id	sid	tid	token	lemma	pos
globalce-252	1	1	51	51	NUM
globalce-252	1	2	j	j	PROPN
globalce-252	1	3	global	global	ADJ
globalce-252	1	4	clinical	clinical	ADJ
globalce-252	1	5	engineering	engineering	PROPN
globalce-252	1	6	vol.6	vol.6	PROPN
globalce-252	1	7	special	special	ADJ
globalce-252	1	8	issue	issue	NOUN
globalce-252	1	9	6	6	NUM
globalce-252	1	10	:	:	SYM
globalce-252	1	11	2024	2024	NUM
globalce-252	1	12	conference	conference	NOUN
globalce-252	1	13	paper	paper	NOUN
globalce-252	1	14	leveraging	leverage	VERB
globalce-252	1	15	web	web	NOUN
globalce-252	1	16	scraping	scraping	NOUN
globalce-252	1	17	and	and	CCONJ
globalce-252	1	18	api	api	NOUN
globalce-252	1	19	integration	integration	NOUN
globalce-252	1	20	for	for	ADP
globalce-252	1	21	efficient	efficient	ADJ
globalce-252	1	22	medical	medical	ADJ
globalce-252	1	23	device	device	NOUN
globalce-252	1	24	data	datum	NOUN
globalce-252	1	25	management	management	NOUN
globalce-252	1	26	agapi	agapi	PROPN
globalce-252	1	27	konstantina	konstantina	PROPN
globalce-252	1	28	liontou1	liontou1	PROPN
globalce-252	1	29	,	,	PUNCT
globalce-252	1	30	*	*	PUNCT
globalce-252	1	31	,	,	PUNCT
globalce-252	1	32	spilios	spilio	NOUN
globalce-252	1	33	zisimopoulos2	zisimopoulos2	X
globalce-252	1	34	and	and	CCONJ
globalce-252	1	35	aris	aris	PROPN
globalce-252	1	36	dermitzakis1	dermitzakis1	PROPN
globalce-252	1	37	1	1	NUM
globalce-252	1	38	biomedical	biomedical	ADJ
globalce-252	1	39	technology	technology	NOUN
globalce-252	1	40	unit	unit	NOUN
globalce-252	1	41	,	,	PUNCT
globalce-252	1	42	department	department	NOUN
globalce-252	1	43	of	of	ADP
globalce-252	1	44	medical	medical	ADJ
globalce-252	1	45	physics	physics	PROPN
globalce-252	1	46	,	,	PUNCT
globalce-252	1	47	school	school	NOUN
globalce-252	1	48	of	of	ADP
globalce-252	1	49	medicine	medicine	NOUN
globalce-252	1	50	,	,	PUNCT
globalce-252	1	51	university	university	PROPN
globalce-252	1	52	of	of	ADP
globalce-252	1	53	patras	patras	PROPN
globalce-252	1	54	,	,	PUNCT
globalce-252	1	55	patras	patras	PROPN
globalce-252	1	56	,	,	PUNCT
globalce-252	1	57	greece	greece	PROPN
globalce-252	1	58	.	.	PROPN
globalce-252	1	59	2	2	NUM
globalce-252	1	60	institute	institute	NOUN
globalce-252	1	61	of	of	ADP
globalce-252	1	62	biomedical	biomedical	ADJ
globalce-252	1	63	technology	technology	PROPN
globalce-252	1	64	,	,	PUNCT
globalce-252	1	65	patras	patras	PROPN
globalce-252	1	66	,	,	PUNCT
globalce-252	1	67	greece	greece	PROPN
globalce-252	1	68	.	.	PUNCT
globalce-252	2	1	*	*	PUNCT
globalce-252	2	2	corresponding	correspond	VERB
globalce-252	2	3	author	author	NOUN
globalce-252	2	4	email	email	NOUN
globalce-252	2	5	:	:	PUNCT
globalce-252	2	6	liontou.kon@gmail.com	liontou.kon@gmail.com	X
globalce-252	2	7	abstract	abstract	ADJ
globalce-252	2	8	accurate	accurate	ADJ
globalce-252	2	9	identification	identification	NOUN
globalce-252	2	10	and	and	CCONJ
globalce-252	2	11	management	management	NOUN
globalce-252	2	12	of	of	ADP
globalce-252	2	13	medical	medical	ADJ
globalce-252	2	14	devices	device	NOUN
globalce-252	2	15	is	be	AUX
globalce-252	2	16	of	of	ADP
globalce-252	2	17	particular	particular	ADJ
globalce-252	2	18	importance	importance	NOUN
globalce-252	2	19	to	to	PART
globalce-252	2	20	ensure	ensure	VERB
globalce-252	2	21	patient	patient	ADJ
globalce-252	2	22	safety	safety	NOUN
globalce-252	2	23	and	and	CCONJ
globalce-252	2	24	regulatory	regulatory	ADJ
globalce-252	2	25	compliance	compliance	NOUN
globalce-252	2	26	within	within	ADP
globalce-252	2	27	healthcare	healthcare	NOUN
globalce-252	2	28	systems	system	NOUN
globalce-252	2	29	.	.	PUNCT
globalce-252	3	1	this	this	DET
globalce-252	3	2	paper	paper	NOUN
globalce-252	3	3	presents	present	VERB
globalce-252	3	4	a	a	DET
globalce-252	3	5	comprehensive	comprehensive	ADJ
globalce-252	3	6	exploration	exploration	NOUN
globalce-252	3	7	of	of	ADP
globalce-252	3	8	medical	medical	ADJ
globalce-252	3	9	device	device	NOUN
globalce-252	3	10	data	datum	NOUN
globalce-252	3	11	retrieval	retrieval	NOUN
globalce-252	3	12	,	,	PUNCT
globalce-252	3	13	focusing	focus	VERB
globalce-252	3	14	on	on	ADP
globalce-252	3	15	the	the	DET
globalce-252	3	16	integration	integration	NOUN
globalce-252	3	17	of	of	ADP
globalce-252	3	18	web	web	NOUN
globalce-252	3	19	scraping	scraping	NOUN
globalce-252	3	20	and	and	CCONJ
globalce-252	3	21	application	application	NOUN
globalce-252	3	22	programming	programming	NOUN
globalce-252	3	23	interface	interface	NOUN
globalce-252	3	24	(	(	PUNCT
globalce-252	3	25	api	api	NOUN
globalce-252	3	26	)	)	PUNCT
globalce-252	3	27	technologies	technology	NOUN
globalce-252	3	28	.	.	PUNCT
globalce-252	4	1	the	the	DET
globalce-252	4	2	utilization	utilization	NOUN
globalce-252	4	3	of	of	ADP
globalce-252	4	4	unique	unique	ADJ
globalce-252	4	5	device	device	NOUN
globalce-252	4	6	identifiers	identifier	NOUN
globalce-252	4	7	(	(	PUNCT
globalce-252	4	8	udis	udis	PROPN
globalce-252	4	9	)	)	PUNCT
globalce-252	4	10	and	and	CCONJ
globalce-252	4	11	the	the	DET
globalce-252	4	12	global	global	ADJ
globalce-252	4	13	medical	medical	ADJ
globalce-252	4	14	device	device	NOUN
globalce-252	4	15	nomenclature	nomenclature	NOUN
globalce-252	4	16	(	(	PUNCT
globalce-252	4	17	gmdn	gmdn	NOUN
globalce-252	4	18	)	)	PUNCT
globalce-252	4	19	system	system	NOUN
globalce-252	4	20	is	be	AUX
globalce-252	4	21	emphasized	emphasize	VERB
globalce-252	4	22	to	to	PART
globalce-252	4	23	enhance	enhance	VERB
globalce-252	4	24	device	device	NOUN
globalce-252	4	25	authentication	authentication	NOUN
globalce-252	4	26	,	,	PUNCT
globalce-252	4	27	attribute	attribute	NOUN
globalce-252	4	28	verification	verification	NOUN
globalce-252	4	29	,	,	PUNCT
globalce-252	4	30	and	and	CCONJ
globalce-252	4	31	accurate	accurate	ADJ
globalce-252	4	32	categorization	categorization	NOUN
globalce-252	4	33	.	.	PUNCT
globalce-252	5	1	this	this	DET
globalce-252	5	2	paper	paper	NOUN
globalce-252	5	3	introduces	introduce	VERB
globalce-252	5	4	a	a	DET
globalce-252	5	5	state	state	NOUN
globalce-252	5	6	-	-	PUNCT
globalce-252	5	7	of	of	ADP
globalce-252	5	8	-	-	PUNCT
globalce-252	5	9	the	the	DET
globalce-252	5	10	-	-	PUNCT
globalce-252	5	11	art	art	NOUN
globalce-252	5	12	code	code	NOUN
globalce-252	5	13	implementation	implementation	NOUN
globalce-252	5	14	that	that	PRON
globalce-252	5	15	combines	combine	VERB
globalce-252	5	16	web	web	NOUN
globalce-252	5	17	scraping	scrape	VERB
globalce-252	5	18	techniques	technique	NOUN
globalce-252	5	19	and	and	CCONJ
globalce-252	5	20	api	api	NOUN
globalce-252	5	21	integration	integration	NOUN
globalce-252	5	22	to	to	PART
globalce-252	5	23	address	address	VERB
globalce-252	5	24	the	the	DET
globalce-252	5	25	challenges	challenge	NOUN
globalce-252	5	26	of	of	ADP
globalce-252	5	27	retrieving	retrieve	VERB
globalce-252	5	28	and	and	CCONJ
globalce-252	5	29	verifying	verify	VERB
globalce-252	5	30	device	device	NOUN
globalce-252	5	31	information	information	NOUN
globalce-252	5	32	.	.	PUNCT
globalce-252	6	1	the	the	DET
globalce-252	6	2	code	code	NOUN
globalce-252	6	3	facilitates	facilitate	VERB
globalce-252	6	4	both	both	DET
globalce-252	6	5	access	access	NOUN
globalce-252	6	6	to	to	ADP
globalce-252	6	7	data	datum	NOUN
globalce-252	6	8	and	and	CCONJ
globalce-252	6	9	healthcare	healthcare	NOUN
globalce-252	6	10	professionals	professional	NOUN
globalce-252	6	11	and	and	CCONJ
globalce-252	6	12	stakeholders	stakeholder	NOUN
globalce-252	6	13	to	to	PART
globalce-252	6	14	make	make	VERB
globalce-252	6	15	informed	informed	ADJ
globalce-252	6	16	decisions	decision	NOUN
globalce-252	6	17	based	base	VERB
globalce-252	6	18	on	on	ADP
globalce-252	6	19	reliable	reliable	ADJ
globalce-252	6	20	and	and	CCONJ
globalce-252	6	21	up	up	ADP
globalce-252	6	22	-	-	PUNCT
globalce-252	6	23	to	to	ADP
globalce-252	6	24	-	-	PUNCT
globalce-252	6	25	date	date	NOUN
globalce-252	6	26	information	information	NOUN
globalce-252	6	27	.	.	PUNCT
globalce-252	7	1	this	this	PRON
globalce-252	7	2	is	be	AUX
globalce-252	7	3	a	a	DET
globalce-252	7	4	significant	significant	ADJ
globalce-252	7	5	and	and	CCONJ
globalce-252	7	6	defining	define	VERB
globalce-252	7	7	advance	advance	NOUN
globalce-252	7	8	in	in	ADP
globalce-252	7	9	the	the	DET
globalce-252	7	10	field	field	NOUN
globalce-252	7	11	,	,	PUNCT
globalce-252	7	12	offering	offer	VERB
globalce-252	7	13	a	a	DET
globalce-252	7	14	powerful	powerful	ADJ
globalce-252	7	15	solution	solution	NOUN
globalce-252	7	16	that	that	PRON
globalce-252	7	17	is	be	AUX
globalce-252	7	18	innovative	innovative	ADJ
globalce-252	7	19	as	as	ADV
globalce-252	7	20	well	well	ADV
globalce-252	7	21	as	as	ADP
globalce-252	7	22	vital	vital	ADJ
globalce-252	7	23	.	.	PUNCT
globalce-252	8	1	the	the	DET
globalce-252	8	2	paper	paper	NOUN
globalce-252	8	3	concludes	conclude	VERB
globalce-252	8	4	by	by	ADP
globalce-252	8	5	discussing	discuss	VERB
globalce-252	8	6	the	the	DET
globalce-252	8	7	potential	potential	ADJ
globalce-252	8	8	impact	impact	NOUN
globalce-252	8	9	of	of	ADP
globalce-252	8	10	these	these	DET
globalce-252	8	11	developments	development	NOUN
globalce-252	8	12	on	on	ADP
globalce-252	8	13	patient	patient	ADJ
globalce-252	8	14	safety	safety	NOUN
globalce-252	8	15	,	,	PUNCT
globalce-252	8	16	regulatory	regulatory	ADJ
globalce-252	8	17	compliance	compliance	NOUN
globalce-252	8	18	,	,	PUNCT
globalce-252	8	19	and	and	CCONJ
globalce-252	8	20	the	the	DET
globalce-252	8	21	overall	overall	ADJ
globalce-252	8	22	advancement	advancement	NOUN
globalce-252	8	23	of	of	ADP
globalce-252	8	24	healthcare	healthcare	PROPN
globalce-252	8	25	technology	technology	NOUN
globalce-252	8	26	.	.	PUNCT
globalce-252	9	1	in	in	ADP
globalce-252	9	2	addition	addition	NOUN
globalce-252	9	3	,	,	PUNCT
globalce-252	9	4	the	the	DET
globalce-252	9	5	importance	importance	NOUN
globalce-252	9	6	of	of	ADP
globalce-252	9	7	accurate	accurate	ADJ
globalce-252	9	8	device	device	NOUN
globalce-252	9	9	identification	identification	NOUN
globalce-252	9	10	,	,	PUNCT
globalce-252	9	11	the	the	DET
globalce-252	9	12	role	role	NOUN
globalce-252	9	13	of	of	ADP
globalce-252	9	14	udis	udi	NOUN
globalce-252	9	15	and	and	CCONJ
globalce-252	9	16	gmdn	gmdn	NOUN
globalce-252	9	17	,	,	PUNCT
globalce-252	9	18	and	and	CCONJ
globalce-252	9	19	the	the	DET
globalce-252	9	20	significance	significance	NOUN
globalce-252	9	21	of	of	ADP
globalce-252	9	22	the	the	DET
globalce-252	9	23	provided	provide	VERB
globalce-252	9	24	cutting	cutting	NOUN
globalce-252	9	25	-	-	PUNCT
globalce-252	9	26	edge	edge	NOUN
globalce-252	9	27	code	code	NOUN
globalce-252	9	28	are	be	AUX
globalce-252	9	29	highlighted	highlight	VERB
globalce-252	9	30	,	,	PUNCT
globalce-252	9	31	providing	provide	VERB
globalce-252	9	32	valuable	valuable	ADJ
globalce-252	9	33	insights	insight	NOUN
globalce-252	9	34	into	into	ADP
globalce-252	9	35	the	the	DET
globalce-252	9	36	field	field	NOUN
globalce-252	9	37	of	of	ADP
globalce-252	9	38	medical	medical	ADJ
globalce-252	9	39	device	device	NOUN
globalce-252	9	40	data	datum	NOUN
globalce-252	9	41	retrieval	retrieval	NOUN
globalce-252	9	42	.	.	PUNCT
globalce-252	10	1	keywords	keyword	NOUN
globalce-252	10	2	—	—	PUNCT
globalce-252	10	3	web	web	NOUN
globalce-252	10	4	scraping	scraping	NOUN
globalce-252	10	5	,	,	PUNCT
globalce-252	10	6	medical	medical	ADJ
globalce-252	10	7	device	device	NOUN
globalce-252	10	8	data	datum	NOUN
globalce-252	10	9	management	management	NOUN
globalce-252	10	10	,	,	PUNCT
globalce-252	10	11	api	api	NOUN
globalce-252	10	12	integration	integration	NOUN
globalce-252	10	13	.	.	PUNCT
globalce-252	11	1	copyright	copyright	NOUN
globalce-252	11	2	©	©	PROPN
globalce-252	11	3	2024	2024	NUM
globalce-252	11	4	.	.	PUNCT
globalce-252	12	1	this	this	PRON
globalce-252	12	2	is	be	AUX
globalce-252	12	3	an	an	DET
globalce-252	12	4	open	open	ADJ
globalce-252	12	5	-	-	PUNCT
globalce-252	12	6	access	access	NOUN
globalce-252	12	7	article	article	NOUN
globalce-252	12	8	distributed	distribute	VERB
globalce-252	12	9	under	under	ADP
globalce-252	12	10	the	the	DET
globalce-252	12	11	terms	term	NOUN
globalce-252	12	12	of	of	ADP
globalce-252	12	13	the	the	DET
globalce-252	12	14	creative	creative	ADJ
globalce-252	12	15	commons	common	NOUN
globalce-252	12	16	attribution	attribution	NOUN
globalce-252	12	17	license	license	NOUN
globalce-252	12	18	(	(	PUNCT
globalce-252	12	19	cc	cc	NOUN
globalce-252	12	20	by	by	ADV
globalce-252	12	21	):	):	PUNCT
globalce-252	12	22	creative	creative	ADJ
globalce-252	12	23	commons	common	NOUN
globalce-252	12	24	attribution	attribution	NOUN
globalce-252	12	25	4.0	4.0	NUM
globalce-252	12	26	international	international	NOUN
globalce-252	12	27	cc	cc	NOUN
globalce-252	12	28	by	by	ADP
globalce-252	12	29	4.0	4.0	NUM
globalce-252	12	30	.	.	PUNCT
globalce-252	13	1	the	the	DET
globalce-252	13	2	use	use	NOUN
globalce-252	13	3	,	,	PUNCT
globalce-252	13	4	distribution	distribution	NOUN
globalce-252	13	5	or	or	CCONJ
globalce-252	13	6	reproduction	reproduction	NOUN
globalce-252	13	7	in	in	ADP
globalce-252	13	8	other	other	ADJ
globalce-252	13	9	forums	forum	NOUN
globalce-252	13	10	is	be	AUX
globalce-252	13	11	permitted	permit	VERB
globalce-252	13	12	,	,	PUNCT
globalce-252	13	13	provided	provide	VERB
globalce-252	13	14	the	the	DET
globalce-252	13	15	original	original	ADJ
globalce-252	13	16	author(s	author(s	NOUN
globalce-252	13	17	)	)	PUNCT
globalce-252	13	18	and	and	CCONJ
globalce-252	13	19	the	the	DET
globalce-252	13	20	copyright	copyright	NOUN
globalce-252	13	21	owner(s	owner(s	NOUN
globalce-252	13	22	)	)	PUNCT
globalce-252	13	23	are	be	AUX
globalce-252	13	24	credited	credit	VERB
globalce-252	13	25	and	and	CCONJ
globalce-252	13	26	that	that	SCONJ
globalce-252	13	27	the	the	DET
globalce-252	13	28	original	original	ADJ
globalce-252	13	29	publication	publication	NOUN
globalce-252	13	30	in	in	ADP
globalce-252	13	31	this	this	DET
globalce-252	13	32	journal	journal	NOUN
globalce-252	13	33	is	be	AUX
globalce-252	13	34	cited	cite	VERB
globalce-252	13	35	,	,	PUNCT
globalce-252	13	36	in	in	ADP
globalce-252	13	37	accordance	accordance	NOUN
globalce-252	13	38	with	with	ADP
globalce-252	13	39	accepted	accept	VERB
globalce-252	13	40	academic	academic	ADJ
globalce-252	13	41	practice	practice	NOUN
globalce-252	13	42	.	.	PUNCT
globalce-252	14	1	no	no	DET
globalce-252	14	2	use	use	NOUN
globalce-252	14	3	,	,	PUNCT
globalce-252	14	4	distribution	distribution	NOUN
globalce-252	14	5	or	or	CCONJ
globalce-252	14	6	reproduction	reproduction	NOUN
globalce-252	14	7	is	be	AUX
globalce-252	14	8	permitted	permit	VERB
globalce-252	14	9	which	which	PRON
globalce-252	14	10	does	do	AUX
globalce-252	14	11	not	not	PART
globalce-252	14	12	comply	comply	VERB
globalce-252	14	13	with	with	ADP
globalce-252	14	14	these	these	DET
globalce-252	14	15	terms	term	NOUN
globalce-252	14	16	.	.	PUNCT
globalce-252	14	17	http://www.globalce.org	http://www.globalce.org	PUNCT
globalce-252	15	1	http://globalce.org	http://globalce.org	PROPN
globalce-252	15	2	http://globalce.org	http://globalce.org	PROPN
globalce-252	15	3	mailto:liontou.kon@gmail.com	mailto:liontou.kon@gmail.com	PROPN
globalce-252	15	4	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN
globalce-252	15	5	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN
globalce-252	15	6	j	j	PROPN
globalce-252	15	7	global	global	ADJ
globalce-252	15	8	clinical	clinical	ADJ
globalce-252	15	9	engineering	engineering	PROPN
globalce-252	15	10	vol.6	vol.6	PROPN
globalce-252	15	11	special	special	ADJ
globalce-252	15	12	issue	issue	NOUN
globalce-252	15	13	6	6	NUM
globalce-252	15	14	:	:	SYM
globalce-252	15	15	2024	2024	NUM
globalce-252	15	16	52	52	NUM
globalce-252	15	17	introduction	introduction	NOUN
globalce-252	15	18	in	in	ADP
globalce-252	15	19	today	today	NOUN
globalce-252	15	20	’s	’s	PART
globalce-252	15	21	data	data	NOUN
globalce-252	15	22	-	-	PUNCT
globalce-252	15	23	driven	drive	VERB
globalce-252	15	24	landscape	landscape	NOUN
globalce-252	15	25	,	,	PUNCT
globalce-252	15	26	the	the	DET
globalce-252	15	27	demand	demand	NOUN
globalce-252	15	28	for	for	ADP
globalce-252	15	29	effective	effective	ADJ
globalce-252	15	30	data	data	NOUN
globalce-252	15	31	extraction	extraction	NOUN
globalce-252	15	32	techniques	technique	NOUN
globalce-252	15	33	is	be	AUX
globalce-252	15	34	critical	critical	ADJ
globalce-252	15	35	.	.	PUNCT
globalce-252	16	1	patient	patient	ADJ
globalce-252	16	2	safety	safety	NOUN
globalce-252	16	3	,	,	PUNCT
globalce-252	16	4	regulatory	regulatory	ADJ
globalce-252	16	5	compliance	compliance	NOUN
globalce-252	16	6	,	,	PUNCT
globalce-252	16	7	and	and	CCONJ
globalce-252	16	8	informed	informed	ADJ
globalce-252	16	9	decision	decision	NOUN
globalce-252	16	10	-	-	PUNCT
globalce-252	16	11	making	make	VERB
globalce-252	16	12	hinge	hinge	NOUN
globalce-252	16	13	on	on	ADP
globalce-252	16	14	the	the	DET
globalce-252	16	15	acquisition	acquisition	NOUN
globalce-252	16	16	of	of	ADP
globalce-252	16	17	accurate	accurate	ADJ
globalce-252	16	18	and	and	CCONJ
globalce-252	16	19	up	up	ADP
globalce-252	16	20	-	-	PUNCT
globalce-252	16	21	to	to	ADP
globalce-252	16	22	-	-	PUNCT
globalce-252	16	23	date	date	NOUN
globalce-252	16	24	information	information	NOUN
globalce-252	16	25	about	about	ADP
globalce-252	16	26	medical	medical	ADJ
globalce-252	16	27	devices	device	NOUN
globalce-252	16	28	.	.	PUNCT
globalce-252	17	1	however	however	ADV
globalce-252	17	2	,	,	PUNCT
globalce-252	17	3	obtaining	obtain	VERB
globalce-252	17	4	this	this	DET
globalce-252	17	5	information	information	NOUN
globalce-252	17	6	can	can	AUX
globalce-252	17	7	be	be	AUX
globalce-252	17	8	a	a	DET
globalce-252	17	9	daunting	daunting	ADJ
globalce-252	17	10	task	task	NOUN
globalce-252	17	11	,	,	PUNCT
globalce-252	17	12	given	give	VERB
globalce-252	17	13	the	the	DET
globalce-252	17	14	disparate	disparate	ADJ
globalce-252	17	15	origins	origin	NOUN
globalce-252	17	16	and	and	CCONJ
globalce-252	17	17	formats	format	NOUN
globalce-252	17	18	of	of	ADP
globalce-252	17	19	available	available	ADJ
globalce-252	17	20	data	datum	NOUN
globalce-252	17	21	.	.	PUNCT
globalce-252	18	1	this	this	DET
globalce-252	18	2	paper	paper	NOUN
globalce-252	18	3	examines	examine	VERB
globalce-252	18	4	the	the	DET
globalce-252	18	5	challenges	challenge	NOUN
globalce-252	18	6	associated	associate	VERB
globalce-252	18	7	with	with	ADP
globalce-252	18	8	medical	medical	ADJ
globalce-252	18	9	device	device	NOUN
globalce-252	18	10	data	datum	NOUN
globalce-252	18	11	management	management	NOUN
globalce-252	18	12	and	and	CCONJ
globalce-252	18	13	introduces	introduce	VERB
globalce-252	18	14	a	a	DET
globalce-252	18	15	comprehensive	comprehensive	ADJ
globalce-252	18	16	methodology	methodology	NOUN
globalce-252	18	17	,	,	PUNCT
globalce-252	18	18	proposing	propose	VERB
globalce-252	18	19	a	a	DET
globalce-252	18	20	combination	combination	NOUN
globalce-252	18	21	of	of	ADP
globalce-252	18	22	web	web	NOUN
globalce-252	18	23	scraping	scrape	VERB
globalce-252	18	24	methods	method	NOUN
globalce-252	18	25	with	with	ADP
globalce-252	18	26	the	the	DET
globalce-252	18	27	integration	integration	NOUN
globalce-252	18	28	of	of	ADP
globalce-252	18	29	application	application	NOUN
globalce-252	18	30	programming	programming	NOUN
globalce-252	18	31	interfaces	interface	NOUN
globalce-252	18	32	(	(	PUNCT
globalce-252	18	33	apis	apis	ADJ
globalce-252	18	34	)	)	PUNCT
globalce-252	18	35	,	,	PUNCT
globalce-252	18	36	with	with	ADP
globalce-252	18	37	a	a	DET
globalce-252	18	38	particular	particular	ADJ
globalce-252	18	39	focus	focus	NOUN
globalce-252	18	40	on	on	ADP
globalce-252	18	41	two	two	NUM
globalce-252	18	42	key	key	ADJ
globalce-252	18	43	elements	element	NOUN
globalce-252	18	44	:	:	PUNCT
globalce-252	18	45	unique	unique	ADJ
globalce-252	18	46	device	device	NOUN
globalce-252	18	47	identifiers	identifier	NOUN
globalce-252	18	48	(	(	PUNCT
globalce-252	18	49	udis	udis	PROPN
globalce-252	18	50	)	)	PUNCT
globalce-252	18	51	and	and	CCONJ
globalce-252	18	52	global	global	ADJ
globalce-252	18	53	medical	medical	ADJ
globalce-252	18	54	device	device	NOUN
globalce-252	18	55	nomenclature	nomenclature	NOUN
globalce-252	18	56	(	(	PUNCT
globalce-252	18	57	gmdn	gmdn	NOUN
globalce-252	18	58	)	)	PUNCT
globalce-252	18	59	terms	term	NOUN
globalce-252	18	60	,	,	PUNCT
globalce-252	18	61	pivotal	pivotal	ADJ
globalce-252	18	62	for	for	ADP
globalce-252	18	63	the	the	DET
globalce-252	18	64	identification	identification	NOUN
globalce-252	18	65	and	and	CCONJ
globalce-252	18	66	categorization	categorization	NOUN
globalce-252	18	67	of	of	ADP
globalce-252	18	68	medical	medical	ADJ
globalce-252	18	69	devices	device	NOUN
globalce-252	18	70	.	.	PUNCT
globalce-252	19	1	our	our	PRON
globalce-252	19	2	objective	objective	NOUN
globalce-252	19	3	is	be	AUX
globalce-252	19	4	to	to	PART
globalce-252	19	5	present	present	VERB
globalce-252	19	6	an	an	DET
globalce-252	19	7	integrated	integrated	ADJ
globalce-252	19	8	approach	approach	NOUN
globalce-252	19	9	for	for	ADP
globalce-252	19	10	gathering	gathering	NOUN
globalce-252	19	11	,	,	PUNCT
globalce-252	19	12	validating	validate	VERB
globalce-252	19	13	,	,	PUNCT
globalce-252	19	14	and	and	CCONJ
globalce-252	19	15	employing	employ	VERB
globalce-252	19	16	medical	medical	ADJ
globalce-252	19	17	device	device	NOUN
globalce-252	19	18	data	datum	NOUN
globalce-252	19	19	from	from	ADP
globalce-252	19	20	the	the	DET
globalce-252	19	21	accessgudid	accessgudid	NOUN
globalce-252	19	22	(	(	PUNCT
globalce-252	19	23	global	global	ADJ
globalce-252	19	24	unique	unique	ADJ
globalce-252	19	25	device	device	NOUN
globalce-252	19	26	identification	identification	NOUN
globalce-252	19	27	database	database	NOUN
globalce-252	19	28	)	)	PUNCT
globalce-252	19	29	,	,	PUNCT
globalce-252	19	30	which	which	PRON
globalce-252	19	31	acts	act	VERB
globalce-252	19	32	as	as	ADP
globalce-252	19	33	the	the	DET
globalce-252	19	34	authoritative	authoritative	ADJ
globalce-252	19	35	source	source	NOUN
globalce-252	19	36	of	of	ADP
globalce-252	19	37	device	device	NOUN
globalce-252	19	38	information	information	NOUN
globalce-252	19	39	,	,	PUNCT
globalce-252	19	40	laying	lay	VERB
globalce-252	19	41	the	the	DET
globalce-252	19	42	foundation	foundation	NOUN
globalce-252	19	43	for	for	ADP
globalce-252	19	44	our	our	PRON
globalce-252	19	45	methodology	methodology	NOUN
globalce-252	19	46	.	.	PUNCT
globalce-252	20	1	in	in	ADP
globalce-252	20	2	addition	addition	NOUN
globalce-252	20	3	,	,	PUNCT
globalce-252	20	4	our	our	PRON
globalce-252	20	5	methodology	methodology	NOUN
globalce-252	20	6	relies	rely	VERB
globalce-252	20	7	on	on	ADP
globalce-252	20	8	the	the	DET
globalce-252	20	9	web	web	NOUN
globalce-252	20	10	-	-	ADJ
globalce-252	20	11	praxis	praxis	ADJ
globalce-252	20	12	medical	medical	ADJ
globalce-252	20	13	equipment	equipment	NOUN
globalce-252	20	14	management	management	NOUN
globalce-252	20	15	software	software	NOUN
globalce-252	20	16	(	(	PUNCT
globalce-252	20	17	mems	mems	PROPN
globalce-252	20	18	)	)	PUNCT
globalce-252	20	19	,	,	PUNCT
globalce-252	20	20	developed	develop	VERB
globalce-252	20	21	by	by	ADP
globalce-252	20	22	the	the	DET
globalce-252	20	23	institute	institute	PROPN
globalce-252	20	24	of	of	ADP
globalce-252	20	25	biomedical	biomedical	ADJ
globalce-252	20	26	technology	technology	NOUN
globalce-252	20	27	(	(	PUNCT
globalce-252	20	28	inbit)1	inbit)1	PROPN
globalce-252	20	29	,	,	PUNCT
globalce-252	20	30	whose	whose	DET
globalce-252	20	31	data	datum	NOUN
globalce-252	20	32	can	can	AUX
globalce-252	20	33	be	be	AUX
globalce-252	20	34	accessed	access	VERB
globalce-252	20	35	by	by	ADP
globalce-252	20	36	appropriate	appropriate	ADJ
globalce-252	20	37	healthcare	healthcare	NOUN
globalce-252	20	38	unit	unit	NOUN
globalce-252	20	39	users	user	NOUN
globalce-252	20	40	.	.	PUNCT
globalce-252	21	1	a	a	DET
globalce-252	21	2	dataset	dataset	NOUN
globalce-252	21	3	of	of	ADP
globalce-252	21	4	medical	medical	ADJ
globalce-252	21	5	device	device	NOUN
globalce-252	21	6	information	information	NOUN
globalce-252	21	7	was	be	AUX
globalce-252	21	8	provided	provide	VERB
globalce-252	21	9	for	for	ADP
globalce-252	21	10	the	the	DET
globalce-252	21	11	purpose	purpose	NOUN
globalce-252	21	12	of	of	ADP
globalce-252	21	13	this	this	DET
globalce-252	21	14	study	study	NOUN
globalce-252	21	15	.	.	PUNCT
globalce-252	22	1	accessgudid	accessgudid	VERB
globalce-252	22	2	database	database	NOUN
globalce-252	22	3	on	on	ADP
globalce-252	22	4	the	the	DET
globalce-252	22	5	other	other	ADJ
globalce-252	22	6	hand	hand	NOUN
globalce-252	22	7	is	be	AUX
globalce-252	22	8	freely	freely	ADV
globalce-252	22	9	accessible	accessible	ADJ
globalce-252	22	10	.	.	PUNCT
globalce-252	23	1	the	the	DET
globalce-252	23	2	significance	significance	NOUN
globalce-252	23	3	of	of	ADP
globalce-252	23	4	swift	swift	ADJ
globalce-252	23	5	medical	medical	ADJ
globalce-252	23	6	equipment	equipment	NOUN
globalce-252	23	7	(	(	PUNCT
globalce-252	23	8	me	me	NOUN
globalce-252	23	9	)	)	PUNCT
globalce-252	23	10	identification	identification	NOUN
globalce-252	23	11	in	in	ADP
globalce-252	23	12	today	today	NOUN
globalce-252	23	13	’s	’s	PART
globalce-252	23	14	fast	fast	ADV
globalce-252	23	15	-	-	PUNCT
globalce-252	23	16	paced	pace	VERB
globalce-252	23	17	healthcare	healthcare	NOUN
globalce-252	23	18	environment	environment	NOUN
globalce-252	23	19	can	can	AUX
globalce-252	23	20	not	not	PART
globalce-252	23	21	be	be	AUX
globalce-252	23	22	overstated	overstate	VERB
globalce-252	23	23	.	.	PUNCT
globalce-252	24	1	particularly	particularly	ADV
globalce-252	24	2	in	in	ADP
globalce-252	24	3	the	the	DET
globalce-252	24	4	context	context	NOUN
globalce-252	24	5	of	of	ADP
globalce-252	24	6	recalls	recall	NOUN
globalce-252	24	7	and	and	CCONJ
globalce-252	24	8	field	field	NOUN
globalce-252	24	9	safety	safety	NOUN
globalce-252	24	10	notices	notice	NOUN
globalce-252	24	11	(	(	PUNCT
globalce-252	24	12	fsns	fsns	PROPN
globalce-252	24	13	)	)	PUNCT
globalce-252	24	14	issued	issue	VERB
globalce-252	24	15	by	by	ADP
globalce-252	24	16	manufacturers	manufacturer	NOUN
globalce-252	24	17	,	,	PUNCT
globalce-252	24	18	which	which	PRON
globalce-252	24	19	contain	contain	VERB
globalce-252	24	20	vital	vital	ADJ
globalce-252	24	21	information	information	NOUN
globalce-252	24	22	about	about	ADP
globalce-252	24	23	affected	affect	VERB
globalce-252	24	24	device	device	NOUN
globalce-252	24	25	types	type	NOUN
globalce-252	24	26	,	,	PUNCT
globalce-252	24	27	rapid	rapid	ADJ
globalce-252	24	28	identification	identification	NOUN
globalce-252	24	29	plays	play	VERB
globalce-252	24	30	a	a	DET
globalce-252	24	31	crucial	crucial	ADJ
globalce-252	24	32	role	role	NOUN
globalce-252	24	33	.	.	PUNCT
globalce-252	25	1	clinical	clinical	ADJ
globalce-252	25	2	engineers	engineer	NOUN
globalce-252	25	3	are	be	AUX
globalce-252	25	4	entrusted	entrust	VERB
globalce-252	25	5	with	with	ADP
globalce-252	25	6	the	the	DET
globalce-252	25	7	immediate	immediate	ADJ
globalce-252	25	8	and	and	CCONJ
globalce-252	25	9	appropriate	appropriate	ADJ
globalce-252	25	10	response	response	NOUN
globalce-252	25	11	to	to	ADP
globalce-252	25	12	these	these	DET
globalce-252	25	13	notices	notice	NOUN
globalce-252	25	14	,	,	PUNCT
globalce-252	25	15	ensuring	ensure	VERB
globalce-252	25	16	the	the	DET
globalce-252	25	17	correct	correct	ADJ
globalce-252	25	18	course	course	NOUN
globalce-252	25	19	of	of	ADP
globalce-252	25	20	corrective	corrective	ADJ
globalce-252	25	21	actions	action	NOUN
globalce-252	25	22	or	or	CCONJ
globalce-252	25	23	equipment	equipment	NOUN
globalce-252	25	24	withdrawals	withdrawal	NOUN
globalce-252	25	25	to	to	PART
globalce-252	25	26	prevent	prevent	VERB
globalce-252	25	27	adverse	adverse	ADJ
globalce-252	25	28	events	event	NOUN
globalce-252	25	29	.	.	PUNCT
globalce-252	26	1	to	to	PART
globalce-252	26	2	address	address	VERB
globalce-252	26	3	this	this	DET
globalce-252	26	4	pressing	press	VERB
globalce-252	26	5	need	need	NOUN
globalce-252	26	6	,	,	PUNCT
globalce-252	26	7	our	our	PRON
globalce-252	26	8	developed	develop	VERB
globalce-252	26	9	software	software	NOUN
globalce-252	26	10	serves	serve	VERB
globalce-252	26	11	a	a	DET
globalce-252	26	12	dual	dual	ADJ
globalce-252	26	13	purpose	purpose	NOUN
globalce-252	26	14	.	.	PUNCT
globalce-252	27	1	it	it	PRON
globalce-252	27	2	aids	aid	VERB
globalce-252	27	3	in	in	ADP
globalce-252	27	4	the	the	DET
globalce-252	27	5	validation	validation	NOUN
globalce-252	27	6	of	of	ADP
globalce-252	27	7	me	i	PRON
globalce-252	27	8	within	within	ADP
globalce-252	27	9	a	a	DET
globalce-252	27	10	hospital	hospital	NOUN
globalce-252	27	11	’s	’s	PART
globalce-252	27	12	inventory	inventory	NOUN
globalce-252	27	13	,	,	PUNCT
globalce-252	27	14	ensuring	ensure	VERB
globalce-252	27	15	precise	precise	ADJ
globalce-252	27	16	matching	matching	NOUN
globalce-252	27	17	with	with	ADP
globalce-252	27	18	the	the	DET
globalce-252	27	19	corresponding	corresponding	ADJ
globalce-252	27	20	udi	udi	PROPN
globalce-252	27	21	codes	code	NOUN
globalce-252	27	22	.	.	PUNCT
globalce-252	28	1	udi	udi	PROPN
globalce-252	28	2	serves	serve	VERB
globalce-252	28	3	as	as	ADP
globalce-252	28	4	a	a	DET
globalce-252	28	5	standardized	standardized	ADJ
globalce-252	28	6	system	system	NOUN
globalce-252	28	7	for	for	ADP
globalce-252	28	8	identifying	identify	VERB
globalce-252	28	9	and	and	CCONJ
globalce-252	28	10	tracing	trace	VERB
globalce-252	28	11	medical	medical	ADJ
globalce-252	28	12	devices	device	NOUN
globalce-252	28	13	additionally	additionally	ADV
globalce-252	28	14	,	,	PUNCT
globalce-252	28	15	it	it	PRON
globalce-252	28	16	facilitates	facilitate	VERB
globalce-252	28	17	the	the	DET
globalce-252	28	18	accurate	accurate	ADJ
globalce-252	28	19	classification	classification	NOUN
globalce-252	28	20	of	of	ADP
globalce-252	28	21	me	i	PRON
globalce-252	28	22	into	into	ADP
globalce-252	28	23	gmdn	gmdn	NOUN
globalce-252	28	24	groups	group	NOUN
globalce-252	28	25	,	,	PUNCT
globalce-252	28	26	a	a	DET
globalce-252	28	27	critical	critical	ADJ
globalce-252	28	28	facet	facet	NOUN
globalce-252	28	29	of	of	ADP
globalce-252	28	30	the	the	DET
globalce-252	28	31	udi	udi	PROPN
globalce-252	28	32	system	system	NOUN
globalce-252	28	33	.	.	PUNCT
globalce-252	29	1	gmdn	gmdn	NOUN
globalce-252	29	2	serves	serve	VERB
globalce-252	29	3	as	as	ADP
globalce-252	29	4	a	a	DET
globalce-252	29	5	standardized	standardized	ADJ
globalce-252	29	6	system	system	NOUN
globalce-252	29	7	for	for	ADP
globalce-252	29	8	classifying	classify	VERB
globalce-252	29	9	medical	medical	ADJ
globalce-252	29	10	devices	device	NOUN
globalce-252	29	11	worldwide	worldwide	ADV
globalce-252	29	12	.	.	PUNCT
globalce-252	30	1	it	it	PRON
globalce-252	30	2	is	be	AUX
globalce-252	30	3	noteworthy	noteworthy	ADJ
globalce-252	30	4	that	that	PRON
globalce-252	30	5	recalls	recall	VERB
globalce-252	30	6	and	and	CCONJ
globalce-252	30	7	fsns	fsns	NOUN
globalce-252	30	8	frequently	frequently	ADV
globalce-252	30	9	include	include	VERB
globalce-252	30	10	udis	udi	NOUN
globalce-252	30	11	for	for	ADP
globalce-252	30	12	affected	affected	ADJ
globalce-252	30	13	devices	device	NOUN
globalce-252	30	14	,	,	PUNCT
globalce-252	30	15	emphasizing	emphasize	VERB
globalce-252	30	16	the	the	DET
globalce-252	30	17	growing	grow	VERB
globalce-252	30	18	importance	importance	NOUN
globalce-252	30	19	of	of	ADP
globalce-252	30	20	udi	udi	NOUN
globalce-252	30	21	-	-	PUNCT
globalce-252	30	22	based	base	VERB
globalce-252	30	23	traceability	traceability	NOUN
globalce-252	30	24	.	.	PUNCT
globalce-252	31	1	moreover	moreover	ADV
globalce-252	31	2	,	,	PUNCT
globalce-252	31	3	according	accord	VERB
globalce-252	31	4	to	to	ADP
globalce-252	31	5	mdr	mdr	PROPN
globalce-252	31	6	2017/7452	2017/7452	NUM
globalce-252	31	7	,	,	PUNCT
globalce-252	31	8	the	the	DET
globalce-252	31	9	traceability	traceability	NOUN
globalce-252	31	10	of	of	ADP
globalce-252	31	11	devices	device	NOUN
globalce-252	31	12	by	by	ADP
globalce-252	31	13	means	mean	NOUN
globalce-252	31	14	of	of	ADP
globalce-252	31	15	a	a	DET
globalce-252	31	16	udi	udi	NOUN
globalce-252	31	17	system	system	NOUN
globalce-252	31	18	should	should	AUX
globalce-252	31	19	significantly	significantly	ADV
globalce-252	31	20	enhance	enhance	VERB
globalce-252	31	21	the	the	DET
globalce-252	31	22	effectiveness	effectiveness	NOUN
globalce-252	31	23	of	of	ADP
globalce-252	31	24	the	the	DET
globalce-252	31	25	post	post	ADJ
globalce-252	31	26	-	-	ADJ
globalce-252	31	27	market	market	ADJ
globalce-252	31	28	safety	safety	NOUN
globalce-252	31	29	-	-	PUNCT
globalce-252	31	30	related	relate	VERB
globalce-252	31	31	activities	activity	NOUN
globalce-252	31	32	for	for	ADP
globalce-252	31	33	devices	device	NOUN
globalce-252	31	34	.	.	PUNCT
globalce-252	32	1	to	to	PART
globalce-252	32	2	address	address	VERB
globalce-252	32	3	the	the	DET
globalce-252	32	4	complexities	complexity	NOUN
globalce-252	32	5	of	of	ADP
globalce-252	32	6	gathering	gather	VERB
globalce-252	32	7	and	and	CCONJ
globalce-252	32	8	verifying	verify	VERB
globalce-252	32	9	device	device	NOUN
globalce-252	32	10	-	-	PUNCT
globalce-252	32	11	related	relate	VERB
globalce-252	32	12	data	datum	NOUN
globalce-252	32	13	,	,	PUNCT
globalce-252	32	14	this	this	DET
globalce-252	32	15	paper	paper	NOUN
globalce-252	32	16	discloses	disclose	VERB
globalce-252	32	17	an	an	DET
globalce-252	32	18	innovative	innovative	ADJ
globalce-252	32	19	code	code	NOUN
globalce-252	32	20	implementation	implementation	NOUN
globalce-252	32	21	.	.	PUNCT
globalce-252	33	1	we	we	PRON
globalce-252	33	2	combine	combine	VERB
globalce-252	33	3	web	web	NOUN
globalce-252	33	4	scraping	scrape	VERB
globalce-252	33	5	techniques	technique	NOUN
globalce-252	33	6	with	with	ADP
globalce-252	33	7	accessgudid	accessgudid	NOUN
globalce-252	33	8	(	(	PUNCT
globalce-252	33	9	global	global	ADJ
globalce-252	33	10	unique	unique	ADJ
globalce-252	33	11	device	device	NOUN
globalce-252	33	12	identification	identification	NOUN
globalce-252	33	13	database	database	NOUN
globalce-252	33	14	)	)	PUNCT
globalce-252	33	15	api	api	NOUN
globalce-252	33	16	integration	integration	NOUN
globalce-252	33	17	,	,	PUNCT
globalce-252	33	18	presenting	present	VERB
globalce-252	33	19	a	a	DET
globalce-252	33	20	powerful	powerful	ADJ
globalce-252	33	21	solution	solution	NOUN
globalce-252	33	22	.	.	PUNCT
globalce-252	34	1	our	our	PRON
globalce-252	34	2	code	code	NOUN
globalce-252	34	3	adeptly	adeptly	ADV
globalce-252	34	4	extracts	extract	VERB
globalce-252	34	5	imperative	imperative	ADJ
globalce-252	34	6	device	device	NOUN
globalce-252	34	7	details	detail	NOUN
globalce-252	34	8	from	from	ADP
globalce-252	34	9	the	the	DET
globalce-252	34	10	accessgudid	accessgudid	NOUN
globalce-252	34	11	website	website	NOUN
globalce-252	34	12	and	and	CCONJ
globalce-252	34	13	validates	validate	VERB
globalce-252	34	14	this	this	DET
globalce-252	34	15	information	information	NOUN
globalce-252	34	16	with	with	ADP
globalce-252	34	17	data	datum	NOUN
globalce-252	34	18	provided	provide	VERB
globalce-252	34	19	by	by	ADP
globalce-252	34	20	web	web	NOUN
globalce-252	34	21	-	-	NOUN
globalce-252	34	22	praxis	praxis	ADJ
globalce-252	34	23	.	.	PUNCT
globalce-252	35	1	additionally	additionally	ADV
globalce-252	35	2	,	,	PUNCT
globalce-252	35	3	our	our	PRON
globalce-252	35	4	code	code	NOUN
globalce-252	35	5	integrates	integrate	VERB
globalce-252	35	6	seamlessly	seamlessly	ADV
globalce-252	35	7	with	with	ADP
globalce-252	35	8	the	the	DET
globalce-252	35	9	accessgudid	accessgudid	PROPN
globalce-252	35	10	api	api	NOUN
globalce-252	35	11	,	,	PUNCT
globalce-252	35	12	simplifying	simplify	VERB
globalce-252	35	13	the	the	DET
globalce-252	35	14	retrieval	retrieval	NOUN
globalce-252	35	15	of	of	ADP
globalce-252	35	16	device	device	NOUN
globalce-252	35	17	-	-	PUNCT
globalce-252	35	18	specific	specific	ADJ
globalce-252	35	19	information	information	NOUN
globalce-252	35	20	dependent	dependent	ADJ
globalce-252	35	21	on	on	ADP
globalce-252	35	22	udis	udis	PROPN
globalce-252	35	23	,	,	PUNCT
globalce-252	35	24	ensuring	ensure	VERB
globalce-252	35	25	compliance	compliance	NOUN
globalce-252	35	26	with	with	ADP
globalce-252	35	27	data	datum	NOUN
globalce-252	35	28	usage	usage	NOUN
globalce-252	35	29	regulations	regulation	NOUN
globalce-252	35	30	,	,	PUNCT
globalce-252	35	31	and	and	CCONJ
globalce-252	35	32	increasing	increase	VERB
globalce-252	35	33	the	the	DET
globalce-252	35	34	reliability	reliability	NOUN
globalce-252	35	35	and	and	CCONJ
globalce-252	35	36	accuracy	accuracy	NOUN
globalce-252	35	37	of	of	ADP
globalce-252	35	38	the	the	DET
globalce-252	35	39	retrieved	retrieve	VERB
globalce-252	35	40	data	datum	NOUN
globalce-252	35	41	.	.	PUNCT
globalce-252	36	1	in	in	ADP
globalce-252	36	2	summary	summary	NOUN
globalce-252	36	3	,	,	PUNCT
globalce-252	36	4	this	this	DET
globalce-252	36	5	paper	paper	NOUN
globalce-252	36	6	delves	delve	VERB
globalce-252	36	7	into	into	ADP
globalce-252	36	8	the	the	DET
globalce-252	36	9	intricate	intricate	ADJ
globalce-252	36	10	realm	realm	NOUN
globalce-252	36	11	of	of	ADP
globalce-252	36	12	medical	medical	ADJ
globalce-252	36	13	device	device	NOUN
globalce-252	36	14	data	datum	NOUN
globalce-252	36	15	management	management	NOUN
globalce-252	36	16	,	,	PUNCT
globalce-252	36	17	leveraging	leverage	VERB
globalce-252	36	18	advanced	advanced	ADJ
globalce-252	36	19	techniques	technique	NOUN
globalce-252	36	20	for	for	ADP
globalce-252	36	21	data	data	NOUN
globalce-252	36	22	extraction	extraction	NOUN
globalce-252	36	23	and	and	CCONJ
globalce-252	36	24	integration	integration	NOUN
globalce-252	36	25	.	.	PUNCT
globalce-252	37	1	our	our	PRON
globalce-252	37	2	integrated	integrated	ADJ
globalce-252	37	3	approach	approach	NOUN
globalce-252	37	4	not	not	PART
globalce-252	37	5	only	only	ADV
globalce-252	37	6	promises	promise	NOUN
globalce-252	37	7	to	to	PART
globalce-252	37	8	enhance	enhance	VERB
globalce-252	37	9	patient	patient	ADJ
globalce-252	37	10	safety	safety	NOUN
globalce-252	37	11	and	and	CCONJ
globalce-252	37	12	regulatory	regulatory	ADJ
globalce-252	37	13	compliance	compliance	NOUN
globalce-252	37	14	but	but	CCONJ
globalce-252	37	15	also	also	ADV
globalce-252	37	16	equips	equip	VERB
globalce-252	37	17	healthcare	healthcare	NOUN
globalce-252	37	18	professionals	professional	NOUN
globalce-252	37	19	with	with	ADP
globalce-252	37	20	the	the	DET
globalce-252	37	21	tools	tool	NOUN
globalce-252	37	22	needed	need	VERB
globalce-252	37	23	for	for	ADP
globalce-252	37	24	informed	informed	ADJ
globalce-252	37	25	decisionmaking	decisionmaking	NOUN
globalce-252	37	26	in	in	ADP
globalce-252	37	27	an	an	DET
globalce-252	37	28	increasingly	increasingly	ADV
globalce-252	37	29	dynamic	dynamic	ADJ
globalce-252	37	30	healthcare	healthcare	NOUN
globalce-252	37	31	landscape	landscape	NOUN
globalce-252	37	32	.	.	PUNCT
globalce-252	38	1	background	background	NOUN
globalce-252	38	2	in	in	ADP
globalce-252	38	3	the	the	DET
globalce-252	38	4	modern	modern	ADJ
globalce-252	38	5	era	era	NOUN
globalce-252	38	6	,	,	PUNCT
globalce-252	38	7	accurate	accurate	ADJ
globalce-252	38	8	and	and	CCONJ
globalce-252	38	9	timely	timely	ADJ
globalce-252	38	10	management	management	NOUN
globalce-252	38	11	of	of	ADP
globalce-252	38	12	medical	medical	ADJ
globalce-252	38	13	device	device	NOUN
globalce-252	38	14	data	datum	NOUN
globalce-252	38	15	is	be	AUX
globalce-252	38	16	essential	essential	ADJ
globalce-252	38	17	for	for	ADP
globalce-252	38	18	various	various	ADJ
globalce-252	38	19	stakeholders	stakeholder	NOUN
globalce-252	38	20	in	in	ADP
globalce-252	38	21	the	the	DET
globalce-252	38	22	healthcare	healthcare	NOUN
globalce-252	38	23	industry	industry	NOUN
globalce-252	38	24	.	.	PUNCT
globalce-252	39	1	in	in	ADP
globalce-252	39	2	this	this	DET
globalce-252	39	3	section	section	NOUN
globalce-252	39	4	,	,	PUNCT
globalce-252	39	5	we	we	PRON
globalce-252	39	6	talk	talk	VERB
globalce-252	39	7	about	about	ADP
globalce-252	39	8	the	the	DET
globalce-252	39	9	background	background	NOUN
globalce-252	39	10	of	of	ADP
globalce-252	39	11	the	the	DET
globalce-252	39	12	key	key	ADJ
globalce-252	39	13	elements	element	NOUN
globalce-252	39	14	of	of	ADP
globalce-252	39	15	this	this	DET
globalce-252	39	16	paper	paper	NOUN
globalce-252	39	17	’s	’s	PART
globalce-252	39	18	methodology	methodology	NOUN
globalce-252	39	19	:	:	PUNCT
globalce-252	39	20	unique	unique	ADJ
globalce-252	39	21	device	device	NOUN
globalce-252	39	22	identifiers	identifier	NOUN
globalce-252	39	23	(	(	PUNCT
globalce-252	39	24	udis	udis	PROPN
globalce-252	39	25	)	)	PUNCT
globalce-252	39	26	and	and	CCONJ
globalce-252	39	27	global	global	ADJ
globalce-252	39	28	medical	medical	ADJ
globalce-252	39	29	device	device	NOUN
globalce-252	39	30	nomenclature	nomenclature	NOUN
globalce-252	39	31	(	(	PUNCT
globalce-252	39	32	gmdn	gmdn	NOUN
globalce-252	39	33	)	)	PUNCT
globalce-252	39	34	,	,	PUNCT
globalce-252	39	35	in	in	ADP
globalce-252	39	36	addition	addition	NOUN
globalce-252	39	37	to	to	ADP
globalce-252	39	38	an	an	DET
globalce-252	39	39	overview	overview	NOUN
globalce-252	39	40	of	of	ADP
globalce-252	39	41	web	web	NOUN
globalce-252	39	42	scraping	scraping	NOUN
globalce-252	39	43	and	and	CCONJ
globalce-252	39	44	application	application	NOUN
globalce-252	39	45	programming	programming	NOUN
globalce-252	39	46	interface	interface	NOUN
globalce-252	39	47	(	(	PUNCT
globalce-252	39	48	api	api	NOUN
globalce-252	39	49	)	)	PUNCT
globalce-252	39	50	integration	integration	NOUN
globalce-252	39	51	.	.	PUNCT
globalce-252	39	52	http://www.globalce.org	http://www.globalce.org	PUNCT
globalce-252	40	1	http://globalce.org	http://globalce.org	PROPN
globalce-252	40	2	http://globalce.org	http://globalce.org	PROPN
globalce-252	40	3	53	53	NUM
globalce-252	40	4	j	j	PROPN
globalce-252	40	5	global	global	ADJ
globalce-252	40	6	clinical	clinical	ADJ
globalce-252	40	7	engineering	engineering	PROPN
globalce-252	40	8	vol.6	vol.6	PROPN
globalce-252	40	9	special	special	ADJ
globalce-252	40	10	issue	issue	NOUN
globalce-252	40	11	6	6	NUM
globalce-252	40	12	:	:	SYM
globalce-252	40	13	2024	2024	NUM
globalce-252	40	14	apis	apis	ADJ
globalce-252	40	15	,	,	PUNCT
globalce-252	40	16	on	on	ADP
globalce-252	40	17	the	the	DET
globalce-252	40	18	other	other	ADJ
globalce-252	40	19	hand	hand	NOUN
globalce-252	40	20	,	,	PUNCT
globalce-252	40	21	serve	serve	VERB
globalce-252	40	22	as	as	ADP
globalce-252	40	23	intermediaries	intermediary	NOUN
globalce-252	40	24	between	between	ADP
globalce-252	40	25	software	software	NOUN
globalce-252	40	26	applications	application	NOUN
globalce-252	40	27	,	,	PUNCT
globalce-252	40	28	enabling	enable	VERB
globalce-252	40	29	seamless	seamless	ADJ
globalce-252	40	30	communication	communication	NOUN
globalce-252	40	31	and	and	CCONJ
globalce-252	40	32	data	datum	NOUN
globalce-252	40	33	exchange	exchange	NOUN
globalce-252	40	34	.	.	PUNCT
globalce-252	41	1	web	web	NOUN
globalce-252	41	2	scraping	scraping	NOUN
globalce-252	41	3	vs.	vs.	ADP
globalce-252	41	4	api	api	NOUN
globalce-252	41	5	web	web	NOUN
globalce-252	41	6	scraping	scraping	NOUN
globalce-252	41	7	,	,	PUNCT
globalce-252	41	8	with	with	ADP
globalce-252	41	9	its	its	PRON
globalce-252	41	10	capability	capability	NOUN
globalce-252	41	11	to	to	PART
globalce-252	41	12	access	access	VERB
globalce-252	41	13	data	datum	NOUN
globalce-252	41	14	from	from	ADP
globalce-252	41	15	multiple	multiple	ADJ
globalce-252	41	16	web	web	NOUN
globalce-252	41	17	pages	page	NOUN
globalce-252	41	18	and	and	CCONJ
globalce-252	41	19	repositories	repository	NOUN
globalce-252	41	20	,	,	PUNCT
globalce-252	41	21	excels	excel	VERB
globalce-252	41	22	in	in	ADP
globalce-252	41	23	collecting	collect	VERB
globalce-252	41	24	large	large	ADJ
globalce-252	41	25	volumes	volume	NOUN
globalce-252	41	26	of	of	ADP
globalce-252	41	27	heterogeneous	heterogeneous	ADJ
globalce-252	41	28	data	datum	NOUN
globalce-252	41	29	efficiently	efficiently	ADV
globalce-252	41	30	.	.	PUNCT
globalce-252	42	1	it	it	PRON
globalce-252	42	2	offers	offer	VERB
globalce-252	42	3	flexibility	flexibility	NOUN
globalce-252	42	4	in	in	ADP
globalce-252	42	5	data	datum	NOUN
globalce-252	42	6	collection	collection	NOUN
globalce-252	42	7	and	and	CCONJ
globalce-252	42	8	analysis	analysis	NOUN
globalce-252	42	9	,	,	PUNCT
globalce-252	42	10	making	make	VERB
globalce-252	42	11	it	it	PRON
globalce-252	42	12	a	a	DET
globalce-252	42	13	valuable	valuable	ADJ
globalce-252	42	14	tool	tool	NOUN
globalce-252	42	15	in	in	ADP
globalce-252	42	16	domains	domain	NOUN
globalce-252	42	17	such	such	ADJ
globalce-252	42	18	as	as	ADP
globalce-252	42	19	computer	computer	NOUN
globalce-252	42	20	vision	vision	NOUN
globalce-252	42	21	and	and	CCONJ
globalce-252	42	22	natural	natural	ADJ
globalce-252	42	23	language	language	NOUN
globalce-252	42	24	processing	processing	NOUN
globalce-252	42	25	.	.	PUNCT
globalce-252	43	1	apis	apis	PROPN
globalce-252	43	2	,	,	PUNCT
globalce-252	43	3	on	on	ADP
globalce-252	43	4	the	the	DET
globalce-252	43	5	other	other	ADJ
globalce-252	43	6	hand	hand	NOUN
globalce-252	43	7	,	,	PUNCT
globalce-252	43	8	provide	provide	VERB
globalce-252	43	9	a	a	DET
globalce-252	43	10	structured	structure	VERB
globalce-252	43	11	and	and	CCONJ
globalce-252	43	12	controlled	control	VERB
globalce-252	43	13	means	mean	NOUN
globalce-252	43	14	of	of	ADP
globalce-252	43	15	accessing	access	VERB
globalce-252	43	16	specific	specific	ADJ
globalce-252	43	17	data	datum	NOUN
globalce-252	43	18	from	from	ADP
globalce-252	43	19	applications	application	NOUN
globalce-252	43	20	or	or	CCONJ
globalce-252	43	21	software	software	NOUN
globalce-252	43	22	.	.	PUNCT
globalce-252	44	1	while	while	SCONJ
globalce-252	44	2	they	they	PRON
globalce-252	44	3	offer	offer	VERB
globalce-252	44	4	advantages	advantage	NOUN
globalce-252	44	5	such	such	ADJ
globalce-252	44	6	as	as	ADP
globalce-252	44	7	standardized	standardized	ADJ
globalce-252	44	8	interfaces	interface	NOUN
globalce-252	44	9	and	and	CCONJ
globalce-252	44	10	faster	fast	ADJ
globalce-252	44	11	data	datum	NOUN
globalce-252	44	12	extraction	extraction	NOUN
globalce-252	44	13	,	,	PUNCT
globalce-252	44	14	they	they	PRON
globalce-252	44	15	also	also	ADV
globalce-252	44	16	come	come	VERB
globalce-252	44	17	with	with	ADP
globalce-252	44	18	limitations	limitation	NOUN
globalce-252	44	19	in	in	ADP
globalce-252	44	20	terms	term	NOUN
globalce-252	44	21	of	of	ADP
globalce-252	44	22	functionality	functionality	NOUN
globalce-252	44	23	and	and	CCONJ
globalce-252	44	24	access	access	NOUN
globalce-252	44	25	to	to	ADP
globalce-252	44	26	a	a	DET
globalce-252	44	27	single	single	ADJ
globalce-252	44	28	website	website	NOUN
globalce-252	44	29	or	or	CCONJ
globalce-252	44	30	predefined	predefine	VERB
globalce-252	44	31	functions.5	functions.5	NOUN
globalce-252	44	32	,	,	PUNCT
globalce-252	44	33	7	7	NUM
globalce-252	44	34	,	,	PUNCT
globalce-252	44	35	8	8	NUM
globalce-252	44	36	methods	method	NOUN
globalce-252	44	37	and	and	CCONJ
globalce-252	44	38	materials	material	NOUN
globalce-252	44	39	python	python	NOUN
globalce-252	44	40	for	for	ADP
globalce-252	44	41	web	web	NOUN
globalce-252	44	42	scraping	scrape	VERB
globalce-252	44	43	python	python	NOUN
globalce-252	44	44	is	be	AUX
globalce-252	44	45	a	a	DET
globalce-252	44	46	highly	highly	ADV
globalce-252	44	47	favored	favor	VERB
globalce-252	44	48	choice	choice	NOUN
globalce-252	44	49	for	for	ADP
globalce-252	44	50	web	web	NOUN
globalce-252	44	51	scraping	scraping	NOUN
globalce-252	44	52	due	due	ADP
globalce-252	44	53	to	to	ADP
globalce-252	44	54	several	several	ADJ
globalce-252	44	55	key	key	ADJ
globalce-252	44	56	reasons	reason	NOUN
globalce-252	44	57	.	.	PUNCT
globalce-252	45	1	firstly	firstly	ADV
globalce-252	45	2	,	,	PUNCT
globalce-252	45	3	python	python	PROPN
globalce-252	45	4	is	be	AUX
globalce-252	45	5	a	a	DET
globalce-252	45	6	very	very	ADV
globalce-252	45	7	popular	popular	ADJ
globalce-252	45	8	programming	programming	NOUN
globalce-252	45	9	language	language	NOUN
globalce-252	45	10	because	because	SCONJ
globalce-252	45	11	of	of	ADP
globalce-252	45	12	its	its	PRON
globalce-252	45	13	simplicity	simplicity	NOUN
globalce-252	45	14	and	and	CCONJ
globalce-252	45	15	learnability	learnability	NOUN
globalce-252	45	16	,	,	PUNCT
globalce-252	45	17	facts	fact	NOUN
globalce-252	45	18	that	that	PRON
globalce-252	45	19	make	make	VERB
globalce-252	45	20	it	it	PRON
globalce-252	45	21	accessible	accessible	ADJ
globalce-252	45	22	even	even	ADV
globalce-252	45	23	to	to	ADP
globalce-252	45	24	those	those	PRON
globalce-252	45	25	with	with	ADP
globalce-252	45	26	little	little	ADJ
globalce-252	45	27	programming	programming	NOUN
globalce-252	45	28	experience	experience	NOUN
globalce-252	45	29	.	.	PUNCT
globalce-252	46	1	its	its	PRON
globalce-252	46	2	extensive	extensive	ADJ
globalce-252	46	3	community	community	NOUN
globalce-252	46	4	support	support	NOUN
globalce-252	46	5	ensures	ensure	VERB
globalce-252	46	6	readily	readily	ADV
globalce-252	46	7	available	available	ADJ
globalce-252	46	8	assistance	assistance	NOUN
globalce-252	46	9	for	for	ADP
globalce-252	46	10	overcoming	overcome	VERB
globalce-252	46	11	coding	code	VERB
globalce-252	46	12	challenges	challenge	NOUN
globalce-252	46	13	.	.	PUNCT
globalce-252	47	1	furthermore	furthermore	ADV
globalce-252	47	2	,	,	PUNCT
globalce-252	47	3	python	python	PROPN
globalce-252	47	4	excels	excel	VERB
globalce-252	47	5	in	in	ADP
globalce-252	47	6	web	web	NOUN
globalce-252	47	7	scraping	scraping	NOUN
globalce-252	47	8	because	because	SCONJ
globalce-252	47	9	of	of	ADP
globalce-252	47	10	the	the	DET
globalce-252	47	11	readability	readability	NOUN
globalce-252	47	12	of	of	ADP
globalce-252	47	13	the	the	DET
globalce-252	47	14	code	code	NOUN
globalce-252	47	15	.	.	PUNCT
globalce-252	48	1	python	python	PROPN
globalce-252	48	2	code	code	NOUN
globalce-252	48	3	is	be	AUX
globalce-252	48	4	designed	design	VERB
globalce-252	48	5	for	for	ADP
globalce-252	48	6	easy	easy	ADJ
globalce-252	48	7	understanding	understanding	NOUN
globalce-252	48	8	,	,	PUNCT
globalce-252	48	9	promoting	promote	VERB
globalce-252	48	10	clear	clear	ADJ
globalce-252	48	11	and	and	CCONJ
globalce-252	48	12	concise	concise	ADJ
globalce-252	48	13	programming	programming	NOUN
globalce-252	48	14	practices	practice	NOUN
globalce-252	48	15	.	.	PUNCT
globalce-252	49	1	this	this	DET
globalce-252	49	2	readability	readability	NOUN
globalce-252	49	3	not	not	PART
globalce-252	49	4	only	only	ADV
globalce-252	49	5	enhances	enhance	VERB
globalce-252	49	6	productivity	productivity	NOUN
globalce-252	49	7	during	during	ADP
globalce-252	49	8	development	development	NOUN
globalce-252	49	9	but	but	CCONJ
globalce-252	49	10	also	also	ADV
globalce-252	49	11	facilitates	facilitate	VERB
globalce-252	49	12	code	code	NOUN
globalce-252	49	13	understanding	understanding	NOUN
globalce-252	49	14	,	,	PUNCT
globalce-252	49	15	even	even	ADV
globalce-252	49	16	when	when	SCONJ
globalce-252	49	17	revisiting	revisit	VERB
globalce-252	49	18	it	it	PRON
globalce-252	49	19	after	after	SCONJ
globalce-252	49	20	some	some	DET
globalce-252	49	21	time	time	NOUN
globalce-252	49	22	has	have	AUX
globalce-252	49	23	passed	pass	VERB
globalce-252	49	24	.	.	PUNCT
globalce-252	50	1	this	this	DET
globalce-252	50	2	attribute	attribute	NOUN
globalce-252	50	3	promotes	promote	VERB
globalce-252	50	4	more	more	ADV
globalce-252	50	5	efficient	efficient	ADJ
globalce-252	50	6	code	code	NOUN
globalce-252	50	7	maintenance	maintenance	NOUN
globalce-252	50	8	and	and	CCONJ
globalce-252	50	9	facilitates	facilitate	VERB
globalce-252	50	10	code	code	NOUN
globalce-252	50	11	reuse.8	reuse.8	PROPN
globalce-252	50	12	for	for	ADP
globalce-252	50	13	these	these	DET
globalce-252	50	14	reasons	reason	NOUN
globalce-252	50	15	,	,	PUNCT
globalce-252	50	16	python	python	PROPN
globalce-252	50	17	is	be	AUX
globalce-252	50	18	used	use	VERB
globalce-252	50	19	in	in	ADP
globalce-252	50	20	all	all	DET
globalce-252	50	21	the	the	DET
globalce-252	50	22	software	software	NOUN
globalce-252	50	23	we	we	PRON
globalce-252	50	24	developed	develop	VERB
globalce-252	50	25	.	.	PUNCT
globalce-252	51	1	our	our	PRON
globalce-252	51	2	code	code	NOUN
globalce-252	51	3	we	we	PRON
globalce-252	51	4	present	present	VERB
globalce-252	51	5	an	an	DET
globalce-252	51	6	integrated	integrate	VERB
globalce-252	51	7	code	code	NOUN
globalce-252	51	8	solution	solution	NOUN
globalce-252	51	9	that	that	PRON
globalce-252	51	10	combines	combine	VERB
globalce-252	51	11	web	web	NOUN
globalce-252	51	12	scraping	scraping	NOUN
globalce-252	51	13	via	via	ADP
globalce-252	51	14	beautiful	beautiful	ADJ
globalce-252	51	15	soup	soup	NOUN
globalce-252	51	16	(	(	PUNCT
globalce-252	51	17	version	version	NOUN
globalce-252	51	18	4	4	NUM
globalce-252	51	19	,	,	PUNCT
globalce-252	51	20	python	python	NOUN
globalce-252	51	21	library	library	NOUN
globalce-252	51	22	for	for	ADP
globalce-252	51	23	html	html	NOUN
globalce-252	51	24	and	and	CCONJ
globalce-252	51	25	xml	xml	NOUN
globalce-252	51	26	parsing	parsing	NOUN
globalce-252	51	27	,	,	PUNCT
globalce-252	51	28	crummy	crummy	ADJ
globalce-252	51	29	,	,	PUNCT
globalce-252	51	30	cambridge	cambridge	PROPN
globalce-252	51	31	,	,	PUNCT
globalce-252	51	32	ma	ma	PROPN
globalce-252	51	33	,	,	PUNCT
globalce-252	51	34	usa	usa	PROPN
globalce-252	51	35	)	)	PUNCT
globalce-252	51	36	with	with	ADP
globalce-252	51	37	accessgudid	accessgudid	VERB
globalce-252	51	38	api	api	NOUN
globalce-252	51	39	integration	integration	NOUN
globalce-252	51	40	.	.	PUNCT
globalce-252	52	1	tailored	tailor	VERB
globalce-252	52	2	unique	unique	ADJ
globalce-252	52	3	device	device	NOUN
globalce-252	52	4	identifiers	identifier	NOUN
globalce-252	52	5	(	(	PUNCT
globalce-252	52	6	udis	udi	NOUN
globalce-252	52	7	)	)	PUNCT
globalce-252	52	8	unique	unique	ADJ
globalce-252	52	9	device	device	NOUN
globalce-252	52	10	identifiers	identifier	NOUN
globalce-252	52	11	or	or	CCONJ
globalce-252	52	12	udis	udi	NOUN
globalce-252	52	13	,	,	PUNCT
globalce-252	52	14	are	be	AUX
globalce-252	52	15	alphanumeric	alphanumeric	ADJ
globalce-252	52	16	codes	code	NOUN
globalce-252	52	17	for	for	ADP
globalce-252	52	18	medical	medical	ADJ
globalce-252	52	19	devices	device	NOUN
globalce-252	52	20	,	,	PUNCT
globalce-252	52	21	offering	offer	VERB
globalce-252	52	22	a	a	DET
globalce-252	52	23	standardized	standardized	ADJ
globalce-252	52	24	global	global	ADJ
globalce-252	52	25	means	mean	NOUN
globalce-252	52	26	of	of	ADP
globalce-252	52	27	identification	identification	NOUN
globalce-252	52	28	.	.	PUNCT
globalce-252	53	1	they	they	PRON
globalce-252	53	2	enable	enable	VERB
globalce-252	53	3	precise	precise	ADJ
globalce-252	53	4	tracking	tracking	NOUN
globalce-252	53	5	from	from	ADP
globalce-252	53	6	manufacturing	manufacture	VERB
globalce-252	53	7	to	to	ADP
globalce-252	53	8	post	post	ADJ
globalce-252	53	9	-	-	ADJ
globalce-252	53	10	market	market	ADJ
globalce-252	53	11	surveillance	surveillance	NOUN
globalce-252	53	12	.	.	PUNCT
globalce-252	54	1	udis	udi	NOUN
globalce-252	54	2	encode	encode	VERB
globalce-252	54	3	key	key	ADJ
globalce-252	54	4	device	device	NOUN
globalce-252	54	5	information	information	NOUN
globalce-252	54	6	like	like	ADP
globalce-252	54	7	manufacturer	manufacturer	NOUN
globalce-252	54	8	,	,	PUNCT
globalce-252	54	9	model	model	NOUN
globalce-252	54	10	,	,	PUNCT
globalce-252	54	11	and	and	CCONJ
globalce-252	54	12	production	production	NOUN
globalce-252	54	13	date	date	NOUN
globalce-252	54	14	.	.	PUNCT
globalce-252	55	1	their	their	PRON
globalce-252	55	2	implementation	implementation	NOUN
globalce-252	55	3	has	have	VERB
globalce-252	55	4	significantly	significantly	ADV
globalce-252	55	5	advanced	advanced	ADJ
globalce-252	55	6	healthcare	healthcare	NOUN
globalce-252	55	7	,	,	PUNCT
globalce-252	55	8	enhancing	enhance	VERB
globalce-252	55	9	patient	patient	ADJ
globalce-252	55	10	safety	safety	NOUN
globalce-252	55	11	,	,	PUNCT
globalce-252	55	12	regulatory	regulatory	ADJ
globalce-252	55	13	compliance	compliance	NOUN
globalce-252	55	14	,	,	PUNCT
globalce-252	55	15	and	and	CCONJ
globalce-252	55	16	supply	supply	NOUN
globalce-252	55	17	chain	chain	NOUN
globalce-252	55	18	management	management	NOUN
globalce-252	55	19	.	.	PUNCT
globalce-252	56	1	udis	udis	PROPN
globalce-252	56	2	empower	empower	PROPN
globalce-252	56	3	healthcare	healthcare	PROPN
globalce-252	56	4	professionals	professional	NOUN
globalce-252	56	5	to	to	PART
globalce-252	56	6	quickly	quickly	ADV
globalce-252	56	7	access	access	VERB
globalce-252	56	8	device	device	NOUN
globalce-252	56	9	data	datum	NOUN
globalce-252	56	10	,	,	PUNCT
globalce-252	56	11	identify	identify	VERB
globalce-252	56	12	recalls	recall	VERB
globalce-252	56	13	,	,	PUNCT
globalce-252	56	14	and	and	CCONJ
globalce-252	56	15	respond	respond	VERB
globalce-252	56	16	to	to	ADP
globalce-252	56	17	adverse	adverse	ADJ
globalce-252	56	18	events	event	NOUN
globalce-252	56	19	effectively	effectively	ADV
globalce-252	56	20	.	.	PUNCT
globalce-252	57	1	3	3	NUM
globalce-252	57	2	global	global	ADJ
globalce-252	57	3	medical	medical	ADJ
globalce-252	57	4	device	device	NOUN
globalce-252	57	5	nomenclature	nomenclature	NOUN
globalce-252	57	6	(	(	PUNCT
globalce-252	57	7	gmdn	gmdn	NOUN
globalce-252	57	8	)	)	PUNCT
globalce-252	57	9	the	the	DET
globalce-252	57	10	global	global	ADJ
globalce-252	57	11	medical	medical	ADJ
globalce-252	57	12	device	device	NOUN
globalce-252	57	13	nomenclature	nomenclature	NOUN
globalce-252	57	14	(	(	PUNCT
globalce-252	57	15	gmdn	gmdn	NOUN
globalce-252	57	16	)	)	PUNCT
globalce-252	57	17	is	be	AUX
globalce-252	57	18	an	an	DET
globalce-252	57	19	internationally	internationally	ADV
globalce-252	57	20	recognized	recognize	VERB
globalce-252	57	21	system	system	NOUN
globalce-252	57	22	for	for	ADP
globalce-252	57	23	naming	name	VERB
globalce-252	57	24	and	and	CCONJ
globalce-252	57	25	categorizing	categorize	VERB
globalce-252	57	26	medical	medical	ADJ
globalce-252	57	27	devices	device	NOUN
globalce-252	57	28	.	.	PUNCT
globalce-252	58	1	it	it	PRON
globalce-252	58	2	offers	offer	VERB
globalce-252	58	3	a	a	DET
globalce-252	58	4	structured	structured	ADJ
globalce-252	58	5	classification	classification	NOUN
globalce-252	58	6	system	system	NOUN
globalce-252	58	7	that	that	PRON
globalce-252	58	8	facilitates	facilitate	VERB
globalce-252	58	9	global	global	ADJ
globalce-252	58	10	communication	communication	NOUN
globalce-252	58	11	in	in	ADP
globalce-252	58	12	healthcare	healthcare	PROPN
globalce-252	58	13	.	.	PUNCT
globalce-252	59	1	gmdn	gmdn	NOUN
globalce-252	59	2	codes	code	NOUN
globalce-252	59	3	categorize	categorize	VERB
globalce-252	59	4	devices	device	NOUN
globalce-252	59	5	based	base	VERB
globalce-252	59	6	on	on	ADP
globalce-252	59	7	their	their	PRON
globalce-252	59	8	purpose	purpose	NOUN
globalce-252	59	9	,	,	PUNCT
globalce-252	59	10	structure	structure	NOUN
globalce-252	59	11	,	,	PUNCT
globalce-252	59	12	and	and	CCONJ
globalce-252	59	13	operation	operation	NOUN
globalce-252	59	14	,	,	PUNCT
globalce-252	59	15	enabling	enable	VERB
globalce-252	59	16	precise	precise	ADJ
globalce-252	59	17	comparisons	comparison	NOUN
globalce-252	59	18	.	.	PUNCT
globalce-252	60	1	gmdn	gmdn	NOUN
globalce-252	60	2	adoption	adoption	PROPN
globalce-252	60	3	has	have	VERB
globalce-252	60	4	streamlined	streamline	VERB
globalce-252	60	5	regulations	regulation	NOUN
globalce-252	60	6	,	,	PUNCT
globalce-252	60	7	research	research	NOUN
globalce-252	60	8	,	,	PUNCT
globalce-252	60	9	and	and	CCONJ
globalce-252	60	10	product	product	NOUN
globalce-252	60	11	development	development	NOUN
globalce-252	60	12	in	in	ADP
globalce-252	60	13	the	the	DET
globalce-252	60	14	medical	medical	ADJ
globalce-252	60	15	device	device	NOUN
globalce-252	60	16	industry	industry	NOUN
globalce-252	60	17	.	.	PUNCT
globalce-252	61	1	it	it	PRON
globalce-252	61	2	promotes	promote	VERB
globalce-252	61	3	consistency	consistency	NOUN
globalce-252	61	4	in	in	ADP
globalce-252	61	5	terminology	terminology	NOUN
globalce-252	61	6	and	and	CCONJ
globalce-252	61	7	categorization	categorization	NOUN
globalce-252	61	8	,	,	PUNCT
globalce-252	61	9	as	as	ADV
globalce-252	61	10	well	well	ADV
globalce-252	61	11	as	as	ADP
globalce-252	61	12	seamless	seamless	ADJ
globalce-252	61	13	compatibility	compatibility	NOUN
globalce-252	61	14	and	and	CCONJ
globalce-252	61	15	cooperation	cooperation	NOUN
globalce-252	61	16	among	among	ADP
globalce-252	61	17	healthcare	healthcare	NOUN
globalce-252	61	18	stakeholders	stakeholder	NOUN
globalce-252	61	19	for	for	ADP
globalce-252	61	20	sharing	share	VERB
globalce-252	61	21	accurate	accurate	ADJ
globalce-252	61	22	device	device	NOUN
globalce-252	61	23	information.4	information.4	NOUN
globalce-252	61	24	web	web	NOUN
globalce-252	61	25	scraping	scraping	NOUN
globalce-252	61	26	and	and	CCONJ
globalce-252	61	27	api	api	NOUN
globalce-252	61	28	integration	integration	NOUN
globalce-252	61	29	in	in	ADP
globalce-252	61	30	the	the	DET
globalce-252	61	31	contemporary	contemporary	ADJ
globalce-252	61	32	era	era	NOUN
globalce-252	61	33	,	,	PUNCT
globalce-252	61	34	extracting	extract	VERB
globalce-252	61	35	data	datum	NOUN
globalce-252	61	36	from	from	ADP
globalce-252	61	37	various	various	ADJ
globalce-252	61	38	web	web	NOUN
globalce-252	61	39	sources	source	NOUN
globalce-252	61	40	has	have	AUX
globalce-252	61	41	become	become	VERB
globalce-252	61	42	essential	essential	ADJ
globalce-252	61	43	for	for	ADP
globalce-252	61	44	various	various	ADJ
globalce-252	61	45	domains	domain	NOUN
globalce-252	61	46	,	,	PUNCT
globalce-252	61	47	including	include	VERB
globalce-252	61	48	healthcare	healthcare	NOUN
globalce-252	61	49	.	.	PUNCT
globalce-252	62	1	in	in	ADP
globalce-252	62	2	this	this	DET
globalce-252	62	3	section	section	NOUN
globalce-252	62	4	,	,	PUNCT
globalce-252	62	5	a	a	DET
globalce-252	62	6	foundational	foundational	ADJ
globalce-252	62	7	understanding	understanding	NOUN
globalce-252	62	8	of	of	ADP
globalce-252	62	9	the	the	DET
globalce-252	62	10	main	main	ADJ
globalce-252	62	11	data	data	NOUN
globalce-252	62	12	extraction	extraction	NOUN
globalce-252	62	13	methods	method	NOUN
globalce-252	62	14	:	:	PUNCT
globalce-252	62	15	web	web	NOUN
globalce-252	62	16	scraping	scraping	NOUN
globalce-252	62	17	and	and	CCONJ
globalce-252	62	18	application	application	NOUN
globalce-252	62	19	programming	programming	NOUN
globalce-252	62	20	interfaces	interface	NOUN
globalce-252	62	21	(	(	PUNCT
globalce-252	62	22	apis	apis	PROPN
globalce-252	62	23	)	)	PUNCT
globalce-252	62	24	,	,	PUNCT
globalce-252	62	25	is	be	AUX
globalce-252	62	26	provided	provide	VERB
globalce-252	62	27	.	.	PUNCT
globalce-252	63	1	web	web	NOUN
globalce-252	63	2	scraping	scraping	NOUN
globalce-252	63	3	,	,	PUNCT
globalce-252	63	4	also	also	ADV
globalce-252	63	5	known	know	VERB
globalce-252	63	6	as	as	ADP
globalce-252	63	7	web	web	NOUN
globalce-252	63	8	extraction	extraction	NOUN
globalce-252	63	9	or	or	CCONJ
globalce-252	63	10	harvesting	harvesting	NOUN
globalce-252	63	11	,	,	PUNCT
globalce-252	63	12	involves	involve	VERB
globalce-252	63	13	the	the	DET
globalce-252	63	14	automated	automate	VERB
globalce-252	63	15	extraction	extraction	NOUN
globalce-252	63	16	of	of	ADP
globalce-252	63	17	data	datum	NOUN
globalce-252	63	18	from	from	ADP
globalce-252	63	19	websites	website	NOUN
globalce-252	63	20	and	and	CCONJ
globalce-252	63	21	their	their	PRON
globalce-252	63	22	subsequent	subsequent	ADJ
globalce-252	63	23	storage	storage	NOUN
globalce-252	63	24	for	for	ADP
globalce-252	63	25	analysis	analysis	NOUN
globalce-252	63	26	or	or	CCONJ
globalce-252	63	27	retrieval	retrieval	NOUN
globalce-252	63	28	.	.	PUNCT
globalce-252	64	1	this	this	DET
globalce-252	64	2	method	method	NOUN
globalce-252	64	3	,	,	PUNCT
globalce-252	64	4	widely	widely	ADV
globalce-252	64	5	recognized	recognize	VERB
globalce-252	64	6	for	for	ADP
globalce-252	64	7	its	its	PRON
globalce-252	64	8	efficiency	efficiency	NOUN
globalce-252	64	9	and	and	CCONJ
globalce-252	64	10	accuracy	accuracy	NOUN
globalce-252	64	11	,	,	PUNCT
globalce-252	64	12	has	have	AUX
globalce-252	64	13	evolved	evolve	VERB
globalce-252	64	14	significantly	significantly	ADV
globalce-252	64	15	over	over	ADP
globalce-252	64	16	the	the	DET
globalce-252	64	17	years	year	NOUN
globalce-252	64	18	.	.	PUNCT
globalce-252	65	1	modern	modern	ADJ
globalce-252	65	2	web	web	NOUN
globalce-252	65	3	scraping	scraping	NOUN
globalce-252	65	4	tools	tool	NOUN
globalce-252	65	5	have	have	AUX
globalce-252	65	6	become	become	VERB
globalce-252	65	7	versatile	versatile	ADJ
globalce-252	65	8	,	,	PUNCT
globalce-252	65	9	capable	capable	ADJ
globalce-252	65	10	of	of	ADP
globalce-252	65	11	parsing	parse	VERB
globalce-252	65	12	markup	markup	NOUN
globalce-252	65	13	languages	language	NOUN
globalce-252	65	14	,	,	PUNCT
globalce-252	65	15	integrating	integrate	VERB
globalce-252	65	16	with	with	ADP
globalce-252	65	17	computer	computer	NOUN
globalce-252	65	18	vision	vision	NOUN
globalce-252	65	19	and	and	CCONJ
globalce-252	65	20	natural	natural	ADJ
globalce-252	65	21	language	language	NOUN
globalce-252	65	22	processing	processing	NOUN
globalce-252	65	23	techniques	technique	NOUN
globalce-252	65	24	,	,	PUNCT
globalce-252	65	25	and	and	CCONJ
globalce-252	65	26	simulating	simulate	VERB
globalce-252	65	27	human	human	ADJ
globalce-252	65	28	browsing	browse	VERB
globalce-252	65	29	behavior.5,6	behavior.5,6	NOUN
globalce-252	65	30	http://www.globalce.org	http://www.globalce.org	X
globalce-252	65	31	http://globalce.org	http://globalce.org	PROPN
globalce-252	65	32	http://globalce.org	http://globalce.org	PROPN
globalce-252	65	33	j	j	PROPN
globalce-252	65	34	global	global	ADJ
globalce-252	65	35	clinical	clinical	ADJ
globalce-252	65	36	engineering	engineering	PROPN
globalce-252	65	37	vol.6	vol.6	PROPN
globalce-252	65	38	special	special	ADJ
globalce-252	65	39	issue	issue	NOUN
globalce-252	65	40	6	6	NUM
globalce-252	65	41	:	:	SYM
globalce-252	65	42	2024	2024	NUM
globalce-252	65	43	54	54	NUM
globalce-252	65	44	for	for	ADP
globalce-252	65	45	healthcare	healthcare	NOUN
globalce-252	65	46	professionals	professional	NOUN
globalce-252	65	47	,	,	PUNCT
globalce-252	65	48	this	this	DET
globalce-252	65	49	tool	tool	NOUN
globalce-252	65	50	simplifies	simplifie	NOUN
globalce-252	65	51	access	access	NOUN
globalce-252	65	52	,	,	PUNCT
globalce-252	65	53	validation	validation	NOUN
globalce-252	65	54	,	,	PUNCT
globalce-252	65	55	and	and	CCONJ
globalce-252	65	56	analysis	analysis	NOUN
globalce-252	65	57	of	of	ADP
globalce-252	65	58	device	device	NOUN
globalce-252	65	59	data	datum	NOUN
globalce-252	65	60	based	base	VERB
globalce-252	65	61	on	on	ADP
globalce-252	65	62	udis	udis	PROPN
globalce-252	65	63	and	and	CCONJ
globalce-252	65	64	gmdn	gmdn	NOUN
globalce-252	65	65	names	name	NOUN
globalce-252	65	66	while	while	SCONJ
globalce-252	65	67	ensuring	ensure	VERB
globalce-252	65	68	data	datum	NOUN
globalce-252	65	69	compliance	compliance	NOUN
globalce-252	65	70	.	.	PUNCT
globalce-252	66	1	a	a	DET
globalce-252	66	2	key	key	ADJ
globalce-252	66	3	aspect	aspect	NOUN
globalce-252	66	4	of	of	ADP
globalce-252	66	5	our	our	PRON
globalce-252	66	6	methodology	methodology	NOUN
globalce-252	66	7	involves	involve	VERB
globalce-252	66	8	cross	cross	ADJ
globalce-252	66	9	-	-	ADJ
globalce-252	66	10	referencing	referencing	ADJ
globalce-252	66	11	data	datum	NOUN
globalce-252	66	12	derived	derive	VERB
globalce-252	66	13	from	from	ADP
globalce-252	66	14	web	web	NOUN
globalce-252	66	15	scraping	scraping	NOUN
globalce-252	66	16	with	with	ADP
globalce-252	66	17	information	information	NOUN
globalce-252	66	18	from	from	ADP
globalce-252	66	19	praxis	praxis	NOUN
globalce-252	66	20	,	,	PUNCT
globalce-252	66	21	our	our	PRON
globalce-252	66	22	primary	primary	ADJ
globalce-252	66	23	data	datum	NOUN
globalce-252	66	24	source	source	NOUN
globalce-252	66	25	.	.	PUNCT
globalce-252	67	1	this	this	DET
globalce-252	67	2	information	information	NOUN
globalce-252	67	3	is	be	AUX
globalce-252	67	4	structured	structure	VERB
globalce-252	67	5	in	in	ADP
globalce-252	67	6	an	an	DET
globalce-252	67	7	excel	excel	NOUN
globalce-252	67	8	file	file	NOUN
globalce-252	67	9	and	and	CCONJ
globalce-252	67	10	has	have	AUX
globalce-252	67	11	been	be	AUX
globalce-252	67	12	collected	collect	VERB
globalce-252	67	13	by	by	ADP
globalce-252	67	14	humans	human	NOUN
globalce-252	67	15	,	,	PUNCT
globalce-252	67	16	checked	check	VERB
globalce-252	67	17	,	,	PUNCT
globalce-252	67	18	and	and	CCONJ
globalce-252	67	19	entered	enter	VERB
globalce-252	67	20	into	into	ADP
globalce-252	67	21	the	the	DET
globalce-252	67	22	praxis	praxis	NOUN
globalce-252	67	23	database	database	NOUN
globalce-252	67	24	.	.	PUNCT
globalce-252	68	1	this	this	DET
globalce-252	68	2	quality	quality	NOUN
globalce-252	68	3	control	control	NOUN
globalce-252	68	4	step	step	NOUN
globalce-252	68	5	identifies	identify	VERB
globalce-252	68	6	disparities	disparity	NOUN
globalce-252	68	7	in	in	ADP
globalce-252	68	8	device	device	NOUN
globalce-252	68	9	attributes	attribute	NOUN
globalce-252	68	10	,	,	PUNCT
globalce-252	68	11	improving	improve	VERB
globalce-252	68	12	data	datum	NOUN
globalce-252	68	13	accuracy	accuracy	NOUN
globalce-252	68	14	.	.	PUNCT
globalce-252	69	1	for	for	ADP
globalce-252	69	2	example	example	NOUN
globalce-252	69	3	,	,	PUNCT
globalce-252	69	4	discrepancies	discrepancy	NOUN
globalce-252	69	5	in	in	ADP
globalce-252	69	6	gmdn	gmdn	NOUN
globalce-252	69	7	names	name	NOUN
globalce-252	69	8	trigger	trigger	VERB
globalce-252	69	9	further	further	ADJ
globalce-252	69	10	investigation	investigation	NOUN
globalce-252	69	11	to	to	PART
globalce-252	69	12	address	address	VERB
globalce-252	69	13	updates	update	NOUN
globalce-252	69	14	or	or	CCONJ
globalce-252	69	15	errors	error	NOUN
globalce-252	69	16	.	.	PUNCT
globalce-252	70	1	our	our	PRON
globalce-252	70	2	comprehensive	comprehensive	ADJ
globalce-252	70	3	validation	validation	NOUN
globalce-252	70	4	process	process	NOUN
globalce-252	70	5	involves	involve	VERB
globalce-252	70	6	verifying	verify	VERB
globalce-252	70	7	gmdn	gmdn	NOUN
globalce-252	70	8	names	name	NOUN
globalce-252	70	9	,	,	PUNCT
globalce-252	70	10	selecting	select	VERB
globalce-252	70	11	the	the	DET
globalce-252	70	12	most	most	ADV
globalce-252	70	13	prevalent	prevalent	ADJ
globalce-252	70	14	name	name	NOUN
globalce-252	70	15	when	when	SCONJ
globalce-252	70	16	multiple	multiple	ADJ
globalce-252	70	17	names	name	NOUN
globalce-252	70	18	exist	exist	VERB
globalce-252	70	19	,	,	PUNCT
globalce-252	70	20	and	and	CCONJ
globalce-252	70	21	aligning	align	VERB
globalce-252	70	22	device	device	NOUN
globalce-252	70	23	attributes	attribute	NOUN
globalce-252	70	24	across	across	ADP
globalce-252	70	25	sources	source	NOUN
globalce-252	70	26	,	,	PUNCT
globalce-252	70	27	ultimately	ultimately	ADV
globalce-252	70	28	enhancing	enhance	VERB
globalce-252	70	29	the	the	DET
globalce-252	70	30	reliability	reliability	NOUN
globalce-252	70	31	of	of	ADP
globalce-252	70	32	medical	medical	ADJ
globalce-252	70	33	device	device	NOUN
globalce-252	70	34	data	datum	NOUN
globalce-252	70	35	.	.	PUNCT
globalce-252	71	1	data	datum	NOUN
globalce-252	71	2	import	import	VERB
globalce-252	71	3	to	to	PART
globalce-252	71	4	begin	begin	VERB
globalce-252	71	5	data	datum	NOUN
globalce-252	71	6	retrieval	retrieval	NOUN
globalce-252	71	7	,	,	PUNCT
globalce-252	71	8	the	the	DET
globalce-252	71	9	code	code	NOUN
globalce-252	71	10	begins	begin	VERB
globalce-252	71	11	by	by	ADP
globalce-252	71	12	importing	import	VERB
globalce-252	71	13	data	datum	NOUN
globalce-252	71	14	from	from	ADP
globalce-252	71	15	an	an	DET
globalce-252	71	16	excel	excel	NOUN
globalce-252	71	17	file	file	NOUN
globalce-252	71	18	provided	provide	VERB
globalce-252	71	19	by	by	ADP
globalce-252	71	20	web	web	NOUN
globalce-252	71	21	praxis	praxis	NOUN
globalce-252	71	22	.	.	PUNCT
globalce-252	72	1	this	this	DET
globalce-252	72	2	file	file	NOUN
globalce-252	72	3	includes	include	VERB
globalce-252	72	4	critical	critical	ADJ
globalce-252	72	5	information	information	NOUN
globalce-252	72	6	about	about	ADP
globalce-252	72	7	medical	medical	ADJ
globalce-252	72	8	devices	device	NOUN
globalce-252	72	9	and	and	CCONJ
globalce-252	72	10	the	the	DET
globalce-252	72	11	specific	specific	ADJ
globalce-252	72	12	columns	column	NOUN
globalce-252	72	13	of	of	ADP
globalce-252	72	14	interest	interest	NOUN
globalce-252	72	15	include	include	VERB
globalce-252	72	16	general	general	ADJ
globalce-252	72	17	group	group	NOUN
globalce-252	72	18	,	,	PUNCT
globalce-252	72	19	specific	specific	ADJ
globalce-252	72	20	group	group	NOUN
globalce-252	72	21	,	,	PUNCT
globalce-252	72	22	manufacturer	manufacturer	NOUN
globalce-252	72	23	,	,	PUNCT
globalce-252	72	24	model	model	NOUN
globalce-252	72	25	,	,	PUNCT
globalce-252	72	26	and	and	CCONJ
globalce-252	72	27	comments	comment	NOUN
globalce-252	72	28	,	,	PUNCT
globalce-252	72	29	where	where	SCONJ
globalce-252	72	30	unique	unique	ADJ
globalce-252	72	31	device	device	NOUN
globalce-252	72	32	identifiers	identifier	NOUN
globalce-252	72	33	(	(	PUNCT
globalce-252	72	34	udis	udi	NOUN
globalce-252	72	35	)	)	PUNCT
globalce-252	72	36	are	be	AUX
globalce-252	72	37	often	often	ADV
globalce-252	72	38	found	find	VERB
globalce-252	72	39	.	.	PUNCT
globalce-252	73	1	the	the	DET
globalce-252	73	2	initial	initial	ADJ
globalce-252	73	3	excel	excel	NOUN
globalce-252	73	4	file	file	NOUN
globalce-252	73	5	includes	include	VERB
globalce-252	73	6	279	279	NUM
globalce-252	73	7	records	record	NOUN
globalce-252	73	8	,	,	PUNCT
globalce-252	73	9	representing	represent	VERB
globalce-252	73	10	distinct	distinct	ADJ
globalce-252	73	11	medical	medical	ADJ
globalce-252	73	12	devices	device	NOUN
globalce-252	73	13	.	.	PUNCT
globalce-252	74	1	udi	udi	PROPN
globalce-252	74	2	extraction	extraction	NOUN
globalce-252	74	3	next	next	ADV
globalce-252	74	4	,	,	PUNCT
globalce-252	74	5	the	the	DET
globalce-252	74	6	code	code	NOUN
globalce-252	74	7	extracts	extract	VERB
globalce-252	74	8	the	the	DET
globalce-252	74	9	14	14	NUM
globalce-252	74	10	-	-	PUNCT
globalce-252	74	11	digit	digit	NOUN
globalce-252	74	12	udis	udi	NOUN
globalce-252	74	13	from	from	ADP
globalce-252	74	14	the	the	DET
globalce-252	74	15	appropriate	appropriate	ADJ
globalce-252	74	16	field	field	NOUN
globalce-252	74	17	(	(	PUNCT
globalce-252	74	18	if	if	SCONJ
globalce-252	74	19	any	any	PRON
globalce-252	74	20	because	because	SCONJ
globalce-252	74	21	not	not	PART
globalce-252	74	22	all	all	DET
globalce-252	74	23	records	record	NOUN
globalce-252	74	24	have	have	VERB
globalce-252	74	25	a	a	DET
globalce-252	74	26	registered	register	VERB
globalce-252	74	27	udi	udi	NOUN
globalce-252	74	28	)	)	PUNCT
globalce-252	74	29	.	.	PUNCT
globalce-252	75	1	this	this	DET
globalce-252	75	2	step	step	NOUN
globalce-252	75	3	is	be	AUX
globalce-252	75	4	crucial	crucial	ADJ
globalce-252	75	5	for	for	ADP
globalce-252	75	6	subsequent	subsequent	ADJ
globalce-252	75	7	operations	operation	NOUN
globalce-252	75	8	as	as	SCONJ
globalce-252	75	9	udis	udis	PROPN
globalce-252	75	10	serve	serve	VERB
globalce-252	75	11	as	as	ADP
globalce-252	75	12	the	the	DET
globalce-252	75	13	primary	primary	ADJ
globalce-252	75	14	key	key	NOUN
globalce-252	75	15	for	for	ADP
globalce-252	75	16	accessing	access	VERB
globalce-252	75	17	device	device	NOUN
globalce-252	75	18	information	information	NOUN
globalce-252	75	19	.	.	PUNCT
globalce-252	76	1	web	web	NOUN
globalce-252	76	2	scraping	scraping	NOUN
globalce-252	76	3	and	and	CCONJ
globalce-252	76	4	api	api	NOUN
globalce-252	76	5	integration	integration	NOUN
globalce-252	76	6	the	the	DET
globalce-252	76	7	heart	heart	NOUN
globalce-252	76	8	of	of	ADP
globalce-252	76	9	the	the	DET
globalce-252	76	10	methodology	methodology	NOUN
globalce-252	76	11	lies	lie	VERB
globalce-252	76	12	in	in	ADP
globalce-252	76	13	its	its	PRON
globalce-252	76	14	ability	ability	NOUN
globalce-252	76	15	to	to	PART
globalce-252	76	16	combine	combine	VERB
globalce-252	76	17	web	web	NOUN
globalce-252	76	18	scraping	scraping	NOUN
globalce-252	76	19	and	and	CCONJ
globalce-252	76	20	api	api	NOUN
globalce-252	76	21	integration	integration	NOUN
globalce-252	76	22	for	for	ADP
globalce-252	76	23	comprehensive	comprehensive	ADJ
globalce-252	76	24	data	datum	NOUN
globalce-252	76	25	collection	collection	NOUN
globalce-252	76	26	.	.	PUNCT
globalce-252	77	1	web	web	NOUN
globalce-252	77	2	scraping	scrape	VERB
globalce-252	77	3	extracts	extract	NOUN
globalce-252	77	4	data	datum	NOUN
globalce-252	77	5	based	base	VERB
globalce-252	77	6	on	on	ADP
globalce-252	77	7	udis	udi	NOUN
globalce-252	77	8	,	,	PUNCT
globalce-252	77	9	while	while	SCONJ
globalce-252	77	10	api	api	NOUN
globalce-252	77	11	calls	call	NOUN
globalce-252	77	12	are	be	AUX
globalce-252	77	13	made	make	VERB
globalce-252	77	14	to	to	ADP
globalce-252	77	15	the	the	DET
globalce-252	77	16	accessgudid	accessgudid	NOUN
globalce-252	77	17	database	database	NOUN
globalce-252	77	18	to	to	PART
globalce-252	77	19	retrieve	retrieve	VERB
globalce-252	77	20	detailed	detailed	ADJ
globalce-252	77	21	device	device	NOUN
globalce-252	77	22	information	information	NOUN
globalce-252	77	23	.	.	PUNCT
globalce-252	78	1	this	this	DET
globalce-252	78	2	hybrid	hybrid	ADJ
globalce-252	78	3	approach	approach	NOUN
globalce-252	78	4	ensures	ensure	VERB
globalce-252	78	5	that	that	SCONJ
globalce-252	78	6	even	even	ADV
globalce-252	78	7	devices	device	NOUN
globalce-252	78	8	without	without	ADP
globalce-252	78	9	readily	readily	ADV
globalce-252	78	10	available	available	ADJ
globalce-252	78	11	udis	udi	NOUN
globalce-252	78	12	can	can	AUX
globalce-252	78	13	be	be	AUX
globalce-252	78	14	identified	identify	VERB
globalce-252	78	15	and	and	CCONJ
globalce-252	78	16	analyzed	analyze	VERB
globalce-252	78	17	.	.	PUNCT
globalce-252	79	1	data	datum	NOUN
globalce-252	79	2	validation	validation	NOUN
globalce-252	79	3	and	and	CCONJ
globalce-252	79	4	presentation	presentation	NOUN
globalce-252	79	5	as	as	SCONJ
globalce-252	79	6	data	datum	NOUN
globalce-252	79	7	is	be	AUX
globalce-252	79	8	retrieved	retrieve	VERB
globalce-252	79	9	,	,	PUNCT
globalce-252	79	10	the	the	DET
globalce-252	79	11	code	code	NOUN
globalce-252	79	12	simultaneously	simultaneously	ADV
globalce-252	79	13	validates	validate	VERB
globalce-252	79	14	and	and	CCONJ
globalce-252	79	15	cross	cros	NOUN
globalce-252	79	16	-	-	NOUN
globalce-252	79	17	references	reference	NOUN
globalce-252	79	18	it	it	PRON
globalce-252	79	19	to	to	PART
globalce-252	79	20	ensure	ensure	VERB
globalce-252	79	21	accuracy	accuracy	NOUN
globalce-252	79	22	and	and	CCONJ
globalce-252	79	23	reliability	reliability	NOUN
globalce-252	79	24	.	.	PUNCT
globalce-252	80	1	the	the	DET
globalce-252	80	2	data	datum	NOUN
globalce-252	80	3	are	be	AUX
globalce-252	80	4	then	then	ADV
globalce-252	80	5	organized	organize	VERB
globalce-252	80	6	and	and	CCONJ
globalce-252	80	7	presented	present	VERB
globalce-252	80	8	in	in	ADP
globalce-252	80	9	a	a	DET
globalce-252	80	10	structured	structured	ADJ
globalce-252	80	11	format	format	NOUN
globalce-252	80	12	for	for	ADP
globalce-252	80	13	further	further	ADJ
globalce-252	80	14	analysis	analysis	NOUN
globalce-252	80	15	and	and	CCONJ
globalce-252	80	16	reporting	reporting	NOUN
globalce-252	80	17	.	.	PUNCT
globalce-252	81	1	data	datum	NOUN
globalce-252	81	2	cross	cross	VERB
globalce-252	81	3	-	-	ADJ
globalce-252	81	4	referencing	referencing	ADJ
globalce-252	81	5	for	for	ADP
globalce-252	81	6	enhancing	enhance	VERB
globalce-252	81	7	data	datum	NOUN
globalce-252	81	8	reliability	reliability	NOUN
globalce-252	81	9	,	,	PUNCT
globalce-252	81	10	the	the	DET
globalce-252	81	11	code	code	NOUN
globalce-252	81	12	employs	employ	VERB
globalce-252	81	13	crossreferencing	crossreference	VERB
globalce-252	81	14	.	.	PUNCT
globalce-252	82	1	it	it	PRON
globalce-252	82	2	verifies	verify	VERB
globalce-252	82	3	device	device	NOUN
globalce-252	82	4	attributes	attribute	VERB
globalce-252	82	5	like	like	ADP
globalce-252	82	6	gmdn	gmdn	NOUN
globalce-252	82	7	terms	term	NOUN
globalce-252	82	8	by	by	ADP
globalce-252	82	9	comparing	compare	VERB
globalce-252	82	10	data	datum	NOUN
globalce-252	82	11	from	from	ADP
globalce-252	82	12	praxis	praxis	NOUN
globalce-252	82	13	with	with	ADP
globalce-252	82	14	data	datum	NOUN
globalce-252	82	15	obtained	obtain	VERB
globalce-252	82	16	through	through	ADP
globalce-252	82	17	web	web	NOUN
globalce-252	82	18	scraping	scraping	NOUN
globalce-252	82	19	or	or	CCONJ
globalce-252	82	20	api	api	NOUN
globalce-252	82	21	integration	integration	NOUN
globalce-252	82	22	.	.	PUNCT
globalce-252	83	1	this	this	DET
globalce-252	83	2	process	process	NOUN
globalce-252	83	3	ensures	ensure	VERB
globalce-252	83	4	consistency	consistency	NOUN
globalce-252	83	5	across	across	ADP
globalce-252	83	6	multiple	multiple	ADJ
globalce-252	83	7	sources	source	NOUN
globalce-252	83	8	and	and	CCONJ
globalce-252	83	9	is	be	AUX
globalce-252	83	10	a	a	DET
globalce-252	83	11	vital	vital	ADJ
globalce-252	83	12	quality	quality	NOUN
globalce-252	83	13	control	control	NOUN
globalce-252	83	14	step	step	NOUN
globalce-252	83	15	.	.	PUNCT
globalce-252	84	1	the	the	DET
globalce-252	84	2	aforementioned	aforementioned	ADJ
globalce-252	84	3	accomplishments	accomplishment	NOUN
globalce-252	84	4	were	be	AUX
globalce-252	84	5	realized	realize	VERB
globalce-252	84	6	through	through	ADP
globalce-252	84	7	the	the	DET
globalce-252	84	8	utilization	utilization	NOUN
globalce-252	84	9	of	of	ADP
globalce-252	84	10	the	the	DET
globalce-252	84	11	following	following	ADJ
globalce-252	84	12	libraries	library	NOUN
globalce-252	84	13	:	:	PUNCT
globalce-252	84	14	requests	request	NOUN
globalce-252	84	15	for	for	ADP
globalce-252	84	16	making	make	VERB
globalce-252	84	17	http	http	ADJ
globalce-252	84	18	requests	request	NOUN
globalce-252	84	19	to	to	PART
globalce-252	84	20	interact	interact	VERB
globalce-252	84	21	with	with	ADP
globalce-252	84	22	web	web	NOUN
globalce-252	84	23	services	service	NOUN
globalce-252	84	24	and	and	CCONJ
globalce-252	84	25	retrieve	retrieve	VERB
globalce-252	84	26	data	datum	NOUN
globalce-252	84	27	from	from	ADP
globalce-252	84	28	web	web	NOUN
globalce-252	84	29	servers	server	NOUN
globalce-252	84	30	,	,	PUNCT
globalce-252	84	31	pandas	panda	NOUN
globalce-252	84	32	for	for	ADP
globalce-252	84	33	data	datum	NOUN
globalce-252	84	34	manipulation	manipulation	NOUN
globalce-252	84	35	,	,	PUNCT
globalce-252	84	36	tkinter	tkinter	NOUN
globalce-252	84	37	for	for	ADP
globalce-252	84	38	creating	create	VERB
globalce-252	84	39	a	a	DET
globalce-252	84	40	gui	gui	NOUN
globalce-252	84	41	,	,	PUNCT
globalce-252	84	42	re	re	VERB
globalce-252	84	43	for	for	ADP
globalce-252	84	44	regular	regular	ADJ
globalce-252	84	45	expressions	expression	NOUN
globalce-252	84	46	,	,	PUNCT
globalce-252	84	47	time	time	NOUN
globalce-252	84	48	for	for	ADP
globalce-252	84	49	time	time	NOUN
globalce-252	84	50	-	-	PUNCT
globalce-252	84	51	related	relate	VERB
globalce-252	84	52	operations	operation	NOUN
globalce-252	84	53	,	,	PUNCT
globalce-252	84	54	and	and	CCONJ
globalce-252	84	55	beautiful	beautiful	ADJ
globalce-252	84	56	soup	soup	NOUN
globalce-252	84	57	for	for	ADP
globalce-252	84	58	web	web	NOUN
globalce-252	84	59	scraping	scrape	VERB
globalce-252	84	60	purposes	purpose	NOUN
globalce-252	84	61	to	to	PART
globalce-252	84	62	pull	pull	VERB
globalce-252	84	63	the	the	DET
globalce-252	84	64	data	datum	NOUN
globalce-252	84	65	out	out	ADP
globalce-252	84	66	of	of	ADP
globalce-252	84	67	html	html	NOUN
globalce-252	84	68	and	and	CCONJ
globalce-252	84	69	xml	xml	VERB
globalce-252	84	70	files	file	NOUN
globalce-252	84	71	,	,	PUNCT
globalce-252	84	72	as	as	SCONJ
globalce-252	84	73	it	it	PRON
globalce-252	84	74	helps	help	VERB
globalce-252	84	75	in	in	ADP
globalce-252	84	76	navigating	navigate	VERB
globalce-252	84	77	,	,	PUNCT
globalce-252	84	78	searching	searching	NOUN
globalce-252	84	79	,	,	PUNCT
globalce-252	84	80	and	and	CCONJ
globalce-252	84	81	modifying	modify	VERB
globalce-252	84	82	the	the	DET
globalce-252	84	83	parse	parse	NOUN
globalce-252	84	84	tree	tree	NOUN
globalce-252	84	85	.	.	PUNCT
globalce-252	85	1	beautiful	beautiful	ADJ
globalce-252	85	2	soup	soup	NOUN
globalce-252	85	3	creates	create	VERB
globalce-252	85	4	a	a	DET
globalce-252	85	5	parse	parse	NOUN
globalce-252	85	6	tree	tree	NOUN
globalce-252	85	7	from	from	ADP
globalce-252	85	8	page	page	NOUN
globalce-252	85	9	source	source	NOUN
globalce-252	85	10	code	code	NOUN
globalce-252	85	11	that	that	PRON
globalce-252	85	12	can	can	AUX
globalce-252	85	13	be	be	AUX
globalce-252	85	14	used	use	VERB
globalce-252	85	15	to	to	PART
globalce-252	85	16	extract	extract	VERB
globalce-252	85	17	data	datum	NOUN
globalce-252	85	18	easily	easily	ADV
globalce-252	85	19	.	.	PUNCT
globalce-252	86	1	results	result	VERB
globalce-252	86	2	the	the	DET
globalce-252	86	3	results	result	NOUN
globalce-252	86	4	were	be	AUX
globalce-252	86	5	quite	quite	ADV
globalce-252	86	6	satisfactory	satisfactory	ADJ
globalce-252	86	7	.	.	PUNCT
globalce-252	87	1	out	out	ADP
globalce-252	87	2	of	of	ADP
globalce-252	87	3	the	the	DET
globalce-252	87	4	279	279	NUM
globalce-252	87	5	records	record	NOUN
globalce-252	87	6	initially	initially	ADV
globalce-252	87	7	provided	provide	VERB
globalce-252	87	8	,	,	PUNCT
globalce-252	87	9	we	we	PRON
globalce-252	87	10	found	find	VERB
globalce-252	87	11	udi	udi	PROPN
globalce-252	87	12	matches	match	NOUN
globalce-252	87	13	for	for	ADP
globalce-252	87	14	193	193	NUM
globalce-252	87	15	records	record	NOUN
globalce-252	87	16	(	(	PUNCT
globalce-252	87	17	69	69	NUM
globalce-252	87	18	%	%	NOUN
globalce-252	87	19	success	success	NOUN
globalce-252	87	20	rate	rate	NOUN
globalce-252	87	21	)	)	PUNCT
globalce-252	87	22	.	.	PUNCT
globalce-252	88	1	by	by	ADP
globalce-252	88	2	implementing	implement	VERB
globalce-252	88	3	a	a	DET
globalce-252	88	4	complex	complex	ADJ
globalce-252	88	5	search	search	NOUN
globalce-252	88	6	based	base	VERB
globalce-252	88	7	on	on	ADP
globalce-252	88	8	the	the	DET
globalce-252	88	9	company	company	NOUN
globalce-252	88	10	name	name	NOUN
globalce-252	88	11	and	and	CCONJ
globalce-252	88	12	brand	brand	NOUN
globalce-252	88	13	name	name	NOUN
globalce-252	88	14	(	(	PUNCT
globalce-252	88	15	this	this	PRON
globalce-252	88	16	was	be	AUX
globalce-252	88	17	done	do	VERB
globalce-252	88	18	because	because	SCONJ
globalce-252	88	19	there	there	PRON
globalce-252	88	20	were	be	VERB
globalce-252	88	21	cases	case	NOUN
globalce-252	88	22	that	that	SCONJ
globalce-252	88	23	we	we	PRON
globalce-252	88	24	did	do	AUX
globalce-252	88	25	not	not	PART
globalce-252	88	26	have	have	VERB
globalce-252	88	27	a	a	DET
globalce-252	88	28	udi	udi	NOUN
globalce-252	88	29	—	—	PUNCT
globalce-252	88	30	device	device	NOUN
globalce-252	88	31	type	type	NOUN
globalce-252	88	32	match	match	NOUN
globalce-252	88	33	a	a	DET
globalce-252	88	34	priori	priori	ADV
globalce-252	88	35	)	)	PUNCT
globalce-252	88	36	,	,	PUNCT
globalce-252	88	37	we	we	PRON
globalce-252	88	38	were	be	AUX
globalce-252	88	39	able	able	ADJ
globalce-252	88	40	to	to	PART
globalce-252	88	41	identify	identify	VERB
globalce-252	88	42	14	14	NUM
globalce-252	88	43	more	more	ADJ
globalce-252	88	44	records	record	NOUN
globalce-252	88	45	which	which	PRON
globalce-252	88	46	means	mean	VERB
globalce-252	88	47	207	207	NUM
globalce-252	88	48	records	record	NOUN
globalce-252	88	49	in	in	ADP
globalce-252	88	50	total	total	ADJ
globalce-252	88	51	(	(	PUNCT
globalce-252	88	52	74	74	NUM
globalce-252	88	53	%	%	NOUN
globalce-252	88	54	success	success	NOUN
globalce-252	88	55	rate	rate	NOUN
globalce-252	88	56	)	)	PUNCT
globalce-252	88	57	.	.	PUNCT
globalce-252	89	1	the	the	DET
globalce-252	89	2	output	output	NOUN
globalce-252	89	3	generated	generate	VERB
globalce-252	89	4	by	by	ADP
globalce-252	89	5	the	the	DET
globalce-252	89	6	code	code	NOUN
globalce-252	89	7	is	be	AUX
globalce-252	89	8	presented	present	VERB
globalce-252	89	9	in	in	ADP
globalce-252	89	10	a	a	DET
globalce-252	89	11	structured	structure	VERB
globalce-252	89	12	excel	excel	NOUN
globalce-252	89	13	format	format	NOUN
globalce-252	89	14	(	(	PUNCT
globalce-252	89	15	figure	figure	NOUN
globalce-252	89	16	1	1	NUM
globalce-252	89	17	)	)	PUNCT
globalce-252	89	18	,	,	PUNCT
globalce-252	89	19	providing	provide	VERB
globalce-252	89	20	a	a	DET
globalce-252	89	21	comprehensive	comprehensive	ADJ
globalce-252	89	22	overview	overview	NOUN
globalce-252	89	23	of	of	ADP
globalce-252	89	24	matched	match	VERB
globalce-252	89	25	udis	udi	NOUN
globalce-252	89	26	,	,	PUNCT
globalce-252	89	27	associated	associated	ADJ
globalce-252	89	28	company	company	NOUN
globalce-252	89	29	names	name	NOUN
globalce-252	89	30	,	,	PUNCT
globalce-252	89	31	brand	brand	NOUN
globalce-252	89	32	names	name	NOUN
globalce-252	89	33	,	,	PUNCT
globalce-252	89	34	gmdn	gmdn	NOUN
globalce-252	89	35	names	name	NOUN
globalce-252	89	36	,	,	PUNCT
globalce-252	89	37	cross	cross	NOUN
globalce-252	89	38	references	reference	NOUN
globalce-252	89	39	,	,	PUNCT
globalce-252	89	40	and	and	CCONJ
globalce-252	89	41	definitions	definition	NOUN
globalce-252	89	42	.	.	PUNCT
globalce-252	89	43	http://www.globalce.org	http://www.globalce.org	PUNCT
globalce-252	90	1	http://globalce.org	http://globalce.org	PROPN
globalce-252	90	2	http://globalce.org	http://globalce.org	PROPN
globalce-252	90	3	55	55	NUM
globalce-252	90	4	j	j	PROPN
globalce-252	90	5	global	global	ADJ
globalce-252	90	6	clinical	clinical	ADJ
globalce-252	90	7	engineering	engineering	PROPN
globalce-252	90	8	vol.6	vol.6	PROPN
globalce-252	90	9	special	special	ADJ
globalce-252	90	10	issue	issue	NOUN
globalce-252	90	11	6	6	NUM
globalce-252	90	12	:	:	SYM
globalce-252	90	13	2024	2024	NUM
globalce-252	90	14	demonstrate	demonstrate	VERB
globalce-252	90	15	a	a	DET
globalce-252	90	16	fairly	fairly	ADV
globalce-252	90	17	accurate	accurate	ADJ
globalce-252	90	18	recording	recording	NOUN
globalce-252	90	19	of	of	ADP
globalce-252	90	20	medical	medical	ADJ
globalce-252	90	21	equipment	equipment	NOUN
globalce-252	90	22	,	,	PUNCT
globalce-252	90	23	with	with	ADP
globalce-252	90	24	correct	correct	ADJ
globalce-252	90	25	udis	udis	NOUN
globalce-252	90	26	,	,	PUNCT
globalce-252	90	27	gmdn	gmdn	NOUN
globalce-252	90	28	names	name	NOUN
globalce-252	90	29	,	,	PUNCT
globalce-252	90	30	and	and	CCONJ
globalce-252	90	31	definitions	definition	NOUN
globalce-252	90	32	.	.	PUNCT
globalce-252	91	1	matching	match	VERB
globalce-252	91	2	all	all	DET
globalce-252	91	3	279	279	NUM
globalce-252	91	4	medical	medical	ADJ
globalce-252	91	5	records	record	NOUN
globalce-252	91	6	can	can	AUX
globalce-252	91	7	not	not	PART
globalce-252	91	8	be	be	AUX
globalce-252	91	9	possible	possible	ADJ
globalce-252	91	10	due	due	ADJ
globalce-252	91	11	to	to	ADP
globalce-252	91	12	inaccuracies	inaccuracy	NOUN
globalce-252	91	13	inherent	inherent	ADJ
globalce-252	91	14	in	in	ADP
globalce-252	91	15	the	the	DET
globalce-252	91	16	databases	database	NOUN
globalce-252	91	17	.	.	PUNCT
globalce-252	92	1	this	this	PRON
globalce-252	92	2	creates	create	VERB
globalce-252	92	3	issues	issue	NOUN
globalce-252	92	4	for	for	ADP
globalce-252	92	5	our	our	PRON
globalce-252	92	6	model	model	NOUN
globalce-252	92	7	,	,	PUNCT
globalce-252	92	8	often	often	ADV
globalce-252	92	9	leading	lead	VERB
globalce-252	92	10	to	to	ADP
globalce-252	92	11	many	many	ADJ
globalce-252	92	12	closely	closely	ADV
globalce-252	92	13	related	relate	VERB
globalce-252	92	14	outcomes	outcome	NOUN
globalce-252	92	15	.	.	PUNCT
globalce-252	93	1	even	even	ADV
globalce-252	93	2	for	for	ADP
globalce-252	93	3	a	a	DET
globalce-252	93	4	human	human	ADJ
globalce-252	93	5	observer	observer	NOUN
globalce-252	93	6	,	,	PUNCT
globalce-252	93	7	distinguishing	distinguish	VERB
globalce-252	93	8	between	between	ADP
globalce-252	93	9	these	these	DET
globalce-252	93	10	outcomes	outcome	NOUN
globalce-252	93	11	is	be	AUX
globalce-252	93	12	extremely	extremely	ADV
globalce-252	93	13	challenging	challenging	ADJ
globalce-252	93	14	.	.	PUNCT
globalce-252	94	1	so	so	ADV
globalce-252	94	2	,	,	PUNCT
globalce-252	94	3	reaching	reach	VERB
globalce-252	94	4	a	a	DET
globalce-252	94	5	perfect	perfect	ADJ
globalce-252	94	6	100	100	NUM
globalce-252	94	7	%	%	NOUN
globalce-252	94	8	match	match	NOUN
globalce-252	94	9	rate	rate	NOUN
globalce-252	94	10	is	be	AUX
globalce-252	94	11	impossible	impossible	ADJ
globalce-252	94	12	and	and	CCONJ
globalce-252	94	13	would	would	AUX
globalce-252	94	14	demand	demand	VERB
globalce-252	94	15	a	a	DET
globalce-252	94	16	lot	lot	NOUN
globalce-252	94	17	of	of	ADP
globalce-252	94	18	human	human	ADJ
globalce-252	94	19	effort	effort	NOUN
globalce-252	94	20	from	from	ADP
globalce-252	94	21	an	an	DET
globalce-252	94	22	experienced	experienced	ADJ
globalce-252	94	23	eye	eye	NOUN
globalce-252	94	24	,	,	PUNCT
globalce-252	94	25	potentially	potentially	ADV
globalce-252	94	26	even	even	ADV
globalce-252	94	27	reviewing	review	VERB
globalce-252	94	28	unrelated	unrelated	ADJ
globalce-252	94	29	results	result	NOUN
globalce-252	94	30	.	.	PUNCT
globalce-252	95	1	hence	hence	ADV
globalce-252	95	2	,	,	PUNCT
globalce-252	95	3	a	a	DET
globalce-252	95	4	74	74	NUM
globalce-252	95	5	%	%	NOUN
globalce-252	95	6	match	match	NOUN
globalce-252	95	7	rate	rate	NOUN
globalce-252	95	8	is	be	AUX
globalce-252	95	9	considered	consider	VERB
globalce-252	95	10	satisfactory	satisfactory	ADJ
globalce-252	95	11	under	under	ADP
globalce-252	95	12	these	these	DET
globalce-252	95	13	circumstances	circumstance	NOUN
globalce-252	95	14	.	.	PUNCT
globalce-252	96	1	overall	overall	ADV
globalce-252	96	2	,	,	PUNCT
globalce-252	96	3	the	the	DET
globalce-252	96	4	output	output	NOUN
globalce-252	96	5	provides	provide	VERB
globalce-252	96	6	a	a	DET
globalce-252	96	7	comprehensive	comprehensive	ADJ
globalce-252	96	8	overview	overview	NOUN
globalce-252	96	9	of	of	ADP
globalce-252	96	10	the	the	DET
globalce-252	96	11	matched	match	VERB
globalce-252	96	12	udis	udi	NOUN
globalce-252	96	13	,	,	PUNCT
globalce-252	96	14	associated	associated	ADJ
globalce-252	96	15	company	company	NOUN
globalce-252	96	16	names	name	NOUN
globalce-252	96	17	,	,	PUNCT
globalce-252	96	18	brand	brand	NOUN
globalce-252	96	19	names	name	NOUN
globalce-252	96	20	,	,	PUNCT
globalce-252	96	21	gmdn	gmdn	NOUN
globalce-252	96	22	names	name	NOUN
globalce-252	96	23	,	,	PUNCT
globalce-252	96	24	cross	cross	NOUN
globalce-252	96	25	-	-	NOUN
globalce-252	96	26	references	reference	NOUN
globalce-252	96	27	,	,	PUNCT
globalce-252	96	28	and	and	CCONJ
globalce-252	96	29	definitions	definition	NOUN
globalce-252	96	30	,	,	PUNCT
globalce-252	96	31	allowing	allow	VERB
globalce-252	96	32	for	for	ADP
globalce-252	96	33	further	further	ADJ
globalce-252	96	34	analysis	analysis	NOUN
globalce-252	96	35	and	and	CCONJ
globalce-252	96	36	verification	verification	NOUN
globalce-252	96	37	of	of	ADP
globalce-252	96	38	the	the	DET
globalce-252	96	39	recorded	record	VERB
globalce-252	96	40	medical	medical	ADJ
globalce-252	96	41	equipment	equipment	NOUN
globalce-252	96	42	data	datum	NOUN
globalce-252	96	43	.	.	PUNCT
globalce-252	97	1	in	in	ADP
globalce-252	97	2	general	general	ADJ
globalce-252	97	3	,	,	PUNCT
globalce-252	97	4	the	the	DET
globalce-252	97	5	implemented	implement	VERB
globalce-252	97	6	code	code	NOUN
globalce-252	97	7	combining	combine	VERB
globalce-252	97	8	web	web	NOUN
globalce-252	97	9	scraping	scrape	VERB
globalce-252	97	10	techniques	technique	NOUN
globalce-252	97	11	and	and	CCONJ
globalce-252	97	12	integration	integration	NOUN
globalce-252	97	13	with	with	ADP
globalce-252	97	14	the	the	DET
globalce-252	97	15	accessgudid	accessgudid	NOUN
globalce-252	97	16	api	api	NOUN
globalce-252	97	17	has	have	AUX
globalce-252	97	18	proven	prove	VERB
globalce-252	97	19	to	to	PART
globalce-252	97	20	be	be	AUX
globalce-252	97	21	an	an	DET
globalce-252	97	22	essential	essential	ADJ
globalce-252	97	23	tool	tool	NOUN
globalce-252	97	24	for	for	ADP
globalce-252	97	25	retrieving	retrieve	VERB
globalce-252	97	26	,	,	PUNCT
globalce-252	97	27	validating	validate	VERB
globalce-252	97	28	,	,	PUNCT
globalce-252	97	29	and	and	CCONJ
globalce-252	97	30	analyzing	analyze	VERB
globalce-252	97	31	medical	medical	ADJ
globalce-252	97	32	device	device	NOUN
globalce-252	97	33	data	datum	NOUN
globalce-252	97	34	based	base	VERB
globalce-252	97	35	on	on	ADP
globalce-252	97	36	udis	udi	NOUN
globalce-252	97	37	and	and	CCONJ
globalce-252	97	38	global	global	ADJ
globalce-252	97	39	medical	medical	ADJ
globalce-252	97	40	device	device	NOUN
globalce-252	97	41	nomenclature	nomenclature	NOUN
globalce-252	97	42	(	(	PUNCT
globalce-252	97	43	gmdn	gmdn	NOUN
globalce-252	97	44	)	)	PUNCT
globalce-252	97	45	names	name	NOUN
globalce-252	97	46	.	.	PUNCT
globalce-252	98	1	the	the	DET
globalce-252	98	2	need	need	NOUN
globalce-252	98	3	for	for	ADP
globalce-252	98	4	web	web	NOUN
globalce-252	98	5	scraping	scraping	NOUN
globalce-252	98	6	arises	arise	VERB
globalce-252	98	7	from	from	ADP
globalce-252	98	8	the	the	DET
globalce-252	98	9	vast	vast	ADJ
globalce-252	98	10	amount	amount	NOUN
globalce-252	98	11	of	of	ADP
globalce-252	98	12	device	device	NOUN
globalce-252	98	13	information	information	NOUN
globalce-252	98	14	available	available	ADJ
globalce-252	98	15	on	on	ADP
globalce-252	98	16	websites	website	NOUN
globalce-252	98	17	like	like	ADP
globalce-252	98	18	accessgudid	accessgudid	VERB
globalce-252	98	19	.	.	PUNCT
globalce-252	99	1	web	web	NOUN
globalce-252	99	2	scraping	scraping	NOUN
globalce-252	99	3	enables	enable	VERB
globalce-252	99	4	the	the	DET
globalce-252	99	5	efficient	efficient	ADJ
globalce-252	99	6	extraction	extraction	NOUN
globalce-252	99	7	of	of	ADP
globalce-252	99	8	specific	specific	ADJ
globalce-252	99	9	data	datum	NOUN
globalce-252	99	10	elements	element	NOUN
globalce-252	99	11	,	,	PUNCT
globalce-252	99	12	such	such	ADJ
globalce-252	99	13	as	as	ADP
globalce-252	99	14	company	company	NOUN
globalce-252	99	15	names	name	NOUN
globalce-252	99	16	,	,	PUNCT
globalce-252	99	17	brand	brand	NOUN
globalce-252	99	18	names	name	NOUN
globalce-252	99	19	,	,	PUNCT
globalce-252	99	20	gmdn	gmdn	NOUN
globalce-252	99	21	names	name	NOUN
globalce-252	99	22	,	,	PUNCT
globalce-252	99	23	cross	cross	NOUN
globalce-252	99	24	-	-	NOUN
globalce-252	99	25	references	reference	NOUN
globalce-252	99	26	,	,	PUNCT
globalce-252	99	27	and	and	CCONJ
globalce-252	99	28	definitions	definition	NOUN
globalce-252	99	29	,	,	PUNCT
globalce-252	99	30	from	from	ADP
globalce-252	99	31	complex	complex	ADJ
globalce-252	99	32	html	html	NOUN
globalce-252	99	33	structures	structure	NOUN
globalce-252	99	34	.	.	PUNCT
globalce-252	100	1	by	by	ADP
globalce-252	100	2	automating	automate	VERB
globalce-252	100	3	the	the	DET
globalce-252	100	4	data	data	NOUN
globalce-252	100	5	retrieval	retrieval	NOUN
globalce-252	100	6	process	process	NOUN
globalce-252	100	7	,	,	PUNCT
globalce-252	100	8	this	this	DET
globalce-252	100	9	method	method	NOUN
globalce-252	100	10	provides	provide	VERB
globalce-252	100	11	instant	instant	ADJ
globalce-252	100	12	access	access	NOUN
globalce-252	100	13	to	to	ADP
globalce-252	100	14	the	the	DET
globalce-252	100	15	most	most	ADJ
globalce-252	100	16	up	up	ADP
globalce-252	100	17	-	-	PUNCT
globalce-252	100	18	to	to	ADP
globalce-252	100	19	-	-	PUNCT
globalce-252	100	20	date	date	NOUN
globalce-252	100	21	device	device	NOUN
globalce-252	100	22	information	information	NOUN
globalce-252	100	23	,	,	PUNCT
globalce-252	100	24	ensuring	ensure	VERB
globalce-252	100	25	accuracy	accuracy	NOUN
globalce-252	100	26	and	and	CCONJ
globalce-252	100	27	timeliness	timeliness	NOUN
globalce-252	100	28	.	.	PUNCT
globalce-252	101	1	integrating	integrate	VERB
globalce-252	101	2	an	an	DET
globalce-252	101	3	api	api	NOUN
globalce-252	101	4	(	(	PUNCT
globalce-252	101	5	in	in	ADP
globalce-252	101	6	this	this	DET
globalce-252	101	7	case	case	NOUN
globalce-252	101	8	,	,	PUNCT
globalce-252	101	9	the	the	DET
globalce-252	101	10	accessgudid	accessgudid	PROPN
globalce-252	101	11	api	api	NOUN
globalce-252	101	12	)	)	PUNCT
globalce-252	101	13	further	far	ADV
globalce-252	101	14	enhances	enhance	VERB
globalce-252	101	15	the	the	DET
globalce-252	101	16	code	code	NOUN
globalce-252	101	17	’s	’s	PART
globalce-252	101	18	functionality	functionality	NOUN
globalce-252	101	19	and	and	CCONJ
globalce-252	101	20	reliability	reliability	NOUN
globalce-252	101	21	.	.	PUNCT
globalce-252	102	1	by	by	ADP
globalce-252	102	2	leveraging	leverage	VERB
globalce-252	102	3	the	the	DET
globalce-252	102	4	api	api	NOUN
globalce-252	102	5	,	,	PUNCT
globalce-252	102	6	the	the	DET
globalce-252	102	7	code	code	NOUN
globalce-252	102	8	establishes	establish	VERB
globalce-252	102	9	a	a	DET
globalce-252	102	10	secure	secure	ADJ
globalce-252	102	11	connection	connection	NOUN
globalce-252	102	12	to	to	ADP
globalce-252	102	13	the	the	DET
globalce-252	102	14	comprehensive	comprehensive	ADJ
globalce-252	102	15	device	device	NOUN
globalce-252	102	16	database	database	NOUN
globalce-252	102	17	provided	provide	VERB
globalce-252	102	18	by	by	ADP
globalce-252	102	19	accessgudid	accessgudid	NOUN
globalce-252	102	20	,	,	PUNCT
globalce-252	102	21	ensuring	ensure	VERB
globalce-252	102	22	compliance	compliance	NOUN
globalce-252	102	23	with	with	ADP
globalce-252	102	24	data	datum	NOUN
globalce-252	102	25	usage	usage	NOUN
globalce-252	102	26	policies	policy	NOUN
globalce-252	102	27	,	,	PUNCT
globalce-252	102	28	facilitating	facilitate	VERB
globalce-252	102	29	seamless	seamless	ADJ
globalce-252	102	30	data	datum	NOUN
globalce-252	102	31	retrieval	retrieval	NOUN
globalce-252	102	32	,	,	PUNCT
globalce-252	102	33	and	and	CCONJ
globalce-252	102	34	enhancing	enhance	VERB
globalce-252	102	35	the	the	DET
globalce-252	102	36	reliability	reliability	NOUN
globalce-252	102	37	and	and	CCONJ
globalce-252	102	38	accuracy	accuracy	NOUN
globalce-252	102	39	of	of	ADP
globalce-252	102	40	the	the	DET
globalce-252	102	41	obtained	obtain	VERB
globalce-252	102	42	device	device	NOUN
globalce-252	102	43	information	information	NOUN
globalce-252	102	44	.	.	PUNCT
globalce-252	103	1	moreover	moreover	ADV
globalce-252	103	2	,	,	PUNCT
globalce-252	103	3	the	the	DET
globalce-252	103	4	use	use	NOUN
globalce-252	103	5	of	of	ADP
globalce-252	103	6	udis	udis	PROPN
globalce-252	103	7	plays	play	VERB
globalce-252	103	8	a	a	DET
globalce-252	103	9	crucial	crucial	ADJ
globalce-252	103	10	role	role	NOUN
globalce-252	103	11	in	in	ADP
globalce-252	103	12	device	device	NOUN
globalce-252	103	13	identification	identification	NOUN
globalce-252	103	14	and	and	CCONJ
globalce-252	103	15	traceability	traceability	NOUN
globalce-252	103	16	.	.	PUNCT
globalce-252	104	1	udis	udi	NOUN
globalce-252	104	2	provide	provide	VERB
globalce-252	104	3	a	a	DET
globalce-252	104	4	standardized	standardized	ADJ
globalce-252	104	5	system	system	NOUN
globalce-252	104	6	for	for	ADP
globalce-252	104	7	the	the	DET
globalce-252	104	8	unique	unique	ADJ
globalce-252	104	9	identification	identification	NOUN
globalce-252	104	10	of	of	ADP
globalce-252	104	11	medical	medical	ADJ
globalce-252	104	12	devices	device	NOUN
globalce-252	104	13	,	,	PUNCT
globalce-252	104	14	ensuring	ensure	VERB
globalce-252	104	15	many	many	ADJ
globalce-252	104	16	benefits	benefit	NOUN
globalce-252	104	17	for	for	ADP
globalce-252	104	18	both	both	CCONJ
globalce-252	104	19	patient	patient	ADJ
globalce-252	104	20	and	and	CCONJ
globalce-252	104	21	equipment	equipment	NOUN
globalce-252	104	22	safety	safety	NOUN
globalce-252	104	23	.	.	PUNCT
globalce-252	105	1	the	the	DET
globalce-252	105	2	code	code	NOUN
globalce-252	105	3	’s	’s	PART
globalce-252	105	4	ability	ability	NOUN
globalce-252	105	5	to	to	PART
globalce-252	105	6	cross	cross	VERB
globalce-252	105	7	-	-	ADJ
globalce-252	105	8	check	check	ADJ
globalce-252	105	9	device	device	NOUN
globalce-252	105	10	data	datum	NOUN
globalce-252	105	11	with	with	ADP
globalce-252	105	12	where	where	SCONJ
globalce-252	105	13	:	:	PUNCT
globalce-252	105	14	1st	1st	ADJ
globalce-252	105	15	column	column	NOUN
globalce-252	105	16	:	:	PUNCT
globalce-252	105	17	udi	udi	PROPN
globalce-252	105	18	,	,	PUNCT
globalce-252	105	19	udis	udis	PROPN
globalce-252	105	20	are	be	AUX
globalce-252	105	21	listed	list	VERB
globalce-252	105	22	.	.	PUNCT
globalce-252	106	1	it	it	PRON
globalce-252	106	2	includes	include	VERB
globalce-252	106	3	both	both	CCONJ
globalce-252	106	4	the	the	DET
globalce-252	106	5	udis	udi	NOUN
globalce-252	106	6	that	that	PRON
globalce-252	106	7	were	be	AUX
globalce-252	106	8	initially	initially	ADV
globalce-252	106	9	matched	match	VERB
globalce-252	106	10	and	and	CCONJ
globalce-252	106	11	the	the	DET
globalce-252	106	12	“	"	PUNCT
globalce-252	106	13	n	n	CCONJ
globalce-252	106	14	/	/	SYM
globalce-252	106	15	a	a	DET
globalce-252	106	16	”	"	PUNCT
globalce-252	106	17	symbol	symbol	NOUN
globalce-252	106	18	for	for	ADP
globalce-252	106	19	equipment	equipment	NOUN
globalce-252	106	20	that	that	PRON
globalce-252	106	21	had	have	VERB
globalce-252	106	22	no	no	DET
globalce-252	106	23	udi	udi	NOUN
globalce-252	106	24	in	in	ADP
globalce-252	106	25	the	the	DET
globalce-252	106	26	initial	initial	ADJ
globalce-252	106	27	data	datum	NOUN
globalce-252	106	28	and	and	CCONJ
globalce-252	106	29	required	require	VERB
globalce-252	106	30	an	an	DET
globalce-252	106	31	advanced	advanced	ADJ
globalce-252	106	32	search	search	NOUN
globalce-252	106	33	.	.	PUNCT
globalce-252	107	1	2nd	2nd	ADJ
globalce-252	107	2	column	column	NOUN
globalce-252	107	3	:	:	PUNCT
globalce-252	107	4	company	company	NOUN
globalce-252	107	5	name	name	NOUN
globalce-252	107	6	as	as	SCONJ
globalce-252	107	7	registered	register	VERB
globalce-252	107	8	on	on	ADP
globalce-252	107	9	the	the	DET
globalce-252	107	10	website	website	NOUN
globalce-252	107	11	.	.	PUNCT
globalce-252	108	1	3rd	3rd	ADJ
globalce-252	108	2	column	column	NOUN
globalce-252	108	3	:	:	PUNCT
globalce-252	108	4	brand	brand	NOUN
globalce-252	108	5	name	name	NOUN
globalce-252	108	6	as	as	SCONJ
globalce-252	108	7	registered	register	VERB
globalce-252	108	8	on	on	ADP
globalce-252	108	9	the	the	DET
globalce-252	108	10	website	website	NOUN
globalce-252	108	11	.	.	PUNCT
globalce-252	109	1	4th	4th	ADJ
globalce-252	109	2	column	column	NOUN
globalce-252	109	3	:	:	PUNCT
globalce-252	109	4	gmdn	gmdn	NOUN
globalce-252	109	5	name	name	NOUN
globalce-252	109	6	as	as	SCONJ
globalce-252	109	7	registered	register	VERB
globalce-252	109	8	on	on	ADP
globalce-252	109	9	the	the	DET
globalce-252	109	10	website	website	NOUN
globalce-252	109	11	.	.	PUNCT
globalce-252	110	1	5th	5th	ADJ
globalce-252	110	2	column	column	NOUN
globalce-252	110	3	:	:	PUNCT
globalce-252	110	4	gmdn	gmdn	PROPN
globalce-252	110	5	cross	cross	PROPN
globalce-252	110	6	reference	reference	NOUN
globalce-252	110	7	.	.	PUNCT
globalce-252	111	1	the	the	DET
globalce-252	111	2	term	term	NOUN
globalce-252	111	3	“	"	PUNCT
globalce-252	111	4	same	same	ADJ
globalce-252	111	5	”	"	PUNCT
globalce-252	111	6	is	be	AUX
globalce-252	111	7	displayed	display	VERB
globalce-252	111	8	for	for	ADP
globalce-252	111	9	records	record	NOUN
globalce-252	111	10	that	that	PRON
globalce-252	111	11	have	have	VERB
globalce-252	111	12	the	the	DET
globalce-252	111	13	same	same	ADJ
globalce-252	111	14	gmdn	gmdn	NOUN
globalce-252	111	15	name	name	NOUN
globalce-252	111	16	on	on	ADP
globalce-252	111	17	both	both	CCONJ
globalce-252	111	18	the	the	DET
globalce-252	111	19	website	website	NOUN
globalce-252	111	20	and	and	CCONJ
globalce-252	111	21	the	the	DET
globalce-252	111	22	initial	initial	ADJ
globalce-252	111	23	excel	excel	NOUN
globalce-252	111	24	data	datum	NOUN
globalce-252	111	25	.	.	PUNCT
globalce-252	112	1	for	for	ADP
globalce-252	112	2	records	record	NOUN
globalce-252	112	3	that	that	PRON
globalce-252	112	4	are	be	AUX
globalce-252	112	5	not	not	PART
globalce-252	112	6	the	the	DET
globalce-252	112	7	same	same	ADJ
globalce-252	112	8	,	,	PUNCT
globalce-252	112	9	a	a	DET
globalce-252	112	10	different	different	ADJ
globalce-252	112	11	description	description	NOUN
globalce-252	112	12	is	be	AUX
globalce-252	112	13	provided	provide	VERB
globalce-252	112	14	.	.	PUNCT
globalce-252	113	1	this	this	DET
globalce-252	113	2	description	description	NOUN
globalce-252	113	3	was	be	AUX
globalce-252	113	4	obtained	obtain	VERB
globalce-252	113	5	from	from	ADP
globalce-252	113	6	the	the	DET
globalce-252	113	7	initial	initial	ADJ
globalce-252	113	8	data	datum	NOUN
globalce-252	113	9	.	.	PUNCT
globalce-252	114	1	6th	6th	ADJ
globalce-252	114	2	column	column	NOUN
globalce-252	114	3	:	:	PUNCT
globalce-252	114	4	gmdn	gmdn	NOUN
globalce-252	114	5	definition	definition	NOUN
globalce-252	114	6	as	as	SCONJ
globalce-252	114	7	registered	register	VERB
globalce-252	114	8	on	on	ADP
globalce-252	114	9	the	the	DET
globalce-252	114	10	website	website	NOUN
globalce-252	114	11	for	for	ADP
globalce-252	114	12	the	the	DET
globalce-252	114	13	devices	device	NOUN
globalce-252	114	14	that	that	PRON
globalce-252	114	15	were	be	AUX
globalce-252	114	16	“	"	PUNCT
globalce-252	114	17	identified	identify	VERB
globalce-252	114	18	”	"	PUNCT
globalce-252	114	19	by	by	ADP
globalce-252	114	20	the	the	DET
globalce-252	114	21	udi	udi	PROPN
globalce-252	114	22	.	.	PUNCT
globalce-252	115	1	for	for	ADP
globalce-252	115	2	the	the	DET
globalce-252	115	3	devices	device	NOUN
globalce-252	115	4	that	that	PRON
globalce-252	115	5	we	we	PRON
globalce-252	115	6	did	do	AUX
globalce-252	115	7	not	not	PART
globalce-252	115	8	know	know	VERB
globalce-252	115	9	the	the	DET
globalce-252	115	10	udi	udi	PROPN
globalce-252	115	11	beforehand	beforehand	ADV
globalce-252	115	12	,	,	PUNCT
globalce-252	115	13	and	and	CCONJ
globalce-252	115	14	we	we	PRON
globalce-252	115	15	made	make	VERB
globalce-252	115	16	an	an	DET
globalce-252	115	17	advanced	advanced	ADJ
globalce-252	115	18	search	search	NOUN
globalce-252	115	19	,	,	PUNCT
globalce-252	115	20	we	we	PRON
globalce-252	115	21	had	have	VERB
globalce-252	115	22	many	many	ADJ
globalce-252	115	23	results	result	NOUN
globalce-252	115	24	.	.	PUNCT
globalce-252	116	1	so	so	ADV
globalce-252	116	2	,	,	PUNCT
globalce-252	116	3	the	the	DET
globalce-252	116	4	gmdn	gmdn	NOUN
globalce-252	116	5	definition	definition	NOUN
globalce-252	116	6	was	be	AUX
globalce-252	116	7	obtained	obtain	VERB
globalce-252	116	8	by	by	ADP
globalce-252	116	9	examining	examine	VERB
globalce-252	116	10	the	the	DET
globalce-252	116	11	first	first	ADJ
globalce-252	116	12	page	page	NOUN
globalce-252	116	13	of	of	ADP
globalce-252	116	14	search	search	NOUN
globalce-252	116	15	results	result	NOUN
globalce-252	116	16	on	on	ADP
globalce-252	116	17	the	the	DET
globalce-252	116	18	website	website	NOUN
globalce-252	116	19	generated	generate	VERB
globalce-252	116	20	by	by	ADP
globalce-252	116	21	the	the	DET
globalce-252	116	22	advanced	advanced	ADJ
globalce-252	116	23	search	search	NOUN
globalce-252	116	24	.	.	PUNCT
globalce-252	117	1	we	we	PRON
globalce-252	117	2	identified	identify	VERB
globalce-252	117	3	all	all	DET
globalce-252	117	4	the	the	DET
globalce-252	117	5	gmdn	gmdn	NOUN
globalce-252	117	6	names	name	NOUN
globalce-252	117	7	and	and	CCONJ
globalce-252	117	8	applied	apply	VERB
globalce-252	117	9	a	a	DET
globalce-252	117	10	sorting	sort	VERB
globalce-252	117	11	algorithm	algorithm	NOUN
globalce-252	117	12	to	to	PART
globalce-252	117	13	select	select	VERB
globalce-252	117	14	the	the	DET
globalce-252	117	15	names	name	NOUN
globalce-252	117	16	that	that	PRON
globalce-252	117	17	appeared	appear	VERB
globalce-252	117	18	most	most	ADV
globalce-252	117	19	frequently	frequently	ADV
globalce-252	117	20	.	.	PUNCT
globalce-252	118	1	figure	figure	VERB
globalce-252	118	2	1	1	NUM
globalce-252	118	3	.	.	PUNCT
globalce-252	118	4	format	format	NOUN
globalce-252	118	5	of	of	ADP
globalce-252	118	6	the	the	DET
globalce-252	118	7	output	output	NOUN
globalce-252	118	8	excel	excel	VERB
globalce-252	118	9	file	file	NOUN
globalce-252	118	10	.	.	PUNCT
globalce-252	119	1	discussion	discussion	NOUN
globalce-252	119	2	the	the	DET
globalce-252	119	3	high	high	ADJ
globalce-252	119	4	success	success	NOUN
globalce-252	119	5	rates	rate	NOUN
globalce-252	119	6	in	in	ADP
globalce-252	119	7	both	both	DET
globalce-252	119	8	types	type	NOUN
globalce-252	119	9	of	of	ADP
globalce-252	119	10	searches	search	NOUN
globalce-252	119	11	indicated	indicate	VERB
globalce-252	119	12	that	that	SCONJ
globalce-252	119	13	the	the	DET
globalce-252	119	14	data	datum	NOUN
globalce-252	119	15	provided	provide	VERB
globalce-252	119	16	by	by	ADP
globalce-252	119	17	web	web	NOUN
globalce-252	119	18	-	-	ADJ
globalce-252	119	19	praxis	praxis	ADJ
globalce-252	119	20	,	,	PUNCT
globalce-252	119	21	although	although	SCONJ
globalce-252	119	22	challenging	challenging	ADJ
globalce-252	119	23	to	to	PART
globalce-252	119	24	manage	manage	VERB
globalce-252	119	25	due	due	ADP
globalce-252	119	26	to	to	ADP
globalce-252	119	27	its	its	PRON
globalce-252	119	28	unstructured	unstructured	ADJ
globalce-252	119	29	format	format	NOUN
globalce-252	119	30	,	,	PUNCT
globalce-252	119	31	http://www.globalce.org	http://www.globalce.org	PUNCT
globalce-252	119	32	http://globalce.org	http://globalce.org	PROPN
globalce-252	119	33	http://globalce.org	http://globalce.org	PROPN
globalce-252	119	34	j	j	PROPN
globalce-252	119	35	global	global	ADJ
globalce-252	119	36	clinical	clinical	ADJ
globalce-252	119	37	engineering	engineering	PROPN
globalce-252	119	38	vol.6	vol.6	PROPN
globalce-252	119	39	special	special	ADJ
globalce-252	119	40	issue	issue	NOUN
globalce-252	119	41	6	6	NUM
globalce-252	119	42	:	:	SYM
globalce-252	119	43	2024	2024	NUM
globalce-252	119	44	56	56	NUM
globalce-252	119	45	udis	udi	NOUN
globalce-252	119	46	and	and	CCONJ
globalce-252	119	47	gmdn	gmdn	NOUN
globalce-252	119	48	names	name	NOUN
globalce-252	119	49	ensures	ensure	VERB
globalce-252	119	50	the	the	DET
globalce-252	119	51	authenticity	authenticity	NOUN
globalce-252	119	52	of	of	ADP
globalce-252	119	53	devices	device	NOUN
globalce-252	119	54	,	,	PUNCT
globalce-252	119	55	verifies	verifie	NOUN
globalce-252	119	56	their	their	PRON
globalce-252	119	57	attributes	attribute	NOUN
globalce-252	119	58	,	,	PUNCT
globalce-252	119	59	and	and	CCONJ
globalce-252	119	60	allows	allow	VERB
globalce-252	119	61	for	for	ADP
globalce-252	119	62	accurate	accurate	ADJ
globalce-252	119	63	categorization	categorization	NOUN
globalce-252	119	64	.	.	PUNCT
globalce-252	120	1	this	this	DET
globalce-252	120	2	cross	cross	ADJ
globalce-252	120	3	-	-	ADJ
globalce-252	120	4	checking	checking	ADJ
globalce-252	120	5	process	process	NOUN
globalce-252	120	6	allows	allow	VERB
globalce-252	120	7	healthcare	healthcare	NOUN
globalce-252	120	8	professionals	professional	NOUN
globalce-252	120	9	to	to	PART
globalce-252	120	10	identify	identify	VERB
globalce-252	120	11	and	and	CCONJ
globalce-252	120	12	address	address	VERB
globalce-252	120	13	potential	potential	ADJ
globalce-252	120	14	discrepancies	discrepancy	NOUN
globalce-252	120	15	,	,	PUNCT
globalce-252	120	16	ultimately	ultimately	ADV
globalce-252	120	17	ensuring	ensure	VERB
globalce-252	120	18	patient	patient	ADJ
globalce-252	120	19	safety	safety	NOUN
globalce-252	120	20	and	and	CCONJ
globalce-252	120	21	improving	improve	VERB
globalce-252	120	22	informed	informed	ADJ
globalce-252	120	23	decision	decision	NOUN
globalce-252	120	24	-	-	PUNCT
globalce-252	120	25	making	making	NOUN
globalce-252	120	26	.	.	PUNCT
globalce-252	121	1	conclusion	conclusion	NOUN
globalce-252	121	2	in	in	ADP
globalce-252	121	3	conclusion	conclusion	NOUN
globalce-252	121	4	,	,	PUNCT
globalce-252	121	5	the	the	DET
globalce-252	121	6	combination	combination	NOUN
globalce-252	121	7	of	of	ADP
globalce-252	121	8	web	web	NOUN
globalce-252	121	9	scraping	scraping	NOUN
globalce-252	121	10	,	,	PUNCT
globalce-252	121	11	api	api	NOUN
globalce-252	121	12	integration	integration	NOUN
globalce-252	121	13	,	,	PUNCT
globalce-252	121	14	and	and	CCONJ
globalce-252	121	15	the	the	DET
globalce-252	121	16	use	use	NOUN
globalce-252	121	17	of	of	ADP
globalce-252	121	18	udis	udis	NOUN
globalce-252	121	19	addresses	address	VERB
globalce-252	121	20	the	the	DET
globalce-252	121	21	challenges	challenge	NOUN
globalce-252	121	22	of	of	ADP
globalce-252	121	23	accessing	access	VERB
globalce-252	121	24	,	,	PUNCT
globalce-252	121	25	validating	validate	VERB
globalce-252	121	26	,	,	PUNCT
globalce-252	121	27	and	and	CCONJ
globalce-252	121	28	analyzing	analyze	VERB
globalce-252	121	29	medical	medical	ADJ
globalce-252	121	30	device	device	NOUN
globalce-252	121	31	data	datum	NOUN
globalce-252	121	32	.	.	PUNCT
globalce-252	122	1	the	the	DET
globalce-252	122	2	implemented	implement	VERB
globalce-252	122	3	code	code	NOUN
globalce-252	122	4	streamlines	streamline	NOUN
globalce-252	122	5	these	these	DET
globalce-252	122	6	processes	process	NOUN
globalce-252	122	7	,	,	PUNCT
globalce-252	122	8	enabling	enable	VERB
globalce-252	122	9	users	user	NOUN
globalce-252	122	10	to	to	PART
globalce-252	122	11	efficiently	efficiently	ADV
globalce-252	122	12	retrieve	retrieve	VERB
globalce-252	122	13	reliable	reliable	ADJ
globalce-252	122	14	device	device	NOUN
globalce-252	122	15	information	information	NOUN
globalce-252	122	16	,	,	PUNCT
globalce-252	122	17	verify	verify	VERB
globalce-252	122	18	device	device	NOUN
globalce-252	122	19	characteristics	characteristic	NOUN
globalce-252	122	20	,	,	PUNCT
globalce-252	122	21	and	and	CCONJ
globalce-252	122	22	eventually	eventually	ADV
globalce-252	122	23	make	make	VERB
globalce-252	122	24	informed	informed	ADJ
globalce-252	122	25	decisions	decision	NOUN
globalce-252	122	26	.	.	PUNCT
globalce-252	123	1	the	the	DET
globalce-252	123	2	code	code	NOUN
globalce-252	123	3	can	can	AUX
globalce-252	123	4	be	be	AUX
globalce-252	123	5	periodically	periodically	ADV
globalce-252	123	6	used	use	VERB
globalce-252	123	7	to	to	PART
globalce-252	123	8	ensure	ensure	VERB
globalce-252	123	9	the	the	DET
globalce-252	123	10	fidelity	fidelity	NOUN
globalce-252	123	11	of	of	ADP
globalce-252	123	12	udi	udi	PROPN
globalce-252	123	13	codes	code	NOUN
globalce-252	123	14	and	and	CCONJ
globalce-252	123	15	gmdn	gmdn	NOUN
globalce-252	123	16	group	group	NOUN
globalce-252	123	17	classification	classification	NOUN
globalce-252	123	18	of	of	ADP
globalce-252	123	19	me	i	PRON
globalce-252	123	20	in	in	ADP
globalce-252	123	21	a	a	DET
globalce-252	123	22	medical	medical	ADJ
globalce-252	123	23	equipment	equipment	NOUN
globalce-252	123	24	inventory	inventory	NOUN
globalce-252	123	25	,	,	PUNCT
globalce-252	123	26	to	to	PART
globalce-252	123	27	address	address	VERB
globalce-252	123	28	the	the	DET
globalce-252	123	29	dynamic	dynamic	ADJ
globalce-252	123	30	nature	nature	NOUN
globalce-252	123	31	of	of	ADP
globalce-252	123	32	the	the	DET
globalce-252	123	33	above	above	ADJ
globalce-252	123	34	systems	system	NOUN
globalce-252	123	35	,	,	PUNCT
globalce-252	123	36	and	and	CCONJ
globalce-252	123	37	to	to	PART
globalce-252	123	38	update	update	VERB
globalce-252	123	39	the	the	DET
globalce-252	123	40	information	information	NOUN
globalce-252	123	41	for	for	ADP
globalce-252	123	42	new	new	ADJ
globalce-252	123	43	me	me	PROPN
globalce-252	123	44	types	type	NOUN
globalce-252	123	45	added	add	VERB
globalce-252	123	46	to	to	ADP
globalce-252	123	47	the	the	DET
globalce-252	123	48	inventory	inventory	NOUN
globalce-252	123	49	.	.	PUNCT
globalce-252	124	1	as	as	SCONJ
globalce-252	124	2	technology	technology	NOUN
globalce-252	124	3	evolves	evolve	VERB
globalce-252	124	4	,	,	PUNCT
globalce-252	124	5	more	more	ADJ
globalce-252	124	6	and	and	CCONJ
globalce-252	124	7	more	more	ADJ
globalce-252	124	8	advancements	advancement	NOUN
globalce-252	124	9	in	in	ADP
globalce-252	124	10	web	web	NOUN
globalce-252	124	11	scraping	scraping	NOUN
globalce-252	124	12	and	and	CCONJ
globalce-252	124	13	api	api	NOUN
globalce-252	124	14	integration	integration	NOUN
globalce-252	124	15	will	will	AUX
globalce-252	124	16	contribute	contribute	VERB
globalce-252	124	17	to	to	ADP
globalce-252	124	18	even	even	ADV
globalce-252	124	19	more	more	ADV
globalce-252	124	20	efficient	efficient	ADJ
globalce-252	124	21	and	and	CCONJ
globalce-252	124	22	accurate	accurate	ADJ
globalce-252	124	23	device	device	NOUN
globalce-252	124	24	data	datum	NOUN
globalce-252	124	25	management	management	NOUN
globalce-252	124	26	and	and	CCONJ
globalce-252	124	27	analysis	analysis	NOUN
globalce-252	124	28	in	in	ADP
globalce-252	124	29	the	the	DET
globalce-252	124	30	healthcare	healthcare	NOUN
globalce-252	124	31	industry	industry	NOUN
globalce-252	124	32	.	.	PUNCT
globalce-252	125	1	μany	μany	NOUN
globalce-252	125	2	suggestions	suggestion	NOUN
globalce-252	125	3	can	can	AUX
globalce-252	125	4	be	be	AUX
globalce-252	125	5	taken	take	VERB
globalce-252	125	6	into	into	ADP
globalce-252	125	7	account	account	NOUN
globalce-252	125	8	for	for	ADP
globalce-252	125	9	even	even	ADV
globalce-252	125	10	greater	great	ADJ
globalce-252	125	11	effectiveness	effectiveness	NOUN
globalce-252	125	12	of	of	ADP
globalce-252	125	13	the	the	DET
globalce-252	125	14	solution	solution	NOUN
globalce-252	125	15	we	we	PRON
globalce-252	125	16	proposed	propose	VERB
globalce-252	125	17	.	.	PUNCT
globalce-252	126	1	firstly	firstly	ADV
globalce-252	126	2	,	,	PUNCT
globalce-252	126	3	validating	validate	VERB
globalce-252	126	4	and	and	CCONJ
globalce-252	126	5	cleaning	clean	VERB
globalce-252	126	6	the	the	DET
globalce-252	126	7	input	input	NOUN
globalce-252	126	8	data	datum	NOUN
globalce-252	126	9	is	be	AUX
globalce-252	126	10	significant	significant	ADJ
globalce-252	126	11	for	for	ADP
globalce-252	126	12	ensuring	ensure	VERB
globalce-252	126	13	data	datum	NOUN
globalce-252	126	14	quality	quality	NOUN
globalce-252	126	15	in	in	ADP
globalce-252	126	16	general	general	ADJ
globalce-252	126	17	.	.	PUNCT
globalce-252	127	1	additionally	additionally	ADV
globalce-252	127	2	,	,	PUNCT
globalce-252	127	3	automating	automate	VERB
globalce-252	127	4	code	code	NOUN
globalce-252	127	5	execution	execution	NOUN
globalce-252	127	6	as	as	ADV
globalce-252	127	7	well	well	ADV
globalce-252	127	8	as	as	ADP
globalce-252	127	9	batch	batch	NOUN
globalce-252	127	10	processing	processing	NOUN
globalce-252	127	11	capabilities	capability	NOUN
globalce-252	127	12	can	can	AUX
globalce-252	127	13	improve	improve	VERB
globalce-252	127	14	efficiency	efficiency	NOUN
globalce-252	127	15	,	,	PUNCT
globalce-252	127	16	especially	especially	ADV
globalce-252	127	17	when	when	SCONJ
globalce-252	127	18	dealing	deal	VERB
globalce-252	127	19	with	with	ADP
globalce-252	127	20	large	large	ADJ
globalce-252	127	21	volumes	volume	NOUN
globalce-252	127	22	of	of	ADP
globalce-252	127	23	data	datum	NOUN
globalce-252	127	24	.	.	PUNCT
globalce-252	128	1	moreover	moreover	ADV
globalce-252	128	2	,	,	PUNCT
globalce-252	128	3	integration	integration	NOUN
globalce-252	128	4	with	with	ADP
globalce-252	128	5	healthcare	healthcare	NOUN
globalce-252	128	6	or	or	CCONJ
globalce-252	128	7	inventory	inventory	NOUN
globalce-252	128	8	management	management	NOUN
globalce-252	128	9	systems	system	NOUN
globalce-252	128	10	is	be	AUX
globalce-252	128	11	significant	significant	ADJ
globalce-252	128	12	,	,	PUNCT
globalce-252	128	13	in	in	ADP
globalce-252	128	14	order	order	NOUN
globalce-252	128	15	to	to	PART
globalce-252	128	16	synchronize	synchronize	VERB
globalce-252	128	17	data	datum	NOUN
globalce-252	128	18	and	and	CCONJ
globalce-252	128	19	improve	improve	VERB
globalce-252	128	20	decision	decision	NOUN
globalce-252	128	21	-	-	PUNCT
globalce-252	128	22	making	make	VERB
globalce-252	128	23	capabilities	capability	NOUN
globalce-252	128	24	.	.	PUNCT
globalce-252	129	1	collaborations	collaboration	NOUN
globalce-252	129	2	and	and	CCONJ
globalce-252	129	3	partnerships	partnership	NOUN
globalce-252	129	4	with	with	ADP
globalce-252	129	5	regulatory	regulatory	ADJ
globalce-252	129	6	bodies	body	NOUN
globalce-252	129	7	,	,	PUNCT
globalce-252	129	8	healthcare	healthcare	NOUN
globalce-252	129	9	institutions	institution	NOUN
globalce-252	129	10	,	,	PUNCT
globalce-252	129	11	or	or	CCONJ
globalce-252	129	12	manufacturers	manufacturer	NOUN
globalce-252	129	13	can	can	AUX
globalce-252	129	14	facilitate	facilitate	VERB
globalce-252	129	15	data	datum	NOUN
globalce-252	129	16	sharing	sharing	NOUN
globalce-252	129	17	and	and	CCONJ
globalce-252	129	18	drive	drive	VERB
globalce-252	129	19	industry	industry	NOUN
globalce-252	129	20	-	-	PUNCT
globalce-252	129	21	wide	wide	ADJ
globalce-252	129	22	improvements	improvement	NOUN
globalce-252	129	23	in	in	ADP
globalce-252	129	24	device	device	NOUN
globalce-252	129	25	identification	identification	NOUN
globalce-252	129	26	and	and	CCONJ
globalce-252	129	27	data	data	NOUN
globalce-252	129	28	management	management	NOUN
globalce-252	129	29	practices	practice	NOUN
globalce-252	129	30	.	.	PUNCT
globalce-252	130	1	moreover	moreover	ADV
globalce-252	130	2	,	,	PUNCT
globalce-252	130	3	continuous	continuous	ADJ
globalce-252	130	4	data	datum	NOUN
globalce-252	130	5	monitoring	monitoring	NOUN
globalce-252	130	6	is	be	AUX
globalce-252	130	7	recommended	recommend	VERB
globalce-252	130	8	both	both	PRON
globalce-252	130	9	to	to	PART
globalce-252	130	10	periodically	periodically	ADV
globalce-252	130	11	retrieve	retrieve	VERB
globalce-252	130	12	and	and	CCONJ
globalce-252	130	13	update	update	VERB
globalce-252	130	14	device	device	NOUN
globalce-252	130	15	information	information	NOUN
globalce-252	130	16	from	from	ADP
globalce-252	130	17	reliable	reliable	ADJ
globalce-252	130	18	sources	source	NOUN
globalce-252	130	19	so	so	SCONJ
globalce-252	130	20	as	as	SCONJ
globalce-252	130	21	to	to	PART
globalce-252	130	22	maintain	maintain	VERB
globalce-252	130	23	data	data	NOUN
globalce-252	130	24	accuracy	accuracy	NOUN
globalce-252	130	25	and	and	CCONJ
globalce-252	130	26	relevance	relevance	NOUN
globalce-252	130	27	.	.	PUNCT
globalce-252	131	1	finally	finally	ADV
globalce-252	131	2	,	,	PUNCT
globalce-252	131	3	comprehensive	comprehensive	ADJ
globalce-252	131	4	documentation	documentation	NOUN
globalce-252	131	5	and	and	CCONJ
globalce-252	131	6	user	user	NOUN
globalce-252	131	7	support	support	NOUN
globalce-252	131	8	materials	material	NOUN
globalce-252	131	9	is	be	AUX
globalce-252	131	10	necessary	necessary	ADJ
globalce-252	131	11	to	to	PART
globalce-252	131	12	be	be	AUX
globalce-252	131	13	provided	provide	VERB
globalce-252	131	14	,	,	PUNCT
globalce-252	131	15	as	as	SCONJ
globalce-252	131	16	they	they	PRON
globalce-252	131	17	would	would	AUX
globalce-252	131	18	help	help	VERB
globalce-252	131	19	users	user	NOUN
globalce-252	131	20	to	to	PART
globalce-252	131	21	use	use	VERB
globalce-252	131	22	the	the	DET
globalce-252	131	23	code	code	NOUN
globalce-252	131	24	effectively	effectively	ADV
globalce-252	131	25	and	and	CCONJ
globalce-252	131	26	maximize	maximize	VERB
globalce-252	131	27	its	its	PRON
globalce-252	131	28	potential	potential	NOUN
globalce-252	131	29	.	.	PUNCT
globalce-252	132	1	acknowledgments	acknowledgment	NOUN
globalce-252	132	2	we	we	PRON
globalce-252	132	3	would	would	AUX
globalce-252	132	4	like	like	VERB
globalce-252	132	5	to	to	PART
globalce-252	132	6	acknowledge	acknowledge	VERB
globalce-252	132	7	the	the	DET
globalce-252	132	8	invaluable	invaluable	ADJ
globalce-252	132	9	contribution	contribution	NOUN
globalce-252	132	10	of	of	ADP
globalce-252	132	11	the	the	DET
globalce-252	132	12	web	web	NOUN
globalce-252	132	13	-	-	ADJ
globalce-252	132	14	praxis	praxis	ADJ
globalce-252	132	15	software	software	NOUN
globalce-252	132	16	,	,	PUNCT
globalce-252	132	17	as	as	ADP
globalce-252	132	18	a	a	DET
globalce-252	132	19	primary	primary	ADJ
globalce-252	132	20	data	data	NOUN
globalce-252	132	21	source	source	NOUN
globalce-252	132	22	for	for	ADP
globalce-252	132	23	this	this	DET
globalce-252	132	24	research	research	NOUN
globalce-252	132	25	.	.	PUNCT
globalce-252	133	1	references	reference	NOUN
globalce-252	133	2	1	1	NUM
globalce-252	133	3	.	.	PUNCT
globalce-252	133	4	inbit	inbit	PROPN
globalce-252	133	5	.	.	PUNCT
globalce-252	134	1	available	available	ADJ
globalce-252	134	2	online	online	ADV
globalce-252	134	3	:	:	PUNCT
globalce-252	134	4	https://www.inbit.gr/en/.	https://www.inbit.gr/en/.	PROPN
globalce-252	134	5	2	2	NUM
globalce-252	134	6	.	.	PUNCT
globalce-252	134	7	official	official	ADJ
globalce-252	134	8	journal	journal	NOUN
globalce-252	134	9	of	of	ADP
globalce-252	134	10	the	the	DET
globalce-252	134	11	european	european	PROPN
globalce-252	134	12	union	union	PROPN
globalce-252	134	13	.	.	PUNCT
globalce-252	135	1	the	the	DET
globalce-252	135	2	european	european	ADJ
globalce-252	135	3	parliament	parliament	PROPN
globalce-252	135	4	and	and	CCONJ
globalce-252	135	5	the	the	DET
globalce-252	135	6	council	council	NOUN
globalce-252	135	7	of	of	ADP
globalce-252	135	8	the	the	DET
globalce-252	135	9	european	european	PROPN
globalce-252	135	10	union	union	PROPN
globalce-252	135	11	;	;	PUNCT
globalce-252	135	12	2024	2024	NUM
globalce-252	135	13	.	.	PUNCT
globalce-252	136	1	available	available	ADJ
globalce-252	136	2	online	online	ADV
globalce-252	136	3	:	:	PUNCT
globalce-252	136	4	https://eur-lex.europa.eu/	https://eur-lex.europa.eu/	VERB
globalce-252	136	5	legal	legal	ADJ
globalce-252	136	6	-	-	PUNCT
globalce-252	136	7	content	content	NOUN
globalce-252	136	8	/	/	SYM
globalce-252	136	9	en	en	X
globalce-252	136	10	/	/	SYM
globalce-252	136	11	txt/?uri	txt/?uri	PROPN
globalce-252	136	12	=	=	NOUN
globalce-252	136	13	celex%3a32017r0745	celex%3a32017r0745	ADJ
globalce-252	136	14	.	.	PUNCT
globalce-252	137	1	3	3	X
globalce-252	137	2	.	.	X
globalce-252	137	3	unique	unique	ADJ
globalce-252	137	4	device	device	NOUN
globalce-252	137	5	identification	identification	NOUN
globalce-252	137	6	system	system	NOUN
globalce-252	137	7	(	(	PUNCT
globalce-252	137	8	udi	udi	NOUN
globalce-252	137	9	system	system	PROPN
globalce-252	137	10	)	)	PUNCT
globalce-252	137	11	,	,	PUNCT
globalce-252	137	12	fda	fda	PROPN
globalce-252	137	13	.	.	PROPN
globalce-252	137	14	available	available	PROPN
globalce-252	137	15	online	online	ADV
globalce-252	137	16	:	:	PUNCT
globalce-252	137	17	https://www.fda.gov/medical-devices/	https://www.fda.gov/medical-devices/	NOUN
globalce-252	137	18	device	device	NOUN
globalce-252	137	19	-	-	PUNCT
globalce-252	137	20	advice	advice	NOUN
globalce-252	137	21	-	-	PUNCT
globalce-252	137	22	comprehensive	comprehensive	ADJ
globalce-252	137	23	-	-	PUNCT
globalce-252	137	24	regulatory	regulatory	ADJ
globalce-252	137	25	-	-	PUNCT
globalce-252	137	26	assistance/	assistance/	NUM
globalce-252	137	27	unique	unique	ADJ
globalce-252	137	28	-	-	PUNCT
globalce-252	137	29	device	device	NOUN
globalce-252	137	30	-	-	PUNCT
globalce-252	137	31	identification	identification	NOUN
globalce-252	137	32	-	-	PUNCT
globalce-252	137	33	system	system	NOUN
globalce-252	137	34	-	-	PUNCT
globalce-252	137	35	udi	udi	NOUN
globalce-252	137	36	-	-	PUNCT
globalce-252	137	37	system	system	NOUN
globalce-252	137	38	.	.	PUNCT
globalce-252	138	1	4	4	X
globalce-252	138	2	.	.	X
globalce-252	138	3	gmdn	gmdn	PROPN
globalce-252	138	4	.	.	PUNCT
globalce-252	138	5	available	available	PROPN
globalce-252	139	1	online	online	ADV
globalce-252	139	2	:	:	PUNCT
globalce-252	140	1	https://www.gmdnagency.org/.	https://www.gmdnagency.org/.	PROPN
globalce-252	140	2	5	5	NUM
globalce-252	140	3	.	.	PUNCT
globalce-252	140	4	sathya	sathya	PROPN
globalce-252	140	5	,	,	PUNCT
globalce-252	140	6	a.c	a.c	PROPN
globalce-252	140	7	.	.	PROPN
globalce-252	140	8	,	,	PUNCT
globalce-252	140	9	rao	rao	PROPN
globalce-252	140	10	,	,	PUNCT
globalce-252	140	11	p.	p.	PROPN
globalce-252	140	12	mastan	mastan	PROPN
globalce-252	140	13	,	,	PUNCT
globalce-252	140	14	babu	babu	PROPN
globalce-252	140	15	,	,	PUNCT
globalce-252	140	16	s.	s.	PROPN
globalce-252	140	17	development	development	PROPN
globalce-252	140	18	of	of	ADP
globalce-252	140	19	a	a	DET
globalce-252	140	20	covid-19	covid-19	PROPN
globalce-252	140	21	information	information	NOUN
globalce-252	140	22	dashboard	dashboard	NOUN
globalce-252	140	23	to	to	PART
globalce-252	140	24	access	access	VERB
globalce-252	140	25	the	the	DET
globalce-252	140	26	health	health	NOUN
globalce-252	140	27	care	care	NOUN
globalce-252	140	28	resources	resource	NOUN
globalce-252	140	29	and	and	CCONJ
globalce-252	140	30	requirements	requirement	NOUN
globalce-252	140	31	online	online	ADV
globalce-252	140	32	.	.	PUNCT
globalce-252	141	1	in	in	ADP
globalce-252	141	2	2022	2022	NUM
globalce-252	141	3	3rd	3rd	ADJ
globalce-252	141	4	international	international	ADJ
globalce-252	141	5	conference	conference	NOUN
globalce-252	141	6	on	on	ADP
globalce-252	141	7	computing	computing	NOUN
globalce-252	141	8	,	,	PUNCT
globalce-252	141	9	analytics	analytic	NOUN
globalce-252	141	10	and	and	CCONJ
globalce-252	141	11	networks	network	NOUN
globalce-252	141	12	(	(	PUNCT
globalce-252	141	13	ican	ican	ADJ
globalce-252	141	14	)	)	PUNCT
globalce-252	141	15	,	,	PUNCT
globalce-252	141	16	rajpura	rajpura	NOUN
globalce-252	141	17	,	,	PUNCT
globalce-252	141	18	punjab	punjab	PROPN
globalce-252	141	19	,	,	PUNCT
globalce-252	141	20	india	india	PROPN
globalce-252	141	21	;	;	PUNCT
globalce-252	141	22	ieee	ieee	NOUN
globalce-252	141	23	;	;	PUNCT
globalce-252	141	24	2022	2022	NUM
globalce-252	141	25	;	;	PUNCT
globalce-252	141	26	pp	pp	ADV
globalce-252	141	27	.	.	PUNCT
globalce-252	142	1	1–8	1–8	X
globalce-252	142	2	.	.	PUNCT
globalce-252	143	1	https://doi.org/10.1109/	https://doi.org/10.1109/	PROPN
globalce-252	143	2	ican56228.2022.10007167	ican56228.2022.10007167	PROPN
globalce-252	143	3	.	.	PROPN
globalce-252	144	1	6	6	NUM
globalce-252	144	2	.	.	X
globalce-252	144	3	zhao	zhao	PROPN
globalce-252	144	4	,	,	PUNCT
globalce-252	144	5	b.	b.	PROPN
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globalce-252	144	7	scraping	scraping	NOUN
globalce-252	144	8	.	.	PUNCT
globalce-252	145	1	in	in	ADP
globalce-252	145	2	encyclopedia	encyclopedia	NOUN
globalce-252	145	3	of	of	ADP
globalce-252	145	4	big	big	ADJ
globalce-252	145	5	data	datum	NOUN
globalce-252	145	6	.	.	PUNCT
globalce-252	146	1	laurie	laurie	PROPN
globalce-252	146	2	a.	a.	PROPN
globalce-252	146	3	s.	s.	PROPN
globalce-252	146	4	,	,	PUNCT
globalce-252	146	5	connie	connie	PROPN
globalce-252	146	6	l.	l.	PROPN
globalce-252	146	7	m.	m.	PROPN
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globalce-252	146	10	cham	cham	PROPN
globalce-252	146	11	,	,	PUNCT
globalce-252	146	12	switzerland	switzerland	PROPN
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globalce-252	146	17	.	.	NOUN
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globalce-252	146	23	api	api	NOUN
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globalce-252	146	25	what	what	PRON
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globalce-252	146	27	the	the	DET
globalce-252	146	28	difference	difference	NOUN
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globalce-252	147	14	-	-	PUNCT
globalce-252	147	15	vs	vs	ADP
globalce-252	147	16	-	-	PUNCT
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globalce-252	147	19	.	.	PUNCT
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globalce-252	148	6	scraping	scraping	NOUN
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globalce-252	148	8	web	web	NOUN
globalce-252	148	9	crawling	crawling	NOUN
globalce-252	148	10	:	:	PUNCT
globalce-252	148	11	state	state	NOUN
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globalce-252	148	13	art	art	NOUN
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globalce-252	148	16	,	,	PUNCT
globalce-252	148	17	approaches	approach	NOUN
globalce-252	148	18	and	and	CCONJ
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globalce-252	148	20	.	.	PUNCT
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globalce-252	149	2	j	j	PROPN
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globalce-252	149	5	computing	computing	NOUN
globalce-252	149	6	appl	appl	NOUN
globalce-252	149	7	.	.	PUNCT
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globalce-252	150	2	.	.	PUNCT
globalce-252	151	1	https://	https://	PROPN
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globalce-252	151	3	.	.	PUNCT
globalce-252	151	4	http://www.globalce.org	http://www.globalce.org	PUNCT
globalce-252	152	1	http://globalce.org	http://globalce.org	PROPN
globalce-252	152	2	http://globalce.org	http://globalce.org	PROPN
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globalce-252	152	5	https://eur-lex.europa.eu/legal-content/en/txt/?uri=celex%3a32017r0745	https://eur-lex.europa.eu/legal-content/en/txt/?uri=celex%3a32017r0745	PROPN
globalce-252	152	6	https://www.fda.gov/medical-devices/device-advice-comprehensive-regulatory-assistance/unique-device-identification-system-udi-system	https://www.fda.gov/medical-devices/device-advice-comprehensive-regulatory-assistance/unique-device-identification-system-udi-system	PROPN
globalce-252	152	7	https://www.fda.gov/medical-devices/device-advice-comprehensive-regulatory-assistance/unique-device-identification-system-udi-system	https://www.fda.gov/medical-devices/device-advice-comprehensive-regulatory-assistance/unique-device-identification-system-udi-system	PROPN
globalce-252	152	8	https://www.fda.gov/medical-devices/device-advice-comprehensive-regulatory-assistance/unique-device-identification-system-udi-system	https://www.fda.gov/medical-devices/device-advice-comprehensive-regulatory-assistance/unique-device-identification-system-udi-system	PROPN
globalce-252	152	9	https://www.gmdnagency.org/	https://www.gmdnagency.org/	PROPN
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globalce-252	152	11	.	.	PUNCT
globalce-252	153	1	https://doi.org/10.1109/ican56228.2022.10007167	https://doi.org/10.1109/ican56228.2022.10007167	PROPN
globalce-252	153	2	.	.	PUNCT
globalce-252	154	1	https://www.scrapingdog.com/blog/web-scraping-vs-api/	https://www.scrapingdog.com/blog/web-scraping-vs-api/	X
globalce-252	154	2	https://www.scrapingdog.com/blog/web-scraping-vs-api/	https://www.scrapingdog.com/blog/web-scraping-vs-api/	X
globalce-252	154	3	https://doi.org/10.15849/ijasca.211128.11	https://doi.org/10.15849/ijasca.211128.11	PROPN
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globalce-252	154	7	corner	corner	PROPN
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globalce-252	154	9	technology	technology	NOUN
globalce-252	154	10	and	and	CCONJ
globalce-252	154	11	clinical	clinical	ADJ
globalce-252	154	12	engineering	engineering	NOUN
globalce-252	154	13	in	in	ADP
globalce-252	154	14	greece	greece	PROPN
globalce-252	154	15	after	after	ADP
globalce-252	154	16	the	the	DET
globalce-252	154	17	pandemic	pandemic	NOUN
globalce-252	154	18	:	:	PUNCT
globalce-252	154	19	highlighted	highlight	VERB
globalce-252	154	20	works	work	NOUN
globalce-252	154	21	from	from	ADP
globalce-252	154	22	the	the	DET
globalce-252	154	23	panhellenic	panhellenic	ADJ
globalce-252	154	24	conference	conference	NOUN
globalce-252	154	25	of	of	ADP
globalce-252	154	26	biomedical	biomedical	ADJ
globalce-252	154	27	technology	technology	NOUN
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globalce-252	154	31	*	*	ADJ
globalce-252	154	32	,	,	PUNCT
globalce-252	154	33	vasiliki	vasiliki	PROPN
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globalce-252	154	35	,	,	PUNCT
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globalce-252	154	38	,	,	PUNCT
globalce-252	154	39	alkinoos	alkinoo	VERB
globalce-252	154	40	athanasiou1,3	athanasiou1,3	PROPN
globalce-252	154	41	digital	digital	ADJ
globalce-252	154	42	transformation	transformation	NOUN
globalce-252	154	43	management	management	NOUN
globalce-252	154	44	in	in	ADP
globalce-252	154	45	health	health	NOUN
globalce-252	154	46	services	service	NOUN
globalce-252	154	47	:	:	PUNCT
globalce-252	154	48	health	health	NOUN
globalce-252	154	49	professionals	professional	NOUN
globalce-252	154	50	perceptions	perception	NOUN
globalce-252	154	51	as	as	ADP
globalce-252	154	52	an	an	DET
globalce-252	154	53	implementation	implementation	NOUN
globalce-252	154	54	factor	factor	NOUN
globalce-252	154	55	theodoros	theodoros	PROPN
globalce-252	154	56	s.	s.	PROPN
globalce-252	154	57	tanis	tanis	PROPN
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globalce-252	154	59	,	,	PUNCT
globalce-252	154	60	chryssoula	chryssoula	PROPN
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globalce-252	154	62	,	,	PUNCT
globalce-252	154	63	ioanna	ioanna	NOUN
globalce-252	154	64	simeli	simeli	VERB
globalce-252	154	65	,	,	PUNCT
globalce-252	154	66	and	and	CCONJ
globalce-252	154	67	evangelia	evangelia	PROPN
globalce-252	154	68	stalika	stalika	PROPN
globalce-252	154	69	validating	validate	VERB
globalce-252	154	70	the	the	DET
globalce-252	154	71	id	id	NOUN
globalce-252	154	72	-	-	PUNCT
globalce-252	154	73	gaming	game	VERB
globalce-252	154	74	e	e	NOUN
globalce-252	154	75	-	-	NOUN
globalce-252	154	76	training	train	VERB
globalce-252	154	77	toolkit	toolkit	NOUN
globalce-252	154	78	for	for	ADP
globalce-252	154	79	people	people	NOUN
globalce-252	154	80	with	with	ADP
globalce-252	154	81	intellectual	intellectual	ADJ
globalce-252	154	82	disabilities	disability	NOUN
globalce-252	154	83	in	in	ADP
globalce-252	154	84	greece	greece	PROPN
globalce-252	154	85	niki	niki	PROPN
globalce-252	154	86	pandria	pandria	PROPN
globalce-252	154	87	*	*	PROPN
globalce-252	154	88	,	,	PUNCT
globalce-252	154	89	anastasia	anastasia	PROPN
globalce-252	154	90	barboudi	barboudi	PROPN
globalce-252	154	91	,	,	PUNCT
globalce-252	154	92	vasileia	vasileia	ADJ
globalce-252	154	93	petronikolou	petronikolou	ADJ
globalce-252	154	94	,	,	PUNCT
globalce-252	154	95	panagiotis	panagiotis	NOUN
globalce-252	154	96	antoniou	antoniou	NOUN
globalce-252	154	97	and	and	CCONJ
globalce-252	154	98	panagiotis	panagiotis	NOUN
globalce-252	154	99	d.	d.	PROPN
globalce-252	154	100	bamidis	bamidis	PROPN
globalce-252	154	101	novel	novel	ADJ
globalce-252	154	102	functional	functional	ADJ
globalce-252	154	103	electrical	electrical	ADJ
globalce-252	154	104	stimulation	stimulation	NOUN
globalce-252	154	105	parameter	parameter	NOUN
globalce-252	154	106	optimization	optimization	NOUN
globalce-252	154	107	for	for	ADP
globalce-252	154	108	neurorehabilitation	neurorehabilitation	NOUN
globalce-252	154	109	using	use	VERB
globalce-252	154	110	both	both	CCONJ
globalce-252	154	111	conventional	conventional	ADJ
globalce-252	154	112	and	and	CCONJ
globalce-252	154	113	ai	ai	VERB
globalce-252	154	114	techniques	technique	NOUN
globalce-252	154	115	arsenios	arsenio	NOUN
globalce-252	154	116	arsenidis1	arsenidis1	NOUN
globalce-252	154	117	,	,	PUNCT
globalce-252	154	118	alexandros	alexandros	PROPN
globalce-252	154	119	moraitopoulos2	moraitopoulos2	PROPN
globalce-252	154	120	,	,	PUNCT
globalce-252	154	121	alkinoos	alkinoo	VERB
globalce-252	154	122	athanasiou2	athanasiou2	PROPN
globalce-252	154	123	,	,	PUNCT
globalce-252	154	124	alexandros	alexandros	PROPN
globalce-252	154	125	vildiridis3	vildiridis3	PROPN
globalce-252	154	126	,	,	PUNCT
globalce-252	154	127	panagiotis	panagiotis	NOUN
globalce-252	154	128	bamidis2	bamidis2	NOUN
globalce-252	154	129	,	,	PUNCT
globalce-252	154	130	petros	petros	PROPN
globalce-252	154	131	stefaneas4	stefaneas4	PROPN
globalce-252	154	132	and	and	CCONJ
globalce-252	154	133	alexandros	alexandros	PROPN
globalce-252	154	134	astaras5	astaras5	NOUN
globalce-252	155	1	leveraging	leverage	VERB
globalce-252	155	2	web	web	NOUN
globalce-252	155	3	scraping	scraping	NOUN
globalce-252	155	4	and	and	CCONJ
globalce-252	155	5	api	api	NOUN
globalce-252	155	6	integration	integration	NOUN
globalce-252	155	7	for	for	ADP
globalce-252	155	8	efficient	efficient	ADJ
globalce-252	155	9	medical	medical	ADJ
globalce-252	155	10	device	device	NOUN
globalce-252	155	11	data	datum	NOUN
globalce-252	155	12	management	management	NOUN
globalce-252	155	13	agapi	agapi	PROPN
globalce-252	155	14	konstantina	konstantina	PROPN
globalce-252	155	15	liontou1	liontou1	PROPN
globalce-252	155	16	,	,	PUNCT
globalce-252	155	17	*	*	PUNCT
globalce-252	155	18	,	,	PUNCT
globalce-252	155	19	spilios	spilio	NOUN
globalce-252	155	20	zisimopoulos2	zisimopoulos2	X
globalce-252	155	21	and	and	CCONJ
globalce-252	155	22	aris	aris	PROPN
globalce-252	155	23	dermitzakis1	dermitzakis1	PROPN
globalce-252	155	24	human	human	ADJ
globalce-252	155	25	muscle	muscle	NOUN
globalce-252	155	26	state	state	NOUN
globalce-252	155	27	machine	machine	NOUN
globalce-252	155	28	using	use	VERB
globalce-252	155	29	electromyography	electromyography	NOUN
globalce-252	155	30	classification	classification	NOUN
globalce-252	155	31	with	with	ADP
globalce-252	155	32	machine	machine	NOUN
globalce-252	155	33	learning	learn	VERB
globalce-252	155	34	george	george	PROPN
globalce-252	155	35	lyssas1	lyssas1	PROPN
globalce-252	155	36	,	,	PUNCT
globalce-252	155	37	*	*	PROPN
globalce-252	155	38	,	,	PUNCT
globalce-252	155	39	konstantinos	konstantinos	PROPN
globalce-252	155	40	mitsopoulos1	mitsopoulos1	PROPN
globalce-252	155	41	,	,	PUNCT
globalce-252	155	42	dimitris	dimitris	PROPN
globalce-252	155	43	zantzas2	zantzas2	PROPN
globalce-252	155	44	,	,	PUNCT
globalce-252	155	45	anestis	anestis	PROPN
globalce-252	155	46	kalfas2	kalfas2	PROPN
globalce-252	155	47	,	,	PUNCT
globalce-252	155	48	panagiotis	panagiotis	PROPN
globalce-252	155	49	d.	d.	PROPN
globalce-252	155	50	bamidis1	bamidis1	PROPN
globalce-252	155	51	kinematic	kinematic	ADJ
globalce-252	155	52	and	and	CCONJ
globalce-252	155	53	dynamic	dynamic	ADJ
globalce-252	155	54	analysis	analysis	NOUN
globalce-252	155	55	of	of	ADP
globalce-252	155	56	lower	low	ADJ
globalce-252	155	57	limb	limb	NOUN
globalce-252	155	58	movement	movement	NOUN
globalce-252	155	59	:	:	PUNCT
globalce-252	155	60	towards	towards	ADP
globalce-252	155	61	the	the	DET
globalce-252	155	62	design	design	NOUN
globalce-252	155	63	of	of	ADP
globalce-252	155	64	a	a	DET
globalce-252	155	65	wearable	wearable	ADJ
globalce-252	155	66	rehabilitation	rehabilitation	NOUN
globalce-252	155	67	assistant	assistant	NOUN
globalce-252	155	68	device	device	NOUN
globalce-252	155	69	filippos	filippos	NOUN
globalce-252	155	70	margaritis1	margaritis1	PROPN
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globalce-252	155	72	*	*	PROPN
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globalce-252	155	74	konstantinos	konstantinos	PROPN
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globalce-252	155	76	,	,	PUNCT
globalce-252	155	77	kostas	kostas	PROPN
globalce-252	155	78	nizamis2	nizamis2	PROPN
globalce-252	155	79	,	,	PUNCT
globalce-252	155	80	alkinoos	alkinoo	VERB
globalce-252	155	81	athanasiou1	athanasiou1	NOUN
globalce-252	155	82	and	and	CCONJ
globalce-252	155	83	panagiotis	panagiotis	PROPN
globalce-252	155	84	d.	d.	PROPN
globalce-252	155	85	bamidis1	bamidis1	PROPN
globalce-252	155	86	a	a	DET
globalce-252	155	87	novel	novel	ADJ
globalce-252	155	88	dermatological	dermatological	ADJ
globalce-252	155	89	diagnosis	diagnosis	NOUN
globalce-252	155	90	support	support	NOUN
globalce-252	155	91	device	device	NOUN
globalce-252	155	92	based	base	VERB
globalce-252	155	93	on	on	ADP
globalce-252	155	94	electrical	electrical	ADJ
globalce-252	155	95	impedance	impedance	NOUN
globalce-252	155	96	spectroscopy	spectroscopy	NOUN
globalce-252	155	97	alexandros	alexandros	PROPN
globalce-252	155	98	moraitopoulos1	moraitopoulos1	PROPN
globalce-252	155	99	,	,	PUNCT
globalce-252	155	100	*	*	PROPN
globalce-252	155	101	,	,	PUNCT
globalce-252	155	102	konstantinos	konstantinos	PROPN
globalce-252	155	103	mitsopoulos1	mitsopoulos1	PROPN
globalce-252	155	104	,	,	PUNCT
globalce-252	155	105	christina	christina	PROPN
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globalce-252	155	107	,	,	PUNCT
globalce-252	155	108	panagiotis	panagiotis	NOUN
globalce-252	155	109	bamidis1	bamidis1	NOUN
globalce-252	155	110	and	and	CCONJ
globalce-252	155	111	alexandros	alexandros	PROPN
globalce-252	155	112	astaras3	astaras3	PROPN
globalce-252	155	113	software	software	NOUN
globalce-252	155	114	skills	skill	VERB
globalce-252	155	115	identification	identification	NOUN
globalce-252	155	116	:	:	PUNCT
globalce-252	155	117	a	a	DET
globalce-252	155	118	multi	multi	ADJ
globalce-252	155	119	-	-	ADJ
globalce-252	155	120	class	class	ADJ
globalce-252	155	121	classification	classification	NOUN
globalce-252	155	122	on	on	ADP
globalce-252	155	123	source	source	NOUN
globalce-252	155	124	code	code	NOUN
globalce-252	155	125	using	use	VERB
globalce-252	155	126	machine	machine	NOUN
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globalce-252	155	136	,	,	PUNCT
globalce-252	155	137	alexandros	alexandros	PROPN
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globalce-252	155	141	of	of	ADP
globalce-252	155	142	aortic	aortic	ADJ
globalce-252	155	143	valve	valve	NOUN
globalce-252	155	144	stenosis	stenosis	NOUN
globalce-252	155	145	classification	classification	NOUN
globalce-252	155	146	in	in	ADP
globalce-252	155	147	patients	patient	NOUN
globalce-252	155	148	through	through	ADP
globalce-252	155	149	computational	computational	ADJ
globalce-252	155	150	fluid	fluid	ADJ
globalce-252	155	151	dynamics	dynamic	NOUN
globalce-252	155	152	model	model	NOUN
globalce-252	155	153	ioannis	ioannis	PROPN
globalce-252	155	154	makropoulos	makropoulos	PROPN
globalce-252	155	155	,	,	PUNCT
globalce-252	155	156	dimitris	dimitris	PROPN
globalce-252	155	157	zantzas	zantzas	PROPN
globalce-252	155	158	,	,	PUNCT
globalce-252	155	159	vasilis	vasilis	PROPN
globalce-252	155	160	gkoutzamanis	gkoutzamanis	PROPN
globalce-252	155	161	,	,	PUNCT
globalce-252	155	162	anestis	anestis	ADP
globalce-252	155	163	kalfas	kalfas	PROPN
globalce-252	155	164	*	*	PUNCT
globalce-252	155	165	kinematic	kinematic	ADJ
globalce-252	155	166	and	and	CCONJ
globalce-252	155	167	dynamic	dynamic	ADJ
globalce-252	155	168	analysis	analysis	NOUN
globalce-252	155	169	of	of	ADP
globalce-252	155	170	the	the	DET
globalce-252	155	171	human	human	ADJ
globalce-252	155	172	hand	hand	NOUN
globalce-252	155	173	’s	’s	PART
globalce-252	155	174	articulation	articulation	NOUN
globalce-252	155	175	for	for	ADP
globalce-252	155	176	wearable	wearable	ADJ
globalce-252	155	177	soft	soft	ADJ
globalce-252	155	178	-	-	PUNCT
globalce-252	155	179	robotic	robotic	ADJ
globalce-252	155	180	device	device	NOUN
globalce-252	155	181	applications	application	NOUN
globalce-252	155	182	paschalina	paschalina	PROPN
globalce-252	155	183	-	-	PUNCT
globalce-252	155	184	danai	danai	VERB
globalce-252	155	185	sarra	sarra	PROPN
globalce-252	155	186	,	,	PUNCT
globalce-252	155	187	vasiliki	vasiliki	PROPN
globalce-252	155	188	fiska	fiska	NOUN
globalce-252	155	189	,	,	PUNCT
globalce-252	155	190	konstantinos	konstantinos	PROPN
globalce-252	155	191	mitsopoulos	mitsopoulos	PROPN
globalce-252	155	192	,	,	PUNCT
globalce-252	155	193	diamanto	diamanto	NOUN
globalce-252	155	194	mylopoulou	mylopoulou	NOUN
globalce-252	155	195	,	,	PUNCT
globalce-252	155	196	and	and	CCONJ
globalce-252	155	197	panagiotis	panagiotis	NOUN
globalce-252	155	198	d.	d.	PROPN
globalce-252	155	199	bamidis	bamidis	PROPN
globalce-252	155	200	*	*	PROPN
globalce-252	155	201	deep	deep	ADJ
globalce-252	155	202	learning	learn	VERB
globalce-252	155	203	classification	classification	NOUN
globalce-252	155	204	of	of	ADP
globalce-252	155	205	epileptic	epileptic	ADJ
globalce-252	155	206	magnetoencephalogram	magnetoencephalogram	PROPN
globalce-252	155	207	andreas	andreas	PROPN
globalce-252	155	208	stylianou1	stylianou1	PROPN
globalce-252	155	209	,	,	PUNCT
globalce-252	155	210	lefteris	lefteris	PROPN
globalce-252	155	211	koumakis2	koumakis2	PROPN
globalce-252	155	212	,	,	PUNCT
globalce-252	155	213	maria	maria	PROPN
globalce-252	155	214	hadjinicolaou3	hadjinicolaou3	PROPN
globalce-252	155	215	,	,	PUNCT
globalce-252	155	216	adam	adam	PROPN
globalce-252	155	217	adamopoulos1	adamopoulos1	PROPN
globalce-252	155	218	,	,	PUNCT
globalce-252	155	219	*	*	PUNCT
globalce-252	155	220	and	and	CCONJ
globalce-252	155	221	alkinoos	alkinoo	NOUN
globalce-252	155	222	athanasiou4	athanasiou4	VERB