3	5.36	5.36	NUM
aiua-10021	81	4	smoreg	smoreg	NOUN
aiua-10021	81	5	0.4199	0.4199	NUM
aiua-10021	81	6	4.17	4.17	NUM
aiua-10021	81	7	5.7	5.7	NUM
aiua-10021	81	8	lazy.ibk	lazy.ibk	PRON
aiua-10021	81	9	0.8793	0.8793	NUM
aiua-10021	81	10	1.53	1.53	NUM
aiua-10021	81	11	*	*	SYM
aiua-10021	81	12	3.07	3.07	NUM
aiua-10021	81	13	meta.bagging	meta.bagge	VERB
aiua-10021	81	14	0.7906	0.7906	NUM
aiua-10021	81	15	2.73	2.73	NUM
aiua-10021	81	16	3.91	3.91	NUM
aiua-10021	81	17	m5rules	m5rule	NOUN
aiua-10021	81	18	0.678	0.678	NUM
aiua-10021	81	19	3.35	3.35	NUM
aiua-10021	81	20	4.62	4.62	NUM
aiua-10021	81	21	trees.m5p	trees.m5p	NOUN
aiua-10021	81	22	0.7231	0.7231	NUM
aiua-10021	81	23	3.17	3.17	NUM
aiua-10021	81	24	4.36	4.36	NUM
aiua-10021	81	25	trees.randomforest	trees.randomforest	X
aiua-10021	81	26	0.8989	0.8989	NUM
aiua-10021	81	27	*	*	PUNCT
aiua-10021	81	28	1.63	1.63	NUM
aiua-10021	81	29	2.80	2.80	NUM
aiua-10021	81	30	*	*	PUNCT
aiua-10021	82	1	r	r	NOUN
aiua-10021	82	2	:	:	PUNCT
aiua-10021	82	3	correlation	correlation	NOUN
aiua-10021	82	4	coefficient	coefficient	NOUN
aiua-10021	82	5	;	;	PUNCT
aiua-10021	82	6	mae	mae	PROPN
aiua-10021	82	7	:	:	PUNCT
aiua-10021	82	8	mean	mean	VERB
aiua-10021	82	9	absolute	absolute	ADJ
aiua-10021	82	10	error	error	NOUN
aiua-10021	82	11	;	;	PUNCT
aiua-10021	82	12	rmse	rmse	NOUN
aiua-10021	82	13	:	:	PUNCT
aiua-10021	82	14	root	root	NOUN
aiua-10021	82	15	mean	mean	ADJ
aiua-10021	82	16	-	-	PUNCT
aiua-10021	82	17	squared	square	VERB
aiua-10021	82	18	error	error	NOUN
aiua-10021	82	19	.	.	PUNCT
aiua-10021	83	1	best	good	ADJ
aiua-10021	83	2	results	result	NOUN
aiua-10021	83	3	are	be	AUX
aiua-10021	83	4	marked	mark	VERB
aiua-10021	83	5	by	by	ADP
aiua-10021	83	6	*	*	PROPN
aiua-10021	83	7	in	in	ADP
aiua-10021	83	8	each	each	DET
aiua-10021	83	9	column	column	NOUN
aiua-10021	83	10	.	.	PUNCT
aiua-10021	84	1	421archivio	421archivio	NOUN
aiua-10021	84	2	italiano	italiano	NOUN
aiua-10021	84	3	di	di	X
aiua-10021	84	4	urologia	urologia	PROPN
aiua-10021	84	5	e	e	PROPN
aiua-10021	84	6	andrologia	andrologia	NOUN
aiua-10021	84	7	2021	2021	NUM
aiua-10021	84	8	;	;	PUNCT
aiua-10021	84	9	93	93	NUM
aiua-10021	84	10	,	,	PUNCT
aiua-10021	84	11	4	4	NUM
aiua-10021	84	12	machine	machine	NOUN
aiua-10021	84	13	learning	learn	VERB
aiua-10021	84	14	in	in	ADP
aiua-10021	84	15	bpe	bpe	PROPN
aiua-10021	84	16	surgery	surgery	NOUN
aiua-10021	84	17	correlation	correlation	NOUN
aiua-10021	84	18	coefficient	coefficient	NOUN
aiua-10021	84	19	0.8989	0.8989	NUM
aiua-10021	84	20	,	,	PUNCT
aiua-10021	84	21	mae	mae	PROPN
aiua-10021	84	22	1.63	1.63	NUM
aiua-10021	84	23	,	,	PUNCT
aiua-10021	84	24	and	and	CCONJ
aiua-10021	84	25	rmse	rmse	PROPN
aiua-10021	84	26	2.80	2.80	NUM
aiua-10021	84	27	,	,	PUNCT
aiua-10021	84	28	with	with	ADP
aiua-10021	84	29	the	the	DET
aiua-10021	84	30	only	only	ADJ
aiua-10021	84	31	exception	exception	NOUN
aiua-10021	84	32	that	that	SCONJ
aiua-10021	84	33	k	k	X
aiua-10021	84	34	-	-	PUNCT
aiua-10021	84	35	nearest	near	ADJ
aiua-10021	84	36	neighbors	neighbor	NOUN
aiua-10021	84	37	model	model	NOUN
aiua-10021	84	38	has	have	AUX
aiua-10021	84	39	smaller	small	ADJ
aiua-10021	84	40	but	but	CCONJ
aiua-10021	84	41	very	very	ADV
aiua-10021	84	42	close	close	ADJ
aiua-10021	84	43	value	value	NOUN
aiua-10021	84	44	of	of	ADP
aiua-10021	84	45	mae	mae	PROPN
aiua-10021	84	46	.	.	PUNCT
aiua-10021	85	1	the	the	DET
aiua-10021	85	2	values	value	NOUN
aiua-10021	85	3	of	of	ADP
aiua-10021	85	4	mae	mae	PROPN
aiua-10021	85	5	and	and	CCONJ
aiua-10021	85	6	rmse	rmse	NOUN
aiua-10021	85	7	are	be	AUX
aiua-10021	85	8	percentage	percentage	NOUN
aiua-10021	85	9	points	point	NOUN
aiua-10021	85	10	since	since	SCONJ
aiua-10021	85	11	the	the	DET
aiua-10021	85	12	target	target	NOUN
aiua-10021	85	13	variable	variable	ADJ
aiua-10021	85	14	%	%	NOUN
aiua-10021	85	15	ipss	ipss	PROPN
aiua-10021	85	16	reduction	reduction	NOUN
aiua-10021	85	17	denotes	denote	VERB
aiua-10021	85	18	the	the	DET
aiua-10021	85	19	corresponding	correspond	VERB
aiua-10021	85	20	percentage	percentage	NOUN
aiua-10021	85	21	decrease	decrease	NOUN
aiua-10021	85	22	of	of	ADP
aiua-10021	85	23	ipss	ipss	PROPN
aiua-10021	85	24	after	after	ADP
aiua-10021	85	25	applying	apply	VERB
aiua-10021	85	26	the	the	DET
aiua-10021	85	27	corresponding	correspond	VERB
aiua-10021	85	28	system	system	NOUN
aiua-10021	85	29	approach	approach	NOUN
aiua-10021	85	30	.	.	PUNCT
aiua-10021	86	1	a	a	DET
aiua-10021	86	2	decision	decision	NOUN
aiua-10021	86	3	tree	tree	NOUN
aiua-10021	86	4	algorithm	algorithm	NOUN
aiua-10021	86	5	is	be	AUX
aiua-10021	86	6	easily	easily	ADV
aiua-10021	86	7	understood	understand	VERB
aiua-10021	86	8	and	and	CCONJ
aiua-10021	86	9	ideal	ideal	ADJ
aiua-10021	86	10	for	for	ADP
aiua-10021	86	11	obtaining	obtain	VERB
aiua-10021	86	12	non	non	ADJ
aiua-10021	86	13	-	-	ADJ
aiua-10021	86	14	linear	linear	ADJ
aiua-10021	86	15	relationships	relationship	NOUN
aiua-10021	86	16	between	between	ADP
aiua-10021	86	17	independent	independent	ADJ
aiua-10021	86	18	and	and	CCONJ
aiua-10021	86	19	dependent	dependent	ADJ
aiua-10021	86	20	variables	variable	NOUN
aiua-10021	86	21	.	.	PUNCT
aiua-10021	87	1	random	random	ADJ
aiua-10021	87	2	forest	forest	NOUN
aiua-10021	87	3	is	be	AUX
aiua-10021	87	4	a	a	DET
aiua-10021	87	5	collection	collection	NOUN
aiua-10021	87	6	of	of	ADP
aiua-10021	87	7	decision	decision	NOUN
aiua-10021	87	8	trees	tree	NOUN
aiua-10021	87	9	constructed	construct	VERB
aiua-10021	87	10	in	in	ADP
aiua-10021	87	11	a	a	DET
aiua-10021	87	12	specific	specific	ADJ
aiua-10021	87	13	random	random	ADJ
aiua-10021	87	14	manner	manner	NOUN
aiua-10021	87	15	.	.	PUNCT
aiua-10021	88	1	random	random	ADJ
aiua-10021	88	2	forest	forest	NOUN
aiua-10021	88	3	usually	usually	ADV
aiua-10021	88	4	performs	perform	VERB
aiua-10021	88	5	better	well	ADJ
aiua-10021	88	6	than	than	ADP
aiua-10021	88	7	a	a	DET
aiua-10021	88	8	single	single	ADJ
aiua-10021	88	9	decision	decision	NOUN
aiua-10021	88	10	tree	tree	NOUN
aiua-10021	88	11	in	in	ADP
aiua-10021	88	12	terms	term	NOUN
aiua-10021	88	13	of	of	ADP
aiua-10021	88	14	accuracy	accuracy	NOUN
aiua-10021	88	15	and	and	CCONJ
aiua-10021	88	16	reduced	reduced	ADJ
aiua-10021	88	17	overfitting	overfitting	NOUN
aiua-10021	88	18	.	.	PUNCT
aiua-10021	89	1	the	the	DET
aiua-10021	89	2	major	major	ADJ
aiua-10021	89	3	advantages	advantage	NOUN
aiua-10021	89	4	of	of	ADP
aiua-10021	89	5	random	random	ADJ
aiua-10021	89	6	forests	forest	NOUN
aiua-10021	89	7	are	be	AUX
aiua-10021	89	8	that	that	SCONJ
aiua-10021	89	9	they	they	PRON
aiua-10021	89	10	can	can	AUX
aiua-10021	89	11	handle	handle	VERB
aiua-10021	89	12	both	both	CCONJ
aiua-10021	89	13	linear	linear	ADJ
aiua-10021	89	14	and	and	CCONJ
aiua-10021	89	15	non	non	ADJ
aiua-10021	89	16	-	-	ADJ
aiua-10021	89	17	linear	linear	ADJ
aiua-10021	89	18	relationships	relationship	NOUN
aiua-10021	89	19	as	as	ADV
aiua-10021	89	20	well	well	ADV
aiua-10021	89	21	,	,	PUNCT
aiua-10021	89	22	they	they	PRON
aiua-10021	89	23	are	be	AUX
aiua-10021	89	24	not	not	PART
aiua-10021	89	25	significantly	significantly	ADV
aiua-10021	89	26	impacted	impact	VERB
aiua-10021	89	27	by	by	ADP
aiua-10021	89	28	outliers	outlier	NOUN
aiua-10021	89	29	and	and	CCONJ
aiua-10021	89	30	they	they	PRON
aiua-10021	89	31	effectively	effectively	ADV
aiua-10021	89	32	balance	balance	VERB
aiua-10021	89	33	the	the	DET
aiua-10021	89	34	bias	bias	NOUN
aiua-10021	89	35	-	-	PUNCT
aiua-10021	89	36	variance	variance	NOUN
aiua-10021	89	37	tradeoff	tradeoff	NOUN
aiua-10021	89	38	.	.	PUNCT
aiua-10021	90	1	figure	figure	NOUN
aiua-10021	90	2	1	1	NUM
aiua-10021	90	3	shows	show	VERB
aiua-10021	90	4	an	an	DET
aiua-10021	90	5	example	example	NOUN
aiua-10021	90	6	of	of	ADP
aiua-10021	90	7	how	how	SCONJ
aiua-10021	90	8	a	a	DET
aiua-10021	90	9	random	random	ADJ
aiua-10021	90	10	forest	forest	NOUN
aiua-10021	90	11	is	be	AUX
aiua-10021	90	12	constructed	construct	VERB
aiua-10021	90	13	from	from	ADP
aiua-10021	90	14	decision	decision	NOUN
aiua-10021	90	15	trees	tree	NOUN
aiua-10021	90	16	.	.	PUNCT
aiua-10021	91	1	correlation	correlation	NOUN
aiua-10021	91	2	coefficient	coefficient	NOUN
aiua-10021	91	3	(	(	PUNCT
aiua-10021	91	4	r	r	NOUN
aiua-10021	91	5	)	)	PUNCT
aiua-10021	91	6	is	be	AUX
aiua-10021	91	7	used	use	VERB
aiua-10021	91	8	to	to	PART
aiua-10021	91	9	measure	measure	VERB
aiua-10021	91	10	the	the	DET
aiua-10021	91	11	strength	strength	NOUN
aiua-10021	91	12	of	of	ADP
aiua-10021	91	13	a	a	DET
aiua-10021	91	14	linear	linear	ADJ
aiua-10021	91	15	relationship	relationship	NOUN
aiua-10021	91	16	between	between	ADP
aiua-10021	91	17	two	two	NUM
aiua-10021	91	18	variables	variable	NOUN
aiua-10021	91	19	,	,	PUNCT
aiua-10021	91	20	in	in	ADP
aiua-10021	91	21	our	our	PRON
aiua-10021	91	22	case	case	NOUN
aiua-10021	91	23	the	the	DET
aiua-10021	91	24	predicted	predict	VERB
aiua-10021	91	25	and	and	CCONJ
aiua-10021	91	26	the	the	DET
aiua-10021	91	27	actual	actual	ADJ
aiua-10021	91	28	values	value	NOUN
aiua-10021	91	29	of	of	ADP
aiua-10021	91	30	the	the	DET
aiua-10021	91	31	target	target	NOUN
aiua-10021	91	32	variables	variable	NOUN
aiua-10021	91	33	%	%	NOUN
aiua-10021	91	34	qmax	qmax	NOUN
aiua-10021	91	35	increase	increase	NOUN
aiua-10021	92	1	and	and	CCONJ
aiua-10021	92	2	%	%	INTJ
aiua-10021	92	3	ipss	ipss	PROPN
aiua-10021	92	4	reduction	reduction	NOUN
aiua-10021	92	5	.	.	PUNCT
aiua-10021	93	1	the	the	PRON
aiua-10021	93	2	closer	close	ADJ
aiua-10021	93	3	the	the	DET
aiua-10021	93	4	value	value	NOUN
aiua-10021	93	5	of	of	ADP
aiua-10021	93	6	the	the	DET
aiua-10021	93	7	correlation	correlation	NOUN
aiua-10021	93	8	coefficient	coefficient	NOUN
aiua-10021	93	9	is	be	AUX
aiua-10021	93	10	to	to	ADP
aiua-10021	93	11	1	1	NUM
aiua-10021	93	12	,	,	PUNCT
aiua-10021	93	13	the	the	PRON
aiua-10021	93	14	better	well	ADJ
aiua-10021	93	15	the	the	DET
aiua-10021	93	16	regression	regression	NOUN
aiua-10021	93	17	model	model	NOUN
aiua-10021	93	18	is	be	AUX
aiua-10021	93	19	.	.	PUNCT
aiua-10021	94	1	mean	mean	VERB
aiua-10021	94	2	absolute	absolute	ADJ
aiua-10021	94	3	error	error	NOUN
aiua-10021	94	4	(	(	PUNCT
aiua-10021	94	5	mae	mae	PROPN
aiua-10021	94	6	)	)	PUNCT
aiua-10021	94	7	is	be	AUX
aiua-10021	94	8	the	the	DET
aiua-10021	94	9	average	average	ADJ
aiua-10021	94	10	error	error	NOUN
aiua-10021	94	11	between	between	ADP
aiua-10021	94	12	the	the	DET
aiua-10021	94	13	absolute	absolute	ADJ
aiua-10021	94	14	value	value	NOUN
aiua-10021	94	15	of	of	ADP
aiua-10021	94	16	the	the	DET
aiua-10021	94	17	predicted	predict	VERB
aiua-10021	94	18	and	and	CCONJ
aiua-10021	94	19	actual	actual	ADJ
aiua-10021	94	20	value	value	NOUN
aiua-10021	94	21	for	for	ADP
aiua-10021	94	22	each	each	DET
aiua-10021	94	23	pair	pair	NOUN
aiua-10021	94	24	.	.	PUNCT
aiua-10021	95	1	root	root	NOUN
aiua-10021	95	2	mean	mean	ADJ
aiua-10021	95	3	-	-	PUNCT
aiua-10021	95	4	squared	square	VERB
aiua-10021	95	5	error	error	NOUN
aiua-10021	95	6	(	(	PUNCT
aiua-10021	95	7	rmse	rmse	NOUN
aiua-10021	95	8	)	)	PUNCT
aiua-10021	95	9	it	it	PRON
aiua-10021	95	10	shows	show	VERB
aiua-10021	95	11	how	how	SCONJ
aiua-10021	95	12	far	far	ADV
aiua-10021	95	13	predicted	predict	VERB
aiua-10021	95	14	values	value	NOUN
aiua-10021	95	15	fall	fall	VERB
aiua-10021	95	16	from	from	ADP
aiua-10021	95	17	measured	measure	VERB
aiua-10021	95	18	actual	actual	ADJ
aiua-10021	95	19	values	value	NOUN
aiua-10021	95	20	using	use	VERB
aiua-10021	95	21	euclidean	euclidean	ADJ
aiua-10021	95	22	distance	distance	NOUN
aiua-10021	95	23	.	.	PUNCT
aiua-10021	96	1	concerning	concern	VERB
aiua-10021	96	2	the	the	DET
aiua-10021	96	3	values	value	NOUN
aiua-10021	96	4	of	of	ADP
aiua-10021	96	5	the	the	DET
aiua-10021	96	6	mae	mae	PROPN
aiua-10021	96	7	and	and	CCONJ
aiua-10021	96	8	rmse	rmse	PROPN
aiua-10021	96	9	,	,	PUNCT
aiua-10021	96	10	the	the	PRON
aiua-10021	96	11	closer	close	ADV
aiua-10021	96	12	their	their	PRON
aiua-10021	96	13	values	value	NOUN
aiua-10021	96	14	to	to	ADP
aiua-10021	96	15	zero	zero	NUM
aiua-10021	96	16	,	,	PUNCT
aiua-10021	96	17	the	the	PRON
aiua-10021	96	18	better	well	ADJ
aiua-10021	96	19	the	the	DET
aiua-10021	96	20	model	model	NOUN
aiua-10021	96	21	's	's	PART
aiua-10021	96	22	performance	performance	NOUN
aiua-10021	96	23	,	,	PUNCT
aiua-10021	96	24	since	since	SCONJ
aiua-10021	96	25	both	both	DET
aiua-10021	96	26	metrics	metric	NOUN
aiua-10021	96	27	are	be	AUX
aiua-10021	96	28	proportional	proportional	ADJ
aiua-10021	96	29	to	to	ADP
aiua-10021	96	30	the	the	DET
aiua-10021	96	31	difference	difference	NOUN
aiua-10021	96	32	between	between	ADP
aiua-10021	96	33	the	the	DET
aiua-10021	96	34	actual	actual	ADJ
aiua-10021	96	35	and	and	CCONJ
aiua-10021	96	36	predicted	predict	VERB
aiua-10021	96	37	values	value	NOUN
aiua-10021	96	38	.	.	PUNCT
aiua-10021	97	1	readers	reader	NOUN
aiua-10021	97	2	can	can	AUX
aiua-10021	97	3	find	find	VERB
aiua-10021	97	4	on	on	ADP
aiua-10021	97	5	the	the	DET
aiua-10021	97	6	website	website	NOUN
aiua-10021	97	7	(	(	PUNCT
aiua-10021	97	8	16	16	NUM
aiua-10021	97	9	)	)	PUNCT
aiua-10021	97	10	two	two	NUM
aiua-10021	97	11	weka	weka	PROPN
aiua-10021	97	12	data	datum	NOUN
aiua-10021	97	13	set	set	VERB
aiua-10021	97	14	sample	sample	NOUN
aiua-10021	97	15	files	file	NOUN
aiua-10021	97	16	(	(	PUNCT
aiua-10021	97	17	.arff	.arff	NOUN
aiua-10021	97	18	)	)	PUNCT
aiua-10021	97	19	for	for	SCONJ
aiua-10021	97	20	experimental	experimental	ADJ
aiua-10021	97	21	purposes	purpose	NOUN
aiua-10021	97	22	to	to	PART
aiua-10021	97	23	create	create	VERB
aiua-10021	97	24	their	their	PRON
aiua-10021	97	25	own	own	ADJ
aiua-10021	97	26	models	model	NOUN
aiua-10021	97	27	based	base	VERB
aiua-10021	97	28	on	on	ADP
aiua-10021	97	29	their	their	PRON
aiua-10021	97	30	local	local	ADJ
aiua-10021	97	31	facility	facility	NOUN
aiua-10021	97	32	data	datum	NOUN
aiua-10021	97	33	.	.	PUNCT
aiua-10021	98	1	furthermore	furthermore	ADV
aiua-10021	98	2	,	,	PUNCT
aiua-10021	98	3	we	we	PRON
aiua-10021	98	4	have	have	AUX
aiua-10021	98	5	uploaded	upload	VERB
aiua-10021	98	6	the	the	DET
aiua-10021	98	7	two	two	NUM
aiua-10021	98	8	experimental	experimental	ADJ
aiua-10021	98	9	models	model	NOUN
aiua-10021	98	10	for	for	ADP
aiua-10021	98	11	%	%	NOUN
aiua-10021	98	12	qmax	qmax	NOUN
aiua-10021	98	13	increase	increase	NOUN
aiua-10021	98	14	and	and	CCONJ
aiua-10021	98	15	%	%	INTJ
aiua-10021	98	16	ipss	ipss	PROPN
aiua-10021	98	17	reduction	reduction	NOUN
aiua-10021	98	18	prediction	prediction	NOUN
aiua-10021	98	19	with	with	ADP
aiua-10021	98	20	considered	consider	VERB
aiua-10021	98	21	independent	independent	ADJ
aiua-10021	98	22	variables	variable	NOUN
aiua-10021	98	23	the	the	DET
aiua-10021	98	24	method	method	NOUN
aiua-10021	98	25	of	of	ADP
aiua-10021	98	26	operation	operation	NOUN
aiua-10021	98	27	,	,	PUNCT
aiua-10021	98	28	age	age	NOUN
aiua-10021	98	29	,	,	PUNCT
aiua-10021	98	30	prostate	prostate	NOUN
aiua-10021	98	31	volume	volume	NOUN
aiua-10021	98	32	,	,	PUNCT
aiua-10021	98	33	baseline	baseline	PROPN
aiua-10021	98	34	qmax	qmax	PROPN
aiua-10021	98	35	and	and	CCONJ
aiua-10021	98	36	ipss	ipss	PROPN
aiua-10021	98	37	.	.	PUNCT
aiua-10021	99	1	discussion	discussion	NOUN
aiua-10021	99	2	the	the	DET
aiua-10021	99	3	ultimate	ultimate	ADJ
aiua-10021	99	4	goal	goal	NOUN
aiua-10021	99	5	of	of	ADP
aiua-10021	99	6	ai	ai	NOUN
aiua-10021	99	7	is	be	AUX
aiua-10021	99	8	to	to	PART
aiua-10021	99	9	create	create	VERB
aiua-10021	99	10	systems	system	NOUN
aiua-10021	99	11	which	which	PRON
aiua-10021	99	12	are	be	AUX
aiua-10021	99	13	able	able	ADJ
aiua-10021	99	14	to	to	PART
aiua-10021	99	15	perform	perform	VERB
aiua-10021	99	16	intellectually	intellectually	ADV
aiua-10021	99	17	challenging	challenging	ADJ
aiua-10021	99	18	tasks	task	NOUN
aiua-10021	99	19	,	,	PUNCT
aiua-10021	99	20	similar	similar	ADJ
aiua-10021	99	21	to	to	ADP
aiua-10021	99	22	those	those	PRON
aiua-10021	99	23	performed	perform	VERB
aiua-10021	99	24	by	by	ADP
aiua-10021	99	25	humans	human	NOUN
aiua-10021	99	26	.	.	PUNCT
aiua-10021	100	1	today	today	NOUN
aiua-10021	100	2	,	,	PUNCT
aiua-10021	100	3	the	the	DET
aiua-10021	100	4	closest	close	ADJ
aiua-10021	100	5	we	we	PRON
aiua-10021	100	6	get	get	VERB
aiua-10021	100	7	to	to	ADP
aiua-10021	100	8	such	such	ADJ
aiua-10021	100	9	systems	system	NOUN
aiua-10021	100	10	,	,	PUNCT
aiua-10021	100	11	is	be	AUX
aiua-10021	100	12	usually	usually	ADV
aiua-10021	100	13	aided	aid	VERB
aiua-10021	100	14	by	by	ADP
aiua-10021	100	15	non	non	ADJ
aiua-10021	100	16	-	-	ADJ
aiua-10021	100	17	linear	linear	ADJ
aiua-10021	100	18	mathematic	mathematic	ADJ
aiua-10021	100	19	and	and	CCONJ
aiua-10021	100	20	statistical	statistical	ADJ
aiua-10021	100	21	models	model	NOUN
aiua-10021	100	22	(	(	PUNCT
aiua-10021	100	23	17	17	NUM
aiua-10021	100	24	)	)	PUNCT
aiua-10021	100	25	and	and	CCONJ
aiua-10021	100	26	mostly	mostly	ADV
aiua-10021	100	27	drawn	draw	VERB
aiua-10021	100	28	from	from	ADP
aiua-10021	100	29	the	the	DET
aiua-10021	100	30	machine	machine	NOUN
aiua-10021	100	31	-	-	PUNCT
aiua-10021	100	32	learning	learn	VERB
aiua-10021	100	33	sub	sub	NOUN
aiua-10021	100	34	-	-	NOUN
aiua-10021	100	35	field	field	NOUN
aiua-10021	100	36	of	of	ADP
aiua-10021	100	37	ai	ai	NOUN
aiua-10021	100	38	,	,	PUNCT
aiua-10021	100	39	though	though	SCONJ
aiua-10021	100	40	significant	significant	ADJ
aiua-10021	100	41	developments	development	NOUN
aiua-10021	100	42	also	also	ADV
aiua-10021	100	43	occur	occur	VERB
aiua-10021	100	44	in	in	ADP
aiua-10021	100	45	other	other	ADJ
aiua-10021	100	46	sub	sub	NOUN
aiua-10021	100	47	-	-	NOUN
aiua-10021	100	48	fields	field	NOUN
aiua-10021	100	49	too	too	ADV
aiua-10021	100	50	,	,	PUNCT
aiua-10021	100	51	such	such	ADJ
aiua-10021	100	52	as	as	ADP
aiua-10021	100	53	natural	natural	ADJ
aiua-10021	100	54	language	language	NOUN
aiua-10021	100	55	processing	processing	NOUN
aiua-10021	100	56	and	and	CCONJ
aiua-10021	100	57	visual	visual	ADJ
aiua-10021	100	58	perception	perception	NOUN
aiua-10021	100	59	with	with	ADP
aiua-10021	100	60	deep	deep	ADJ
aiua-10021	100	61	learning	learning	NOUN
aiua-10021	100	62	(	(	PUNCT
aiua-10021	100	63	7	7	NUM
aiua-10021	100	64	)	)	PUNCT
aiua-10021	100	65	.	.	PUNCT
aiua-10021	101	1	a	a	DET
aiua-10021	101	2	substantial	substantial	ADJ
aiua-10021	101	3	number	number	NOUN
aiua-10021	101	4	of	of	ADP
aiua-10021	101	5	such	such	ADJ
aiua-10021	101	6	models	model	NOUN
aiua-10021	101	7	attempt	attempt	VERB
aiua-10021	101	8	to	to	PART
aiua-10021	101	9	assist	assist	VERB
aiua-10021	101	10	medical	medical	ADJ
aiua-10021	101	11	practitioners	practitioner	NOUN
aiua-10021	101	12	,	,	PUNCT
aiua-10021	101	13	using	use	VERB
aiua-10021	101	14	a	a	DET
aiua-10021	101	15	variety	variety	NOUN
aiua-10021	101	16	of	of	ADP
aiua-10021	101	17	sources	source	NOUN
aiua-10021	101	18	for	for	ADP
aiua-10021	101	19	data	datum	NOUN
aiua-10021	101	20	and	and	CCONJ
aiua-10021	101	21	feedback	feedback	NOUN
aiua-10021	101	22	,	,	PUNCT
aiua-10021	101	23	such	such	ADJ
aiua-10021	101	24	as	as	ADP
aiua-10021	101	25	handwritten	handwritten	ADJ
aiua-10021	101	26	notes	note	NOUN
aiua-10021	101	27	and	and	CCONJ
aiua-10021	101	28	books	book	NOUN
aiua-10021	101	29	,	,	PUNCT
aiua-10021	101	30	medical	medical	ADJ
aiua-10021	101	31	imaging	imaging	NOUN
aiua-10021	101	32	scanning	scanning	NOUN
aiua-10021	101	33	and	and	CCONJ
aiua-10021	101	34	tissues	tissue	NOUN
aiua-10021	101	35	grading	grade	VERB
aiua-10021	101	36	.	.	PUNCT
aiua-10021	102	1	so	so	ADV
aiua-10021	102	2	,	,	PUNCT
aiua-10021	102	3	it	it	PRON
aiua-10021	102	4	is	be	AUX
aiua-10021	102	5	the	the	DET
aiua-10021	102	6	impact	impact	NOUN
aiua-10021	102	7	on	on	ADP
aiua-10021	102	8	everyday	everyday	ADJ
aiua-10021	102	9	clinical	clinical	ADJ
aiua-10021	102	10	practice	practice	NOUN
aiua-10021	102	11	that	that	PRON
aiua-10021	102	12	will	will	AUX
aiua-10021	102	13	likely	likely	ADV
aiua-10021	102	14	guide	guide	VERB
aiua-10021	102	15	the	the	DET
aiua-10021	102	16	training	training	NOUN
aiua-10021	102	17	of	of	ADP
aiua-10021	102	18	these	these	DET
aiua-10021	102	19	models	model	NOUN
aiua-10021	102	20	and	and	CCONJ
aiua-10021	102	21	also	also	ADV
aiua-10021	102	22	decide	decide	VERB
aiua-10021	102	23	the	the	DET
aiua-10021	102	24	success	success	NOUN
aiua-10021	102	25	of	of	ADP
aiua-10021	102	26	these	these	DET
aiua-10021	102	27	ai	ai	PROPN
aiua-10021	102	28	technologies	technology	NOUN
aiua-10021	102	29	.	.	PUNCT
aiua-10021	103	1	in	in	ADP
aiua-10021	103	2	our	our	PRON
aiua-10021	103	3	study	study	NOUN
aiua-10021	103	4	,	,	PUNCT
aiua-10021	103	5	we	we	PRON
aiua-10021	103	6	tested	test	VERB
aiua-10021	103	7	several	several	ADJ
aiua-10021	103	8	machine	machine	NOUN
aiua-10021	103	9	learning	learning	NOUN
aiua-10021	103	10	algorithms	algorithm	NOUN
aiua-10021	103	11	,	,	PUNCT
aiua-10021	103	12	in	in	ADP
aiua-10021	103	13	order	order	NOUN
aiua-10021	103	14	to	to	PART
aiua-10021	103	15	find	find	VERB
aiua-10021	103	16	the	the	DET
aiua-10021	103	17	figure	figure	NOUN
aiua-10021	103	18	1	1	NUM
aiua-10021	103	19	.	.	PUNCT
aiua-10021	103	20	development	development	NOUN
aiua-10021	103	21	of	of	ADP
aiua-10021	103	22	a	a	DET
aiua-10021	103	23	random	random	ADJ
aiua-10021	103	24	forest	forest	NOUN
aiua-10021	103	25	from	from	ADP
aiua-10021	103	26	decision	decision	NOUN
aiua-10021	103	27	trees	tree	NOUN
aiua-10021	103	28	.	.	PUNCT
aiua-10021	104	1	archivio	archivio	NOUN
aiua-10021	104	2	italiano	italiano	X
aiua-10021	104	3	di	di	X
aiua-10021	104	4	urologia	urologia	PROPN
aiua-10021	104	5	e	e	PROPN
aiua-10021	104	6	andrologia	andrologia	NOUN
aiua-10021	104	7	2021	2021	NUM
aiua-10021	104	8	;	;	PUNCT
aiua-10021	104	9	93	93	NUM
aiua-10021	104	10	,	,	PUNCT
aiua-10021	104	11	4	4	NUM
aiua-10021	104	12	p.	p.	NOUN
aiua-10021	104	13	mourmouris	mourmouris	NOUN
aiua-10021	104	14	,	,	PUNCT
aiua-10021	104	15	l.	l.	PROPN
aiua-10021	104	16	tzelves	tzelves	PROPN
aiua-10021	104	17	,	,	PUNCT
aiua-10021	104	18	g.	g.	PROPN
aiua-10021	104	19	feretzakis	feretzakis	PROPN
aiua-10021	104	20	,	,	PUNCT
aiua-10021	104	21	d.	d.	PROPN
aiua-10021	104	22	kalles	kalles	PROPN
aiua-10021	104	23	,	,	PUNCT
aiua-10021	104	24	i.	i.	PROPN
aiua-10021	104	25	manolitsis	manolitsis	PROPN
aiua-10021	104	26	,	,	PUNCT
aiua-10021	104	27	m.	m.	NOUN
aiua-10021	104	28	berdempes	berdempe	NOUN
aiua-10021	104	29	,	,	PUNCT
aiua-10021	104	30	i.	i.	PROPN
aiua-10021	104	31	varkarakis	varkarakis	PROPN
aiua-10021	104	32	,	,	PUNCT
aiua-10021	104	33	a.	a.	NOUN
aiua-10021	104	34	skolarikos	skolariko	VERB
aiua-10021	104	35	422	422	NUM
aiua-10021	104	36	one	one	NUM
aiua-10021	104	37	with	with	ADP
aiua-10021	104	38	the	the	DET
aiua-10021	104	39	least	least	ADJ
aiua-10021	104	40	error	error	NOUN
aiua-10021	104	41	in	in	ADP
aiua-10021	104	42	predicting	predict	VERB
aiua-10021	104	43	ipss	ipss	PROPN
aiua-10021	104	44	reduction	reduction	NOUN
aiua-10021	104	45	and	and	CCONJ
aiua-10021	104	46	qmax	qmax	NOUN
aiua-10021	104	47	increase	increase	NOUN
aiua-10021	104	48	,	,	PUNCT
aiua-10021	104	49	taking	take	VERB
aiua-10021	104	50	into	into	ADP
aiua-10021	104	51	consideration	consideration	NOUN
aiua-10021	104	52	patient	patient	NOUN
aiua-10021	104	53	parameters	parameter	NOUN
aiua-10021	104	54	that	that	PRON
aiua-10021	104	55	are	be	AUX
aiua-10021	104	56	widely	widely	ADV
aiua-10021	104	57	available	available	ADJ
aiua-10021	104	58	and	and	CCONJ
aiua-10021	104	59	easily	easily	ADV
aiua-10021	104	60	assessed	assess	VERB
aiua-10021	104	61	during	during	ADP
aiua-10021	104	62	daily	daily	ADJ
aiua-10021	104	63	urological	urological	ADJ
aiua-10021	104	64	practice	practice	NOUN
aiua-10021	104	65	in	in	ADP
aiua-10021	104	66	a	a	DET
aiua-10021	104	67	usual	usual	ADJ
aiua-10021	104	68	clinical	clinical	ADJ
aiua-10021	104	69	setting	setting	NOUN
aiua-10021	104	70	.	.	PUNCT
aiua-10021	105	1	physicians	physician	NOUN
aiua-10021	105	2	could	could	AUX
aiua-10021	105	3	use	use	VERB
aiua-10021	105	4	these	these	DET
aiua-10021	105	5	algorithms	algorithm	NOUN
aiua-10021	105	6	preoperatively	preoperatively	ADV
aiua-10021	105	7	and	and	CCONJ
aiua-10021	105	8	in	in	ADP
aiua-10021	105	9	conjunction	conjunction	NOUN
aiua-10021	105	10	with	with	ADP
aiua-10021	105	11	clinical	clinical	ADJ
aiua-10021	105	12	judgement	judgement	NOUN
aiua-10021	105	13	and	and	CCONJ
aiua-10021	105	14	discussion	discussion	NOUN
aiua-10021	105	15	with	with	ADP
aiua-10021	105	16	patients	patient	NOUN
aiua-10021	105	17	,	,	PUNCT
aiua-10021	105	18	decide	decide	VERB
aiua-10021	105	19	whether	whether	SCONJ
aiua-10021	105	20	to	to	PART
aiua-10021	105	21	perform	perform	VERB
aiua-10021	105	22	surgery	surgery	NOUN
aiua-10021	105	23	or	or	CCONJ
aiua-10021	105	24	not	not	PART
aiua-10021	105	25	.	.	PUNCT
aiua-10021	106	1	there	there	PRON
aiua-10021	106	2	are	be	VERB
aiua-10021	106	3	,	,	PUNCT
aiua-10021	106	4	so	so	ADV
aiua-10021	106	5	far	far	ADV
aiua-10021	106	6	,	,	PUNCT
aiua-10021	106	7	some	some	PRON
aiua-10021	106	8	,	,	PUNCT
aiua-10021	106	9	but	but	CCONJ
aiua-10021	106	10	sparse	sparse	ADJ
aiua-10021	106	11	,	,	PUNCT
aiua-10021	106	12	data	datum	NOUN
aiua-10021	106	13	about	about	ADP
aiua-10021	106	14	the	the	DET
aiua-10021	106	15	implementation	implementation	NOUN
aiua-10021	106	16	of	of	ADP
aiua-10021	106	17	this	this	DET
aiua-10021	106	18	technological	technological	ADJ
aiua-10021	106	19	advance	advance	NOUN
aiua-10021	106	20	in	in	ADP
aiua-10021	106	21	urology	urology	NOUN
aiua-10021	106	22	,	,	PUNCT
aiua-10021	106	23	with	with	ADP
aiua-10021	106	24	the	the	DET
aiua-10021	106	25	majority	majority	NOUN
aiua-10021	106	26	of	of	ADP
aiua-10021	106	27	existing	exist	VERB
aiua-10021	106	28	studies	study	NOUN
aiua-10021	106	29	in	in	ADP
aiua-10021	106	30	urological	urological	ADJ
aiua-10021	106	31	literature	literature	NOUN
aiua-10021	106	32	,	,	PUNCT
aiua-10021	106	33	focusing	focus	VERB
aiua-10021	106	34	on	on	ADP
aiua-10021	106	35	the	the	DET
aiua-10021	106	36	effect	effect	NOUN
aiua-10021	106	37	of	of	ADP
aiua-10021	106	38	these	these	DET
aiua-10021	106	39	systems	system	NOUN
aiua-10021	106	40	in	in	ADP
aiua-10021	106	41	improving	improve	VERB
aiua-10021	106	42	prediction	prediction	NOUN
aiua-10021	106	43	accuracy	accuracy	NOUN
aiua-10021	106	44	in	in	ADP
aiua-10021	106	45	prostate	prostate	NOUN
aiua-10021	106	46	cancer	cancer	NOUN
aiua-10021	106	47	diagnosis	diagnosis	NOUN
aiua-10021	106	48	and	and	CCONJ
aiua-10021	106	49	management	management	NOUN
aiua-10021	106	50	.	.	PUNCT
aiua-10021	107	1	there	there	PRON
aiua-10021	107	2	is	be	VERB
aiua-10021	107	3	still	still	ADV
aiua-10021	107	4	an	an	DET
aiua-10021	107	5	unmet	unmet	NOUN
aiua-10021	107	6	need	need	NOUN
aiua-10021	107	7	for	for	ADP
aiua-10021	107	8	better	well	ADJ
aiua-10021	107	9	prostate	prostate	NOUN
aiua-10021	107	10	cancer	cancer	NOUN
aiua-10021	107	11	detection	detection	NOUN
aiua-10021	107	12	in	in	ADP
aiua-10021	107	13	order	order	NOUN
aiua-10021	107	14	to	to	PART
aiua-10021	107	15	avoid	avoid	VERB
aiua-10021	107	16	unnecessary	unnecessary	ADJ
aiua-10021	107	17	biopsies	biopsy	NOUN
aiua-10021	107	18	.	.	PUNCT
aiua-10021	108	1	a	a	DET
aiua-10021	108	2	recent	recent	ADJ
aiua-10021	108	3	paper	paper	NOUN
aiua-10021	108	4	investigated	investigate	VERB
aiua-10021	108	5	different	different	ADJ
aiua-10021	108	6	prostate	prostate	NOUN
aiua-10021	108	7	-	-	PUNCT
aiua-10021	108	8	specific	specific	ADJ
aiua-10021	108	9	antigen	antigen	NOUN
aiua-10021	108	10	(	(	PUNCT
aiua-10021	108	11	psa	psa	NOUN
aiua-10021	108	12	)	)	PUNCT
aiua-10021	108	13	assays	assay	NOUN
aiua-10021	108	14	and	and	CCONJ
aiua-10021	108	15	developed	develop	VERB
aiua-10021	108	16	a	a	DET
aiua-10021	108	17	novel	novel	ADJ
aiua-10021	108	18	predictive	predictive	ADJ
aiua-10021	108	19	tool	tool	NOUN
aiua-10021	108	20	based	base	VERB
aiua-10021	108	21	on	on	ADP
aiua-10021	108	22	artificial	artificial	ADJ
aiua-10021	108	23	neural	neural	ADJ
aiua-10021	108	24	networks	network	NOUN
aiua-10021	108	25	(	(	PUNCT
aiua-10021	108	26	ann	ann	PROPN
aiua-10021	108	27	)	)	PUNCT
aiua-10021	108	28	,	,	PUNCT
aiua-10021	108	29	concluding	conclude	VERB
aiua-10021	108	30	that	that	PRON
aiua-10021	108	31	ai	ai	VERB
aiua-10021	108	32	technology	technology	NOUN
aiua-10021	108	33	can	can	AUX
aiua-10021	108	34	aid	aid	VERB
aiua-10021	108	35	in	in	ADP
aiua-10021	108	36	minimizing	minimize	VERB
aiua-10021	108	37	variability	variability	NOUN
aiua-10021	108	38	of	of	ADP
aiua-10021	108	39	each	each	DET
aiua-10021	108	40	psa	psa	NOUN
aiua-10021	108	41	assay	assay	NOUN
aiua-10021	108	42	but	but	CCONJ
aiua-10021	108	43	only	only	ADV
aiua-10021	108	44	if	if	SCONJ
aiua-10021	108	45	a	a	DET
aiua-10021	108	46	separate	separate	ADJ
aiua-10021	108	47	ann	ann	NOUN
aiua-10021	108	48	system	system	NOUN
aiua-10021	108	49	is	be	AUX
aiua-10021	108	50	utilized	utilize	VERB
aiua-10021	108	51	for	for	ADP
aiua-10021	108	52	every	every	DET
aiua-10021	108	53	psa	psa	NOUN
aiua-10021	108	54	assay	assay	NOUN
aiua-10021	108	55	and	and	CCONJ
aiua-10021	108	56	not	not	PART
aiua-10021	108	57	one	one	NUM
aiua-10021	108	58	for	for	ADP
aiua-10021	108	59	all	all	PRON
aiua-10021	108	60	(	(	PUNCT
aiua-10021	108	61	18	18	NUM
aiua-10021	108	62	)	)	PUNCT
aiua-10021	108	63	.	.	PUNCT
aiua-10021	109	1	as	as	ADP
aiua-10021	109	2	for	for	ADP
aiua-10021	109	3	the	the	DET
aiua-10021	109	4	mpmri	mpmri	PROPN
aiua-10021	109	5	diagnostic	diagnostic	ADJ
aiua-10021	109	6	optimization	optimization	NOUN
aiua-10021	109	7	,	,	PUNCT
aiua-10021	109	8	alongside	alongside	ADP
aiua-10021	109	9	their	their	PRON
aiua-10021	109	10	fusion	fusion	NOUN
aiua-10021	109	11	biopsy	biopsy	NOUN
aiua-10021	109	12	implications	implication	NOUN
aiua-10021	109	13	,	,	PUNCT
aiua-10021	109	14	there	there	PRON
aiua-10021	109	15	is	be	VERB
aiua-10021	109	16	an	an	DET
aiua-10021	109	17	increasing	increase	VERB
aiua-10021	109	18	body	body	NOUN
aiua-10021	109	19	of	of	ADP
aiua-10021	109	20	literature	literature	NOUN
aiua-10021	109	21	that	that	PRON
aiua-10021	109	22	reports	report	VERB
aiua-10021	109	23	on	on	ADP
aiua-10021	109	24	system	system	NOUN
aiua-10021	109	25	development	development	NOUN
aiua-10021	109	26	to	to	PART
aiua-10021	109	27	integrate	integrate	VERB
aiua-10021	109	28	pre	pre	ADJ
aiua-10021	109	29	-	-	ADJ
aiua-10021	109	30	processing	processing	ADJ
aiua-10021	109	31	,	,	PUNCT
aiua-10021	109	32	segmentation	segmentation	NOUN
aiua-10021	109	33	,	,	PUNCT
aiua-10021	109	34	and	and	CCONJ
aiua-10021	109	35	registration	registration	NOUN
aiua-10021	109	36	in	in	ADP
aiua-10021	109	37	order	order	NOUN
aiua-10021	109	38	to	to	PART
aiua-10021	109	39	fully	fully	ADV
aiua-10021	109	40	automate	automate	VERB
aiua-10021	109	41	the	the	DET
aiua-10021	109	42	procedure	procedure	NOUN
aiua-10021	109	43	,	,	PUNCT
aiua-10021	109	44	with	with	ADP
aiua-10021	109	45	promising	promise	VERB
aiua-10021	109	46	outcomes	outcome	NOUN
aiua-10021	109	47	so	so	ADV
aiua-10021	109	48	far	far	ADV
aiua-10021	109	49	(	(	PUNCT
aiua-10021	109	50	19	19	NUM
aiua-10021	109	51	-	-	SYM
aiua-10021	109	52	21	21	NUM
aiua-10021	109	53	)	)	PUNCT
aiua-10021	109	54	.	.	PUNCT
aiua-10021	110	1	besides	besides	SCONJ
aiua-10021	110	2	cancer	cancer	NOUN
aiua-10021	110	3	-	-	PUNCT
aiua-10021	110	4	related	relate	VERB
aiua-10021	110	5	research	research	NOUN
aiua-10021	110	6	,	,	PUNCT
aiua-10021	110	7	ai	ai	VERB
aiua-10021	110	8	systems	system	NOUN
aiua-10021	110	9	have	have	AUX
aiua-10021	110	10	also	also	ADV
aiua-10021	110	11	been	be	AUX
aiua-10021	110	12	utilized	utilize	VERB
aiua-10021	110	13	in	in	ADP
aiua-10021	110	14	other	other	ADJ
aiua-10021	110	15	aspects	aspect	NOUN
aiua-10021	110	16	of	of	ADP
aiua-10021	110	17	urological	urological	ADJ
aiua-10021	110	18	pathology	pathology	NOUN
aiua-10021	110	19	.	.	PUNCT
aiua-10021	111	1	in	in	ADP
aiua-10021	111	2	urinary	urinary	ADJ
aiua-10021	111	3	stone	stone	NOUN
aiua-10021	111	4	disease	disease	NOUN
aiua-10021	111	5	,	,	PUNCT
aiua-10021	111	6	there	there	PRON
aiua-10021	111	7	are	be	VERB
aiua-10021	111	8	reports	report	NOUN
aiua-10021	111	9	that	that	PRON
aiua-10021	111	10	ai	ai	VERB
aiua-10021	111	11	systems	system	NOUN
aiua-10021	111	12	have	have	AUX
aiua-10021	111	13	been	be	AUX
aiua-10021	111	14	implemented	implement	VERB
aiua-10021	111	15	in	in	ADP
aiua-10021	111	16	order	order	NOUN
aiua-10021	111	17	to	to	PART
aiua-10021	111	18	predict	predict	VERB
aiua-10021	111	19	stone	stone	NOUN
aiua-10021	111	20	composition	composition	NOUN
aiua-10021	111	21	(	(	PUNCT
aiua-10021	111	22	22	22	NUM
aiua-10021	111	23	)	)	PUNCT
aiua-10021	111	24	,	,	PUNCT
aiua-10021	111	25	surgical	surgical	ADJ
aiua-10021	111	26	outcomes	outcome	NOUN
aiua-10021	111	27	of	of	ADP
aiua-10021	111	28	percutaneous	percutaneous	ADJ
aiua-10021	111	29	nephrolithotomy	nephrolithotomy	NOUN
aiua-10021	111	30	(	(	PUNCT
aiua-10021	111	31	pnl	pnl	PROPN
aiua-10021	111	32	)	)	PUNCT
aiua-10021	111	33	(	(	PUNCT
aiua-10021	111	34	23	23	NUM
aiua-10021	111	35	)	)	PUNCT
aiua-10021	111	36	,	,	PUNCT
aiua-10021	111	37	and	and	CCONJ
aiua-10021	111	38	shock	shock	NOUN
aiua-10021	111	39	wave	wave	NOUN
aiua-10021	111	40	lithotripsy	lithotripsy	NOUN
aiua-10021	111	41	(	(	PUNCT
aiua-10021	111	42	swl	swl	NOUN
aiua-10021	111	43	)	)	PUNCT
aiua-10021	111	44	(	(	PUNCT
aiua-10021	111	45	24	24	NUM
aiua-10021	111	46	)	)	PUNCT
aiua-10021	111	47	,	,	PUNCT
aiua-10021	111	48	with	with	ADP
aiua-10021	111	49	excellent	excellent	ADJ
aiua-10021	111	50	accuracy	accuracy	NOUN
aiua-10021	111	51	.	.	PUNCT
aiua-10021	112	1	similarly	similarly	ADV
aiua-10021	112	2	in	in	ADP
aiua-10021	112	3	patients	patient	NOUN
aiua-10021	112	4	with	with	ADP
aiua-10021	112	5	vesicoureteral	vesicoureteral	ADJ
aiua-10021	112	6	reflux	reflux	NOUN
aiua-10021	112	7	,	,	PUNCT
aiua-10021	112	8	as	as	SCONJ
aiua-10021	112	9	reported	report	VERB
aiua-10021	112	10	by	by	ADP
aiua-10021	112	11	seckiner	seckiner	PROPN
aiua-10021	112	12	et	et	PROPN
aiua-10021	112	13	al	al	PROPN
aiua-10021	112	14	.	.	PROPN
aiua-10021	113	1	(	(	PUNCT
aiua-10021	113	2	25	25	NUM
aiua-10021	113	3	)	)	PUNCT
aiua-10021	113	4	,	,	PUNCT
aiua-10021	113	5	the	the	DET
aiua-10021	113	6	ann	ann	PROPN
aiua-10021	113	7	reported	report	VERB
aiua-10021	113	8	98.5	98.5	NUM
aiua-10021	113	9	%	%	NOUN
aiua-10021	113	10	sensitivity	sensitivity	NOUN
aiua-10021	113	11	,	,	PUNCT
aiua-10021	113	12	92.5	92.5	NUM
aiua-10021	113	13	%	%	NOUN
aiua-10021	113	14	specificity	specificity	NOUN
aiua-10021	113	15	,	,	PUNCT
aiua-10021	113	16	97	97	NUM
aiua-10021	113	17	%	%	NOUN
aiua-10021	113	18	positive	positive	ADJ
aiua-10021	113	19	predictive	predictive	ADJ
aiua-10021	113	20	value	value	NOUN
aiua-10021	113	21	,	,	PUNCT
aiua-10021	113	22	and	and	CCONJ
aiua-10021	113	23	96	96	NUM
aiua-10021	113	24	%	%	NOUN
aiua-10021	113	25	negative	negative	ADJ
aiua-10021	113	26	predictive	predictive	ADJ
aiua-10021	113	27	value	value	NOUN
aiua-10021	113	28	,	,	PUNCT
aiua-10021	113	29	which	which	PRON
aiua-10021	113	30	can	can	AUX
aiua-10021	113	31	definitely	definitely	ADV
aiua-10021	113	32	be	be	AUX
aiua-10021	113	33	considered	consider	VERB
aiua-10021	113	34	very	very	ADV
aiua-10021	113	35	promising	promising	ADJ
aiua-10021	113	36	.	.	PUNCT
aiua-10021	114	1	contradictive	contradictive	ADJ
aiua-10021	114	2	results	result	NOUN
aiua-10021	114	3	were	be	AUX
aiua-10021	114	4	published	publish	VERB
aiua-10021	114	5	for	for	ADP
aiua-10021	114	6	the	the	DET
aiua-10021	114	7	role	role	NOUN
aiua-10021	114	8	of	of	ADP
aiua-10021	114	9	ai	ai	PROPN
aiua-10021	114	10	systems	system	NOUN
aiua-10021	114	11	in	in	ADP
aiua-10021	114	12	predicting	predict	VERB
aiua-10021	114	13	surgical	surgical	ADJ
aiua-10021	114	14	outcomes	outcome	NOUN
aiua-10021	114	15	,	,	PUNCT
aiua-10021	114	16	mainly	mainly	ADV
aiua-10021	114	17	in	in	ADP
aiua-10021	114	18	robotic	robotic	ADJ
aiua-10021	114	19	surgery	surgery	NOUN
aiua-10021	114	20	(	(	PUNCT
aiua-10021	114	21	4	4	NUM
aiua-10021	114	22	,	,	PUNCT
aiua-10021	114	23	26	26	NUM
aiua-10021	114	24	)	)	PUNCT
aiua-10021	114	25	.	.	PUNCT
aiua-10021	115	1	the	the	DET
aiua-10021	115	2	necessity	necessity	NOUN
aiua-10021	115	3	to	to	PART
aiua-10021	115	4	personalize	personalize	VERB
aiua-10021	115	5	treatment	treatment	NOUN
aiua-10021	115	6	in	in	ADP
aiua-10021	115	7	patients	patient	NOUN
aiua-10021	115	8	with	with	ADP
aiua-10021	115	9	cancer	cancer	NOUN
aiua-10021	115	10	and	and	CCONJ
aiua-10021	115	11	the	the	DET
aiua-10021	115	12	high	high	ADJ
aiua-10021	115	13	heterogeneity	heterogeneity	NOUN
aiua-10021	115	14	of	of	ADP
aiua-10021	115	15	neoplastic	neoplastic	ADJ
aiua-10021	115	16	diseases	disease	NOUN
aiua-10021	115	17	is	be	AUX
aiua-10021	115	18	a	a	DET
aiua-10021	115	19	potential	potential	ADJ
aiua-10021	115	20	reason	reason	NOUN
aiua-10021	115	21	that	that	PRON
aiua-10021	115	22	led	lead	VERB
aiua-10021	115	23	scientists	scientist	NOUN
aiua-10021	115	24	to	to	PART
aiua-10021	115	25	focus	focus	VERB
aiua-10021	115	26	mainly	mainly	ADV
aiua-10021	115	27	on	on	ADP
aiua-10021	115	28	this	this	DET
aiua-10021	115	29	field	field	NOUN
aiua-10021	115	30	of	of	ADP
aiua-10021	115	31	medicine	medicine	NOUN
aiua-10021	115	32	and	and	CCONJ
aiua-10021	115	33	less	less	ADJ
aiua-10021	115	34	on	on	ADP
aiua-10021	115	35	benign	benign	ADJ
aiua-10021	115	36	conditions	condition	NOUN
aiua-10021	115	37	like	like	ADP
aiua-10021	115	38	bpe	bpe	PROPN
aiua-10021	115	39	.	.	PUNCT
aiua-10021	116	1	notably	notably	ADV
aiua-10021	116	2	,	,	PUNCT
aiua-10021	116	3	the	the	DET
aiua-10021	116	4	implementation	implementation	NOUN
aiua-10021	116	5	of	of	ADP
aiua-10021	116	6	ai	ai	ADJ
aiua-10021	116	7	techniques	technique	NOUN
aiua-10021	116	8	in	in	ADP
aiua-10021	116	9	bpe	bpe	PROPN
aiua-10021	116	10	diagnosis	diagnosis	NOUN
aiua-10021	116	11	and	and	CCONJ
aiua-10021	116	12	,	,	PUNCT
aiua-10021	116	13	especially	especially	ADV
aiua-10021	116	14	,	,	PUNCT
aiua-10021	116	15	treatment	treatment	NOUN
aiua-10021	116	16	is	be	AUX
aiua-10021	116	17	at	at	ADP
aiua-10021	116	18	its	its	PRON
aiua-10021	116	19	early	early	ADJ
aiua-10021	116	20	stages	stage	NOUN
aiua-10021	116	21	,	,	PUNCT
aiua-10021	116	22	with	with	ADP
aiua-10021	116	23	currently	currently	ADV
aiua-10021	116	24	scarce	scarce	ADJ
aiua-10021	116	25	reports	report	NOUN
aiua-10021	116	26	about	about	ADP
aiua-10021	116	27	the	the	DET
aiua-10021	116	28	utilization	utilization	NOUN
aiua-10021	116	29	of	of	ADP
aiua-10021	116	30	ai	ai	PROPN
aiua-10021	116	31	systems	system	NOUN
aiua-10021	116	32	in	in	ADP
aiua-10021	116	33	bpe	bpe	PROPN
aiua-10021	116	34	patients	patient	NOUN
aiua-10021	116	35	.	.	PUNCT
aiua-10021	117	1	torshizi	torshizi	ADV
aiua-10021	117	2	et	et	PROPN
aiua-10021	117	3	al	al	PROPN
aiua-10021	117	4	.	.	PROPN
aiua-10021	117	5	presented	present	VERB
aiua-10021	117	6	a	a	DET
aiua-10021	117	7	hybrid	hybrid	ADJ
aiua-10021	117	8	fuzzyontology	fuzzyontology	NOUN
aiua-10021	117	9	intelligent	intelligent	ADJ
aiua-10021	117	10	system	system	NOUN
aiua-10021	117	11	with	with	ADP
aiua-10021	117	12	multiple	multiple	ADJ
aiua-10021	117	13	layers	layer	NOUN
aiua-10021	117	14	that	that	PRON
aiua-10021	117	15	consisted	consist	VERB
aiua-10021	117	16	of	of	ADP
aiua-10021	117	17	two	two	NUM
aiua-10021	117	18	modules	module	NOUN
aiua-10021	117	19	:	:	PUNCT
aiua-10021	117	20	the	the	DET
aiua-10021	117	21	first	first	ADJ
aiua-10021	117	22	was	be	AUX
aiua-10021	117	23	evaluating	evaluate	VERB
aiua-10021	117	24	symptoms	symptom	NOUN
aiua-10021	117	25	severity	severity	NOUN
aiua-10021	117	26	,	,	PUNCT
aiua-10021	117	27	whereas	whereas	SCONJ
aiua-10021	117	28	the	the	DET
aiua-10021	117	29	second	second	ADJ
aiua-10021	117	30	was	be	AUX
aiua-10021	117	31	evaluating	evaluate	VERB
aiua-10021	117	32	the	the	DET
aiua-10021	117	33	management	management	NOUN
aiua-10021	117	34	options	option	NOUN
aiua-10021	117	35	.	.	PUNCT
aiua-10021	118	1	nevertheless	nevertheless	ADV
aiua-10021	118	2	,	,	PUNCT
aiua-10021	118	3	this	this	DET
aiua-10021	118	4	system	system	NOUN
aiua-10021	118	5	did	do	AUX
aiua-10021	118	6	not	not	PART
aiua-10021	118	7	evaluate	evaluate	VERB
aiua-10021	118	8	the	the	DET
aiua-10021	118	9	outcomes	outcome	NOUN
aiua-10021	118	10	of	of	ADP
aiua-10021	118	11	different	different	ADJ
aiua-10021	118	12	surgical	surgical	ADJ
aiua-10021	118	13	entities	entity	NOUN
aiua-10021	118	14	according	accord	VERB
aiua-10021	118	15	to	to	ADP
aiua-10021	118	16	individual	individual	ADJ
aiua-10021	118	17	patient	patient	ADJ
aiua-10021	118	18	characteristics	characteristic	NOUN
aiua-10021	118	19	(	(	PUNCT
aiua-10021	118	20	6	6	NUM
aiua-10021	118	21	)	)	PUNCT
aiua-10021	118	22	.	.	PUNCT
aiua-10021	119	1	furthermore	furthermore	ADV
aiua-10021	119	2	,	,	PUNCT
aiua-10021	119	3	the	the	DET
aiua-10021	119	4	evaluation	evaluation	NOUN
aiua-10021	119	5	of	of	ADP
aiua-10021	119	6	bladder	bladder	NOUN
aiua-10021	119	7	outlet	outlet	NOUN
aiua-10021	119	8	obstruction	obstruction	NOUN
aiua-10021	119	9	symptoms	symptom	NOUN
aiua-10021	119	10	has	have	AUX
aiua-10021	119	11	been	be	AUX
aiua-10021	119	12	the	the	DET
aiua-10021	119	13	topic	topic	NOUN
aiua-10021	119	14	of	of	ADP
aiua-10021	119	15	another	another	DET
aiua-10021	119	16	relatively	relatively	ADV
aiua-10021	119	17	recent	recent	ADJ
aiua-10021	119	18	study	study	NOUN
aiua-10021	119	19	,	,	PUNCT
aiua-10021	119	20	where	where	SCONJ
aiua-10021	119	21	the	the	DET
aiua-10021	119	22	detection	detection	NOUN
aiua-10021	119	23	rate	rate	NOUN
aiua-10021	119	24	of	of	ADP
aiua-10021	119	25	bpe	bpe	PROPN
aiua-10021	119	26	in	in	ADP
aiua-10021	119	27	these	these	DET
aiua-10021	119	28	patients	patient	NOUN
aiua-10021	119	29	using	use	VERB
aiua-10021	119	30	an	an	DET
aiua-10021	119	31	ann	ann	PROPN
aiua-10021	119	32	was	be	AUX
aiua-10021	119	33	72	72	NUM
aiua-10021	119	34	%	%	NOUN
aiua-10021	119	35	,	,	PUNCT
aiua-10021	119	36	and	and	CCONJ
aiua-10021	119	37	where	where	SCONJ
aiua-10021	119	38	the	the	DET
aiua-10021	119	39	authors	author	NOUN
aiua-10021	119	40	concluded	conclude	VERB
aiua-10021	119	41	that	that	SCONJ
aiua-10021	119	42	the	the	DET
aiua-10021	119	43	pressure	pressure	NOUN
aiua-10021	119	44	-	-	PUNCT
aiua-10021	119	45	flow	flow	NOUN
aiua-10021	119	46	study	study	NOUN
aiua-10021	119	47	could	could	AUX
aiua-10021	119	48	not	not	PART
aiua-10021	119	49	be	be	AUX
aiua-10021	119	50	omitted	omit	VERB
aiua-10021	119	51	and	and	CCONJ
aiua-10021	119	52	replaced	replace	VERB
aiua-10021	119	53	with	with	ADP
aiua-10021	119	54	the	the	DET
aiua-10021	119	55	intelligent	intelligent	ADJ
aiua-10021	119	56	system	system	NOUN
aiua-10021	119	57	.	.	PUNCT
aiua-10021	120	1	the	the	DET
aiua-10021	120	2	management	management	NOUN
aiua-10021	120	3	of	of	ADP
aiua-10021	120	4	bpe	bpe	PROPN
aiua-10021	120	5	depends	depend	VERB
aiua-10021	120	6	on	on	ADP
aiua-10021	120	7	disease	disease	NOUN
aiua-10021	120	8	stage	stage	NOUN
aiua-10021	120	9	,	,	PUNCT
aiua-10021	120	10	symptom	symptom	NOUN
aiua-10021	120	11	intensity	intensity	NOUN
aiua-10021	120	12	,	,	PUNCT
aiua-10021	120	13	patient	patient	ADJ
aiua-10021	120	14	preference	preference	NOUN
aiua-10021	120	15	and	and	CCONJ
aiua-10021	120	16	health	health	NOUN
aiua-10021	120	17	status	status	NOUN
aiua-10021	120	18	.	.	PUNCT
aiua-10021	121	1	common	common	ADJ
aiua-10021	121	2	indications	indication	NOUN
aiua-10021	121	3	for	for	ADP
aiua-10021	121	4	surgical	surgical	ADJ
aiua-10021	121	5	management	management	NOUN
aiua-10021	121	6	include	include	VERB
aiua-10021	121	7	failure	failure	NOUN
aiua-10021	121	8	of	of	ADP
aiua-10021	121	9	medical	medical	ADJ
aiua-10021	121	10	treatment	treatment	NOUN
aiua-10021	121	11	for	for	ADP
aiua-10021	121	12	moderatesevere	moderatesevere	NOUN
aiua-10021	121	13	lower	low	ADJ
aiua-10021	121	14	urinary	urinary	ADJ
aiua-10021	121	15	tract	tract	NOUN
aiua-10021	121	16	symptoms	symptom	NOUN
aiua-10021	121	17	(	(	PUNCT
aiua-10021	121	18	luts	luts	PROPN
aiua-10021	121	19	)	)	PUNCT
aiua-10021	121	20	,	,	PUNCT
aiua-10021	121	21	recurrent	recurrent	ADJ
aiua-10021	121	22	urinary	urinary	ADJ
aiua-10021	121	23	retention	retention	NOUN
aiua-10021	121	24	or	or	CCONJ
aiua-10021	121	25	infections	infection	NOUN
aiua-10021	121	26	,	,	PUNCT
aiua-10021	121	27	hematuria	hematuria	NOUN
aiua-10021	121	28	,	,	PUNCT
aiua-10021	121	29	bladder	bladder	NOUN
aiua-10021	121	30	stones	stone	NOUN
aiua-10021	121	31	,	,	PUNCT
aiua-10021	121	32	kidney	kidney	NOUN
aiua-10021	121	33	damage	damage	NOUN
aiua-10021	121	34	.	.	PUNCT
aiua-10021	122	1	a	a	DET
aiua-10021	122	2	common	common	ADJ
aiua-10021	122	3	perception	perception	NOUN
aiua-10021	122	4	is	be	AUX
aiua-10021	122	5	that	that	SCONJ
aiua-10021	122	6	prostate	prostate	NOUN
aiua-10021	122	7	volume	volume	NOUN
aiua-10021	122	8	correlates	correlate	VERB
aiua-10021	122	9	with	with	ADP
aiua-10021	122	10	symptom	symptom	NOUN
aiua-10021	122	11	severity	severity	NOUN
aiua-10021	122	12	and	and	CCONJ
aiua-10021	122	13	with	with	ADP
aiua-10021	122	14	health	health	NOUN
aiua-10021	122	15	-	-	PUNCT
aiua-10021	122	16	related	relate	VERB
aiua-10021	122	17	quality	quality	NOUN
aiua-10021	122	18	of	of	ADP
aiua-10021	122	19	life	life	NOUN
aiua-10021	122	20	,	,	PUNCT
aiua-10021	122	21	but	but	CCONJ
aiua-10021	122	22	this	this	PRON
aiua-10021	122	23	is	be	AUX
aiua-10021	122	24	not	not	PART
aiua-10021	122	25	backed	back	VERB
aiua-10021	122	26	up	up	ADP
aiua-10021	122	27	by	by	ADP
aiua-10021	122	28	the	the	DET
aiua-10021	122	29	relevant	relevant	ADJ
aiua-10021	122	30	literature	literature	NOUN
aiua-10021	122	31	(	(	PUNCT
aiua-10021	122	32	27	27	NUM
aiua-10021	122	33	)	)	PUNCT
aiua-10021	122	34	.	.	PUNCT
aiua-10021	123	1	a	a	DET
aiua-10021	123	2	clinical	clinical	ADJ
aiua-10021	123	3	dilemma	dilemma	NOUN
aiua-10021	123	4	occurs	occur	VERB
aiua-10021	123	5	in	in	ADP
aiua-10021	123	6	patients	patient	NOUN
aiua-10021	123	7	who	who	PRON
aiua-10021	123	8	do	do	AUX
aiua-10021	123	9	not	not	PART
aiua-10021	123	10	fulfill	fulfill	VERB
aiua-10021	123	11	criteria	criterion	NOUN
aiua-10021	123	12	and	and	CCONJ
aiua-10021	123	13	absolute	absolute	ADJ
aiua-10021	123	14	indications	indication	NOUN
aiua-10021	123	15	for	for	ADP
aiua-10021	123	16	surgery	surgery	NOUN
aiua-10021	123	17	,	,	PUNCT
aiua-10021	123	18	while	while	SCONJ
aiua-10021	123	19	both	both	DET
aiua-10021	123	20	physicians	physician	NOUN
aiua-10021	123	21	and	and	CCONJ
aiua-10021	123	22	patients	patient	NOUN
aiua-10021	123	23	need	need	VERB
aiua-10021	123	24	to	to	PART
aiua-10021	123	25	know	know	VERB
aiua-10021	123	26	an	an	DET
aiua-10021	123	27	estimation	estimation	NOUN
aiua-10021	123	28	of	of	ADP
aiua-10021	123	29	functional	functional	ADJ
aiua-10021	123	30	outcomes	outcome	NOUN
aiua-10021	123	31	post	post	ADJ
aiua-10021	123	32	-	-	ADJ
aiua-10021	123	33	operatively	operatively	ADV
aiua-10021	123	34	.	.	PUNCT
aiua-10021	124	1	diagnostic	diagnostic	ADJ
aiua-10021	124	2	tests	test	NOUN
aiua-10021	124	3	are	be	AUX
aiua-10021	124	4	not	not	PART
aiua-10021	124	5	highly	highly	ADV
aiua-10021	124	6	specific	specific	ADJ
aiua-10021	124	7	for	for	ADP
aiua-10021	124	8	attributing	attribute	VERB
aiua-10021	124	9	luts	luts	PROPN
aiua-10021	124	10	to	to	ADP
aiua-10021	124	11	bpe	bpe	PROPN
aiua-10021	124	12	,	,	PUNCT
aiua-10021	124	13	except	except	SCONJ
aiua-10021	124	14	for	for	ADP
aiua-10021	124	15	urodynamic	urodynamic	ADJ
aiua-10021	124	16	testing	testing	NOUN
aiua-10021	124	17	,	,	PUNCT
aiua-10021	124	18	which	which	PRON
aiua-10021	124	19	is	be	AUX
aiua-10021	124	20	an	an	DET
aiua-10021	124	21	invasive	invasive	ADJ
aiua-10021	124	22	,	,	PUNCT
aiua-10021	124	23	costly	costly	ADJ
aiua-10021	124	24	and	and	CCONJ
aiua-10021	124	25	time	time	NOUN
aiua-10021	124	26	-	-	PUNCT
aiua-10021	124	27	consuming	consume	VERB
aiua-10021	124	28	examination	examination	NOUN
aiua-10021	124	29	.	.	PUNCT
aiua-10021	125	1	choo	choo	PROPN
aiua-10021	125	2	et	et	PROPN
aiua-10021	125	3	al	al	PROPN
aiua-10021	125	4	developed	develop	VERB
aiua-10021	125	5	a	a	DET
aiua-10021	125	6	nomogram	nomogram	NOUN
aiua-10021	125	7	,	,	PUNCT
aiua-10021	125	8	which	which	PRON
aiua-10021	125	9	permits	permit	VERB
aiua-10021	125	10	prediction	prediction	NOUN
aiua-10021	125	11	of	of	ADP
aiua-10021	125	12	benign	benign	ADJ
aiua-10021	125	13	outlet	outlet	NOUN
aiua-10021	125	14	obstruction	obstruction	NOUN
aiua-10021	125	15	-	-	PUNCT
aiua-10021	125	16	related	relate	VERB
aiua-10021	125	17	surgery	surgery	NOUN
aiua-10021	125	18	,	,	PUNCT
aiua-10021	125	19	with	with	ADP
aiua-10021	125	20	satisfactory	satisfactory	ADJ
aiua-10021	125	21	metrics	metric	NOUN
aiua-10021	125	22	(	(	PUNCT
aiua-10021	125	23	28	28	NUM
aiua-10021	125	24	)	)	PUNCT
aiua-10021	125	25	based	base	VERB
aiua-10021	125	26	on	on	ADP
aiua-10021	125	27	clinical	clinical	ADJ
aiua-10021	125	28	and	and	CCONJ
aiua-10021	125	29	urodynamic	urodynamic	ADJ
aiua-10021	125	30	parameters	parameter	NOUN
aiua-10021	125	31	.	.	PUNCT
aiua-10021	126	1	since	since	SCONJ
aiua-10021	126	2	urodynamics	urodynamic	NOUN
aiua-10021	126	3	is	be	AUX
aiua-10021	126	4	not	not	PART
aiua-10021	126	5	available	available	ADJ
aiua-10021	126	6	at	at	ADP
aiua-10021	126	7	every	every	DET
aiua-10021	126	8	clinical	clinical	ADJ
aiua-10021	126	9	setting	setting	NOUN
aiua-10021	126	10	,	,	PUNCT
aiua-10021	126	11	these	these	DET
aiua-10021	126	12	nomograms	nomogram	NOUN
aiua-10021	126	13	may	may	AUX
aiua-10021	126	14	not	not	PART
aiua-10021	126	15	be	be	AUX
aiua-10021	126	16	applicable	applicable	ADJ
aiua-10021	126	17	for	for	ADP
aiua-10021	126	18	a	a	DET
aiua-10021	126	19	substantial	substantial	ADJ
aiua-10021	126	20	percentage	percentage	NOUN
aiua-10021	126	21	of	of	ADP
aiua-10021	126	22	patients	patient	NOUN
aiua-10021	126	23	.	.	PUNCT
aiua-10021	127	1	according	accord	VERB
aiua-10021	127	2	to	to	ADP
aiua-10021	127	3	pielke	pielke	PROPN
aiua-10021	127	4	(	(	PUNCT
aiua-10021	127	5	1984	1984	NUM
aiua-10021	127	6	)	)	PUNCT
aiua-10021	127	7	,	,	PUNCT
aiua-10021	127	8	a	a	DET
aiua-10021	127	9	model	model	NOUN
aiua-10021	127	10	can	can	AUX
aiua-10021	127	11	be	be	AUX
aiua-10021	127	12	considered	consider	VERB
aiua-10021	127	13	predictive	predictive	ADJ
aiua-10021	127	14	if	if	SCONJ
aiua-10021	127	15	two	two	NUM
aiua-10021	127	16	conditions	condition	NOUN
aiua-10021	127	17	are	be	AUX
aiua-10021	127	18	satisfied	satisfied	ADJ
aiua-10021	127	19	:	:	PUNCT
aiua-10021	127	20	(	(	PUNCT
aiua-10021	127	21	a	a	X
aiua-10021	127	22	)	)	PUNCT
aiua-10021	127	23	the	the	DET
aiua-10021	127	24	standard	standard	ADJ
aiua-10021	127	25	deviations	deviation	NOUN
aiua-10021	127	26	of	of	ADP
aiua-10021	127	27	the	the	DET
aiua-10021	127	28	predictions	prediction	NOUN
aiua-10021	127	29	and	and	CCONJ
aiua-10021	127	30	observations	observation	NOUN
aiua-10021	127	31	are	be	AUX
aiua-10021	127	32	approximately	approximately	ADV
aiua-10021	127	33	the	the	DET
aiua-10021	127	34	same	same	ADJ
aiua-10021	127	35	,	,	PUNCT
aiua-10021	127	36	and	and	CCONJ
aiua-10021	127	37	(	(	PUNCT
aiua-10021	127	38	b	b	NOUN
aiua-10021	127	39	)	)	PUNCT
aiua-10021	127	40	rmse	rmse	NOUN
aiua-10021	127	41	is	be	AUX
aiua-10021	127	42	less	less	ADJ
aiua-10021	127	43	than	than	ADP
aiua-10021	127	44	the	the	DET
aiua-10021	127	45	standard	standard	ADJ
aiua-10021	127	46	deviation	deviation	NOUN
aiua-10021	127	47	of	of	ADP
aiua-10021	127	48	the	the	DET
aiua-10021	127	49	observations	observation	NOUN
aiua-10021	127	50	(	(	PUNCT
aiua-10021	127	51	29	29	NUM
aiua-10021	127	52	)	)	PUNCT
aiua-10021	127	53	.	.	PUNCT
aiua-10021	128	1	our	our	PRON
aiua-10021	128	2	results	result	NOUN
aiua-10021	128	3	indicate	indicate	VERB
aiua-10021	128	4	that	that	SCONJ
aiua-10021	128	5	the	the	DET
aiua-10021	128	6	root	root	NOUN
aiua-10021	128	7	mean	mean	VERB
aiua-10021	128	8	squared	square	VERB
aiua-10021	128	9	error	error	NOUN
aiua-10021	128	10	(	(	PUNCT
aiua-10021	128	11	13.26	13.26	NUM
aiua-10021	128	12	)	)	PUNCT
aiua-10021	128	13	for	for	ADP
aiua-10021	128	14	the	the	DET
aiua-10021	128	15	model	model	NOUN
aiua-10021	128	16	%	%	PROPN
aiua-10021	128	17	qmax	qmax	PROPN
aiua-10021	128	18	increase	increase	VERB
aiua-10021	128	19	random	random	ADJ
aiua-10021	128	20	forest	forest	NOUN
aiua-10021	128	21	is	be	AUX
aiua-10021	128	22	much	much	ADV
aiua-10021	128	23	smaller	small	ADJ
aiua-10021	128	24	than	than	ADP
aiua-10021	128	25	the	the	DET
aiua-10021	128	26	value	value	NOUN
aiua-10021	128	27	of	of	ADP
aiua-10021	128	28	the	the	DET
aiua-10021	128	29	standard	standard	ADJ
aiua-10021	128	30	deviation	deviation	NOUN
aiua-10021	128	31	(	(	PUNCT
aiua-10021	128	32	53.12	53.12	NUM
aiua-10021	128	33	)	)	PUNCT
aiua-10021	128	34	of	of	ADP
aiua-10021	128	35	the	the	DET
aiua-10021	128	36	actual	actual	ADJ
aiua-10021	128	37	values	value	NOUN
aiua-10021	128	38	of	of	ADP
aiua-10021	128	39	the	the	DET
aiua-10021	128	40	dependent	dependent	ADJ
aiua-10021	128	41	variable	variable	ADJ
aiua-10021	128	42	%	%	NOUN
aiua-10021	128	43	qmax	qmax	NOUN
aiua-10021	128	44	increase	increase	NOUN
aiua-10021	128	45	.	.	PUNCT
aiua-10021	129	1	furthermore	furthermore	ADV
aiua-10021	129	2	,	,	PUNCT
aiua-10021	129	3	the	the	DET
aiua-10021	129	4	standard	standard	ADJ
aiua-10021	129	5	deviation	deviation	NOUN
aiua-10021	129	6	of	of	ADP
aiua-10021	129	7	the	the	DET
aiua-10021	129	8	predicted	predict	VERB
aiua-10021	129	9	values	value	NOUN
aiua-10021	129	10	is	be	AUX
aiua-10021	129	11	57.53	57.53	NUM
aiua-10021	129	12	percentage	percentage	NOUN
aiua-10021	129	13	points	point	NOUN
aiua-10021	129	14	(	(	PUNCT
aiua-10021	129	15	p.p	p.p	PROPN
aiua-10021	129	16	.	.	PROPN
aiua-10021	129	17	)	)	PUNCT
aiua-10021	129	18	,	,	PUNCT
aiua-10021	129	19	which	which	PRON
aiua-10021	129	20	is	be	AUX
aiua-10021	129	21	close	close	ADJ
aiua-10021	129	22	to	to	ADP
aiua-10021	129	23	the	the	DET
aiua-10021	129	24	corresponding	corresponding	ADJ
aiua-10021	129	25	standard	standard	ADJ
aiua-10021	129	26	deviation	deviation	NOUN
aiua-10021	129	27	of	of	ADP
aiua-10021	129	28	the	the	DET
aiua-10021	129	29	actual	actual	ADJ
aiua-10021	129	30	values	value	NOUN
aiua-10021	129	31	(	(	PUNCT
aiua-10021	129	32	62.79	62.79	NUM
aiua-10021	129	33	p.p	p.p	PROPN
aiua-10021	129	34	.	.	PROPN
aiua-10021	129	35	)	)	PUNCT
aiua-10021	129	36	.	.	PUNCT
aiua-10021	130	1	the	the	DET
aiua-10021	130	2	results	result	NOUN
aiua-10021	130	3	for	for	ADP
aiua-10021	130	4	the	the	DET
aiua-10021	130	5	second	second	ADJ
aiua-10021	130	6	model	model	NOUN
aiua-10021	130	7	(	(	PUNCT
aiua-10021	130	8	%	%	NOUN
aiua-10021	130	9	ipss	ipss	PROPN
aiua-10021	130	10	reduction	reduction	NOUN
aiua-10021	130	11	random	random	ADJ
aiua-10021	130	12	forest	forest	NOUN
aiua-10021	130	13	)	)	PUNCT
aiua-10021	130	14	,	,	PUNCT
aiua-10021	130	15	indicate	indicate	VERB
aiua-10021	130	16	that	that	SCONJ
aiua-10021	130	17	the	the	DET
aiua-10021	130	18	root	root	NOUN
aiua-10021	130	19	mean	mean	VERB
aiua-10021	130	20	squared	square	VERB
aiua-10021	130	21	error	error	NOUN
aiua-10021	130	22	(	(	PUNCT
aiua-10021	130	23	2.80	2.80	NUM
aiua-10021	130	24	)	)	PUNCT
aiua-10021	130	25	for	for	ADP
aiua-10021	130	26	the	the	DET
aiua-10021	130	27	best	good	ADJ
aiua-10021	130	28	model	model	NOUN
aiua-10021	130	29	is	be	AUX
aiua-10021	130	30	also	also	ADV
aiua-10021	130	31	much	much	ADV
aiua-10021	130	32	smaller	small	ADJ
aiua-10021	130	33	than	than	ADP
aiua-10021	130	34	the	the	DET
aiua-10021	130	35	value	value	NOUN
aiua-10021	130	36	of	of	ADP
aiua-10021	130	37	the	the	DET
aiua-10021	130	38	standard	standard	ADJ
aiua-10021	130	39	deviation	deviation	NOUN
aiua-10021	130	40	(	(	PUNCT
aiua-10021	130	41	6.28	6.28	NUM
aiua-10021	130	42	)	)	PUNCT
aiua-10021	130	43	of	of	ADP
aiua-10021	130	44	the	the	DET
aiua-10021	130	45	actual	actual	ADJ
aiua-10021	130	46	values	value	NOUN
aiua-10021	130	47	of	of	ADP
aiua-10021	130	48	the	the	DET
aiua-10021	130	49	dependent	dependent	ADJ
aiua-10021	130	50	variable	variable	ADJ
aiua-10021	130	51	%	%	NOUN
aiua-10021	130	52	ipss	ipss	PROPN
aiua-10021	130	53	reduction	reduction	NOUN
aiua-10021	130	54	,	,	PUNCT
aiua-10021	130	55	and	and	CCONJ
aiua-10021	130	56	the	the	DET
aiua-10021	130	57	standard	standard	ADJ
aiua-10021	130	58	deviation	deviation	NOUN
aiua-10021	130	59	of	of	ADP
aiua-10021	130	60	the	the	DET
aiua-10021	130	61	predicted	predict	VERB
aiua-10021	130	62	values	value	NOUN
aiua-10021	130	63	is	be	AUX
aiua-10021	130	64	5.13	5.13	NUM
aiua-10021	130	65	percentage	percentage	NOUN
aiua-10021	130	66	points	point	NOUN
aiua-10021	130	67	(	(	PUNCT
aiua-10021	130	68	p.p	p.p	PROPN
aiua-10021	130	69	.	.	PUNCT
aiua-10021	130	70	)	)	PUNCT
aiua-10021	130	71	is	be	AUX
aiua-10021	130	72	very	very	ADV
aiua-10021	130	73	close	close	ADJ
aiua-10021	130	74	to	to	ADP
aiua-10021	130	75	the	the	DET
aiua-10021	130	76	corresponding	corresponding	ADJ
aiua-10021	130	77	standard	standard	ADJ
aiua-10021	130	78	deviation	deviation	NOUN
aiua-10021	130	79	of	of	ADP
aiua-10021	130	80	the	the	DET
aiua-10021	130	81	actual	actual	ADJ
aiua-10021	130	82	values	value	NOUN
aiua-10021	130	83	(	(	PUNCT
aiua-10021	130	84	5.31	5.31	NUM
aiua-10021	130	85	p.p	p.p	PROPN
aiua-10021	130	86	.	.	PROPN
aiua-10021	130	87	)	)	PUNCT
aiua-10021	130	88	.	.	PUNCT
aiua-10021	131	1	therefore	therefore	ADV
aiua-10021	131	2	,	,	PUNCT
aiua-10021	131	3	our	our	PRON
aiua-10021	131	4	proposed	propose	VERB
aiua-10021	131	5	model	model	NOUN
aiua-10021	131	6	meets	meet	VERB
aiua-10021	131	7	the	the	DET
aiua-10021	131	8	two	two	NUM
aiua-10021	131	9	conditions	condition	NOUN
aiua-10021	131	10	to	to	PART
aiua-10021	131	11	be	be	AUX
aiua-10021	131	12	considered	consider	VERB
aiua-10021	131	13	predictive	predictive	ADJ
aiua-10021	131	14	,	,	PUNCT
aiua-10021	131	15	both	both	PRON
aiua-10021	131	16	regarding	regard	VERB
aiua-10021	131	17	%	%	PROPN
aiua-10021	131	18	qmax	qmax	NOUN
aiua-10021	131	19	increase	increase	NOUN
aiua-10021	131	20	and	and	CCONJ
aiua-10021	131	21	%	%	INTJ
aiua-10021	131	22	ipss	ipss	PROPN
aiua-10021	131	23	reduction	reduction	NOUN
aiua-10021	131	24	.	.	PUNCT
aiua-10021	132	1	personalized	personalized	ADJ
aiua-10021	132	2	medicine	medicine	NOUN
aiua-10021	132	3	is	be	AUX
aiua-10021	132	4	touted	tout	VERB
aiua-10021	132	5	as	as	ADP
aiua-10021	132	6	the	the	DET
aiua-10021	132	7	future	future	NOUN
aiua-10021	132	8	in	in	ADP
aiua-10021	132	9	healthcare	healthcare	NOUN
aiua-10021	132	10	settings	setting	NOUN
aiua-10021	132	11	,	,	PUNCT
aiua-10021	132	12	especially	especially	ADV
aiua-10021	132	13	after	after	ADP
aiua-10021	132	14	the	the	DET
aiua-10021	132	15	development	development	NOUN
aiua-10021	132	16	of	of	ADP
aiua-10021	132	17	largescale	largescale	NOUN
aiua-10021	132	18	databases	database	NOUN
aiua-10021	132	19	with	with	ADP
aiua-10021	132	20	patient	patient	ADJ
aiua-10021	132	21	–	–	PUNCT
aiua-10021	132	22	omic	omic	ADJ
aiua-10021	132	23	characteristics	characteristic	NOUN
aiua-10021	132	24	(	(	PUNCT
aiua-10021	132	25	proteomics	proteomic	NOUN
aiua-10021	132	26	,	,	PUNCT
aiua-10021	132	27	genomics	genomic	NOUN
aiua-10021	132	28	,	,	PUNCT
aiua-10021	132	29	metabolomics	metabolomic	NOUN
aiua-10021	132	30	etc	etc	X
aiua-10021	132	31	)	)	PUNCT
aiua-10021	132	32	.	.	PUNCT
aiua-10021	133	1	predictive	predictive	ADJ
aiua-10021	133	2	analytics	analytic	NOUN
aiua-10021	133	3	on	on	ADP
aiua-10021	133	4	data	datum	NOUN
aiua-10021	133	5	of	of	ADP
aiua-10021	133	6	such	such	ADJ
aiua-10021	133	7	volume	volume	NOUN
aiua-10021	133	8	and	and	CCONJ
aiua-10021	133	9	complexity	complexity	NOUN
aiua-10021	133	10	seems	seem	VERB
aiua-10021	133	11	to	to	PART
aiua-10021	133	12	be	be	AUX
aiua-10021	133	13	feasible	feasible	ADJ
aiua-10021	133	14	using	use	VERB
aiua-10021	133	15	ai	ai	VERB
aiua-10021	133	16	techniques	technique	NOUN
aiua-10021	133	17	with	with	ADP
aiua-10021	133	18	the	the	DET
aiua-10021	133	19	ability	ability	NOUN
aiua-10021	133	20	to	to	PART
aiua-10021	133	21	adapt	adapt	VERB
aiua-10021	133	22	and	and	CCONJ
aiua-10021	133	23	‘	'	PUNCT
aiua-10021	133	24	’	'	PUNCT
aiua-10021	133	25	learn	learn	VERB
aiua-10021	133	26	’’	’'	PUNCT
aiua-10021	133	27	from	from	ADP
aiua-10021	133	28	data	datum	NOUN
aiua-10021	133	29	during	during	ADP
aiua-10021	133	30	the	the	DET
aiua-10021	133	31	whole	whole	ADJ
aiua-10021	133	32	process	process	NOUN
aiua-10021	133	33	,	,	PUNCT
aiua-10021	133	34	giving	give	VERB
aiua-10021	133	35	endless	endless	ADJ
aiua-10021	133	36	opportunities	opportunity	NOUN
aiua-10021	133	37	both	both	CCONJ
aiua-10021	133	38	for	for	ADP
aiua-10021	133	39	patient	patient	ADJ
aiua-10021	133	40	outcomes	outcome	NOUN
aiua-10021	133	41	improvement	improvement	NOUN
aiua-10021	133	42	and	and	CCONJ
aiua-10021	133	43	cost	cost	NOUN
aiua-10021	133	44	savings	saving	NOUN
aiua-10021	133	45	for	for	ADP
aiua-10021	133	46	healthcare	healthcare	NOUN
aiua-10021	133	47	systems	system	NOUN
aiua-10021	133	48	(	(	PUNCT
aiua-10021	133	49	30	30	NUM
aiua-10021	133	50	)	)	PUNCT
aiua-10021	133	51	.	.	PUNCT
aiua-10021	134	1	a	a	DET
aiua-10021	134	2	limitation	limitation	NOUN
aiua-10021	134	3	of	of	ADP
aiua-10021	134	4	our	our	PRON
aiua-10021	134	5	study	study	NOUN
aiua-10021	134	6	is	be	AUX
aiua-10021	134	7	that	that	SCONJ
aiua-10021	134	8	,	,	PUNCT
aiua-10021	134	9	due	due	ADP
aiua-10021	134	10	to	to	ADP
aiua-10021	134	11	the	the	DET
aiua-10021	134	12	limited	limited	ADJ
aiua-10021	134	13	sample	sample	NOUN
aiua-10021	134	14	size	size	NOUN
aiua-10021	134	15	,	,	PUNCT
aiua-10021	134	16	our	our	PRON
aiua-10021	134	17	models	model	NOUN
aiua-10021	134	18	may	may	AUX
aiua-10021	134	19	not	not	PART
aiua-10021	134	20	be	be	AUX
aiua-10021	134	21	immediately	immediately	ADV
aiua-10021	134	22	applicable	applicable	ADJ
aiua-10021	134	23	to	to	ADP
aiua-10021	134	24	all	all	DET
aiua-10021	134	25	urology	urology	NOUN
aiua-10021	134	26	departments	department	NOUN
aiua-10021	134	27	.	.	PUNCT
aiua-10021	135	1	for	for	ADP
aiua-10021	135	2	that	that	DET
aiua-10021	135	3	reason	reason	NOUN
aiua-10021	135	4	,	,	PUNCT
aiua-10021	135	5	it	it	PRON
aiua-10021	135	6	will	will	AUX
aiua-10021	135	7	be	be	AUX
aiua-10021	135	8	preferable	preferable	ADJ
aiua-10021	135	9	that	that	SCONJ
aiua-10021	135	10	our	our	PRON
aiua-10021	135	11	methodology	methodology	NOUN
aiua-10021	135	12	is	be	AUX
aiua-10021	135	13	implemented	implement	VERB
aiua-10021	135	14	in	in	ADP
aiua-10021	135	15	the	the	DET
aiua-10021	135	16	data	datum	NOUN
aiua-10021	135	17	of	of	ADP
aiua-10021	135	18	each	each	DET
aiua-10021	135	19	local	local	ADJ
aiua-10021	135	20	facility	facility	NOUN
aiua-10021	135	21	,	,	PUNCT
aiua-10021	135	22	or	or	CCONJ
aiua-10021	135	23	ideally	ideally	ADV
aiua-10021	135	24	,	,	PUNCT
aiua-10021	135	25	on	on	ADP
aiua-10021	135	26	a	a	DET
aiua-10021	135	27	larger	large	ADJ
aiua-10021	135	28	pool	pool	NOUN
aiua-10021	135	29	of	of	ADP
aiua-10021	135	30	data	datum	NOUN
aiua-10021	135	31	collected	collect	VERB
aiua-10021	135	32	from	from	ADP
aiua-10021	135	33	multiple	multiple	ADJ
aiua-10021	135	34	sites	site	NOUN
aiua-10021	135	35	,	,	PUNCT
aiua-10021	135	36	so	so	SCONJ
aiua-10021	135	37	as	as	SCONJ
aiua-10021	135	38	to	to	PART
aiua-10021	135	39	have	have	VERB
aiua-10021	135	40	a	a	DET
aiua-10021	135	41	greater	great	ADJ
aiua-10021	135	42	potential	potential	NOUN
aiua-10021	135	43	for	for	ADP
aiua-10021	135	44	learning	learn	VERB
aiua-10021	135	45	and	and	CCONJ
aiua-10021	135	46	test	test	VERB
aiua-10021	135	47	whether	whether	SCONJ
aiua-10021	135	48	the	the	DET
aiua-10021	135	49	mean	mean	ADJ
aiua-10021	135	50	absolute	absolute	ADJ
aiua-10021	135	51	423archivio	423archivio	PROPN
aiua-10021	135	52	italiano	italiano	NOUN
aiua-10021	135	53	di	di	X
aiua-10021	135	54	urologia	urologia	PROPN
aiua-10021	135	55	e	e	PROPN
aiua-10021	135	56	andrologia	andrologia	NOUN
aiua-10021	135	57	2021	2021	NUM
aiua-10021	135	58	;	;	PUNCT
aiua-10021	135	59	93	93	NUM
aiua-10021	135	60	,	,	PUNCT
aiua-10021	135	61	4	4	NUM
aiua-10021	135	62	machine	machine	NOUN
aiua-10021	135	63	learning	learn	VERB
aiua-10021	135	64	in	in	ADP
aiua-10021	135	65	bpe	bpe	PROPN
aiua-10021	135	66	surgery	surgery	NOUN
aiua-10021	135	67	error	error	NOUN
aiua-10021	135	68	can	can	AUX
aiua-10021	135	69	be	be	AUX
aiua-10021	135	70	reduced	reduce	VERB
aiua-10021	135	71	.	.	PUNCT
aiua-10021	136	1	another	another	DET
aiua-10021	136	2	drawback	drawback	NOUN
aiua-10021	136	3	of	of	ADP
aiua-10021	136	4	this	this	DET
aiua-10021	136	5	study	study	NOUN
aiua-10021	136	6	is	be	AUX
aiua-10021	136	7	that	that	SCONJ
aiua-10021	136	8	laser	laser	NOUN
aiua-10021	136	9	methods	method	NOUN
aiua-10021	136	10	for	for	ADP
aiua-10021	136	11	prostate	prostate	NOUN
aiua-10021	136	12	resection	resection	NOUN
aiua-10021	136	13	were	be	AUX
aiua-10021	136	14	not	not	PART
aiua-10021	136	15	studied	study	VERB
aiua-10021	136	16	due	due	ADP
aiua-10021	136	17	to	to	ADP
aiua-10021	136	18	the	the	DET
aiua-10021	136	19	lack	lack	NOUN
aiua-10021	136	20	of	of	ADP
aiua-10021	136	21	appropriate	appropriate	ADJ
aiua-10021	136	22	equipment	equipment	NOUN
aiua-10021	136	23	during	during	ADP
aiua-10021	136	24	the	the	DET
aiua-10021	136	25	period	period	NOUN
aiua-10021	136	26	of	of	ADP
aiua-10021	136	27	data	datum	NOUN
aiua-10021	136	28	collection	collection	NOUN
aiua-10021	136	29	.	.	PUNCT
aiua-10021	137	1	moreover	moreover	ADV
aiua-10021	137	2	,	,	PUNCT
aiua-10021	137	3	using	use	VERB
aiua-10021	137	4	more	more	ADJ
aiua-10021	137	5	clinical	clinical	ADJ
aiua-10021	137	6	-	-	PUNCT
aiua-10021	137	7	related	relate	VERB
aiua-10021	137	8	data	datum	NOUN
aiua-10021	137	9	in	in	ADP
aiua-10021	137	10	the	the	DET
aiua-10021	137	11	future	future	NOUN
aiua-10021	137	12	,	,	PUNCT
aiua-10021	137	13	such	such	ADJ
aiua-10021	137	14	asomic	asomic	ADJ
aiua-10021	137	15	data	datum	NOUN
aiua-10021	137	16	,	,	PUNCT
aiua-10021	137	17	could	could	AUX
aiua-10021	137	18	pave	pave	VERB
aiua-10021	137	19	the	the	DET
aiua-10021	137	20	way	way	NOUN
aiua-10021	137	21	for	for	ADP
aiua-10021	137	22	producing	produce	VERB
aiua-10021	137	23	better	well	ADJ
aiua-10021	137	24	predictive	predictive	ADJ
aiua-10021	137	25	models	model	NOUN
aiua-10021	137	26	.	.	PUNCT
aiua-10021	138	1	the	the	DET
aiua-10021	138	2	retrospective	retrospective	ADJ
aiua-10021	138	3	collection	collection	NOUN
aiua-10021	138	4	of	of	ADP
aiua-10021	138	5	data	datum	NOUN
aiua-10021	138	6	is	be	AUX
aiua-10021	138	7	also	also	ADV
aiua-10021	138	8	a	a	DET
aiua-10021	138	9	limitation	limitation	NOUN
aiua-10021	138	10	,	,	PUNCT
aiua-10021	138	11	but	but	CCONJ
aiua-10021	138	12	since	since	SCONJ
aiua-10021	138	13	this	this	PRON
aiua-10021	138	14	was	be	AUX
aiua-10021	138	15	performed	perform	VERB
aiua-10021	138	16	through	through	ADP
aiua-10021	138	17	a	a	DET
aiua-10021	138	18	prospectively	prospectively	ADV
aiua-10021	138	19	collected	collect	VERB
aiua-10021	138	20	database	database	NOUN
aiua-10021	138	21	,	,	PUNCT
aiua-10021	138	22	confounding	confound	VERB
aiua-10021	138	23	is	be	AUX
aiua-10021	138	24	partially	partially	ADV
aiua-10021	138	25	alleviated	alleviate	VERB
aiua-10021	138	26	.	.	PUNCT
aiua-10021	139	1	conclusions	conclusion	NOUN
aiua-10021	139	2	bpe	bpe	PROPN
aiua-10021	139	3	is	be	AUX
aiua-10021	139	4	a	a	DET
aiua-10021	139	5	very	very	ADV
aiua-10021	139	6	common	common	ADJ
aiua-10021	139	7	clinical	clinical	ADJ
aiua-10021	139	8	condition	condition	NOUN
aiua-10021	139	9	,	,	PUNCT
aiua-10021	139	10	with	with	SCONJ
aiua-10021	139	11	various	various	ADJ
aiua-10021	139	12	treatment	treatment	NOUN
aiua-10021	139	13	modalities	modality	NOUN
aiua-10021	139	14	available	available	ADJ
aiua-10021	139	15	for	for	ADP
aiua-10021	139	16	patients	patient	NOUN
aiua-10021	139	17	.	.	PUNCT
aiua-10021	140	1	at	at	ADP
aiua-10021	140	2	the	the	DET
aiua-10021	140	3	same	same	ADJ
aiua-10021	140	4	time	time	NOUN
aiua-10021	140	5	,	,	PUNCT
aiua-10021	140	6	ai	ai	VERB
aiua-10021	140	7	models	model	NOUN
aiua-10021	140	8	increasingly	increasingly	ADV
aiua-10021	140	9	provide	provide	VERB
aiua-10021	140	10	surgeons	surgeon	NOUN
aiua-10021	140	11	with	with	ADP
aiua-10021	140	12	accurate	accurate	ADJ
aiua-10021	140	13	decision	decision	NOUN
aiua-10021	140	14	-	-	PUNCT
aiua-10021	140	15	making	make	VERB
aiua-10021	140	16	tools	tool	NOUN
aiua-10021	140	17	.	.	PUNCT
aiua-10021	141	1	as	as	SCONJ
aiua-10021	141	2	health	health	NOUN
aiua-10021	141	3	information	information	NOUN
aiua-10021	141	4	system	system	NOUN
aiua-10021	141	5	(	(	PUNCT
aiua-10021	141	6	his	his	PRON
aiua-10021	141	7	)	)	PUNCT
aiua-10021	141	8	use	use	NOUN
aiua-10021	141	9	is	be	AUX
aiua-10021	141	10	expanded	expand	VERB
aiua-10021	141	11	in	in	ADP
aiua-10021	141	12	a	a	DET
aiua-10021	141	13	healthcare	healthcare	NOUN
aiua-10021	141	14	facility	facility	NOUN
aiua-10021	141	15	,	,	PUNCT
aiua-10021	141	16	it	it	PRON
aiua-10021	141	17	will	will	AUX
aiua-10021	141	18	be	be	AUX
aiua-10021	141	19	easier	easy	ADJ
aiua-10021	141	20	to	to	PART
aiua-10021	141	21	utilize	utilize	VERB
aiua-10021	141	22	data	datum	NOUN
aiua-10021	141	23	collected	collect	VERB
aiua-10021	141	24	for	for	ADP
aiua-10021	141	25	the	the	DET
aiua-10021	141	26	his	his	PRON
aiua-10021	141	27	using	use	VERB
aiua-10021	141	28	artificial	artificial	ADJ
aiua-10021	141	29	intelligence	intelligence	NOUN
aiua-10021	141	30	techniques	technique	NOUN
aiua-10021	141	31	to	to	PART
aiua-10021	141	32	benefit	benefit	VERB
aiua-10021	141	33	patients	patient	NOUN
aiua-10021	141	34	.	.	PUNCT
aiua-10021	142	1	this	this	DET
aiua-10021	142	2	study	study	NOUN
aiua-10021	142	3	presents	present	VERB
aiua-10021	142	4	a	a	DET
aiua-10021	142	5	methodology	methodology	NOUN
aiua-10021	142	6	for	for	ADP
aiua-10021	142	7	predicting	predict	VERB
aiua-10021	142	8	clinical	clinical	ADJ
aiua-10021	142	9	outcomes	outcome	NOUN
aiua-10021	142	10	in	in	ADP
aiua-10021	142	11	bpe	bpe	PROPN
aiua-10021	142	12	management	management	NOUN
aiua-10021	142	13	,	,	PUNCT
aiua-10021	142	14	according	accord	VERB
aiua-10021	142	15	to	to	ADP
aiua-10021	142	16	pre	pre	ADJ
aiua-10021	142	17	-	-	ADJ
aiua-10021	142	18	operative	operative	ADJ
aiua-10021	142	19	characteristics	characteristic	NOUN
aiua-10021	142	20	and	and	CCONJ
aiua-10021	142	21	a	a	DET
aiua-10021	142	22	variety	variety	NOUN
aiua-10021	142	23	of	of	ADP
aiua-10021	142	24	relatively	relatively	ADV
aiua-10021	142	25	standard	standard	ADJ
aiua-10021	142	26	and	and	CCONJ
aiua-10021	142	27	widely	widely	ADV
aiua-10021	142	28	available	available	ADJ
aiua-10021	142	29	ai	ai	VERB
aiua-10021	142	30	techniques	technique	NOUN
aiua-10021	142	31	.	.	PUNCT
aiua-10021	143	1	results	result	NOUN
aiua-10021	143	2	are	be	AUX
aiua-10021	143	3	promising	promise	VERB
aiua-10021	143	4	to	to	PART
aiua-10021	143	5	regard	regard	VERB
aiua-10021	143	6	ipss	ipss	PROPN
aiua-10021	143	7	and	and	CCONJ
aiua-10021	143	8	qmax	qmax	PROPN
aiua-10021	143	9	improvement	improvement	NOUN
aiua-10021	143	10	,	,	PUNCT
aiua-10021	143	11	but	but	CCONJ
aiua-10021	143	12	more	more	ADJ
aiua-10021	143	13	validation	validation	NOUN
aiua-10021	143	14	studies	study	NOUN
aiua-10021	143	15	are	be	AUX
aiua-10021	143	16	needed	need	VERB
aiua-10021	143	17	before	before	ADP
aiua-10021	143	18	a	a	DET
aiua-10021	143	19	wider	wide	ADJ
aiua-10021	143	20	scale	scale	NOUN
aiua-10021	143	21	application	application	NOUN
aiua-10021	143	22	of	of	ADP
aiua-10021	143	23	these	these	DET
aiua-10021	143	24	findings	finding	NOUN
aiua-10021	143	25	.	.	PUNCT
aiua-10021	144	1	references	reference	NOUN
aiua-10021	144	2	1	1	NUM
aiua-10021	144	3	.	.	PUNCT
aiua-10021	144	4	drouin	drouin	PROPN
aiua-10021	144	5	sj	sj	PROPN
aiua-10021	144	6	,	,	PUNCT
aiua-10021	144	7	yates	yates	PROPN
aiua-10021	144	8	dr	dr	PROPN
aiua-10021	144	9	,	,	PUNCT
aiua-10021	144	10	hupertan	hupertan	NOUN
aiua-10021	144	11	v	v	NOUN
aiua-10021	144	12	,	,	PUNCT
aiua-10021	144	13	et	et	PROPN
aiua-10021	144	14	al	al	PROPN
aiua-10021	144	15	.	.	PUNCT
aiua-10021	145	1	a	a	DET
aiua-10021	145	2	systematic	systematic	ADJ
aiua-10021	145	3	review	review	NOUN
aiua-10021	145	4	of	of	ADP
aiua-10021	145	5	the	the	DET
aiua-10021	145	6	tools	tool	NOUN
aiua-10021	145	7	available	available	ADJ
aiua-10021	145	8	for	for	ADP
aiua-10021	145	9	predicting	predict	VERB
aiua-10021	145	10	survival	survival	NOUN
aiua-10021	145	11	and	and	CCONJ
aiua-10021	145	12	managing	manage	VERB
aiua-10021	145	13	patients	patient	NOUN
aiua-10021	145	14	with	with	ADP
aiua-10021	145	15	urothelial	urothelial	ADJ
aiua-10021	145	16	carcinomas	carcinoma	NOUN
aiua-10021	145	17	of	of	ADP
aiua-10021	145	18	the	the	DET
aiua-10021	145	19	bladder	bladder	NOUN
aiua-10021	145	20	and	and	CCONJ
aiua-10021	145	21	of	of	ADP
aiua-10021	145	22	the	the	DET
aiua-10021	145	23	upper	upper	ADJ
aiua-10021	145	24	tract	tract	NOUN
aiua-10021	145	25	in	in	ADP
aiua-10021	145	26	a	a	DET
aiua-10021	145	27	curative	curative	ADJ
aiua-10021	145	28	setting	setting	NOUN
aiua-10021	145	29	.	.	PUNCT
aiua-10021	146	1	world	world	PROPN
aiua-10021	146	2	j	j	PROPN
aiua-10021	146	3	urol	urol	PROPN
aiua-10021	146	4	.	.	PUNCT
aiua-10021	147	1	2013	2013	NUM
aiua-10021	147	2	;	;	PUNCT
aiua-10021	147	3	31:109	31:109	NUM
aiua-10021	147	4	-	-	SYM
aiua-10021	147	5	16	16	NUM
aiua-10021	147	6	.	.	PUNCT
aiua-10021	148	1	2	2	NUM
aiua-10021	148	2	.	.	NOUN
aiua-10021	148	3	azzolina	azzolina	PROPN
aiua-10021	148	4	d	d	PROPN
aiua-10021	148	5	,	,	PUNCT
aiua-10021	148	6	baldi	baldi	PROPN
aiua-10021	148	7	i	i	PROPN
aiua-10021	148	8	,	,	PUNCT
aiua-10021	148	9	barbati	barbati	PROPN
aiua-10021	148	10	g	g	PROPN
aiua-10021	148	11	,	,	PUNCT
aiua-10021	148	12	et	et	PROPN
aiua-10021	148	13	al	al	PROPN
aiua-10021	148	14	.	.	PROPN
aiua-10021	148	15	machine	machine	NOUN
aiua-10021	148	16	learning	learn	VERB
aiua-10021	148	17	in	in	ADP
aiua-10021	148	18	clinical	clinical	ADJ
aiua-10021	148	19	and	and	CCONJ
aiua-10021	148	20	epidemiological	epidemiological	ADJ
aiua-10021	148	21	research	research	NOUN
aiua-10021	148	22	:	:	PUNCT
aiua-10021	148	23	is	be	AUX
aiua-10021	148	24	n’t	not	PART
aiua-10021	148	25	it	it	PRON
aiua-10021	148	26	time	time	NOUN
aiua-10021	148	27	for	for	SCONJ
aiua-10021	148	28	biostatisticians	biostatistician	NOUN
aiua-10021	148	29	to	to	PART
aiua-10021	148	30	work	work	VERB
aiua-10021	148	31	on	on	ADP
aiua-10021	148	32	it	it	PRON
aiua-10021	148	33	?	?	PUNCT
aiua-10021	149	1	epidemiol	epidemiol	AUX
aiua-10021	149	2	.	.	PUNCT
aiua-10021	149	3	biostat	biostat	PROPN
aiua-10021	149	4	.	.	PUNCT
aiua-10021	150	1	public	public	ADJ
aiua-10021	150	2	heal	heal	NOUN
aiua-10021	150	3	.	.	PUNCT
aiua-10021	151	1	2019	2019	NUM
aiua-10021	151	2	;	;	PUNCT
aiua-10021	151	3	16	16	NUM
aiua-10021	151	4	:	:	PUNCT
aiua-10021	151	5	e13245	e13245	NUM
aiua-10021	151	6	-	-	PUNCT
aiua-10021	151	7	1	1	NUM
aiua-10021	151	8	-	-	SYM
aiua-10021	151	9	3	3	NUM
aiua-10021	151	10	.	.	NOUN
aiua-10021	151	11	3	3	NUM
aiua-10021	151	12	.	.	NOUN
aiua-10021	151	13	rajula	rajula	VERB
aiua-10021	151	14	hsrv	hsrv	ADJ
aiua-10021	151	15	g	g	NOUN
aiua-10021	151	16	,	,	PUNCT
aiua-10021	151	17	manchia	manchia	NOUN
aiua-10021	151	18	m	m	PRON
aiua-10021	151	19	,	,	PUNCT
aiua-10021	151	20	antonucci	antonucci	PROPN
aiua-10021	151	21	n	n	CCONJ
aiua-10021	151	22	,	,	PUNCT
aiua-10021	151	23	fanos	fano	NOUN
aiua-10021	151	24	v.	v.	ADP
aiua-10021	151	25	comparison	comparison	NOUN
aiua-10021	151	26	of	of	ADP
aiua-10021	151	27	conventional	conventional	ADJ
aiua-10021	151	28	statistical	statistical	ADJ
aiua-10021	151	29	methods	method	NOUN
aiua-10021	151	30	with	with	ADP
aiua-10021	151	31	machine	machine	NOUN
aiua-10021	151	32	learning	learning	NOUN
aiua-10021	151	33	in	in	ADP
aiua-10021	151	34	medicine	medicine	NOUN
aiua-10021	151	35	:	:	PUNCT
aiua-10021	151	36	diagnosis	diagnosis	NOUN
aiua-10021	151	37	,	,	PUNCT
aiua-10021	151	38	drug	drug	NOUN
aiua-10021	151	39	development	development	NOUN
aiua-10021	151	40	,	,	PUNCT
aiua-10021	151	41	and	and	CCONJ
aiua-10021	151	42	treatment	treatment	NOUN
aiua-10021	151	43	.	.	PUNCT
aiua-10021	152	1	medicina	medicina	PROPN
aiua-10021	152	2	2020	2020	NUM
aiua-10021	152	3	;	;	PUNCT
aiua-10021	152	4	56:455	56:455	NUM
aiua-10021	152	5	.	.	PUNCT
aiua-10021	153	1	4	4	NUM
aiua-10021	153	2	.	.	X
aiua-10021	153	3	hung	hung	PROPN
aiua-10021	153	4	aj	aj	PROPN
aiua-10021	153	5	,	,	PUNCT
aiua-10021	153	6	chen	chen	PROPN
aiua-10021	153	7	j	j	PROPN
aiua-10021	153	8	,	,	PUNCT
aiua-10021	153	9	gill	gill	PROPN
aiua-10021	153	10	is	be	AUX
aiua-10021	153	11	.	.	PUNCT
aiua-10021	154	1	automated	automate	VERB
aiua-10021	154	2	performance	performance	NOUN
aiua-10021	154	3	metrics	metric	NOUN
aiua-10021	154	4	and	and	CCONJ
aiua-10021	154	5	machine	machine	NOUN
aiua-10021	154	6	learning	learn	VERB
aiua-10021	154	7	algorithms	algorithm	NOUN
aiua-10021	154	8	to	to	PART
aiua-10021	154	9	measure	measure	VERB
aiua-10021	154	10	surgeon	surgeon	NOUN
aiua-10021	154	11	performance	performance	NOUN
aiua-10021	154	12	and	and	CCONJ
aiua-10021	154	13	anticipate	anticipate	VERB
aiua-10021	154	14	clinical	clinical	ADJ
aiua-10021	154	15	outcomes	outcome	NOUN
aiua-10021	154	16	in	in	ADP
aiua-10021	154	17	robotic	robotic	ADJ
aiua-10021	154	18	surgery	surgery	NOUN
aiua-10021	154	19	.	.	PUNCT
aiua-10021	155	1	jama	jama	PROPN
aiua-10021	155	2	surg	surg	PROPN
aiua-10021	155	3	.	.	PUNCT
aiua-10021	156	1	2018	2018	NUM
aiua-10021	156	2	;	;	PUNCT
aiua-10021	156	3	153:770	153:770	X
aiua-10021	156	4	-	-	SYM
aiua-10021	156	5	1	1	NUM
aiua-10021	156	6	.	.	NOUN
aiua-10021	156	7	5	5	NUM
aiua-10021	156	8	.	.	X
aiua-10021	157	1	sonke	sonke	PROPN
aiua-10021	157	2	gs	gs	PROPN
aiua-10021	157	3	,	,	PUNCT
aiua-10021	157	4	heskes	heskes	PROPN
aiua-10021	157	5	t	t	PROPN
aiua-10021	157	6	,	,	PUNCT
aiua-10021	157	7	verbeek	verbeek	PROPN
aiua-10021	157	8	al	al	PROPN
aiua-10021	157	9	,	,	PUNCT
aiua-10021	157	10	et	et	PROPN
aiua-10021	157	11	al	al	PROPN
aiua-10021	157	12	.	.	PROPN
aiua-10021	157	13	prediction	prediction	NOUN
aiua-10021	157	14	of	of	ADP
aiua-10021	157	15	bladder	bladder	NOUN
aiua-10021	157	16	outlet	outlet	NOUN
aiua-10021	157	17	obstruction	obstruction	NOUN
aiua-10021	157	18	in	in	ADP
aiua-10021	157	19	men	man	NOUN
aiua-10021	157	20	with	with	ADP
aiua-10021	157	21	lower	low	ADJ
aiua-10021	157	22	urinary	urinary	ADJ
aiua-10021	157	23	tract	tract	NOUN
aiua-10021	157	24	symptoms	symptom	NOUN
aiua-10021	157	25	using	use	VERB
aiua-10021	157	26	artificial	artificial	ADJ
aiua-10021	157	27	neural	neural	ADJ
aiua-10021	157	28	networks	network	NOUN
aiua-10021	157	29	.	.	PUNCT
aiua-10021	158	1	j	j	PROPN
aiua-10021	158	2	urol	urol	PROPN
aiua-10021	158	3	.	.	PROPN
aiua-10021	158	4	2000	2000	NUM
aiua-10021	158	5	;	;	PUNCT
aiua-10021	158	6	163:300	163:300	NUM
aiua-10021	158	7	-	-	SYM
aiua-10021	158	8	5	5	NUM
aiua-10021	158	9	.	.	NOUN
aiua-10021	158	10	6	6	NUM
aiua-10021	158	11	.	.	X
aiua-10021	159	1	torshizi	torshizi	NOUN
aiua-10021	159	2	ad	ad	NOUN
aiua-10021	159	3	,	,	PUNCT
aiua-10021	159	4	zarandi	zarandi	PROPN
aiua-10021	159	5	mh	mh	PROPN
aiua-10021	159	6	,	,	PUNCT
aiua-10021	159	7	torshizi	torshizi	PROPN
aiua-10021	159	8	gd	gd	PROPN
aiua-10021	159	9	,	,	PUNCT
aiua-10021	159	10	eghbali	eghbali	PROPN
aiua-10021	159	11	k.	k.	PROPN
aiua-10021	160	1	a	a	DET
aiua-10021	160	2	hybrid	hybrid	ADJ
aiua-10021	160	3	fuzzy	fuzzy	ADJ
aiua-10021	160	4	-	-	PUNCT
aiua-10021	160	5	ontology	ontology	NOUN
aiua-10021	160	6	based	base	VERB
aiua-10021	160	7	intelligent	intelligent	ADJ
aiua-10021	160	8	system	system	NOUN
aiua-10021	160	9	to	to	PART
aiua-10021	160	10	determine	determine	VERB
aiua-10021	160	11	level	level	NOUN
aiua-10021	160	12	of	of	ADP
aiua-10021	160	13	severity	severity	NOUN
aiua-10021	160	14	and	and	CCONJ
aiua-10021	160	15	treatment	treatment	NOUN
aiua-10021	160	16	recommendation	recommendation	NOUN
aiua-10021	160	17	for	for	ADP
aiua-10021	160	18	benign	benign	ADJ
aiua-10021	160	19	prostatic	prostatic	ADJ
aiua-10021	160	20	hyperplasia	hyperplasia	NOUN
aiua-10021	160	21	.	.	PUNCT
aiua-10021	161	1	comput	comput	NOUN
aiua-10021	161	2	methods	method	NOUN
aiua-10021	161	3	programs	program	NOUN
aiua-10021	161	4	biomed	biome	VERB
aiua-10021	161	5	.	.	PUNCT
aiua-10021	162	1	2014	2014	NUM
aiua-10021	162	2	;	;	PUNCT
aiua-10021	162	3	113:301	113:301	NUM
aiua-10021	162	4	-	-	SYM
aiua-10021	162	5	13	13	NUM
aiua-10021	162	6	.	.	PUNCT
aiua-10021	163	1	7	7	X
aiua-10021	163	2	.	.	X
aiua-10021	163	3	zadeh	zadeh	PROPN
aiua-10021	163	4	la	la	PROPN
aiua-10021	163	5	.	.	PROPN
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aiua-10021	163	7	sets	set	NOUN
aiua-10021	163	8	.	.	PUNCT
aiua-10021	164	1	information	information	NOUN
aiua-10021	164	2	and	and	CCONJ
aiua-10021	164	3	control	control	NOUN
aiua-10021	164	4	.	.	PUNCT
aiua-10021	165	1	1965	1965	NUM
aiua-10021	165	2	;	;	PUNCT
aiua-10021	165	3	8:338	8:338	NUM
aiua-10021	165	4	-	-	SYM
aiua-10021	165	5	53	53	NUM
aiua-10021	165	6	.	.	NOUN
aiua-10021	165	7	8	8	NUM
aiua-10021	165	8	.	.	PUNCT
aiua-10021	166	1	megherbi	megherbi	PROPN
aiua-10021	166	2	d	d	PROPN
aiua-10021	166	3	,	,	PUNCT
aiua-10021	166	4	boulenouar	boulenouar	PROPN
aiua-10021	166	5	a	a	PROPN
aiua-10021	166	6	,	,	PUNCT
aiua-10021	166	7	kaula	kaula	PROPN
aiua-10021	166	8	n	n	CCONJ
aiua-10021	166	9	,	,	PUNCT
aiua-10021	166	10	et	et	PROPN
aiua-10021	166	11	al	al	PROPN
aiua-10021	166	12	.	.	PROPN
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aiua-10021	166	16	intelligence	intelligence	NOUN
aiua-10021	166	17	and	and	CCONJ
aiua-10021	166	18	machine	machine	NOUN
aiua-10021	166	19	learning	learn	VERB
aiua-10021	166	20	algorithms	algorithm	NOUN
aiua-10021	166	21	as	as	ADP
aiua-10021	166	22	a	a	DET
aiua-10021	166	23	predictor	predictor	NOUN
aiua-10021	166	24	of	of	ADP
aiua-10021	166	25	surgical	surgical	ADJ
aiua-10021	166	26	outcomes	outcome	NOUN
aiua-10021	166	27	in	in	ADP
aiua-10021	166	28	benign	benign	ADJ
aiua-10021	166	29	prostatic	prostatic	ADJ
aiua-10021	166	30	hyperlasia	hyperlasia	NOUN
aiua-10021	166	31	cases	case	NOUN
aiua-10021	166	32	(	(	PUNCT
aiua-10021	166	33	bph	bph	NOUN
aiua-10021	166	34	)	)	PUNCT
aiua-10021	166	35	.	.	PUNCT
aiua-10021	167	1	proc	proc	NOUN
aiua-10021	167	2	.	.	PUNCT
aiua-10021	168	1	spie	spie	PROPN
aiua-10021	168	2	4389	4389	NUM
aiua-10021	168	3	,	,	PUNCT
aiua-10021	168	4	component	component	NOUN
aiua-10021	168	5	and	and	CCONJ
aiua-10021	168	6	systems	system	NOUN
aiua-10021	168	7	diagnostics	diagnostic	NOUN
aiua-10021	168	8	,	,	PUNCT
aiua-10021	168	9	prognosis	prognosis	NOUN
aiua-10021	168	10	,	,	PUNCT
aiua-10021	168	11	and	and	CCONJ
aiua-10021	168	12	health	health	NOUN
aiua-10021	168	13	management	management	NOUN
aiua-10021	168	14	,	,	PUNCT
aiua-10021	168	15	(	(	PUNCT
aiua-10021	168	16	20	20	NUM
aiua-10021	168	17	july	july	PROPN
aiua-10021	168	18	2001	2001	NUM
aiua-10021	168	19	)	)	PUNCT
aiua-10021	168	20	.	.	PUNCT
aiua-10021	169	1	9	9	X
aiua-10021	169	2	.	.	X
aiua-10021	170	1	gravas	gravas	PROPN
aiua-10021	170	2	s	s	PROPN
aiua-10021	170	3	cj	cj	NOUN
aiua-10021	170	4	,	,	PUNCT
aiua-10021	170	5	gacci	gacci	PROPN
aiua-10021	170	6	m	m	PROPN
aiua-10021	170	7	,	,	PUNCT
aiua-10021	170	8	gratzke	gratzke	NOUN
aiua-10021	170	9	c	c	PROPN
aiua-10021	170	10	,	,	PUNCT
aiua-10021	170	11	et	et	PROPN
aiua-10021	170	12	al	al	PROPN
aiua-10021	170	13	.	.	PUNCT
aiua-10021	170	14	management	management	NOUN
aiua-10021	170	15	of	of	ADP
aiua-10021	170	16	nonneurogenic	nonneurogenic	ADJ
aiua-10021	170	17	male	male	ADJ
aiua-10021	170	18	luts	lut	NOUN
aiua-10021	170	19	.	.	PUNCT
aiua-10021	171	1	eau	eau	PROPN
aiua-10021	171	2	guidelines	guideline	NOUN
aiua-10021	171	3	.	.	PUNCT
aiua-10021	172	1	isbn	isbn	ADJ
aiua-10021	172	2	978	978	NUM
aiua-10021	172	3	-	-	SYM
aiua-10021	172	4	94	94	NUM
aiua-10021	172	5	-	-	PUNCT
aiua-10021	172	6	92671	92671	NUM
aiua-10021	172	7	-	-	PUNCT
aiua-10021	172	8	07	07	NUM
aiua-10021	172	9	-	-	PUNCT
aiua-10021	172	10	3	3	NUM
aiua-10021	172	11	.	.	NUM
aiua-10021	172	12	2020	2020	NUM
aiua-10021	172	13	.	.	PUNCT
aiua-10021	173	1	10	10	NUM
aiua-10021	173	2	.	.	X
aiua-10021	174	1	world	world	PROPN
aiua-10021	174	2	medical	medical	PROPN
aiua-10021	174	3	association	association	PROPN
aiua-10021	174	4	declaration	declaration	PROPN
aiua-10021	174	5	of	of	ADP
aiua-10021	174	6	helsinki	helsinki	PROPN
aiua-10021	174	7	:	:	PUNCT
aiua-10021	174	8	ethical	ethical	ADJ
aiua-10021	174	9	principles	principle	NOUN
aiua-10021	174	10	for	for	ADP
aiua-10021	174	11	medical	medical	ADJ
aiua-10021	174	12	research	research	NOUN
aiua-10021	174	13	involving	involve	VERB
aiua-10021	174	14	human	human	ADJ
aiua-10021	174	15	subjects	subject	NOUN
aiua-10021	174	16	.	.	PUNCT
aiua-10021	175	1	jama	jama	PROPN
aiua-10021	175	2	.	.	PUNCT
aiua-10021	176	1	2013	2013	NUM
aiua-10021	176	2	;	;	PUNCT
aiua-10021	176	3	310:2191	310:2191	NUM
aiua-10021	176	4	-	-	SYM
aiua-10021	176	5	4	4	NUM
aiua-10021	176	6	.	.	NOUN
aiua-10021	176	7	11	11	NUM
aiua-10021	176	8	.	.	PUNCT
aiua-10021	177	1	mauermayer	mauermayer	PROPN
aiua-10021	177	2	w.	w.	PROPN
aiua-10021	177	3	transurethral	transurethral	PROPN
aiua-10021	177	4	surgery	surgery	NOUN
aiua-10021	177	5	:	:	PUNCT
aiua-10021	177	6	springer	springer	NOUN
aiua-10021	177	7	-	-	PUNCT
aiua-10021	177	8	verlag	verlag	PROPN
aiua-10021	177	9	berlin	berlin	PROPN
aiua-10021	177	10	heidelberg	heidelberg	PROPN
aiua-10021	177	11	;	;	PUNCT
aiua-10021	177	12	1983	1983	NUM
aiua-10021	177	13	.	.	PUNCT
aiua-10021	178	1	12	12	NUM
aiua-10021	178	2	.	.	PUNCT
aiua-10021	178	3	hall	hall	PROPN
aiua-10021	178	4	m	m	PROPN
aiua-10021	178	5	,	,	PUNCT
aiua-10021	178	6	frank	frank	PROPN
aiua-10021	178	7	e	e	PROPN
aiua-10021	178	8	,	,	PUNCT
aiua-10021	178	9	holmes	holmes	PROPN
aiua-10021	178	10	g	g	PROPN
aiua-10021	178	11	,	,	PUNCT
aiua-10021	178	12	et	et	PROPN
aiua-10021	178	13	al	al	PROPN
aiua-10021	178	14	.	.	PUNCT
aiua-10021	179	1	the	the	DET
aiua-10021	179	2	weka	weka	PROPN
aiua-10021	179	3	data	data	PROPN
aiua-10021	179	4	mining	mining	NOUN
aiua-10021	179	5	software	software	NOUN
aiua-10021	179	6	:	:	PUNCT
aiua-10021	179	7	an	an	DET
aiua-10021	179	8	update	update	NOUN
aiua-10021	179	9	.	.	PUNCT
aiua-10021	180	1	sigkdd	sigkdd	ADJ
aiua-10021	180	2	explor	explor	PROPN
aiua-10021	180	3	newsl	newsl	PROPN
aiua-10021	180	4	.	.	PUNCT
aiua-10021	180	5	2008	2008	NUM
aiua-10021	180	6	;	;	PUNCT
aiua-10021	180	7	11:10	11:10	NUM
aiua-10021	180	8	-	-	SYM
aiua-10021	180	9	8	8	NUM
aiua-10021	180	10	.	.	NOUN
aiua-10021	180	11	13	13	NUM
aiua-10021	180	12	.	.	PUNCT
aiua-10021	181	1	ian	ian	PROPN
aiua-10021	181	2	h.	h.	PROPN
aiua-10021	181	3	witten	witten	PROPN
aiua-10021	181	4	ef	ef	PROPN
aiua-10021	181	5	,	,	PUNCT
aiua-10021	181	6	mark	mark	PROPN
aiua-10021	181	7	a.	a.	PROPN
aiua-10021	181	8	hall	hall	PROPN
aiua-10021	181	9	,	,	PUNCT
aiua-10021	181	10	christopher	christopher	PROPN
aiua-10021	181	11	j.	j.	PROPN
aiua-10021	181	12	pal	pal	PROPN
aiua-10021	181	13	.	.	PUNCT
aiua-10021	182	1	data	data	PROPN
aiua-10021	182	2	mining	mining	PROPN
aiua-10021	182	3	,	,	PUNCT
aiua-10021	182	4	fourth	fourth	PROPN
aiua-10021	182	5	edition	edition	NOUN
aiua-10021	182	6	:	:	PUNCT
aiua-10021	182	7	practical	practical	ADJ
aiua-10021	182	8	machine	machine	NOUN
aiua-10021	182	9	learning	learning	NOUN
aiua-10021	182	10	tools	tool	NOUN
aiua-10021	182	11	and	and	CCONJ
aiua-10021	182	12	techniques	technique	NOUN
aiua-10021	182	13	(	(	PUNCT
aiua-10021	182	14	4th	4th	ADJ
aiua-10021	182	15	.	.	PUNCT
aiua-10021	183	1	ed	ed	NOUN
aiua-10021	183	2	.	.	PROPN
aiua-10021	183	3	):	):	PUNCT
aiua-10021	184	1	morgan	morgan	PROPN
aiua-10021	184	2	kaufmann	kaufmann	PROPN
aiua-10021	184	3	publishers	publishers	PROPN
aiua-10021	184	4	inc	inc	PROPN
aiua-10021	184	5	.	.	PROPN
aiua-10021	184	6	,	,	PUNCT
aiua-10021	184	7	san	san	PROPN
aiua-10021	184	8	francisco	francisco	PROPN
aiua-10021	184	9	,	,	PUNCT
aiua-10021	184	10	ca	ca	PROPN
aiua-10021	184	11	,	,	PUNCT
aiua-10021	184	12	usa	usa	PROPN
aiua-10021	184	13	;	;	PUNCT
aiua-10021	184	14	2016	2016	NUM
aiua-10021	184	15	.	.	PUNCT
aiua-10021	185	1	14	14	NUM
aiua-10021	185	2	.	.	PUNCT
aiua-10021	186	1	bengio	bengio	PROPN
aiua-10021	186	2	y	y	PROPN
aiua-10021	186	3	,	,	PUNCT
aiua-10021	186	4	grandvalet	grandvalet	VERB
aiua-10021	186	5	y.	y.	NOUN
aiua-10021	186	6	no	no	DET
aiua-10021	186	7	unbiased	unbiased	ADJ
aiua-10021	186	8	estimator	estimator	NOUN
aiua-10021	186	9	of	of	ADP
aiua-10021	186	10	the	the	DET
aiua-10021	186	11	variance	variance	NOUN
aiua-10021	186	12	of	of	ADP
aiua-10021	186	13	k	k	ADJ
aiua-10021	186	14	-	-	ADJ
aiua-10021	186	15	fold	fold	ADJ
aiua-10021	186	16	cross	cross	ADJ
aiua-10021	186	17	-	-	ADJ
aiua-10021	186	18	validation.j	validation.j	ADJ
aiua-10021	186	19	mach	mach	NOUN
aiua-10021	186	20	learn	learn	VERB
aiua-10021	186	21	res	re	NOUN
aiua-10021	186	22	.	.	PUNCT
aiua-10021	186	23	2004	2004	NUM
aiua-10021	186	24	;	;	PUNCT
aiua-10021	186	25	5:1089	5:1089	NUM
aiua-10021	186	26	-	-	SYM
aiua-10021	186	27	1105	1105	NUM
aiua-10021	186	28	.	.	PUNCT
aiua-10021	187	1	15	15	NUM
aiua-10021	187	2	.	.	PUNCT
aiua-10021	187	3	microsoft	microsoft	PROPN
aiua-10021	187	4	azure	azure	PROPN
aiua-10021	187	5	,	,	PUNCT
aiua-10021	187	6	smote	smite	VERB
aiua-10021	187	7	[	[	X
aiua-10021	187	8	internet	internet	NOUN
aiua-10021	187	9	]	]	PUNCT
aiua-10021	187	10	.	.	PUNCT
aiua-10021	188	1	cited	cite	VERB
aiua-10021	188	2	at	at	ADP
aiua-10021	188	3	03	03	NUM
aiua-10021	188	4	july	july	PROPN
aiua-10021	188	5	2021	2021	NUM
aiua-10021	188	6	.	.	PUNCT
aiua-10021	189	1	available	available	ADJ
aiua-10021	189	2	from	from	ADP
aiua-10021	189	3	:	:	PUNCT
aiua-10021	189	4	https://docs.microsoft.com/en-us/azure/machinelearning/algorithm-module-reference/smote	https://docs.microsoft.com/en-us/azure/machinelearning/algorithm-module-reference/smote	NOUN
aiua-10021	189	5	16	16	NUM
aiua-10021	189	6	.	.	PUNCT
aiua-10021	190	1	the	the	DET
aiua-10021	190	2	use	use	NOUN
aiua-10021	190	3	and	and	CCONJ
aiua-10021	190	4	applicability	applicability	NOUN
aiua-10021	190	5	of	of	ADP
aiua-10021	190	6	machine	machine	NOUN
aiua-10021	190	7	learning	learn	VERB
aiua-10021	190	8	algorithms	algorithm	NOUN
aiua-10021	190	9	in	in	ADP
aiua-10021	190	10	predicting	predict	VERB
aiua-10021	190	11	the	the	DET
aiua-10021	190	12	surgical	surgical	ADJ
aiua-10021	190	13	outcome	outcome	NOUN
aiua-10021	190	14	for	for	ADP
aiua-10021	190	15	patients	patient	NOUN
aiua-10021	190	16	with	with	ADP
aiua-10021	190	17	benign	benign	ADJ
aiua-10021	190	18	prostatic	prostatic	ADJ
aiua-10021	190	19	enlargement	enlargement	NOUN
aiua-10021	190	20	.	.	PUNCT
aiua-10021	191	1	which	which	DET
aiua-10021	191	2	model	model	NOUN
aiua-10021	191	3	to	to	PART
aiua-10021	191	4	use	use	VERB
aiua-10021	191	5	?	?	PUNCT
aiua-10021	192	1	available	available	ADJ
aiua-10021	192	2	online	online	ADV
aiua-10021	192	3	:	:	PUNCT
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aiua-10021	192	5	(	(	PUNCT
aiua-10021	192	6	accessed	access	VERB
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aiua-10021	192	8	4july	4july	NUM
aiua-10021	192	9	2021	2021	NUM
aiua-10021	192	10	)	)	PUNCT
aiua-10021	192	11	.	.	PUNCT
aiua-10021	193	1	17	17	NUM
aiua-10021	193	2	.	.	PUNCT
aiua-10021	194	1	chen	chen	PROPN
aiua-10021	194	2	j	j	PROPN
aiua-10021	194	3	,	,	PUNCT
aiua-10021	194	4	remulla	remulla	PROPN
aiua-10021	194	5	d	d	PROPN
aiua-10021	194	6	,	,	PUNCT
aiua-10021	194	7	nguyen	nguyen	PROPN
aiua-10021	194	8	jh	jh	PROPN
aiua-10021	194	9	,	,	PUNCT
aiua-10021	194	10	et	et	PROPN
aiua-10021	194	11	al	al	PROPN
aiua-10021	194	12	.	.	PUNCT
aiua-10021	194	13	current	current	ADJ
aiua-10021	194	14	status	status	NOUN
aiua-10021	194	15	of	of	ADP
aiua-10021	194	16	artificial	artificial	ADJ
aiua-10021	194	17	intelligence	intelligence	NOUN
aiua-10021	194	18	applications	application	NOUN
aiua-10021	194	19	in	in	ADP
aiua-10021	194	20	urology	urology	NOUN
aiua-10021	194	21	and	and	CCONJ
aiua-10021	194	22	their	their	PRON
aiua-10021	194	23	potential	potential	NOUN
aiua-10021	194	24	to	to	PART
aiua-10021	194	25	influence	influence	VERB
aiua-10021	194	26	clinical	clinical	ADJ
aiua-10021	194	27	practice	practice	NOUN
aiua-10021	194	28	.	.	PUNCT
aiua-10021	195	1	bju	bju	NOUN
aiua-10021	195	2	int	int	PROPN
aiua-10021	195	3	.	.	PUNCT
aiua-10021	196	1	2019	2019	NUM
aiua-10021	196	2	;	;	PUNCT
aiua-10021	196	3	doi	doi	NOUN
aiua-10021	196	4	:	:	PUNCT
aiua-10021	196	5	10.1111	10.1111	NUM
aiua-10021	196	6	/	/	SYM
aiua-10021	196	7	bju.14852	bju.14852	NOUN
aiua-10021	196	8	.	.	NOUN
aiua-10021	197	1	18	18	NUM
aiua-10021	197	2	.	.	PUNCT
aiua-10021	198	1	stephan	stephan	PROPN
aiua-10021	198	2	c	c	PROPN
aiua-10021	198	3	,	,	PUNCT
aiua-10021	198	4	cammann	cammann	PROPN
aiua-10021	198	5	h	h	NOUN
aiua-10021	198	6	,	,	PUNCT
aiua-10021	198	7	meyer	meyer	PROPN
aiua-10021	198	8	ha	ha	PROPN
aiua-10021	198	9	,	,	PUNCT
aiua-10021	198	10	et	et	PROPN
aiua-10021	198	11	al	al	PROPN
aiua-10021	198	12	.	.	PUNCT
aiua-10021	199	1	an	an	DET
aiua-10021	199	2	artificial	artificial	ADJ
aiua-10021	199	3	neural	neural	ADJ
aiua-10021	199	4	network	network	NOUN
aiua-10021	199	5	for	for	ADP
aiua-10021	199	6	five	five	NUM
aiua-10021	199	7	different	different	ADJ
aiua-10021	199	8	assay	assay	NOUN
aiua-10021	199	9	systems	system	NOUN
aiua-10021	199	10	of	of	ADP
aiua-10021	199	11	prostate	prostate	NOUN
aiua-10021	199	12	-	-	PUNCT
aiua-10021	199	13	specific	specific	ADJ
aiua-10021	199	14	antigen	antigen	NOUN
aiua-10021	199	15	in	in	ADP
aiua-10021	199	16	prostate	prostate	NOUN
aiua-10021	199	17	cancer	cancer	NOUN
aiua-10021	199	18	diagnostics	diagnostic	NOUN
aiua-10021	199	19	.	.	PUNCT
aiua-10021	200	1	bju	bju	PROPN
aiua-10021	200	2	international	international	PROPN
aiua-10021	200	3	.	.	PUNCT
aiua-10021	200	4	2008	2008	NUM
aiua-10021	200	5	;	;	PUNCT
aiua-10021	200	6	102:799	102:799	NUM
aiua-10021	200	7	-	-	PUNCT
aiua-10021	200	8	805	805	NUM
aiua-10021	200	9	.	.	NOUN
aiua-10021	201	1	19	19	NUM
aiua-10021	201	2	.	.	PUNCT
aiua-10021	201	3	song	song	PROPN
aiua-10021	201	4	y	y	PROPN
aiua-10021	201	5	,	,	PUNCT
aiua-10021	201	6	zhang	zhang	PROPN
aiua-10021	201	7	yd	yd	PROPN
aiua-10021	201	8	,	,	PUNCT
aiua-10021	201	9	yan	yan	PROPN
aiua-10021	202	1	x	x	X
aiua-10021	202	2	,	,	PUNCT
aiua-10021	202	3	et	et	PROPN
aiua-10021	202	4	al	al	PROPN
aiua-10021	202	5	.	.	PROPN
aiua-10021	202	6	computer	computer	NOUN
aiua-10021	202	7	-	-	PUNCT
aiua-10021	202	8	aided	aid	VERB
aiua-10021	202	9	diagnosis	diagnosis	NOUN
aiua-10021	202	10	of	of	ADP
aiua-10021	202	11	prostate	prostate	NOUN
aiua-10021	202	12	cancer	cancer	NOUN
aiua-10021	202	13	using	use	VERB
aiua-10021	202	14	a	a	DET
aiua-10021	202	15	deep	deep	ADJ
aiua-10021	202	16	convolutional	convolutional	ADJ
aiua-10021	202	17	neural	neural	ADJ
aiua-10021	202	18	network	network	NOUN
aiua-10021	202	19	from	from	ADP
aiua-10021	202	20	multiparametric	multiparametric	ADJ
aiua-10021	202	21	mri	mri	PROPN
aiua-10021	202	22	.	.	PUNCT
aiua-10021	203	1	j	j	PROPN
aiua-10021	203	2	magn	magn	PROPN
aiua-10021	203	3	reson	reson	PROPN
aiua-10021	203	4	imaging	imaging	PROPN
aiua-10021	203	5	.	.	PUNCT
aiua-10021	204	1	2018	2018	NUM
aiua-10021	204	2	;	;	PUNCT
aiua-10021	204	3	48:1570	48:1570	NUM
aiua-10021	204	4	-	-	SYM
aiua-10021	204	5	7	7	NUM
aiua-10021	204	6	.	.	NOUN
aiua-10021	204	7	20	20	NUM
aiua-10021	204	8	.	.	PUNCT
aiua-10021	205	1	wildeboer	wildeboer	PROPN
aiua-10021	205	2	rr	rr	PROPN
aiua-10021	205	3	,	,	PUNCT
aiua-10021	205	4	van	van	PROPN
aiua-10021	205	5	sloun	sloun	PROPN
aiua-10021	205	6	rjg	rjg	PROPN
aiua-10021	205	7	,	,	PUNCT
aiua-10021	205	8	wijkstra	wijkstra	ADJ
aiua-10021	205	9	h	h	NOUN
aiua-10021	205	10	,	,	PUNCT
aiua-10021	205	11	mischi	mischi	ADJ
aiua-10021	205	12	m.	m.	NOUN
aiua-10021	205	13	artificial	artificial	ADJ
aiua-10021	205	14	intelligence	intelligence	NOUN
aiua-10021	205	15	in	in	ADP
aiua-10021	205	16	multiparametric	multiparametric	ADJ
aiua-10021	205	17	prostate	prostate	NOUN
aiua-10021	205	18	cancer	cancer	NOUN
aiua-10021	205	19	imaging	imaging	NOUN
aiua-10021	205	20	with	with	ADP
aiua-10021	205	21	focus	focus	NOUN
aiua-10021	205	22	on	on	ADP
aiua-10021	205	23	deep	deep	ADJ
aiua-10021	205	24	-	-	PUNCT
aiua-10021	205	25	learning	learn	VERB
aiua-10021	205	26	methods	method	NOUN
aiua-10021	205	27	.	.	PUNCT
aiua-10021	206	1	computer	computer	NOUN
aiua-10021	206	2	methods	method	NOUN
aiua-10021	206	3	and	and	CCONJ
aiua-10021	206	4	programs	program	NOUN
aiua-10021	206	5	in	in	ADP
aiua-10021	206	6	biomedicine	biomedicine	NOUN
aiua-10021	206	7	.	.	PUNCT
aiua-10021	207	1	2020	2020	NUM
aiua-10021	207	2	;	;	PUNCT
aiua-10021	207	3	189:105316	189:105316	NUM
aiua-10021	207	4	.	.	NOUN
aiua-10021	207	5	21	21	NUM
aiua-10021	207	6	.	.	PUNCT
aiua-10021	208	1	van	van	PROPN
aiua-10021	208	2	sloun	sloun	PROPN
aiua-10021	208	3	rjg	rjg	NOUN
aiua-10021	208	4	,	,	PUNCT
aiua-10021	208	5	wildeboer	wildeboer	PROPN
aiua-10021	208	6	rr	rr	PROPN
aiua-10021	208	7	,	,	PUNCT
aiua-10021	208	8	mannaerts	mannaert	VERB
aiua-10021	208	9	ck	ck	PROPN
aiua-10021	208	10	,	,	PUNCT
aiua-10021	208	11	et	et	PROPN
aiua-10021	208	12	al	al	PROPN
aiua-10021	208	13	.	.	PUNCT
aiua-10021	209	1	deep	deep	ADJ
aiua-10021	209	2	learning	learning	NOUN
aiua-10021	209	3	for	for	ADP
aiua-10021	209	4	real	real	ADJ
aiua-10021	209	5	-	-	PUNCT
aiua-10021	209	6	time	time	NOUN
aiua-10021	209	7	,	,	PUNCT
aiua-10021	209	8	automatic	automatic	ADJ
aiua-10021	209	9	,	,	PUNCT
aiua-10021	209	10	and	and	CCONJ
aiua-10021	209	11	scanner	scanner	NOUN
aiua-10021	209	12	-	-	PUNCT
aiua-10021	209	13	adapted	adapt	VERB
aiua-10021	209	14	prostate	prostate	NOUN
aiua-10021	209	15	(	(	PUNCT
aiua-10021	209	16	zone	zone	NOUN
aiua-10021	209	17	)	)	PUNCT
aiua-10021	209	18	segmentation	segmentation	NOUN
aiua-10021	209	19	of	of	ADP
aiua-10021	209	20	transrectal	transrectal	ADJ
aiua-10021	209	21	ultrasound	ultrasound	NOUN
aiua-10021	209	22	,	,	PUNCT
aiua-10021	209	23	for	for	ADP
aiua-10021	209	24	example	example	NOUN
aiua-10021	209	25	,	,	PUNCT
aiua-10021	209	26	magnetic	magnetic	ADJ
aiua-10021	209	27	resonance	resonance	NOUN
aiua-10021	209	28	imaging	imaging	NOUN
aiua-10021	209	29	-	-	PUNCT
aiua-10021	209	30	transrectal	transrectal	ADJ
aiua-10021	209	31	ultrasound	ultrasound	NOUN
aiua-10021	209	32	fusion	fusion	NOUN
aiua-10021	209	33	prostate	prostate	NOUN
aiua-10021	209	34	biopsy	biopsy	NOUN
aiua-10021	209	35	.	.	PUNCT
aiua-10021	210	1	eur	eur	PROPN
aiua-10021	210	2	urol	urol	PROPN
aiua-10021	210	3	focus	focus	NOUN
aiua-10021	210	4	.	.	PUNCT
aiua-10021	211	1	2021	2021	NUM
aiua-10021	211	2	;	;	PUNCT
aiua-10021	211	3	7:78	7:78	NUM
aiua-10021	211	4	-	-	SYM
aiua-10021	211	5	85	85	NUM
aiua-10021	211	6	.	.	PUNCT
aiua-10021	212	1	22	22	NUM
aiua-10021	212	2	.	.	PUNCT
aiua-10021	213	1	kriegshauser	kriegshauser	PROPN
aiua-10021	213	2	js	js	PROPN
aiua-10021	213	3	,	,	PUNCT
aiua-10021	213	4	paden	paden	PROPN
aiua-10021	213	5	rg	rg	PROPN
aiua-10021	213	6	,	,	PUNCT
aiua-10021	213	7	he	he	PRON
aiua-10021	213	8	m	m	PROPN
aiua-10021	213	9	,	,	PUNCT
aiua-10021	213	10	et	et	PROPN
aiua-10021	213	11	al	al	PROPN
aiua-10021	213	12	.	.	PROPN
aiua-10021	214	1	rapid	rapid	ADJ
aiua-10021	214	2	kv	kv	PROPN
aiua-10021	214	3	-	-	PUNCT
aiua-10021	214	4	switching	switch	VERB
aiua-10021	214	5	single	single	ADJ
aiua-10021	214	6	-	-	PUNCT
aiua-10021	214	7	source	source	NOUN
aiua-10021	214	8	dual	dual	ADJ
aiua-10021	214	9	-	-	PUNCT
aiua-10021	214	10	energy	energy	NOUN
aiua-10021	214	11	ct	ct	NOUN
aiua-10021	214	12	ex	ex	X
aiua-10021	214	13	vivo	vivo	ADJ
aiua-10021	214	14	renal	renal	ADJ
aiua-10021	214	15	calculi	calculi	NOUN
aiua-10021	214	16	characterization	characterization	NOUN
aiua-10021	214	17	using	use	VERB
aiua-10021	214	18	a	a	DET
aiua-10021	214	19	multiparametric	multiparametric	ADJ
aiua-10021	214	20	approach	approach	NOUN
aiua-10021	214	21	:	:	PUNCT
aiua-10021	214	22	refining	refining	NOUN
aiua-10021	214	23	parameters	parameter	NOUN
aiua-10021	214	24	on	on	ADP
aiua-10021	214	25	an	an	DET
aiua-10021	214	26	expanded	expand	VERB
aiua-10021	214	27	dataset	dataset	NOUN
aiua-10021	214	28	.	.	PUNCT
aiua-10021	215	1	abdom	abdom	NOUN
aiua-10021	215	2	radiol	radiol	NOUN
aiua-10021	215	3	(	(	PUNCT
aiua-10021	215	4	ny	ny	NOUN
aiua-10021	215	5	)	)	PUNCT
aiua-10021	215	6	.	.	PUNCT
aiua-10021	216	1	2018	2018	NUM
aiua-10021	216	2	;	;	PUNCT
aiua-10021	216	3	43:1439	43:1439	NUM
aiua-10021	216	4	-	-	SYM
aiua-10021	216	5	45	45	NUM
aiua-10021	216	6	.	.	NOUN
aiua-10021	217	1	23	23	NUM
aiua-10021	217	2	.	.	PUNCT
aiua-10021	218	1	aminsharifi	aminsharifi	PROPN
aiua-10021	218	2	a	a	PRON
aiua-10021	218	3	,	,	PUNCT
aiua-10021	218	4	irani	irani	ADJ
aiua-10021	218	5	d	d	NOUN
aiua-10021	218	6	,	,	PUNCT
aiua-10021	218	7	pooyesh	pooyesh	PROPN
aiua-10021	218	8	s	s	PROPN
aiua-10021	218	9	,	,	PUNCT
aiua-10021	218	10	et	et	PROPN
aiua-10021	218	11	al	al	PROPN
aiua-10021	218	12	.	.	PUNCT
aiua-10021	219	1	artificial	artificial	ADJ
aiua-10021	219	2	neural	neural	ADJ
aiua-10021	219	3	network	network	NOUN
aiua-10021	219	4	system	system	NOUN
aiua-10021	219	5	to	to	PART
aiua-10021	219	6	predict	predict	VERB
aiua-10021	219	7	the	the	DET
aiua-10021	219	8	postoperative	postoperative	ADJ
aiua-10021	219	9	outcome	outcome	NOUN
aiua-10021	219	10	of	of	ADP
aiua-10021	219	11	percutaneous	percutaneous	ADJ
aiua-10021	219	12	nephrolithotomy	nephrolithotomy	NOUN
aiua-10021	219	13	.	.	PUNCT
aiua-10021	220	1	j	j	PROPN
aiua-10021	220	2	endourol	endourol	NOUN
aiua-10021	220	3	.	.	PUNCT
aiua-10021	221	1	2017	2017	NUM
aiua-10021	221	2	;	;	PUNCT
aiua-10021	221	3	31:461	31:461	NUM
aiua-10021	221	4	-	-	SYM
aiua-10021	221	5	7	7	NUM
aiua-10021	221	6	.	.	NUM
aiua-10021	221	7	24	24	NUM
aiua-10021	221	8	.	.	PUNCT
aiua-10021	222	1	seckiner	seckiner	PROPN
aiua-10021	222	2	i	i	PROPN
aiua-10021	222	3	,	,	PUNCT
aiua-10021	222	4	seckiner	seckiner	PROPN
aiua-10021	222	5	s	s	PROPN
aiua-10021	222	6	,	,	PUNCT
aiua-10021	222	7	sen	sen	PROPN
aiua-10021	222	8	h	h	PROPN
aiua-10021	222	9	,	,	PUNCT
aiua-10021	222	10	et	et	PROPN
aiua-10021	222	11	al	al	PROPN
aiua-10021	222	12	.	.	PUNCT
aiua-10021	223	1	a	a	DET
aiua-10021	223	2	neural	neural	ADJ
aiua-10021	223	3	network	network	NOUN
aiua-10021	223	4	based	base	VERB
aiua-10021	223	5	algorithm	algorithm	NOUN
aiua-10021	223	6	for	for	ADP
aiua-10021	223	7	predicting	predict	VERB
aiua-10021	223	8	stone	stone	NOUN
aiua-10021	223	9	free	free	ADJ
aiua-10021	223	10	status	status	NOUN
aiua-10021	223	11	after	after	ADP
aiua-10021	223	12	eswl	eswl	NOUN
aiua-10021	223	13	therapy	therapy	NOUN
aiua-10021	223	14	.	.	PUNCT
aiua-10021	224	1	int	int	PROPN
aiua-10021	224	2	braz	braz	PROPN
aiua-10021	224	3	j	j	PROPN
aiua-10021	224	4	urol	urol	PROPN
aiua-10021	224	5	.	.	PROPN
aiua-10021	224	6	2017	2017	NUM
aiua-10021	224	7	;	;	PUNCT
aiua-10021	224	8	43:1110	43:1110	X
aiua-10021	224	9	-	-	SYM
aiua-10021	224	10	4	4	NUM
aiua-10021	224	11	.	.	NUM
aiua-10021	224	12	25	25	NUM
aiua-10021	224	13	.	.	PUNCT
aiua-10021	225	1	seckiner	seckiner	PROPN
aiua-10021	225	2	i	i	PROPN
aiua-10021	225	3	,	,	PUNCT
aiua-10021	225	4	seckiner	seckiner	PROPN
aiua-10021	225	5	su	su	PROPN
aiua-10021	225	6	,	,	PUNCT
aiua-10021	225	7	erturhan	erturhan	PROPN
aiua-10021	225	8	s	s	PROPN
aiua-10021	225	9	,	,	PUNCT
aiua-10021	225	10	et	et	PROPN
aiua-10021	225	11	al	al	PROPN
aiua-10021	225	12	.	.	PUNCT
aiua-10021	226	1	the	the	DET
aiua-10021	226	2	use	use	NOUN
aiua-10021	226	3	of	of	ADP
aiua-10021	226	4	artificial	artificial	ADJ
aiua-10021	226	5	neural	neural	ADJ
aiua-10021	226	6	networks	network	NOUN
aiua-10021	226	7	in	in	ADP
aiua-10021	226	8	decision	decision	NOUN
aiua-10021	226	9	support	support	NOUN
aiua-10021	226	10	in	in	ADP
aiua-10021	226	11	vesicoureteral	vesicoureteral	ADJ
aiua-10021	226	12	reflux	reflux	NOUN
aiua-10021	226	13	treatment	treatment	NOUN
aiua-10021	226	14	.	.	PUNCT
aiua-10021	227	1	urol	urol	PROPN
aiua-10021	227	2	int	int	PROPN
aiua-10021	227	3	.	.	PUNCT
aiua-10021	227	4	2008	2008	NUM
aiua-10021	227	5	;	;	PUNCT
aiua-10021	227	6	80:283	80:283	NUM
aiua-10021	227	7	-	-	SYM
aiua-10021	227	8	6	6	NUM
aiua-10021	227	9	.	.	NOUN
aiua-10021	227	10	26	26	NUM
aiua-10021	227	11	.	.	PUNCT
aiua-10021	228	1	hung	hung	PROPN
aiua-10021	228	2	aj	aj	PROPN
aiua-10021	228	3	,	,	PUNCT
aiua-10021	228	4	chen	chen	PROPN
aiua-10021	228	5	j	j	PROPN
aiua-10021	228	6	,	,	PUNCT
aiua-10021	228	7	che	che	PROPN
aiua-10021	228	8	z	z	PROPN
aiua-10021	228	9	,	,	PUNCT
aiua-10021	228	10	et	et	PROPN
aiua-10021	228	11	al	al	PROPN
aiua-10021	228	12	.	.	PUNCT
aiua-10021	228	13	utilizing	utilize	VERB
aiua-10021	228	14	machine	machine	NOUN
aiua-10021	228	15	learning	learning	NOUN
aiua-10021	228	16	and	and	CCONJ
aiua-10021	228	17	archivio	archivio	NOUN
aiua-10021	228	18	italiano	italiano	X
aiua-10021	228	19	di	di	X
aiua-10021	228	20	urologia	urologia	PROPN
aiua-10021	228	21	e	e	PROPN
aiua-10021	228	22	andrologia	andrologia	NOUN
aiua-10021	228	23	2021	2021	NUM
aiua-10021	228	24	;	;	PUNCT
aiua-10021	228	25	93	93	NUM
aiua-10021	228	26	,	,	PUNCT
aiua-10021	228	27	4	4	NUM
aiua-10021	228	28	p.	p.	NOUN
aiua-10021	228	29	mourmouris	mourmouris	NOUN
aiua-10021	228	30	,	,	PUNCT
aiua-10021	228	31	l.	l.	PROPN
aiua-10021	228	32	tzelves	tzelves	PROPN
aiua-10021	228	33	,	,	PUNCT
aiua-10021	228	34	g.	g.	PROPN
aiua-10021	228	35	feretzakis	feretzakis	PROPN
aiua-10021	228	36	,	,	PUNCT
aiua-10021	228	37	d.	d.	PROPN
aiua-10021	228	38	kalles	kalles	PROPN
aiua-10021	228	39	,	,	PUNCT
aiua-10021	228	40	i.	i.	PROPN
aiua-10021	228	41	manolitsis	manolitsis	PROPN
aiua-10021	228	42	,	,	PUNCT
aiua-10021	228	43	m.	m.	NOUN
aiua-10021	228	44	berdempes	berdempe	NOUN
aiua-10021	228	45	,	,	PUNCT
aiua-10021	228	46	i.	i.	PROPN
aiua-10021	228	47	varkarakis	varkarakis	PROPN
aiua-10021	228	48	,	,	PUNCT
aiua-10021	228	49	a.	a.	PROPN
aiua-10021	228	50	skolarikos	skolariko	VERB
aiua-10021	228	51	424	424	NUM
aiua-10021	228	52	automated	automate	VERB
aiua-10021	228	53	performance	performance	NOUN
aiua-10021	228	54	metrics	metric	NOUN
aiua-10021	228	55	to	to	PART
aiua-10021	228	56	evaluate	evaluate	VERB
aiua-10021	228	57	robot	robot	NOUN
aiua-10021	228	58	-	-	PUNCT
aiua-10021	228	59	assisted	assist	VERB
aiua-10021	228	60	radical	radical	ADJ
aiua-10021	228	61	prostatectomy	prostatectomy	NOUN
aiua-10021	228	62	performance	performance	NOUN
aiua-10021	228	63	and	and	CCONJ
aiua-10021	228	64	predict	predict	VERB
aiua-10021	228	65	outcomes	outcome	NOUN
aiua-10021	228	66	.	.	PUNCT
aiua-10021	229	1	j	j	PROPN
aiua-10021	229	2	endourol	endourol	NOUN
aiua-10021	229	3	.	.	PUNCT
aiua-10021	230	1	2018	2018	NUM
aiua-10021	230	2	;	;	PUNCT
aiua-10021	230	3	32:438	32:438	NUM
aiua-10021	230	4	-	-	SYM
aiua-10021	230	5	44	44	NUM
aiua-10021	230	6	.	.	PUNCT
aiua-10021	231	1	27	27	NUM
aiua-10021	231	2	.	.	PUNCT
aiua-10021	232	1	lepor	lepor	PROPN
aiua-10021	232	2	h.	h.	PROPN
aiua-10021	232	3	evaluating	evaluate	VERB
aiua-10021	232	4	men	man	NOUN
aiua-10021	232	5	with	with	ADP
aiua-10021	232	6	benign	benign	ADJ
aiua-10021	232	7	prostatic	prostatic	ADJ
aiua-10021	232	8	hyperplasia	hyperplasia	NOUN
aiua-10021	232	9	.	.	PUNCT
aiua-10021	233	1	reviews	review	NOUN
aiua-10021	233	2	in	in	ADP
aiua-10021	233	3	urology	urology	NOUN
aiua-10021	233	4	.	.	PUNCT
aiua-10021	234	1	2004	2004	NUM
aiua-10021	234	2	;	;	PUNCT
aiua-10021	234	3	6	6	NUM
aiua-10021	234	4	suppl	suppl	NOUN
aiua-10021	234	5	1(suppl	1(suppl	NUM
aiua-10021	234	6	1):s8	1):s8	NUM
aiua-10021	234	7	-	-	PUNCT
aiua-10021	234	8	s15	s15	NOUN
aiua-10021	234	9	.	.	PUNCT
aiua-10021	234	10	28	28	NUM
aiua-10021	234	11	.	.	PUNCT
aiua-10021	235	1	choo	choo	PROPN
aiua-10021	235	2	ms	ms	PROPN
aiua-10021	235	3	,	,	PUNCT
aiua-10021	235	4	yoo	yoo	PROPN
aiua-10021	235	5	c	c	PROPN
aiua-10021	235	6	,	,	PUNCT
aiua-10021	235	7	cho	cho	PROPN
aiua-10021	235	8	sy	sy	PROPN
aiua-10021	235	9	,	,	PUNCT
aiua-10021	235	10	et	et	PROPN
aiua-10021	235	11	al	al	PROPN
aiua-10021	235	12	.	.	PUNCT
aiua-10021	235	13	development	development	NOUN
aiua-10021	235	14	of	of	ADP
aiua-10021	235	15	decision	decision	NOUN
aiua-10021	235	16	support	support	NOUN
aiua-10021	235	17	formulas	formula	NOUN
aiua-10021	235	18	for	for	ADP
aiua-10021	235	19	the	the	DET
aiua-10021	235	20	prediction	prediction	NOUN
aiua-10021	235	21	of	of	ADP
aiua-10021	235	22	bladder	bladder	NOUN
aiua-10021	235	23	outlet	outlet	NOUN
aiua-10021	235	24	obstruction	obstruction	NOUN
aiua-10021	235	25	and	and	CCONJ
aiua-10021	235	26	prostatic	prostatic	ADJ
aiua-10021	235	27	surgery	surgery	NOUN
aiua-10021	235	28	in	in	ADP
aiua-10021	235	29	patients	patient	NOUN
aiua-10021	235	30	with	with	ADP
aiua-10021	235	31	lower	low	ADJ
aiua-10021	235	32	urinary	urinary	ADJ
aiua-10021	235	33	tract	tract	NOUN
aiua-10021	235	34	symptom	symptom	NOUN
aiua-10021	235	35	/	/	SYM
aiua-10021	235	36	benign	benign	ADJ
aiua-10021	235	37	prostatic	prostatic	ADJ
aiua-10021	235	38	hyperplasia	hyperplasia	NOUN
aiua-10021	235	39	:	:	PUNCT
aiua-10021	235	40	part	part	NOUN
aiua-10021	235	41	i	i	PROPN
aiua-10021	235	42	,	,	PUNCT
aiua-10021	235	43	development	development	NOUN
aiua-10021	235	44	of	of	ADP
aiua-10021	235	45	the	the	DET
aiua-10021	235	46	formula	formula	NOUN
aiua-10021	235	47	and	and	CCONJ
aiua-10021	235	48	its	its	PRON
aiua-10021	235	49	internal	internal	ADJ
aiua-10021	235	50	validation	validation	NOUN
aiua-10021	235	51	.	.	PUNCT
aiua-10021	236	1	2017	2017	NUM
aiua-10021	236	2	;	;	PUNCT
aiua-10021	236	3	21(suppl	21(suppl	NUM
aiua-10021	236	4	1):s55	1):s55	NUM
aiua-10021	236	5	-	-	SYM
aiua-10021	236	6	65	65	NUM
aiua-10021	236	7	.	.	PUNCT
aiua-10021	236	8	29	29	NUM
aiua-10021	236	9	.	.	PUNCT
aiua-10021	237	1	pielke	pielke	PROPN
aiua-10021	237	2	ra	ra	PROPN
aiua-10021	237	3	.	.	PUNCT
aiua-10021	237	4	mesoscale	mesoscale	ADJ
aiua-10021	237	5	meteorological	meteorological	ADJ
aiua-10021	237	6	modelling	modelling	NOUN
aiua-10021	237	7	.	.	PUNCT
aiua-10021	238	1	academic	academic	ADJ
aiua-10021	238	2	press	press	PROPN
aiua-10021	238	3	,	,	PUNCT
aiua-10021	238	4	orlando	orlando	PROPN
aiua-10021	238	5	,	,	PUNCT
aiua-10021	238	6	612pp	612pp	NOUN
aiua-10021	238	7	.	.	PUNCT
aiua-10021	239	1	30	30	NUM
aiua-10021	239	2	.	.	PUNCT
aiua-10021	240	1	stanfill	stanfill	PROPN
aiua-10021	240	2	mh	mh	PROPN
aiua-10021	240	3	,	,	PUNCT
aiua-10021	240	4	marc	marc	PROPN
aiua-10021	240	5	dt	dt	PROPN
aiua-10021	240	6	.	.	PUNCT
aiua-10021	241	1	health	health	PROPN
aiua-10021	241	2	information	information	NOUN
aiua-10021	241	3	management	management	NOUN
aiua-10021	241	4	:	:	PUNCT
aiua-10021	241	5	implications	implication	NOUN
aiua-10021	241	6	of	of	ADP
aiua-10021	241	7	artificial	artificial	ADJ
aiua-10021	241	8	intelligence	intelligence	NOUN
aiua-10021	241	9	on	on	ADP
aiua-10021	241	10	healthcare	healthcare	PROPN
aiua-10021	241	11	data	datum	NOUN
aiua-10021	241	12	and	and	CCONJ
aiua-10021	241	13	information	information	NOUN
aiua-10021	241	14	management	management	NOUN
aiua-10021	241	15	.	.	PUNCT
aiua-10021	242	1	yearb	yearb	PROPN
aiua-10021	242	2	med	med	ADJ
aiua-10021	242	3	inform	inform	NOUN
aiua-10021	242	4	.	.	PUNCT
aiua-10021	243	1	2019	2019	NUM
aiua-10021	243	2	;	;	PUNCT
aiua-10021	243	3	28:56	28:56	NUM
aiua-10021	243	4	-	-	SYM
aiua-10021	243	5	64	64	NUM
aiua-10021	243	6	.	.	PUNCT
aiua-10021	244	1	correspondence	correspondence	NOUN
aiua-10021	244	2	mourmouris	mourmouris	PROPN
aiua-10021	244	3	panagiotis	panagiotis	NOUN
aiua-10021	244	4	,	,	PUNCT
aiua-10021	244	5	md	md	PROPN
aiua-10021	244	6	thodoros13@yahoo.com	thodoros13@yahoo.com	PROPN
aiua-10021	244	7	manolitsis	manolitsis	PROPN
aiua-10021	244	8	ioannis	ioannis	PROPN
aiua-10021	244	9	,	,	PUNCT
aiua-10021	244	10	md	md	PROPN
aiua-10021	244	11	giannismanolit@gmail.com	giannismanolit@gmail.com	PROPN
aiua-10021	244	12	berdempes	berdempes	PROPN
aiua-10021	244	13	marinos	marinos	PROPN
aiua-10021	244	14	,	,	PUNCT
aiua-10021	244	15	md	md	PROPN
aiua-10021	244	16	marinosberdebes@hotmail.com	marinosberdebes@hotmail.com	PROPN
aiua-10021	245	1	varkarakis	varkarakis	PROPN
aiua-10021	245	2	ioannis	ioannis	PROPN
aiua-10021	245	3	,	,	PUNCT
aiua-10021	245	4	md	md	PROPN
aiua-10021	245	5	medvark3@yahoo.com	medvark3@yahoo.com	PROPN
aiua-10021	245	6	skolarikos	skolarikos	PROPN
aiua-10021	245	7	andreas	andreas	PROPN
aiua-10021	245	8	,	,	PUNCT
aiua-10021	245	9	md	md	PROPN
aiua-10021	245	10	andskol@yahoo.com	andskol@yahoo.com	PROPN
aiua-10021	246	1	2nd	2nd	PROPN
aiua-10021	246	2	department	department	PROPN
aiua-10021	246	3	of	of	ADP
aiua-10021	246	4	urology	urology	NOUN
aiua-10021	246	5	,	,	PUNCT
aiua-10021	246	6	national	national	ADJ
aiua-10021	246	7	and	and	CCONJ
aiua-10021	246	8	kapodistrian	kapodistrian	ADJ
aiua-10021	246	9	university	university	PROPN
aiua-10021	246	10	of	of	ADP
aiua-10021	246	11	athens	athens	PROPN
aiua-10021	246	12	,	,	PUNCT
aiua-10021	246	13	sismanogleio	sismanogleio	PROPN
aiua-10021	246	14	general	general	ADJ
aiua-10021	246	15	hospital	hospital	PROPN
aiua-10021	246	16	,	,	PUNCT
aiua-10021	246	17	athens	athens	PROPN
aiua-10021	246	18	(	(	PUNCT
aiua-10021	246	19	greece	greece	PROPN
aiua-10021	246	20	)	)	PUNCT
aiua-10021	246	21	tzelves	tzelve	NOUN
aiua-10021	246	22	lazaros	lazaro	VERB
aiua-10021	246	23	,	,	PUNCT
aiua-10021	246	24	md	md	PROPN
aiua-10021	246	25	(	(	PUNCT
aiua-10021	246	26	corresponding	correspond	VERB
aiua-10021	246	27	author	author	NOUN
aiua-10021	246	28	)	)	PUNCT
aiua-10021	246	29	lazarostzelves@gmail.com	lazarostzelves@gmail.com	X
aiua-10021	247	1	2nd	2nd	ADJ
aiua-10021	247	2	department	department	PROPN
aiua-10021	247	3	of	of	ADP
aiua-10021	247	4	urology	urology	NOUN
aiua-10021	247	5	,	,	PUNCT
aiua-10021	247	6	national	national	ADJ
aiua-10021	247	7	and	and	CCONJ
aiua-10021	247	8	kapodistrian	kapodistrian	ADJ
aiua-10021	247	9	university	university	PROPN
aiua-10021	247	10	of	of	ADP
aiua-10021	247	11	athens	athens	PROPN
aiua-10021	247	12	,	,	PUNCT
aiua-10021	247	13	sismanogleio	sismanogleio	PROPN
aiua-10021	247	14	general	general	ADJ
aiua-10021	247	15	hospital	hospital	PROPN
aiua-10021	247	16	,	,	PUNCT
aiua-10021	247	17	athens	athens	PROPN
aiua-10021	247	18	sismanogleiou	sismanogleiou	ADJ
aiua-10021	247	19	1	1	NUM
aiua-10021	247	20	,	,	PUNCT
aiua-10021	247	21	15126	15126	NUM
aiua-10021	247	22	,	,	PUNCT
aiua-10021	247	23	marousi	marousi	PROPN
aiua-10021	247	24	(	(	PUNCT
aiua-10021	247	25	greece	greece	PROPN
aiua-10021	247	26	)	)	PUNCT
aiua-10021	247	27	feretzakis	feretzakis	PROPN
aiua-10021	247	28	georgios	georgios	PROPN
aiua-10021	247	29	,	,	PUNCT
aiua-10021	247	30	md	md	PROPN
aiua-10021	247	31	georgios.feretzakis@ac.eap.gr	georgios.feretzakis@ac.eap.gr	NOUN
aiua-10021	247	32	kalles	kalles	PROPN
aiua-10021	247	33	dimitris	dimitris	PROPN
aiua-10021	247	34	,	,	PUNCT
aiua-10021	247	35	md	md	PROPN
aiua-10021	247	36	greece	greece	PROPN
aiua-10021	247	37	kalles@eap.gr	kalles@eap.gr	PROPN
aiua-10021	247	38	school	school	NOUN
aiua-10021	247	39	of	of	ADP
aiua-10021	247	40	science	science	NOUN
aiua-10021	247	41	and	and	CCONJ
aiua-10021	247	42	technology	technology	NOUN
aiua-10021	247	43	,	,	PUNCT
aiua-10021	247	44	hellenic	hellenic	ADJ
aiua-10021	247	45	open	open	ADJ
aiua-10021	247	46	university	university	NOUN
aiua-10021	247	47	,	,	PUNCT
aiua-10021	247	48	26335	26335	NUM
aiua-10021	247	49	patras	patras	X