id	sid	tid	token	lemma	pos
ap-846	1	1	ap_06_4.vp	ap_06_4.vp	NOUN
ap-846	1	2	1	1	NUM
ap-846	1	3	methods	method	NOUN
ap-846	1	4	the	the	DET
ap-846	1	5	signals	signal	NOUN
ap-846	1	6	for	for	ADP
ap-846	1	7	classification	classification	NOUN
ap-846	1	8	were	be	AUX
ap-846	1	9	measured	measure	VERB
ap-846	1	10	by	by	ADP
ap-846	1	11	a	a	DET
ap-846	1	12	hand	hand	NOUN
ap-846	1	13	-	-	PUNCT
ap-846	1	14	held	hold	VERB
ap-846	1	15	multi	multi	ADJ
ap-846	1	16	dopplex	dopplex	PROPN
ap-846	1	17	ii	ii	PROPN
ap-846	1	18	ultrasonic	ultrasonic	ADJ
ap-846	1	19	unit	unit	NOUN
ap-846	1	20	and	and	CCONJ
ap-846	1	21	sent	send	VERB
ap-846	1	22	to	to	ADP
ap-846	1	23	a	a	DET
ap-846	1	24	pc	pc	NOUN
ap-846	1	25	for	for	ADP
ap-846	1	26	storage	storage	NOUN
ap-846	1	27	via	via	ADP
ap-846	1	28	an	an	DET
ap-846	1	29	rs232	rs232	PROPN
ap-846	1	30	interface	interface	NOUN
ap-846	1	31	.	.	PUNCT
ap-846	2	1	the	the	DET
ap-846	2	2	device	device	NOUN
ap-846	2	3	measures	measure	VERB
ap-846	2	4	the	the	DET
ap-846	2	5	mean	mean	ADJ
ap-846	2	6	velocity	velocity	NOUN
ap-846	2	7	of	of	ADP
ap-846	2	8	blood	blood	NOUN
ap-846	2	9	in	in	ADP
ap-846	2	10	an	an	DET
ap-846	2	11	artery	artery	NOUN
ap-846	2	12	within	within	ADP
ap-846	2	13	a	a	DET
ap-846	2	14	short	short	ADJ
ap-846	2	15	time	time	NOUN
ap-846	2	16	period	period	NOUN
ap-846	2	17	,	,	PUNCT
ap-846	2	18	a	a	DET
ap-846	2	19	doppler	doppler	NOUN
ap-846	2	20	velocity	velocity	NOUN
ap-846	2	21	waveform	waveform	NOUN
ap-846	2	22	.	.	PUNCT
ap-846	3	1	multi	multi	PROPN
ap-846	3	2	dopplex	dopplex	PROPN
ap-846	3	3	ii	ii	PROPN
ap-846	3	4	is	be	AUX
ap-846	3	5	a	a	DET
ap-846	3	6	bi	bi	ADJ
ap-846	3	7	-	-	ADJ
ap-846	3	8	directional	directional	ADJ
ap-846	3	9	device	device	NOUN
ap-846	3	10	.	.	PUNCT
ap-846	4	1	the	the	DET
ap-846	4	2	waveforms	waveform	NOUN
ap-846	4	3	can	can	AUX
ap-846	4	4	be	be	AUX
ap-846	4	5	displayed	display	VERB
ap-846	4	6	as	as	ADP
ap-846	4	7	forward	forward	ADV
ap-846	4	8	and	and	CCONJ
ap-846	4	9	backward	backward	ADJ
ap-846	4	10	flow	flow	NOUN
ap-846	4	11	(	(	PUNCT
ap-846	4	12	see	see	VERB
ap-846	4	13	figs	fig	NOUN
ap-846	4	14	.	.	PUNCT
ap-846	5	1	1–3	1–3	NUM
ap-846	5	2	)	)	PUNCT
ap-846	5	3	or	or	CCONJ
ap-846	5	4	as	as	ADP
ap-846	5	5	the	the	DET
ap-846	5	6	difference	difference	NOUN
ap-846	5	7	of	of	ADP
ap-846	5	8	these	these	DET
ap-846	5	9	two	two	NUM
ap-846	5	10	signals	signal	NOUN
ap-846	5	11	in	in	ADP
ap-846	5	12	combined	combined	ADJ
ap-846	5	13	waveforms	waveform	NOUN
ap-846	5	14	.	.	PUNCT
ap-846	6	1	in	in	ADP
ap-846	6	2	a	a	DET
ap-846	6	3	standard	standard	ADJ
ap-846	6	4	situation	situation	NOUN
ap-846	6	5	,	,	PUNCT
ap-846	6	6	five	five	NUM
ap-846	6	7	positions	position	NOUN
ap-846	6	8	on	on	ADP
ap-846	6	9	each	each	DET
ap-846	6	10	leg	leg	NOUN
ap-846	6	11	are	be	AUX
ap-846	6	12	examined	examine	VERB
ap-846	6	13	:	:	PUNCT
ap-846	6	14	artery	artery	NOUN
ap-846	6	15	femoralis	femoralis	NOUN
ap-846	6	16	,	,	PUNCT
ap-846	6	17	a.	a.	NOUN
ap-846	6	18	poplitea	poplitea	NOUN
ap-846	6	19	,	,	PUNCT
ap-846	6	20	a.	a.	NOUN
ap-846	6	21	tibialis	tibialis	PROPN
ap-846	6	22	posterior	posterior	NOUN
ap-846	6	23	,	,	PUNCT
ap-846	6	24	a.	a.	NOUN
ap-846	6	25	tibialis	tibialis	PROPN
ap-846	6	26	anterior	anterior	ADJ
ap-846	6	27	and	and	CCONJ
ap-846	6	28	a.	a.	NOUN
ap-846	6	29	dorsalis	dorsalis	PROPN
ap-846	6	30	pedis	pedis	PROPN
ap-846	6	31	.	.	PUNCT
ap-846	7	1	for	for	ADP
ap-846	7	2	automatic	automatic	ADJ
ap-846	7	3	classification	classification	NOUN
ap-846	7	4	,	,	PUNCT
ap-846	7	5	four	four	NUM
ap-846	7	6	classes	class	NOUN
ap-846	7	7	were	be	AUX
ap-846	7	8	chosen	choose	VERB
ap-846	7	9	,	,	PUNCT
ap-846	7	10	into	into	ADP
ap-846	7	11	which	which	PRON
ap-846	7	12	the	the	DET
ap-846	7	13	signals	signal	NOUN
ap-846	7	14	will	will	AUX
ap-846	7	15	be	be	AUX
ap-846	7	16	classified	classify	VERB
ap-846	7	17	.	.	PUNCT
ap-846	8	1	these	these	DET
ap-846	8	2	classes	class	NOUN
ap-846	8	3	reflect	reflect	VERB
ap-846	8	4	various	various	ADJ
ap-846	8	5	degrees	degree	NOUN
ap-846	8	6	of	of	ADP
ap-846	8	7	artery	artery	NOUN
ap-846	8	8	occlusion	occlusion	NOUN
ap-846	8	9	,	,	PUNCT
ap-846	8	10	and	and	CCONJ
ap-846	8	11	also	also	ADV
ap-846	8	12	describe	describe	VERB
ap-846	8	13	some	some	DET
ap-846	8	14	defects	defect	NOUN
ap-846	8	15	that	that	PRON
ap-846	8	16	can	can	AUX
ap-846	8	17	be	be	AUX
ap-846	8	18	considered	consider	VERB
ap-846	8	19	by	by	ADP
ap-846	8	20	a	a	DET
ap-846	8	21	specialist	specialist	NOUN
ap-846	8	22	during	during	ADP
ap-846	8	23	this	this	DET
ap-846	8	24	examination	examination	NOUN
ap-846	8	25	.	.	PUNCT
ap-846	9	1	1.1	1.1	NUM
ap-846	9	2	classes	class	NOUN
ap-846	9	3	normal	normal	ADJ
ap-846	9	4	course	course	NOUN
ap-846	9	5	–	–	PUNCT
ap-846	9	6	signals	signal	NOUN
ap-846	9	7	acquired	acquire	VERB
ap-846	9	8	by	by	ADP
ap-846	9	9	an	an	DET
ap-846	9	10	examination	examination	NOUN
ap-846	9	11	of	of	ADP
ap-846	9	12	arteries	artery	NOUN
ap-846	9	13	without	without	ADP
ap-846	9	14	peripheral	peripheral	ADJ
ap-846	9	15	arterial	arterial	ADJ
ap-846	9	16	disease	disease	NOUN
ap-846	9	17	(	(	PUNCT
ap-846	9	18	pad	pad	NOUN
ap-846	9	19	)	)	PUNCT
ap-846	9	20	–	–	PUNCT
ap-846	9	21	fig	fig	NOUN
ap-846	9	22	.	.	PUNCT
ap-846	10	1	1	1	X
ap-846	10	2	.	.	X
ap-846	10	3	stenotic	stenotic	ADJ
ap-846	10	4	course	course	NOUN
ap-846	10	5	–	–	PUNCT
ap-846	10	6	signals	signal	NOUN
ap-846	10	7	measured	measure	VERB
ap-846	10	8	in	in	ADP
ap-846	10	9	arteries	artery	NOUN
ap-846	10	10	with	with	ADP
ap-846	10	11	a	a	DET
ap-846	10	12	stenotic	stenotic	ADJ
ap-846	10	13	diameter	diameter	NOUN
ap-846	10	14	–	–	PUNCT
ap-846	10	15	fig	fig	NOUN
ap-846	10	16	.	.	PUNCT
ap-846	11	1	2	2	X
ap-846	11	2	.	.	X
ap-846	11	3	occlusion	occlusion	NOUN
ap-846	11	4	–	–	PUNCT
ap-846	11	5	signals	signal	NOUN
ap-846	11	6	measured	measure	VERB
ap-846	11	7	in	in	ADP
ap-846	11	8	arteries	artery	NOUN
ap-846	11	9	with	with	ADP
ap-846	11	10	total	total	ADJ
ap-846	11	11	arterial	arterial	ADJ
ap-846	11	12	obstruction	obstruction	NOUN
ap-846	11	13	–	–	PUNCT
ap-846	11	14	fig	fig	NOUN
ap-846	11	15	.	.	PUNCT
ap-846	12	1	3	3	X
ap-846	12	2	.	.	X
ap-846	12	3	incorrect	incorrect	ADJ
ap-846	12	4	course	course	NOUN
ap-846	12	5	–	–	PUNCT
ap-846	12	6	various	various	ADJ
ap-846	12	7	errors	error	NOUN
ap-846	12	8	may	may	AUX
ap-846	12	9	occur	occur	VERB
ap-846	12	10	while	while	SCONJ
ap-846	12	11	measuring	measure	VERB
ap-846	12	12	e.g.	e.g.	ADV
ap-846	12	13	:	:	PUNCT
ap-846	12	14	the	the	DET
ap-846	12	15	amplification	amplification	NOUN
ap-846	12	16	factor	factor	NOUN
ap-846	12	17	was	be	AUX
ap-846	12	18	set	set	VERB
ap-846	12	19	too	too	ADV
ap-846	12	20	high	high	ADJ
ap-846	12	21	–	–	PUNCT
ap-846	12	22	the	the	DET
ap-846	12	23	course	course	NOUN
ap-846	12	24	is	be	AUX
ap-846	12	25	cut	cut	VERB
ap-846	12	26	;	;	PUNCT
ap-846	12	27	the	the	DET
ap-846	12	28	signal	signal	NOUN
ap-846	12	29	is	be	AUX
ap-846	12	30	under	under	ADP
ap-846	12	31	strong	strong	ADJ
ap-846	12	32	influence	influence	NOUN
ap-846	12	33	from	from	ADP
ap-846	12	34	nearby	nearby	ADJ
ap-846	12	35	veins	vein	NOUN
ap-846	12	36	,	,	PUNCT
ap-846	12	37	and	and	CCONJ
ap-846	12	38	so	so	ADV
ap-846	12	39	on	on	ADV
ap-846	12	40	.	.	PUNCT
ap-846	13	1	1.2	1.2	NUM
ap-846	13	2	features	feature	NOUN
ap-846	13	3	during	during	ADP
ap-846	13	4	the	the	DET
ap-846	13	5	design	design	NOUN
ap-846	13	6	process	process	NOUN
ap-846	13	7	,	,	PUNCT
ap-846	13	8	20	20	NUM
ap-846	13	9	features	feature	NOUN
ap-846	13	10	were	be	AUX
ap-846	13	11	considered	consider	VERB
ap-846	13	12	as	as	ADP
ap-846	13	13	potentially	potentially	ADV
ap-846	13	14	useful	useful	ADJ
ap-846	13	15	for	for	ADP
ap-846	13	16	the	the	DET
ap-846	13	17	classifier	classifier	NOUN
ap-846	13	18	.	.	PUNCT
ap-846	14	1	these	these	DET
ap-846	14	2	features	feature	NOUN
ap-846	14	3	describe	describe	VERB
ap-846	14	4	the	the	DET
ap-846	14	5	quality	quality	NOUN
ap-846	14	6	of	of	ADP
ap-846	14	7	the	the	DET
ap-846	14	8	measured	measure	VERB
ap-846	14	9	signals	signal	NOUN
ap-846	14	10	in	in	ADP
ap-846	14	11	the	the	DET
ap-846	14	12	time	time	NOUN
ap-846	14	13	domain	domain	NOUN
ap-846	14	14	,	,	PUNCT
ap-846	14	15	in	in	ADP
ap-846	14	16	the	the	DET
ap-846	14	17	frequency	frequency	NOUN
ap-846	14	18	domain	domain	NOUN
ap-846	14	19	,	,	PUNCT
ap-846	14	20	or	or	CCONJ
ap-846	14	21	have	have	VERB
ap-846	14	22	a	a	DET
ap-846	14	23	special	special	ADJ
ap-846	14	24	medical	medical	ADJ
ap-846	14	25	meaning	meaning	NOUN
ap-846	14	26	.	.	PUNCT
ap-846	15	1	the	the	DET
ap-846	15	2	sequential	sequential	ADJ
ap-846	15	3	forward	forward	ADJ
ap-846	15	4	search	search	NOUN
ap-846	15	5	(	(	PUNCT
ap-846	15	6	sfs	sfs	ADJ
ap-846	15	7	)	)	PUNCT
ap-846	15	8	algorithm	algorithm	NOUN
ap-846	15	9	was	be	AUX
ap-846	15	10	used	use	VERB
ap-846	15	11	to	to	PART
ap-846	15	12	determine	determine	VERB
ap-846	15	13	the	the	DET
ap-846	15	14	most	most	ADV
ap-846	15	15	significant	significant	ADJ
ap-846	15	16	features	feature	NOUN
ap-846	15	17	.	.	PUNCT
ap-846	16	1	it	it	PRON
ap-846	16	2	was	be	AUX
ap-846	16	3	determined	determined	ADJ
ap-846	16	4	that	that	SCONJ
ap-846	16	5	these	these	PRON
ap-846	16	6	were	be	AUX
ap-846	16	7	the	the	DET
ap-846	16	8	features	feature	NOUN
ap-846	16	9	usually	usually	ADV
ap-846	16	10	considered	consider	VERB
ap-846	16	11	by	by	ADP
ap-846	16	12	medical	medical	ADJ
ap-846	16	13	specialists	specialist	NOUN
ap-846	16	14	during	during	ADP
ap-846	16	15	the	the	DET
ap-846	16	16	visual	visual	ADJ
ap-846	16	17	examination	examination	NOUN
ap-846	16	18	process	process	NOUN
ap-846	16	19	.	.	PUNCT
ap-846	17	1	sfs	sfs	PROPN
ap-846	17	2	found	find	VERB
ap-846	17	3	the	the	DET
ap-846	17	4	following	follow	VERB
ap-846	17	5	four	four	NUM
ap-846	17	6	features	feature	NOUN
ap-846	17	7	:	:	PUNCT
ap-846	17	8	©	©	PROPN
ap-846	17	9	czech	czech	PROPN
ap-846	17	10	technical	technical	PROPN
ap-846	17	11	university	university	PROPN
ap-846	17	12	publishing	publishing	NOUN
ap-846	17	13	house	house	NOUN
ap-846	17	14	http://ctn.cvut.cz/ap/	http://ctn.cvut.cz/ap/	PROPN
ap-846	17	15	21	21	NUM
ap-846	17	16	acta	acta	PROPN
ap-846	17	17	polytechnica	polytechnica	PROPN
ap-846	17	18	vol	vol	NOUN
ap-846	17	19	.	.	PUNCT
ap-846	18	1	46	46	NUM
ap-846	18	2	no	no	INTJ
ap-846	18	3	.	.	PUNCT
ap-846	19	1	4/2006	4/2006	NUM
ap-846	19	2	bayesian	bayesian	NOUN
ap-846	19	3	classifier	classifier	NOUN
ap-846	19	4	for	for	ADP
ap-846	19	5	medical	medical	ADJ
ap-846	19	6	data	datum	NOUN
ap-846	19	7	from	from	ADP
ap-846	19	8	doppler	doppler	NOUN
ap-846	19	9	unit	unit	NOUN
ap-846	19	10	j.	j.	PROPN
ap-846	19	11	málek	málek	PROPN
ap-846	19	12	nowadays	nowadays	ADV
ap-846	19	13	,	,	PUNCT
ap-846	19	14	hand	hand	NOUN
ap-846	19	15	-	-	PUNCT
ap-846	19	16	held	hold	VERB
ap-846	19	17	ultrasonic	ultrasonic	ADJ
ap-846	19	18	doppler	doppler	NOUN
ap-846	19	19	units	unit	NOUN
ap-846	19	20	(	(	PUNCT
ap-846	19	21	probes	probe	NOUN
ap-846	19	22	)	)	PUNCT
ap-846	19	23	are	be	AUX
ap-846	19	24	often	often	ADV
ap-846	19	25	used	use	VERB
ap-846	19	26	for	for	ADP
ap-846	19	27	noninvasive	noninvasive	ADJ
ap-846	19	28	screening	screening	NOUN
ap-846	19	29	of	of	ADP
ap-846	19	30	atherosclerosis	atherosclerosis	NOUN
ap-846	19	31	in	in	ADP
ap-846	19	32	the	the	DET
ap-846	19	33	arteries	artery	NOUN
ap-846	19	34	of	of	ADP
ap-846	19	35	the	the	DET
ap-846	19	36	lower	low	ADJ
ap-846	19	37	limbs	limb	NOUN
ap-846	19	38	.	.	PUNCT
ap-846	20	1	the	the	DET
ap-846	20	2	mean	mean	ADJ
ap-846	20	3	velocity	velocity	NOUN
ap-846	20	4	of	of	ADP
ap-846	20	5	blood	blood	NOUN
ap-846	20	6	flow	flow	NOUN
ap-846	20	7	in	in	ADP
ap-846	20	8	time	time	NOUN
ap-846	20	9	and	and	CCONJ
ap-846	20	10	blood	blood	NOUN
ap-846	20	11	pressures	pressure	NOUN
ap-846	20	12	are	be	AUX
ap-846	20	13	measured	measure	VERB
ap-846	20	14	on	on	ADP
ap-846	20	15	several	several	ADJ
ap-846	20	16	positions	position	NOUN
ap-846	20	17	on	on	ADP
ap-846	20	18	each	each	DET
ap-846	20	19	lower	low	ADJ
ap-846	20	20	limb	limb	NOUN
ap-846	20	21	.	.	PUNCT
ap-846	21	1	by	by	ADP
ap-846	21	2	listening	listen	VERB
ap-846	21	3	to	to	ADP
ap-846	21	4	the	the	DET
ap-846	21	5	acoustic	acoustic	ADJ
ap-846	21	6	signal	signal	NOUN
ap-846	21	7	generated	generate	VERB
ap-846	21	8	by	by	ADP
ap-846	21	9	the	the	DET
ap-846	21	10	device	device	NOUN
ap-846	21	11	or	or	CCONJ
ap-846	21	12	by	by	ADP
ap-846	21	13	reading	read	VERB
ap-846	21	14	the	the	DET
ap-846	21	15	signal	signal	NOUN
ap-846	21	16	displayed	display	VERB
ap-846	21	17	on	on	ADP
ap-846	21	18	screen	screen	NOUN
ap-846	21	19	,	,	PUNCT
ap-846	21	20	a	a	DET
ap-846	21	21	specialist	specialist	NOUN
ap-846	21	22	can	can	AUX
ap-846	21	23	detect	detect	VERB
ap-846	21	24	peripheral	peripheral	ADJ
ap-846	21	25	arterial	arterial	NOUN
ap-846	21	26	disease	disease	NOUN
ap-846	21	27	(	(	PUNCT
ap-846	21	28	pad	pad	NOUN
ap-846	21	29	)	)	PUNCT
ap-846	21	30	.	.	PUNCT
ap-846	22	1	this	this	DET
ap-846	22	2	project	project	NOUN
ap-846	22	3	aims	aim	VERB
ap-846	22	4	to	to	PART
ap-846	22	5	design	design	VERB
ap-846	22	6	software	software	NOUN
ap-846	22	7	that	that	PRON
ap-846	22	8	will	will	AUX
ap-846	22	9	be	be	AUX
ap-846	22	10	able	able	ADJ
ap-846	22	11	to	to	PART
ap-846	22	12	analyze	analyze	VERB
ap-846	22	13	data	datum	NOUN
ap-846	22	14	from	from	ADP
ap-846	22	15	such	such	DET
ap-846	22	16	a	a	DET
ap-846	22	17	device	device	NOUN
ap-846	22	18	and	and	CCONJ
ap-846	22	19	classify	classify	VERB
ap-846	22	20	it	it	PRON
ap-846	22	21	into	into	ADP
ap-846	22	22	several	several	ADJ
ap-846	22	23	diagnostic	diagnostic	ADJ
ap-846	22	24	classes	class	NOUN
ap-846	22	25	.	.	PUNCT
ap-846	23	1	at	at	ADP
ap-846	23	2	the	the	DET
ap-846	23	3	department	department	NOUN
ap-846	23	4	of	of	ADP
ap-846	23	5	functional	functional	ADJ
ap-846	23	6	diagnostics	diagnostic	NOUN
ap-846	23	7	at	at	ADP
ap-846	23	8	the	the	DET
ap-846	23	9	regional	regional	ADJ
ap-846	23	10	hospital	hospital	NOUN
ap-846	23	11	in	in	ADP
ap-846	23	12	liberec	liberec	PROPN
ap-846	23	13	a	a	DET
ap-846	23	14	database	database	NOUN
ap-846	23	15	of	of	ADP
ap-846	23	16	several	several	ADJ
ap-846	23	17	hundreds	hundred	NOUN
ap-846	23	18	signals	signal	NOUN
ap-846	23	19	was	be	AUX
ap-846	23	20	collected	collect	VERB
ap-846	23	21	.	.	PUNCT
ap-846	24	1	in	in	ADP
ap-846	24	2	cooperation	cooperation	NOUN
ap-846	24	3	with	with	ADP
ap-846	24	4	the	the	DET
ap-846	24	5	specialist	specialist	NOUN
ap-846	24	6	,	,	PUNCT
ap-846	24	7	the	the	DET
ap-846	24	8	signals	signal	NOUN
ap-846	24	9	were	be	AUX
ap-846	24	10	manually	manually	ADV
ap-846	24	11	classified	classify	VERB
ap-846	24	12	into	into	ADP
ap-846	24	13	four	four	NUM
ap-846	24	14	classes	class	NOUN
ap-846	24	15	.	.	PUNCT
ap-846	25	1	for	for	ADP
ap-846	25	2	each	each	DET
ap-846	25	3	class	class	NOUN
ap-846	25	4	,	,	PUNCT
ap-846	25	5	selected	select	VERB
ap-846	25	6	signal	signal	NOUN
ap-846	25	7	features	feature	NOUN
ap-846	25	8	were	be	AUX
ap-846	25	9	extracted	extract	VERB
ap-846	25	10	and	and	CCONJ
ap-846	25	11	then	then	ADV
ap-846	25	12	used	use	VERB
ap-846	25	13	for	for	ADP
ap-846	25	14	training	train	VERB
ap-846	25	15	a	a	DET
ap-846	25	16	bayesian	bayesian	NOUN
ap-846	25	17	classifier	classifier	NOUN
ap-846	25	18	.	.	PUNCT
ap-846	26	1	another	another	DET
ap-846	26	2	set	set	NOUN
ap-846	26	3	of	of	ADP
ap-846	26	4	signals	signal	NOUN
ap-846	26	5	was	be	AUX
ap-846	26	6	used	use	VERB
ap-846	26	7	for	for	ADP
ap-846	26	8	evaluating	evaluate	VERB
ap-846	26	9	and	and	CCONJ
ap-846	26	10	optimizing	optimize	VERB
ap-846	26	11	the	the	DET
ap-846	26	12	parameters	parameter	NOUN
ap-846	26	13	of	of	ADP
ap-846	26	14	the	the	DET
ap-846	26	15	classifier	classifier	NOUN
ap-846	26	16	.	.	PUNCT
ap-846	27	1	slightly	slightly	ADV
ap-846	27	2	above	above	ADP
ap-846	27	3	84	84	NUM
ap-846	27	4	%	%	NOUN
ap-846	27	5	of	of	ADP
ap-846	27	6	successfully	successfully	ADV
ap-846	27	7	recognized	recognize	VERB
ap-846	27	8	diagnostic	diagnostic	ADJ
ap-846	27	9	states	state	NOUN
ap-846	27	10	,	,	PUNCT
ap-846	27	11	was	be	AUX
ap-846	27	12	recently	recently	ADV
ap-846	27	13	achieved	achieve	VERB
ap-846	27	14	on	on	ADP
ap-846	27	15	the	the	DET
ap-846	27	16	test	test	NOUN
ap-846	27	17	data	datum	NOUN
ap-846	27	18	.	.	PUNCT
ap-846	28	1	keywords	keyword	NOUN
ap-846	28	2	:	:	PUNCT
ap-846	28	3	medical	medical	ADJ
ap-846	28	4	data	data	PROPN
ap-846	28	5	recognition	recognition	PROPN
ap-846	28	6	,	,	PUNCT
ap-846	28	7	hand	hand	NOUN
ap-846	28	8	-	-	PUNCT
ap-846	28	9	held	hold	VERB
ap-846	28	10	ultrasonic	ultrasonic	ADJ
ap-846	28	11	doppler	doppler	NOUN
ap-846	28	12	unit	unit	NOUN
ap-846	28	13	,	,	PUNCT
ap-846	28	14	peripheral	peripheral	ADJ
ap-846	28	15	arterial	arterial	ADJ
ap-846	28	16	disease	disease	NOUN
ap-846	28	17	.	.	PUNCT
ap-846	29	1	fig	fig	NOUN
ap-846	29	2	.	.	PUNCT
ap-846	30	1	1	1	NUM
ap-846	30	2	:	:	PUNCT
ap-846	30	3	signals	signal	NOUN
ap-846	30	4	acquired	acquire	VERB
ap-846	30	5	in	in	ADP
ap-846	30	6	an	an	DET
ap-846	30	7	examination	examination	NOUN
ap-846	30	8	of	of	ADP
ap-846	30	9	arteries	artery	NOUN
ap-846	30	10	without	without	ADP
ap-846	30	11	peripheral	peripheral	ADJ
ap-846	30	12	arterial	arterial	ADJ
ap-846	30	13	disease	disease	NOUN
ap-846	30	14	(	(	PUNCT
ap-846	30	15	pad	pad	NOUN
ap-846	30	16	)	)	PUNCT
ap-846	30	17	fig	fig	NOUN
ap-846	30	18	.	.	PUNCT
ap-846	31	1	2	2	NUM
ap-846	31	2	:	:	PUNCT
ap-846	31	3	signals	signal	NOUN
ap-846	31	4	measured	measure	VERB
ap-846	31	5	in	in	ADP
ap-846	31	6	arteries	artery	NOUN
ap-846	31	7	with	with	ADP
ap-846	31	8	a	a	DET
ap-846	31	9	stenotic	stenotic	ADJ
ap-846	31	10	diameter	diameter	NOUN
ap-846	31	11	fig	fig	NOUN
ap-846	31	12	.	.	PUNCT
ap-846	32	1	3	3	NUM
ap-846	32	2	:	:	PUNCT
ap-846	32	3	signals	signal	NOUN
ap-846	32	4	measured	measure	VERB
ap-846	32	5	in	in	ADP
ap-846	32	6	arteries	artery	NOUN
ap-846	32	7	with	with	ADP
ap-846	32	8	nearly	nearly	ADV
ap-846	32	9	total	total	ADJ
ap-846	32	10	arterial	arterial	ADJ
ap-846	32	11	obstruction	obstruction	NOUN
ap-846	32	12	signal	signal	NOUN
ap-846	32	13	energy	energy	NOUN
ap-846	32	14	–	–	PUNCT
ap-846	32	15	log	log	NOUN
ap-846	32	16	sum	sum	NOUN
ap-846	32	17	of	of	ADP
ap-846	32	18	squared	square	VERB
ap-846	32	19	signal	signal	NOUN
ap-846	32	20	samples	sample	NOUN
ap-846	32	21	over	over	ADP
ap-846	32	22	the	the	DET
ap-846	32	23	whole	whole	ADJ
ap-846	32	24	signal	signal	NOUN
ap-846	32	25	.	.	PUNCT
ap-846	33	1	velocity	velocity	NOUN
ap-846	33	2	/	/	SYM
ap-846	33	3	time	time	NOUN
ap-846	33	4	index	index	NOUN
ap-846	33	5	–	–	PUNCT
ap-846	33	6	difference	difference	NOUN
ap-846	33	7	of	of	ADP
ap-846	33	8	maximum	maximum	ADJ
ap-846	33	9	and	and	CCONJ
ap-846	33	10	minimum	minimum	ADJ
ap-846	33	11	blood	blood	NOUN
ap-846	33	12	velocity	velocity	NOUN
ap-846	33	13	within	within	ADP
ap-846	33	14	one	one	NUM
ap-846	33	15	pulse	pulse	NOUN
ap-846	33	16	region	region	NOUN
ap-846	33	17	divided	divide	VERB
ap-846	33	18	by	by	ADP
ap-846	33	19	the	the	DET
ap-846	33	20	pulse	pulse	NOUN
ap-846	33	21	region	region	NOUN
ap-846	33	22	duration	duration	NOUN
ap-846	33	23	.	.	PUNCT
ap-846	34	1	deceleration	deceleration	NOUN
ap-846	34	2	–	–	PUNCT
ap-846	34	3	maximum	maximum	ADJ
ap-846	34	4	velocity	velocity	NOUN
ap-846	34	5	within	within	ADP
ap-846	34	6	one	one	NUM
ap-846	34	7	pulse	pulse	NOUN
ap-846	34	8	region	region	NOUN
ap-846	34	9	divided	divide	VERB
ap-846	34	10	by	by	ADP
ap-846	34	11	its	its	PRON
ap-846	34	12	fall	fall	NOUN
ap-846	34	13	time	time	NOUN
ap-846	34	14	.	.	PUNCT
ap-846	35	1	brachial	brachial	ADJ
ap-846	35	2	pressure	pressure	NOUN
ap-846	35	3	index	index	NOUN
ap-846	35	4	(	(	PUNCT
ap-846	35	5	bpi	bpi	PROPN
ap-846	35	6	)	)	PUNCT
ap-846	35	7	–	–	PUNCT
ap-846	35	8	ratio	ratio	NOUN
ap-846	35	9	of	of	ADP
ap-846	35	10	the	the	DET
ap-846	35	11	distal	distal	ADJ
ap-846	35	12	pressure	pressure	NOUN
ap-846	35	13	in	in	ADP
ap-846	35	14	an	an	DET
ap-846	35	15	examined	examine	VERB
ap-846	35	16	position	position	NOUN
ap-846	35	17	on	on	ADP
ap-846	35	18	the	the	DET
ap-846	35	19	lower	low	ADJ
ap-846	35	20	limb	limb	NOUN
ap-846	35	21	and	and	CCONJ
ap-846	35	22	the	the	DET
ap-846	35	23	patient	patient	NOUN
ap-846	35	24	’s	’s	PART
ap-846	35	25	system	system	NOUN
ap-846	35	26	blood	blood	NOUN
ap-846	35	27	pressure	pressure	NOUN
ap-846	35	28	(	(	PUNCT
ap-846	35	29	measured	measure	VERB
ap-846	35	30	on	on	ADP
ap-846	35	31	a.	a.	NOUN
ap-846	35	32	brachialis	brachialis	PROPN
ap-846	35	33	)	)	PUNCT
ap-846	35	34	.	.	PUNCT
ap-846	36	1	before	before	ADP
ap-846	36	2	computing	compute	VERB
ap-846	36	3	the	the	DET
ap-846	36	4	features	feature	NOUN
ap-846	36	5	,	,	PUNCT
ap-846	36	6	the	the	DET
ap-846	36	7	signal	signal	NOUN
ap-846	36	8	must	must	AUX
ap-846	36	9	be	be	AUX
ap-846	36	10	preprocessed	preprocesse	VERB
ap-846	36	11	.	.	PUNCT
ap-846	37	1	this	this	PRON
ap-846	37	2	was	be	AUX
ap-846	37	3	done	do	VERB
ap-846	37	4	by	by	ADP
ap-846	37	5	filtering	filter	VERB
ap-846	37	6	the	the	DET
ap-846	37	7	signal	signal	NOUN
ap-846	37	8	by	by	ADP
ap-846	37	9	a	a	DET
ap-846	37	10	low	low	ADJ
ap-846	37	11	pass	pass	NOUN
ap-846	37	12	filter	filter	NOUN
ap-846	37	13	to	to	PART
ap-846	37	14	suppress	suppress	VERB
ap-846	37	15	the	the	DET
ap-846	37	16	high	high	ADJ
ap-846	37	17	frequency	frequency	NOUN
ap-846	37	18	noise	noise	NOUN
ap-846	37	19	.	.	PUNCT
ap-846	38	1	it	it	PRON
ap-846	38	2	should	should	AUX
ap-846	38	3	be	be	AUX
ap-846	38	4	noted	note	VERB
ap-846	38	5	that	that	SCONJ
ap-846	38	6	all	all	DET
ap-846	38	7	the	the	DET
ap-846	38	8	features	feature	NOUN
ap-846	38	9	are	be	AUX
ap-846	38	10	calculated	calculate	VERB
ap-846	38	11	automatically	automatically	ADV
ap-846	38	12	in	in	ADP
ap-846	38	13	real	real	ADJ
ap-846	38	14	time	time	NOUN
ap-846	38	15	,	,	PUNCT
ap-846	38	16	without	without	ADP
ap-846	38	17	human	human	ADJ
ap-846	38	18	intervention	intervention	NOUN
ap-846	38	19	.	.	PUNCT
ap-846	39	1	1.3	1.3	NUM
ap-846	39	2	bayesian	bayesian	NOUN
ap-846	39	3	classifier	classifier	NOUN
ap-846	39	4	the	the	DET
ap-846	39	5	bayesian	bayesian	NOUN
ap-846	39	6	classifier	classifier	NOUN
ap-846	39	7	represents	represent	VERB
ap-846	39	8	each	each	PRON
ap-846	39	9	of	of	ADP
ap-846	39	10	the	the	DET
ap-846	39	11	four	four	NUM
ap-846	39	12	classes	class	NOUN
ap-846	39	13	by	by	ADP
ap-846	39	14	one	one	NUM
ap-846	39	15	or	or	CCONJ
ap-846	39	16	more	more	ADJ
ap-846	39	17	gaussians	gaussian	NOUN
ap-846	39	18	(	(	PUNCT
ap-846	39	19	modes	mode	NOUN
ap-846	39	20	)	)	PUNCT
ap-846	39	21	within	within	ADP
ap-846	39	22	the	the	DET
ap-846	39	23	probability	probability	NOUN
ap-846	39	24	density	density	NOUN
ap-846	39	25	function	function	NOUN
ap-846	39	26	(	(	PUNCT
ap-846	39	27	pdf	pdf	NOUN
ap-846	39	28	)	)	PUNCT
ap-846	39	29	in	in	ADP
ap-846	39	30	a	a	DET
ap-846	39	31	4	4	NUM
ap-846	39	32	-	-	PUNCT
ap-846	39	33	feature	feature	NOUN
ap-846	39	34	space	space	NOUN
ap-846	39	35	.	.	PUNCT
ap-846	40	1	their	their	PRON
ap-846	40	2	parameters	parameter	NOUN
ap-846	40	3	(	(	PUNCT
ap-846	40	4	means	mean	NOUN
ap-846	40	5	and	and	CCONJ
ap-846	40	6	variances	variance	NOUN
ap-846	40	7	)	)	PUNCT
ap-846	40	8	are	be	AUX
ap-846	40	9	estimated	estimate	VERB
ap-846	40	10	from	from	ADP
ap-846	40	11	the	the	DET
ap-846	40	12	training	training	NOUN
ap-846	40	13	data	datum	NOUN
ap-846	40	14	.	.	PUNCT
ap-846	41	1	since	since	SCONJ
ap-846	41	2	the	the	DET
ap-846	41	3	classes	class	NOUN
ap-846	41	4	have	have	VERB
ap-846	41	5	different	different	ADJ
ap-846	41	6	occurrence	occurrence	NOUN
ap-846	41	7	rates	rate	NOUN
ap-846	41	8	,	,	PUNCT
ap-846	41	9	the	the	DET
ap-846	41	10	class	class	NOUN
ap-846	41	11	prior	prior	ADJ
ap-846	41	12	probabilities	probability	NOUN
ap-846	41	13	are	be	AUX
ap-846	41	14	also	also	ADV
ap-846	41	15	taken	take	VERB
ap-846	41	16	into	into	ADP
ap-846	41	17	account	account	NOUN
ap-846	41	18	.	.	PUNCT
ap-846	42	1	the	the	DET
ap-846	42	2	number	number	NOUN
ap-846	42	3	of	of	ADP
ap-846	42	4	gaussians	gaussian	NOUN
ap-846	42	5	within	within	ADP
ap-846	42	6	one	one	NUM
ap-846	42	7	class	class	NOUN
ap-846	42	8	depends	depend	VERB
ap-846	42	9	on	on	ADP
ap-846	42	10	the	the	DET
ap-846	42	11	distribution	distribution	NOUN
ap-846	42	12	of	of	ADP
ap-846	42	13	the	the	DET
ap-846	42	14	features	feature	NOUN
ap-846	42	15	in	in	ADP
ap-846	42	16	4	4	NUM
ap-846	42	17	-	-	PUNCT
ap-846	42	18	dimensional	dimensional	ADJ
ap-846	42	19	space	space	NOUN
ap-846	42	20	and	and	CCONJ
ap-846	42	21	is	be	AUX
ap-846	42	22	determined	determine	VERB
ap-846	42	23	by	by	ADP
ap-846	42	24	a	a	DET
ap-846	42	25	vector	vector	NOUN
ap-846	42	26	quantization	quantization	NOUN
ap-846	42	27	process	process	NOUN
ap-846	42	28	.	.	PUNCT
ap-846	43	1	the	the	DET
ap-846	43	2	database	database	NOUN
ap-846	43	3	uses	use	VERB
ap-846	43	4	data	datum	NOUN
ap-846	43	5	from	from	ADP
ap-846	43	6	1,100	1,100	NUM
ap-846	43	7	examinations	examination	NOUN
ap-846	43	8	,	,	PUNCT
ap-846	43	9	measured	measure	VERB
ap-846	43	10	in	in	ADP
ap-846	43	11	10	10	NUM
ap-846	43	12	standard	standard	ADJ
ap-846	43	13	positions	position	NOUN
ap-846	43	14	(	(	PUNCT
ap-846	43	15	5	5	NUM
ap-846	43	16	on	on	ADP
ap-846	43	17	each	each	DET
ap-846	43	18	leg	leg	NOUN
ap-846	43	19	)	)	PUNCT
ap-846	43	20	,	,	PUNCT
ap-846	43	21	i.e.	i.e.	X
ap-846	43	22	11,000	11,000	NUM
ap-846	43	23	samples	sample	NOUN
ap-846	43	24	are	be	AUX
ap-846	43	25	available	available	ADJ
ap-846	43	26	.	.	PUNCT
ap-846	44	1	in	in	ADP
ap-846	44	2	the	the	DET
ap-846	44	3	experiments	experiment	NOUN
ap-846	44	4	,	,	PUNCT
ap-846	44	5	data	datum	NOUN
ap-846	44	6	from	from	ADP
ap-846	44	7	880	880	NUM
ap-846	44	8	randomly	randomly	ADV
ap-846	44	9	chosen	choose	VERB
ap-846	44	10	examinations	examination	NOUN
ap-846	44	11	was	be	AUX
ap-846	44	12	used	use	VERB
ap-846	44	13	for	for	ADP
ap-846	44	14	training	train	VERB
ap-846	44	15	the	the	DET
ap-846	44	16	classifier;	classifier;	NOUN
ap-846	44	17	the	the	DET
ap-846	44	18	remaining	remain	VERB
ap-846	44	19	data	datum	NOUN
ap-846	44	20	(	(	PUNCT
ap-846	44	21	from	from	ADP
ap-846	44	22	220	220	NUM
ap-846	44	23	examinations	examination	NOUN
ap-846	44	24	)	)	PUNCT
ap-846	44	25	was	be	AUX
ap-846	44	26	left	leave	VERB
ap-846	44	27	for	for	ADP
ap-846	44	28	testing	testing	NOUN
ap-846	44	29	.	.	PUNCT
ap-846	45	1	this	this	PRON
ap-846	45	2	was	be	AUX
ap-846	45	3	repeated	repeat	VERB
ap-846	45	4	5	5	NUM
ap-846	45	5	times	time	NOUN
ap-846	45	6	in	in	ADP
ap-846	45	7	order	order	NOUN
ap-846	45	8	to	to	PART
ap-846	45	9	obtain	obtain	VERB
ap-846	45	10	more	more	ADV
ap-846	45	11	reliable	reliable	ADJ
ap-846	45	12	results	result	NOUN
ap-846	45	13	.	.	PUNCT
ap-846	46	1	the	the	DET
ap-846	46	2	classifier	classifier	NOUN
ap-846	46	3	assigned	assign	VERB
ap-846	46	4	to	to	ADP
ap-846	46	5	each	each	DET
ap-846	46	6	signal	signal	VERB
ap-846	46	7	the	the	DET
ap-846	46	8	class	class	NOUN
ap-846	46	9	with	with	ADP
ap-846	46	10	the	the	DET
ap-846	46	11	highest	high	ADJ
ap-846	46	12	posterior	posterior	ADJ
ap-846	46	13	probability	probability	NOUN
ap-846	46	14	.	.	PUNCT
ap-846	47	1	the	the	DET
ap-846	47	2	result	result	NOUN
ap-846	47	3	was	be	AUX
ap-846	47	4	compared	compare	VERB
ap-846	47	5	with	with	ADP
ap-846	47	6	the	the	DET
ap-846	47	7	expert	expert	NOUN
ap-846	47	8	’s	’s	PART
ap-846	47	9	decision	decision	NOUN
ap-846	47	10	.	.	PUNCT
ap-846	48	1	after	after	ADP
ap-846	48	2	this	this	PRON
ap-846	48	3	the	the	DET
ap-846	48	4	recognition	recognition	NOUN
ap-846	48	5	scores	score	NOUN
ap-846	48	6	were	be	AUX
ap-846	48	7	calculated	calculate	VERB
ap-846	48	8	for	for	ADP
ap-846	48	9	each	each	PRON
ap-846	48	10	of	of	ADP
ap-846	48	11	the	the	DET
ap-846	48	12	measuring	measure	VERB
ap-846	48	13	positions	position	NOUN
ap-846	48	14	and	and	CCONJ
ap-846	48	15	then	then	ADV
ap-846	48	16	averaged	average	VERB
ap-846	48	17	.	.	PUNCT
ap-846	49	1	2	2	NUM
ap-846	49	2	results	result	VERB
ap-846	49	3	the	the	DET
ap-846	49	4	optimal	optimal	ADJ
ap-846	49	5	design	design	NOUN
ap-846	49	6	of	of	ADP
ap-846	49	7	the	the	DET
ap-846	49	8	classifier	classifier	NOUN
ap-846	49	9	was	be	AUX
ap-846	49	10	investigated	investigate	VERB
ap-846	49	11	in	in	ADP
ap-846	49	12	many	many	ADJ
ap-846	49	13	experiments	experiment	NOUN
ap-846	49	14	.	.	PUNCT
ap-846	50	1	the	the	DET
ap-846	50	2	most	most	ADV
ap-846	50	3	relevant	relevant	ADJ
ap-846	50	4	results	result	NOUN
ap-846	50	5	are	be	AUX
ap-846	50	6	shown	show	VERB
ap-846	50	7	in	in	ADP
ap-846	50	8	table	table	NOUN
ap-846	50	9	1	1	NUM
ap-846	50	10	.	.	PUNCT
ap-846	51	1	it	it	PRON
ap-846	51	2	is	be	AUX
ap-846	51	3	evident	evident	ADJ
ap-846	51	4	that	that	SCONJ
ap-846	51	5	the	the	DET
ap-846	51	6	best	good	ADJ
ap-846	51	7	performance	performance	NOUN
ap-846	51	8	was	be	AUX
ap-846	51	9	achieved	achieve	VERB
ap-846	51	10	by	by	ADP
ap-846	51	11	the	the	DET
ap-846	51	12	classifier	classifier	NOUN
ap-846	51	13	with	with	ADP
ap-846	51	14	multi	multi	ADJ
ap-846	51	15	-	-	ADJ
ap-846	51	16	modal	modal	ADJ
ap-846	51	17	pdfs	pdfs	NOUN
ap-846	51	18	and	and	CCONJ
ap-846	51	19	prior	prior	ADJ
ap-846	51	20	probabilities	probability	NOUN
ap-846	51	21	.	.	PUNCT
ap-846	52	1	the	the	DET
ap-846	52	2	best	good	ADJ
ap-846	52	3	score	score	NOUN
ap-846	52	4	was	be	AUX
ap-846	52	5	84	84	NUM
ap-846	52	6	%	%	NOUN
ap-846	52	7	,	,	PUNCT
ap-846	52	8	which	which	PRON
ap-846	52	9	means	mean	VERB
ap-846	52	10	that	that	SCONJ
ap-846	52	11	in	in	ADP
ap-846	52	12	84	84	NUM
ap-846	52	13	%	%	NOUN
ap-846	52	14	of	of	ADP
ap-846	52	15	the	the	DET
ap-846	52	16	cases	case	NOUN
ap-846	52	17	the	the	DET
ap-846	52	18	classifier	classifier	NOUN
ap-846	52	19	and	and	CCONJ
ap-846	52	20	the	the	DET
ap-846	52	21	expert	expert	NOUN
ap-846	52	22	agreed	agree	VERB
ap-846	52	23	.	.	PUNCT
ap-846	53	1	3	3	NUM
ap-846	53	2	discussion	discussion	NOUN
ap-846	53	3	the	the	DET
ap-846	53	4	recent	recent	ADJ
ap-846	53	5	version	version	NOUN
ap-846	53	6	of	of	ADP
ap-846	53	7	the	the	DET
ap-846	53	8	program	program	NOUN
ap-846	53	9	is	be	AUX
ap-846	53	10	based	base	VERB
ap-846	53	11	on	on	ADP
ap-846	53	12	probabilistic	probabilistic	ADJ
ap-846	53	13	methods	method	NOUN
ap-846	53	14	.	.	PUNCT
ap-846	54	1	in	in	ADP
ap-846	54	2	an	an	DET
ap-846	54	3	attempt	attempt	NOUN
ap-846	54	4	to	to	PART
ap-846	54	5	improve	improve	VERB
ap-846	54	6	the	the	DET
ap-846	54	7	models	model	NOUN
ap-846	54	8	,	,	PUNCT
ap-846	54	9	i	i	PRON
ap-846	54	10	intend	intend	VERB
ap-846	54	11	to	to	PART
ap-846	54	12	adopt	adopt	VERB
ap-846	54	13	the	the	DET
ap-846	54	14	existing	exist	VERB
ap-846	54	15	training	training	NOUN
ap-846	54	16	strategies	strategy	NOUN
ap-846	54	17	for	for	ADP
ap-846	54	18	so	so	ADV
ap-846	54	19	called	call	VERB
ap-846	54	20	gaussian	gaussian	ADJ
ap-846	54	21	mixture	mixture	NOUN
ap-846	54	22	models	model	NOUN
ap-846	54	23	(	(	PUNCT
ap-846	54	24	gmms	gmms	NOUN
ap-846	54	25	)	)	PUNCT
ap-846	54	26	that	that	PRON
ap-846	54	27	have	have	AUX
ap-846	54	28	already	already	ADV
ap-846	54	29	been	be	AUX
ap-846	54	30	developed	develop	VERB
ap-846	54	31	in	in	ADP
ap-846	54	32	the	the	DET
ap-846	54	33	speech	speech	NOUN
ap-846	54	34	lab	lab	NOUN
ap-846	54	35	at	at	ADP
ap-846	54	36	tu	tu	PROPN
ap-846	54	37	of	of	ADP
ap-846	54	38	liberec	liberec	PROPN
ap-846	54	39	for	for	ADP
ap-846	54	40	speech	speech	NOUN
ap-846	54	41	signal	signal	NOUN
ap-846	54	42	classification	classification	NOUN
ap-846	54	43	.	.	PUNCT
ap-846	55	1	in	in	ADP
ap-846	55	2	the	the	DET
ap-846	55	3	next	next	ADJ
ap-846	55	4	step	step	NOUN
ap-846	55	5	i	i	PRON
ap-846	55	6	intend	intend	VERB
ap-846	55	7	to	to	PART
ap-846	55	8	focus	focus	VERB
ap-846	55	9	on	on	ADP
ap-846	55	10	implementing	implement	VERB
ap-846	55	11	better	well	ADJ
ap-846	55	12	frequency	frequency	NOUN
ap-846	55	13	features	feature	NOUN
ap-846	55	14	calculated	calculate	VERB
ap-846	55	15	for	for	ADP
ap-846	55	16	the	the	DET
ap-846	55	17	combined	combine	VERB
ap-846	55	18	flow	flow	NOUN
ap-846	55	19	waveform	waveform	VERB
ap-846	55	20	rather	rather	ADV
ap-846	55	21	than	than	ADP
ap-846	55	22	for	for	ADP
ap-846	55	23	separated	separate	VERB
ap-846	55	24	forward	forward	ADV
ap-846	55	25	and	and	CCONJ
ap-846	55	26	backward	backward	ADJ
ap-846	55	27	flow	flow	NOUN
ap-846	55	28	.	.	PUNCT
ap-846	56	1	it	it	PRON
ap-846	56	2	will	will	AUX
ap-846	56	3	be	be	AUX
ap-846	56	4	necessary	necessary	ADJ
ap-846	56	5	to	to	PART
ap-846	56	6	make	make	VERB
ap-846	56	7	the	the	DET
ap-846	56	8	peak	peak	NOUN
ap-846	56	9	detection	detection	NOUN
ap-846	56	10	and	and	CCONJ
ap-846	56	11	feature	feature	NOUN
ap-846	56	12	calculation	calculation	NOUN
ap-846	56	13	more	more	ADV
ap-846	56	14	precise	precise	ADJ
ap-846	56	15	.	.	PUNCT
ap-846	57	1	unfortunately	unfortunately	ADV
ap-846	57	2	,	,	PUNCT
ap-846	57	3	the	the	DET
ap-846	57	4	presence	presence	NOUN
ap-846	57	5	of	of	ADP
ap-846	57	6	vein	vein	ADJ
ap-846	57	7	signals	signal	NOUN
ap-846	57	8	in	in	ADP
ap-846	57	9	the	the	DET
ap-846	57	10	data	datum	NOUN
ap-846	57	11	and	and	CCONJ
ap-846	57	12	noise	noise	NOUN
ap-846	57	13	in	in	ADP
ap-846	57	14	the	the	DET
ap-846	57	15	low	low	ADJ
ap-846	57	16	amplitude	amplitude	NOUN
ap-846	57	17	signals	signal	NOUN
ap-846	57	18	complicates	complicate	VERB
ap-846	57	19	this	this	DET
ap-846	57	20	task	task	NOUN
ap-846	57	21	.	.	PUNCT
ap-846	58	1	it	it	PRON
ap-846	58	2	also	also	ADV
ap-846	58	3	seems	seem	VERB
ap-846	58	4	useful	useful	ADJ
ap-846	58	5	to	to	PART
ap-846	58	6	extend	extend	VERB
ap-846	58	7	the	the	DET
ap-846	58	8	number	number	NOUN
ap-846	58	9	of	of	ADP
ap-846	58	10	classes	class	NOUN
ap-846	58	11	for	for	ADP
ap-846	58	12	more	more	ADV
ap-846	58	13	precise	precise	ADJ
ap-846	58	14	classification	classification	NOUN
ap-846	58	15	of	of	ADP
ap-846	58	16	the	the	DET
ap-846	58	17	signals	signal	NOUN
ap-846	58	18	.	.	PUNCT
ap-846	59	1	the	the	DET
ap-846	59	2	class	class	NOUN
ap-846	59	3	stenosis	stenosis	NOUN
ap-846	59	4	may	may	AUX
ap-846	59	5	be	be	AUX
ap-846	59	6	divided	divide	VERB
ap-846	59	7	into	into	ADP
ap-846	59	8	two	two	NUM
ap-846	59	9	subclasses	subclass	NOUN
ap-846	59	10	:	:	PUNCT
ap-846	59	11	mild	mild	ADJ
ap-846	59	12	and	and	CCONJ
ap-846	59	13	severe	severe	ADJ
ap-846	59	14	stenosis	stenosis	NOUN
ap-846	59	15	.	.	PUNCT
ap-846	60	1	4	4	NUM
ap-846	60	2	conclusions	conclusion	NOUN
ap-846	60	3	the	the	DET
ap-846	60	4	method	method	NOUN
ap-846	60	5	investigated	investigate	VERB
ap-846	60	6	here	here	ADV
ap-846	60	7	shows	show	VERB
ap-846	60	8	possible	possible	ADJ
ap-846	60	9	new	new	ADJ
ap-846	60	10	ways	way	NOUN
ap-846	60	11	to	to	PART
ap-846	60	12	perform	perform	VERB
ap-846	60	13	screening	screen	VERB
ap-846	60	14	for	for	ADP
ap-846	60	15	pad	pad	NOUN
ap-846	60	16	in	in	ADP
ap-846	60	17	general	general	ADJ
ap-846	60	18	practice	practice	NOUN
ap-846	60	19	surgeries	surgery	NOUN
ap-846	60	20	.	.	PUNCT
ap-846	61	1	computer	computer	NOUN
ap-846	61	2	analysis	analysis	NOUN
ap-846	61	3	and	and	CCONJ
ap-846	61	4	classification	classification	NOUN
ap-846	61	5	could	could	AUX
ap-846	61	6	help	help	VERB
ap-846	61	7	to	to	PART
ap-846	61	8	achieve	achieve	VERB
ap-846	61	9	an	an	DET
ap-846	61	10	early	early	ADJ
ap-846	61	11	diagnosis	diagnosis	NOUN
ap-846	61	12	of	of	ADP
ap-846	61	13	grave	grave	ADJ
ap-846	61	14	vascular	vascular	ADJ
ap-846	61	15	diseases	disease	NOUN
ap-846	61	16	,	,	PUNCT
ap-846	61	17	so	so	SCONJ
ap-846	61	18	that	that	SCONJ
ap-846	61	19	treatment	treatment	NOUN
ap-846	61	20	can	can	AUX
ap-846	61	21	be	be	AUX
ap-846	61	22	given	give	VERB
ap-846	61	23	before	before	ADP
ap-846	61	24	the	the	DET
ap-846	61	25	development	development	NOUN
ap-846	61	26	of	of	ADP
ap-846	61	27	critical	critical	ADJ
ap-846	61	28	limb	limb	NOUN
ap-846	61	29	ischemia	ischemia	NOUN
ap-846	61	30	.	.	PUNCT
ap-846	62	1	5	5	NUM
ap-846	62	2	acknowledgments	acknowledgment	NOUN
ap-846	62	3	the	the	DET
ap-846	62	4	research	research	NOUN
ap-846	62	5	described	describe	VERB
ap-846	62	6	here	here	ADV
ap-846	62	7	was	be	AUX
ap-846	62	8	supervised	supervise	VERB
ap-846	62	9	by	by	ADP
ap-846	62	10	prof	prof	PROPN
ap-846	62	11	.	.	PUNCT
ap-846	63	1	ing	ing	PROPN
ap-846	63	2	.	.	PUNCT
ap-846	64	1	j.	j.	PROPN
ap-846	64	2	nouza	nouza	PROPN
ap-846	64	3	csc	csc	PROPN
ap-846	64	4	.	.	PROPN
ap-846	64	5	,	,	PUNCT
ap-846	64	6	faculty	faculty	NOUN
ap-846	64	7	of	of	ADP
ap-846	64	8	mechatronics	mechatronic	NOUN
ap-846	64	9	,	,	PUNCT
ap-846	64	10	technical	technical	ADJ
ap-846	64	11	university	university	PROPN
ap-846	64	12	of	of	ADP
ap-846	64	13	liberec	liberec	PROPN
ap-846	64	14	.	.	PUNCT
ap-846	65	1	the	the	DET
ap-846	65	2	medical	medical	ADJ
ap-846	65	3	specialist	specialist	NOUN
ap-846	65	4	and	and	CCONJ
ap-846	65	5	consultant	consultant	NOUN
ap-846	65	6	was	be	AUX
ap-846	65	7	tomáš	tomáš	NOUN
ap-846	65	8	klimovi	klimovi	PROPN
ap-846	65	9	,	,	PUNCT
ap-846	65	10	md	md	PROPN
ap-846	65	11	,	,	PUNCT
ap-846	65	12	department	department	NOUN
ap-846	65	13	of	of	ADP
ap-846	65	14	functional	functional	ADJ
ap-846	65	15	diagnostics	diagnostic	NOUN
ap-846	65	16	,	,	PUNCT
ap-846	65	17	regional	regional	ADJ
ap-846	65	18	hospital	hospital	NOUN
ap-846	65	19	of	of	ADP
ap-846	65	20	liberec	liberec	PROPN
ap-846	65	21	.	.	PUNCT
ap-846	66	1	the	the	DET
ap-846	66	2	research	research	NOUN
ap-846	66	3	was	be	AUX
ap-846	66	4	partly	partly	ADV
ap-846	66	5	supported	support	VERB
ap-846	66	6	by	by	ADP
ap-846	66	7	grant	grant	NOUN
ap-846	66	8	1qs108040569	1qs108040569	PROPN
ap-846	66	9	provided	provide	VERB
ap-846	66	10	by	by	ADP
ap-846	66	11	the	the	DET
ap-846	66	12	academy	academy	PROPN
ap-846	66	13	of	of	ADP
ap-846	66	14	sciences	sciences	PROPN
ap-846	66	15	of	of	ADP
ap-846	66	16	the	the	DET
ap-846	66	17	czech	czech	PROPN
ap-846	66	18	republic	republic	NOUN
ap-846	66	19	.	.	PUNCT
ap-846	67	1	references	reference	NOUN
ap-846	67	2	[	[	X
ap-846	67	3	1	1	X
ap-846	67	4	]	]	X
ap-846	67	5	transatlantic	transatlantic	ADJ
ap-846	67	6	inter	inter	ADJ
ap-846	67	7	-	-	ADJ
ap-846	67	8	society	society	ADJ
ap-846	67	9	consensus	consensus	NOUN
ap-846	67	10	(	(	PUNCT
ap-846	67	11	tasc	tasc	PROPN
ap-846	67	12	)	)	PUNCT
ap-846	67	13	,	,	PUNCT
ap-846	67	14	international	international	ADJ
ap-846	67	15	angiology	angiology	NOUN
ap-846	67	16	2000	2000	NUM
ap-846	67	17	,	,	PUNCT
ap-846	67	18	management	management	NOUN
ap-846	67	19	of	of	ADP
ap-846	67	20	peripheral	peripheral	ADJ
ap-846	67	21	arterial	arterial	ADJ
ap-846	67	22	disease	disease	NOUN
ap-846	67	23	(	(	PUNCT
ap-846	67	24	pad	pad	NOUN
ap-846	67	25	)	)	PUNCT
ap-846	67	26	;	;	PUNCT
ap-846	67	27	suppl	suppl	ADJ
ap-846	67	28	.	.	PUNCT
ap-846	68	1	1	1	X
ap-846	68	2	.	.	PUNCT
ap-846	69	1	[	[	X
ap-846	69	2	2	2	NUM
ap-846	69	3	]	]	X
ap-846	69	4	wolfe	wolfe	PROPN
ap-846	69	5	,	,	PUNCT
ap-846	69	6	j.	j.	PROPN
ap-846	69	7	h.	h.	PROPN
ap-846	69	8	n.	n.	PROPN
ap-846	69	9	et	et	PROPN
ap-846	69	10	al	al	PROPN
ap-846	69	11	.	.	PROPN
ap-846	69	12	:	:	PUNCT
ap-846	69	13	abc	abc	PROPN
ap-846	69	14	of	of	ADP
ap-846	69	15	vascular	vascular	ADJ
ap-846	69	16	diseases	disease	NOUN
ap-846	69	17	.	.	PUNCT
ap-846	70	1	bmj	bmj	PROPN
ap-846	70	2	1992	1992	NUM
ap-846	70	3	,	,	PUNCT
ap-846	70	4	p.	p.	NOUN
ap-846	70	5	12–14	12–14	NUM
ap-846	70	6	.	.	PUNCT
ap-846	71	1	[	[	X
ap-846	71	2	3	3	NUM
ap-846	71	3	]	]	X
ap-846	71	4	topol	topol	NOUN
ap-846	71	5	,	,	PUNCT
ap-846	71	6	e.	e.	PROPN
ap-846	71	7	j.	j.	PROPN
ap-846	71	8	et	et	PROPN
ap-846	71	9	al	al	PROPN
ap-846	71	10	.	.	PUNCT
ap-846	71	11	:	:	PUNCT
ap-846	72	1	atlas	atlas	PROPN
ap-846	72	2	of	of	ADP
ap-846	72	3	atherothrombosis	atherothrombosis	NOUN
ap-846	72	4	,	,	PUNCT
ap-846	72	5	london	london	PROPN
ap-846	72	6	:	:	PUNCT
ap-846	72	7	science	science	NOUN
ap-846	72	8	press	press	NOUN
ap-846	72	9	;	;	PUNCT
ap-846	72	10	2004	2004	NUM
ap-846	72	11	.	.	PUNCT
ap-846	73	1	[	[	X
ap-846	73	2	4	4	NUM
ap-846	73	3	]	]	X
ap-846	73	4	goldman	goldman	NOUN
ap-846	73	5	,	,	PUNCT
ap-846	73	6	l.	l.	PROPN
ap-846	73	7	et	et	PROPN
ap-846	73	8	al	al	PROPN
ap-846	73	9	.	.	PROPN
ap-846	73	10	:	:	PUNCT
ap-846	73	11	textbook	textbook	NOUN
ap-846	73	12	of	of	ADP
ap-846	73	13	medicine	medicine	NOUN
ap-846	73	14	,	,	PUNCT
ap-846	73	15	22nd	22nd	NOUN
ap-846	73	16	ed	ed	NOUN
ap-846	73	17	.	.	PROPN
ap-846	73	18	,	,	PUNCT
ap-846	73	19	philadelphia	philadelphia	PROPN
ap-846	73	20	:	:	PUNCT
ap-846	73	21	saunders	saunder	NOUN
ap-846	73	22	,	,	PUNCT
ap-846	73	23	2004	2004	NUM
ap-846	73	24	.	.	PUNCT
ap-846	74	1	[	[	X
ap-846	74	2	5	5	NUM
ap-846	74	3	]	]	X
ap-846	74	4	rozman	rozman	NOUN
ap-846	74	5	,	,	PUNCT
ap-846	74	6	j.	j.	PROPN
ap-846	74	7	lékař	lékař	PROPN
ap-846	74	8	a	a	DET
ap-846	74	9	technika	technika	PROPN
ap-846	74	10	,	,	PUNCT
ap-846	74	11	praha	praha	PROPN
ap-846	74	12	:	:	PUNCT
ap-846	74	13	nts	nts	PROPN
ap-846	74	14	čls	čls	PROPN
ap-846	74	15	j.e.p	j.e.p	PROPN
ap-846	74	16	.	.	PROPN
ap-846	74	17	1995	1995	NUM
ap-846	74	18	,	,	PUNCT
ap-846	74	19	p.	p.	PROPN
ap-846	74	20	9–11	9–11	PROPN
ap-846	74	21	.	.	PUNCT
ap-846	75	1	jiří	jiří	NOUN
ap-846	75	2	málek	málek	VERB
ap-846	75	3	e	e	NOUN
ap-846	75	4	-	-	NOUN
ap-846	75	5	mail	mail	NOUN
ap-846	75	6	:	:	PUNCT
ap-846	75	7	jiri.malek@tul.cz	jiri.malek@tul.cz	NOUN
ap-846	75	8	faculty	faculty	NOUN
ap-846	75	9	of	of	ADP
ap-846	75	10	mechatronics	mechatronic	NOUN
ap-846	75	11	and	and	CCONJ
ap-846	75	12	interdisciplinary	interdisciplinary	ADJ
ap-846	75	13	engineering	engineering	NOUN
ap-846	75	14	studies	study	NOUN
ap-846	75	15	technical	technical	PROPN
ap-846	75	16	university	university	PROPN
ap-846	75	17	of	of	ADP
ap-846	75	18	liberec	liberec	PROPN
ap-846	75	19	hálkova	hálkova	VERB
ap-846	75	20	6	6	NUM
ap-846	75	21	461	461	NUM
ap-846	75	22	17	17	NUM
ap-846	75	23	liberec	liberec	NOUN
ap-846	75	24	,	,	PUNCT
ap-846	75	25	czech	czech	PROPN
ap-846	75	26	republic	republic	NOUN
ap-846	75	27	22	22	NUM
ap-846	75	28	©	©	PROPN
ap-846	75	29	czech	czech	PROPN
ap-846	75	30	technical	technical	PROPN
ap-846	75	31	university	university	PROPN
ap-846	75	32	publishing	publishing	NOUN
ap-846	75	33	house	house	NOUN
ap-846	75	34	http://ctn.cvut.cz/ap/	http://ctn.cvut.cz/ap/	PROPN
ap-846	75	35	acta	acta	PROPN
ap-846	75	36	polytechnica	polytechnica	PROPN
ap-846	75	37	vol	vol	NOUN
ap-846	75	38	.	.	PUNCT
ap-846	76	1	46	46	NUM
ap-846	76	2	no	no	INTJ
ap-846	76	3	.	.	PUNCT
ap-846	77	1	4/2006	4/2006	PROPN
ap-846	77	2	method	method	NOUN
ap-846	77	3	score	score	NOUN
ap-846	78	1	[	[	X
ap-846	78	2	%	%	X
ap-846	78	3	]	]	X
ap-846	78	4	1	1	NUM
ap-846	78	5	-	-	PUNCT
ap-846	78	6	modal	modal	NOUN
ap-846	78	7	pdf	pdf	NOUN
ap-846	78	8	without	without	ADP
ap-846	78	9	prior	prior	ADJ
ap-846	78	10	probability	probability	NOUN
ap-846	78	11	78.66	78.66	NUM
ap-846	78	12	1	1	NUM
ap-846	78	13	-	-	PUNCT
ap-846	78	14	modal	modal	NOUN
ap-846	78	15	pdf	pdf	NOUN
ap-846	78	16	with	with	ADP
ap-846	78	17	prior	prior	ADJ
ap-846	78	18	probability	probability	NOUN
ap-846	78	19	80.22	80.22	NUM
ap-846	78	20	multi	multi	ADJ
ap-846	78	21	-	-	ADJ
ap-846	78	22	modal	modal	ADJ
ap-846	78	23	pdf	pdf	NOUN
ap-846	78	24	without	without	ADP
ap-846	78	25	prior	prior	ADJ
ap-846	78	26	probability	probability	NOUN
ap-846	78	27	81.95	81.95	NUM
ap-846	78	28	multi	multi	ADJ
ap-846	78	29	-	-	ADJ
ap-846	78	30	modal	modal	ADJ
ap-846	78	31	pdf	pdf	NOUN
ap-846	78	32	with	with	ADP
ap-846	78	33	prior	prior	ADJ
ap-846	78	34	probability	probability	NOUN
ap-846	78	35	84.01	84.01	NUM
ap-846	78	36	table	table	NOUN
ap-846	78	37	1	1	NUM
ap-846	78	38	:	:	PUNCT
ap-846	78	39	results	result	NOUN
ap-846	78	40	for	for	ADP
ap-846	78	41	different	different	ADJ
ap-846	78	42	types	type	NOUN
ap-846	78	43	of	of	ADP
ap-846	78	44	classifier	classifier	NOUN