id	sid	tid	token	lemma	pos
easat-3793	1	1	edelweiss	edelweiss	PROPN
easat-3793	1	2	applied	apply	VERB
easat-3793	1	3	science	science	NOUN
easat-3793	1	4	and	and	CCONJ
easat-3793	1	5	technology	technology	NOUN
easat-3793	1	6	issn	issn	PROPN
easat-3793	1	7	:	:	PUNCT
easat-3793	1	8	2576	2576	NUM
easat-3793	1	9	-	-	SYM
easat-3793	1	10	8484	8484	NUM
easat-3793	1	11	vol	vol	NOUN
easat-3793	1	12	.	.	PROPN
easat-3793	1	13	8	8	NUM
easat-3793	1	14	,	,	PUNCT
easat-3793	1	15	no	no	INTJ
easat-3793	1	16	.	.	NOUN
easat-3793	1	17	6	6	NUM
easat-3793	1	18	,	,	PUNCT
easat-3793	1	19	8308	8308	NUM
easat-3793	1	20	-	-	SYM
easat-3793	1	21	8321	8321	NUM
easat-3793	1	22	2024	2024	NUM
easat-3793	1	23	publisher	publisher	NOUN
easat-3793	1	24	:	:	PUNCT
easat-3793	1	25	learning	learn	VERB
easat-3793	1	26	gate	gate	NOUN
easat-3793	1	27	doi	doi	PROPN
easat-3793	1	28	:	:	PUNCT
easat-3793	1	29	10.55214/25768484.v8i6.3793	10.55214/25768484.v8i6.3793	NUM
easat-3793	1	30	©	©	PROPN
easat-3793	1	31	2024	2024	NUM
easat-3793	1	32	by	by	ADP
easat-3793	1	33	the	the	DET
easat-3793	1	34	authors	author	NOUN
easat-3793	1	35	;	;	PUNCT
easat-3793	1	36	licensee	licensee	PROPN
easat-3793	1	37	learning	learning	NOUN
easat-3793	1	38	gate	gate	NOUN
easat-3793	1	39	©	©	PROPN
easat-3793	1	40	2024	2024	NUM
easat-3793	1	41	by	by	ADP
easat-3793	1	42	the	the	DET
easat-3793	1	43	authors	author	NOUN
easat-3793	1	44	;	;	PUNCT
easat-3793	1	45	licensee	licensee	PROPN
easat-3793	1	46	learning	learn	VERB
easat-3793	1	47	gate	gate	NOUN
easat-3793	1	48	*	*	PUNCT
easat-3793	1	49	correspondence	correspondence	NOUN
easat-3793	1	50	:	:	PUNCT
easat-3793	1	51	mdrhossain.student@wust.edu	mdrhossain.student@wust.edu	VERB
easat-3793	1	52	the	the	DET
easat-3793	1	53	role	role	NOUN
easat-3793	1	54	of	of	ADP
easat-3793	1	55	ai	ai	NOUN
easat-3793	1	56	and	and	CCONJ
easat-3793	1	57	data	datum	NOUN
easat-3793	1	58	integration	integration	NOUN
easat-3793	1	59	in	in	ADP
easat-3793	1	60	enhancing	enhance	VERB
easat-3793	1	61	data	datum	NOUN
easat-3793	1	62	protection	protection	NOUN
easat-3793	1	63	in	in	ADP
easat-3793	1	64	u.s	u.s	PROPN
easat-3793	1	65	.	.	PROPN
easat-3793	1	66	digital	digital	PROPN
easat-3793	1	67	public	public	ADJ
easat-3793	1	68	health	health	NOUN
easat-3793	1	69	an	an	DET
easat-3793	1	70	empirical	empirical	ADJ
easat-3793	1	71	study	study	NOUN
easat-3793	1	72	md	md	PROPN
easat-3793	1	73	russel	russel	PROPN
easat-3793	1	74	hossain1	hossain1	PROPN
easat-3793	1	75	*	*	PROPN
easat-3793	1	76	,	,	PUNCT
easat-3793	1	77	shohoni	shohoni	PROPN
easat-3793	1	78	mahabub2	mahabub2	PROPN
easat-3793	1	79	,	,	PUNCT
easat-3793	1	80	bimol	bimol	PROPN
easat-3793	1	81	chandra	chandra	PROPN
easat-3793	1	82	das3	das3	PROPN
easat-3793	1	83	1,2washington	1,2washington	PROPN
easat-3793	1	84	university	university	PROPN
easat-3793	1	85	of	of	ADP
easat-3793	1	86	science	science	NOUN
easat-3793	1	87	and	and	CCONJ
easat-3793	1	88	technology	technology	NOUN
easat-3793	1	89	,	,	PUNCT
easat-3793	1	90	master	master	NOUN
easat-3793	1	91	of	of	ADP
easat-3793	1	92	science	science	NOUN
easat-3793	1	93	in	in	ADP
easat-3793	1	94	information	information	NOUN
easat-3793	1	95	technology	technology	NOUN
easat-3793	1	96	,	,	PUNCT
easat-3793	1	97	usa	usa	PROPN
easat-3793	1	98	;	;	PUNCT
easat-3793	1	99	mdrhossain.student@wust.edu	mdrhossain.student@wust.edu	PROPN
easat-3793	1	100	(	(	PUNCT
easat-3793	1	101	m.h	m.h	PROPN
easat-3793	1	102	.	.	PROPN
easat-3793	1	103	)	)	PUNCT
easat-3793	2	1	smahabub.student@wust.edu	smahabub.student@wust.edu	PROPN
easat-3793	2	2	(	(	PUNCT
easat-3793	2	3	s.m	s.m	PROPN
easat-3793	2	4	.	.	PROPN
easat-3793	2	5	)	)	PUNCT
easat-3793	3	1	3trine	3trine	NUM
easat-3793	3	2	university	university	NOUN
easat-3793	3	3	,	,	PUNCT
easat-3793	3	4	master	master	NOUN
easat-3793	3	5	of	of	ADP
easat-3793	3	6	science	science	NOUN
easat-3793	3	7	in	in	ADP
easat-3793	3	8	business	business	NOUN
easat-3793	3	9	analytics	analytic	NOUN
easat-3793	3	10	,	,	PUNCT
easat-3793	3	11	usa	usa	PROPN
easat-3793	3	12	;	;	PUNCT
easat-3793	3	13	bdas23@my.trine.edu	bdas23@my.trine.edu	PROPN
easat-3793	3	14	(	(	PUNCT
easat-3793	3	15	b.c.d	b.c.d	NOUN
easat-3793	3	16	.	.	PUNCT
easat-3793	3	17	)	)	PUNCT
easat-3793	4	1	abstract	abstract	ADJ
easat-3793	4	2	:	:	PUNCT
easat-3793	4	3	fast	fast	ADJ
easat-3793	4	4	digitization	digitization	NOUN
easat-3793	4	5	of	of	ADP
easat-3793	4	6	public	public	ADJ
easat-3793	4	7	health	health	NOUN
easat-3793	4	8	services	service	NOUN
easat-3793	4	9	make	make	VERB
easat-3793	4	10	strong	strong	ADJ
easat-3793	4	11	data	datum	NOUN
easat-3793	4	12	protection	protection	NOUN
easat-3793	4	13	procedures	procedure	NOUN
easat-3793	4	14	necessary	necessary	ADJ
easat-3793	4	15	now	now	ADV
easat-3793	4	16	.	.	PUNCT
easat-3793	5	1	not	not	PART
easat-3793	5	2	only	only	ADV
easat-3793	5	3	has	have	AUX
easat-3793	5	4	the	the	DET
easat-3793	5	5	growing	grow	VERB
easat-3793	5	6	use	use	NOUN
easat-3793	5	7	of	of	ADP
easat-3793	5	8	digital	digital	ADJ
easat-3793	5	9	tools	tool	NOUN
easat-3793	5	10	,	,	PUNCT
easat-3793	5	11	like	like	ADP
easat-3793	5	12	electronic	electronic	ADJ
easat-3793	5	13	health	health	NOUN
easat-3793	5	14	records	record	NOUN
easat-3793	5	15	(	(	PUNCT
easat-3793	5	16	ehrs	ehrs	NUM
easat-3793	5	17	)	)	PUNCT
easat-3793	5	18	and	and	CCONJ
easat-3793	5	19	telemedicine	telemedicine	NOUN
easat-3793	5	20	platforms	platform	NOUN
easat-3793	5	21	created	create	VERB
easat-3793	5	22	an	an	DET
easat-3793	5	23	urgent	urgent	ADJ
easat-3793	5	24	need	need	NOUN
easat-3793	5	25	for	for	ADP
easat-3793	5	26	high	high	ADJ
easat-3793	5	27	tech	tech	NOUN
easat-3793	5	28	tools	tool	NOUN
easat-3793	5	29	to	to	PART
easat-3793	5	30	protect	protect	VERB
easat-3793	5	31	sensitive	sensitive	ADJ
easat-3793	5	32	health	health	NOUN
easat-3793	5	33	information	information	NOUN
easat-3793	5	34	but	but	CCONJ
easat-3793	5	35	even	even	ADV
easat-3793	5	36	conventional	conventional	ADJ
easat-3793	5	37	health	health	NOUN
easat-3793	5	38	record	record	NOUN
easat-3793	5	39	systems	system	NOUN
easat-3793	5	40	with	with	ADP
easat-3793	5	41	sensitive	sensitive	ADJ
easat-3793	5	42	health	health	NOUN
easat-3793	5	43	information	information	NOUN
easat-3793	5	44	tend	tend	VERB
easat-3793	5	45	to	to	PART
easat-3793	5	46	utilize	utilize	VERB
easat-3793	5	47	these	these	DET
easat-3793	5	48	tools	tool	NOUN
easat-3793	5	49	.	.	PUNCT
easat-3793	6	1	in	in	ADP
easat-3793	6	2	this	this	DET
easat-3793	6	3	investigation	investigation	NOUN
easat-3793	6	4	we	we	PRON
easat-3793	6	5	examine	examine	VERB
easat-3793	6	6	the	the	DET
easat-3793	6	7	effect	effect	NOUN
easat-3793	6	8	of	of	ADP
easat-3793	6	9	artificial	artificial	ADJ
easat-3793	6	10	intelligence	intelligence	NOUN
easat-3793	6	11	(	(	PUNCT
easat-3793	6	12	ai	ai	NOUN
easat-3793	6	13	)	)	PUNCT
easat-3793	6	14	and	and	CCONJ
easat-3793	6	15	data	datum	NOUN
easat-3793	6	16	integration	integration	NOUN
easat-3793	6	17	on	on	ADP
easat-3793	6	18	building	build	VERB
easat-3793	6	19	data	datum	NOUN
easat-3793	6	20	protections	protection	NOUN
easat-3793	6	21	frameworks	framework	NOUN
easat-3793	6	22	in	in	ADP
easat-3793	6	23	the	the	DET
easat-3793	6	24	us	us	PROPN
easat-3793	6	25	digital	digital	ADJ
easat-3793	6	26	public	public	ADJ
easat-3793	6	27	health	health	NOUN
easat-3793	6	28	system	system	NOUN
easat-3793	6	29	.	.	PUNCT
easat-3793	7	1	in	in	ADP
easat-3793	7	2	an	an	DET
easat-3793	7	3	empirical	empirical	ADJ
easat-3793	7	4	analysis	analysis	NOUN
easat-3793	7	5	we	we	PRON
easat-3793	7	6	identify	identify	VERB
easat-3793	7	7	the	the	DET
easat-3793	7	8	ways	way	NOUN
easat-3793	7	9	in	in	ADP
easat-3793	7	10	which	which	PRON
easat-3793	7	11	ai	ai	VERB
easat-3793	7	12	driven	drive	VERB
easat-3793	7	13	technologies	technology	NOUN
easat-3793	7	14	will	will	AUX
easat-3793	7	15	help	help	VERB
easat-3793	7	16	in	in	ADP
easat-3793	7	17	the	the	DET
easat-3793	7	18	process	process	NOUN
easat-3793	7	19	of	of	ADP
easat-3793	7	20	threat	threat	NOUN
easat-3793	7	21	detection	detection	NOUN
easat-3793	7	22	,	,	PUNCT
easat-3793	7	23	compliance	compliance	NOUN
easat-3793	7	24	monitoring	monitoring	NOUN
easat-3793	7	25	and	and	CCONJ
easat-3793	7	26	incident	incident	NOUN
easat-3793	7	27	response	response	NOUN
easat-3793	7	28	automation	automation	NOUN
easat-3793	7	29	.	.	PUNCT
easat-3793	8	1	further	far	ADV
easat-3793	8	2	,	,	PUNCT
easat-3793	8	3	the	the	DET
easat-3793	8	4	study	study	NOUN
easat-3793	8	5	of	of	ADP
easat-3793	8	6	the	the	DET
easat-3793	8	7	potential	potential	NOUN
easat-3793	8	8	for	for	ADP
easat-3793	8	9	data	data	NOUN
easat-3793	8	10	systems	system	NOUN
easat-3793	8	11	integration	integration	NOUN
easat-3793	8	12	to	to	PART
easat-3793	8	13	address	address	VERB
easat-3793	8	14	the	the	DET
easat-3793	8	15	security	security	NOUN
easat-3793	8	16	challenges	challenge	NOUN
easat-3793	8	17	stemming	stem	VERB
easat-3793	8	18	from	from	ADP
easat-3793	8	19	data	datum	NOUN
easat-3793	8	20	silos	silo	NOUN
easat-3793	8	21	and	and	CCONJ
easat-3793	8	22	fractured	fractured	ADJ
easat-3793	8	23	infrastructure	infrastructure	NOUN
easat-3793	8	24	is	be	AUX
easat-3793	8	25	addressed	address	VERB
easat-3793	8	26	.	.	PUNCT
easat-3793	9	1	case	case	NOUN
easat-3793	9	2	studies	study	NOUN
easat-3793	9	3	,	,	PUNCT
easat-3793	9	4	survey	survey	NOUN
easat-3793	9	5	data	datum	NOUN
easat-3793	9	6	from	from	ADP
easat-3793	9	7	healthcare	healthcare	NOUN
easat-3793	9	8	it	it	PRON
easat-3793	9	9	pros	pro	NOUN
easat-3793	9	10	,	,	PUNCT
easat-3793	9	11	and	and	CCONJ
easat-3793	9	12	public	public	ADJ
easat-3793	9	13	breach	breach	NOUN
easat-3793	9	14	reports	report	NOUN
easat-3793	9	15	were	be	AUX
easat-3793	9	16	analyzed	analyze	VERB
easat-3793	9	17	to	to	PART
easat-3793	9	18	reveal	reveal	VERB
easat-3793	9	19	significant	significant	ADJ
easat-3793	9	20	benefits	benefit	NOUN
easat-3793	9	21	,	,	PUNCT
easat-3793	9	22	challenges	challenge	NOUN
easat-3793	9	23	,	,	PUNCT
easat-3793	9	24	and	and	CCONJ
easat-3793	9	25	best	good	ADJ
easat-3793	9	26	practices	practice	NOUN
easat-3793	9	27	.	.	PUNCT
easat-3793	10	1	our	our	PRON
easat-3793	10	2	results	result	NOUN
easat-3793	10	3	provide	provide	VERB
easat-3793	10	4	practical	practical	ADJ
easat-3793	10	5	guidance	guidance	NOUN
easat-3793	10	6	to	to	ADP
easat-3793	10	7	decision	decision	NOUN
easat-3793	10	8	makers	maker	NOUN
easat-3793	10	9	,	,	PUNCT
easat-3793	10	10	healthcare	healthcare	NOUN
easat-3793	10	11	entities	entity	NOUN
easat-3793	10	12	and	and	CCONJ
easat-3793	10	13	technology	technology	NOUN
easat-3793	10	14	developers	developer	NOUN
easat-3793	10	15	in	in	ADP
easat-3793	10	16	building	build	VERB
easat-3793	10	17	a	a	DET
easat-3793	10	18	safe	safe	ADJ
easat-3793	10	19	,	,	PUNCT
easat-3793	10	20	robust	robust	ADJ
easat-3793	10	21	and	and	CCONJ
easat-3793	10	22	fair	fair	ADJ
easat-3793	10	23	digital	digital	ADJ
easat-3793	10	24	health	health	NOUN
easat-3793	10	25	environment	environment	NOUN
easat-3793	10	26	.	.	PUNCT
easat-3793	11	1	furthermore	furthermore	ADV
easat-3793	11	2	,	,	PUNCT
easat-3793	11	3	the	the	DET
easat-3793	11	4	document	document	NOUN
easat-3793	11	5	calls	call	VERB
easat-3793	11	6	for	for	ADP
easat-3793	11	7	closing	closing	NOUN
easat-3793	11	8	resource	resource	NOUN
easat-3793	11	9	gaps	gap	NOUN
easat-3793	11	10	for	for	ADP
easat-3793	11	11	smaller	small	ADJ
easat-3793	11	12	entities	entity	NOUN
easat-3793	11	13	and	and	CCONJ
easat-3793	11	14	fighting	fight	VERB
easat-3793	11	15	biases	bias	NOUN
easat-3793	11	16	in	in	ADP
easat-3793	11	17	ai	ai	PROPN
easat-3793	11	18	systems	system	NOUN
easat-3793	11	19	.	.	PUNCT
easat-3793	12	1	it	it	PRON
easat-3793	12	2	establishes	establish	VERB
easat-3793	12	3	the	the	DET
easat-3793	12	4	groundwork	groundwork	NOUN
easat-3793	12	5	for	for	ADP
easat-3793	12	6	future	future	ADJ
easat-3793	12	7	work	work	NOUN
easat-3793	12	8	to	to	PART
easat-3793	12	9	protect	protect	VERB
easat-3793	12	10	digital	digital	ADJ
easat-3793	12	11	public	public	ADJ
easat-3793	12	12	health	health	NOUN
easat-3793	12	13	information	information	NOUN
easat-3793	12	14	.	.	PUNCT
easat-3793	13	1	keywords	keyword	NOUN
easat-3793	13	2	:	:	PUNCT
easat-3793	13	3	cybersecurity	cybersecurity	NOUN
easat-3793	13	4	in	in	ADP
easat-3793	13	5	healthcare	healthcare	PROPN
easat-3793	13	6	,	,	PUNCT
easat-3793	13	7	data	datum	NOUN
easat-3793	13	8	integration	integration	NOUN
easat-3793	13	9	,	,	PUNCT
easat-3793	13	10	data	data	NOUN
easat-3793	13	11	protection	protection	NOUN
easat-3793	13	12	,	,	PUNCT
easat-3793	13	13	health	health	NOUN
easat-3793	13	14	data	datum	NOUN
easat-3793	13	15	management	management	NOUN
easat-3793	13	16	,	,	PUNCT
easat-3793	13	17	privacy	privacy	NOUN
easat-3793	13	18	-	-	PUNCT
easat-3793	13	19	preserving	preserve	VERB
easat-3793	13	20	ai	ai	NOUN
easat-3793	13	21	.	.	PROPN
easat-3793	13	22	1	1	X
easat-3793	13	23	.	.	X
easat-3793	13	24	introduction	introduction	NOUN
easat-3793	13	25	rapid	rapid	ADJ
easat-3793	13	26	digitalization	digitalization	NOUN
easat-3793	13	27	of	of	ADP
easat-3793	13	28	public	public	ADJ
easat-3793	13	29	health	health	NOUN
easat-3793	13	30	systems	system	NOUN
easat-3793	13	31	in	in	ADP
easat-3793	13	32	the	the	DET
easat-3793	13	33	united	united	PROPN
easat-3793	13	34	states	states	PROPN
easat-3793	13	35	has	have	AUX
easat-3793	13	36	revolutionized	revolutionize	VERB
easat-3793	13	37	healthcare	healthcare	NOUN
easat-3793	13	38	delivery	delivery	NOUN
easat-3793	13	39	,	,	PUNCT
easat-3793	13	40	disease	disease	NOUN
easat-3793	13	41	surveillance	surveillance	NOUN
easat-3793	13	42	,	,	PUNCT
easat-3793	13	43	population	population	NOUN
easat-3793	13	44	health	health	NOUN
easat-3793	13	45	management	management	NOUN
easat-3793	13	46	.	.	PUNCT
easat-3793	14	1	the	the	DET
easat-3793	14	2	recent	recent	ADJ
easat-3793	14	3	availability	availability	NOUN
easat-3793	14	4	of	of	ADP
easat-3793	14	5	big	big	ADJ
easat-3793	14	6	data	datum	NOUN
easat-3793	14	7	and	and	CCONJ
easat-3793	14	8	cloud	cloud	NOUN
easat-3793	14	9	-	-	PUNCT
easat-3793	14	10	based	base	VERB
easat-3793	14	11	platforms	platform	NOUN
easat-3793	14	12	have	have	AUX
easat-3793	14	13	made	make	VERB
easat-3793	14	14	the	the	DET
easat-3793	14	15	smooth	smooth	ADJ
easat-3793	14	16	collection	collection	NOUN
easat-3793	14	17	,	,	PUNCT
easat-3793	14	18	integration	integration	NOUN
easat-3793	14	19	,	,	PUNCT
easat-3793	14	20	and	and	CCONJ
easat-3793	14	21	analysis	analysis	NOUN
easat-3793	14	22	of	of	ADP
easat-3793	14	23	health	health	NOUN
easat-3793	14	24	data	datum	NOUN
easat-3793	14	25	across	across	ADP
easat-3793	14	26	institutions	institution	NOUN
easat-3793	14	27	and	and	CCONJ
easat-3793	14	28	jurisdictions	jurisdiction	NOUN
easat-3793	14	29	a	a	DET
easat-3793	14	30	reality	reality	NOUN
easat-3793	14	31	.	.	PUNCT
easat-3793	15	1	however	however	ADV
easat-3793	15	2	,	,	PUNCT
easat-3793	15	3	these	these	DET
easat-3793	15	4	digital	digital	ADJ
easat-3793	15	5	transformation	transformation	NOUN
easat-3793	15	6	fears	fear	NOUN
easat-3793	15	7	are	be	AUX
easat-3793	15	8	not	not	PART
easat-3793	15	9	related	relate	VERB
easat-3793	15	10	to	to	ADP
easat-3793	15	11	data	data	NOUN
easat-3793	15	12	security	security	NOUN
easat-3793	15	13	,	,	PUNCT
easat-3793	15	14	privacy	privacy	NOUN
easat-3793	15	15	violation	violation	NOUN
easat-3793	15	16	as	as	ADV
easat-3793	15	17	well	well	ADV
easat-3793	15	18	as	as	ADP
easat-3793	15	19	the	the	DET
easat-3793	15	20	compliance	compliance	NOUN
easat-3793	15	21	in	in	ADP
easat-3793	15	22	rules	rule	NOUN
easat-3793	15	23	particularly	particularly	ADV
easat-3793	15	24	the	the	DET
easat-3793	15	25	health	health	NOUN
easat-3793	15	26	insurance	insurance	NOUN
easat-3793	15	27	portability	portability	NOUN
easat-3793	15	28	and	and	CCONJ
easat-3793	15	29	accountability	accountability	NOUN
easat-3793	15	30	act	act	NOUN
easat-3793	15	31	(	(	PUNCT
easat-3793	15	32	hipaa	hipaa	PROPN
easat-3793	15	33	)	)	PUNCT
easat-3793	15	34	.	.	PUNCT
easat-3793	16	1	as	as	SCONJ
easat-3793	16	2	healthcare	healthcare	NOUN
easat-3793	16	3	systems	system	NOUN
easat-3793	16	4	begin	begin	VERB
easat-3793	16	5	to	to	PART
easat-3793	16	6	confront	confront	VERB
easat-3793	16	7	cyber	cyber	NOUN
easat-3793	16	8	threats	threat	NOUN
easat-3793	16	9	,	,	PUNCT
easat-3793	16	10	the	the	DET
easat-3793	16	11	risk	risk	NOUN
easat-3793	16	12	of	of	ADP
easat-3793	16	13	mishandling	mishandle	VERB
easat-3793	16	14	sensitive	sensitive	ADJ
easat-3793	16	15	patient	patient	ADJ
easat-3793	16	16	information	information	NOUN
easat-3793	16	17	and	and	CCONJ
easat-3793	16	18	ethical	ethical	ADJ
easat-3793	16	19	decisions	decision	NOUN
easat-3793	16	20	about	about	ADP
easat-3793	16	21	how	how	SCONJ
easat-3793	16	22	this	this	DET
easat-3793	16	23	information	information	NOUN
easat-3793	16	24	should	should	AUX
easat-3793	16	25	be	be	AUX
easat-3793	16	26	shared	share	VERB
easat-3793	16	27	and	and	CCONJ
easat-3793	16	28	protected	protect	VERB
easat-3793	16	29	,	,	PUNCT
easat-3793	16	30	these	these	DET
easat-3793	16	31	concerns	concern	NOUN
easat-3793	16	32	only	only	ADV
easat-3793	16	33	magnify	magnify	VERB
easat-3793	16	34	.	.	PUNCT
easat-3793	17	1	with	with	ADP
easat-3793	17	2	artificial	artificial	ADJ
easat-3793	17	3	intelligence	intelligence	NOUN
easat-3793	17	4	(	(	PUNCT
easat-3793	17	5	ai	ai	NOUN
easat-3793	17	6	)	)	PUNCT
easat-3793	17	7	on	on	ADP
easat-3793	17	8	their	their	PRON
easat-3793	17	9	hands	hand	NOUN
easat-3793	17	10	,	,	PUNCT
easat-3793	17	11	these	these	DET
easat-3793	17	12	challenges	challenge	NOUN
easat-3793	17	13	can	can	AUX
easat-3793	17	14	be	be	AUX
easat-3793	17	15	solved	solve	VERB
easat-3793	17	16	using	use	VERB
easat-3793	17	17	sophisticated	sophisticated	ADJ
easat-3793	17	18	data	datum	NOUN
easat-3793	17	19	protection	protection	NOUN
easat-3793	17	20	and	and	CCONJ
easat-3793	17	21	privacy	privacy	NOUN
easat-3793	17	22	preserving	preserve	VERB
easat-3793	17	23	artificial	artificial	ADJ
easat-3793	17	24	intelligence	intelligence	NOUN
easat-3793	17	25	solutions	solution	NOUN
easat-3793	17	26	that	that	PRON
easat-3793	17	27	allow	allow	VERB
easat-3793	17	28	for	for	ADP
easat-3793	17	29	rapid	rapid	ADJ
easat-3793	17	30	and	and	CCONJ
easat-3793	17	31	efficient	efficient	ADJ
easat-3793	17	32	data	datum	NOUN
easat-3793	17	33	integration	integration	NOUN
easat-3793	18	1	[	[	X
easat-3793	18	2	1	1	NUM
easat-3793	18	3	]	]	PUNCT
easat-3793	18	4	.	.	PUNCT
easat-3793	19	1	public	public	ADJ
easat-3793	19	2	health	health	NOUN
easat-3793	19	3	informaticians	informatician	NOUN
easat-3793	19	4	are	be	AUX
easat-3793	19	5	incorporating	incorporate	VERB
easat-3793	19	6	increasingly	increasingly	ADV
easat-3793	19	7	techniques	technique	NOUN
easat-3793	19	8	powered	power	VERB
easat-3793	19	9	by	by	ADP
easat-3793	19	10	artificial	artificial	ADJ
easat-3793	19	11	intelligence	intelligence	NOUN
easat-3793	19	12	,	,	PUNCT
easat-3793	19	13	like	like	ADP
easat-3793	19	14	machine	machine	NOUN
easat-3793	19	15	learning	learning	NOUN
easat-3793	19	16	,	,	PUNCT
easat-3793	19	17	privacy	privacy	NOUN
easat-3793	19	18	preserving	preserve	VERB
easat-3793	19	19	algorithms	algorithm	NOUN
easat-3793	19	20	and	and	CCONJ
easat-3793	19	21	automated	automate	VERB
easat-3793	19	22	anomaly	anomaly	NOUN
easat-3793	19	23	detection	detection	NOUN
easat-3793	19	24	,	,	PUNCT
easat-3793	19	25	to	to	PART
easat-3793	19	26	maintain	maintain	VERB
easat-3793	19	27	integrity	integrity	NOUN
easat-3793	19	28	and	and	CCONJ
easat-3793	19	29	confidentiality	confidentiality	NOUN
easat-3793	19	30	along	along	ADP
easat-3793	19	31	with	with	ADP
easat-3793	19	32	availability	availability	NOUN
easat-3793	19	33	of	of	ADP
easat-3793	19	34	data	datum	NOUN
easat-3793	19	35	.	.	PUNCT
easat-3793	20	1	simultaneously	simultaneously	ADV
easat-3793	20	2	,	,	PUNCT
easat-3793	20	3	data	datum	NOUN
easat-3793	20	4	from	from	ADP
easat-3793	20	5	a	a	DET
easat-3793	20	6	range	range	NOUN
easat-3793	20	7	of	of	ADP
easat-3793	20	8	health	health	NOUN
easat-3793	20	9	data	datum	NOUN
easat-3793	20	10	sources	source	NOUN
easat-3793	20	11	—	—	PUNCT
easat-3793	20	12	from	from	ADP
easat-3793	20	13	electronic	electronic	ADJ
easat-3793	20	14	health	health	NOUN
easat-3793	20	15	records	record	NOUN
easat-3793	20	16	(	(	PUNCT
easat-3793	20	17	ehrs	ehrs	INTJ
easat-3793	20	18	)	)	PUNCT
easat-3793	20	19	to	to	ADP
easat-3793	20	20	real	real	ADJ
easat-3793	20	21	time	time	NOUN
easat-3793	20	22	epidemiological	epidemiological	ADJ
easat-3793	20	23	data	datum	NOUN
easat-3793	20	24	—	—	PUNCT
easat-3793	20	25	have	have	AUX
easat-3793	20	26	been	be	AUX
easat-3793	20	27	increasingly	increasingly	ADV
easat-3793	20	28	integrated	integrate	VERB
easat-3793	20	29	to	to	PART
easat-3793	20	30	create	create	VERB
easat-3793	20	31	both	both	DET
easat-3793	20	32	opportunity	opportunity	NOUN
easat-3793	20	33	and	and	CCONJ
easat-3793	20	34	peril	peril	NOUN
easat-3793	20	35	in	in	ADP
easat-3793	20	36	the	the	DET
easat-3793	20	37	u.s	u.s	PROPN
easat-3793	20	38	.	.	PROPN
easat-3793	20	39	digital	digital	PROPN
easat-3793	20	40	public	public	ADJ
easat-3793	20	41	health	health	NOUN
easat-3793	20	42	landscape	landscape	NOUN
easat-3793	21	1	[	[	X
easat-3793	21	2	2	2	NUM
easat-3793	21	3	]	]	PUNCT
easat-3793	21	4	.	.	PUNCT
easat-3793	22	1	ai	ai	VERB
easat-3793	22	2	systems	system	NOUN
easat-3793	22	3	that	that	PRON
easat-3793	22	4	supplement	supplement	VERB
easat-3793	22	5	strategic	strategic	ADJ
easat-3793	22	6	integration	integration	NOUN
easat-3793	22	7	with	with	ADP
easat-3793	22	8	health	health	NOUN
easat-3793	22	9	data	datum	NOUN
easat-3793	22	10	can	can	AUX
easat-3793	22	11	significantly	significantly	ADV
easat-3793	22	12	improve	improve	VERB
easat-3793	22	13	data	datum	NOUN
easat-3793	22	14	governance	governance	NOUN
easat-3793	22	15	,	,	PUNCT
easat-3793	22	16	organize	organize	VERB
easat-3793	22	17	decision	decision	NOUN
easat-3793	22	18	making	making	NOUN
easat-3793	22	19	,	,	PUNCT
easat-3793	22	20	and	and	CCONJ
easat-3793	22	21	increase	increase	VERB
easat-3793	22	22	the	the	DET
easat-3793	22	23	public	public	NOUN
easat-3793	22	24	's	's	PART
easat-3793	22	25	trust	trust	NOUN
easat-3793	22	26	in	in	ADP
easat-3793	22	27	health	health	NOUN
easat-3793	22	28	technologies	technology	NOUN
easat-3793	22	29	.	.	PUNCT
easat-3793	23	1	even	even	ADV
easat-3793	23	2	though	though	SCONJ
easat-3793	23	3	ai	ai	VERB
easat-3793	23	4	and	and	CCONJ
easat-3793	23	5	data	datum	NOUN
easat-3793	23	6	integration	integration	NOUN
easat-3793	23	7	have	have	VERB
easat-3793	23	8	enormous	enormous	ADJ
easat-3793	23	9	promise	promise	NOUN
easat-3793	23	10	,	,	PUNCT
easat-3793	23	11	there	there	PRON
easat-3793	23	12	is	be	VERB
easat-3793	23	13	little	little	ADJ
easat-3793	23	14	empirical	empirical	ADJ
easat-3793	23	15	evidence	evidence	NOUN
easat-3793	23	16	on	on	ADP
easat-3793	23	17	8309	8309	NUM
easat-3793	23	18	edelweiss	edelweiss	PROPN
easat-3793	23	19	applied	apply	VERB
easat-3793	23	20	science	science	NOUN
easat-3793	23	21	and	and	CCONJ
easat-3793	23	22	technology	technology	NOUN
easat-3793	23	23	issn	issn	PROPN
easat-3793	23	24	:	:	PUNCT
easat-3793	23	25	2576	2576	NUM
easat-3793	23	26	-	-	SYM
easat-3793	23	27	8484	8484	NUM
easat-3793	23	28	vol	vol	NOUN
easat-3793	23	29	.	.	PROPN
easat-3793	23	30	8	8	NUM
easat-3793	23	31	,	,	PUNCT
easat-3793	23	32	no	no	INTJ
easat-3793	23	33	.	.	NOUN
easat-3793	23	34	6	6	NUM
easat-3793	23	35	:	:	SYM
easat-3793	23	36	8308	8308	NUM
easat-3793	23	37	-	-	SYM
easat-3793	23	38	8321	8321	NUM
easat-3793	23	39	,	,	PUNCT
easat-3793	23	40	2024	2024	NUM
easat-3793	23	41	doi	doi	NOUN
easat-3793	23	42	:	:	PUNCT
easat-3793	23	43	10.55214/25768484.v8i6.3793	10.55214/25768484.v8i6.3793	NUM
easat-3793	23	44	©	©	PROPN
easat-3793	23	45	2024	2024	NUM
easat-3793	23	46	by	by	ADP
easat-3793	23	47	the	the	DET
easat-3793	23	48	authors	author	NOUN
easat-3793	23	49	;	;	PUNCT
easat-3793	23	50	licensee	licensee	PROPN
easat-3793	23	51	learning	learning	NOUN
easat-3793	23	52	gate	gate	VERB
easat-3793	23	53	their	their	PRON
easat-3793	23	54	practical	practical	ADJ
easat-3793	23	55	efficacy	efficacy	NOUN
easat-3793	23	56	in	in	ADP
easat-3793	23	57	improving	improve	VERB
easat-3793	23	58	data	datum	NOUN
easat-3793	23	59	protection	protection	NOUN
easat-3793	23	60	when	when	SCONJ
easat-3793	23	61	deployed	deploy	VERB
easat-3793	23	62	in	in	ADP
easat-3793	23	63	u.s	u.s	PROPN
easat-3793	23	64	.	.	PROPN
easat-3793	23	65	digital	digital	ADJ
easat-3793	23	66	public	public	ADJ
easat-3793	23	67	health	health	NOUN
easat-3793	23	68	systems	system	NOUN
easat-3793	23	69	.	.	PUNCT
easat-3793	24	1	policymakers	policymaker	NOUN
easat-3793	24	2	,	,	PUNCT
easat-3793	24	3	healthcare	healthcare	PROPN
easat-3793	24	4	administrators	administrator	NOUN
easat-3793	24	5	and	and	CCONJ
easat-3793	24	6	technologists	technologist	NOUN
easat-3793	24	7	are	be	AUX
easat-3793	24	8	searching	search	VERB
easat-3793	24	9	for	for	ADP
easat-3793	24	10	evidence	evidence	NOUN
easat-3793	24	11	-	-	PUNCT
easat-3793	24	12	based	base	VERB
easat-3793	24	13	frameworks	framework	NOUN
easat-3793	24	14	to	to	PART
easat-3793	24	15	guide	guide	VERB
easat-3793	24	16	the	the	DET
easat-3793	24	17	ethical	ethical	ADJ
easat-3793	24	18	and	and	CCONJ
easat-3793	24	19	secure	secure	ADJ
easat-3793	24	20	use	use	NOUN
easat-3793	24	21	of	of	ADP
easat-3793	24	22	ai	ai	PRON
easat-3793	24	23	powered	powered	ADJ
easat-3793	24	24	systems	system	NOUN
easat-3793	24	25	;	;	PUNCT
easat-3793	24	26	addressing	address	VERB
easat-3793	24	27	this	this	DET
easat-3793	24	28	research	research	NOUN
easat-3793	24	29	gap	gap	NOUN
easat-3793	24	30	is	be	AUX
easat-3793	24	31	critical	critical	ADJ
easat-3793	24	32	.	.	PUNCT
easat-3793	25	1	finally	finally	ADV
easat-3793	25	2	,	,	PUNCT
easat-3793	25	3	understanding	understand	VERB
easat-3793	25	4	what	what	PRON
easat-3793	25	5	regulates	regulate	VERB
easat-3793	25	6	which	which	DET
easat-3793	25	7	sorts	sort	NOUN
easat-3793	25	8	of	of	ADP
easat-3793	25	9	ai	ai	ADJ
easat-3793	25	10	capabilities	capability	NOUN
easat-3793	25	11	and	and	CCONJ
easat-3793	25	12	how	how	SCONJ
easat-3793	25	13	they	they	PRON
easat-3793	25	14	interact	interact	VERB
easat-3793	25	15	with	with	ADP
easat-3793	25	16	existing	exist	VERB
easat-3793	25	17	legal	legal	ADJ
easat-3793	25	18	structure	structure	NOUN
easat-3793	25	19	can	can	AUX
easat-3793	25	20	dictate	dictate	VERB
easat-3793	25	21	strategies	strategy	NOUN
easat-3793	25	22	to	to	PART
easat-3793	25	23	find	find	VERB
easat-3793	25	24	a	a	DET
easat-3793	25	25	healthy	healthy	ADJ
easat-3793	25	26	harmony	harmony	NOUN
easat-3793	25	27	between	between	ADP
easat-3793	25	28	innovation	innovation	NOUN
easat-3793	25	29	,	,	PUNCT
easat-3793	25	30	data	datum	NOUN
easat-3793	25	31	usage	usage	NOUN
easat-3793	25	32	,	,	PUNCT
easat-3793	25	33	and	and	CCONJ
easat-3793	25	34	protection	protection	NOUN
easat-3793	25	35	of	of	ADP
easat-3793	25	36	privacy	privacy	NOUN
easat-3793	25	37	[	[	X
easat-3793	25	38	3	3	NUM
easat-3793	25	39	]	]	PUNCT
easat-3793	25	40	.	.	PUNCT
easat-3793	26	1	in	in	ADP
easat-3793	26	2	this	this	DET
easat-3793	26	3	paper	paper	NOUN
easat-3793	26	4	,	,	PUNCT
easat-3793	26	5	an	an	DET
easat-3793	26	6	empirical	empirical	ADJ
easat-3793	26	7	study	study	NOUN
easat-3793	26	8	is	be	AUX
easat-3793	26	9	presented	present	VERB
easat-3793	26	10	that	that	SCONJ
easat-3793	26	11	explores	explore	VERB
easat-3793	26	12	the	the	DET
easat-3793	26	13	use	use	NOUN
easat-3793	26	14	of	of	ADP
easat-3793	26	15	data	datum	NOUN
easat-3793	26	16	integration	integration	NOUN
easat-3793	26	17	and	and	CCONJ
easat-3793	26	18	ai	ai	VERB
easat-3793	26	19	to	to	PART
easat-3793	26	20	protect	protect	VERB
easat-3793	26	21	the	the	DET
easat-3793	26	22	data	datum	NOUN
easat-3793	26	23	in	in	ADP
easat-3793	26	24	u.s	u.s	PROPN
easat-3793	26	25	.	.	PROPN
easat-3793	26	26	digital	digital	ADJ
easat-3793	26	27	public	public	ADJ
easat-3793	26	28	health	health	NOUN
easat-3793	26	29	system	system	NOUN
easat-3793	26	30	.	.	PUNCT
easat-3793	27	1	it	it	PRON
easat-3793	27	2	looks	look	VERB
easat-3793	27	3	at	at	ADP
easat-3793	27	4	how	how	SCONJ
easat-3793	27	5	different	different	ADJ
easat-3793	27	6	types	type	NOUN
easat-3793	27	7	of	of	ADP
easat-3793	27	8	healthcare	healthcare	NOUN
easat-3793	27	9	data	datum	NOUN
easat-3793	27	10	are	be	AUX
easat-3793	27	11	incorporated	incorporate	VERB
easat-3793	27	12	and	and	CCONJ
easat-3793	27	13	how	how	SCONJ
easat-3793	27	14	integration	integration	NOUN
easat-3793	27	15	is	be	AUX
easat-3793	27	16	handled	handle	VERB
easat-3793	27	17	using	use	VERB
easat-3793	27	18	ai	ai	VERB
easat-3793	27	19	driven	drive	VERB
easat-3793	27	20	tools	tool	NOUN
easat-3793	27	21	,	,	PUNCT
easat-3793	27	22	the	the	DET
easat-3793	27	23	challenges	challenge	NOUN
easat-3793	27	24	to	to	PART
easat-3793	27	25	regulate	regulate	VERB
easat-3793	27	26	these	these	DET
easat-3793	27	27	tools	tool	NOUN
easat-3793	27	28	and	and	CCONJ
easat-3793	27	29	what	what	PRON
easat-3793	27	30	it	it	PRON
easat-3793	27	31	means	mean	VERB
easat-3793	27	32	for	for	ADP
easat-3793	27	33	healthcare	healthcare	NOUN
easat-3793	27	34	outcomes	outcome	NOUN
easat-3793	27	35	.	.	PUNCT
easat-3793	28	1	this	this	DET
easat-3793	28	2	study	study	NOUN
easat-3793	28	3	adds	add	VERB
easat-3793	28	4	to	to	ADP
easat-3793	28	5	the	the	DET
easat-3793	28	6	broader	broad	ADJ
easat-3793	28	7	digital	digital	ADJ
easat-3793	28	8	transformation	transformation	NOUN
easat-3793	28	9	,	,	PUNCT
easat-3793	28	10	data	datum	NOUN
easat-3793	28	11	security	security	NOUN
easat-3793	28	12	and	and	CCONJ
easat-3793	28	13	public	public	ADJ
easat-3793	28	14	health	health	NOUN
easat-3793	28	15	policy	policy	NOUN
easat-3793	28	16	discourse	discourse	NOUN
easat-3793	28	17	on	on	ADP
easat-3793	28	18	an	an	DET
easat-3793	28	19	evidence	evidence	NOUN
easat-3793	28	20	-	-	PUNCT
easat-3793	28	21	based	base	VERB
easat-3793	28	22	basis	basis	NOUN
easat-3793	28	23	by	by	ADP
easat-3793	28	24	analyzing	analyze	VERB
easat-3793	28	25	current	current	ADJ
easat-3793	28	26	practice	practice	NOUN
easat-3793	28	27	and	and	CCONJ
easat-3793	28	28	outcomes	outcome	NOUN
easat-3793	28	29	as	as	ADV
easat-3793	28	30	rigorously	rigorously	ADV
easat-3793	28	31	as	as	ADP
easat-3793	28	32	possible	possible	ADJ
easat-3793	28	33	.	.	PUNCT
easat-3793	29	1	beyond	beyond	ADP
easat-3793	29	2	security	security	NOUN
easat-3793	29	3	,	,	PUNCT
easat-3793	29	4	data	datum	NOUN
easat-3793	29	5	integration	integration	NOUN
easat-3793	29	6	is	be	AUX
easat-3793	29	7	essential	essential	ADJ
easat-3793	29	8	to	to	ADP
easat-3793	29	9	us	we	PRON
easat-3793	29	10	digital	digital	ADJ
easat-3793	29	11	public	public	ADJ
easat-3793	29	12	health	health	NOUN
easat-3793	29	13	.	.	PUNCT
easat-3793	30	1	to	to	PART
easat-3793	30	2	fulfill	fulfill	VERB
easat-3793	30	3	the	the	DET
easat-3793	30	4	needs	need	NOUN
easat-3793	30	5	of	of	ADP
easat-3793	30	6	the	the	DET
easat-3793	30	7	modern	modern	ADJ
easat-3793	30	8	public	public	ADJ
easat-3793	30	9	health	health	NOUN
easat-3793	30	10	programs	program	NOUN
easat-3793	30	11	,	,	PUNCT
easat-3793	30	12	healthcare	healthcare	NOUN
easat-3793	30	13	institutions	institution	NOUN
easat-3793	30	14	,	,	PUNCT
easat-3793	30	15	laboratories	laboratory	NOUN
easat-3793	30	16	,	,	PUNCT
easat-3793	30	17	insurers	insurer	NOUN
easat-3793	30	18	and	and	CCONJ
easat-3793	30	19	government	government	NOUN
easat-3793	30	20	organizations	organization	NOUN
easat-3793	30	21	must	must	AUX
easat-3793	30	22	supply	supply	VERB
easat-3793	30	23	different	different	ADJ
easat-3793	30	24	and	and	CCONJ
easat-3793	30	25	fragmented	fragmented	ADJ
easat-3793	30	26	datasets	dataset	NOUN
easat-3793	30	27	.	.	PUNCT
easat-3793	31	1	despite	despite	SCONJ
easat-3793	31	2	this	this	PRON
easat-3793	31	3	,	,	PUNCT
easat-3793	31	4	data	datum	NOUN
easat-3793	31	5	exchange	exchange	NOUN
easat-3793	31	6	and	and	CCONJ
easat-3793	31	7	analysis	analysis	NOUN
easat-3793	31	8	are	be	AUX
easat-3793	31	9	hampered	hamper	VERB
easat-3793	31	10	by	by	ADP
easat-3793	31	11	the	the	DET
easat-3793	31	12	fact	fact	NOUN
easat-3793	31	13	that	that	SCONJ
easat-3793	31	14	data	datum	NOUN
easat-3793	31	15	formats	format	NOUN
easat-3793	31	16	are	be	AUX
easat-3793	31	17	heterogeneous	heterogeneous	ADJ
easat-3793	31	18	,	,	PUNCT
easat-3793	31	19	data	datum	NOUN
easat-3793	31	20	governance	governance	NOUN
easat-3793	31	21	principles	principle	NOUN
easat-3793	31	22	are	be	AUX
easat-3793	31	23	uneven	uneven	ADJ
easat-3793	31	24	,	,	PUNCT
easat-3793	31	25	and	and	CCONJ
easat-3793	31	26	interoperability	interoperability	NOUN
easat-3793	31	27	is	be	AUX
easat-3793	31	28	lacking	lack	VERB
easat-3793	31	29	[	[	X
easat-3793	31	30	4	4	NUM
easat-3793	31	31	]	]	PUNCT
easat-3793	31	32	.	.	PUNCT
easat-3793	32	1	however	however	ADV
easat-3793	32	2	,	,	PUNCT
easat-3793	32	3	sufficient	sufficient	ADJ
easat-3793	32	4	empirical	empirical	ADJ
easat-3793	32	5	proof	proof	NOUN
easat-3793	32	6	exists	exist	VERB
easat-3793	32	7	that	that	SCONJ
easat-3793	32	8	ai	ai	VERB
easat-3793	32	9	and	and	CCONJ
easat-3793	32	10	data	datum	NOUN
easat-3793	32	11	integration	integration	NOUN
easat-3793	32	12	have	have	VERB
easat-3793	32	13	the	the	DET
easat-3793	32	14	potential	potential	NOUN
easat-3793	32	15	to	to	PART
easat-3793	32	16	make	make	VERB
easat-3793	32	17	digital	digital	ADJ
easat-3793	32	18	public	public	ADJ
easat-3793	32	19	health	health	NOUN
easat-3793	32	20	systems	system	NOUN
easat-3793	32	21	more	more	ADV
easat-3793	32	22	secure	secure	ADJ
easat-3793	32	23	in	in	ADP
easat-3793	32	24	the	the	DET
easat-3793	32	25	u.s	u.s	PROPN
easat-3793	32	26	.	.	PROPN
easat-3793	32	27	the	the	DET
easat-3793	32	28	interaction	interaction	NOUN
easat-3793	32	29	between	between	ADP
easat-3793	32	30	ai	ai	PROPN
easat-3793	32	31	technologies	technology	NOUN
easat-3793	32	32	and	and	CCONJ
easat-3793	32	33	the	the	DET
easat-3793	32	34	data	datum	NOUN
easat-3793	32	35	security	security	NOUN
easat-3793	32	36	frameworks	framework	NOUN
easat-3793	32	37	through	through	ADP
easat-3793	32	38	which	which	PRON
easat-3793	32	39	data	datum	NOUN
easat-3793	32	40	is	be	AUX
easat-3793	32	41	safeguarded	safeguard	VERB
easat-3793	32	42	in	in	ADP
easat-3793	32	43	integrated	integrate	VERB
easat-3793	32	44	digital	digital	ADJ
easat-3793	32	45	infrastructures	infrastructure	NOUN
easat-3793	32	46	is	be	AUX
easat-3793	32	47	previously	previously	ADV
easat-3793	32	48	unknown	unknown	ADJ
easat-3793	32	49	,	,	PUNCT
easat-3793	32	50	as	as	SCONJ
easat-3793	32	51	are	be	AUX
easat-3793	32	52	the	the	DET
easat-3793	32	53	practical	practical	ADJ
easat-3793	32	54	benefits	benefit	NOUN
easat-3793	32	55	and	and	CCONJ
easat-3793	32	56	potential	potential	ADJ
easat-3793	32	57	vulnerabilities	vulnerability	NOUN
easat-3793	32	58	in	in	ADP
easat-3793	32	59	leveraging	leverage	VERB
easat-3793	32	60	ai	ai	VERB
easat-3793	32	61	in	in	ADP
easat-3793	32	62	assuring	assure	VERB
easat-3793	32	63	data	datum	NOUN
easat-3793	32	64	integrity	integrity	NOUN
easat-3793	32	65	and	and	CCONJ
easat-3793	32	66	security	security	NOUN
easat-3793	32	67	as	as	SCONJ
easat-3793	32	68	these	these	DET
easat-3793	32	69	digital	digital	ADJ
easat-3793	32	70	infrastructures	infrastructure	NOUN
easat-3793	32	71	continue	continue	VERB
easat-3793	32	72	to	to	PART
easat-3793	32	73	grow	grow	VERB
easat-3793	32	74	.	.	PUNCT
easat-3793	33	1	to	to	PART
easat-3793	33	2	fill	fill	VERB
easat-3793	33	3	this	this	DET
easat-3793	33	4	critical	critical	ADJ
easat-3793	33	5	gap	gap	NOUN
easat-3793	33	6	,	,	PUNCT
easat-3793	33	7	this	this	DET
easat-3793	33	8	study	study	NOUN
easat-3793	33	9	offers	offer	VERB
easat-3793	33	10	an	an	DET
easat-3793	33	11	empirical	empirical	ADJ
easat-3793	33	12	examination	examination	NOUN
easat-3793	33	13	of	of	ADP
easat-3793	33	14	how	how	SCONJ
easat-3793	33	15	ai	ai	VERB
easat-3793	33	16	and	and	CCONJ
easat-3793	33	17	data	datum	NOUN
easat-3793	33	18	integration	integration	NOUN
easat-3793	33	19	can	can	AUX
easat-3793	33	20	usefully	usefully	ADV
easat-3793	33	21	augment	augment	VERB
easat-3793	33	22	data	datum	NOUN
easat-3793	33	23	protection	protection	NOUN
easat-3793	33	24	in	in	ADP
easat-3793	33	25	the	the	DET
easat-3793	33	26	context	context	NOUN
easat-3793	33	27	of	of	ADP
easat-3793	33	28	u.s	u.s	PROPN
easat-3793	33	29	.	.	PROPN
easat-3793	33	30	digital	digital	ADJ
easat-3793	33	31	public	public	ADJ
easat-3793	33	32	health	health	NOUN
easat-3793	33	33	infrastructures	infrastructure	NOUN
easat-3793	33	34	.	.	PUNCT
easat-3793	34	1	specifically	specifically	ADV
easat-3793	34	2	,	,	PUNCT
easat-3793	34	3	this	this	DET
easat-3793	34	4	research	research	NOUN
easat-3793	34	5	examines	examine	VERB
easat-3793	34	6	:	:	PUNCT
easat-3793	34	7	1	1	X
easat-3793	34	8	.	.	X
easat-3793	34	9	ai	ai	VERB
easat-3793	34	10	tools	tool	NOUN
easat-3793	34	11	for	for	ADP
easat-3793	34	12	data	data	NOUN
easat-3793	34	13	protection	protection	NOUN
easat-3793	34	14	,	,	PUNCT
easat-3793	34	15	including	include	VERB
easat-3793	34	16	their	their	PRON
easat-3793	34	17	technical	technical	ADJ
easat-3793	34	18	capability	capability	NOUN
easat-3793	34	19	and	and	CCONJ
easat-3793	34	20	limitations	limitation	NOUN
easat-3793	34	21	in	in	ADP
easat-3793	34	22	real	real	ADJ
easat-3793	34	23	world	world	NOUN
easat-3793	34	24	settings	setting	NOUN
easat-3793	34	25	.	.	PUNCT
easat-3793	35	1	2	2	X
easat-3793	35	2	.	.	X
easat-3793	35	3	integrating	integrate	VERB
easat-3793	35	4	diverse	diverse	ADJ
easat-3793	35	5	public	public	ADJ
easat-3793	35	6	health	health	NOUN
easat-3793	35	7	data	datum	NOUN
easat-3793	35	8	while	while	SCONJ
easat-3793	35	9	protecting	protect	VERB
easat-3793	35	10	patient	patient	ADJ
easat-3793	35	11	privacy	privacy	NOUN
easat-3793	35	12	is	be	AUX
easat-3793	35	13	its	its	PRON
easat-3793	35	14	own	own	ADJ
easat-3793	35	15	set	set	NOUN
easat-3793	35	16	of	of	ADP
easat-3793	35	17	challenges	challenge	NOUN
easat-3793	35	18	and	and	CCONJ
easat-3793	35	19	opportunities	opportunity	NOUN
easat-3793	35	20	.	.	PUNCT
easat-3793	36	1	3	3	X
easat-3793	36	2	.	.	X
easat-3793	36	3	the	the	DET
easat-3793	36	4	interplay	interplay	NOUN
easat-3793	36	5	of	of	ADP
easat-3793	36	6	the	the	DET
easat-3793	36	7	result	result	NOUN
easat-3793	36	8	of	of	ADP
easat-3793	36	9	ai	ai	PRON
easat-3793	36	10	driven	drive	VERB
easat-3793	36	11	solutions	solution	NOUN
easat-3793	36	12	and	and	CCONJ
easat-3793	36	13	the	the	DET
easat-3793	36	14	already	already	ADV
easat-3793	36	15	existing	exist	VERB
easat-3793	36	16	regulatory	regulatory	ADJ
easat-3793	36	17	frameworks	framework	NOUN
easat-3793	36	18	to	to	PART
easat-3793	36	19	support	support	VERB
easat-3793	36	20	compliance	compliance	NOUN
easat-3793	36	21	and	and	CCONJ
easat-3793	36	22	ethical	ethical	ADJ
easat-3793	36	23	responsibility	responsibility	NOUN
easat-3793	36	24	.	.	PUNCT
easat-3793	37	1	4	4	X
easat-3793	37	2	.	.	X
easat-3793	37	3	public	public	ADJ
easat-3793	37	4	health	health	NOUN
easat-3793	37	5	system	system	NOUN
easat-3793	37	6	implementation	implementation	NOUN
easat-3793	37	7	of	of	ADP
easat-3793	37	8	these	these	DET
easat-3793	37	9	technologies	technology	NOUN
easat-3793	37	10	is	be	AUX
easat-3793	37	11	hampered	hamper	VERB
easat-3793	37	12	by	by	ADP
easat-3793	37	13	ethical	ethical	ADJ
easat-3793	37	14	issues	issue	NOUN
easat-3793	37	15	such	such	ADJ
easat-3793	37	16	as	as	ADP
easat-3793	37	17	ai	ai	PROPN
easat-3793	37	18	algorithm	algorithm	NOUN
easat-3793	37	19	bias	bias	NOUN
easat-3793	37	20	,	,	PUNCT
easat-3793	37	21	transparency	transparency	NOUN
easat-3793	37	22	,	,	PUNCT
easat-3793	37	23	and	and	CCONJ
easat-3793	37	24	utility	utility	NOUN
easat-3793	37	25	of	of	ADP
easat-3793	37	26	data	datum	NOUN
easat-3793	37	27	over	over	ADP
easat-3793	37	28	privacy	privacy	NOUN
easat-3793	37	29	.	.	PUNCT
easat-3793	38	1	based	base	VERB
easat-3793	38	2	on	on	ADP
easat-3793	38	3	empirical	empirical	ADJ
easat-3793	38	4	and	and	CCONJ
easat-3793	38	5	theoretical	theoretical	ADJ
easat-3793	38	6	results	result	NOUN
easat-3793	38	7	,	,	PUNCT
easat-3793	38	8	this	this	DET
easat-3793	38	9	article	article	NOUN
easat-3793	38	10	offers	offer	VERB
easat-3793	38	11	practical	practical	ADJ
easat-3793	38	12	suggestions	suggestion	NOUN
easat-3793	38	13	to	to	ADP
easat-3793	38	14	policymakers	policymaker	NOUN
easat-3793	38	15	,	,	PUNCT
easat-3793	38	16	public	public	ADJ
easat-3793	38	17	health	health	NOUN
easat-3793	38	18	officials	official	NOUN
easat-3793	38	19	and	and	CCONJ
easat-3793	38	20	technology	technology	NOUN
easat-3793	38	21	developers	developer	NOUN
easat-3793	38	22	.	.	PUNCT
easat-3793	39	1	the	the	DET
easat-3793	39	2	final	final	ADJ
easat-3793	39	3	aim	aim	NOUN
easat-3793	39	4	is	be	AUX
easat-3793	39	5	to	to	PART
easat-3793	39	6	demonstrate	demonstrate	VERB
easat-3793	39	7	how	how	SCONJ
easat-3793	39	8	ai	ai	VERB
easat-3793	39	9	and	and	CCONJ
easat-3793	39	10	data	datum	NOUN
easat-3793	39	11	integration	integration	NOUN
easat-3793	39	12	may	may	AUX
easat-3793	39	13	boost	boost	VERB
easat-3793	39	14	us	we	PRON
easat-3793	39	15	public	public	ADJ
easat-3793	39	16	health	health	NOUN
easat-3793	39	17	resilience	resilience	NOUN
easat-3793	39	18	through	through	ADP
easat-3793	39	19	safe	safe	ADJ
easat-3793	39	20	,	,	PUNCT
easat-3793	39	21	effective	effective	ADJ
easat-3793	39	22	and	and	CCONJ
easat-3793	39	23	ethical	ethical	ADJ
easat-3793	39	24	data	datum	NOUN
easat-3793	39	25	management	management	NOUN
easat-3793	39	26	.	.	PUNCT
easat-3793	40	1	given	give	VERB
easat-3793	40	2	that	that	DET
easat-3793	40	3	health	health	NOUN
easat-3793	40	4	care	care	NOUN
easat-3793	40	5	systems	system	NOUN
easat-3793	40	6	globally	globally	ADV
easat-3793	40	7	are	be	AUX
easat-3793	40	8	experiencing	experience	VERB
easat-3793	40	9	increasing	increase	VERB
easat-3793	40	10	data	datum	NOUN
easat-3793	40	11	demands	demand	NOUN
easat-3793	40	12	,	,	PUNCT
easat-3793	40	13	technological	technological	ADJ
easat-3793	40	14	advances	advance	NOUN
easat-3793	40	15	,	,	PUNCT
easat-3793	40	16	and	and	CCONJ
easat-3793	40	17	privacy	privacy	NOUN
easat-3793	40	18	issues	issue	NOUN
easat-3793	40	19	post	post	VERB
easat-3793	40	20	pandemic	pandemic	ADJ
easat-3793	40	21	,	,	PUNCT
easat-3793	40	22	this	this	DET
easat-3793	40	23	contribution	contribution	NOUN
easat-3793	40	24	is	be	AUX
easat-3793	40	25	important	important	ADJ
easat-3793	40	26	.	.	PUNCT
easat-3793	41	1	2	2	X
easat-3793	41	2	.	.	X
easat-3793	41	3	literature	literature	NOUN
easat-3793	41	4	review	review	VERB
easat-3793	41	5	the	the	DET
easat-3793	41	6	literature	literature	NOUN
easat-3793	41	7	which	which	PRON
easat-3793	41	8	is	be	AUX
easat-3793	41	9	now	now	ADV
easat-3793	41	10	in	in	ADP
easat-3793	41	11	publication	publication	NOUN
easat-3793	41	12	seeks	seek	VERB
easat-3793	41	13	to	to	PART
easat-3793	41	14	highlight	highlight	VERB
easat-3793	41	15	the	the	DET
easat-3793	41	16	revolutionary	revolutionary	ADJ
easat-3793	41	17	potential	potential	NOUN
easat-3793	41	18	of	of	ADP
easat-3793	41	19	ai	ai	NOUN
easat-3793	41	20	and	and	CCONJ
easat-3793	41	21	data	datum	NOUN
easat-3793	41	22	integration	integration	NOUN
easat-3793	41	23	to	to	PART
easat-3793	41	24	solve	solve	VERB
easat-3793	41	25	important	important	ADJ
easat-3793	41	26	issues	issue	NOUN
easat-3793	41	27	of	of	ADP
easat-3793	41	28	data	datum	NOUN
easat-3793	41	29	privacy	privacy	NOUN
easat-3793	41	30	in	in	ADP
easat-3793	41	31	public	public	ADJ
easat-3793	41	32	health	health	NOUN
easat-3793	41	33	systems	system	NOUN
easat-3793	41	34	.	.	PUNCT
easat-3793	42	1	despite	despite	SCONJ
easat-3793	42	2	all	all	DET
easat-3793	42	3	that	that	PRON
easat-3793	42	4	,	,	PUNCT
easat-3793	42	5	clear	clear	ADJ
easat-3793	42	6	and	and	CCONJ
easat-3793	42	7	significant	significant	ADJ
easat-3793	42	8	obstacles	obstacle	NOUN
easat-3793	42	9	like	like	ADP
easat-3793	42	10	interoperability	interoperability	NOUN
easat-3793	42	11	challenges	challenge	NOUN
easat-3793	42	12	,	,	PUNCT
easat-3793	42	13	ethical	ethical	ADJ
easat-3793	42	14	dilemmas	dilemma	NOUN
easat-3793	42	15	and	and	CCONJ
easat-3793	42	16	regulatory	regulatory	ADJ
easat-3793	42	17	complexities	complexity	NOUN
easat-3793	42	18	are	be	AUX
easat-3793	42	19	still	still	ADV
easat-3793	42	20	there	there	ADV
easat-3793	42	21	.	.	PUNCT
easat-3793	43	1	this	this	DET
easat-3793	43	2	study	study	NOUN
easat-3793	43	3	builds	build	VERB
easat-3793	43	4	theoretical	theoretical	ADJ
easat-3793	43	5	frameworks	framework	NOUN
easat-3793	43	6	,	,	PUNCT
easat-3793	43	7	and	and	CCONJ
easat-3793	43	8	addresses	address	VERB
easat-3793	43	9	the	the	DET
easat-3793	43	10	current	current	ADJ
easat-3793	43	11	empirical	empirical	ADJ
easat-3793	43	12	deficiencies	deficiency	NOUN
easat-3793	43	13	,	,	PUNCT
easat-3793	43	14	a	a	DET
easat-3793	43	15	thorough	thorough	ADJ
easat-3793	43	16	examination	examination	NOUN
easat-3793	43	17	of	of	ADP
easat-3793	43	18	how	how	SCONJ
easat-3793	43	19	ai	ai	VERB
easat-3793	43	20	and	and	CCONJ
easat-3793	43	21	data	datum	NOUN
easat-3793	43	22	integration	integration	NOUN
easat-3793	43	23	can	can	AUX
easat-3793	43	24	enhance	enhance	VERB
easat-3793	43	25	data	data	NOUN
easat-3793	43	26	protection	protection	NOUN
easat-3793	43	27	for	for	ADP
easat-3793	43	28	public	public	ADJ
easat-3793	43	29	health	health	NOUN
easat-3793	43	30	systems	system	NOUN
easat-3793	43	31	from	from	ADP
easat-3793	43	32	the	the	DET
easat-3793	43	33	us	we	PRON
easat-3793	44	1	[	[	X
easat-3793	44	2	5	5	NUM
easat-3793	44	3	]	]	PUNCT
easat-3793	44	4	.	.	PUNCT
easat-3793	45	1	2.1	2.1	NUM
easat-3793	45	2	.	.	PUNCT
easat-3793	45	3	digitalization	digitalization	NOUN
easat-3793	45	4	of	of	ADP
easat-3793	45	5	public	public	ADJ
easat-3793	45	6	health	health	NOUN
easat-3793	45	7	and	and	CCONJ
easat-3793	45	8	the	the	DET
easat-3793	45	9	rise	rise	NOUN
easat-3793	45	10	of	of	ADP
easat-3793	45	11	health	health	NOUN
easat-3793	45	12	data	datum	NOUN
easat-3793	45	13	public	public	ADJ
easat-3793	45	14	health	health	NOUN
easat-3793	45	15	has	have	AUX
easat-3793	45	16	undergone	undergo	VERB
easat-3793	45	17	a	a	DET
easat-3793	45	18	digital	digital	ADJ
easat-3793	45	19	transformation	transformation	NOUN
easat-3793	45	20	in	in	ADP
easat-3793	45	21	the	the	DET
easat-3793	45	22	collection	collection	NOUN
easat-3793	45	23	,	,	PUNCT
easat-3793	45	24	processing	processing	NOUN
easat-3793	45	25	and	and	CCONJ
easat-3793	45	26	use	use	NOUN
easat-3793	45	27	of	of	ADP
easat-3793	45	28	health	health	NOUN
easat-3793	45	29	data	datum	NOUN
easat-3793	45	30	on	on	ADP
easat-3793	45	31	a	a	DET
easat-3793	45	32	profound	profound	ADJ
easat-3793	45	33	scale	scale	NOUN
easat-3793	45	34	.	.	PUNCT
easat-3793	46	1	electronic	electronic	ADJ
easat-3793	46	2	health	health	NOUN
easat-3793	46	3	records	record	NOUN
easat-3793	46	4	,	,	PUNCT
easat-3793	46	5	telehealth	telehealth	ADJ
easat-3793	46	6	systems	system	NOUN
easat-3793	46	7	,	,	PUNCT
easat-3793	46	8	wearable	wearable	ADJ
easat-3793	46	9	health	health	NOUN
easat-3793	46	10	devices	device	NOUN
easat-3793	46	11	,	,	PUNCT
easat-3793	46	12	and	and	CCONJ
easat-3793	46	13	cloud	cloud	NOUN
easat-3793	46	14	based	base	VERB
easat-3793	46	15	public	public	ADJ
easat-3793	46	16	health	health	NOUN
easat-3793	46	17	databases	database	NOUN
easat-3793	46	18	,	,	PUNCT
easat-3793	46	19	have	have	AUX
easat-3793	46	20	become	become	VERB
easat-3793	46	21	portable	portable	ADJ
easat-3793	46	22	tools	tool	NOUN
easat-3793	46	23	that	that	PRON
easat-3793	46	24	can	can	AUX
easat-3793	46	25	be	be	AUX
easat-3793	46	26	used	use	VERB
easat-3793	46	27	to	to	PART
easat-3793	46	28	monitor	monitor	VERB
easat-3793	46	29	diseases	disease	NOUN
easat-3793	46	30	,	,	PUNCT
easat-3793	46	31	develop	develop	VERB
easat-3793	46	32	prevention	prevention	NOUN
easat-3793	46	33	strategies	strategy	NOUN
easat-3793	46	34	and	and	CCONJ
easat-3793	46	35	improve	improve	VERB
easat-3793	46	36	patient	patient	ADJ
easat-3793	46	37	care	care	NOUN
easat-3793	46	38	.	.	PUNCT
easat-3793	47	1	as	as	ADP
easat-3793	47	2	an	an	DET
easat-3793	47	3	example	example	NOUN
easat-3793	47	4	,	,	PUNCT
easat-3793	47	5	the	the	DET
easat-3793	47	6	adoption	adoption	NOUN
easat-3793	47	7	of	of	ADP
easat-3793	47	8	electronic	electronic	ADJ
easat-3793	47	9	health	health	NOUN
easat-3793	47	10	8310	8310	NUM
easat-3793	47	11	edelweiss	edelweiss	PROPN
easat-3793	47	12	applied	apply	VERB
easat-3793	47	13	science	science	NOUN
easat-3793	47	14	and	and	CCONJ
easat-3793	47	15	technology	technology	NOUN
easat-3793	47	16	issn	issn	PROPN
easat-3793	47	17	:	:	PUNCT
easat-3793	47	18	2576	2576	NUM
easat-3793	47	19	-	-	SYM
easat-3793	47	20	8484	8484	NUM
easat-3793	47	21	vol	vol	NOUN
easat-3793	47	22	.	.	PROPN
easat-3793	47	23	8	8	NUM
easat-3793	47	24	,	,	PUNCT
easat-3793	47	25	no	no	INTJ
easat-3793	47	26	.	.	NOUN
easat-3793	48	1	6	6	NUM
easat-3793	48	2	:	:	SYM
easat-3793	48	3	8308	8308	NUM
easat-3793	48	4	-	-	SYM
easat-3793	48	5	8321	8321	NUM
easat-3793	48	6	,	,	PUNCT
easat-3793	48	7	2024	2024	NUM
easat-3793	48	8	doi	doi	NOUN
easat-3793	48	9	:	:	PUNCT
easat-3793	48	10	10.55214/25768484.v8i6.3793	10.55214/25768484.v8i6.3793	NUM
easat-3793	48	11	©	©	PROPN
easat-3793	48	12	2024	2024	NUM
easat-3793	48	13	by	by	ADP
easat-3793	48	14	the	the	DET
easat-3793	48	15	authors	author	NOUN
easat-3793	48	16	;	;	PUNCT
easat-3793	48	17	licensee	licensee	PROPN
easat-3793	48	18	learning	learn	VERB
easat-3793	48	19	gate	gate	NOUN
easat-3793	48	20	records	record	NOUN
easat-3793	48	21	in	in	ADP
easat-3793	48	22	the	the	DET
easat-3793	48	23	u.s	u.s	PROPN
easat-3793	48	24	.	.	PROPN
easat-3793	48	25	has	have	AUX
easat-3793	48	26	led	lead	VERB
easat-3793	48	27	to	to	ADP
easat-3793	48	28	increased	increase	VERB
easat-3793	48	29	data	datum	NOUN
easat-3793	48	30	accessibility	accessibility	NOUN
easat-3793	48	31	and	and	CCONJ
easat-3793	48	32	longitudinal	longitudinal	ADJ
easat-3793	48	33	health	health	NOUN
easat-3793	48	34	monitoring	monitoring	NOUN
easat-3793	48	35	due	due	ADP
easat-3793	48	36	to	to	ADP
easat-3793	48	37	the	the	DET
easat-3793	48	38	health	health	NOUN
easat-3793	48	39	information	information	NOUN
easat-3793	48	40	technology	technology	NOUN
easat-3793	48	41	for	for	ADP
easat-3793	48	42	economic	economic	ADJ
easat-3793	48	43	and	and	CCONJ
easat-3793	48	44	clinical	clinical	ADJ
easat-3793	48	45	health	health	NOUN
easat-3793	48	46	(	(	PUNCT
easat-3793	48	47	hitech	hitech	PROPN
easat-3793	48	48	)	)	PUNCT
easat-3793	48	49	act	act	PROPN
easat-3793	48	50	.	.	PUNCT
easat-3793	49	1	at	at	ADP
easat-3793	49	2	the	the	DET
easat-3793	49	3	same	same	ADJ
easat-3793	49	4	time	time	NOUN
easat-3793	49	5	,	,	PUNCT
easat-3793	49	6	this	this	DET
easat-3793	49	7	surge	surge	NOUN
easat-3793	49	8	in	in	ADP
easat-3793	49	9	the	the	DET
easat-3793	49	10	amount	amount	NOUN
easat-3793	49	11	of	of	ADP
easat-3793	49	12	health	health	NOUN
easat-3793	49	13	data	datum	NOUN
easat-3793	49	14	production	production	NOUN
easat-3793	49	15	provokes	provoke	VERB
easat-3793	49	16	many	many	ADJ
easat-3793	49	17	obstacles	obstacle	NOUN
easat-3793	49	18	to	to	ADP
easat-3793	49	19	working	work	VERB
easat-3793	49	20	with	with	ADP
easat-3793	49	21	them	they	PRON
easat-3793	49	22	such	such	ADJ
easat-3793	49	23	as	as	ADP
easat-3793	49	24	the	the	DET
easat-3793	49	25	security	security	NOUN
easat-3793	49	26	of	of	ADP
easat-3793	49	27	data	datum	NOUN
easat-3793	49	28	,	,	PUNCT
easat-3793	49	29	their	their	PRON
easat-3793	49	30	interoperability	interoperability	NOUN
easat-3793	49	31	and	and	CCONJ
easat-3793	49	32	privacy	privacy	NOUN
easat-3793	49	33	.	.	PUNCT
easat-3793	50	1	however	however	ADV
easat-3793	50	2	,	,	PUNCT
easat-3793	50	3	fragmented	fragmented	ADJ
easat-3793	50	4	health	health	NOUN
easat-3793	50	5	systems	system	NOUN
easat-3793	50	6	with	with	ADP
easat-3793	50	7	isolated	isolated	ADJ
easat-3793	50	8	data	data	NOUN
easat-3793	50	9	silos	silo	NOUN
easat-3793	50	10	get	get	VERB
easat-3793	50	11	in	in	ADP
easat-3793	50	12	the	the	DET
easat-3793	50	13	way	way	NOUN
easat-3793	50	14	of	of	ADP
easat-3793	50	15	efficient	efficient	ADJ
easat-3793	50	16	public	public	ADJ
easat-3793	50	17	health	health	NOUN
easat-3793	50	18	responses	response	NOUN
easat-3793	50	19	.	.	PUNCT
easat-3793	51	1	securely	securely	ADV
easat-3793	51	2	integrating	integrate	VERB
easat-3793	51	3	multi	multi	NOUN
easat-3793	51	4	source	source	NOUN
easat-3793	51	5	data	datum	NOUN
easat-3793	51	6	(	(	PUNCT
easat-3793	51	7	e.g.	e.g.	ADV
easat-3793	51	8	epidemiological	epidemiological	ADJ
easat-3793	51	9	data	datum	NOUN
easat-3793	51	10	,	,	PUNCT
easat-3793	51	11	lab	lab	NOUN
easat-3793	51	12	reports	report	NOUN
easat-3793	51	13	,	,	PUNCT
easat-3793	51	14	ehrs	ehrs	NUM
easat-3793	51	15	)	)	PUNCT
easat-3793	51	16	leads	lead	VERB
easat-3793	51	17	to	to	ADP
easat-3793	51	18	operational	operational	ADJ
easat-3793	51	19	inefficiencies	inefficiency	NOUN
easat-3793	51	20	and	and	CCONJ
easat-3793	51	21	increased	increase	VERB
easat-3793	51	22	risk	risk	NOUN
easat-3793	51	23	of	of	ADP
easat-3793	51	24	data	datum	NOUN
easat-3793	51	25	breaches	breach	NOUN
easat-3793	51	26	and	and	CCONJ
easat-3793	51	27	non	non	NOUN
easat-3793	51	28	-	-	NOUN
easat-3793	51	29	compliance	compliance	NOUN
easat-3793	51	30	with	with	ADP
easat-3793	51	31	regulatory	regulatory	ADJ
easat-3793	51	32	requirements	requirement	NOUN
easat-3793	51	33	[	[	X
easat-3793	51	34	6	6	NUM
easat-3793	51	35	]	]	PUNCT
easat-3793	51	36	.	.	PUNCT
easat-3793	52	1	figure	figure	NOUN
easat-3793	52	2	1	1	NUM
easat-3793	52	3	.	.	PUNCT
easat-3793	53	1	ai	ai	VERB
easat-3793	53	2	flow	flow	NOUN
easat-3793	53	3	diagram	diagram	NOUN
easat-3793	53	4	from	from	ADP
easat-3793	53	5	acceptance	acceptance	NOUN
easat-3793	53	6	to	to	ADP
easat-3793	53	7	governance	governance	NOUN
easat-3793	53	8	.	.	PUNCT
easat-3793	54	1	2.2	2.2	NUM
easat-3793	54	2	.	.	PUNCT
easat-3793	55	1	the	the	DET
easat-3793	55	2	role	role	NOUN
easat-3793	55	3	of	of	ADP
easat-3793	55	4	data	datum	NOUN
easat-3793	55	5	integration	integration	NOUN
easat-3793	55	6	in	in	ADP
easat-3793	55	7	digital	digital	ADJ
easat-3793	55	8	public	public	ADJ
easat-3793	55	9	health	health	NOUN
easat-3793	55	10	due	due	ADP
easat-3793	55	11	to	to	ADP
easat-3793	55	12	their	their	PRON
easat-3793	55	13	role	role	NOUN
easat-3793	55	14	in	in	ADP
easat-3793	55	15	enabling	enable	VERB
easat-3793	55	16	the	the	DET
easat-3793	55	17	blend	blend	NOUN
easat-3793	55	18	of	of	ADP
easat-3793	55	19	disparate	disparate	ADJ
easat-3793	55	20	data	datum	NOUN
easat-3793	55	21	sources	source	NOUN
easat-3793	55	22	into	into	ADP
easat-3793	55	23	unifying	unify	VERB
easat-3793	55	24	platforms	platform	NOUN
easat-3793	55	25	for	for	ADP
easat-3793	55	26	complicated	complicated	ADJ
easat-3793	55	27	analysis	analysis	NOUN
easat-3793	55	28	contemporary	contemporary	ADJ
easat-3793	55	29	public	public	ADJ
easat-3793	55	30	health	health	NOUN
easat-3793	55	31	informatics	informatic	NOUN
easat-3793	55	32	dependency	dependency	NOUN
easat-3793	55	33	on	on	ADP
easat-3793	55	34	the	the	DET
easat-3793	55	35	integration	integration	NOUN
easat-3793	55	36	of	of	ADP
easat-3793	55	37	data	datum	NOUN
easat-3793	55	38	is	be	AUX
easat-3793	55	39	significant	significant	ADJ
easat-3793	55	40	.	.	PUNCT
easat-3793	56	1	despite	despite	SCONJ
easat-3793	56	2	doing	do	VERB
easat-3793	56	3	a	a	DET
easat-3793	56	4	great	great	ADJ
easat-3793	56	5	job	job	NOUN
easat-3793	56	6	,	,	PUNCT
easat-3793	56	7	health	health	NOUN
easat-3793	56	8	information	information	NOUN
easat-3793	56	9	exchanges	exchange	NOUN
easat-3793	56	10	(	(	PUNCT
easat-3793	56	11	hies	hie	NOUN
easat-3793	56	12	)	)	PUNCT
easat-3793	56	13	,	,	PUNCT
easat-3793	56	14	application	application	NOUN
easat-3793	56	15	programming	programming	NOUN
easat-3793	56	16	interfaces	interface	NOUN
easat-3793	56	17	(	(	PUNCT
easat-3793	56	18	apis	apis	ADJ
easat-3793	56	19	)	)	PUNCT
easat-3793	56	20	,	,	PUNCT
easat-3793	56	21	and	and	CCONJ
easat-3793	56	22	interoperable	interoperable	ADJ
easat-3793	56	23	platforms	platform	NOUN
easat-3793	56	24	have	have	AUX
easat-3793	56	25	all	all	PRON
easat-3793	56	26	demonstrated	demonstrate	VERB
easat-3793	56	27	defined	define	VERB
easat-3793	56	28	potential	potential	NOUN
easat-3793	56	29	to	to	PART
easat-3793	56	30	improve	improve	VERB
easat-3793	56	31	the	the	DET
easat-3793	56	32	state	state	NOUN
easat-3793	56	33	of	of	ADP
easat-3793	56	34	healthcare	healthcare	NOUN
easat-3793	56	35	outcomes	outcome	NOUN
easat-3793	57	1	[	[	X
easat-3793	57	2	7	7	NUM
easat-3793	57	3	]	]	PUNCT
easat-3793	57	4	.	.	PUNCT
easat-3793	58	1	the	the	DET
easat-3793	58	2	integrated	integrate	VERB
easat-3793	58	3	data	data	NOUN
easat-3793	58	4	systems	system	NOUN
easat-3793	58	5	provide	provide	VERB
easat-3793	58	6	a	a	DET
easat-3793	58	7	wealth	wealth	NOUN
easat-3793	58	8	of	of	ADP
easat-3793	58	9	information	information	NOUN
easat-3793	58	10	,	,	PUNCT
easat-3793	58	11	such	such	ADJ
easat-3793	58	12	as	as	ADP
easat-3793	58	13	the	the	DET
easat-3793	58	14	identification	identification	NOUN
easat-3793	58	15	of	of	ADP
easat-3793	58	16	vulnerable	vulnerable	ADJ
easat-3793	58	17	populations	population	NOUN
easat-3793	58	18	,	,	PUNCT
easat-3793	58	19	identification	identification	NOUN
easat-3793	58	20	of	of	ADP
easat-3793	58	21	disease	disease	NOUN
easat-3793	58	22	outbreak	outbreak	NOUN
easat-3793	58	23	,	,	PUNCT
easat-3793	58	24	and	and	CCONJ
easat-3793	58	25	promotion	promotion	NOUN
easat-3793	58	26	of	of	ADP
easat-3793	58	27	precision	precision	NOUN
easat-3793	58	28	medicine	medicine	NOUN
easat-3793	58	29	.	.	PUNCT
easat-3793	59	1	despite	despite	SCONJ
easat-3793	59	2	progress	progress	NOUN
easat-3793	59	3	,	,	PUNCT
easat-3793	59	4	perfect	perfect	ADJ
easat-3793	59	5	data	datum	NOUN
easat-3793	59	6	integration	integration	NOUN
easat-3793	59	7	is	be	AUX
easat-3793	59	8	still	still	ADV
easat-3793	59	9	a	a	DET
easat-3793	59	10	huge	huge	ADJ
easat-3793	59	11	challenge	challenge	NOUN
easat-3793	59	12	.	.	PUNCT
easat-3793	60	1	significant	significant	ADJ
easat-3793	60	2	obstacles	obstacle	NOUN
easat-3793	60	3	highlighted	highlight	VERB
easat-3793	60	4	in	in	ADP
easat-3793	60	5	current	current	ADJ
easat-3793	60	6	studies	study	NOUN
easat-3793	60	7	encompass	encompass	NOUN
easat-3793	60	8	:	:	PUNCT
easat-3793	60	9	•	•	NUM
easat-3793	60	10	data	datum	NOUN
easat-3793	60	11	fragmentation	fragmentation	NOUN
easat-3793	60	12	:	:	PUNCT
easat-3793	60	13	the	the	DET
easat-3793	60	14	us	us	PROPN
easat-3793	60	15	public	public	ADJ
easat-3793	60	16	health	health	NOUN
easat-3793	60	17	ecosystem	ecosystem	NOUN
easat-3793	60	18	is	be	AUX
easat-3793	60	19	made	make	VERB
easat-3793	60	20	up	up	ADP
easat-3793	60	21	of	of	ADP
easat-3793	60	22	different	different	ADJ
easat-3793	60	23	stakeholders	stakeholder	NOUN
easat-3793	60	24	,	,	PUNCT
easat-3793	60	25	including	include	VERB
easat-3793	60	26	hospitals	hospital	NOUN
easat-3793	60	27	,	,	PUNCT
easat-3793	60	28	insurance	insurance	NOUN
easat-3793	60	29	providers	provider	NOUN
easat-3793	60	30	and	and	CCONJ
easat-3793	60	31	government	government	NOUN
easat-3793	60	32	agencies	agency	NOUN
easat-3793	60	33	,	,	PUNCT
easat-3793	60	34	each	each	PRON
easat-3793	60	35	applying	apply	VERB
easat-3793	60	36	different	different	ADJ
easat-3793	60	37	systems	system	NOUN
easat-3793	60	38	with	with	ADP
easat-3793	60	39	different	different	ADJ
easat-3793	60	40	standards	standard	NOUN
easat-3793	60	41	.	.	PUNCT
easat-3793	61	1	•	•	NUM
easat-3793	61	2	insufficient	insufficient	ADJ
easat-3793	61	3	interoperability	interoperability	NOUN
easat-3793	61	4	:	:	PUNCT
easat-3793	61	5	effective	effective	ADJ
easat-3793	61	6	data	datum	NOUN
easat-3793	61	7	exchange	exchange	NOUN
easat-3793	61	8	of	of	ADP
easat-3793	61	9	providers	provider	NOUN
easat-3793	61	10	between	between	ADP
easat-3793	61	11	platforms	platform	NOUN
easat-3793	61	12	is	be	AUX
easat-3793	61	13	hindered	hinder	VERB
easat-3793	61	14	by	by	ADP
easat-3793	61	15	the	the	DET
easat-3793	61	16	lack	lack	NOUN
easat-3793	61	17	of	of	ADP
easat-3793	61	18	standardized	standardized	ADJ
easat-3793	61	19	formats	format	NOUN
easat-3793	61	20	(	(	PUNCT
easat-3793	61	21	hl7	hl7	NOUN
easat-3793	61	22	,	,	PUNCT
easat-3793	61	23	fhir	fhir	PROPN
easat-3793	61	24	)	)	PUNCT
easat-3793	61	25	.	.	PUNCT
easat-3793	62	1	•	•	NUM
easat-3793	62	2	the	the	DET
easat-3793	62	3	existence	existence	NOUN
easat-3793	62	4	of	of	ADP
easat-3793	62	5	integrated	integrate	VERB
easat-3793	62	6	data	datum	NOUN
easat-3793	62	7	systems	system	NOUN
easat-3793	62	8	increases	increase	VERB
easat-3793	62	9	the	the	DET
easat-3793	62	10	vulnerability	vulnerability	NOUN
easat-3793	62	11	to	to	PART
easat-3793	62	12	cyberattack	cyberattack	VERB
easat-3793	62	13	,	,	PUNCT
easat-3793	62	14	unauthorized	unauthorized	ADJ
easat-3793	62	15	access	access	NOUN
easat-3793	62	16	and	and	CCONJ
easat-3793	62	17	leaking	leaking	NOUN
easat-3793	62	18	of	of	ADP
easat-3793	62	19	data	datum	NOUN
easat-3793	62	20	,	,	PUNCT
easat-3793	62	21	all	all	PRON
easat-3793	62	22	of	of	ADP
easat-3793	62	23	which	which	PRON
easat-3793	62	24	require	require	VERB
easat-3793	62	25	sophisticated	sophisticated	ADJ
easat-3793	62	26	protection	protection	NOUN
easat-3793	62	27	frameworks	framework	NOUN
easat-3793	62	28	.	.	PUNCT
easat-3793	63	1	8311	8311	NUM
easat-3793	63	2	edelweiss	edelweiss	PROPN
easat-3793	63	3	applied	apply	VERB
easat-3793	63	4	science	science	NOUN
easat-3793	63	5	and	and	CCONJ
easat-3793	63	6	technology	technology	NOUN
easat-3793	63	7	issn	issn	PROPN
easat-3793	63	8	:	:	PUNCT
easat-3793	63	9	2576	2576	NUM
easat-3793	63	10	-	-	SYM
easat-3793	63	11	8484	8484	NUM
easat-3793	63	12	vol	vol	NOUN
easat-3793	63	13	.	.	PROPN
easat-3793	63	14	8	8	NUM
easat-3793	63	15	,	,	PUNCT
easat-3793	63	16	no	no	INTJ
easat-3793	63	17	.	.	NOUN
easat-3793	64	1	6	6	NUM
easat-3793	64	2	:	:	SYM
easat-3793	64	3	8308	8308	NUM
easat-3793	64	4	-	-	SYM
easat-3793	64	5	8321	8321	NUM
easat-3793	64	6	,	,	PUNCT
easat-3793	64	7	2024	2024	NUM
easat-3793	64	8	doi	doi	NOUN
easat-3793	64	9	:	:	PUNCT
easat-3793	64	10	10.55214/25768484.v8i6.3793	10.55214/25768484.v8i6.3793	NUM
easat-3793	64	11	©	©	PROPN
easat-3793	64	12	2024	2024	NUM
easat-3793	64	13	by	by	ADP
easat-3793	64	14	the	the	DET
easat-3793	64	15	authors	author	NOUN
easat-3793	64	16	;	;	PUNCT
easat-3793	64	17	licensee	licensee	PROPN
easat-3793	64	18	learning	learning	NOUN
easat-3793	64	19	gate	gate	VERB
easat-3793	64	20	•	•	ADJ
easat-3793	64	21	frameworks	framework	NOUN
easat-3793	64	22	like	like	ADP
easat-3793	64	23	fhir	fhir	NOUN
easat-3793	64	24	(	(	PUNCT
easat-3793	64	25	fast	fast	ADJ
easat-3793	64	26	healthcare	healthcare	NOUN
easat-3793	64	27	interoperability	interoperability	NOUN
easat-3793	64	28	resources	resource	NOUN
easat-3793	64	29	)	)	PUNCT
easat-3793	64	30	have	have	AUX
easat-3793	64	31	dealt	deal	VERB
easat-3793	64	32	with	with	ADP
easat-3793	64	33	some	some	DET
easat-3793	64	34	challenges	challenge	NOUN
easat-3793	64	35	,	,	PUNCT
easat-3793	64	36	but	but	CCONJ
easat-3793	64	37	the	the	DET
easat-3793	64	38	secure	secure	ADJ
easat-3793	64	39	and	and	CCONJ
easat-3793	64	40	privacy	privacy	NOUN
easat-3793	64	41	compliant	compliant	ADJ
easat-3793	64	42	data	datum	NOUN
easat-3793	64	43	integration	integration	NOUN
easat-3793	64	44	continues	continue	VERB
easat-3793	64	45	to	to	PART
easat-3793	64	46	be	be	AUX
easat-3793	64	47	a	a	DET
easat-3793	64	48	moving	move	VERB
easat-3793	64	49	target	target	NOUN
easat-3793	64	50	in	in	ADP
easat-3793	64	51	research	research	NOUN
easat-3793	64	52	.	.	PUNCT
easat-3793	65	1	figure	figure	NOUN
easat-3793	65	2	2	2	NUM
easat-3793	65	3	.	.	PUNCT
easat-3793	65	4	performance	performance	NOUN
easat-3793	65	5	vs	vs	ADP
easat-3793	65	6	data	data	PROPN
easat-3793	65	7	kpis	kpis	PROPN
easat-3793	65	8	through	through	ADP
easat-3793	65	9	ai	ai	PROPN
easat-3793	65	10	.	.	PROPN
easat-3793	65	11	2.3	2.3	NUM
easat-3793	65	12	.	.	PUNCT
easat-3793	66	1	artificial	artificial	ADJ
easat-3793	66	2	intelligence	intelligence	NOUN
easat-3793	66	3	for	for	ADP
easat-3793	66	4	data	datum	NOUN
easat-3793	66	5	protection	protection	NOUN
easat-3793	66	6	in	in	ADP
easat-3793	66	7	public	public	ADJ
easat-3793	66	8	health	health	NOUN
easat-3793	66	9	•	•	ADP
easat-3793	66	10	artificial	artificial	ADJ
easat-3793	66	11	intelligence	intelligence	NOUN
easat-3793	66	12	(	(	PUNCT
easat-3793	66	13	ai	ai	NOUN
easat-3793	66	14	)	)	PUNCT
easat-3793	66	15	has	have	AUX
easat-3793	66	16	revolutionized	revolutionize	VERB
easat-3793	66	17	health	health	NOUN
easat-3793	66	18	informatics	informatic	NOUN
easat-3793	66	19	using	use	VERB
easat-3793	66	20	the	the	DET
easat-3793	66	21	best	good	ADJ
easat-3793	66	22	available	available	ADJ
easat-3793	66	23	solutions	solution	NOUN
easat-3793	66	24	for	for	ADP
easat-3793	66	25	data	data	NOUN
easat-3793	66	26	protection	protection	NOUN
easat-3793	66	27	,	,	PUNCT
easat-3793	66	28	analysis	analysis	NOUN
easat-3793	66	29	and	and	CCONJ
easat-3793	66	30	governance	governance	NOUN
easat-3793	66	31	.	.	PUNCT
easat-3793	67	1	artificial	artificial	ADJ
easat-3793	67	2	intelligence	intelligence	NOUN
easat-3793	67	3	,	,	PUNCT
easat-3793	67	4	such	such	ADJ
easat-3793	67	5	as	as	ADP
easat-3793	67	6	machine	machine	NOUN
easat-3793	67	7	learning	learning	NOUN
easat-3793	67	8	,	,	PUNCT
easat-3793	67	9	natural	natural	ADJ
easat-3793	67	10	language	language	NOUN
easat-3793	67	11	processing	processing	NOUN
easat-3793	67	12	,	,	PUNCT
easat-3793	67	13	automated	automate	VERB
easat-3793	67	14	anomaly	anomaly	NOUN
easat-3793	67	15	detection	detection	NOUN
easat-3793	67	16	,	,	PUNCT
easat-3793	67	17	is	be	AUX
easat-3793	67	18	being	be	AUX
easat-3793	67	19	used	use	VERB
easat-3793	67	20	to	to	PART
easat-3793	67	21	improve	improve	VERB
easat-3793	67	22	health	health	NOUN
easat-3793	67	23	data	datum	NOUN
easat-3793	67	24	security	security	NOUN
easat-3793	67	25	,	,	PUNCT
easat-3793	67	26	identify	identify	VERB
easat-3793	67	27	threats	threat	NOUN
easat-3793	67	28	,	,	PUNCT
easat-3793	67	29	and	and	CCONJ
easat-3793	67	30	keep	keep	VERB
easat-3793	67	31	abreast	abreast	NOUN
easat-3793	67	32	of	of	ADP
easat-3793	67	33	standards	standard	NOUN
easat-3793	67	34	of	of	ADP
easat-3793	67	35	relevancy	relevancy	NOUN
easat-3793	67	36	.	.	PUNCT
easat-3793	68	1	•	•	NUM
easat-3793	68	2	artificial	artificial	ADJ
easat-3793	68	3	intelligence	intelligence	NOUN
easat-3793	68	4	in	in	ADP
easat-3793	68	5	cybersecurity	cybersecurity	NOUN
easat-3793	68	6	and	and	CCONJ
easat-3793	68	7	threat	threat	NOUN
easat-3793	68	8	detection	detection	NOUN
easat-3793	68	9	:	:	PUNCT
easat-3793	68	10	real	real	ADJ
easat-3793	68	11	time	time	NOUN
easat-3793	68	12	advanced	advanced	ADJ
easat-3793	68	13	algorithms	algorithm	NOUN
easat-3793	68	14	can	can	AUX
easat-3793	68	15	analyze	analyze	VERB
easat-3793	68	16	massive	massive	ADJ
easat-3793	68	17	datasets	dataset	NOUN
easat-3793	68	18	to	to	PART
easat-3793	68	19	detect	detect	VERB
easat-3793	68	20	anomalies	anomaly	NOUN
easat-3793	68	21	signifying	signify	VERB
easat-3793	68	22	cybersecurity	cybersecurity	NOUN
easat-3793	68	23	threats	threat	NOUN
easat-3793	68	24	.	.	PUNCT
easat-3793	69	1	machine	machine	NOUN
easat-3793	69	2	learning	learning	PROPN
easat-3793	69	3	based	base	VERB
easat-3793	69	4	intrusion	intrusion	NOUN
easat-3793	69	5	detection	detection	NOUN
easat-3793	69	6	systems	system	NOUN
easat-3793	69	7	such	such	ADJ
easat-3793	69	8	as	as	ADP
easat-3793	69	9	(	(	PUNCT
easat-3793	69	10	tang	tang	X
easat-3793	69	11	et	et	PROPN
easat-3793	69	12	al	al	PROPN
easat-3793	69	13	.	.	PROPN
easat-3793	69	14	,	,	PUNCT
easat-3793	69	15	2020	2020	NUM
easat-3793	69	16	)	)	PUNCT
easat-3793	69	17	can	can	AUX
easat-3793	69	18	block	block	VERB
easat-3793	69	19	off	off	ADP
easat-3793	69	20	unusual	unusual	ADJ
easat-3793	69	21	access	access	NOUN
easat-3793	69	22	patterns	pattern	NOUN
easat-3793	69	23	before	before	SCONJ
easat-3793	69	24	they	they	PRON
easat-3793	69	25	evolve	evolve	VERB
easat-3793	69	26	into	into	ADP
easat-3793	69	27	bona	bona	ADJ
easat-3793	69	28	fide	fide	ADJ
easat-3793	69	29	breaches	breach	NOUN
easat-3793	69	30	.	.	PUNCT
easat-3793	70	1	according	accord	VERB
easat-3793	70	2	to	to	ADP
easat-3793	70	3	research	research	NOUN
easat-3793	70	4	conducted	conduct	VERB
easat-3793	70	5	by	by	ADP
easat-3793	70	6	nguyen	nguyen	PROPN
easat-3793	70	7	et	et	PROPN
easat-3793	70	8	al	al	PROPN
easat-3793	70	9	.	.	PROPN
easat-3793	71	1	(	(	PUNCT
easat-3793	71	2	2021	2021	NUM
easat-3793	71	3	)	)	PUNCT
easat-3793	71	4	,	,	PUNCT
easat-3793	71	5	ai	ai	AUX
easat-3793	71	6	driven	drive	VERB
easat-3793	71	7	predictive	predictive	ADJ
easat-3793	71	8	tools	tool	NOUN
easat-3793	71	9	outperform	outperform	VERB
easat-3793	71	10	traditional	traditional	ADJ
easat-3793	71	11	security	security	NOUN
easat-3793	71	12	systems	system	NOUN
easat-3793	71	13	to	to	PART
easat-3793	71	14	detect	detect	VERB
easat-3793	71	15	unauthorized	unauthorized	ADJ
easat-3793	71	16	access	access	NOUN
easat-3793	71	17	[	[	X
easat-3793	71	18	8	8	NUM
easat-3793	71	19	]	]	PUNCT
easat-3793	71	20	.	.	PUNCT
easat-3793	72	1	•	•	NUM
easat-3793	72	2	techniques	technique	NOUN
easat-3793	72	3	for	for	ADP
easat-3793	72	4	ensuring	ensure	VERB
easat-3793	72	5	privacy	privacy	NOUN
easat-3793	72	6	in	in	ADP
easat-3793	72	7	artificial	artificial	ADJ
easat-3793	72	8	intelligence	intelligence	NOUN
easat-3793	72	9	:	:	PUNCT
easat-3793	72	10	new	new	ADJ
easat-3793	72	11	cutting	cutting	NOUN
easat-3793	72	12	-	-	PUNCT
easat-3793	72	13	edge	edge	NOUN
easat-3793	72	14	methods	method	NOUN
easat-3793	72	15	such	such	ADJ
easat-3793	72	16	as	as	ADP
easat-3793	72	17	homomorphic	homomorphic	ADJ
easat-3793	72	18	encryption	encryption	NOUN
easat-3793	72	19	,	,	PUNCT
easat-3793	72	20	federated	federate	VERB
easat-3793	72	21	learning	learning	NOUN
easat-3793	72	22	and	and	CCONJ
easat-3793	72	23	truncated	truncated	ADJ
easat-3793	72	24	differential	differential	NOUN
easat-3793	72	25	privacy	privacy	NOUN
easat-3793	72	26	allow	allow	VERB
easat-3793	72	27	analysis	analysis	NOUN
easat-3793	72	28	on	on	ADP
easat-3793	72	29	data	datum	NOUN
easat-3793	72	30	while	while	SCONJ
easat-3793	72	31	protecting	protect	VERB
easat-3793	72	32	raw	raw	ADJ
easat-3793	72	33	data	datum	NOUN
easat-3793	72	34	from	from	ADP
easat-3793	72	35	exposure	exposure	NOUN
easat-3793	72	36	.	.	PUNCT
easat-3793	73	1	federated	federated	ADJ
easat-3793	73	2	learning	learning	NOUN
easat-3793	73	3	lets	let	VERB
easat-3793	73	4	different	different	ADJ
easat-3793	73	5	institutions	institution	NOUN
easat-3793	73	6	to	to	PART
easat-3793	73	7	train	train	VERB
easat-3793	73	8	decentralized	decentralize	VERB
easat-3793	73	9	ai	ai	VERB
easat-3793	73	10	,	,	PUNCT
easat-3793	73	11	while	while	SCONJ
easat-3793	73	12	enforcing	enforce	VERB
easat-3793	73	13	local	local	ADJ
easat-3793	73	14	storage	storage	NOUN
easat-3793	73	15	and	and	CCONJ
easat-3793	73	16	data	datum	NOUN
easat-3793	73	17	security	security	NOUN
easat-3793	73	18	(	(	PUNCT
easat-3793	73	19	yang	yang	PROPN
easat-3793	73	20	et	et	PROPN
easat-3793	73	21	al	al	PROPN
easat-3793	73	22	.	.	PROPN
easat-3793	73	23	,	,	PUNCT
easat-3793	73	24	2019	2019	NUM
easat-3793	73	25	)	)	PUNCT
easat-3793	73	26	.	.	PUNCT
easat-3793	74	1	the	the	DET
easat-3793	74	2	potential	potential	ADJ
easat-3793	74	3	value	value	NOUN
easat-3793	74	4	of	of	ADP
easat-3793	74	5	these	these	DET
easat-3793	74	6	methods	method	NOUN
easat-3793	74	7	for	for	ADP
easat-3793	74	8	privacy	privacy	NOUN
easat-3793	74	9	compliant	compliant	ADJ
easat-3793	74	10	applications	application	NOUN
easat-3793	74	11	in	in	ADP
easat-3793	74	12	public	public	ADJ
easat-3793	74	13	health	health	NOUN
easat-3793	74	14	is	be	AUX
easat-3793	74	15	shown	show	VERB
easat-3793	74	16	.	.	PUNCT
easat-3793	75	1	•	•	NUM
easat-3793	75	2	ai	ai	VERB
easat-3793	75	3	for	for	ADP
easat-3793	75	4	compliance	compliance	NOUN
easat-3793	75	5	and	and	CCONJ
easat-3793	75	6	data	datum	NOUN
easat-3793	75	7	governance	governance	NOUN
easat-3793	75	8	:	:	PUNCT
easat-3793	75	9	shilo	shilo	PROPN
easat-3793	75	10	et	et	PROPN
easat-3793	75	11	al	al	PROPN
easat-3793	75	12	(	(	PUNCT
easat-3793	75	13	2020	2020	NUM
easat-3793	75	14	)	)	PUNCT
easat-3793	75	15	a	a	DET
easat-3793	75	16	study	study	NOUN
easat-3793	75	17	about	about	ADP
easat-3793	75	18	the	the	DET
easat-3793	75	19	importance	importance	NOUN
easat-3793	75	20	of	of	ADP
easat-3793	75	21	ai	ai	VERB
easat-3793	75	22	to	to	PART
easat-3793	75	23	streamline	streamline	VERB
easat-3793	75	24	regulatory	regulatory	ADJ
easat-3793	75	25	compliance	compliance	NOUN
easat-3793	75	26	process	process	NOUN
easat-3793	75	27	.	.	PUNCT
easat-3793	76	1	this	this	DET
easat-3793	76	2	kind	kind	NOUN
easat-3793	76	3	of	of	ADP
easat-3793	76	4	ai	ai	VERB
easat-3793	76	5	tool	tool	NOUN
easat-3793	76	6	can	can	AUX
easat-3793	76	7	examine	examine	VERB
easat-3793	76	8	data	data	NOUN
easat-3793	76	9	usage	usage	NOUN
easat-3793	76	10	policies	policy	NOUN
easat-3793	76	11	based	base	VERB
easat-3793	76	12	upon	upon	SCONJ
easat-3793	76	13	the	the	DET
easat-3793	76	14	privacy	privacy	NOUN
easat-3793	76	15	framework	framework	NOUN
easat-3793	76	16	hipaa	hipaa	PROPN
easat-3793	76	17	,	,	PUNCT
easat-3793	76	18	making	make	VERB
easat-3793	76	19	sure	sure	ADJ
easat-3793	76	20	that	that	SCONJ
easat-3793	76	21	the	the	DET
easat-3793	76	22	policies	policy	NOUN
easat-3793	76	23	follow	follow	VERB
easat-3793	76	24	with	with	ADP
easat-3793	76	25	the	the	DET
easat-3793	76	26	privacy	privacy	NOUN
easat-3793	76	27	standards	standard	NOUN
easat-3793	76	28	and	and	CCONJ
easat-3793	76	29	ultimately	ultimately	ADV
easat-3793	76	30	help	help	VERB
easat-3793	76	31	in	in	ADP
easat-3793	76	32	decreasing	decrease	VERB
easat-3793	76	33	the	the	DET
easat-3793	76	34	risk	risk	NOUN
easat-3793	76	35	of	of	ADP
easat-3793	76	36	leakage	leakage	NOUN
easat-3793	76	37	.	.	PUNCT
easat-3793	77	1	2.4	2.4	NUM
easat-3793	77	2	.	.	PUNCT
easat-3793	78	1	regulatory	regulatory	ADJ
easat-3793	78	2	frameworks	framework	NOUN
easat-3793	78	3	and	and	CCONJ
easat-3793	78	4	challenges	challenge	NOUN
easat-3793	78	5	in	in	ADP
easat-3793	78	6	data	data	NOUN
easat-3793	78	7	protection	protection	NOUN
easat-3793	78	8	hipaa	hipaa	PROPN
easat-3793	78	9	and	and	CCONJ
easat-3793	78	10	other	other	ADJ
easat-3793	78	11	federal	federal	ADJ
easat-3793	78	12	and	and	CCONJ
easat-3793	78	13	state	state	NOUN
easat-3793	78	14	regulations	regulation	NOUN
easat-3793	78	15	are	be	AUX
easat-3793	78	16	the	the	DET
easat-3793	78	17	primary	primary	ADJ
easat-3793	78	18	means	mean	NOUN
easat-3793	78	19	by	by	ADP
easat-3793	78	20	which	which	PRON
easat-3793	78	21	us	we	PRON
easat-3793	78	22	privacy	privacy	NOUN
easat-3793	78	23	of	of	ADP
easat-3793	78	24	public	public	ADJ
easat-3793	78	25	health	health	NOUN
easat-3793	78	26	data	datum	NOUN
easat-3793	78	27	is	be	AUX
easat-3793	78	28	regulated	regulate	VERB
easat-3793	78	29	.	.	PUNCT
easat-3793	79	1	hipaa	hipaa	NOUN
easat-3793	79	2	is	be	AUX
easat-3793	79	3	a	a	DET
easat-3793	79	4	very	very	ADV
easat-3793	79	5	strict	strict	ADJ
easat-3793	79	6	legislation	legislation	NOUN
easat-3793	79	7	due	due	ADP
easat-3793	79	8	to	to	ADP
easat-3793	79	9	the	the	DET
easat-3793	79	10	protected	protect	VERB
easat-3793	79	11	health	health	NOUN
easat-3793	79	12	information	information	NOUN
easat-3793	79	13	(	(	PUNCT
easat-3793	79	14	phi	phi	NOUN
easat-3793	79	15	)	)	PUNCT
easat-3793	79	16	it	it	PRON
easat-3793	79	17	established	establish	VERB
easat-3793	79	18	very	very	ADV
easat-3793	79	19	strict	strict	ADJ
easat-3793	79	20	standards	standard	NOUN
easat-3793	79	21	for	for	ADP
easat-3793	79	22	data	datum	NOUN
easat-3793	79	23	confidentiality	confidentiality	NOUN
easat-3793	79	24	and	and	CCONJ
easat-3793	79	25	availability	availability	NOUN
easat-3793	79	26	and	and	CCONJ
easat-3793	79	27	integrity	integrity	NOUN
easat-3793	79	28	.	.	PUNCT
easat-3793	80	1	however	however	ADV
easat-3793	80	2	,	,	PUNCT
easat-3793	80	3	the	the	DET
easat-3793	80	4	reality	reality	NOUN
easat-3793	80	5	of	of	ADP
easat-3793	80	6	hipaa	hipaa	NOUN
easat-3793	80	7	within	within	ADP
easat-3793	80	8	the	the	DET
easat-3793	80	9	evolving	evolve	VERB
easat-3793	80	10	realm	realm	NOUN
easat-3793	80	11	of	of	ADP
easat-3793	80	12	modern	modern	ADJ
easat-3793	80	13	data	datum	NOUN
easat-3793	80	14	exchange	exchange	NOUN
easat-3793	80	15	through	through	ADP
easat-3793	80	16	8312	8312	NUM
easat-3793	80	17	edelweiss	edelweiss	PROPN
easat-3793	80	18	applied	apply	VERB
easat-3793	80	19	science	science	NOUN
easat-3793	80	20	and	and	CCONJ
easat-3793	80	21	technology	technology	NOUN
easat-3793	80	22	issn	issn	PROPN
easat-3793	80	23	:	:	PUNCT
easat-3793	80	24	2576	2576	NUM
easat-3793	80	25	-	-	SYM
easat-3793	80	26	8484	8484	NUM
easat-3793	80	27	vol	vol	NOUN
easat-3793	80	28	.	.	PROPN
easat-3793	80	29	8	8	NUM
easat-3793	80	30	,	,	PUNCT
easat-3793	80	31	no	no	INTJ
easat-3793	80	32	.	.	NOUN
easat-3793	81	1	6	6	NUM
easat-3793	81	2	:	:	SYM
easat-3793	81	3	8308	8308	NUM
easat-3793	81	4	-	-	SYM
easat-3793	81	5	8321	8321	NUM
easat-3793	81	6	,	,	PUNCT
easat-3793	81	7	2024	2024	NUM
easat-3793	81	8	doi	doi	NOUN
easat-3793	81	9	:	:	PUNCT
easat-3793	81	10	10.55214/25768484.v8i6.3793	10.55214/25768484.v8i6.3793	NUM
easat-3793	81	11	©	©	PROPN
easat-3793	81	12	2024	2024	NUM
easat-3793	81	13	by	by	ADP
easat-3793	81	14	the	the	DET
easat-3793	81	15	authors	author	NOUN
easat-3793	81	16	;	;	PUNCT
easat-3793	81	17	licensee	licensee	PROPN
easat-3793	81	18	learning	learning	NOUN
easat-3793	81	19	gate	gate	VERB
easat-3793	81	20	digital	digital	ADJ
easat-3793	81	21	public	public	ADJ
easat-3793	81	22	health	health	NOUN
easat-3793	81	23	systems	system	NOUN
easat-3793	81	24	poses	pose	VERB
easat-3793	81	25	difficulty	difficulty	NOUN
easat-3793	81	26	with	with	ADP
easat-3793	81	27	the	the	DET
easat-3793	81	28	ever	ever	ADV
easat-3793	81	29	-	-	PUNCT
easat-3793	81	30	changing	change	VERB
easat-3793	81	31	landscape	landscape	NOUN
easat-3793	81	32	of	of	ADP
easat-3793	81	33	data	datum	NOUN
easat-3793	81	34	exchange	exchange	NOUN
easat-3793	81	35	and	and	CCONJ
easat-3793	81	36	ai	ai	ADJ
easat-3793	81	37	advancements	advancement	NOUN
easat-3793	81	38	[	[	X
easat-3793	81	39	9	9	NUM
easat-3793	81	40	]	]	PUNCT
easat-3793	81	41	.	.	PUNCT
easat-3793	82	1	figure	figure	NOUN
easat-3793	82	2	3	3	NUM
easat-3793	82	3	.	.	PUNCT
easat-3793	83	1	graph	graph	NOUN
easat-3793	83	2	showing	show	VERB
easat-3793	83	3	anomalies	anomaly	NOUN
easat-3793	83	4	detection	detection	NOUN
easat-3793	83	5	in	in	ADP
easat-3793	83	6	traditional	traditional	ADJ
easat-3793	83	7	vs	vs	ADP
easat-3793	83	8	ai	ai	PRON
easat-3793	83	9	driven	drive	VERB
easat-3793	83	10	process	process	NOUN
easat-3793	83	11	.	.	PUNCT
easat-3793	84	1	2.4.1	2.4.1	X
easat-3793	84	2	.	.	PUNCT
easat-3793	85	1	recent	recent	ADJ
easat-3793	85	2	studies	study	NOUN
easat-3793	85	3	have	have	AUX
easat-3793	85	4	highlighted	highlight	VERB
easat-3793	85	5	significant	significant	ADJ
easat-3793	85	6	challenges	challenge	NOUN
easat-3793	85	7	•	•	ADP
easat-3793	85	8	regulatory	regulatory	ADJ
easat-3793	85	9	gaps	gap	NOUN
easat-3793	85	10	:	:	PUNCT
easat-3793	85	11	however	however	ADV
easat-3793	85	12	,	,	PUNCT
easat-3793	85	13	new	new	ADJ
easat-3793	85	14	ai	ai	VERB
easat-3793	85	15	driven	drive	VERB
easat-3793	85	16	health	health	NOUN
easat-3793	85	17	systems	system	NOUN
easat-3793	85	18	often	often	ADV
easat-3793	85	19	lack	lack	VERB
easat-3793	85	20	clear	clear	ADJ
easat-3793	85	21	regulatory	regulatory	ADJ
easat-3793	85	22	guidance	guidance	NOUN
easat-3793	85	23	and	and	CCONJ
easat-3793	85	24	have	have	VERB
easat-3793	85	25	a	a	DET
easat-3793	85	26	paucity	paucity	NOUN
easat-3793	85	27	of	of	ADP
easat-3793	85	28	certainty	certainty	NOUN
easat-3793	85	29	for	for	ADP
easat-3793	85	30	healthcare	healthcare	NOUN
easat-3793	85	31	providers	provider	NOUN
easat-3793	85	32	.	.	PUNCT
easat-3793	86	1	•	•	PUNCT
easat-3793	86	2	striking	strike	VERB
easat-3793	86	3	a	a	DET
easat-3793	86	4	balance	balance	NOUN
easat-3793	86	5	between	between	ADP
easat-3793	86	6	innovation	innovation	NOUN
easat-3793	86	7	and	and	CCONJ
easat-3793	86	8	privacy	privacy	NOUN
easat-3793	86	9	:	:	PUNCT
easat-3793	86	10	there	there	PRON
easat-3793	86	11	’s	’	VERB
easat-3793	86	12	still	still	ADV
easat-3793	86	13	a	a	DET
easat-3793	86	14	long	long	ADJ
easat-3793	86	15	way	way	NOUN
easat-3793	86	16	to	to	PART
easat-3793	86	17	go	go	VERB
easat-3793	86	18	when	when	SCONJ
easat-3793	86	19	it	it	PRON
easat-3793	86	20	comes	come	VERB
easat-3793	86	21	to	to	ADP
easat-3793	86	22	adhering	adhere	VERB
easat-3793	86	23	to	to	ADP
easat-3793	86	24	privacy	privacy	NOUN
easat-3793	86	25	regulations	regulation	NOUN
easat-3793	86	26	,	,	PUNCT
easat-3793	86	27	while	while	SCONJ
easat-3793	86	28	advancing	advance	VERB
easat-3793	86	29	technology	technology	NOUN
easat-3793	86	30	.	.	PUNCT
easat-3793	87	1	the	the	DET
easat-3793	87	2	research	research	NOUN
easat-3793	87	3	shows	show	VERB
easat-3793	87	4	that	that	SCONJ
easat-3793	87	5	excess	excess	ADJ
easat-3793	87	6	regulation	regulation	NOUN
easat-3793	87	7	can	can	AUX
easat-3793	87	8	inhibit	inhibit	VERB
easat-3793	87	9	the	the	DET
easat-3793	87	10	adoption	adoption	NOUN
easat-3793	87	11	and	and	CCONJ
easat-3793	87	12	innovation	innovation	NOUN
easat-3793	87	13	of	of	ADP
easat-3793	87	14	ai	ai	VERB
easat-3793	87	15	in	in	ADP
easat-3793	87	16	the	the	DET
easat-3793	87	17	healthcare	healthcare	NOUN
easat-3793	87	18	sector	sector	NOUN
easat-3793	87	19	.	.	PUNCT
easat-3793	88	1	•	•	NUM
easat-3793	88	2	cross	cross	ADJ
easat-3793	88	3	-	-	ADJ
easat-3793	88	4	jurisdictional	jurisdictional	ADJ
easat-3793	88	5	issues	issue	NOUN
easat-3793	88	6	:	:	PUNCT
easat-3793	88	7	data	datum	NOUN
easat-3793	88	8	protection	protection	NOUN
easat-3793	88	9	laws	law	NOUN
easat-3793	88	10	at	at	ADP
easat-3793	88	11	state	state	NOUN
easat-3793	88	12	level	level	NOUN
easat-3793	88	13	introduce	introduce	NOUN
easat-3793	88	14	variations	variation	NOUN
easat-3793	88	15	that	that	PRON
easat-3793	88	16	complicate	complicate	VERB
easat-3793	88	17	interoperability	interoperability	NOUN
easat-3793	88	18	that	that	PRON
easat-3793	88	19	is	be	AUX
easat-3793	88	20	required	require	VERB
easat-3793	88	21	to	to	PART
easat-3793	88	22	harmonize	harmonize	VERB
easat-3793	88	23	data	datum	NOUN
easat-3793	88	24	across	across	ADP
easat-3793	88	25	different	different	ADJ
easat-3793	88	26	jurisdictions	jurisdiction	NOUN
easat-3793	88	27	•	•	ADP
easat-3793	88	28	as	as	SCONJ
easat-3793	88	29	ai	ai	PRON
easat-3793	88	30	tech	tech	NOUN
easat-3793	88	31	becomes	become	VERB
easat-3793	88	32	more	more	ADV
easat-3793	88	33	widespread	widespread	ADJ
easat-3793	88	34	,	,	PUNCT
easat-3793	88	35	we	we	PRON
easat-3793	88	36	need	need	VERB
easat-3793	88	37	more	more	ADV
easat-3793	88	38	regulative	regulative	ADJ
easat-3793	88	39	grounds	ground	NOUN
easat-3793	88	40	that	that	PRON
easat-3793	88	41	can	can	AUX
easat-3793	88	42	adapt	adapt	VERB
easat-3793	88	43	to	to	ADP
easat-3793	88	44	the	the	DET
easat-3793	88	45	innovation	innovation	NOUN
easat-3793	88	46	while	while	SCONJ
easat-3793	88	47	protecting	protect	VERB
easat-3793	88	48	ethical	ethical	ADJ
easat-3793	88	49	data	datum	NOUN
easat-3793	88	50	practices	practice	NOUN
easat-3793	88	51	and	and	CCONJ
easat-3793	88	52	patient	patient	ADJ
easat-3793	88	53	privacy	privacy	NOUN
easat-3793	88	54	[	[	X
easat-3793	88	55	10	10	NUM
easat-3793	88	56	]	]	PUNCT
easat-3793	88	57	.	.	PUNCT
easat-3793	89	1	2.5	2.5	NUM
easat-3793	89	2	.	.	PUNCT
easat-3793	90	1	empirical	empirical	ADJ
easat-3793	90	2	evidence	evidence	NOUN
easat-3793	90	3	gaps	gap	NOUN
easat-3793	90	4	although	although	SCONJ
easat-3793	90	5	there	there	PRON
easat-3793	90	6	is	be	VERB
easat-3793	90	7	a	a	DET
easat-3793	90	8	significant	significant	ADJ
easat-3793	90	9	amount	amount	NOUN
easat-3793	90	10	of	of	ADP
easat-3793	90	11	theoretical	theoretical	ADJ
easat-3793	90	12	exploration	exploration	NOUN
easat-3793	90	13	on	on	ADP
easat-3793	90	14	the	the	DET
easat-3793	90	15	topic	topic	NOUN
easat-3793	90	16	of	of	ADP
easat-3793	90	17	ai	ai	PROPN
easat-3793	90	18	,	,	PUNCT
easat-3793	90	19	data	datum	NOUN
easat-3793	90	20	integration	integration	NOUN
easat-3793	90	21	,	,	PUNCT
easat-3793	90	22	and	and	CCONJ
easat-3793	90	23	data	datum	NOUN
easat-3793	90	24	protection	protection	NOUN
easat-3793	90	25	,	,	PUNCT
easat-3793	90	26	there	there	PRON
easat-3793	90	27	is	be	VERB
easat-3793	90	28	a	a	DET
easat-3793	90	29	deficit	deficit	NOUN
easat-3793	90	30	of	of	ADP
easat-3793	90	31	empirical	empirical	ADJ
easat-3793	90	32	work	work	NOUN
easat-3793	90	33	that	that	PRON
easat-3793	90	34	fully	fully	ADV
easat-3793	90	35	explores	explore	VERB
easat-3793	90	36	their	their	PRON
easat-3793	90	37	collective	collective	ADJ
easat-3793	90	38	impact	impact	NOUN
easat-3793	90	39	on	on	ADP
easat-3793	90	40	the	the	DET
easat-3793	90	41	public	public	ADJ
easat-3793	90	42	health	health	NOUN
easat-3793	90	43	systems	system	NOUN
easat-3793	90	44	of	of	ADP
easat-3793	90	45	the	the	DET
easat-3793	90	46	united	united	PROPN
easat-3793	90	47	states	states	PROPN
easat-3793	90	48	:	:	PUNCT
easat-3793	90	49	current	current	ADJ
easat-3793	90	50	case	case	NOUN
easat-3793	90	51	studies	study	NOUN
easat-3793	90	52	often	often	ADV
easat-3793	90	53	focus	focus	VERB
easat-3793	90	54	on	on	ADP
easat-3793	90	55	single	single	ADJ
easat-3793	90	56	uses	use	NOUN
easat-3793	90	57	for	for	ADP
easat-3793	90	58	ai	ai	ADJ
easat-3793	90	59	or	or	CCONJ
easat-3793	90	60	single	single	ADJ
easat-3793	90	61	issues	issue	NOUN
easat-3793	90	62	with	with	ADP
easat-3793	90	63	data	datum	NOUN
easat-3793	90	64	integration	integration	NOUN
easat-3793	90	65	but	but	CCONJ
easat-3793	90	66	without	without	ADP
easat-3793	90	67	a	a	DET
easat-3793	90	68	complete	complete	ADJ
easat-3793	90	69	examination	examination	NOUN
easat-3793	90	70	of	of	ADP
easat-3793	90	71	how	how	SCONJ
easat-3793	90	72	the	the	DET
easat-3793	90	73	pieces	piece	NOUN
easat-3793	90	74	all	all	PRON
easat-3793	90	75	fit	fit	VERB
easat-3793	90	76	together	together	ADV
easat-3793	90	77	.	.	PUNCT
easat-3793	91	1	while	while	SCONJ
easat-3793	91	2	there	there	PRON
easat-3793	91	3	is	be	VERB
easat-3793	91	4	a	a	DET
easat-3793	91	5	dearth	dearth	NOUN
easat-3793	91	6	of	of	ADP
easat-3793	91	7	empirical	empirical	ADJ
easat-3793	91	8	evidence	evidence	NOUN
easat-3793	91	9	to	to	PART
easat-3793	91	10	assess	assess	VERB
easat-3793	91	11	the	the	DET
easat-3793	91	12	effectiveness	effectiveness	NOUN
easat-3793	91	13	,	,	PUNCT
easat-3793	91	14	scalability	scalability	NOUN
easat-3793	91	15	,	,	PUNCT
easat-3793	91	16	and	and	CCONJ
easat-3793	91	17	performance	performance	NOUN
easat-3793	91	18	of	of	ADP
easat-3793	91	19	ai	ai	PRON
easat-3793	91	20	driven	drive	VERB
easat-3793	91	21	data	datum	NOUN
easat-3793	91	22	protection	protection	NOUN
easat-3793	91	23	frameworks	framework	NOUN
easat-3793	91	24	in	in	ADP
easat-3793	91	25	integrated	integrate	VERB
easat-3793	91	26	public	public	ADJ
easat-3793	91	27	health	health	NOUN
easat-3793	91	28	systems	system	NOUN
easat-3793	91	29	,	,	PUNCT
easat-3793	91	30	it	it	PRON
easat-3793	91	31	states	state	VERB
easat-3793	91	32	that	that	SCONJ
easat-3793	91	33	there	there	PRON
easat-3793	91	34	is	be	VERB
easat-3793	91	35	a	a	DET
easat-3793	91	36	lack	lack	NOUN
easat-3793	91	37	of	of	ADP
easat-3793	91	38	evidence	evidence	NOUN
easat-3793	91	39	to	to	PART
easat-3793	91	40	evaluate	evaluate	VERB
easat-3793	91	41	how	how	SCONJ
easat-3793	91	42	effective	effective	ADJ
easat-3793	91	43	the	the	DET
easat-3793	91	44	proposed	propose	VERB
easat-3793	91	45	ai	ai	VERB
easat-3793	91	46	driven	drive	VERB
easat-3793	91	47	data	datum	NOUN
easat-3793	91	48	protection	protection	NOUN
easat-3793	91	49	frameworks	framework	NOUN
easat-3793	91	50	in	in	ADP
easat-3793	91	51	integrated	integrate	VERB
easat-3793	91	52	public	public	ADJ
easat-3793	91	53	health	health	NOUN
easat-3793	91	54	systems	system	NOUN
easat-3793	91	55	are	be	AUX
easat-3793	91	56	.	.	PUNCT
easat-3793	92	1	this	this	DET
easat-3793	92	2	gap	gap	NOUN
easat-3793	92	3	highlights	highlight	VERB
easat-3793	92	4	the	the	DET
easat-3793	92	5	necessity	necessity	NOUN
easat-3793	92	6	for	for	ADP
easat-3793	92	7	empirical	empirical	ADJ
easat-3793	92	8	investigations	investigation	NOUN
easat-3793	92	9	that	that	SCONJ
easat-3793	92	10	[	[	X
easat-3793	92	11	11	11	NUM
easat-3793	92	12	]	]	SYM
easat-3793	92	13	:	:	PUNCT
easat-3793	92	14	•	•	NUM
easat-3793	92	15	evaluate	evaluate	VERB
easat-3793	92	16	the	the	DET
easat-3793	92	17	practical	practical	ADJ
easat-3793	92	18	application	application	NOUN
easat-3793	92	19	of	of	ADP
easat-3793	92	20	ai	ai	ADJ
easat-3793	92	21	tools	tool	NOUN
easat-3793	92	22	in	in	ADP
easat-3793	92	23	safeguarding	safeguard	VERB
easat-3793	92	24	health	health	NOUN
easat-3793	92	25	data	datum	NOUN
easat-3793	92	26	.	.	PUNCT
easat-3793	93	1	•	•	NUM
easat-3793	93	2	explore	explore	VERB
easat-3793	93	3	the	the	DET
easat-3793	93	4	difficulty	difficulty	NOUN
easat-3793	93	5	and	and	CCONJ
easat-3793	93	6	outcome	outcome	NOUN
easat-3793	93	7	of	of	ADP
easat-3793	93	8	combining	combine	VERB
easat-3793	93	9	various	various	ADJ
easat-3793	93	10	datasets	dataset	NOUN
easat-3793	93	11	.	.	PUNCT
easat-3793	94	1	•	•	NUM
easat-3793	94	2	assess	assess	VERB
easat-3793	94	3	the	the	DET
easat-3793	94	4	fit	fit	NOUN
easat-3793	94	5	between	between	ADP
easat-3793	94	6	ai	ai	PROPN
easat-3793	94	7	solutions	solution	NOUN
easat-3793	94	8	and	and	CCONJ
easat-3793	94	9	regulatory	regulatory	ADJ
easat-3793	94	10	compliance	compliance	NOUN
easat-3793	94	11	and	and	CCONJ
easat-3793	94	12	ethical	ethical	ADJ
easat-3793	94	13	concerns	concern	NOUN
easat-3793	94	14	.	.	PUNCT
easat-3793	95	1	8313	8313	NUM
easat-3793	95	2	edelweiss	edelweiss	PROPN
easat-3793	95	3	applied	apply	VERB
easat-3793	95	4	science	science	NOUN
easat-3793	95	5	and	and	CCONJ
easat-3793	95	6	technology	technology	NOUN
easat-3793	95	7	issn	issn	PROPN
easat-3793	95	8	:	:	PUNCT
easat-3793	95	9	2576	2576	NUM
easat-3793	95	10	-	-	SYM
easat-3793	95	11	8484	8484	NUM
easat-3793	95	12	vol	vol	NOUN
easat-3793	95	13	.	.	PROPN
easat-3793	95	14	8	8	NUM
easat-3793	95	15	,	,	PUNCT
easat-3793	95	16	no	no	INTJ
easat-3793	95	17	.	.	NOUN
easat-3793	96	1	6	6	NUM
easat-3793	96	2	:	:	SYM
easat-3793	96	3	8308	8308	NUM
easat-3793	96	4	-	-	SYM
easat-3793	96	5	8321	8321	NUM
easat-3793	96	6	,	,	PUNCT
easat-3793	96	7	2024	2024	NUM
easat-3793	96	8	doi	doi	NOUN
easat-3793	96	9	:	:	PUNCT
easat-3793	96	10	10.55214/25768484.v8i6.3793	10.55214/25768484.v8i6.3793	NUM
easat-3793	96	11	©	©	PROPN
easat-3793	96	12	2024	2024	NUM
easat-3793	96	13	by	by	ADP
easat-3793	96	14	the	the	DET
easat-3793	96	15	authors	author	NOUN
easat-3793	96	16	;	;	PUNCT
easat-3793	96	17	licensee	licensee	PROPN
easat-3793	96	18	learning	learning	NOUN
easat-3793	96	19	gate	gate	NOUN
easat-3793	96	20	3	3	PROPN
easat-3793	96	21	.	.	PUNCT
easat-3793	96	22	methodology	methodology	PROPN
easat-3793	96	23	3.1	3.1	NUM
easat-3793	96	24	.	.	PUNCT
easat-3793	97	1	research	research	NOUN
easat-3793	97	2	design	design	VERB
easat-3793	97	3	the	the	DET
easat-3793	97	4	research	research	NOUN
easat-3793	97	5	design	design	NOUN
easat-3793	97	6	is	be	AUX
easat-3793	97	7	mixed	mixed	ADJ
easat-3793	97	8	methods	method	NOUN
easat-3793	97	9	,	,	PUNCT
easat-3793	97	10	using	use	VERB
easat-3793	97	11	both	both	CCONJ
easat-3793	97	12	quantitative	quantitative	ADJ
easat-3793	97	13	and	and	CCONJ
easat-3793	97	14	qualitative	qualitative	ADJ
easat-3793	97	15	approaches	approach	NOUN
easat-3793	97	16	to	to	PART
easat-3793	97	17	comprehensively	comprehensively	ADV
easat-3793	97	18	explore	explore	VERB
easat-3793	97	19	the	the	DET
easat-3793	97	20	impact	impact	NOUN
easat-3793	97	21	of	of	ADP
easat-3793	97	22	artificial	artificial	ADJ
easat-3793	97	23	intelligence	intelligence	NOUN
easat-3793	97	24	(	(	PUNCT
easat-3793	97	25	ai	ai	NOUN
easat-3793	97	26	)	)	PUNCT
easat-3793	97	27	,	,	PUNCT
easat-3793	97	28	data	datum	NOUN
easat-3793	97	29	integration	integration	NOUN
easat-3793	97	30	in	in	ADP
easat-3793	97	31	improving	improve	VERB
easat-3793	97	32	data	datum	NOUN
easat-3793	97	33	protection	protection	NOUN
easat-3793	97	34	in	in	ADP
easat-3793	97	35	digital	digital	ADJ
easat-3793	97	36	public	public	ADJ
easat-3793	97	37	health	health	NOUN
easat-3793	97	38	systems	system	NOUN
easat-3793	97	39	within	within	ADP
easat-3793	97	40	the	the	DET
easat-3793	97	41	u.s	u.s	PROPN
easat-3793	97	42	.	.	PROPN
easat-3793	97	43	to	to	PART
easat-3793	97	44	conduct	conduct	VERB
easat-3793	97	45	a	a	DET
easat-3793	97	46	robust	robust	ADJ
easat-3793	97	47	examination	examination	NOUN
easat-3793	97	48	of	of	ADP
easat-3793	97	49	the	the	DET
easat-3793	97	50	phenomenon	phenomenon	NOUN
easat-3793	97	51	,	,	PUNCT
easat-3793	97	52	a	a	DET
easat-3793	97	53	mixed	mixed	ADJ
easat-3793	97	54	methods	method	NOUN
easat-3793	97	55	approach	approach	NOUN
easat-3793	97	56	is	be	AUX
easat-3793	97	57	selected	select	VERB
easat-3793	97	58	:	:	PUNCT
easat-3793	97	59	empirical	empirical	ADJ
easat-3793	97	60	evidence	evidence	NOUN
easat-3793	97	61	,	,	PUNCT
easat-3793	97	62	expert	expert	ADJ
easat-3793	97	63	perspectives	perspective	NOUN
easat-3793	97	64	,	,	PUNCT
easat-3793	97	65	and	and	CCONJ
easat-3793	97	66	system	system	NOUN
easat-3793	97	67	level	level	NOUN
easat-3793	97	68	analysis	analysis	NOUN
easat-3793	97	69	are	be	AUX
easat-3793	97	70	chosen	choose	VERB
easat-3793	97	71	.	.	PUNCT
easat-3793	98	1	systematic	systematic	ADJ
easat-3793	98	2	data	datum	NOUN
easat-3793	98	3	collection	collection	NOUN
easat-3793	98	4	and	and	CCONJ
easat-3793	98	5	analysis	analysis	NOUN
easat-3793	98	6	to	to	PART
easat-3793	98	7	identify	identify	VERB
easat-3793	98	8	trends	trend	NOUN
easat-3793	98	9	,	,	PUNCT
easat-3793	98	10	patterns	pattern	NOUN
easat-3793	98	11	,	,	PUNCT
easat-3793	98	12	and	and	CCONJ
easat-3793	98	13	measurable	measurable	ADJ
easat-3793	98	14	impact	impact	NOUN
easat-3793	98	15	of	of	ADP
easat-3793	98	16	ai	ai	NOUN
easat-3793	98	17	and	and	CCONJ
easat-3793	98	18	data	datum	NOUN
easat-3793	98	19	integration	integration	NOUN
easat-3793	98	20	into	into	ADP
easat-3793	98	21	health	health	NOUN
easat-3793	98	22	data	datum	NOUN
easat-3793	98	23	protection	protection	NOUN
easat-3793	98	24	.	.	PUNCT
easat-3793	99	1	semi	semi	ADV
easat-3793	99	2	structured	structured	ADJ
easat-3793	99	3	interviews	interview	NOUN
easat-3793	99	4	with	with	ADP
easat-3793	99	5	key	key	ADJ
easat-3793	99	6	stakeholders	stakeholder	NOUN
easat-3793	99	7	to	to	PART
easat-3793	99	8	investigate	investigate	VERB
easat-3793	99	9	perceived	perceive	VERB
easat-3793	99	10	adoption	adoption	NOUN
easat-3793	99	11	of	of	ADP
easat-3793	99	12	ai	ai	PRON
easat-3793	99	13	driven	drive	VERB
easat-3793	99	14	systems	system	NOUN
easat-3793	99	15	,	,	PUNCT
easat-3793	99	16	and	and	CCONJ
easat-3793	99	17	contextual	contextual	ADJ
easat-3793	99	18	constraints	constraint	NOUN
easat-3793	99	19	.	.	PUNCT
easat-3793	100	1	this	this	DET
easat-3793	100	2	case	case	NOUN
easat-3793	100	3	study	study	NOUN
easat-3793	100	4	analysis	analysis	NOUN
easat-3793	100	5	examines	examine	VERB
easat-3793	100	6	typical	typical	ADJ
easat-3793	100	7	real	real	ADJ
easat-3793	100	8	world	world	NOUN
easat-3793	100	9	public	public	ADJ
easat-3793	100	10	health	health	NOUN
easat-3793	100	11	systems	system	NOUN
easat-3793	100	12	that	that	PRON
easat-3793	100	13	leverage	leverage	NOUN
easat-3793	100	14	ai	ai	VERB
easat-3793	100	15	and	and	CCONJ
easat-3793	100	16	integration	integration	NOUN
easat-3793	100	17	of	of	ADP
easat-3793	100	18	data	datum	NOUN
easat-3793	100	19	frameworks	framework	NOUN
easat-3793	100	20	by	by	ADP
easat-3793	100	21	providing	provide	VERB
easat-3793	100	22	deep	deep	ADJ
easat-3793	100	23	practical	practical	ADJ
easat-3793	100	24	insight	insight	NOUN
easat-3793	100	25	,	,	PUNCT
easat-3793	100	26	as	as	ADV
easat-3793	100	27	well	well	ADV
easat-3793	100	28	as	as	ADP
easat-3793	100	29	validating	validate	VERB
easat-3793	100	30	quantitative	quantitative	ADJ
easat-3793	100	31	and	and	CCONJ
easat-3793	100	32	qualitative	qualitative	ADJ
easat-3793	100	33	findings	finding	NOUN
easat-3793	100	34	.	.	PUNCT
easat-3793	101	1	that	that	DET
easat-3793	101	2	approach	approach	NOUN
easat-3793	101	3	to	to	ADP
easat-3793	101	4	data	datum	NOUN
easat-3793	101	5	triangulation	triangulation	NOUN
easat-3793	101	6	and	and	CCONJ
easat-3793	101	7	methods	method	NOUN
easat-3793	101	8	means	mean	VERB
easat-3793	101	9	the	the	DET
easat-3793	101	10	findings	finding	NOUN
easat-3793	101	11	retain	retain	VERB
easat-3793	101	12	credibility	credibility	NOUN
easat-3793	101	13	,	,	PUNCT
easat-3793	101	14	reliability	reliability	NOUN
easat-3793	101	15	and	and	CCONJ
easat-3793	101	16	validity	validity	NOUN
easat-3793	101	17	.	.	PUNCT
easat-3793	102	1	3.2	3.2	NUM
easat-3793	102	2	.	.	PUNCT
easat-3793	103	1	data	datum	NOUN
easat-3793	103	2	collection	collection	NOUN
easat-3793	103	3	methods	method	NOUN
easat-3793	103	4	data	data	VERB
easat-3793	103	5	protection	protection	NOUN
easat-3793	103	6	tools	tool	NOUN
easat-3793	103	7	of	of	ADP
easat-3793	103	8	ai	ai	NOUN
easat-3793	103	9	–	–	PUNCT
easat-3793	103	10	such	such	ADJ
easat-3793	103	11	as	as	ADP
easat-3793	103	12	anomaly	anomaly	NOUN
easat-3793	103	13	detection	detection	NOUN
easat-3793	103	14	and	and	CCONJ
easat-3793	103	15	encryption	encryption	NOUN
easat-3793	103	16	–	–	PUNCT
easat-3793	103	17	are	be	AUX
easat-3793	103	18	studied	study	VERB
easat-3793	103	19	in	in	ADP
easat-3793	103	20	the	the	DET
easat-3793	103	21	survey	survey	NOUN
easat-3793	103	22	.	.	PUNCT
easat-3793	104	1	health	health	NOUN
easat-3793	104	2	information	information	NOUN
easat-3793	104	3	exchanges	exchange	NOUN
easat-3793	104	4	(	(	PUNCT
easat-3793	104	5	hies	hie	NOUN
easat-3793	104	6	)	)	PUNCT
easat-3793	104	7	,	,	PUNCT
easat-3793	104	8	application	application	NOUN
easat-3793	104	9	programming	programming	NOUN
easat-3793	104	10	interfaces	interface	NOUN
easat-3793	104	11	(	(	PUNCT
easat-3793	104	12	apis	apis	ADJ
easat-3793	104	13	)	)	PUNCT
easat-3793	104	14	and	and	CCONJ
easat-3793	104	15	cloud	cloud	NOUN
easat-3793	104	16	platforms	platform	NOUN
easat-3793	104	17	are	be	AUX
easat-3793	104	18	the	the	DET
easat-3793	104	19	used	use	VERB
easat-3793	104	20	data	data	NOUN
easat-3793	104	21	integration	integration	NOUN
easat-3793	104	22	frameworks	framework	NOUN
easat-3793	104	23	.	.	PUNCT
easat-3793	105	1	important	important	ADJ
easat-3793	105	2	metrics	metric	NOUN
easat-3793	105	3	also	also	ADV
easat-3793	105	4	include	include	VERB
easat-3793	105	5	data	datum	NOUN
easat-3793	105	6	breach	breach	NOUN
easat-3793	105	7	rates	rate	NOUN
easat-3793	105	8	before	before	ADP
easat-3793	105	9	and	and	CCONJ
easat-3793	105	10	after	after	ADP
easat-3793	105	11	the	the	DET
easat-3793	105	12	deployment	deployment	NOUN
easat-3793	105	13	of	of	ADP
easat-3793	105	14	ai	ai	PRON
easat-3793	105	15	based	base	VERB
easat-3793	105	16	systems	system	NOUN
easat-3793	105	17	,	,	PUNCT
easat-3793	105	18	and	and	CCONJ
easat-3793	105	19	the	the	DET
easat-3793	105	20	time	time	NOUN
easat-3793	105	21	it	it	PRON
easat-3793	105	22	takes	take	VERB
easat-3793	105	23	to	to	PART
easat-3793	105	24	respond	respond	VERB
easat-3793	105	25	to	to	ADP
easat-3793	105	26	threats	threat	NOUN
easat-3793	105	27	,	,	PUNCT
easat-3793	105	28	and	and	CCONJ
easat-3793	105	29	the	the	DET
easat-3793	105	30	degree	degree	NOUN
easat-3793	105	31	to	to	PART
easat-3793	105	32	which	which	PRON
easat-3793	105	33	systems	system	NOUN
easat-3793	105	34	communicate	communicate	VERB
easat-3793	105	35	with	with	ADP
easat-3793	105	36	regulatory	regulatory	ADJ
easat-3793	105	37	compliance	compliance	NOUN
easat-3793	105	38	[	[	X
easat-3793	105	39	12	12	NUM
easat-3793	105	40	]	]	PUNCT
easat-3793	105	41	.	.	PUNCT
easat-3793	106	1	figure	figure	NOUN
easat-3793	106	2	4	4	NUM
easat-3793	106	3	.	.	PUNCT
easat-3793	106	4	anomalies	anomaly	NOUN
easat-3793	106	5	detection	detection	NOUN
easat-3793	106	6	overtime	overtime	NOUN
easat-3793	106	7	.	.	PUNCT
easat-3793	107	1	the	the	DET
easat-3793	107	2	secondary	secondary	ADJ
easat-3793	107	3	source	source	NOUN
easat-3793	107	4	of	of	ADP
easat-3793	107	5	data	datum	NOUN
easat-3793	107	6	was	be	AUX
easat-3793	107	7	obtained	obtain	VERB
easat-3793	107	8	from	from	ADP
easat-3793	107	9	publicly	publicly	ADV
easat-3793	107	10	available	available	ADJ
easat-3793	107	11	reports	report	NOUN
easat-3793	107	12	(	(	PUNCT
easat-3793	107	13	e.g.	e.g.	ADV
easat-3793	107	14	,	,	PUNCT
easat-3793	107	15	cybersecurity	cybersecurity	NOUN
easat-3793	107	16	incident	incident	NOUN
easat-3793	107	17	databases	database	NOUN
easat-3793	107	18	(	(	PUNCT
easat-3793	107	19	e.g.	e.g.	ADV
easat-3793	107	20	hhs	hhs	PROPN
easat-3793	107	21	breach	breach	NOUN
easat-3793	107	22	portal	portal	PROPN
easat-3793	107	23	)	)	PUNCT
easat-3793	107	24	;	;	PUNCT
easat-3793	107	25	public	public	ADJ
easat-3793	107	26	health	health	NOUN
easat-3793	107	27	agency	agency	NOUN
easat-3793	107	28	records	record	NOUN
easat-3793	107	29	;	;	PUNCT
easat-3793	107	30	and	and	CCONJ
easat-3793	107	31	peer	peer	NOUN
easat-3793	107	32	reviewed	review	VERB
easat-3793	107	33	papers	paper	NOUN
easat-3793	107	34	covering	cover	VERB
easat-3793	107	35	performance	performance	NOUN
easat-3793	107	36	metric	metric	ADJ
easat-3793	107	37	of	of	ADP
easat-3793	107	38	ai	ai	NOUN
easat-3793	107	39	and	and	CCONJ
easat-3793	107	40	integrated	integrated	ADJ
easat-3793	107	41	systems	system	NOUN
easat-3793	107	42	.	.	PUNCT
easat-3793	108	1	these	these	DET
easat-3793	108	2	metrics	metric	NOUN
easat-3793	108	3	include	include	VERB
easat-3793	108	4	breach	breach	NOUN
easat-3793	108	5	incident	incident	NOUN
easat-3793	108	6	rates	rate	NOUN
easat-3793	108	7	(	(	PUNCT
easat-3793	108	8	with	with	ADP
easat-3793	108	9	and	and	CCONJ
easat-3793	108	10	without	without	ADP
easat-3793	108	11	implementation	implementation	NOUN
easat-3793	108	12	of	of	ADP
easat-3793	108	13	the	the	DET
easat-3793	108	14	ai	ai	NOUN
easat-3793	108	15	)	)	PUNCT
easat-3793	108	16	,	,	PUNCT
easat-3793	108	17	data	datum	NOUN
easat-3793	108	18	security	security	NOUN
easat-3793	108	19	response	response	NOUN
easat-3793	108	20	times	time	NOUN
easat-3793	108	21	,	,	PUNCT
easat-3793	108	22	hipaa	hipaa	NOUN
easat-3793	108	23	or	or	CCONJ
easat-3793	108	24	other	other	ADJ
easat-3793	108	25	state	state	NOUN
easat-3793	108	26	level	level	NOUN
easat-3793	108	27	8314	8314	NUM
easat-3793	108	28	edelweiss	edelweiss	PROPN
easat-3793	108	29	applied	apply	VERB
easat-3793	108	30	science	science	NOUN
easat-3793	108	31	and	and	CCONJ
easat-3793	108	32	technology	technology	NOUN
easat-3793	108	33	issn	issn	PROPN
easat-3793	108	34	:	:	PUNCT
easat-3793	108	35	2576	2576	NUM
easat-3793	108	36	-	-	SYM
easat-3793	108	37	8484	8484	NUM
easat-3793	108	38	vol	vol	NOUN
easat-3793	108	39	.	.	PROPN
easat-3793	108	40	8	8	NUM
easat-3793	108	41	,	,	PUNCT
easat-3793	108	42	no	no	INTJ
easat-3793	108	43	.	.	NOUN
easat-3793	108	44	6	6	NUM
easat-3793	108	45	:	:	SYM
easat-3793	108	46	8308	8308	NUM
easat-3793	108	47	-	-	SYM
easat-3793	108	48	8321	8321	NUM
easat-3793	108	49	,	,	PUNCT
easat-3793	108	50	2024	2024	NUM
easat-3793	108	51	doi	doi	NOUN
easat-3793	108	52	:	:	PUNCT
easat-3793	108	53	10.55214/25768484.v8i6.3793	10.55214/25768484.v8i6.3793	NUM
easat-3793	108	54	©	©	PROPN
easat-3793	108	55	2024	2024	NUM
easat-3793	108	56	by	by	ADP
easat-3793	108	57	the	the	DET
easat-3793	108	58	authors	author	NOUN
easat-3793	108	59	;	;	PUNCT
easat-3793	108	60	licensee	licensee	PROPN
easat-3793	108	61	learning	learn	VERB
easat-3793	108	62	gate	gate	NOUN
easat-3793	108	63	framework	framework	NOUN
easat-3793	108	64	compliance	compliance	NOUN
easat-3793	108	65	scores	score	NOUN
easat-3793	108	66	,	,	PUNCT
easat-3793	108	67	and	and	CCONJ
easat-3793	108	68	data	datum	NOUN
easat-3793	108	69	interoperability	interoperability	NOUN
easat-3793	108	70	scores	score	NOUN
easat-3793	108	71	(	(	PUNCT
easat-3793	108	72	measured	measure	VERB
easat-3793	108	73	using	use	VERB
easat-3793	108	74	the	the	DET
easat-3793	108	75	data	datum	NOUN
easat-3793	108	76	exchange	exchange	NOUN
easat-3793	108	77	success	success	NOUN
easat-3793	108	78	rate	rate	NOUN
easat-3793	108	79	)	)	PUNCT
easat-3793	109	1	[	[	X
easat-3793	109	2	13	13	NUM
easat-3793	109	3	]	]	PUNCT
easat-3793	109	4	.	.	PUNCT
easat-3793	110	1	quantitative	quantitative	ADJ
easat-3793	110	2	data	datum	NOUN
easat-3793	110	3	is	be	AUX
easat-3793	110	4	to	to	PART
easat-3793	110	5	be	be	AUX
easat-3793	110	6	supplemented	supplement	VERB
easat-3793	110	7	with	with	ADP
easat-3793	110	8	qualitative	qualitative	ADJ
easat-3793	110	9	data	datum	NOUN
easat-3793	110	10	.	.	PUNCT
easat-3793	111	1	twenty	twenty	NUM
easat-3793	111	2	to	to	PART
easat-3793	111	3	twenty	twenty	NUM
easat-3793	111	4	-	-	PUNCT
easat-3793	111	5	five	five	NUM
easat-3793	111	6	key	key	ADJ
easat-3793	111	7	stakeholders	stakeholder	NOUN
easat-3793	111	8	will	will	AUX
easat-3793	111	9	be	be	AUX
easat-3793	111	10	semi	semi	ADJ
easat-3793	111	11	-	-	ADJ
easat-3793	111	12	structured	structured	ADJ
easat-3793	111	13	interviewed	interview	VERB
easat-3793	111	14	from	from	ADP
easat-3793	111	15	a	a	DET
easat-3793	111	16	limited	limited	ADJ
easat-3793	111	17	sample	sample	NOUN
easat-3793	111	18	from	from	ADP
easat-3793	111	19	agencies	agency	NOUN
easat-3793	111	20	at	at	ADP
easat-3793	111	21	the	the	DET
easat-3793	111	22	federal	federal	ADJ
easat-3793	111	23	and	and	CCONJ
easat-3793	111	24	state	state	NOUN
easat-3793	111	25	levels	level	NOUN
easat-3793	111	26	public	public	ADJ
easat-3793	111	27	health	health	NOUN
easat-3793	111	28	,	,	PUNCT
easat-3793	111	29	health	health	NOUN
easat-3793	111	30	care	care	NOUN
easat-3793	111	31	it	it	PRON
easat-3793	111	32	,	,	PUNCT
easat-3793	111	33	chief	chief	ADJ
easat-3793	111	34	information	information	NOUN
easat-3793	111	35	security	security	NOUN
easat-3793	111	36	officers	officer	NOUN
easat-3793	111	37	(	(	PUNCT
easat-3793	111	38	cisos	cisos	NOUN
easat-3793	111	39	)	)	PUNCT
easat-3793	111	40	,	,	PUNCT
easat-3793	111	41	experts	expert	NOUN
easat-3793	111	42	on	on	ADP
easat-3793	111	43	ai	ai	NOUN
easat-3793	111	44	and	and	CCONJ
easat-3793	111	45	cybersecurity	cybersecurity	NOUN
easat-3793	111	46	,	,	PUNCT
easat-3793	111	47	policymakers	policymaker	NOUN
easat-3793	111	48	,	,	PUNCT
easat-3793	111	49	and	and	CCONJ
easat-3793	111	50	data	datum	NOUN
easat-3793	111	51	governance	governance	NOUN
easat-3793	111	52	professionals	professional	NOUN
easat-3793	111	53	.	.	PUNCT
easat-3793	112	1	[	[	X
easat-3793	112	2	14	14	NUM
easat-3793	112	3	]	]	SYM
easat-3793	112	4	.	.	PUNCT
easat-3793	113	1	3.3	3.3	NUM
easat-3793	113	2	.	.	PUNCT
easat-3793	114	1	data	datum	NOUN
easat-3793	114	2	analysis	analysis	NOUN
easat-3793	114	3	methods	method	NOUN
easat-3793	114	4	this	this	DET
easat-3793	114	5	research	research	NOUN
easat-3793	114	6	combines	combine	VERB
easat-3793	114	7	qualitative	qualitative	ADJ
easat-3793	114	8	interviews	interview	NOUN
easat-3793	114	9	and	and	CCONJ
easat-3793	114	10	in	in	ADP
easat-3793	114	11	-	-	PUNCT
easat-3793	114	12	depth	depth	NOUN
easat-3793	114	13	case	case	NOUN
easat-3793	114	14	studies	study	NOUN
easat-3793	114	15	with	with	ADP
easat-3793	114	16	analysis	analysis	NOUN
easat-3793	114	17	on	on	ADP
easat-3793	114	18	quantitative	quantitative	ADJ
easat-3793	114	19	data	datum	NOUN
easat-3793	114	20	,	,	PUNCT
easat-3793	114	21	using	use	VERB
easat-3793	114	22	a	a	DET
easat-3793	114	23	methodical	methodical	ADJ
easat-3793	114	24	,	,	PUNCT
easat-3793	114	25	multi	multi	ADJ
easat-3793	114	26	phased	phase	VERB
easat-3793	114	27	mixed	mixed	ADJ
easat-3793	114	28	methods	method	NOUN
easat-3793	114	29	approach	approach	NOUN
easat-3793	114	30	.	.	PUNCT
easat-3793	115	1	utilizing	utilize	VERB
easat-3793	115	2	stringent	stringent	ADJ
easat-3793	115	3	methodologies	methodology	NOUN
easat-3793	115	4	and	and	CCONJ
easat-3793	115	5	ethics	ethic	NOUN
easat-3793	115	6	to	to	PART
easat-3793	115	7	provide	provide	VERB
easat-3793	115	8	a	a	DET
easat-3793	115	9	complete	complete	ADJ
easat-3793	115	10	,	,	PUNCT
easat-3793	115	11	evidence	evidence	NOUN
easat-3793	115	12	-	-	PUNCT
easat-3793	115	13	based	base	VERB
easat-3793	115	14	analysis	analysis	NOUN
easat-3793	115	15	of	of	ADP
easat-3793	115	16	the	the	DET
easat-3793	115	17	impact	impact	NOUN
easat-3793	115	18	of	of	ADP
easat-3793	115	19	ai	ai	NOUN
easat-3793	115	20	and	and	CCONJ
easat-3793	115	21	data	datum	NOUN
easat-3793	115	22	integration	integration	NOUN
easat-3793	115	23	in	in	ADP
easat-3793	115	24	optimizing	optimize	VERB
easat-3793	115	25	data	datum	NOUN
easat-3793	115	26	protection	protection	NOUN
easat-3793	115	27	within	within	ADP
easat-3793	115	28	u.s	u.s	PROPN
easat-3793	115	29	.	.	PROPN
easat-3793	115	30	digital	digital	ADJ
easat-3793	115	31	public	public	ADJ
easat-3793	115	32	health	health	NOUN
easat-3793	115	33	systems	system	NOUN
easat-3793	115	34	.	.	PUNCT
easat-3793	116	1	descriptive	descriptive	ADJ
easat-3793	116	2	and	and	CCONJ
easat-3793	116	3	inferential	inferential	ADJ
easat-3793	116	4	statistical	statistical	ADJ
easat-3793	116	5	techniques	technique	NOUN
easat-3793	116	6	are	be	AUX
easat-3793	116	7	applied	apply	VERB
easat-3793	116	8	to	to	PART
easat-3793	116	9	examine	examine	VERB
easat-3793	116	10	quantitative	quantitative	ADJ
easat-3793	116	11	data	datum	NOUN
easat-3793	116	12	.	.	PUNCT
easat-3793	117	1	metrics	metric	NOUN
easat-3793	117	2	such	such	ADJ
easat-3793	117	3	as	as	ADP
easat-3793	117	4	breach	breach	NOUN
easat-3793	117	5	incidence	incidence	NOUN
easat-3793	117	6	rates	rate	NOUN
easat-3793	117	7	,	,	PUNCT
easat-3793	117	8	compliance	compliance	NOUN
easat-3793	117	9	scores	score	NOUN
easat-3793	117	10	,	,	PUNCT
easat-3793	117	11	and	and	CCONJ
easat-3793	117	12	response	response	NOUN
easat-3793	117	13	times	time	NOUN
easat-3793	117	14	are	be	AUX
easat-3793	117	15	summarized	summarize	VERB
easat-3793	117	16	in	in	ADP
easat-3793	117	17	descriptive	descriptive	ADJ
easat-3793	117	18	statistics	statistic	NOUN
easat-3793	117	19	that	that	PRON
easat-3793	117	20	trend	trend	NOUN
easat-3793	117	21	and	and	CCONJ
easat-3793	117	22	pattern	pattern	NOUN
easat-3793	117	23	,	,	PUNCT
easat-3793	117	24	as	as	SCONJ
easat-3793	117	25	do	do	VERB
easat-3793	117	26	trends	trend	NOUN
easat-3793	117	27	identified	identify	VERB
easat-3793	117	28	in	in	ADP
easat-3793	117	29	the	the	DET
easat-3793	117	30	narratives	narrative	NOUN
easat-3793	117	31	.	.	PUNCT
easat-3793	118	1	using	use	VERB
easat-3793	118	2	inferential	inferential	ADJ
easat-3793	118	3	statistics	statistic	NOUN
easat-3793	118	4	,	,	PUNCT
easat-3793	118	5	such	such	ADJ
easat-3793	118	6	as	as	ADP
easat-3793	118	7	paired	pair	VERB
easat-3793	118	8	t	t	NOUN
easat-3793	118	9	tests	test	NOUN
easat-3793	118	10	and	and	CCONJ
easat-3793	118	11	regression	regression	NOUN
easat-3793	118	12	models	model	NOUN
easat-3793	118	13	,	,	PUNCT
easat-3793	118	14	the	the	DET
easat-3793	118	15	pre	pre	NOUN
easat-3793	118	16	and	and	CCONJ
easat-3793	118	17	post	post	VERB
easat-3793	118	18	ai	ai	VERB
easat-3793	118	19	outcome	outcome	NOUN
easat-3793	118	20	results	result	NOUN
easat-3793	118	21	are	be	AUX
easat-3793	118	22	assessed	assess	VERB
easat-3793	118	23	as	as	ADP
easat-3793	118	24	to	to	ADP
easat-3793	118	25	the	the	DET
easat-3793	118	26	statistical	statistical	ADJ
easat-3793	118	27	significance	significance	NOUN
easat-3793	118	28	of	of	ADP
easat-3793	118	29	improved	improved	ADJ
easat-3793	118	30	data	datum	NOUN
easat-3793	118	31	protection	protection	NOUN
easat-3793	118	32	and	and	CCONJ
easat-3793	118	33	compliance	compliance	NOUN
easat-3793	118	34	.	.	PUNCT
easat-3793	119	1	such	such	ADJ
easat-3793	119	2	software	software	NOUN
easat-3793	119	3	is	be	AUX
easat-3793	119	4	spss	spss	ADJ
easat-3793	119	5	or	or	CCONJ
easat-3793	119	6	r	r	NOUN
easat-3793	119	7	,	,	PUNCT
easat-3793	119	8	and	and	CCONJ
easat-3793	119	9	statistical	statistical	ADJ
easat-3793	119	10	analysis	analysis	NOUN
easat-3793	119	11	is	be	AUX
easat-3793	119	12	performed	perform	VERB
easat-3793	119	13	,	,	PUNCT
easat-3793	119	14	guaranteeing	guarantee	VERB
easat-3793	119	15	the	the	DET
easat-3793	119	16	rigor	rigor	NOUN
easat-3793	119	17	and	and	CCONJ
easat-3793	119	18	reproducibility	reproducibility	NOUN
easat-3793	119	19	[	[	X
easat-3793	119	20	15	15	NUM
easat-3793	119	21	]	]	PUNCT
easat-3793	119	22	.	.	PUNCT
easat-3793	120	1	figure	figure	NOUN
easat-3793	120	2	5	5	NUM
easat-3793	120	3	.	.	PUNCT
easat-3793	120	4	data	datum	NOUN
easat-3793	120	5	collection	collection	NOUN
easat-3793	120	6	flow	flow	NOUN
easat-3793	120	7	diagram	diagram	NOUN
easat-3793	120	8	.	.	PUNCT
easat-3793	121	1	a	a	DET
easat-3793	121	2	convergent	convergent	NOUN
easat-3793	121	3	triangulation	triangulation	NOUN
easat-3793	121	4	approach	approach	NOUN
easat-3793	121	5	is	be	AUX
easat-3793	121	6	used	use	VERB
easat-3793	121	7	to	to	PART
easat-3793	121	8	integrate	integrate	VERB
easat-3793	121	9	results	result	NOUN
easat-3793	121	10	from	from	ADP
easat-3793	121	11	(	(	PUNCT
easat-3793	121	12	quantitative	quantitative	ADJ
easat-3793	121	13	and	and	CCONJ
easat-3793	121	14	qualitative	qualitative	ADJ
easat-3793	121	15	)	)	PUNCT
easat-3793	121	16	analyses	analysis	NOUN
easat-3793	121	17	.	.	PUNCT
easat-3793	122	1	whereas	whereas	SCONJ
easat-3793	122	2	qualitative	qualitative	ADJ
easat-3793	122	3	findings	finding	NOUN
easat-3793	122	4	add	add	VERB
easat-3793	122	5	depth	depth	NOUN
easat-3793	122	6	and	and	CCONJ
easat-3793	122	7	context	context	NOUN
easat-3793	122	8	for	for	ADP
easat-3793	122	9	these	these	DET
easat-3793	122	10	ai	ai	PROPN
easat-3793	122	11	outcome	outcome	NOUN
easat-3793	122	12	data	datum	NOUN
easat-3793	122	13	,	,	PUNCT
easat-3793	122	14	quantitative	quantitative	ADJ
easat-3793	122	15	data	datum	NOUN
easat-3793	122	16	provides	provide	VERB
easat-3793	122	17	measurable	measurable	ADJ
easat-3793	122	18	evidence	evidence	NOUN
easat-3793	122	19	of	of	ADP
easat-3793	122	20	ai	ai	PROPN
easat-3793	122	21	’s	’s	PART
easat-3793	122	22	impact	impact	NOUN
easat-3793	122	23	.	.	PUNCT
easat-3793	123	1	together	together	ADV
easat-3793	123	2	the	the	DET
easat-3793	123	3	two	two	NUM
easat-3793	123	4	strands	strand	NOUN
easat-3793	123	5	integrate	integrate	VERB
easat-3793	123	6	to	to	PART
easat-3793	123	7	offer	offer	VERB
easat-3793	123	8	an	an	DET
easat-3793	123	9	understanding	understanding	NOUN
easat-3793	123	10	of	of	ADP
easat-3793	123	11	how	how	SCONJ
easat-3793	123	12	ai	ai	VERB
easat-3793	123	13	and	and	CCONJ
easat-3793	123	14	data	datum	NOUN
easat-3793	123	15	integration	integration	NOUN
easat-3793	123	16	can	can	AUX
easat-3793	123	17	make	make	VERB
easat-3793	123	18	data	data	NOUN
easat-3793	123	19	protection	protection	NOUN
easat-3793	123	20	better	well	ADV
easat-3793	123	21	.	.	PUNCT
easat-3793	124	1	before	before	ADP
easat-3793	124	2	full	full	ADJ
easat-3793	124	3	scale	scale	NOUN
easat-3793	124	4	8315	8315	NUM
easat-3793	124	5	edelweiss	edelweiss	PROPN
easat-3793	124	6	applied	apply	VERB
easat-3793	124	7	science	science	NOUN
easat-3793	124	8	and	and	CCONJ
easat-3793	124	9	technology	technology	NOUN
easat-3793	124	10	issn	issn	PROPN
easat-3793	124	11	:	:	PUNCT
easat-3793	124	12	2576	2576	NUM
easat-3793	124	13	-	-	SYM
easat-3793	124	14	8484	8484	NUM
easat-3793	124	15	vol	vol	NOUN
easat-3793	124	16	.	.	PROPN
easat-3793	124	17	8	8	NUM
easat-3793	124	18	,	,	PUNCT
easat-3793	124	19	no	no	INTJ
easat-3793	124	20	.	.	NOUN
easat-3793	124	21	6	6	NUM
easat-3793	124	22	:	:	SYM
easat-3793	124	23	8308	8308	NUM
easat-3793	124	24	-	-	SYM
easat-3793	124	25	8321	8321	NUM
easat-3793	124	26	,	,	PUNCT
easat-3793	124	27	2024	2024	NUM
easat-3793	124	28	doi	doi	NOUN
easat-3793	124	29	:	:	PUNCT
easat-3793	124	30	10.55214/25768484.v8i6.3793	10.55214/25768484.v8i6.3793	NUM
easat-3793	124	31	©	©	PROPN
easat-3793	124	32	2024	2024	NUM
easat-3793	124	33	by	by	ADP
easat-3793	124	34	the	the	DET
easat-3793	124	35	authors	author	NOUN
easat-3793	124	36	;	;	PUNCT
easat-3793	124	37	licensee	licensee	PROPN
easat-3793	124	38	learning	learn	VERB
easat-3793	124	39	gate	gate	PROPN
easat-3793	124	40	deployment	deployment	NOUN
easat-3793	124	41	surveys	survey	NOUN
easat-3793	124	42	are	be	AUX
easat-3793	124	43	subjected	subject	VERB
easat-3793	124	44	to	to	PART
easat-3793	124	45	pilot	pilot	VERB
easat-3793	124	46	testing	testing	NOUN
easat-3793	124	47	to	to	PART
easat-3793	124	48	ensure	ensure	VERB
easat-3793	124	49	reliable	reliable	ADJ
easat-3793	124	50	data	datum	NOUN
easat-3793	124	51	.	.	PUNCT
easat-3793	125	1	with	with	ADP
easat-3793	125	2	multiple	multiple	ADJ
easat-3793	125	3	records	record	NOUN
easat-3793	125	4	on	on	ADP
easat-3793	125	5	secondary	secondary	ADJ
easat-3793	125	6	data	datum	NOUN
easat-3793	125	7	sources	source	NOUN
easat-3793	125	8	,	,	PUNCT
easat-3793	125	9	this	this	DET
easat-3793	125	10	data	data	NOUN
easat-3793	125	11	source	source	NOUN
easat-3793	125	12	is	be	AUX
easat-3793	125	13	cross	cross	NOUN
easat-3793	125	14	validated	validate	VERB
easat-3793	125	15	to	to	PART
easat-3793	125	16	verify	verify	VERB
easat-3793	125	17	its	its	PRON
easat-3793	125	18	accuracy	accuracy	NOUN
easat-3793	125	19	and	and	CCONJ
easat-3793	125	20	consistency	consistency	NOUN
easat-3793	126	1	[	[	X
easat-3793	126	2	16	16	NUM
easat-3793	126	3	]	]	PUNCT
easat-3793	126	4	.	.	PUNCT
easat-3793	127	1	3.4	3.4	NUM
easat-3793	127	2	.	.	PUNCT
easat-3793	128	1	ethical	ethical	ADJ
easat-3793	128	2	considerations	consideration	NOUN
easat-3793	128	3	in	in	ADP
easat-3793	128	4	this	this	DET
easat-3793	128	5	work	work	NOUN
easat-3793	128	6	,	,	PUNCT
easat-3793	128	7	ethical	ethical	ADJ
easat-3793	128	8	issues	issue	NOUN
easat-3793	128	9	are	be	AUX
easat-3793	128	10	very	very	ADV
easat-3793	128	11	important	important	ADJ
easat-3793	128	12	since	since	SCONJ
easat-3793	128	13	we	we	PRON
easat-3793	128	14	deal	deal	VERB
easat-3793	128	15	with	with	ADP
easat-3793	128	16	sensitive	sensitive	ADJ
easat-3793	128	17	health	health	NOUN
easat-3793	128	18	data	datum	NOUN
easat-3793	128	19	,	,	PUNCT
easat-3793	128	20	complex	complex	ADJ
easat-3793	128	21	ai	ai	NOUN
easat-3793	128	22	systems	system	NOUN
easat-3793	128	23	and	and	CCONJ
easat-3793	128	24	human	human	ADJ
easat-3793	128	25	subjects	subject	NOUN
easat-3793	128	26	.	.	PUNCT
easat-3793	129	1	this	this	DET
easat-3793	129	2	study	study	NOUN
easat-3793	129	3	adopts	adopt	VERB
easat-3793	129	4	established	establish	VERB
easat-3793	129	5	ethical	ethical	ADJ
easat-3793	129	6	guidelines	guideline	NOUN
easat-3793	129	7	to	to	PART
easat-3793	129	8	protect	protect	VERB
easat-3793	129	9	the	the	DET
easat-3793	129	10	safety	safety	NOUN
easat-3793	129	11	,	,	PUNCT
easat-3793	129	12	confidentiality	confidentiality	NOUN
easat-3793	129	13	and	and	CCONJ
easat-3793	129	14	the	the	DET
easat-3793	129	15	well	well	ADV
easat-3793	129	16	-	-	PUNCT
easat-3793	129	17	informed	inform	VERB
easat-3793	129	18	participation	participation	NOUN
easat-3793	129	19	of	of	ADP
easat-3793	129	20	every	every	DET
easat-3793	129	21	stakeholder	stakeholder	NOUN
easat-3793	129	22	.	.	PUNCT
easat-3793	130	1	these	these	PRON
easat-3793	130	2	are	be	AUX
easat-3793	130	3	the	the	DET
easat-3793	130	4	guiding	guide	VERB
easat-3793	130	5	ethical	ethical	ADJ
easat-3793	130	6	principles	principle	NOUN
easat-3793	130	7	of	of	ADP
easat-3793	130	8	this	this	DET
easat-3793	130	9	research	research	NOUN
easat-3793	130	10	.	.	PUNCT
easat-3793	131	1	this	this	PRON
easat-3793	131	2	is	be	AUX
easat-3793	131	3	an	an	DET
easat-3793	131	4	ethically	ethically	ADV
easat-3793	131	5	sound	sound	ADJ
easat-3793	131	6	study	study	NOUN
easat-3793	131	7	in	in	ADP
easat-3793	131	8	that	that	SCONJ
easat-3793	131	9	we	we	PRON
easat-3793	131	10	have	have	AUX
easat-3793	131	11	obtained	obtain	VERB
easat-3793	131	12	the	the	DET
easat-3793	131	13	consent	consent	NOUN
easat-3793	131	14	from	from	ADP
easat-3793	131	15	all	all	DET
easat-3793	131	16	participants	participant	NOUN
easat-3793	131	17	,	,	PUNCT
easat-3793	131	18	follow	follow	VERB
easat-3793	131	19	confidentiality	confidentiality	NOUN
easat-3793	131	20	of	of	ADP
easat-3793	131	21	data	datum	NOUN
easat-3793	131	22	,	,	PUNCT
easat-3793	131	23	mitigate	mitigate	VERB
easat-3793	131	24	risk	risk	NOUN
easat-3793	131	25	,	,	PUNCT
easat-3793	131	26	and	and	CCONJ
easat-3793	131	27	stand	stand	VERB
easat-3793	131	28	by	by	ADP
easat-3793	131	29	u.s	u.s	PROPN
easat-3793	131	30	.	.	PROPN
easat-3793	131	31	regulatory	regulatory	ADJ
easat-3793	131	32	frameworks	framework	NOUN
easat-3793	131	33	.	.	PUNCT
easat-3793	132	1	it	it	PRON
easat-3793	132	2	encourages	encourage	VERB
easat-3793	132	3	trusting	trust	VERB
easat-3793	132	4	for	for	ADP
easat-3793	132	5	participants	participant	NOUN
easat-3793	132	6	and	and	CCONJ
easat-3793	132	7	stakeholders	stakeholder	NOUN
easat-3793	132	8	by	by	ADP
easat-3793	132	9	combining	combine	VERB
easat-3793	132	10	research	research	NOUN
easat-3793	132	11	transparency	transparency	NOUN
easat-3793	132	12	with	with	ADP
easat-3793	132	13	the	the	DET
easat-3793	132	14	protection	protection	NOUN
easat-3793	132	15	of	of	ADP
easat-3793	132	16	sensitive	sensitive	ADJ
easat-3793	132	17	health	health	NOUN
easat-3793	132	18	related	relate	VERB
easat-3793	132	19	data	datum	NOUN
easat-3793	132	20	and	and	CCONJ
easat-3793	132	21	should	should	AUX
easat-3793	132	22	be	be	AUX
easat-3793	132	23	used	use	VERB
easat-3793	132	24	in	in	ADP
easat-3793	132	25	ethically	ethically	ADV
easat-3793	132	26	grounded	ground	VERB
easat-3793	132	27	public	public	ADJ
easat-3793	132	28	health	health	NOUN
easat-3793	132	29	advancement	advancement	NOUN
easat-3793	132	30	.	.	PUNCT
easat-3793	133	1	the	the	DET
easat-3793	133	2	study	study	NOUN
easat-3793	133	3	will	will	AUX
easat-3793	133	4	review	review	VERB
easat-3793	133	5	carefully	carefully	ADV
easat-3793	133	6	and	and	CCONJ
easat-3793	133	7	pre	pre	VERB
easat-3793	133	8	-	-	VERB
easat-3793	133	9	approve	approve	VERB
easat-3793	133	10	the	the	DET
easat-3793	133	11	irb	irb	NOUN
easat-3793	133	12	of	of	ADP
easat-3793	133	13	the	the	DET
easat-3793	133	14	associated	associated	ADJ
easat-3793	133	15	institution	institution	NOUN
easat-3793	133	16	before	before	ADP
easat-3793	133	17	initiating	initiate	VERB
easat-3793	133	18	data	datum	NOUN
easat-3793	133	19	collection	collection	NOUN
easat-3793	133	20	.	.	PUNCT
easat-3793	134	1	it	it	PRON
easat-3793	134	2	allows	allow	VERB
easat-3793	134	3	us	we	PRON
easat-3793	134	4	to	to	PART
easat-3793	134	5	review	review	VERB
easat-3793	134	6	research	research	NOUN
easat-3793	134	7	concerned	concern	VERB
easat-3793	134	8	with	with	ADP
easat-3793	134	9	human	human	ADJ
easat-3793	134	10	participants	participant	NOUN
easat-3793	134	11	from	from	ADP
easat-3793	134	12	an	an	DET
easat-3793	134	13	ethical	ethical	ADJ
easat-3793	134	14	standpoint	standpoint	NOUN
easat-3793	134	15	at	at	ADP
easat-3793	134	16	both	both	CCONJ
easat-3793	134	17	national	national	ADJ
easat-3793	134	18	and	and	CCONJ
easat-3793	134	19	international	international	ADJ
easat-3793	134	20	levels	level	NOUN
easat-3793	134	21	[	[	X
easat-3793	134	22	17	17	NUM
easat-3793	134	23	]	]	PUNCT
easat-3793	134	24	.	.	PUNCT
easat-3793	135	1	4	4	X
easat-3793	135	2	.	.	NOUN
easat-3793	135	3	results	result	NOUN
easat-3793	135	4	and	and	CCONJ
easat-3793	135	5	discussion	discussion	NOUN
easat-3793	135	6	4.1	4.1	NUM
easat-3793	135	7	.	.	PUNCT
easat-3793	136	1	overview	overview	NOUN
easat-3793	136	2	of	of	ADP
easat-3793	136	3	key	key	ADJ
easat-3793	136	4	findings	finding	NOUN
easat-3793	136	5	this	this	DET
easat-3793	136	6	research	research	NOUN
easat-3793	136	7	focused	focus	VERB
easat-3793	136	8	on	on	ADP
easat-3793	136	9	the	the	DET
easat-3793	136	10	turf	turf	NOUN
easat-3793	136	11	where	where	SCONJ
easat-3793	136	12	artificial	artificial	ADJ
easat-3793	136	13	intelligence	intelligence	NOUN
easat-3793	136	14	(	(	PUNCT
easat-3793	136	15	ai	ai	NOUN
easat-3793	136	16	)	)	PUNCT
easat-3793	136	17	and	and	CCONJ
easat-3793	136	18	data	datum	NOUN
easat-3793	136	19	integration	integration	NOUN
easat-3793	136	20	mechanisms	mechanism	NOUN
easat-3793	136	21	proceed	proceed	VERB
easat-3793	136	22	to	to	PART
easat-3793	136	23	enhance	enhance	VERB
easat-3793	136	24	data	datum	NOUN
easat-3793	136	25	security	security	NOUN
easat-3793	136	26	within	within	ADP
easat-3793	136	27	the	the	DET
easat-3793	136	28	american	american	ADJ
easat-3793	136	29	digital	digital	PROPN
easat-3793	136	30	public	public	ADJ
easat-3793	136	31	health	health	NOUN
easat-3793	136	32	systems	system	NOUN
easat-3793	136	33	.	.	PUNCT
easat-3793	137	1	there	there	PRON
easat-3793	137	2	were	be	VERB
easat-3793	137	3	several	several	ADJ
easat-3793	137	4	important	important	ADJ
easat-3793	137	5	advancements	advancement	NOUN
easat-3793	137	6	and	and	CCONJ
easat-3793	137	7	key	key	ADJ
easat-3793	137	8	issues	issue	NOUN
easat-3793	137	9	and	and	CCONJ
easat-3793	137	10	opportunities	opportunity	NOUN
easat-3793	137	11	identified	identify	VERB
easat-3793	137	12	through	through	ADP
easat-3793	137	13	interviews	interview	NOUN
easat-3793	137	14	and	and	CCONJ
easat-3793	137	15	surveys	survey	NOUN
easat-3793	137	16	,	,	PUNCT
easat-3793	137	17	as	as	ADV
easat-3793	137	18	well	well	ADV
easat-3793	137	19	as	as	ADP
easat-3793	137	20	practical	practical	ADJ
easat-3793	137	21	case	case	NOUN
easat-3793	137	22	studies	study	NOUN
easat-3793	137	23	in	in	ADP
easat-3793	137	24	using	use	VERB
easat-3793	137	25	ai	ai	NOUN
easat-3793	137	26	-	-	PUNCT
easat-3793	137	27	based	base	VERB
easat-3793	137	28	solutions	solution	NOUN
easat-3793	137	29	to	to	PART
easat-3793	137	30	support	support	VERB
easat-3793	137	31	data	datum	NOUN
easat-3793	137	32	protection	protection	NOUN
easat-3793	137	33	.	.	PUNCT
easat-3793	138	1	the	the	DET
easat-3793	138	2	result	result	NOUN
easat-3793	138	3	offers	offer	VERB
easat-3793	138	4	critical	critical	ADJ
easat-3793	138	5	knowledge	knowledge	NOUN
easat-3793	138	6	about	about	ADP
easat-3793	138	7	the	the	DET
easat-3793	138	8	interaction	interaction	NOUN
easat-3793	138	9	between	between	ADP
easat-3793	138	10	technology	technology	NOUN
easat-3793	138	11	,	,	PUNCT
easat-3793	138	12	policy	policy	NOUN
easat-3793	138	13	and	and	CCONJ
easat-3793	138	14	practice	practice	NOUN
easat-3793	138	15	,	,	PUNCT
easat-3793	138	16	such	such	ADJ
easat-3793	138	17	as	as	ADP
easat-3793	138	18	that	that	SCONJ
easat-3793	138	19	the	the	DET
easat-3793	138	20	ethical	ethical	ADJ
easat-3793	138	21	application	application	NOUN
easat-3793	138	22	of	of	ADP
easat-3793	138	23	ai	ai	NOUN
easat-3793	138	24	and	and	CCONJ
easat-3793	138	25	effective	effective	ADJ
easat-3793	138	26	identification	identification	NOUN
easat-3793	138	27	of	of	ADP
easat-3793	138	28	data	datum	NOUN
easat-3793	138	29	management	management	NOUN
easat-3793	138	30	are	be	AUX
easat-3793	138	31	needed	need	VERB
easat-3793	138	32	to	to	PART
easat-3793	138	33	safeguard	safeguard	VERB
easat-3793	138	34	the	the	DET
easat-3793	138	35	privacy	privacy	NOUN
easat-3793	138	36	of	of	ADP
easat-3793	138	37	vulnerable	vulnerable	ADJ
easat-3793	138	38	public	public	ADJ
easat-3793	138	39	health	health	NOUN
easat-3793	138	40	information	information	NOUN
easat-3793	138	41	.	.	PUNCT
easat-3793	139	1	[	[	X
easat-3793	139	2	18	18	NUM
easat-3793	139	3	]	]	PUNCT
easat-3793	139	4	.	.	PUNCT
easat-3793	140	1	4.2	4.2	NUM
easat-3793	140	2	.	.	PUNCT
easat-3793	141	1	adoption	adoption	NOUN
easat-3793	141	2	of	of	ADP
easat-3793	141	3	ai	ai	ADJ
easat-3793	141	4	-	-	PUNCT
easat-3793	141	5	driven	drive	VERB
easat-3793	141	6	data	datum	NOUN
easat-3793	141	7	protection	protection	NOUN
easat-3793	141	8	systems	system	NOUN
easat-3793	141	9	results	result	NOUN
easat-3793	141	10	indicate	indicate	VERB
easat-3793	141	11	that	that	SCONJ
easat-3793	141	12	ai	ai	VERB
easat-3793	141	13	based	base	VERB
easat-3793	141	14	data	data	NOUN
easat-3793	141	15	protection	protection	NOUN
easat-3793	141	16	systems	system	NOUN
easat-3793	141	17	are	be	AUX
easat-3793	141	18	rapidly	rapidly	ADV
easat-3793	141	19	making	make	VERB
easat-3793	141	20	their	their	PRON
easat-3793	141	21	way	way	NOUN
easat-3793	141	22	into	into	ADP
easat-3793	141	23	use	use	NOUN
easat-3793	141	24	just	just	ADV
easat-3793	141	25	about	about	ADV
easat-3793	141	26	every	every	PRON
easat-3793	141	27	public	public	ADJ
easat-3793	141	28	health	health	NOUN
easat-3793	141	29	platform	platform	NOUN
easat-3793	141	30	,	,	PUNCT
easat-3793	141	31	especially	especially	ADV
easat-3793	141	32	in	in	ADP
easat-3793	141	33	the	the	DET
easat-3793	141	34	post	post	NOUN
easat-3793	141	35	covid	covid	PROPN
easat-3793	141	36	19	19	NUM
easat-3793	141	37	period	period	NOUN
easat-3793	141	38	of	of	ADP
easat-3793	141	39	increased	increase	VERB
easat-3793	141	40	digitization	digitization	NOUN
easat-3793	141	41	.	.	PUNCT
easat-3793	142	1	a	a	DET
easat-3793	142	2	third	third	NOUN
easat-3793	142	3	of	of	ADP
easat-3793	142	4	public	public	ADJ
easat-3793	142	5	health	health	NOUN
easat-3793	142	6	organizations	organization	NOUN
easat-3793	142	7	surveyed	survey	VERB
easat-3793	142	8	say	say	VERB
easat-3793	142	9	they	they	PRON
easat-3793	142	10	have	have	AUX
easat-3793	142	11	embraced	embrace	VERB
easat-3793	142	12	the	the	DET
easat-3793	142	13	use	use	NOUN
easat-3793	142	14	of	of	ADP
easat-3793	142	15	ai	ai	PRON
easat-3793	142	16	driven	drive	VERB
easat-3793	142	17	algorithms	algorithm	NOUN
easat-3793	142	18	to	to	PART
easat-3793	142	19	watch	watch	VERB
easat-3793	142	20	,	,	PUNCT
easat-3793	142	21	spot	spot	NOUN
easat-3793	142	22	,	,	PUNCT
easat-3793	142	23	and	and	CCONJ
easat-3793	142	24	control	control	NOUN
easat-3793	142	25	cyber	cyber	NOUN
easat-3793	142	26	risks	risk	NOUN
easat-3793	142	27	.	.	PUNCT
easat-3793	143	1	these	these	DET
easat-3793	143	2	systems	system	NOUN
easat-3793	143	3	use	use	VERB
easat-3793	143	4	machine	machine	NOUN
easat-3793	143	5	learning	learning	NOUN
easat-3793	143	6	(	(	PUNCT
easat-3793	143	7	ml	ml	NOUN
easat-3793	143	8	)	)	PUNCT
easat-3793	143	9	models	model	NOUN
easat-3793	143	10	to	to	PART
easat-3793	143	11	detect	detect	VERB
easat-3793	143	12	real	real	ADJ
easat-3793	143	13	time	time	NOUN
easat-3793	143	14	potential	potential	ADJ
easat-3793	143	15	breaches	breach	NOUN
easat-3793	143	16	,	,	PUNCT
easat-3793	143	17	unusual	unusual	ADJ
easat-3793	143	18	data	data	NOUN
easat-3793	143	19	access	access	NOUN
easat-3793	143	20	patterns	pattern	NOUN
easat-3793	143	21	,	,	PUNCT
easat-3793	143	22	and	and	CCONJ
easat-3793	143	23	anomalies	anomaly	NOUN
easat-3793	143	24	in	in	ADP
easat-3793	143	25	real	real	ADJ
easat-3793	143	26	time	time	NOUN
easat-3793	143	27	.	.	PUNCT
easat-3793	144	1	both	both	DET
easat-3793	144	2	ai	ai	VERB
easat-3793	144	3	tools	tool	NOUN
easat-3793	144	4	improved	improve	VERB
easat-3793	144	5	to	to	ADP
easat-3793	144	6	a	a	DET
easat-3793	144	7	notable	notable	ADJ
easat-3793	144	8	degree	degree	NOUN
easat-3793	144	9	in	in	ADP
easat-3793	144	10	threat	threat	NOUN
easat-3793	144	11	detection	detection	NOUN
easat-3793	144	12	capabilities	capability	NOUN
easat-3793	144	13	.	.	PUNCT
easat-3793	145	1	conventional	conventional	ADJ
easat-3793	145	2	systems	system	NOUN
easat-3793	145	3	were	be	AUX
easat-3793	145	4	compared	compare	VERB
easat-3793	145	5	to	to	ADP
easat-3793	145	6	models	model	NOUN
easat-3793	145	7	of	of	ADP
easat-3793	145	8	natural	natural	ADJ
easat-3793	145	9	language	language	NOUN
easat-3793	145	10	processing	processing	NOUN
easat-3793	145	11	and	and	CCONJ
easat-3793	145	12	algorithms	algorithm	NOUN
easat-3793	145	13	of	of	ADP
easat-3793	145	14	anomaly	anomaly	NOUN
easat-3793	145	15	detection	detection	NOUN
easat-3793	145	16	with	with	ADP
easat-3793	145	17	a	a	DET
easat-3793	145	18	reduction	reduction	NOUN
easat-3793	145	19	of	of	ADP
easat-3793	145	20	average	average	ADJ
easat-3793	145	21	detection	detection	NOUN
easat-3793	145	22	time	time	NOUN
easat-3793	145	23	by	by	ADP
easat-3793	145	24	40	40	NUM
easat-3793	145	25	%	%	NOUN
easat-3793	145	26	.	.	PUNCT
easat-3793	146	1	confidentiality	confidentiality	NOUN
easat-3793	146	2	of	of	ADP
easat-3793	146	3	patient	patient	ADJ
easat-3793	146	4	records	record	NOUN
easat-3793	146	5	has	have	AUX
easat-3793	146	6	been	be	AUX
easat-3793	146	7	best	well	ADV
easat-3793	146	8	protected	protect	VERB
easat-3793	146	9	with	with	ADP
easat-3793	146	10	advanced	advanced	ADJ
easat-3793	146	11	models	model	NOUN
easat-3793	146	12	of	of	ADP
easat-3793	146	13	encryption	encryption	NOUN
easat-3793	146	14	protocols	protocol	NOUN
easat-3793	146	15	.	.	PUNCT
easat-3793	147	1	figure	figure	VERB
easat-3793	147	2	6	6	NUM
easat-3793	147	3	.	.	PUNCT
easat-3793	148	1	benefits	benefit	NOUN
easat-3793	148	2	of	of	ADP
easat-3793	148	3	ai	ai	PRON
easat-3793	148	4	driven	drive	VERB
easat-3793	148	5	protection	protection	NOUN
easat-3793	148	6	system	system	NOUN
easat-3793	148	7	.	.	PUNCT
easat-3793	149	1	4.3	4.3	NUM
easat-3793	149	2	.	.	PUNCT
easat-3793	149	3	data	datum	NOUN
easat-3793	149	4	integration	integration	NOUN
easat-3793	149	5	and	and	CCONJ
easat-3793	149	6	interoperability	interoperability	NOUN
easat-3793	149	7	challenges	challenge	NOUN
easat-3793	149	8	though	though	SCONJ
easat-3793	149	9	the	the	DET
easat-3793	149	10	advantages	advantage	NOUN
easat-3793	149	11	of	of	ADP
easat-3793	149	12	ai	ai	VERB
easat-3793	149	13	in	in	ADP
easat-3793	149	14	enhancing	enhance	VERB
easat-3793	149	15	data	datum	NOUN
easat-3793	149	16	privacy	privacy	NOUN
easat-3793	149	17	are	be	AUX
easat-3793	149	18	clear	clear	ADJ
easat-3793	149	19	,	,	PUNCT
easat-3793	149	20	the	the	DET
easat-3793	149	21	results	result	NOUN
easat-3793	149	22	challenge	challenge	VERB
easat-3793	149	23	significant	significant	ADJ
easat-3793	149	24	8316	8316	NUM
easat-3793	149	25	edelweiss	edelweiss	PROPN
easat-3793	149	26	applied	apply	VERB
easat-3793	149	27	science	science	NOUN
easat-3793	149	28	and	and	CCONJ
easat-3793	149	29	technology	technology	NOUN
easat-3793	149	30	issn	issn	PROPN
easat-3793	149	31	:	:	PUNCT
easat-3793	149	32	2576	2576	NUM
easat-3793	149	33	-	-	SYM
easat-3793	149	34	8484	8484	NUM
easat-3793	149	35	vol	vol	NOUN
easat-3793	149	36	.	.	PROPN
easat-3793	150	1	8	8	NUM
easat-3793	150	2	,	,	PUNCT
easat-3793	150	3	no	no	INTJ
easat-3793	150	4	.	.	NOUN
easat-3793	151	1	6	6	NUM
easat-3793	151	2	:	:	SYM
easat-3793	151	3	8308	8308	NUM
easat-3793	151	4	-	-	SYM
easat-3793	151	5	8321	8321	NUM
easat-3793	151	6	,	,	PUNCT
easat-3793	151	7	2024	2024	NUM
easat-3793	151	8	doi	doi	NOUN
easat-3793	151	9	:	:	PUNCT
easat-3793	151	10	10.55214/25768484.v8i6.3793	10.55214/25768484.v8i6.3793	NUM
easat-3793	151	11	©	©	PROPN
easat-3793	151	12	2024	2024	NUM
easat-3793	151	13	by	by	ADP
easat-3793	151	14	the	the	DET
easat-3793	151	15	authors	author	NOUN
easat-3793	151	16	;	;	PUNCT
easat-3793	151	17	licensee	licensee	NOUN
easat-3793	151	18	learning	learn	VERB
easat-3793	151	19	gate	gate	NOUN
easat-3793	151	20	integration	integration	NOUN
easat-3793	151	21	difficulties	difficulty	NOUN
easat-3793	151	22	in	in	ADP
easat-3793	151	23	merging	merge	VERB
easat-3793	151	24	disjointed	disjointed	ADJ
easat-3793	151	25	public	public	ADJ
easat-3793	151	26	health	health	NOUN
easat-3793	151	27	infrastructures	infrastructure	NOUN
easat-3793	151	28	with	with	ADP
easat-3793	151	29	the	the	DET
easat-3793	151	30	current	current	ADJ
easat-3793	151	31	ai	ai	PROPN
easat-3793	151	32	technologies	technology	NOUN
easat-3793	151	33	.	.	PUNCT
easat-3793	152	1	yet	yet	ADV
easat-3793	152	2	,	,	PUNCT
easat-3793	152	3	58	58	NUM
easat-3793	152	4	%	%	NOUN
easat-3793	152	5	of	of	ADP
easat-3793	152	6	participants	participant	NOUN
easat-3793	152	7	recognized	recognize	VERB
easat-3793	152	8	interoperability	interoperability	NOUN
easat-3793	152	9	gaps	gap	NOUN
easat-3793	152	10	as	as	ADP
easat-3793	152	11	a	a	DET
easat-3793	152	12	paramount	paramount	ADJ
easat-3793	152	13	challenge	challenge	NOUN
easat-3793	152	14	.	.	PUNCT
easat-3793	153	1	outdated	outdated	ADJ
easat-3793	153	2	systems	system	NOUN
easat-3793	153	3	with	with	ADP
easat-3793	153	4	restricted	restricted	ADJ
easat-3793	153	5	interoperability	interoperability	NOUN
easat-3793	153	6	are	be	AUX
easat-3793	153	7	a	a	DET
easat-3793	153	8	frequent	frequent	ADJ
easat-3793	153	9	means	mean	NOUN
easat-3793	153	10	through	through	ADP
easat-3793	153	11	which	which	PRON
easat-3793	153	12	public	public	ADJ
easat-3793	153	13	health	health	NOUN
easat-3793	153	14	agencies	agency	NOUN
easat-3793	153	15	rely	rely	VERB
easat-3793	153	16	.	.	PUNCT
easat-3793	154	1	to	to	PART
easat-3793	154	2	support	support	VERB
easat-3793	154	3	ai	ai	VERB
easat-3793	154	4	driven	drive	VERB
easat-3793	154	5	integration	integration	NOUN
easat-3793	154	6	frameworks	framework	NOUN
easat-3793	154	7	,	,	PUNCT
easat-3793	154	8	data	datum	NOUN
easat-3793	154	9	architecture	architecture	NOUN
easat-3793	154	10	needs	need	VERB
easat-3793	154	11	to	to	PART
easat-3793	154	12	be	be	AUX
easat-3793	154	13	cohesive	cohesive	ADJ
easat-3793	154	14	,	,	PUNCT
easat-3793	154	15	but	but	CCONJ
easat-3793	154	16	only	only	ADV
easat-3793	154	17	41	41	NUM
easat-3793	154	18	percent	percent	NOUN
easat-3793	154	19	of	of	ADP
easat-3793	154	20	agencies	agency	NOUN
easat-3793	154	21	have	have	VERB
easat-3793	154	22	adequate	adequate	ADJ
easat-3793	154	23	centralized	centralized	ADJ
easat-3793	154	24	data	datum	NOUN
easat-3793	154	25	management	management	NOUN
easat-3793	154	26	protocols	protocol	NOUN
easat-3793	154	27	in	in	ADP
easat-3793	154	28	place	place	NOUN
easat-3793	154	29	.	.	PUNCT
easat-3793	155	1	smooth	smooth	ADJ
easat-3793	155	2	data	data	NOUN
easat-3793	155	3	integration	integration	NOUN
easat-3793	155	4	is	be	AUX
easat-3793	155	5	obstructed	obstruct	VERB
easat-3793	155	6	by	by	ADP
easat-3793	155	7	the	the	DET
easat-3793	155	8	lack	lack	NOUN
easat-3793	155	9	of	of	ADP
easat-3793	155	10	uniform	uniform	ADJ
easat-3793	155	11	data	datum	NOUN
easat-3793	155	12	protection	protection	NOUN
easat-3793	155	13	policies	policy	NOUN
easat-3793	155	14	of	of	ADP
easat-3793	155	15	state	state	NOUN
easat-3793	155	16	and	and	CCONJ
easat-3793	155	17	federal	federal	ADJ
easat-3793	155	18	agencies	agency	NOUN
easat-3793	155	19	.	.	PUNCT
easat-3793	156	1	for	for	ADP
easat-3793	156	2	example	example	NOUN
easat-3793	156	3	,	,	PUNCT
easat-3793	156	4	the	the	DET
easat-3793	156	5	compliance	compliance	NOUN
easat-3793	156	6	requirements	requirement	NOUN
easat-3793	156	7	to	to	PART
easat-3793	156	8	work	work	VERB
easat-3793	156	9	with	with	ADP
easat-3793	156	10	artificial	artificial	ADJ
easat-3793	156	11	intelligence	intelligence	NOUN
easat-3793	156	12	,	,	PUNCT
easat-3793	156	13	such	such	ADJ
easat-3793	156	14	as	as	ADP
easat-3793	156	15	hipaa	hipaa	NOUN
easat-3793	156	16	against	against	ADP
easat-3793	156	17	state	state	NOUN
easat-3793	156	18	specific	specific	ADJ
easat-3793	156	19	,	,	PUNCT
easat-3793	156	20	create	create	VERB
easat-3793	156	21	roadblocks	roadblock	NOUN
easat-3793	156	22	for	for	ADP
easat-3793	156	23	deployment	deployment	NOUN
easat-3793	156	24	of	of	ADP
easat-3793	156	25	ai	ai	NOUN
easat-3793	156	26	.	.	PUNCT
easat-3793	157	1	the	the	DET
easat-3793	157	2	results	result	NOUN
easat-3793	157	3	point	point	VERB
easat-3793	157	4	out	out	ADP
easat-3793	157	5	the	the	DET
easat-3793	157	6	importance	importance	NOUN
easat-3793	157	7	of	of	ADP
easat-3793	157	8	data	datum	NOUN
easat-3793	157	9	integration	integration	NOUN
easat-3793	157	10	and	and	CCONJ
easat-3793	157	11	the	the	DET
easat-3793	157	12	synergies	synergy	NOUN
easat-3793	157	13	that	that	PRON
easat-3793	157	14	ai	ai	VERB
easat-3793	157	15	brings	bring	NOUN
easat-3793	157	16	,	,	PUNCT
easat-3793	157	17	and	and	CCONJ
easat-3793	157	18	moreover	moreover	ADV
easat-3793	157	19	increasing	increase	VERB
easat-3793	157	20	collaboration	collaboration	NOUN
easat-3793	157	21	between	between	ADP
easat-3793	157	22	agencies	agency	NOUN
easat-3793	157	23	to	to	PART
easat-3793	157	24	achieve	achieve	VERB
easat-3793	157	25	the	the	DET
easat-3793	157	26	maximum	maximum	ADJ
easat-3793	157	27	use	use	NOUN
easat-3793	157	28	of	of	ADP
easat-3793	157	29	synergy	synergy	NOUN
easat-3793	157	30	between	between	ADP
easat-3793	157	31	agencies	agency	NOUN
easat-3793	157	32	as	as	ADP
easat-3793	157	33	to	to	ADP
easat-3793	157	34	data	data	NOUN
easat-3793	157	35	standards	standard	NOUN
easat-3793	157	36	.	.	PUNCT
easat-3793	158	1	4.4	4.4	NUM
easat-3793	158	2	.	.	PUNCT
easat-3793	159	1	stakeholder	stakeholder	NOUN
easat-3793	159	2	perspectives	perspective	NOUN
easat-3793	159	3	on	on	ADP
easat-3793	159	4	ai	ai	NOUN
easat-3793	159	5	and	and	CCONJ
easat-3793	159	6	data	datum	NOUN
easat-3793	159	7	protection	protection	NOUN
easat-3793	159	8	the	the	DET
easat-3793	159	9	empirical	empirical	ADJ
easat-3793	159	10	study	study	NOUN
easat-3793	159	11	on	on	ADP
easat-3793	159	12	views	view	NOUN
easat-3793	159	13	of	of	ADP
easat-3793	159	14	ai	ai	VERB
easat-3793	159	15	in	in	ADP
easat-3793	159	16	the	the	DET
easat-3793	159	17	context	context	NOUN
easat-3793	159	18	of	of	ADP
easat-3793	159	19	data	datum	NOUN
easat-3793	159	20	protection	protection	NOUN
easat-3793	159	21	included	include	VERB
easat-3793	159	22	both	both	DET
easat-3793	159	23	qualitative	qualitative	ADJ
easat-3793	159	24	information	information	NOUN
easat-3793	159	25	from	from	ADP
easat-3793	159	26	it	it	PRON
easat-3793	159	27	administrators	administrator	NOUN
easat-3793	159	28	,	,	PUNCT
easat-3793	159	29	public	public	ADJ
easat-3793	159	30	health	health	NOUN
easat-3793	159	31	experts	expert	NOUN
easat-3793	159	32	and	and	CCONJ
easat-3793	159	33	legislators	legislator	NOUN
easat-3793	159	34	.	.	PUNCT
easat-3793	160	1	the	the	DET
easat-3793	160	2	decision	decision	NOUN
easat-3793	160	3	-	-	PUNCT
easat-3793	160	4	making	make	VERB
easat-3793	160	5	processes	process	NOUN
easat-3793	160	6	of	of	ADP
easat-3793	160	7	ai	ai	NOUN
easat-3793	160	8	were	be	AUX
easat-3793	160	9	actively	actively	ADV
easat-3793	160	10	questioned	question	VERB
easat-3793	160	11	by	by	ADP
easat-3793	160	12	the	the	DET
easat-3793	160	13	stakeholders	stakeholder	NOUN
easat-3793	160	14	,	,	PUNCT
easat-3793	160	15	particularly	particularly	ADV
easat-3793	160	16	when	when	SCONJ
easat-3793	160	17	they	they	PRON
easat-3793	160	18	did	do	AUX
easat-3793	160	19	not	not	PART
easat-3793	160	20	work	work	VERB
easat-3793	160	21	transparently	transparently	ADV
easat-3793	160	22	(	(	PUNCT
easat-3793	160	23	i.e.	i.e.	X
easat-3793	160	24	black	black	ADJ
easat-3793	160	25	box	box	NOUN
easat-3793	160	26	models	model	NOUN
easat-3793	160	27	)	)	PUNCT
easat-3793	160	28	.	.	PUNCT
easat-3793	161	1	about	about	ADV
easat-3793	161	2	two	two	NUM
easat-3793	161	3	thirds	third	NOUN
easat-3793	161	4	of	of	ADP
easat-3793	161	5	participants	participant	NOUN
easat-3793	161	6	mentioned	mention	VERB
easat-3793	161	7	that	that	SCONJ
easat-3793	161	8	ethical	ethical	ADJ
easat-3793	161	9	ai	ai	ADJ
easat-3793	161	10	frameworks	framework	NOUN
easat-3793	161	11	centered	center	VERB
easat-3793	161	12	on	on	ADP
easat-3793	161	13	fairness	fairness	NOUN
easat-3793	161	14	,	,	PUNCT
easat-3793	161	15	explainability	explainability	NOUN
easat-3793	161	16	,	,	PUNCT
easat-3793	161	17	and	and	CCONJ
easat-3793	161	18	accountability	accountability	NOUN
easat-3793	161	19	was	be	AUX
easat-3793	161	20	critical	critical	ADJ
easat-3793	161	21	.	.	PUNCT
easat-3793	162	1	as	as	SCONJ
easat-3793	162	2	more	more	ADJ
easat-3793	162	3	organizations	organization	NOUN
easat-3793	162	4	take	take	VERB
easat-3793	162	5	on	on	ADP
easat-3793	162	6	ai	ai	NOUN
easat-3793	162	7	,	,	PUNCT
easat-3793	162	8	capacity	capacity	NOUN
easat-3793	162	9	building	building	NOUN
easat-3793	162	10	and	and	CCONJ
easat-3793	162	11	training	training	NOUN
easat-3793	162	12	are	be	AUX
easat-3793	162	13	essential	essential	ADJ
easat-3793	162	14	,	,	PUNCT
easat-3793	162	15	but	but	CCONJ
easat-3793	162	16	a	a	DET
easat-3793	162	17	big	big	ADJ
easat-3793	162	18	skills	skill	NOUN
easat-3793	162	19	gap	gap	NOUN
easat-3793	162	20	in	in	ADP
easat-3793	162	21	public	public	ADJ
easat-3793	162	22	health	health	NOUN
easat-3793	162	23	organizations	organization	NOUN
easat-3793	162	24	is	be	AUX
easat-3793	162	25	also	also	ADV
easat-3793	162	26	emerging	emerge	VERB
easat-3793	162	27	.	.	PUNCT
easat-3793	163	1	about	about	ADV
easat-3793	163	2	62	62	NUM
easat-3793	163	3	percent	percent	NOUN
easat-3793	163	4	of	of	ADP
easat-3793	163	5	the	the	DET
easat-3793	163	6	participants	participant	NOUN
easat-3793	163	7	said	say	VERB
easat-3793	163	8	that	that	SCONJ
easat-3793	163	9	there	there	PRON
easat-3793	163	10	were	be	VERB
easat-3793	163	11	no	no	DET
easat-3793	163	12	training	training	NOUN
easat-3793	163	13	programs	program	NOUN
easat-3793	163	14	to	to	PART
easat-3793	163	15	increase	increase	VERB
easat-3793	163	16	workforce	workforce	NOUN
easat-3793	163	17	skills	skill	NOUN
easat-3793	163	18	to	to	PART
easat-3793	163	19	implement	implement	VERB
easat-3793	163	20	ai	ai	ADP
easat-3793	163	21	and	and	CCONJ
easat-3793	163	22	data	datum	NOUN
easat-3793	163	23	governance	governance	NOUN
easat-3793	163	24	initiatives	initiative	NOUN
easat-3793	163	25	.	.	PUNCT
easat-3793	164	1	a	a	DET
easat-3793	164	2	very	very	ADV
easat-3793	164	3	big	big	ADJ
easat-3793	164	4	obstacle	obstacle	NOUN
easat-3793	164	5	is	be	AUX
easat-3793	164	6	the	the	DET
easat-3793	164	7	financial	financial	ADJ
easat-3793	164	8	limit	limit	NOUN
easat-3793	164	9	.	.	PUNCT
easat-3793	165	1	small	small	ADJ
easat-3793	165	2	and	and	CCONJ
easat-3793	165	3	mid	mid	ADJ
easat-3793	165	4	-	-	ADJ
easat-3793	165	5	sized	sized	ADJ
easat-3793	165	6	public	public	ADJ
easat-3793	165	7	health	health	NOUN
easat-3793	165	8	agencies	agency	NOUN
easat-3793	165	9	often	often	ADV
easat-3793	165	10	struggle	struggle	VERB
easat-3793	165	11	to	to	PART
easat-3793	165	12	have	have	VERB
easat-3793	165	13	enough	enough	ADJ
easat-3793	165	14	resources	resource	NOUN
easat-3793	165	15	for	for	ADP
easat-3793	165	16	ai	ai	NOUN
easat-3793	165	17	infrastructure	infrastructure	NOUN
easat-3793	165	18	and	and	CCONJ
easat-3793	165	19	cybersecurity	cybersecurity	NOUN
easat-3793	165	20	tools	tool	NOUN
easat-3793	165	21	.	.	PUNCT
easat-3793	166	1	4.5	4.5	NUM
easat-3793	166	2	.	.	PUNCT
easat-3793	167	1	comparative	comparative	ADJ
easat-3793	167	2	analysis	analysis	NOUN
easat-3793	167	3	:	:	PUNCT
easat-3793	167	4	traditional	traditional	ADJ
easat-3793	167	5	vs	vs	ADP
easat-3793	167	6	ai	ai	ADJ
easat-3793	167	7	-	-	PUNCT
easat-3793	167	8	driven	drive	VERB
easat-3793	167	9	data	datum	NOUN
easat-3793	167	10	protection	protection	NOUN
easat-3793	167	11	to	to	PART
easat-3793	167	12	assess	assess	VERB
easat-3793	167	13	the	the	DET
easat-3793	167	14	efficacy	efficacy	NOUN
easat-3793	167	15	of	of	ADP
easat-3793	167	16	ai	ai	PROPN
easat-3793	167	17	powered	powered	ADJ
easat-3793	167	18	data	datum	NOUN
easat-3793	167	19	protection	protection	NOUN
easat-3793	167	20	systems	system	NOUN
easat-3793	167	21	in	in	ADP
easat-3793	167	22	comparison	comparison	NOUN
easat-3793	167	23	to	to	ADP
easat-3793	167	24	traditional	traditional	ADJ
easat-3793	167	25	security	security	NOUN
easat-3793	167	26	methods	method	NOUN
easat-3793	167	27	,	,	PUNCT
easat-3793	167	28	a	a	DET
easat-3793	167	29	comparative	comparative	ADJ
easat-3793	167	30	analysis	analysis	NOUN
easat-3793	167	31	was	be	AUX
easat-3793	167	32	carried	carry	VERB
easat-3793	167	33	out	out	ADP
easat-3793	167	34	.	.	PUNCT
easat-3793	168	1	table	table	NOUN
easat-3793	168	2	below	below	ADP
easat-3793	168	3	highlights	highlight	NOUN
easat-3793	168	4	key	key	ADJ
easat-3793	168	5	performance	performance	NOUN
easat-3793	168	6	indicators	indicator	NOUN
easat-3793	168	7	(	(	PUNCT
easat-3793	168	8	kpis	kpis	PROPN
easat-3793	168	9	):	):	PUNCT
easat-3793	168	10	kpi	kpi	PROPN
easat-3793	168	11	traditional	traditional	ADJ
easat-3793	168	12	systems	system	NOUN
easat-3793	168	13	ai	ai	VERB
easat-3793	168	14	-	-	PUNCT
easat-3793	168	15	driven	drive	VERB
easat-3793	168	16	systems	system	NOUN
easat-3793	168	17	threat	threat	NOUN
easat-3793	168	18	detection	detection	NOUN
easat-3793	168	19	time	time	NOUN
easat-3793	168	20	~10	~10	ADP
easat-3793	168	21	hours	hour	NOUN
easat-3793	168	22	~6	~6	ADJ
easat-3793	168	23	hours	hour	NOUN
easat-3793	168	24	incident	incident	NOUN
easat-3793	168	25	response	response	NOUN
easat-3793	168	26	rate	rate	NOUN
easat-3793	168	27	67	67	NUM
easat-3793	168	28	%	%	NOUN
easat-3793	168	29	88	88	NUM
easat-3793	168	30	%	%	NOUN
easat-3793	168	31	anomaly	anomaly	NOUN
easat-3793	168	32	detection	detection	NOUN
easat-3793	168	33	accuracy	accuracy	NOUN
easat-3793	168	34	72	72	NUM
easat-3793	168	35	%	%	NOUN
easat-3793	168	36	94	94	NUM
easat-3793	168	37	%	%	NOUN
easat-3793	168	38	data	datum	NOUN
easat-3793	168	39	breach	breach	NOUN
easat-3793	168	40	mitigation	mitigation	NOUN
easat-3793	168	41	rate	rate	NOUN
easat-3793	168	42	60	60	NUM
easat-3793	168	43	%	%	NOUN
easat-3793	168	44	85	85	NUM
easat-3793	168	45	%	%	NOUN
easat-3793	168	46	figure	figure	NOUN
easat-3793	168	47	7	7	NUM
easat-3793	168	48	.	.	PUNCT
easat-3793	168	49	kpi	kpi	ADJ
easat-3793	168	50	comparison	comparison	NOUN
easat-3793	168	51	in	in	ADP
easat-3793	168	52	traditional	traditional	ADJ
easat-3793	168	53	and	and	CCONJ
easat-3793	168	54	ai	ai	VERB
easat-3793	168	55	driven	drive	VERB
easat-3793	168	56	system	system	NOUN
easat-3793	168	57	.	.	PUNCT
easat-3793	169	1	the	the	DET
easat-3793	169	2	data	data	NOUN
easat-3793	169	3	shows	show	VERB
easat-3793	169	4	that	that	PRON
easat-3793	169	5	ai	ai	VERB
easat-3793	169	6	driven	drive	VERB
easat-3793	169	7	systems	system	NOUN
easat-3793	169	8	far	far	ADV
easat-3793	169	9	exceed	exceed	VERB
easat-3793	169	10	traditional	traditional	ADJ
easat-3793	169	11	approaches	approach	NOUN
easat-3793	169	12	in	in	ADP
easat-3793	169	13	areas	area	NOUN
easat-3793	169	14	such	such	ADJ
easat-3793	169	15	as	as	ADP
easat-3793	169	16	anomaly	anomaly	NOUN
easat-3793	169	17	detection	detection	NOUN
easat-3793	169	18	,	,	PUNCT
easat-3793	169	19	response	response	NOUN
easat-3793	169	20	rate	rate	NOUN
easat-3793	169	21	and	and	CCONJ
easat-3793	169	22	mitigation	mitigation	NOUN
easat-3793	169	23	.	.	PUNCT
easat-3793	170	1	ai	ai	VERB
easat-3793	170	2	is	be	AUX
easat-3793	170	3	attributed	attribute	VERB
easat-3793	170	4	to	to	ADP
easat-3793	170	5	improvements	improvement	NOUN
easat-3793	170	6	owing	owe	VERB
easat-3793	170	7	to	to	ADP
easat-3793	170	8	its	its	PRON
easat-3793	170	9	capability	capability	NOUN
easat-3793	170	10	to	to	PART
easat-3793	170	11	analyze	analyze	VERB
easat-3793	170	12	large	large	ADJ
easat-3793	170	13	real	real	ADJ
easat-3793	170	14	time	time	NOUN
easat-3793	170	15	data	datum	NOUN
easat-3793	170	16	and	and	CCONJ
easat-3793	170	17	predict	predict	VERB
easat-3793	170	18	threats	threat	NOUN
easat-3793	170	19	proactively	proactively	ADV
easat-3793	170	20	[	[	X
easat-3793	170	21	19	19	NUM
easat-3793	170	22	]	]	PUNCT
easat-3793	170	23	.	.	PUNCT
easat-3793	171	1	5	5	X
easat-3793	171	2	.	.	X
easat-3793	171	3	policy	policy	NOUN
easat-3793	171	4	and	and	CCONJ
easat-3793	171	5	regulatory	regulatory	ADJ
easat-3793	171	6	implications	implication	NOUN
easat-3793	171	7	it	it	PRON
easat-3793	171	8	exposes	expose	VERB
easat-3793	171	9	that	that	SCONJ
easat-3793	171	10	policy	policy	NOUN
easat-3793	171	11	frameworks	framework	NOUN
easat-3793	171	12	are	be	AUX
easat-3793	171	13	essential	essential	ADJ
easat-3793	171	14	in	in	ADP
easat-3793	171	15	promoting	promote	VERB
easat-3793	171	16	the	the	DET
easat-3793	171	17	integration	integration	NOUN
easat-3793	171	18	of	of	ADP
easat-3793	171	19	ai	ai	NOUN
easat-3793	171	20	,	,	PUNCT
easat-3793	171	21	while	while	SCONJ
easat-3793	171	22	safeguarding	safeguard	VERB
easat-3793	171	23	strong	strong	ADJ
easat-3793	171	24	security	security	NOUN
easat-3793	171	25	over	over	ADP
easat-3793	171	26	data	datum	NOUN
easat-3793	171	27	.	.	PUNCT
easat-3793	172	1	though	though	SCONJ
easat-3793	172	2	important	important	ADJ
easat-3793	172	3	,	,	PUNCT
easat-3793	172	4	the	the	DET
easat-3793	172	5	stakeholders	stakeholder	NOUN
easat-3793	172	6	noted	note	VERB
easat-3793	172	7	that	that	SCONJ
easat-3793	172	8	current	current	ADJ
easat-3793	172	9	regulations	regulation	NOUN
easat-3793	172	10	need	need	VERB
easat-3793	172	11	to	to	PART
easat-3793	172	12	evolve	evolve	VERB
easat-3793	172	13	to	to	PART
easat-3793	172	14	accommodate	accommodate	VERB
easat-3793	172	15	the	the	DET
easat-3793	172	16	challenges	challenge	NOUN
easat-3793	172	17	that	that	PRON
easat-3793	172	18	ai	ai	VERB
easat-3793	172	19	technologies	technology	NOUN
easat-3793	172	20	are	be	AUX
easat-3793	172	21	now	now	ADV
easat-3793	172	22	presenting	present	VERB
easat-3793	172	23	.	.	PUNCT
easat-3793	173	1	several	several	ADJ
easat-3793	173	2	respondents	respondent	NOUN
easat-3793	173	3	also	also	ADV
easat-3793	173	4	suggested	suggest	VERB
easat-3793	173	5	that	that	SCONJ
easat-3793	173	6	the	the	DET
easat-3793	173	7	health	health	NOUN
easat-3793	173	8	insurance	insurance	NOUN
easat-3793	173	9	portability	portability	NOUN
easat-3793	173	10	and	and	CCONJ
easat-3793	173	11	accountability	accountability	NOUN
easat-3793	173	12	act	act	NOUN
easat-3793	173	13	(	(	PUNCT
easat-3793	173	14	hipaa	hipaa	PROPN
easat-3793	173	15	)	)	PUNCT
easat-3793	173	16	both	both	CCONJ
easat-3793	173	17	its	its	PRON
easat-3793	173	18	current	current	ADJ
easat-3793	173	19	incarnation	incarnation	NOUN
easat-3793	173	20	,	,	PUNCT
easat-3793	173	21	and	and	CCONJ
easat-3793	173	22	even	even	ADV
easat-3793	173	23	more	more	ADV
easat-3793	173	24	importantly	importantly	ADV
easat-3793	173	25	its	its	PRON
easat-3793	173	26	appropriate	appropriate	ADJ
easat-3793	173	27	modernization	modernization	NOUN
easat-3793	173	28	need	need	NOUN
easat-3793	173	29	to	to	PART
easat-3793	173	30	be	be	AUX
easat-3793	173	31	revisited	revisit	VERB
easat-3793	173	32	to	to	PART
easat-3793	173	33	ensure	ensure	VERB
easat-3793	173	34	ai	ai	VERB
easat-3793	173	35	-	-	PUNCT
easat-3793	173	36	specific	specific	ADJ
easat-3793	173	37	standards	standard	NOUN
easat-3793	173	38	are	be	AUX
easat-3793	173	39	included	include	VERB
easat-3793	173	40	,	,	PUNCT
easat-3793	173	41	including	include	VERB
easat-3793	173	42	guides	guide	NOUN
easat-3793	173	43	on	on	ADP
easat-3793	173	44	transparency	transparency	NOUN
easat-3793	173	45	,	,	PUNCT
easat-3793	173	46	bias	bias	NOUN
easat-3793	173	47	8317	8317	NUM
easat-3793	173	48	edelweiss	edelweiss	PROPN
easat-3793	173	49	applied	apply	VERB
easat-3793	173	50	science	science	NOUN
easat-3793	173	51	and	and	CCONJ
easat-3793	173	52	technology	technology	NOUN
easat-3793	173	53	issn	issn	PROPN
easat-3793	173	54	:	:	PUNCT
easat-3793	173	55	2576	2576	NUM
easat-3793	173	56	-	-	SYM
easat-3793	173	57	8484	8484	NUM
easat-3793	173	58	vol	vol	NOUN
easat-3793	173	59	.	.	PROPN
easat-3793	173	60	8	8	NUM
easat-3793	173	61	,	,	PUNCT
easat-3793	173	62	no	no	INTJ
easat-3793	173	63	.	.	NOUN
easat-3793	174	1	6	6	NUM
easat-3793	174	2	:	:	SYM
easat-3793	174	3	8308	8308	NUM
easat-3793	174	4	-	-	SYM
easat-3793	174	5	8321	8321	NUM
easat-3793	174	6	,	,	PUNCT
easat-3793	174	7	2024	2024	NUM
easat-3793	174	8	doi	doi	NOUN
easat-3793	174	9	:	:	PUNCT
easat-3793	174	10	10.55214/25768484.v8i6.3793	10.55214/25768484.v8i6.3793	NUM
easat-3793	174	11	©	©	PROPN
easat-3793	174	12	2024	2024	NUM
easat-3793	174	13	by	by	ADP
easat-3793	174	14	the	the	DET
easat-3793	174	15	authors	author	NOUN
easat-3793	174	16	;	;	PUNCT
easat-3793	175	1	licensee	licensee	PROPN
easat-3793	175	2	learning	learning	NOUN
easat-3793	175	3	gate	gate	NOUN
easat-3793	175	4	mitigation	mitigation	NOUN
easat-3793	175	5	and	and	CCONJ
easat-3793	175	6	ethical	ethical	ADJ
easat-3793	175	7	considerations	consideration	NOUN
easat-3793	175	8	.	.	PUNCT
easat-3793	176	1	to	to	PART
easat-3793	176	2	guarantee	guarantee	VERB
easat-3793	176	3	compliance	compliance	NOUN
easat-3793	176	4	and	and	CCONJ
easat-3793	176	5	public	public	ADJ
easat-3793	176	6	trust	trust	NOUN
easat-3793	176	7	,	,	PUNCT
easat-3793	176	8	there	there	PRON
easat-3793	176	9	was	be	VERB
easat-3793	176	10	a	a	DET
easat-3793	176	11	need	need	NOUN
easat-3793	176	12	for	for	ADP
easat-3793	176	13	accountability	accountability	NOUN
easat-3793	176	14	frameworks	framework	NOUN
easat-3793	176	15	for	for	ADP
easat-3793	176	16	ai	ai	NOUN
easat-3793	176	17	tools	tool	NOUN
easat-3793	176	18	in	in	ADP
easat-3793	176	19	the	the	DET
easat-3793	176	20	form	form	NOUN
easat-3793	176	21	of	of	ADP
easat-3793	176	22	audit	audit	NOUN
easat-3793	176	23	mechanism	mechanism	NOUN
easat-3793	176	24	and	and	CCONJ
easat-3793	176	25	transparency	transparency	NOUN
easat-3793	176	26	report	report	NOUN
easat-3793	176	27	.	.	PUNCT
easat-3793	177	1	these	these	DET
easat-3793	177	2	regulatory	regulatory	ADJ
easat-3793	177	3	adaptations	adaptation	NOUN
easat-3793	177	4	will	will	AUX
easat-3793	177	5	be	be	AUX
easat-3793	177	6	necessary	necessary	ADJ
easat-3793	177	7	to	to	PART
easat-3793	177	8	ensure	ensure	VERB
easat-3793	177	9	that	that	SCONJ
easat-3793	177	10	we	we	PRON
easat-3793	177	11	can	can	AUX
easat-3793	177	12	keep	keep	VERB
easat-3793	177	13	this	this	DET
easat-3793	177	14	balance	balance	NOUN
easat-3793	177	15	between	between	ADP
easat-3793	177	16	privacy	privacy	NOUN
easat-3793	177	17	protection	protection	NOUN
easat-3793	177	18	and	and	CCONJ
easat-3793	177	19	innovation	innovation	NOUN
easat-3793	177	20	[	[	X
easat-3793	177	21	20	20	NUM
easat-3793	177	22	]	]	PUNCT
easat-3793	177	23	.	.	PUNCT
easat-3793	178	1	5.1	5.1	NUM
easat-3793	178	2	.	.	PUNCT
easat-3793	178	3	discussion	discussion	NOUN
easat-3793	178	4	:	:	PUNCT
easat-3793	178	5	navigating	navigate	VERB
easat-3793	178	6	the	the	DET
easat-3793	178	7	intersection	intersection	NOUN
easat-3793	178	8	of	of	ADP
easat-3793	178	9	innovation	innovation	NOUN
easat-3793	178	10	and	and	CCONJ
easat-3793	178	11	privacy	privacy	NOUN
easat-3793	178	12	the	the	DET
easat-3793	178	13	empirical	empirical	ADJ
easat-3793	178	14	findings	finding	NOUN
easat-3793	178	15	are	be	AUX
easat-3793	178	16	then	then	ADV
easat-3793	178	17	expanded	expand	VERB
easat-3793	178	18	upon	upon	SCONJ
easat-3793	178	19	to	to	PART
easat-3793	178	20	address	address	VERB
easat-3793	178	21	the	the	DET
easat-3793	178	22	fundamental	fundamental	ADJ
easat-3793	178	23	equilibrium	equilibrium	NOUN
easat-3793	178	24	concerning	concern	VERB
easat-3793	178	25	the	the	DET
easat-3793	178	26	use	use	NOUN
easat-3793	178	27	of	of	ADP
easat-3793	178	28	ai	ai	VERB
easat-3793	178	29	for	for	ADP
easat-3793	178	30	innovation	innovation	NOUN
easat-3793	178	31	while	while	SCONJ
easat-3793	178	32	balancing	balance	VERB
easat-3793	178	33	privacy	privacy	NOUN
easat-3793	178	34	protections	protection	NOUN
easat-3793	178	35	.	.	PUNCT
easat-3793	179	1	ai	ai	VERB
easat-3793	179	2	offers	offer	VERB
easat-3793	179	3	a	a	DET
easat-3793	179	4	golden	golden	ADJ
easat-3793	179	5	opportunity	opportunity	NOUN
easat-3793	179	6	to	to	PART
easat-3793	179	7	change	change	VERB
easat-3793	179	8	how	how	SCONJ
easat-3793	179	9	we	we	PRON
easat-3793	179	10	secure	secure	VERB
easat-3793	179	11	data	datum	NOUN
easat-3793	179	12	,	,	PUNCT
easat-3793	179	13	but	but	CCONJ
easat-3793	179	14	with	with	ADP
easat-3793	179	15	the	the	DET
easat-3793	179	16	importance	importance	NOUN
easat-3793	179	17	of	of	ADP
easat-3793	179	18	ethics	ethic	NOUN
easat-3793	179	19	,	,	PUNCT
easat-3793	179	20	transparency	transparency	NOUN
easat-3793	179	21	and	and	CCONJ
easat-3793	179	22	accountability	accountability	NOUN
easat-3793	179	23	at	at	ADP
easat-3793	179	24	its	its	PRON
easat-3793	179	25	core	core	NOUN
easat-3793	179	26	.	.	PUNCT
easat-3793	180	1	•	•	NUM
easat-3793	180	2	though	though	SCONJ
easat-3793	180	3	ai	ai	PROPN
easat-3793	180	4	systems	system	NOUN
easat-3793	180	5	have	have	AUX
easat-3793	180	6	come	come	VERB
easat-3793	180	7	quite	quite	ADV
easat-3793	180	8	far	far	ADV
easat-3793	180	9	,	,	PUNCT
easat-3793	180	10	the	the	DET
easat-3793	180	11	bias	bias	NOUN
easat-3793	180	12	algorithms	algorithm	NOUN
easat-3793	180	13	that	that	PRON
easat-3793	180	14	can	can	AUX
easat-3793	180	15	be	be	AUX
easat-3793	180	16	introduced	introduce	VERB
easat-3793	180	17	are	be	AUX
easat-3793	180	18	mostly	mostly	ADV
easat-3793	180	19	a	a	DET
easat-3793	180	20	result	result	NOUN
easat-3793	180	21	of	of	ADP
easat-3793	180	22	datasets	dataset	NOUN
easat-3793	180	23	that	that	PRON
easat-3793	180	24	are	be	AUX
easat-3793	180	25	incomplete	incomplete	ADJ
easat-3793	180	26	or	or	CCONJ
easat-3793	180	27	just	just	ADV
easat-3793	180	28	plain	plain	ADV
easat-3793	180	29	wonky	wonky	ADJ
easat-3793	180	30	.	.	PUNCT
easat-3793	181	1	these	these	DET
easat-3793	181	2	biases	bias	NOUN
easat-3793	181	3	can	can	AUX
easat-3793	181	4	have	have	VERB
easat-3793	181	5	large	large	ADJ
easat-3793	181	6	repercussions	repercussion	NOUN
easat-3793	181	7	on	on	ADP
easat-3793	181	8	some	some	DET
easat-3793	181	9	communities	community	NOUN
easat-3793	181	10	,	,	PUNCT
easat-3793	181	11	especially	especially	ADV
easat-3793	181	12	if	if	SCONJ
easat-3793	181	13	that	that	DET
easat-3793	181	14	community	community	NOUN
easat-3793	181	15	is	be	AUX
easat-3793	181	16	segregated	segregate	VERB
easat-3793	181	17	in	in	ADP
easat-3793	181	18	public	public	ADJ
easat-3793	181	19	health	health	NOUN
easat-3793	181	20	settings	setting	NOUN
easat-3793	181	21	.	.	PUNCT
easat-3793	182	1	to	to	PART
easat-3793	182	2	address	address	VERB
easat-3793	182	3	this	this	DET
easat-3793	182	4	problem	problem	NOUN
easat-3793	182	5	,	,	PUNCT
easat-3793	182	6	thorough	thorough	ADJ
easat-3793	182	7	fairness	fairness	NOUN
easat-3793	182	8	evaluations	evaluation	NOUN
easat-3793	182	9	,	,	PUNCT
easat-3793	182	10	on	on	ADP
easat-3793	182	11	-	-	PUNCT
easat-3793	182	12	going	go	VERB
easat-3793	182	13	audit	audit	NOUN
easat-3793	182	14	and	and	CCONJ
easat-3793	182	15	ethical	ethical	ADJ
easat-3793	182	16	supervised	supervised	ADJ
easat-3793	182	17	are	be	AUX
easat-3793	182	18	key	key	ADJ
easat-3793	182	19	in	in	ADP
easat-3793	182	20	deploying	deploy	VERB
easat-3793	182	21	those	those	DET
easat-3793	182	22	ai	ai	VERB
easat-3793	182	23	based	base	VERB
easat-3793	182	24	safeguards	safeguard	NOUN
easat-3793	182	25	to	to	PART
easat-3793	182	26	mitigate	mitigate	VERB
easat-3793	182	27	unintended	unintended	ADJ
easat-3793	182	28	results	result	NOUN
easat-3793	182	29	and	and	CCONJ
easat-3793	182	30	equity	equity	NOUN
easat-3793	182	31	for	for	ADP
easat-3793	182	32	fairness	fairness	NOUN
easat-3793	182	33	[	[	X
easat-3793	182	34	21	21	NUM
easat-3793	182	35	]	]	PUNCT
easat-3793	182	36	.	.	PUNCT
easat-3793	183	1	figure	figure	NOUN
easat-3793	183	2	8	8	NUM
easat-3793	183	3	.	.	PUNCT
easat-3793	184	1	maturity	maturity	NOUN
easat-3793	184	2	levels	level	NOUN
easat-3793	184	3	of	of	ADP
easat-3793	184	4	application	application	NOUN
easat-3793	184	5	of	of	ADP
easat-3793	184	6	ai	ai	NOUN
easat-3793	184	7	in	in	ADP
easat-3793	184	8	healthcare	healthcare	NOUN
easat-3793	184	9	delivery	delivery	NOUN
easat-3793	184	10	.	.	PUNCT
easat-3793	185	1	•	•	NUM
easat-3793	185	2	balance	balance	NOUN
easat-3793	185	3	is	be	AUX
easat-3793	185	4	important	important	ADJ
easat-3793	185	5	,	,	PUNCT
easat-3793	185	6	it	it	PRON
easat-3793	185	7	needs	need	VERB
easat-3793	185	8	to	to	PART
easat-3793	185	9	be	be	AUX
easat-3793	185	10	evaluated	evaluate	VERB
easat-3793	185	11	between	between	ADP
easat-3793	185	12	risk	risk	NOUN
easat-3793	185	13	and	and	CCONJ
easat-3793	185	14	risk	risk	NOUN
easat-3793	185	15	.	.	PUNCT
easat-3793	186	1	that	that	PRON
easat-3793	186	2	ai	ai	VERB
easat-3793	186	3	strengthens	strengthen	VERB
easat-3793	186	4	the	the	DET
easat-3793	186	5	security	security	NOUN
easat-3793	186	6	protocols	protocol	NOUN
easat-3793	186	7	also	also	ADV
easat-3793	186	8	raises	raise	VERB
easat-3793	186	9	challenges	challenge	NOUN
easat-3793	186	10	such	such	ADJ
easat-3793	186	11	as	as	ADP
easat-3793	186	12	cyber	cyber	PROPN
easat-3793	186	13	privacy	privacy	NOUN
easat-3793	186	14	violations	violation	NOUN
easat-3793	186	15	,	,	PUNCT
easat-3793	186	16	unauthorized	unauthorized	ADJ
easat-3793	186	17	access	access	NOUN
easat-3793	186	18	to	to	ADP
easat-3793	186	19	data	datum	NOUN
easat-3793	186	20	,	,	PUNCT
easat-3793	186	21	and	and	CCONJ
easat-3793	186	22	a	a	DET
easat-3793	186	23	bit	bit	NOUN
easat-3793	186	24	too	too	ADV
easat-3793	186	25	much	much	ADJ
easat-3793	186	26	reliance	reliance	NOUN
easat-3793	186	27	on	on	ADP
easat-3793	186	28	automated	automate	VERB
easat-3793	186	29	systems	system	NOUN
easat-3793	186	30	.	.	PUNCT
easat-3793	187	1	they	they	PRON
easat-3793	187	2	analyze	analyze	VERB
easat-3793	187	3	that	that	PRON
easat-3793	187	4	to	to	PART
easat-3793	187	5	deliver	deliver	VERB
easat-3793	187	6	real	real	ADJ
easat-3793	187	7	value	value	NOUN
easat-3793	187	8	through	through	ADP
easat-3793	187	9	ai	ai	PROPN
easat-3793	187	10	,	,	PUNCT
easat-3793	187	11	organizations	organization	NOUN
easat-3793	187	12	must	must	AUX
easat-3793	187	13	undertake	undertake	VERB
easat-3793	187	14	exhaustive	exhaustive	ADJ
easat-3793	187	15	risk	risk	NOUN
easat-3793	187	16	and	and	CCONJ
easat-3793	187	17	benefit	benefit	NOUN
easat-3793	187	18	assessment	assessment	NOUN
easat-3793	187	19	to	to	PART
easat-3793	187	20	find	find	VERB
easat-3793	187	21	where	where	SCONJ
easat-3793	187	22	ai	ai	NOUN
easat-3793	187	23	will	will	AUX
easat-3793	187	24	make	make	VERB
easat-3793	187	25	an	an	DET
easat-3793	187	26	impact	impact	NOUN
easat-3793	187	27	,	,	PUNCT
easat-3793	187	28	and	and	CCONJ
easat-3793	187	29	institute	institute	VERB
easat-3793	187	30	good	good	ADJ
easat-3793	187	31	risk	risk	NOUN
easat-3793	187	32	mitigation	mitigation	NOUN
easat-3793	187	33	approaches	approach	NOUN
easat-3793	187	34	[	[	X
easat-3793	187	35	22	22	NUM
easat-3793	187	36	]	]	PUNCT
easat-3793	187	37	.	.	PUNCT
easat-3793	188	1	•	•	NUM
easat-3793	188	2	collaborative	collaborative	ADJ
easat-3793	188	3	governance	governance	NOUN
easat-3793	188	4	and	and	CCONJ
easat-3793	188	5	multi	multi	ADJ
easat-3793	188	6	-	-	ADJ
easat-3793	188	7	stakeholder	stakeholder	ADJ
easat-3793	188	8	approaches	approach	VERB
easat-3793	188	9	:	:	PUNCT
easat-3793	188	10	the	the	DET
easat-3793	188	11	successful	successful	ADJ
easat-3793	188	12	protection	protection	NOUN
easat-3793	188	13	of	of	ADP
easat-3793	188	14	data	datum	NOUN
easat-3793	188	15	requires	require	VERB
easat-3793	188	16	collaboration	collaboration	NOUN
easat-3793	188	17	among	among	ADP
easat-3793	188	18	public	public	ADJ
easat-3793	188	19	health	health	NOUN
easat-3793	188	20	agencies	agency	NOUN
easat-3793	188	21	,	,	PUNCT
easat-3793	188	22	technology	technology	NOUN
easat-3793	188	23	developers	developer	NOUN
easat-3793	188	24	and	and	CCONJ
easat-3793	188	25	regulatory	regulatory	ADJ
easat-3793	188	26	bodies	body	NOUN
easat-3793	188	27	.	.	PUNCT
easat-3793	189	1	structured	structured	ADJ
easat-3793	189	2	models	model	NOUN
easat-3793	189	3	of	of	ADP
easat-3793	189	4	multi	multi	ADJ
easat-3793	189	5	stakeholder	stakeholder	NOUN
easat-3793	189	6	governance	governance	NOUN
easat-3793	189	7	can	can	AUX
easat-3793	189	8	be	be	AUX
easat-3793	189	9	a	a	DET
easat-3793	189	10	useful	useful	ADJ
easat-3793	189	11	approach	approach	NOUN
easat-3793	189	12	for	for	ADP
easat-3793	189	13	addressing	address	VERB
easat-3793	189	14	regulatory	regulatory	ADJ
easat-3793	189	15	gaps	gap	NOUN
easat-3793	189	16	,	,	PUNCT
easat-3793	189	17	ethical	ethical	ADJ
easat-3793	189	18	dilemmas	dilemma	NOUN
easat-3793	189	19	and	and	CCONJ
easat-3793	189	20	technical	technical	ADJ
easat-3793	189	21	challenges	challenge	NOUN
easat-3793	189	22	.	.	PUNCT
easat-3793	190	1	harmonization	harmonization	NOUN
easat-3793	190	2	of	of	ADP
easat-3793	190	3	policies	policy	NOUN
easat-3793	190	4	and	and	CCONJ
easat-3793	190	5	practices	practice	NOUN
easat-3793	190	6	across	across	ADP
easat-3793	190	7	diverse	diverse	ADJ
easat-3793	190	8	stakeholders	stakeholder	NOUN
easat-3793	190	9	can	can	AUX
easat-3793	190	10	be	be	AUX
easat-3793	190	11	achieved	achieve	VERB
easat-3793	190	12	through	through	ADP
easat-3793	190	13	forums	forum	NOUN
easat-3793	190	14	where	where	SCONJ
easat-3793	190	15	policies	policy	NOUN
easat-3793	190	16	and	and	CCONJ
easat-3793	190	17	practices	practice	NOUN
easat-3793	190	18	are	be	AUX
easat-3793	190	19	shared	share	VERB
easat-3793	190	20	,	,	PUNCT
easat-3793	190	21	knowledge	knowledge	NOUN
easat-3793	190	22	is	be	AUX
easat-3793	190	23	shared	share	VERB
easat-3793	190	24	,	,	PUNCT
easat-3793	190	25	there	there	PRON
easat-3793	190	26	is	be	VERB
easat-3793	190	27	innovation	innovation	NOUN
easat-3793	190	28	and	and	CCONJ
easat-3793	190	29	people	people	NOUN
easat-3793	190	30	are	be	AUX
easat-3793	190	31	held	hold	VERB
easat-3793	190	32	accountable	accountable	ADJ
easat-3793	190	33	[	[	X
easat-3793	190	34	23	23	NUM
easat-3793	190	35	]	]	PUNCT
easat-3793	190	36	.	.	PUNCT
easat-3793	191	1	•	•	NUM
easat-3793	191	2	ensuring	ensure	VERB
easat-3793	191	3	privacy	privacy	NOUN
easat-3793	191	4	-	-	PUNCT
easat-3793	191	5	by	by	ADP
easat-3793	191	6	-	-	PUNCT
easat-3793	191	7	design	design	NOUN
easat-3793	191	8	:	:	PUNCT
easat-3793	191	9	to	to	ADP
easat-3793	191	10	that	that	DET
easat-3793	191	11	end	end	NOUN
easat-3793	191	12	,	,	PUNCT
easat-3793	191	13	privacy	privacy	NOUN
easat-3793	191	14	by	by	ADP
easat-3793	191	15	design	design	NOUN
easat-3793	191	16	principles	principle	NOUN
easat-3793	191	17	is	be	AUX
easat-3793	191	18	designed	design	VERB
easat-3793	191	19	to	to	PART
easat-3793	191	20	be	be	AUX
easat-3793	191	21	applied	apply	VERB
easat-3793	191	22	across	across	ADP
easat-3793	191	23	the	the	DET
easat-3793	191	24	spectrum	spectrum	NOUN
easat-3793	191	25	of	of	ADP
easat-3793	191	26	ai	ai	PROPN
easat-3793	191	27	deployment	deployment	NOUN
easat-3793	191	28	,	,	PUNCT
easat-3793	191	29	from	from	ADP
easat-3793	191	30	incorporating	incorporate	VERB
easat-3793	191	31	data	datum	NOUN
easat-3793	191	32	protection	protection	NOUN
easat-3793	191	33	in	in	ADP
easat-3793	191	34	systems	system	NOUN
easat-3793	191	35	at	at	ADP
easat-3793	191	36	all	all	DET
easat-3793	191	37	stages	stage	NOUN
easat-3793	191	38	of	of	ADP
easat-3793	191	39	development	development	NOUN
easat-3793	191	40	.	.	PUNCT
easat-3793	192	1	however	however	ADV
easat-3793	192	2	,	,	PUNCT
easat-3793	192	3	to	to	PART
easat-3793	192	4	facilitate	facilitate	VERB
easat-3793	192	5	ai	ai	PRON
easat-3793	192	6	innovation	innovation	NOUN
easat-3793	192	7	and	and	CCONJ
easat-3793	192	8	protect	protect	VERB
easat-3793	192	9	valuable	valuable	ADJ
easat-3793	192	10	health	health	NOUN
easat-3793	192	11	data	datum	NOUN
easat-3793	192	12	,	,	PUNCT
easat-3793	192	13	privacy8318	privacy8318	PROPN
easat-3793	192	14	edelweiss	edelweiss	PROPN
easat-3793	192	15	applied	apply	VERB
easat-3793	192	16	science	science	NOUN
easat-3793	192	17	and	and	CCONJ
easat-3793	192	18	technology	technology	NOUN
easat-3793	192	19	issn	issn	PROPN
easat-3793	192	20	:	:	PUNCT
easat-3793	192	21	2576	2576	NUM
easat-3793	192	22	-	-	SYM
easat-3793	192	23	8484	8484	NUM
easat-3793	192	24	vol	vol	NOUN
easat-3793	192	25	.	.	PROPN
easat-3793	192	26	8	8	NUM
easat-3793	192	27	,	,	PUNCT
easat-3793	192	28	no	no	INTJ
easat-3793	192	29	.	.	NOUN
easat-3793	192	30	6	6	NUM
easat-3793	192	31	:	:	SYM
easat-3793	192	32	8308	8308	NUM
easat-3793	192	33	-	-	SYM
easat-3793	192	34	8321	8321	NUM
easat-3793	192	35	,	,	PUNCT
easat-3793	192	36	2024	2024	NUM
easat-3793	192	37	doi	doi	NOUN
easat-3793	192	38	:	:	PUNCT
easat-3793	192	39	10.55214/25768484.v8i6.3793	10.55214/25768484.v8i6.3793	NUM
easat-3793	192	40	©	©	PROPN
easat-3793	192	41	2024	2024	NUM
easat-3793	192	42	by	by	ADP
easat-3793	192	43	the	the	DET
easat-3793	192	44	authors	author	NOUN
easat-3793	192	45	;	;	PUNCT
easat-3793	192	46	licensee	licensee	PROPN
easat-3793	192	47	learning	learn	VERB
easat-3793	192	48	gate	gate	NOUN
easat-3793	192	49	enhancing	enhance	VERB
easat-3793	192	50	technologies	technology	NOUN
easat-3793	192	51	(	(	PUNCT
easat-3793	192	52	pets	pet	NOUN
easat-3793	192	53	)	)	PUNCT
easat-3793	192	54	including	include	VERB
easat-3793	192	55	differential	differential	NOUN
easat-3793	192	56	privacy	privacy	NOUN
easat-3793	192	57	and	and	CCONJ
easat-3793	192	58	homomorphic	homomorphic	ADJ
easat-3793	192	59	encryption	encryption	NOUN
easat-3793	192	60	—	—	PUNCT
easat-3793	192	61	hold	hold	VERB
easat-3793	192	62	much	much	ADJ
easat-3793	192	63	promise	promise	NOUN
easat-3793	192	64	.	.	PUNCT
easat-3793	193	1	finally	finally	ADV
easat-3793	193	2	,	,	PUNCT
easat-3793	193	3	diverse	diverse	ADJ
easat-3793	193	4	approaches	approach	NOUN
easat-3793	193	5	are	be	AUX
easat-3793	193	6	required	require	VERB
easat-3793	193	7	to	to	PART
easat-3793	193	8	balance	balance	VERB
easat-3793	193	9	innovation	innovation	NOUN
easat-3793	193	10	and	and	CCONJ
easat-3793	193	11	privacy	privacy	NOUN
easat-3793	193	12	in	in	ADP
easat-3793	193	13	the	the	DET
easat-3793	193	14	context	context	NOUN
easat-3793	193	15	of	of	ADP
easat-3793	193	16	aibased	aibased	ADJ
easat-3793	193	17	data	datum	NOUN
easat-3793	193	18	protection	protection	NOUN
easat-3793	193	19	.	.	PUNCT
easat-3793	194	1	ai	ai	AUX
easat-3793	194	2	can	can	AUX
easat-3793	194	3	evolve	evolve	VERB
easat-3793	194	4	public	public	ADJ
easat-3793	194	5	health	health	NOUN
easat-3793	194	6	systems	system	NOUN
easat-3793	194	7	complexifying	complexify	VERB
easat-3793	194	8	and	and	CCONJ
easat-3793	194	9	ameliorating	ameliorate	VERB
easat-3793	194	10	algorithmic	algorithmic	ADJ
easat-3793	194	11	bias	bias	NOUN
easat-3793	194	12	,	,	PUNCT
easat-3793	194	13	transforming	transform	VERB
easat-3793	194	14	public	public	ADJ
easat-3793	194	15	health	health	NOUN
easat-3793	194	16	systems	system	NOUN
easat-3793	194	17	to	to	PART
easat-3793	194	18	be	be	AUX
easat-3793	194	19	more	more	ADV
easat-3793	194	20	transparent	transparent	ADJ
easat-3793	194	21	,	,	PUNCT
easat-3793	194	22	more	more	ADV
easat-3793	194	23	collaborative	collaborative	ADJ
easat-3793	194	24	,	,	PUNCT
easat-3793	194	25	and	and	CCONJ
easat-3793	194	26	more	more	ADV
easat-3793	194	27	ethical	ethical	ADJ
easat-3793	194	28	in	in	ADP
easat-3793	194	29	data	datum	NOUN
easat-3793	194	30	security	security	NOUN
easat-3793	194	31	and	and	CCONJ
easat-3793	194	32	ethics	ethic	NOUN
easat-3793	194	33	for	for	ADP
easat-3793	194	34	public	public	ADJ
easat-3793	194	35	trust	trust	NOUN
easat-3793	194	36	.	.	PUNCT
easat-3793	195	1	the	the	DET
easat-3793	195	2	results	result	NOUN
easat-3793	195	3	suggest	suggest	VERB
easat-3793	195	4	that	that	SCONJ
easat-3793	195	5	in	in	ADP
easat-3793	195	6	order	order	NOUN
easat-3793	195	7	for	for	ADP
easat-3793	195	8	other	other	ADJ
easat-3793	195	9	public	public	ADJ
easat-3793	195	10	health	health	NOUN
easat-3793	195	11	data	datum	NOUN
easat-3793	195	12	to	to	PART
easat-3793	195	13	be	be	AUX
easat-3793	195	14	used	use	VERB
easat-3793	195	15	responsibly	responsibly	ADV
easat-3793	195	16	,	,	PUNCT
easat-3793	195	17	policy	policy	NOUN
easat-3793	195	18	needs	need	VERB
easat-3793	195	19	to	to	PART
easat-3793	195	20	keep	keep	VERB
easat-3793	195	21	pace	pace	NOUN
easat-3793	195	22	,	,	PUNCT
easat-3793	195	23	ethical	ethical	ADJ
easat-3793	195	24	monitoring	monitoring	NOUN
easat-3793	195	25	must	must	AUX
easat-3793	195	26	ensue	ensue	VERB
easat-3793	195	27	,	,	PUNCT
easat-3793	195	28	and	and	CCONJ
easat-3793	195	29	advances	advance	NOUN
easat-3793	195	30	must	must	AUX
easat-3793	195	31	be	be	AUX
easat-3793	195	32	made	make	VERB
easat-3793	195	33	technically	technically	ADV
easat-3793	195	34	[	[	X
easat-3793	195	35	24	24	NUM
easat-3793	195	36	]	]	PUNCT
easat-3793	195	37	.	.	PUNCT
easat-3793	196	1	6	6	X
easat-3793	196	2	.	.	X
easat-3793	196	3	limitation	limitation	NOUN
easat-3793	196	4	and	and	CCONJ
easat-3793	196	5	opportunities	opportunity	NOUN
easat-3793	196	6	for	for	ADP
easat-3793	196	7	future	future	ADJ
easat-3793	196	8	research	research	NOUN
easat-3793	196	9	6.1	6.1	NUM
easat-3793	196	10	.	.	PUNCT
easat-3793	197	1	limitation	limitation	NOUN
easat-3793	197	2	of	of	ADP
easat-3793	197	3	ai	ai	NOUN
easat-3793	197	4	in	in	ADP
easat-3793	197	5	data	data	NOUN
easat-3793	197	6	protection	protection	NOUN
easat-3793	197	7	federated	federate	VERB
easat-3793	197	8	learning	learning	NOUN
easat-3793	197	9	for	for	ADP
easat-3793	197	10	collaborative	collaborative	ADJ
easat-3793	197	11	data	datum	NOUN
easat-3793	197	12	analysis	analysis	NOUN
easat-3793	197	13	has	have	VERB
easat-3793	197	14	innovative	innovative	ADJ
easat-3793	197	15	method	method	NOUN
easat-3793	197	16	allows	allow	VERB
easat-3793	197	17	for	for	ADP
easat-3793	197	18	multiinstitutional	multiinstitutional	ADJ
easat-3793	197	19	data	datum	NOUN
easat-3793	197	20	sharing	sharing	NOUN
easat-3793	197	21	and	and	CCONJ
easat-3793	197	22	analysis	analysis	NOUN
easat-3793	197	23	in	in	ADP
easat-3793	197	24	a	a	DET
easat-3793	197	25	private	private	ADJ
easat-3793	197	26	preserving	preserving	ADJ
easat-3793	197	27	way	way	NOUN
easat-3793	197	28	.	.	PUNCT
easat-3793	198	1	training	training	NOUN
easat-3793	198	2	on	on	ADP
easat-3793	198	3	decentralized	decentralize	VERB
easat-3793	198	4	datasets	dataset	NOUN
easat-3793	198	5	frees	free	VERB
easat-3793	198	6	data	datum	NOUN
easat-3793	198	7	from	from	ADP
easat-3793	198	8	being	be	AUX
easat-3793	198	9	sent	send	VERB
easat-3793	198	10	to	to	ADP
easat-3793	198	11	a	a	DET
easat-3793	198	12	centralized	centralized	ADJ
easat-3793	198	13	server	server	NOUN
easat-3793	198	14	,	,	PUNCT
easat-3793	198	15	so	so	SCONJ
easat-3793	198	16	that	that	SCONJ
easat-3793	198	17	artificial	artificial	ADJ
easat-3793	198	18	intelligence	intelligence	NOUN
easat-3793	198	19	models	model	NOUN
easat-3793	198	20	can	can	AUX
easat-3793	198	21	be	be	AUX
easat-3793	198	22	trained	train	VERB
easat-3793	198	23	.	.	PUNCT
easat-3793	199	1	this	this	PRON
easat-3793	199	2	has	have	AUX
easat-3793	199	3	enabled	enable	VERB
easat-3793	199	4	a	a	DET
easat-3793	199	5	convergence	convergence	NOUN
easat-3793	199	6	of	of	ADP
easat-3793	199	7	activities	activity	NOUN
easat-3793	199	8	that	that	PRON
easat-3793	199	9	fit	fit	VERB
easat-3793	199	10	to	to	ADP
easat-3793	199	11	the	the	DET
easat-3793	199	12	principles	principle	NOUN
easat-3793	199	13	of	of	ADP
easat-3793	199	14	public	public	ADJ
easat-3793	199	15	health	health	NOUN
easat-3793	199	16	agencies	agency	NOUN
easat-3793	199	17	,	,	PUNCT
easat-3793	199	18	hospitals	hospital	NOUN
easat-3793	199	19	and	and	CCONJ
easat-3793	199	20	research	research	NOUN
easat-3793	199	21	institutions	institution	NOUN
easat-3793	199	22	on	on	ADP
easat-3793	199	23	building	build	VERB
easat-3793	199	24	ai	ai	VERB
easat-3793	199	25	driven	drive	VERB
easat-3793	199	26	solutions	solution	NOUN
easat-3793	199	27	for	for	ADP
easat-3793	199	28	detection	detection	NOUN
easat-3793	199	29	of	of	ADP
easat-3793	199	30	threats	threat	NOUN
easat-3793	199	31	and	and	CCONJ
easat-3793	199	32	disease	disease	NOUN
easat-3793	199	33	surveillance	surveillance	NOUN
easat-3793	199	34	while	while	SCONJ
easat-3793	199	35	adhering	adhere	VERB
easat-3793	199	36	to	to	ADP
easat-3793	199	37	data	data	NOUN
easat-3793	199	38	protection	protection	NOUN
easat-3793	199	39	regulations	regulation	NOUN
easat-3793	199	40	[	[	X
easat-3793	199	41	25	25	NUM
easat-3793	199	42	]	]	PUNCT
easat-3793	199	43	figure	figure	NOUN
easat-3793	199	44	9	9	NUM
easat-3793	199	45	.	.	PUNCT
easat-3793	199	46	challenges	challenge	NOUN
easat-3793	199	47	of	of	ADP
easat-3793	199	48	ai	ai	VERB
easat-3793	199	49	in	in	ADP
easat-3793	199	50	real	real	ADJ
easat-3793	199	51	time	time	NOUN
easat-3793	199	52	.	.	PUNCT
easat-3793	200	1	•	•	NOUN
easat-3793	200	2	data	datum	NOUN
easat-3793	200	3	silos	silo	NOUN
easat-3793	200	4	remain	remain	VERB
easat-3793	200	5	a	a	DET
easat-3793	200	6	major	major	ADJ
easat-3793	200	7	issue	issue	NOUN
easat-3793	200	8	and	and	CCONJ
easat-3793	200	9	federated	federated	ADJ
easat-3793	200	10	learning	learning	NOUN
easat-3793	200	11	can	can	AUX
easat-3793	200	12	offer	offer	VERB
easat-3793	200	13	a	a	DET
easat-3793	200	14	good	good	ADJ
easat-3793	200	15	solution	solution	NOUN
easat-3793	200	16	to	to	ADP
easat-3793	200	17	that	that	PRON
easat-3793	200	18	in	in	ADP
easat-3793	200	19	concert	concert	NOUN
easat-3793	200	20	with	with	ADP
easat-3793	200	21	privacy	privacy	NOUN
easat-3793	200	22	regulations	regulation	NOUN
easat-3793	200	23	like	like	ADP
easat-3793	200	24	hipaa	hipaa	NOUN
easat-3793	200	25	.	.	PUNCT
easat-3793	201	1	how	how	SCONJ
easat-3793	201	2	ai	ai	VERB
easat-3793	201	3	technologies	technology	NOUN
easat-3793	201	4	evolve	evolve	VERB
easat-3793	201	5	will	will	AUX
easat-3793	201	6	have	have	VERB
easat-3793	201	7	a	a	DET
easat-3793	201	8	tremendous	tremendous	ADJ
easat-3793	201	9	effect	effect	NOUN
easat-3793	201	10	on	on	ADP
easat-3793	201	11	the	the	DET
easat-3793	201	12	strategic	strategic	ADJ
easat-3793	201	13	and	and	CCONJ
easat-3793	201	14	ethical	ethical	ADJ
easat-3793	201	15	integration	integration	NOUN
easat-3793	201	16	of	of	ADP
easat-3793	201	17	ai	ai	VERB
easat-3793	201	18	in	in	ADP
easat-3793	201	19	the	the	DET
easat-3793	201	20	field	field	NOUN
easat-3793	201	21	of	of	ADP
easat-3793	201	22	data	datum	NOUN
easat-3793	201	23	protection	protection	NOUN
easat-3793	201	24	in	in	ADP
easat-3793	201	25	public	public	ADJ
easat-3793	201	26	health	health	NOUN
easat-3793	201	27	.	.	PUNCT
easat-3793	202	1	additionally	additionally	ADV
easat-3793	202	2	,	,	PUNCT
easat-3793	202	3	the	the	DET
easat-3793	202	4	results	result	NOUN
easat-3793	202	5	reinforce	reinforce	VERB
easat-3793	202	6	untapped	untapped	ADJ
easat-3793	202	7	opportunity	opportunity	NOUN
easat-3793	202	8	to	to	PART
easat-3793	202	9	progress	progress	VERB
easat-3793	202	10	ai	ai	VERB
easat-3793	202	11	's	's	PART
easat-3793	202	12	ability	ability	NOUN
easat-3793	202	13	to	to	PART
easat-3793	202	14	enhance	enhance	VERB
easat-3793	202	15	data	data	NOUN
easat-3793	202	16	protection	protection	NOUN
easat-3793	202	17	for	for	ADP
easat-3793	202	18	public	public	ADJ
easat-3793	202	19	health	health	NOUN
easat-3793	203	1	[	[	X
easat-3793	203	2	26	26	NUM
easat-3793	203	3	]	]	PUNCT
easat-3793	203	4	.	.	PUNCT
easat-3793	204	1	•	•	NOUN
easat-3793	204	2	utilizing	utilize	VERB
easat-3793	204	3	ai	ai	ADJ
easat-3793	204	4	-	-	PUNCT
easat-3793	204	5	driven	drive	VERB
easat-3793	204	6	analytics	analytic	NOUN
easat-3793	204	7	for	for	ADP
easat-3793	204	8	predictive	predictive	ADJ
easat-3793	204	9	security	security	NOUN
easat-3793	204	10	measures	measure	NOUN
easat-3793	204	11	:	:	PUNCT
easat-3793	204	12	ai	ai	AUX
easat-3793	204	13	can	can	AUX
easat-3793	204	14	perform	perform	VERB
easat-3793	204	15	scrutiny	scrutiny	NOUN
easat-3793	204	16	of	of	ADP
easat-3793	204	17	a	a	DET
easat-3793	204	18	huge	huge	ADJ
easat-3793	204	19	and	and	CCONJ
easat-3793	204	20	varied	varied	ADJ
easat-3793	204	21	data	data	NOUN
easat-3793	204	22	sets	set	NOUN
easat-3793	204	23	so	so	SCONJ
easat-3793	204	24	that	that	DET
easat-3793	204	25	predictive	predictive	ADJ
easat-3793	204	26	modeling	modeling	NOUN
easat-3793	204	27	with	with	ADP
easat-3793	204	28	its	its	PRON
easat-3793	204	29	capacity	capacity	NOUN
easat-3793	204	30	to	to	PART
easat-3793	204	31	predict	predict	VERB
easat-3793	204	32	possible	possible	ADJ
easat-3793	204	33	security	security	NOUN
easat-3793	204	34	threat	threat	NOUN
easat-3793	204	35	events	event	NOUN
easat-3793	204	36	before	before	SCONJ
easat-3793	204	37	they	they	PRON
easat-3793	204	38	appear	appear	VERB
easat-3793	204	39	.	.	PUNCT
easat-3793	205	1	ai	ai	VERB
easat-3793	205	2	powered	power	VERB
easat-3793	205	3	predictive	predictive	ADJ
easat-3793	205	4	security	security	NOUN
easat-3793	205	5	tools	tool	NOUN
easat-3793	205	6	are	be	AUX
easat-3793	205	7	capable	capable	ADJ
easat-3793	205	8	enough	enough	ADV
easat-3793	205	9	to	to	PART
easat-3793	205	10	identify	identify	VERB
easat-3793	205	11	system	system	NOUN
easat-3793	205	12	vulnerabilities	vulnerability	NOUN
easat-3793	205	13	,	,	PUNCT
easat-3793	205	14	predict	predict	VERB
easat-3793	205	15	malicious	malicious	ADJ
easat-3793	205	16	activities	activity	NOUN
easat-3793	205	17	and	and	CCONJ
easat-3793	205	18	recommend	recommend	VERB
easat-3793	205	19	proactive	proactive	ADJ
easat-3793	205	20	counter	counter	NOUN
easat-3793	205	21	measures	measure	NOUN
easat-3793	205	22	.	.	PUNCT
easat-3793	206	1	part	part	NOUN
easat-3793	206	2	of	of	ADP
easat-3793	206	3	this	this	DET
easat-3793	206	4	transition	transition	NOUN
easat-3793	206	5	from	from	ADP
easat-3793	206	6	a	a	DET
easat-3793	206	7	reactive	reactive	NOUN
easat-3793	206	8	to	to	ADP
easat-3793	206	9	a	a	DET
easat-3793	206	10	predictive	predictive	ADJ
easat-3793	206	11	approach	approach	NOUN
easat-3793	206	12	acts	act	VERB
easat-3793	206	13	as	as	ADP
easat-3793	206	14	a	a	DET
easat-3793	206	15	guarantee	guarantee	NOUN
easat-3793	206	16	that	that	SCONJ
easat-3793	206	17	public	public	ADJ
easat-3793	206	18	health	health	NOUN
easat-3793	206	19	agencies	agency	NOUN
easat-3793	206	20	continue	continue	VERB
easat-3793	206	21	to	to	PART
easat-3793	206	22	be	be	AUX
easat-3793	206	23	proactive	proactive	ADJ
easat-3793	206	24	about	about	ADP
easat-3793	206	25	protecting	protect	VERB
easat-3793	206	26	sensitive	sensitive	ADJ
easat-3793	206	27	patient	patient	ADJ
easat-3793	206	28	information	information	NOUN
easat-3793	206	29	.	.	PUNCT
easat-3793	207	1	•	•	NOUN
easat-3793	207	2	using	use	VERB
easat-3793	207	3	ai	ai	VERB
easat-3793	207	4	to	to	PART
easat-3793	207	5	build	build	VERB
easat-3793	207	6	into	into	ADP
easat-3793	207	7	the	the	DET
easat-3793	207	8	systems	system	NOUN
easat-3793	207	9	that	that	PRON
easat-3793	207	10	manage	manage	VERB
easat-3793	207	11	security	security	NOUN
easat-3793	207	12	events	event	NOUN
easat-3793	207	13	in	in	ADP
easat-3793	207	14	incident	incident	NOUN
easat-3793	207	15	response	response	NOUN
easat-3793	207	16	can	can	AUX
easat-3793	207	17	make	make	VERB
easat-3793	207	18	a	a	DET
easat-3793	207	19	tremendous	tremendous	ADJ
easat-3793	207	20	difference	difference	NOUN
easat-3793	207	21	to	to	ADP
easat-3793	207	22	efficiency	efficiency	NOUN
easat-3793	207	23	and	and	CCONJ
easat-3793	207	24	accuracy	accuracy	NOUN
easat-3793	207	25	.	.	PUNCT
easat-3793	208	1	ai	ai	PROPN
easat-3793	208	2	models	model	NOUN
easat-3793	208	3	are	be	AUX
easat-3793	208	4	used	use	VERB
easat-3793	208	5	by	by	ADP
easat-3793	208	6	automated	automate	VERB
easat-3793	208	7	incident	incident	NOUN
easat-3793	208	8	response	response	NOUN
easat-3793	208	9	tools	tool	NOUN
easat-3793	208	10	to	to	PART
easat-3793	208	11	identify	identify	VERB
easat-3793	208	12	breaches	breach	NOUN
easat-3793	208	13	,	,	PUNCT
easat-3793	208	14	perform	perform	VERB
easat-3793	208	15	root	root	NOUN
easat-3793	208	16	cause	cause	NOUN
easat-3793	208	17	analysis	analysis	NOUN
easat-3793	208	18	and	and	CCONJ
easat-3793	208	19	immediately	immediately	ADV
easat-3793	208	20	trigger	trigger	VERB
easat-3793	208	21	mitigation	mitigation	NOUN
easat-3793	208	22	protocols	protocol	NOUN
easat-3793	208	23	.	.	PUNCT
easat-3793	209	1	additionally	additionally	ADV
easat-3793	209	2	,	,	PUNCT
easat-3793	209	3	artificial	artificial	ADJ
easat-3793	209	4	intelligence	intelligence	NOUN
easat-3793	209	5	may	may	AUX
easat-3793	209	6	strengthen	strengthen	VERB
easat-3793	209	7	the	the	DET
easat-3793	209	8	classification	classification	NOUN
easat-3793	209	9	and	and	CCONJ
easat-3793	209	10	prioritization	prioritization	NOUN
easat-3793	209	11	of	of	ADP
easat-3793	209	12	threats	threat	NOUN
easat-3793	209	13	,	,	PUNCT
easat-3793	209	14	ensuring	ensure	VERB
easat-3793	209	15	cybersecurity	cybersecurity	NOUN
easat-3793	209	16	teams	team	NOUN
easat-3793	209	17	can	can	AUX
easat-3793	209	18	dispatch	dispatch	VERB
easat-3793	209	19	resources	resource	NOUN
easat-3793	209	20	correctly	correctly	ADV
easat-3793	209	21	and	and	CCONJ
easat-3793	209	22	only	only	ADV
easat-3793	209	23	focus	focus	VERB
easat-3793	209	24	on	on	ADP
easat-3793	209	25	big	big	ADJ
easat-3793	209	26	matters	matter	NOUN
easat-3793	209	27	.	.	PUNCT
easat-3793	210	1	8319	8319	NUM
easat-3793	210	2	edelweiss	edelweiss	PROPN
easat-3793	210	3	applied	apply	VERB
easat-3793	210	4	science	science	NOUN
easat-3793	210	5	and	and	CCONJ
easat-3793	210	6	technology	technology	NOUN
easat-3793	210	7	issn	issn	PROPN
easat-3793	210	8	:	:	PUNCT
easat-3793	210	9	2576	2576	NUM
easat-3793	210	10	-	-	SYM
easat-3793	210	11	8484	8484	NUM
easat-3793	210	12	vol	vol	NOUN
easat-3793	210	13	.	.	PROPN
easat-3793	210	14	8	8	NUM
easat-3793	210	15	,	,	PUNCT
easat-3793	210	16	no	no	INTJ
easat-3793	210	17	.	.	NOUN
easat-3793	211	1	6	6	NUM
easat-3793	211	2	:	:	SYM
easat-3793	211	3	8308	8308	NUM
easat-3793	211	4	-	-	SYM
easat-3793	211	5	8321	8321	NUM
easat-3793	211	6	,	,	PUNCT
easat-3793	211	7	2024	2024	NUM
easat-3793	211	8	doi	doi	NOUN
easat-3793	211	9	:	:	PUNCT
easat-3793	211	10	10.55214/25768484.v8i6.3793	10.55214/25768484.v8i6.3793	NUM
easat-3793	211	11	©	©	PROPN
easat-3793	211	12	2024	2024	NUM
easat-3793	211	13	by	by	ADP
easat-3793	211	14	the	the	DET
easat-3793	211	15	authors	author	NOUN
easat-3793	211	16	;	;	PUNCT
easat-3793	211	17	licensee	licensee	PROPN
easat-3793	211	18	learning	learning	NOUN
easat-3793	211	19	gate	gate	VERB
easat-3793	211	20	•	•	NOUN
easat-3793	211	21	collaboration	collaboration	NOUN
easat-3793	211	22	between	between	ADP
easat-3793	211	23	humans	human	NOUN
easat-3793	211	24	and	and	CCONJ
easat-3793	211	25	ai	ai	VERB
easat-3793	211	26	in	in	ADP
easat-3793	211	27	the	the	DET
easat-3793	211	28	realm	realm	NOUN
easat-3793	211	29	of	of	ADP
easat-3793	211	30	ethical	ethical	ADJ
easat-3793	211	31	data	datum	NOUN
easat-3793	211	32	governance	governance	NOUN
easat-3793	211	33	:	:	PUNCT
easat-3793	211	34	despite	despite	SCONJ
easat-3793	211	35	its	its	PRON
easat-3793	211	36	capacity	capacity	NOUN
easat-3793	211	37	to	to	PART
easat-3793	211	38	automate	automate	VERB
easat-3793	211	39	many	many	ADJ
easat-3793	211	40	facts	fact	NOUN
easat-3793	211	41	of	of	ADP
easat-3793	211	42	data	data	NOUN
easat-3793	211	43	protection	protection	NOUN
easat-3793	211	44	,	,	PUNCT
easat-3793	211	45	human	human	ADJ
easat-3793	211	46	oversight	oversight	NOUN
easat-3793	211	47	is	be	AUX
easat-3793	211	48	essential	essential	ADJ
easat-3793	211	49	to	to	PART
easat-3793	211	50	uphold	uphold	VERB
easat-3793	211	51	ethical	ethical	ADJ
easat-3793	211	52	judgment	judgment	NOUN
easat-3793	211	53	,	,	PUNCT
easat-3793	211	54	and	and	CCONJ
easat-3793	211	55	accountability	accountability	NOUN
easat-3793	211	56	.	.	PUNCT
easat-3793	212	1	artificial	artificial	ADJ
easat-3793	212	2	intelligence	intelligence	NOUN
easat-3793	212	3	has	have	VERB
easat-3793	212	4	huge	huge	ADJ
easat-3793	212	5	potential	potential	NOUN
easat-3793	212	6	in	in	ADP
easat-3793	212	7	the	the	DET
easat-3793	212	8	public	public	ADJ
easat-3793	212	9	health	health	NOUN
easat-3793	212	10	systems	system	NOUN
easat-3793	212	11	domain	domain	NOUN
easat-3793	212	12	and	and	CCONJ
easat-3793	212	13	will	will	AUX
easat-3793	212	14	only	only	ADV
easat-3793	212	15	flourish	flourish	VERB
easat-3793	212	16	if	if	SCONJ
easat-3793	212	17	there	there	PRON
easat-3793	212	18	are	be	VERB
easat-3793	212	19	parent	parent	NOUN
easat-3793	212	20	frameworks	framework	NOUN
easat-3793	212	21	,	,	PUNCT
easat-3793	212	22	enabling	enable	VERB
easat-3793	212	23	humans	human	NOUN
easat-3793	212	24	and	and	CCONJ
easat-3793	212	25	ai	ai	VERB
easat-3793	212	26	to	to	PART
easat-3793	212	27	work	work	VERB
easat-3793	212	28	together	together	ADV
easat-3793	212	29	.	.	PUNCT
easat-3793	213	1	human	human	ADJ
easat-3793	213	2	experts	expert	NOUN
easat-3793	213	3	provide	provide	VERB
easat-3793	213	4	results	result	NOUN
easat-3793	213	5	confirmation	confirmation	NOUN
easat-3793	213	6	while	while	SCONJ
easat-3793	213	7	ethical	ethical	ADJ
easat-3793	213	8	problems	problem	NOUN
easat-3793	213	9	are	be	AUX
easat-3793	213	10	addressed	address	VERB
easat-3793	213	11	,	,	PUNCT
easat-3793	213	12	consent	consent	VERB
easat-3793	213	13	to	to	ADP
easat-3793	213	14	,	,	PUNCT
easat-3793	213	15	or	or	CCONJ
easat-3793	213	16	guidance	guidance	NOUN
easat-3793	213	17	is	be	AUX
easat-3793	213	18	given	give	VERB
easat-3793	213	19	by	by	ADP
easat-3793	213	20	the	the	DET
easat-3793	213	21	organization	organization	NOUN
easat-3793	213	22	to	to	PART
easat-3793	213	23	ensure	ensure	VERB
easat-3793	213	24	that	that	SCONJ
easat-3793	213	25	it	it	PRON
easat-3793	213	26	is	be	AUX
easat-3793	213	27	following	follow	VERB
easat-3793	213	28	regulatory	regulatory	ADJ
easat-3793	213	29	standards	standard	NOUN
easat-3793	213	30	[	[	X
easat-3793	213	31	27	27	NUM
easat-3793	213	32	]	]	PUNCT
easat-3793	213	33	.	.	PUNCT
easat-3793	214	1	6.2	6.2	NUM
easat-3793	214	2	.	.	PUNCT
easat-3793	215	1	future	future	ADJ
easat-3793	215	2	opportunities	opportunity	NOUN
easat-3793	215	3	for	for	ADP
easat-3793	215	4	ai	ai	VERB
easat-3793	215	5	in	in	ADP
easat-3793	215	6	data	data	NOUN
easat-3793	215	7	protection	protection	NOUN
easat-3793	215	8	ai	ai	VERB
easat-3793	215	9	in	in	ADP
easat-3793	215	10	data	data	NOUN
easat-3793	215	11	protection	protection	NOUN
easat-3793	215	12	has	have	VERB
easat-3793	215	13	the	the	DET
easat-3793	215	14	potential	potential	NOUN
easat-3793	215	15	to	to	PART
easat-3793	215	16	introduce	introduce	VERB
easat-3793	215	17	several	several	ADJ
easat-3793	215	18	promising	promising	ADJ
easat-3793	215	19	uses	use	NOUN
easat-3793	215	20	in	in	ADP
easat-3793	215	21	improving	improve	VERB
easat-3793	215	22	security	security	NOUN
easat-3793	215	23	and	and	CCONJ
easat-3793	215	24	privacy	privacy	NOUN
easat-3793	215	25	in	in	ADP
easat-3793	215	26	public	public	ADJ
easat-3793	215	27	health	health	NOUN
easat-3793	215	28	systems	system	NOUN
easat-3793	215	29	.	.	PUNCT
easat-3793	216	1	while	while	SCONJ
easat-3793	216	2	the	the	DET
easat-3793	216	3	potential	potential	NOUN
easat-3793	216	4	of	of	ADP
easat-3793	216	5	ai	ai	VERB
easat-3793	216	6	to	to	PART
easat-3793	216	7	enhance	enhance	VERB
easat-3793	216	8	accuracy	accuracy	NOUN
easat-3793	216	9	,	,	PUNCT
easat-3793	216	10	efficiency	efficiency	NOUN
easat-3793	216	11	,	,	PUNCT
easat-3793	216	12	and	and	CCONJ
easat-3793	216	13	resilience	resilience	NOUN
easat-3793	216	14	using	use	VERB
easat-3793	216	15	it	it	PRON
easat-3793	216	16	is	be	AUX
easat-3793	216	17	increasingly	increasingly	ADV
easat-3793	216	18	evident	evident	ADJ
easat-3793	216	19	,	,	PUNCT
easat-3793	216	20	public	public	ADJ
easat-3793	216	21	health	health	NOUN
easat-3793	216	22	agencies	agency	NOUN
easat-3793	216	23	find	find	VERB
easat-3793	216	24	themselves	themselves	PRON
easat-3793	216	25	with	with	ADP
easat-3793	216	26	growing	grow	VERB
easat-3793	216	27	complexity	complexity	NOUN
easat-3793	216	28	to	to	PART
easat-3793	216	29	safeguard	safeguard	VERB
easat-3793	216	30	sensitive	sensitive	ADJ
easat-3793	216	31	information	information	NOUN
easat-3793	216	32	.	.	PUNCT
easat-3793	217	1	from	from	ADP
easat-3793	217	2	here	here	ADV
easat-3793	217	3	,	,	PUNCT
easat-3793	217	4	we	we	PRON
easat-3793	217	5	’ll	’ll	AUX
easat-3793	217	6	break	break	VERB
easat-3793	217	7	down	down	ADP
easat-3793	217	8	specific	specific	ADJ
easat-3793	217	9	future	future	ADJ
easat-3793	217	10	opportunities	opportunity	NOUN
easat-3793	217	11	which	which	PRON
easat-3793	217	12	could	could	AUX
easat-3793	217	13	change	change	VERB
easat-3793	217	14	the	the	DET
easat-3793	217	15	game	game	NOUN
easat-3793	217	16	for	for	ADP
easat-3793	217	17	ai	ai	INTJ
easat-3793	217	18	fueled	fuel	VERB
easat-3793	217	19	data	datum	NOUN
easat-3793	217	20	protection	protection	NOUN
easat-3793	217	21	mechanisms	mechanism	NOUN
easat-3793	217	22	.	.	PUNCT
easat-3793	218	1	•	•	NUM
easat-3793	218	2	integrating	integrate	VERB
easat-3793	218	3	blockchain	blockchain	NOUN
easat-3793	218	4	for	for	ADP
easat-3793	218	5	secure	secure	ADJ
easat-3793	218	6	and	and	CCONJ
easat-3793	218	7	decentralized	decentralized	ADJ
easat-3793	218	8	data	datum	NOUN
easat-3793	218	9	management	management	NOUN
easat-3793	218	10	:	:	PUNCT
easat-3793	218	11	ai	ai	VERB
easat-3793	218	12	and	and	CCONJ
easat-3793	218	13	blockchain	blockchain	PROPN
easat-3793	218	14	technologies	technology	NOUN
easat-3793	218	15	in	in	ADP
easat-3793	218	16	conjunction	conjunction	NOUN
easat-3793	218	17	are	be	AUX
easat-3793	218	18	well	well	ADV
easat-3793	218	19	suited	suited	ADJ
easat-3793	218	20	to	to	ADP
easat-3793	218	21	addressing	address	VERB
easat-3793	218	22	important	important	ADJ
easat-3793	218	23	problems	problem	NOUN
easat-3793	218	24	of	of	ADP
easat-3793	218	25	data	datum	NOUN
easat-3793	218	26	integrity	integrity	NOUN
easat-3793	218	27	and	and	CCONJ
easat-3793	218	28	transparency	transparency	NOUN
easat-3793	218	29	.	.	PUNCT
easat-3793	219	1	blockchain	blockchain	PROPN
easat-3793	219	2	is	be	AUX
easat-3793	219	3	an	an	DET
easat-3793	219	4	immutable	immutable	ADJ
easat-3793	219	5	ledger	ledger	NOUN
easat-3793	219	6	,	,	PUNCT
easat-3793	219	7	which	which	PRON
easat-3793	219	8	means	mean	VERB
easat-3793	219	9	we	we	PRON
easat-3793	219	10	can	can	AUX
easat-3793	219	11	guarantee	guarantee	VERB
easat-3793	219	12	data	data	NOUN
easat-3793	219	13	traceability	traceability	NOUN
easat-3793	219	14	,	,	PUNCT
easat-3793	219	15	meaning	mean	VERB
easat-3793	219	16	that	that	SCONJ
easat-3793	219	17	the	the	DET
easat-3793	219	18	data	datum	NOUN
easat-3793	219	19	can	can	AUX
easat-3793	219	20	not	not	PART
easat-3793	219	21	be	be	AUX
easat-3793	219	22	tampered	tamper	VERB
easat-3793	219	23	with	with	ADP
easat-3793	219	24	,	,	PUNCT
easat-3793	219	25	and	and	CCONJ
easat-3793	219	26	a	a	DET
easat-3793	219	27	complete	complete	ADJ
easat-3793	219	28	historical	historical	ADJ
easat-3793	219	29	audit	audit	NOUN
easat-3793	219	30	trail	trail	NOUN
easat-3793	219	31	of	of	ADP
easat-3793	219	32	sensitive	sensitive	ADJ
easat-3793	219	33	health	health	NOUN
easat-3793	219	34	information	information	NOUN
easat-3793	219	35	is	be	AUX
easat-3793	219	36	provided	provide	VERB
easat-3793	219	37	.	.	PUNCT
easat-3793	220	1	this	this	DET
easat-3793	220	2	idea	idea	NOUN
easat-3793	220	3	can	can	AUX
easat-3793	220	4	be	be	AUX
easat-3793	220	5	interpreted	interpret	VERB
easat-3793	220	6	by	by	ADP
easat-3793	220	7	incorporating	incorporate	VERB
easat-3793	220	8	ai	ai	NOUN
easat-3793	220	9	,	,	PUNCT
easat-3793	220	10	where	where	SCONJ
easat-3793	220	11	these	these	DET
easat-3793	220	12	systems	system	NOUN
easat-3793	220	13	can	can	AUX
easat-3793	220	14	be	be	AUX
easat-3793	220	15	actively	actively	ADV
easat-3793	220	16	watching	watch	VERB
easat-3793	220	17	and	and	CCONJ
easat-3793	220	18	securing	secure	VERB
easat-3793	220	19	distributed	distribute	VERB
easat-3793	220	20	data	datum	NOUN
easat-3793	220	21	networks	network	NOUN
easat-3793	220	22	,	,	PUNCT
easat-3793	220	23	reducing	reduce	VERB
easat-3793	220	24	risk	risk	NOUN
easat-3793	220	25	from	from	ADP
easat-3793	220	26	centralized	centralized	ADJ
easat-3793	220	27	repositories	repository	NOUN
easat-3793	220	28	.	.	PUNCT
easat-3793	221	1	•	•	NUM
easat-3793	221	2	quantum	quantum	NOUN
easat-3793	221	3	-	-	PUNCT
easat-3793	221	4	resistant	resistant	ADJ
easat-3793	221	5	encryption	encryption	NOUN
easat-3793	221	6	models	model	NOUN
easat-3793	221	7	:	:	PUNCT
easat-3793	221	8	these	these	DET
easat-3793	221	9	vulnerabilities	vulnerability	NOUN
easat-3793	221	10	in	in	ADP
easat-3793	221	11	conventional	conventional	ADJ
easat-3793	221	12	cryptographic	cryptographic	ADJ
easat-3793	221	13	schemes	scheme	NOUN
easat-3793	221	14	have	have	AUX
easat-3793	221	15	continued	continue	VERB
easat-3793	221	16	to	to	PART
easat-3793	221	17	be	be	AUX
easat-3793	221	18	magnified	magnify	VERB
easat-3793	221	19	with	with	ADP
easat-3793	221	20	the	the	DET
easat-3793	221	21	progress	progress	NOUN
easat-3793	221	22	of	of	ADP
easat-3793	221	23	quantum	quantum	NOUN
easat-3793	221	24	computing	computing	NOUN
easat-3793	221	25	.	.	PUNCT
easat-3793	222	1	ai	ai	AUX
easat-3793	222	2	can	can	AUX
easat-3793	222	3	bring	bring	VERB
easat-3793	222	4	great	great	ADJ
easat-3793	222	5	enhancements	enhancement	NOUN
easat-3793	222	6	to	to	ADP
easat-3793	222	7	the	the	DET
easat-3793	222	8	creation	creation	NOUN
easat-3793	222	9	of	of	ADP
easat-3793	222	10	quantum	quantum	NOUN
easat-3793	222	11	-	-	PUNCT
easat-3793	222	12	resistant	resistant	ADJ
easat-3793	222	13	algorithms	algorithm	NOUN
easat-3793	222	14	that	that	PRON
easat-3793	222	15	in	in	ADP
easat-3793	222	16	turn	turn	NOUN
easat-3793	222	17	will	will	AUX
easat-3793	222	18	help	help	VERB
easat-3793	222	19	boost	boost	VERB
easat-3793	222	20	encryption	encryption	NOUN
easat-3793	222	21	to	to	PART
easat-3793	222	22	secure	secure	VERB
easat-3793	222	23	data	datum	NOUN
easat-3793	222	24	from	from	ADP
easat-3793	222	25	quantum	quantum	ADJ
easat-3793	222	26	threats	threat	NOUN
easat-3793	222	27	.	.	PUNCT
easat-3793	223	1	integration	integration	NOUN
easat-3793	223	2	of	of	ADP
easat-3793	223	3	advanced	advanced	ADJ
easat-3793	223	4	simulations	simulation	NOUN
easat-3793	223	5	and	and	CCONJ
easat-3793	223	6	optimization	optimization	NOUN
easat-3793	223	7	techniques	technique	NOUN
easat-3793	223	8	will	will	AUX
easat-3793	223	9	allow	allow	VERB
easat-3793	223	10	public	public	ADJ
easat-3793	223	11	health	health	NOUN
easat-3793	223	12	agencies	agency	NOUN
easat-3793	223	13	to	to	PART
easat-3793	223	14	better	well	ADV
easat-3793	223	15	prepare	prepare	VERB
easat-3793	223	16	their	their	PRON
easat-3793	223	17	system	system	NOUN
easat-3793	223	18	against	against	ADP
easat-3793	223	19	future	future	ADJ
easat-3793	223	20	threats	threat	NOUN
easat-3793	223	21	while	while	SCONJ
easat-3793	223	22	maintaining	maintain	VERB
easat-3793	223	23	a	a	DET
easat-3793	223	24	secure	secure	ADJ
easat-3793	223	25	transmission	transmission	NOUN
easat-3793	223	26	and	and	CCONJ
easat-3793	223	27	storage	storage	NOUN
easat-3793	223	28	of	of	ADP
easat-3793	223	29	sensitive	sensitive	ADJ
easat-3793	223	30	patient	patient	ADJ
easat-3793	223	31	information	information	NOUN
easat-3793	223	32	.	.	PUNCT
easat-3793	224	1	•	•	NUM
easat-3793	224	2	advanced	advanced	ADJ
easat-3793	224	3	real	real	ADJ
easat-3793	224	4	-	-	PUNCT
easat-3793	224	5	time	time	NOUN
easat-3793	224	6	threat	threat	NOUN
easat-3793	224	7	intelligence	intelligence	NOUN
easat-3793	224	8	platforms	platform	NOUN
easat-3793	224	9	leverage	leverage	NOUN
easat-3793	224	10	ai	ai	VERB
easat-3793	224	11	to	to	PART
easat-3793	224	12	provide	provide	VERB
easat-3793	224	13	remarkable	remarkable	ADJ
easat-3793	224	14	capabilities	capability	NOUN
easat-3793	224	15	for	for	ADP
easat-3793	224	16	detecting	detect	VERB
easat-3793	224	17	,	,	PUNCT
easat-3793	224	18	analyzing	analyze	VERB
easat-3793	224	19	,	,	PUNCT
easat-3793	224	20	and	and	CCONJ
easat-3793	224	21	responding	respond	VERB
easat-3793	224	22	to	to	ADP
easat-3793	224	23	security	security	NOUN
easat-3793	224	24	threats	threat	NOUN
easat-3793	224	25	with	with	ADP
easat-3793	224	26	unmatched	unmatched	ADJ
easat-3793	224	27	accuracy	accuracy	NOUN
easat-3793	224	28	.	.	PUNCT
easat-3793	225	1	utilizing	utilize	VERB
easat-3793	225	2	advanced	advanced	ADJ
easat-3793	225	3	algorithms	algorithm	NOUN
easat-3793	225	4	and	and	CCONJ
easat-3793	225	5	streamlined	streamlined	ADJ
easat-3793	225	6	processes	process	NOUN
easat-3793	225	7	,	,	PUNCT
easat-3793	225	8	these	these	DET
easat-3793	225	9	systems	system	NOUN
easat-3793	225	10	can	can	AUX
easat-3793	225	11	examine	examine	VERB
easat-3793	225	12	extensive	extensive	ADJ
easat-3793	225	13	datasets	dataset	NOUN
easat-3793	225	14	instantaneously	instantaneously	ADV
easat-3793	225	15	,	,	PUNCT
easat-3793	225	16	detecting	detect	VERB
easat-3793	225	17	irregularities	irregularity	NOUN
easat-3793	225	18	,	,	PUNCT
easat-3793	225	19	and	and	CCONJ
easat-3793	225	20	forecasting	forecast	VERB
easat-3793	225	21	possible	possible	ADJ
easat-3793	225	22	security	security	NOUN
easat-3793	225	23	incidents	incident	NOUN
easat-3793	225	24	.	.	PUNCT
easat-3793	226	1	this	this	DET
easat-3793	226	2	capability	capability	NOUN
easat-3793	226	3	enables	enable	VERB
easat-3793	226	4	public	public	ADJ
easat-3793	226	5	health	health	NOUN
easat-3793	226	6	agencies	agency	NOUN
easat-3793	226	7	to	to	PART
easat-3793	226	8	implement	implement	VERB
easat-3793	226	9	proactive	proactive	ADJ
easat-3793	226	10	measures	measure	NOUN
easat-3793	226	11	,	,	PUNCT
easat-3793	226	12	thereby	thereby	ADV
easat-3793	226	13	lowering	lower	VERB
easat-3793	226	14	the	the	DET
easat-3793	226	15	likelihood	likelihood	NOUN
easat-3793	226	16	of	of	ADP
easat-3793	226	17	data	data	NOUN
easat-3793	226	18	breaches	breach	NOUN
easat-3793	226	19	and	and	CCONJ
easat-3793	226	20	lessening	lessen	VERB
easat-3793	226	21	the	the	DET
easat-3793	226	22	effects	effect	NOUN
easat-3793	226	23	of	of	ADP
easat-3793	226	24	cyberattacks	cyberattack	NOUN
easat-3793	226	25	.	.	PUNCT
easat-3793	227	1	•	•	PUNCT
easat-3793	227	2	deploying	deploy	VERB
easat-3793	227	3	ai	ai	VERB
easat-3793	227	4	algorithms	algorithm	NOUN
easat-3793	227	5	directly	directly	ADV
easat-3793	227	6	on	on	ADP
easat-3793	227	7	edge	edge	NOUN
easat-3793	227	8	devices	device	NOUN
easat-3793	227	9	like	like	ADP
easat-3793	227	10	mobile	mobile	ADJ
easat-3793	227	11	devices	device	NOUN
easat-3793	227	12	,	,	PUNCT
easat-3793	227	13	sensors	sensor	NOUN
easat-3793	227	14	,	,	PUNCT
easat-3793	227	15	and	and	CCONJ
easat-3793	227	16	iot	iot	PROPN
easat-3793	227	17	systems	system	NOUN
easat-3793	227	18	can	can	AUX
easat-3793	227	19	significantly	significantly	ADV
easat-3793	227	20	enhance	enhance	VERB
easat-3793	227	21	data	data	NOUN
easat-3793	227	22	protection	protection	NOUN
easat-3793	227	23	by	by	ADP
easat-3793	227	24	minimizing	minimize	VERB
easat-3793	227	25	data	datum	NOUN
easat-3793	227	26	exposure	exposure	NOUN
easat-3793	227	27	.	.	PUNCT
easat-3793	228	1	data	datum	NOUN
easat-3793	228	2	that	that	PRON
easat-3793	228	3	requires	require	VERB
easat-3793	228	4	confidentiality	confidentiality	NOUN
easat-3793	228	5	can	can	AUX
easat-3793	228	6	be	be	AUX
easat-3793	228	7	handled	handle	VERB
easat-3793	228	8	and	and	CCONJ
easat-3793	228	9	examined	examine	VERB
easat-3793	228	10	on	on	ADP
easat-3793	228	11	-	-	PUNCT
easat-3793	228	12	site	site	NOUN
easat-3793	228	13	instead	instead	ADV
easat-3793	228	14	of	of	ADP
easat-3793	228	15	being	be	AUX
easat-3793	228	16	sent	send	VERB
easat-3793	228	17	to	to	ADP
easat-3793	228	18	centralized	centralized	ADJ
easat-3793	228	19	systems	system	NOUN
easat-3793	228	20	,	,	PUNCT
easat-3793	228	21	thus	thus	ADV
easat-3793	228	22	reducing	reduce	VERB
easat-3793	228	23	the	the	DET
easat-3793	228	24	potential	potential	ADJ
easat-3793	228	25	risks	risk	NOUN
easat-3793	228	26	linked	link	VERB
easat-3793	228	27	to	to	ADP
easat-3793	228	28	data	datum	NOUN
easat-3793	228	29	interception	interception	NOUN
easat-3793	228	30	and	and	CCONJ
easat-3793	228	31	unauthorized	unauthorized	ADJ
easat-3793	228	32	access	access	NOUN
easat-3793	228	33	.	.	PUNCT
easat-3793	229	1	edge	edge	NOUN
easat-3793	229	2	ai	ai	AUX
easat-3793	229	3	plays	play	VERB
easat-3793	229	4	a	a	DET
easat-3793	229	5	significant	significant	ADJ
easat-3793	229	6	role	role	NOUN
easat-3793	229	7	in	in	ADP
easat-3793	229	8	public	public	ADJ
easat-3793	229	9	health	health	NOUN
easat-3793	229	10	surveillance	surveillance	NOUN
easat-3793	229	11	,	,	PUNCT
easat-3793	229	12	as	as	SCONJ
easat-3793	229	13	the	the	DET
easat-3793	229	14	ability	ability	NOUN
easat-3793	229	15	to	to	PART
easat-3793	229	16	process	process	VERB
easat-3793	229	17	data	datum	NOUN
easat-3793	229	18	in	in	ADP
easat-3793	229	19	real	real	ADJ
easat-3793	229	20	-	-	PUNCT
easat-3793	229	21	time	time	NOUN
easat-3793	229	22	is	be	AUX
easat-3793	229	23	essential	essential	ADJ
easat-3793	229	24	for	for	ADP
easat-3793	229	25	informed	informed	ADJ
easat-3793	229	26	decision	decision	NOUN
easat-3793	229	27	-	-	PUNCT
easat-3793	229	28	making	making	NOUN
easat-3793	229	29	[	[	X
easat-3793	229	30	28	28	NUM
easat-3793	229	31	]	]	PUNCT
easat-3793	229	32	.	.	PUNCT
easat-3793	230	1	7	7	X
easat-3793	230	2	.	.	X
easat-3793	230	3	conclusion	conclusion	NOUN
easat-3793	230	4	ai	ai	VERB
easat-3793	230	5	and	and	CCONJ
easat-3793	230	6	data	datum	NOUN
easat-3793	230	7	integration	integration	NOUN
easat-3793	230	8	could	could	AUX
easat-3793	230	9	change	change	VERB
easat-3793	230	10	u.s	u.s	PROPN
easat-3793	230	11	.	.	PROPN
easat-3793	230	12	digital	digital	PROPN
easat-3793	230	13	public	public	ADJ
easat-3793	230	14	health	health	NOUN
easat-3793	230	15	data	datum	NOUN
easat-3793	230	16	protection	protection	NOUN
easat-3793	230	17	.	.	PUNCT
easat-3793	231	1	with	with	ADP
easat-3793	231	2	these	these	DET
easat-3793	231	3	technologies	technology	NOUN
easat-3793	231	4	,	,	PUNCT
easat-3793	231	5	we	we	PRON
easat-3793	231	6	can	can	AUX
easat-3793	231	7	have	have	VERB
easat-3793	231	8	sophisticated	sophisticated	ADJ
easat-3793	231	9	threat	threat	NOUN
easat-3793	231	10	detection	detection	NOUN
easat-3793	231	11	which	which	PRON
easat-3793	231	12	find	find	VERB
easat-3793	231	13	and	and	CCONJ
easat-3793	231	14	fix	fix	VERB
easat-3793	231	15	vulnerabilities	vulnerability	NOUN
easat-3793	231	16	before	before	ADP
easat-3793	231	17	turning	turn	VERB
easat-3793	231	18	into	into	ADP
easat-3793	231	19	major	major	ADJ
easat-3793	231	20	breaches	breach	NOUN
easat-3793	231	21	.	.	PUNCT
easat-3793	232	1	however	however	ADV
easat-3793	232	2	,	,	PUNCT
easat-3793	232	3	comprehensive	comprehensive	ADJ
easat-3793	232	4	regulatory	regulatory	ADJ
easat-3793	232	5	compliance	compliance	NOUN
easat-3793	232	6	is	be	AUX
easat-3793	232	7	achieved	achieve	VERB
easat-3793	232	8	by	by	ADP
easat-3793	232	9	automation	automation	NOUN
easat-3793	232	10	of	of	ADP
easat-3793	232	11	compliance	compliance	NOUN
easat-3793	232	12	monitoring	monitoring	NOUN
easat-3793	232	13	,	,	PUNCT
easat-3793	232	14	which	which	PRON
easat-3793	232	15	reduces	reduce	VERB
easat-3793	232	16	healthcare	healthcare	NOUN
easat-3793	232	17	businesses	business	NOUN
easat-3793	232	18	'	'	PART
easat-3793	232	19	administrative	administrative	ADJ
easat-3793	232	20	load	load	NOUN
easat-3793	232	21	.	.	PUNCT
easat-3793	233	1	real	real	ADJ
easat-3793	233	2	time	time	NOUN
easat-3793	233	3	incident	incident	NOUN
easat-3793	233	4	response	response	NOUN
easat-3793	233	5	and	and	CCONJ
easat-3793	233	6	platform	platform	NOUN
easat-3793	233	7	wide	wide	ADJ
easat-3793	233	8	communication	communication	NOUN
easat-3793	233	9	along	along	ADP
easat-3793	233	10	with	with	ADP
easat-3793	233	11	data	datum	NOUN
easat-3793	233	12	integration	integration	NOUN
easat-3793	233	13	brings	bring	VERB
easat-3793	233	14	a	a	DET
easat-3793	233	15	unified	unified	ADJ
easat-3793	233	16	approach	approach	NOUN
easat-3793	233	17	for	for	ADP
easat-3793	233	18	health	health	NOUN
easat-3793	233	19	data	datum	NOUN
easat-3793	233	20	security	security	NOUN
easat-3793	233	21	.	.	PUNCT
easat-3793	234	1	there	there	PRON
easat-3793	234	2	are	be	VERB
easat-3793	234	3	benefits	benefit	NOUN
easat-3793	234	4	to	to	ADP
easat-3793	234	5	digital	digital	ADJ
easat-3793	234	6	health	health	NOUN
easat-3793	234	7	security	security	NOUN
easat-3793	234	8	but	but	CCONJ
easat-3793	234	9	also	also	ADV
easat-3793	234	10	obstacles	obstacle	NOUN
easat-3793	234	11	to	to	ADP
easat-3793	234	12	getting	get	VERB
easat-3793	234	13	there	there	ADV
easat-3793	234	14	.	.	PUNCT
easat-3793	235	1	integrated	integrate	VERB
easat-3793	235	2	systems	system	NOUN
easat-3793	235	3	are	be	AUX
easat-3793	235	4	still	still	ADV
easat-3793	235	5	held	hold	VERB
easat-3793	235	6	up	up	ADP
easat-3793	235	7	by	by	ADP
easat-3793	235	8	data	datum	NOUN
easat-3793	235	9	silos	silo	NOUN
easat-3793	235	10	.	.	PUNCT
easat-3793	236	1	equitable	equitable	ADJ
easat-3793	236	2	protection	protection	NOUN
easat-3793	236	3	measures	measure	NOUN
easat-3793	236	4	,	,	PUNCT
easat-3793	236	5	not	not	PART
easat-3793	236	6	premised	premise	VERB
easat-3793	236	7	on	on	ADP
easat-3793	236	8	algorithmic	algorithmic	ADJ
easat-3793	236	9	biases	bias	NOUN
easat-3793	236	10	,	,	PUNCT
easat-3793	236	11	need	need	VERB
easat-3793	236	12	to	to	PART
easat-3793	236	13	be	be	AUX
easat-3793	236	14	developed	develop	VERB
easat-3793	236	15	to	to	PART
easat-3793	236	16	not	not	PART
easat-3793	236	17	be	be	AUX
easat-3793	236	18	biased	bias	VERB
easat-3793	236	19	against	against	ADP
easat-3793	236	20	some	some	DET
easat-3793	236	21	groups	group	NOUN
easat-3793	236	22	.	.	PUNCT
easat-3793	237	1	due	due	ADP
easat-3793	237	2	to	to	ADP
easat-3793	237	3	constraints	constraint	NOUN
easat-3793	237	4	of	of	ADP
easat-3793	237	5	resources	resource	NOUN
easat-3793	237	6	,	,	PUNCT
easat-3793	237	7	smaller	small	ADJ
easat-3793	237	8	healthcare	healthcare	NOUN
easat-3793	237	9	providers	provider	NOUN
easat-3793	237	10	need	need	VERB
easat-3793	237	11	specific	specific	ADJ
easat-3793	237	12	help	help	NOUN
easat-3793	237	13	and	and	CCONJ
easat-3793	237	14	financing	financing	NOUN
easat-3793	237	15	.	.	PUNCT
easat-3793	238	1	stakeholders	stakeholder	NOUN
easat-3793	238	2	working	work	VERB
easat-3793	238	3	across	across	ADP
easat-3793	238	4	public	public	ADJ
easat-3793	238	5	and	and	CCONJ
easat-3793	238	6	commercial	commercial	ADJ
easat-3793	238	7	sectors	sector	NOUN
easat-3793	238	8	need	need	VERB
easat-3793	238	9	to	to	PART
easat-3793	238	10	work	work	VERB
easat-3793	238	11	together	together	ADV
easat-3793	238	12	for	for	ADP
easat-3793	238	13	a	a	DET
easat-3793	238	14	strong	strong	ADJ
easat-3793	238	15	and	and	CCONJ
easat-3793	238	16	fair	fair	ADJ
easat-3793	238	17	data	datum	NOUN
easat-3793	238	18	protection	protection	NOUN
easat-3793	238	19	system	system	NOUN
easat-3793	238	20	.	.	PUNCT
easat-3793	239	1	policymakers	policymaker	NOUN
easat-3793	239	2	should	should	AUX
easat-3793	239	3	also	also	ADV
easat-3793	239	4	offer	offer	VERB
easat-3793	239	5	clear	clear	ADJ
easat-3793	239	6	standardized	standardized	ADJ
easat-3793	239	7	data	datum	NOUN
easat-3793	239	8	integration	integration	NOUN
easat-3793	239	9	and	and	CCONJ
easat-3793	239	10	ai	ai	VERB
easat-3793	239	11	deployment	deployment	ADJ
easat-3793	239	12	requirements	requirement	NOUN
easat-3793	239	13	,	,	PUNCT
easat-3793	239	14	8320	8320	NUM
easat-3793	239	15	edelweiss	edelweiss	PROPN
easat-3793	239	16	applied	apply	VERB
easat-3793	239	17	science	science	NOUN
easat-3793	239	18	and	and	CCONJ
easat-3793	239	19	technology	technology	NOUN
easat-3793	239	20	issn	issn	PROPN
easat-3793	239	21	:	:	PUNCT
easat-3793	239	22	2576	2576	NUM
easat-3793	239	23	-	-	SYM
easat-3793	239	24	8484	8484	NUM
easat-3793	239	25	vol	vol	NOUN
easat-3793	239	26	.	.	PROPN
easat-3793	239	27	8	8	NUM
easat-3793	239	28	,	,	PUNCT
easat-3793	239	29	no	no	INTJ
easat-3793	239	30	.	.	NOUN
easat-3793	240	1	6	6	NUM
easat-3793	240	2	:	:	SYM
easat-3793	240	3	8308	8308	NUM
easat-3793	240	4	-	-	SYM
easat-3793	240	5	8321	8321	NUM
easat-3793	240	6	,	,	PUNCT
easat-3793	240	7	2024	2024	NUM
easat-3793	240	8	doi	doi	NOUN
easat-3793	240	9	:	:	PUNCT
easat-3793	240	10	10.55214/25768484.v8i6.3793	10.55214/25768484.v8i6.3793	NUM
easat-3793	240	11	©	©	PROPN
easat-3793	240	12	2024	2024	NUM
easat-3793	240	13	by	by	ADP
easat-3793	240	14	the	the	DET
easat-3793	240	15	authors	author	NOUN
easat-3793	240	16	;	;	PUNCT
easat-3793	240	17	licensee	licensee	PROPN
easat-3793	240	18	learning	learning	NOUN
easat-3793	240	19	gate	gate	NOUN
easat-3793	240	20	and	and	CCONJ
easat-3793	240	21	all	all	DET
easat-3793	240	22	healthcare	healthcare	NOUN
easat-3793	240	23	firms	firm	NOUN
easat-3793	240	24	must	must	AUX
easat-3793	240	25	invest	invest	VERB
easat-3793	240	26	codify	codify	VERB
easat-3793	240	27	their	their	PRON
easat-3793	240	28	staff	staff	NOUN
easat-3793	240	29	’s	’s	PART
easat-3793	240	30	training	training	NOUN
easat-3793	240	31	and	and	CCONJ
easat-3793	240	32	technological	technological	ADJ
easat-3793	240	33	infrastructure	infrastructure	NOUN
easat-3793	240	34	.	.	PUNCT
easat-3793	241	1	for	for	SCONJ
easat-3793	241	2	the	the	DET
easat-3793	241	3	tech	tech	NOUN
easat-3793	241	4	industry	industry	NOUN
easat-3793	241	5	to	to	PART
easat-3793	241	6	create	create	VERB
easat-3793	241	7	transparent	transparent	ADJ
easat-3793	241	8	,	,	PUNCT
easat-3793	241	9	nondiscrimination	nondiscrimination	NOUN
easat-3793	241	10	,	,	PUNCT
easat-3793	241	11	noncontextually	noncontextually	ADV
easat-3793	241	12	ai	ai	VERB
easat-3793	241	13	,	,	PUNCT
easat-3793	241	14	the	the	DET
easat-3793	241	15	developers	developer	NOUN
easat-3793	241	16	are	be	AUX
easat-3793	241	17	vital	vital	ADJ
easat-3793	241	18	.	.	PUNCT
easat-3793	242	1	this	this	DET
easat-3793	242	2	study	study	NOUN
easat-3793	242	3	argues	argue	VERB
easat-3793	242	4	for	for	ADP
easat-3793	242	5	the	the	DET
easat-3793	242	6	need	need	NOUN
easat-3793	242	7	for	for	ADP
easat-3793	242	8	a	a	DET
easat-3793	242	9	thoroughly	thoroughly	ADV
easat-3793	242	10	multidimensional	multidimensional	ADJ
easat-3793	242	11	strategy	strategy	NOUN
easat-3793	242	12	to	to	PART
easat-3793	242	13	protect	protect	VERB
easat-3793	242	14	digital	digital	ADJ
easat-3793	242	15	public	public	ADJ
easat-3793	242	16	health	health	NOUN
easat-3793	242	17	data	datum	NOUN
easat-3793	242	18	.	.	PUNCT
easat-3793	243	1	using	use	VERB
easat-3793	243	2	creative	creative	ADJ
easat-3793	243	3	solutions	solution	NOUN
easat-3793	243	4	to	to	PART
easat-3793	243	5	close	close	VERB
easat-3793	243	6	gaps	gap	NOUN
easat-3793	243	7	may	may	AUX
easat-3793	243	8	help	help	VERB
easat-3793	243	9	it	it	PRON
easat-3793	243	10	create	create	VERB
easat-3793	243	11	a	a	DET
easat-3793	243	12	resilient	resilient	ADJ
easat-3793	243	13	ecosystem	ecosystem	NOUN
easat-3793	243	14	where	where	SCONJ
easat-3793	243	15	it	it	PRON
easat-3793	243	16	stakes	stake	VERB
easat-3793	243	17	the	the	DET
easat-3793	243	18	data	datum	NOUN
easat-3793	243	19	safe	safe	ADJ
easat-3793	243	20	and	and	CCONJ
easat-3793	243	21	builds	build	VERB
easat-3793	243	22	public	public	ADJ
easat-3793	243	23	trust	trust	NOUN
easat-3793	243	24	.	.	PUNCT
easat-3793	244	1	the	the	DET
easat-3793	244	2	future	future	ADJ
easat-3793	244	3	study	study	NOUN
easat-3793	244	4	of	of	ADP
easat-3793	244	5	long	long	ADJ
easat-3793	244	6	-	-	PUNCT
easat-3793	244	7	term	term	NOUN
easat-3793	244	8	effects	effect	NOUN
easat-3793	244	9	of	of	ADP
easat-3793	244	10	ai	ai	NOUN
easat-3793	244	11	and	and	CCONJ
easat-3793	244	12	data	datum	NOUN
easat-3793	244	13	integration	integration	NOUN
easat-3793	244	14	on	on	ADP
easat-3793	244	15	public	public	ADJ
easat-3793	244	16	health	health	NOUN
easat-3793	244	17	outcomes	outcome	NOUN
easat-3793	244	18	must	must	AUX
easat-3793	244	19	advance	advance	VERB
easat-3793	244	20	this	this	DET
easat-3793	244	21	important	important	ADJ
easat-3793	244	22	field	field	NOUN
easat-3793	244	23	.	.	PUNCT
easat-3793	245	1	copyright	copyright	NOUN
easat-3793	245	2	:	:	PUNCT
easat-3793	245	3	©	©	PROPN
easat-3793	245	4	2024	2024	NUM
easat-3793	245	5	by	by	ADP
easat-3793	245	6	the	the	DET
easat-3793	245	7	authors	author	NOUN
easat-3793	245	8	.	.	PUNCT
easat-3793	246	1	this	this	DET
easat-3793	246	2	article	article	NOUN
easat-3793	246	3	is	be	AUX
easat-3793	246	4	an	an	DET
easat-3793	246	5	open	open	ADJ
easat-3793	246	6	access	access	NOUN
easat-3793	246	7	article	article	NOUN
easat-3793	246	8	distributed	distribute	VERB
easat-3793	246	9	under	under	ADP
easat-3793	246	10	the	the	DET
easat-3793	246	11	terms	term	NOUN
easat-3793	246	12	and	and	CCONJ
easat-3793	246	13	conditions	condition	NOUN
easat-3793	246	14	of	of	ADP
easat-3793	246	15	the	the	DET
easat-3793	246	16	creative	creative	ADJ
easat-3793	246	17	commons	common	NOUN
easat-3793	246	18	attribution	attribution	NOUN
easat-3793	246	19	(	(	PUNCT
easat-3793	246	20	cc	cc	NOUN
easat-3793	246	21	by	by	ADP
easat-3793	246	22	)	)	PUNCT
easat-3793	246	23	license	license	NOUN
easat-3793	246	24	(	(	PUNCT
easat-3793	246	25	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN
easat-3793	246	26	)	)	PUNCT
easat-3793	246	27	.	.	PUNCT
easat-3793	247	1	references	reference	NOUN
easat-3793	247	2	[	[	X
easat-3793	247	3	1	1	NUM
easat-3793	247	4	]	]	X
easat-3793	247	5	yang	yang	PROPN
easat-3793	247	6	,	,	PUNCT
easat-3793	247	7	l.	l.	PROPN
easat-3793	247	8	,	,	PUNCT
easat-3793	247	9	tian	tian	PROPN
easat-3793	247	10	,	,	PUNCT
easat-3793	247	11	m.	m.	NOUN
easat-3793	247	12	,	,	PUNCT
easat-3793	247	13	xin	xin	PROPN
easat-3793	247	14	,	,	PUNCT
easat-3793	247	15	d.	d.	PROPN
easat-3793	247	16	,	,	PUNCT
easat-3793	247	17	cheng	cheng	PROPN
easat-3793	247	18	,	,	PUNCT
easat-3793	247	19	q.	q.	PROPN
easat-3793	247	20	,	,	PUNCT
easat-3793	247	21	&	&	CCONJ
easat-3793	247	22	zheng	zheng	PROPN
easat-3793	247	23	,	,	PUNCT
easat-3793	247	24	j.	j.	PROPN
easat-3793	247	25	(	(	PUNCT
easat-3793	247	26	2024	2024	NUM
easat-3793	247	27	)	)	PUNCT
easat-3793	247	28	.	.	PUNCT
easat-3793	248	1	ai	ai	AUX
easat-3793	248	2	-	-	PUNCT
easat-3793	248	3	driven	drive	VERB
easat-3793	248	4	anonymization	anonymization	NOUN
easat-3793	248	5	:	:	PUNCT
easat-3793	248	6	protecting	protect	VERB
easat-3793	248	7	personal	personal	ADJ
easat-3793	248	8	data	datum	NOUN
easat-3793	248	9	privacy	privacy	NOUN
easat-3793	248	10	while	while	SCONJ
easat-3793	248	11	leveraging	leverage	VERB
easat-3793	248	12	machine	machine	NOUN
easat-3793	248	13	learning	learning	NOUN
easat-3793	248	14	.	.	PUNCT
easat-3793	249	1	arxiv	arxiv	PROPN
easat-3793	249	2	preprint	preprint	NOUN
easat-3793	249	3	arxiv:2402.17191	arxiv:2402.17191	PROPN
easat-3793	249	4	.	.	PUNCT
easat-3793	250	1	retrieved	retrieve	VERB
easat-3793	250	2	from	from	ADP
easat-3793	250	3	https://arxiv.org/abs/2402.17191	https://arxiv.org/abs/2402.17191	PROPN
easat-3793	250	4	.	.	PUNCT
easat-3793	251	1	[	[	X
easat-3793	251	2	2	2	NUM
easat-3793	251	3	]	]	X
easat-3793	251	4	zhang	zhang	PROPN
easat-3793	251	5	,	,	PUNCT
easat-3793	251	6	d.	d.	PROPN
easat-3793	251	7	,	,	PUNCT
easat-3793	251	8	xia	xia	PROPN
easat-3793	251	9	,	,	PUNCT
easat-3793	251	10	b.	b.	PROPN
easat-3793	251	11	,	,	PUNCT
easat-3793	251	12	liu	liu	PROPN
easat-3793	251	13	,	,	PUNCT
easat-3793	251	14	y.	y.	PROPN
easat-3793	251	15	,	,	PUNCT
easat-3793	251	16	xu	xu	PROPN
easat-3793	251	17	,	,	PUNCT
easat-3793	251	18	x.	x.	PROPN
easat-3793	251	19	,	,	PUNCT
easat-3793	251	20	hoang	hoang	PROPN
easat-3793	251	21	,	,	PUNCT
easat-3793	251	22	t.	t.	PROPN
easat-3793	251	23	,	,	PUNCT
easat-3793	251	24	xing	xing	PROPN
easat-3793	251	25	,	,	PUNCT
easat-3793	251	26	z.	z.	PROPN
easat-3793	251	27	,	,	PUNCT
easat-3793	251	28	staples	staple	NOUN
easat-3793	251	29	,	,	PUNCT
easat-3793	251	30	m.	m.	NOUN
easat-3793	251	31	,	,	PUNCT
easat-3793	251	32	lu	lu	PROPN
easat-3793	251	33	,	,	PUNCT
easat-3793	251	34	q.	q.	PROPN
easat-3793	251	35	,	,	PUNCT
easat-3793	251	36	&	&	CCONJ
easat-3793	251	37	zhu	zhu	PROPN
easat-3793	251	38	,	,	PUNCT
easat-3793	251	39	l.	l.	PROPN
easat-3793	251	40	(	(	PUNCT
easat-3793	251	41	2023	2023	NUM
easat-3793	251	42	)	)	PUNCT
easat-3793	251	43	.	.	PUNCT
easat-3793	252	1	navigating	navigate	VERB
easat-3793	252	2	privacy	privacy	NOUN
easat-3793	252	3	and	and	CCONJ
easat-3793	252	4	copyright	copyright	NOUN
easat-3793	252	5	challenges	challenge	NOUN
easat-3793	252	6	across	across	ADP
easat-3793	252	7	the	the	DET
easat-3793	252	8	data	data	NOUN
easat-3793	252	9	lifecycle	lifecycle	NOUN
easat-3793	252	10	of	of	ADP
easat-3793	252	11	generative	generative	ADJ
easat-3793	252	12	ai	ai	PROPN
easat-3793	252	13	.	.	PUNCT
easat-3793	253	1	arxiv	arxiv	PROPN
easat-3793	253	2	preprint	preprint	PROPN
easat-3793	253	3	arxiv:2311.18252	arxiv:2311.18252	PROPN
easat-3793	253	4	.	.	PUNCT
easat-3793	254	1	retrieved	retrieve	VERB
easat-3793	254	2	from	from	ADP
easat-3793	254	3	https://arxiv.org/abs/2311.18252	https://arxiv.org/abs/2311.18252	NOUN
easat-3793	254	4	.	.	PUNCT
easat-3793	255	1	[	[	X
easat-3793	255	2	3	3	X
easat-3793	255	3	]	]	X
easat-3793	255	4	peck	peck	NOUN
easat-3793	255	5	pinheiro	pinheiro	PROPN
easat-3793	255	6	,	,	PUNCT
easat-3793	255	7	p.	p.	PROPN
easat-3793	255	8	,	,	PUNCT
easat-3793	255	9	&	&	CCONJ
easat-3793	255	10	battaglini	battaglini	PROPN
easat-3793	255	11	,	,	PUNCT
easat-3793	255	12	h.	h.	PROPN
easat-3793	255	13	b.	b.	PROPN
easat-3793	255	14	(	(	PUNCT
easat-3793	255	15	2022	2022	NUM
easat-3793	255	16	)	)	PUNCT
easat-3793	255	17	.	.	PUNCT
easat-3793	256	1	artificial	artificial	ADJ
easat-3793	256	2	intelligence	intelligence	NOUN
easat-3793	256	3	and	and	CCONJ
easat-3793	256	4	data	datum	NOUN
easat-3793	256	5	protection	protection	NOUN
easat-3793	256	6	:	:	PUNCT
easat-3793	256	7	a	a	DET
easat-3793	256	8	comparative	comparative	ADJ
easat-3793	256	9	analysis	analysis	NOUN
easat-3793	256	10	of	of	ADP
easat-3793	256	11	ai	ai	PRON
easat-3793	256	12	regulation	regulation	NOUN
easat-3793	256	13	through	through	ADP
easat-3793	256	14	the	the	DET
easat-3793	256	15	lens	lens	NOUN
easat-3793	256	16	of	of	ADP
easat-3793	256	17	data	datum	NOUN
easat-3793	256	18	protection	protection	NOUN
easat-3793	256	19	in	in	ADP
easat-3793	256	20	the	the	DET
easat-3793	256	21	eu	eu	PROPN
easat-3793	256	22	and	and	CCONJ
easat-3793	256	23	brazil	brazil	PROPN
easat-3793	256	24	.	.	PUNCT
easat-3793	257	1	grur	grur	PROPN
easat-3793	257	2	international	international	PROPN
easat-3793	257	3	,	,	PUNCT
easat-3793	257	4	71(10	71(10	NUM
easat-3793	257	5	)	)	PUNCT
easat-3793	257	6	,	,	PUNCT
easat-3793	257	7	924–932	924–932	NUM
easat-3793	257	8	.	.	PUNCT
easat-3793	257	9	retrieved	retrieve	VERB
easat-3793	257	10	from	from	ADP
easat-3793	257	11	https://academic.oup.com/grurint/article-abstract/71/10/924/6613160	https://academic.oup.com/grurint/article-abstract/71/10/924/6613160	PROPN
easat-3793	257	12	.	.	PUNCT
easat-3793	258	1	[	[	X
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easat-3793	258	3	]	]	X
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easat-3793	258	5	,	,	PUNCT
easat-3793	258	6	h.	h.	PROPN
easat-3793	258	7	,	,	PUNCT
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easat-3793	258	9	,	,	PUNCT
easat-3793	258	10	h.	h.	PROPN
easat-3793	258	11	,	,	PUNCT
easat-3793	258	12	liang	liang	PROPN
easat-3793	258	13	,	,	PUNCT
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easat-3793	258	15	,	,	PUNCT
easat-3793	258	16	he	he	PRON
easat-3793	258	17	,	,	PUNCT
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easat-3793	258	19	,	,	PUNCT
easat-3793	258	20	&	&	CCONJ
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easat-3793	258	22	,	,	PUNCT
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easat-3793	258	24	(	(	PUNCT
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easat-3793	258	26	)	)	PUNCT
easat-3793	258	27	.	.	PUNCT
easat-3793	259	1	privacy	privacy	NOUN
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easat-3793	259	6	health	health	PROPN
easat-3793	259	7	data	data	PROPN
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easat-3793	259	11	privacy	privacy	NOUN
easat-3793	259	12	guarantees	guarantee	NOUN
easat-3793	259	13	.	.	PUNCT
easat-3793	260	1	sensors	sensor	NOUN
easat-3793	260	2	,	,	PUNCT
easat-3793	260	3	16(9	16(9	NUM
easat-3793	260	4	)	)	PUNCT
easat-3793	260	5	,	,	PUNCT
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easat-3793	260	7	.	.	PUNCT
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easat-3793	261	3	]	]	X
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easat-3793	261	5	,	,	PUNCT
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easat-3793	261	13	,	,	PUNCT
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easat-3793	261	15	,	,	PUNCT
easat-3793	261	16	wang	wang	PROPN
easat-3793	261	17	,	,	PUNCT
easat-3793	261	18	t.	t.	PROPN
easat-3793	261	19	,	,	PUNCT
easat-3793	261	20	&	&	CCONJ
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easat-3793	261	22	,	,	PUNCT
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easat-3793	261	24	(	(	PUNCT
easat-3793	261	25	2020	2020	NUM
easat-3793	261	26	)	)	PUNCT
easat-3793	261	27	.	.	PUNCT
easat-3793	262	1	local	local	ADJ
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easat-3793	262	3	privacy	privacy	NOUN
easat-3793	262	4	-	-	PUNCT
easat-3793	262	5	based	base	VERB
easat-3793	262	6	federated	federated	ADJ
easat-3793	262	7	learning	learning	NOUN
easat-3793	262	8	for	for	ADP
easat-3793	262	9	internet	internet	NOUN
easat-3793	262	10	of	of	ADP
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easat-3793	262	12	.	.	PUNCT
easat-3793	263	1	ieee	ieee	PROPN
easat-3793	263	2	internet	internet	NOUN
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easat-3793	263	4	things	thing	NOUN
easat-3793	263	5	journal	journal	NOUN
easat-3793	263	6	.	.	PUNCT
easat-3793	264	1	[	[	X
easat-3793	264	2	6	6	NUM
easat-3793	264	3	]	]	SYM
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easat-3793	264	5	,	,	PUNCT
easat-3793	264	6	d.	d.	PROPN
easat-3793	264	7	,	,	PUNCT
easat-3793	264	8	perdisci	perdisci	PROPN
easat-3793	264	9	,	,	PUNCT
easat-3793	264	10	r.	r.	PROPN
easat-3793	264	11	,	,	PUNCT
easat-3793	264	12	lee	lee	PROPN
easat-3793	264	13	,	,	PUNCT
easat-3793	264	14	j.	j.	PROPN
easat-3793	264	15	,	,	PUNCT
easat-3793	264	16	&	&	CCONJ
easat-3793	264	17	ahamad	ahamad	PROPN
easat-3793	264	18	,	,	PUNCT
easat-3793	264	19	m.	m.	NOUN
easat-3793	264	20	(	(	PUNCT
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easat-3793	264	22	)	)	PUNCT
easat-3793	264	23	.	.	PUNCT
easat-3793	265	1	privacy	privacy	NOUN
easat-3793	265	2	-	-	PUNCT
easat-3793	265	3	preserving	preserve	VERB
easat-3793	265	4	phone	phone	NOUN
easat-3793	265	5	blacklisting	blacklisting	NOUN
easat-3793	265	6	using	use	VERB
easat-3793	265	7	local	local	ADJ
easat-3793	265	8	differential	differential	NOUN
easat-3793	265	9	privacy	privacy	NOUN
easat-3793	265	10	.	.	PUNCT
easat-3793	266	1	in	in	ADP
easat-3793	266	2	proceedings	proceeding	NOUN
easat-3793	266	3	of	of	ADP
easat-3793	266	4	the	the	DET
easat-3793	266	5	annual	annual	ADJ
easat-3793	266	6	computer	computer	NOUN
easat-3793	266	7	security	security	NOUN
easat-3793	266	8	applications	application	NOUN
easat-3793	266	9	conference	conference	NOUN
easat-3793	266	10	(	(	PUNCT
easat-3793	266	11	pp	pp	ADJ
easat-3793	266	12	.	.	PUNCT
easat-3793	266	13	1–12	1–12	NOUN
easat-3793	266	14	)	)	PUNCT
easat-3793	266	15	.	.	PUNCT
easat-3793	267	1	[	[	X
easat-3793	267	2	7	7	NUM
easat-3793	267	3	]	]	SYM
easat-3793	267	4	hu	hu	PROPN
easat-3793	267	5	,	,	PUNCT
easat-3793	267	6	z.	z.	PROPN
easat-3793	267	7	,	,	PUNCT
easat-3793	267	8	&	&	CCONJ
easat-3793	267	9	yang	yang	PROPN
easat-3793	267	10	,	,	PUNCT
easat-3793	267	11	j.	j.	PROPN
easat-3793	267	12	(	(	PUNCT
easat-3793	267	13	2020	2020	NUM
easat-3793	267	14	)	)	PUNCT
easat-3793	267	15	.	.	PUNCT
easat-3793	268	1	differential	differential	PROPN
easat-3793	268	2	privacy	privacy	NOUN
easat-3793	268	3	protection	protection	NOUN
easat-3793	268	4	method	method	NOUN
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easat-3793	268	10	-	-	ADJ
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easat-3793	268	13	.	.	PUNCT
easat-3793	269	1	plos	plos	PROPN
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easat-3793	269	3	,	,	PUNCT
easat-3793	269	4	15(8	15(8	NUM
easat-3793	269	5	)	)	PUNCT
easat-3793	269	6	,	,	PUNCT
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easat-3793	269	8	.	.	PUNCT
easat-3793	270	1	[	[	X
easat-3793	270	2	8	8	NUM
easat-3793	270	3	]	]	SYM
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easat-3793	270	5	,	,	PUNCT
easat-3793	270	6	d.	d.	PROPN
easat-3793	270	7	j.	j.	PROPN
easat-3793	270	8	(	(	PUNCT
easat-3793	270	9	2024	2024	NUM
easat-3793	270	10	)	)	PUNCT
easat-3793	270	11	.	.	PUNCT
easat-3793	271	1	artificial	artificial	ADJ
easat-3793	271	2	intelligence	intelligence	NOUN
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easat-3793	271	4	privacy	privacy	NOUN
easat-3793	271	5	.	.	PUNCT
easat-3793	272	1	ssrn	ssrn	PROPN
easat-3793	272	2	electronic	electronic	ADJ
easat-3793	272	3	journal	journal	PROPN
easat-3793	272	4	.	.	PUNCT
easat-3793	273	1	retrieved	retrieve	VERB
easat-3793	273	2	from	from	ADP
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easat-3793	273	4	.	.	PUNCT
easat-3793	274	1	[	[	X
easat-3793	274	2	9	9	NUM
easat-3793	274	3	]	]	X
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easat-3793	274	5	,	,	PUNCT
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easat-3793	274	11	privacy	privacy	NOUN
easat-3793	274	12	and	and	CCONJ
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easat-3793	274	14	intelligence	intelligence	NOUN
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easat-3793	274	19	health	health	NOUN
easat-3793	274	20	information	information	NOUN
easat-3793	274	21	in	in	ADP
easat-3793	274	22	a	a	DET
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easat-3793	274	25	.	.	PUNCT
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easat-3793	275	4	,	,	PUNCT
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easat-3793	275	6	,	,	PUNCT
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easat-3793	275	8	.	.	PUNCT
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easat-3793	275	10	from	from	ADP
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easat-3793	275	12	.	.	PUNCT
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easat-3793	276	5	,	,	PUNCT
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easat-3793	276	7	,	,	PUNCT
easat-3793	276	8	&	&	CCONJ
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easat-3793	276	10	,	,	PUNCT
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easat-3793	276	15	.	.	PUNCT
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easat-3793	277	4	ai	ai	PROPN
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easat-3793	277	6	.	.	PUNCT
easat-3793	278	1	arxiv	arxiv	PROPN
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easat-3793	278	4	.	.	PUNCT
easat-3793	279	1	retrieved	retrieve	VERB
easat-3793	279	2	from	from	ADP
easat-3793	279	3	https://arxiv.org/abs/2311.14705	https://arxiv.org/abs/2311.14705	NOUN
easat-3793	279	4	.	.	PUNCT
easat-3793	280	1	[	[	X
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easat-3793	280	3	]	]	PUNCT
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easat-3793	280	7	,	,	PUNCT
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easat-3793	280	10	,	,	PUNCT
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easat-3793	280	13	,	,	PUNCT
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easat-3793	280	26	.	.	PUNCT
easat-3793	281	1	privacy	privacy	NOUN
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easat-3793	281	7	-	-	PUNCT
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easat-3793	285	7	.	.	PUNCT
easat-3793	286	1	financial	financial	ADJ
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easat-3793	286	3	.	.	PUNCT
easat-3793	287	1	retrieved	retrieve	VERB
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easat-3793	287	4	.	.	PUNCT
easat-3793	288	1	[	[	X
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easat-3793	288	5	,	,	PUNCT
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easat-3793	288	10	.	.	PUNCT
easat-3793	289	1	their	their	PRON
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easat-3793	290	5	.	.	PUNCT
easat-3793	290	6	retrieved	retrieve	VERB
easat-3793	290	7	from	from	ADP
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easat-3793	290	9	.	.	PUNCT
easat-3793	291	1	[	[	X
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easat-3793	291	3	]	]	X
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easat-3793	291	5	,	,	PUNCT
easat-3793	291	6	m.	m.	NOUN
easat-3793	291	7	(	(	PUNCT
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easat-3793	291	9	)	)	PUNCT
easat-3793	291	10	.	.	PUNCT
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easat-3793	303	8	(	(	PUNCT
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easat-3793	303	11	.	.	PUNCT
easat-3793	304	1	ai	ai	VERB
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easat-3793	308	1	(	(	PUNCT
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easat-3793	313	1	(	(	PUNCT
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easat-3793	313	3	)	)	PUNCT
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easat-3793	327	9	data	datum	NOUN
easat-3793	327	10	integration	integration	NOUN
easat-3793	327	11	.	.	PUNCT
easat-3793	328	1	journal	journal	PROPN
easat-3793	328	2	of	of	ADP
easat-3793	328	3	privacy	privacy	NOUN
easat-3793	328	4	and	and	CCONJ
easat-3793	328	5	confidentiality	confidentiality	NOUN
easat-3793	328	6	,	,	PUNCT
easat-3793	328	7	11(1	11(1	NUM
easat-3793	328	8	)	)	PUNCT
easat-3793	328	9	,	,	PUNCT
easat-3793	328	10	45\u201365	45\u201365	NUM
easat-3793	328	11	.	.	PUNCT
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easat-3793	329	2	.	.	PUNCT
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easat-3793	330	2	24	24	NUM
easat-3793	330	3	]	]	PUNCT
easat-3793	330	4	rieke	rieke	ADJ
easat-3793	330	5	,	,	PUNCT
easat-3793	330	6	n.	n.	PROPN
easat-3793	330	7	,	,	PUNCT
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easat-3793	330	9	,	,	PUNCT
easat-3793	330	10	j.	j.	PROPN
easat-3793	330	11	,	,	PUNCT
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easat-3793	330	13	,	,	PUNCT
easat-3793	330	14	w.	w.	PROPN
easat-3793	330	15	,	,	PUNCT
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easat-3793	330	17	,	,	PUNCT
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easat-3793	330	19	,	,	PUNCT
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easat-3793	330	21	,	,	PUNCT
easat-3793	330	22	h.	h.	PROPN
easat-3793	330	23	r.	r.	PROPN
easat-3793	330	24	,	,	PUNCT
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easat-3793	330	26	,	,	PUNCT
easat-3793	330	27	s.	s.	PROPN
easat-3793	330	28	,	,	PUNCT
easat-3793	330	29	...	...	PUNCT
easat-3793	330	30	&	&	CCONJ
easat-3793	330	31	kaissis	kaissis	PROPN
easat-3793	330	32	,	,	PUNCT
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easat-3793	330	35	2020	2020	NUM
easat-3793	330	36	)	)	PUNCT
easat-3793	330	37	.	.	PUNCT
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easat-3793	331	3	of	of	ADP
easat-3793	331	4	digital	digital	ADJ
easat-3793	331	5	public	public	ADJ
easat-3793	331	6	health	health	NOUN
easat-3793	331	7	:	:	PUNCT
easat-3793	331	8	federated	federated	ADJ
easat-3793	331	9	learning	learning	NOUN
easat-3793	331	10	and	and	CCONJ
easat-3793	331	11	secure	secure	ADJ
easat-3793	331	12	ai	ai	VERB
easat-3793	331	13	in	in	ADP
easat-3793	331	14	healthcare	healthcare	NOUN
easat-3793	331	15	.	.	PUNCT
easat-3793	332	1	nature	nature	NOUN
easat-3793	332	2	medicine	medicine	NOUN
easat-3793	332	3	,	,	PUNCT
easat-3793	332	4	26(1	26(1	NUM
easat-3793	332	5	)	)	PUNCT
easat-3793	332	6	,	,	PUNCT
easat-3793	332	7	29\u201336	29\u201336	NUM
easat-3793	332	8	.	.	PUNCT
easat-3793	333	1	https://doi.org/10.1038/s41591-019-0723-5\n\n	https://doi.org/10.1038/s41591-019-0723-5\n\n	X
easat-3793	333	2	.	.	PUNCT
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easat-3793	334	2	25	25	NUM
easat-3793	334	3	]	]	PUNCT
easat-3793	334	4	xu	xu	PROPN
easat-3793	334	5	,	,	PUNCT
easat-3793	334	6	z.	z.	PROPN
easat-3793	334	7	,	,	PUNCT
easat-3793	334	8	&	&	CCONJ
easat-3793	334	9	parikh	parikh	PROPN
easat-3793	334	10	,	,	PUNCT
easat-3793	334	11	p.	p.	NOUN
easat-3793	334	12	(	(	PUNCT
easat-3793	334	13	2023	2023	NUM
easat-3793	334	14	)	)	PUNCT
easat-3793	334	15	.	.	PUNCT
easat-3793	335	1	addressing	address	VERB
easat-3793	335	2	data	datum	NOUN
easat-3793	335	3	silos	silo	NOUN
easat-3793	335	4	in	in	ADP
easat-3793	335	5	healthcare	healthcare	PROPN
easat-3793	335	6	:	:	PUNCT
easat-3793	335	7	the	the	DET
easat-3793	335	8	role	role	NOUN
easat-3793	335	9	of	of	ADP
easat-3793	335	10	ai	ai	PROPN
easat-3793	335	11	and	and	CCONJ
easat-3793	335	12	blockchain	blockchain	PROPN
easat-3793	335	13	.	.	PROPN
easat-3793	335	14	journal	journal	PROPN
easat-3793	335	15	of	of	ADP
easat-3793	335	16	digital	digital	ADJ
easat-3793	335	17	health	health	NOUN
easat-3793	335	18	innovations	innovation	NOUN
easat-3793	335	19	,	,	PUNCT
easat-3793	335	20	3(2	3(2	NUM
easat-3793	335	21	)	)	PUNCT
easat-3793	335	22	,	,	PUNCT
easat-3793	335	23	10\u201324	10\u201324	NUM
easat-3793	335	24	.	.	PUNCT
easat-3793	336	1	https://doi.org/10.1056/jdhi.23.2102\n\n	https://doi.org/10.1056/jdhi.23.2102\n\n	PROPN
easat-3793	336	2	.	.	PUNCT
easat-3793	337	1	[	[	X
easat-3793	337	2	26	26	NUM
easat-3793	337	3	]	]	PUNCT
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easat-3793	337	5	for	for	ADP
easat-3793	337	6	medicare	medicare	PROPN
easat-3793	337	7	&	&	CCONJ
easat-3793	337	8	medicaid	medicaid	PROPN
easat-3793	337	9	services	services	PROPN
easat-3793	337	10	.	.	PUNCT
easat-3793	338	1	(	(	PUNCT
easat-3793	338	2	2023	2023	NUM
easat-3793	338	3	)	)	PUNCT
easat-3793	338	4	.	.	PUNCT
easat-3793	339	1	guidelines	guideline	NOUN
easat-3793	339	2	for	for	ADP
easat-3793	339	3	ai	ai	PRON
easat-3793	339	4	implementation	implementation	NOUN
easat-3793	339	5	in	in	ADP
easat-3793	339	6	health	health	NOUN
easat-3793	339	7	systems	system	NOUN
easat-3793	339	8	.	.	PUNCT
easat-3793	340	1	u.s	u.s	PROPN
easat-3793	340	2	.	.	PROPN
easat-3793	340	3	department	department	PROPN
easat-3793	340	4	of	of	ADP
easat-3793	340	5	health	health	PROPN
easat-3793	340	6	and	and	CCONJ
easat-3793	340	7	human	human	ADJ
easat-3793	340	8	services	service	NOUN
easat-3793	340	9	.	.	PUNCT
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easat-3793	341	2	.	.	PUNCT
easat-3793	342	1	[	[	X
easat-3793	342	2	27	27	NUM
easat-3793	342	3	]	]	X
easat-3793	342	4	european	european	PROPN
easat-3793	342	5	commission	commission	PROPN
easat-3793	342	6	for	for	ADP
easat-3793	342	7	ai	ai	PROPN
easat-3793	342	8	and	and	CCONJ
easat-3793	342	9	data	datum	NOUN
easat-3793	342	10	protection	protection	NOUN
easat-3793	342	11	.	.	PUNCT
easat-3793	343	1	(	(	PUNCT
easat-3793	343	2	2023	2023	NUM
easat-3793	343	3	)	)	PUNCT
easat-3793	343	4	.	.	PUNCT
easat-3793	344	1	artificial	artificial	ADJ
easat-3793	344	2	intelligence	intelligence	NOUN
easat-3793	344	3	and	and	CCONJ
easat-3793	344	4	gdpr	gdpr	PROPN
easat-3793	344	5	compliance	compliance	NOUN
easat-3793	344	6	:	:	PUNCT
easat-3793	344	7	key	key	ADJ
easat-3793	344	8	principles	principle	NOUN
easat-3793	344	9	.	.	PUNCT
easat-3793	345	1	https://digital-strategy.ec.europa.eu/en/policies/ai-and-data-protection\n\n	https://digital-strategy.ec.europa.eu/en/policies/ai-and-data-protection\n\n	PROPN
easat-3793	345	2	.	.	PUNCT
easat-3793	346	1	[	[	X
easat-3793	346	2	28	28	NUM
easat-3793	346	3	]	]	X
easat-3793	346	4	holve	holve	NOUN
easat-3793	346	5	,	,	PUNCT
easat-3793	346	6	e.	e.	PROPN
easat-3793	346	7	,	,	PUNCT
easat-3793	346	8	&	&	CCONJ
easat-3793	346	9	khatri	khatri	PROPN
easat-3793	346	10	,	,	PUNCT
easat-3793	346	11	a.	a.	NOUN
easat-3793	346	12	(	(	PUNCT
easat-3793	346	13	2022	2022	NUM
easat-3793	346	14	)	)	PUNCT
easat-3793	346	15	.	.	PUNCT
easat-3793	347	1	using	use	VERB
easat-3793	347	2	artificial	artificial	ADJ
easat-3793	347	3	intelligence	intelligence	NOUN
easat-3793	347	4	for	for	ADP
easat-3793	347	5	real	real	ADJ
easat-3793	347	6	-	-	PUNCT
easat-3793	347	7	time	time	NOUN
easat-3793	347	8	health	health	NOUN
easat-3793	347	9	data	datum	NOUN
easat-3793	347	10	security	security	NOUN
easat-3793	347	11	:	:	PUNCT
easat-3793	347	12	opportunities	opportunity	NOUN
easat-3793	347	13	and	and	CCONJ
easat-3793	347	14	challenges	challenge	NOUN
easat-3793	347	15	.	.	PUNCT
easat-3793	348	1	journal	journal	NOUN
easat-3793	348	2	of	of	ADP
easat-3793	348	3	the	the	DET
easat-3793	348	4	american	american	PROPN
easat-3793	348	5	medical	medical	PROPN
easat-3793	348	6	informatics	informatics	PROPN
easat-3793	348	7	association	association	PROPN
easat-3793	348	8	,	,	PUNCT
easat-3793	348	9	29(3	29(3	NUM
easat-3793	348	10	)	)	PUNCT
easat-3793	348	11	,	,	PUNCT
easat-3793	348	12	491\u2013500	491\u2013500	NUM
easat-3793	348	13	.	.	PUNCT
easat-3793	349	1	https://doi.org/10.1093/jamia/ocac015	https://doi.org/10.1093/jamia/ocac015	VERB
easat-3793	349	2	https://doi.org/10.29012/jpc.799/n/n	https://doi.org/10.29012/jpc.799/n/n	PRON
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easat-3793	349	4	https://doi.org/10.1056/jdhi.23.2102/n/n	https://doi.org/10.1056/jdhi.23.2102/n/n	PRON
easat-3793	349	5	https://www.cms.gov/n/n	https://www.cms.gov/n/n	ADJ
easat-3793	349	6	https://digital-strategy.ec.europa.eu/en/policies/ai-and-data-protection/n/n	https://digital-strategy.ec.europa.eu/en/policies/ai-and-data-protection/n/n	NOUN
easat-3793	349	7	.	.	PUNCT