id	sid	tid	token	lemma	pos
globalce-261	1	1	57	57	NUM
globalce-261	1	2	j	j	PROPN
globalce-261	1	3	global	global	ADJ
globalce-261	1	4	clinical	clinical	ADJ
globalce-261	1	5	engineering	engineering	PROPN
globalce-261	1	6	vol.6	vol.6	PROPN
globalce-261	1	7	special	special	ADJ
globalce-261	1	8	issue	issue	NOUN
globalce-261	1	9	6	6	NUM
globalce-261	1	10	:	:	SYM
globalce-261	1	11	2024	2024	NUM
globalce-261	1	12	conference	conference	NOUN
globalce-261	1	13	paper	paper	NOUN
globalce-261	1	14	human	human	ADJ
globalce-261	1	15	muscle	muscle	NOUN
globalce-261	1	16	state	state	NOUN
globalce-261	1	17	machine	machine	NOUN
globalce-261	1	18	using	use	VERB
globalce-261	1	19	electromyography	electromyography	NOUN
globalce-261	1	20	classification	classification	NOUN
globalce-261	1	21	with	with	ADP
globalce-261	1	22	machine	machine	NOUN
globalce-261	1	23	learning	learn	VERB
globalce-261	1	24	george	george	PROPN
globalce-261	1	25	lyssas1	lyssas1	PROPN
globalce-261	1	26	,	,	PUNCT
globalce-261	1	27	*	*	PROPN
globalce-261	1	28	,	,	PUNCT
globalce-261	1	29	konstantinos	konstantinos	PROPN
globalce-261	1	30	mitsopoulos1	mitsopoulos1	PROPN
globalce-261	1	31	,	,	PUNCT
globalce-261	1	32	dimitris	dimitris	PROPN
globalce-261	1	33	zantzas2	zantzas2	PROPN
globalce-261	1	34	,	,	PUNCT
globalce-261	1	35	anestis	anestis	ADV
globalce-261	1	36	kalfas2	kalfas2	PROPN
globalce-261	1	37	and	and	CCONJ
globalce-261	1	38	panagiotis	panagiotis	NOUN
globalce-261	1	39	d.	d.	PROPN
globalce-261	1	40	bamidis1	bamidis1	PROPN
globalce-261	1	41	1	1	NUM
globalce-261	1	42	lab	lab	NOUN
globalce-261	1	43	of	of	ADP
globalce-261	1	44	medical	medical	ADJ
globalce-261	1	45	physics	physics	PROPN
globalce-261	1	46	&	&	CCONJ
globalce-261	1	47	digital	digital	PROPN
globalce-261	1	48	innovation	innovation	NOUN
globalce-261	1	49	,	,	PUNCT
globalce-261	1	50	school	school	NOUN
globalce-261	1	51	of	of	ADP
globalce-261	1	52	medicine	medicine	NOUN
globalce-261	1	53	,	,	PUNCT
globalce-261	1	54	faculty	faculty	NOUN
globalce-261	1	55	of	of	ADP
globalce-261	1	56	health	health	NOUN
globalce-261	1	57	sciences	sciences	PROPN
globalce-261	1	58	,	,	PUNCT
globalce-261	1	59	aristotle	aristotle	PROPN
globalce-261	1	60	university	university	PROPN
globalce-261	1	61	of	of	ADP
globalce-261	1	62	thessaloniki	thessaloniki	PROPN
globalce-261	1	63	(	(	PUNCT
globalce-261	1	64	auth	auth	NOUN
globalce-261	1	65	)	)	PUNCT
globalce-261	1	66	,	,	PUNCT
globalce-261	1	67	thessaloniki	thessaloniki	PROPN
globalce-261	1	68	,	,	PUNCT
globalce-261	1	69	greece	greece	PROPN
globalce-261	1	70	.	.	PROPN
globalce-261	1	71	2	2	NUM
globalce-261	1	72	laboratory	laboratory	NOUN
globalce-261	1	73	of	of	ADP
globalce-261	1	74	fluid	fluid	ADJ
globalce-261	1	75	mechanics	mechanic	NOUN
globalce-261	1	76	and	and	CCONJ
globalce-261	1	77	turbomachinery	turbomachinery	NOUN
globalce-261	1	78	,	,	PUNCT
globalce-261	1	79	department	department	NOUN
globalce-261	1	80	of	of	ADP
globalce-261	1	81	mechanical	mechanical	ADJ
globalce-261	1	82	engineering	engineering	NOUN
globalce-261	1	83	,	,	PUNCT
globalce-261	1	84	aristotle	aristotle	PROPN
globalce-261	1	85	university	university	PROPN
globalce-261	1	86	of	of	ADP
globalce-261	1	87	thessaloniki	thessaloniki	PROPN
globalce-261	1	88	(	(	PUNCT
globalce-261	1	89	auth	auth	NOUN
globalce-261	1	90	)	)	PUNCT
globalce-261	1	91	,	,	PUNCT
globalce-261	1	92	thessaloniki	thessaloniki	PROPN
globalce-261	1	93	,	,	PUNCT
globalce-261	1	94	greece	greece	PROPN
globalce-261	1	95	.	.	PUNCT
globalce-261	2	1	*	*	PUNCT
globalce-261	2	2	corresponding	correspond	VERB
globalce-261	2	3	author	author	NOUN
globalce-261	2	4	email	email	NOUN
globalce-261	2	5	:	:	PUNCT
globalce-261	2	6	georgios.lyssas@gmail.com	georgios.lyssas@gmail.com	X
globalce-261	2	7	abstract	abstract	ADJ
globalce-261	2	8	this	this	DET
globalce-261	2	9	research	research	NOUN
globalce-261	2	10	aims	aim	VERB
globalce-261	2	11	to	to	PART
globalce-261	2	12	create	create	VERB
globalce-261	2	13	a	a	DET
globalce-261	2	14	tool	tool	NOUN
globalce-261	2	15	that	that	PRON
globalce-261	2	16	can	can	AUX
globalce-261	2	17	recognize	recognize	VERB
globalce-261	2	18	the	the	DET
globalce-261	2	19	state	state	NOUN
globalce-261	2	20	of	of	ADP
globalce-261	2	21	the	the	DET
globalce-261	2	22	human	human	ADJ
globalce-261	2	23	skeletal	skeletal	ADJ
globalce-261	2	24	muscle	muscle	NOUN
globalce-261	2	25	from	from	ADP
globalce-261	2	26	surface	surface	NOUN
globalce-261	2	27	electromyography	electromyography	NOUN
globalce-261	2	28	(	(	PUNCT
globalce-261	2	29	semg	semg	NOUN
globalce-261	2	30	)	)	PUNCT
globalce-261	2	31	signals	signal	NOUN
globalce-261	2	32	.	.	PUNCT
globalce-261	3	1	the	the	DET
globalce-261	3	2	goal	goal	NOUN
globalce-261	3	3	of	of	ADP
globalce-261	3	4	this	this	DET
globalce-261	3	5	muscle	muscle	NOUN
globalce-261	3	6	state	state	NOUN
globalce-261	3	7	machine	machine	NOUN
globalce-261	3	8	is	be	AUX
globalce-261	3	9	for	for	ADP
globalce-261	3	10	use	use	NOUN
globalce-261	3	11	in	in	ADP
globalce-261	3	12	the	the	DET
globalce-261	3	13	functional	functional	ADJ
globalce-261	3	14	rehabilitation	rehabilitation	NOUN
globalce-261	3	15	of	of	ADP
globalce-261	3	16	people	people	NOUN
globalce-261	3	17	suffering	suffer	VERB
globalce-261	3	18	from	from	ADP
globalce-261	3	19	spinal	spinal	ADJ
globalce-261	3	20	cord	cord	NOUN
globalce-261	3	21	injury	injury	NOUN
globalce-261	3	22	and	and	CCONJ
globalce-261	3	23	for	for	ADP
globalce-261	3	24	stroke	stroke	NOUN
globalce-261	3	25	survivors	survivor	NOUN
globalce-261	3	26	who	who	PRON
globalce-261	3	27	have	have	AUX
globalce-261	3	28	lost	lose	VERB
globalce-261	3	29	mobility	mobility	NOUN
globalce-261	3	30	in	in	ADP
globalce-261	3	31	their	their	PRON
globalce-261	3	32	upper	upper	ADJ
globalce-261	3	33	body	body	NOUN
globalce-261	3	34	limbs	limb	NOUN
globalce-261	3	35	.	.	PUNCT
globalce-261	4	1	the	the	DET
globalce-261	4	2	use	use	NOUN
globalce-261	4	3	of	of	ADP
globalce-261	4	4	machine	machine	NOUN
globalce-261	4	5	learning	learn	VERB
globalce-261	4	6	techniques	technique	NOUN
globalce-261	4	7	for	for	ADP
globalce-261	4	8	the	the	DET
globalce-261	4	9	classification	classification	NOUN
globalce-261	4	10	of	of	ADP
globalce-261	4	11	these	these	DET
globalce-261	4	12	muscle	muscle	NOUN
globalce-261	4	13	states	state	NOUN
globalce-261	4	14	brought	bring	VERB
globalce-261	4	15	forth	forth	ADP
globalce-261	4	16	the	the	DET
globalce-261	4	17	need	need	NOUN
globalce-261	4	18	for	for	ADP
globalce-261	4	19	database	database	NOUN
globalce-261	4	20	creation	creation	NOUN
globalce-261	4	21	to	to	PART
globalce-261	4	22	train	train	VERB
globalce-261	4	23	the	the	DET
globalce-261	4	24	generated	generate	VERB
globalce-261	4	25	ml	ml	PROPN
globalce-261	4	26	model	model	PROPN
globalce-261	4	27	.	.	PUNCT
globalce-261	5	1	for	for	ADP
globalce-261	5	2	the	the	DET
globalce-261	5	3	data	data	NOUN
globalce-261	5	4	collection	collection	NOUN
globalce-261	5	5	process	process	NOUN
globalce-261	5	6	,	,	PUNCT
globalce-261	5	7	an	an	DET
globalce-261	5	8	experimental	experimental	ADJ
globalce-261	5	9	protocol	protocol	NOUN
globalce-261	5	10	was	be	AUX
globalce-261	5	11	proposed	propose	VERB
globalce-261	5	12	,	,	PUNCT
globalce-261	5	13	and	and	CCONJ
globalce-261	5	14	tests	test	NOUN
globalce-261	5	15	were	be	AUX
globalce-261	5	16	conducted	conduct	VERB
globalce-261	5	17	in	in	ADP
globalce-261	5	18	healthy	healthy	ADJ
globalce-261	5	19	individuals	individual	NOUN
globalce-261	5	20	with	with	ADP
globalce-261	5	21	a	a	DET
globalce-261	5	22	nexus	nexus	NOUN
globalce-261	5	23	mkii	mkii	ADJ
globalce-261	5	24	medical	medical	ADJ
globalce-261	5	25	device	device	NOUN
globalce-261	5	26	.	.	PUNCT
globalce-261	6	1	following	follow	VERB
globalce-261	6	2	the	the	DET
globalce-261	6	3	data	datum	NOUN
globalce-261	6	4	collection	collection	NOUN
globalce-261	6	5	,	,	PUNCT
globalce-261	6	6	a	a	DET
globalce-261	6	7	signal	signal	ADJ
globalce-261	6	8	analysis	analysis	NOUN
globalce-261	6	9	procedure	procedure	NOUN
globalce-261	6	10	was	be	AUX
globalce-261	6	11	performed	perform	VERB
globalce-261	6	12	to	to	PART
globalce-261	6	13	extract	extract	VERB
globalce-261	6	14	features	feature	NOUN
globalce-261	6	15	from	from	ADP
globalce-261	6	16	the	the	DET
globalce-261	6	17	semg	semg	NOUN
globalce-261	6	18	signals	signal	NOUN
globalce-261	6	19	that	that	PRON
globalce-261	6	20	directly	directly	ADV
globalce-261	6	21	relate	relate	VERB
globalce-261	6	22	to	to	ADP
globalce-261	6	23	the	the	DET
globalce-261	6	24	muscle	muscle	NOUN
globalce-261	6	25	state	state	NOUN
globalce-261	6	26	.	.	PUNCT
globalce-261	7	1	in	in	ADP
globalce-261	7	2	addition	addition	NOUN
globalce-261	7	3	to	to	ADP
globalce-261	7	4	the	the	DET
globalce-261	7	5	signal	signal	ADJ
globalce-261	7	6	analysis	analysis	NOUN
globalce-261	7	7	,	,	PUNCT
globalce-261	7	8	a	a	DET
globalce-261	7	9	machine	machine	NOUN
globalce-261	7	10	learning	learn	VERB
globalce-261	7	11	classification	classification	NOUN
globalce-261	7	12	model	model	NOUN
globalce-261	7	13	was	be	AUX
globalce-261	7	14	created	create	VERB
globalce-261	7	15	to	to	PART
globalce-261	7	16	recognize	recognize	VERB
globalce-261	7	17	and	and	CCONJ
globalce-261	7	18	classify	classify	VERB
globalce-261	7	19	the	the	DET
globalce-261	7	20	semg	semg	NOUN
globalce-261	7	21	signals	signal	NOUN
globalce-261	7	22	in	in	ADP
globalce-261	7	23	different	different	ADJ
globalce-261	7	24	states	state	NOUN
globalce-261	7	25	of	of	ADP
globalce-261	7	26	the	the	DET
globalce-261	7	27	muscle	muscle	NOUN
globalce-261	7	28	.	.	PUNCT
globalce-261	8	1	this	this	DET
globalce-261	8	2	classification	classification	NOUN
globalce-261	8	3	had	have	VERB
globalce-261	8	4	a	a	DET
globalce-261	8	5	high	high	ADJ
globalce-261	8	6	enough	enough	ADJ
globalce-261	8	7	accuracy	accuracy	NOUN
globalce-261	8	8	of	of	ADP
globalce-261	8	9	producing	produce	VERB
globalce-261	8	10	the	the	DET
globalce-261	8	11	correct	correct	ADJ
globalce-261	8	12	result	result	NOUN
globalce-261	8	13	,	,	PUNCT
globalce-261	8	14	given	give	VERB
globalce-261	8	15	that	that	SCONJ
globalce-261	8	16	the	the	DET
globalce-261	8	17	training	training	NOUN
globalce-261	8	18	and	and	CCONJ
globalce-261	8	19	sampling	sample	VERB
globalce-261	8	20	size	size	NOUN
globalce-261	8	21	of	of	ADP
globalce-261	8	22	the	the	DET
globalce-261	8	23	database	database	NOUN
globalce-261	8	24	was	be	AUX
globalce-261	8	25	considerably	considerably	ADV
globalce-261	8	26	small	small	ADJ
globalce-261	8	27	provided	provide	VERB
globalce-261	8	28	that	that	SCONJ
globalce-261	8	29	in	in	ADP
globalce-261	8	30	similar	similar	ADJ
globalce-261	8	31	cases	case	NOUN
globalce-261	8	32	of	of	ADP
globalce-261	8	33	ml	ml	X
globalce-261	8	34	classifying	classify	VERB
globalce-261	8	35	models	model	NOUN
globalce-261	8	36	the	the	DET
globalce-261	8	37	size	size	NOUN
globalce-261	8	38	of	of	ADP
globalce-261	8	39	the	the	DET
globalce-261	8	40	databases	database	NOUN
globalce-261	8	41	includes	include	VERB
globalce-261	8	42	way	way	NOUN
globalce-261	8	43	more	more	ADJ
globalce-261	8	44	samples	sample	NOUN
globalce-261	8	45	than	than	ADP
globalce-261	8	46	the	the	DET
globalce-261	8	47	one	one	NOUN
globalce-261	8	48	in	in	ADP
globalce-261	8	49	this	this	DET
globalce-261	8	50	research	research	NOUN
globalce-261	8	51	.	.	PUNCT
globalce-261	9	1	the	the	DET
globalce-261	9	2	future	future	ADJ
globalce-261	9	3	steps	step	NOUN
globalce-261	9	4	for	for	ADP
globalce-261	9	5	this	this	DET
globalce-261	9	6	research	research	NOUN
globalce-261	9	7	are	be	AUX
globalce-261	9	8	the	the	DET
globalce-261	9	9	creation	creation	NOUN
globalce-261	9	10	of	of	ADP
globalce-261	9	11	a	a	DET
globalce-261	9	12	more	more	ADV
globalce-261	9	13	extensive	extensive	ADJ
globalce-261	9	14	and	and	CCONJ
globalce-261	9	15	diverse	diverse	ADJ
globalce-261	9	16	database	database	NOUN
globalce-261	9	17	and	and	CCONJ
globalce-261	9	18	using	use	VERB
globalce-261	9	19	this	this	DET
globalce-261	9	20	model	model	NOUN
globalce-261	9	21	in	in	ADP
globalce-261	9	22	real	real	ADJ
globalce-261	9	23	-	-	PUNCT
globalce-261	9	24	time	time	NOUN
globalce-261	9	25	situations	situation	NOUN
globalce-261	9	26	.	.	PUNCT
globalce-261	10	1	keywords	keyword	NOUN
globalce-261	10	2	—	—	PUNCT
globalce-261	10	3	electromyography	electromyography	NOUN
globalce-261	10	4	,	,	PUNCT
globalce-261	10	5	machine	machine	NOUN
globalce-261	10	6	learning	learning	NOUN
globalce-261	10	7	,	,	PUNCT
globalce-261	10	8	signal	signal	VERB
globalce-261	10	9	classification	classification	NOUN
globalce-261	10	10	.	.	PUNCT
globalce-261	11	1	copyright	copyright	NOUN
globalce-261	11	2	©	©	PROPN
globalce-261	11	3	2024	2024	NUM
globalce-261	11	4	.	.	PUNCT
globalce-261	12	1	this	this	PRON
globalce-261	12	2	is	be	AUX
globalce-261	12	3	an	an	DET
globalce-261	12	4	open	open	ADJ
globalce-261	12	5	-	-	PUNCT
globalce-261	12	6	access	access	NOUN
globalce-261	12	7	article	article	NOUN
globalce-261	12	8	distributed	distribute	VERB
globalce-261	12	9	under	under	ADP
globalce-261	12	10	the	the	DET
globalce-261	12	11	terms	term	NOUN
globalce-261	12	12	of	of	ADP
globalce-261	12	13	the	the	DET
globalce-261	12	14	creative	creative	ADJ
globalce-261	12	15	commons	common	NOUN
globalce-261	12	16	attribution	attribution	NOUN
globalce-261	12	17	license	license	NOUN
globalce-261	12	18	(	(	PUNCT
globalce-261	12	19	cc	cc	NOUN
globalce-261	12	20	by	by	ADV
globalce-261	12	21	):	):	PUNCT
globalce-261	12	22	creative	creative	ADJ
globalce-261	12	23	commons	common	NOUN
globalce-261	12	24	attribution	attribution	NOUN
globalce-261	12	25	4.0	4.0	NUM
globalce-261	12	26	international	international	NOUN
globalce-261	12	27	cc	cc	NOUN
globalce-261	12	28	by	by	ADP
globalce-261	12	29	4.0	4.0	NUM
globalce-261	12	30	.	.	PUNCT
globalce-261	13	1	the	the	DET
globalce-261	13	2	use	use	NOUN
globalce-261	13	3	,	,	PUNCT
globalce-261	13	4	distribution	distribution	NOUN
globalce-261	13	5	or	or	CCONJ
globalce-261	13	6	reproduction	reproduction	NOUN
globalce-261	13	7	in	in	ADP
globalce-261	13	8	other	other	ADJ
globalce-261	13	9	forums	forum	NOUN
globalce-261	13	10	is	be	AUX
globalce-261	13	11	permitted	permit	VERB
globalce-261	13	12	,	,	PUNCT
globalce-261	13	13	provided	provide	VERB
globalce-261	13	14	the	the	DET
globalce-261	13	15	original	original	ADJ
globalce-261	13	16	author(s	author(s	NOUN
globalce-261	13	17	)	)	PUNCT
globalce-261	13	18	and	and	CCONJ
globalce-261	13	19	the	the	DET
globalce-261	13	20	copyright	copyright	NOUN
globalce-261	13	21	owner(s	owner(s	NOUN
globalce-261	13	22	)	)	PUNCT
globalce-261	13	23	are	be	AUX
globalce-261	13	24	credited	credit	VERB
globalce-261	13	25	and	and	CCONJ
globalce-261	13	26	that	that	SCONJ
globalce-261	13	27	the	the	DET
globalce-261	13	28	original	original	ADJ
globalce-261	13	29	publication	publication	NOUN
globalce-261	13	30	in	in	ADP
globalce-261	13	31	this	this	DET
globalce-261	13	32	journal	journal	NOUN
globalce-261	13	33	is	be	AUX
globalce-261	13	34	cited	cite	VERB
globalce-261	13	35	,	,	PUNCT
globalce-261	13	36	in	in	ADP
globalce-261	13	37	accordance	accordance	NOUN
globalce-261	13	38	with	with	ADP
globalce-261	13	39	accepted	accept	VERB
globalce-261	13	40	academic	academic	ADJ
globalce-261	13	41	practice	practice	NOUN
globalce-261	13	42	.	.	PUNCT
globalce-261	14	1	no	no	DET
globalce-261	14	2	use	use	NOUN
globalce-261	14	3	,	,	PUNCT
globalce-261	14	4	distribution	distribution	NOUN
globalce-261	14	5	or	or	CCONJ
globalce-261	14	6	reproduction	reproduction	NOUN
globalce-261	14	7	is	be	AUX
globalce-261	14	8	permitted	permit	VERB
globalce-261	14	9	which	which	PRON
globalce-261	14	10	does	do	AUX
globalce-261	14	11	not	not	PART
globalce-261	14	12	comply	comply	VERB
globalce-261	14	13	with	with	ADP
globalce-261	14	14	these	these	DET
globalce-261	14	15	terms	term	NOUN
globalce-261	14	16	.	.	PUNCT
globalce-261	14	17	http://www.globalce.org	http://www.globalce.org	PUNCT
globalce-261	15	1	http://globalce.org	http://globalce.org	PROPN
globalce-261	15	2	http://globalce.org	http://globalce.org	PROPN
globalce-261	15	3	mailto:georgios.lyssas@gmail.com	mailto:georgios.lyssas@gmail.com	X
globalce-261	15	4	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN
globalce-261	15	5	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN
globalce-261	15	6	j	j	PROPN
globalce-261	15	7	global	global	ADJ
globalce-261	15	8	clinical	clinical	ADJ
globalce-261	15	9	engineering	engineering	PROPN
globalce-261	15	10	vol.6	vol.6	PROPN
globalce-261	15	11	special	special	ADJ
globalce-261	15	12	issue	issue	NOUN
globalce-261	15	13	6	6	NUM
globalce-261	15	14	:	:	SYM
globalce-261	15	15	2024	2024	NUM
globalce-261	15	16	58	58	NUM
globalce-261	15	17	introduction	introduction	NOUN
globalce-261	15	18	people	people	NOUN
globalce-261	15	19	who	who	PRON
globalce-261	15	20	suffer	suffer	VERB
globalce-261	15	21	from	from	ADP
globalce-261	15	22	spinal	spinal	ADJ
globalce-261	15	23	cord	cord	NOUN
globalce-261	15	24	injury	injury	NOUN
globalce-261	15	25	or	or	CCONJ
globalce-261	15	26	are	be	AUX
globalce-261	15	27	stroke	stroke	NOUN
globalce-261	15	28	survivors	survivor	NOUN
globalce-261	15	29	experience	experience	VERB
globalce-261	15	30	a	a	DET
globalce-261	15	31	loss	loss	NOUN
globalce-261	15	32	in	in	ADP
globalce-261	15	33	their	their	PRON
globalce-261	15	34	mobility	mobility	NOUN
globalce-261	15	35	as	as	ADP
globalce-261	15	36	an	an	DET
globalce-261	15	37	aftereffect	aftereffect	NOUN
globalce-261	15	38	of	of	ADP
globalce-261	15	39	their	their	PRON
globalce-261	15	40	condition.1	condition.1	NOUN
globalce-261	15	41	to	to	PART
globalce-261	15	42	combat	combat	VERB
globalce-261	15	43	these	these	DET
globalce-261	15	44	aftereffects	aftereffect	NOUN
globalce-261	15	45	,	,	PUNCT
globalce-261	15	46	functional	functional	ADJ
globalce-261	15	47	rehabilitation	rehabilitation	NOUN
globalce-261	15	48	is	be	AUX
globalce-261	15	49	used	use	VERB
globalce-261	15	50	.	.	PUNCT
globalce-261	16	1	in	in	ADP
globalce-261	16	2	cases	case	NOUN
globalce-261	16	3	of	of	ADP
globalce-261	16	4	movement	movement	NOUN
globalce-261	16	5	loss	loss	NOUN
globalce-261	16	6	,	,	PUNCT
globalce-261	16	7	the	the	DET
globalce-261	16	8	activation	activation	NOUN
globalce-261	16	9	of	of	ADP
globalce-261	16	10	the	the	DET
globalce-261	16	11	muscles	muscle	NOUN
globalce-261	16	12	is	be	AUX
globalce-261	16	13	not	not	PART
globalce-261	16	14	visible	visible	ADJ
globalce-261	16	15	in	in	ADP
globalce-261	16	16	most	most	ADJ
globalce-261	16	17	cases	case	NOUN
globalce-261	16	18	,	,	PUNCT
globalce-261	16	19	this	this	PRON
globalce-261	16	20	is	be	AUX
globalce-261	16	21	a	a	DET
globalce-261	16	22	problem	problem	NOUN
globalce-261	16	23	that	that	PRON
globalce-261	16	24	is	be	AUX
globalce-261	16	25	impacting	impact	VERB
globalce-261	16	26	rehabilitation	rehabilitation	NOUN
globalce-261	16	27	practitioners	practitioner	NOUN
globalce-261	16	28	and	and	CCONJ
globalce-261	16	29	a	a	DET
globalce-261	16	30	solution	solution	NOUN
globalce-261	16	31	needs	need	VERB
globalce-261	16	32	to	to	PART
globalce-261	16	33	be	be	AUX
globalce-261	16	34	proposed	propose	VERB
globalce-261	16	35	.	.	PUNCT
globalce-261	17	1	in	in	ADP
globalce-261	17	2	this	this	DET
globalce-261	17	3	research	research	NOUN
globalce-261	17	4	,	,	PUNCT
globalce-261	17	5	a	a	DET
globalce-261	17	6	solution	solution	NOUN
globalce-261	17	7	to	to	ADP
globalce-261	17	8	this	this	DET
globalce-261	17	9	problem	problem	NOUN
globalce-261	17	10	was	be	AUX
globalce-261	17	11	explored	explore	VERB
globalce-261	17	12	with	with	ADP
globalce-261	17	13	the	the	DET
globalce-261	17	14	creation	creation	NOUN
globalce-261	17	15	of	of	ADP
globalce-261	17	16	a	a	DET
globalce-261	17	17	machine	machine	NOUN
globalce-261	17	18	learning	learn	VERB
globalce-261	17	19	model	model	NOUN
globalce-261	17	20	that	that	PRON
globalce-261	17	21	is	be	AUX
globalce-261	17	22	trained	train	VERB
globalce-261	17	23	to	to	PART
globalce-261	17	24	recognize	recognize	VERB
globalce-261	17	25	and	and	CCONJ
globalce-261	17	26	categorize	categorize	VERB
globalce-261	17	27	the	the	DET
globalce-261	17	28	electromyography	electromyography	NOUN
globalce-261	17	29	signals	signal	NOUN
globalce-261	17	30	that	that	PRON
globalce-261	17	31	are	be	AUX
globalce-261	17	32	produced	produce	VERB
globalce-261	17	33	from	from	ADP
globalce-261	17	34	the	the	DET
globalce-261	17	35	activation	activation	NOUN
globalce-261	17	36	of	of	ADP
globalce-261	17	37	the	the	DET
globalce-261	17	38	skeletal	skeletal	ADJ
globalce-261	17	39	muscles	muscle	NOUN
globalce-261	17	40	.	.	PUNCT
globalce-261	18	1	this	this	DET
globalce-261	18	2	model	model	NOUN
globalce-261	18	3	simulates	simulate	VERB
globalce-261	18	4	a	a	DET
globalce-261	18	5	state	state	NOUN
globalce-261	18	6	machine	machine	NOUN
globalce-261	18	7	of	of	ADP
globalce-261	18	8	the	the	DET
globalce-261	18	9	human	human	ADJ
globalce-261	18	10	skeletal	skeletal	ADJ
globalce-261	18	11	muscle	muscle	NOUN
globalce-261	18	12	and	and	CCONJ
globalce-261	18	13	the	the	DET
globalce-261	18	14	states	state	NOUN
globalce-261	18	15	recognized	recognize	VERB
globalce-261	18	16	were	be	AUX
globalce-261	18	17	the	the	DET
globalce-261	18	18	state	state	NOUN
globalce-261	18	19	of	of	ADP
globalce-261	18	20	no	no	DET
globalce-261	18	21	activation	activation	NOUN
globalce-261	18	22	,	,	PUNCT
globalce-261	18	23	the	the	DET
globalce-261	18	24	activation	activation	NOUN
globalce-261	18	25	state	state	NOUN
globalce-261	18	26	,	,	PUNCT
globalce-261	18	27	and	and	CCONJ
globalce-261	18	28	the	the	DET
globalce-261	18	29	muscle	muscle	NOUN
globalce-261	18	30	fatigue	fatigue	NOUN
globalce-261	18	31	state	state	NOUN
globalce-261	18	32	.	.	PUNCT
globalce-261	19	1	these	these	DET
globalce-261	19	2	states	state	NOUN
globalce-261	19	3	were	be	AUX
globalce-261	19	4	selected	select	VERB
globalce-261	19	5	due	due	ADP
globalce-261	19	6	to	to	ADP
globalce-261	19	7	their	their	PRON
globalce-261	19	8	high	high	ADJ
globalce-261	19	9	importance	importance	NOUN
globalce-261	19	10	in	in	ADP
globalce-261	19	11	the	the	DET
globalce-261	19	12	procedure	procedure	NOUN
globalce-261	19	13	of	of	ADP
globalce-261	19	14	patient	patient	ADJ
globalce-261	19	15	rehabilitation	rehabilitation	NOUN
globalce-261	19	16	.	.	PUNCT
globalce-261	20	1	to	to	PART
globalce-261	20	2	train	train	VERB
globalce-261	20	3	the	the	DET
globalce-261	20	4	model	model	NOUN
globalce-261	20	5	for	for	ADP
globalce-261	20	6	recognizing	recognize	VERB
globalce-261	20	7	the	the	DET
globalce-261	20	8	muscle	muscle	NOUN
globalce-261	20	9	states	state	VERB
globalce-261	20	10	an	an	DET
globalce-261	20	11	extensive	extensive	ADJ
globalce-261	20	12	database	database	NOUN
globalce-261	20	13	of	of	ADP
globalce-261	20	14	electromyography	electromyography	NOUN
globalce-261	20	15	signals	signal	NOUN
globalce-261	20	16	must	must	AUX
globalce-261	20	17	be	be	AUX
globalce-261	20	18	produced.2	produced.2	NOUN
globalce-261	20	19	materials	material	NOUN
globalce-261	20	20	and	and	CCONJ
globalce-261	20	21	methods	method	NOUN
globalce-261	20	22	in	in	ADP
globalce-261	20	23	this	this	DET
globalce-261	20	24	research	research	NOUN
globalce-261	20	25	there	there	PRON
globalce-261	20	26	were	be	VERB
globalce-261	20	27	no	no	DET
globalce-261	20	28	open	open	ADJ
globalce-261	20	29	-	-	PUNCT
globalce-261	20	30	source	source	NOUN
globalce-261	20	31	databases	database	NOUN
globalce-261	20	32	that	that	PRON
globalce-261	20	33	were	be	AUX
globalce-261	20	34	relevant	relevant	ADJ
globalce-261	20	35	to	to	ADP
globalce-261	20	36	the	the	DET
globalce-261	20	37	recognition	recognition	NOUN
globalce-261	20	38	of	of	ADP
globalce-261	20	39	the	the	DET
globalce-261	20	40	muscle	muscle	NOUN
globalce-261	20	41	states	state	NOUN
globalce-261	20	42	,	,	PUNCT
globalce-261	20	43	therefore	therefore	ADV
globalce-261	20	44	the	the	DET
globalce-261	20	45	creation	creation	NOUN
globalce-261	20	46	of	of	ADP
globalce-261	20	47	such	such	DET
globalce-261	20	48	a	a	DET
globalce-261	20	49	database	database	NOUN
globalce-261	20	50	was	be	AUX
globalce-261	20	51	imminent	imminent	ADJ
globalce-261	20	52	.	.	PUNCT
globalce-261	21	1	for	for	ADP
globalce-261	21	2	the	the	DET
globalce-261	21	3	creation	creation	NOUN
globalce-261	21	4	of	of	ADP
globalce-261	21	5	a	a	DET
globalce-261	21	6	database	database	NOUN
globalce-261	21	7	,	,	PUNCT
globalce-261	21	8	a	a	DET
globalce-261	21	9	measurement	measurement	NOUN
globalce-261	21	10	protocol	protocol	NOUN
globalce-261	21	11	was	be	AUX
globalce-261	21	12	made	make	VERB
globalce-261	21	13	and	and	CCONJ
globalce-261	21	14	introduced	introduce	VERB
globalce-261	21	15	in	in	ADP
globalce-261	21	16	this	this	DET
globalce-261	21	17	research	research	NOUN
globalce-261	21	18	with	with	ADP
globalce-261	21	19	the	the	DET
globalce-261	21	20	scope	scope	NOUN
globalce-261	21	21	of	of	ADP
globalce-261	21	22	measuring	measure	VERB
globalce-261	21	23	the	the	DET
globalce-261	21	24	states	state	NOUN
globalce-261	21	25	of	of	ADP
globalce-261	21	26	the	the	DET
globalce-261	21	27	human	human	ADJ
globalce-261	21	28	skeletal	skeletal	ADJ
globalce-261	21	29	muscle	muscle	NOUN
globalce-261	21	30	.	.	PUNCT
globalce-261	22	1	this	this	DET
globalce-261	22	2	protocol	protocol	NOUN
globalce-261	22	3	targeted	target	VERB
globalce-261	22	4	the	the	DET
globalce-261	22	5	muscles	muscle	NOUN
globalce-261	22	6	of	of	ADP
globalce-261	22	7	the	the	DET
globalce-261	22	8	upper	upper	ADJ
globalce-261	22	9	extremities	extremity	NOUN
globalce-261	22	10	specifically	specifically	ADV
globalce-261	22	11	the	the	DET
globalce-261	22	12	bicep	bicep	NOUN
globalce-261	22	13	and	and	CCONJ
globalce-261	22	14	triceps	triceps	ADJ
globalce-261	22	15	muscles	muscle	NOUN
globalce-261	22	16	of	of	ADP
globalce-261	22	17	both	both	DET
globalce-261	22	18	arms	arm	NOUN
globalce-261	22	19	as	as	SCONJ
globalce-261	22	20	it	it	PRON
globalce-261	22	21	is	be	AUX
globalce-261	22	22	illustrated	illustrate	VERB
globalce-261	22	23	in	in	ADP
globalce-261	22	24	figures	figure	NOUN
globalce-261	22	25	1	1	NUM
globalce-261	22	26	and	and	CCONJ
globalce-261	22	27	2	2	NUM
globalce-261	22	28	.	.	PUNCT
globalce-261	23	1	the	the	DET
globalce-261	23	2	exercises	exercise	NOUN
globalce-261	23	3	introduced	introduce	VERB
globalce-261	23	4	were	be	AUX
globalce-261	23	5	a	a	DET
globalce-261	23	6	set	set	NOUN
globalce-261	23	7	of	of	ADP
globalce-261	23	8	10	10	NUM
globalce-261	23	9	isometric	isometric	ADJ
globalce-261	23	10	contractions	contraction	NOUN
globalce-261	23	11	of	of	ADP
globalce-261	23	12	the	the	DET
globalce-261	23	13	muscle	muscle	NOUN
globalce-261	23	14	without	without	ADP
globalce-261	23	15	any	any	DET
globalce-261	23	16	external	external	ADJ
globalce-261	23	17	weight	weight	NOUN
globalce-261	23	18	for	for	ADP
globalce-261	23	19	measuring	measure	VERB
globalce-261	23	20	the	the	DET
globalce-261	23	21	baseline	baseline	ADJ
globalce-261	23	22	activation	activation	NOUN
globalce-261	23	23	of	of	ADP
globalce-261	23	24	the	the	DET
globalce-261	23	25	muscle	muscle	NOUN
globalce-261	23	26	,	,	PUNCT
globalce-261	23	27	a	a	DET
globalce-261	23	28	continuous	continuous	ADJ
globalce-261	23	29	maximum	maximum	ADJ
globalce-261	23	30	contraction	contraction	NOUN
globalce-261	23	31	of	of	ADP
globalce-261	23	32	the	the	DET
globalce-261	23	33	muscle	muscle	NOUN
globalce-261	23	34	that	that	PRON
globalce-261	23	35	was	be	AUX
globalce-261	23	36	held	hold	VERB
globalce-261	23	37	for	for	ADP
globalce-261	23	38	10	10	NUM
globalce-261	23	39	seconds	second	NOUN
globalce-261	23	40	so	so	SCONJ
globalce-261	23	41	that	that	SCONJ
globalce-261	23	42	the	the	DET
globalce-261	23	43	maximum	maximum	ADJ
globalce-261	23	44	contraction	contraction	NOUN
globalce-261	23	45	signal	signal	NOUN
globalce-261	23	46	could	could	AUX
globalce-261	23	47	be	be	AUX
globalce-261	23	48	measured	measure	VERB
globalce-261	23	49	and	and	CCONJ
globalce-261	23	50	lastly	lastly	ADV
globalce-261	23	51	,	,	PUNCT
globalce-261	23	52	a	a	DET
globalce-261	23	53	set	set	NOUN
globalce-261	23	54	of	of	ADP
globalce-261	23	55	isometric	isometric	ADJ
globalce-261	23	56	contractions	contraction	NOUN
globalce-261	23	57	with	with	ADP
globalce-261	23	58	an	an	DET
globalce-261	23	59	external	external	ADJ
globalce-261	23	60	weight	weight	NOUN
globalce-261	23	61	of	of	ADP
globalce-261	23	62	5	5	NUM
globalce-261	23	63	kg	kg	NOUN
globalce-261	23	64	until	until	SCONJ
globalce-261	23	65	the	the	DET
globalce-261	23	66	subject	subject	NOUN
globalce-261	23	67	was	be	AUX
globalce-261	23	68	unable	unable	ADJ
globalce-261	23	69	to	to	PART
globalce-261	23	70	continue	continue	VERB
globalce-261	23	71	,	,	PUNCT
globalce-261	23	72	which	which	PRON
globalce-261	23	73	was	be	AUX
globalce-261	23	74	the	the	DET
globalce-261	23	75	start	start	NOUN
globalce-261	23	76	of	of	ADP
globalce-261	23	77	muscle	muscle	NOUN
globalce-261	23	78	fatigue	fatigue	NOUN
globalce-261	23	79	.	.	PUNCT
globalce-261	24	1	in	in	ADP
globalce-261	24	2	the	the	DET
globalce-261	24	3	last	last	ADJ
globalce-261	24	4	set	set	NOUN
globalce-261	24	5	of	of	ADP
globalce-261	24	6	exercises	exercise	NOUN
globalce-261	24	7	,	,	PUNCT
globalce-261	24	8	the	the	DET
globalce-261	24	9	goal	goal	NOUN
globalce-261	24	10	was	be	AUX
globalce-261	24	11	to	to	PART
globalce-261	24	12	have	have	VERB
globalce-261	24	13	an	an	DET
globalce-261	24	14	electromyography	electromyography	NOUN
globalce-261	24	15	signal	signal	NOUN
globalce-261	24	16	that	that	PRON
globalce-261	24	17	included	include	VERB
globalce-261	24	18	all	all	DET
globalce-261	24	19	the	the	DET
globalce-261	24	20	muscle	muscle	NOUN
globalce-261	24	21	states	state	NOUN
globalce-261	24	22	and	and	CCONJ
globalce-261	24	23	the	the	DET
globalce-261	24	24	transition	transition	NOUN
globalce-261	24	25	between	between	ADP
globalce-261	24	26	those	those	DET
globalce-261	24	27	states	state	NOUN
globalce-261	24	28	.	.	PUNCT
globalce-261	25	1	those	those	DET
globalce-261	25	2	exercises	exercise	NOUN
globalce-261	25	3	were	be	AUX
globalce-261	25	4	performed	perform	VERB
globalce-261	25	5	for	for	ADP
globalce-261	25	6	both	both	CCONJ
globalce-261	25	7	the	the	DET
globalce-261	25	8	bicep	bicep	NOUN
globalce-261	25	9	and	and	CCONJ
globalce-261	25	10	tricep	tricep	ADJ
globalce-261	25	11	muscles	muscle	NOUN
globalce-261	25	12	of	of	ADP
globalce-261	25	13	both	both	DET
globalce-261	25	14	arms	arm	NOUN
globalce-261	25	15	of	of	ADP
globalce-261	25	16	the	the	DET
globalce-261	25	17	subjects	subject	NOUN
globalce-261	25	18	.	.	PUNCT
globalce-261	26	1	the	the	DET
globalce-261	26	2	number	number	NOUN
globalce-261	26	3	of	of	ADP
globalce-261	26	4	subjects	subject	NOUN
globalce-261	26	5	that	that	PRON
globalce-261	26	6	participated	participate	VERB
globalce-261	26	7	in	in	ADP
globalce-261	26	8	this	this	DET
globalce-261	26	9	procedure	procedure	NOUN
globalce-261	26	10	was	be	AUX
globalce-261	26	11	20	20	NUM
globalce-261	26	12	.	.	NUM
globalce-261	26	13	13	13	NUM
globalce-261	26	14	of	of	ADP
globalce-261	26	15	which	which	PRON
globalce-261	26	16	were	be	AUX
globalce-261	26	17	male	male	ADJ
globalce-261	26	18	and	and	CCONJ
globalce-261	26	19	7	7	NUM
globalce-261	26	20	were	be	AUX
globalce-261	26	21	female	female	ADJ
globalce-261	26	22	with	with	ADP
globalce-261	26	23	a	a	DET
globalce-261	26	24	mean	mean	ADJ
globalce-261	26	25	age	age	NOUN
globalce-261	26	26	of	of	ADP
globalce-261	26	27	27	27	NUM
globalce-261	26	28	,	,	PUNCT
globalce-261	26	29	and	and	CCONJ
globalce-261	26	30	the	the	DET
globalce-261	26	31	subjects	subject	NOUN
globalce-261	26	32	that	that	PRON
globalce-261	26	33	were	be	AUX
globalce-261	26	34	a	a	DET
globalce-261	26	35	part	part	NOUN
globalce-261	26	36	of	of	ADP
globalce-261	26	37	this	this	DET
globalce-261	26	38	research	research	NOUN
globalce-261	26	39	were	be	AUX
globalce-261	26	40	selected	select	VERB
globalce-261	26	41	.	.	PUNCT
globalce-261	27	1	the	the	DET
globalce-261	27	2	measurements	measurement	NOUN
globalce-261	27	3	were	be	AUX
globalce-261	27	4	recorded	record	VERB
globalce-261	27	5	by	by	ADP
globalce-261	27	6	a	a	DET
globalce-261	27	7	nexus	nexus	NOUN
globalce-261	27	8	mkii	mkii	PROPN
globalce-261	27	9	medical	medical	ADJ
globalce-261	27	10	device	device	NOUN
globalce-261	27	11	,	,	PUNCT
globalce-261	27	12	and	and	CCONJ
globalce-261	27	13	the	the	DET
globalce-261	27	14	files	file	NOUN
globalce-261	27	15	of	of	ADP
globalce-261	27	16	the	the	DET
globalce-261	27	17	measurements	measurement	NOUN
globalce-261	27	18	were	be	AUX
globalce-261	27	19	later	later	ADV
globalce-261	27	20	extracted	extract	VERB
globalce-261	27	21	for	for	ADP
globalce-261	27	22	a	a	DET
globalce-261	27	23	signal	signal	ADJ
globalce-261	27	24	processing	processing	NOUN
globalce-261	27	25	sequence	sequence	NOUN
globalce-261	27	26	that	that	PRON
globalce-261	27	27	created	create	VERB
globalce-261	27	28	the	the	DET
globalce-261	27	29	final	final	ADJ
globalce-261	27	30	database	database	NOUN
globalce-261	27	31	for	for	ADP
globalce-261	27	32	training	train	VERB
globalce-261	27	33	the	the	DET
globalce-261	27	34	machine	machine	NOUN
globalce-261	27	35	learning	learn	VERB
globalce-261	27	36	model.3	model.3	NOUN
globalce-261	27	37	after	after	ADP
globalce-261	27	38	the	the	DET
globalce-261	27	39	extraction	extraction	NOUN
globalce-261	27	40	of	of	ADP
globalce-261	27	41	the	the	DET
globalce-261	27	42	files	file	NOUN
globalce-261	27	43	of	of	ADP
globalce-261	27	44	the	the	DET
globalce-261	27	45	measurements	measurement	NOUN
globalce-261	27	46	the	the	DET
globalce-261	27	47	procedure	procedure	NOUN
globalce-261	27	48	followed	follow	VERB
globalce-261	27	49	is	be	AUX
globalce-261	27	50	shown	show	VERB
globalce-261	27	51	in	in	ADP
globalce-261	27	52	figure	figure	NOUN
globalce-261	27	53	3	3	NUM
globalce-261	27	54	,	,	PUNCT
globalce-261	27	55	the	the	DET
globalce-261	27	56	timeline	timeline	NOUN
globalce-261	27	57	of	of	ADP
globalce-261	27	58	the	the	DET
globalce-261	27	59	signal	signal	NOUN
globalce-261	27	60	is	be	AUX
globalce-261	27	61	in	in	ADP
globalce-261	27	62	the	the	DET
globalce-261	27	63	form	form	NOUN
globalce-261	27	64	of	of	ADP
globalce-261	27	65	a	a	DET
globalce-261	27	66	raw	raw	ADJ
globalce-261	27	67	-	-	PUNCT
globalce-261	27	68	emg	emg	NOUN
globalce-261	27	69	signal	signal	NOUN
globalce-261	27	70	,	,	PUNCT
globalce-261	27	71	this	this	DET
globalce-261	27	72	form	form	NOUN
globalce-261	27	73	includes	include	VERB
globalce-261	27	74	noise	noise	NOUN
globalce-261	27	75	from	from	ADP
globalce-261	27	76	the	the	DET
globalce-261	27	77	recording	recording	NOUN
globalce-261	27	78	and	and	CCONJ
globalce-261	27	79	measuring	measuring	NOUN
globalce-261	27	80	process	process	NOUN
globalce-261	27	81	and	and	CCONJ
globalce-261	27	82	it	it	PRON
globalce-261	27	83	is	be	AUX
globalce-261	27	84	imminent	imminent	ADJ
globalce-261	27	85	to	to	PART
globalce-261	27	86	denoise	denoise	VERB
globalce-261	27	87	the	the	DET
globalce-261	27	88	signal	signal	NOUN
globalce-261	27	89	,	,	PUNCT
globalce-261	27	90	for	for	ADP
globalce-261	27	91	the	the	DET
globalce-261	27	92	features	feature	NOUN
globalce-261	27	93	and	and	CCONJ
globalce-261	27	94	the	the	DET
globalce-261	27	95	information	information	NOUN
globalce-261	27	96	of	of	ADP
globalce-261	27	97	the	the	DET
globalce-261	27	98	signal	signal	NOUN
globalce-261	27	99	to	to	PART
globalce-261	27	100	be	be	AUX
globalce-261	27	101	clear	clear	ADJ
globalce-261	27	102	and	and	CCONJ
globalce-261	27	103	readable	readable	ADJ
globalce-261	27	104	,	,	PUNCT
globalce-261	27	105	the	the	DET
globalce-261	27	106	creation	creation	NOUN
globalce-261	27	107	of	of	ADP
globalce-261	27	108	the	the	DET
globalce-261	27	109	envelope	envelope	NOUN
globalce-261	27	110	of	of	ADP
globalce-261	27	111	the	the	DET
globalce-261	27	112	signal	signal	NOUN
globalce-261	27	113	was	be	AUX
globalce-261	27	114	the	the	DET
globalce-261	27	115	result	result	NOUN
globalce-261	27	116	of	of	ADP
globalce-261	27	117	figure	figure	NOUN
globalce-261	27	118	1	1	NUM
globalce-261	27	119	.	.	PUNCT
globalce-261	27	120	measurement	measurement	NOUN
globalce-261	27	121	protocol	protocol	PROPN
globalce-261	27	122	.	.	PUNCT
globalce-261	28	1	figure	figure	NOUN
globalce-261	28	2	2	2	NUM
globalce-261	28	3	.	.	NOUN
globalce-261	28	4	example	example	NOUN
globalce-261	28	5	of	of	ADP
globalce-261	28	6	measurement	measurement	NOUN
globalce-261	28	7	.	.	PUNCT
globalce-261	28	8	http://www.globalce.org	http://www.globalce.org	PUNCT
globalce-261	29	1	http://globalce.org	http://globalce.org	PROPN
globalce-261	29	2	http://globalce.org	http://globalce.org	PROPN
globalce-261	29	3	59	59	NUM
globalce-261	29	4	j	j	PROPN
globalce-261	29	5	global	global	ADJ
globalce-261	29	6	clinical	clinical	ADJ
globalce-261	29	7	engineering	engineering	PROPN
globalce-261	29	8	vol.6	vol.6	PROPN
globalce-261	29	9	special	special	ADJ
globalce-261	29	10	issue	issue	NOUN
globalce-261	29	11	6	6	NUM
globalce-261	29	12	:	:	SYM
globalce-261	29	13	2024	2024	NUM
globalce-261	29	14	the	the	DET
globalce-261	29	15	denoising	denoise	VERB
globalce-261	29	16	procedure	procedure	NOUN
globalce-261	29	17	.	.	PUNCT
globalce-261	30	1	having	having	AUX
globalce-261	30	2	completed	complete	VERB
globalce-261	30	3	the	the	DET
globalce-261	30	4	denoising	denoise	VERB
globalce-261	30	5	procedure	procedure	NOUN
globalce-261	30	6	the	the	DET
globalce-261	30	7	signal	signal	NOUN
globalce-261	30	8	was	be	AUX
globalce-261	30	9	later	later	ADV
globalce-261	30	10	separated	separate	VERB
globalce-261	30	11	into	into	ADP
globalce-261	30	12	parts	part	NOUN
globalce-261	30	13	that	that	PRON
globalce-261	30	14	contained	contain	VERB
globalce-261	30	15	an	an	DET
globalce-261	30	16	event	event	NOUN
globalce-261	30	17	in	in	ADP
globalce-261	30	18	the	the	DET
globalce-261	30	19	timeline	timeline	NOUN
globalce-261	30	20	of	of	ADP
globalce-261	30	21	the	the	DET
globalce-261	30	22	signal	signal	NOUN
globalce-261	30	23	;	;	PUNCT
globalce-261	30	24	those	those	DET
globalce-261	30	25	parts	part	NOUN
globalce-261	30	26	are	be	AUX
globalce-261	30	27	referred	refer	VERB
globalce-261	30	28	to	to	ADP
globalce-261	30	29	as	as	ADP
globalce-261	30	30	epochs	epoch	NOUN
globalce-261	30	31	and	and	CCONJ
globalce-261	30	32	are	be	AUX
globalce-261	30	33	the	the	DET
globalce-261	30	34	data	data	NOUN
globalce-261	30	35	points	point	NOUN
globalce-261	30	36	of	of	ADP
globalce-261	30	37	the	the	DET
globalce-261	30	38	database	database	NOUN
globalce-261	30	39	that	that	PRON
globalce-261	30	40	was	be	AUX
globalce-261	30	41	created	create	VERB
globalce-261	30	42	.	.	PUNCT
globalce-261	31	1	from	from	ADP
globalce-261	31	2	the	the	DET
globalce-261	31	3	epochs	epoch	NOUN
globalce-261	31	4	created	create	VERB
globalce-261	31	5	features	feature	NOUN
globalce-261	31	6	of	of	ADP
globalce-261	31	7	high	high	ADJ
globalce-261	31	8	importance	importance	NOUN
globalce-261	31	9	to	to	ADP
globalce-261	31	10	the	the	DET
globalce-261	31	11	classification	classification	NOUN
globalce-261	31	12	of	of	ADP
globalce-261	31	13	muscle	muscle	NOUN
globalce-261	31	14	states	state	NOUN
globalce-261	31	15	were	be	AUX
globalce-261	31	16	extracted	extract	VERB
globalce-261	31	17	,	,	PUNCT
globalce-261	31	18	those	those	DET
globalce-261	31	19	features	feature	NOUN
globalce-261	31	20	were	be	AUX
globalce-261	31	21	based	base	VERB
globalce-261	31	22	on	on	ADP
globalce-261	31	23	the	the	DET
globalce-261	31	24	time	time	NOUN
globalce-261	31	25	and	and	CCONJ
globalce-261	31	26	frequency	frequency	NOUN
globalce-261	31	27	domain	domain	NOUN
globalce-261	31	28	and	and	CCONJ
globalce-261	31	29	parameters	parameter	NOUN
globalce-261	31	30	of	of	ADP
globalce-261	31	31	the	the	DET
globalce-261	31	32	signal	signal	ADJ
globalce-261	31	33	shape	shape	NOUN
globalce-261	31	34	.	.	PUNCT
globalce-261	32	1	those	those	DET
globalce-261	32	2	parameters	parameter	NOUN
globalce-261	32	3	were	be	AUX
globalce-261	32	4	the	the	DET
globalce-261	32	5	mean	mean	ADJ
globalce-261	32	6	and	and	CCONJ
globalce-261	32	7	median	median	ADJ
globalce-261	32	8	frequency	frequency	NOUN
globalce-261	32	9	,	,	PUNCT
globalce-261	32	10	the	the	DET
globalce-261	32	11	mean	mean	ADJ
globalce-261	32	12	amplitude	amplitude	NOUN
globalce-261	32	13	,	,	PUNCT
globalce-261	32	14	the	the	DET
globalce-261	32	15	hjorth	hjorth	NOUN
globalce-261	32	16	parameters	parameter	NOUN
globalce-261	32	17	(	(	PUNCT
globalce-261	32	18	activity	activity	NOUN
globalce-261	32	19	,	,	PUNCT
globalce-261	32	20	mobility	mobility	NOUN
globalce-261	32	21	,	,	PUNCT
globalce-261	32	22	complexity	complexity	NOUN
globalce-261	32	23	)	)	PUNCT
globalce-261	32	24	,	,	PUNCT
globalce-261	32	25	the	the	DET
globalce-261	32	26	skewness	skewness	NOUN
globalce-261	32	27	and	and	CCONJ
globalce-261	32	28	kurtosis	kurtosis	NOUN
globalce-261	32	29	of	of	ADP
globalce-261	32	30	the	the	DET
globalce-261	32	31	signal	signal	NOUN
globalce-261	32	32	,	,	PUNCT
globalce-261	32	33	and	and	CCONJ
globalce-261	32	34	also	also	ADV
globalce-261	32	35	the	the	DET
globalce-261	32	36	continuous	continuous	ADJ
globalce-261	32	37	wavelet	wavelet	NOUN
globalce-261	32	38	transform	transform	NOUN
globalce-261	32	39	of	of	ADP
globalce-261	32	40	the	the	DET
globalce-261	32	41	epochs.4–6	epochs.4–6	NOUN
globalce-261	32	42	the	the	DET
globalce-261	32	43	features	feature	NOUN
globalce-261	32	44	underwent	undergo	VERB
globalce-261	32	45	a	a	DET
globalce-261	32	46	power	power	NOUN
globalce-261	32	47	analysis	analysis	NOUN
globalce-261	32	48	the	the	DET
globalce-261	32	49	results	result	NOUN
globalce-261	32	50	of	of	ADP
globalce-261	32	51	which	which	PRON
globalce-261	32	52	can	can	AUX
globalce-261	32	53	be	be	AUX
globalce-261	32	54	seen	see	VERB
globalce-261	32	55	in	in	ADP
globalce-261	32	56	figure	figure	NOUN
globalce-261	32	57	4	4	NUM
globalce-261	32	58	.	.	PUNCT
globalce-261	33	1	all	all	DET
globalce-261	33	2	those	those	DET
globalce-261	33	3	features	feature	NOUN
globalce-261	33	4	were	be	AUX
globalce-261	33	5	later	later	ADV
globalce-261	33	6	introduced	introduce	VERB
globalce-261	33	7	to	to	ADP
globalce-261	33	8	the	the	DET
globalce-261	33	9	machine	machine	NOUN
globalce-261	33	10	learning	learn	VERB
globalce-261	33	11	model	model	NOUN
globalce-261	33	12	for	for	ADP
globalce-261	33	13	the	the	DET
globalce-261	33	14	creation	creation	NOUN
globalce-261	33	15	of	of	ADP
globalce-261	33	16	the	the	DET
globalce-261	33	17	classifier	classifier	NOUN
globalce-261	33	18	(	(	PUNCT
globalce-261	33	19	figure	figure	NOUN
globalce-261	33	20	4	4	NUM
globalce-261	33	21	)	)	PUNCT
globalce-261	33	22	.	.	PUNCT
globalce-261	34	1	after	after	SCONJ
globalce-261	34	2	the	the	DET
globalce-261	34	3	creation	creation	NOUN
globalce-261	34	4	of	of	ADP
globalce-261	34	5	the	the	DET
globalce-261	34	6	database	database	NOUN
globalce-261	34	7	three	three	NUM
globalce-261	34	8	machine	machine	NOUN
globalce-261	34	9	learning	learn	VERB
globalce-261	34	10	techniques	technique	NOUN
globalce-261	34	11	were	be	AUX
globalce-261	34	12	implemented	implement	VERB
globalce-261	34	13	and	and	CCONJ
globalce-261	34	14	compared	compare	VERB
globalce-261	34	15	.	.	PUNCT
globalce-261	35	1	the	the	DET
globalce-261	35	2	techniques	technique	NOUN
globalce-261	35	3	used	use	VERB
globalce-261	35	4	were	be	AUX
globalce-261	35	5	a	a	DET
globalce-261	35	6	random	random	ADJ
globalce-261	35	7	forest	forest	NOUN
globalce-261	35	8	classifier7	classifier7	NOUN
globalce-261	35	9	model	model	NOUN
globalce-261	35	10	(	(	PUNCT
globalce-261	35	11	a	a	DET
globalce-261	35	12	representation	representation	NOUN
globalce-261	35	13	of	of	ADP
globalce-261	35	14	a	a	DET
globalce-261	35	15	tree	tree	NOUN
globalce-261	35	16	can	can	AUX
globalce-261	35	17	be	be	AUX
globalce-261	35	18	seen	see	VERB
globalce-261	35	19	in	in	ADP
globalce-261	35	20	figure	figure	NOUN
globalce-261	35	21	5	5	NUM
globalce-261	35	22	)	)	PUNCT
globalce-261	35	23	,	,	PUNCT
globalce-261	35	24	an	an	DET
globalce-261	35	25	svm	svm	ADJ
globalce-261	35	26	model	model	NOUN
globalce-261	35	27	,	,	PUNCT
globalce-261	35	28	and	and	CCONJ
globalce-261	35	29	a	a	DET
globalce-261	35	30	shallow	shallow	ADJ
globalce-261	35	31	neural	neural	ADJ
globalce-261	35	32	network	network	NOUN
globalce-261	35	33	,	,	PUNCT
globalce-261	35	34	which	which	PRON
globalce-261	35	35	were	be	AUX
globalce-261	35	36	created	create	VERB
globalce-261	35	37	with	with	ADP
globalce-261	35	38	python	python	NOUN
globalce-261	35	39	programming	programming	NOUN
globalce-261	35	40	language	language	NOUN
globalce-261	35	41	and	and	CCONJ
globalce-261	35	42	with	with	SCONJ
globalce-261	35	43	the	the	DET
globalce-261	35	44	use	use	NOUN
globalce-261	35	45	of	of	ADP
globalce-261	35	46	the	the	DET
globalce-261	35	47	scikit	scikit	NOUN
globalce-261	35	48	learn	learn	VERB
globalce-261	35	49	and	and	CCONJ
globalce-261	35	50	tensorflow	tensorflow	PROPN
globalce-261	35	51	keras	keras	PROPN
globalce-261	35	52	libraries	library	NOUN
globalce-261	35	53	.	.	PUNCT
globalce-261	36	1	those	those	DET
globalce-261	36	2	models	model	NOUN
globalce-261	36	3	were	be	AUX
globalce-261	36	4	trained	train	VERB
globalce-261	36	5	with	with	ADP
globalce-261	36	6	the	the	DET
globalce-261	36	7	created	create	VERB
globalce-261	36	8	database	database	NOUN
globalce-261	36	9	and	and	CCONJ
globalce-261	36	10	their	their	PRON
globalce-261	36	11	speed	speed	NOUN
globalce-261	36	12	and	and	CCONJ
globalce-261	36	13	reliability	reliability	NOUN
globalce-261	36	14	in	in	ADP
globalce-261	36	15	their	their	PRON
globalce-261	36	16	results	result	NOUN
globalce-261	36	17	were	be	AUX
globalce-261	36	18	measured	measure	VERB
globalce-261	36	19	so	so	SCONJ
globalce-261	36	20	that	that	SCONJ
globalce-261	36	21	the	the	DET
globalce-261	36	22	optimal	optimal	ADJ
globalce-261	36	23	between	between	ADP
globalce-261	36	24	the	the	DET
globalce-261	36	25	three	three	NUM
globalce-261	36	26	models	model	NOUN
globalce-261	36	27	could	could	AUX
globalce-261	36	28	be	be	AUX
globalce-261	36	29	chosen	choose	VERB
globalce-261	36	30	as	as	ADP
globalce-261	36	31	the	the	DET
globalce-261	36	32	muscle	muscle	NOUN
globalce-261	36	33	state	state	NOUN
globalce-261	36	34	machine.8	machine.8	PROPN
globalce-261	36	35	results	result	NOUN
globalce-261	36	36	and	and	CCONJ
globalce-261	36	37	discussion	discussion	NOUN
globalce-261	36	38	for	for	ADP
globalce-261	36	39	the	the	DET
globalce-261	36	40	comparison	comparison	NOUN
globalce-261	36	41	between	between	ADP
globalce-261	36	42	the	the	DET
globalce-261	36	43	efficiency	efficiency	NOUN
globalce-261	36	44	and	and	CCONJ
globalce-261	36	45	reliability	reliability	NOUN
globalce-261	36	46	of	of	ADP
globalce-261	36	47	the	the	DET
globalce-261	36	48	machine	machine	NOUN
globalce-261	36	49	learning	learning	NOUN
globalce-261	36	50	models	model	VERB
globalce-261	36	51	the	the	DET
globalce-261	36	52	use	use	NOUN
globalce-261	36	53	of	of	ADP
globalce-261	36	54	metrics	metric	NOUN
globalce-261	36	55	is	be	AUX
globalce-261	36	56	the	the	DET
globalce-261	36	57	discerning	discern	VERB
globalce-261	36	58	factor	factor	NOUN
globalce-261	36	59	between	between	ADP
globalce-261	36	60	those	those	DET
globalce-261	36	61	models	model	NOUN
globalce-261	36	62	.	.	PUNCT
globalce-261	37	1	the	the	DET
globalce-261	37	2	metrics	metric	NOUN
globalce-261	37	3	that	that	PRON
globalce-261	37	4	were	be	AUX
globalce-261	37	5	used	use	VERB
globalce-261	37	6	can	can	AUX
globalce-261	37	7	be	be	AUX
globalce-261	37	8	seen	see	VERB
globalce-261	37	9	in	in	ADP
globalce-261	37	10	figure	figure	NOUN
globalce-261	37	11	6	6	NUM
globalce-261	37	12	where	where	SCONJ
globalce-261	37	13	it	it	PRON
globalce-261	37	14	is	be	AUX
globalce-261	37	15	apparent	apparent	ADJ
globalce-261	37	16	that	that	SCONJ
globalce-261	37	17	the	the	DET
globalce-261	37	18	random	random	ADJ
globalce-261	37	19	forest	forest	NOUN
globalce-261	37	20	classifier	classifier	PROPN
globalce-261	37	21	model	model	PROPN
globalce-261	37	22	achieved	achieve	VERB
globalce-261	37	23	the	the	DET
globalce-261	37	24	highest	high	ADJ
globalce-261	37	25	score	score	NOUN
globalce-261	37	26	among	among	ADP
globalce-261	37	27	the	the	DET
globalce-261	37	28	other	other	ADJ
globalce-261	37	29	models	model	NOUN
globalce-261	37	30	.	.	PUNCT
globalce-261	38	1	discussion	discussion	NOUN
globalce-261	38	2	in	in	ADP
globalce-261	38	3	conclusion	conclusion	NOUN
globalce-261	38	4	,	,	PUNCT
globalce-261	38	5	the	the	DET
globalce-261	38	6	reliability	reliability	NOUN
globalce-261	38	7	and	and	CCONJ
globalce-261	38	8	the	the	DET
globalce-261	38	9	adaptability	adaptability	NOUN
globalce-261	38	10	of	of	ADP
globalce-261	38	11	the	the	DET
globalce-261	38	12	random	random	ADJ
globalce-261	38	13	forest	forest	NOUN
globalce-261	38	14	model	model	NOUN
globalce-261	38	15	is	be	AUX
globalce-261	38	16	the	the	DET
globalce-261	38	17	best	good	ADJ
globalce-261	38	18	choice	choice	NOUN
globalce-261	38	19	for	for	ADP
globalce-261	38	20	the	the	DET
globalce-261	38	21	recognition	recognition	NOUN
globalce-261	38	22	and	and	CCONJ
globalce-261	38	23	classification	classification	NOUN
globalce-261	38	24	of	of	ADP
globalce-261	38	25	emg	emg	NOUN
globalce-261	38	26	signals	signal	NOUN
globalce-261	38	27	to	to	ADP
globalce-261	38	28	muscle	muscle	NOUN
globalce-261	38	29	states	state	NOUN
globalce-261	38	30	,	,	PUNCT
globalce-261	38	31	in	in	ADP
globalce-261	38	32	this	this	DET
globalce-261	38	33	application	application	NOUN
globalce-261	38	34	with	with	ADP
globalce-261	38	35	a	a	DET
globalce-261	38	36	small	small	ADJ
globalce-261	38	37	sample	sample	NOUN
globalce-261	38	38	size	size	NOUN
globalce-261	38	39	.	.	PUNCT
globalce-261	39	1	although	although	SCONJ
globalce-261	39	2	these	these	DET
globalce-261	39	3	results	result	NOUN
globalce-261	39	4	show	show	VERB
globalce-261	39	5	that	that	SCONJ
globalce-261	39	6	the	the	DET
globalce-261	39	7	random	random	ADJ
globalce-261	39	8	forest	forest	NOUN
globalce-261	39	9	model	model	NOUN
globalce-261	39	10	is	be	AUX
globalce-261	39	11	the	the	DET
globalce-261	39	12	best	good	ADJ
globalce-261	39	13	choice	choice	NOUN
globalce-261	39	14	among	among	ADP
globalce-261	39	15	the	the	DET
globalce-261	39	16	other	other	ADJ
globalce-261	39	17	models	model	NOUN
globalce-261	39	18	the	the	DET
globalce-261	39	19	effective	effective	ADJ
globalce-261	39	20	database	database	NOUN
globalce-261	39	21	for	for	ADP
globalce-261	39	22	the	the	DET
globalce-261	39	23	training	training	NOUN
globalce-261	39	24	of	of	ADP
globalce-261	39	25	these	these	DET
globalce-261	39	26	models	model	NOUN
globalce-261	39	27	was	be	AUX
globalce-261	39	28	quite	quite	ADV
globalce-261	39	29	limited	limited	ADJ
globalce-261	39	30	and	and	CCONJ
globalce-261	39	31	the	the	DET
globalce-261	39	32	accuracy	accuracy	NOUN
globalce-261	39	33	with	with	ADP
globalce-261	39	34	which	which	PRON
globalce-261	39	35	those	those	DET
globalce-261	39	36	models	model	NOUN
globalce-261	39	37	recognize	recognize	VERB
globalce-261	39	38	the	the	DET
globalce-261	39	39	muscle	muscle	NOUN
globalce-261	39	40	states	state	NOUN
globalce-261	39	41	is	be	AUX
globalce-261	39	42	certainly	certainly	ADV
globalce-261	39	43	influenced	influence	VERB
globalce-261	39	44	.	.	PUNCT
globalce-261	40	1	this	this	PRON
globalce-261	40	2	leads	lead	VERB
globalce-261	40	3	to	to	ADP
globalce-261	40	4	the	the	DET
globalce-261	40	5	need	need	NOUN
globalce-261	40	6	for	for	SCONJ
globalce-261	40	7	the	the	DET
globalce-261	40	8	creation	creation	NOUN
globalce-261	40	9	of	of	ADP
globalce-261	40	10	a	a	DET
globalce-261	40	11	completed	complete	VERB
globalce-261	40	12	and	and	CCONJ
globalce-261	40	13	reliable	reliable	ADJ
globalce-261	40	14	electromyography	electromyography	NOUN
globalce-261	40	15	signals	signal	VERB
globalce-261	40	16	database	database	NOUN
globalce-261	40	17	to	to	PART
globalce-261	40	18	further	far	ADV
globalce-261	40	19	encourage	encourage	VERB
globalce-261	40	20	the	the	DET
globalce-261	40	21	use	use	NOUN
globalce-261	40	22	of	of	ADP
globalce-261	40	23	ml	ml	NOUN
globalce-261	40	24	in	in	ADP
globalce-261	40	25	biomedical	biomedical	ADJ
globalce-261	40	26	applications	application	NOUN
globalce-261	40	27	.	.	PUNCT
globalce-261	41	1	figure	figure	VERB
globalce-261	41	2	3	3	NUM
globalce-261	41	3	.	.	NOUN
globalce-261	41	4	signal	signal	VERB
globalce-261	41	5	analysis	analysis	NOUN
globalce-261	41	6	procedure	procedure	NOUN
globalce-261	41	7	.	.	PUNCT
globalce-261	42	1	figure	figure	NOUN
globalce-261	42	2	4	4	NUM
globalce-261	42	3	.	.	PUNCT
globalce-261	42	4	signal	signal	PROPN
globalce-261	42	5	features	feature	VERB
globalce-261	42	6	power	power	NOUN
globalce-261	42	7	analysis	analysis	NOUN
globalce-261	42	8	.	.	PUNCT
globalce-261	42	9	http://www.globalce.org	http://www.globalce.org	PUNCT
globalce-261	43	1	http://globalce.org	http://globalce.org	PROPN
globalce-261	43	2	http://globalce.org	http://globalce.org	PROPN
globalce-261	43	3	j	j	PROPN
globalce-261	43	4	global	global	ADJ
globalce-261	43	5	clinical	clinical	ADJ
globalce-261	43	6	engineering	engineering	PROPN
globalce-261	43	7	vol.6	vol.6	PROPN
globalce-261	43	8	special	special	ADJ
globalce-261	43	9	issue	issue	NOUN
globalce-261	43	10	6	6	NUM
globalce-261	43	11	:	:	SYM
globalce-261	43	12	2024	2024	NUM
globalce-261	43	13	60	60	NUM
globalce-261	43	14	acknowledgments	acknowledgment	NOUN
globalce-261	43	15	this	this	DET
globalce-261	43	16	study	study	NOUN
globalce-261	43	17	was	be	AUX
globalce-261	43	18	conducted	conduct	VERB
globalce-261	43	19	as	as	ADP
globalce-261	43	20	a	a	DET
globalce-261	43	21	part	part	NOUN
globalce-261	43	22	of	of	ADP
globalce-261	43	23	the	the	DET
globalce-261	43	24	research	research	NOUN
globalce-261	43	25	program	program	NOUN
globalce-261	43	26	“	"	PUNCT
globalce-261	43	27	neurosuitup	neurosuitup	NOUN
globalce-261	43	28	:	:	PUNCT
globalce-261	43	29	neurorehabilitation	neurorehabilitation	NOUN
globalce-261	43	30	through	through	ADP
globalce-261	43	31	synergistic	synergistic	ADJ
globalce-261	43	32	man	man	NOUN
globalce-261	43	33	-	-	PUNCT
globalce-261	43	34	machine	machine	NOUN
globalce-261	43	35	interfaces	interface	NOUN
globalce-261	43	36	promoting	promote	VERB
globalce-261	43	37	dormant	dormant	ADJ
globalce-261	43	38	neuroplasticity	neuroplasticity	NOUN
globalce-261	43	39	in	in	ADP
globalce-261	43	40	spinal	spinal	ADJ
globalce-261	43	41	cord	cord	NOUN
globalce-261	43	42	injury	injury	NOUN
globalce-261	43	43	”	"	PUNCT
globalce-261	43	44	(	(	PUNCT
globalce-261	43	45	mis	mis	PROPN
globalce-261	43	46	5047840	5047840	NUM
globalce-261	43	47	)	)	PUNCT
globalce-261	43	48	and	and	CCONJ
globalce-261	43	49	will	will	AUX
globalce-261	43	50	be	be	AUX
globalce-261	43	51	implemented	implement	VERB
globalce-261	43	52	and	and	CCONJ
globalce-261	43	53	clinically	clinically	ADV
globalce-261	43	54	validated	validate	VERB
globalce-261	43	55	in	in	ADP
globalce-261	43	56	the	the	DET
globalce-261	43	57	context	context	NOUN
globalce-261	43	58	of	of	ADP
globalce-261	43	59	the	the	DET
globalce-261	43	60	project	project	NOUN
globalce-261	43	61	“	"	PUNCT
globalce-261	43	62	heroes	hero	NOUN
globalce-261	43	63	:	:	PUNCT
globalce-261	43	64	human	human	ADJ
globalce-261	43	65	extremity	extremity	NOUN
globalce-261	43	66	robotic	robotic	ADJ
globalce-261	43	67	rehabilitation	rehabilitation	NOUN
globalce-261	43	68	and	and	CCONJ
globalce-261	43	69	outcome	outcome	NOUN
globalce-261	43	70	enhancement	enhancement	NOUN
globalce-261	43	71	for	for	ADP
globalce-261	43	72	stroke	stroke	NOUN
globalce-261	43	73	funded	fund	VERB
globalce-261	43	74	by	by	ADP
globalce-261	43	75	h.f.r.i	h.f.r.i	PROPN
globalce-261	43	76	.	.	PUNCT
globalce-261	43	77	”	"	PUNCT
globalce-261	44	1	special	special	ADJ
globalce-261	44	2	thanks	thank	NOUN
globalce-261	44	3	to	to	ADP
globalce-261	44	4	dr	dr	PROPN
globalce-261	44	5	.	.	PROPN
globalce-261	44	6	alkinoos	alkinoos	PROPN
globalce-261	44	7	athanasiou	athanasiou	PROPN
globalce-261	44	8	,	,	PUNCT
globalce-261	44	9	alexander	alexander	PROPN
globalce-261	44	10	astaras	astaras	PROPN
globalce-261	44	11	,	,	PUNCT
globalce-261	44	12	athanasios	athanasios	PROPN
globalce-261	44	13	arvanitidis	arvanitidis	PROPN
globalce-261	44	14	,	,	PUNCT
globalce-261	44	15	niki	niki	PROPN
globalce-261	44	16	pandria	pandria	PROPN
globalce-261	44	17	,	,	PUNCT
globalce-261	44	18	and	and	CCONJ
globalce-261	44	19	vasileia	vasileia	ADJ
globalce-261	44	20	petronikolou	petronikolou	ADJ
globalce-261	44	21	.	.	PUNCT
globalce-261	45	1	references	reference	NOUN
globalce-261	45	2	1	1	NUM
globalce-261	45	3	.	.	PUNCT
globalce-261	46	1	athanasiou	athanasiou	PROPN
globalce-261	46	2	,	,	PUNCT
globalce-261	46	3	a.	a.	NOUN
globalce-261	46	4	,	,	PUNCT
globalce-261	46	5	mitsopoulos	mitsopoulo	NOUN
globalce-261	46	6	,	,	PUNCT
globalce-261	46	7	k.	k.	PROPN
globalce-261	46	8	,	,	PUNCT
globalce-261	46	9	praftsiotis	praftsiotis	PROPN
globalce-261	46	10	,	,	PUNCT
globalce-261	46	11	a.	a.	PROPN
globalce-261	46	12	,	,	PUNCT
globalce-261	46	13	et	et	PROPN
globalce-261	46	14	al	al	PROPN
globalce-261	46	15	.	.	PUNCT
globalce-261	46	16	neurorehabilitation	neurorehabilitation	NOUN
globalce-261	46	17	through	through	ADP
globalce-261	46	18	synergistic	synergistic	ADJ
globalce-261	46	19	man	man	NOUN
globalce-261	46	20	machine	machine	NOUN
globalce-261	46	21	interfaces	interface	NOUN
globalce-261	46	22	promoting	promote	VERB
globalce-261	46	23	dormant	dormant	ADJ
globalce-261	46	24	neuroplasticity	neuroplasticity	NOUN
globalce-261	46	25	in	in	ADP
globalce-261	46	26	spinal	spinal	ADJ
globalce-261	46	27	cord	cord	NOUN
globalce-261	46	28	injury	injury	NOUN
globalce-261	46	29	:	:	PUNCT
globalce-261	46	30	protocol	protocol	NOUN
globalce-261	46	31	for	for	ADP
globalce-261	46	32	a	a	DET
globalce-261	46	33	nonrandomized	nonrandomize	VERB
globalce-261	46	34	controlled	control	VERB
globalce-261	46	35	trial	trial	NOUN
globalce-261	46	36	.	.	PUNCT
globalce-261	47	1	jmir	jmir	PROPN
globalce-261	47	2	res	re	NOUN
globalce-261	47	3	protoc	protoc	VERB
globalce-261	47	4	.	.	PUNCT
globalce-261	48	1	2022;11(9):e41152	2022;11(9):e41152	NUM
globalce-261	48	2	.	.	PUNCT
globalce-261	49	1	https://doi.org/10.2196/41152	https://doi.org/10.2196/41152	PROPN
globalce-261	49	2	.	.	PUNCT
globalce-261	50	1	2	2	X
globalce-261	50	2	.	.	X
globalce-261	50	3	let	let	VERB
globalce-261	50	4	,	,	PUNCT
globalce-261	50	5	a.m.	a.m.	ADV
globalce-261	50	6	,	,	PUNCT
globalce-261	50	7	filip	filip	PROPN
globalce-261	50	8	,	,	PUNCT
globalce-261	50	9	v.	v.	ADV
globalce-261	50	10	,	,	PUNCT
globalce-261	50	11	let	let	VERB
globalce-261	50	12	,	,	PUNCT
globalce-261	50	13	d.	d.	PROPN
globalce-261	50	14	,	,	PUNCT
globalce-261	50	15	et	et	PROPN
globalce-261	50	16	al	al	PROPN
globalce-261	50	17	.	.	PUNCT
globalce-261	51	1	a	a	DET
globalce-261	51	2	review	review	NOUN
globalce-261	51	3	in	in	ADP
globalce-261	51	4	biomechanics	biomechanic	NOUN
globalce-261	51	5	modeling	modeling	NOUN
globalce-261	51	6	.	.	PUNCT
globalce-261	52	1	in	in	ADP
globalce-261	52	2	proceedings	proceeding	NOUN
globalce-261	52	3	of	of	ADP
globalce-261	52	4	the	the	DET
globalce-261	52	5	international	international	ADJ
globalce-261	52	6	conference	conference	NOUN
globalce-261	52	7	of	of	ADP
globalce-261	52	8	mechatronics	mechatronic	NOUN
globalce-261	52	9	and	and	CCONJ
globalce-261	52	10	cyber	cyber	NOUN
globalce-261	52	11	—	—	PUNCT
globalce-261	52	12	mixmechatronics—2020	mixmechatronics—2020	PROPN
globalce-261	52	13	.	.	PUNCT
globalce-261	53	1	gheorghe	gheorghe	PROPN
globalce-261	53	2	g.i	g.i	PROPN
globalce-261	53	3	.	.	PROPN
globalce-261	53	4	,	,	PUNCT
globalce-261	53	5	eds	eds	PROPN
globalce-261	53	6	.	.	PROPN
globalce-261	53	7	springer	springer	NOUN
globalce-261	53	8	international	international	ADJ
globalce-261	53	9	publishing	publishing	NOUN
globalce-261	53	10	:	:	PUNCT
globalce-261	53	11	figure	figure	NOUN
globalce-261	53	12	5	5	NUM
globalce-261	53	13	.	.	PUNCT
globalce-261	53	14	visualization	visualization	NOUN
globalce-261	53	15	example	example	NOUN
globalce-261	53	16	of	of	ADP
globalce-261	53	17	a	a	DET
globalce-261	53	18	random	random	ADJ
globalce-261	53	19	forest	forest	NOUN
globalce-261	53	20	tree	tree	NOUN
globalce-261	53	21	.	.	PUNCT
globalce-261	54	1	figure	figure	VERB
globalce-261	54	2	6	6	NUM
globalce-261	54	3	.	.	PUNCT
globalce-261	55	1	result	result	NOUN
globalce-261	55	2	of	of	ADP
globalce-261	55	3	comparison	comparison	NOUN
globalce-261	55	4	with	with	ADP
globalce-261	55	5	metrics	metric	NOUN
globalce-261	55	6	(	(	PUNCT
globalce-261	55	7	closer	close	ADJ
globalce-261	55	8	to	to	PART
globalce-261	55	9	100	100	NUM
globalce-261	55	10	%	%	NOUN
globalce-261	55	11	is	be	AUX
globalce-261	55	12	better	well	ADJ
globalce-261	55	13	)	)	PUNCT
globalce-261	55	14	.	.	PUNCT
globalce-261	55	15	http://www.globalce.org	http://www.globalce.org	PUNCT
globalce-261	56	1	http://globalce.org	http://globalce.org	PROPN
globalce-261	56	2	http://globalce.org	http://globalce.org	PROPN
globalce-261	56	3	https://doi.org/10.2196/41152	https://doi.org/10.2196/41152	PROPN
globalce-261	56	4	61	61	NUM
globalce-261	56	5	j	j	PROPN
globalce-261	56	6	global	global	ADJ
globalce-261	56	7	clinical	clinical	ADJ
globalce-261	56	8	engineering	engineering	PROPN
globalce-261	56	9	vol.6	vol.6	PROPN
globalce-261	56	10	special	special	ADJ
globalce-261	56	11	issue	issue	NOUN
globalce-261	56	12	6	6	NUM
globalce-261	56	13	:	:	SYM
globalce-261	56	14	2024	2024	NUM
globalce-261	56	15	zurich	zurich	PROPN
globalce-261	56	16	,	,	PUNCT
globalce-261	56	17	switzerland	switzerland	PROPN
globalce-261	56	18	;	;	PUNCT
globalce-261	56	19	10–11	10–11	NUM
globalce-261	56	20	september	september	PROPN
globalce-261	56	21	2020	2020	NUM
globalce-261	56	22	;	;	PUNCT
globalce-261	56	23	pp.156–164	pp.156–164	NOUN
globalce-261	56	24	.	.	PUNCT
globalce-261	57	1	https://doi.org/10.1007/978-3-030-53973-3_17	https://doi.org/10.1007/978-3-030-53973-3_17	PROPN
globalce-261	57	2	.	.	PROPN
globalce-261	57	3	3	3	X
globalce-261	57	4	.	.	X
globalce-261	57	5	briouza	briouza	PROPN
globalce-261	57	6	,	,	PUNCT
globalce-261	57	7	s.	s.	PROPN
globalce-261	57	8	,	,	PUNCT
globalce-261	57	9	gritli	gritli	PROPN
globalce-261	57	10	,	,	PUNCT
globalce-261	57	11	h.	h.	PROPN
globalce-261	57	12	,	,	PUNCT
globalce-261	57	13	khraief	khraief	PROPN
globalce-261	57	14	,	,	PUNCT
globalce-261	57	15	n.	n.	PROPN
globalce-261	57	16	,	,	PUNCT
globalce-261	57	17	et	et	PROPN
globalce-261	57	18	al	al	PROPN
globalce-261	57	19	.	.	PUNCT
globalce-261	58	1	classification	classification	NOUN
globalce-261	58	2	of	of	ADP
globalce-261	58	3	semg	semg	NOUN
globalce-261	58	4	biomedical	biomedical	ADJ
globalce-261	58	5	signals	signal	NOUN
globalce-261	58	6	for	for	ADP
globalce-261	58	7	upper	upper	ADJ
globalce-261	58	8	-	-	PUNCT
globalce-261	58	9	limb	limb	NOUN
globalce-261	58	10	rehabilitation	rehabilitation	NOUN
globalce-261	58	11	using	use	VERB
globalce-261	58	12	the	the	DET
globalce-261	58	13	random	random	ADJ
globalce-261	58	14	forest	forest	NOUN
globalce-261	58	15	method	method	NOUN
globalce-261	58	16	.	.	PUNCT
globalce-261	59	1	in	in	ADP
globalce-261	59	2	2022	2022	NUM
globalce-261	59	3	5th	5th	ADJ
globalce-261	59	4	international	international	ADJ
globalce-261	59	5	conference	conference	NOUN
globalce-261	59	6	on	on	ADP
globalce-261	59	7	advanced	advanced	ADJ
globalce-261	59	8	systems	system	NOUN
globalce-261	59	9	and	and	CCONJ
globalce-261	59	10	emergent	emergent	NOUN
globalce-261	59	11	technologies	technology	NOUN
globalce-261	59	12	(	(	PUNCT
globalce-261	59	13	ic_aset	ic_aset	NOUN
globalce-261	59	14	)	)	PUNCT
globalce-261	59	15	.	.	PUNCT
globalce-261	60	1	ieee	ieee	PROPN
globalce-261	60	2	xplore	xplore	PROPN
globalce-261	60	3	:	:	PUNCT
globalce-261	60	4	22–25	22–25	NUM
globalce-261	60	5	march	march	PROPN
globalce-261	60	6	2022	2022	NUM
globalce-261	60	7	;	;	PUNCT
globalce-261	60	8	pp	pp	ADP
globalce-261	60	9	.	.	PUNCT
globalce-261	61	1	161–166	161–166	NUM
globalce-261	61	2	.	.	PUNCT
globalce-261	62	1	https://doi.org/10.1109/	https://doi.org/10.1109/	PROPN
globalce-261	62	2	ic_aset53395.2022.9765871	ic_aset53395.2022.9765871	PROPN
globalce-261	62	3	.	.	PUNCT
globalce-261	63	1	4	4	X
globalce-261	63	2	.	.	X
globalce-261	63	3	cifrek	cifrek	NOUN
globalce-261	63	4	,	,	PUNCT
globalce-261	63	5	m.	m.	NOUN
globalce-261	63	6	,	,	PUNCT
globalce-261	63	7	medved	medve	VERB
globalce-261	63	8	,	,	PUNCT
globalce-261	63	9	v.	v.	ADV
globalce-261	63	10	,	,	PUNCT
globalce-261	63	11	tonković	tonković	PROPN
globalce-261	63	12	,	,	PUNCT
globalce-261	63	13	s.	s.	PROPN
globalce-261	63	14	,	,	PUNCT
globalce-261	63	15	et	et	PROPN
globalce-261	63	16	al	al	PROPN
globalce-261	63	17	.	.	PROPN
globalce-261	63	18	surface	surface	PROPN
globalce-261	63	19	emg	emg	PROPN
globalce-261	63	20	based	base	VERB
globalce-261	63	21	muscle	muscle	NOUN
globalce-261	63	22	fatigue	fatigue	NOUN
globalce-261	63	23	evaluation	evaluation	NOUN
globalce-261	63	24	in	in	ADP
globalce-261	63	25	biomechanics	biomechanic	NOUN
globalce-261	63	26	.	.	PUNCT
globalce-261	64	1	clin	clin	PROPN
globalce-261	64	2	biomech	biomech	PROPN
globalce-261	64	3	.	.	PUNCT
globalce-261	65	1	2009;24(4):327–340	2009;24(4):327–340	NUM
globalce-261	65	2	.	.	PUNCT
globalce-261	66	1	https://doi	https://doi	X
globalce-261	66	2	.	.	PUNCT
globalce-261	67	1	org/10.1016	org/10.1016	PROPN
globalce-261	67	2	/	/	SYM
globalce-261	67	3	j.clinbiomech.2009.01.010	j.clinbiomech.2009.01.010	NOUN
globalce-261	67	4	.	.	PROPN
globalce-261	68	1	5	5	X
globalce-261	68	2	.	.	X
globalce-261	68	3	karthick	karthick	PROPN
globalce-261	68	4	,	,	PUNCT
globalce-261	68	5	p.a	p.a	PROPN
globalce-261	68	6	.	.	PROPN
globalce-261	68	7	and	and	CCONJ
globalce-261	68	8	ramakrishnan	ramakrishnan	PROPN
globalce-261	68	9	,	,	PUNCT
globalce-261	68	10	s.	s.	PROPN
globalce-261	68	11	analysis	analysis	NOUN
globalce-261	68	12	of	of	ADP
globalce-261	68	13	fatigue	fatigue	NOUN
globalce-261	68	14	conditions	condition	NOUN
globalce-261	68	15	in	in	ADP
globalce-261	68	16	biceps	bicep	NOUN
globalce-261	68	17	brachii	brachii	NOUN
globalce-261	68	18	muscles	muscle	NOUN
globalce-261	68	19	using	use	VERB
globalce-261	68	20	surface	surface	NOUN
globalce-261	68	21	electromyography	electromyography	NOUN
globalce-261	68	22	signals	signal	NOUN
globalce-261	68	23	and	and	CCONJ
globalce-261	68	24	strip	strip	VERB
globalce-261	68	25	spectral	spectral	ADJ
globalce-261	68	26	correlation	correlation	NOUN
globalce-261	68	27	.	.	PUNCT
globalce-261	69	1	in	in	ADP
globalce-261	69	2	2014	2014	NUM
globalce-261	69	3	19th	19th	ADJ
globalce-261	69	4	international	international	ADJ
globalce-261	69	5	conference	conference	NOUN
globalce-261	69	6	on	on	ADP
globalce-261	69	7	digital	digital	ADJ
globalce-261	69	8	signal	signal	NOUN
globalce-261	69	9	processing	processing	NOUN
globalce-261	69	10	.	.	PUNCT
globalce-261	70	1	ieee	ieee	PROPN
globalce-261	70	2	xplore	xplore	PROPN
globalce-261	70	3	:	:	PUNCT
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globalce-261	70	5	august	august	PROPN
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globalce-261	70	7	;	;	PUNCT
globalce-261	70	8	pp	pp	ADP
globalce-261	70	9	.	.	PUNCT
globalce-261	71	1	190–194	190–194	NUM
globalce-261	71	2	.	.	PUNCT
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globalce-261	72	3	.	.	PUNCT
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globalce-261	73	2	.	.	X
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globalce-261	73	4	,	,	PUNCT
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globalce-261	73	10	.	.	PUNCT
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globalce-261	74	2	ed	ed	NOUN
globalce-261	74	3	.	.	PUNCT
globalce-261	75	1	wiley	wiley	PROPN
globalce-261	75	2	-	-	PUNCT
globalce-261	75	3	ieee	ieee	PROPN
globalce-261	75	4	press	press	NOUN
globalce-261	75	5	:	:	PUNCT
globalce-261	75	6	hoboken	hoboken	PROPN
globalce-261	75	7	,	,	PUNCT
globalce-261	75	8	nj	nj	PROPN
globalce-261	75	9	,	,	PUNCT
globalce-261	75	10	usa	usa	PROPN
globalce-261	75	11	;	;	PUNCT
globalce-261	75	12	2015	2015	NUM
globalce-261	75	13	.	.	PUNCT
globalce-261	76	1	7	7	X
globalce-261	76	2	.	.	X
globalce-261	76	3	gokgoz	gokgoz	PROPN
globalce-261	76	4	,	,	PUNCT
globalce-261	76	5	e.	e.	PROPN
globalce-261	76	6	and	and	CCONJ
globalce-261	76	7	subasi	subasi	PROPN
globalce-261	76	8	,	,	PUNCT
globalce-261	76	9	a.	a.	NOUN
globalce-261	76	10	comparison	comparison	NOUN
globalce-261	76	11	of	of	ADP
globalce-261	76	12	decision	decision	NOUN
globalce-261	76	13	tree	tree	NOUN
globalce-261	76	14	algorithms	algorithm	NOUN
globalce-261	76	15	for	for	ADP
globalce-261	76	16	emg	emg	NOUN
globalce-261	76	17	signal	signal	NOUN
globalce-261	76	18	classification	classification	NOUN
globalce-261	76	19	using	use	VERB
globalce-261	76	20	dwt	dwt	PROPN
globalce-261	76	21	.	.	PUNCT
globalce-261	76	22	biomed	biome	VERB
globalce-261	76	23	signal	signal	NOUN
globalce-261	76	24	process	process	NOUN
globalce-261	76	25	control	control	NOUN
globalce-261	76	26	.	.	PUNCT
globalce-261	77	1	2015;18:138–144	2015;18:138–144	NUM
globalce-261	77	2	.	.	PUNCT
globalce-261	78	1	https://doi.org/10.1016/j.bspc.2014.12.005	https://doi.org/10.1016/j.bspc.2014.12.005	PROPN
globalce-261	78	2	.	.	PUNCT
globalce-261	78	3	http://www.globalce.org	http://www.globalce.org	PUNCT
globalce-261	79	1	http://globalce.org	http://globalce.org	PROPN
globalce-261	79	2	http://globalce.org	http://globalce.org	PROPN
globalce-261	79	3	https://doi.org/10.1007/978-3-030-53973-3_17	https://doi.org/10.1007/978-3-030-53973-3_17	PROPN
globalce-261	79	4	https://doi.org/10.1109/ic_aset53395.2022.9765871	https://doi.org/10.1109/ic_aset53395.2022.9765871	PROPN
globalce-261	79	5	https://doi.org/10.1109/ic_aset53395.2022.9765871	https://doi.org/10.1109/ic_aset53395.2022.9765871	PROPN
globalce-261	79	6	https://doi.org/10.1016/j.clinbiomech.2009.01.010	https://doi.org/10.1016/j.clinbiomech.2009.01.010	PROPN
globalce-261	79	7	https://doi.org/10.1016/j.clinbiomech.2009.01.010	https://doi.org/10.1016/j.clinbiomech.2009.01.010	NOUN
globalce-261	79	8	https://doi.org/10.1109/icdsp.2014.6900826	https://doi.org/10.1109/icdsp.2014.6900826	PROPN
globalce-261	79	9	https://doi.org/10.1109/icdsp.2014.6900826	https://doi.org/10.1109/icdsp.2014.6900826	PROPN
globalce-261	79	10	https://doi.org/10.1016/j.bspc.2014.12.005	https://doi.org/10.1016/j.bspc.2014.12.005	PROPN
globalce-261	79	11	editor	editor	NOUN
globalce-261	79	12	’s	’s	PART
globalce-261	79	13	corner	corner	NOUN
globalce-261	79	14	biomedical	biomedical	ADJ
globalce-261	79	15	technology	technology	NOUN
globalce-261	79	16	and	and	CCONJ
globalce-261	79	17	clinical	clinical	ADJ
globalce-261	79	18	engineering	engineering	NOUN
globalce-261	79	19	in	in	ADP
globalce-261	79	20	greece	greece	PROPN
globalce-261	79	21	after	after	ADP
globalce-261	79	22	the	the	DET
globalce-261	79	23	pandemic	pandemic	NOUN
globalce-261	79	24	:	:	PUNCT
globalce-261	79	25	highlighted	highlight	VERB
globalce-261	79	26	works	work	NOUN
globalce-261	79	27	from	from	ADP
globalce-261	79	28	the	the	DET
globalce-261	79	29	panhellenic	panhellenic	ADJ
globalce-261	79	30	conference	conference	NOUN
globalce-261	79	31	of	of	ADP
globalce-261	79	32	biomedical	biomedical	ADJ
globalce-261	79	33	technology	technology	NOUN
globalce-261	79	34	aris	aris	PROPN
globalce-261	79	35	dermitzakis1,2	dermitzakis1,2	PROPN
globalce-261	79	36	,	,	PUNCT
globalce-261	79	37	*	*	ADJ
globalce-261	79	38	,	,	PUNCT
globalce-261	79	39	vasiliki	vasiliki	PROPN
globalce-261	79	40	zilidou1,3	zilidou1,3	PROPN
globalce-261	79	41	,	,	PUNCT
globalce-261	79	42	eleftheria	eleftheria	PROPN
globalce-261	79	43	vellidou1,4	vellidou1,4	PROPN
globalce-261	79	44	,	,	PUNCT
globalce-261	79	45	alkinoos	alkinoo	VERB
globalce-261	79	46	athanasiou1,3	athanasiou1,3	PROPN
globalce-261	79	47	digital	digital	ADJ
globalce-261	79	48	transformation	transformation	NOUN
globalce-261	79	49	management	management	NOUN
globalce-261	79	50	in	in	ADP
globalce-261	79	51	health	health	NOUN
globalce-261	79	52	services	service	NOUN
globalce-261	79	53	:	:	PUNCT
globalce-261	79	54	health	health	NOUN
globalce-261	79	55	professionals	professional	NOUN
globalce-261	79	56	perceptions	perception	NOUN
globalce-261	79	57	as	as	ADP
globalce-261	79	58	an	an	DET
globalce-261	79	59	implementation	implementation	NOUN
globalce-261	79	60	factor	factor	NOUN
globalce-261	79	61	theodoros	theodoros	PROPN
globalce-261	79	62	s.	s.	PROPN
globalce-261	79	63	tanis	tanis	PROPN
globalce-261	79	64	*	*	PROPN
globalce-261	79	65	,	,	PUNCT
globalce-261	79	66	chryssoula	chryssoula	PROPN
globalce-261	79	67	chatzigeorgiou	chatzigeorgiou	NOUN
globalce-261	79	68	,	,	PUNCT
globalce-261	79	69	ioanna	ioanna	NOUN
globalce-261	79	70	simeli	simeli	VERB
globalce-261	79	71	,	,	PUNCT
globalce-261	79	72	and	and	CCONJ
globalce-261	79	73	evangelia	evangelia	PROPN
globalce-261	79	74	stalika	stalika	PROPN
globalce-261	79	75	validating	validate	VERB
globalce-261	79	76	the	the	DET
globalce-261	79	77	id	id	NOUN
globalce-261	79	78	-	-	PUNCT
globalce-261	79	79	gaming	game	VERB
globalce-261	79	80	e	e	NOUN
globalce-261	79	81	-	-	NOUN
globalce-261	79	82	training	train	VERB
globalce-261	79	83	toolkit	toolkit	NOUN
globalce-261	79	84	for	for	ADP
globalce-261	79	85	people	people	NOUN
globalce-261	79	86	with	with	ADP
globalce-261	79	87	intellectual	intellectual	ADJ
globalce-261	79	88	disabilities	disability	NOUN
globalce-261	79	89	in	in	ADP
globalce-261	79	90	greece	greece	PROPN
globalce-261	79	91	niki	niki	PROPN
globalce-261	79	92	pandria	pandria	PROPN
globalce-261	79	93	*	*	PROPN
globalce-261	79	94	,	,	PUNCT
globalce-261	79	95	anastasia	anastasia	PROPN
globalce-261	79	96	barboudi	barboudi	PROPN
globalce-261	79	97	,	,	PUNCT
globalce-261	79	98	vasileia	vasileia	ADJ
globalce-261	79	99	petronikolou	petronikolou	ADJ
globalce-261	79	100	,	,	PUNCT
globalce-261	79	101	panagiotis	panagiotis	NOUN
globalce-261	79	102	antoniou	antoniou	NOUN
globalce-261	79	103	and	and	CCONJ
globalce-261	79	104	panagiotis	panagiotis	NOUN
globalce-261	79	105	d.	d.	PROPN
globalce-261	79	106	bamidis	bamidis	PROPN
globalce-261	79	107	novel	novel	ADJ
globalce-261	79	108	functional	functional	ADJ
globalce-261	79	109	electrical	electrical	ADJ
globalce-261	79	110	stimulation	stimulation	NOUN
globalce-261	79	111	parameter	parameter	NOUN
globalce-261	79	112	optimization	optimization	NOUN
globalce-261	79	113	for	for	ADP
globalce-261	79	114	neurorehabilitation	neurorehabilitation	NOUN
globalce-261	79	115	using	use	VERB
globalce-261	79	116	both	both	CCONJ
globalce-261	79	117	conventional	conventional	ADJ
globalce-261	79	118	and	and	CCONJ
globalce-261	79	119	ai	ai	VERB
globalce-261	79	120	techniques	technique	NOUN
globalce-261	79	121	arsenios	arsenio	NOUN
globalce-261	79	122	arsenidis1	arsenidis1	NOUN
globalce-261	79	123	,	,	PUNCT
globalce-261	79	124	alexandros	alexandros	PROPN
globalce-261	79	125	moraitopoulos2	moraitopoulos2	PROPN
globalce-261	79	126	,	,	PUNCT
globalce-261	79	127	alkinoos	alkinoo	VERB
globalce-261	79	128	athanasiou2	athanasiou2	PROPN
globalce-261	79	129	,	,	PUNCT
globalce-261	79	130	alexandros	alexandros	PROPN
globalce-261	79	131	vildiridis3	vildiridis3	PROPN
globalce-261	79	132	,	,	PUNCT
globalce-261	79	133	panagiotis	panagiotis	NOUN
globalce-261	79	134	bamidis2	bamidis2	NOUN
globalce-261	79	135	,	,	PUNCT
globalce-261	79	136	petros	petros	PROPN
globalce-261	79	137	stefaneas4	stefaneas4	PROPN
globalce-261	79	138	and	and	CCONJ
globalce-261	79	139	alexandros	alexandros	PROPN
globalce-261	79	140	astaras5	astaras5	NOUN
globalce-261	80	1	leveraging	leverage	VERB
globalce-261	80	2	web	web	NOUN
globalce-261	80	3	scraping	scraping	NOUN
globalce-261	80	4	and	and	CCONJ
globalce-261	80	5	api	api	NOUN
globalce-261	80	6	integration	integration	NOUN
globalce-261	80	7	for	for	ADP
globalce-261	80	8	efficient	efficient	ADJ
globalce-261	80	9	medical	medical	ADJ
globalce-261	80	10	device	device	NOUN
globalce-261	80	11	data	datum	NOUN
globalce-261	80	12	management	management	NOUN
globalce-261	80	13	agapi	agapi	PROPN
globalce-261	80	14	konstantina	konstantina	PROPN
globalce-261	80	15	liontou1	liontou1	PROPN
globalce-261	80	16	,	,	PUNCT
globalce-261	80	17	*	*	PUNCT
globalce-261	80	18	,	,	PUNCT
globalce-261	80	19	spilios	spilio	NOUN
globalce-261	80	20	zisimopoulos2	zisimopoulos2	X
globalce-261	80	21	and	and	CCONJ
globalce-261	80	22	aris	aris	PROPN
globalce-261	80	23	dermitzakis1	dermitzakis1	PROPN
globalce-261	80	24	human	human	ADJ
globalce-261	80	25	muscle	muscle	NOUN
globalce-261	80	26	state	state	NOUN
globalce-261	80	27	machine	machine	NOUN
globalce-261	80	28	using	use	VERB
globalce-261	80	29	electromyography	electromyography	NOUN
globalce-261	80	30	classification	classification	NOUN
globalce-261	80	31	with	with	ADP
globalce-261	80	32	machine	machine	NOUN
globalce-261	80	33	learning	learn	VERB
globalce-261	80	34	george	george	PROPN
globalce-261	80	35	lyssas1	lyssas1	PROPN
globalce-261	80	36	,	,	PUNCT
globalce-261	80	37	*	*	PROPN
globalce-261	80	38	,	,	PUNCT
globalce-261	80	39	konstantinos	konstantinos	PROPN
globalce-261	80	40	mitsopoulos1	mitsopoulos1	PROPN
globalce-261	80	41	,	,	PUNCT
globalce-261	80	42	dimitris	dimitris	PROPN
globalce-261	80	43	zantzas2	zantzas2	PROPN
globalce-261	80	44	,	,	PUNCT
globalce-261	80	45	anestis	anestis	PROPN
globalce-261	80	46	kalfas2	kalfas2	PROPN
globalce-261	80	47	,	,	PUNCT
globalce-261	80	48	panagiotis	panagiotis	PROPN
globalce-261	80	49	d.	d.	PROPN
globalce-261	80	50	bamidis1	bamidis1	PROPN
globalce-261	80	51	kinematic	kinematic	ADJ
globalce-261	80	52	and	and	CCONJ
globalce-261	80	53	dynamic	dynamic	ADJ
globalce-261	80	54	analysis	analysis	NOUN
globalce-261	80	55	of	of	ADP
globalce-261	80	56	lower	low	ADJ
globalce-261	80	57	limb	limb	NOUN
globalce-261	80	58	movement	movement	NOUN
globalce-261	80	59	:	:	PUNCT
globalce-261	80	60	towards	towards	ADP
globalce-261	80	61	the	the	DET
globalce-261	80	62	design	design	NOUN
globalce-261	80	63	of	of	ADP
globalce-261	80	64	a	a	DET
globalce-261	80	65	wearable	wearable	ADJ
globalce-261	80	66	rehabilitation	rehabilitation	NOUN
globalce-261	80	67	assistant	assistant	NOUN
globalce-261	80	68	device	device	NOUN
globalce-261	80	69	filippos	filippos	NOUN
globalce-261	80	70	margaritis1	margaritis1	PROPN
globalce-261	80	71	,	,	PUNCT
globalce-261	80	72	*	*	PROPN
globalce-261	80	73	,	,	PUNCT
globalce-261	80	74	konstantinos	konstantinos	PROPN
globalce-261	80	75	mitsopoulos1	mitsopoulos1	PROPN
globalce-261	80	76	,	,	PUNCT
globalce-261	80	77	kostas	kostas	PROPN
globalce-261	80	78	nizamis2	nizamis2	PROPN
globalce-261	80	79	,	,	PUNCT
globalce-261	80	80	alkinoos	alkinoo	VERB
globalce-261	80	81	athanasiou1	athanasiou1	NOUN
globalce-261	80	82	and	and	CCONJ
globalce-261	80	83	panagiotis	panagiotis	PROPN
globalce-261	80	84	d.	d.	PROPN
globalce-261	80	85	bamidis1	bamidis1	PROPN
globalce-261	80	86	a	a	DET
globalce-261	80	87	novel	novel	ADJ
globalce-261	80	88	dermatological	dermatological	ADJ
globalce-261	80	89	diagnosis	diagnosis	NOUN
globalce-261	80	90	support	support	NOUN
globalce-261	80	91	device	device	NOUN
globalce-261	80	92	based	base	VERB
globalce-261	80	93	on	on	ADP
globalce-261	80	94	electrical	electrical	ADJ
globalce-261	80	95	impedance	impedance	NOUN
globalce-261	80	96	spectroscopy	spectroscopy	NOUN
globalce-261	80	97	alexandros	alexandros	PROPN
globalce-261	80	98	moraitopoulos1	moraitopoulos1	PROPN
globalce-261	80	99	,	,	PUNCT
globalce-261	80	100	*	*	PROPN
globalce-261	80	101	,	,	PUNCT
globalce-261	80	102	konstantinos	konstantinos	PROPN
globalce-261	80	103	mitsopoulos1	mitsopoulos1	PROPN
globalce-261	80	104	,	,	PUNCT
globalce-261	80	105	christina	christina	PROPN
globalce-261	80	106	kemanetzi2	kemanetzi2	PROPN
globalce-261	80	107	,	,	PUNCT
globalce-261	80	108	panagiotis	panagiotis	NOUN
globalce-261	80	109	bamidis1	bamidis1	NOUN
globalce-261	80	110	and	and	CCONJ
globalce-261	80	111	alexandros	alexandros	PROPN
globalce-261	80	112	astaras3	astaras3	PROPN
globalce-261	80	113	software	software	NOUN
globalce-261	80	114	skills	skill	VERB
globalce-261	80	115	identification	identification	NOUN
globalce-261	80	116	:	:	PUNCT
globalce-261	80	117	a	a	DET
globalce-261	80	118	multi	multi	ADJ
globalce-261	80	119	-	-	ADJ
globalce-261	80	120	class	class	ADJ
globalce-261	80	121	classification	classification	NOUN
globalce-261	80	122	on	on	ADP
globalce-261	80	123	source	source	NOUN
globalce-261	80	124	code	code	NOUN
globalce-261	80	125	using	use	VERB
globalce-261	80	126	machine	machine	NOUN
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globalce-261	80	128	dimitris	dimitris	PROPN
globalce-261	80	129	bamidis	bamidis	PROPN
globalce-261	80	130	,	,	PUNCT
globalce-261	80	131	ilias	ilias	PROPN
globalce-261	80	132	kalouptsoglou	kalouptsoglou	PROPN
globalce-261	80	133	,	,	PUNCT
globalce-261	80	134	apostolos	apostolos	PROPN
globalce-261	80	135	ampatzoglou	ampatzoglou	PROPN
globalce-261	80	136	,	,	PUNCT
globalce-261	80	137	alexandros	alexandros	PROPN
globalce-261	80	138	chatzigeorgiou	chatzigeorgiou	PROPN
globalce-261	80	139	*	*	PROPN
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globalce-261	80	141	of	of	ADP
globalce-261	80	142	aortic	aortic	ADJ
globalce-261	80	143	valve	valve	NOUN
globalce-261	80	144	stenosis	stenosis	NOUN
globalce-261	80	145	classification	classification	NOUN
globalce-261	80	146	in	in	ADP
globalce-261	80	147	patients	patient	NOUN
globalce-261	80	148	through	through	ADP
globalce-261	80	149	computational	computational	ADJ
globalce-261	80	150	fluid	fluid	ADJ
globalce-261	80	151	dynamics	dynamic	NOUN
globalce-261	80	152	model	model	NOUN
globalce-261	80	153	ioannis	ioannis	PROPN
globalce-261	80	154	makropoulos	makropoulos	PROPN
globalce-261	80	155	,	,	PUNCT
globalce-261	80	156	dimitris	dimitris	PROPN
globalce-261	80	157	zantzas	zantzas	PROPN
globalce-261	80	158	,	,	PUNCT
globalce-261	80	159	vasilis	vasilis	PROPN
globalce-261	80	160	gkoutzamanis	gkoutzamanis	PROPN
globalce-261	80	161	,	,	PUNCT
globalce-261	80	162	anestis	anestis	ADP
globalce-261	80	163	kalfas	kalfas	PROPN
globalce-261	80	164	*	*	PUNCT
globalce-261	80	165	kinematic	kinematic	ADJ
globalce-261	80	166	and	and	CCONJ
globalce-261	80	167	dynamic	dynamic	ADJ
globalce-261	80	168	analysis	analysis	NOUN
globalce-261	80	169	of	of	ADP
globalce-261	80	170	the	the	DET
globalce-261	80	171	human	human	ADJ
globalce-261	80	172	hand	hand	NOUN
globalce-261	80	173	’s	’s	PART
globalce-261	80	174	articulation	articulation	NOUN
globalce-261	80	175	for	for	ADP
globalce-261	80	176	wearable	wearable	ADJ
globalce-261	80	177	soft	soft	ADJ
globalce-261	80	178	-	-	PUNCT
globalce-261	80	179	robotic	robotic	ADJ
globalce-261	80	180	device	device	NOUN
globalce-261	80	181	applications	application	NOUN
globalce-261	80	182	paschalina	paschalina	PROPN
globalce-261	80	183	-	-	PUNCT
globalce-261	80	184	danai	danai	VERB
globalce-261	80	185	sarra	sarra	PROPN
globalce-261	80	186	,	,	PUNCT
globalce-261	80	187	vasiliki	vasiliki	PROPN
globalce-261	80	188	fiska	fiska	NOUN
globalce-261	80	189	,	,	PUNCT
globalce-261	80	190	konstantinos	konstantinos	PROPN
globalce-261	80	191	mitsopoulos	mitsopoulos	PROPN
globalce-261	80	192	,	,	PUNCT
globalce-261	80	193	diamanto	diamanto	NOUN
globalce-261	80	194	mylopoulou	mylopoulou	NOUN
globalce-261	80	195	,	,	PUNCT
globalce-261	80	196	and	and	CCONJ
globalce-261	80	197	panagiotis	panagiotis	NOUN
globalce-261	80	198	d.	d.	PROPN
globalce-261	80	199	bamidis	bamidis	PROPN
globalce-261	80	200	*	*	PROPN
globalce-261	80	201	deep	deep	ADJ
globalce-261	80	202	learning	learn	VERB
globalce-261	80	203	classification	classification	NOUN
globalce-261	80	204	of	of	ADP
globalce-261	80	205	epileptic	epileptic	ADJ
globalce-261	80	206	magnetoencephalogram	magnetoencephalogram	PROPN
globalce-261	80	207	andreas	andreas	PROPN
globalce-261	80	208	stylianou1	stylianou1	PROPN
globalce-261	80	209	,	,	PUNCT
globalce-261	80	210	lefteris	lefteris	PROPN
globalce-261	80	211	koumakis2	koumakis2	PROPN
globalce-261	80	212	,	,	PUNCT
globalce-261	80	213	maria	maria	PROPN
globalce-261	80	214	hadjinicolaou3	hadjinicolaou3	PROPN
globalce-261	80	215	,	,	PUNCT
globalce-261	80	216	adam	adam	PROPN
globalce-261	80	217	adamopoulos1	adamopoulos1	PROPN
globalce-261	80	218	,	,	PUNCT
globalce-261	80	219	*	*	PUNCT
globalce-261	80	220	and	and	CCONJ
globalce-261	80	221	alkinoos	alkinoo	NOUN
globalce-261	80	222	athanasiou4	athanasiou4	VERB