id	sid	tid	token	lemma	pos
bam-8892	1	1	machine	machine	NOUN
bam-8892	1	2	learning	learn	VERB
bam-8892	1	3	on	on	ADP
bam-8892	1	4	radiodensitometric	radiodensitometric	ADJ
bam-8892	1	5	distributions	distribution	NOUN
bam-8892	1	6	from	from	ADP
bam-8892	1	7	ct	ct	PROPN
bam-8892	1	8	eur	eur	PROPN
bam-8892	1	9	j	j	PROPN
bam-8892	1	10	translmyol	translmyol	NOUN
bam-8892	1	11	30	30	NUM
bam-8892	1	12	(	(	PUNCT
bam-8892	1	13	1	1	NUM
bam-8892	1	14	):	):	PUNCT
bam-8892	1	15	121	121	NUM
bam-8892	1	16	-	-	SYM
bam-8892	1	17	124	124	NUM
bam-8892	1	18	,	,	PUNCT
bam-8892	1	19	2020	2020	NUM
bam-8892	1	20	1	1	NUM
bam-8892	1	21	machine	machine	NOUN
bam-8892	1	22	learning	learn	VERB
bam-8892	1	23	predictive	predictive	ADJ
bam-8892	1	24	system	system	NOUN
bam-8892	1	25	based	base	VERB
bam-8892	1	26	upon	upon	SCONJ
bam-8892	1	27	radiodensitometric	radiodensitometric	NOUN
bam-8892	1	28	distributions	distribution	NOUN
bam-8892	1	29	from	from	ADP
bam-8892	1	30	mid	mid	ADJ
bam-8892	1	31	-	-	ADJ
bam-8892	1	32	thigh	thigh	ADJ
bam-8892	1	33	ct	ct	NOUN
bam-8892	1	34	images	image	NOUN
bam-8892	1	35	marco	marco	PROPN
bam-8892	1	36	recenti	recenti	PROPN
bam-8892	1	37	(	(	PUNCT
bam-8892	1	38	1	1	NUM
bam-8892	1	39	)	)	PUNCT
bam-8892	1	40	,	,	PUNCT
bam-8892	1	41	carlo	carlo	PROPN
bam-8892	1	42	ricciardi	ricciardi	PROPN
bam-8892	1	43	(	(	PUNCT
bam-8892	1	44	1,2	1,2	NUM
bam-8892	1	45	)	)	PUNCT
bam-8892	1	46	,	,	PUNCT
bam-8892	1	47	kyle	kyle	PROPN
bam-8892	1	48	edmunds	edmunds	PROPN
bam-8892	1	49	(	(	PUNCT
bam-8892	1	50	1	1	NUM
bam-8892	1	51	)	)	PUNCT
bam-8892	1	52	,	,	PUNCT
bam-8892	1	53	magnus	magnus	PROPN
bam-8892	1	54	k.	k.	PROPN
bam-8892	1	55	gislason	gislason	PROPN
bam-8892	1	56	(	(	PUNCT
bam-8892	1	57	1	1	NUM
bam-8892	1	58	)	)	PUNCT
bam-8892	1	59	,	,	PUNCT
bam-8892	1	60	paolo	paolo	NOUN
bam-8892	1	61	gargiulo	gargiulo	NOUN
bam-8892	1	62	(	(	PUNCT
bam-8892	1	63	1,3	1,3	NUM
bam-8892	1	64	)	)	PUNCT
bam-8892	1	65	(	(	PUNCT
bam-8892	1	66	1)institute	1)institute	NUM
bam-8892	1	67	for	for	ADP
bam-8892	1	68	biomedical	biomedical	ADJ
bam-8892	1	69	and	and	CCONJ
bam-8892	1	70	neural	neural	ADJ
bam-8892	1	71	engineering	engineering	NOUN
bam-8892	1	72	,	,	PUNCT
bam-8892	1	73	reykjavík	reykjavík	NOUN
bam-8892	1	74	university	university	NOUN
bam-8892	1	75	,	,	PUNCT
bam-8892	1	76	reykjavík	reykjavík	PROPN
bam-8892	1	77	,	,	PUNCT
bam-8892	1	78	iceland	iceland	PROPN
bam-8892	1	79	;	;	PUNCT
bam-8892	1	80	(	(	PUNCT
bam-8892	1	81	2	2	X
bam-8892	1	82	)	)	PUNCT
bam-8892	1	83	department	department	NOUN
bam-8892	1	84	of	of	ADP
bam-8892	1	85	advanced	advanced	ADJ
bam-8892	1	86	biomedical	biomedical	ADJ
bam-8892	1	87	sciences	science	NOUN
bam-8892	1	88	,	,	PUNCT
bam-8892	1	89	university	university	NOUN
bam-8892	1	90	hospital	hospital	NOUN
bam-8892	1	91	of	of	ADP
bam-8892	1	92	naples	naples	PROPN
bam-8892	1	93	‘	'	PUNCT
bam-8892	1	94	federico	federico	PROPN
bam-8892	1	95	ii	ii	PROPN
bam-8892	1	96	’	'	PUNCT
bam-8892	1	97	,	,	PUNCT
bam-8892	1	98	naples	naples	PROPN
bam-8892	1	99	,	,	PUNCT
bam-8892	1	100	italy	italy	PROPN
bam-8892	1	101	;	;	PUNCT
bam-8892	1	102	(	(	PUNCT
bam-8892	1	103	3)department	3)department	NUM
bam-8892	1	104	of	of	ADP
bam-8892	1	105	science	science	NOUN
bam-8892	1	106	,	,	PUNCT
bam-8892	1	107	landspítali	landspítali	ADJ
bam-8892	1	108	,	,	PUNCT
bam-8892	1	109	reykjavík	reykjavík	NOUN
bam-8892	1	110	,	,	PUNCT
bam-8892	1	111	iceland	iceland	NOUN
bam-8892	1	112	this	this	DET
bam-8892	1	113	article	article	NOUN
bam-8892	1	114	is	be	AUX
bam-8892	1	115	distributed	distribute	VERB
bam-8892	1	116	under	under	ADP
bam-8892	1	117	the	the	DET
bam-8892	1	118	terms	term	NOUN
bam-8892	1	119	of	of	ADP
bam-8892	1	120	the	the	DET
bam-8892	1	121	creative	creative	ADJ
bam-8892	1	122	commons	common	NOUN
bam-8892	1	123	attribution	attribution	NOUN
bam-8892	1	124	noncommercial	noncommercial	ADJ
bam-8892	1	125	license	license	NOUN
bam-8892	1	126	(	(	PUNCT
bam-8892	1	127	cc	cc	NOUN
bam-8892	1	128	by	by	ADP
bam-8892	1	129	-	-	PUNCT
bam-8892	1	130	nc	nc	PROPN
bam-8892	1	131	4.0	4.0	NUM
bam-8892	1	132	)	)	PUNCT
bam-8892	1	133	which	which	PRON
bam-8892	1	134	permits	permit	VERB
bam-8892	1	135	any	any	DET
bam-8892	1	136	noncommercial	noncommercial	ADJ
bam-8892	1	137	use	use	NOUN
bam-8892	1	138	,	,	PUNCT
bam-8892	1	139	distribution	distribution	NOUN
bam-8892	1	140	,	,	PUNCT
bam-8892	1	141	and	and	CCONJ
bam-8892	1	142	reproduction	reproduction	NOUN
bam-8892	1	143	in	in	ADP
bam-8892	1	144	any	any	DET
bam-8892	1	145	medium	medium	NOUN
bam-8892	1	146	,	,	PUNCT
bam-8892	1	147	provided	provide	VERB
bam-8892	1	148	the	the	DET
bam-8892	1	149	original	original	ADJ
bam-8892	1	150	author(s	author(s	NOUN
bam-8892	1	151	)	)	PUNCT
bam-8892	1	152	and	and	CCONJ
bam-8892	1	153	source	source	NOUN
bam-8892	1	154	are	be	AUX
bam-8892	1	155	credited	credit	VERB
bam-8892	1	156	.	.	PUNCT
bam-8892	2	1	abstract	abstract	ADJ
bam-8892	2	2	the	the	DET
bam-8892	2	3	nonlinear	nonlinear	ADJ
bam-8892	2	4	trimodal	trimodal	NOUN
bam-8892	2	5	regression	regression	NOUN
bam-8892	2	6	analysis	analysis	NOUN
bam-8892	2	7	(	(	PUNCT
bam-8892	2	8	ntra	ntra	ADJ
bam-8892	2	9	)	)	PUNCT
bam-8892	2	10	method	method	NOUN
bam-8892	2	11	based	base	VERB
bam-8892	2	12	on	on	ADP
bam-8892	2	13	radiodensitometric	radiodensitometric	NOUN
bam-8892	2	14	ct	ct	NUM
bam-8892	2	15	images	image	NOUN
bam-8892	2	16	distributions	distribution	NOUN
bam-8892	2	17	was	be	AUX
bam-8892	2	18	developed	develop	VERB
bam-8892	2	19	for	for	ADP
bam-8892	2	20	the	the	DET
bam-8892	2	21	quantitative	quantitative	ADJ
bam-8892	2	22	characterization	characterization	NOUN
bam-8892	2	23	of	of	ADP
bam-8892	2	24	soft	soft	ADJ
bam-8892	2	25	tissue	tissue	NOUN
bam-8892	2	26	changes	change	NOUN
bam-8892	2	27	according	accord	VERB
bam-8892	2	28	to	to	ADP
bam-8892	2	29	the	the	DET
bam-8892	2	30	lower	low	ADJ
bam-8892	2	31	extremity	extremity	NOUN
bam-8892	2	32	function	function	NOUN
bam-8892	2	33	of	of	ADP
bam-8892	2	34	elderly	elderly	ADJ
bam-8892	2	35	subjects	subject	NOUN
bam-8892	2	36	.	.	PUNCT
bam-8892	3	1	in	in	ADP
bam-8892	3	2	this	this	DET
bam-8892	3	3	regard	regard	NOUN
bam-8892	3	4	,	,	PUNCT
bam-8892	3	5	the	the	DET
bam-8892	3	6	ntra	ntra	ADJ
bam-8892	3	7	method	method	NOUN
bam-8892	3	8	defines	define	VERB
bam-8892	3	9	11	11	NUM
bam-8892	3	10	subject	subject	ADJ
bam-8892	3	11	-	-	PUNCT
bam-8892	3	12	specific	specific	ADJ
bam-8892	3	13	soft	soft	ADJ
bam-8892	3	14	tissue	tissue	NOUN
bam-8892	3	15	parameters	parameter	NOUN
bam-8892	3	16	and	and	CCONJ
bam-8892	3	17	has	have	AUX
bam-8892	3	18	illustrated	illustrate	VERB
bam-8892	3	19	high	high	ADJ
bam-8892	3	20	sensitivity	sensitivity	NOUN
bam-8892	3	21	to	to	ADP
bam-8892	3	22	changes	change	NOUN
bam-8892	3	23	in	in	ADP
bam-8892	3	24	skeletal	skeletal	ADJ
bam-8892	3	25	muscle	muscle	NOUN
bam-8892	3	26	form	form	NOUN
bam-8892	3	27	and	and	CCONJ
bam-8892	3	28	function	function	NOUN
bam-8892	3	29	.	.	PUNCT
bam-8892	4	1	the	the	DET
bam-8892	4	2	present	present	ADJ
bam-8892	4	3	work	work	NOUN
bam-8892	4	4	further	far	ADV
bam-8892	4	5	explores	explore	VERB
bam-8892	4	6	the	the	DET
bam-8892	4	7	use	use	NOUN
bam-8892	4	8	of	of	ADP
bam-8892	4	9	these	these	DET
bam-8892	4	10	11	11	NUM
bam-8892	4	11	ntra	ntra	ADJ
bam-8892	4	12	parameters	parameter	NOUN
bam-8892	4	13	in	in	ADP
bam-8892	4	14	the	the	DET
bam-8892	4	15	construction	construction	NOUN
bam-8892	4	16	of	of	ADP
bam-8892	4	17	a	a	DET
bam-8892	4	18	machine	machine	NOUN
bam-8892	4	19	learning	learning	NOUN
bam-8892	4	20	(	(	PUNCT
bam-8892	4	21	ml	ml	NOUN
bam-8892	4	22	)	)	PUNCT
bam-8892	4	23	system	system	NOUN
bam-8892	4	24	to	to	PART
bam-8892	4	25	predict	predict	VERB
bam-8892	4	26	body	body	NOUN
bam-8892	4	27	mass	mass	NOUN
bam-8892	4	28	index	index	NOUN
bam-8892	4	29	and	and	CCONJ
bam-8892	4	30	isometric	isometric	ADJ
bam-8892	4	31	leg	leg	NOUN
bam-8892	4	32	strength	strength	NOUN
bam-8892	4	33	using	use	VERB
bam-8892	4	34	tree	tree	NOUN
bam-8892	4	35	-	-	PUNCT
bam-8892	4	36	based	base	VERB
bam-8892	4	37	regression	regression	NOUN
bam-8892	4	38	algorithms	algorithm	NOUN
bam-8892	4	39	.	.	PUNCT
bam-8892	5	1	results	result	NOUN
bam-8892	5	2	obtained	obtain	VERB
bam-8892	5	3	from	from	ADP
bam-8892	5	4	these	these	DET
bam-8892	5	5	models	model	NOUN
bam-8892	5	6	demonstrate	demonstrate	VERB
bam-8892	5	7	that	that	SCONJ
bam-8892	5	8	when	when	SCONJ
bam-8892	5	9	using	use	VERB
bam-8892	5	10	an	an	DET
bam-8892	5	11	ml	ml	NOUN
bam-8892	5	12	approach	approach	NOUN
bam-8892	5	13	,	,	PUNCT
bam-8892	5	14	these	these	DET
bam-8892	5	15	soft	soft	ADJ
bam-8892	5	16	tissue	tissue	NOUN
bam-8892	5	17	features	feature	NOUN
bam-8892	5	18	have	have	VERB
bam-8892	5	19	a	a	DET
bam-8892	5	20	significant	significant	ADJ
bam-8892	5	21	predictive	predictive	ADJ
bam-8892	5	22	value	value	NOUN
bam-8892	5	23	for	for	ADP
bam-8892	5	24	these	these	DET
bam-8892	5	25	physiological	physiological	ADJ
bam-8892	5	26	parameters	parameter	NOUN
bam-8892	5	27	.	.	PUNCT
bam-8892	6	1	these	these	DET
bam-8892	6	2	results	result	NOUN
bam-8892	6	3	further	far	ADV
bam-8892	6	4	support	support	VERB
bam-8892	6	5	the	the	DET
bam-8892	6	6	use	use	NOUN
bam-8892	6	7	of	of	ADP
bam-8892	6	8	ntra	ntra	ADJ
bam-8892	6	9	-	-	PUNCT
bam-8892	6	10	based	base	VERB
bam-8892	6	11	ml	ml	ADP
bam-8892	6	12	predictive	predictive	ADJ
bam-8892	6	13	assessment	assessment	NOUN
bam-8892	6	14	and	and	CCONJ
bam-8892	6	15	support	support	VERB
bam-8892	6	16	the	the	DET
bam-8892	6	17	future	future	ADJ
bam-8892	6	18	investigation	investigation	NOUN
bam-8892	6	19	of	of	ADP
bam-8892	6	20	other	other	ADJ
bam-8892	6	21	physiological	physiological	ADJ
bam-8892	6	22	parameters	parameter	NOUN
bam-8892	6	23	and	and	CCONJ
bam-8892	6	24	comorbidities	comorbiditie	NOUN
bam-8892	6	25	.	.	PUNCT
bam-8892	7	1	key	key	ADJ
bam-8892	7	2	words	word	NOUN
bam-8892	7	3	:	:	PUNCT
bam-8892	7	4	machine	machine	NOUN
bam-8892	7	5	learning	learning	NOUN
bam-8892	7	6	,	,	PUNCT
bam-8892	7	7	soft	soft	ADJ
bam-8892	7	8	tissue	tissue	NOUN
bam-8892	7	9	,	,	PUNCT
bam-8892	7	10	computed	compute	VERB
bam-8892	7	11	tomography	tomography	NOUN
bam-8892	7	12	,	,	PUNCT
bam-8892	7	13	body	body	NOUN
bam-8892	7	14	mass	mass	PROPN
bam-8892	7	15	index	index	NOUN
bam-8892	7	16	,	,	PUNCT
bam-8892	7	17	isometric	isometric	ADJ
bam-8892	7	18	leg	leg	NOUN
bam-8892	7	19	strength	strength	NOUN
bam-8892	7	20	eur	eur	PROPN
bam-8892	7	21	j	j	PROPN
bam-8892	7	22	transl	transl	PROPN
bam-8892	7	23	myol	myol	ADV
bam-8892	7	24	30	30	NUM
bam-8892	7	25	(	(	PUNCT
bam-8892	7	26	1	1	NUM
bam-8892	7	27	):	):	PUNCT
bam-8892	7	28	121	121	NUM
bam-8892	7	29	-	-	SYM
bam-8892	7	30	124	124	NUM
bam-8892	7	31	,	,	PUNCT
bam-8892	7	32	2020	2020	NUM
bam-8892	7	33	muscle	muscle	NOUN
bam-8892	7	34	deterioration	deterioration	NOUN
bam-8892	7	35	in	in	ADP
bam-8892	7	36	elderly	elderly	ADJ
bam-8892	7	37	individuals	individual	NOUN
bam-8892	7	38	is	be	AUX
bam-8892	7	39	commonly	commonly	ADV
bam-8892	7	40	characterized	characterize	VERB
bam-8892	7	41	by	by	ADP
bam-8892	7	42	the	the	DET
bam-8892	7	43	loss	loss	NOUN
bam-8892	7	44	of	of	ADP
bam-8892	7	45	muscle	muscle	NOUN
bam-8892	7	46	strength	strength	NOUN
bam-8892	7	47	and	and	CCONJ
bam-8892	7	48	lean	lean	ADJ
bam-8892	7	49	tissue	tissue	NOUN
bam-8892	7	50	mass	mass	NOUN
bam-8892	7	51	,	,	PUNCT
bam-8892	7	52	along	along	ADP
bam-8892	7	53	with	with	ADP
bam-8892	7	54	the	the	DET
bam-8892	7	55	concomitant	concomitant	ADJ
bam-8892	7	56	replacement	replacement	NOUN
bam-8892	7	57	of	of	ADP
bam-8892	7	58	lean	lean	ADJ
bam-8892	7	59	tissue	tissue	NOUN
bam-8892	7	60	with	with	ADP
bam-8892	7	61	intermuscular	intermuscular	ADJ
bam-8892	7	62	and	and	CCONJ
bam-8892	7	63	intramyocellular	intramyocellular	ADJ
bam-8892	7	64	adipose	adipose	ADJ
bam-8892	7	65	tissue	tissue	NOUN
bam-8892	7	66	.	.	PUNCT
bam-8892	8	1	these	these	DET
bam-8892	8	2	phenomena	phenomenon	NOUN
bam-8892	8	3	have	have	AUX
bam-8892	8	4	been	be	AUX
bam-8892	8	5	consistently	consistently	ADV
bam-8892	8	6	implicated	implicate	VERB
bam-8892	8	7	as	as	ADP
bam-8892	8	8	independent	independent	ADJ
bam-8892	8	9	mortality	mortality	NOUN
bam-8892	8	10	risks	risk	NOUN
bam-8892	8	11	in	in	ADP
bam-8892	8	12	aging	age	VERB
bam-8892	8	13	individuals	individual	NOUN
bam-8892	8	14	.	.	PUNCT
bam-8892	9	1	the	the	DET
bam-8892	9	2	incidence	incidence	NOUN
bam-8892	9	3	of	of	ADP
bam-8892	9	4	muscle	muscle	NOUN
bam-8892	9	5	degeneration	degeneration	NOUN
bam-8892	9	6	in	in	ADP
bam-8892	9	7	aging	age	VERB
bam-8892	9	8	,	,	PUNCT
bam-8892	9	9	commonly	commonly	ADV
bam-8892	9	10	referred	refer	VERB
bam-8892	9	11	to	to	ADP
bam-8892	9	12	as	as	ADP
bam-8892	9	13	sarcopenia	sarcopenia	NOUN
bam-8892	9	14	,	,	PUNCT
bam-8892	9	15	significantly	significantly	ADV
bam-8892	9	16	affects	affect	VERB
bam-8892	9	17	the	the	DET
bam-8892	9	18	quality	quality	NOUN
bam-8892	9	19	of	of	ADP
bam-8892	9	20	life	life	NOUN
bam-8892	9	21	and	and	CCONJ
bam-8892	9	22	physical	physical	ADJ
bam-8892	9	23	activity	activity	NOUN
bam-8892	9	24	of	of	ADP
bam-8892	9	25	aging	age	VERB
bam-8892	9	26	individuals.1	individuals.1	NOUN
bam-8892	9	27	-	-	PUNCT
bam-8892	9	28	4	4	NUM
bam-8892	9	29	artificial	artificial	ADJ
bam-8892	9	30	intelligence	intelligence	NOUN
bam-8892	9	31	(	(	PUNCT
bam-8892	9	32	ai)technologies	ai)technologie	NOUN
bam-8892	9	33	,	,	PUNCT
bam-8892	9	34	particularly	particularly	ADV
bam-8892	9	35	those	those	PRON
bam-8892	9	36	utilizing	utilize	VERB
bam-8892	9	37	machine	machine	NOUN
bam-8892	9	38	learning	learning	NOUN
bam-8892	9	39	(	(	PUNCT
bam-8892	9	40	ml	ml	NOUN
bam-8892	9	41	)	)	PUNCT
bam-8892	9	42	algorithms	algorithm	NOUN
bam-8892	9	43	,	,	PUNCT
bam-8892	9	44	are	be	AUX
bam-8892	9	45	becoming	becoming	AUX
bam-8892	9	46	increasing	increase	VERB
bam-8892	9	47	used	use	VERB
bam-8892	9	48	in	in	ADP
bam-8892	9	49	healthcare	healthcare	PROPN
bam-8892	9	50	data	datum	NOUN
bam-8892	9	51	applications.5	applications.5	PROPN
bam-8892	9	52	-	-	PUNCT
bam-8892	9	53	6	6	NUM
bam-8892	9	54	the	the	DET
bam-8892	9	55	increased	increase	VERB
bam-8892	9	56	availability	availability	NOUN
bam-8892	9	57	of	of	ADP
bam-8892	9	58	healthcare	healthcare	NOUN
bam-8892	9	59	data	datum	NOUN
bam-8892	9	60	and	and	CCONJ
bam-8892	9	61	the	the	DET
bam-8892	9	62	continued	continue	VERB
bam-8892	9	63	development	development	NOUN
bam-8892	9	64	of	of	ADP
bam-8892	9	65	big	big	ADJ
bam-8892	9	66	data	datum	NOUN
bam-8892	9	67	analytics	analytic	NOUN
bam-8892	9	68	methods	method	NOUN
bam-8892	9	69	has	have	AUX
bam-8892	9	70	driven	drive	VERB
bam-8892	9	71	the	the	DET
bam-8892	9	72	success	success	NOUN
bam-8892	9	73	of	of	ADP
bam-8892	9	74	ml	ml	ADP
bam-8892	9	75	modelling	modelling	NOUN
bam-8892	9	76	in	in	ADP
bam-8892	9	77	many	many	ADJ
bam-8892	9	78	quantitative	quantitative	ADJ
bam-8892	9	79	fields	field	NOUN
bam-8892	9	80	,	,	PUNCT
bam-8892	9	81	such	such	ADJ
bam-8892	9	82	as	as	ADP
bam-8892	9	83	medical	medical	ADJ
bam-8892	9	84	image	image	NOUN
bam-8892	9	85	processing	processing	NOUN
bam-8892	9	86	or	or	CCONJ
bam-8892	9	87	predictive	predictive	ADJ
bam-8892	9	88	system	system	NOUN
bam-8892	9	89	development	development	NOUN
bam-8892	9	90	,	,	PUNCT
bam-8892	9	91	as	as	ADV
bam-8892	9	92	well	well	ADV
bam-8892	9	93	as	as	ADP
bam-8892	9	94	other	other	ADJ
bam-8892	9	95	specialties	specialty	NOUN
bam-8892	9	96	such	such	ADJ
bam-8892	9	97	as	as	ADP
bam-8892	9	98	neurology	neurology	NOUN
bam-8892	9	99	,	,	PUNCT
bam-8892	9	100	cardiology	cardiology	NOUN
bam-8892	9	101	,	,	PUNCT
bam-8892	9	102	and	and	CCONJ
bam-8892	9	103	oncology.7	oncology.7	NOUN
bam-8892	9	104	-	-	PUNCT
bam-8892	9	105	10	10	NUM
bam-8892	9	106	mid	mid	ADJ
bam-8892	9	107	-	-	ADJ
bam-8892	9	108	thigh	thigh	ADJ
bam-8892	9	109	computed	computed	ADJ
bam-8892	9	110	tomography	tomography	NOUN
bam-8892	9	111	(	(	PUNCT
bam-8892	9	112	ct	ct	NOUN
bam-8892	9	113	)	)	PUNCT
bam-8892	9	114	images	image	NOUN
bam-8892	9	115	from	from	ADP
bam-8892	9	116	the	the	DET
bam-8892	9	117	ages	age	NOUN
bam-8892	9	118	dataset	dataset	VERB
bam-8892	9	119	have	have	AUX
bam-8892	9	120	been	be	AUX
bam-8892	9	121	used	use	VERB
bam-8892	9	122	to	to	PART
bam-8892	9	123	quantitatively	quantitatively	ADV
bam-8892	9	124	characterize	characterize	VERB
bam-8892	9	125	subject	subject	ADJ
bam-8892	9	126	-	-	PUNCT
bam-8892	9	127	specific	specific	ADJ
bam-8892	9	128	changes	change	NOUN
bam-8892	9	129	in	in	ADP
bam-8892	9	130	soft	soft	ADJ
bam-8892	9	131	tissue	tissue	NOUN
bam-8892	9	132	using	use	VERB
bam-8892	9	133	a	a	DET
bam-8892	9	134	novel	novel	ADJ
bam-8892	9	135	method	method	NOUN
bam-8892	9	136	known	know	VERB
bam-8892	9	137	as	as	ADP
bam-8892	9	138	nonlinear	nonlinear	ADJ
bam-8892	9	139	trimodal	trimodal	NOUN
bam-8892	9	140	regression	regression	NOUN
bam-8892	9	141	analysis	analysis	NOUN
bam-8892	9	142	(	(	PUNCT
bam-8892	9	143	ntra	ntra	ADJ
bam-8892	9	144	)	)	PUNCT
bam-8892	9	145	.	.	PUNCT
bam-8892	10	1	the	the	DET
bam-8892	10	2	ntra	ntra	ADJ
bam-8892	10	3	method	method	NOUN
bam-8892	10	4	works	work	VERB
bam-8892	10	5	by	by	ADP
bam-8892	10	6	generating	generate	VERB
bam-8892	10	7	soft	soft	ADJ
bam-8892	10	8	tissue	tissue	NOUN
bam-8892	10	9	regression	regression	NOUN
bam-8892	10	10	profiles	profile	NOUN
bam-8892	10	11	described	describe	VERB
bam-8892	10	12	by	by	ADP
bam-8892	10	13	11	11	NUM
bam-8892	10	14	unique	unique	ADJ
bam-8892	10	15	ntra	ntra	ADJ
bam-8892	10	16	model	model	NOUN
bam-8892	10	17	parameters	parameter	NOUN
bam-8892	10	18	.	.	PUNCT
bam-8892	11	1	the	the	DET
bam-8892	11	2	utility	utility	NOUN
bam-8892	11	3	of	of	ADP
bam-8892	11	4	these	these	DET
bam-8892	11	5	parameters	parameter	NOUN
bam-8892	11	6	in	in	ADP
bam-8892	11	7	quantifying	quantify	VERB
bam-8892	11	8	differences	difference	NOUN
bam-8892	11	9	in	in	ADP
bam-8892	11	10	fat	fat	ADJ
bam-8892	11	11	,	,	PUNCT
bam-8892	11	12	lean	lean	ADJ
bam-8892	11	13	muscle	muscle	NOUN
bam-8892	11	14	,	,	PUNCT
bam-8892	11	15	and	and	CCONJ
bam-8892	11	16	loose	loose	ADJ
bam-8892	11	17	connective	connective	ADJ
bam-8892	11	18	tissue	tissue	NOUN
bam-8892	11	19	was	be	AUX
bam-8892	11	20	first	first	ADV
bam-8892	11	21	explored	explore	VERB
bam-8892	11	22	in	in	ADP
bam-8892	11	23	comparing	compare	VERB
bam-8892	11	24	young	young	ADJ
bam-8892	11	25	,	,	PUNCT
bam-8892	11	26	aging	aging	NOUN
bam-8892	11	27	,	,	PUNCT
bam-8892	11	28	and	and	CCONJ
bam-8892	11	29	pathological	pathological	ADJ
bam-8892	11	30	subjects.11	subjects.11	ADJ
bam-8892	11	31	-	-	SYM
bam-8892	11	32	13	13	NUM
bam-8892	11	33	results	result	NOUN
bam-8892	11	34	from	from	ADP
bam-8892	11	35	this	this	DET
bam-8892	11	36	work	work	NOUN
bam-8892	11	37	illustrated	illustrate	VERB
bam-8892	11	38	the	the	DET
bam-8892	11	39	sensitivity	sensitivity	NOUN
bam-8892	11	40	of	of	ADP
bam-8892	11	41	ntra	ntra	ADJ
bam-8892	11	42	parameters	parameter	NOUN
bam-8892	11	43	to	to	ADP
bam-8892	11	44	changes	change	NOUN
bam-8892	11	45	in	in	ADP
bam-8892	11	46	soft	soft	ADJ
bam-8892	11	47	tissue	tissue	NOUN
bam-8892	11	48	and	and	CCONJ
bam-8892	11	49	suggested	suggest	VERB
bam-8892	11	50	the	the	DET
bam-8892	11	51	employment	employment	NOUN
bam-8892	11	52	of	of	ADP
bam-8892	11	53	this	this	DET
bam-8892	11	54	method	method	NOUN
bam-8892	11	55	in	in	ADP
bam-8892	11	56	the	the	DET
bam-8892	11	57	context	context	NOUN
bam-8892	11	58	of	of	ADP
bam-8892	11	59	a	a	DET
bam-8892	11	60	larger	large	ADJ
bam-8892	11	61	ct	ct	NOUN
bam-8892	11	62	image	image	NOUN
bam-8892	11	63	database	database	NOUN
bam-8892	11	64	.	.	PUNCT
bam-8892	12	1	the	the	DET
bam-8892	12	2	age	age	NOUN
bam-8892	12	3	gene	gene	NOUN
bam-8892	12	4	/	/	SYM
bam-8892	12	5	environment	environment	NOUN
bam-8892	12	6	susceptibility	susceptibility	NOUN
bam-8892	12	7	study	study	NOUN
bam-8892	12	8	(	(	PUNCT
bam-8892	12	9	ages	age	NOUN
bam-8892	12	10	-	-	PUNCT
bam-8892	12	11	reykjavík	reykjavík	NOUN
bam-8892	12	12	)	)	PUNCT
bam-8892	12	13	is	be	AUX
bam-8892	12	14	an	an	DET
bam-8892	12	15	icelandic	icelandic	ADJ
bam-8892	12	16	dataset	dataset	NOUN
bam-8892	12	17	designed	design	VERB
bam-8892	12	18	to	to	PART
bam-8892	12	19	examine	examine	VERB
bam-8892	12	20	risk	risk	NOUN
bam-8892	12	21	factors	factor	NOUN
bam-8892	12	22	and	and	CCONJ
bam-8892	12	23	gene	gene	NOUN
bam-8892	12	24	/	/	SYM
bam-8892	12	25	environment	environment	NOUN
bam-8892	12	26	interactions	interaction	NOUN
bam-8892	12	27	in	in	ADP
bam-8892	12	28	relation	relation	NOUN
bam-8892	12	29	to	to	ADP
bam-8892	12	30	disease	disease	NOUN
bam-8892	12	31	and	and	CCONJ
bam-8892	12	32	disability	disability	NOUN
bam-8892	12	33	in	in	ADP
bam-8892	12	34	aging	age	VERB
bam-8892	12	35	people	people	NOUN
bam-8892	12	36	.	.	PUNCT
bam-8892	13	1	this	this	DET
bam-8892	13	2	dataset	dataset	NOUN
bam-8892	13	3	was	be	AUX
bam-8892	13	4	assembled	assemble	VERB
bam-8892	13	5	using	use	VERB
bam-8892	13	6	3,152	3,152	NUM
bam-8892	13	7	volunteers	volunteer	NOUN
bam-8892	13	8	from	from	ADP
bam-8892	13	9	66	66	NUM
bam-8892	13	10	-	-	SYM
bam-8892	13	11	92	92	NUM
bam-8892	13	12	years	year	NOUN
bam-8892	13	13	of	of	ADP
bam-8892	13	14	age	age	NOUN
bam-8892	13	15	and	and	CCONJ
bam-8892	13	16	contains	contain	VERB
bam-8892	13	17	more	more	ADJ
bam-8892	13	18	than	than	ADP
bam-8892	13	19	10	10	NUM
bam-8892	13	20	thousand	thousand	NUM
bam-8892	13	21	features	feature	NOUN
bam-8892	13	22	obtained	obtain	VERB
bam-8892	13	23	from	from	ADP
bam-8892	13	24	two	two	NUM
bam-8892	13	25	separate	separate	ADJ
bam-8892	13	26	time	time	NOUN
bam-8892	13	27	points	point	NOUN
bam-8892	13	28	separated	separate	VERB
bam-8892	13	29	by	by	ADP
bam-8892	13	30	5	5	NUM
bam-8892	13	31	years	year	NOUN
bam-8892	13	32	.	.	PUNCT
bam-8892	14	1	the	the	DET
bam-8892	14	2	ages	age	NOUN
bam-8892	14	3	-	-	PUNCT
bam-8892	14	4	reykjavík	reykjavík	NOUN
bam-8892	14	5	dataset	dataset	NOUN
bam-8892	14	6	thereby	thereby	ADV
bam-8892	14	7	presents	present	VERB
bam-8892	14	8	a	a	DET
bam-8892	14	9	unique	unique	ADJ
bam-8892	14	10	opportunity	opportunity	NOUN
bam-8892	14	11	for	for	ADP
bam-8892	14	12	the	the	DET
bam-8892	14	13	employment	employment	NOUN
bam-8892	14	14	of	of	ADP
bam-8892	14	15	big	big	ADJ
bam-8892	14	16	data	datum	NOUN
bam-8892	14	17	analytics	analytic	NOUN
bam-8892	14	18	methods	method	NOUN
bam-8892	14	19	such	such	ADJ
bam-8892	14	20	as	as	ADP
bam-8892	14	21	ml	ml	PROPN
bam-8892	14	22	modelling.14	modelling.14	PROPN
bam-8892	14	23	as	as	ADP
bam-8892	14	24	ml	ml	ADP
bam-8892	14	25	algorithms	algorithms	NOUN
bam-8892	14	26	machine	machine	NOUN
bam-8892	14	27	learning	learn	VERB
bam-8892	14	28	on	on	ADP
bam-8892	14	29	radiodensitometric	radiodensitometric	ADJ
bam-8892	14	30	distributions	distribution	NOUN
bam-8892	14	31	from	from	ADP
bam-8892	14	32	ct	ct	PROPN
bam-8892	14	33	eur	eur	PROPN
bam-8892	14	34	j	j	PROPN
bam-8892	14	35	translmyol	translmyol	NOUN
bam-8892	14	36	30	30	NUM
bam-8892	14	37	(	(	PUNCT
bam-8892	14	38	1	1	NUM
bam-8892	14	39	):	):	PUNCT
bam-8892	14	40	121	121	NUM
bam-8892	14	41	-	-	SYM
bam-8892	14	42	124	124	NUM
bam-8892	14	43	,	,	PUNCT
bam-8892	14	44	2020	2020	NUM
bam-8892	14	45	2	2	NUM
bam-8892	14	46	have	have	AUX
bam-8892	14	47	illustrated	illustrate	VERB
bam-8892	14	48	strong	strong	ADJ
bam-8892	14	49	predictive	predictive	ADJ
bam-8892	14	50	value	value	NOUN
bam-8892	14	51	in	in	ADP
bam-8892	14	52	the	the	DET
bam-8892	14	53	regression	regression	NOUN
bam-8892	14	54	of	of	ADP
bam-8892	14	55	body	body	NOUN
bam-8892	14	56	mass	mass	NOUN
bam-8892	14	57	index	index	NOUN
bam-8892	14	58	(	(	PUNCT
bam-8892	14	59	bmi)15	bmi)15	X
bam-8892	14	60	and	and	CCONJ
bam-8892	14	61	isometric	isometric	ADJ
bam-8892	14	62	leg	leg	NOUN
bam-8892	14	63	strength	strength	NOUN
bam-8892	14	64	(	(	PUNCT
bam-8892	14	65	iso	iso	NOUN
bam-8892	14	66	)	)	PUNCT
bam-8892	14	67	,	,	PUNCT
bam-8892	14	68	the	the	DET
bam-8892	14	69	present	present	ADJ
bam-8892	14	70	study	study	NOUN
bam-8892	14	71	sought	seek	VERB
bam-8892	14	72	to	to	PART
bam-8892	14	73	demonstrate	demonstrate	VERB
bam-8892	14	74	their	their	PRON
bam-8892	14	75	prediction	prediction	NOUN
bam-8892	14	76	using	use	VERB
bam-8892	14	77	ntra	ntra	ADJ
bam-8892	14	78	parameters	parameter	NOUN
bam-8892	14	79	obtained	obtain	VERB
bam-8892	14	80	from	from	ADP
bam-8892	14	81	ct	ct	NUM
bam-8892	14	82	mid	mid	ADJ
bam-8892	14	83	-	-	ADJ
bam-8892	14	84	femur	femur	ADJ
bam-8892	14	85	cross	cross	NOUN
bam-8892	14	86	-	-	NOUN
bam-8892	14	87	sections	section	NOUN
bam-8892	14	88	in	in	ADP
bam-8892	14	89	the	the	DET
bam-8892	14	90	ages	age	NOUN
bam-8892	14	91	-	-	PUNCT
bam-8892	14	92	reykjavík	reykjavík	NOUN
bam-8892	14	93	dataset	dataset	NOUN
bam-8892	14	94	.	.	PUNCT
bam-8892	15	1	results	result	NOUN
bam-8892	15	2	from	from	ADP
bam-8892	15	3	this	this	DET
bam-8892	15	4	work	work	NOUN
bam-8892	15	5	further	far	ADV
bam-8892	15	6	solidify	solidify	VERB
bam-8892	15	7	the	the	DET
bam-8892	15	8	predictive	predictive	ADJ
bam-8892	15	9	power	power	NOUN
bam-8892	15	10	of	of	ADP
bam-8892	15	11	ntra	ntra	ADJ
bam-8892	15	12	parameters	parameter	NOUN
bam-8892	15	13	using	use	VERB
bam-8892	15	14	bmi	bmi	NOUN
bam-8892	15	15	and	and	CCONJ
bam-8892	15	16	iso	iso	NOUN
bam-8892	15	17	as	as	ADP
bam-8892	15	18	test	test	NOUN
bam-8892	15	19	parameters	parameter	NOUN
bam-8892	15	20	.	.	PUNCT
bam-8892	16	1	the	the	DET
bam-8892	16	2	methods	method	NOUN
bam-8892	16	3	reported	report	VERB
bam-8892	16	4	here	here	ADV
bam-8892	16	5	may	may	AUX
bam-8892	16	6	be	be	AUX
bam-8892	16	7	useful	useful	ADJ
bam-8892	16	8	in	in	ADP
bam-8892	16	9	prediction	prediction	NOUN
bam-8892	16	10	studies	study	NOUN
bam-8892	16	11	of	of	ADP
bam-8892	16	12	cardiocirculatory,16	cardiocirculatory,16	NUM
bam-8892	16	13	and	and	CCONJ
bam-8892	16	14	mobility	mobility	NOUN
bam-8892	16	15	diseases	disease	NOUN
bam-8892	16	16	.	.	PUNCT
bam-8892	17	1	materials	material	NOUN
bam-8892	17	2	and	and	CCONJ
bam-8892	17	3	methods	method	NOUN
bam-8892	17	4	database	database	PROPN
bam-8892	17	5	&	&	CCONJ
bam-8892	17	6	ntra	ntra	ADJ
bam-8892	17	7	parameters	parameter	NOUN
bam-8892	17	8	ages	age	NOUN
bam-8892	17	9	-	-	PUNCT
bam-8892	17	10	reykjavík	reykjavík	NOUN
bam-8892	17	11	database	database	NOUN
bam-8892	17	12	is	be	AUX
bam-8892	17	13	composed	compose	VERB
bam-8892	17	14	of	of	ADP
bam-8892	17	15	two	two	NUM
bam-8892	17	16	measurement	measurement	NOUN
bam-8892	17	17	time	time	NOUN
bam-8892	17	18	points	point	NOUN
bam-8892	17	19	separated	separate	VERB
bam-8892	17	20	by	by	ADP
bam-8892	17	21	approximately	approximately	ADV
bam-8892	17	22	five	five	NUM
bam-8892	17	23	years	year	NOUN
bam-8892	17	24	(	(	PUNCT
bam-8892	17	25	ages	age	NOUN
bam-8892	17	26	-	-	PUNCT
bam-8892	17	27	i	i	PRON
bam-8892	17	28	and	and	CCONJ
bam-8892	17	29	ages	age	NOUN
bam-8892	17	30	-	-	PUNCT
bam-8892	17	31	ii	ii	NOUN
bam-8892	17	32	,	,	PUNCT
bam-8892	17	33	respectively	respectively	ADV
bam-8892	17	34	)	)	PUNCT
bam-8892	17	35	.	.	PUNCT
bam-8892	18	1	these	these	DET
bam-8892	18	2	two	two	NUM
bam-8892	18	3	datasets	dataset	NOUN
bam-8892	18	4	contain	contain	VERB
bam-8892	18	5	the	the	DET
bam-8892	18	6	same	same	ADJ
bam-8892	18	7	features	feature	NOUN
bam-8892	18	8	using	use	VERB
bam-8892	18	9	the	the	DET
bam-8892	18	10	same	same	ADJ
bam-8892	18	11	subjects	subject	NOUN
bam-8892	18	12	;	;	PUNCT
bam-8892	18	13	as	as	ADP
bam-8892	18	14	such	such	ADJ
bam-8892	18	15	,	,	PUNCT
bam-8892	18	16	assessing	assess	VERB
bam-8892	18	17	each	each	DET
bam-8892	18	18	subject	subject	NOUN
bam-8892	18	19	independently	independently	ADV
bam-8892	18	20	yields	yield	VERB
bam-8892	18	21	a	a	DET
bam-8892	18	22	total	total	ADJ
bam-8892	18	23	subject	subject	ADJ
bam-8892	18	24	population	population	NOUN
bam-8892	18	25	of	of	ADP
bam-8892	18	26	6,314	6,314	NUM
bam-8892	18	27	.	.	PUNCT
bam-8892	19	1	from	from	ADP
bam-8892	19	2	these	these	DET
bam-8892	19	3	data	datum	NOUN
bam-8892	19	4	,	,	PUNCT
bam-8892	19	5	subject	subject	ADJ
bam-8892	19	6	bmi	bmi	NOUN
bam-8892	19	7	[	[	X
bam-8892	19	8	kg	kg	X
bam-8892	19	9	/	/	SYM
bam-8892	19	10	m2	m2	PROPN
bam-8892	19	11	]	]	PUNCT
bam-8892	19	12	and	and	CCONJ
bam-8892	19	13	iso	iso	NOUN
bam-8892	19	14	[	[	X
bam-8892	19	15	n	n	CCONJ
bam-8892	19	16	]	]	PUNCT
bam-8892	19	17	were	be	AUX
bam-8892	19	18	extracted	extract	VERB
bam-8892	19	19	,	,	PUNCT
bam-8892	19	20	and	and	CCONJ
bam-8892	19	21	the	the	DET
bam-8892	19	22	aforementioned	aforementioned	ADJ
bam-8892	19	23	11	11	NUM
bam-8892	19	24	ntra	ntra	ADJ
bam-8892	19	25	parameters	parameter	NOUN
bam-8892	19	26	were	be	AUX
bam-8892	19	27	obtained	obtain	VERB
bam-8892	19	28	from	from	ADP
bam-8892	19	29	mid	mid	ADJ
bam-8892	19	30	-	-	ADJ
bam-8892	19	31	femur	femur	ADJ
bam-8892	19	32	ct	ct	PROPN
bam-8892	19	33	scans	scan	NOUN
bam-8892	19	34	,	,	PUNCT
bam-8892	19	35	as	as	SCONJ
bam-8892	19	36	described	describe	VERB
bam-8892	19	37	by	by	ADP
bam-8892	19	38	edmunds	edmund	NOUN
bam-8892	19	39	et	et	PROPN
bam-8892	19	40	al.12	al.12	VERB
bam-8892	19	41	the	the	DET
bam-8892	19	42	ntra	ntra	ADJ
bam-8892	19	43	method	method	NOUN
bam-8892	19	44	begins	begin	VERB
bam-8892	19	45	by	by	ADP
bam-8892	19	46	defining	define	VERB
bam-8892	19	47	radiodensitometric	radiodensitometric	NOUN
bam-8892	19	48	absorption	absorption	NOUN
bam-8892	19	49	distributions	distribution	NOUN
bam-8892	19	50	from	from	ADP
bam-8892	19	51	ct	ct	NUM
bam-8892	19	52	number	number	NOUN
bam-8892	19	53	values	value	NOUN
bam-8892	19	54	of	of	ADP
bam-8892	19	55	summed	sum	VERB
bam-8892	19	56	pixels	pixel	NOUN
bam-8892	19	57	in	in	ADP
bam-8892	19	58	each	each	DET
bam-8892	19	59	ct	ct	NUM
bam-8892	19	60	slice	slice	NOUN
bam-8892	19	61	.	.	PUNCT
bam-8892	20	1	this	this	DET
bam-8892	20	2	process	process	NOUN
bam-8892	20	3	involves	involve	VERB
bam-8892	20	4	the	the	DET
bam-8892	20	5	standardized	standardized	ADJ
bam-8892	20	6	linear	linear	ADJ
bam-8892	20	7	transformation	transformation	NOUN
bam-8892	20	8	of	of	ADP
bam-8892	20	9	ct	ct	NUM
bam-8892	20	10	number	number	NOUN
bam-8892	20	11	to	to	ADP
bam-8892	20	12	hounsfield	hounsfield	PROPN
bam-8892	20	13	units	unit	NOUN
bam-8892	20	14	(	(	PUNCT
bam-8892	20	15	hu	hu	PROPN
bam-8892	20	16	)	)	PUNCT
bam-8892	20	17	,	,	PUNCT
bam-8892	20	18	according	accord	VERB
bam-8892	20	19	to	to	ADP
bam-8892	20	20	the	the	DET
bam-8892	20	21	following	follow	VERB
bam-8892	20	22	expression	expression	NOUN
bam-8892	20	23	:	:	PUNCT
bam-8892	20	24	𝐻𝑈	𝐻𝑈	PROPN
bam-8892	20	25	=	=	SYM
bam-8892	20	26	𝐶𝑇	𝐶𝑇	PROPN
bam-8892	20	27	×	×	PROPN
bam-8892	20	28	2,26625	2,26625	PROPN
bam-8892	20	29	−	−	NUM
bam-8892	20	30	190	190	NUM
bam-8892	20	31	next	next	ADJ
bam-8892	20	32	,	,	PUNCT
bam-8892	20	33	soft	soft	ADJ
bam-8892	20	34	tissue	tissue	NOUN
bam-8892	20	35	hu	hu	NOUN
bam-8892	20	36	values	value	NOUN
bam-8892	20	37	(	(	PUNCT
bam-8892	20	38	across	across	ADP
bam-8892	20	39	the	the	DET
bam-8892	20	40	range	range	NOUN
bam-8892	20	41	of	of	ADP
bam-8892	20	42	-200	-200	NUM
bam-8892	20	43	to	to	ADP
bam-8892	20	44	200	200	NUM
bam-8892	20	45	hu	hu	NOUN
bam-8892	20	46	)	)	PUNCT
bam-8892	20	47	were	be	AUX
bam-8892	20	48	segmented	segment	VERB
bam-8892	20	49	into	into	ADP
bam-8892	20	50	128	128	NUM
bam-8892	20	51	bins	bin	NOUN
bam-8892	20	52	,	,	PUNCT
bam-8892	20	53	in	in	ADP
bam-8892	20	54	accordance	accordance	NOUN
bam-8892	20	55	with	with	ADP
bam-8892	20	56	typical	typical	ADJ
bam-8892	20	57	quantitative	quantitative	ADJ
bam-8892	20	58	ct	ct	PROPN
bam-8892	20	59	assessment	assessment	NOUN
bam-8892	20	60	protocols.17hu	protocols.17hu	NOUN
bam-8892	20	61	histograms	histogram	NOUN
bam-8892	20	62	from	from	ADP
bam-8892	20	63	this	this	DET
bam-8892	20	64	binning	bin	VERB
bam-8892	20	65	procedure	procedure	NOUN
bam-8892	20	66	were	be	AUX
bam-8892	20	67	then	then	ADV
bam-8892	20	68	smoothed	smooth	VERB
bam-8892	20	69	to	to	PART
bam-8892	20	70	define	define	VERB
bam-8892	20	71	probability	probability	NOUN
bam-8892	20	72	density	density	NOUN
bam-8892	20	73	functions	function	NOUN
bam-8892	20	74	(	(	PUNCT
bam-8892	20	75	pdf	pdf	NOUN
bam-8892	20	76	)	)	PUNCT
bam-8892	20	77	for	for	ADP
bam-8892	20	78	each	each	DET
bam-8892	20	79	histogram	histogram	NOUN
bam-8892	20	80	.	.	PUNCT
bam-8892	21	1	each	each	DET
bam-8892	21	2	pdf	pdf	NOUN
bam-8892	21	3	was	be	AUX
bam-8892	21	4	then	then	ADV
bam-8892	21	5	exported	export	VERB
bam-8892	21	6	for	for	ADP
bam-8892	21	7	ntra	ntra	ADJ
bam-8892	21	8	regression	regression	NOUN
bam-8892	21	9	analysis	analysis	NOUN
bam-8892	21	10	.	.	PUNCT
bam-8892	22	1	as	as	ADP
bam-8892	22	2	a	a	DET
bam-8892	22	3	form	form	NOUN
bam-8892	22	4	of	of	ADP
bam-8892	22	5	modified	modify	VERB
bam-8892	22	6	nonlinear	nonlinear	ADJ
bam-8892	22	7	regression	regression	NOUN
bam-8892	22	8	analysis	analysis	NOUN
bam-8892	22	9	,	,	PUNCT
bam-8892	22	10	the	the	DET
bam-8892	22	11	ntra	ntra	ADJ
bam-8892	22	12	method	method	NOUN
bam-8892	22	13	computationally	computationally	ADV
bam-8892	22	14	describes	describe	VERB
bam-8892	22	15	each	each	DET
bam-8892	22	16	hu	hu	PROPN
bam-8892	22	17	distribution	distribution	NOUN
bam-8892	22	18	as	as	ADP
bam-8892	22	19	a	a	DET
bam-8892	22	20	quasi	quasi	ADJ
bam-8892	22	21	-	-	NOUN
bam-8892	22	22	probability	probability	NOUN
bam-8892	22	23	density	density	NOUN
bam-8892	22	24	function	function	NOUN
bam-8892	22	25	containing	contain	VERB
bam-8892	22	26	three	three	NUM
bam-8892	22	27	gaussian	gaussian	ADJ
bam-8892	22	28	distributions	distribution	NOUN
bam-8892	22	29	:	:	PUNCT
bam-8892	22	30	one	one	NUM
bam-8892	22	31	standard	standard	NOUN
bam-8892	22	32	(	(	PUNCT
bam-8892	22	33	non	non	ADJ
bam-8892	22	34	-	-	ADJ
bam-8892	22	35	skewed	skewed	ADJ
bam-8892	22	36	)	)	PUNCT
bam-8892	22	37	and	and	CCONJ
bam-8892	22	38	two	two	NUM
bam-8892	22	39	skewed	skewed	ADJ
bam-8892	22	40	:	:	PUNCT
bam-8892	22	41	∑	∑	PUNCT
bam-8892	22	42	𝜑(𝑥	𝜑(𝑥	NOUN
bam-8892	22	43	,	,	PUNCT
bam-8892	22	44	𝑁𝑖	𝑁𝑖	PROPN
bam-8892	22	45	,	,	PUNCT
bam-8892	22	46	𝜇𝑖	𝜇𝑖	ADP
bam-8892	22	47	,	,	PUNCT
bam-8892	22	48	𝜇𝑖	𝜇𝑖	ADP
bam-8892	22	49	,	,	PUNCT
bam-8892	22	50	𝛼𝑖	𝛼𝑖	PROPN
bam-8892	22	51	)	)	PUNCT
bam-8892	22	52	=	=	PUNCT
bam-8892	22	53	∑	∑	PUNCT
bam-8892	22	54	𝑁𝑖	𝑁𝑖	PROPN
bam-8892	22	55	𝜎𝑖√2𝜋	𝜎𝑖√2𝜋	NOUN
bam-8892	22	56	𝑒	𝑒	ADV
bam-8892	22	57	−	−	NOUN
bam-8892	22	58	(	(	PUNCT
bam-8892	22	59	𝑥−𝜇𝑖)2	𝑥−𝜇𝑖)2	PRON
bam-8892	22	60	2𝜎𝑖	2𝜎𝑖	ADJ
bam-8892	22	61	2	2	NUM
bam-8892	22	62	𝑒𝑟𝑓𝑐	𝑒𝑟𝑓𝑐	NOUN
bam-8892	22	63	(	(	PUNCT
bam-8892	22	64	𝛼𝑖(𝑥	𝛼𝑖(𝑥	NUM
bam-8892	22	65	−	−	NOUN
bam-8892	22	66	𝜇𝑖	𝜇𝑖	ADP
bam-8892	22	67	)	)	PUNCT
bam-8892	22	68	𝜎𝑖√2	𝜎𝑖√2	NOUN
bam-8892	22	69	)	)	PUNCT
bam-8892	22	70	3	3	NUM
bam-8892	22	71	1	1	NUM
bam-8892	22	72	3	3	NUM
bam-8892	22	73	𝑖=1	𝑖=1	VERB
bam-8892	22	74	where	where	SCONJ
bam-8892	22	75	n	n	PRON
bam-8892	22	76	is	be	AUX
bam-8892	22	77	the	the	DET
bam-8892	22	78	distribution	distribution	NOUN
bam-8892	22	79	amplitude	amplitude	NOUN
bam-8892	22	80	,	,	PUNCT
bam-8892	22	81			NOUN
bam-8892	22	82	is	be	AUX
bam-8892	22	83	the	the	DET
bam-8892	22	84	peak	peak	NOUN
bam-8892	22	85	location	location	NOUN
bam-8892	22	86	,	,	PUNCT
bam-8892	22	87			PROPN
bam-8892	22	88	is	be	AUX
bam-8892	22	89	the	the	DET
bam-8892	22	90	distribution	distribution	NOUN
bam-8892	22	91	width	width	NOUN
bam-8892	22	92	,	,	PUNCT
bam-8892	22	93	and	and	CCONJ
bam-8892	22	94			NOUN
bam-8892	22	95	is	be	AUX
bam-8892	22	96	its	its	PRON
bam-8892	22	97	skewness	skewness	NOUN
bam-8892	22	98	.	.	PUNCT
bam-8892	23	1	these	these	DET
bam-8892	23	2	parameters	parameter	NOUN
bam-8892	23	3	are	be	AUX
bam-8892	23	4	evaluated	evaluate	VERB
bam-8892	23	5	iteratively	iteratively	ADV
bam-8892	23	6	at	at	ADP
bam-8892	23	7	each	each	DET
bam-8892	23	8	ct	ct	PROPN
bam-8892	23	9	bin	bin	PROPN
bam-8892	23	10	,	,	PUNCT
bam-8892	23	11	x	x	PRON
bam-8892	23	12	,	,	PUNCT
bam-8892	23	13	using	use	VERB
bam-8892	23	14	a	a	DET
bam-8892	23	15	modified	modify	VERB
bam-8892	23	16	reduced	reduce	VERB
bam-8892	23	17	generalized	generalized	ADJ
bam-8892	23	18	gradient	gradient	ADJ
bam-8892	23	19	algorithm	algorithm	NOUN
bam-8892	23	20	.	.	PUNCT
bam-8892	24	1	here	here	ADV
bam-8892	24	2	,	,	PUNCT
bam-8892	24	3	it	it	PRON
bam-8892	24	4	is	be	AUX
bam-8892	24	5	important	important	ADJ
bam-8892	24	6	to	to	PART
bam-8892	24	7	note	note	VERB
bam-8892	24	8	the	the	DET
bam-8892	24	9	assumption	assumption	NOUN
bam-8892	24	10	that	that	SCONJ
bam-8892	24	11	soft	soft	ADJ
bam-8892	24	12	tissue	tissue	NOUN
bam-8892	24	13	can	can	AUX
bam-8892	24	14	be	be	AUX
bam-8892	24	15	optimally	optimally	ADV
bam-8892	24	16	defined	define	VERB
bam-8892	24	17	as	as	ADP
bam-8892	24	18	a	a	DET
bam-8892	24	19	trimodal	trimodal	NOUN
bam-8892	24	20	pdf	pdf	NOUN
bam-8892	24	21	consisting	consist	VERB
bam-8892	24	22	of	of	ADP
bam-8892	24	23	three	three	NUM
bam-8892	24	24	unique	unique	ADJ
bam-8892	24	25	superimposed	superimpose	VERB
bam-8892	24	26	tissue	tissue	NOUN
bam-8892	24	27	types	type	NOUN
bam-8892	24	28	:	:	PUNCT
bam-8892	24	29	fat	fat	ADJ
bam-8892	24	30	(	(	PUNCT
bam-8892	24	31	i=1	i=1	X
bam-8892	24	32	)	)	PUNCT
bam-8892	25	1	[	[	X
bam-8892	25	2	-200	-200	NUM
bam-8892	25	3	to	to	ADP
bam-8892	25	4	-10	-10	PUNCT
bam-8892	25	5	hu	hu	PROPN
bam-8892	25	6	]	]	X
bam-8892	25	7	,	,	PUNCT
bam-8892	25	8	loose	loose	ADJ
bam-8892	25	9	connective	connective	ADJ
bam-8892	25	10	tissue	tissue	NOUN
bam-8892	25	11	(	(	PUNCT
bam-8892	25	12	i=2	i=2	PROPN
bam-8892	25	13	)	)	PUNCT
bam-8892	26	1	[	[	X
bam-8892	26	2	-9	-9	INTJ
bam-8892	26	3	to	to	ADP
bam-8892	26	4	40	40	NUM
bam-8892	26	5	hu	hu	PROPN
bam-8892	26	6	]	]	X
bam-8892	26	7	,	,	PUNCT
bam-8892	26	8	and	and	CCONJ
bam-8892	26	9	lean	lean	ADJ
bam-8892	26	10	muscle	muscle	NOUN
bam-8892	26	11	(	(	PUNCT
bam-8892	26	12	i=3	i=3	PROPN
bam-8892	26	13	)	)	PUNCT
bam-8892	27	1	[	[	X
bam-8892	27	2	41	41	NUM
bam-8892	27	3	to	to	PART
bam-8892	27	4	200	200	NUM
bam-8892	27	5	hu	hu	NOUN
bam-8892	27	6	]	]	X
bam-8892	27	7	.	.	PUNCT
bam-8892	28	1	the	the	DET
bam-8892	28	2	central	central	ADJ
bam-8892	28	3	connective	connective	ADJ
bam-8892	28	4	tissue	tissue	NOUN
bam-8892	28	5	is	be	AUX
bam-8892	28	6	assumed	assume	VERB
bam-8892	28	7	to	to	PART
bam-8892	28	8	be	be	AUX
bam-8892	28	9	non	non	ADJ
bam-8892	28	10	-	-	ADJ
bam-8892	28	11	skewed	skewed	ADJ
bam-8892	28	12	,	,	PUNCT
bam-8892	28	13	while	while	SCONJ
bam-8892	28	14	fat	fat	ADJ
bam-8892	28	15	and	and	CCONJ
bam-8892	28	16	muscle	muscle	NOUN
bam-8892	28	17	are	be	AUX
bam-8892	28	18	described	describe	VERB
bam-8892	28	19	by	by	ADP
bam-8892	28	20	,	,	PUNCT
bam-8892	28	21	respectively	respectively	ADV
bam-8892	28	22	,	,	PUNCT
bam-8892	28	23	a	a	DET
bam-8892	28	24	positive	positive	ADJ
bam-8892	28	25	and	and	CCONJ
bam-8892	28	26	negative	negative	ADJ
bam-8892	28	27	skewness	skewness	NOUN
bam-8892	28	28	.	.	PUNCT
bam-8892	29	1	this	this	DET
bam-8892	29	2	method	method	NOUN
bam-8892	29	3	ultimately	ultimately	ADV
bam-8892	29	4	yields	yield	VERB
bam-8892	29	5	11	11	NUM
bam-8892	29	6	patient	patient	NOUN
bam-8892	29	7	-	-	PUNCT
bam-8892	29	8	specific	specific	ADJ
bam-8892	29	9	parameters	parameter	NOUN
bam-8892	29	10	:	:	PUNCT
bam-8892	29	11	four	four	NUM
bam-8892	29	12	that	that	PRON
bam-8892	29	13	describe	describe	VERB
bam-8892	29	14	intermuscular	intermuscular	ADJ
bam-8892	29	15	and	and	CCONJ
bam-8892	29	16	intramyocellular	intramyocellular	ADJ
bam-8892	29	17	fat	fat	NOUN
bam-8892	29	18	,	,	PUNCT
bam-8892	29	19	four	four	NUM
bam-8892	29	20	that	that	PRON
bam-8892	29	21	describe	describe	VERB
bam-8892	29	22	lean	lean	ADJ
bam-8892	29	23	muscle	muscle	NOUN
bam-8892	29	24	,	,	PUNCT
bam-8892	29	25	and	and	CCONJ
bam-8892	29	26	three	three	NUM
bam-8892	29	27	that	that	PRON
bam-8892	29	28	describe	describe	VERB
bam-8892	29	29	water	water	NOUN
bam-8892	29	30	-	-	PUNCT
bam-8892	29	31	equivalent	equivalent	ADJ
bam-8892	29	32	loose	loose	ADJ
bam-8892	29	33	connective	connective	ADJ
bam-8892	29	34	tissue	tissue	NOUN
bam-8892	29	35	(	(	PUNCT
bam-8892	29	36	figure	figure	NOUN
bam-8892	29	37	1	1	NUM
bam-8892	29	38	)	)	PUNCT
bam-8892	29	39	.	.	PUNCT
bam-8892	30	1	machine	machine	NOUN
bam-8892	30	2	learning	learn	VERB
bam-8892	30	3	methodology	methodology	NOUN
bam-8892	30	4	tree	tree	NOUN
bam-8892	30	5	-	-	PUNCT
bam-8892	30	6	based	base	VERB
bam-8892	30	7	algorithms	algorithm	NOUN
bam-8892	30	8	are	be	AUX
bam-8892	30	9	considered	consider	VERB
bam-8892	30	10	for	for	SCONJ
bam-8892	30	11	ml	ml	PART
bam-8892	30	12	regression	regression	VERB
bam-8892	30	13	analysis	analysis	NOUN
bam-8892	30	14	;	;	PUNCT
bam-8892	30	15	in	in	ADP
bam-8892	30	16	particular	particular	ADJ
bam-8892	30	17	,	,	PUNCT
bam-8892	30	18	only	only	ADV
bam-8892	30	19	ensemble	ensemble	ADJ
bam-8892	30	20	learning	learning	NOUN
bam-8892	30	21	forms	form	NOUN
bam-8892	30	22	of	of	ADP
bam-8892	30	23	the	the	DET
bam-8892	30	24	decision	decision	NOUN
bam-8892	30	25	tree	tree	NOUN
bam-8892	30	26	are	be	AUX
bam-8892	30	27	employed	employ	VERB
bam-8892	30	28	.	.	PUNCT
bam-8892	31	1	this	this	DET
bam-8892	31	2	study	study	NOUN
bam-8892	31	3	compares	compare	VERB
bam-8892	31	4	four	four	NUM
bam-8892	31	5	of	of	ADP
bam-8892	31	6	these	these	DET
bam-8892	31	7	algorithms	algorithm	NOUN
bam-8892	31	8	:	:	PUNCT
bam-8892	31	9	random	random	ADJ
bam-8892	31	10	forest	forest	NOUN
bam-8892	31	11	(	(	PUNCT
bam-8892	31	12	rf),18	rf),18	NOUN
bam-8892	31	13	extra	extra	ADJ
bam-8892	31	14	tree	tree	NOUN
bam-8892	31	15	(	(	PUNCT
bam-8892	31	16	ex	ex	NOUN
bam-8892	31	17	-	-	ADJ
bam-8892	31	18	t),19	t),19	ADJ
bam-8892	31	19	adaboosting	adabooste	VERB
bam-8892	31	20	(	(	PUNCT
bam-8892	31	21	ada	ada	NOUN
bam-8892	31	22	-	-	PUNCT
bam-8892	31	23	b,)20	b,)20	PROPN
bam-8892	31	24	and	and	CCONJ
bam-8892	31	25	gradientboosting	gradientboosting	NOUN
bam-8892	31	26	(	(	PUNCT
bam-8892	31	27	grad	grad	NOUN
bam-8892	31	28	-	-	PUNCT
bam-8892	31	29	b).21	b).21	PROPN
bam-8892	31	30	python	python	NOUN
bam-8892	31	31	(	(	PUNCT
bam-8892	31	32	py	py	PROPN
bam-8892	31	33	)	)	PUNCT
bam-8892	31	34	was	be	AUX
bam-8892	31	35	used	use	VERB
bam-8892	31	36	as	as	ADP
bam-8892	31	37	a	a	DET
bam-8892	31	38	coding	code	VERB
bam-8892	31	39	language	language	NOUN
bam-8892	31	40	along	along	ADP
bam-8892	31	41	with	with	ADP
bam-8892	31	42	the	the	DET
bam-8892	31	43	relative	relative	ADJ
bam-8892	31	44	ml	ml	ADP
bam-8892	31	45	library	library	ADJ
bam-8892	31	46	scikit	scikit	NOUN
bam-8892	31	47	-	-	PUNCT
bam-8892	31	48	learn	learn	VERB
bam-8892	31	49	(	(	PUNCT
bam-8892	31	50	sl).22	sl).22	NOUN
bam-8892	31	51	to	to	PART
bam-8892	31	52	assess	assess	VERB
bam-8892	31	53	the	the	DET
bam-8892	31	54	performances	performance	NOUN
bam-8892	31	55	of	of	ADP
bam-8892	31	56	each	each	DET
bam-8892	31	57	prediction	prediction	NOUN
bam-8892	31	58	,	,	PUNCT
bam-8892	31	59	the	the	DET
bam-8892	31	60	coefficient	coefficient	NOUN
bam-8892	31	61	of	of	ADP
bam-8892	31	62	determination	determination	NOUN
bam-8892	31	63	(	(	PUNCT
bam-8892	31	64	r2	r2	PROPN
bam-8892	31	65	)	)	PUNCT
bam-8892	31	66	was	be	AUX
bam-8892	31	67	considered	consider	VERB
bam-8892	31	68	.	.	PUNCT
bam-8892	32	1	k	k	ADJ
bam-8892	32	2	-	-	ADJ
bam-8892	32	3	fold	fold	ADJ
bam-8892	32	4	cross	cross	NOUN
bam-8892	32	5	-	-	ADJ
bam-8892	32	6	validation	validation	NOUN
bam-8892	32	7	was	be	AUX
bam-8892	32	8	used	use	VERB
bam-8892	32	9	to	to	PART
bam-8892	32	10	visualize	visualize	VERB
bam-8892	32	11	all	all	DET
bam-8892	32	12	possible	possible	ADJ
bam-8892	32	13	r2	r2	NOUN
bam-8892	32	14	results	result	NOUN
bam-8892	32	15	using	use	VERB
bam-8892	32	16	8	8	NUM
bam-8892	32	17	,	,	PUNCT
bam-8892	32	18	12	12	NUM
bam-8892	32	19	,	,	PUNCT
bam-8892	32	20	16	16	NUM
bam-8892	32	21	,	,	PUNCT
bam-8892	32	22	or	or	CCONJ
bam-8892	32	23	18	18	NUM
bam-8892	32	24	folds	fold	NOUN
bam-8892	32	25	.	.	PUNCT
bam-8892	33	1	to	to	PART
bam-8892	33	2	obtain	obtain	VERB
bam-8892	33	3	the	the	DET
bam-8892	33	4	best	good	ADJ
bam-8892	33	5	results	result	NOUN
bam-8892	33	6	,	,	PUNCT
bam-8892	33	7	many	many	ADJ
bam-8892	33	8	different	different	ADJ
bam-8892	33	9	combinations	combination	NOUN
bam-8892	33	10	of	of	ADP
bam-8892	33	11	k	k	ADJ
bam-8892	33	12	-	-	ADJ
bam-8892	33	13	fold	fold	ADJ
bam-8892	33	14	divisions	division	NOUN
bam-8892	33	15	and	and	CCONJ
bam-8892	33	16	the	the	DET
bam-8892	33	17	four	four	NUM
bam-8892	33	18	tree	tree	NOUN
bam-8892	33	19	-	-	PUNCT
bam-8892	33	20	based	base	VERB
bam-8892	33	21	ml	ml	PROPN
bam-8892	33	22	algorithms	algorithm	NOUN
bam-8892	33	23	were	be	AUX
bam-8892	33	24	tested	test	VERB
bam-8892	33	25	,	,	PUNCT
bam-8892	33	26	using	use	VERB
bam-8892	33	27	the	the	DET
bam-8892	33	28	11	11	NUM
bam-8892	33	29	ntra	ntra	ADJ
bam-8892	33	30	parameters	parameter	NOUN
bam-8892	33	31	as	as	ADP
bam-8892	33	32	features	feature	NOUN
bam-8892	33	33	from	from	ADP
bam-8892	33	34	combining	combine	VERB
bam-8892	33	35	the	the	DET
bam-8892	33	36	two	two	NUM
bam-8892	33	37	ages	age	NOUN
bam-8892	33	38	-	-	PUNCT
bam-8892	33	39	reykjavík	reykjavík	NOUN
bam-8892	33	40	databases	database	NOUN
bam-8892	33	41	(	(	PUNCT
bam-8892	33	42	ages	age	NOUN
bam-8892	33	43	i+ii	i+ii	NOUN
bam-8892	33	44	)	)	PUNCT
bam-8892	33	45	.	.	PUNCT
bam-8892	34	1	as	as	ADP
bam-8892	34	2	an	an	DET
bam-8892	34	3	example	example	NOUN
bam-8892	34	4	,	,	PUNCT
bam-8892	34	5	using	use	VERB
bam-8892	34	6	the	the	DET
bam-8892	34	7	ntra	ntra	ADJ
bam-8892	34	8	features	feature	NOUN
bam-8892	34	9	with	with	ADP
bam-8892	34	10	a	a	DET
bam-8892	34	11	k	k	ADJ
bam-8892	34	12	-	-	ADJ
bam-8892	34	13	fold	fold	ADJ
bam-8892	34	14	division	division	NOUN
bam-8892	34	15	of	of	ADP
bam-8892	34	16	12	12	NUM
bam-8892	34	17	sets	set	NOUN
bam-8892	34	18	with	with	ADP
bam-8892	34	19	the	the	DET
bam-8892	34	20	grad	grad	NOUN
bam-8892	34	21	-	-	PUNCT
bam-8892	34	22	b	b	PROPN
bam-8892	34	23	algorithm	algorithm	NOUN
bam-8892	34	24	resulted	result	VERB
bam-8892	35	1	in12	in12	PROPN
bam-8892	35	2	total	total	ADJ
bam-8892	35	3	r2	r2	NOUN
bam-8892	35	4	values	value	NOUN
bam-8892	35	5	obtained	obtain	VERB
bam-8892	35	6	for	for	ADP
bam-8892	35	7	comparison	comparison	NOUN
bam-8892	35	8	.	.	PUNCT
bam-8892	36	1	results	result	NOUN
bam-8892	36	2	and	and	CCONJ
bam-8892	36	3	discussion	discussion	NOUN
bam-8892	36	4	table	table	NOUN
bam-8892	36	5	1	1	NUM
bam-8892	36	6	contains	contain	VERB
bam-8892	36	7	the	the	DET
bam-8892	36	8	mean	mean	NOUN
bam-8892	36	9	and	and	CCONJ
bam-8892	36	10	max	max	PROPN
bam-8892	36	11	r2	r2	PROPN
bam-8892	36	12	values	value	NOUN
bam-8892	36	13	for	for	ADP
bam-8892	36	14	bmi	bmi	NOUN
bam-8892	36	15	classification	classification	NOUN
bam-8892	36	16	comparing	compare	VERB
bam-8892	36	17	the	the	DET
bam-8892	36	18	four	four	NUM
bam-8892	36	19	ml	ml	NOUN
bam-8892	36	20	algorithms	algorithm	NOUN
bam-8892	36	21	,	,	PUNCT
bam-8892	36	22	with	with	ADP
bam-8892	36	23	all	all	DET
bam-8892	36	24	combinations	combination	NOUN
bam-8892	36	25	of	of	ADP
bam-8892	36	26	feature	feature	NOUN
bam-8892	36	27	selections	selection	NOUN
bam-8892	36	28	and	and	CCONJ
bam-8892	36	29	k	k	ADJ
bam-8892	36	30	-	-	ADJ
bam-8892	36	31	fold	fold	ADJ
bam-8892	36	32	divisions	division	NOUN
bam-8892	36	33	shown	show	VERB
bam-8892	36	34	.	.	PUNCT
bam-8892	37	1	the	the	DET
bam-8892	37	2	highest	high	ADJ
bam-8892	37	3	r2	r2	NOUN
bam-8892	37	4	of	of	ADP
bam-8892	37	5	0.8305	0.8305	NUM
bam-8892	37	6	was	be	AUX
bam-8892	37	7	obtained	obtain	VERB
bam-8892	37	8	using	use	VERB
bam-8892	37	9	the	the	DET
bam-8892	37	10	grad	grad	NOUN
bam-8892	37	11	-	-	PUNCT
bam-8892	37	12	b	b	NOUN
bam-8892	37	13	algorithm	algorithm	NOUN
bam-8892	37	14	with	with	ADP
bam-8892	37	15	200	200	NUM
bam-8892	37	16	estimators	estimator	NOUN
bam-8892	37	17	combined	combine	VERB
bam-8892	37	18	with	with	ADP
bam-8892	37	19	ntra	ntra	ADJ
bam-8892	37	20	features	feature	NOUN
bam-8892	37	21	and	and	CCONJ
bam-8892	37	22	a	a	DET
bam-8892	37	23	k	k	NOUN
bam-8892	37	24	-	-	ADJ
bam-8892	37	25	fold	fold	NOUN
bam-8892	37	26	of	of	ADP
bam-8892	37	27	16	16	NUM
bam-8892	37	28	.	.	PUNCT
bam-8892	38	1	from	from	ADP
bam-8892	38	2	regression	regression	NOUN
bam-8892	38	3	,	,	PUNCT
bam-8892	38	4	the	the	DET
bam-8892	38	5	most	most	ADV
bam-8892	38	6	important	important	ADJ
bam-8892	38	7	ntra	ntra	ADJ
bam-8892	38	8	parameters	parameter	NOUN
bam-8892	38	9	were	be	AUX
bam-8892	38	10	connective	connective	ADJ
bam-8892	38	11	and	and	CCONJ
bam-8892	38	12	fat	fat	ADJ
bam-8892	38	13	amplitudes	amplitude	NOUN
bam-8892	38	14	:	:	PUNCT
bam-8892	38	15	these	these	PRON
bam-8892	38	16	always	always	ADV
bam-8892	38	17	accounted	account	VERB
bam-8892	38	18	for	for	ADP
bam-8892	38	19	more	more	ADJ
bam-8892	38	20	than	than	ADP
bam-8892	38	21	50	50	NUM
bam-8892	38	22	%	%	NOUN
bam-8892	38	23	of	of	ADP
bam-8892	38	24	the	the	DET
bam-8892	38	25	total	total	ADJ
bam-8892	38	26	feature	feature	NOUN
bam-8892	38	27	importance	importance	NOUN
bam-8892	38	28	.	.	PUNCT
bam-8892	39	1	table	table	NOUN
bam-8892	39	2	2	2	NUM
bam-8892	39	3	shows	show	VERB
bam-8892	39	4	the	the	DET
bam-8892	39	5	r2	r2	PROPN
bam-8892	39	6	results	result	NOUN
bam-8892	39	7	from	from	ADP
bam-8892	39	8	iso	iso	PROPN
bam-8892	39	9	regression	regression	NOUN
bam-8892	39	10	.	.	PUNCT
bam-8892	40	1	the	the	DET
bam-8892	40	2	maximum	maximum	ADJ
bam-8892	40	3	mean	mean	NOUN
bam-8892	40	4	r2	r2	NOUN
bam-8892	40	5	value	value	NOUN
bam-8892	40	6	was	be	AUX
bam-8892	40	7	obtained	obtain	VERB
bam-8892	40	8	from	from	ADP
bam-8892	40	9	grad	grad	NOUN
bam-8892	40	10	-	-	PUNCT
bam-8892	40	11	b	b	PROPN
bam-8892	40	12	(	(	PUNCT
bam-8892	40	13	0.536	0.536	NUM
bam-8892	40	14	)	)	PUNCT
bam-8892	40	15	,	,	PUNCT
bam-8892	40	16	but	but	CCONJ
bam-8892	40	17	the	the	DET
bam-8892	40	18	greatest	great	ADJ
bam-8892	40	19	maximum	maximum	ADJ
bam-8892	40	20	r2	r2	PROPN
bam-8892	40	21	value	value	NOUN
bam-8892	40	22	(	(	PUNCT
bam-8892	40	23	0.614	0.614	NUM
bam-8892	40	24	)	)	PUNCT
bam-8892	40	25	resulted	result	VERB
bam-8892	40	26	from	from	ADP
bam-8892	40	27	the	the	DET
bam-8892	40	28	ext	ext	NOUN
bam-8892	40	29	algorithm	algorithm	NOUN
bam-8892	40	30	.	.	PUNCT
bam-8892	41	1	muscle	muscle	NOUN
bam-8892	41	2	amplitude	amplitude	NOUN
bam-8892	41	3	accounted	account	VERB
bam-8892	41	4	for	for	ADP
bam-8892	41	5	nearly	nearly	ADV
bam-8892	41	6	50	50	NUM
bam-8892	41	7	%	%	NOUN
bam-8892	41	8	of	of	ADP
bam-8892	41	9	the	the	DET
bam-8892	41	10	total	total	ADJ
bam-8892	41	11	feature	feature	NOUN
bam-8892	41	12	importance	importance	NOUN
bam-8892	41	13	,	,	PUNCT
bam-8892	41	14	while	while	SCONJ
bam-8892	41	15	all	all	DET
bam-8892	41	16	three	three	NUM
bam-8892	41	17	connective	connective	ADJ
bam-8892	41	18	fig	fig	NOUN
bam-8892	41	19	1	1	NUM
bam-8892	41	20	.	.	PUNCT
bam-8892	42	1	the	the	DET
bam-8892	42	2	11	11	NUM
bam-8892	42	3	ntra	ntra	ADJ
bam-8892	42	4	parameters	parameter	NOUN
bam-8892	42	5	represented	represent	VERB
bam-8892	42	6	on	on	ADP
bam-8892	42	7	their	their	PRON
bam-8892	42	8	three	three	NUM
bam-8892	42	9	respective	respective	ADJ
bam-8892	42	10	pdf	pdf	NOUN
bam-8892	42	11	’s	’s	NOUN
bam-8892	42	12	.	.	PUNCT
bam-8892	43	1	n	n	PRON
bam-8892	43	2	defines	define	VERB
bam-8892	43	3	the	the	DET
bam-8892	43	4	distribution	distribution	NOUN
bam-8892	43	5	amplitude	amplitude	NOUN
bam-8892	43	6	,	,	PUNCT
bam-8892	43	7	μ	μ	PROPN
bam-8892	43	8	is	be	AUX
bam-8892	43	9	the	the	DET
bam-8892	43	10	peak	peak	NOUN
bam-8892	43	11	location	location	NOUN
bam-8892	43	12	,	,	PUNCT
bam-8892	43	13	σ	σ	PROPN
bam-8892	43	14	is	be	AUX
bam-8892	43	15	the	the	DET
bam-8892	43	16	distribution	distribution	NOUN
bam-8892	43	17	width	width	NOUN
bam-8892	43	18	,	,	PUNCT
bam-8892	43	19	and	and	CCONJ
bam-8892	43	20	α	α	PRON
bam-8892	43	21	is	be	AUX
bam-8892	43	22	the	the	DET
bam-8892	43	23	distribution	distribution	NOUN
bam-8892	43	24	’s	’s	PART
bam-8892	43	25	skewness	skewness	NOUN
bam-8892	43	26	.	.	PUNCT
bam-8892	44	1	machine	machine	NOUN
bam-8892	44	2	learning	learn	VERB
bam-8892	44	3	on	on	ADP
bam-8892	44	4	radiodensitometric	radiodensitometric	ADJ
bam-8892	44	5	distributions	distribution	NOUN
bam-8892	44	6	from	from	ADP
bam-8892	44	7	ct	ct	PROPN
bam-8892	44	8	eur	eur	PROPN
bam-8892	44	9	j	j	PROPN
bam-8892	44	10	translmyol	translmyol	NOUN
bam-8892	44	11	30	30	NUM
bam-8892	44	12	(	(	PUNCT
bam-8892	44	13	1	1	NUM
bam-8892	44	14	):	):	PUNCT
bam-8892	44	15	121	121	NUM
bam-8892	44	16	-	-	SYM
bam-8892	44	17	124	124	NUM
bam-8892	44	18	,	,	PUNCT
bam-8892	44	19	2020	2020	NUM
bam-8892	44	20	3	3	NUM
bam-8892	44	21	tissue	tissue	NOUN
bam-8892	44	22	parameters	parameter	NOUN
bam-8892	44	23	–	–	PUNCT
bam-8892	44	24	particularly	particularly	ADV
bam-8892	44	25	the	the	DET
bam-8892	44	26	location	location	NOUN
bam-8892	44	27	–	–	PUNCT
bam-8892	44	28	also	also	ADV
bam-8892	44	29	yielded	yield	VERB
bam-8892	44	30	high	high	ADJ
bam-8892	44	31	predictive	predictive	ADJ
bam-8892	44	32	value	value	NOUN
bam-8892	44	33	.	.	PUNCT
bam-8892	45	1	these	these	DET
bam-8892	45	2	results	result	NOUN
bam-8892	45	3	strengthen	strengthen	VERB
bam-8892	45	4	those	those	PRON
bam-8892	45	5	achieved	achieve	VERB
bam-8892	45	6	with	with	ADP
bam-8892	45	7	bmi	bmi	PROPN
bam-8892	45	8	classification	classification	NOUN
bam-8892	45	9	:	:	PUNCT
bam-8892	45	10	connective	connective	ADJ
bam-8892	45	11	tissue	tissue	NOUN
bam-8892	45	12	is	be	AUX
bam-8892	45	13	significant	significant	ADJ
bam-8892	45	14	as	as	ADP
bam-8892	45	15	a	a	DET
bam-8892	45	16	predictor	predictor	NOUN
bam-8892	45	17	and	and	CCONJ
bam-8892	45	18	should	should	AUX
bam-8892	45	19	be	be	AUX
bam-8892	45	20	considered	consider	VERB
bam-8892	45	21	as	as	ADP
bam-8892	45	22	a	a	DET
bam-8892	45	23	main	main	ADJ
bam-8892	45	24	feature	feature	NOUN
bam-8892	45	25	for	for	ADP
bam-8892	45	26	further	further	ADJ
bam-8892	45	27	soft	soft	ADJ
bam-8892	45	28	tissue	tissue	NOUN
bam-8892	45	29	investigations	investigation	NOUN
bam-8892	45	30	.	.	PUNCT
bam-8892	46	1	the	the	DET
bam-8892	46	2	present	present	ADJ
bam-8892	46	3	study	study	NOUN
bam-8892	46	4	illustrates	illustrate	VERB
bam-8892	46	5	excellent	excellent	ADJ
bam-8892	46	6	results	result	NOUN
bam-8892	46	7	in	in	ADP
bam-8892	46	8	using	use	VERB
bam-8892	46	9	ntra	ntra	ADJ
bam-8892	46	10	parameters	parameter	NOUN
bam-8892	46	11	to	to	PART
bam-8892	46	12	classify	classify	VERB
bam-8892	46	13	bmi	bmi	NOUN
bam-8892	46	14	and	and	CCONJ
bam-8892	46	15	iso	iso	NOUN
bam-8892	46	16	in	in	ADP
bam-8892	46	17	aging	age	VERB
bam-8892	46	18	subjects	subject	NOUN
bam-8892	46	19	.	.	PUNCT
bam-8892	47	1	in	in	ADP
bam-8892	47	2	particular	particular	ADJ
bam-8892	47	3	,	,	PUNCT
bam-8892	47	4	tree	tree	NOUN
bam-8892	47	5	-	-	PUNCT
bam-8892	47	6	based	base	VERB
bam-8892	47	7	ml	ml	PROPN
bam-8892	47	8	algorithms	algorithm	NOUN
bam-8892	47	9	gave	give	VERB
bam-8892	47	10	the	the	DET
bam-8892	47	11	best	good	ADJ
bam-8892	47	12	results	result	NOUN
bam-8892	47	13	,	,	PUNCT
bam-8892	47	14	but	but	CCONJ
bam-8892	47	15	future	future	ADJ
bam-8892	47	16	exploration	exploration	NOUN
bam-8892	47	17	of	of	ADP
bam-8892	47	18	other	other	ADJ
bam-8892	47	19	ml	ml	NOUN
bam-8892	47	20	algorithms	algorithm	NOUN
bam-8892	47	21	should	should	AUX
bam-8892	47	22	be	be	AUX
bam-8892	47	23	done	do	VERB
bam-8892	47	24	to	to	PART
bam-8892	47	25	confirm	confirm	VERB
bam-8892	47	26	and/or	and/or	CCONJ
bam-8892	47	27	extend	extend	VERB
bam-8892	47	28	the	the	DET
bam-8892	47	29	results	result	NOUN
bam-8892	47	30	achieved	achieve	VERB
bam-8892	47	31	here	here	ADV
bam-8892	47	32	.	.	PUNCT
bam-8892	48	1	the	the	DET
bam-8892	48	2	feature	feature	NOUN
bam-8892	48	3	importance	importance	NOUN
bam-8892	48	4	results	result	NOUN
bam-8892	48	5	for	for	ADP
bam-8892	48	6	bmi	bmi	NOUN
bam-8892	48	7	and	and	CCONJ
bam-8892	48	8	iso	iso	NOUN
bam-8892	48	9	are	be	AUX
bam-8892	48	10	particularly	particularly	ADV
bam-8892	48	11	relevant	relevant	ADJ
bam-8892	48	12	:	:	PUNCT
bam-8892	48	13	those	those	PRON
bam-8892	48	14	obtained	obtain	VERB
bam-8892	48	15	from	from	ADP
bam-8892	48	16	the	the	DET
bam-8892	48	17	three	three	NUM
bam-8892	48	18	connective	connective	ADJ
bam-8892	48	19	tissue	tissue	NOUN
bam-8892	48	20	parameters	parameter	NOUN
bam-8892	48	21	deserve	deserve	VERB
bam-8892	48	22	additional	additional	ADJ
bam-8892	48	23	discussion	discussion	NOUN
bam-8892	48	24	.	.	PUNCT
bam-8892	49	1	much	much	ADJ
bam-8892	49	2	importance	importance	NOUN
bam-8892	49	3	is	be	AUX
bam-8892	49	4	typically	typically	ADV
bam-8892	49	5	given	give	VERB
bam-8892	49	6	to	to	ADP
bam-8892	49	7	the	the	DET
bam-8892	49	8	dimetric	dimetric	ADJ
bam-8892	49	9	comparison	comparison	NOUN
bam-8892	49	10	of	of	ADP
bam-8892	49	11	muscle	muscle	NOUN
bam-8892	49	12	and	and	CCONJ
bam-8892	49	13	fat	fat	ADJ
bam-8892	49	14	tissue	tissue	NOUN
bam-8892	49	15	in	in	ADP
bam-8892	49	16	ct	ct	PROPN
bam-8892	49	17	scan	scan	NOUN
bam-8892	49	18	analyses	analysis	NOUN
bam-8892	49	19	,	,	PUNCT
bam-8892	49	20	but	but	CCONJ
bam-8892	49	21	the	the	DET
bam-8892	49	22	present	present	ADJ
bam-8892	49	23	results	result	NOUN
bam-8892	49	24	strongly	strongly	ADV
bam-8892	49	25	suggest	suggest	VERB
bam-8892	49	26	that	that	SCONJ
bam-8892	49	27	soft	soft	ADJ
bam-8892	49	28	tissue	tissue	NOUN
bam-8892	49	29	assessment	assessment	NOUN
bam-8892	49	30	and	and	CCONJ
bam-8892	49	31	predictive	predictive	ADJ
bam-8892	49	32	analysis	analysis	NOUN
bam-8892	49	33	should	should	AUX
bam-8892	49	34	additionally	additionally	ADV
bam-8892	49	35	consider	consider	VERB
bam-8892	49	36	water	water	NOUN
bam-8892	49	37	-	-	PUNCT
bam-8892	49	38	equivalent	equivalent	ADJ
bam-8892	49	39	loose	loose	ADJ
bam-8892	49	40	connective	connective	ADJ
bam-8892	49	41	tissue	tissue	NOUN
bam-8892	49	42	,	,	PUNCT
bam-8892	49	43	which	which	PRON
bam-8892	49	44	may	may	AUX
bam-8892	49	45	actually	actually	ADV
bam-8892	49	46	yield	yield	VERB
bam-8892	49	47	the	the	DET
bam-8892	49	48	strongest	strong	ADJ
bam-8892	49	49	predictive	predictive	ADJ
bam-8892	49	50	capacity	capacity	NOUN
bam-8892	49	51	in	in	ADP
bam-8892	49	52	some	some	DET
bam-8892	49	53	applications	application	NOUN
bam-8892	49	54	,	,	PUNCT
bam-8892	49	55	as	as	SCONJ
bam-8892	49	56	evidenced	evidence	VERB
bam-8892	49	57	by	by	ADP
bam-8892	49	58	their	their	PRON
bam-8892	49	59	high	high	ADJ
bam-8892	49	60	relative	relative	ADJ
bam-8892	49	61	feature	feature	NOUN
bam-8892	49	62	importance	importance	NOUN
bam-8892	49	63	here	here	ADV
bam-8892	49	64	for	for	ADP
bam-8892	49	65	bmi	bmi	NOUN
bam-8892	49	66	and	and	CCONJ
bam-8892	49	67	iso	iso	NOUN
bam-8892	49	68	.	.	PUNCT
bam-8892	50	1	the	the	DET
bam-8892	50	2	use	use	NOUN
bam-8892	50	3	of	of	ADP
bam-8892	50	4	ntra	ntra	ADJ
bam-8892	50	5	parameters	parameter	NOUN
bam-8892	50	6	as	as	ADP
bam-8892	50	7	predictive	predictive	ADJ
bam-8892	50	8	features	feature	NOUN
bam-8892	50	9	for	for	ADP
bam-8892	50	10	aging	age	VERB
bam-8892	50	11	subjects	subject	NOUN
bam-8892	50	12	should	should	AUX
bam-8892	50	13	be	be	AUX
bam-8892	50	14	extended	extend	VERB
bam-8892	50	15	to	to	ADP
bam-8892	50	16	other	other	ADJ
bam-8892	50	17	physiological	physiological	ADJ
bam-8892	50	18	measurements	measurement	NOUN
bam-8892	50	19	in	in	ADP
bam-8892	50	20	future	future	ADJ
bam-8892	50	21	work	work	NOUN
bam-8892	50	22	exploring	explore	VERB
bam-8892	50	23	the	the	DET
bam-8892	50	24	agesreykjavík	agesreykjavík	ADJ
bam-8892	50	25	database	database	NOUN
bam-8892	50	26	.	.	PUNCT
bam-8892	51	1	further	further	ADJ
bam-8892	51	2	investigation	investigation	NOUN
bam-8892	51	3	of	of	ADP
bam-8892	51	4	the	the	DET
bam-8892	51	5	connections	connection	NOUN
bam-8892	51	6	between	between	ADP
bam-8892	51	7	these	these	DET
bam-8892	51	8	parameters	parameter	NOUN
bam-8892	51	9	and	and	CCONJ
bam-8892	51	10	their	their	PRON
bam-8892	51	11	related	relate	VERB
bam-8892	51	12	risk	risk	NOUN
bam-8892	51	13	factors	factor	NOUN
bam-8892	51	14	could	could	AUX
bam-8892	51	15	further	far	ADV
bam-8892	51	16	extend	extend	VERB
bam-8892	51	17	the	the	DET
bam-8892	51	18	field	field	NOUN
bam-8892	51	19	of	of	ADP
bam-8892	51	20	translational	translational	ADJ
bam-8892	51	21	myology	myology	NOUN
bam-8892	51	22	into	into	ADP
bam-8892	51	23	the	the	DET
bam-8892	51	24	discussion	discussion	NOUN
bam-8892	51	25	of	of	ADP
bam-8892	51	26	sarcopenic	sarcopenic	ADJ
bam-8892	51	27	muscle	muscle	NOUN
bam-8892	51	28	degeneration	degeneration	NOUN
bam-8892	51	29	and	and	CCONJ
bam-8892	51	30	its	its	PRON
bam-8892	51	31	downstream	downstream	ADJ
bam-8892	51	32	effects	effect	NOUN
bam-8892	51	33	on	on	ADP
bam-8892	51	34	aging	age	VERB
bam-8892	51	35	health	health	NOUN
bam-8892	51	36	.	.	PUNCT
bam-8892	52	1	the	the	DET
bam-8892	52	2	present	present	ADJ
bam-8892	52	3	study	study	NOUN
bam-8892	52	4	provides	provide	VERB
bam-8892	52	5	an	an	DET
bam-8892	52	6	original	original	ADJ
bam-8892	52	7	approach	approach	NOUN
bam-8892	52	8	to	to	PART
bam-8892	52	9	study	study	VERB
bam-8892	52	10	the	the	DET
bam-8892	52	11	correlation	correlation	NOUN
bam-8892	52	12	between	between	ADP
bam-8892	52	13	physiological	physiological	ADJ
bam-8892	52	14	parameters	parameter	NOUN
bam-8892	52	15	such	such	ADJ
bam-8892	52	16	as	as	ADP
bam-8892	52	17	bmi	bmi	NOUN
bam-8892	52	18	and	and	CCONJ
bam-8892	52	19	iso	iso	NOUN
bam-8892	52	20	and	and	CCONJ
bam-8892	52	21	ct	ct	NOUN
bam-8892	52	22	-	-	PUNCT
bam-8892	52	23	based	base	VERB
bam-8892	52	24	imaging	imaging	NOUN
bam-8892	52	25	,	,	PUNCT
bam-8892	52	26	through	through	ADP
bam-8892	52	27	the	the	DET
bam-8892	52	28	use	use	NOUN
bam-8892	52	29	of	of	ADP
bam-8892	52	30	ai	ai	PROPN
bam-8892	52	31	technologies	technology	NOUN
bam-8892	52	32	.	.	PUNCT
bam-8892	53	1	list	list	NOUN
bam-8892	53	2	of	of	ADP
bam-8892	53	3	acronyms	acronyms	PROPN
bam-8892	53	4	ada	ada	PROPN
bam-8892	53	5	-	-	PUNCT
bam-8892	53	6	b	b	PROPN
bam-8892	53	7	adaboosting	adabooste	VERB
bam-8892	53	8	ages	age	NOUN
bam-8892	53	9	age	age	NOUN
bam-8892	53	10	gene	gene	NOUN
bam-8892	53	11	/	/	SYM
bam-8892	53	12	environment	environment	NOUN
bam-8892	53	13	susceptibility	susceptibility	NOUN
bam-8892	53	14	study	study	NOUN
bam-8892	53	15	ai	ai	VERB
bam-8892	53	16	artificial	artificial	ADJ
bam-8892	53	17	intelligence	intelligence	NOUN
bam-8892	53	18	bmi	bmi	NOUN
bam-8892	53	19	body	body	PROPN
bam-8892	53	20	mass	mass	PROPN
bam-8892	53	21	index	index	NOUN
bam-8892	53	22	ct	ct	PROPN
bam-8892	53	23	computed	compute	VERB
bam-8892	53	24	tomography	tomography	NOUN
bam-8892	53	25	ex	ex	PROPN
bam-8892	53	26	-	-	PROPN
bam-8892	53	27	t	t	ADJ
bam-8892	53	28	extra	extra	ADJ
bam-8892	53	29	tree	tree	NOUN
bam-8892	53	30	grad	grad	PROPN
bam-8892	53	31	-	-	PUNCT
bam-8892	53	32	b	b	NOUN
bam-8892	53	33	gradient	gradient	NOUN
bam-8892	53	34	-	-	PUNCT
bam-8892	53	35	boosting	boost	VERB
bam-8892	53	36	hu	hu	PROPN
bam-8892	53	37	hounsfield	hounsfield	PROPN
bam-8892	53	38	unit	unit	NOUN
bam-8892	53	39	iso	iso	PROPN
bam-8892	53	40	isometric	isometric	PROPN
bam-8892	53	41	leg	leg	NOUN
bam-8892	53	42	strength	strength	NOUN
bam-8892	53	43	ml	ml	ADP
bam-8892	54	1	machine	machine	NOUN
bam-8892	54	2	learning	learn	VERB
bam-8892	54	3	ntra	ntra	ADJ
bam-8892	54	4	nonlinear	nonlinear	PROPN
bam-8892	54	5	trimodal	trimodal	PROPN
bam-8892	54	6	regression	regression	PROPN
bam-8892	54	7	analysis	analysis	NOUN
bam-8892	54	8	pdf	pdf	NOUN
bam-8892	54	9	probability	probability	NOUN
bam-8892	54	10	density	density	NOUN
bam-8892	54	11	functions	function	NOUN
bam-8892	54	12	r2	r2	NOUN
bam-8892	54	13	coefficient	coefficient	NOUN
bam-8892	54	14	of	of	ADP
bam-8892	54	15	determination	determination	NOUN
bam-8892	54	16	rf	rf	VERB
bam-8892	54	17	random	random	ADJ
bam-8892	54	18	forest	forest	NOUN
bam-8892	54	19	author	author	NOUN
bam-8892	54	20	contributions	contribution	NOUN
bam-8892	54	21	cr	cr	PROPN
bam-8892	54	22	was	be	AUX
bam-8892	54	23	the	the	DET
bam-8892	54	24	primary	primary	ADJ
bam-8892	54	25	author	author	NOUN
bam-8892	54	26	for	for	ADP
bam-8892	54	27	the	the	DET
bam-8892	54	28	present	present	ADJ
bam-8892	54	29	work	work	NOUN
bam-8892	54	30	.	.	PUNCT
bam-8892	55	1	kje	kje	NOUN
bam-8892	55	2	and	and	CCONJ
bam-8892	55	3	mkg	mkg	NOUN
bam-8892	55	4	performed	perform	VERB
bam-8892	55	5	the	the	DET
bam-8892	55	6	ntra	ntra	ADJ
bam-8892	55	7	analyses	analysis	NOUN
bam-8892	55	8	and	and	CCONJ
bam-8892	55	9	extracted	extract	VERB
bam-8892	55	10	relevant	relevant	ADJ
bam-8892	55	11	data	datum	NOUN
bam-8892	55	12	from	from	ADP
bam-8892	55	13	the	the	DET
bam-8892	55	14	ages	age	NOUN
bam-8892	55	15	-	-	PUNCT
bam-8892	55	16	reykjavík	reykjavík	NOUN
bam-8892	55	17	dataset	dataset	NOUN
bam-8892	55	18	.	.	PUNCT
bam-8892	56	1	mr	mr	PROPN
bam-8892	56	2	and	and	CCONJ
bam-8892	56	3	cr	cr	PROPN
bam-8892	56	4	performed	perform	VERB
bam-8892	56	5	additional	additional	ADJ
bam-8892	56	6	calculations	calculation	NOUN
bam-8892	56	7	and	and	CCONJ
bam-8892	56	8	all	all	DET
bam-8892	56	9	ml	ml	ADP
bam-8892	56	10	modelling	model	VERB
bam-8892	56	11	tasks	task	NOUN
bam-8892	56	12	.	.	PUNCT
bam-8892	57	1	uc	uc	PROPN
bam-8892	57	2	contributed	contribute	VERB
bam-8892	57	3	his	his	PRON
bam-8892	57	4	knowledge	knowledge	NOUN
bam-8892	57	5	of	of	ADP
bam-8892	57	6	muscles	muscle	NOUN
bam-8892	57	7	and	and	CCONJ
bam-8892	57	8	of	of	ADP
bam-8892	57	9	the	the	DET
bam-8892	57	10	field	field	NOUN
bam-8892	57	11	of	of	ADP
bam-8892	57	12	translational	translational	ADJ
bam-8892	57	13	myology	myology	NOUN
bam-8892	57	14	.	.	PUNCT
bam-8892	58	1	pg	pg	PROPN
bam-8892	58	2	supervised	supervise	VERB
bam-8892	58	3	and	and	CCONJ
bam-8892	58	4	coordinated	coordinate	VERB
bam-8892	58	5	the	the	DET
bam-8892	58	6	entire	entire	ADJ
bam-8892	58	7	study	study	NOUN
bam-8892	58	8	.	.	PUNCT
bam-8892	59	1	all	all	DET
bam-8892	59	2	authors	author	NOUN
bam-8892	59	3	contributed	contribute	VERB
bam-8892	59	4	to	to	ADP
bam-8892	59	5	editing	edit	VERB
bam-8892	59	6	and	and	CCONJ
bam-8892	59	7	revising	revise	VERB
bam-8892	59	8	the	the	DET
bam-8892	59	9	typescript	typescript	NOUN
bam-8892	59	10	.	.	PUNCT
bam-8892	60	1	acknowledgments	acknowledgment	NOUN
bam-8892	60	2	the	the	DET
bam-8892	60	3	authors	author	NOUN
bam-8892	60	4	wish	wish	VERB
bam-8892	60	5	to	to	PART
bam-8892	60	6	thank	thank	VERB
bam-8892	60	7	the	the	DET
bam-8892	60	8	university	university	NOUN
bam-8892	60	9	hospital	hospital	NOUN
bam-8892	60	10	landspitali	landspitali	VERB
bam-8892	60	11	in	in	ADP
bam-8892	60	12	reykjavík	reykjavík	NOUN
bam-8892	60	13	for	for	ADP
bam-8892	60	14	infrastructural	infrastructural	ADJ
bam-8892	60	15	support	support	NOUN
bam-8892	60	16	.	.	PUNCT
bam-8892	61	1	funding	fund	VERB
bam-8892	61	2	none	none	NOUN
bam-8892	61	3	.	.	PUNCT
bam-8892	62	1	conflicts	conflict	NOUN
bam-8892	62	2	of	of	ADP
bam-8892	62	3	interest	interest	NOUN
bam-8892	62	4	the	the	DET
bam-8892	62	5	authors	author	NOUN
bam-8892	62	6	declare	declare	VERB
bam-8892	62	7	they	they	PRON
bam-8892	62	8	have	have	VERB
bam-8892	62	9	no	no	DET
bam-8892	62	10	conflicts	conflict	NOUN
bam-8892	62	11	of	of	ADP
bam-8892	62	12	interest	interest	NOUN
bam-8892	62	13	.	.	PUNCT
bam-8892	63	1	data	datum	NOUN
bam-8892	63	2	availability	availability	NOUN
bam-8892	63	3	statement	statement	NOUN
bam-8892	63	4	the	the	DET
bam-8892	63	5	ages	age	NOUN
bam-8892	63	6	i	i	PRON
bam-8892	63	7	-	-	PUNCT
bam-8892	63	8	ii	ii	PROPN
bam-8892	63	9	dataset	dataset	NOUN
bam-8892	63	10	can	can	AUX
bam-8892	63	11	not	not	PART
bam-8892	63	12	be	be	AUX
bam-8892	63	13	made	make	VERB
bam-8892	63	14	publicly	publicly	ADV
bam-8892	63	15	available	available	ADJ
bam-8892	63	16	,	,	PUNCT
bam-8892	63	17	since	since	SCONJ
bam-8892	63	18	the	the	DET
bam-8892	63	19	informed	informed	ADJ
bam-8892	63	20	consent	consent	NOUN
bam-8892	63	21	signed	sign	VERB
bam-8892	63	22	by	by	ADP
bam-8892	63	23	the	the	DET
bam-8892	63	24	participants	participant	NOUN
bam-8892	63	25	prohibits	prohibit	VERB
bam-8892	63	26	data	datum	NOUN
bam-8892	63	27	sharing	share	VERB
bam-8892	63	28	on	on	ADP
bam-8892	63	29	an	an	DET
bam-8892	63	30	individual	individual	ADJ
bam-8892	63	31	level	level	NOUN
bam-8892	63	32	,	,	PUNCT
bam-8892	63	33	as	as	SCONJ
bam-8892	63	34	outlined	outline	VERB
bam-8892	63	35	by	by	ADP
bam-8892	63	36	the	the	DET
bam-8892	63	37	study	study	NOUN
bam-8892	63	38	approval	approval	NOUN
bam-8892	63	39	by	by	ADP
bam-8892	63	40	the	the	DET
bam-8892	63	41	icelandic	icelandic	ADJ
bam-8892	63	42	national	national	PROPN
bam-8892	63	43	bioethics	bioethics	PROPN
bam-8892	63	44	committee	committee	PROPN
bam-8892	63	45	.	.	PUNCT
bam-8892	64	1	requests	request	NOUN
bam-8892	64	2	for	for	ADP
bam-8892	64	3	these	these	DET
bam-8892	64	4	data	datum	NOUN
bam-8892	64	5	may	may	AUX
bam-8892	64	6	be	be	AUX
bam-8892	64	7	sent	send	VERB
bam-8892	64	8	to	to	ADP
bam-8892	64	9	the	the	DET
bam-8892	64	10	ages	age	NOUN
bam-8892	64	11	-	-	PUNCT
bam-8892	64	12	reykjavik	reykjavik	PROPN
bam-8892	64	13	study	study	PROPN
bam-8892	64	14	executive	executive	PROPN
bam-8892	64	15	committee	committee	NOUN
bam-8892	64	16	,	,	PUNCT
bam-8892	64	17	contact	contact	NOUN
bam-8892	64	18	:	:	PUNCT
bam-8892	64	19	ms	ms	PROPN
bam-8892	64	20	.	.	PROPN
bam-8892	64	21	gudny	gudny	PROPN
bam-8892	64	22	eiriksdottir	eiriksdottir	PROPN
bam-8892	64	23	,	,	PUNCT
bam-8892	64	24	gudny@hjarta.is	gudny@hjarta.is	PROPN
bam-8892	64	25	.	.	PUNCT
bam-8892	65	1	ethical	ethical	ADJ
bam-8892	65	2	participation	participation	NOUN
bam-8892	65	3	statement	statement	NOUN
bam-8892	65	4	we	we	PRON
bam-8892	65	5	confirm	confirm	VERB
bam-8892	65	6	that	that	SCONJ
bam-8892	65	7	we	we	PRON
bam-8892	65	8	have	have	AUX
bam-8892	65	9	read	read	VERB
bam-8892	65	10	the	the	DET
bam-8892	65	11	journal	journal	NOUN
bam-8892	65	12	’s	’s	PART
bam-8892	65	13	position	position	NOUN
bam-8892	65	14	on	on	ADP
bam-8892	65	15	ethical	ethical	ADJ
bam-8892	65	16	issues	issue	NOUN
bam-8892	65	17	involved	involve	VERB
bam-8892	65	18	in	in	ADP
bam-8892	65	19	publication	publication	NOUN
bam-8892	65	20	and	and	CCONJ
bam-8892	65	21	affirm	affirm	NOUN
bam-8892	65	22	that	that	SCONJ
bam-8892	65	23	this	this	DET
bam-8892	65	24	report	report	NOUN
bam-8892	65	25	is	be	AUX
bam-8892	65	26	consistent	consistent	ADJ
bam-8892	65	27	with	with	ADP
bam-8892	65	28	those	those	DET
bam-8892	65	29	guidelines	guideline	NOUN
bam-8892	65	30	.	.	PUNCT
bam-8892	66	1	corresponding	correspond	VERB
bam-8892	66	2	author	author	PROPN
bam-8892	66	3	carlo	carlo	PROPN
bam-8892	66	4	ricciardi	ricciardi	PROPN
bam-8892	66	5	,	,	PUNCT
bam-8892	66	6	department	department	NOUN
bam-8892	66	7	of	of	ADP
bam-8892	66	8	advanced	advanced	ADJ
bam-8892	66	9	biomedical	biomedical	ADJ
bam-8892	66	10	sciences	science	NOUN
bam-8892	66	11	,	,	PUNCT
bam-8892	66	12	university	university	NOUN
bam-8892	66	13	hospital	hospital	NOUN
bam-8892	66	14	of	of	ADP
bam-8892	66	15	naples	naples	PROPN
bam-8892	66	16	‘	'	PUNCT
bam-8892	66	17	federico	federico	PROPN
bam-8892	66	18	ii	ii	PROPN
bam-8892	66	19	’	'	PUNCT
bam-8892	66	20	,	,	PUNCT
bam-8892	66	21	via	via	ADP
bam-8892	66	22	s.	s.	PROPN
bam-8892	66	23	pansini	pansini	PROPN
bam-8892	66	24	5	5	NUM
bam-8892	66	25	,	,	PUNCT
bam-8892	66	26	80131	80131	NUM
bam-8892	66	27	,	,	PUNCT
bam-8892	66	28	naples	naples	PROPN
bam-8892	66	29	,	,	PUNCT
bam-8892	66	30	italy	italy	PROPN
bam-8892	66	31	.	.	PUNCT
bam-8892	67	1	orcid	orcid	PROPN
bam-8892	67	2	:	:	PUNCT
bam-8892	67	3	0000	0000	NUM
bam-8892	67	4	-	-	PUNCT
bam-8892	67	5	0001	0001	NUM
bam-8892	67	6	-	-	PUNCT
bam-8892	67	7	7290	7290	NUM
bam-8892	67	8	-	-	PUNCT
bam-8892	67	9	6432	6432	NUM
bam-8892	67	10	email	email	NOUN
bam-8892	67	11	:	:	PUNCT
bam-8892	67	12	carloricciardi.93@gmail.com	carloricciardi.93@gmail.com	X
bam-8892	67	13	e	e	NOUN
bam-8892	67	14	-	-	NOUN
bam-8892	67	15	mails	mail	NOUN
bam-8892	67	16	and	and	CCONJ
bam-8892	67	17	orcid	orcid	NOUN
bam-8892	68	1	i	i	INTJ
bam-8892	68	2	d	d	PROPN
bam-8892	68	3	of	of	ADP
bam-8892	68	4	co	co	NOUN
bam-8892	68	5	-	-	NOUN
bam-8892	68	6	authors	author	NOUN
bam-8892	68	7	marco	marco	PROPN
bam-8892	68	8	recenti	recenti	PROPN
bam-8892	68	9	:	:	PUNCT
bam-8892	68	10	marco18@ru.is	marco18@ru.is	PROPN
bam-8892	68	11	orcid	orcid	NOUN
bam-8892	68	12	:	:	PUNCT
bam-8892	68	13	0000	0000	NUM
bam-8892	68	14	-	-	PUNCT
bam-8892	68	15	0001	0001	NUM
bam-8892	68	16	-	-	PUNCT
bam-8892	68	17	9440	9440	NUM
bam-8892	68	18	-	-	PUNCT
bam-8892	68	19	8434	8434	NUM
bam-8892	68	20	table	table	NOUN
bam-8892	68	21	1	1	NUM
bam-8892	68	22	.	.	PUNCT
bam-8892	69	1	bmi	bmi	PROPN
bam-8892	69	2	prediction	prediction	NOUN
bam-8892	69	3	results	result	VERB
bam-8892	69	4	r2	r2	PROPN
bam-8892	69	5	max	max	PROPN
bam-8892	69	6	r2	r2	PROPN
bam-8892	69	7	mean	mean	VERB
bam-8892	69	8	grad	grad	PROPN
bam-8892	69	9	-	-	PUNCT
bam-8892	69	10	b	b	NOUN
bam-8892	69	11	0.8305	0.8305	NUM
bam-8892	69	12	0.783	0.783	NUM
bam-8892	69	13	±	±	NUM
bam-8892	69	14	0.020	0.020	NUM
bam-8892	69	15	ada	ada	PROPN
bam-8892	69	16	-	-	PUNCT
bam-8892	69	17	b	b	PROPN
bam-8892	69	18	0.817	0.817	NUM
bam-8892	69	19	0.775	0.775	NUM
bam-8892	69	20	±	±	NUM
bam-8892	69	21	0.019	0.019	NUM
bam-8892	69	22	ex	ex	NOUN
bam-8892	69	23	-	-	PROPN
bam-8892	69	24	t	t	PROPN
bam-8892	69	25	0.813	0.813	NUM
bam-8892	69	26	0.759	0.759	NUM
bam-8892	69	27	±	±	NUM
bam-8892	69	28	0.022	0.022	NUM
bam-8892	69	29	rf	rf	NUM
bam-8892	69	30	0.811	0.811	NUM
bam-8892	69	31	0.757±	0.757±	NOUN
bam-8892	69	32	0.023	0.023	NUM
bam-8892	69	33	mean	mean	NOUN
bam-8892	69	34	±	±	NUM
bam-8892	69	35	std	std	NOUN
bam-8892	69	36	and	and	CCONJ
bam-8892	69	37	max	max	PROPN
bam-8892	69	38	value	value	NOUN
bam-8892	69	39	of	of	ADP
bam-8892	69	40	r2	r2	PROPN
bam-8892	69	41	for	for	ADP
bam-8892	69	42	the	the	DET
bam-8892	69	43	four	four	NUM
bam-8892	69	44	ml	ml	NOUN
bam-8892	69	45	algorithms.54	algorithms.54	PROPN
bam-8892	69	46	results	result	NOUN
bam-8892	69	47	are	be	AUX
bam-8892	69	48	considered	consider	VERB
bam-8892	69	49	,	,	PUNCT
bam-8892	69	50	obtained	obtain	VERB
bam-8892	69	51	from	from	ADP
bam-8892	69	52	all	all	DET
bam-8892	69	53	the	the	DET
bam-8892	69	54	k_fold	k_fold	NOUN
bam-8892	69	55	divisions	division	NOUN
bam-8892	69	56	with	with	ADP
bam-8892	69	57	k=8,12,16,18	k=8,12,16,18	NOUN
bam-8892	69	58	table	table	NOUN
bam-8892	69	59	2	2	NUM
bam-8892	69	60	.	.	PUNCT
bam-8892	69	61	iso	iso	NOUN
bam-8892	69	62	prediction	prediction	NOUN
bam-8892	69	63	results	result	VERB
bam-8892	69	64	r2	r2	PROPN
bam-8892	69	65	max	max	PROPN
bam-8892	69	66	r2	r2	PROPN
bam-8892	69	67	mean	mean	VERB
bam-8892	69	68	grad	grad	PROPN
bam-8892	69	69	-	-	PUNCT
bam-8892	69	70	b	b	PROPN
bam-8892	69	71	0.613	0.613	NUM
bam-8892	69	72	0.560±	0.560±	NOUN
bam-8892	69	73	0.040	0.040	NUM
bam-8892	69	74	ada	ada	PROPN
bam-8892	69	75	-	-	PUNCT
bam-8892	69	76	b	b	PROPN
bam-8892	69	77	0.587	0.587	NUM
bam-8892	69	78	0.519±	0.519±	NUM
bam-8892	69	79	0.052	0.052	NUM
bam-8892	69	80	ex	ex	NOUN
bam-8892	69	81	-	-	NOUN
bam-8892	69	82	t	t	ADP
bam-8892	69	83	0.614	0.614	NUM
bam-8892	69	84	0.511±	0.511±	NUM
bam-8892	69	85	0.051	0.051	NUM
bam-8892	69	86	rf	rf	NUM
bam-8892	69	87	0.599	0.599	NUM
bam-8892	69	88	0.512±	0.512±	NUM
bam-8892	69	89	0.057	0.057	NUM
bam-8892	69	90	mean	mean	NOUN
bam-8892	69	91	±	±	NUM
bam-8892	69	92	std	std	NOUN
bam-8892	69	93	and	and	CCONJ
bam-8892	69	94	max	max	PROPN
bam-8892	69	95	value	value	NOUN
bam-8892	69	96	of	of	ADP
bam-8892	69	97	r2	r2	PROPN
bam-8892	69	98	for	for	ADP
bam-8892	69	99	the	the	DET
bam-8892	69	100	four	four	NUM
bam-8892	69	101	ml	ml	NOUN
bam-8892	69	102	algorithms.54	algorithms.54	PROPN
bam-8892	69	103	results	result	NOUN
bam-8892	69	104	are	be	AUX
bam-8892	69	105	considered	consider	VERB
bam-8892	69	106	,	,	PUNCT
bam-8892	69	107	obtained	obtain	VERB
bam-8892	69	108	from	from	ADP
bam-8892	69	109	all	all	DET
bam-8892	69	110	the	the	DET
bam-8892	69	111	k_fold	k_fold	NOUN
bam-8892	69	112	divisions	division	NOUN
bam-8892	69	113	with	with	ADP
bam-8892	69	114	k=8,12,16,18	k=8,12,16,18	PROPN
bam-8892	70	1	mailto:gudny@hjarta.is	mailto:gudny@hjarta.is	ADJ
bam-8892	70	2	mailto:carloricciardi.93@gmail.com	mailto:carloricciardi.93@gmail.com	PROPN
bam-8892	70	3	mailto:marco18@ru.is	mailto:marco18@ru.is	ADV
bam-8892	70	4	machine	machine	NOUN
bam-8892	70	5	learning	learn	VERB
bam-8892	70	6	on	on	ADP
bam-8892	70	7	radiodensitometric	radiodensitometric	ADJ
bam-8892	70	8	distributions	distribution	NOUN
bam-8892	70	9	from	from	ADP
bam-8892	70	10	ct	ct	PROPN
bam-8892	70	11	eur	eur	PROPN
bam-8892	70	12	j	j	PROPN
bam-8892	70	13	translmyol	translmyol	NOUN
bam-8892	70	14	30	30	NUM
bam-8892	70	15	(	(	PUNCT
bam-8892	70	16	1	1	NUM
bam-8892	70	17	):	):	PUNCT
bam-8892	70	18	121	121	NUM
bam-8892	70	19	-	-	SYM
bam-8892	70	20	124	124	NUM
bam-8892	70	21	,	,	PUNCT
bam-8892	70	22	2020	2020	NUM
bam-8892	70	23	4	4	NUM
bam-8892	70	24	kyle	kyle	PROPN
bam-8892	70	25	edmunds	edmunds	PROPN
bam-8892	70	26	:	:	PUNCT
bam-8892	70	27	kylejedmunds@gmail.com	kylejedmunds@gmail.com	X
bam-8892	71	1	orcid	orcid	NOUN
bam-8892	71	2	:	:	PUNCT
bam-8892	71	3	0000	0000	NUM
bam-8892	71	4	-	-	PUNCT
bam-8892	71	5	0002	0002	NUM
bam-8892	71	6	-	-	PUNCT
bam-8892	71	7	6591	6591	NUM
bam-8892	71	8	-	-	PUNCT
bam-8892	71	9	4116	4116	NUM
bam-8892	71	10	magnus	magnus	PROPN
bam-8892	71	11	k.	k.	PROPN
bam-8892	71	12	gislason	gislason	PROPN
bam-8892	71	13	:	:	PUNCT
bam-8892	71	14	magnuskg@ru.is	magnuskg@ru.is	PROPN
bam-8892	72	1	orcid	orcid	NOUN
bam-8892	72	2	:	:	PUNCT
bam-8892	72	3	0000	0000	NUM
bam-8892	72	4	-	-	PUNCT
bam-8892	72	5	0003	0003	NUM
bam-8892	72	6	-	-	PUNCT
bam-8892	72	7	0872	0872	NUM
bam-8892	72	8	-	-	PUNCT
bam-8892	72	9	5201	5201	NUM
bam-8892	72	10	paolo	paolo	NOUN
bam-8892	72	11	gargiulo	gargiulo	NOUN
bam-8892	72	12	:	:	PUNCT
bam-8892	72	13	paologar@landspitali.is	paologar@landspitali.is	PROPN
bam-8892	72	14	orcid	orcid	PROPN
bam-8892	72	15	:	:	PUNCT
bam-8892	72	16	0000	0000	NUM
bam-8892	72	17	-	-	PUNCT
bam-8892	72	18	0002	0002	NUM
bam-8892	72	19	-	-	PUNCT
bam-8892	72	20	5049	5049	NUM
bam-8892	72	21	-	-	PUNCT
bam-8892	72	22	4817	4817	NUM
bam-8892	72	23	references	reference	NOUN
bam-8892	72	24	1	1	NUM
bam-8892	72	25	.	.	PUNCT
bam-8892	73	1	metter	metter	PROPN
bam-8892	73	2	ej	ej	PROPN
bam-8892	73	3	,	,	PUNCT
bam-8892	73	4	talbot	talbot	PROPN
bam-8892	73	5	la	la	PROPN
bam-8892	73	6	,	,	PUNCT
bam-8892	73	7	schrager	schrager	PROPN
bam-8892	73	8	m	m	PROPN
bam-8892	73	9	,	,	PUNCT
bam-8892	73	10	conwit	conwit	PROPN
bam-8892	73	11	r.	r.	PROPN
bam-8892	73	12	skeletal	skeletal	ADJ
bam-8892	73	13	muscle	muscle	NOUN
bam-8892	73	14	strength	strength	NOUN
bam-8892	73	15	as	as	ADP
bam-8892	73	16	a	a	DET
bam-8892	73	17	predictor	predictor	NOUN
bam-8892	73	18	of	of	ADP
bam-8892	73	19	all	all	DET
bam-8892	73	20	-	-	PUNCT
bam-8892	73	21	cause	cause	NOUN
bam-8892	73	22	mortality	mortality	NOUN
bam-8892	73	23	in	in	ADP
bam-8892	73	24	healthy	healthy	ADJ
bam-8892	73	25	men	man	NOUN
bam-8892	73	26	.	.	PUNCT
bam-8892	74	1	j	j	PROPN
bam-8892	74	2	gerontol	gerontol	VERB
bam-8892	74	3	a	a	DET
bam-8892	74	4	biol	biol	PROPN
bam-8892	74	5	sci	sci	PROPN
bam-8892	74	6	med	med	PROPN
bam-8892	74	7	sci	sci	PROPN
bam-8892	74	8	2002;57	2002;57	NUM
bam-8892	74	9	:	:	PUNCT
bam-8892	74	10	b359	b359	PROPN
bam-8892	74	11	-	-	PUNCT
bam-8892	74	12	65	65	NUM
bam-8892	74	13	.	.	NOUN
bam-8892	75	1	2	2	NUM
bam-8892	75	2	.	.	X
bam-8892	75	3	barberi	barberi	PROPN
bam-8892	75	4	l	l	PROPN
bam-8892	75	5	,	,	PUNCT
bam-8892	75	6	scicchitano	scicchitano	ADJ
bam-8892	75	7	bm	bm	PROPN
bam-8892	75	8	,	,	PUNCT
bam-8892	75	9	musaro	musaro	VERB
bam-8892	75	10	a.	a.	NOUN
bam-8892	75	11	molecular	molecular	ADJ
bam-8892	75	12	and	and	CCONJ
bam-8892	75	13	cellular	cellular	ADJ
bam-8892	75	14	mechanisms	mechanism	NOUN
bam-8892	75	15	of	of	ADP
bam-8892	75	16	muscle	muscle	NOUN
bam-8892	75	17	aging	aging	NOUN
bam-8892	75	18	and	and	CCONJ
bam-8892	75	19	sarcopenia	sarcopenia	NOUN
bam-8892	75	20	and	and	CCONJ
bam-8892	75	21	effects	effect	NOUN
bam-8892	75	22	of	of	ADP
bam-8892	75	23	electrical	electrical	ADJ
bam-8892	75	24	stimulation	stimulation	NOUN
bam-8892	75	25	in	in	ADP
bam-8892	75	26	seniors	senior	NOUN
bam-8892	75	27	.	.	PUNCT
bam-8892	76	1	eur	eur	PROPN
bam-8892	76	2	j	j	PROPN
bam-8892	76	3	transl	transl	PROPN
bam-8892	76	4	myol	myol	NOUN
bam-8892	76	5	2015;25:231	2015;25:231	PROPN
bam-8892	76	6	-	-	SYM
bam-8892	76	7	6	6	NUM
bam-8892	76	8	.	.	PUNCT
bam-8892	76	9	doi	doi	NOUN
bam-8892	76	10	:	:	PUNCT
bam-8892	76	11	10.4081	10.4081	NUM
bam-8892	76	12	/	/	SYM
bam-8892	76	13	ejtm.2015.5227	ejtm.2015.5227	NOUN
bam-8892	76	14	.	.	NOUN
bam-8892	77	1	3	3	X
bam-8892	77	2	.	.	X
bam-8892	77	3	fanò	fanò	PROPN
bam-8892	77	4	-	-	PUNCT
bam-8892	77	5	illic	illic	PROPN
bam-8892	77	6	g.	g.	PROPN
bam-8892	77	7	are	be	AUX
bam-8892	77	8	deferrable	deferrable	ADJ
bam-8892	77	9	the	the	DET
bam-8892	77	10	mobility	mobility	NOUN
bam-8892	77	11	impairments	impairment	NOUN
bam-8892	77	12	in	in	ADP
bam-8892	77	13	older	old	ADJ
bam-8892	77	14	aging	aging	NOUN
bam-8892	77	15	?	?	PUNCT
bam-8892	78	1	eur	eur	PROPN
bam-8892	78	2	j	j	PROPN
bam-8892	78	3	transl	transl	PROPN
bam-8892	78	4	myol	myol	ADV
bam-8892	78	5	2016;26:25	2016;26:25	NUM
bam-8892	78	6	-	-	SYM
bam-8892	78	7	8	8	NUM
bam-8892	78	8	.	.	NOUN
bam-8892	78	9	4	4	NUM
bam-8892	78	10	.	.	X
bam-8892	78	11	goodpaster	goodpaster	PROPN
bam-8892	78	12	bh	bh	PROPN
bam-8892	78	13	,	,	PUNCT
bam-8892	78	14	carlson	carlson	PROPN
bam-8892	78	15	cl	cl	PROPN
bam-8892	78	16	,	,	PUNCT
bam-8892	78	17	visser	visser	PROPN
bam-8892	78	18	m	m	PROPN
bam-8892	78	19	,	,	PUNCT
bam-8892	78	20	et	et	PROPN
bam-8892	78	21	al	al	PROPN
bam-8892	78	22	.	.	PROPN
bam-8892	78	23	attenuation	attenuation	NOUN
bam-8892	78	24	of	of	ADP
bam-8892	78	25	skeletal	skeletal	ADJ
bam-8892	78	26	muscle	muscle	NOUN
bam-8892	78	27	and	and	CCONJ
bam-8892	78	28	strength	strength	NOUN
bam-8892	78	29	in	in	ADP
bam-8892	78	30	the	the	DET
bam-8892	78	31	elderly	elderly	ADJ
bam-8892	78	32	:	:	PUNCT
bam-8892	78	33	the	the	DET
bam-8892	78	34	health	health	NOUN
bam-8892	78	35	abc	abc	PROPN
bam-8892	78	36	study	study	PROPN
bam-8892	78	37	.	.	PUNCT
bam-8892	79	1	j	j	PROPN
bam-8892	79	2	appl	appl	PROPN
bam-8892	79	3	physiol	physiol	PROPN
bam-8892	79	4	(	(	PUNCT
bam-8892	79	5	bethesda	bethesda	PROPN
bam-8892	79	6	md	md	PROPN
bam-8892	79	7	:	:	PUNCT
bam-8892	79	8	1985	1985	NUM
bam-8892	79	9	)	)	PUNCT
bam-8892	79	10	2001;90:2157–65	2001;90:2157–65	NUM
bam-8892	79	11	.	.	PUNCT
bam-8892	80	1	5	5	NUM
bam-8892	80	2	.	.	X
bam-8892	80	3	jiang	jiang	PROPN
bam-8892	81	1	f	f	PROPN
bam-8892	81	2	,	,	PUNCT
bam-8892	81	3	jiang	jiang	PROPN
bam-8892	81	4	y	y	PROPN
bam-8892	81	5	,	,	PUNCT
bam-8892	81	6	zhi	zhi	PROPN
bam-8892	81	7	h.	h.	PROPN
bam-8892	81	8	artificial	artificial	PROPN
bam-8892	81	9	intelligence	intelligence	NOUN
bam-8892	81	10	in	in	ADP
bam-8892	81	11	healthcare	healthcare	PROPN
bam-8892	81	12	:	:	PUNCT
bam-8892	81	13	past	past	ADJ
bam-8892	81	14	,	,	PUNCT
bam-8892	81	15	present	present	ADJ
bam-8892	81	16	and	and	CCONJ
bam-8892	81	17	future	future	NOUN
bam-8892	81	18	.	.	PUNCT
bam-8892	82	1	stroke	stroke	NOUN
bam-8892	82	2	and	and	CCONJ
bam-8892	82	3	vasc	vasc	ADP
bam-8892	82	4	neurol	neurol	PROPN
bam-8892	82	5	2017;2:230	2017;2:230	NUM
bam-8892	82	6	-	-	SYM
bam-8892	82	7	43	43	NUM
bam-8892	82	8	.	.	PUNCT
bam-8892	83	1	6	6	NUM
bam-8892	83	2	.	.	X
bam-8892	83	3	holzinger	holzinger	PROPN
bam-8892	83	4	a	a	X
bam-8892	83	5	,	,	PUNCT
bam-8892	83	6	ml	ml	ADV
bam-8892	83	7	for	for	ADP
bam-8892	83	8	health	health	NOUN
bam-8892	83	9	informatics	informatic	NOUN
bam-8892	83	10	,	,	PUNCT
bam-8892	83	11	lnai	lnai	ADJ
bam-8892	83	12	20169605	20169605	NUM
bam-8892	83	13	,	,	PUNCT
bam-8892	83	14	pp.1	pp.1	NOUN
bam-8892	83	15	-	-	PUNCT
bam-8892	83	16	24	24	NUM
bam-8892	83	17	,	,	PUNCT
bam-8892	83	18	7	7	NUM
bam-8892	83	19	.	.	PUNCT
bam-8892	83	20	ricciardi	ricciardi	PROPN
bam-8892	83	21	c	c	PROPN
bam-8892	83	22	,	,	PUNCT
bam-8892	83	23	amboni	amboni	PROPN
bam-8892	83	24	m	m	PROPN
bam-8892	83	25	,	,	PUNCT
bam-8892	83	26	de	de	PROPN
bam-8892	83	27	santis	santis	PROPN
bam-8892	83	28	c	c	PROPN
bam-8892	83	29	,	,	PUNCT
bam-8892	83	30	et	et	PROPN
bam-8892	83	31	al	al	PROPN
bam-8892	83	32	.	.	PUNCT
bam-8892	84	1	using	use	VERB
bam-8892	84	2	gait	gait	ADJ
bam-8892	84	3	analysis	analysis	NOUN
bam-8892	84	4	’	'	PUNCT
bam-8892	84	5	parameters	parameter	NOUN
bam-8892	84	6	to	to	PART
bam-8892	84	7	classify	classify	VERB
bam-8892	84	8	parkinsonism	parkinsonism	NOUN
bam-8892	84	9	:	:	PUNCT
bam-8892	84	10	a	a	DET
bam-8892	84	11	data	data	NOUN
bam-8892	84	12	mining	mining	NOUN
bam-8892	84	13	approach	approach	NOUN
bam-8892	84	14	.	.	PUNCT
bam-8892	85	1	computer	computer	NOUN
bam-8892	85	2	methods	method	NOUN
bam-8892	85	3	and	and	CCONJ
bam-8892	85	4	programs	program	NOUN
bam-8892	85	5	in	in	ADP
bam-8892	85	6	biomedicine	biomedicine	NOUN
bam-8892	85	7	,	,	PUNCT
bam-8892	85	8	2019:180:105033	2019:180:105033	NUM
bam-8892	85	9	.	.	PUNCT
bam-8892	86	1	doi	doi	PROPN
bam-8892	86	2	:	:	PUNCT
bam-8892	86	3	10.1016	10.1016	NUM
bam-8892	86	4	/	/	SYM
bam-8892	86	5	j.cmpb.2019.105033	j.cmpb.2019.105033	ADJ
bam-8892	86	6	8	8	NUM
bam-8892	86	7	.	.	PUNCT
bam-8892	87	1	ricciardi	ricciardi	PROPN
bam-8892	87	2	c	c	PROPN
bam-8892	87	3	,	,	PUNCT
bam-8892	87	4	cantoni	cantoni	ADJ
bam-8892	87	5	v	v	NOUN
bam-8892	87	6	,	,	PUNCT
bam-8892	87	7	improta	improta	ADJ
bam-8892	87	8	g	g	PROPN
bam-8892	87	9	,	,	PUNCT
bam-8892	87	10	et	et	PROPN
bam-8892	87	11	al	al	PROPN
bam-8892	87	12	.	.	PUNCT
bam-8892	87	13	application	application	NOUN
bam-8892	87	14	of	of	ADP
bam-8892	87	15	data	datum	NOUN
bam-8892	87	16	mining	mining	NOUN
bam-8892	87	17	in	in	ADP
bam-8892	87	18	a	a	DET
bam-8892	87	19	cohort	cohort	NOUN
bam-8892	87	20	of	of	ADP
bam-8892	87	21	italian	italian	ADJ
bam-8892	87	22	subjects	subject	NOUN
bam-8892	87	23	undergoing	undergo	VERB
bam-8892	87	24	myocardial	myocardial	ADJ
bam-8892	87	25	perfusion	perfusion	NOUN
bam-8892	87	26	imaging	imaging	NOUN
bam-8892	87	27	at	at	ADP
bam-8892	87	28	an	an	DET
bam-8892	87	29	academic	academic	ADJ
bam-8892	87	30	medical	medical	ADJ
bam-8892	87	31	center	center	NOUN
bam-8892	87	32	.	.	PUNCT
bam-8892	88	1	computer	computer	NOUN
bam-8892	88	2	methods	method	NOUN
bam-8892	88	3	and	and	CCONJ
bam-8892	88	4	programs	program	NOUN
bam-8892	88	5	in	in	ADP
bam-8892	88	6	biomedicine	biomedicine	NOUN
bam-8892	88	7	2020:105343	2020:105343	PROPN
bam-8892	88	8	.	.	PUNCT
bam-8892	89	1	doi	doi	NOUN
bam-8892	89	2	:	:	PUNCT
bam-8892	89	3	10.1016	10.1016	NUM
bam-8892	89	4	/	/	SYM
bam-8892	89	5	j.cmpb.2020.105343	j.cmpb.2020.105343	PROPN
bam-8892	89	6	9	9	NUM
bam-8892	89	7	.	.	PUNCT
bam-8892	90	1	romeo	romeo	PROPN
bam-8892	90	2	v	v	PROPN
bam-8892	90	3	,	,	PUNCT
bam-8892	90	4	cuocolo	cuocolo	PROPN
bam-8892	90	5	r.	r.	PROPN
bam-8892	90	6	ricciardi	ricciardi	PROPN
bam-8892	90	7	,	,	PUNCT
bam-8892	90	8	c	c	X
bam-8892	90	9	,	,	PUNCT
bam-8892	90	10	et	et	PROPN
bam-8892	90	11	al	al	PROPN
bam-8892	90	12	.	.	PROPN
bam-8892	90	13	prediction	prediction	NOUN
bam-8892	90	14	of	of	ADP
bam-8892	90	15	tumor	tumor	NOUN
bam-8892	90	16	grade	grade	NOUN
bam-8892	90	17	and	and	CCONJ
bam-8892	90	18	nodal	nodal	ADJ
bam-8892	90	19	status	status	NOUN
bam-8892	90	20	in	in	ADP
bam-8892	90	21	oropharyngeal	oropharyngeal	ADJ
bam-8892	90	22	and	and	CCONJ
bam-8892	90	23	oral	oral	ADJ
bam-8892	90	24	cavity	cavity	NOUN
bam-8892	90	25	squamous	squamous	ADJ
bam-8892	90	26	-	-	PUNCT
bam-8892	90	27	cell	cell	NOUN
bam-8892	90	28	carcinoma	carcinoma	NOUN
bam-8892	90	29	using	use	VERB
bam-8892	90	30	a	a	DET
bam-8892	90	31	radiomic	radiomic	ADJ
bam-8892	90	32	approach	approach	NOUN
bam-8892	90	33	.	.	PUNCT
bam-8892	91	1	anticancer	anticancer	NOUN
bam-8892	91	2	research	research	NOUN
bam-8892	91	3	,	,	PUNCT
bam-8892	91	4	2020;40:271	2020;40:271	PROPN
bam-8892	91	5	-	-	SYM
bam-8892	91	6	80	80	NUM
bam-8892	91	7	.	.	PUNCT
bam-8892	92	1	doi	doi	NOUN
bam-8892	92	2	:	:	PUNCT
bam-8892	92	3	10.21873/	10.21873/	NUM
bam-8892	92	4	anticanres.13949	anticanres.13949	PROPN
bam-8892	92	5	10	10	NUM
bam-8892	92	6	.	.	PUNCT
bam-8892	93	1	ricciardi	ricciardi	PROPN
bam-8892	93	2	c	c	PROPN
bam-8892	93	3	,	,	PUNCT
bam-8892	93	4	cantoni	cantoni	PROPN
bam-8892	93	5	v	v	NOUN
bam-8892	93	6	,	,	PUNCT
bam-8892	93	7	green	green	ADJ
bam-8892	93	8	r	r	NOUN
bam-8892	93	9	,	,	PUNCT
bam-8892	93	10	et	et	PROPN
bam-8892	93	11	al	al	PROPN
bam-8892	93	12	.	.	PROPN
bam-8892	93	13	is	be	AUX
bam-8892	93	14	it	it	PRON
bam-8892	93	15	possible	possible	ADJ
bam-8892	93	16	to	to	PART
bam-8892	93	17	predict	predict	VERB
bam-8892	93	18	cardiac	cardiac	ADJ
bam-8892	93	19	death	death	NOUN
bam-8892	93	20	?	?	PUNCT
bam-8892	94	1	in	in	ADP
bam-8892	94	2	mediterranean	mediterranean	PROPN
bam-8892	94	3	conference	conference	PROPN
bam-8892	94	4	on	on	ADP
bam-8892	94	5	medical	medical	ADJ
bam-8892	94	6	and	and	CCONJ
bam-8892	94	7	biological	biological	ADJ
bam-8892	94	8	engineering	engineering	NOUN
bam-8892	94	9	and	and	CCONJ
bam-8892	94	10	computing	computing	NOUN
bam-8892	94	11	2019;847	2019;847	PROPN
bam-8892	94	12	-	-	SYM
bam-8892	94	13	854	854	PROPN
bam-8892	94	14	.	.	PUNCT
bam-8892	94	15	springer	springer	NOUN
bam-8892	94	16	,	,	PUNCT
bam-8892	94	17	cham	cham	PROPN
bam-8892	94	18	.	.	PUNCT
bam-8892	95	1	doi	doi	NOUN
bam-8892	95	2	:	:	PUNCT
bam-8892	95	3	10.1007/978	10.1007/978	NUM
bam-8892	95	4	-	-	SYM
bam-8892	95	5	3	3	NUM
bam-8892	95	6	-	-	PUNCT
bam-8892	95	7	030	030	NUM
bam-8892	95	8	-	-	PUNCT
bam-8892	95	9	31635	31635	NUM
bam-8892	95	10	-	-	SYM
bam-8892	95	11	8_101	8_101	NUM
bam-8892	95	12	11	11	NUM
bam-8892	95	13	.	.	PUNCT
bam-8892	96	1	edmunds	edmund	VERB
bam-8892	96	2	kj	kj	PROPN
bam-8892	96	3	,	,	PUNCT
bam-8892	96	4	arnadottir	arnadottir	ADV
bam-8892	96	5	i	i	PROPN
bam-8892	96	6	,	,	PUNCT
bam-8892	96	7	gislason	gislason	PROPN
bam-8892	96	8	m	m	PROPN
bam-8892	96	9	,	,	PUNCT
bam-8892	96	10	et	et	PROPN
bam-8892	96	11	al	al	PROPN
bam-8892	96	12	.	.	PROPN
bam-8892	97	1	nonlinear	nonlinear	PROPN
bam-8892	97	2	trimodal	trimodal	PROPN
bam-8892	97	3	regression	regression	NOUN
bam-8892	97	4	analysis	analysis	NOUN
bam-8892	97	5	of	of	ADP
bam-8892	97	6	radiodensitometric	radiodensitometric	ADJ
bam-8892	97	7	distributions	distribution	NOUN
bam-8892	97	8	to	to	PART
bam-8892	97	9	quantify	quantify	VERB
bam-8892	97	10	sarcopenic	sarcopenic	ADJ
bam-8892	97	11	and	and	CCONJ
bam-8892	97	12	sequelae	sequelae	NOUN
bam-8892	97	13	muscle	muscle	NOUN
bam-8892	97	14	degeneration	degeneration	NOUN
bam-8892	97	15	.	.	PUNCT
bam-8892	98	1	comput	comput	PROPN
bam-8892	98	2	math	math	NOUN
bam-8892	98	3	methods	method	NOUN
bam-8892	98	4	med	me	VERB
bam-8892	98	5	2016;8932950	2016;8932950	NUM
bam-8892	98	6	.	.	PUNCT
bam-8892	99	1	12	12	NUM
bam-8892	99	2	.	.	PUNCT
bam-8892	100	1	edmunds	edmund	VERB
bam-8892	100	2	kj	kj	PROPN
bam-8892	100	3	,	,	PUNCT
bam-8892	100	4	gislason	gislason	PROPN
bam-8892	100	5	m	m	PROPN
bam-8892	100	6	,	,	PUNCT
bam-8892	100	7	sigurðsson	sigurðsson	PROPN
bam-8892	100	8	s	s	PROPN
bam-8892	100	9	,	,	PUNCT
bam-8892	100	10	et	et	PROPN
bam-8892	100	11	al	al	PROPN
bam-8892	100	12	.	.	PROPN
bam-8892	101	1	advanced	advanced	ADJ
bam-8892	101	2	quantitative	quantitative	ADJ
bam-8892	101	3	methods	method	NOUN
bam-8892	101	4	in	in	ADP
bam-8892	101	5	correlating	correlate	VERB
bam-8892	101	6	sarcopenic	sarcopenic	ADJ
bam-8892	101	7	muscle	muscle	NOUN
bam-8892	101	8	degeneration	degeneration	NOUN
bam-8892	101	9	with	with	ADP
bam-8892	101	10	lower	low	ADJ
bam-8892	101	11	extremity	extremity	NOUN
bam-8892	101	12	function	function	NOUN
bam-8892	101	13	biometrics	biometric	NOUN
bam-8892	101	14	and	and	CCONJ
bam-8892	101	15	comorbidities	comorbiditie	NOUN
bam-8892	101	16	.	.	PUNCT
bam-8892	102	1	plos	plos	PROPN
bam-8892	102	2	one	one	NUM
bam-8892	102	3	2018;13(3):e0193241	2018;13(3):e0193241	NOUN
bam-8892	102	4	.	.	PUNCT
bam-8892	102	5	https://doi.org/	https://doi.org/	PROPN
bam-8892	102	6	10.1371	10.1371	NUM
bam-8892	102	7	/	/	SYM
bam-8892	102	8	journal.pone.0193241	journal.pone.0193241	NOUN
bam-8892	102	9	13	13	NUM
bam-8892	102	10	.	.	PUNCT
bam-8892	103	1	gargiulo	gargiulo	NOUN
bam-8892	103	2	p	p	NOUN
bam-8892	103	3	,	,	PUNCT
bam-8892	103	4	gislason	gislason	NOUN
bam-8892	103	5	mk	mk	PROPN
bam-8892	103	6	,	,	PUNCT
bam-8892	103	7	edmunds	edmund	VERB
bam-8892	103	8	kj	kj	PROPN
bam-8892	103	9	,	,	PUNCT
bam-8892	103	10	et	et	PROPN
bam-8892	103	11	al	al	PROPN
bam-8892	103	12	.	.	PROPN
bam-8892	103	13	ctbased	ctbase	VERB
bam-8892	103	14	bone	bone	NOUN
bam-8892	103	15	and	and	CCONJ
bam-8892	103	16	muscle	muscle	NOUN
bam-8892	103	17	assessment	assessment	NOUN
bam-8892	103	18	in	in	ADP
bam-8892	103	19	normal	normal	ADJ
bam-8892	103	20	and	and	CCONJ
bam-8892	103	21	pathological	pathological	ADJ
bam-8892	103	22	conditions	condition	NOUN
bam-8892	103	23	encyclopedia	encyclopedia	NOUN
bam-8892	103	24	of	of	ADP
bam-8892	103	25	biomedical	biomedical	ADJ
bam-8892	103	26	engineering	engineering	NOUN
bam-8892	103	27	1	1	NUM
bam-8892	103	28	-	-	SYM
bam-8892	103	29	3	3	NUM
bam-8892	103	30	,	,	PUNCT
bam-8892	103	31	2018,119	2018,119	NUM
bam-8892	103	32	-	-	SYM
bam-8892	103	33	134	134	NUM
bam-8892	103	34	.	.	PUNCT
bam-8892	104	1	14	14	NUM
bam-8892	104	2	.	.	PUNCT
bam-8892	105	1	harris	harris	PROPN
bam-8892	105	2	tb	tb	PROPN
bam-8892	105	3	,	,	PUNCT
bam-8892	105	4	launer	launer	NOUN
bam-8892	105	5	lj	lj	PROPN
bam-8892	105	6	eiriksdottir	eiriksdottir	PROPN
bam-8892	105	7	g	g	PROPN
bam-8892	105	8	,	,	PUNCT
bam-8892	105	9	et	et	PROPN
bam-8892	105	10	al	al	PROPN
bam-8892	105	11	.	.	PUNCT
bam-8892	105	12	age	age	PROPN
bam-8892	105	13	,	,	PUNCT
bam-8892	105	14	gene	gene	NOUN
bam-8892	105	15	/	/	SYM
bam-8892	105	16	environment	environment	NOUN
bam-8892	105	17	susceptibility	susceptibility	NOUN
bam-8892	105	18	–	–	PUNCT
bam-8892	105	19	reykjavik	reykjavik	PROPN
bam-8892	105	20	study	study	NOUN
bam-8892	105	21	:	:	PUNCT
bam-8892	105	22	multidisciplinary	multidisciplinary	ADJ
bam-8892	105	23	applied	apply	VERB
bam-8892	105	24	phenomics	phenomic	NOUN
bam-8892	105	25	.	.	PUNCT
bam-8892	106	1	am	be	AUX
bam-8892	106	2	j	j	PROPN
bam-8892	106	3	epidemiol	epidemiol	PROPN
bam-8892	106	4	2007;165:1076–87	2007;165:1076–87	PROPN
bam-8892	106	5	.	.	PUNCT
bam-8892	107	1	doi.org/10.1093/aje/	doi.org/10.1093/aje/	PROPN
bam-8892	107	2	kwk115	kwk115	PROPN
bam-8892	107	3	.	.	PUNCT
bam-8892	108	1	15	15	NUM
bam-8892	108	2	.	.	PUNCT
bam-8892	109	1	recenti	recenti	PROPN
bam-8892	109	2	,	,	PUNCT
bam-8892	109	3	m.	m.	NOUN
bam-8892	109	4	,	,	PUNCT
bam-8892	109	5	ricciardi	ricciardi	NOUN
bam-8892	109	6	,	,	PUNCT
bam-8892	109	7	c.	c.	PROPN
bam-8892	109	8	,gìslason	,gìslason	PROPN
bam-8892	109	9	,	,	PUNCT
bam-8892	109	10	m.	m.	NOUN
bam-8892	109	11	,	,	PUNCT
bam-8892	109	12	et	et	PROPN
bam-8892	109	13	al	al	PROPN
bam-8892	109	14	.	.	PROPN
bam-8892	110	1	machine	machine	NOUN
bam-8892	110	2	learning	learn	VERB
bam-8892	110	3	algorithms	algorithm	NOUN
bam-8892	110	4	predict	predict	VERB
bam-8892	110	5	body	body	NOUN
bam-8892	110	6	mass	mass	NOUN
bam-8892	110	7	index	index	NOUN
bam-8892	110	8	using	use	VERB
bam-8892	110	9	nonlinear	nonlinear	ADJ
bam-8892	110	10	trimodal	trimodal	NOUN
bam-8892	110	11	regression	regression	NOUN
bam-8892	110	12	analysis	analysis	NOUN
bam-8892	110	13	from	from	ADP
bam-8892	110	14	computed	computed	ADJ
bam-8892	110	15	tomography	tomography	NOUN
bam-8892	110	16	scans.mediterranean	scans.mediterranean	PROPN
bam-8892	110	17	conference	conference	NOUN
bam-8892	110	18	on	on	ADP
bam-8892	110	19	medical	medical	ADJ
bam-8892	110	20	and	and	CCONJ
bam-8892	110	21	biological	biological	ADJ
bam-8892	110	22	engineering	engineering	NOUN
bam-8892	110	23	and	and	CCONJ
bam-8892	110	24	computing	computing	NOUN
bam-8892	110	25	.	.	PUNCT
bam-8892	111	1	839	839	NUM
bam-8892	111	2	-	-	SYM
bam-8892	111	3	846	846	NUM
bam-8892	111	4	(	(	PUNCT
bam-8892	111	5	2019	2019	NUM
bam-8892	111	6	)	)	PUNCT
bam-8892	111	7	.	.	PUNCT
bam-8892	112	1	doi	doi	NOUN
bam-8892	112	2	:	:	PUNCT
bam-8892	112	3	10.1007/	10.1007/	NUM
bam-8892	112	4	978	978	NUM
bam-8892	112	5	-	-	SYM
bam-8892	112	6	3	3	NUM
bam-8892	112	7	-	-	PUNCT
bam-8892	112	8	030	030	NUM
bam-8892	112	9	-	-	PUNCT
bam-8892	112	10	31635	31635	NUM
bam-8892	112	11	-	-	PUNCT
bam-8892	112	12	8_100	8_100	NUM
bam-8892	112	13	16	16	NUM
bam-8892	112	14	.	.	PUNCT
bam-8892	113	1	ricciardi	ricciardi	PROPN
bam-8892	113	2	c	c	PROPN
bam-8892	113	3	,	,	PUNCT
bam-8892	113	4	edmunds	edmund	VERB
bam-8892	113	5	kj	kj	PROPN
bam-8892	113	6	,	,	PUNCT
bam-8892	113	7	recenti	recenti	PROPN
bam-8892	113	8	m	m	PROPN
bam-8892	113	9	,	,	PUNCT
bam-8892	113	10	et	et	PROPN
bam-8892	113	11	al	al	PROPN
bam-8892	113	12	.	.	PUNCT
bam-8892	114	1	assessing	assess	VERB
bam-8892	114	2	cardiovascular	cardiovascular	ADJ
bam-8892	114	3	risks	risk	NOUN
bam-8892	114	4	from	from	ADP
bam-8892	114	5	a	a	DET
bam-8892	114	6	mid	mid	ADJ
bam-8892	114	7	-	-	ADJ
bam-8892	114	8	thigh	thigh	ADJ
bam-8892	114	9	ct	ct	PROPN
bam-8892	114	10	image	image	NOUN
bam-8892	114	11	:	:	PUNCT
bam-8892	114	12	a	a	DET
bam-8892	114	13	tree	tree	NOUN
bam-8892	114	14	-	-	PUNCT
bam-8892	114	15	based	base	VERB
bam-8892	114	16	machine	machine	NOUN
bam-8892	114	17	learning	learn	VERB
bam-8892	114	18	approach	approach	NOUN
bam-8892	114	19	using	use	VERB
bam-8892	114	20	radiodensitometric	radiodensitometric	NOUN
bam-8892	114	21	distributions	distribution	NOUN
bam-8892	114	22	.	.	PUNCT
bam-8892	115	1	scientific	scientific	ADJ
bam-8892	115	2	reports	report	NOUN
bam-8892	115	3	2020;10:1	2020;10:1	NUM
bam-8892	115	4	-	-	SYM
bam-8892	115	5	13	13	NUM
bam-8892	115	6	.	.	PUNCT
bam-8892	116	1	doi	doi	NOUN
bam-8892	116	2	:	:	PUNCT
bam-8892	116	3	10.1038	10.1038	NUM
bam-8892	116	4	/	/	SYM
bam-8892	116	5	s41598	s41598	PROPN
bam-8892	116	6	-	-	PUNCT
bam-8892	116	7	02059873	02059873	NUM
bam-8892	116	8	-	-	PUNCT
bam-8892	116	9	9	9	NUM
bam-8892	116	10	.	.	NOUN
bam-8892	116	11	17	17	NUM
bam-8892	116	12	.	.	PUNCT
bam-8892	117	1	petursson	petursson	PROPN
bam-8892	117	2	þ	þ	PROPN
bam-8892	117	3	,	,	PUNCT
bam-8892	117	4	edmunds	edmund	VERB
bam-8892	117	5	kj	kj	PROPN
bam-8892	117	6	,	,	PUNCT
bam-8892	117	7	gıslason	gıslason	PROPN
bam-8892	117	8	mk	mk	PROPN
bam-8892	117	9	,	,	PUNCT
bam-8892	117	10	et	et	PROPN
bam-8892	117	11	al	al	PROPN
bam-8892	117	12	.	.	PUNCT
bam-8892	117	13	bone	bone	NOUN
bam-8892	117	14	mineral	mineral	NOUN
bam-8892	117	15	density	density	NOUN
bam-8892	117	16	and	and	CCONJ
bam-8892	117	17	fracture	fracture	NOUN
bam-8892	117	18	risk	risk	NOUN
bam-8892	117	19	assessment	assessment	NOUN
bam-8892	117	20	to	to	PART
bam-8892	117	21	optimize	optimize	VERB
bam-8892	117	22	prosthesis	prosthesis	NOUN
bam-8892	117	23	selection	selection	NOUN
bam-8892	117	24	in	in	ADP
bam-8892	117	25	total	total	ADJ
bam-8892	117	26	hip	hip	NOUN
bam-8892	117	27	replacement	replacement	NOUN
bam-8892	117	28	.	.	PUNCT
bam-8892	118	1	comput	comput	PROPN
bam-8892	118	2	math	math	NOUN
bam-8892	118	3	methods	method	NOUN
bam-8892	118	4	med	me	VERB
bam-8892	118	5	2015;2015:162481	2015;2015:162481	NUM
bam-8892	118	6	doi	doi	NOUN
bam-8892	118	7	:	:	PUNCT
bam-8892	118	8	10.1155/2015/162481	10.1155/2015/162481	NUM
bam-8892	118	9	.	.	PROPN
bam-8892	118	10	18	18	NUM
bam-8892	118	11	.	.	PUNCT
bam-8892	119	1	ho	ho	PROPN
bam-8892	119	2	,	,	PUNCT
bam-8892	119	3	tin	tin	NOUN
bam-8892	119	4	kam	kam	NOUN
bam-8892	119	5	.	.	PUNCT
bam-8892	120	1	random	random	ADJ
bam-8892	120	2	decision	decision	NOUN
bam-8892	120	3	forests	forest	NOUN
bam-8892	120	4	.	.	PUNCT
bam-8892	121	1	proceedings	proceeding	NOUN
bam-8892	121	2	of	of	ADP
bam-8892	121	3	the	the	DET
bam-8892	121	4	3rd	3rd	ADJ
bam-8892	121	5	international	international	ADJ
bam-8892	121	6	conference	conference	NOUN
bam-8892	121	7	on	on	ADP
bam-8892	121	8	document	document	NOUN
bam-8892	121	9	analysis	analysis	NOUN
bam-8892	121	10	and	and	CCONJ
bam-8892	121	11	recognition	recognition	NOUN
bam-8892	121	12	,	,	PUNCT
bam-8892	121	13	montreal	montreal	PROPN
bam-8892	121	14	,	,	PUNCT
bam-8892	121	15	qc	qc	PROPN
bam-8892	121	16	,	,	PUNCT
bam-8892	121	17	14–16	14–16	NUM
bam-8892	121	18	august	august	PROPN
bam-8892	121	19	1995	1995	NUM
bam-8892	121	20	.	.	PUNCT
bam-8892	122	1	pp	pp	X
bam-8892	122	2	.	.	PUNCT
bam-8892	123	1	278–82	278–82	NOUN
bam-8892	123	2	.	.	X
bam-8892	124	1	19	19	NUM
bam-8892	124	2	.	.	PUNCT
bam-8892	124	3	guerts	guert	NOUN
bam-8892	124	4	p	p	X
bam-8892	124	5	,	,	PUNCT
bam-8892	124	6	ernst	ernst	PROPN
bam-8892	124	7	d	d	PROPN
bam-8892	124	8	,	,	PUNCT
bam-8892	124	9	wehenkel	wehenkel	PROPN
bam-8892	124	10	l.	l.	PROPN
bam-8892	124	11	extremely	extremely	ADV
bam-8892	124	12	randomized	randomize	VERB
bam-8892	124	13	trees	tree	NOUN
bam-8892	124	14	.	.	PUNCT
bam-8892	125	1	mach	mach	NOUN
bam-8892	125	2	learn	learn	VERB
bam-8892	125	3	2006;63	2006;63	NUM
bam-8892	125	4	:	:	PUNCT
bam-8892	125	5	3	3	NUM
bam-8892	125	6	-	-	SYM
bam-8892	125	7	42	42	NUM
bam-8892	125	8	doi	doi	NOUN
bam-8892	125	9	:	:	PUNCT
bam-8892	125	10	10.1007	10.1007	NUM
bam-8892	125	11	/	/	SYM
bam-8892	125	12	s10994	s10994	VERB
bam-8892	125	13	-	-	PUNCT
bam-8892	125	14	006	006	NUM
bam-8892	125	15	-	-	PUNCT
bam-8892	125	16	6226	6226	NUM
bam-8892	125	17	-	-	SYM
bam-8892	125	18	1	1	NUM
bam-8892	125	19	.	.	NOUN
bam-8892	125	20	20	20	NUM
bam-8892	125	21	.	.	PUNCT
bam-8892	126	1	freund	freund	PROPN
bam-8892	126	2	y	y	PROPN
bam-8892	126	3	,	,	PUNCT
bam-8892	126	4	shapire	shapire	NOUN
bam-8892	126	5	re	re	NOUN
bam-8892	126	6	.	.	PUNCT
bam-8892	127	1	a	a	DET
bam-8892	127	2	decision	decision	NOUN
bam-8892	127	3	-	-	PUNCT
bam-8892	127	4	theoretic	theoretic	NOUN
bam-8892	127	5	generalization	generalization	NOUN
bam-8892	127	6	of	of	ADP
bam-8892	127	7	on	on	ADP
bam-8892	127	8	-	-	PUNCT
bam-8892	127	9	line	line	NOUN
bam-8892	127	10	learning	learning	NOUN
bam-8892	127	11	and	and	CCONJ
bam-8892	127	12	an	an	DET
bam-8892	127	13	application	application	NOUN
bam-8892	127	14	to	to	ADP
bam-8892	127	15	boosting	boost	VERB
bam-8892	127	16	,	,	PUNCT
bam-8892	127	17	journal	journal	NOUN
bam-8892	127	18	of	of	ADP
bam-8892	127	19	computer	computer	NOUN
bam-8892	127	20	and	and	CCONJ
bam-8892	127	21	system	system	NOUN
bam-8892	127	22	science	science	NOUN
bam-8892	127	23	1997;55:119	1997;55:119	NUM
bam-8892	127	24	-	-	SYM
bam-8892	127	25	39	39	NUM
bam-8892	127	26	article	article	NOUN
bam-8892	127	27	no	no	INTJ
bam-8892	127	28	.	.	PUNCT
bam-8892	128	1	ss971504	ss971504	PROPN
bam-8892	128	2	.	.	PUNCT
bam-8892	129	1	21	21	NUM
bam-8892	129	2	.	.	PUNCT
bam-8892	130	1	friedman	friedman	PROPN
bam-8892	130	2	jh	jh	PROPN
bam-8892	130	3	.	.	PUNCT
bam-8892	131	1	greedy	greedy	ADJ
bam-8892	131	2	function	function	NOUN
bam-8892	131	3	approximation	approximation	NOUN
bam-8892	131	4	:	:	PUNCT
bam-8892	131	5	a	a	DET
bam-8892	131	6	gradient	gradient	NOUN
bam-8892	131	7	-	-	PUNCT
bam-8892	131	8	boosting	boost	VERB
bam-8892	131	9	machine	machine	NOUN
bam-8892	131	10	,	,	PUNCT
bam-8892	131	11	technical	technical	ADJ
bam-8892	131	12	report	report	NOUN
bam-8892	131	13	,	,	PUNCT
bam-8892	131	14	dept	dept	NOUN
bam-8892	131	15	.	.	PROPN
bam-8892	131	16	of	of	ADP
bam-8892	131	17	statistics	statistic	NOUN
bam-8892	131	18	,	,	PUNCT
bam-8892	131	19	standford	standford	PROPN
bam-8892	131	20	university	university	PROPN
bam-8892	131	21	,	,	PUNCT
bam-8892	131	22	1999	1999	NUM
bam-8892	131	23	.	.	PUNCT
bam-8892	132	1	22	22	NUM
bam-8892	132	2	.	.	PUNCT
bam-8892	133	1	pedregosa	pedregosa	PROPN
bam-8892	133	2	f	f	PROPN
bam-8892	133	3	,	,	PUNCT
bam-8892	133	4	varoquaux	varoquaux	VERB
bam-8892	133	5	g	g	NOUN
bam-8892	133	6	,	,	PUNCT
bam-8892	133	7	gramfort	gramfort	VERB
bam-8892	133	8	a	a	PRON
bam-8892	133	9	,	,	PUNCT
bam-8892	133	10	et	et	PROPN
bam-8892	133	11	al	al	PROPN
bam-8892	133	12	.	.	PROPN
bam-8892	133	13	scikit	scikit	PROPN
bam-8892	133	14	-	-	PUNCT
bam-8892	133	15	learn	learn	VERB
bam-8892	133	16	:	:	PUNCT
bam-8892	133	17	machine	machine	NOUN
bam-8892	133	18	learning	learning	NOUN
bam-8892	133	19	in	in	ADP
bam-8892	133	20	python	python	PROPN
bam-8892	133	21	.	.	PUNCT
bam-8892	134	1	journal	journal	PROPN
bam-8892	134	2	of	of	ADP
bam-8892	134	3	machine	machine	NOUN
bam-8892	134	4	learning	learn	VERB
bam-8892	134	5	research	research	NOUN
bam-8892	134	6	2011;12:2825	2011;12:2825	PROPN
bam-8892	134	7	-	-	SYM
bam-8892	134	8	30	30	NUM
bam-8892	134	9	.	.	PUNCT
bam-8892	135	1	submitted	submit	VERB
bam-8892	135	2	:	:	PUNCT
bam-8892	135	3	february	february	PROPN
bam-8892	135	4	11	11	NUM
bam-8892	135	5	,	,	PUNCT
bam-8892	135	6	2020	2020	NUM
bam-8892	135	7	revision	revision	NOUN
bam-8892	135	8	received	receive	VERB
bam-8892	135	9	:	:	PUNCT
bam-8892	135	10	march	march	PROPN
bam-8892	135	11	3	3	NUM
bam-8892	135	12	,	,	PUNCT
bam-8892	135	13	2020	2020	NUM
bam-8892	135	14	accepted	accept	VERB
bam-8892	135	15	for	for	ADP
bam-8892	135	16	publication	publication	NOUN
bam-8892	135	17	:	:	PUNCT
bam-8892	135	18	march	march	PROPN
bam-8892	135	19	3	3	NUM
bam-8892	135	20	,	,	PUNCT
bam-8892	135	21	2020	2020	NUM
bam-8892	135	22	mailto:kyle@ru.is	mailto:kyle@ru.is	ADJ
bam-8892	135	23	mailto:magnuskg@ru.is	mailto:magnuskg@ru.is	NOUN
bam-8892	135	24	mailto:paologar@landspitali.is	mailto:paologar@landspitali.is	ADJ