id	sid	tid	token	lemma	pos
bam-10463	1	1	gait	gait	NOUN
bam-10463	1	2	and	and	CCONJ
bam-10463	1	3	neuropsychiatric	neuropsychiatric	ADJ
bam-10463	1	4	symptoms	symptom	NOUN
bam-10463	1	5	in	in	ADP
bam-10463	1	6	parkinson	parkinson	NOUN
bam-10463	1	7	’s	’s	PART
bam-10463	1	8	disease	disease	NOUN
bam-10463	1	9	eur	eur	PROPN
bam-10463	1	10	j	j	PROPN
bam-10463	1	11	transl	transl	PROPN
bam-10463	1	12	myol	myol	ADV
bam-10463	1	13	32	32	NUM
bam-10463	1	14	(	(	PUNCT
bam-10463	1	15	2	2	NUM
bam-10463	1	16	):	):	PUNCT
bam-10463	1	17	10463	10463	NUM
bam-10463	1	18	,	,	PUNCT
bam-10463	1	19	2022	2022	NUM
bam-10463	1	20	doi	doi	NOUN
bam-10463	1	21	:	:	PUNCT
bam-10463	1	22	10.4081	10.4081	NUM
bam-10463	1	23	/	/	SYM
bam-10463	1	24	ejtm.2022.10463	ejtm.2022.10463	ADJ
bam-10463	1	25	1	1	NUM
bam-10463	1	26	interplay	interplay	NOUN
bam-10463	1	27	between	between	ADP
bam-10463	1	28	gait	gait	NOUN
bam-10463	1	29	and	and	CCONJ
bam-10463	1	30	neuropsychiatric	neuropsychiatric	ADJ
bam-10463	1	31	symptoms	symptom	NOUN
bam-10463	1	32	in	in	ADP
bam-10463	1	33	parkinson	parkinson	NOUN
bam-10463	1	34	’s	’s	PART
bam-10463	1	35	disease	disease	NOUN
bam-10463	1	36	michela	michela	PROPN
bam-10463	1	37	russo	russo	PROPN
bam-10463	1	38	(	(	PUNCT
bam-10463	1	39	1	1	NUM
bam-10463	1	40	)	)	PUNCT
bam-10463	1	41	,	,	PUNCT
bam-10463	1	42	marianna	marianna	PROPN
bam-10463	1	43	amboni	amboni	PROPN
bam-10463	1	44	(	(	PUNCT
bam-10463	1	45	2,3	2,3	NUM
bam-10463	1	46	)	)	PUNCT
bam-10463	1	47	,	,	PUNCT
bam-10463	1	48	antonio	antonio	PROPN
bam-10463	1	49	volzone	volzone	NOUN
bam-10463	1	50	(	(	PUNCT
bam-10463	1	51	2	2	NUM
bam-10463	1	52	)	)	PUNCT
bam-10463	1	53	,	,	PUNCT
bam-10463	1	54	gianluca	gianluca	PROPN
bam-10463	1	55	ricciardelli	ricciardelli	NOUN
bam-10463	1	56	(	(	PUNCT
bam-10463	1	57	4	4	NUM
bam-10463	1	58	)	)	PUNCT
bam-10463	1	59	,	,	PUNCT
bam-10463	1	60	giuseppe	giuseppe	PROPN
bam-10463	1	61	cesarelli	cesarelli	PROPN
bam-10463	1	62	(	(	PUNCT
bam-10463	1	63	5,6	5,6	NUM
bam-10463	1	64	)	)	PUNCT
bam-10463	1	65	,	,	PUNCT
bam-10463	1	66	alfonso	alfonso	PROPN
bam-10463	1	67	maria	maria	PROPN
bam-10463	1	68	ponsiglione	ponsiglione	PROPN
bam-10463	1	69	(	(	PUNCT
bam-10463	1	70	1	1	NUM
bam-10463	1	71	)	)	PUNCT
bam-10463	1	72	,	,	PUNCT
bam-10463	1	73	paolo	paolo	PROPN
bam-10463	1	74	barone	barone	PROPN
bam-10463	1	75	(	(	PUNCT
bam-10463	1	76	2	2	NUM
bam-10463	1	77	)	)	PUNCT
bam-10463	1	78	,	,	PUNCT
bam-10463	1	79	maria	maria	PROPN
bam-10463	1	80	romano^	romano^	PROPN
bam-10463	1	81	(	(	PUNCT
bam-10463	1	82	1	1	NUM
bam-10463	1	83	)	)	PUNCT
bam-10463	1	84	,	,	PUNCT
bam-10463	1	85	carlo	carlo	PROPN
bam-10463	1	86	ricciardi^	ricciardi^	PRON
bam-10463	1	87	(	(	PUNCT
bam-10463	1	88	1,6	1,6	NUM
bam-10463	1	89	)	)	PUNCT
bam-10463	1	90	(	(	PUNCT
bam-10463	1	91	1	1	X
bam-10463	1	92	)	)	PUNCT
bam-10463	1	93	department	department	NOUN
bam-10463	1	94	of	of	ADP
bam-10463	1	95	electrical	electrical	ADJ
bam-10463	1	96	engineering	engineering	NOUN
bam-10463	1	97	and	and	CCONJ
bam-10463	1	98	information	information	NOUN
bam-10463	1	99	technologies	technology	NOUN
bam-10463	1	100	,	,	PUNCT
bam-10463	1	101	university	university	PROPN
bam-10463	1	102	of	of	ADP
bam-10463	1	103	naples	naples	PROPN
bam-10463	1	104	“	"	PUNCT
bam-10463	1	105	federico	federico	PROPN
bam-10463	1	106	ii	ii	PROPN
bam-10463	1	107	”	"	PUNCT
bam-10463	1	108	,	,	PUNCT
bam-10463	1	109	naples	naples	PROPN
bam-10463	1	110	,	,	PUNCT
bam-10463	1	111	italy	italy	PROPN
bam-10463	1	112	;	;	PUNCT
bam-10463	1	113	(	(	PUNCT
bam-10463	1	114	2	2	X
bam-10463	1	115	)	)	PUNCT
bam-10463	1	116	center	center	NOUN
bam-10463	1	117	for	for	ADP
bam-10463	1	118	neurodegenerative	neurodegenerative	ADJ
bam-10463	1	119	diseases	disease	NOUN
bam-10463	1	120	(	(	PUNCT
bam-10463	1	121	cemand	cemand	PROPN
bam-10463	1	122	)	)	PUNCT
bam-10463	1	123	,	,	PUNCT
bam-10463	1	124	department	department	NOUN
bam-10463	1	125	of	of	ADP
bam-10463	1	126	medicine	medicine	NOUN
bam-10463	1	127	,	,	PUNCT
bam-10463	1	128	surgery	surgery	NOUN
bam-10463	1	129	and	and	CCONJ
bam-10463	1	130	dentistry	dentistry	NOUN
bam-10463	1	131	“	"	PUNCT
bam-10463	1	132	scuola	scuola	PROPN
bam-10463	1	133	medica	medica	PROPN
bam-10463	1	134	salernitana	salernitana	PROPN
bam-10463	1	135	”	"	PUNCT
bam-10463	1	136	,	,	PUNCT
bam-10463	1	137	university	university	NOUN
bam-10463	1	138	of	of	ADP
bam-10463	1	139	salerno	salerno	PROPN
bam-10463	1	140	,	,	PUNCT
bam-10463	1	141	baronissi	baronissi	ADJ
bam-10463	1	142	,	,	PUNCT
bam-10463	1	143	sa	sa	PROPN
bam-10463	1	144	,	,	PUNCT
bam-10463	1	145	italy	italy	PROPN
bam-10463	1	146	;	;	PUNCT
bam-10463	1	147	(	(	PUNCT
bam-10463	1	148	3	3	X
bam-10463	1	149	)	)	PUNCT
bam-10463	1	150	idc	idc	PROPN
bam-10463	1	151	hermitage	hermitage	PROPN
bam-10463	1	152	-	-	PUNCT
bam-10463	1	153	capodimonte	capodimonte	PROPN
bam-10463	1	154	,	,	PUNCT
bam-10463	1	155	naples	naples	PROPN
bam-10463	1	156	,	,	PUNCT
bam-10463	1	157	italy	italy	PROPN
bam-10463	1	158	;	;	PUNCT
bam-10463	1	159	(	(	PUNCT
bam-10463	1	160	4	4	X
bam-10463	1	161	)	)	PUNCT
bam-10463	1	162	azienda	azienda	PROPN
bam-10463	1	163	ospedaliera	ospedaliera	NOUN
bam-10463	1	164	universitaria	universitaria	PROPN
bam-10463	1	165	oo	oo	PROPN
bam-10463	1	166	.	.	PUNCT
bam-10463	2	1	rr	rr	PROPN
bam-10463	2	2	.	.	PUNCT
bam-10463	3	1	san	san	PROPN
bam-10463	3	2	giovanni	giovanni	PROPN
bam-10463	3	3	di	di	PROPN
bam-10463	3	4	dio	dio	PROPN
bam-10463	3	5	e	e	PROPN
bam-10463	3	6	ruggi	ruggi	PROPN
bam-10463	3	7	d’aragona	d’aragona	PROPN
bam-10463	3	8	,	,	PUNCT
bam-10463	3	9	salerno	salerno	PROPN
bam-10463	3	10	,	,	PUNCT
bam-10463	3	11	italy	italy	PROPN
bam-10463	3	12	;	;	PUNCT
bam-10463	3	13	(	(	PUNCT
bam-10463	3	14	5	5	X
bam-10463	3	15	)	)	PUNCT
bam-10463	3	16	department	department	NOUN
bam-10463	3	17	of	of	ADP
bam-10463	3	18	chemical	chemical	PROPN
bam-10463	3	19	,	,	PUNCT
bam-10463	3	20	materials	material	NOUN
bam-10463	3	21	and	and	CCONJ
bam-10463	3	22	production	production	NOUN
bam-10463	3	23	engineering	engineering	NOUN
bam-10463	3	24	,	,	PUNCT
bam-10463	3	25	university	university	PROPN
bam-10463	3	26	of	of	ADP
bam-10463	3	27	naples	naples	PROPN
bam-10463	3	28	“	"	PUNCT
bam-10463	3	29	federico	federico	PROPN
bam-10463	3	30	ii	ii	PROPN
bam-10463	3	31	”	"	PUNCT
bam-10463	3	32	,	,	PUNCT
bam-10463	3	33	naples	naples	PROPN
bam-10463	3	34	,	,	PUNCT
bam-10463	3	35	italy	italy	PROPN
bam-10463	3	36	;	;	PUNCT
bam-10463	3	37	(	(	PUNCT
bam-10463	3	38	6	6	X
bam-10463	3	39	)	)	PUNCT
bam-10463	3	40	istituti	istituti	PROPN
bam-10463	3	41	clinici	clinici	PROPN
bam-10463	3	42	scientifici	scientifici	PROPN
bam-10463	3	43	maugeri	maugeri	PROPN
bam-10463	3	44	irccs	irccs	NOUN
bam-10463	3	45	,	,	PUNCT
bam-10463	3	46	pavia	pavia	PROPN
bam-10463	3	47	,	,	PUNCT
bam-10463	3	48	italy	italy	PROPN
bam-10463	3	49	.	.	PUNCT
bam-10463	4	1	^these	^these	DET
bam-10463	4	2	authors	author	NOUN
bam-10463	4	3	equally	equally	ADV
bam-10463	4	4	contributed	contribute	VERB
bam-10463	4	5	to	to	ADP
bam-10463	4	6	the	the	DET
bam-10463	4	7	work	work	NOUN
bam-10463	4	8	this	this	DET
bam-10463	4	9	article	article	NOUN
bam-10463	4	10	is	be	AUX
bam-10463	4	11	distributed	distribute	VERB
bam-10463	4	12	under	under	ADP
bam-10463	4	13	the	the	DET
bam-10463	4	14	terms	term	NOUN
bam-10463	4	15	of	of	ADP
bam-10463	4	16	the	the	DET
bam-10463	4	17	creative	creative	ADJ
bam-10463	4	18	commons	common	NOUN
bam-10463	4	19	attribution	attribution	NOUN
bam-10463	4	20	noncommercial	noncommercial	ADJ
bam-10463	4	21	license	license	NOUN
bam-10463	4	22	(	(	PUNCT
bam-10463	4	23	cc	cc	NOUN
bam-10463	4	24	by	by	ADP
bam-10463	4	25	-	-	PUNCT
bam-10463	4	26	nc	nc	PROPN
bam-10463	4	27	4.0	4.0	NUM
bam-10463	4	28	)	)	PUNCT
bam-10463	4	29	which	which	PRON
bam-10463	4	30	permits	permit	VERB
bam-10463	4	31	any	any	DET
bam-10463	4	32	noncommercial	noncommercial	ADJ
bam-10463	4	33	use	use	NOUN
bam-10463	4	34	,	,	PUNCT
bam-10463	4	35	distribution	distribution	NOUN
bam-10463	4	36	,	,	PUNCT
bam-10463	4	37	and	and	CCONJ
bam-10463	4	38	reproduction	reproduction	NOUN
bam-10463	4	39	in	in	ADP
bam-10463	4	40	any	any	DET
bam-10463	4	41	medium	medium	NOUN
bam-10463	4	42	,	,	PUNCT
bam-10463	4	43	provided	provide	VERB
bam-10463	4	44	the	the	DET
bam-10463	4	45	original	original	ADJ
bam-10463	4	46	author(s	author(s	NOUN
bam-10463	4	47	)	)	PUNCT
bam-10463	4	48	and	and	CCONJ
bam-10463	4	49	source	source	NOUN
bam-10463	4	50	are	be	AUX
bam-10463	4	51	credited	credit	VERB
bam-10463	4	52	.	.	PUNCT
bam-10463	5	1	abstract	abstract	ADJ
bam-10463	5	2	parkinson	parkinson	NOUN
bam-10463	5	3	’s	’s	PART
bam-10463	5	4	disease	disease	NOUN
bam-10463	5	5	(	(	PUNCT
bam-10463	5	6	pd	pd	NOUN
bam-10463	5	7	)	)	PUNCT
bam-10463	5	8	is	be	AUX
bam-10463	5	9	a	a	DET
bam-10463	5	10	neurodegenerative	neurodegenerative	ADJ
bam-10463	5	11	disease	disease	NOUN
bam-10463	5	12	which	which	PRON
bam-10463	5	13	involves	involve	VERB
bam-10463	5	14	both	both	DET
bam-10463	5	15	motor	motor	NOUN
bam-10463	5	16	and	and	CCONJ
bam-10463	5	17	nonmotor	nonmotor	NOUN
bam-10463	5	18	symptoms	symptom	NOUN
bam-10463	5	19	.	.	PUNCT
bam-10463	6	1	non	non	ADJ
bam-10463	6	2	-	-	ADJ
bam-10463	6	3	motor	motor	ADJ
bam-10463	6	4	mental	mental	ADJ
bam-10463	6	5	symptoms	symptom	NOUN
bam-10463	6	6	are	be	AUX
bam-10463	6	7	very	very	ADV
bam-10463	6	8	common	common	ADJ
bam-10463	6	9	among	among	ADP
bam-10463	6	10	patients	patient	NOUN
bam-10463	6	11	with	with	ADP
bam-10463	6	12	pd	pd	PROPN
bam-10463	6	13	since	since	SCONJ
bam-10463	6	14	the	the	DET
bam-10463	6	15	earliest	early	ADJ
bam-10463	6	16	stage	stage	NOUN
bam-10463	6	17	.	.	PUNCT
bam-10463	7	1	in	in	ADP
bam-10463	7	2	this	this	DET
bam-10463	7	3	context	context	NOUN
bam-10463	7	4	,	,	PUNCT
bam-10463	7	5	gait	gait	VERB
bam-10463	7	6	analysis	analysis	NOUN
bam-10463	7	7	allows	allow	VERB
bam-10463	7	8	to	to	PART
bam-10463	7	9	detect	detect	VERB
bam-10463	7	10	quantitative	quantitative	ADJ
bam-10463	7	11	gait	gait	NOUN
bam-10463	7	12	variables	variable	NOUN
bam-10463	7	13	to	to	PART
bam-10463	7	14	distinguish	distinguish	VERB
bam-10463	7	15	patients	patient	NOUN
bam-10463	7	16	affected	affect	VERB
bam-10463	7	17	by	by	ADP
bam-10463	7	18	non	non	ADJ
bam-10463	7	19	-	-	ADJ
bam-10463	7	20	motor	motor	ADJ
bam-10463	7	21	mental	mental	ADJ
bam-10463	7	22	symptoms	symptom	NOUN
bam-10463	7	23	from	from	ADP
bam-10463	7	24	patients	patient	NOUN
bam-10463	7	25	without	without	ADP
bam-10463	7	26	these	these	DET
bam-10463	7	27	symptoms	symptom	NOUN
bam-10463	7	28	.	.	PUNCT
bam-10463	8	1	a	a	DET
bam-10463	8	2	cohort	cohort	NOUN
bam-10463	8	3	of	of	ADP
bam-10463	8	4	68	68	NUM
bam-10463	8	5	pd	pd	NOUN
bam-10463	8	6	subjects	subject	NOUN
bam-10463	8	7	(	(	PUNCT
bam-10463	8	8	divided	divide	VERB
bam-10463	8	9	in	in	ADP
bam-10463	8	10	two	two	NUM
bam-10463	8	11	groups	group	NOUN
bam-10463	8	12	)	)	PUNCT
bam-10463	8	13	was	be	AUX
bam-10463	8	14	acquired	acquire	VERB
bam-10463	8	15	through	through	ADP
bam-10463	8	16	gait	gait	ADJ
bam-10463	8	17	analysis	analysis	NOUN
bam-10463	8	18	(	(	PUNCT
bam-10463	8	19	single	single	ADJ
bam-10463	8	20	and	and	CCONJ
bam-10463	8	21	double	double	ADJ
bam-10463	8	22	task	task	NOUN
bam-10463	8	23	)	)	PUNCT
bam-10463	8	24	and	and	CCONJ
bam-10463	8	25	spatial	spatial	ADJ
bam-10463	8	26	temporal	temporal	ADJ
bam-10463	8	27	parameters	parameter	NOUN
bam-10463	8	28	were	be	AUX
bam-10463	8	29	analysed	analyse	VERB
bam-10463	8	30	;	;	PUNCT
bam-10463	8	31	first	first	ADV
bam-10463	8	32	with	with	ADP
bam-10463	8	33	a	a	DET
bam-10463	8	34	statistical	statistical	ADJ
bam-10463	8	35	analysis	analysis	NOUN
bam-10463	8	36	and	and	CCONJ
bam-10463	8	37	then	then	ADV
bam-10463	8	38	with	with	ADP
bam-10463	8	39	a	a	DET
bam-10463	8	40	machine	machine	NOUN
bam-10463	8	41	learning	learning	NOUN
bam-10463	8	42	(	(	PUNCT
bam-10463	8	43	ml	ml	NOUN
bam-10463	8	44	)	)	PUNCT
bam-10463	8	45	approach	approach	NOUN
bam-10463	8	46	.	.	PUNCT
bam-10463	9	1	single	single	ADJ
bam-10463	9	2	-	-	PUNCT
bam-10463	9	3	task	task	NOUN
bam-10463	9	4	variables	variable	NOUN
bam-10463	9	5	showed	show	VERB
bam-10463	9	6	that	that	SCONJ
bam-10463	9	7	9	9	NUM
bam-10463	9	8	out	out	ADP
bam-10463	9	9	of	of	ADP
bam-10463	9	10	16	16	NUM
bam-10463	9	11	spatial	spatial	ADJ
bam-10463	9	12	temporal	temporal	ADJ
bam-10463	9	13	features	feature	NOUN
bam-10463	9	14	were	be	AUX
bam-10463	9	15	statistically	statistically	ADV
bam-10463	9	16	significant	significant	ADJ
bam-10463	9	17	for	for	ADP
bam-10463	9	18	the	the	DET
bam-10463	9	19	univariate	univariate	ADJ
bam-10463	9	20	statistical	statistical	ADJ
bam-10463	9	21	analysis	analysis	NOUN
bam-10463	9	22	(	(	PUNCT
bam-10463	9	23	p	p	NOUN
bam-10463	9	24	-	-	PUNCT
bam-10463	9	25	value	value	NOUN
bam-10463	9	26	<	<	X
bam-10463	9	27	0.05	0.05	NUM
bam-10463	9	28	)	)	PUNCT
bam-10463	9	29	.	.	PUNCT
bam-10463	10	1	indeed	indeed	ADV
bam-10463	10	2	,	,	PUNCT
bam-10463	10	3	a	a	DET
bam-10463	10	4	statistically	statistically	ADV
bam-10463	10	5	significant	significant	ADJ
bam-10463	10	6	difference	difference	NOUN
bam-10463	10	7	was	be	AUX
bam-10463	10	8	found	find	VERB
bam-10463	10	9	in	in	ADP
bam-10463	10	10	stance	stance	NOUN
bam-10463	10	11	phase	phase	NOUN
bam-10463	10	12	(	(	PUNCT
bam-10463	10	13	p	p	NOUN
bam-10463	10	14	-	-	PUNCT
bam-10463	10	15	value=0.032	value=0.032	NOUN
bam-10463	10	16	)	)	PUNCT
bam-10463	10	17	,	,	PUNCT
bam-10463	10	18	swing	swing	NOUN
bam-10463	10	19	phase	phase	NOUN
bam-10463	10	20	(	(	PUNCT
bam-10463	10	21	p	p	NOUN
bam-10463	10	22	-	-	PUNCT
bam-10463	10	23	value=0.042	value=0.042	X
bam-10463	10	24	)	)	PUNCT
bam-10463	10	25	and	and	CCONJ
bam-10463	10	26	cycle	cycle	NOUN
bam-10463	10	27	length	length	NOUN
bam-10463	10	28	(	(	PUNCT
bam-10463	10	29	p	p	NOUN
bam-10463	10	30	-	-	PUNCT
bam-10463	10	31	value=0.03	value=0.03	NOUN
bam-10463	10	32	)	)	PUNCT
bam-10463	10	33	of	of	ADP
bam-10463	10	34	the	the	DET
bam-10463	10	35	dual	dual	ADJ
bam-10463	10	36	task	task	NOUN
bam-10463	10	37	.	.	PUNCT
bam-10463	11	1	the	the	DET
bam-10463	11	2	ml	ml	PROPN
bam-10463	11	3	results	result	NOUN
bam-10463	11	4	confirmed	confirm	VERB
bam-10463	11	5	the	the	DET
bam-10463	11	6	statistical	statistical	ADJ
bam-10463	11	7	analysis	analysis	NOUN
bam-10463	11	8	,	,	PUNCT
bam-10463	11	9	in	in	ADP
bam-10463	11	10	particular	particular	ADJ
bam-10463	11	11	,	,	PUNCT
bam-10463	11	12	the	the	DET
bam-10463	11	13	decision	decision	NOUN
bam-10463	11	14	tree	tree	NOUN
bam-10463	11	15	classifier	classifier	NOUN
bam-10463	11	16	showed	show	VERB
bam-10463	11	17	the	the	DET
bam-10463	11	18	highest	high	ADJ
bam-10463	11	19	accuracy	accuracy	NOUN
bam-10463	11	20	(	(	PUNCT
bam-10463	11	21	80.9	80.9	NUM
bam-10463	11	22	%	%	NOUN
bam-10463	11	23	)	)	PUNCT
bam-10463	11	24	and	and	CCONJ
bam-10463	11	25	also	also	ADV
bam-10463	11	26	the	the	DET
bam-10463	11	27	highest	high	ADJ
bam-10463	11	28	scores	score	NOUN
bam-10463	11	29	in	in	ADP
bam-10463	11	30	terms	term	NOUN
bam-10463	11	31	of	of	ADP
bam-10463	11	32	specificity	specificity	NOUN
bam-10463	11	33	and	and	CCONJ
bam-10463	11	34	precision	precision	NOUN
bam-10463	11	35	.	.	PUNCT
bam-10463	12	1	our	our	PRON
bam-10463	12	2	findings	finding	NOUN
bam-10463	12	3	indicate	indicate	VERB
bam-10463	12	4	that	that	SCONJ
bam-10463	12	5	patients	patient	NOUN
bam-10463	12	6	with	with	ADP
bam-10463	12	7	non	non	ADJ
bam-10463	12	8	-	-	ADJ
bam-10463	12	9	motor	motor	ADJ
bam-10463	12	10	mental	mental	ADJ
bam-10463	12	11	symptoms	symptom	NOUN
bam-10463	12	12	display	display	VERB
bam-10463	12	13	a	a	DET
bam-10463	12	14	worse	bad	ADJ
bam-10463	12	15	gait	gait	NOUN
bam-10463	12	16	pattern	pattern	NOUN
bam-10463	12	17	,	,	PUNCT
bam-10463	12	18	mainly	mainly	ADV
bam-10463	12	19	dominated	dominate	VERB
bam-10463	12	20	by	by	ADP
bam-10463	12	21	increased	increase	VERB
bam-10463	12	22	slowness	slowness	NOUN
bam-10463	12	23	and	and	CCONJ
bam-10463	12	24	dynamic	dynamic	ADJ
bam-10463	12	25	instability	instability	NOUN
bam-10463	12	26	.	.	PUNCT
bam-10463	13	1	key	key	ADJ
bam-10463	13	2	words	word	NOUN
bam-10463	13	3	:	:	PUNCT
bam-10463	13	4	gait	gait	ADJ
bam-10463	13	5	analysis	analysis	NOUN
bam-10463	13	6	;	;	PUNCT
bam-10463	13	7	machine	machine	NOUN
bam-10463	13	8	learning	learning	NOUN
bam-10463	13	9	;	;	PUNCT
bam-10463	13	10	parkinson	parkinson	NOUN
bam-10463	13	11	’s	’s	PART
bam-10463	13	12	disease	disease	NOUN
bam-10463	13	13	;	;	PUNCT
bam-10463	13	14	rehabilitation	rehabilitation	NOUN
bam-10463	13	15	engineering	engineering	NOUN
bam-10463	13	16	.	.	PUNCT
bam-10463	14	1	eur	eur	PROPN
bam-10463	14	2	j	j	PROPN
bam-10463	14	3	transl	transl	PROPN
bam-10463	14	4	myol	myol	ADV
bam-10463	14	5	32	32	NUM
bam-10463	14	6	(	(	PUNCT
bam-10463	14	7	2	2	NUM
bam-10463	14	8	):	):	PUNCT
bam-10463	14	9	10463	10463	NUM
bam-10463	14	10	,	,	PUNCT
bam-10463	14	11	2022	2022	NUM
bam-10463	14	12	doi	doi	NOUN
bam-10463	14	13	:	:	PUNCT
bam-10463	14	14	10.4081	10.4081	NUM
bam-10463	14	15	/	/	SYM
bam-10463	14	16	ejtm.2022.10463	ejtm.2022.10463	ADJ
bam-10463	14	17	parkinson	parkinson	NOUN
bam-10463	14	18	’s	’s	PART
bam-10463	14	19	disease	disease	NOUN
bam-10463	14	20	(	(	PUNCT
bam-10463	14	21	pd	pd	NOUN
bam-10463	14	22	)	)	PUNCT
bam-10463	14	23	is	be	AUX
bam-10463	14	24	a	a	DET
bam-10463	14	25	progressive	progressive	ADJ
bam-10463	14	26	,	,	PUNCT
bam-10463	14	27	disabling	disable	VERB
bam-10463	14	28	disorder	disorder	NOUN
bam-10463	14	29	and	and	CCONJ
bam-10463	14	30	the	the	DET
bam-10463	14	31	second	second	ADJ
bam-10463	14	32	most	most	ADV
bam-10463	14	33	common	common	ADJ
bam-10463	14	34	neurodegenerative	neurodegenerative	ADJ
bam-10463	14	35	disease	disease	NOUN
bam-10463	14	36	after	after	ADP
bam-10463	14	37	alzheimer	alzheimer	PROPN
bam-10463	14	38	disease	disease	PROPN
bam-10463	14	39	.	.	PUNCT
bam-10463	15	1	pd	pd	PROPN
bam-10463	15	2	clinical	clinical	ADJ
bam-10463	15	3	picture	picture	NOUN
bam-10463	15	4	is	be	AUX
bam-10463	15	5	characterized	characterize	VERB
bam-10463	15	6	by	by	ADP
bam-10463	15	7	a	a	DET
bam-10463	15	8	combination	combination	NOUN
bam-10463	15	9	of	of	ADP
bam-10463	15	10	motor	motor	NOUN
bam-10463	15	11	(	(	PUNCT
bam-10463	15	12	bradykinesia	bradykinesia	PROPN
bam-10463	15	13	,	,	PUNCT
bam-10463	15	14	resting	rest	VERB
bam-10463	15	15	tremor	tremor	NOUN
bam-10463	15	16	,	,	PUNCT
bam-10463	15	17	rigidity	rigidity	NOUN
bam-10463	15	18	,	,	PUNCT
bam-10463	15	19	and	and	CCONJ
bam-10463	15	20	stability	stability	NOUN
bam-10463	15	21	impairment	impairment	NOUN
bam-10463	15	22	)	)	PUNCT
bam-10463	15	23	and	and	CCONJ
bam-10463	15	24	non	non	ADJ
bam-10463	15	25	-	-	ADJ
bam-10463	15	26	motor	motor	ADJ
bam-10463	15	27	symptoms	symptom	NOUN
bam-10463	15	28	(	(	PUNCT
bam-10463	15	29	cognitive	cognitive	ADJ
bam-10463	15	30	decline	decline	NOUN
bam-10463	15	31	,	,	PUNCT
bam-10463	15	32	psychosis	psychosis	NOUN
bam-10463	15	33	,	,	PUNCT
bam-10463	15	34	autonomic	autonomic	ADJ
bam-10463	15	35	symptoms	symptom	NOUN
bam-10463	15	36	,	,	PUNCT
bam-10463	15	37	etc	etc	X
bam-10463	15	38	.	.	X
bam-10463	15	39	)	)	PUNCT
bam-10463	15	40	that	that	PRON
bam-10463	15	41	worsen	worsen	VERB
bam-10463	15	42	as	as	SCONJ
bam-10463	15	43	the	the	DET
bam-10463	15	44	disease	disease	NOUN
bam-10463	15	45	progresses	progress	VERB
bam-10463	15	46	.	.	PUNCT
bam-10463	16	1	among	among	ADP
bam-10463	16	2	nonmotor	nonmotor	NOUN
bam-10463	16	3	symptoms	symptom	NOUN
bam-10463	16	4	,	,	PUNCT
bam-10463	16	5	neuropsychiatric	neuropsychiatric	ADJ
bam-10463	16	6	symptoms	symptom	NOUN
bam-10463	16	7	,	,	PUNCT
bam-10463	16	8	including	include	VERB
bam-10463	16	9	cognitive	cognitive	ADJ
bam-10463	16	10	impairment	impairment	NOUN
bam-10463	16	11	,	,	PUNCT
bam-10463	16	12	depression	depression	NOUN
bam-10463	16	13	,	,	PUNCT
bam-10463	16	14	psychosis	psychosis	NOUN
bam-10463	16	15	,	,	PUNCT
bam-10463	16	16	apathy	apathy	NOUN
bam-10463	16	17	,	,	PUNCT
bam-10463	16	18	are	be	AUX
bam-10463	16	19	associated	associate	VERB
bam-10463	16	20	with	with	ADP
bam-10463	16	21	worse	bad	ADJ
bam-10463	16	22	quality	quality	NOUN
bam-10463	16	23	of	of	ADP
bam-10463	16	24	life	life	NOUN
bam-10463	16	25	,	,	PUNCT
bam-10463	16	26	can	can	AUX
bam-10463	16	27	significantly	significantly	ADV
bam-10463	16	28	contribute	contribute	VERB
bam-10463	16	29	to	to	ADP
bam-10463	16	30	patient	patient	NOUN
bam-10463	16	31	disability	disability	NOUN
bam-10463	16	32	and	and	CCONJ
bam-10463	16	33	even	even	ADV
bam-10463	16	34	increase	increase	VERB
bam-10463	16	35	mortality.1	mortality.1	NOUN
bam-10463	16	36	-	-	PUNCT
bam-10463	16	37	3	3	NUM
bam-10463	16	38	neuropsychiatric	neuropsychiatric	ADJ
bam-10463	16	39	non	non	ADJ
bam-10463	16	40	-	-	ADJ
bam-10463	16	41	motor	motor	ADJ
bam-10463	16	42	symptoms	symptom	NOUN
bam-10463	16	43	and	and	CCONJ
bam-10463	16	44	gait	gait	NOUN
bam-10463	16	45	in	in	ADP
bam-10463	16	46	pd	pd	PROPN
bam-10463	16	47	appear	appear	VERB
bam-10463	16	48	being	be	AUX
bam-10463	16	49	closely	closely	ADV
bam-10463	16	50	related	relate	VERB
bam-10463	16	51	in	in	ADP
bam-10463	16	52	a	a	DET
bam-10463	16	53	complex	complex	ADJ
bam-10463	16	54	pattern	pattern	NOUN
bam-10463	16	55	.	.	PUNCT
bam-10463	17	1	gait	gait	PROPN
bam-10463	17	2	is	be	AUX
bam-10463	17	3	no	no	ADV
bam-10463	17	4	longer	long	ADV
bam-10463	17	5	considered	consider	VERB
bam-10463	17	6	as	as	ADP
bam-10463	17	7	an	an	DET
bam-10463	17	8	automatic	automatic	ADJ
bam-10463	17	9	task	task	NOUN
bam-10463	17	10	,	,	PUNCT
bam-10463	17	11	but	but	CCONJ
bam-10463	17	12	an	an	DET
bam-10463	17	13	activity	activity	NOUN
bam-10463	17	14	requiring	require	VERB
bam-10463	17	15	multiple	multiple	ADJ
bam-10463	17	16	cognitive	cognitive	ADJ
bam-10463	17	17	skills,4	skills,4	NOUN
bam-10463	17	18	as	as	ADP
bam-10463	17	19	a	a	DET
bam-10463	17	20	consequence	consequence	NOUN
bam-10463	17	21	,	,	PUNCT
bam-10463	17	22	gait	gait	NOUN
bam-10463	17	23	has	have	AUX
bam-10463	17	24	been	be	AUX
bam-10463	17	25	considered	consider	VERB
bam-10463	17	26	a	a	DET
bam-10463	17	27	reliable	reliable	ADJ
bam-10463	17	28	surrogate	surrogate	NOUN
bam-10463	17	29	biomarker	biomarker	NOUN
bam-10463	17	30	of	of	ADP
bam-10463	17	31	cognitive	cognitive	ADJ
bam-10463	17	32	decline	decline	NOUN
bam-10463	17	33	in	in	ADP
bam-10463	17	34	pd.5	pd.5	PROPN
bam-10463	17	35	in	in	ADP
bam-10463	17	36	addition	addition	NOUN
bam-10463	17	37	,	,	PUNCT
bam-10463	17	38	affective	affective	ADJ
bam-10463	17	39	symptoms	symptom	NOUN
bam-10463	17	40	,	,	PUNCT
bam-10463	17	41	like	like	ADP
bam-10463	17	42	depression	depression	NOUN
bam-10463	17	43	and	and	CCONJ
bam-10463	17	44	anxiety	anxiety	NOUN
bam-10463	17	45	and	and	CCONJ
bam-10463	17	46	psychotic	psychotic	ADJ
bam-10463	17	47	symptoms,6	symptoms,6	VERB
bam-10463	17	48	-	-	PUNCT
bam-10463	17	49	7	7	NUM
bam-10463	17	50	have	have	AUX
bam-10463	17	51	been	be	AUX
bam-10463	17	52	associated	associate	VERB
bam-10463	17	53	with	with	ADP
bam-10463	17	54	gait	gait	ADJ
bam-10463	17	55	dysfunction	dysfunction	NOUN
bam-10463	17	56	and	and	CCONJ
bam-10463	17	57	instability	instability	NOUN
bam-10463	17	58	in	in	ADP
bam-10463	17	59	pd	pd	PROPN
bam-10463	17	60	.	.	PUNCT
bam-10463	17	61	indeed	indeed	ADV
bam-10463	17	62	,	,	PUNCT
bam-10463	17	63	the	the	DET
bam-10463	17	64	relationship	relationship	NOUN
bam-10463	17	65	between	between	ADP
bam-10463	17	66	neuropsychiatric	neuropsychiatric	ADJ
bam-10463	17	67	symptoms	symptom	NOUN
bam-10463	17	68	and	and	CCONJ
bam-10463	17	69	gait	gait	NOUN
bam-10463	17	70	is	be	AUX
bam-10463	17	71	quite	quite	ADV
bam-10463	17	72	complex	complex	ADJ
bam-10463	17	73	,	,	PUNCT
bam-10463	17	74	thus	thus	ADV
bam-10463	17	75	reflecting	reflect	VERB
bam-10463	17	76	,	,	PUNCT
bam-10463	17	77	at	at	ADP
bam-10463	17	78	least	least	ADJ
bam-10463	17	79	to	to	ADP
bam-10463	17	80	some	some	DET
bam-10463	17	81	extent	extent	NOUN
bam-10463	17	82	,	,	PUNCT
bam-10463	17	83	the	the	DET
bam-10463	17	84	progression	progression	NOUN
bam-10463	17	85	of	of	ADP
bam-10463	17	86	the	the	DET
bam-10463	17	87	neurodegenerative	neurodegenerative	ADJ
bam-10463	17	88	process	process	NOUN
bam-10463	17	89	involving	involve	VERB
bam-10463	17	90	non	non	ADJ
bam-10463	17	91	-	-	ADJ
bam-10463	17	92	dopaminergic	dopaminergic	ADJ
bam-10463	17	93	networks	network	NOUN
bam-10463	17	94	and	and	CCONJ
bam-10463	17	95	posterior	posterior	ADJ
bam-10463	17	96	cortical	cortical	ADJ
bam-10463	17	97	areas.8	areas.8	PROPN
bam-10463	17	98	-	-	PUNCT
bam-10463	17	99	9	9	NUM
bam-10463	17	100	gait	gait	NOUN
bam-10463	17	101	analysis	analysis	NOUN
bam-10463	17	102	has	have	AUX
bam-10463	17	103	been	be	AUX
bam-10463	17	104	used	use	VERB
bam-10463	17	105	for	for	ADP
bam-10463	17	106	years	year	NOUN
bam-10463	17	107	to	to	PART
bam-10463	17	108	measure	measure	VERB
bam-10463	17	109	,	,	PUNCT
bam-10463	17	110	describe	describe	VERB
bam-10463	17	111	and	and	CCONJ
bam-10463	17	112	assess	assess	VERB
bam-10463	17	113	the	the	DET
bam-10463	17	114	human	human	ADJ
bam-10463	17	115	movement	movement	NOUN
bam-10463	17	116	in	in	ADP
bam-10463	17	117	a	a	DET
bam-10463	17	118	three	three	NUM
bam-10463	17	119	-	-	PUNCT
bam-10463	17	120	dimensional	dimensional	ADJ
bam-10463	17	121	,	,	PUNCT
bam-10463	17	122	gait	gait	ADJ
bam-10463	17	123	and	and	CCONJ
bam-10463	17	124	neuropsychiatric	neuropsychiatric	ADJ
bam-10463	17	125	symptoms	symptom	NOUN
bam-10463	17	126	in	in	ADP
bam-10463	17	127	parkinson	parkinson	NOUN
bam-10463	17	128	’s	’s	PART
bam-10463	17	129	disease	disease	NOUN
bam-10463	17	130	eur	eur	PROPN
bam-10463	17	131	j	j	PROPN
bam-10463	17	132	transl	transl	PROPN
bam-10463	17	133	myol	myol	ADV
bam-10463	17	134	32	32	NUM
bam-10463	17	135	(	(	PUNCT
bam-10463	17	136	2	2	NUM
bam-10463	17	137	):	):	PUNCT
bam-10463	17	138	10463	10463	NUM
bam-10463	17	139	,	,	PUNCT
bam-10463	17	140	2022	2022	NUM
bam-10463	17	141	doi	doi	NOUN
bam-10463	17	142	:	:	PUNCT
bam-10463	17	143	10.4081	10.4081	NUM
bam-10463	17	144	/	/	SYM
bam-10463	17	145	ejtm.2022.10463	ejtm.2022.10463	ADJ
bam-10463	17	146	2	2	NUM
bam-10463	17	147	computerized	computerized	ADJ
bam-10463	17	148	and	and	CCONJ
bam-10463	17	149	non	non	ADJ
bam-10463	17	150	-	-	ADJ
bam-10463	17	151	invasive	invasive	ADJ
bam-10463	17	152	way	way	NOUN
bam-10463	17	153	.	.	PUNCT
bam-10463	18	1	it	it	PRON
bam-10463	18	2	has	have	AUX
bam-10463	18	3	been	be	AUX
bam-10463	18	4	used	use	VERB
bam-10463	18	5	in	in	ADP
bam-10463	18	6	literature	literature	NOUN
bam-10463	18	7	to	to	PART
bam-10463	18	8	study	study	VERB
bam-10463	18	9	neurodegenerative	neurodegenerative	ADJ
bam-10463	18	10	disease	disease	NOUN
bam-10463	18	11	such	such	ADJ
bam-10463	18	12	as	as	ADP
bam-10463	18	13	:	:	PUNCT
bam-10463	18	14	parkinsonism	parkinsonism	NOUN
bam-10463	18	15	,	,	PUNCT
bam-10463	18	16	multiple	multiple	ADJ
bam-10463	18	17	sclerosis	sclerosis	NOUN
bam-10463	18	18	,	,	PUNCT
bam-10463	18	19	a	a	DET
bam-10463	18	20	progressive	progressive	ADJ
bam-10463	18	21	and	and	CCONJ
bam-10463	18	22	demyelinating	demyelinate	VERB
bam-10463	18	23	disease	disease	NOUN
bam-10463	18	24	of	of	ADP
bam-10463	18	25	the	the	DET
bam-10463	18	26	central	central	ADJ
bam-10463	18	27	nervous	nervous	ADJ
bam-10463	18	28	system	system	NOUN
bam-10463	18	29	,	,	PUNCT
bam-10463	18	30	progressive	progressive	ADJ
bam-10463	18	31	supranuclear	supranuclear	VERB
bam-10463	18	32	palsy.10	palsy.10	NOUN
bam-10463	18	33	-	-	PUNCT
bam-10463	18	34	11	11	NUM
bam-10463	18	35	similarly	similarly	ADV
bam-10463	18	36	,	,	PUNCT
bam-10463	18	37	machine	machine	NOUN
bam-10463	18	38	learning	learning	NOUN
bam-10463	18	39	(	(	PUNCT
bam-10463	18	40	ml	ml	NOUN
bam-10463	18	41	)	)	PUNCT
bam-10463	18	42	has	have	AUX
bam-10463	18	43	been	be	AUX
bam-10463	18	44	employed	employ	VERB
bam-10463	18	45	for	for	ADP
bam-10463	18	46	similar	similar	ADJ
bam-10463	18	47	purposes	purpose	NOUN
bam-10463	18	48	;	;	PUNCT
bam-10463	18	49	there	there	PRON
bam-10463	18	50	are	be	VERB
bam-10463	18	51	many	many	ADJ
bam-10463	18	52	combined	combine	VERB
bam-10463	18	53	uses	use	NOUN
bam-10463	18	54	of	of	ADP
bam-10463	18	55	ml	ml	NOUN
bam-10463	18	56	and	and	CCONJ
bam-10463	18	57	gait	gait	VERB
bam-10463	18	58	analysis	analysis	NOUN
bam-10463	18	59	:	:	PUNCT
bam-10463	18	60	some	some	DET
bam-10463	18	61	researchers	researcher	NOUN
bam-10463	18	62	tried	try	VERB
bam-10463	18	63	to	to	PART
bam-10463	18	64	make	make	VERB
bam-10463	18	65	an	an	DET
bam-10463	18	66	automatic	automatic	ADJ
bam-10463	18	67	diagnosis	diagnosis	NOUN
bam-10463	18	68	of	of	ADP
bam-10463	18	69	pd	pd	PROPN
bam-10463	18	70	,	,	PUNCT
bam-10463	18	71	others	other	NOUN
bam-10463	18	72	focused	focus	VERB
bam-10463	18	73	on	on	ADP
bam-10463	18	74	the	the	DET
bam-10463	18	75	classification	classification	NOUN
bam-10463	18	76	of	of	ADP
bam-10463	18	77	different	different	ADJ
bam-10463	18	78	parkinsonism	parkinsonism	NOUN
bam-10463	18	79	or	or	CCONJ
bam-10463	18	80	the	the	DET
bam-10463	18	81	stages	stage	NOUN
bam-10463	18	82	of	of	ADP
bam-10463	18	83	pd	pd	PROPN
bam-10463	18	84	through	through	ADP
bam-10463	18	85	gait	gait	NOUN
bam-10463	18	86	analysis	analysis	NOUN
bam-10463	18	87	features.12	features.12	PROPN
bam-10463	18	88	-	-	SYM
bam-10463	18	89	13	13	NUM
bam-10463	18	90	others	other	NOUN
bam-10463	18	91	have	have	AUX
bam-10463	18	92	explored	explore	VERB
bam-10463	18	93	the	the	DET
bam-10463	18	94	possibility	possibility	NOUN
bam-10463	18	95	to	to	PART
bam-10463	18	96	predict	predict	VERB
bam-10463	18	97	the	the	DET
bam-10463	18	98	presence	presence	NOUN
bam-10463	18	99	of	of	ADP
bam-10463	18	100	non	non	ADJ
bam-10463	18	101	-	-	ADJ
bam-10463	18	102	motor	motor	ADJ
bam-10463	18	103	symptoms	symptom	NOUN
bam-10463	18	104	:	:	PUNCT
bam-10463	18	105	ricciardi	ricciardi	NOUN
bam-10463	18	106	et	et	PROPN
bam-10463	18	107	al	al	PROPN
bam-10463	18	108	.	.	PROPN
bam-10463	18	109	employed	employ	VERB
bam-10463	18	110	spatial	spatial	ADJ
bam-10463	18	111	and	and	CCONJ
bam-10463	18	112	temporal	temporal	ADJ
bam-10463	18	113	features	feature	NOUN
bam-10463	18	114	obtained	obtain	VERB
bam-10463	18	115	through	through	ADP
bam-10463	18	116	gait	gait	ADJ
bam-10463	18	117	analysis	analysis	NOUN
bam-10463	18	118	to	to	PART
bam-10463	18	119	differentiate	differentiate	VERB
bam-10463	18	120	pd	pd	NOUN
bam-10463	18	121	patients	patient	NOUN
bam-10463	18	122	with	with	ADP
bam-10463	18	123	and	and	CCONJ
bam-10463	18	124	without	without	ADP
bam-10463	18	125	mild	mild	ADJ
bam-10463	18	126	cognitive	cognitive	ADJ
bam-10463	18	127	impairment	impairment	NOUN
bam-10463	18	128	,	,	PUNCT
bam-10463	18	129	implementing	implement	VERB
bam-10463	18	130	ml	ml	ADP
bam-10463	18	131	algorithms.14	algorithms.14	ADP
bam-10463	18	132	the	the	DET
bam-10463	18	133	aim	aim	NOUN
bam-10463	18	134	of	of	ADP
bam-10463	18	135	this	this	DET
bam-10463	18	136	study	study	NOUN
bam-10463	18	137	is	be	AUX
bam-10463	18	138	to	to	PART
bam-10463	18	139	employ	employ	VERB
bam-10463	18	140	spatial	spatial	ADJ
bam-10463	18	141	and	and	CCONJ
bam-10463	18	142	temporal	temporal	ADJ
bam-10463	18	143	features	feature	NOUN
bam-10463	18	144	obtained	obtain	VERB
bam-10463	18	145	through	through	ADP
bam-10463	18	146	gait	gait	ADJ
bam-10463	18	147	analysis	analysis	NOUN
bam-10463	18	148	to	to	PART
bam-10463	18	149	find	find	VERB
bam-10463	18	150	differences	difference	NOUN
bam-10463	18	151	in	in	ADP
bam-10463	18	152	patients	patient	NOUN
bam-10463	18	153	with	with	ADP
bam-10463	18	154	and	and	CCONJ
bam-10463	18	155	without	without	ADP
bam-10463	18	156	non	non	ADJ
bam-10463	18	157	-	-	ADJ
bam-10463	18	158	motor	motor	ADJ
bam-10463	18	159	mental	mental	ADJ
bam-10463	18	160	symptoms	symptom	NOUN
bam-10463	18	161	through	through	ADP
bam-10463	18	162	a	a	DET
bam-10463	18	163	univariate	univariate	ADJ
bam-10463	18	164	statistical	statistical	ADJ
bam-10463	18	165	analysis	analysis	NOUN
bam-10463	18	166	and	and	CCONJ
bam-10463	18	167	then	then	ADV
bam-10463	18	168	implementing	implement	VERB
bam-10463	18	169	ml	ml	NOUN
bam-10463	18	170	algorithms	algorithm	NOUN
bam-10463	18	171	and	and	CCONJ
bam-10463	18	172	help	help	VERB
bam-10463	18	173	the	the	DET
bam-10463	18	174	clinicians	clinician	NOUN
bam-10463	18	175	into	into	ADP
bam-10463	18	176	investigating	investigate	VERB
bam-10463	18	177	the	the	DET
bam-10463	18	178	interplay	interplay	NOUN
bam-10463	18	179	between	between	ADP
bam-10463	18	180	gait	gait	ADJ
bam-10463	18	181	and	and	CCONJ
bam-10463	18	182	neuropsychiatric	neuropsychiatric	ADJ
bam-10463	18	183	symptoms	symptom	NOUN
bam-10463	18	184	in	in	ADP
bam-10463	18	185	pd	pd	PROPN
bam-10463	18	186	(	(	PUNCT
bam-10463	18	187	figure	figure	NOUN
bam-10463	18	188	1	1	NUM
bam-10463	18	189	)	)	PUNCT
bam-10463	18	190	.	.	PUNCT
bam-10463	19	1	materials	material	NOUN
bam-10463	19	2	and	and	CCONJ
bam-10463	19	3	methods	method	NOUN
bam-10463	19	4	the	the	DET
bam-10463	19	5	dataset	dataset	NOUN
bam-10463	19	6	the	the	DET
bam-10463	19	7	population	population	NOUN
bam-10463	19	8	of	of	ADP
bam-10463	19	9	the	the	DET
bam-10463	19	10	present	present	ADJ
bam-10463	19	11	study	study	NOUN
bam-10463	19	12	was	be	AUX
bam-10463	19	13	composed	compose	VERB
bam-10463	19	14	by	by	ADP
bam-10463	19	15	68	68	NUM
bam-10463	19	16	subjects	subject	NOUN
bam-10463	19	17	,	,	PUNCT
bam-10463	19	18	affected	affect	VERB
bam-10463	19	19	by	by	ADP
bam-10463	19	20	pd	pd	PROPN
bam-10463	19	21	according	accord	VERB
bam-10463	19	22	to	to	ADP
bam-10463	19	23	the	the	DET
bam-10463	19	24	diagnostic	diagnostic	ADJ
bam-10463	19	25	criteria	criterion	NOUN
bam-10463	19	26	for	for	ADP
bam-10463	19	27	pd	pd	PROPN
bam-10463	19	28	established	establish	VERB
bam-10463	19	29	by	by	ADP
bam-10463	19	30	the	the	DET
bam-10463	19	31	united	united	PROPN
bam-10463	19	32	kingdom	kingdom	PROPN
bam-10463	19	33	parkinson	parkinson	NOUN
bam-10463	19	34	’s	’s	PART
bam-10463	19	35	disease	disease	PROPN
bam-10463	19	36	society	society	PROPN
bam-10463	19	37	brain	brain	NOUN
bam-10463	19	38	bank.15	bank.15	NOUN
bam-10463	19	39	patients	patient	NOUN
bam-10463	19	40	were	be	AUX
bam-10463	19	41	consecutively	consecutively	ADV
bam-10463	19	42	enrolled	enrol	VERB
bam-10463	19	43	among	among	ADP
bam-10463	19	44	those	those	PRON
bam-10463	19	45	referring	refer	VERB
bam-10463	19	46	to	to	ADP
bam-10463	19	47	the	the	DET
bam-10463	19	48	center	center	NOUN
bam-10463	19	49	for	for	ADP
bam-10463	19	50	neurodegenerative	neurodegenerative	ADJ
bam-10463	19	51	diseases	disease	NOUN
bam-10463	19	52	of	of	ADP
bam-10463	19	53	the	the	DET
bam-10463	19	54	university	university	NOUN
bam-10463	19	55	of	of	ADP
bam-10463	19	56	salerno	salerno	PROPN
bam-10463	19	57	.	.	PUNCT
bam-10463	20	1	the	the	DET
bam-10463	20	2	study	study	NOUN
bam-10463	20	3	was	be	AUX
bam-10463	20	4	performed	perform	VERB
bam-10463	20	5	in	in	ADP
bam-10463	20	6	accordance	accordance	NOUN
bam-10463	20	7	with	with	ADP
bam-10463	20	8	the	the	DET
bam-10463	20	9	1964	1964	NUM
bam-10463	20	10	declaration	declaration	NOUN
bam-10463	20	11	of	of	ADP
bam-10463	20	12	helsinki	helsinki	PROPN
bam-10463	20	13	and	and	CCONJ
bam-10463	20	14	was	be	AUX
bam-10463	20	15	approved	approve	VERB
bam-10463	20	16	by	by	ADP
bam-10463	20	17	campania	campania	PROPN
bam-10463	20	18	sud	sud	PROPN
bam-10463	20	19	reference	reference	PROPN
bam-10463	20	20	ethics	ethics	PROPN
bam-10463	20	21	committee	committee	PROPN
bam-10463	20	22	of	of	ADP
bam-10463	20	23	the	the	DET
bam-10463	20	24	center	center	NOUN
bam-10463	20	25	for	for	ADP
bam-10463	20	26	neurodegenerative	neurodegenerative	ADJ
bam-10463	20	27	diseases	disease	NOUN
bam-10463	20	28	of	of	ADP
bam-10463	20	29	the	the	DET
bam-10463	20	30	university	university	NOUN
bam-10463	20	31	of	of	ADP
bam-10463	20	32	salerno	salerno	PROPN
bam-10463	20	33	(	(	PUNCT
bam-10463	20	34	04/12/2020	04/12/2020	NUM
bam-10463	20	35	,	,	PUNCT
bam-10463	20	36	protocol	protocol	NOUN
bam-10463	20	37	number	number	NOUN
bam-10463	20	38	:	:	PUNCT
bam-10463	20	39	177	177	NUM
bam-10463	20	40	)	)	PUNCT
bam-10463	20	41	.	.	PUNCT
bam-10463	21	1	written	write	VERB
bam-10463	21	2	informed	informed	ADJ
bam-10463	21	3	consent	consent	NOUN
bam-10463	21	4	was	be	AUX
bam-10463	21	5	obtained	obtain	VERB
bam-10463	21	6	from	from	ADP
bam-10463	21	7	all	all	DET
bam-10463	21	8	participants	participant	NOUN
bam-10463	21	9	.	.	PUNCT
bam-10463	22	1	inclusion	inclusion	NOUN
bam-10463	22	2	and	and	CCONJ
bam-10463	22	3	exclusion	exclusion	NOUN
bam-10463	22	4	criteria	criterion	NOUN
bam-10463	22	5	are	be	AUX
bam-10463	22	6	reported	report	VERB
bam-10463	22	7	elsewhere.16	elsewhere.16	PROPN
bam-10463	22	8	motor	motor	PROPN
bam-10463	22	9	and	and	CCONJ
bam-10463	22	10	non	non	ADJ
bam-10463	22	11	-	-	ADJ
bam-10463	22	12	motor	motor	ADJ
bam-10463	22	13	symptoms	symptom	NOUN
bam-10463	22	14	of	of	ADP
bam-10463	22	15	pd	pd	PROPN
bam-10463	22	16	were	be	AUX
bam-10463	22	17	evaluated	evaluate	VERB
bam-10463	22	18	by	by	ADP
bam-10463	22	19	means	mean	NOUN
bam-10463	22	20	of	of	ADP
bam-10463	22	21	unified	unified	ADJ
bam-10463	22	22	parkinson	parkinson	NOUN
bam-10463	22	23	disease	disease	NOUN
bam-10463	22	24	rating	rating	NOUN
bam-10463	22	25	scale	scale	NOUN
bam-10463	22	26	(	(	PUNCT
bam-10463	22	27	updrs	updrs	X
bam-10463	22	28	)	)	PUNCT
bam-10463	22	29	and	and	CCONJ
bam-10463	22	30	hoehn	hoehn	NOUN
bam-10463	22	31	and	and	CCONJ
bam-10463	22	32	yahr	yahr	ADJ
bam-10463	22	33	scale	scale	NOUN
bam-10463	22	34	(	(	PUNCT
bam-10463	22	35	h&y	h&y	PROPN
bam-10463	22	36	)	)	PUNCT
bam-10463	22	37	.	.	PUNCT
bam-10463	23	1	the	the	DET
bam-10463	23	2	updrs	updrs	PROPN
bam-10463	23	3	is	be	AUX
bam-10463	23	4	the	the	DET
bam-10463	23	5	most	most	ADV
bam-10463	23	6	common	common	ADJ
bam-10463	23	7	clinical	clinical	ADJ
bam-10463	23	8	rating	rating	NOUN
bam-10463	23	9	scale	scale	NOUN
bam-10463	23	10	to	to	PART
bam-10463	23	11	define	define	VERB
bam-10463	23	12	the	the	DET
bam-10463	23	13	severity	severity	NOUN
bam-10463	23	14	of	of	ADP
bam-10463	23	15	pd	pd	PROPN
bam-10463	23	16	,	,	PUNCT
bam-10463	23	17	which	which	PRON
bam-10463	23	18	consists	consist	VERB
bam-10463	23	19	in	in	ADP
bam-10463	23	20	the	the	DET
bam-10463	23	21	following	follow	VERB
bam-10463	23	22	parts	part	NOUN
bam-10463	23	23	:	:	PUNCT
bam-10463	23	24	clinical	clinical	ADJ
bam-10463	23	25	assessment	assessment	NOUN
bam-10463	23	26	of	of	ADP
bam-10463	23	27	mentation	mentation	NOUN
bam-10463	23	28	,	,	PUNCT
bam-10463	23	29	behaviour	behaviour	NOUN
bam-10463	23	30	and	and	CCONJ
bam-10463	23	31	mood	mood	NOUN
bam-10463	23	32	(	(	PUNCT
bam-10463	23	33	updrs	updrs	VERB
bam-10463	23	34	-	-	NOUN
bam-10463	23	35	part	part	NOUN
bam-10463	23	36	i	i	PROPN
bam-10463	23	37	)	)	PUNCT
bam-10463	23	38	,	,	PUNCT
bam-10463	23	39	auto	auto	NOUN
bam-10463	23	40	-	-	PUNCT
bam-10463	23	41	assessment	assessment	NOUN
bam-10463	23	42	of	of	ADP
bam-10463	23	43	activities	activity	NOUN
bam-10463	23	44	of	of	ADP
bam-10463	23	45	daily	daily	ADJ
bam-10463	23	46	living	living	NOUN
bam-10463	23	47	(	(	PUNCT
bam-10463	23	48	updrs	updrs	PROPN
bam-10463	23	49	-	-	NOUN
bam-10463	23	50	part	part	NOUN
bam-10463	23	51	ii	ii	PROPN
bam-10463	23	52	)	)	PUNCT
bam-10463	23	53	,	,	PUNCT
bam-10463	23	54	motor	motor	NOUN
bam-10463	23	55	examination	examination	NOUN
bam-10463	23	56	(	(	PUNCT
bam-10463	23	57	updrs	updrs	PROPN
bam-10463	23	58	-	-	NOUN
bam-10463	23	59	part	part	NOUN
bam-10463	23	60	iii	iii	NOUN
bam-10463	23	61	)	)	PUNCT
bam-10463	23	62	and	and	CCONJ
bam-10463	23	63	the	the	DET
bam-10463	23	64	complications	complication	NOUN
bam-10463	23	65	of	of	ADP
bam-10463	23	66	therapy	therapy	NOUN
bam-10463	23	67	(	(	PUNCT
bam-10463	23	68	updrs	updrs	VERB
bam-10463	23	69	-	-	NOUN
bam-10463	23	70	part	part	NOUN
bam-10463	23	71	iv	iv	NUM
bam-10463	23	72	)	)	PUNCT
bam-10463	23	73	.	.	PUNCT
bam-10463	24	1	non	non	ADJ
bam-10463	24	2	-	-	ADJ
bam-10463	24	3	motor	motor	ADJ
bam-10463	24	4	mental	mental	ADJ
bam-10463	24	5	symptoms	symptom	NOUN
bam-10463	24	6	were	be	AUX
bam-10463	24	7	recognized	recognize	VERB
bam-10463	24	8	by	by	ADP
bam-10463	24	9	the	the	DET
bam-10463	24	10	use	use	NOUN
bam-10463	24	11	of	of	ADP
bam-10463	24	12	updrs	updr	NOUN
bam-10463	24	13	-	-	NOUN
bam-10463	24	14	part	part	NOUN
bam-10463	24	15	i.	i.	NOUN
bam-10463	24	16	this	this	PRON
bam-10463	24	17	is	be	AUX
bam-10463	24	18	composed	compose	VERB
bam-10463	24	19	of	of	ADP
bam-10463	24	20	two	two	NUM
bam-10463	24	21	parts	part	NOUN
bam-10463	24	22	:	:	PUNCT
bam-10463	24	23	part	part	PROPN
bam-10463	24	24	ia	ia	PROPN
bam-10463	24	25	focuses	focus	VERB
bam-10463	24	26	on	on	ADP
bam-10463	24	27	complex	complex	ADJ
bam-10463	24	28	behaviours	behaviour	NOUN
bam-10463	24	29	and	and	CCONJ
bam-10463	24	30	includes	include	VERB
bam-10463	24	31	six	six	NUM
bam-10463	24	32	items	item	NOUN
bam-10463	24	33	,	,	PUNCT
bam-10463	24	34	namely	namely	ADV
bam-10463	24	35	cognitive	cognitive	ADJ
bam-10463	24	36	impairment	impairment	NOUN
bam-10463	24	37	,	,	PUNCT
bam-10463	24	38	hallucinations	hallucination	NOUN
bam-10463	24	39	and	and	CCONJ
bam-10463	24	40	psychosis	psychosis	NOUN
bam-10463	24	41	,	,	PUNCT
bam-10463	24	42	depression	depression	NOUN
bam-10463	24	43	,	,	PUNCT
bam-10463	24	44	anxiety	anxiety	NOUN
bam-10463	24	45	,	,	PUNCT
bam-10463	24	46	apathy	apathy	NOUN
bam-10463	24	47	and	and	CCONJ
bam-10463	24	48	impulse	impulse	ADJ
bam-10463	24	49	control	control	NOUN
bam-10463	24	50	disorders	disorder	NOUN
bam-10463	24	51	while	while	SCONJ
bam-10463	24	52	part	part	NOUN
bam-10463	24	53	ib	ib	NOUN
bam-10463	24	54	is	be	AUX
bam-10463	24	55	a	a	DET
bam-10463	24	56	component	component	NOUN
bam-10463	24	57	of	of	ADP
bam-10463	24	58	the	the	DET
bam-10463	24	59	self	self	NOUN
bam-10463	24	60	-	-	PUNCT
bam-10463	24	61	administered	administer	VERB
bam-10463	24	62	patient	patient	ADJ
bam-10463	24	63	questionnaire	questionnaire	NOUN
bam-10463	24	64	that	that	PRON
bam-10463	24	65	covers	cover	VERB
bam-10463	24	66	questions	question	NOUN
bam-10463	24	67	on	on	ADP
bam-10463	24	68	non	non	ADJ
bam-10463	24	69	-	-	ADJ
bam-10463	24	70	motor	motor	ADJ
bam-10463	24	71	experiences	experience	NOUN
bam-10463	24	72	of	of	ADP
bam-10463	24	73	daily	daily	ADJ
bam-10463	24	74	living	living	NOUN
bam-10463	24	75	.	.	PUNCT
bam-10463	25	1	in	in	ADP
bam-10463	25	2	this	this	DET
bam-10463	25	3	study	study	NOUN
bam-10463	25	4	,	,	PUNCT
bam-10463	25	5	the	the	DET
bam-10463	25	6	dataset	dataset	NOUN
bam-10463	25	7	was	be	AUX
bam-10463	25	8	created	create	VERB
bam-10463	25	9	by	by	ADP
bam-10463	25	10	summing	sum	VERB
bam-10463	25	11	the	the	DET
bam-10463	25	12	scores	score	NOUN
bam-10463	25	13	concerning	concern	VERB
bam-10463	25	14	the	the	DET
bam-10463	25	15	first	first	ADJ
bam-10463	25	16	six	six	NUM
bam-10463	25	17	items	item	NOUN
bam-10463	25	18	of	of	ADP
bam-10463	25	19	the	the	DET
bam-10463	25	20	updrs	updrs	PROPN
bam-10463	25	21	part	part	PROPN
bam-10463	25	22	ia	ia	PROPN
bam-10463	25	23	.	.	PUNCT
bam-10463	25	24	each	each	DET
bam-10463	25	25	item	item	NOUN
bam-10463	25	26	of	of	ADP
bam-10463	25	27	the	the	DET
bam-10463	25	28	updrs	updrs	PROPN
bam-10463	25	29	part	part	NOUN
bam-10463	25	30	ia	ia	PROPN
bam-10463	25	31	may	may	AUX
bam-10463	25	32	range	range	VERB
bam-10463	25	33	from	from	ADP
bam-10463	25	34	0	0	NUM
bam-10463	25	35	(	(	PUNCT
bam-10463	25	36	the	the	DET
bam-10463	25	37	symptom	symptom	NOUN
bam-10463	25	38	is	be	AUX
bam-10463	25	39	absent	absent	ADJ
bam-10463	25	40	)	)	PUNCT
bam-10463	25	41	to	to	ADP
bam-10463	25	42	4	4	NUM
bam-10463	25	43	(	(	PUNCT
bam-10463	25	44	the	the	DET
bam-10463	25	45	symptom	symptom	NOUN
bam-10463	25	46	is	be	AUX
bam-10463	25	47	severe	severe	ADJ
bam-10463	25	48	)	)	PUNCT
bam-10463	25	49	.	.	PUNCT
bam-10463	26	1	fig	fig	NOUN
bam-10463	26	2	1	1	NUM
bam-10463	26	3	.	.	PUNCT
bam-10463	27	1	workflow	workflow	NOUN
bam-10463	27	2	of	of	ADP
bam-10463	27	3	the	the	DET
bam-10463	27	4	research	research	NOUN
bam-10463	27	5	study	study	NOUN
bam-10463	27	6	gait	gait	NOUN
bam-10463	27	7	and	and	CCONJ
bam-10463	27	8	neuropsychiatric	neuropsychiatric	ADJ
bam-10463	27	9	symptoms	symptom	NOUN
bam-10463	27	10	in	in	ADP
bam-10463	27	11	parkinson	parkinson	NOUN
bam-10463	27	12	’s	’s	PART
bam-10463	27	13	disease	disease	NOUN
bam-10463	27	14	eur	eur	PROPN
bam-10463	27	15	j	j	PROPN
bam-10463	27	16	transl	transl	PROPN
bam-10463	27	17	myol	myol	ADV
bam-10463	27	18	32	32	NUM
bam-10463	27	19	(	(	PUNCT
bam-10463	27	20	2	2	NUM
bam-10463	27	21	):	):	PUNCT
bam-10463	27	22	10463	10463	NUM
bam-10463	27	23	,	,	PUNCT
bam-10463	27	24	2022	2022	NUM
bam-10463	27	25	doi	doi	NOUN
bam-10463	27	26	:	:	PUNCT
bam-10463	27	27	10.4081	10.4081	NUM
bam-10463	27	28	/	/	SYM
bam-10463	27	29	ejtm.2022.10463	ejtm.2022.10463	ADJ
bam-10463	27	30	3	3	NUM
bam-10463	27	31	thus	thus	ADV
bam-10463	27	32	,	,	PUNCT
bam-10463	27	33	based	base	VERB
bam-10463	27	34	on	on	ADP
bam-10463	27	35	the	the	DET
bam-10463	27	36	clinical	clinical	ADJ
bam-10463	27	37	opinion	opinion	NOUN
bam-10463	27	38	of	of	ADP
bam-10463	27	39	the	the	DET
bam-10463	27	40	relevance	relevance	NOUN
bam-10463	27	41	of	of	ADP
bam-10463	27	42	non	non	ADJ
bam-10463	27	43	-	-	ADJ
bam-10463	27	44	motor	motor	ADJ
bam-10463	27	45	mental	mental	ADJ
bam-10463	27	46	symptoms	symptom	NOUN
bam-10463	27	47	,	,	PUNCT
bam-10463	27	48	the	the	DET
bam-10463	27	49	patients	patient	NOUN
bam-10463	27	50	were	be	AUX
bam-10463	27	51	classified	classify	VERB
bam-10463	27	52	as	as	ADP
bam-10463	27	53	follow	follow	NOUN
bam-10463	27	54	,	,	PUNCT
bam-10463	27	55	according	accord	VERB
bam-10463	27	56	to	to	ADP
bam-10463	27	57	an	an	DET
bam-10463	27	58	arbitrary	arbitrary	ADJ
bam-10463	27	59	cut	cut	NOUN
bam-10463	27	60	-	-	PUNCT
bam-10463	27	61	off	off	NOUN
bam-10463	27	62	:	:	PUNCT
bam-10463	27	63	•	•	NUM
bam-10463	27	64	sum	sum	NOUN
bam-10463	27	65	of	of	ADP
bam-10463	27	66	the	the	DET
bam-10463	27	67	first	first	ADJ
bam-10463	27	68	six	six	NUM
bam-10463	27	69	elements	element	NOUN
bam-10463	27	70	of	of	ADP
bam-10463	27	71	updrs	updrs	DET
bam-10463	27	72	part	part	PROPN
bam-10463	27	73	ia	ia	PROPN
bam-10463	27	74	≥	≥	NUM
bam-10463	27	75	3	3	NUM
bam-10463	27	76	implied	imply	VERB
bam-10463	27	77	presence	presence	NOUN
bam-10463	27	78	of	of	ADP
bam-10463	27	79	clinically	clinically	ADV
bam-10463	27	80	significant	significant	ADJ
bam-10463	27	81	non	non	ADJ
bam-10463	27	82	-	-	ADJ
bam-10463	27	83	motor	motor	ADJ
bam-10463	27	84	mental	mental	ADJ
bam-10463	27	85	symptoms	symptom	NOUN
bam-10463	27	86	.	.	PUNCT
bam-10463	28	1	•	•	NUM
bam-10463	28	2	sum	sum	NOUN
bam-10463	28	3	of	of	ADP
bam-10463	28	4	the	the	DET
bam-10463	28	5	first	first	ADJ
bam-10463	28	6	six	six	NUM
bam-10463	28	7	elements	element	NOUN
bam-10463	28	8	of	of	ADP
bam-10463	28	9	updrs	updrs	PRON
bam-10463	28	10	part	part	NOUN
bam-10463	28	11	ia	ia	PROPN
bam-10463	28	12	<	<	X
bam-10463	28	13	3	3	NUM
bam-10463	28	14	implied	imply	VERB
bam-10463	28	15	absence	absence	NOUN
bam-10463	28	16	of	of	ADP
bam-10463	28	17	clinically	clinically	ADV
bam-10463	28	18	significant	significant	ADJ
bam-10463	28	19	non	non	ADJ
bam-10463	28	20	-	-	ADJ
bam-10463	28	21	motor	motor	ADJ
bam-10463	28	22	mental	mental	ADJ
bam-10463	28	23	symptoms	symptom	NOUN
bam-10463	28	24	.	.	PUNCT
bam-10463	29	1	gait	gait	VERB
bam-10463	29	2	analysis	analysis	NOUN
bam-10463	29	3	gait	gait	ADJ
bam-10463	29	4	analysis	analysis	NOUN
bam-10463	29	5	was	be	AUX
bam-10463	29	6	acquired	acquire	VERB
bam-10463	29	7	for	for	ADP
bam-10463	29	8	each	each	DET
bam-10463	29	9	patient	patient	NOUN
bam-10463	29	10	through	through	ADP
bam-10463	29	11	a	a	DET
bam-10463	29	12	bts	bt	NOUN
bam-10463	29	13	smart	smart	ADJ
bam-10463	29	14	dx	dx	PROPN
bam-10463	29	15	system	system	NOUN
bam-10463	29	16	;	;	PUNCT
bam-10463	29	17	it	it	PRON
bam-10463	29	18	included	include	VERB
bam-10463	29	19	six	six	NUM
bam-10463	29	20	infrared	infrared	ADJ
bam-10463	29	21	cameras	camera	NOUN
bam-10463	29	22	,	,	PUNCT
bam-10463	29	23	two	two	NUM
bam-10463	29	24	video	video	NOUN
bam-10463	29	25	cameras	camera	NOUN
bam-10463	29	26	,	,	PUNCT
bam-10463	29	27	two	two	NUM
bam-10463	29	28	force	force	NOUN
bam-10463	29	29	plates	plate	NOUN
bam-10463	29	30	,	,	PUNCT
bam-10463	29	31	a	a	DET
bam-10463	29	32	set	set	NOUN
bam-10463	29	33	of	of	ADP
bam-10463	29	34	passive	passive	ADJ
bam-10463	29	35	markers	marker	NOUN
bam-10463	29	36	and	and	CCONJ
bam-10463	29	37	a	a	DET
bam-10463	29	38	data	data	NOUN
bam-10463	29	39	acquisition	acquisition	NOUN
bam-10463	29	40	software	software	NOUN
bam-10463	29	41	(	(	PUNCT
bam-10463	29	42	smart	smart	ADJ
bam-10463	29	43	clinic	clinic	NOUN
bam-10463	29	44	)	)	PUNCT
bam-10463	29	45	.	.	PUNCT
bam-10463	30	1	the	the	DET
bam-10463	30	2	davis	davis	PROPN
bam-10463	30	3	protocol	protocol	PROPN
bam-10463	30	4	was	be	AUX
bam-10463	30	5	applied	apply	VERB
bam-10463	30	6	for	for	ADP
bam-10463	30	7	all	all	DET
bam-10463	30	8	the	the	DET
bam-10463	30	9	acquisitions;17	acquisitions;17	NOUN
bam-10463	30	10	it	it	PRON
bam-10463	30	11	consists	consist	VERB
bam-10463	30	12	of	of	ADP
bam-10463	30	13	four	four	NUM
bam-10463	30	14	phases	phase	NOUN
bam-10463	30	15	:	:	PUNCT
bam-10463	30	16	1	1	X
bam-10463	30	17	.	.	NOUN
bam-10463	30	18	anthropometric	anthropometric	ADJ
bam-10463	30	19	measures	measure	NOUN
bam-10463	30	20	,	,	PUNCT
bam-10463	30	21	such	such	ADJ
bam-10463	30	22	as	as	ADP
bam-10463	30	23	height	height	NOUN
bam-10463	30	24	and	and	CCONJ
bam-10463	30	25	weight	weight	NOUN
bam-10463	30	26	of	of	ADP
bam-10463	30	27	the	the	DET
bam-10463	30	28	patient	patient	NOUN
bam-10463	30	29	as	as	ADV
bam-10463	30	30	well	well	ADV
bam-10463	30	31	as	as	ADP
bam-10463	30	32	the	the	DET
bam-10463	30	33	length	length	NOUN
bam-10463	30	34	of	of	ADP
bam-10463	30	35	the	the	DET
bam-10463	30	36	leg	leg	NOUN
bam-10463	30	37	,	,	PUNCT
bam-10463	30	38	the	the	DET
bam-10463	30	39	diameters	diameter	NOUN
bam-10463	30	40	of	of	ADP
bam-10463	30	41	the	the	DET
bam-10463	30	42	ankle	ankle	NOUN
bam-10463	30	43	and	and	CCONJ
bam-10463	30	44	the	the	DET
bam-10463	30	45	knee	knee	NOUN
bam-10463	30	46	and	and	CCONJ
bam-10463	30	47	many	many	ADJ
bam-10463	30	48	others	other	NOUN
bam-10463	30	49	.	.	PUNCT
bam-10463	31	1	2	2	X
bam-10463	31	2	.	.	X
bam-10463	31	3	positioning	positioning	NOUN
bam-10463	31	4	of	of	ADP
bam-10463	31	5	22	22	NUM
bam-10463	31	6	reflective	reflective	ADJ
bam-10463	31	7	markers	marker	NOUN
bam-10463	31	8	on	on	ADP
bam-10463	31	9	specific	specific	ADJ
bam-10463	31	10	points	point	NOUN
bam-10463	31	11	along	along	ADP
bam-10463	31	12	the	the	DET
bam-10463	31	13	body	body	NOUN
bam-10463	31	14	of	of	ADP
bam-10463	31	15	the	the	DET
bam-10463	31	16	patients	patient	NOUN
bam-10463	31	17	.	.	PUNCT
bam-10463	32	1	3	3	X
bam-10463	32	2	.	.	X
bam-10463	32	3	standing	standing	NOUN
bam-10463	32	4	phase	phase	NOUN
bam-10463	32	5	.	.	PUNCT
bam-10463	33	1	4	4	X
bam-10463	33	2	.	.	X
bam-10463	33	3	walking	walk	VERB
bam-10463	33	4	phase	phase	NOUN
bam-10463	33	5	on	on	ADP
bam-10463	33	6	a	a	DET
bam-10463	33	7	path	path	NOUN
bam-10463	33	8	of	of	ADP
bam-10463	33	9	10	10	NUM
bam-10463	33	10	meters	meter	NOUN
bam-10463	33	11	at	at	ADV
bam-10463	33	12	least	least	ADV
bam-10463	33	13	4	4	NUM
bam-10463	33	14	times	time	NOUN
bam-10463	33	15	for	for	ADP
bam-10463	33	16	each	each	DET
bam-10463	33	17	patient	patient	NOUN
bam-10463	33	18	for	for	ADP
bam-10463	33	19	a	a	DET
bam-10463	33	20	total	total	NOUN
bam-10463	33	21	of	of	ADP
bam-10463	33	22	40	40	NUM
bam-10463	33	23	meters	meter	NOUN
bam-10463	33	24	.	.	PUNCT
bam-10463	34	1	patients	patient	NOUN
bam-10463	34	2	'	'	PART
bam-10463	34	3	gait	gait	NOUN
bam-10463	34	4	was	be	AUX
bam-10463	34	5	assessed	assess	VERB
bam-10463	34	6	during	during	ADP
bam-10463	34	7	3	3	NUM
bam-10463	34	8	experimental	experimental	ADJ
bam-10463	34	9	conditions	condition	NOUN
bam-10463	34	10	,	,	PUNCT
bam-10463	34	11	in	in	ADP
bam-10463	34	12	order	order	NOUN
bam-10463	34	13	to	to	PART
bam-10463	34	14	investigate	investigate	VERB
bam-10463	34	15	the	the	DET
bam-10463	34	16	effect	effect	NOUN
bam-10463	34	17	of	of	ADP
bam-10463	34	18	the	the	DET
bam-10463	34	19	dualtasks	dualtask	NOUN
bam-10463	34	20	,	,	PUNCT
bam-10463	34	21	as	as	SCONJ
bam-10463	34	22	explained	explain	VERB
bam-10463	34	23	elsewhere:3,18	elsewhere:3,18	PROPN
bam-10463	34	24	a.	a.	PROPN
bam-10463	34	25	single	single	PROPN
bam-10463	34	26	task	task	PROPN
bam-10463	34	27	,	,	PUNCT
bam-10463	34	28	gait	gait	NOUN
bam-10463	34	29	(	(	PUNCT
bam-10463	34	30	normal	normal	ADJ
bam-10463	34	31	walking	walking	NOUN
bam-10463	34	32	)	)	PUNCT
bam-10463	34	33	b.	b.	PROPN
bam-10463	34	34	motor	motor	PROPN
bam-10463	34	35	dual	dual	ADJ
bam-10463	34	36	-	-	PUNCT
bam-10463	34	37	task	task	NOUN
bam-10463	34	38	,	,	PUNCT
bam-10463	34	39	mot	mot	NOUN
bam-10463	34	40	(	(	PUNCT
bam-10463	34	41	walking	walk	VERB
bam-10463	34	42	while	while	SCONJ
bam-10463	34	43	carrying	carry	VERB
bam-10463	34	44	a	a	DET
bam-10463	34	45	tray	tray	NOUN
bam-10463	34	46	with	with	ADP
bam-10463	34	47	2	2	NUM
bam-10463	34	48	glasses	glass	NOUN
bam-10463	34	49	filled	fill	VERB
bam-10463	34	50	with	with	ADP
bam-10463	34	51	water	water	NOUN
bam-10463	34	52	)	)	PUNCT
bam-10463	34	53	c.	c.	NOUN
bam-10463	34	54	cognitive	cognitive	ADJ
bam-10463	34	55	dual	dual	ADJ
bam-10463	34	56	-	-	PUNCT
bam-10463	34	57	task	task	NOUN
bam-10463	34	58	,	,	PUNCT
bam-10463	34	59	cog	cog	PROPN
bam-10463	34	60	(	(	PUNCT
bam-10463	34	61	walking	walk	VERB
bam-10463	34	62	while	while	SCONJ
bam-10463	34	63	serially	serially	ADV
bam-10463	34	64	subtracting	subtract	VERB
bam-10463	34	65	the	the	DET
bam-10463	34	66	number	number	NOUN
bam-10463	34	67	7	7	NUM
bam-10463	34	68	starting	start	VERB
bam-10463	34	69	from	from	ADP
bam-10463	34	70	100	100	NUM
bam-10463	34	71	)	)	PUNCT
bam-10463	34	72	the	the	DET
bam-10463	34	73	variables	variable	NOUN
bam-10463	34	74	acquired	acquire	VERB
bam-10463	34	75	were	be	AUX
bam-10463	34	76	16	16	NUM
bam-10463	34	77	for	for	ADP
bam-10463	34	78	each	each	DET
bam-10463	34	79	one	one	NUM
bam-10463	34	80	of	of	ADP
bam-10463	34	81	3	3	NUM
bam-10463	34	82	tasks	task	NOUN
bam-10463	34	83	(	(	PUNCT
bam-10463	34	84	gait	gait	NOUN
bam-10463	34	85	,	,	PUNCT
bam-10463	34	86	mot	mot	NOUN
bam-10463	34	87	,	,	PUNCT
bam-10463	34	88	cog	cog	PROPN
bam-10463	34	89	)	)	PUNCT
bam-10463	34	90	;	;	PUNCT
bam-10463	34	91	these	these	DET
bam-10463	34	92	variables	variable	NOUN
bam-10463	34	93	are	be	AUX
bam-10463	34	94	extracted	extract	VERB
bam-10463	34	95	from	from	ADP
bam-10463	34	96	both	both	CCONJ
bam-10463	34	97	right	right	ADJ
bam-10463	34	98	side	side	NOUN
bam-10463	34	99	and	and	CCONJ
bam-10463	34	100	left	leave	VERB
bam-10463	34	101	side	side	NOUN
bam-10463	34	102	,	,	PUNCT
bam-10463	34	103	the	the	DET
bam-10463	34	104	mean	mean	NOUN
bam-10463	34	105	of	of	ADP
bam-10463	34	106	two	two	NUM
bam-10463	34	107	sides	side	NOUN
bam-10463	34	108	is	be	AUX
bam-10463	34	109	computed	compute	VERB
bam-10463	34	110	in	in	ADP
bam-10463	34	111	order	order	NOUN
bam-10463	34	112	to	to	PART
bam-10463	34	113	obtain	obtain	VERB
bam-10463	34	114	only	only	ADV
bam-10463	34	115	16	16	NUM
bam-10463	34	116	parameters	parameter	NOUN
bam-10463	34	117	for	for	ADP
bam-10463	34	118	each	each	DET
bam-10463	34	119	trial	trial	NOUN
bam-10463	34	120	.	.	PUNCT
bam-10463	35	1	the	the	DET
bam-10463	35	2	final	final	ADJ
bam-10463	35	3	dataset	dataset	NOUN
bam-10463	35	4	is	be	AUX
bam-10463	35	5	composed	compose	VERB
bam-10463	35	6	of	of	ADP
bam-10463	35	7	48	48	NUM
bam-10463	35	8	features	feature	NOUN
bam-10463	35	9	(	(	PUNCT
bam-10463	35	10	16	16	NUM
bam-10463	35	11	features	feature	VERB
bam-10463	35	12	x	x	NOUN
bam-10463	35	13	3	3	NUM
bam-10463	35	14	tasks	task	NOUN
bam-10463	35	15	)	)	PUNCT
bam-10463	35	16	.	.	PUNCT
bam-10463	36	1	tools	tool	NOUN
bam-10463	36	2	,	,	PUNCT
bam-10463	36	3	techniques	technique	NOUN
bam-10463	36	4	and	and	CCONJ
bam-10463	36	5	evaluation	evaluation	NOUN
bam-10463	36	6	metrics	metric	NOUN
bam-10463	36	7	first	first	ADV
bam-10463	36	8	,	,	PUNCT
bam-10463	36	9	the	the	DET
bam-10463	36	10	personal	personal	ADJ
bam-10463	36	11	and	and	CCONJ
bam-10463	36	12	clinical	clinical	ADJ
bam-10463	36	13	features	feature	NOUN
bam-10463	36	14	of	of	ADP
bam-10463	36	15	pd	pd	PROPN
bam-10463	36	16	patients	patient	NOUN
bam-10463	36	17	with	with	ADP
bam-10463	36	18	and	and	CCONJ
bam-10463	36	19	without	without	ADP
bam-10463	36	20	non	non	ADJ
bam-10463	36	21	-	-	ADJ
bam-10463	36	22	motor	motor	ADJ
bam-10463	36	23	mental	mental	ADJ
bam-10463	36	24	symptoms	symptom	NOUN
bam-10463	36	25	were	be	AUX
bam-10463	36	26	compared	compare	VERB
bam-10463	36	27	through	through	ADP
bam-10463	36	28	a	a	DET
bam-10463	36	29	traditional	traditional	ADJ
bam-10463	36	30	statistical	statistical	ADJ
bam-10463	36	31	analysis	analysis	NOUN
bam-10463	36	32	:	:	PUNCT
bam-10463	36	33	the	the	DET
bam-10463	36	34	u	u	NOUN
bam-10463	36	35	-	-	NOUN
bam-10463	36	36	test	test	NOUN
bam-10463	36	37	of	of	ADP
bam-10463	36	38	mann	mann	PROPN
bam-10463	36	39	-	-	PUNCT
bam-10463	36	40	whitney	whitney	PROPN
bam-10463	36	41	was	be	AUX
bam-10463	36	42	used	use	VERB
bam-10463	36	43	to	to	PART
bam-10463	36	44	compare	compare	VERB
bam-10463	36	45	numerical	numerical	ADJ
bam-10463	36	46	variables	variable	NOUN
bam-10463	36	47	,	,	PUNCT
bam-10463	36	48	while	while	SCONJ
bam-10463	36	49	the	the	DET
bam-10463	36	50	differences	difference	NOUN
bam-10463	36	51	in	in	ADP
bam-10463	36	52	the	the	DET
bam-10463	36	53	distribution	distribution	NOUN
bam-10463	36	54	of	of	ADP
bam-10463	36	55	categorical	categorical	ADJ
bam-10463	36	56	variables	variable	NOUN
bam-10463	36	57	were	be	AUX
bam-10463	36	58	assessed	assess	VERB
bam-10463	36	59	by	by	ADP
bam-10463	36	60	table	table	NOUN
bam-10463	36	61	1	1	NUM
bam-10463	36	62	.	.	PUNCT
bam-10463	37	1	statistical	statistical	ADJ
bam-10463	37	2	analysis	analysis	NOUN
bam-10463	37	3	performed	perform	VERB
bam-10463	37	4	on	on	ADP
bam-10463	37	5	the	the	DET
bam-10463	37	6	spatial	spatial	ADJ
bam-10463	37	7	and	and	CCONJ
bam-10463	37	8	temporal	temporal	ADJ
bam-10463	37	9	features	feature	NOUN
bam-10463	37	10	.	.	PUNCT
bam-10463	38	1	variables	variable	NOUN
bam-10463	38	2	group	group	NOUN
bam-10463	38	3	with	with	ADP
bam-10463	38	4	non	non	ADJ
bam-10463	38	5	-	-	ADJ
bam-10463	38	6	motor	motor	ADJ
bam-10463	38	7	mental	mental	ADJ
bam-10463	38	8	symptoms	symptom	NOUN
bam-10463	38	9	(	(	PUNCT
bam-10463	38	10	n=26	n=26	NOUN
bam-10463	38	11	)	)	PUNCT
bam-10463	38	12	group	group	NOUN
bam-10463	38	13	without	without	ADP
bam-10463	38	14	non	non	ADJ
bam-10463	38	15	-	-	ADJ
bam-10463	38	16	motor	motor	ADJ
bam-10463	38	17	mental	mental	ADJ
bam-10463	38	18	symptoms	symptom	NOUN
bam-10463	38	19	(	(	PUNCT
bam-10463	38	20	n=42	n=42	NOUN
bam-10463	38	21	)	)	PUNCT
bam-10463	38	22	p	p	NOUN
bam-10463	38	23	-	-	PUNCT
bam-10463	38	24	value	value	NOUN
bam-10463	38	25	age	age	NOUN
bam-10463	38	26	62.40	62.40	NUM
bam-10463	38	27	±	±	NUM
bam-10463	38	28	8,36	8,36	NUM
bam-10463	38	29	64.39	64.39	NUM
bam-10463	38	30	±	±	NOUN
bam-10463	38	31	8,45	8,45	NUM
bam-10463	38	32	0.331	0.331	NUM
bam-10463	38	33	bmi	bmi	PROPN
bam-10463	38	34	28.75	28.75	NUM
bam-10463	38	35	±	±	NUM
bam-10463	38	36	4.02	4.02	NUM
bam-10463	38	37	27.19	27.19	NUM
bam-10463	38	38	±	±	NUM
bam-10463	38	39	2.99	2.99	NUM
bam-10463	38	40	0.099	0.099	NUM
bam-10463	38	41	gender	gender	NOUN
bam-10463	38	42	(	(	PUNCT
bam-10463	38	43	m	m	NOUN
bam-10463	38	44	/	/	SYM
bam-10463	38	45	f	f	X
bam-10463	38	46	)	)	PUNCT
bam-10463	38	47	13/13	13/13	NUM
bam-10463	38	48	33/9	33/9	NUM
bam-10463	38	49	0,014	0,014	NUM
bam-10463	38	50	disease	disease	NOUN
bam-10463	38	51	duration	duration	NOUN
bam-10463	38	52	4.76	4.76	NUM
bam-10463	38	53	±	±	NUM
bam-10463	38	54	2.78	2.78	NUM
bam-10463	38	55	4.95	4.95	NUM
bam-10463	38	56	±	±	NUM
bam-10463	38	57	2.47	2.47	NUM
bam-10463	38	58	0.736	0.736	NUM
bam-10463	38	59	ledd	ledd	NOUN
bam-10463	38	60	600.44	600.44	NUM
bam-10463	38	61	±	±	NUM
bam-10463	38	62	467.23	467.23	NUM
bam-10463	38	63	511.49	511.49	NUM
bam-10463	38	64	±	±	NOUN
bam-10463	38	65	349.06	349.06	NUM
bam-10463	38	66	0.649	0.649	NUM
bam-10463	38	67	hoehn	hoehn	NOUN
bam-10463	38	68	&	&	CCONJ
bam-10463	38	69	yahr	yahr	ADJ
bam-10463	38	70	1.94	1.94	NUM
bam-10463	38	71	±	±	NUM
bam-10463	38	72	0.36	0.36	NUM
bam-10463	38	73	1.77	1.77	NUM
bam-10463	38	74	±	±	NUM
bam-10463	38	75	0.37	0.37	NUM
bam-10463	38	76	0.045	0.045	NUM
bam-10463	38	77	updrs	updrs	NUM
bam-10463	38	78	–	–	PUNCT
bam-10463	38	79	part	part	NOUN
bam-10463	38	80	i	i	PRON
bam-10463	38	81	13.04	13.04	NUM
bam-10463	38	82	±	±	NUM
bam-10463	38	83	5.86	5.86	NUM
bam-10463	38	84	4.40	4.40	NUM
bam-10463	38	85	±	±	NUM
bam-10463	38	86	2.55	2.55	NUM
bam-10463	38	87	0.000	0.000	NUM
bam-10463	38	88	updrs	updr	NOUN
bam-10463	38	89	-	-	NOUN
bam-10463	38	90	part	part	NOUN
bam-10463	38	91	ia	ia	PROPN
bam-10463	38	92	5.70	5.70	NUM
bam-10463	38	93	±	±	NUM
bam-10463	38	94	3.32	3.32	NUM
bam-10463	38	95	0.67	0.67	NUM
bam-10463	38	96	±	±	NOUN
bam-10463	38	97	0.754	0.754	NUM
bam-10463	38	98	0.000	0.000	NUM
bam-10463	38	99	updrs	updr	NOUN
bam-10463	38	100	-	-	NOUN
bam-10463	38	101	part	part	NOUN
bam-10463	38	102	ib	ib	NOUN
bam-10463	38	103	7.35	7.35	NUM
bam-10463	38	104	±	±	NUM
bam-10463	38	105	3.49	3.49	NUM
bam-10463	38	106	3.74	3.74	NUM
bam-10463	38	107	±	±	NUM
bam-10463	38	108	2.39	2.39	NUM
bam-10463	38	109	0.000	0.000	NUM
bam-10463	38	110	updrs	updr	NOUN
bam-10463	38	111	–	–	PUNCT
bam-10463	38	112	part	part	NOUN
bam-10463	38	113	ii	ii	PROPN
bam-10463	38	114	10.5	10.5	NUM
bam-10463	38	115	±	±	NUM
bam-10463	38	116	6.87	6.87	NUM
bam-10463	38	117	5.76	5.76	NUM
bam-10463	38	118	±	±	NUM
bam-10463	38	119	3.82	3.82	NUM
bam-10463	38	120	0.003	0.003	NUM
bam-10463	38	121	updrs	updrs	PRON
bam-10463	38	122	–	–	PUNCT
bam-10463	38	123	part	part	NOUN
bam-10463	38	124	iii	iii	NUM
bam-10463	38	125	25.00	25.00	NUM
bam-10463	38	126	±	±	NUM
bam-10463	38	127	10.08	10.08	NUM
bam-10463	38	128	21.31	21.31	NUM
bam-10463	38	129	±	±	NUM
bam-10463	38	130	7.02	7.02	NUM
bam-10463	38	131	0.213	0.213	NUM
bam-10463	38	132	updrs	updrs	NUM
bam-10463	38	133	–	–	PUNCT
bam-10463	38	134	part	part	NOUN
bam-10463	38	135	iv	iv	NUM
bam-10463	38	136	1.96	1.96	NUM
bam-10463	38	137	±	±	NUM
bam-10463	38	138	3.44	3.44	NUM
bam-10463	38	139	1.52	1.52	NUM
bam-10463	38	140	±	±	NUM
bam-10463	38	141	2.59	2.59	NUM
bam-10463	38	142	0.787	0.787	NUM
bam-10463	38	143	in	in	ADP
bam-10463	38	144	bold	bold	ADJ
bam-10463	38	145	the	the	DET
bam-10463	38	146	significant	significant	ADJ
bam-10463	38	147	statistical	statistical	ADJ
bam-10463	38	148	values	value	NOUN
bam-10463	38	149	with	with	ADP
bam-10463	38	150	p	p	X
bam-10463	38	151	<	<	X
bam-10463	38	152	0.05	0.05	NUM
bam-10463	38	153	.	.	PUNCT
bam-10463	39	1	gait	gait	PROPN
bam-10463	39	2	and	and	CCONJ
bam-10463	39	3	neuropsychiatric	neuropsychiatric	ADJ
bam-10463	39	4	symptoms	symptom	NOUN
bam-10463	39	5	in	in	ADP
bam-10463	39	6	parkinson	parkinson	NOUN
bam-10463	39	7	’s	’s	PART
bam-10463	39	8	disease	disease	NOUN
bam-10463	39	9	eur	eur	PROPN
bam-10463	39	10	j	j	PROPN
bam-10463	39	11	transl	transl	PROPN
bam-10463	39	12	myol	myol	ADV
bam-10463	39	13	32	32	NUM
bam-10463	39	14	(	(	PUNCT
bam-10463	39	15	2	2	NUM
bam-10463	39	16	):	):	PUNCT
bam-10463	39	17	10463	10463	NUM
bam-10463	39	18	,	,	PUNCT
bam-10463	39	19	2022	2022	NUM
bam-10463	39	20	doi	doi	NOUN
bam-10463	39	21	:	:	PUNCT
bam-10463	39	22	10.4081	10.4081	NUM
bam-10463	39	23	/	/	SYM
bam-10463	39	24	ejtm.2022.10463	ejtm.2022.10463	ADJ
bam-10463	39	25	4	4	NUM
bam-10463	39	26	the	the	DET
bam-10463	39	27	chi	chi	ADJ
bam-10463	39	28	-	-	PUNCT
bam-10463	39	29	square	square	ADJ
bam-10463	39	30	test	test	NOUN
bam-10463	39	31	.	.	PUNCT
bam-10463	40	1	the	the	DET
bam-10463	40	2	statistical	statistical	ADJ
bam-10463	40	3	significance	significance	NOUN
bam-10463	40	4	was	be	AUX
bam-10463	40	5	set	set	VERB
bam-10463	40	6	at	at	ADP
bam-10463	40	7	p	p	NOUN
bam-10463	40	8	-	-	PUNCT
bam-10463	40	9	value	value	NOUN
bam-10463	40	10	<	<	X
bam-10463	40	11	0.05	0.05	NUM
bam-10463	40	12	.	.	PUNCT
bam-10463	41	1	the	the	DET
bam-10463	41	2	computation	computation	NOUN
bam-10463	41	3	was	be	AUX
bam-10463	41	4	supported	support	VERB
bam-10463	41	5	by	by	ADP
bam-10463	41	6	the	the	DET
bam-10463	41	7	statistical	statistical	ADJ
bam-10463	41	8	package	package	NOUN
bam-10463	41	9	for	for	ADP
bam-10463	41	10	the	the	DET
bam-10463	41	11	social	social	ADJ
bam-10463	41	12	sciences	science	NOUN
bam-10463	41	13	(	(	PUNCT
bam-10463	41	14	ibm	ibm	PROPN
bam-10463	41	15	spss	spss	PROPN
bam-10463	41	16	v.	v.	ADP
bam-10463	41	17	26	26	NUM
bam-10463	41	18	)	)	PUNCT
bam-10463	41	19	.	.	PUNCT
bam-10463	42	1	then	then	ADV
bam-10463	42	2	,	,	PUNCT
bam-10463	42	3	a	a	DET
bam-10463	42	4	ml	ml	NOUN
bam-10463	42	5	evaluation	evaluation	NOUN
bam-10463	42	6	was	be	AUX
bam-10463	42	7	performed	perform	VERB
bam-10463	42	8	through	through	ADP
bam-10463	42	9	matlab	matlab	PROPN
bam-10463	42	10	(	(	PUNCT
bam-10463	42	11	r2020b).19	r2020b).19	PROPN
bam-10463	42	12	-	-	PUNCT
bam-10463	42	13	21	21	NUM
bam-10463	42	14	ml	ml	NOUN
bam-10463	42	15	evaluation	evaluation	NOUN
bam-10463	42	16	was	be	AUX
bam-10463	42	17	carried	carry	VERB
bam-10463	42	18	out	out	ADP
bam-10463	42	19	through	through	ADP
bam-10463	42	20	the	the	DET
bam-10463	42	21	application	application	NOUN
bam-10463	42	22	of	of	ADP
bam-10463	42	23	supervised	supervised	ADJ
bam-10463	42	24	learning	learn	VERB
bam-10463	42	25	algorithms	algorithm	NOUN
bam-10463	42	26	on	on	ADP
bam-10463	42	27	our	our	PRON
bam-10463	42	28	dataset	dataset	NOUN
bam-10463	42	29	:	:	PUNCT
bam-10463	42	30	decision	decision	NOUN
bam-10463	42	31	tree	tree	NOUN
bam-10463	42	32	(	(	PUNCT
bam-10463	42	33	dt	dt	PROPN
bam-10463	42	34	)	)	PUNCT
bam-10463	42	35	,	,	PUNCT
bam-10463	42	36	knearest	knearest	NOUN
bam-10463	42	37	neighbour	neighbour	PROPN
bam-10463	42	38	(	(	PUNCT
bam-10463	42	39	knn	knn	PROPN
bam-10463	42	40	)	)	PUNCT
bam-10463	42	41	,	,	PUNCT
bam-10463	42	42	naïve	naïve	ADJ
bam-10463	42	43	-	-	PUNCT
bam-10463	42	44	bayes	bayes	NOUN
bam-10463	42	45	(	(	PUNCT
bam-10463	42	46	nb	nb	PROPN
bam-10463	42	47	)	)	PUNCT
bam-10463	42	48	,	,	PUNCT
bam-10463	42	49	support	support	NOUN
bam-10463	42	50	vector	vector	NOUN
bam-10463	42	51	machine	machine	NOUN
bam-10463	42	52	(	(	PUNCT
bam-10463	42	53	svm	svm	PROPN
bam-10463	42	54	)	)	PUNCT
bam-10463	42	55	,	,	PUNCT
bam-10463	42	56	discriminant	discriminant	ADJ
bam-10463	42	57	analysis	analysis	NOUN
bam-10463	42	58	(	(	PUNCT
bam-10463	42	59	da	da	NOUN
bam-10463	42	60	)	)	PUNCT
bam-10463	42	61	,	,	PUNCT
bam-10463	43	1	random	random	ADJ
bam-10463	43	2	forest	forest	NOUN
bam-10463	43	3	(	(	PUNCT
bam-10463	43	4	rf	rf	NOUN
bam-10463	43	5	)	)	PUNCT
bam-10463	43	6	and	and	CCONJ
bam-10463	43	7	boosted	boost	VERB
bam-10463	43	8	tree	tree	NOUN
bam-10463	43	9	(	(	PUNCT
bam-10463	43	10	bt	bt	NOUN
bam-10463	43	11	)	)	PUNCT
bam-10463	43	12	.	.	PUNCT
bam-10463	44	1	for	for	ADP
bam-10463	44	2	each	each	DET
bam-10463	44	3	algorithm	algorithm	NOUN
bam-10463	44	4	,	,	PUNCT
bam-10463	44	5	the	the	DET
bam-10463	44	6	performances	performance	NOUN
bam-10463	44	7	have	have	AUX
bam-10463	44	8	been	be	AUX
bam-10463	44	9	evaluated	evaluate	VERB
bam-10463	44	10	through	through	ADP
bam-10463	44	11	the	the	DET
bam-10463	44	12	“	"	PUNCT
bam-10463	44	13	leave	leave	VERB
bam-10463	44	14	-	-	PUNCT
bam-10463	44	15	one	one	NUM
bam-10463	44	16	-	-	PUNCT
bam-10463	44	17	out	out	NOUN
bam-10463	44	18	”	"	PUNCT
bam-10463	44	19	cross	cross	NOUN
bam-10463	44	20	-	-	NOUN
bam-10463	44	21	validation	validation	NOUN
bam-10463	44	22	.	.	PUNCT
bam-10463	45	1	it	it	PRON
bam-10463	45	2	is	be	AUX
bam-10463	45	3	a	a	DET
bam-10463	45	4	special	special	ADJ
bam-10463	45	5	cross	cross	NOUN
bam-10463	45	6	-	-	NOUN
bam-10463	45	7	validation	validation	NOUN
bam-10463	45	8	where	where	SCONJ
bam-10463	45	9	the	the	DET
bam-10463	45	10	number	number	NOUN
bam-10463	45	11	of	of	ADP
bam-10463	45	12	folds	fold	NOUN
bam-10463	45	13	is	be	AUX
bam-10463	45	14	equal	equal	ADJ
bam-10463	45	15	to	to	ADP
bam-10463	45	16	the	the	DET
bam-10463	45	17	number	number	NOUN
bam-10463	45	18	of	of	ADP
bam-10463	45	19	records	record	NOUN
bam-10463	45	20	in	in	ADP
bam-10463	45	21	the	the	DET
bam-10463	45	22	dataset	dataset	NOUN
bam-10463	45	23	.	.	PUNCT
bam-10463	46	1	therefore	therefore	ADV
bam-10463	46	2	,	,	PUNCT
bam-10463	46	3	all	all	DET
bam-10463	46	4	the	the	DET
bam-10463	46	5	data	datum	NOUN
bam-10463	46	6	were	be	AUX
bam-10463	46	7	used	use	VERB
bam-10463	46	8	to	to	PART
bam-10463	46	9	train	train	VERB
bam-10463	46	10	the	the	DET
bam-10463	46	11	dataset	dataset	NOUN
bam-10463	46	12	excluding	exclude	VERB
bam-10463	46	13	one	one	NUM
bam-10463	46	14	that	that	PRON
bam-10463	46	15	is	be	AUX
bam-10463	46	16	left	leave	VERB
bam-10463	46	17	out	out	ADP
bam-10463	46	18	for	for	ADP
bam-10463	46	19	the	the	DET
bam-10463	46	20	test	test	NOUN
bam-10463	46	21	;	;	PUNCT
bam-10463	46	22	the	the	DET
bam-10463	46	23	procedure	procedure	NOUN
bam-10463	46	24	is	be	AUX
bam-10463	46	25	repeated	repeat	VERB
bam-10463	46	26	as	as	ADP
bam-10463	46	27	many	many	ADJ
bam-10463	46	28	times	time	NOUN
bam-10463	46	29	as	as	ADP
bam-10463	46	30	the	the	DET
bam-10463	46	31	number	number	NOUN
bam-10463	46	32	of	of	ADP
bam-10463	46	33	patients	patient	NOUN
bam-10463	46	34	.	.	PUNCT
bam-10463	47	1	the	the	DET
bam-10463	47	2	wrapper	wrapper	NOUN
bam-10463	47	3	features	feature	VERB
bam-10463	47	4	selection	selection	NOUN
bam-10463	47	5	method	method	NOUN
bam-10463	47	6	was	be	AUX
bam-10463	47	7	applied	apply	VERB
bam-10463	47	8	on	on	ADP
bam-10463	47	9	the	the	DET
bam-10463	47	10	whole	whole	ADJ
bam-10463	47	11	dataset	dataset	NOUN
bam-10463	47	12	;	;	PUNCT
bam-10463	47	13	this	this	DET
bam-10463	47	14	method	method	NOUN
bam-10463	47	15	allows	allow	VERB
bam-10463	47	16	to	to	PART
bam-10463	47	17	reduce	reduce	VERB
bam-10463	47	18	the	the	DET
bam-10463	47	19	dimensionality	dimensionality	NOUN
bam-10463	47	20	of	of	ADP
bam-10463	47	21	the	the	DET
bam-10463	47	22	dataset	dataset	NOUN
bam-10463	47	23	,	,	PUNCT
bam-10463	47	24	composed	compose	VERB
bam-10463	47	25	by	by	ADP
bam-10463	47	26	48	48	NUM
bam-10463	47	27	features	feature	NOUN
bam-10463	47	28	,	,	PUNCT
bam-10463	47	29	in	in	ADP
bam-10463	47	30	order	order	NOUN
bam-10463	47	31	to	to	PART
bam-10463	47	32	identify	identify	VERB
bam-10463	47	33	the	the	DET
bam-10463	47	34	main	main	ADJ
bam-10463	47	35	features	feature	NOUN
bam-10463	47	36	for	for	ADP
bam-10463	47	37	maximizing	maximize	VERB
bam-10463	47	38	the	the	DET
bam-10463	47	39	accuracy	accuracy	NOUN
bam-10463	47	40	of	of	ADP
bam-10463	47	41	the	the	DET
bam-10463	47	42	classification	classification	NOUN
bam-10463	47	43	.	.	PUNCT
bam-10463	48	1	the	the	DET
bam-10463	48	2	evaluation	evaluation	NOUN
bam-10463	48	3	metrics	metric	NOUN
bam-10463	48	4	employed	employ	VERB
bam-10463	48	5	table	table	NOUN
bam-10463	48	6	2	2	NUM
bam-10463	48	7	.	.	PUNCT
bam-10463	49	1	statistical	statistical	ADJ
bam-10463	49	2	analysis	analysis	NOUN
bam-10463	49	3	on	on	ADP
bam-10463	49	4	clinical	clinical	ADJ
bam-10463	49	5	and	and	CCONJ
bam-10463	49	6	personal	personal	ADJ
bam-10463	49	7	data	datum	NOUN
bam-10463	49	8	features	feature	VERB
bam-10463	49	9	[	[	X
bam-10463	49	10	u.m	u.m	PROPN
bam-10463	49	11	.	.	PROPN
bam-10463	49	12	]	]	PUNCT
bam-10463	50	1	mean	mean	VERB
bam-10463	50	2	values	value	NOUN
bam-10463	50	3	*	*	PUNCT
bam-10463	50	4	p	p	X
bam-10463	50	5	-	-	PUNCT
bam-10463	50	6	value	value	NOUN
bam-10463	50	7	gait	gait	NOUN
bam-10463	50	8	mot	mot	PROPN
bam-10463	50	9	cog	cog	PROPN
bam-10463	50	10	cycle	cycle	NOUN
bam-10463	50	11	duration	duration	NOUN
bam-10463	51	1	[	[	X
bam-10463	51	2	s	s	X
bam-10463	51	3	]	]	X
bam-10463	51	4	1.10	1.10	NUM
bam-10463	51	5	±	±	NUM
bam-10463	51	6	0.09	0.09	NUM
bam-10463	51	7	/	/	SYM
bam-10463	51	8	1.10	1.10	NUM
bam-10463	51	9	±	±	NUM
bam-10463	51	10	0.11	0.11	NUM
bam-10463	51	11	0.724	0.724	NUM
bam-10463	51	12	1.09	1.09	NUM
bam-10463	51	13	±0.07	±0.07	NOUN
bam-10463	51	14	/1.08	/1.08	PUNCT
bam-10463	52	1	±0.12	±0.12	PROPN
bam-10463	53	1	0.905	0.905	NUM
bam-10463	53	2	1.19±0.15/1.15±0.14	1.19±0.15/1.15±0.14	NUM
bam-10463	54	1	0.367	0.367	NUM
bam-10463	54	2	stance	stance	NOUN
bam-10463	54	3	duration	duration	NOUN
bam-10463	55	1	[	[	X
bam-10463	55	2	s	s	X
bam-10463	55	3	]	]	X
bam-10463	55	4	0.68	0.68	NUM
bam-10463	55	5	±	±	NUM
bam-10463	55	6	0.07	0.07	NUM
bam-10463	55	7	/0.66	/0.66	PUNCT
bam-10463	55	8	±	±	NUM
bam-10463	55	9	0.07	0.07	NUM
bam-10463	55	10	0.283	0.283	NUM
bam-10463	55	11	0.66	0.66	NUM
bam-10463	55	12	±	±	NUM
bam-10463	55	13	0.06	0.06	NUM
bam-10463	55	14	/0.66	/0.66	PUNCT
bam-10463	55	15	±	±	NUM
bam-10463	55	16	0.08	0.08	NUM
bam-10463	55	17	0.423	0.423	NUM
bam-10463	55	18	0.74±0.10/0.71±0.09	0.74±0.10/0.71±0.09	NUM
bam-10463	55	19	0.154	0.154	NUM
bam-10463	55	20	swing	swing	NOUN
bam-10463	55	21	duration	duration	NOUN
bam-10463	56	1	[	[	X
bam-10463	56	2	s	s	X
bam-10463	56	3	]	]	X
bam-10463	56	4	0.43	0.43	NUM
bam-10463	56	5	±	±	NUM
bam-10463	56	6	0.03	0.03	NUM
bam-10463	56	7	/	/	SYM
bam-10463	56	8	0.44	0.44	NUM
bam-10463	56	9	±	±	NUM
bam-10463	56	10	0.04	0.04	NUM
bam-10463	56	11	0.053	0.053	NUM
bam-10463	56	12	0.46	0.46	NUM
bam-10463	56	13	±	±	NUM
bam-10463	56	14	0.21	0.21	NUM
bam-10463	56	15	/	/	SYM
bam-10463	56	16	0.43	0.43	NUM
bam-10463	56	17	±	±	NUM
bam-10463	56	18	0.05	0.05	NUM
bam-10463	56	19	0.709	0.709	NUM
bam-10463	56	20	0.29±0.10/0.27±0.10	0.29±0.10/0.27±0.10	NUM
bam-10463	56	21	0.545	0.545	NUM
bam-10463	56	22	swing	swing	NOUN
bam-10463	56	23	duration	duration	NOUN
bam-10463	56	24	variability	variability	NOUN
bam-10463	57	1	[	[	X
bam-10463	57	2	s	s	X
bam-10463	57	3	]	]	X
bam-10463	57	4	0.05	0.05	NUM
bam-10463	57	5	±	±	NUM
bam-10463	57	6	0.07	0.07	NUM
bam-10463	57	7	/	/	SYM
bam-10463	57	8	0.03	0.03	NUM
bam-10463	57	9	±	±	NUM
bam-10463	57	10	0.02	0.02	NUM
bam-10463	57	11	0.677	0.677	NUM
bam-10463	57	12	0.04	0.04	NUM
bam-10463	57	13	±	±	NUM
bam-10463	57	14	0.02	0.02	NUM
bam-10463	57	15	/0.03	/0.03	SYM
bam-10463	57	16	±	±	NUM
bam-10463	57	17	0.02	0.02	NUM
bam-10463	57	18	0.256	0.256	NUM
bam-10463	57	19	0.12±0.06/0.11±0.04	0.12±0.06/0.11±0.04	NUM
bam-10463	57	20	0.316	0.316	NUM
bam-10463	57	21	stance	stance	NOUN
bam-10463	57	22	phase	phase	NOUN
bam-10463	58	1	[	[	X
bam-10463	58	2	%	%	X
bam-10463	58	3	]	]	X
bam-10463	58	4	60.81±2.79/60.20	60.81±2.79/60.20	NUM
bam-10463	58	5	±	±	NUM
bam-10463	58	6	1.36	1.36	NUM
bam-10463	58	7	0.016	0.016	NUM
bam-10463	58	8	61.13	61.13	NUM
bam-10463	58	9	±2.06/60.46±	±2.06/60.46±	PROPN
bam-10463	58	10	1.85	1.85	NUM
bam-10463	58	11	0.143	0.143	NUM
bam-10463	58	12	62.652.28±/61.57±1.94	62.652.28±/61.57±1.94	NUM
bam-10463	58	13	0.032	0.032	NUM
bam-10463	58	14	swing	swing	NOUN
bam-10463	58	15	phase	phase	NOUN
bam-10463	59	1	[	[	X
bam-10463	59	2	%	%	X
bam-10463	59	3	]	]	X
bam-10463	59	4	38.55±1.87/39.82	38.55±1.87/39.82	NUM
bam-10463	59	5	±	±	NUM
bam-10463	59	6	1.36	1.36	NUM
bam-10463	59	7	0.003	0.003	NUM
bam-10463	59	8	38.87±2.06/39.61	38.87±2.06/39.61	NUM
bam-10463	59	9	±	±	NUM
bam-10463	59	10	1.75	1.75	NUM
bam-10463	59	11	0.106	0.106	NUM
bam-10463	59	12	37.57±2.27/39.19±4.47	37.57±2.27/39.19±4.47	NUM
bam-10463	59	13	0.042	0.042	NUM
bam-10463	59	14	single	single	ADJ
bam-10463	59	15	support	support	NOUN
bam-10463	59	16	phase	phase	NOUN
bam-10463	60	1	[	[	X
bam-10463	60	2	%	%	X
bam-10463	60	3	]	]	PUNCT
bam-10463	60	4	38.29±2.86/39.84	38.29±2.86/39.84	NUM
bam-10463	60	5	±	±	NUM
bam-10463	60	6	1.36	1.36	NUM
bam-10463	60	7	0.003	0.003	NUM
bam-10463	60	8	38.88	38.88	NUM
bam-10463	60	9	±2.05/39.65±	±2.05/39.65±	DET
bam-10463	60	10	1.85	1.85	NUM
bam-10463	60	11	0.124	0.124	NUM
bam-10463	60	12	37.69±2.40/38.17±2.62	37.69±2.40/38.17±2.62	NUM
bam-10463	60	13	0.169	0.169	NUM
bam-10463	60	14	double	double	ADJ
bam-10463	60	15	support	support	NOUN
bam-10463	60	16	phase	phase	NOUN
bam-10463	61	1	[	[	X
bam-10463	61	2	%	%	X
bam-10463	61	3	]	]	X
bam-10463	61	4	11.07±1.94/10.55	11.07±1.94/10.55	NUM
bam-10463	61	5	±	±	NUM
bam-10463	61	6	2.90	2.90	NUM
bam-10463	61	7	0.016	0.016	NUM
bam-10463	61	8	12.15±2.79/11.41	12.15±2.79/11.41	NUM
bam-10463	61	9	±	±	NUM
bam-10463	61	10	3.11	3.11	NUM
bam-10463	61	11	0.100	0.100	NUM
bam-10463	61	12	14.09±4.11/12.01±2.21	14.09±4.11/12.01±2.21	NUM
bam-10463	61	13	0.006	0.006	NUM
bam-10463	61	14	mean	mean	NOUN
bam-10463	61	15	velocity	velocity	NOUN
bam-10463	61	16	[	[	X
bam-10463	61	17	m	m	NOUN
bam-10463	61	18	/	/	SYM
bam-10463	61	19	s	s	PART
bam-10463	61	20	]	]	PUNCT
bam-10463	61	21	0.95	0.95	NUM
bam-10463	61	22	±	±	NUM
bam-10463	61	23	0.16	0.16	NUM
bam-10463	61	24	/	/	SYM
bam-10463	61	25	1.07	1.07	NUM
bam-10463	61	26	±	±	NUM
bam-10463	61	27	0.14	0.14	NUM
bam-10463	61	28	0.007	0.007	NUM
bam-10463	61	29	0.95	0.95	NUM
bam-10463	61	30	±	±	NUM
bam-10463	61	31	0.19	0.19	NUM
bam-10463	61	32	/1.05	/1.05	PUNCT
bam-10463	61	33	±	±	NOUN
bam-10463	62	1	0.16	0.16	NUM
bam-10463	63	1	0.065	0.065	NUM
bam-10463	63	2	0.83±0.19/0.91±0.17	0.83±0.19/0.91±0.17	NUM
bam-10463	63	3	0.152	0.152	NUM
bam-10463	63	4	mean	mean	NOUN
bam-10463	63	5	velocity	velocity	NOUN
bam-10463	63	6	[	[	X
bam-10463	63	7	%	%	INTJ
bam-10463	63	8	height	height	NOUN
bam-10463	63	9	/	/	SYM
bam-10463	63	10	s	s	NOUN
bam-10463	63	11	]	]	X
bam-10463	63	12	58.58±11.51/63.05±7.64	58.58±11.51/63.05±7.64	NUM
bam-10463	63	13	0.042	0.042	NUM
bam-10463	63	14	58.98±10.83/61.61±8.81	58.98±10.83/61.61±8.81	NUM
bam-10463	63	15	0.600	0.600	NUM
bam-10463	63	16	52.01±12.68/53.98±9.70	52.01±12.68/53.98±9.70	NUM
bam-10463	63	17	0.405	0.405	NUM
bam-10463	63	18	cadence	cadence	NOUN
bam-10463	64	1	[	[	X
bam-10463	64	2	steps	step	NOUN
bam-10463	64	3	/	/	SYM
bam-10463	64	4	min	min	NOUN
bam-10463	64	5	]	]	X
bam-10463	64	6	107.31±11.09/110.46±11.46	107.31±11.09/110.46±11.46	NUM
bam-10463	64	7	0.408	0.408	NUM
bam-10463	64	8	111.15±7.48/112.14±12.62	111.15±7.48/112.14±12.62	NUM
bam-10463	64	9	0.910	0.910	NUM
bam-10463	64	10	103.40±12.78/106.06±13.12	103.40±12.78/106.06±13.12	NUM
bam-10463	64	11	0.412	0.412	NUM
bam-10463	64	12	cycle	cycle	NOUN
bam-10463	64	13	length	length	NOUN
bam-10463	65	1	[	[	X
bam-10463	65	2	m	m	X
bam-10463	65	3	]	]	X
bam-10463	65	4	1.05	1.05	NUM
bam-10463	65	5	±	±	NUM
bam-10463	65	6	0.14	0.14	NUM
bam-10463	65	7	/	/	SYM
bam-10463	65	8	1.16	1.16	NUM
bam-10463	65	9	±	±	NUM
bam-10463	65	10	0.13	0.13	NUM
bam-10463	65	11	0.001	0.001	NUM
bam-10463	65	12	1.03±	1.03±	NOUN
bam-10463	65	13	0.17/1.12±0.14	0.17/1.12±0.14	NOUN
bam-10463	65	14	0.030	0.030	NUM
bam-10463	65	15	0.97±0.16/1.04±0.18	0.97±0.16/1.04±0.18	PROPN
bam-10463	65	16	0.071	0.071	NUM
bam-10463	65	17	cycle	cycle	NOUN
bam-10463	65	18	length	length	NOUN
bam-10463	66	1	[	[	X
bam-10463	66	2	%	%	INTJ
bam-10463	66	3	height	height	NOUN
bam-10463	66	4	]	]	PUNCT
bam-10463	66	5	65.02	65.02	NUM
bam-10463	66	6	±	±	NUM
bam-10463	66	7	11.17/68.66±6.78	11.17/68.66±6.78	NUM
bam-10463	66	8	0.030	0.030	NUM
bam-10463	66	9	63.79±	63.79±	NUM
bam-10463	66	10	11.46/66.10±7.90	11.46/66.10±7.90	NUM
bam-10463	66	11	0.226	0.226	NUM
bam-10463	66	12	60.34±12.65/61.33±9.94	60.34±12.65/61.33±9.94	NUM
bam-10463	66	13	0.357	0.357	NUM
bam-10463	66	14	step	step	NOUN
bam-10463	66	15	length	length	NOUN
bam-10463	67	1	[	[	X
bam-10463	67	2	m	m	X
bam-10463	67	3	]	]	X
bam-10463	67	4	0.49	0.49	NUM
bam-10463	67	5	±	±	NUM
bam-10463	67	6	0.10	0.10	NUM
bam-10463	67	7	/0.54	/0.54	SYM
bam-10463	67	8	±	±	NUM
bam-10463	67	9	0.13	0.13	NUM
bam-10463	67	10	0.012	0.012	NUM
bam-10463	67	11	0.48±0.11/0.54±0.10	0.48±0.11/0.54±0.10	NUM
bam-10463	67	12	0.025	0.025	NUM
bam-10463	67	13	0.38±0.13/0.33±0.12	0.38±0.13/0.33±0.12	NUM
bam-10463	67	14	0.061	0.061	NUM
bam-10463	67	15	step	step	NOUN
bam-10463	67	16	length	length	NOUN
bam-10463	67	17	variability	variability	NOUN
bam-10463	68	1	[	[	X
bam-10463	68	2	m	m	X
bam-10463	68	3	]	]	X
bam-10463	68	4	0.22	0.22	NUM
bam-10463	68	5	±	±	NUM
bam-10463	68	6	0.47	0.47	NUM
bam-10463	68	7	/	/	SYM
bam-10463	68	8	0.24	0.24	NUM
bam-10463	68	9	±	±	NUM
bam-10463	68	10	0.47	0.47	NUM
bam-10463	68	11	0.553	0.553	NUM
bam-10463	68	12	0.22±0.59/0.11±0.21	0.22±0.59/0.11±0.21	NUM
bam-10463	69	1	0.119	0.119	NUM
bam-10463	69	2	0.30±0.30/0.17±0.12	0.30±0.30/0.17±0.12	NUM
bam-10463	69	3	0.226	0.226	NUM
bam-10463	69	4	step	step	NOUN
bam-10463	69	5	width	width	NOUN
bam-10463	70	1	[	[	X
bam-10463	70	2	m	m	X
bam-10463	70	3	]	]	X
bam-10463	70	4	0.39	0.39	NUM
bam-10463	70	5	±	±	NUM
bam-10463	70	6	1.55	1.55	NUM
bam-10463	70	7	/	/	SYM
bam-10463	70	8	0.31	0.31	NUM
bam-10463	70	9	±	±	NUM
bam-10463	70	10	1.37	1.37	NUM
bam-10463	70	11	0.589	0.589	NUM
bam-10463	70	12	0.40±1.55/0.10±0.04	0.40±1.55/0.10±0.04	NUM
bam-10463	70	13	0.819	0.819	NUM
bam-10463	71	1	0.14±0.15/0.10±0.05	0.14±0.15/0.10±0.05	NUM
bam-10463	71	2	0.603	0.603	NUM
bam-10463	71	3	u.m	u.m	PROPN
bam-10463	71	4	.	.	PUNCT
bam-10463	72	1	=	=	NOUN
bam-10463	72	2	unit	unit	NOUN
bam-10463	72	3	of	of	ADP
bam-10463	72	4	measure	measure	NOUN
bam-10463	72	5	*	*	PUNCT
bam-10463	72	6	mean	mean	PROPN
bam-10463	72	7	±	±	NUM
bam-10463	72	8	std.dev	std.dev	PROPN
bam-10463	72	9	.	.	PUNCT
bam-10463	72	10	of	of	ADP
bam-10463	72	11	the	the	DET
bam-10463	72	12	group	group	NOUN
bam-10463	72	13	with	with	ADP
bam-10463	72	14	and	and	CCONJ
bam-10463	72	15	without	without	ADP
bam-10463	72	16	non	non	ADJ
bam-10463	72	17	-	-	ADJ
bam-10463	72	18	motor	motor	ADJ
bam-10463	72	19	mental	mental	ADJ
bam-10463	72	20	symptoms	symptom	NOUN
bam-10463	72	21	,	,	PUNCT
bam-10463	72	22	respectively	respectively	ADV
bam-10463	72	23	in	in	ADP
bam-10463	72	24	bold	bold	ADJ
bam-10463	72	25	the	the	DET
bam-10463	72	26	significant	significant	ADJ
bam-10463	72	27	statistical	statistical	ADJ
bam-10463	72	28	values	value	NOUN
bam-10463	72	29	with	with	ADP
bam-10463	72	30	p	p	X
bam-10463	72	31	<	<	X
bam-10463	72	32	0.05	0.05	NUM
bam-10463	72	33	.	.	PUNCT
bam-10463	73	1	gait	gait	PROPN
bam-10463	73	2	and	and	CCONJ
bam-10463	73	3	neuropsychiatric	neuropsychiatric	ADJ
bam-10463	73	4	symptoms	symptom	NOUN
bam-10463	73	5	in	in	ADP
bam-10463	73	6	parkinson	parkinson	NOUN
bam-10463	73	7	’s	’s	PART
bam-10463	73	8	disease	disease	NOUN
bam-10463	73	9	eur	eur	PROPN
bam-10463	73	10	j	j	PROPN
bam-10463	73	11	transl	transl	PROPN
bam-10463	73	12	myol	myol	ADV
bam-10463	73	13	32	32	NUM
bam-10463	73	14	(	(	PUNCT
bam-10463	73	15	2	2	NUM
bam-10463	73	16	):	):	PUNCT
bam-10463	73	17	10463	10463	NUM
bam-10463	73	18	,	,	PUNCT
bam-10463	73	19	2022	2022	NUM
bam-10463	73	20	doi	doi	NOUN
bam-10463	73	21	:	:	PUNCT
bam-10463	73	22	10.4081	10.4081	NUM
bam-10463	73	23	/	/	SYM
bam-10463	73	24	ejtm.2022.10463	ejtm.2022.10463	NUM
bam-10463	73	25	5	5	NUM
bam-10463	73	26	in	in	ADP
bam-10463	73	27	this	this	DET
bam-10463	73	28	study	study	NOUN
bam-10463	73	29	were	be	AUX
bam-10463	73	30	:	:	PUNCT
bam-10463	73	31	accuracy	accuracy	NOUN
bam-10463	73	32	,	,	PUNCT
bam-10463	73	33	that	that	PRON
bam-10463	73	34	is	be	AUX
bam-10463	73	35	the	the	DET
bam-10463	73	36	most	most	ADV
bam-10463	73	37	general	general	ADJ
bam-10463	73	38	one	one	NOUN
bam-10463	73	39	to	to	PART
bam-10463	73	40	indicate	indicate	VERB
bam-10463	73	41	how	how	SCONJ
bam-10463	73	42	many	many	ADJ
bam-10463	73	43	correct	correct	ADJ
bam-10463	73	44	classifications	classification	NOUN
bam-10463	73	45	are	be	AUX
bam-10463	73	46	achieved	achieve	VERB
bam-10463	73	47	;	;	PUNCT
bam-10463	73	48	specificity	specificity	NOUN
bam-10463	73	49	and	and	CCONJ
bam-10463	73	50	sensitivity	sensitivity	NOUN
bam-10463	73	51	,	,	PUNCT
bam-10463	73	52	that	that	PRON
bam-10463	73	53	are	be	AUX
bam-10463	73	54	specific	specific	ADJ
bam-10463	73	55	of	of	ADP
bam-10463	73	56	the	the	DET
bam-10463	73	57	medical	medical	ADJ
bam-10463	73	58	field	field	NOUN
bam-10463	73	59	;	;	PUNCT
bam-10463	73	60	precision	precision	NOUN
bam-10463	73	61	,	,	PUNCT
bam-10463	73	62	that	that	PRON
bam-10463	73	63	is	be	AUX
bam-10463	73	64	a	a	DET
bam-10463	73	65	measure	measure	NOUN
bam-10463	73	66	of	of	ADP
bam-10463	73	67	the	the	DET
bam-10463	73	68	positive	positive	ADJ
bam-10463	73	69	patterns	pattern	NOUN
bam-10463	73	70	correctly	correctly	ADV
bam-10463	73	71	predicted	predict	VERB
bam-10463	73	72	from	from	ADP
bam-10463	73	73	the	the	DET
bam-10463	73	74	total	total	ADJ
bam-10463	73	75	predicted	predict	VERB
bam-10463	73	76	patterns	pattern	NOUN
bam-10463	73	77	in	in	ADP
bam-10463	73	78	a	a	DET
bam-10463	73	79	positive	positive	ADJ
bam-10463	73	80	class	class	NOUN
bam-10463	73	81	;	;	PUNCT
bam-10463	73	82	area	area	NOUN
bam-10463	73	83	under	under	ADP
bam-10463	73	84	the	the	DET
bam-10463	73	85	receiver	receiver	NOUN
bam-10463	73	86	operating	operate	VERB
bam-10463	73	87	characteristic	characteristic	NOUN
bam-10463	73	88	(	(	PUNCT
bam-10463	73	89	aucroc	aucroc	NOUN
bam-10463	73	90	)	)	PUNCT
bam-10463	73	91	,	,	PUNCT
bam-10463	73	92	that	that	PRON
bam-10463	73	93	is	be	AUX
bam-10463	73	94	a	a	DET
bam-10463	73	95	qualitative	qualitative	ADJ
bam-10463	73	96	indicator	indicator	NOUN
bam-10463	73	97	for	for	ADP
bam-10463	73	98	binary	binary	ADJ
bam-10463	73	99	classification	classification	NOUN
bam-10463	73	100	ranging	range	VERB
bam-10463	73	101	from	from	ADP
bam-10463	73	102	0	0	NUM
bam-10463	73	103	to	to	ADP
bam-10463	73	104	1	1	NUM
bam-10463	73	105	where	where	SCONJ
bam-10463	73	106	1	1	NUM
bam-10463	73	107	is	be	AUX
bam-10463	73	108	the	the	DET
bam-10463	73	109	best	good	ADJ
bam-10463	73	110	result	result	NOUN
bam-10463	73	111	.	.	PUNCT
bam-10463	74	1	results	result	NOUN
bam-10463	74	2	and	and	CCONJ
bam-10463	74	3	discussion	discussion	NOUN
bam-10463	74	4	among	among	ADP
bam-10463	74	5	the	the	DET
bam-10463	74	6	68	68	NUM
bam-10463	74	7	pd	pd	NOUN
bam-10463	74	8	patients	patient	NOUN
bam-10463	74	9	,	,	PUNCT
bam-10463	74	10	26	26	NUM
bam-10463	74	11	were	be	AUX
bam-10463	74	12	classified	classify	VERB
bam-10463	74	13	as	as	ADP
bam-10463	74	14	subjects	subject	NOUN
bam-10463	74	15	with	with	ADP
bam-10463	74	16	clinically	clinically	ADV
bam-10463	74	17	significant	significant	ADJ
bam-10463	74	18	non	non	ADJ
bam-10463	74	19	-	-	ADJ
bam-10463	74	20	motor	motor	ADJ
bam-10463	74	21	mental	mental	ADJ
bam-10463	74	22	symptoms	symptom	NOUN
bam-10463	74	23	and	and	CCONJ
bam-10463	74	24	42	42	NUM
bam-10463	74	25	as	as	ADP
bam-10463	74	26	subjects	subject	NOUN
bam-10463	74	27	without	without	ADP
bam-10463	74	28	clinically	clinically	ADV
bam-10463	74	29	significant	significant	ADJ
bam-10463	74	30	non	non	ADJ
bam-10463	74	31	-	-	ADJ
bam-10463	74	32	motor	motor	ADJ
bam-10463	74	33	mental	mental	ADJ
bam-10463	74	34	symptoms	symptom	NOUN
bam-10463	74	35	,	,	PUNCT
bam-10463	74	36	according	accord	VERB
bam-10463	74	37	to	to	ADP
bam-10463	74	38	the	the	DET
bam-10463	74	39	above	above	ADV
bam-10463	74	40	-	-	PUNCT
bam-10463	74	41	mentioned	mention	VERB
bam-10463	74	42	criteria	criterion	NOUN
bam-10463	74	43	.	.	PUNCT
bam-10463	75	1	the	the	DET
bam-10463	75	2	two	two	NUM
bam-10463	75	3	groups	group	NOUN
bam-10463	75	4	were	be	AUX
bam-10463	75	5	compared	compare	VERB
bam-10463	75	6	on	on	ADP
bam-10463	75	7	personal	personal	ADJ
bam-10463	75	8	data	datum	NOUN
bam-10463	75	9	(	(	PUNCT
bam-10463	75	10	body	body	NOUN
bam-10463	75	11	mass	mass	NOUN
bam-10463	75	12	index	index	NOUN
bam-10463	75	13	(	(	PUNCT
bam-10463	75	14	bmi	bmi	PROPN
bam-10463	75	15	)	)	PUNCT
bam-10463	75	16	,	,	PUNCT
bam-10463	75	17	age	age	NOUN
bam-10463	75	18	and	and	CCONJ
bam-10463	75	19	disease	disease	NOUN
bam-10463	75	20	duration	duration	NOUN
bam-10463	75	21	)	)	PUNCT
bam-10463	75	22	,	,	PUNCT
bam-10463	75	23	clinical	clinical	ADJ
bam-10463	75	24	data	datum	NOUN
bam-10463	75	25	(	(	PUNCT
bam-10463	75	26	levodopa	levodopa	NOUN
bam-10463	75	27	equivalent	equivalent	ADJ
bam-10463	75	28	daily	daily	ADJ
bam-10463	75	29	dose	dose	NOUN
bam-10463	75	30	(	(	PUNCT
bam-10463	75	31	ledd	ledd	PROPN
bam-10463	75	32	)	)	PUNCT
bam-10463	75	33	,	,	PUNCT
bam-10463	75	34	h&y	h&y	PROPN
bam-10463	75	35	scale	scale	NOUN
bam-10463	75	36	,	,	PUNCT
bam-10463	75	37	updrs	updrs	ADJ
bam-10463	75	38	scale	scale	NOUN
bam-10463	75	39	)	)	PUNCT
bam-10463	75	40	and	and	CCONJ
bam-10463	75	41	spatial	spatial	ADJ
bam-10463	75	42	and	and	CCONJ
bam-10463	75	43	temporal	temporal	ADJ
bam-10463	75	44	gait	gait	ADJ
bam-10463	75	45	parameters	parameter	NOUN
bam-10463	75	46	for	for	ADP
bam-10463	75	47	each	each	DET
bam-10463	75	48	task	task	NOUN
bam-10463	75	49	.	.	PUNCT
bam-10463	76	1	table	table	NOUN
bam-10463	76	2	1	1	NUM
bam-10463	76	3	shows	show	VERB
bam-10463	76	4	personal	personal	ADJ
bam-10463	76	5	and	and	CCONJ
bam-10463	76	6	clinical	clinical	ADJ
bam-10463	76	7	features	feature	NOUN
bam-10463	76	8	of	of	ADP
bam-10463	76	9	the	the	DET
bam-10463	76	10	two	two	NUM
bam-10463	76	11	groups	group	NOUN
bam-10463	76	12	.	.	PUNCT
bam-10463	77	1	the	the	DET
bam-10463	77	2	two	two	NUM
bam-10463	77	3	groups	group	NOUN
bam-10463	77	4	did	do	AUX
bam-10463	77	5	not	not	PART
bam-10463	77	6	differ	differ	VERB
bam-10463	77	7	in	in	ADP
bam-10463	77	8	age	age	NOUN
bam-10463	77	9	(	(	PUNCT
bam-10463	77	10	pvalue=0,331	pvalue=0,331	NUM
bam-10463	77	11	)	)	PUNCT
bam-10463	77	12	,	,	PUNCT
bam-10463	77	13	bmi	bmi	X
bam-10463	77	14	(	(	PUNCT
bam-10463	77	15	p	p	NOUN
bam-10463	77	16	-	-	PUNCT
bam-10463	77	17	value=0,099	value=0,099	NUM
bam-10463	77	18	)	)	PUNCT
bam-10463	77	19	,	,	PUNCT
bam-10463	77	20	disease	disease	NOUN
bam-10463	77	21	duration	duration	NOUN
bam-10463	77	22	(	(	PUNCT
bam-10463	77	23	p	p	NOUN
bam-10463	77	24	-	-	PUNCT
bam-10463	77	25	value=0,736	value=0,736	NOUN
bam-10463	77	26	)	)	PUNCT
bam-10463	77	27	,	,	PUNCT
bam-10463	77	28	antiparkinsonian	antiparkinsonian	ADJ
bam-10463	77	29	treatment	treatment	NOUN
bam-10463	77	30	(	(	PUNCT
bam-10463	77	31	pvalue=0,649	pvalue=0,649	NOUN
bam-10463	77	32	)	)	PUNCT
bam-10463	77	33	,	,	PUNCT
bam-10463	77	34	updrs	updrs	X
bam-10463	77	35	iii	iii	NOUN
bam-10463	77	36	and	and	CCONJ
bam-10463	77	37	iv	iv	NUM
bam-10463	77	38	scores	score	NOUN
bam-10463	77	39	(	(	PUNCT
bam-10463	77	40	p	p	NOUN
bam-10463	77	41	-	-	PUNCT
bam-10463	77	42	value=0,213	value=0,213	NOUN
bam-10463	77	43	and	and	CCONJ
bam-10463	77	44	p	p	NOUN
bam-10463	77	45	-	-	PUNCT
bam-10463	77	46	value	value	NOUN
bam-10463	77	47	=	=	NOUN
bam-10463	77	48	0,787,respectively	0,787,respectively	NOUN
bam-10463	77	49	)	)	PUNCT
bam-10463	77	50	.	.	PUNCT
bam-10463	78	1	as	as	SCONJ
bam-10463	78	2	expected	expect	VERB
bam-10463	78	3	,	,	PUNCT
bam-10463	78	4	the	the	DET
bam-10463	78	5	updrs	updrs	ADP
bam-10463	78	6	i	i	PRON
bam-10463	78	7	and	and	CCONJ
bam-10463	78	8	ii	ii	PROPN
bam-10463	78	9	scores	score	NOUN
bam-10463	78	10	(	(	PUNCT
bam-10463	78	11	p	p	NOUN
bam-10463	78	12	-	-	PUNCT
bam-10463	78	13	value=0,000	value=0,000	NOUN
bam-10463	78	14	and	and	CCONJ
bam-10463	78	15	p	p	NOUN
bam-10463	78	16	-	-	PUNCT
bam-10463	78	17	value	value	NOUN
bam-10463	78	18	=	=	NOUN
bam-10463	78	19	0,003,respectively	0,003,respectively	NUM
bam-10463	78	20	)	)	PUNCT
bam-10463	78	21	,	,	PUNCT
bam-10463	78	22	which	which	PRON
bam-10463	78	23	contains	contain	VERB
bam-10463	78	24	several	several	ADJ
bam-10463	78	25	items	item	NOUN
bam-10463	78	26	related	relate	VERB
bam-10463	78	27	to	to	ADP
bam-10463	78	28	mental	mental	ADJ
bam-10463	78	29	status	status	NOUN
bam-10463	78	30	and	and	CCONJ
bam-10463	78	31	disability	disability	NOUN
bam-10463	78	32	,	,	PUNCT
bam-10463	78	33	were	be	AUX
bam-10463	78	34	significantly	significantly	ADV
bam-10463	78	35	increased	increase	VERB
bam-10463	78	36	in	in	ADP
bam-10463	78	37	the	the	DET
bam-10463	78	38	non	non	ADJ
bam-10463	78	39	-	-	ADJ
bam-10463	78	40	motor	motor	ADJ
bam-10463	78	41	mental	mental	ADJ
bam-10463	78	42	symptoms	symptom	NOUN
bam-10463	78	43	group	group	NOUN
bam-10463	78	44	that	that	PRON
bam-10463	78	45	also	also	ADV
bam-10463	78	46	displayed	display	VERB
bam-10463	78	47	more	more	ADV
bam-10463	78	48	advanced	advanced	ADJ
bam-10463	78	49	stage	stage	NOUN
bam-10463	78	50	as	as	SCONJ
bam-10463	78	51	indicated	indicate	VERB
bam-10463	78	52	by	by	ADP
bam-10463	78	53	higher	high	ADJ
bam-10463	78	54	h&y	h&y	ADJ
bam-10463	78	55	scale	scale	NOUN
bam-10463	78	56	(	(	PUNCT
bam-10463	78	57	p	p	NOUN
bam-10463	78	58	-	-	PUNCT
bam-10463	78	59	value=0,045	value=0,045	NOUN
bam-10463	78	60	)	)	PUNCT
bam-10463	78	61	in	in	ADP
bam-10463	78	62	line	line	NOUN
bam-10463	78	63	with	with	ADP
bam-10463	78	64	the	the	DET
bam-10463	78	65	findings	finding	NOUN
bam-10463	78	66	that	that	SCONJ
bam-10463	78	67	neuropsychiatric	neuropsychiatric	ADJ
bam-10463	78	68	symptoms	symptom	NOUN
bam-10463	78	69	are	be	AUX
bam-10463	78	70	associated	associate	VERB
bam-10463	78	71	with	with	ADP
bam-10463	78	72	worse	bad	ADJ
bam-10463	78	73	disase	disase	NOUN
bam-10463	78	74	progression	progression	NOUN
bam-10463	78	75	.	.	PUNCT
bam-10463	79	1	comparing	compare	VERB
bam-10463	79	2	gender	gender	NOUN
bam-10463	79	3	distribution	distribution	NOUN
bam-10463	79	4	,	,	PUNCT
bam-10463	79	5	the	the	DET
bam-10463	79	6	two	two	NUM
bam-10463	79	7	groups	group	NOUN
bam-10463	79	8	significantly	significantly	ADV
bam-10463	79	9	differed	differ	VERB
bam-10463	79	10	,	,	PUNCT
bam-10463	79	11	with	with	ADP
bam-10463	79	12	female	female	ADJ
bam-10463	79	13	gender	gender	NOUN
bam-10463	79	14	being	be	AUX
bam-10463	79	15	less	less	ADV
bam-10463	79	16	frequent	frequent	ADJ
bam-10463	79	17	in	in	ADP
bam-10463	79	18	the	the	DET
bam-10463	79	19	group	group	NOUN
bam-10463	79	20	without	without	ADP
bam-10463	79	21	non	non	ADJ
bam-10463	79	22	-	-	ADJ
bam-10463	79	23	motor	motor	ADJ
bam-10463	79	24	mental	mental	ADJ
bam-10463	79	25	symptoms	symptom	NOUN
bam-10463	79	26	.	.	PUNCT
bam-10463	80	1	this	this	DET
bam-10463	80	2	finding	finding	NOUN
bam-10463	80	3	is	be	AUX
bam-10463	80	4	consistent	consistent	ADJ
bam-10463	80	5	with	with	ADP
bam-10463	80	6	the	the	DET
bam-10463	80	7	observation	observation	NOUN
bam-10463	80	8	that	that	SCONJ
bam-10463	80	9	female	female	ADJ
bam-10463	80	10	sex	sex	NOUN
bam-10463	80	11	is	be	AUX
bam-10463	80	12	associated	associate	VERB
bam-10463	80	13	with	with	ADP
bam-10463	80	14	worse	bad	ADJ
bam-10463	80	15	outcomes	outcome	NOUN
bam-10463	80	16	for	for	ADP
bam-10463	80	17	hallucinations	hallucination	NOUN
bam-10463	80	18	and	and	CCONJ
bam-10463	80	19	depression.22	depression.22	NOUN
bam-10463	80	20	accordingly	accordingly	ADV
bam-10463	80	21	,	,	PUNCT
bam-10463	80	22	we	we	PRON
bam-10463	80	23	speculate	speculate	VERB
bam-10463	80	24	that	that	SCONJ
bam-10463	80	25	such	such	ADJ
bam-10463	80	26	differences	difference	NOUN
bam-10463	80	27	are	be	AUX
bam-10463	80	28	not	not	PART
bam-10463	80	29	confounding	confound	VERB
bam-10463	80	30	factors	factor	NOUN
bam-10463	80	31	but	but	CCONJ
bam-10463	80	32	features	feature	NOUN
bam-10463	80	33	associated	associate	VERB
bam-10463	80	34	with	with	ADP
bam-10463	80	35	the	the	DET
bam-10463	80	36	categorization	categorization	NOUN
bam-10463	80	37	.	.	PUNCT
bam-10463	81	1	our	our	PRON
bam-10463	81	2	findings	finding	NOUN
bam-10463	81	3	indicate	indicate	VERB
bam-10463	81	4	that	that	SCONJ
bam-10463	81	5	patients	patient	NOUN
bam-10463	81	6	with	with	ADP
bam-10463	81	7	non	non	ADJ
bam-10463	81	8	-	-	ADJ
bam-10463	81	9	motor	motor	ADJ
bam-10463	81	10	mental	mental	ADJ
bam-10463	81	11	symptoms	symptom	NOUN
bam-10463	81	12	display	display	VERB
bam-10463	81	13	a	a	DET
bam-10463	81	14	worse	bad	ADJ
bam-10463	81	15	gait	gait	NOUN
bam-10463	81	16	pattern	pattern	NOUN
bam-10463	81	17	,	,	PUNCT
bam-10463	81	18	mainly	mainly	ADV
bam-10463	81	19	dominated	dominate	VERB
bam-10463	81	20	by	by	ADP
bam-10463	81	21	increased	increase	VERB
bam-10463	81	22	slowness	slowness	NOUN
bam-10463	81	23	and	and	CCONJ
bam-10463	81	24	dynamic	dynamic	ADJ
bam-10463	81	25	instability	instability	NOUN
bam-10463	81	26	.	.	PUNCT
bam-10463	82	1	it	it	PRON
bam-10463	82	2	is	be	AUX
bam-10463	82	3	worth	worth	ADJ
bam-10463	82	4	noting	note	VERB
bam-10463	82	5	that	that	SCONJ
bam-10463	82	6	the	the	DET
bam-10463	82	7	two	two	NUM
bam-10463	82	8	groups	group	NOUN
bam-10463	82	9	mostly	mostly	ADV
bam-10463	82	10	differed	differ	VERB
bam-10463	82	11	on	on	ADP
bam-10463	82	12	gait	gait	ADJ
bam-10463	82	13	parameters	parameter	NOUN
bam-10463	82	14	during	during	ADP
bam-10463	82	15	the	the	DET
bam-10463	82	16	single	single	ADJ
bam-10463	82	17	task	task	NOUN
bam-10463	82	18	,	,	PUNCT
bam-10463	82	19	maybe	maybe	ADV
bam-10463	82	20	suggesting	suggest	VERB
bam-10463	82	21	a	a	DET
bam-10463	82	22	general	general	ADJ
bam-10463	82	23	disease	disease	NOUN
bam-10463	82	24	-	-	PUNCT
bam-10463	82	25	related	relate	VERB
bam-10463	82	26	effect	effect	NOUN
bam-10463	82	27	of	of	ADP
bam-10463	82	28	the	the	DET
bam-10463	82	29	dual	dual	ADJ
bam-10463	82	30	task	task	NOUN
bam-10463	82	31	overcoming	overcome	VERB
bam-10463	82	32	the	the	DET
bam-10463	82	33	possible	possible	ADJ
bam-10463	82	34	difference	difference	NOUN
bam-10463	82	35	between	between	ADP
bam-10463	82	36	the	the	DET
bam-10463	82	37	two	two	NUM
bam-10463	82	38	groups	group	NOUN
bam-10463	82	39	.	.	PUNCT
bam-10463	83	1	interestingly	interestingly	ADV
bam-10463	83	2	,	,	PUNCT
bam-10463	83	3	when	when	SCONJ
bam-10463	83	4	analysing	analyse	VERB
bam-10463	83	5	the	the	DET
bam-10463	83	6	effect	effect	NOUN
bam-10463	83	7	of	of	ADP
bam-10463	83	8	the	the	DET
bam-10463	83	9	secondary	secondary	ADJ
bam-10463	83	10	tasks	task	NOUN
bam-10463	83	11	,	,	PUNCT
bam-10463	83	12	our	our	PRON
bam-10463	83	13	findings	finding	NOUN
bam-10463	83	14	suggest	suggest	VERB
bam-10463	83	15	that	that	SCONJ
bam-10463	83	16	the	the	DET
bam-10463	83	17	two	two	NUM
bam-10463	83	18	dual	dual	ADJ
bam-10463	83	19	-	-	PUNCT
bam-10463	83	20	tasks	task	NOUN
bam-10463	83	21	seem	seem	VERB
bam-10463	83	22	exert	exert	VERB
bam-10463	83	23	quite	quite	ADV
bam-10463	83	24	different	different	ADJ
bam-10463	83	25	effects	effect	NOUN
bam-10463	83	26	on	on	ADP
bam-10463	83	27	gait	gait	NOUN
bam-10463	83	28	.	.	PUNCT
bam-10463	84	1	in	in	ADP
bam-10463	84	2	particular	particular	ADJ
bam-10463	84	3	,	,	PUNCT
bam-10463	84	4	the	the	DET
bam-10463	84	5	mot	mot	NOUN
bam-10463	84	6	task	task	NOUN
bam-10463	84	7	mostly	mostly	ADV
bam-10463	84	8	affected	affect	VERB
bam-10463	84	9	the	the	DET
bam-10463	84	10	pace	pace	NOUN
bam-10463	84	11	domain	domain	NOUN
bam-10463	84	12	,	,	PUNCT
bam-10463	84	13	whereas	whereas	SCONJ
bam-10463	84	14	the	the	DET
bam-10463	84	15	cog	cog	PROPN
bam-10463	84	16	task	task	NOUN
bam-10463	84	17	primarily	primarily	ADV
bam-10463	84	18	impaired	impair	VERB
bam-10463	84	19	dynamic	dynamic	ADJ
bam-10463	84	20	stability	stability	NOUN
bam-10463	84	21	.	.	PUNCT
bam-10463	85	1	one	one	NUM
bam-10463	85	2	potential	potential	ADJ
bam-10463	85	3	explanation	explanation	NOUN
bam-10463	85	4	of	of	ADP
bam-10463	85	5	these	these	DET
bam-10463	85	6	results	result	NOUN
bam-10463	85	7	could	could	AUX
bam-10463	85	8	be	be	AUX
bam-10463	85	9	related	relate	VERB
bam-10463	85	10	to	to	ADP
bam-10463	85	11	the	the	DET
bam-10463	85	12	different	different	ADJ
bam-10463	85	13	resources	resource	NOUN
bam-10463	85	14	required	require	VERB
bam-10463	85	15	to	to	PART
bam-10463	85	16	perform	perform	VERB
bam-10463	85	17	the	the	DET
bam-10463	85	18	secondary	secondary	ADJ
bam-10463	85	19	task.18	task.18	NOUN
bam-10463	85	20	the	the	DET
bam-10463	85	21	results	result	NOUN
bam-10463	85	22	of	of	ADP
bam-10463	85	23	the	the	DET
bam-10463	85	24	analysis	analysis	NOUN
bam-10463	85	25	regarding	regard	VERB
bam-10463	85	26	the	the	DET
bam-10463	85	27	spatial	spatial	ADJ
bam-10463	85	28	and	and	CCONJ
bam-10463	85	29	temporal	temporal	ADJ
bam-10463	85	30	features	feature	NOUN
bam-10463	85	31	are	be	AUX
bam-10463	85	32	shown	show	VERB
bam-10463	85	33	in	in	ADP
bam-10463	85	34	table	table	NOUN
bam-10463	85	35	2	2	NUM
bam-10463	85	36	.	.	PUNCT
bam-10463	86	1	during	during	ADP
bam-10463	86	2	gait	gait	PROPN
bam-10463	86	3	task	task	PROPN
bam-10463	86	4	the	the	DET
bam-10463	86	5	group	group	NOUN
bam-10463	86	6	with	with	ADP
bam-10463	86	7	non	non	ADJ
bam-10463	86	8	-	-	ADJ
bam-10463	86	9	motor	motor	ADJ
bam-10463	86	10	mental	mental	ADJ
bam-10463	86	11	symptoms	symptom	NOUN
bam-10463	86	12	as	as	SCONJ
bam-10463	86	13	compared	compare	VERB
bam-10463	86	14	with	with	ADP
bam-10463	86	15	the	the	DET
bam-10463	86	16	group	group	NOUN
bam-10463	86	17	without	without	SCONJ
bam-10463	86	18	showed	show	VERB
bam-10463	86	19	increased	increase	VERB
bam-10463	86	20	stance	stance	NOUN
bam-10463	86	21	phase	phase	NOUN
bam-10463	86	22	with	with	ADP
bam-10463	86	23	consequent	consequent	ADJ
bam-10463	86	24	reduced	reduce	VERB
bam-10463	86	25	swing	swing	NOUN
bam-10463	86	26	phase	phase	NOUN
bam-10463	86	27	,	,	PUNCT
bam-10463	86	28	augmented	augment	VERB
bam-10463	86	29	double	double	ADJ
bam-10463	86	30	support	support	NOUN
bam-10463	86	31	phase	phase	NOUN
bam-10463	86	32	counterbalanced	counterbalance	VERB
bam-10463	86	33	by	by	ADP
bam-10463	86	34	reduced	reduce	VERB
bam-10463	86	35	single	single	ADJ
bam-10463	86	36	support	support	NOUN
bam-10463	86	37	phase	phase	NOUN
bam-10463	86	38	,	,	PUNCT
bam-10463	86	39	reduced	reduce	VERB
bam-10463	86	40	velocity	velocity	NOUN
bam-10463	86	41	and	and	CCONJ
bam-10463	86	42	reduced	reduce	VERB
bam-10463	86	43	pace	pace	NOUN
bam-10463	86	44	-	-	PUNCT
bam-10463	86	45	related	relate	VERB
bam-10463	86	46	spatial	spatial	ADJ
bam-10463	86	47	variables	variable	NOUN
bam-10463	86	48	and	and	CCONJ
bam-10463	86	49	step	step	NOUN
bam-10463	86	50	length	length	NOUN
bam-10463	86	51	.	.	PUNCT
bam-10463	87	1	in	in	ADP
bam-10463	87	2	the	the	DET
bam-10463	87	3	mot	mot	NOUN
bam-10463	87	4	task	task	NOUN
bam-10463	87	5	,	,	PUNCT
bam-10463	87	6	only	only	ADV
bam-10463	87	7	spatial	spatial	ADJ
bam-10463	87	8	features	feature	NOUN
bam-10463	87	9	,	,	PUNCT
bam-10463	87	10	namely	namely	ADV
bam-10463	87	11	cycle	cycle	NOUN
bam-10463	87	12	and	and	CCONJ
bam-10463	87	13	step	step	NOUN
bam-10463	87	14	length	length	NOUN
bam-10463	87	15	,	,	PUNCT
bam-10463	87	16	continued	continue	VERB
bam-10463	87	17	to	to	PART
bam-10463	87	18	result	result	VERB
bam-10463	87	19	significantly	significantly	ADV
bam-10463	87	20	different	different	ADJ
bam-10463	87	21	between	between	ADP
bam-10463	87	22	the	the	DET
bam-10463	87	23	two	two	NUM
bam-10463	87	24	groups	group	NOUN
bam-10463	87	25	;	;	PUNCT
bam-10463	87	26	whereas	whereas	SCONJ
bam-10463	87	27	in	in	ADP
bam-10463	87	28	the	the	DET
bam-10463	87	29	cog	cog	PROPN
bam-10463	87	30	task	task	NOUN
bam-10463	87	31	,	,	PUNCT
bam-10463	87	32	only	only	ADV
bam-10463	87	33	temporal	temporal	ADJ
bam-10463	87	34	variables	variable	NOUN
bam-10463	87	35	,	,	PUNCT
bam-10463	87	36	i.e.	i.e.	X
bam-10463	87	37	,	,	PUNCT
bam-10463	87	38	stance	stance	NOUN
bam-10463	87	39	phase	phase	NOUN
bam-10463	87	40	,	,	PUNCT
bam-10463	87	41	swing	swing	NOUN
bam-10463	87	42	phase	phase	NOUN
bam-10463	87	43	and	and	CCONJ
bam-10463	87	44	double	double	ADJ
bam-10463	87	45	support	support	NOUN
bam-10463	87	46	phase	phase	NOUN
bam-10463	87	47	,	,	PUNCT
bam-10463	87	48	remained	remain	VERB
bam-10463	87	49	different	different	ADJ
bam-10463	87	50	between	between	ADP
bam-10463	87	51	the	the	DET
bam-10463	87	52	two	two	NUM
bam-10463	87	53	groups	group	NOUN
bam-10463	87	54	(	(	PUNCT
bam-10463	87	55	table	table	NOUN
bam-10463	87	56	2	2	NUM
bam-10463	87	57	)	)	PUNCT
bam-10463	87	58	.	.	PUNCT
bam-10463	88	1	as	as	SCONJ
bam-10463	88	2	regards	regard	VERB
bam-10463	88	3	the	the	DET
bam-10463	88	4	ml	ml	NOUN
bam-10463	88	5	analysis	analysis	NOUN
bam-10463	88	6	,	,	PUNCT
bam-10463	88	7	table	table	NOUN
bam-10463	88	8	3	3	NUM
bam-10463	88	9	shows	show	VERB
bam-10463	88	10	the	the	DET
bam-10463	88	11	results	result	NOUN
bam-10463	88	12	obtained	obtain	VERB
bam-10463	88	13	through	through	ADP
bam-10463	88	14	the	the	DET
bam-10463	88	15	analysis	analysis	NOUN
bam-10463	88	16	performed	perform	VERB
bam-10463	88	17	through	through	ADP
bam-10463	88	18	the	the	DET
bam-10463	88	19	wrapper	wrapper	NOUN
bam-10463	88	20	features	feature	VERB
bam-10463	88	21	selection	selection	NOUN
bam-10463	88	22	method	method	NOUN
bam-10463	88	23	.	.	PUNCT
bam-10463	89	1	the	the	DET
bam-10463	89	2	best	good	ADJ
bam-10463	89	3	table	table	NOUN
bam-10463	89	4	3	3	NUM
bam-10463	89	5	.	.	PUNCT
bam-10463	89	6	evaluation	evaluation	NOUN
bam-10463	89	7	metrics	metric	NOUN
bam-10463	89	8	obtained	obtain	VERB
bam-10463	89	9	in	in	ADP
bam-10463	89	10	the	the	DET
bam-10463	89	11	ml	ml	NOUN
bam-10463	89	12	analysis	analysis	NOUN
bam-10463	89	13	per	per	ADP
bam-10463	89	14	each	each	DET
bam-10463	89	15	algorithm	algorithm	NOUN
bam-10463	89	16	.	.	PUNCT
bam-10463	90	1	classifier	classifier	NOUN
bam-10463	90	2	accuracy	accuracy	NOUN
bam-10463	91	1	[	[	X
bam-10463	91	2	%	%	X
bam-10463	91	3	]	]	X
bam-10463	91	4	sensitivity	sensitivity	NOUN
bam-10463	92	1	[	[	X
bam-10463	92	2	%	%	X
bam-10463	92	3	]	]	X
bam-10463	92	4	specificity	specificity	NOUN
bam-10463	93	1	[	[	X
bam-10463	93	2	%	%	X
bam-10463	93	3	]	]	X
bam-10463	93	4	precision	precision	NOUN
bam-10463	94	1	[	[	X
bam-10463	94	2	%	%	X
bam-10463	94	3	]	]	X
bam-10463	94	4	aucroc	aucroc	NOUN
bam-10463	94	5	dt	dt	PROPN
bam-10463	94	6	80.9	80.9	NUM
bam-10463	94	7	88.1	88.1	NUM
bam-10463	94	8	69.2	69.2	NUM
bam-10463	94	9	82.2	82.2	NUM
bam-10463	94	10	0.737	0.737	NUM
bam-10463	94	11	knn	knn	NOUN
bam-10463	94	12	72.1	72.1	NUM
bam-10463	94	13	97.6	97.6	NUM
bam-10463	94	14	30.8	30.8	NUM
bam-10463	94	15	69.5	69.5	NUM
bam-10463	94	16	0.586	0.586	NUM
bam-10463	94	17	nb	nb	PROPN
bam-10463	94	18	70.6	70.6	NUM
bam-10463	94	19	80.9	80.9	NUM
bam-10463	94	20	53.8	53.8	NUM
bam-10463	94	21	73.9	73.9	NUM
bam-10463	94	22	0.674	0.674	NUM
bam-10463	94	23	svm	svm	NOUN
bam-10463	94	24	75.0	75.0	NUM
bam-10463	94	25	90.5	90.5	NUM
bam-10463	94	26	50.0	50.0	NUM
bam-10463	94	27	74.5	74.5	NUM
bam-10463	94	28	0.683	0.683	NUM
bam-10463	94	29	da	da	PROPN
bam-10463	94	30	70.6	70.6	NUM
bam-10463	94	31	80.9	80.9	NUM
bam-10463	94	32	53.8	53.8	NUM
bam-10463	94	33	73.9	73.9	NUM
bam-10463	94	34	0.680	0.680	NUM
bam-10463	94	35	rf	rf	NUM
bam-10463	94	36	77.9	77.9	NUM
bam-10463	94	37	90.5	90.5	NUM
bam-10463	94	38	57.7	57.7	NUM
bam-10463	94	39	77.5	77.5	NUM
bam-10463	94	40	0.727	0.727	NUM
bam-10463	94	41	bt	bt	PROPN
bam-10463	94	42	70.6	70.6	NUM
bam-10463	94	43	78.6	78.6	NUM
bam-10463	94	44	57.7	57.7	NUM
bam-10463	94	45	75.0	75.0	NUM
bam-10463	94	46	0.794	0.794	NUM
bam-10463	94	47	gait	gait	NOUN
bam-10463	94	48	and	and	CCONJ
bam-10463	94	49	neuropsychiatric	neuropsychiatric	ADJ
bam-10463	94	50	symptoms	symptom	NOUN
bam-10463	94	51	in	in	ADP
bam-10463	94	52	parkinson	parkinson	NOUN
bam-10463	94	53	’s	’s	PART
bam-10463	94	54	disease	disease	NOUN
bam-10463	94	55	eur	eur	PROPN
bam-10463	94	56	j	j	PROPN
bam-10463	94	57	transl	transl	PROPN
bam-10463	94	58	myol	myol	ADV
bam-10463	94	59	32	32	NUM
bam-10463	94	60	(	(	PUNCT
bam-10463	94	61	2	2	NUM
bam-10463	94	62	):	):	PUNCT
bam-10463	94	63	10463	10463	NUM
bam-10463	94	64	,	,	PUNCT
bam-10463	94	65	2022	2022	NUM
bam-10463	94	66	doi	doi	NOUN
bam-10463	94	67	:	:	PUNCT
bam-10463	94	68	10.4081	10.4081	NUM
bam-10463	94	69	/	/	SYM
bam-10463	94	70	ejtm.2022.10463	ejtm.2022.10463	NUM
bam-10463	94	71	6	6	NUM
bam-10463	94	72	accuracy	accuracy	NOUN
bam-10463	94	73	was	be	AUX
bam-10463	94	74	obtained	obtain	VERB
bam-10463	94	75	by	by	ADP
bam-10463	94	76	employing	employ	VERB
bam-10463	94	77	the	the	DET
bam-10463	94	78	dt	dt	NOUN
bam-10463	94	79	algorithms	algorithm	NOUN
bam-10463	94	80	(	(	PUNCT
bam-10463	94	81	80.9	80.9	NUM
bam-10463	94	82	%	%	NOUN
bam-10463	94	83	)	)	PUNCT
bam-10463	94	84	,	,	PUNCT
bam-10463	94	85	which	which	PRON
bam-10463	94	86	also	also	ADV
bam-10463	94	87	showed	show	VERB
bam-10463	94	88	the	the	DET
bam-10463	94	89	highest	high	ADJ
bam-10463	94	90	scores	score	NOUN
bam-10463	94	91	in	in	ADP
bam-10463	94	92	terms	term	NOUN
bam-10463	94	93	of	of	ADP
bam-10463	94	94	specificity	specificity	NOUN
bam-10463	94	95	and	and	CCONJ
bam-10463	94	96	precision	precision	NOUN
bam-10463	94	97	.	.	PUNCT
bam-10463	95	1	the	the	DET
bam-10463	95	2	sensitivity	sensitivity	NOUN
bam-10463	95	3	was	be	AUX
bam-10463	95	4	particularly	particularly	ADV
bam-10463	95	5	high	high	ADJ
bam-10463	95	6	in	in	ADP
bam-10463	95	7	the	the	DET
bam-10463	95	8	knn	knn	PROPN
bam-10463	95	9	algorithm	algorithm	NOUN
bam-10463	95	10	(	(	PUNCT
bam-10463	95	11	97.6	97.6	NUM
bam-10463	95	12	%	%	NOUN
bam-10463	95	13	)	)	PUNCT
bam-10463	95	14	,	,	PUNCT
bam-10463	95	15	but	but	CCONJ
bam-10463	95	16	it	it	PRON
bam-10463	95	17	showed	show	VERB
bam-10463	95	18	the	the	DET
bam-10463	95	19	lowest	low	ADJ
bam-10463	95	20	specificity	specificity	NOUN
bam-10463	95	21	(	(	PUNCT
bam-10463	95	22	30.8	30.8	NUM
bam-10463	95	23	%	%	NOUN
bam-10463	95	24	)	)	PUNCT
bam-10463	95	25	,	,	PUNCT
bam-10463	95	26	aucroc	aucroc	NOUN
bam-10463	95	27	(	(	PUNCT
bam-10463	95	28	0.586	0.586	NUM
bam-10463	95	29	)	)	PUNCT
bam-10463	95	30	and	and	CCONJ
bam-10463	95	31	precision	precision	NOUN
bam-10463	95	32	(	(	PUNCT
bam-10463	95	33	69.5	69.5	NUM
bam-10463	95	34	%	%	NOUN
bam-10463	95	35	)	)	PUNCT
bam-10463	95	36	if	if	SCONJ
bam-10463	95	37	compared	compare	VERB
bam-10463	95	38	with	with	ADP
bam-10463	95	39	the	the	DET
bam-10463	95	40	other	other	ADJ
bam-10463	95	41	classifiers	classifier	NOUN
bam-10463	95	42	.	.	PUNCT
bam-10463	96	1	similarly	similarly	ADV
bam-10463	96	2	,	,	PUNCT
bam-10463	96	3	the	the	DET
bam-10463	96	4	svm	svm	PROPN
bam-10463	96	5	showed	show	VERB
bam-10463	96	6	a	a	DET
bam-10463	96	7	high	high	ADJ
bam-10463	96	8	sensitivity	sensitivity	NOUN
bam-10463	96	9	(	(	PUNCT
bam-10463	96	10	90.5	90.5	NUM
bam-10463	96	11	%	%	NOUN
bam-10463	96	12	)	)	PUNCT
bam-10463	96	13	and	and	CCONJ
bam-10463	96	14	a	a	DET
bam-10463	96	15	low	low	ADJ
bam-10463	96	16	specificity	specificity	NOUN
bam-10463	96	17	(	(	PUNCT
bam-10463	96	18	50.0	50.0	NUM
bam-10463	96	19	%	%	NOUN
bam-10463	96	20	)	)	PUNCT
bam-10463	96	21	.	.	PUNCT
bam-10463	97	1	the	the	DET
bam-10463	97	2	nb	nb	NOUN
bam-10463	97	3	and	and	CCONJ
bam-10463	97	4	the	the	DET
bam-10463	97	5	da	da	PROPN
bam-10463	97	6	classifiers	classifier	NOUN
bam-10463	97	7	obtained	obtain	VERB
bam-10463	97	8	the	the	DET
bam-10463	97	9	same	same	ADJ
bam-10463	97	10	scores	score	NOUN
bam-10463	97	11	in	in	ADP
bam-10463	97	12	each	each	DET
bam-10463	97	13	metric	metric	NOUN
bam-10463	97	14	,	,	PUNCT
bam-10463	97	15	except	except	SCONJ
bam-10463	97	16	for	for	ADP
bam-10463	97	17	the	the	DET
bam-10463	97	18	aucroc	aucroc	NOUN
bam-10463	97	19	(	(	PUNCT
bam-10463	97	20	0.674	0.674	NUM
bam-10463	97	21	and	and	CCONJ
bam-10463	97	22	0.680	0.680	NUM
bam-10463	97	23	,	,	PUNCT
bam-10463	97	24	respectively	respectively	ADV
bam-10463	97	25	)	)	PUNCT
bam-10463	97	26	.	.	PUNCT
bam-10463	98	1	the	the	DET
bam-10463	98	2	bt	bt	NOUN
bam-10463	98	3	showed	show	VERB
bam-10463	98	4	the	the	DET
bam-10463	98	5	highest	high	ADJ
bam-10463	98	6	aucroc	aucroc	NOUN
bam-10463	98	7	score	score	NOUN
bam-10463	98	8	(	(	PUNCT
bam-10463	98	9	0.794	0.794	NUM
bam-10463	98	10	)	)	PUNCT
bam-10463	98	11	.	.	PUNCT
bam-10463	99	1	moreover	moreover	ADV
bam-10463	99	2	,	,	PUNCT
bam-10463	99	3	the	the	DET
bam-10463	99	4	wrapper	wrapper	NOUN
bam-10463	99	5	identified	identify	VERB
bam-10463	99	6	for	for	ADP
bam-10463	99	7	each	each	DET
bam-10463	99	8	classifier	classifier	NOUN
bam-10463	99	9	the	the	DET
bam-10463	99	10	best	good	ADJ
bam-10463	99	11	spatial	spatial	ADJ
bam-10463	99	12	temporal	temporal	ADJ
bam-10463	99	13	features	feature	NOUN
bam-10463	99	14	,	,	PUNCT
bam-10463	99	15	which	which	PRON
bam-10463	99	16	allowed	allow	VERB
bam-10463	99	17	to	to	PART
bam-10463	99	18	define	define	VERB
bam-10463	99	19	the	the	DET
bam-10463	99	20	gait	gait	ADJ
bam-10463	99	21	pattern	pattern	NOUN
bam-10463	99	22	of	of	ADP
bam-10463	99	23	patients	patient	NOUN
bam-10463	99	24	with	with	ADP
bam-10463	99	25	non	non	ADJ
bam-10463	99	26	-	-	ADJ
bam-10463	99	27	motor	motor	ADJ
bam-10463	99	28	mental	mental	ADJ
bam-10463	99	29	symptoms	symptom	NOUN
bam-10463	99	30	.	.	PUNCT
bam-10463	100	1	in	in	ADP
bam-10463	100	2	particular	particular	ADJ
bam-10463	100	3	,	,	PUNCT
bam-10463	100	4	15	15	NUM
bam-10463	100	5	spatial	spatial	ADJ
bam-10463	100	6	temporal	temporal	ADJ
bam-10463	100	7	variables	variable	NOUN
bam-10463	100	8	have	have	AUX
bam-10463	100	9	been	be	AUX
bam-10463	100	10	selected	select	VERB
bam-10463	100	11	among	among	ADP
bam-10463	100	12	the	the	DET
bam-10463	100	13	three	three	NUM
bam-10463	100	14	different	different	ADJ
bam-10463	100	15	tasks	task	NOUN
bam-10463	100	16	,	,	PUNCT
bam-10463	100	17	the	the	DET
bam-10463	100	18	common	common	ADJ
bam-10463	100	19	features	feature	NOUN
bam-10463	100	20	belonged	belong	VERB
bam-10463	100	21	to	to	PART
bam-10463	100	22	gait	gait	VERB
bam-10463	100	23	task	task	NOUN
bam-10463	100	24	and	and	CCONJ
bam-10463	100	25	are	be	AUX
bam-10463	100	26	the	the	DET
bam-10463	100	27	following	follow	VERB
bam-10463	100	28	:	:	PUNCT
bam-10463	100	29	•	•	NUM
bam-10463	100	30	stance	stance	NOUN
bam-10463	100	31	phase	phase	NOUN
bam-10463	100	32	(	(	PUNCT
bam-10463	100	33	%	%	NOUN
bam-10463	100	34	)	)	PUNCT
bam-10463	100	35	,	,	PUNCT
bam-10463	100	36	•	•	NUM
bam-10463	100	37	swing	swing	NOUN
bam-10463	100	38	phase	phase	NOUN
bam-10463	100	39	(	(	PUNCT
bam-10463	100	40	%	%	NOUN
bam-10463	100	41	)	)	PUNCT
bam-10463	100	42	,	,	PUNCT
bam-10463	100	43	•	•	NUM
bam-10463	100	44	swing	swing	NOUN
bam-10463	100	45	duration	duration	NOUN
bam-10463	100	46	variability	variability	NOUN
bam-10463	100	47	(	(	PUNCT
bam-10463	100	48	s	s	NOUN
bam-10463	100	49	)	)	PUNCT
bam-10463	100	50	,	,	PUNCT
bam-10463	100	51	•	•	NUM
bam-10463	100	52	mean	mean	NOUN
bam-10463	100	53	velocity	velocity	NOUN
bam-10463	100	54	(	(	PUNCT
bam-10463	100	55	s	s	NOUN
bam-10463	100	56	)	)	PUNCT
bam-10463	100	57	,	,	PUNCT
bam-10463	100	58	•	•	NUM
bam-10463	100	59	double	double	ADJ
bam-10463	100	60	support	support	NOUN
bam-10463	100	61	phase	phase	NOUN
bam-10463	100	62	(	(	PUNCT
bam-10463	100	63	%	%	NOUN
bam-10463	100	64	)	)	PUNCT
bam-10463	100	65	,	,	PUNCT
bam-10463	100	66	•	•	NUM
bam-10463	100	67	step	step	NOUN
bam-10463	100	68	length	length	NOUN
bam-10463	100	69	(	(	PUNCT
bam-10463	100	70	m	m	NOUN
bam-10463	100	71	)	)	PUNCT
bam-10463	100	72	.	.	PUNCT
bam-10463	101	1	overall	overall	ADJ
bam-10463	101	2	,	,	PUNCT
bam-10463	101	3	by	by	ADP
bam-10463	101	4	comparing	compare	VERB
bam-10463	101	5	the	the	DET
bam-10463	101	6	previous	previous	ADJ
bam-10463	101	7	list	list	NOUN
bam-10463	101	8	with	with	ADP
bam-10463	101	9	the	the	DET
bam-10463	101	10	results	result	NOUN
bam-10463	101	11	of	of	ADP
bam-10463	101	12	table	table	NOUN
bam-10463	101	13	2	2	NUM
bam-10463	101	14	,	,	PUNCT
bam-10463	101	15	it	it	PRON
bam-10463	101	16	is	be	AUX
bam-10463	101	17	worth	worth	ADJ
bam-10463	101	18	noting	note	VERB
bam-10463	101	19	that	that	SCONJ
bam-10463	101	20	these	these	DET
bam-10463	101	21	variables	variable	NOUN
bam-10463	101	22	matched	match	VERB
bam-10463	101	23	the	the	DET
bam-10463	101	24	most	most	ADJ
bam-10463	101	25	of	of	ADP
bam-10463	101	26	the	the	DET
bam-10463	101	27	significant	significant	ADJ
bam-10463	101	28	variables	variable	NOUN
bam-10463	101	29	(	(	PUNCT
bam-10463	101	30	pvalue<0.05	pvalue<0.05	ADJ
bam-10463	101	31	)	)	PUNCT
bam-10463	101	32	of	of	ADP
bam-10463	101	33	the	the	DET
bam-10463	101	34	statistical	statistical	ADJ
bam-10463	101	35	analysis	analysis	NOUN
bam-10463	101	36	,	,	PUNCT
bam-10463	101	37	but	but	CCONJ
bam-10463	101	38	ml	ml	AUX
bam-10463	101	39	selected	select	VERB
bam-10463	101	40	also	also	ADV
bam-10463	101	41	the	the	DET
bam-10463	101	42	“	"	PUNCT
bam-10463	101	43	swing	swing	NOUN
bam-10463	101	44	duration	duration	NOUN
bam-10463	101	45	variability	variability	NOUN
bam-10463	101	46	”	"	PUNCT
bam-10463	101	47	,	,	PUNCT
bam-10463	101	48	which	which	PRON
bam-10463	101	49	confirmed	confirm	VERB
bam-10463	101	50	the	the	DET
bam-10463	101	51	potentiality	potentiality	NOUN
bam-10463	101	52	of	of	ADP
bam-10463	101	53	ml	ml	NOUN
bam-10463	101	54	in	in	ADP
bam-10463	101	55	pointing	point	VERB
bam-10463	101	56	out	out	ADP
bam-10463	101	57	the	the	DET
bam-10463	101	58	most	most	ADV
bam-10463	101	59	important	important	ADJ
bam-10463	101	60	spatial	spatial	ADJ
bam-10463	101	61	temporal	temporal	ADJ
bam-10463	101	62	features	feature	NOUN
bam-10463	101	63	.	.	PUNCT
bam-10463	102	1	in	in	ADP
bam-10463	102	2	addition	addition	NOUN
bam-10463	102	3	,	,	PUNCT
bam-10463	102	4	analysing	analyse	VERB
bam-10463	102	5	the	the	DET
bam-10463	102	6	frequencies	frequency	NOUN
bam-10463	102	7	of	of	ADP
bam-10463	102	8	the	the	DET
bam-10463	102	9	variables	variable	NOUN
bam-10463	102	10	from	from	ADP
bam-10463	102	11	all	all	DET
bam-10463	102	12	the	the	DET
bam-10463	102	13	algorithms	algorithm	NOUN
bam-10463	102	14	,	,	PUNCT
bam-10463	102	15	“	"	PUNCT
bam-10463	102	16	mean	mean	VERB
bam-10463	102	17	velocity	velocity	NOUN
bam-10463	102	18	”	"	PUNCT
bam-10463	102	19	and	and	CCONJ
bam-10463	102	20	“	"	PUNCT
bam-10463	102	21	swing	swing	VERB
bam-10463	102	22	duration	duration	NOUN
bam-10463	102	23	variability	variability	NOUN
bam-10463	102	24	”	"	PUNCT
bam-10463	102	25	were	be	AUX
bam-10463	102	26	the	the	DET
bam-10463	102	27	most	most	ADV
bam-10463	102	28	selected	select	VERB
bam-10463	102	29	,	,	PUNCT
bam-10463	102	30	indicating	indicate	VERB
bam-10463	102	31	that	that	SCONJ
bam-10463	102	32	a	a	DET
bam-10463	102	33	raw	raw	ADJ
bam-10463	102	34	measure	measure	NOUN
bam-10463	102	35	of	of	ADP
bam-10463	102	36	slowness	slowness	NOUN
bam-10463	102	37	(	(	PUNCT
bam-10463	102	38	table	table	NOUN
bam-10463	102	39	2	2	NUM
bam-10463	102	40	)	)	PUNCT
bam-10463	102	41	,	,	PUNCT
bam-10463	102	42	i.e.	i.e.	X
bam-10463	102	43	,	,	PUNCT
bam-10463	102	44	velocity	velocity	NOUN
bam-10463	102	45	,	,	PUNCT
bam-10463	102	46	coupled	couple	VERB
bam-10463	102	47	with	with	ADP
bam-10463	102	48	an	an	DET
bam-10463	102	49	indicator	indicator	NOUN
bam-10463	102	50	of	of	ADP
bam-10463	102	51	instability	instability	NOUN
bam-10463	102	52	,	,	PUNCT
bam-10463	102	53	and	and	CCONJ
bam-10463	102	54	swing	swing	NOUN
bam-10463	102	55	duration	duration	NOUN
bam-10463	102	56	variability,23	variability,23	NOUN
bam-10463	102	57	are	be	AUX
bam-10463	102	58	the	the	DET
bam-10463	102	59	features	feature	NOUN
bam-10463	102	60	better	well	ADV
bam-10463	102	61	distinguishing	distinguish	VERB
bam-10463	102	62	pd	pd	NOUN
bam-10463	102	63	patients	patient	NOUN
bam-10463	102	64	with	with	ADP
bam-10463	102	65	and	and	CCONJ
bam-10463	102	66	without	without	ADP
bam-10463	102	67	non	non	ADJ
bam-10463	102	68	-	-	ADJ
bam-10463	102	69	motor	motor	ADJ
bam-10463	102	70	neuropsychiatric	neuropsychiatric	ADJ
bam-10463	102	71	symptoms	symptom	NOUN
bam-10463	102	72	.	.	PUNCT
bam-10463	103	1	previously	previously	ADV
bam-10463	103	2	,	,	PUNCT
bam-10463	103	3	ricciardi	ricciardi	PROPN
bam-10463	103	4	et	et	PROPN
bam-10463	103	5	al	al	PROPN
bam-10463	103	6	.	.	PROPN
bam-10463	103	7	identified	identify	VERB
bam-10463	103	8	cognitive	cognitive	ADJ
bam-10463	103	9	impairment	impairment	NOUN
bam-10463	103	10	in	in	ADP
bam-10463	103	11	pd	pd	PROPN
bam-10463	103	12	patients	patient	NOUN
bam-10463	103	13	using	use	VERB
bam-10463	103	14	quantitative	quantitative	ADJ
bam-10463	103	15	gait	gait	NOUN
bam-10463	103	16	variables	variable	NOUN
bam-10463	103	17	during	during	ADP
bam-10463	103	18	different	different	ADJ
bam-10463	103	19	tasks	task	NOUN
bam-10463	103	20	and	and	CCONJ
bam-10463	103	21	throught	throught	NOUN
bam-10463	103	22	three	three	NUM
bam-10463	103	23	ml	ml	NOUN
bam-10463	103	24	algorithms	algorithm	NOUN
bam-10463	103	25	(	(	PUNCT
bam-10463	103	26	dt	dt	NOUN
bam-10463	103	27	with	with	ADP
bam-10463	103	28	an	an	DET
bam-10463	103	29	accuracy	accuracy	NOUN
bam-10463	103	30	of	of	ADP
bam-10463	103	31	86,8	86,8	NUM
bam-10463	103	32	%	%	NOUN
bam-10463	103	33	,	,	PUNCT
bam-10463	103	34	rf	rf	VERB
bam-10463	103	35	with	with	ADP
bam-10463	103	36	82,4	82,4	NUM
bam-10463	103	37	%	%	NOUN
bam-10463	103	38	and	and	CCONJ
bam-10463	103	39	knn	knn	VERB
bam-10463	103	40	with	with	ADP
bam-10463	103	41	83.8%).12	83.8%).12	NUM
bam-10463	103	42	the	the	DET
bam-10463	103	43	present	present	ADJ
bam-10463	103	44	study	study	NOUN
bam-10463	103	45	shows	show	VERB
bam-10463	103	46	that	that	SCONJ
bam-10463	103	47	using	use	VERB
bam-10463	103	48	spatial	spatial	ADJ
bam-10463	103	49	and	and	CCONJ
bam-10463	103	50	temporal	temporal	ADJ
bam-10463	103	51	variables	variable	NOUN
bam-10463	103	52	as	as	ADP
bam-10463	103	53	input	input	NOUN
bam-10463	103	54	of	of	ADP
bam-10463	103	55	ml	ml	ADP
bam-10463	103	56	algorithms	algorithm	NOUN
bam-10463	103	57	allowed	allow	VERB
bam-10463	103	58	to	to	PART
bam-10463	103	59	display	display	VERB
bam-10463	103	60	good	good	ADJ
bam-10463	103	61	accuracy	accuracy	NOUN
bam-10463	103	62	,	,	PUNCT
bam-10463	103	63	sensitivity	sensitivity	NOUN
bam-10463	103	64	and	and	CCONJ
bam-10463	103	65	precision	precision	NOUN
bam-10463	103	66	(	(	PUNCT
bam-10463	103	67	greater	great	ADJ
bam-10463	103	68	than	than	ADP
bam-10463	103	69	80	80	NUM
bam-10463	103	70	%	%	NOUN
bam-10463	103	71	)	)	PUNCT
bam-10463	103	72	in	in	ADP
bam-10463	103	73	distinguishing	distinguish	VERB
bam-10463	103	74	the	the	DET
bam-10463	103	75	patients	patient	NOUN
bam-10463	103	76	with	with	ADP
bam-10463	103	77	and	and	CCONJ
bam-10463	103	78	without	without	ADP
bam-10463	103	79	non	non	ADJ
bam-10463	103	80	-	-	ADJ
bam-10463	103	81	motor	motor	ADJ
bam-10463	103	82	mental	mental	ADJ
bam-10463	103	83	symptoms	symptom	NOUN
bam-10463	103	84	.	.	PUNCT
bam-10463	104	1	in	in	ADP
bam-10463	104	2	conclusion	conclusion	NOUN
bam-10463	104	3	,	,	PUNCT
bam-10463	104	4	this	this	DET
bam-10463	104	5	study	study	NOUN
bam-10463	104	6	aimed	aim	VERB
bam-10463	104	7	to	to	PART
bam-10463	104	8	employ	employ	VERB
bam-10463	104	9	univariate	univariate	ADJ
bam-10463	104	10	statistical	statistical	ADJ
bam-10463	104	11	analysis	analysis	NOUN
bam-10463	104	12	and	and	CCONJ
bam-10463	104	13	ml	ml	ADP
bam-10463	104	14	algorithms	algorithm	NOUN
bam-10463	104	15	using	use	VERB
bam-10463	104	16	spatial	spatial	ADJ
bam-10463	104	17	temporal	temporal	ADJ
bam-10463	104	18	variables	variable	NOUN
bam-10463	104	19	for	for	ADP
bam-10463	104	20	the	the	DET
bam-10463	104	21	recognition	recognition	NOUN
bam-10463	104	22	of	of	ADP
bam-10463	104	23	gait	gait	ADJ
bam-10463	104	24	pattern	pattern	NOUN
bam-10463	104	25	associated	associate	VERB
bam-10463	104	26	to	to	ADP
bam-10463	104	27	non	non	ADJ
bam-10463	104	28	-	-	ADJ
bam-10463	104	29	motor	motor	ADJ
bam-10463	104	30	mental	mental	ADJ
bam-10463	104	31	symptoms	symptom	NOUN
bam-10463	104	32	in	in	ADP
bam-10463	104	33	pd	pd	PROPN
bam-10463	104	34	.	.	PUNCT
bam-10463	105	1	the	the	DET
bam-10463	105	2	statistical	statistical	ADJ
bam-10463	105	3	analysis	analysis	NOUN
bam-10463	105	4	results	result	NOUN
bam-10463	105	5	were	be	AUX
bam-10463	105	6	mostly	mostly	ADV
bam-10463	105	7	confirmed	confirm	VERB
bam-10463	105	8	by	by	ADP
bam-10463	105	9	the	the	DET
bam-10463	105	10	ml	ml	NOUN
bam-10463	105	11	analysis	analysis	NOUN
bam-10463	105	12	(	(	PUNCT
bam-10463	105	13	matching	match	VERB
bam-10463	105	14	between	between	ADP
bam-10463	105	15	significant	significant	ADJ
bam-10463	105	16	variables	variable	NOUN
bam-10463	105	17	and	and	CCONJ
bam-10463	105	18	features	feature	NOUN
bam-10463	105	19	chosen	choose	VERB
bam-10463	105	20	by	by	ADP
bam-10463	105	21	ml	ml	NOUN
bam-10463	105	22	)	)	PUNCT
bam-10463	105	23	and	and	CCONJ
bam-10463	105	24	indicated	indicate	VERB
bam-10463	105	25	that	that	SCONJ
bam-10463	105	26	pd	pd	PROPN
bam-10463	105	27	patients	patient	NOUN
bam-10463	105	28	with	with	ADP
bam-10463	105	29	non	non	ADJ
bam-10463	105	30	-	-	ADJ
bam-10463	105	31	motor	motor	ADJ
bam-10463	105	32	mental	mental	ADJ
bam-10463	105	33	symptoms	symptom	NOUN
bam-10463	105	34	as	as	SCONJ
bam-10463	105	35	compared	compare	VERB
bam-10463	105	36	with	with	ADP
bam-10463	105	37	pd	pd	PROPN
bam-10463	105	38	patients	patient	NOUN
bam-10463	105	39	without	without	ADP
bam-10463	105	40	display	display	NOUN
bam-10463	105	41	a	a	DET
bam-10463	105	42	worse	bad	ADJ
bam-10463	105	43	gait	gait	NOUN
bam-10463	105	44	pattern	pattern	NOUN
bam-10463	105	45	,	,	PUNCT
bam-10463	105	46	mainly	mainly	ADV
bam-10463	105	47	characterized	characterize	VERB
bam-10463	105	48	by	by	ADP
bam-10463	105	49	increased	increase	VERB
bam-10463	105	50	slowness	slowness	NOUN
bam-10463	105	51	and	and	CCONJ
bam-10463	105	52	dynamic	dynamic	ADJ
bam-10463	105	53	instability	instability	NOUN
bam-10463	105	54	.	.	PUNCT
bam-10463	106	1	these	these	DET
bam-10463	106	2	findings	finding	NOUN
bam-10463	106	3	further	far	ADV
bam-10463	106	4	support	support	VERB
bam-10463	106	5	the	the	DET
bam-10463	106	6	idea	idea	NOUN
bam-10463	106	7	that	that	SCONJ
bam-10463	106	8	peculiar	peculiar	ADJ
bam-10463	106	9	gait	gait	ADJ
bam-10463	106	10	dysfunction	dysfunction	NOUN
bam-10463	106	11	and	and	CCONJ
bam-10463	106	12	neuropsychiatric	neuropsychiatric	ADJ
bam-10463	106	13	symptoms	symptom	NOUN
bam-10463	106	14	in	in	ADP
bam-10463	106	15	pd	pd	PROPN
bam-10463	106	16	mirror	mirror	NOUN
bam-10463	106	17	the	the	DET
bam-10463	106	18	progression	progression	NOUN
bam-10463	106	19	of	of	ADP
bam-10463	106	20	the	the	DET
bam-10463	106	21	neurodegenerative	neurodegenerative	ADJ
bam-10463	106	22	process	process	NOUN
bam-10463	106	23	toward	toward	ADP
bam-10463	106	24	non	non	ADJ
bam-10463	106	25	-	-	ADJ
bam-10463	106	26	dopaminergic	dopaminergic	ADJ
bam-10463	106	27	networks	network	NOUN
bam-10463	106	28	and	and	CCONJ
bam-10463	106	29	widespread	widespread	ADJ
bam-10463	106	30	cortical	cortical	ADJ
bam-10463	106	31	areas	area	NOUN
bam-10463	106	32	.	.	PUNCT
bam-10463	107	1	a	a	DET
bam-10463	107	2	limitation	limitation	NOUN
bam-10463	107	3	of	of	ADP
bam-10463	107	4	the	the	DET
bam-10463	107	5	present	present	ADJ
bam-10463	107	6	study	study	NOUN
bam-10463	107	7	includes	include	VERB
bam-10463	107	8	in	in	ADP
bam-10463	107	9	the	the	DET
bam-10463	107	10	same	same	ADJ
bam-10463	107	11	group	group	NOUN
bam-10463	107	12	different	different	ADJ
bam-10463	107	13	mental	mental	ADJ
bam-10463	107	14	symptoms	symptom	NOUN
bam-10463	107	15	that	that	PRON
bam-10463	107	16	might	might	AUX
bam-10463	107	17	have	have	VERB
bam-10463	107	18	distinct	distinct	ADJ
bam-10463	107	19	associations	association	NOUN
bam-10463	107	20	with	with	ADP
bam-10463	107	21	gait	gait	NOUN
bam-10463	107	22	parameters	parameter	NOUN
bam-10463	107	23	;	;	PUNCT
bam-10463	107	24	therefore	therefore	ADV
bam-10463	107	25	,	,	PUNCT
bam-10463	107	26	a	a	DET
bam-10463	107	27	possible	possible	ADJ
bam-10463	107	28	future	future	ADJ
bam-10463	107	29	development	development	NOUN
bam-10463	107	30	could	could	AUX
bam-10463	107	31	be	be	AUX
bam-10463	107	32	analysing	analyse	VERB
bam-10463	107	33	larger	large	ADJ
bam-10463	107	34	samples	sample	NOUN
bam-10463	107	35	stratified	stratify	VERB
bam-10463	107	36	for	for	ADP
bam-10463	107	37	symptoms	symptom	NOUN
bam-10463	107	38	,	,	PUNCT
bam-10463	107	39	i.e.	i.e.	X
bam-10463	107	40	,	,	PUNCT
bam-10463	107	41	cognitive	cognitive	ADJ
bam-10463	107	42	impairment	impairment	NOUN
bam-10463	107	43	,	,	PUNCT
bam-10463	107	44	affective	affective	ADJ
bam-10463	107	45	symptoms	symptom	NOUN
bam-10463	107	46	,	,	PUNCT
bam-10463	107	47	psychotic	psychotic	ADJ
bam-10463	107	48	disorders	disorder	NOUN
bam-10463	107	49	,	,	PUNCT
bam-10463	107	50	impulse	impulse	ADJ
bam-10463	107	51	control	control	NOUN
bam-10463	107	52	disorders	disorder	NOUN
bam-10463	107	53	.	.	PUNCT
bam-10463	108	1	finally	finally	ADV
bam-10463	108	2	,	,	PUNCT
bam-10463	108	3	the	the	DET
bam-10463	108	4	present	present	ADJ
bam-10463	108	5	results	result	NOUN
bam-10463	108	6	may	may	AUX
bam-10463	108	7	corroborate	corroborate	VERB
bam-10463	108	8	the	the	DET
bam-10463	108	9	use	use	NOUN
bam-10463	108	10	of	of	ADP
bam-10463	108	11	integrated	integrate	VERB
bam-10463	108	12	therapeutic	therapeutic	ADJ
bam-10463	108	13	approaches	approach	NOUN
bam-10463	108	14	in	in	ADP
bam-10463	108	15	rehabilitation	rehabilitation	NOUN
bam-10463	108	16	,	,	PUNCT
bam-10463	108	17	like	like	ADP
bam-10463	108	18	cognitive	cognitive	ADJ
bam-10463	108	19	training	training	NOUN
bam-10463	108	20	interventions	intervention	NOUN
bam-10463	108	21	or	or	CCONJ
bam-10463	108	22	/	/	SYM
bam-10463	108	23	and	and	CCONJ
bam-10463	108	24	utilization	utilization	NOUN
bam-10463	108	25	of	of	ADP
bam-10463	108	26	pharmacological	pharmacological	NOUN
bam-10463	108	27	therapy	therapy	NOUN
bam-10463	108	28	enhancing	enhance	VERB
bam-10463	108	29	cognitiver	cognitiver	ADJ
bam-10463	108	30	skills	skill	NOUN
bam-10463	108	31	for	for	ADP
bam-10463	108	32	improving	improve	VERB
bam-10463	108	33	walking	walking	NOUN
bam-10463	108	34	performance	performance	NOUN
bam-10463	108	35	.	.	PUNCT
bam-10463	109	1	list	list	NOUN
bam-10463	109	2	of	of	ADP
bam-10463	109	3	acronyms	acronym	NOUN
bam-10463	109	4	aucroc	aucroc	PROPN
bam-10463	109	5	area	area	NOUN
bam-10463	109	6	under	under	ADP
bam-10463	109	7	the	the	DET
bam-10463	109	8	receiver	receiver	NOUN
bam-10463	109	9	operating	operate	VERB
bam-10463	109	10	characteristic	characteristic	ADJ
bam-10463	109	11	bmi	bmi	NOUN
bam-10463	109	12	body	body	NOUN
bam-10463	109	13	mass	mass	PROPN
bam-10463	109	14	index	index	PROPN
bam-10463	109	15	bt	bt	PROPN
bam-10463	109	16	boosted	boost	VERB
bam-10463	109	17	tree	tree	NOUN
bam-10463	109	18	cogcognitive	cogcognitive	NOUN
bam-10463	109	19	dual	dual	ADJ
bam-10463	109	20	-	-	PUNCT
bam-10463	109	21	task	task	NOUN
bam-10463	109	22	da	da	PROPN
bam-10463	109	23	discriminant	discriminant	PROPN
bam-10463	109	24	analysis	analysis	NOUN
bam-10463	109	25	dt	dt	ADP
bam-10463	109	26	decision	decision	NOUN
bam-10463	109	27	tree	tree	NOUN
bam-10463	109	28	gait	gait	NOUN
bam-10463	109	29	–	–	PUNCT
bam-10463	109	30	single	single	ADJ
bam-10463	109	31	task	task	NOUN
bam-10463	109	32	h&yhoehn	h&yhoehn	PROPN
bam-10463	109	33	&	&	CCONJ
bam-10463	109	34	yahr	yahr	ADJ
bam-10463	109	35	scale	scale	PROPN
bam-10463	109	36	knnk	knnk	PROPN
bam-10463	109	37	-	-	PUNCT
bam-10463	109	38	nearest	near	ADJ
bam-10463	109	39	neighbour	neighbour	ADJ
bam-10463	109	40	ledd	ledd	NOUN
bam-10463	109	41	levodopa	levodopa	NOUN
bam-10463	109	42	equivalent	equivalent	ADJ
bam-10463	109	43	daily	daily	ADJ
bam-10463	109	44	dose	dose	VERB
bam-10463	109	45	ml	ml	PROPN
bam-10463	109	46	–	–	PUNCT
bam-10463	109	47	machine	machine	NOUN
bam-10463	109	48	learning	learn	VERB
bam-10463	109	49	motmotor	motmotor	NOUN
bam-10463	109	50	dual	dual	ADJ
bam-10463	109	51	-	-	PUNCT
bam-10463	109	52	task	task	NOUN
bam-10463	109	53	nb	nb	PROPN
bam-10463	109	54	–	–	PUNCT
bam-10463	109	55	naïve	naïve	ADJ
bam-10463	109	56	bayes	bayes	PROPN
bam-10463	109	57	pd	pd	PROPN
bam-10463	109	58	–	–	PUNCT
bam-10463	109	59	parkinson	parkinson	NOUN
bam-10463	109	60	’s	’s	PART
bam-10463	109	61	disease	disease	NOUN
bam-10463	109	62	rf	rf	VERB
bam-10463	109	63	random	random	ADJ
bam-10463	109	64	forest	forest	NOUN
bam-10463	109	65	updrs	updrs	ADP
bam-10463	109	66	unified	unified	ADJ
bam-10463	109	67	parkinson	parkinson	NOUN
bam-10463	109	68	disease	disease	NOUN
bam-10463	109	69	rating	rating	NOUN
bam-10463	109	70	scale	scale	NOUN
bam-10463	109	71	contributions	contribution	NOUN
bam-10463	109	72	of	of	ADP
bam-10463	109	73	authors	author	NOUN
bam-10463	109	74	mr	mr	PROPN
bam-10463	109	75	,	,	PUNCT
bam-10463	109	76	gc	gc	PROPN
bam-10463	109	77	,	,	PUNCT
bam-10463	109	78	amp	amp	PROPN
bam-10463	109	79	,	,	PUNCT
bam-10463	109	80	mr	mr	PROPN
bam-10463	109	81	and	and	CCONJ
bam-10463	109	82	cr	cr	PROPN
bam-10463	109	83	performed	perform	VERB
bam-10463	109	84	the	the	DET
bam-10463	109	85	statistical	statistical	ADJ
bam-10463	109	86	analysis	analysis	NOUN
bam-10463	109	87	.	.	PUNCT
bam-10463	110	1	ma	ma	PROPN
bam-10463	110	2	,	,	PUNCT
bam-10463	110	3	av	av	PROPN
bam-10463	110	4	,	,	PUNCT
bam-10463	110	5	gr	gr	PROPN
bam-10463	110	6	and	and	CCONJ
bam-10463	110	7	pb	pb	CCONJ
bam-10463	110	8	checked	check	VERB
bam-10463	110	9	the	the	DET
bam-10463	110	10	data	datum	NOUN
bam-10463	110	11	quality	quality	NOUN
bam-10463	110	12	.	.	PUNCT
bam-10463	111	1	mr	mr	PROPN
bam-10463	111	2	,	,	PUNCT
bam-10463	111	3	ma	ma	PROPN
bam-10463	111	4	,	,	PUNCT
bam-10463	111	5	av	av	PROPN
bam-10463	111	6	,	,	PUNCT
bam-10463	111	7	gr	gr	NOUN
bam-10463	111	8	and	and	CCONJ
bam-10463	111	9	cr	cr	NOUN
bam-10463	111	10	collected	collect	VERB
bam-10463	111	11	the	the	DET
bam-10463	111	12	data	datum	NOUN
bam-10463	111	13	.	.	PUNCT
bam-10463	112	1	mr	mr	PROPN
bam-10463	112	2	,	,	PUNCT
bam-10463	112	3	ma	ma	PROPN
bam-10463	112	4	and	and	CCONJ
bam-10463	112	5	cr	cr	PROPN
bam-10463	112	6	wrote	write	VERB
bam-10463	112	7	the	the	DET
bam-10463	112	8	manuscript	manuscript	NOUN
bam-10463	112	9	.	.	PUNCT
bam-10463	113	1	all	all	DET
bam-10463	113	2	the	the	DET
bam-10463	113	3	authors	author	NOUN
bam-10463	113	4	reviewed	review	VERB
bam-10463	113	5	the	the	DET
bam-10463	113	6	manuscript	manuscript	NOUN
bam-10463	113	7	and	and	CCONJ
bam-10463	113	8	all	all	DET
bam-10463	113	9	the	the	DET
bam-10463	113	10	authors	author	NOUN
bam-10463	113	11	have	have	AUX
bam-10463	113	12	approved	approve	VERB
bam-10463	113	13	the	the	DET
bam-10463	113	14	edited	edited	ADJ
bam-10463	113	15	final	final	ADJ
bam-10463	113	16	typescript	typescript	NOUN
bam-10463	113	17	.	.	PUNCT
bam-10463	114	1	acknowledgments	acknowledgment	NOUN
bam-10463	114	2	the	the	DET
bam-10463	114	3	authors	author	NOUN
bam-10463	114	4	thank	thank	VERB
bam-10463	114	5	the	the	DET
bam-10463	114	6	patients	patient	NOUN
bam-10463	114	7	who	who	PRON
bam-10463	114	8	volunteered	volunteer	VERB
bam-10463	114	9	for	for	ADP
bam-10463	114	10	the	the	DET
bam-10463	114	11	study	study	NOUN
bam-10463	114	12	.	.	PUNCT
bam-10463	115	1	funding	fund	VERB
bam-10463	115	2	the	the	DET
bam-10463	115	3	study	study	NOUN
bam-10463	115	4	was	be	AUX
bam-10463	115	5	supported	support	VERB
bam-10463	115	6	by	by	ADP
bam-10463	115	7	“	"	PUNCT
bam-10463	115	8	fondazione	fondazione	X
bam-10463	115	9	grigioni	grigioni	NOUN
bam-10463	115	10	per	per	ADP
bam-10463	115	11	il	il	PROPN
bam-10463	115	12	morbo	morbo	PROPN
bam-10463	115	13	di	di	PROPN
bam-10463	115	14	parkinson	parkinson	NOUN
bam-10463	115	15	”	"	PUNCT
bam-10463	115	16	.	.	PUNCT
bam-10463	116	1	conflict	conflict	NOUN
bam-10463	116	2	of	of	ADP
bam-10463	116	3	interest	interest	NOUN
bam-10463	116	4	the	the	DET
bam-10463	116	5	authors	author	NOUN
bam-10463	116	6	declare	declare	VERB
bam-10463	116	7	no	no	DET
bam-10463	116	8	conflicts	conflict	NOUN
bam-10463	116	9	of	of	ADP
bam-10463	116	10	interest	interest	NOUN
bam-10463	116	11	.	.	PUNCT
bam-10463	117	1	data	datum	NOUN
bam-10463	117	2	availability	availability	NOUN
bam-10463	117	3	statement	statement	NOUN
bam-10463	117	4	data	datum	NOUN
bam-10463	117	5	are	be	AUX
bam-10463	117	6	not	not	PART
bam-10463	117	7	publicly	publicly	ADV
bam-10463	117	8	available	available	ADJ
bam-10463	117	9	due	due	ADP
bam-10463	117	10	to	to	ADP
bam-10463	117	11	privacy	privacy	NOUN
bam-10463	117	12	policy	policy	NOUN
bam-10463	117	13	.	.	PUNCT
bam-10463	118	1	gait	gait	PROPN
bam-10463	118	2	and	and	CCONJ
bam-10463	118	3	neuropsychiatric	neuropsychiatric	ADJ
bam-10463	118	4	symptoms	symptom	NOUN
bam-10463	118	5	in	in	ADP
bam-10463	118	6	parkinson	parkinson	NOUN
bam-10463	118	7	’s	’s	PART
bam-10463	118	8	disease	disease	NOUN
bam-10463	118	9	eur	eur	PROPN
bam-10463	118	10	j	j	PROPN
bam-10463	118	11	transl	transl	PROPN
bam-10463	118	12	myol	myol	ADV
bam-10463	118	13	32	32	NUM
bam-10463	118	14	(	(	PUNCT
bam-10463	118	15	2	2	NUM
bam-10463	118	16	):	):	PUNCT
bam-10463	118	17	10463	10463	NUM
bam-10463	118	18	,	,	PUNCT
bam-10463	118	19	2022	2022	NUM
bam-10463	118	20	doi	doi	NOUN
bam-10463	118	21	:	:	PUNCT
bam-10463	118	22	10.4081	10.4081	NUM
bam-10463	118	23	/	/	SYM
bam-10463	118	24	ejtm.2022.10463	ejtm.2022.10463	ADJ
bam-10463	118	25	7	7	NUM
bam-10463	118	26	ethical	ethical	ADJ
bam-10463	118	27	publication	publication	NOUN
bam-10463	118	28	statements	statement	NOUN
bam-10463	118	29	we	we	PRON
bam-10463	118	30	confirm	confirm	VERB
bam-10463	118	31	that	that	SCONJ
bam-10463	118	32	we	we	PRON
bam-10463	118	33	have	have	AUX
bam-10463	118	34	read	read	VERB
bam-10463	118	35	the	the	DET
bam-10463	118	36	journal	journal	NOUN
bam-10463	118	37	’s	’s	PART
bam-10463	118	38	position	position	NOUN
bam-10463	118	39	on	on	ADP
bam-10463	118	40	ethical	ethical	ADJ
bam-10463	118	41	issues	issue	NOUN
bam-10463	118	42	involved	involve	VERB
bam-10463	118	43	in	in	ADP
bam-10463	118	44	publication	publication	NOUN
bam-10463	118	45	and	and	CCONJ
bam-10463	118	46	affirm	affirm	NOUN
bam-10463	118	47	that	that	SCONJ
bam-10463	118	48	this	this	DET
bam-10463	118	49	report	report	NOUN
bam-10463	118	50	is	be	AUX
bam-10463	118	51	consistent	consistent	ADJ
bam-10463	118	52	with	with	ADP
bam-10463	118	53	those	those	DET
bam-10463	118	54	guidelines	guideline	NOUN
bam-10463	118	55	.	.	PUNCT
bam-10463	119	1	corresponding	correspond	VERB
bam-10463	119	2	author	author	PROPN
bam-10463	119	3	carlo	carlo	PROPN
bam-10463	119	4	ricciardi	ricciardi	PROPN
bam-10463	119	5	,	,	PUNCT
bam-10463	119	6	department	department	NOUN
bam-10463	119	7	of	of	ADP
bam-10463	119	8	electrical	electrical	ADJ
bam-10463	119	9	engineering	engineering	NOUN
bam-10463	119	10	and	and	CCONJ
bam-10463	119	11	information	information	NOUN
bam-10463	119	12	technologies	technology	NOUN
bam-10463	119	13	,	,	PUNCT
bam-10463	119	14	university	university	PROPN
bam-10463	119	15	of	of	ADP
bam-10463	119	16	naples	naples	PROPN
bam-10463	119	17	“	"	PUNCT
bam-10463	119	18	federico	federico	PROPN
bam-10463	119	19	ii	ii	PROPN
bam-10463	119	20	”	"	PUNCT
bam-10463	119	21	,	,	PUNCT
bam-10463	119	22	80125	80125	NUM
bam-10463	119	23	naples	naples	PROPN
bam-10463	119	24	,	,	PUNCT
bam-10463	119	25	italy	italy	PROPN
bam-10463	119	26	orcid	orcid	PROPN
bam-10463	119	27	:	:	PUNCT
bam-10463	119	28	0000	0000	NUM
bam-10463	119	29	-	-	PUNCT
bam-10463	119	30	0001	0001	NUM
bam-10463	119	31	-	-	PUNCT
bam-10463	119	32	7290	7290	NUM
bam-10463	119	33	-	-	PUNCT
bam-10463	119	34	6432	6432	NUM
bam-10463	119	35	e	e	NOUN
bam-10463	119	36	-	-	NOUN
bam-10463	119	37	mail	mail	NOUN
bam-10463	119	38	:	:	PUNCT
bam-10463	119	39	carloricciardi.93@gmail.com	carloricciardi.93@gmail.com	X
bam-10463	119	40	e	e	NOUN
bam-10463	119	41	-	-	NOUN
bam-10463	119	42	mails	mail	NOUN
bam-10463	119	43	and	and	CCONJ
bam-10463	119	44	orcid	orcid	NOUN
bam-10463	120	1	i	i	INTJ
bam-10463	120	2	d	d	PROPN
bam-10463	120	3	of	of	ADP
bam-10463	120	4	co	co	NOUN
bam-10463	120	5	-	-	NOUN
bam-10463	120	6	authors	author	NOUN
bam-10463	120	7	michela	michela	PROPN
bam-10463	120	8	russo	russo	PROPN
bam-10463	120	9	:	:	PUNCT
bam-10463	120	10	michela.russo2@unina.it	michela.russo2@unina.it	NUM
bam-10463	120	11	orcid	orcid	NOUN
bam-10463	121	1	i	i	NOUN
bam-10463	121	2	d	d	NOUN
bam-10463	121	3	:	:	PUNCT
bam-10463	121	4	0000	0000	NUM
bam-10463	121	5	-	-	PUNCT
bam-10463	121	6	0002	0002	NUM
bam-10463	121	7	-	-	PUNCT
bam-10463	121	8	5874	5874	NUM
bam-10463	121	9	-	-	SYM
bam-10463	121	10	6441	6441	NUM
bam-10463	121	11	marianna	marianna	PROPN
bam-10463	121	12	amboni	amboni	NOUN
bam-10463	121	13	:	:	PUNCT
bam-10463	121	14	mamboni@unisa.it	mamboni@unisa.it	PROPN
bam-10463	121	15	orcid	orcid	NOUN
bam-10463	122	1	i	i	PRON
bam-10463	122	2	d	d	NOUN
bam-10463	122	3	:	:	PUNCT
bam-10463	122	4	0000	0000	NUM
bam-10463	122	5	-	-	PUNCT
bam-10463	122	6	0002	0002	NUM
bam-10463	122	7	-	-	PUNCT
bam-10463	122	8	6988	6988	NUM
bam-10463	122	9	-	-	PUNCT
bam-10463	122	10	8197	8197	NUM
bam-10463	122	11	antonio	antonio	PROPN
bam-10463	122	12	volzone	volzone	PROPN
bam-10463	122	13	:	:	PUNCT
bam-10463	122	14	volzone.antonio95@gmail.com	volzone.antonio95@gmail.com	X
bam-10463	123	1	orcid	orcid	NOUN
bam-10463	124	1	i	i	PRON
bam-10463	124	2	d	d	NOUN
bam-10463	124	3	:	:	PUNCT
bam-10463	124	4	0000	0000	NUM
bam-10463	124	5	-	-	PUNCT
bam-10463	124	6	0002	0002	NUM
bam-10463	124	7	-	-	PUNCT
bam-10463	124	8	9401	9401	NUM
bam-10463	124	9	-	-	PUNCT
bam-10463	124	10	7617	7617	NUM
bam-10463	124	11	gianluca	gianluca	PROPN
bam-10463	124	12	ricciardelli	ricciardelli	NOUN
bam-10463	124	13	:	:	PUNCT
bam-10463	124	14	g.ricciardelli@sangiovannieruggi.it	g.ricciardelli@sangiovannieruggi.it	PUNCT
bam-10463	125	1	orcid	orcid	NOUN
bam-10463	126	1	i	i	PRON
bam-10463	126	2	d	d	NOUN
bam-10463	126	3	:	:	PUNCT
bam-10463	126	4	0000	0000	NUM
bam-10463	126	5	-	-	PUNCT
bam-10463	126	6	0001	0001	NUM
bam-10463	126	7	-	-	PUNCT
bam-10463	126	8	8299	8299	NUM
bam-10463	126	9	-	-	SYM
bam-10463	126	10	6670	6670	NUM
bam-10463	126	11	giuseppe	giuseppe	PROPN
bam-10463	126	12	cesarelli	cesarelli	PROPN
bam-10463	126	13	:	:	PUNCT
bam-10463	127	1	giuseppe.cesarelli@unina.it	giuseppe.cesarelli@unina.it	NOUN
bam-10463	127	2	orcid	orcid	NOUN
bam-10463	127	3	i	i	PRON
bam-10463	127	4	d	d	NOUN
bam-10463	127	5	:	:	PUNCT
bam-10463	127	6	0000	0000	NUM
bam-10463	127	7	-	-	PUNCT
bam-10463	127	8	0001	0001	NUM
bam-10463	127	9	-	-	PUNCT
bam-10463	127	10	8303	8303	NUM
bam-10463	127	11	-	-	SYM
bam-10463	127	12	5900	5900	NUM
bam-10463	127	13	alfonso	alfonso	PROPN
bam-10463	127	14	maria	maria	PROPN
bam-10463	127	15	ponsiglione	ponsiglione	PROPN
bam-10463	127	16	:	:	PUNCT
bam-10463	127	17	alfonsomaria.ponsiglione@unina.it	alfonsomaria.ponsiglione@unina.it	PROPN
bam-10463	127	18	orcid	orcid	NOUN
bam-10463	128	1	i	i	PRON
bam-10463	128	2	d	d	NOUN
bam-10463	128	3	:	:	PUNCT
bam-10463	128	4	0000	0000	NUM
bam-10463	128	5	-	-	PUNCT
bam-10463	128	6	0003	0003	NUM
bam-10463	128	7	-	-	PUNCT
bam-10463	128	8	1346	1346	NUM
bam-10463	128	9	-	-	PUNCT
bam-10463	128	10	515x	515x	PROPN
bam-10463	128	11	paolo	paolo	NOUN
bam-10463	128	12	barone	barone	NOUN
bam-10463	128	13	:	:	PUNCT
bam-10463	128	14	pbarone@unisa.it	pbarone@unisa.it	X
bam-10463	128	15	orcid	orcid	VERB
bam-10463	129	1	i	i	PRON
bam-10463	129	2	d	d	NOUN
bam-10463	129	3	:	:	PUNCT
bam-10463	129	4	0000	0000	NUM
bam-10463	129	5	-	-	PUNCT
bam-10463	129	6	0001	0001	NUM
bam-10463	129	7	-	-	PUNCT
bam-10463	129	8	8965	8965	NUM
bam-10463	129	9	-	-	PUNCT
bam-10463	129	10	2504	2504	NUM
bam-10463	129	11	maria	maria	PROPN
bam-10463	129	12	romano	romano	NOUN
bam-10463	129	13	:	:	PUNCT
bam-10463	129	14	mariarom@unina.it	mariarom@unina.it	PROPN
bam-10463	129	15	orcid	orcid	NOUN
bam-10463	130	1	i	i	PRON
bam-10463	130	2	d	d	NOUN
bam-10463	130	3	:	:	PUNCT
bam-10463	130	4	0000	0000	NUM
bam-10463	130	5	-	-	PUNCT
bam-10463	130	6	0003	0003	NUM
bam-10463	130	7	-	-	PUNCT
bam-10463	130	8	1133	1133	NUM
bam-10463	130	9	-	-	SYM
bam-10463	130	10	1115	1115	NUM
bam-10463	130	11	references	reference	NOUN
bam-10463	130	12	1	1	NUM
bam-10463	130	13	.	.	PUNCT
bam-10463	131	1	barone	barone	PROPN
bam-10463	131	2	p	p	PROPN
bam-10463	131	3	,	,	PUNCT
bam-10463	131	4	antonini	antonini	PROPN
bam-10463	131	5	a	a	PRON
bam-10463	131	6	,	,	PUNCT
bam-10463	131	7	colosimo	colosimo	NOUN
bam-10463	131	8	c	c	NOUN
bam-10463	131	9	,	,	PUNCT
bam-10463	131	10	et	et	PROPN
bam-10463	131	11	al	al	PROPN
bam-10463	131	12	.	.	PUNCT
bam-10463	132	1	the	the	DET
bam-10463	132	2	priamo	priamo	PROPN
bam-10463	132	3	study	study	NOUN
bam-10463	132	4	:	:	PUNCT
bam-10463	132	5	a	a	DET
bam-10463	132	6	multicenter	multicenter	ADJ
bam-10463	132	7	assessment	assessment	NOUN
bam-10463	132	8	of	of	ADP
bam-10463	132	9	nonmotor	nonmotor	NOUN
bam-10463	132	10	symptoms	symptom	NOUN
bam-10463	132	11	and	and	CCONJ
bam-10463	132	12	their	their	PRON
bam-10463	132	13	impact	impact	NOUN
bam-10463	132	14	on	on	ADP
bam-10463	132	15	quality	quality	NOUN
bam-10463	132	16	of	of	ADP
bam-10463	132	17	life	life	NOUN
bam-10463	132	18	in	in	ADP
bam-10463	132	19	parkinson	parkinson	NOUN
bam-10463	132	20	’s	’s	PART
bam-10463	132	21	disease	disease	NOUN
bam-10463	132	22	.	.	PUNCT
bam-10463	133	1	mov	mov	PROPN
bam-10463	133	2	disord	disord	PROPN
bam-10463	133	3	off	off	ADP
bam-10463	133	4	j	j	PROPN
bam-10463	133	5	mov	mov	PROPN
bam-10463	133	6	disord	disord	NOUN
bam-10463	133	7	soc	soc	NOUN
bam-10463	133	8	.	.	PUNCT
bam-10463	134	1	2009;24(11):1641	2009;24(11):1641	NUM
bam-10463	134	2	-	-	SYM
bam-10463	134	3	1649	1649	NUM
bam-10463	134	4	.	.	PUNCT
bam-10463	135	1	doi:10.1002	doi:10.1002	NOUN
bam-10463	135	2	/	/	SYM
bam-10463	135	3	mds.22643	mds.22643	NOUN
bam-10463	135	4	.	.	NOUN
bam-10463	136	1	2	2	NUM
bam-10463	136	2	.	.	X
bam-10463	136	3	hely	hely	PROPN
bam-10463	136	4	ma	ma	PROPN
bam-10463	136	5	,	,	PUNCT
bam-10463	136	6	morris	morris	PROPN
bam-10463	136	7	jgl	jgl	PROPN
bam-10463	136	8	,	,	PUNCT
bam-10463	136	9	reid	reid	PROPN
bam-10463	136	10	wgj	wgj	PROPN
bam-10463	136	11	,	,	PUNCT
bam-10463	136	12	trafficante	trafficante	NOUN
bam-10463	136	13	r.	r.	PROPN
bam-10463	136	14	sydney	sydney	PROPN
bam-10463	136	15	multicenter	multicenter	PROPN
bam-10463	136	16	study	study	NOUN
bam-10463	136	17	of	of	ADP
bam-10463	136	18	parkinson	parkinson	NOUN
bam-10463	136	19	’s	’s	PART
bam-10463	136	20	disease	disease	NOUN
bam-10463	136	21	:	:	PUNCT
bam-10463	136	22	non	non	ADJ
bam-10463	136	23	-	-	ADJ
bam-10463	136	24	l	l	ADJ
bam-10463	136	25	-	-	PUNCT
bam-10463	136	26	dopa	dopa	NOUN
bam-10463	136	27	-	-	PUNCT
bam-10463	136	28	responsive	responsive	ADJ
bam-10463	136	29	problems	problem	NOUN
bam-10463	136	30	dominate	dominate	VERB
bam-10463	136	31	at	at	ADP
bam-10463	136	32	15	15	NUM
bam-10463	136	33	years	year	NOUN
bam-10463	136	34	.	.	PUNCT
bam-10463	137	1	mov	mov	PROPN
bam-10463	137	2	disord	disord	PROPN
bam-10463	137	3	off	off	ADP
bam-10463	137	4	j	j	PROPN
bam-10463	137	5	mov	mov	PROPN
bam-10463	137	6	disord	disord	NOUN
bam-10463	137	7	soc	soc	NOUN
bam-10463	137	8	.	.	PUNCT
bam-10463	138	1	2005;20(2):190	2005;20(2):190	NUM
bam-10463	138	2	-	-	PUNCT
bam-10463	138	3	199	199	NUM
bam-10463	138	4	.	.	PUNCT
bam-10463	139	1	doi:10.1002	doi:10.1002	NOUN
bam-10463	139	2	/	/	SYM
bam-10463	139	3	mds.20324	mds.20324	NOUN
bam-10463	139	4	.	.	X
bam-10463	140	1	3	3	X
bam-10463	140	2	.	.	X
bam-10463	140	3	amboni	amboni	PROPN
bam-10463	140	4	m	m	PROPN
bam-10463	140	5	,	,	PUNCT
bam-10463	140	6	barone	barone	PROPN
bam-10463	140	7	p	p	NOUN
bam-10463	140	8	,	,	PUNCT
bam-10463	140	9	hausdorff	hausdorff	PROPN
bam-10463	140	10	jm	jm	PROPN
bam-10463	140	11	.	.	PROPN
bam-10463	140	12	cognitive	cognitive	ADJ
bam-10463	140	13	contributions	contribution	NOUN
bam-10463	140	14	to	to	PART
bam-10463	140	15	gait	gait	VERB
bam-10463	140	16	and	and	CCONJ
bam-10463	140	17	falls	fall	VERB
bam-10463	140	18	:	:	PUNCT
bam-10463	140	19	evidence	evidence	NOUN
bam-10463	140	20	and	and	CCONJ
bam-10463	140	21	implications	implication	NOUN
bam-10463	140	22	.	.	PUNCT
bam-10463	141	1	mov	mov	NOUN
bam-10463	141	2	disord	disord	NOUN
bam-10463	141	3	off	off	ADP
bam-10463	141	4	j	j	PROPN
bam-10463	141	5	mov	mov	PROPN
bam-10463	141	6	disord	disord	NOUN
bam-10463	141	7	soc	soc	NOUN
bam-10463	141	8	.	.	PUNCT
bam-10463	142	1	2013;28(11):1520	2013;28(11):1520	NUM
bam-10463	142	2	-	-	SYM
bam-10463	142	3	1533	1533	NUM
bam-10463	142	4	.	.	PUNCT
bam-10463	143	1	doi:10.1002	doi:10.1002	NOUN
bam-10463	143	2	/	/	SYM
bam-10463	143	3	mds.25674	mds.25674	NOUN
bam-10463	143	4	.	.	PUNCT
bam-10463	144	1	4	4	X
bam-10463	144	2	.	.	X
bam-10463	144	3	hely	hely	PROPN
bam-10463	144	4	ma	ma	PROPN
bam-10463	144	5	,	,	PUNCT
bam-10463	144	6	reid	reid	PROPN
bam-10463	144	7	wgj	wgj	PROPN
bam-10463	144	8	,	,	PUNCT
bam-10463	144	9	adena	adena	PROPN
bam-10463	144	10	ma	ma	PROPN
bam-10463	144	11	,	,	PUNCT
bam-10463	144	12	halliday	halliday	PROPN
bam-10463	144	13	gm	gm	PROPN
bam-10463	144	14	,	,	PUNCT
bam-10463	144	15	morris	morris	PROPN
bam-10463	144	16	jgl	jgl	PROPN
bam-10463	144	17	.	.	PUNCT
bam-10463	145	1	the	the	DET
bam-10463	145	2	sydney	sydney	PROPN
bam-10463	145	3	multicenter	multicenter	NOUN
bam-10463	145	4	study	study	NOUN
bam-10463	145	5	of	of	ADP
bam-10463	145	6	parkinson	parkinson	NOUN
bam-10463	145	7	’s	’s	PART
bam-10463	145	8	disease	disease	NOUN
bam-10463	145	9	:	:	PUNCT
bam-10463	145	10	the	the	DET
bam-10463	145	11	inevitability	inevitability	NOUN
bam-10463	145	12	of	of	ADP
bam-10463	145	13	dementia	dementia	NOUN
bam-10463	145	14	at	at	ADP
bam-10463	145	15	20	20	NUM
bam-10463	145	16	years	year	NOUN
bam-10463	145	17	.	.	PUNCT
bam-10463	146	1	mov	mov	PROPN
bam-10463	146	2	disord	disord	PROPN
bam-10463	146	3	off	off	ADP
bam-10463	146	4	j	j	PROPN
bam-10463	146	5	mov	mov	PROPN
bam-10463	146	6	disord	disord	NOUN
bam-10463	146	7	soc	soc	NOUN
bam-10463	146	8	.	.	PUNCT
bam-10463	147	1	2008;23(6):837	2008;23(6):837	NUM
bam-10463	147	2	-	-	PUNCT
bam-10463	147	3	844	844	NUM
bam-10463	147	4	.	.	PUNCT
bam-10463	147	5	doi:10.1002	doi:10.1002	NOUN
bam-10463	147	6	/	/	SYM
bam-10463	147	7	mds.21956	mds.21956	NUM
bam-10463	147	8	.	.	NOUN
bam-10463	147	9	5	5	NUM
bam-10463	147	10	.	.	X
bam-10463	147	11	mollenhauer	mollenhauer	PROPN
bam-10463	147	12	b	b	PROPN
bam-10463	147	13	,	,	PUNCT
bam-10463	147	14	rochester	rochester	PROPN
bam-10463	147	15	l	l	PROPN
bam-10463	147	16	,	,	PUNCT
bam-10463	147	17	chen	chen	PROPN
bam-10463	147	18	-	-	PUNCT
bam-10463	147	19	plotkin	plotkin	PROPN
bam-10463	147	20	a	a	PROPN
bam-10463	147	21	,	,	PUNCT
bam-10463	147	22	brooks	brooks	PROPN
bam-10463	147	23	d.	d.	PROPN
bam-10463	147	24	what	what	PRON
bam-10463	147	25	can	can	AUX
bam-10463	147	26	biomarkers	biomarker	NOUN
bam-10463	147	27	tell	tell	VERB
bam-10463	147	28	us	we	PRON
bam-10463	147	29	about	about	ADP
bam-10463	147	30	cognition	cognition	NOUN
bam-10463	147	31	in	in	ADP
bam-10463	147	32	parkinson	parkinson	NOUN
bam-10463	147	33	’s	’s	PART
bam-10463	147	34	disease	disease	NOUN
bam-10463	147	35	?	?	PUNCT
bam-10463	148	1	mov	mov	NOUN
bam-10463	148	2	disord	disord	NOUN
bam-10463	148	3	off	off	ADP
bam-10463	148	4	j	j	PROPN
bam-10463	148	5	mov	mov	PROPN
bam-10463	148	6	disord	disord	NOUN
bam-10463	148	7	soc	soc	NOUN
bam-10463	148	8	.	.	PUNCT
bam-10463	149	1	2014;29(5):622	2014;29(5):622	NUM
bam-10463	149	2	-	-	PUNCT
bam-10463	149	3	633	633	NUM
bam-10463	149	4	.	.	PUNCT
bam-10463	150	1	doi:10.1002	doi:10.1002	NOUN
bam-10463	150	2	/	/	SYM
bam-10463	150	3	mds.25846	mds.25846	NUM
bam-10463	150	4	.	.	NOUN
bam-10463	150	5	6	6	NUM
bam-10463	150	6	.	.	PUNCT
bam-10463	151	1	avanzino	avanzino	PROPN
bam-10463	151	2	l	l	PROPN
bam-10463	151	3	,	,	PUNCT
bam-10463	151	4	lagravinese	lagravinese	ADJ
bam-10463	151	5	g	g	PROPN
bam-10463	151	6	,	,	PUNCT
bam-10463	151	7	abbruzzese	abbruzzese	PROPN
bam-10463	151	8	g	g	PROPN
bam-10463	151	9	,	,	PUNCT
bam-10463	151	10	pelosin	pelosin	VERB
bam-10463	151	11	e.	e.	PROPN
bam-10463	151	12	relationships	relationship	NOUN
bam-10463	151	13	between	between	ADP
bam-10463	151	14	gait	gait	NOUN
bam-10463	151	15	and	and	CCONJ
bam-10463	151	16	emotion	emotion	NOUN
bam-10463	151	17	in	in	ADP
bam-10463	151	18	parkinson	parkinson	NOUN
bam-10463	151	19	’s	’s	PART
bam-10463	151	20	disease	disease	NOUN
bam-10463	151	21	:	:	PUNCT
bam-10463	151	22	a	a	DET
bam-10463	151	23	narrative	narrative	NOUN
bam-10463	151	24	review	review	NOUN
bam-10463	151	25	.	.	PUNCT
bam-10463	152	1	gait	gait	ADJ
bam-10463	152	2	posture	posture	NOUN
bam-10463	152	3	.	.	PUNCT
bam-10463	153	1	2018;65:57	2018;65:57	NUM
bam-10463	153	2	-	-	SYM
bam-10463	153	3	64	64	NUM
bam-10463	153	4	.	.	PUNCT
bam-10463	154	1	doi:10.1016	doi:10.1016	PROPN
bam-10463	154	2	/	/	SYM
bam-10463	154	3	j.gaitpost	j.gaitpost	NOUN
bam-10463	154	4	.	.	PUNCT
bam-10463	155	1	2018.06.171	2018.06.171	NOUN
bam-10463	155	2	.	.	PUNCT
bam-10463	156	1	7	7	X
bam-10463	156	2	.	.	X
bam-10463	156	3	aleksovski	aleksovski	PROPN
bam-10463	156	4	d	d	PROPN
bam-10463	156	5	,	,	PUNCT
bam-10463	156	6	miljkovic	miljkovic	PROPN
bam-10463	156	7	d	d	NOUN
bam-10463	156	8	,	,	PUNCT
bam-10463	156	9	bravi	bravi	PROPN
bam-10463	156	10	d	d	PROPN
bam-10463	156	11	,	,	PUNCT
bam-10463	156	12	antonini	antonini	ADJ
bam-10463	156	13	a.	a.	NOUN
bam-10463	156	14	disease	disease	NOUN
bam-10463	156	15	progression	progression	NOUN
bam-10463	156	16	in	in	ADP
bam-10463	156	17	parkinson	parkinson	NOUN
bam-10463	156	18	subtypes	subtype	NOUN
bam-10463	156	19	:	:	PUNCT
bam-10463	156	20	the	the	DET
bam-10463	156	21	ppmi	ppmi	NOUN
bam-10463	156	22	dataset	dataset	NOUN
bam-10463	156	23	.	.	PUNCT
bam-10463	157	1	neurol	neurol	PROPN
bam-10463	157	2	sci	sci	PROPN
bam-10463	157	3	off	off	ADP
bam-10463	157	4	j	j	PROPN
bam-10463	157	5	ital	ital	PROPN
bam-10463	157	6	neurol	neurol	PROPN
bam-10463	157	7	soc	soc	PROPN
bam-10463	157	8	ital	ital	PROPN
bam-10463	157	9	soc	soc	NOUN
bam-10463	157	10	clin	clin	PROPN
bam-10463	157	11	neurophysiol	neurophysiol	NOUN
bam-10463	157	12	.	.	PUNCT
bam-10463	158	1	2018;39(11):1971	2018;39(11):1971	X
bam-10463	158	2	-	-	NOUN
bam-10463	158	3	1976	1976	NUM
bam-10463	158	4	.	.	PUNCT
bam-10463	159	1	doi:10.1007	doi:10.1007	VERB
bam-10463	159	2	/	/	SYM
bam-10463	159	3	s10072	s10072	NOUN
bam-10463	159	4	-	-	PUNCT
bam-10463	159	5	018	018	NUM
bam-10463	159	6	-	-	PUNCT
bam-10463	159	7	3522	3522	NUM
bam-10463	159	8	-	-	PUNCT
bam-10463	159	9	z.	z.	PROPN
bam-10463	159	10	8	8	NUM
bam-10463	159	11	.	.	PUNCT
bam-10463	160	1	amboni	amboni	PROPN
bam-10463	160	2	m	m	PROPN
bam-10463	160	3	,	,	PUNCT
bam-10463	160	4	ricciardi	ricciardi	PROPN
bam-10463	160	5	c	c	PROPN
bam-10463	160	6	,	,	PUNCT
bam-10463	160	7	cuoco	cuoco	PROPN
bam-10463	160	8	s	s	PROPN
bam-10463	160	9	,	,	PUNCT
bam-10463	160	10	et	et	PROPN
bam-10463	160	11	al	al	PROPN
bam-10463	160	12	.	.	PUNCT
bam-10463	160	13	mild	mild	ADJ
bam-10463	160	14	cognitive	cognitive	ADJ
bam-10463	160	15	impairment	impairment	NOUN
bam-10463	160	16	subtypes	subtype	NOUN
bam-10463	160	17	are	be	AUX
bam-10463	160	18	associated	associate	VERB
bam-10463	160	19	with	with	ADP
bam-10463	160	20	peculiar	peculiar	ADJ
bam-10463	160	21	gait	gait	NOUN
bam-10463	160	22	patterns	pattern	NOUN
bam-10463	160	23	in	in	ADP
bam-10463	160	24	parkinson	parkinson	NOUN
bam-10463	160	25	’s	’s	PART
bam-10463	160	26	disease	disease	NOUN
bam-10463	160	27	.	.	PUNCT
bam-10463	161	1	front	front	ADJ
bam-10463	161	2	aging	age	VERB
bam-10463	161	3	neurosci	neurosci	NOUN
bam-10463	161	4	.	.	PUNCT
bam-10463	162	1	2022;14:781480	2022;14:781480	PROPN
bam-10463	162	2	.	.	PUNCT
bam-10463	162	3	doi:10.3389	doi:10.3389	PROPN
bam-10463	162	4	/	/	SYM
bam-10463	162	5	fnagi.2022.781480	fnagi.2022.781480	PROPN
bam-10463	162	6	.	.	NOUN
bam-10463	163	1	9	9	NUM
bam-10463	163	2	.	.	PUNCT
bam-10463	163	3	rochester	rochester	PROPN
bam-10463	163	4	l	l	PROPN
bam-10463	163	5	,	,	PUNCT
bam-10463	163	6	yarnall	yarnall	PROPN
bam-10463	163	7	aj	aj	PROPN
bam-10463	163	8	,	,	PUNCT
bam-10463	163	9	baker	baker	PROPN
bam-10463	163	10	mr	mr	PROPN
bam-10463	163	11	,	,	PUNCT
bam-10463	163	12	et	et	PROPN
bam-10463	163	13	al	al	PROPN
bam-10463	163	14	.	.	PUNCT
bam-10463	164	1	cholinergic	cholinergic	ADJ
bam-10463	164	2	dysfunction	dysfunction	NOUN
bam-10463	164	3	contributes	contribute	VERB
bam-10463	164	4	to	to	PART
bam-10463	164	5	gait	gait	VERB
bam-10463	164	6	disturbance	disturbance	NOUN
bam-10463	164	7	in	in	ADP
bam-10463	164	8	early	early	ADJ
bam-10463	164	9	parkinson	parkinson	NOUN
bam-10463	164	10	’s	’s	PART
bam-10463	164	11	disease	disease	NOUN
bam-10463	164	12	.	.	PUNCT
bam-10463	165	1	brain	brain	NOUN
bam-10463	165	2	.	.	PUNCT
bam-10463	166	1	2012;135(9):2779	2012;135(9):2779	NUM
bam-10463	166	2	-	-	SYM
bam-10463	166	3	2788	2788	NUM
bam-10463	166	4	.	.	PUNCT
bam-10463	166	5	doi:10.1093	doi:10.1093	NOUN
bam-10463	166	6	/	/	SYM
bam-10463	166	7	brain	brain	NOUN
bam-10463	166	8	/	/	SYM
bam-10463	166	9	aws207	aws207	NOUN
bam-10463	166	10	.	.	PUNCT
bam-10463	167	1	10	10	NUM
bam-10463	167	2	.	.	PUNCT
bam-10463	168	1	celik	celik	VERB
bam-10463	168	2	y	y	PROPN
bam-10463	168	3	,	,	PUNCT
bam-10463	168	4	stuart	stuart	PROPN
bam-10463	168	5	s	s	PART
bam-10463	168	6	,	,	PUNCT
bam-10463	168	7	woo	woo	INTJ
bam-10463	168	8	wl	wl	PROPN
bam-10463	168	9	,	,	PUNCT
bam-10463	168	10	godfrey	godfrey	PROPN
bam-10463	168	11	a.	a.	PROPN
bam-10463	168	12	gait	gait	PROPN
bam-10463	168	13	analysis	analysis	NOUN
bam-10463	168	14	in	in	ADP
bam-10463	168	15	neurological	neurological	ADJ
bam-10463	168	16	populations	population	NOUN
bam-10463	168	17	:	:	PUNCT
bam-10463	168	18	progression	progression	NOUN
bam-10463	168	19	in	in	ADP
bam-10463	168	20	the	the	DET
bam-10463	168	21	use	use	NOUN
bam-10463	168	22	of	of	ADP
bam-10463	168	23	wearables	wearable	NOUN
bam-10463	168	24	.	.	PUNCT
bam-10463	169	1	med	med	ADJ
bam-10463	169	2	eng	eng	PROPN
bam-10463	169	3	phys	phys	PROPN
bam-10463	169	4	.	.	PUNCT
bam-10463	170	1	2021;87:929	2021;87:929	NOUN
bam-10463	170	2	.	.	PUNCT
bam-10463	170	3	doi:10.1016	doi:10.1016	PROPN
bam-10463	170	4	/	/	SYM
bam-10463	170	5	j.medengphy.2020.11.005	j.medengphy.2020.11.005	PROPN
bam-10463	170	6	.	.	PUNCT
bam-10463	171	1	11	11	NUM
bam-10463	171	2	.	.	PUNCT
bam-10463	171	3	picillo	picillo	PROPN
bam-10463	171	4	m	m	PROPN
bam-10463	171	5	,	,	PUNCT
bam-10463	171	6	ricciardi	ricciardi	PROPN
bam-10463	171	7	c	c	PROPN
bam-10463	171	8	,	,	PUNCT
bam-10463	171	9	tepedino	tepedino	NOUN
bam-10463	171	10	mf	mf	PROPN
bam-10463	171	11	,	,	PUNCT
bam-10463	171	12	et	et	PROPN
bam-10463	171	13	al	al	PROPN
bam-10463	171	14	.	.	PROPN
bam-10463	171	15	gait	gait	PROPN
bam-10463	171	16	analysis	analysis	NOUN
bam-10463	171	17	in	in	ADP
bam-10463	171	18	progressive	progressive	ADJ
bam-10463	171	19	supranuclear	supranuclear	ADJ
bam-10463	171	20	palsy	palsy	ADJ
bam-10463	171	21	phenotypes	phenotype	NOUN
bam-10463	171	22	.	.	PUNCT
bam-10463	172	1	front	front	ADJ
bam-10463	172	2	neurol	neurol	NOUN
bam-10463	172	3	.	.	PUNCT
bam-10463	173	1	2021;12:674495	2021;12:674495	NUM
bam-10463	173	2	.	.	PUNCT
bam-10463	173	3	doi:10.3389	doi:10.3389	PROPN
bam-10463	173	4	/	/	SYM
bam-10463	173	5	fneur.2021.674495	fneur.2021.674495	PROPN
bam-10463	173	6	.	.	PUNCT
bam-10463	174	1	12	12	NUM
bam-10463	174	2	.	.	PUNCT
bam-10463	175	1	landolfi	landolfi	PROPN
bam-10463	175	2	a	a	DET
bam-10463	175	3	,	,	PUNCT
bam-10463	175	4	ricciardi	ricciardi	PROPN
bam-10463	175	5	c	c	PROPN
bam-10463	175	6	,	,	PUNCT
bam-10463	175	7	donisi	donisi	ADJ
bam-10463	175	8	l	l	NOUN
bam-10463	175	9	,	,	PUNCT
bam-10463	175	10	et	et	PROPN
bam-10463	175	11	al	al	PROPN
bam-10463	175	12	.	.	PROPN
bam-10463	175	13	machine	machine	NOUN
bam-10463	175	14	learning	learn	VERB
bam-10463	175	15	approaches	approach	NOUN
bam-10463	175	16	in	in	ADP
bam-10463	175	17	parkinson	parkinson	NOUN
bam-10463	175	18	’s	’s	PART
bam-10463	175	19	disease	disease	NOUN
bam-10463	175	20	.	.	PUNCT
bam-10463	176	1	curr	curr	PROPN
bam-10463	176	2	med	med	PROPN
bam-10463	176	3	chem	chem	NOUN
bam-10463	176	4	.	.	PUNCT
bam-10463	177	1	2021;28(32):6548	2021;28(32):6548	X
bam-10463	177	2	-	-	SYM
bam-10463	177	3	6568	6568	NUM
bam-10463	177	4	.	.	PUNCT
bam-10463	178	1	doi:10.2174/0929867328999210111211420	doi:10.2174/0929867328999210111211420	NOUN
bam-10463	178	2	.	.	PUNCT
bam-10463	179	1	13	13	NUM
bam-10463	179	2	.	.	PUNCT
bam-10463	179	3	park	park	NOUN
bam-10463	179	4	h	h	PROPN
bam-10463	179	5	,	,	PUNCT
bam-10463	179	6	shin	shin	PROPN
bam-10463	179	7	s	s	PROPN
bam-10463	179	8	,	,	PUNCT
bam-10463	179	9	youm	youm	PROPN
bam-10463	179	10	c	c	PROPN
bam-10463	179	11	,	,	PUNCT
bam-10463	179	12	cheon	cheon	PROPN
bam-10463	179	13	sm	sm	PROPN
bam-10463	179	14	,	,	PUNCT
bam-10463	179	15	lee	lee	PROPN
bam-10463	179	16	m	m	PROPN
bam-10463	179	17	,	,	PUNCT
bam-10463	179	18	noh	noh	PROPN
bam-10463	179	19	b.	b.	PROPN
bam-10463	179	20	classification	classification	NOUN
bam-10463	179	21	of	of	ADP
bam-10463	179	22	parkinson	parkinson	NOUN
bam-10463	179	23	’s	’s	PART
bam-10463	179	24	disease	disease	NOUN
bam-10463	179	25	with	with	ADP
bam-10463	179	26	freezing	freezing	NOUN
bam-10463	179	27	of	of	ADP
bam-10463	179	28	gait	gait	NOUN
bam-10463	179	29	based	base	VERB
bam-10463	179	30	on	on	ADP
bam-10463	179	31	360	360	NUM
bam-10463	179	32	°	°	NOUN
bam-10463	179	33	turning	turn	VERB
bam-10463	179	34	analysis	analysis	NOUN
bam-10463	179	35	using	use	VERB
bam-10463	179	36	36	36	NUM
bam-10463	179	37	kinematic	kinematic	ADJ
bam-10463	179	38	features	feature	NOUN
bam-10463	179	39	.	.	PUNCT
bam-10463	180	1	j	j	PROPN
bam-10463	180	2	neuroengineering	neuroengineering	NOUN
bam-10463	180	3	rehabil	rehabil	NOUN
bam-10463	180	4	.	.	PUNCT
bam-10463	181	1	2021;18(1):177	2021;18(1):177	NUM
bam-10463	181	2	.	.	PUNCT
bam-10463	182	1	doi:10.1186	doi:10.1186	PROPN
bam-10463	182	2	/	/	SYM
bam-10463	182	3	s12984	s12984	PROPN
bam-10463	182	4	-	-	PUNCT
bam-10463	182	5	02100975	02100975	NUM
bam-10463	182	6	-	-	SYM
bam-10463	182	7	4	4	NUM
bam-10463	182	8	.	.	NOUN
bam-10463	182	9	14	14	NUM
bam-10463	182	10	.	.	PUNCT
bam-10463	183	1	ricciardi	ricciardi	PROPN
bam-10463	183	2	c	c	PROPN
bam-10463	183	3	,	,	PUNCT
bam-10463	183	4	amboni	amboni	PROPN
bam-10463	183	5	m	m	PROPN
bam-10463	183	6	,	,	PUNCT
bam-10463	183	7	de	de	PROPN
bam-10463	183	8	santis	santis	PROPN
bam-10463	183	9	c	c	PROPN
bam-10463	183	10	,	,	PUNCT
bam-10463	184	1	et	et	PROPN
bam-10463	184	2	al	al	PROPN
bam-10463	184	3	.	.	PROPN
bam-10463	184	4	machine	machine	NOUN
bam-10463	184	5	learning	learning	NOUN
bam-10463	184	6	can	can	AUX
bam-10463	184	7	detect	detect	VERB
bam-10463	184	8	the	the	DET
bam-10463	184	9	presence	presence	NOUN
bam-10463	184	10	of	of	ADP
bam-10463	184	11	mild	mild	ADJ
bam-10463	184	12	cognitive	cognitive	ADJ
bam-10463	184	13	impairment	impairment	NOUN
bam-10463	184	14	in	in	ADP
bam-10463	184	15	patients	patient	NOUN
bam-10463	184	16	affected	affect	VERB
bam-10463	184	17	by	by	ADP
bam-10463	184	18	parkinson	parkinson	NOUN
bam-10463	184	19	’s	’s	PART
bam-10463	184	20	disease	disease	NOUN
bam-10463	184	21	.	.	PUNCT
bam-10463	185	1	in	in	ADP
bam-10463	185	2	:	:	PUNCT
bam-10463	185	3	2020	2020	NUM
bam-10463	185	4	ieee	ieee	PROPN
bam-10463	185	5	international	international	ADJ
bam-10463	185	6	symposium	symposium	NOUN
bam-10463	185	7	on	on	ADP
bam-10463	185	8	medical	medical	ADJ
bam-10463	185	9	measurements	measurement	NOUN
bam-10463	185	10	and	and	CCONJ
bam-10463	185	11	applications	application	NOUN
bam-10463	185	12	(	(	PUNCT
bam-10463	185	13	memea	memea	PROPN
bam-10463	185	14	)	)	PUNCT
bam-10463	185	15	.	.	PUNCT
bam-10463	186	1	2020:1	2020:1	NUM
bam-10463	186	2	-	-	SYM
bam-10463	186	3	6	6	NUM
bam-10463	186	4	.	.	PUNCT
bam-10463	186	5	doi:10.1109	doi:10.1109	VERB
bam-10463	186	6	/memea49120.2020.9137301	/memea49120.2020.9137301	PUNCT
bam-10463	186	7	.	.	PROPN
bam-10463	187	1	15	15	NUM
bam-10463	187	2	.	.	PUNCT
bam-10463	187	3	gelb	gelb	PROPN
bam-10463	187	4	dj	dj	PROPN
bam-10463	187	5	,	,	PUNCT
bam-10463	187	6	oliver	oliver	PROPN
bam-10463	187	7	e	e	PROPN
bam-10463	187	8	,	,	PUNCT
bam-10463	187	9	gilman	gilman	PROPN
bam-10463	187	10	s.	s.	PROPN
bam-10463	187	11	diagnostic	diagnostic	PROPN
bam-10463	187	12	criteria	criterion	NOUN
bam-10463	187	13	for	for	ADP
bam-10463	187	14	parkinson	parkinson	NOUN
bam-10463	187	15	disease	disease	NOUN
bam-10463	187	16	.	.	PUNCT
bam-10463	188	1	arch	arch	ADJ
bam-10463	188	2	neurol	neurol	NOUN
bam-10463	188	3	.	.	PUNCT
bam-10463	189	1	1999;56(1):33	1999;56(1):33	NUM
bam-10463	189	2	-	-	SYM
bam-10463	189	3	39	39	NUM
bam-10463	189	4	.	.	PUNCT
bam-10463	190	1	doi:10.1001	doi:10.1001	PROPN
bam-10463	190	2	/	/	SYM
bam-10463	190	3	archneur.56.1.33	archneur.56.1.33	PROPN
bam-10463	190	4	.	.	PROPN
bam-10463	190	5	16	16	NUM
bam-10463	190	6	.	.	PUNCT
bam-10463	191	1	amboni	amboni	PROPN
bam-10463	191	2	m	m	PROPN
bam-10463	191	3	,	,	PUNCT
bam-10463	191	4	barone	barone	PROPN
bam-10463	191	5	p	p	NOUN
bam-10463	191	6	,	,	PUNCT
bam-10463	191	7	iuppariello	iuppariello	PROPN
bam-10463	191	8	l	l	NOUN
bam-10463	191	9	,	,	PUNCT
bam-10463	191	10	et	et	PROPN
bam-10463	191	11	al	al	PROPN
bam-10463	191	12	.	.	PROPN
bam-10463	191	13	gait	gait	PROPN
bam-10463	191	14	patterns	pattern	NOUN
bam-10463	191	15	in	in	ADP
bam-10463	191	16	parkinsonian	parkinsonian	ADJ
bam-10463	191	17	patients	patient	NOUN
bam-10463	191	18	with	with	ADP
bam-10463	191	19	or	or	CCONJ
bam-10463	191	20	without	without	ADP
bam-10463	191	21	mild	mild	ADJ
bam-10463	191	22	cognitive	cognitive	ADJ
bam-10463	191	23	impairment	impairment	NOUN
bam-10463	191	24	.	.	PUNCT
bam-10463	192	1	mov	mov	NOUN
bam-10463	192	2	disord	disord	NOUN
bam-10463	192	3	.	.	PUNCT
bam-10463	193	1	2012;27(12):1536	2012;27(12):1536	X
bam-10463	193	2	-	-	SYM
bam-10463	193	3	1543	1543	NUM
bam-10463	193	4	.	.	PUNCT
bam-10463	194	1	doi:10.1002	doi:10.1002	NOUN
bam-10463	194	2	/	/	SYM
bam-10463	194	3	mds.25165	mds.25165	PROPN
bam-10463	194	4	.	.	NOUN
bam-10463	194	5	17	17	NUM
bam-10463	194	6	.	.	PUNCT
bam-10463	195	1	davis	davis	PROPN
bam-10463	195	2	rb	rb	PROPN
bam-10463	195	3	,	,	PUNCT
bam-10463	195	4	õunpuu	õunpuu	NOUN
bam-10463	195	5	s	s	PART
bam-10463	195	6	,	,	PUNCT
bam-10463	195	7	tyburski	tyburski	PROPN
bam-10463	195	8	d	d	PROPN
bam-10463	195	9	,	,	PUNCT
bam-10463	195	10	gage	gage	PROPN
bam-10463	195	11	jr	jr	PROPN
bam-10463	195	12	.	.	PUNCT
bam-10463	196	1	a	a	DET
bam-10463	196	2	gait	gait	ADJ
bam-10463	196	3	analysis	analysis	NOUN
bam-10463	196	4	data	datum	NOUN
bam-10463	196	5	collection	collection	NOUN
bam-10463	196	6	and	and	CCONJ
bam-10463	196	7	reduction	reduction	NOUN
bam-10463	196	8	technique	technique	NOUN
bam-10463	196	9	.	.	PUNCT
bam-10463	197	1	hum	hum	PROPN
bam-10463	197	2	mov	mov	PROPN
bam-10463	197	3	sci	sci	PROPN
bam-10463	197	4	.	.	PUNCT
bam-10463	198	1	1991;10(5):575	1991;10(5):575	NUM
bam-10463	198	2	-	-	SYM
bam-10463	198	3	587	587	NUM
bam-10463	198	4	.	.	PUNCT
bam-10463	199	1	doi:10.1016/0167	doi:10.1016/0167	VERB
bam-10463	199	2	-	-	PUNCT
bam-10463	199	3	9457(91)90046	9457(91)90046	NUM
bam-10463	199	4	-	-	PUNCT
bam-10463	199	5	z.	z.	PROPN
bam-10463	199	6	18	18	NUM
bam-10463	199	7	.	.	PUNCT
bam-10463	200	1	amboni	amboni	PROPN
bam-10463	200	2	m	m	PROPN
bam-10463	200	3	,	,	PUNCT
bam-10463	200	4	iuppariello	iuppariello	PROPN
bam-10463	200	5	l	l	NOUN
bam-10463	200	6	,	,	PUNCT
bam-10463	200	7	iavarone	iavarone	NOUN
bam-10463	200	8	a	a	NOUN
bam-10463	200	9	,	,	PUNCT
bam-10463	200	10	et	et	PROPN
bam-10463	200	11	al	al	PROPN
bam-10463	200	12	.	.	PROPN
bam-10463	200	13	step	step	NOUN
bam-10463	200	14	length	length	NOUN
bam-10463	200	15	predicts	predict	VERB
bam-10463	200	16	executive	executive	ADJ
bam-10463	200	17	dysfunction	dysfunction	NOUN
bam-10463	200	18	in	in	ADP
bam-10463	200	19	mailto:carloricciardi.93@gmail.com	mailto:carloricciardi.93@gmail.com	PROPN
bam-10463	200	20	mailto:michela.russo2@unina.it	mailto:michela.russo2@unina.it	PROPN
bam-10463	200	21	mailto:mamboni@unisa.it	mailto:mamboni@unisa.it	NOUN
bam-10463	200	22	mailto:volzone.antonio95@gmail.com	mailto:volzone.antonio95@gmail.com	X
bam-10463	200	23	mailto:g.ricciardelli@sangiovannieruggi.it	mailto:g.ricciardelli@sangiovannieruggi.it	NOUN
bam-10463	200	24	mailto:giuseppe.cesarelli@unina.it	mailto:giuseppe.cesarelli@unina.it	PROPN
bam-10463	200	25	mailto:alfonsomaria.ponsiglione@unina.it	mailto:alfonsomaria.ponsiglione@unina.it	PROPN
bam-10463	200	26	mailto:pbarone@unisa.it	mailto:pbarone@unisa.it	CCONJ
bam-10463	201	1	mailto:mariarom@unina.it	mailto:mariarom@unina.it	NOUN
bam-10463	201	2	gait	gait	ADJ
bam-10463	201	3	and	and	CCONJ
bam-10463	201	4	neuropsychiatric	neuropsychiatric	ADJ
bam-10463	201	5	symptoms	symptom	NOUN
bam-10463	201	6	in	in	ADP
bam-10463	201	7	parkinson	parkinson	NOUN
bam-10463	201	8	’s	’s	PART
bam-10463	201	9	disease	disease	NOUN
bam-10463	201	10	eur	eur	PROPN
bam-10463	201	11	j	j	PROPN
bam-10463	201	12	transl	transl	PROPN
bam-10463	201	13	myol	myol	ADV
bam-10463	201	14	32	32	NUM
bam-10463	201	15	(	(	PUNCT
bam-10463	201	16	2	2	NUM
bam-10463	201	17	):	):	PUNCT
bam-10463	201	18	10463	10463	NUM
bam-10463	201	19	,	,	PUNCT
bam-10463	201	20	2022	2022	NUM
bam-10463	201	21	doi	doi	NOUN
bam-10463	201	22	:	:	PUNCT
bam-10463	201	23	10.4081	10.4081	NUM
bam-10463	201	24	/	/	SYM
bam-10463	201	25	ejtm.2022.10463	ejtm.2022.10463	ADJ
bam-10463	201	26	8	8	NUM
bam-10463	201	27	parkinson	parkinson	NOUN
bam-10463	201	28	’s	’s	PART
bam-10463	201	29	disease	disease	NOUN
bam-10463	201	30	:	:	PUNCT
bam-10463	201	31	a	a	DET
bam-10463	201	32	3	3	NUM
bam-10463	201	33	-	-	PUNCT
bam-10463	201	34	year	year	NOUN
bam-10463	201	35	prospective	prospective	ADJ
bam-10463	201	36	study	study	NOUN
bam-10463	201	37	.	.	PUNCT
bam-10463	202	1	j	j	PROPN
bam-10463	202	2	neurol	neurol	PROPN
bam-10463	202	3	.	.	PUNCT
bam-10463	203	1	2018;265(10):2211	2018;265(10):2211	NUM
bam-10463	203	2	-	-	SYM
bam-10463	203	3	2220	2220	NUM
bam-10463	203	4	.	.	PUNCT
bam-10463	203	5	doi:10.1007	doi:10.1007	VERB
bam-10463	203	6	/	/	SYM
bam-10463	203	7	s00415	s00415	NOUN
bam-10463	203	8	-	-	PUNCT
bam-10463	203	9	018	018	NUM
bam-10463	203	10	-	-	PUNCT
bam-10463	203	11	8973	8973	NUM
bam-10463	203	12	-	-	PUNCT
bam-10463	203	13	x.	x.	NOUN
bam-10463	203	14	19	19	NUM
bam-10463	203	15	.	.	PUNCT
bam-10463	203	16	cantoni	cantoni	PROPN
bam-10463	203	17	v	v	NOUN
bam-10463	203	18	,	,	PUNCT
bam-10463	203	19	green	green	ADJ
bam-10463	203	20	r	r	NOUN
bam-10463	203	21	,	,	PUNCT
bam-10463	203	22	ricciardi	ricciardi	NOUN
bam-10463	203	23	c	c	PROPN
bam-10463	203	24	,	,	PUNCT
bam-10463	203	25	et	et	PROPN
bam-10463	203	26	al	al	PROPN
bam-10463	203	27	.	.	PROPN
bam-10463	203	28	comparing	compare	VERB
bam-10463	203	29	the	the	DET
bam-10463	203	30	prognostic	prognostic	ADJ
bam-10463	203	31	value	value	NOUN
bam-10463	203	32	of	of	ADP
bam-10463	203	33	stress	stress	ADJ
bam-10463	203	34	myocardial	myocardial	ADJ
bam-10463	203	35	perfusion	perfusion	NOUN
bam-10463	203	36	imaging	imaging	NOUN
bam-10463	203	37	by	by	ADP
bam-10463	203	38	conventional	conventional	ADJ
bam-10463	203	39	and	and	CCONJ
bam-10463	203	40	cadmiumzinc	cadmiumzinc	ADJ
bam-10463	203	41	telluride	telluride	NOUN
bam-10463	203	42	single	single	ADJ
bam-10463	203	43	-	-	PUNCT
bam-10463	203	44	photon	photon	NOUN
bam-10463	203	45	emission	emission	NOUN
bam-10463	203	46	computed	compute	VERB
bam-10463	203	47	tomography	tomography	NOUN
bam-10463	203	48	through	through	ADP
bam-10463	203	49	a	a	DET
bam-10463	203	50	machine	machine	NOUN
bam-10463	203	51	learning	learning	NOUN
bam-10463	203	52	approach	approach	NOUN
bam-10463	203	53	.	.	PUNCT
bam-10463	204	1	comput	comput	PROPN
bam-10463	204	2	math	math	NOUN
bam-10463	204	3	methods	method	NOUN
bam-10463	204	4	med	me	VERB
bam-10463	204	5	.	.	PUNCT
bam-10463	205	1	2021;2021:5288844	2021;2021:5288844	NUM
bam-10463	205	2	.	.	PUNCT
bam-10463	206	1	doi:10.1155/2021/5288844	doi:10.1155/2021/5288844	NOUN
bam-10463	206	2	.	.	PROPN
bam-10463	206	3	20	20	NUM
bam-10463	206	4	.	.	PUNCT
bam-10463	207	1	tougui	tougui	VERB
bam-10463	207	2	i	i	PRON
bam-10463	207	3	,	,	PUNCT
bam-10463	207	4	jilbab	jilbab	PROPN
bam-10463	207	5	a	a	PROPN
bam-10463	207	6	,	,	PUNCT
bam-10463	207	7	mhamdi	mhamdi	NOUN
bam-10463	207	8	j.	j.	PROPN
bam-10463	207	9	heart	heart	PROPN
bam-10463	207	10	disease	disease	NOUN
bam-10463	207	11	classification	classification	NOUN
bam-10463	207	12	using	use	VERB
bam-10463	207	13	data	datum	NOUN
bam-10463	207	14	mining	mining	NOUN
bam-10463	207	15	tools	tool	NOUN
bam-10463	207	16	and	and	CCONJ
bam-10463	207	17	machine	machine	NOUN
bam-10463	207	18	learning	learn	VERB
bam-10463	207	19	techniques	technique	NOUN
bam-10463	207	20	.	.	PUNCT
bam-10463	208	1	health	health	NOUN
bam-10463	208	2	technol	technol	NOUN
bam-10463	208	3	.	.	PUNCT
bam-10463	209	1	2020;10	2020;10	NUM
bam-10463	209	2	.	.	PUNCT
bam-10463	210	1	doi:10.1007	doi:10.1007	NOUN
bam-10463	210	2	/	/	SYM
bam-10463	211	1	s12553	s12553	NOUN
bam-10463	211	2	-	-	PUNCT
bam-10463	211	3	020	020	NUM
bam-10463	211	4	-	-	PUNCT
bam-10463	211	5	00438	00438	NUM
bam-10463	211	6	-	-	SYM
bam-10463	211	7	1	1	NUM
bam-10463	211	8	.	.	NUM
bam-10463	211	9	21	21	NUM
bam-10463	211	10	.	.	PUNCT
bam-10463	212	1	ricciardi	ricciardi	PROPN
bam-10463	212	2	c	c	PROPN
bam-10463	212	3	,	,	PUNCT
bam-10463	212	4	cuocolo	cuocolo	NOUN
bam-10463	212	5	r	r	NOUN
bam-10463	212	6	,	,	PUNCT
bam-10463	212	7	megna	megna	NOUN
bam-10463	212	8	r	r	NOUN
bam-10463	212	9	,	,	PUNCT
bam-10463	212	10	cesarelli	cesarelli	NOUN
bam-10463	212	11	m	m	PROPN
bam-10463	212	12	,	,	PUNCT
bam-10463	212	13	petretta	petretta	ADJ
bam-10463	212	14	m.	m.	NOUN
bam-10463	212	15	machine	machine	NOUN
bam-10463	212	16	learning	learn	VERB
bam-10463	212	17	analysis	analysis	NOUN
bam-10463	212	18	:	:	PUNCT
bam-10463	212	19	general	general	ADJ
bam-10463	212	20	features	feature	NOUN
bam-10463	212	21	,	,	PUNCT
bam-10463	212	22	requirements	requirement	NOUN
bam-10463	212	23	and	and	CCONJ
bam-10463	212	24	cardiovascular	cardiovascular	ADJ
bam-10463	212	25	applications	application	NOUN
bam-10463	212	26	.	.	PUNCT
bam-10463	213	1	minerva	minerva	PROPN
bam-10463	213	2	cardiol	cardiol	PROPN
bam-10463	213	3	angiol	angiol	PROPN
bam-10463	213	4	.	.	PUNCT
bam-10463	214	1	published	publish	VERB
bam-10463	214	2	online	online	ADV
bam-10463	214	3	may	may	PROPN
bam-10463	214	4	4	4	NUM
bam-10463	214	5	,	,	PUNCT
bam-10463	214	6	2021	2021	NUM
bam-10463	214	7	.	.	PUNCT
bam-10463	215	1	doi:10.23736	doi:10.23736	NOUN
bam-10463	215	2	/	/	SYM
bam-10463	215	3	s27245683.21.05637	s27245683.21.05637	NOUN
bam-10463	215	4	-	-	PUNCT
bam-10463	215	5	4	4	NUM
bam-10463	215	6	.	.	NOUN
bam-10463	215	7	22	22	NUM
bam-10463	215	8	.	.	PUNCT
bam-10463	216	1	marinus	marinus	PROPN
bam-10463	216	2	j	j	PROPN
bam-10463	216	3	,	,	PUNCT
bam-10463	216	4	zhu	zhu	PROPN
bam-10463	216	5	k	k	NOUN
bam-10463	216	6	,	,	PUNCT
bam-10463	216	7	marras	marras	PROPN
bam-10463	216	8	c	c	PROPN
bam-10463	216	9	,	,	PUNCT
bam-10463	216	10	aarsland	aarsland	PROPN
bam-10463	216	11	d	d	PROPN
bam-10463	216	12	,	,	PUNCT
bam-10463	216	13	van	van	PROPN
bam-10463	216	14	hilten	hilten	PROPN
bam-10463	216	15	jj	jj	PROPN
bam-10463	216	16	.	.	PROPN
bam-10463	216	17	risk	risk	NOUN
bam-10463	216	18	factors	factor	NOUN
bam-10463	216	19	for	for	ADP
bam-10463	216	20	non	non	ADJ
bam-10463	216	21	-	-	ADJ
bam-10463	216	22	motor	motor	ADJ
bam-10463	216	23	symptoms	symptom	NOUN
bam-10463	216	24	in	in	ADP
bam-10463	216	25	parkinson	parkinson	NOUN
bam-10463	216	26	’s	’s	PART
bam-10463	216	27	disease	disease	NOUN
bam-10463	216	28	.	.	PUNCT
bam-10463	217	1	lancet	lancet	PROPN
bam-10463	217	2	neurol	neurol	PROPN
bam-10463	217	3	.	.	PUNCT
bam-10463	218	1	2018;17(6):559	2018;17(6):559	NUM
bam-10463	218	2	-	-	SYM
bam-10463	218	3	568	568	NUM
bam-10463	218	4	.	.	PUNCT
bam-10463	219	1	doi:10.1016	doi:10.1016	PROPN
bam-10463	219	2	/	/	SYM
bam-10463	219	3	s14744422(18)30127	s14744422(18)30127	PROPN
bam-10463	219	4	-	-	PUNCT
bam-10463	219	5	3	3	NUM
bam-10463	219	6	.	.	NOUN
bam-10463	219	7	23	23	NUM
bam-10463	219	8	.	.	PUNCT
bam-10463	220	1	plotnik	plotnik	PROPN
bam-10463	220	2	m	m	PROPN
bam-10463	220	3	,	,	PUNCT
bam-10463	220	4	giladi	giladi	NOUN
bam-10463	220	5	n	n	CCONJ
bam-10463	220	6	,	,	PUNCT
bam-10463	220	7	dagan	dagan	PROPN
bam-10463	220	8	y	y	PROPN
bam-10463	220	9	,	,	PUNCT
bam-10463	220	10	hausdorff	hausdorff	PROPN
bam-10463	220	11	jm	jm	PROPN
bam-10463	220	12	.	.	PROPN
bam-10463	220	13	postural	postural	ADJ
bam-10463	220	14	instability	instability	NOUN
bam-10463	220	15	and	and	CCONJ
bam-10463	220	16	fall	fall	VERB
bam-10463	220	17	risk	risk	NOUN
bam-10463	220	18	in	in	ADP
bam-10463	220	19	parkinson	parkinson	NOUN
bam-10463	220	20	’s	’s	PART
bam-10463	220	21	disease	disease	NOUN
bam-10463	220	22	:	:	PUNCT
bam-10463	220	23	impaired	impaired	ADJ
bam-10463	220	24	dual	dual	ADJ
bam-10463	220	25	tasking	tasking	NOUN
bam-10463	220	26	,	,	PUNCT
bam-10463	220	27	pacing	pacing	NOUN
bam-10463	220	28	,	,	PUNCT
bam-10463	220	29	and	and	CCONJ
bam-10463	220	30	bilateral	bilateral	ADJ
bam-10463	220	31	coordination	coordination	NOUN
bam-10463	220	32	of	of	ADP
bam-10463	220	33	gait	gait	NOUN
bam-10463	220	34	during	during	ADP
bam-10463	220	35	the	the	DET
bam-10463	220	36	“	"	PUNCT
bam-10463	220	37	on	on	ADP
bam-10463	220	38	”	"	PUNCT
bam-10463	220	39	medication	medication	NOUN
bam-10463	220	40	state	state	NOUN
bam-10463	220	41	.	.	PUNCT
bam-10463	221	1	exp	exp	NOUN
bam-10463	221	2	brain	brain	NOUN
bam-10463	221	3	res	re	NOUN
bam-10463	221	4	.	.	PUNCT
bam-10463	222	1	2011;210(34):529	2011;210(34):529	NUM
bam-10463	222	2	-	-	SYM
bam-10463	222	3	538	538	NUM
bam-10463	222	4	.	.	PUNCT
bam-10463	222	5	doi:10.1007	doi:10.1007	VERB
bam-10463	222	6	/	/	SYM
bam-10463	222	7	s00221	s00221	NOUN
bam-10463	222	8	-	-	PUNCT
bam-10463	222	9	011	011	NUM
bam-10463	222	10	-	-	PUNCT
bam-10463	222	11	2551	2551	NUM
bam-10463	222	12	-	-	SYM
bam-10463	222	13	0	0	NUM
bam-10463	222	14	.	.	PUNCT
bam-10463	223	1	submission	submission	NOUN
bam-10463	223	2	:	:	PUNCT
bam-10463	223	3	march	march	PROPN
bam-10463	223	4	15	15	NUM
bam-10463	223	5	,	,	PUNCT
bam-10463	223	6	2022	2022	NUM
bam-10463	223	7	revision	revision	NOUN
bam-10463	223	8	received	receive	VERB
bam-10463	223	9	:	:	PUNCT
bam-10463	223	10	may	may	AUX
bam-10463	223	11	04	04	NUM
bam-10463	223	12	,	,	PUNCT
bam-10463	223	13	2022	2022	NUM
bam-10463	223	14	accepted	accept	VERB
bam-10463	223	15	for	for	ADP
bam-10463	223	16	publication	publication	NOUN
bam-10463	223	17	:	:	PUNCT
bam-10463	223	18	may	may	AUX
bam-10463	223	19	05	05	NUM
bam-10463	223	20	,	,	PUNCT
bam-10463	223	21	2022	2022	NUM
bam-10463	223	22	results	result	NOUN
bam-10463	223	23	and	and	CCONJ
bam-10463	223	24	discussion	discussion	NOUN
bam-10463	223	25	data	datum	NOUN
bam-10463	223	26	availability	availability	NOUN
bam-10463	223	27	statement	statement	NOUN