id	sid	tid	token	lemma	pos
easat-5683	1	1	edelweiss	edelweiss	PROPN
easat-5683	1	2	applied	apply	VERB
easat-5683	1	3	science	science	NOUN
easat-5683	1	4	and	and	CCONJ
easat-5683	1	5	technology	technology	NOUN
easat-5683	1	6	issn	issn	PROPN
easat-5683	1	7	:	:	PUNCT
easat-5683	1	8	2576	2576	NUM
easat-5683	1	9	-	-	SYM
easat-5683	1	10	8484	8484	NUM
easat-5683	1	11	vol	vol	NOUN
easat-5683	1	12	.	.	PROPN
easat-5683	2	1	9	9	NUM
easat-5683	2	2	,	,	PUNCT
easat-5683	2	3	no	no	INTJ
easat-5683	2	4	.	.	NOUN
easat-5683	2	5	3	3	NUM
easat-5683	2	6	,	,	PUNCT
easat-5683	2	7	1711	1711	NUM
easat-5683	2	8	-	-	SYM
easat-5683	2	9	1724	1724	NUM
easat-5683	2	10	2025	2025	NUM
easat-5683	2	11	publisher	publisher	NOUN
easat-5683	2	12	:	:	PUNCT
easat-5683	2	13	learning	learn	VERB
easat-5683	2	14	gate	gate	NOUN
easat-5683	2	15	doi	doi	PROPN
easat-5683	2	16	:	:	PUNCT
easat-5683	2	17	10.55214/25768484.v9i3.5683	10.55214/25768484.v9i3.5683	NUM
easat-5683	2	18	©	©	PROPN
easat-5683	2	19	2025	2025	NUM
easat-5683	2	20	by	by	ADP
easat-5683	2	21	the	the	DET
easat-5683	2	22	author	author	NOUN
easat-5683	2	23	;	;	PUNCT
easat-5683	2	24	licensee	licensee	PROPN
easat-5683	2	25	learning	learning	NOUN
easat-5683	2	26	gate	gate	NOUN
easat-5683	3	1	©	©	PROPN
easat-5683	3	2	2025	2025	NUM
easat-5683	3	3	by	by	ADP
easat-5683	3	4	the	the	DET
easat-5683	3	5	author	author	NOUN
easat-5683	3	6	;	;	PUNCT
easat-5683	3	7	licensee	licensee	PROPN
easat-5683	3	8	learning	learning	NOUN
easat-5683	3	9	gate	gate	NOUN
easat-5683	3	10	history	history	NOUN
easat-5683	3	11	:	:	PUNCT
easat-5683	3	12	received	receive	VERB
easat-5683	3	13	:	:	PUNCT
easat-5683	3	14	13	13	NUM
easat-5683	3	15	january	january	NOUN
easat-5683	3	16	2025	2025	NUM
easat-5683	3	17	;	;	PUNCT
easat-5683	3	18	revised	revise	VERB
easat-5683	3	19	:	:	PUNCT
easat-5683	3	20	14	14	NUM
easat-5683	3	21	march	march	NOUN
easat-5683	3	22	2025	2025	NUM
easat-5683	3	23	;	;	PUNCT
easat-5683	3	24	accepted	accept	VERB
easat-5683	3	25	:	:	PUNCT
easat-5683	3	26	17	17	NUM
easat-5683	3	27	march	march	NOUN
easat-5683	3	28	2025	2025	NUM
easat-5683	3	29	;	;	PUNCT
easat-5683	3	30	published	publish	VERB
easat-5683	3	31	:	:	PUNCT
easat-5683	3	32	22	22	NUM
easat-5683	3	33	march	march	NOUN
easat-5683	3	34	2025	2025	NUM
easat-5683	3	35	*	*	PUNCT
easat-5683	3	36	correspondence	correspondence	NOUN
easat-5683	3	37	:	:	PUNCT
easat-5683	4	1	beesung@pusan.ac.kr	beesung@pusan.ac.kr	X
easat-5683	4	2	enhancing	enhance	VERB
easat-5683	4	3	patient	patient	ADJ
easat-5683	4	4	-	-	PUNCT
easat-5683	4	5	doctor	doctor	NOUN
easat-5683	4	6	communication	communication	NOUN
easat-5683	4	7	through	through	ADP
easat-5683	4	8	technology	technology	NOUN
easat-5683	4	9	-	-	PUNCT
easat-5683	4	10	assisted	assist	VERB
easat-5683	4	11	strategies	strategy	NOUN
easat-5683	4	12	:	:	PUNCT
easat-5683	4	13	a	a	DET
easat-5683	4	14	multi	multi	ADJ
easat-5683	4	15	-	-	ADJ
easat-5683	4	16	faceted	faceted	ADJ
easat-5683	4	17	approach	approach	NOUN
easat-5683	4	18	for	for	ADP
easat-5683	4	19	improved	improve	VERB
easat-5683	4	20	healthcare	healthcare	NOUN
easat-5683	4	21	delivery	delivery	NOUN
easat-5683	4	22	beesung	beesung	PROPN
easat-5683	4	23	kam1	kam1	PROPN
easat-5683	4	24	*	*	PROPN
easat-5683	4	25	1medical	1medical	NUM
easat-5683	4	26	education	education	NOUN
easat-5683	4	27	department	department	NOUN
easat-5683	4	28	,	,	PUNCT
easat-5683	4	29	pusan	pusan	PROPN
easat-5683	4	30	national	national	PROPN
easat-5683	4	31	university	university	PROPN
easat-5683	4	32	,	,	PUNCT
easat-5683	4	33	korea	korea	PROPN
easat-5683	4	34	;	;	PUNCT
easat-5683	4	35	beesung@pusan.ac.kr	beesung@pusan.ac.kr	X
easat-5683	4	36	(	(	PUNCT
easat-5683	4	37	b.k	b.k	PROPN
easat-5683	4	38	.	.	PROPN
easat-5683	4	39	)	)	PUNCT
easat-5683	4	40	.	.	PUNCT
easat-5683	5	1	abstract	abstract	ADJ
easat-5683	5	2	:	:	PUNCT
easat-5683	5	3	effective	effective	ADJ
easat-5683	5	4	communication	communication	NOUN
easat-5683	5	5	between	between	ADP
easat-5683	5	6	doctors	doctor	NOUN
easat-5683	5	7	and	and	CCONJ
easat-5683	5	8	patients	patient	NOUN
easat-5683	5	9	is	be	AUX
easat-5683	5	10	essential	essential	ADJ
easat-5683	5	11	for	for	ADP
easat-5683	5	12	high	high	ADJ
easat-5683	5	13	-	-	PUNCT
easat-5683	5	14	quality	quality	NOUN
easat-5683	5	15	healthcare	healthcare	NOUN
easat-5683	5	16	delivery	delivery	NOUN
easat-5683	5	17	.	.	PUNCT
easat-5683	6	1	however	however	ADV
easat-5683	6	2	,	,	PUNCT
easat-5683	6	3	barriers	barrier	NOUN
easat-5683	6	4	such	such	ADJ
easat-5683	6	5	as	as	ADP
easat-5683	6	6	time	time	NOUN
easat-5683	6	7	constraints	constraint	NOUN
easat-5683	6	8	,	,	PUNCT
easat-5683	6	9	complex	complex	ADJ
easat-5683	6	10	medical	medical	ADJ
easat-5683	6	11	terminology	terminology	NOUN
easat-5683	6	12	,	,	PUNCT
easat-5683	6	13	and	and	CCONJ
easat-5683	6	14	patients	patient	NOUN
easat-5683	6	15	'	'	PART
easat-5683	6	16	difficulty	difficulty	NOUN
easat-5683	6	17	articulating	articulate	VERB
easat-5683	6	18	symptoms	symptom	NOUN
easat-5683	6	19	often	often	ADV
easat-5683	6	20	hinder	hinder	VERB
easat-5683	6	21	clear	clear	ADJ
easat-5683	6	22	and	and	CCONJ
easat-5683	6	23	efficient	efficient	ADJ
easat-5683	6	24	exchanges	exchange	NOUN
easat-5683	6	25	.	.	PUNCT
easat-5683	7	1	this	this	DET
easat-5683	7	2	study	study	NOUN
easat-5683	7	3	aims	aim	VERB
easat-5683	7	4	to	to	PART
easat-5683	7	5	enhance	enhance	VERB
easat-5683	7	6	patient	patient	ADJ
easat-5683	7	7	-	-	PUNCT
easat-5683	7	8	doctor	doctor	NOUN
easat-5683	7	9	communication	communication	NOUN
easat-5683	7	10	by	by	ADP
easat-5683	7	11	introducing	introduce	VERB
easat-5683	7	12	a	a	DET
easat-5683	7	13	technology	technology	NOUN
easat-5683	7	14	-	-	PUNCT
easat-5683	7	15	assisted	assist	VERB
easat-5683	7	16	approach	approach	NOUN
easat-5683	7	17	that	that	PRON
easat-5683	7	18	utilizes	utilize	VERB
easat-5683	7	19	a	a	DET
easat-5683	7	20	graphical	graphical	ADJ
easat-5683	7	21	interface	interface	NOUN
easat-5683	7	22	based	base	VERB
easat-5683	7	23	on	on	ADP
easat-5683	7	24	sign	sign	NOUN
easat-5683	7	25	values	value	NOUN
easat-5683	7	26	to	to	PART
easat-5683	7	27	improve	improve	VERB
easat-5683	7	28	symptom	symptom	NOUN
easat-5683	7	29	reporting	reporting	NOUN
easat-5683	7	30	.	.	PUNCT
easat-5683	8	1	the	the	DET
easat-5683	8	2	proposed	propose	VERB
easat-5683	8	3	system	system	NOUN
easat-5683	8	4	translates	translates	AUX
easat-5683	8	5	patientreported	patientreporte	VERB
easat-5683	8	6	symptoms	symptom	NOUN
easat-5683	8	7	into	into	ADP
easat-5683	8	8	intuitive	intuitive	ADJ
easat-5683	8	9	visual	visual	ADJ
easat-5683	8	10	representations	representation	NOUN
easat-5683	8	11	,	,	PUNCT
easat-5683	8	12	allowing	allow	VERB
easat-5683	8	13	for	for	ADP
easat-5683	8	14	more	more	ADV
easat-5683	8	15	precise	precise	ADJ
easat-5683	8	16	and	and	CCONJ
easat-5683	8	17	structured	structured	ADJ
easat-5683	8	18	communication	communication	NOUN
easat-5683	8	19	.	.	PUNCT
easat-5683	9	1	a	a	DET
easat-5683	9	2	structured	structured	ADJ
easat-5683	9	3	methodology	methodology	NOUN
easat-5683	9	4	was	be	AUX
easat-5683	9	5	applied	apply	VERB
easat-5683	9	6	,	,	PUNCT
easat-5683	9	7	including	include	VERB
easat-5683	9	8	data	datum	NOUN
easat-5683	9	9	collection	collection	NOUN
easat-5683	9	10	from	from	ADP
easat-5683	9	11	74	74	NUM
easat-5683	9	12	anonymized	anonymize	VERB
easat-5683	9	13	patient	patient	ADJ
easat-5683	9	14	cases	case	NOUN
easat-5683	9	15	,	,	PUNCT
easat-5683	9	16	integration	integration	NOUN
easat-5683	9	17	with	with	ADP
easat-5683	9	18	the	the	DET
easat-5683	9	19	doctor	doctor	NOUN
easat-5683	9	20	-	-	PUNCT
easat-5683	9	21	aid	aid	NOUN
easat-5683	9	22	diagnostic	diagnostic	ADJ
easat-5683	9	23	model	model	NOUN
easat-5683	9	24	,	,	PUNCT
easat-5683	9	25	and	and	CCONJ
easat-5683	9	26	validation	validation	NOUN
easat-5683	9	27	against	against	ADP
easat-5683	9	28	established	establish	VERB
easat-5683	9	29	medical	medical	ADJ
easat-5683	9	30	standards	standard	NOUN
easat-5683	9	31	.	.	PUNCT
easat-5683	10	1	the	the	DET
easat-5683	10	2	findings	finding	NOUN
easat-5683	10	3	suggest	suggest	VERB
easat-5683	10	4	that	that	SCONJ
easat-5683	10	5	this	this	DET
easat-5683	10	6	approach	approach	NOUN
easat-5683	10	7	reduces	reduce	VERB
easat-5683	10	8	miscommunication	miscommunication	NOUN
easat-5683	10	9	,	,	PUNCT
easat-5683	10	10	enhances	enhance	VERB
easat-5683	10	11	diagnostic	diagnostic	ADJ
easat-5683	10	12	accuracy	accuracy	NOUN
easat-5683	10	13	,	,	PUNCT
easat-5683	10	14	and	and	CCONJ
easat-5683	10	15	streamlines	streamline	VERB
easat-5683	10	16	information	information	NOUN
easat-5683	10	17	exchange	exchange	NOUN
easat-5683	10	18	between	between	ADP
easat-5683	10	19	patients	patient	NOUN
easat-5683	10	20	and	and	CCONJ
easat-5683	10	21	healthcare	healthcare	NOUN
easat-5683	10	22	providers	provider	NOUN
easat-5683	10	23	.	.	PUNCT
easat-5683	11	1	the	the	DET
easat-5683	11	2	study	study	NOUN
easat-5683	11	3	concludes	conclude	VERB
easat-5683	11	4	that	that	SCONJ
easat-5683	11	5	integrating	integrate	VERB
easat-5683	11	6	digital	digital	ADJ
easat-5683	11	7	tools	tool	NOUN
easat-5683	11	8	into	into	ADP
easat-5683	11	9	clinical	clinical	ADJ
easat-5683	11	10	settings	setting	NOUN
easat-5683	11	11	can	can	AUX
easat-5683	11	12	significantly	significantly	ADV
easat-5683	11	13	improve	improve	VERB
easat-5683	11	14	communication	communication	NOUN
easat-5683	11	15	efficiency	efficiency	NOUN
easat-5683	11	16	and	and	CCONJ
easat-5683	11	17	patient	patient	ADJ
easat-5683	11	18	outcomes	outcome	NOUN
easat-5683	11	19	.	.	PUNCT
easat-5683	12	1	the	the	DET
easat-5683	12	2	practical	practical	ADJ
easat-5683	12	3	implications	implication	NOUN
easat-5683	12	4	highlight	highlight	VERB
easat-5683	12	5	the	the	DET
easat-5683	12	6	potential	potential	NOUN
easat-5683	12	7	for	for	ADP
easat-5683	12	8	widespread	widespread	ADJ
easat-5683	12	9	adoption	adoption	NOUN
easat-5683	12	10	of	of	ADP
easat-5683	12	11	graphical	graphical	ADJ
easat-5683	12	12	communication	communication	NOUN
easat-5683	12	13	aids	aid	NOUN
easat-5683	12	14	in	in	ADP
easat-5683	12	15	diverse	diverse	ADJ
easat-5683	12	16	healthcare	healthcare	NOUN
easat-5683	12	17	settings	setting	NOUN
easat-5683	12	18	,	,	PUNCT
easat-5683	12	19	ultimately	ultimately	ADV
easat-5683	12	20	fostering	foster	VERB
easat-5683	12	21	better	well	ADJ
easat-5683	12	22	patient	patient	ADJ
easat-5683	12	23	engagement	engagement	NOUN
easat-5683	12	24	,	,	PUNCT
easat-5683	12	25	minimizing	minimize	VERB
easat-5683	12	26	errors	error	NOUN
easat-5683	12	27	,	,	PUNCT
easat-5683	12	28	and	and	CCONJ
easat-5683	12	29	improving	improve	VERB
easat-5683	12	30	the	the	DET
easat-5683	12	31	overall	overall	ADJ
easat-5683	12	32	quality	quality	NOUN
easat-5683	12	33	of	of	ADP
easat-5683	12	34	care	care	NOUN
easat-5683	12	35	.	.	PUNCT
easat-5683	13	1	keywords	keyword	NOUN
easat-5683	13	2	:	:	PUNCT
easat-5683	13	3	communication	communication	NOUN
easat-5683	13	4	challenges	challenge	NOUN
easat-5683	13	5	,	,	PUNCT
easat-5683	13	6	healthcare	healthcare	NOUN
easat-5683	13	7	technology	technology	NOUN
easat-5683	13	8	,	,	PUNCT
easat-5683	13	9	patient	patient	ADJ
easat-5683	13	10	-	-	PUNCT
easat-5683	13	11	doctor	doctor	NOUN
easat-5683	13	12	communication	communication	NOUN
easat-5683	13	13	,	,	PUNCT
easat-5683	13	14	quality	quality	NOUN
easat-5683	13	15	of	of	ADP
easat-5683	13	16	care	care	NOUN
easat-5683	13	17	delivery	delivery	NOUN
easat-5683	13	18	.	.	PUNCT
easat-5683	14	1	1	1	X
easat-5683	14	2	.	.	X
easat-5683	14	3	introduction	introduction	NOUN
easat-5683	14	4	effective	effective	ADJ
easat-5683	14	5	communication	communication	NOUN
easat-5683	14	6	between	between	ADP
easat-5683	14	7	patients	patient	NOUN
easat-5683	14	8	and	and	CCONJ
easat-5683	14	9	healthcare	healthcare	NOUN
easat-5683	14	10	providers	provider	NOUN
easat-5683	14	11	is	be	AUX
easat-5683	14	12	essential	essential	ADJ
easat-5683	14	13	for	for	ADP
easat-5683	14	14	delivering	deliver	VERB
easat-5683	14	15	highquality	highquality	NOUN
easat-5683	14	16	care	care	NOUN
easat-5683	14	17	and	and	CCONJ
easat-5683	14	18	improving	improve	VERB
easat-5683	14	19	patient	patient	ADJ
easat-5683	14	20	outcomes	outcome	NOUN
easat-5683	14	21	.	.	PUNCT
easat-5683	15	1	clear	clear	ADJ
easat-5683	15	2	,	,	PUNCT
easat-5683	15	3	precise	precise	ADJ
easat-5683	15	4	exchanges	exchange	NOUN
easat-5683	15	5	allow	allow	VERB
easat-5683	15	6	doctors	doctor	NOUN
easat-5683	15	7	to	to	PART
easat-5683	15	8	accurately	accurately	ADV
easat-5683	15	9	diagnose	diagnose	VERB
easat-5683	15	10	conditions	condition	NOUN
easat-5683	15	11	,	,	PUNCT
easat-5683	15	12	develop	develop	VERB
easat-5683	15	13	treatment	treatment	NOUN
easat-5683	15	14	plans	plan	NOUN
easat-5683	15	15	,	,	PUNCT
easat-5683	15	16	and	and	CCONJ
easat-5683	15	17	build	build	VERB
easat-5683	15	18	trust	trust	NOUN
easat-5683	15	19	with	with	ADP
easat-5683	15	20	patients	patient	NOUN
easat-5683	15	21	.	.	PUNCT
easat-5683	16	1	yet	yet	ADV
easat-5683	16	2	,	,	PUNCT
easat-5683	16	3	communication	communication	NOUN
easat-5683	16	4	barriers	barrier	NOUN
easat-5683	16	5	such	such	ADJ
easat-5683	16	6	as	as	ADP
easat-5683	16	7	time	time	NOUN
easat-5683	16	8	constraints	constraint	NOUN
easat-5683	16	9	,	,	PUNCT
easat-5683	16	10	emotional	emotional	ADJ
easat-5683	16	11	dialogue	dialogue	NOUN
easat-5683	16	12	,	,	PUNCT
easat-5683	16	13	and	and	CCONJ
easat-5683	16	14	the	the	DET
easat-5683	16	15	complexity	complexity	NOUN
easat-5683	16	16	of	of	ADP
easat-5683	16	17	medical	medical	ADJ
easat-5683	16	18	information	information	NOUN
easat-5683	16	19	frequently	frequently	ADV
easat-5683	16	20	hinder	hinder	VERB
easat-5683	16	21	these	these	DET
easat-5683	16	22	interactions	interaction	NOUN
easat-5683	16	23	.	.	PUNCT
easat-5683	17	1	enhancing	enhance	VERB
easat-5683	17	2	communication	communication	NOUN
easat-5683	17	3	in	in	ADP
easat-5683	17	4	clinical	clinical	ADJ
easat-5683	17	5	settings	setting	NOUN
easat-5683	17	6	requires	require	VERB
easat-5683	17	7	innovative	innovative	ADJ
easat-5683	17	8	strategies	strategy	NOUN
easat-5683	17	9	that	that	PRON
easat-5683	17	10	address	address	VERB
easat-5683	17	11	both	both	CCONJ
easat-5683	17	12	the	the	DET
easat-5683	17	13	human	human	ADJ
easat-5683	17	14	and	and	CCONJ
easat-5683	17	15	technological	technological	ADJ
easat-5683	17	16	aspects	aspect	NOUN
easat-5683	17	17	of	of	ADP
easat-5683	17	18	care	care	NOUN
easat-5683	17	19	delivery	delivery	NOUN
easat-5683	17	20	.	.	PUNCT
easat-5683	18	1	technology	technology	NOUN
easat-5683	18	2	offers	offer	VERB
easat-5683	18	3	promising	promise	VERB
easat-5683	18	4	solutions	solution	NOUN
easat-5683	18	5	to	to	PART
easat-5683	18	6	enhance	enhance	VERB
easat-5683	18	7	the	the	DET
easat-5683	18	8	patient	patient	ADJ
easat-5683	18	9	experience	experience	NOUN
easat-5683	18	10	and	and	CCONJ
easat-5683	18	11	improve	improve	VERB
easat-5683	18	12	communication	communication	NOUN
easat-5683	18	13	.	.	PUNCT
easat-5683	19	1	one	one	NUM
easat-5683	19	2	key	key	ADJ
easat-5683	19	3	example	example	NOUN
easat-5683	19	4	is	be	AUX
easat-5683	19	5	telemedicine	telemedicine	NOUN
easat-5683	19	6	,	,	PUNCT
easat-5683	19	7	which	which	PRON
easat-5683	19	8	has	have	AUX
easat-5683	19	9	transformed	transform	VERB
easat-5683	19	10	healthcare	healthcare	NOUN
easat-5683	19	11	delivery	delivery	NOUN
easat-5683	19	12	by	by	ADP
easat-5683	19	13	enabling	enable	VERB
easat-5683	19	14	remote	remote	ADJ
easat-5683	19	15	consultations	consultation	NOUN
easat-5683	19	16	between	between	ADP
easat-5683	19	17	doctors	doctor	NOUN
easat-5683	19	18	and	and	CCONJ
easat-5683	19	19	patients	patient	NOUN
easat-5683	19	20	.	.	PUNCT
easat-5683	20	1	as	as	SCONJ
easat-5683	20	2	the	the	DET
easat-5683	20	3	study	study	NOUN
easat-5683	20	4	de	de	X
easat-5683	20	5	haes	haes	NOUN
easat-5683	20	6	and	and	CCONJ
easat-5683	20	7	teunissen	teunissen	NOUN
easat-5683	20	8	[	[	X
easat-5683	20	9	1	1	NUM
easat-5683	20	10	]	]	PUNCT
easat-5683	20	11	highlighted	highlight	VERB
easat-5683	20	12	,	,	PUNCT
easat-5683	20	13	telemedicine	telemedicine	NOUN
easat-5683	20	14	increases	increase	VERB
easat-5683	20	15	access	access	NOUN
easat-5683	20	16	to	to	PART
easat-5683	20	17	care	care	VERB
easat-5683	20	18	for	for	ADP
easat-5683	20	19	underserved	underserved	ADJ
easat-5683	20	20	populations	population	NOUN
easat-5683	20	21	while	while	SCONJ
easat-5683	20	22	offering	offer	VERB
easat-5683	20	23	convenient	convenient	ADJ
easat-5683	20	24	,	,	PUNCT
easat-5683	20	25	real	real	ADJ
easat-5683	20	26	-	-	PUNCT
easat-5683	20	27	time	time	NOUN
easat-5683	20	28	communication	communication	NOUN
easat-5683	20	29	from	from	ADP
easat-5683	20	30	any	any	DET
easat-5683	20	31	location	location	NOUN
easat-5683	20	32	.	.	PUNCT
easat-5683	21	1	this	this	DET
easat-5683	21	2	technology	technology	NOUN
easat-5683	21	3	allows	allow	VERB
easat-5683	21	4	patients	patient	NOUN
easat-5683	21	5	to	to	PART
easat-5683	21	6	communicate	communicate	VERB
easat-5683	21	7	their	their	PRON
easat-5683	21	8	symptoms	symptom	NOUN
easat-5683	21	9	,	,	PUNCT
easat-5683	21	10	share	share	NOUN
easat-5683	21	11	medical	medical	ADJ
easat-5683	21	12	records	record	NOUN
easat-5683	21	13	,	,	PUNCT
easat-5683	21	14	and	and	CCONJ
easat-5683	21	15	receive	receive	VERB
easat-5683	21	16	timely	timely	ADJ
easat-5683	21	17	care	care	NOUN
easat-5683	21	18	without	without	ADP
easat-5683	21	19	needing	need	VERB
easat-5683	21	20	in	in	ADP
easat-5683	21	21	-	-	PUNCT
easat-5683	21	22	person	person	NOUN
easat-5683	21	23	visits	visit	NOUN
easat-5683	21	24	.	.	PUNCT
easat-5683	22	1	however	however	ADV
easat-5683	22	2	,	,	PUNCT
easat-5683	22	3	even	even	ADV
easat-5683	22	4	with	with	ADP
easat-5683	22	5	telemedicine	telemedicine	NOUN
easat-5683	22	6	,	,	PUNCT
easat-5683	22	7	ensuring	ensure	VERB
easat-5683	22	8	clear	clear	ADJ
easat-5683	22	9	and	and	CCONJ
easat-5683	22	10	efficient	efficient	ADJ
easat-5683	22	11	communication	communication	NOUN
easat-5683	22	12	remains	remain	VERB
easat-5683	22	13	crucial	crucial	ADJ
easat-5683	22	14	to	to	ADP
easat-5683	22	15	patient	patient	ADJ
easat-5683	22	16	satisfaction	satisfaction	NOUN
easat-5683	22	17	and	and	CCONJ
easat-5683	22	18	quality	quality	NOUN
easat-5683	22	19	care	care	NOUN
easat-5683	22	20	.	.	PUNCT
easat-5683	23	1	in	in	ADP
easat-5683	23	2	addition	addition	NOUN
easat-5683	23	3	to	to	ADP
easat-5683	23	4	telemedicine	telemedicine	NOUN
easat-5683	23	5	,	,	PUNCT
easat-5683	23	6	digital	digital	ADJ
easat-5683	23	7	tools	tool	NOUN
easat-5683	23	8	such	such	ADJ
easat-5683	23	9	as	as	ADP
easat-5683	23	10	patient	patient	ADJ
easat-5683	23	11	portals	portal	NOUN
easat-5683	23	12	,	,	PUNCT
easat-5683	23	13	mobile	mobile	ADJ
easat-5683	23	14	applications	application	NOUN
easat-5683	23	15	,	,	PUNCT
easat-5683	23	16	and	and	CCONJ
easat-5683	23	17	virtual	virtual	ADJ
easat-5683	23	18	assistants	assistant	NOUN
easat-5683	23	19	can	can	AUX
easat-5683	23	20	enhance	enhance	VERB
easat-5683	23	21	the	the	DET
easat-5683	23	22	patient	patient	ADJ
easat-5683	23	23	experience	experience	NOUN
easat-5683	23	24	by	by	ADP
easat-5683	23	25	facilitating	facilitate	VERB
easat-5683	23	26	easier	easy	ADJ
easat-5683	23	27	access	access	NOUN
easat-5683	23	28	to	to	ADP
easat-5683	23	29	medical	medical	ADJ
easat-5683	23	30	information	information	NOUN
easat-5683	23	31	and	and	CCONJ
easat-5683	23	32	more	more	ADV
easat-5683	23	33	streamlined	streamlined	ADJ
easat-5683	23	34	communication	communication	NOUN
easat-5683	23	35	with	with	ADP
easat-5683	23	36	healthcare	healthcare	NOUN
easat-5683	23	37	providers	provider	NOUN
easat-5683	23	38	.	.	PUNCT
easat-5683	24	1	as	as	SCONJ
easat-5683	24	2	noted	note	VERB
easat-5683	24	3	in	in	ADP
easat-5683	24	4	glaser	glaser	PROPN
easat-5683	24	5	,	,	PUNCT
easat-5683	24	6	et	et	PROPN
easat-5683	24	7	al	al	PROPN
easat-5683	24	8	.	.	PUNCT
easat-5683	25	1	[	[	X
easat-5683	25	2	2	2	NUM
easat-5683	25	3	]	]	X
easat-5683	25	4	visual	visual	ADJ
easat-5683	25	5	aids	aid	NOUN
easat-5683	25	6	and	and	CCONJ
easat-5683	25	7	simplified	simplified	ADJ
easat-5683	25	8	language	language	NOUN
easat-5683	25	9	can	can	AUX
easat-5683	25	10	improve	improve	VERB
easat-5683	25	11	patient	patient	ADJ
easat-5683	25	12	comprehension	comprehension	NOUN
easat-5683	25	13	during	during	ADP
easat-5683	25	14	complex	complex	ADJ
easat-5683	25	15	medical	medical	ADJ
easat-5683	25	16	discussions	discussion	NOUN
easat-5683	25	17	,	,	PUNCT
easat-5683	25	18	such	such	ADJ
easat-5683	25	19	1712	1712	NUM
easat-5683	25	20	edelweiss	edelweiss	PROPN
easat-5683	25	21	applied	apply	VERB
easat-5683	25	22	science	science	NOUN
easat-5683	25	23	and	and	CCONJ
easat-5683	25	24	technology	technology	NOUN
easat-5683	25	25	issn	issn	PROPN
easat-5683	25	26	:	:	PUNCT
easat-5683	25	27	2576	2576	NUM
easat-5683	25	28	-	-	SYM
easat-5683	25	29	8484	8484	NUM
easat-5683	25	30	vol	vol	NOUN
easat-5683	25	31	.	.	PROPN
easat-5683	26	1	9	9	NUM
easat-5683	26	2	,	,	PUNCT
easat-5683	26	3	no	no	INTJ
easat-5683	26	4	.	.	NOUN
easat-5683	26	5	3	3	NUM
easat-5683	26	6	:	:	PUNCT
easat-5683	26	7	1711	1711	NUM
easat-5683	26	8	-	-	SYM
easat-5683	26	9	1724	1724	NUM
easat-5683	26	10	,	,	PUNCT
easat-5683	26	11	2025	2025	NUM
easat-5683	26	12	doi	doi	NOUN
easat-5683	26	13	:	:	PUNCT
easat-5683	26	14	10.55214/25768484.v9i3.5683	10.55214/25768484.v9i3.5683	NUM
easat-5683	26	15	©	©	PROPN
easat-5683	26	16	2025	2025	NUM
easat-5683	26	17	by	by	ADP
easat-5683	26	18	the	the	DET
easat-5683	26	19	author	author	NOUN
easat-5683	26	20	;	;	PUNCT
easat-5683	26	21	licensee	licensee	NOUN
easat-5683	26	22	learning	learning	NOUN
easat-5683	26	23	gate	gate	NOUN
easat-5683	26	24	as	as	ADP
easat-5683	26	25	informed	informed	ADJ
easat-5683	26	26	procedure	procedure	NOUN
easat-5683	26	27	consent	consent	NOUN
easat-5683	26	28	.	.	PUNCT
easat-5683	27	1	these	these	DET
easat-5683	27	2	tools	tool	NOUN
easat-5683	27	3	help	help	VERB
easat-5683	27	4	bridge	bridge	VERB
easat-5683	27	5	the	the	DET
easat-5683	27	6	gap	gap	NOUN
easat-5683	27	7	between	between	ADP
easat-5683	27	8	medical	medical	ADJ
easat-5683	27	9	knowledge	knowledge	NOUN
easat-5683	27	10	and	and	CCONJ
easat-5683	27	11	patient	patient	ADJ
easat-5683	27	12	understanding	understanding	NOUN
easat-5683	27	13	,	,	PUNCT
easat-5683	27	14	making	make	VERB
easat-5683	27	15	it	it	PRON
easat-5683	27	16	easier	easy	ADJ
easat-5683	27	17	for	for	SCONJ
easat-5683	27	18	patients	patient	NOUN
easat-5683	27	19	to	to	PART
easat-5683	27	20	engage	engage	VERB
easat-5683	27	21	in	in	ADP
easat-5683	27	22	their	their	PRON
easat-5683	27	23	care	care	NOUN
easat-5683	27	24	and	and	CCONJ
easat-5683	27	25	make	make	VERB
easat-5683	27	26	informed	informed	ADJ
easat-5683	27	27	decisions	decision	NOUN
easat-5683	27	28	.	.	PUNCT
easat-5683	28	1	effective	effective	ADJ
easat-5683	28	2	communication	communication	NOUN
easat-5683	28	3	between	between	ADP
easat-5683	28	4	doctors	doctor	NOUN
easat-5683	28	5	and	and	CCONJ
easat-5683	28	6	patients	patient	NOUN
easat-5683	28	7	offers	offer	VERB
easat-5683	28	8	numerous	numerous	ADJ
easat-5683	28	9	benefits	benefit	NOUN
easat-5683	28	10	,	,	PUNCT
easat-5683	28	11	including	include	VERB
easat-5683	28	12	better	well	ADJ
easat-5683	28	13	treatment	treatment	NOUN
easat-5683	28	14	outcomes	outcome	NOUN
easat-5683	28	15	,	,	PUNCT
easat-5683	28	16	improved	improve	VERB
easat-5683	28	17	patient	patient	ADJ
easat-5683	28	18	satisfaction	satisfaction	NOUN
easat-5683	28	19	,	,	PUNCT
easat-5683	28	20	and	and	CCONJ
easat-5683	28	21	reduced	reduce	VERB
easat-5683	28	22	medical	medical	ADJ
easat-5683	28	23	errors	error	NOUN
easat-5683	28	24	.	.	PUNCT
easat-5683	29	1	research	research	NOUN
easat-5683	29	2	buljacsamardzic	buljacsamardzic	PROPN
easat-5683	29	3	,	,	PUNCT
easat-5683	29	4	et	et	PROPN
easat-5683	29	5	al	al	PROPN
easat-5683	29	6	.	.	PUNCT
easat-5683	30	1	[	[	X
easat-5683	30	2	3	3	X
easat-5683	30	3	]	]	PUNCT
easat-5683	30	4	shows	show	VERB
easat-5683	30	5	that	that	SCONJ
easat-5683	30	6	strong	strong	ADJ
easat-5683	30	7	communication	communication	NOUN
easat-5683	30	8	within	within	ADP
easat-5683	30	9	healthcare	healthcare	NOUN
easat-5683	30	10	teams	team	NOUN
easat-5683	30	11	also	also	ADV
easat-5683	30	12	contributes	contribute	VERB
easat-5683	30	13	to	to	ADP
easat-5683	30	14	better	well	ADJ
easat-5683	30	15	care	care	NOUN
easat-5683	30	16	coordination	coordination	NOUN
easat-5683	30	17	,	,	PUNCT
easat-5683	30	18	ensuring	ensure	VERB
easat-5683	30	19	that	that	SCONJ
easat-5683	30	20	patients	patient	NOUN
easat-5683	30	21	receive	receive	VERB
easat-5683	30	22	accurate	accurate	ADJ
easat-5683	30	23	diagnoses	diagnosis	NOUN
easat-5683	30	24	and	and	CCONJ
easat-5683	30	25	treatments	treatment	NOUN
easat-5683	30	26	.	.	PUNCT
easat-5683	31	1	when	when	SCONJ
easat-5683	31	2	patients	patient	NOUN
easat-5683	31	3	feel	feel	AUX
easat-5683	31	4	understood	understand	VERB
easat-5683	31	5	and	and	CCONJ
easat-5683	31	6	supported	support	VERB
easat-5683	31	7	by	by	ADP
easat-5683	31	8	their	their	PRON
easat-5683	31	9	healthcare	healthcare	NOUN
easat-5683	31	10	providers	provider	NOUN
easat-5683	31	11	,	,	PUNCT
easat-5683	31	12	they	they	PRON
easat-5683	31	13	are	be	AUX
easat-5683	31	14	more	more	ADV
easat-5683	31	15	likely	likely	ADJ
easat-5683	31	16	to	to	PART
easat-5683	31	17	adhere	adhere	VERB
easat-5683	31	18	to	to	ADP
easat-5683	31	19	treatment	treatment	NOUN
easat-5683	31	20	plans	plan	NOUN
easat-5683	31	21	and	and	CCONJ
easat-5683	31	22	participate	participate	VERB
easat-5683	31	23	actively	actively	ADV
easat-5683	31	24	in	in	ADP
easat-5683	31	25	their	their	PRON
easat-5683	31	26	care	care	NOUN
easat-5683	31	27	.	.	PUNCT
easat-5683	32	1	this	this	PRON
easat-5683	32	2	reduces	reduce	VERB
easat-5683	32	3	the	the	DET
easat-5683	32	4	risk	risk	NOUN
easat-5683	32	5	of	of	ADP
easat-5683	32	6	misunderstandings	misunderstanding	NOUN
easat-5683	32	7	,	,	PUNCT
easat-5683	32	8	enhances	enhance	VERB
easat-5683	32	9	patient	patient	ADJ
easat-5683	32	10	safety	safety	NOUN
easat-5683	32	11	,	,	PUNCT
easat-5683	32	12	and	and	CCONJ
easat-5683	32	13	fosters	foster	VERB
easat-5683	32	14	a	a	DET
easat-5683	32	15	collaborative	collaborative	ADJ
easat-5683	32	16	care	care	NOUN
easat-5683	32	17	environment	environment	NOUN
easat-5683	32	18	.	.	PUNCT
easat-5683	33	1	this	this	DET
easat-5683	33	2	paper	paper	NOUN
easat-5683	33	3	proposes	propose	VERB
easat-5683	33	4	a	a	DET
easat-5683	33	5	novel	novel	ADJ
easat-5683	33	6	methodological	methodological	ADJ
easat-5683	33	7	approach	approach	NOUN
easat-5683	33	8	using	use	VERB
easat-5683	33	9	a	a	DET
easat-5683	33	10	graphical	graphical	ADJ
easat-5683	33	11	interface	interface	NOUN
easat-5683	33	12	based	base	VERB
easat-5683	33	13	on	on	ADP
easat-5683	33	14	sign	sign	NOUN
easat-5683	33	15	values	value	NOUN
easat-5683	33	16	to	to	PART
easat-5683	33	17	streamline	streamline	VERB
easat-5683	33	18	communication	communication	NOUN
easat-5683	33	19	between	between	ADP
easat-5683	33	20	patients	patient	NOUN
easat-5683	33	21	and	and	CCONJ
easat-5683	33	22	healthcare	healthcare	NOUN
easat-5683	33	23	providers	provider	NOUN
easat-5683	33	24	further	far	ADV
easat-5683	33	25	.	.	PUNCT
easat-5683	34	1	this	this	DET
easat-5683	34	2	system	system	NOUN
easat-5683	34	3	aims	aim	VERB
easat-5683	34	4	to	to	PART
easat-5683	34	5	enhance	enhance	VERB
easat-5683	34	6	symptom	symptom	NOUN
easat-5683	34	7	reporting	reporting	NOUN
easat-5683	34	8	,	,	PUNCT
easat-5683	34	9	minimize	minimize	VERB
easat-5683	34	10	irrelevant	irrelevant	ADJ
easat-5683	34	11	dialogue	dialogue	NOUN
easat-5683	34	12	,	,	PUNCT
easat-5683	34	13	and	and	CCONJ
easat-5683	34	14	effectively	effectively	ADV
easat-5683	34	15	categorize	categorize	VERB
easat-5683	34	16	patient	patient	ADJ
easat-5683	34	17	information	information	NOUN
easat-5683	34	18	.	.	PUNCT
easat-5683	35	1	by	by	ADP
easat-5683	35	2	integrating	integrate	VERB
easat-5683	35	3	technology	technology	NOUN
easat-5683	35	4	into	into	ADP
easat-5683	35	5	patient	patient	ADJ
easat-5683	35	6	care	care	NOUN
easat-5683	35	7	,	,	PUNCT
easat-5683	35	8	healthcare	healthcare	NOUN
easat-5683	35	9	providers	provider	NOUN
easat-5683	35	10	can	can	AUX
easat-5683	35	11	overcome	overcome	VERB
easat-5683	35	12	communication	communication	NOUN
easat-5683	35	13	barriers	barrier	NOUN
easat-5683	35	14	and	and	CCONJ
easat-5683	35	15	promote	promote	VERB
easat-5683	35	16	more	more	ADV
easat-5683	35	17	effective	effective	ADJ
easat-5683	35	18	,	,	PUNCT
easat-5683	35	19	efficient	efficient	ADJ
easat-5683	35	20	,	,	PUNCT
easat-5683	35	21	and	and	CCONJ
easat-5683	35	22	patient	patient	NOUN
easat-5683	35	23	-	-	PUNCT
easat-5683	35	24	centered	center	VERB
easat-5683	35	25	interactions	interaction	NOUN
easat-5683	35	26	,	,	PUNCT
easat-5683	35	27	ultimately	ultimately	ADV
easat-5683	35	28	improving	improve	VERB
easat-5683	35	29	the	the	DET
easat-5683	35	30	quality	quality	NOUN
easat-5683	35	31	of	of	ADP
easat-5683	35	32	care	care	NOUN
easat-5683	35	33	delivered	deliver	VERB
easat-5683	35	34	.	.	PUNCT
easat-5683	36	1	2	2	X
easat-5683	36	2	.	.	X
easat-5683	36	3	literature	literature	NOUN
easat-5683	36	4	review	review	VERB
easat-5683	36	5	effective	effective	ADJ
easat-5683	36	6	communication	communication	NOUN
easat-5683	36	7	between	between	ADP
easat-5683	36	8	patients	patient	NOUN
easat-5683	36	9	and	and	CCONJ
easat-5683	36	10	healthcare	healthcare	NOUN
easat-5683	36	11	providers	provider	NOUN
easat-5683	36	12	is	be	AUX
easat-5683	36	13	crucial	crucial	ADJ
easat-5683	36	14	for	for	ADP
easat-5683	36	15	improving	improve	VERB
easat-5683	36	16	healthcare	healthcare	NOUN
easat-5683	36	17	outcomes	outcome	NOUN
easat-5683	36	18	and	and	CCONJ
easat-5683	36	19	patient	patient	ADJ
easat-5683	36	20	satisfaction	satisfaction	NOUN
easat-5683	36	21	.	.	PUNCT
easat-5683	37	1	developing	develop	VERB
easat-5683	37	2	and	and	CCONJ
easat-5683	37	3	evaluating	evaluate	VERB
easat-5683	37	4	various	various	ADJ
easat-5683	37	5	tools	tool	NOUN
easat-5683	37	6	and	and	CCONJ
easat-5683	37	7	interventions	intervention	NOUN
easat-5683	37	8	to	to	PART
easat-5683	37	9	enhance	enhance	VERB
easat-5683	37	10	this	this	DET
easat-5683	37	11	communication	communication	NOUN
easat-5683	37	12	are	be	AUX
easat-5683	37	13	vital	vital	ADJ
easat-5683	37	14	research	research	NOUN
easat-5683	37	15	areas	area	NOUN
easat-5683	37	16	.	.	PUNCT
easat-5683	38	1	this	this	DET
easat-5683	38	2	literature	literature	NOUN
easat-5683	38	3	review	review	NOUN
easat-5683	38	4	explores	explore	VERB
easat-5683	38	5	the	the	DET
easat-5683	38	6	impact	impact	NOUN
easat-5683	38	7	of	of	ADP
easat-5683	38	8	different	different	ADJ
easat-5683	38	9	methods	method	NOUN
easat-5683	38	10	and	and	CCONJ
easat-5683	38	11	technologies	technology	NOUN
easat-5683	38	12	on	on	ADP
easat-5683	38	13	improving	improve	VERB
easat-5683	38	14	symptom	symptom	NOUN
easat-5683	38	15	reporting	reporting	NOUN
easat-5683	38	16	and	and	CCONJ
easat-5683	38	17	patient	patient	ADJ
easat-5683	38	18	-	-	PUNCT
easat-5683	38	19	provider	provider	NOUN
easat-5683	38	20	interactions	interaction	NOUN
easat-5683	38	21	,	,	PUNCT
easat-5683	38	22	focusing	focus	VERB
easat-5683	38	23	on	on	ADP
easat-5683	38	24	office	office	NOUN
easat-5683	38	25	-	-	PUNCT
easat-5683	38	26	based	base	VERB
easat-5683	38	27	interventions	intervention	NOUN
easat-5683	38	28	,	,	PUNCT
easat-5683	38	29	digital	digital	ADJ
easat-5683	38	30	tools	tool	NOUN
easat-5683	38	31	,	,	PUNCT
easat-5683	38	32	and	and	CCONJ
easat-5683	38	33	symptom	symptom	NOUN
easat-5683	38	34	monitoring	monitoring	NOUN
easat-5683	38	35	systems	system	NOUN
easat-5683	38	36	.	.	PUNCT
easat-5683	39	1	by	by	ADP
easat-5683	39	2	examining	examine	VERB
easat-5683	39	3	the	the	DET
easat-5683	39	4	findings	finding	NOUN
easat-5683	39	5	from	from	ADP
easat-5683	39	6	recent	recent	ADJ
easat-5683	39	7	studies	study	NOUN
easat-5683	39	8	,	,	PUNCT
easat-5683	39	9	this	this	DET
easat-5683	39	10	review	review	NOUN
easat-5683	39	11	seeks	seek	VERB
easat-5683	39	12	to	to	PART
easat-5683	39	13	provide	provide	VERB
easat-5683	39	14	insights	insight	NOUN
easat-5683	39	15	into	into	ADP
easat-5683	39	16	how	how	SCONJ
easat-5683	39	17	these	these	DET
easat-5683	39	18	approaches	approach	NOUN
easat-5683	39	19	influence	influence	VERB
easat-5683	39	20	the	the	DET
easat-5683	39	21	quality	quality	NOUN
easat-5683	39	22	of	of	ADP
easat-5683	39	23	care	care	NOUN
easat-5683	39	24	and	and	CCONJ
easat-5683	39	25	patient	patient	ADJ
easat-5683	39	26	engagement	engagement	NOUN
easat-5683	39	27	.	.	PUNCT
easat-5683	40	1	2.1	2.1	NUM
easat-5683	40	2	.	.	PUNCT
easat-5683	40	3	office	office	NOUN
easat-5683	40	4	-	-	PUNCT
easat-5683	40	5	based	base	VERB
easat-5683	40	6	and	and	CCONJ
easat-5683	40	7	training	training	NOUN
easat-5683	40	8	interventions	intervention	NOUN
easat-5683	40	9	a	a	DET
easat-5683	40	10	study	study	NOUN
easat-5683	40	11	kerluku	kerluku	NOUN
easat-5683	40	12	,	,	PUNCT
easat-5683	40	13	et	et	PROPN
easat-5683	40	14	al	al	PROPN
easat-5683	40	15	.	.	PUNCT
easat-5683	41	1	[	[	X
easat-5683	41	2	4	4	NUM
easat-5683	41	3	]	]	PUNCT
easat-5683	41	4	investigated	investigate	VERB
easat-5683	41	5	using	use	VERB
easat-5683	41	6	a	a	DET
easat-5683	41	7	patient	patient	ADJ
easat-5683	41	8	encounter	encounter	NOUN
easat-5683	41	9	card	card	NOUN
easat-5683	41	10	during	during	ADP
easat-5683	41	11	office	office	NOUN
easat-5683	41	12	visits	visit	NOUN
easat-5683	41	13	to	to	PART
easat-5683	41	14	improve	improve	VERB
easat-5683	41	15	patient	patient	ADJ
easat-5683	41	16	engagement	engagement	NOUN
easat-5683	41	17	and	and	CCONJ
easat-5683	41	18	communication	communication	NOUN
easat-5683	41	19	with	with	ADP
easat-5683	41	20	healthcare	healthcare	NOUN
easat-5683	41	21	providers	provider	NOUN
easat-5683	41	22	.	.	PUNCT
easat-5683	42	1	their	their	PRON
easat-5683	42	2	study	study	NOUN
easat-5683	42	3	found	find	VERB
easat-5683	42	4	that	that	SCONJ
easat-5683	42	5	introducing	introduce	VERB
easat-5683	42	6	the	the	DET
easat-5683	42	7	card	card	NOUN
easat-5683	42	8	significantly	significantly	ADV
easat-5683	42	9	increased	increase	VERB
easat-5683	42	10	self	self	NOUN
easat-5683	42	11	-	-	PUNCT
easat-5683	42	12	reported	report	VERB
easat-5683	42	13	patient	patient	ADJ
easat-5683	42	14	engagement	engagement	NOUN
easat-5683	42	15	from	from	ADP
easat-5683	42	16	74	74	NUM
easat-5683	42	17	%	%	NOUN
easat-5683	42	18	to	to	PART
easat-5683	42	19	88	88	NUM
easat-5683	42	20	%	%	NOUN
easat-5683	42	21	.	.	PUNCT
easat-5683	43	1	despite	despite	SCONJ
easat-5683	43	2	maintaining	maintain	VERB
easat-5683	43	3	high	high	ADJ
easat-5683	43	4	patient	patient	ADJ
easat-5683	43	5	satisfaction	satisfaction	NOUN
easat-5683	43	6	levels	level	NOUN
easat-5683	43	7	,	,	PUNCT
easat-5683	43	8	the	the	DET
easat-5683	43	9	card	card	NOUN
easat-5683	43	10	's	's	PART
easat-5683	43	11	effectiveness	effectiveness	NOUN
easat-5683	43	12	in	in	ADP
easat-5683	43	13	enhancing	enhance	VERB
easat-5683	43	14	the	the	DET
easat-5683	43	15	overall	overall	ADJ
easat-5683	43	16	quality	quality	NOUN
easat-5683	43	17	of	of	ADP
easat-5683	43	18	communication	communication	NOUN
easat-5683	43	19	suggests	suggest	VERB
easat-5683	43	20	that	that	SCONJ
easat-5683	43	21	simple	simple	ADJ
easat-5683	43	22	,	,	PUNCT
easat-5683	43	23	structured	structured	ADJ
easat-5683	43	24	tools	tool	NOUN
easat-5683	43	25	can	can	AUX
easat-5683	43	26	significantly	significantly	ADV
easat-5683	43	27	impact	impact	VERB
easat-5683	43	28	patient	patient	ADJ
easat-5683	43	29	-	-	PUNCT
easat-5683	43	30	provider	provider	NOUN
easat-5683	43	31	interactions	interaction	NOUN
easat-5683	43	32	in	in	ADP
easat-5683	43	33	clinical	clinical	ADJ
easat-5683	43	34	settings	setting	NOUN
easat-5683	43	35	.	.	PUNCT
easat-5683	44	1	another	another	DET
easat-5683	44	2	study	study	NOUN
easat-5683	44	3	neo	neo	NOUN
easat-5683	44	4	,	,	PUNCT
easat-5683	44	5	et	et	PROPN
easat-5683	44	6	al	al	PROPN
easat-5683	44	7	.	.	PUNCT
easat-5683	45	1	[	[	X
easat-5683	45	2	5	5	NUM
easat-5683	45	3	]	]	PUNCT
easat-5683	45	4	focused	focus	VERB
easat-5683	45	5	on	on	ADP
easat-5683	45	6	a	a	DET
easat-5683	45	7	training	training	NOUN
easat-5683	45	8	program	program	NOUN
easat-5683	45	9	to	to	PART
easat-5683	45	10	teach	teach	VERB
easat-5683	45	11	communication	communication	NOUN
easat-5683	45	12	micro	micro	NOUN
easat-5683	45	13	-	-	NOUN
easat-5683	45	14	skills	skill	NOUN
easat-5683	45	15	to	to	ADP
easat-5683	45	16	cardiologists	cardiologist	NOUN
easat-5683	45	17	managing	manage	VERB
easat-5683	45	18	seriously	seriously	ADV
easat-5683	45	19	ill	ill	ADJ
easat-5683	45	20	patients	patient	NOUN
easat-5683	45	21	.	.	PUNCT
easat-5683	46	1	their	their	PRON
easat-5683	46	2	pilot	pilot	NOUN
easat-5683	46	3	study	study	NOUN
easat-5683	46	4	demonstrated	demonstrate	VERB
easat-5683	46	5	that	that	SCONJ
easat-5683	46	6	the	the	DET
easat-5683	46	7	training	training	NOUN
easat-5683	46	8	improved	improve	VERB
easat-5683	46	9	clinicians	clinician	NOUN
easat-5683	46	10	'	'	PART
easat-5683	46	11	self	self	NOUN
easat-5683	46	12	-	-	PUNCT
easat-5683	46	13	assessed	assess	VERB
easat-5683	46	14	communication	communication	NOUN
easat-5683	46	15	skills	skill	NOUN
easat-5683	46	16	and	and	CCONJ
easat-5683	46	17	was	be	AUX
easat-5683	46	18	well	well	ADV
easat-5683	46	19	-	-	PUNCT
easat-5683	46	20	received	receive	VERB
easat-5683	46	21	by	by	ADP
easat-5683	46	22	participants	participant	NOUN
easat-5683	46	23	.	.	PUNCT
easat-5683	47	1	the	the	DET
easat-5683	47	2	study	study	NOUN
easat-5683	47	3	highlights	highlight	VERB
easat-5683	47	4	the	the	DET
easat-5683	47	5	importance	importance	NOUN
easat-5683	47	6	of	of	ADP
easat-5683	47	7	targeted	target	VERB
easat-5683	47	8	training	training	NOUN
easat-5683	47	9	in	in	ADP
easat-5683	47	10	enhancing	enhance	VERB
easat-5683	47	11	empathic	empathic	ADJ
easat-5683	47	12	communication	communication	NOUN
easat-5683	47	13	and	and	CCONJ
easat-5683	47	14	addresses	address	NOUN
easat-5683	47	15	challenges	challenge	NOUN
easat-5683	47	16	faced	face	VERB
easat-5683	47	17	during	during	ADP
easat-5683	47	18	the	the	DET
easat-5683	47	19	covid-19	covid-19	PROPN
easat-5683	47	20	pandemic	pandemic	NOUN
easat-5683	47	21	.	.	PUNCT
easat-5683	48	1	this	this	PRON
easat-5683	48	2	suggests	suggest	VERB
easat-5683	48	3	that	that	SCONJ
easat-5683	48	4	ongoing	ongoing	ADJ
easat-5683	48	5	professional	professional	ADJ
easat-5683	48	6	development	development	NOUN
easat-5683	48	7	is	be	AUX
easat-5683	48	8	crucial	crucial	ADJ
easat-5683	48	9	for	for	ADP
easat-5683	48	10	maintaining	maintain	VERB
easat-5683	48	11	effective	effective	ADJ
easat-5683	48	12	patient	patient	ADJ
easat-5683	48	13	interactions	interaction	NOUN
easat-5683	48	14	.	.	PUNCT
easat-5683	49	1	2.2	2.2	NUM
easat-5683	49	2	.	.	PUNCT
easat-5683	49	3	digital	digital	ADJ
easat-5683	49	4	tools	tool	NOUN
easat-5683	49	5	and	and	CCONJ
easat-5683	49	6	applications	application	NOUN
easat-5683	49	7	a	a	DET
easat-5683	49	8	study	study	NOUN
easat-5683	49	9	johansson	johansson	NOUN
easat-5683	49	10	,	,	PUNCT
easat-5683	49	11	et	et	PROPN
easat-5683	49	12	al	al	PROPN
easat-5683	49	13	.	.	PUNCT
easat-5683	50	1	[	[	X
easat-5683	50	2	6	6	NUM
easat-5683	50	3	]	]	PUNCT
easat-5683	50	4	explored	explore	VERB
easat-5683	50	5	the	the	DET
easat-5683	50	6	use	use	NOUN
easat-5683	50	7	of	of	ADP
easat-5683	50	8	a	a	DET
easat-5683	50	9	digital	digital	ADJ
easat-5683	50	10	self	self	NOUN
easat-5683	50	11	-	-	PUNCT
easat-5683	50	12	care	care	NOUN
easat-5683	50	13	application	application	NOUN
easat-5683	50	14	among	among	ADP
easat-5683	50	15	individuals	individual	NOUN
easat-5683	50	16	with	with	ADP
easat-5683	50	17	rheumatoid	rheumatoid	NOUN
easat-5683	50	18	arthritis	arthritis	NOUN
easat-5683	50	19	.	.	PUNCT
easat-5683	51	1	their	their	PRON
easat-5683	51	2	qualitative	qualitative	ADJ
easat-5683	51	3	study	study	NOUN
easat-5683	51	4	found	find	VERB
easat-5683	51	5	that	that	SCONJ
easat-5683	51	6	the	the	DET
easat-5683	51	7	application	application	NOUN
easat-5683	51	8	facilitated	facilitate	VERB
easat-5683	51	9	patient	patient	NOUN
easat-5683	51	10	consultation	consultation	NOUN
easat-5683	51	11	preparation	preparation	NOUN
easat-5683	51	12	and	and	CCONJ
easat-5683	51	13	improved	improve	VERB
easat-5683	51	14	the	the	DET
easat-5683	51	15	quality	quality	NOUN
easat-5683	51	16	of	of	ADP
easat-5683	51	17	interactions	interaction	NOUN
easat-5683	51	18	between	between	ADP
easat-5683	51	19	patients	patient	NOUN
easat-5683	51	20	and	and	CCONJ
easat-5683	51	21	healthcare	healthcare	NOUN
easat-5683	51	22	providers	provider	NOUN
easat-5683	51	23	.	.	PUNCT
easat-5683	52	1	participants	participant	NOUN
easat-5683	52	2	appreciated	appreciate	VERB
easat-5683	52	3	better	well	ADV
easat-5683	52	4	managing	manage	VERB
easat-5683	52	5	their	their	PRON
easat-5683	52	6	symptoms	symptom	NOUN
easat-5683	52	7	and	and	CCONJ
easat-5683	52	8	engaging	engage	VERB
easat-5683	52	9	in	in	ADP
easat-5683	52	10	informed	informed	ADJ
easat-5683	52	11	discussions	discussion	NOUN
easat-5683	52	12	with	with	ADP
easat-5683	52	13	their	their	PRON
easat-5683	52	14	healthcare	healthcare	NOUN
easat-5683	52	15	team	team	NOUN
easat-5683	52	16	,	,	PUNCT
easat-5683	52	17	indicating	indicate	VERB
easat-5683	52	18	that	that	SCONJ
easat-5683	52	19	digital	digital	ADJ
easat-5683	52	20	tools	tool	NOUN
easat-5683	52	21	can	can	AUX
easat-5683	52	22	support	support	VERB
easat-5683	52	23	self	self	NOUN
easat-5683	52	24	-	-	PUNCT
easat-5683	52	25	care	care	NOUN
easat-5683	52	26	and	and	CCONJ
easat-5683	52	27	enhance	enhance	VERB
easat-5683	52	28	communication	communication	NOUN
easat-5683	52	29	.	.	PUNCT
easat-5683	53	1	another	another	DET
easat-5683	53	2	study	study	NOUN
easat-5683	53	3	liu	liu	PROPN
easat-5683	53	4	,	,	PUNCT
easat-5683	53	5	et	et	PROPN
easat-5683	53	6	al	al	PROPN
easat-5683	53	7	.	.	PUNCT
easat-5683	54	1	[	[	X
easat-5683	54	2	7	7	X
easat-5683	54	3	]	]	PUNCT
easat-5683	54	4	examined	examine	VERB
easat-5683	54	5	using	use	VERB
easat-5683	54	6	large	large	ADJ
easat-5683	54	7	language	language	NOUN
easat-5683	54	8	models	model	NOUN
easat-5683	54	9	(	(	PUNCT
easat-5683	54	10	llms	llm	NOUN
easat-5683	54	11	)	)	PUNCT
easat-5683	54	12	to	to	PART
easat-5683	54	13	guide	guide	VERB
easat-5683	54	14	patients	patient	NOUN
easat-5683	54	15	in	in	ADP
easat-5683	54	16	drafting	draft	VERB
easat-5683	54	17	comprehensive	comprehensive	ADJ
easat-5683	54	18	clinical	clinical	ADJ
easat-5683	54	19	care	care	NOUN
easat-5683	54	20	messages	message	NOUN
easat-5683	54	21	.	.	PUNCT
easat-5683	55	1	the	the	DET
easat-5683	55	2	study	study	NOUN
easat-5683	55	3	revealed	reveal	VERB
easat-5683	55	4	that	that	SCONJ
easat-5683	55	5	llms	llm	NOUN
easat-5683	55	6	could	could	AUX
easat-5683	55	7	generate	generate	VERB
easat-5683	55	8	follow	follow	VERB
easat-5683	55	9	-	-	PUNCT
easat-5683	55	10	up	up	ADP
easat-5683	55	11	questions	question	NOUN
easat-5683	55	12	that	that	PRON
easat-5683	55	13	enhanced	enhance	VERB
easat-5683	55	14	the	the	DET
easat-5683	55	15	clarity	clarity	NOUN
easat-5683	55	16	and	and	CCONJ
easat-5683	55	17	completeness	completeness	NOUN
easat-5683	55	18	of	of	ADP
easat-5683	55	19	patient	patient	ADJ
easat-5683	55	20	messages	message	NOUN
easat-5683	55	21	compared	compare	VERB
easat-5683	55	22	to	to	ADP
easat-5683	55	23	traditional	traditional	ADJ
easat-5683	55	24	methods	method	NOUN
easat-5683	55	25	.	.	PUNCT
easat-5683	56	1	this	this	DET
easat-5683	56	2	advancement	advancement	NOUN
easat-5683	56	3	highlights	highlight	VERB
easat-5683	56	4	the	the	DET
easat-5683	56	5	potential	potential	NOUN
easat-5683	56	6	of	of	ADP
easat-5683	56	7	ai	ai	VERB
easat-5683	56	8	to	to	PART
easat-5683	56	9	streamline	streamline	VERB
easat-5683	56	10	communication	communication	NOUN
easat-5683	56	11	,	,	PUNCT
easat-5683	56	12	reduce	reduce	VERB
easat-5683	56	13	back1713	back1713	PROPN
easat-5683	56	14	edelweiss	edelweiss	PROPN
easat-5683	56	15	applied	apply	VERB
easat-5683	56	16	science	science	NOUN
easat-5683	56	17	and	and	CCONJ
easat-5683	56	18	technology	technology	NOUN
easat-5683	56	19	issn	issn	PROPN
easat-5683	56	20	:	:	PUNCT
easat-5683	56	21	2576	2576	NUM
easat-5683	56	22	-	-	SYM
easat-5683	56	23	8484	8484	NUM
easat-5683	56	24	vol	vol	NOUN
easat-5683	56	25	.	.	PROPN
easat-5683	57	1	9	9	NUM
easat-5683	57	2	,	,	PUNCT
easat-5683	57	3	no	no	INTJ
easat-5683	57	4	.	.	NOUN
easat-5683	57	5	3	3	NUM
easat-5683	57	6	:	:	PUNCT
easat-5683	57	7	1711	1711	NUM
easat-5683	57	8	-	-	SYM
easat-5683	57	9	1724	1724	NUM
easat-5683	57	10	,	,	PUNCT
easat-5683	57	11	2025	2025	NUM
easat-5683	57	12	doi	doi	NOUN
easat-5683	57	13	:	:	PUNCT
easat-5683	57	14	10.55214/25768484.v9i3.5683	10.55214/25768484.v9i3.5683	NUM
easat-5683	57	15	©	©	PROPN
easat-5683	57	16	2025	2025	NUM
easat-5683	57	17	by	by	ADP
easat-5683	57	18	the	the	DET
easat-5683	57	19	author	author	NOUN
easat-5683	57	20	;	;	PUNCT
easat-5683	57	21	licensee	licensee	PROPN
easat-5683	57	22	learning	learn	VERB
easat-5683	57	23	gate	gate	NOUN
easat-5683	57	24	and	and	CCONJ
easat-5683	57	25	-	-	PUNCT
easat-5683	57	26	forth	forth	ADV
easat-5683	57	27	messaging	messaging	NOUN
easat-5683	57	28	,	,	PUNCT
easat-5683	57	29	and	and	CCONJ
easat-5683	57	30	improve	improve	VERB
easat-5683	57	31	the	the	DET
easat-5683	57	32	efficiency	efficiency	NOUN
easat-5683	57	33	of	of	ADP
easat-5683	57	34	information	information	NOUN
easat-5683	57	35	exchange	exchange	NOUN
easat-5683	57	36	between	between	ADP
easat-5683	57	37	patients	patient	NOUN
easat-5683	57	38	and	and	CCONJ
easat-5683	57	39	healthcare	healthcare	NOUN
easat-5683	57	40	providers	provider	NOUN
easat-5683	57	41	.	.	PUNCT
easat-5683	58	1	2.3	2.3	NUM
easat-5683	58	2	.	.	PUNCT
easat-5683	58	3	systematic	systematic	ADJ
easat-5683	58	4	monitoring	monitoring	NOUN
easat-5683	58	5	and	and	CCONJ
easat-5683	58	6	literacy	literacy	NOUN
easat-5683	58	7	research	research	NOUN
easat-5683	58	8	at	at	ADP
easat-5683	58	9	andrews	andrews	PROPN
easat-5683	58	10	,	,	PUNCT
easat-5683	58	11	et	et	PROPN
easat-5683	58	12	al	al	PROPN
easat-5683	58	13	.	.	PUNCT
easat-5683	59	1	[	[	X
easat-5683	59	2	8	8	NUM
easat-5683	59	3	]	]	PUNCT
easat-5683	59	4	conducted	conduct	VERB
easat-5683	59	5	a	a	DET
easat-5683	59	6	systematic	systematic	ADJ
easat-5683	59	7	review	review	NOUN
easat-5683	59	8	and	and	CCONJ
easat-5683	59	9	meta	meta	NOUN
easat-5683	59	10	-	-	PUNCT
easat-5683	59	11	analysis	analysis	NOUN
easat-5683	59	12	on	on	ADP
easat-5683	59	13	the	the	DET
easat-5683	59	14	effects	effect	NOUN
easat-5683	59	15	of	of	ADP
easat-5683	59	16	symptom	symptom	NOUN
easat-5683	59	17	monitoring	monitoring	NOUN
easat-5683	59	18	for	for	ADP
easat-5683	59	19	menopausal	menopausal	ADJ
easat-5683	59	20	health	health	NOUN
easat-5683	59	21	outcomes	outcome	NOUN
easat-5683	59	22	.	.	PUNCT
easat-5683	60	1	their	their	PRON
easat-5683	60	2	findings	finding	NOUN
easat-5683	60	3	suggest	suggest	VERB
easat-5683	60	4	that	that	SCONJ
easat-5683	60	5	regular	regular	ADJ
easat-5683	60	6	symptom	symptom	NOUN
easat-5683	60	7	tracking	tracking	NOUN
easat-5683	60	8	is	be	AUX
easat-5683	60	9	associated	associate	VERB
easat-5683	60	10	with	with	ADP
easat-5683	60	11	improved	improved	ADJ
easat-5683	60	12	patient	patient	ADJ
easat-5683	60	13	-	-	PUNCT
easat-5683	60	14	doctor	doctor	NOUN
easat-5683	60	15	communication	communication	NOUN
easat-5683	60	16	,	,	PUNCT
easat-5683	60	17	reduced	reduce	VERB
easat-5683	60	18	symptom	symptom	NOUN
easat-5683	60	19	severity	severity	NOUN
easat-5683	60	20	,	,	PUNCT
easat-5683	60	21	and	and	CCONJ
easat-5683	60	22	better	well	ADJ
easat-5683	60	23	health	health	NOUN
easat-5683	60	24	outcomes	outcome	NOUN
easat-5683	60	25	.	.	PUNCT
easat-5683	61	1	this	this	DET
easat-5683	61	2	research	research	NOUN
easat-5683	61	3	underscores	underscore	VERB
easat-5683	61	4	the	the	DET
easat-5683	61	5	value	value	NOUN
easat-5683	61	6	of	of	ADP
easat-5683	61	7	structured	structured	ADJ
easat-5683	61	8	symptom	symptom	NOUN
easat-5683	61	9	monitoring	monitoring	NOUN
easat-5683	61	10	in	in	ADP
easat-5683	61	11	facilitating	facilitate	VERB
easat-5683	61	12	more	more	ADV
easat-5683	61	13	effective	effective	ADJ
easat-5683	61	14	patient	patient	ADJ
easat-5683	61	15	-	-	PUNCT
easat-5683	61	16	provider	provider	NOUN
easat-5683	61	17	interactions	interaction	NOUN
easat-5683	61	18	and	and	CCONJ
easat-5683	61	19	informed	informed	ADJ
easat-5683	61	20	decision	decision	NOUN
easat-5683	61	21	-	-	PUNCT
easat-5683	61	22	making	making	NOUN
easat-5683	61	23	.	.	PUNCT
easat-5683	62	1	a	a	DET
easat-5683	62	2	study	study	NOUN
easat-5683	62	3	zhang	zhang	PROPN
easat-5683	62	4	and	and	CCONJ
easat-5683	62	5	li	li	PROPN
easat-5683	63	1	[	[	X
easat-5683	63	2	9	9	NUM
easat-5683	63	3	]	]	PUNCT
easat-5683	63	4	developed	develop	VERB
easat-5683	63	5	the	the	DET
easat-5683	63	6	problem	problem	NOUN
easat-5683	63	7	-	-	PUNCT
easat-5683	63	8	based	base	VERB
easat-5683	63	9	ehealth	ehealth	NOUN
easat-5683	63	10	literacy	literacy	NOUN
easat-5683	63	11	scale	scale	NOUN
easat-5683	63	12	(	(	PUNCT
easat-5683	63	13	pb	pb	NOUN
easat-5683	63	14	-	-	PUNCT
easat-5683	63	15	mhls	mhls	NOUN
easat-5683	63	16	)	)	PUNCT
easat-5683	63	17	to	to	PART
easat-5683	63	18	assess	assess	VERB
easat-5683	63	19	individuals	individual	NOUN
easat-5683	63	20	'	'	PART
easat-5683	63	21	capabilities	capability	NOUN
easat-5683	63	22	in	in	ADP
easat-5683	63	23	using	use	VERB
easat-5683	63	24	mobile	mobile	ADJ
easat-5683	63	25	health	health	NOUN
easat-5683	63	26	technologies	technology	NOUN
easat-5683	63	27	.	.	PUNCT
easat-5683	64	1	their	their	PRON
easat-5683	64	2	study	study	NOUN
easat-5683	64	3	found	find	VERB
easat-5683	64	4	that	that	SCONJ
easat-5683	64	5	mhealth	mhealth	NOUN
easat-5683	64	6	literacy	literacy	NOUN
easat-5683	64	7	significantly	significantly	ADV
easat-5683	64	8	influences	influence	VERB
easat-5683	64	9	patients	patient	NOUN
easat-5683	64	10	'	'	PART
easat-5683	64	11	engagement	engagement	NOUN
easat-5683	64	12	in	in	ADP
easat-5683	64	13	health	health	NOUN
easat-5683	64	14	prevention	prevention	NOUN
easat-5683	64	15	behaviors	behavior	NOUN
easat-5683	64	16	and	and	CCONJ
easat-5683	64	17	effective	effective	ADJ
easat-5683	64	18	communication	communication	NOUN
easat-5683	64	19	with	with	ADP
easat-5683	64	20	healthcare	healthcare	NOUN
easat-5683	64	21	providers	provider	NOUN
easat-5683	64	22	.	.	PUNCT
easat-5683	65	1	the	the	DET
easat-5683	65	2	pb	pb	PROPN
easat-5683	65	3	-	-	PUNCT
easat-5683	65	4	mhls	mhls	NOUN
easat-5683	65	5	offers	offer	VERB
easat-5683	65	6	a	a	DET
easat-5683	65	7	comprehensive	comprehensive	ADJ
easat-5683	65	8	measure	measure	NOUN
easat-5683	65	9	of	of	ADP
easat-5683	65	10	patients	patient	NOUN
easat-5683	65	11	'	'	PART
easat-5683	65	12	abilities	ability	NOUN
easat-5683	65	13	to	to	PART
easat-5683	65	14	navigate	navigate	VERB
easat-5683	65	15	and	and	CCONJ
easat-5683	65	16	utilize	utilize	VERB
easat-5683	65	17	digital	digital	ADJ
easat-5683	65	18	health	health	NOUN
easat-5683	65	19	tools	tool	NOUN
easat-5683	65	20	,	,	PUNCT
easat-5683	65	21	which	which	PRON
easat-5683	65	22	is	be	AUX
easat-5683	65	23	essential	essential	ADJ
easat-5683	65	24	for	for	ADP
easat-5683	65	25	enhancing	enhance	VERB
easat-5683	65	26	digital	digital	ADJ
easat-5683	65	27	health	health	NOUN
easat-5683	65	28	interventions	intervention	NOUN
easat-5683	65	29	'	'	PART
easat-5683	65	30	effectiveness	effectiveness	NOUN
easat-5683	65	31	.	.	PUNCT
easat-5683	66	1	recent	recent	ADJ
easat-5683	66	2	advancements	advancement	NOUN
easat-5683	66	3	in	in	ADP
easat-5683	66	4	ai	ai	PROPN
easat-5683	66	5	and	and	CCONJ
easat-5683	66	6	digital	digital	ADJ
easat-5683	66	7	health	health	NOUN
easat-5683	66	8	have	have	AUX
easat-5683	66	9	significantly	significantly	ADV
easat-5683	66	10	influenced	influence	VERB
easat-5683	66	11	patient	patient	ADJ
easat-5683	66	12	-	-	PUNCT
easat-5683	66	13	doctor	doctor	NOUN
easat-5683	66	14	communication	communication	NOUN
easat-5683	66	15	.	.	PUNCT
easat-5683	67	1	for	for	ADP
easat-5683	67	2	instance	instance	NOUN
easat-5683	67	3	,	,	PUNCT
easat-5683	67	4	liu	liu	PROPN
easat-5683	67	5	,	,	PUNCT
easat-5683	67	6	et	et	PROPN
easat-5683	67	7	al	al	PROPN
easat-5683	67	8	.	.	PUNCT
easat-5683	68	1	[	[	X
easat-5683	68	2	7	7	X
easat-5683	68	3	]	]	PUNCT
easat-5683	68	4	demonstrated	demonstrate	VERB
easat-5683	68	5	that	that	SCONJ
easat-5683	68	6	ai	ai	NOUN
easat-5683	68	7	-	-	PUNCT
easat-5683	68	8	powered	power	VERB
easat-5683	68	9	language	language	NOUN
easat-5683	68	10	models	model	NOUN
easat-5683	68	11	can	can	AUX
easat-5683	68	12	generate	generate	VERB
easat-5683	68	13	efficient	efficient	ADJ
easat-5683	68	14	clinical	clinical	ADJ
easat-5683	68	15	messages	message	NOUN
easat-5683	68	16	,	,	PUNCT
easat-5683	68	17	while	while	SCONJ
easat-5683	68	18	smith	smith	PROPN
easat-5683	68	19	and	and	CCONJ
easat-5683	68	20	doe	doe	NOUN
easat-5683	68	21	[	[	X
easat-5683	68	22	10	10	NUM
easat-5683	68	23	]	]	PUNCT
easat-5683	68	24	found	find	VERB
easat-5683	68	25	that	that	SCONJ
easat-5683	68	26	digital	digital	ADJ
easat-5683	68	27	agents	agent	NOUN
easat-5683	68	28	effectively	effectively	ADV
easat-5683	68	29	bridge	bridge	VERB
easat-5683	68	30	communication	communication	NOUN
easat-5683	68	31	gaps	gap	NOUN
easat-5683	68	32	during	during	ADP
easat-5683	68	33	consultations	consultation	NOUN
easat-5683	68	34	.	.	PUNCT
easat-5683	69	1	bajwa	bajwa	PROPN
easat-5683	69	2	,	,	PUNCT
easat-5683	69	3	et	et	PROPN
easat-5683	69	4	al	al	PROPN
easat-5683	69	5	.	.	PUNCT
easat-5683	70	1	[	[	X
easat-5683	70	2	11	11	NUM
easat-5683	70	3	]	]	PUNCT
easat-5683	70	4	and	and	CCONJ
easat-5683	70	5	ap	ap	PROPN
easat-5683	70	6	news	news	PROPN
easat-5683	70	7	associated	associated	PROPN
easat-5683	70	8	press	press	NOUN
easat-5683	71	1	[	[	X
easat-5683	71	2	12	12	NUM
easat-5683	71	3	]	]	PUNCT
easat-5683	71	4	reported	report	VERB
easat-5683	71	5	on	on	ADP
easat-5683	71	6	innovative	innovative	ADJ
easat-5683	71	7	ai	ai	NOUN
easat-5683	71	8	tools	tool	NOUN
easat-5683	71	9	—	—	PUNCT
easat-5683	71	10	such	such	ADJ
easat-5683	71	11	as	as	ADP
easat-5683	71	12	note	note	NOUN
easat-5683	71	13	-	-	PUNCT
easat-5683	71	14	taking	take	VERB
easat-5683	71	15	applications	application	NOUN
easat-5683	71	16	and	and	CCONJ
easat-5683	71	17	ai	ai	VERB
easat-5683	71	18	nursing	nursing	NOUN
easat-5683	71	19	assistants	assistant	NOUN
easat-5683	71	20	—	—	PUNCT
easat-5683	71	21	that	that	PRON
easat-5683	71	22	are	be	AUX
easat-5683	71	23	reshaping	reshape	VERB
easat-5683	71	24	clinical	clinical	ADJ
easat-5683	71	25	workflows	workflow	NOUN
easat-5683	71	26	and	and	CCONJ
easat-5683	71	27	documentation	documentation	NOUN
easat-5683	71	28	.	.	PUNCT
easat-5683	72	1	furthermore	furthermore	ADV
easat-5683	72	2	,	,	PUNCT
easat-5683	72	3	getachew	getachew	VERB
easat-5683	72	4	,	,	PUNCT
easat-5683	72	5	et	et	PROPN
easat-5683	72	6	al	al	PROPN
easat-5683	72	7	.	.	PUNCT
easat-5683	73	1	[	[	X
easat-5683	73	2	13	13	NUM
easat-5683	73	3	]	]	PUNCT
easat-5683	73	4	documented	document	VERB
easat-5683	73	5	that	that	SCONJ
easat-5683	73	6	digital	digital	ADJ
easat-5683	73	7	health	health	NOUN
easat-5683	73	8	tools	tool	NOUN
easat-5683	73	9	enhance	enhance	VERB
easat-5683	73	10	patient	patient	ADJ
easat-5683	73	11	engagement	engagement	NOUN
easat-5683	73	12	in	in	ADP
easat-5683	73	13	the	the	DET
easat-5683	73	14	post	post	ADJ
easat-5683	73	15	-	-	ADJ
easat-5683	73	16	pandemic	pandemic	ADJ
easat-5683	73	17	era	era	NOUN
easat-5683	73	18	,	,	PUNCT
easat-5683	73	19	and	and	CCONJ
easat-5683	73	20	time	time	NOUN
easat-5683	73	21	magazine	magazine	NOUN
easat-5683	73	22	[	[	X
easat-5683	73	23	14	14	NUM
easat-5683	73	24	]	]	PUNCT
easat-5683	73	25	highlighted	highlight	VERB
easat-5683	73	26	the	the	DET
easat-5683	73	27	emergence	emergence	NOUN
easat-5683	73	28	of	of	ADP
easat-5683	73	29	ai	ai	NOUN
easat-5683	73	30	-	-	PUNCT
easat-5683	73	31	powered	power	VERB
easat-5683	73	32	medical	medical	ADJ
easat-5683	73	33	scribes	scribe	NOUN
easat-5683	73	34	as	as	ADP
easat-5683	73	35	a	a	DET
easat-5683	73	36	means	means	NOUN
easat-5683	73	37	to	to	PART
easat-5683	73	38	reduce	reduce	VERB
easat-5683	73	39	physicians	physician	NOUN
easat-5683	73	40	’	'	PUNCT
easat-5683	73	41	administrative	administrative	ADJ
easat-5683	73	42	burdens	burden	NOUN
easat-5683	73	43	.	.	PUNCT
easat-5683	74	1	these	these	DET
easat-5683	74	2	recent	recent	ADJ
easat-5683	74	3	studies	study	NOUN
easat-5683	74	4	collectively	collectively	ADV
easat-5683	74	5	support	support	VERB
easat-5683	74	6	the	the	DET
easat-5683	74	7	integration	integration	NOUN
easat-5683	74	8	of	of	ADP
easat-5683	74	9	digital	digital	ADJ
easat-5683	74	10	solutions	solution	NOUN
easat-5683	74	11	to	to	PART
easat-5683	74	12	improve	improve	VERB
easat-5683	74	13	communication	communication	NOUN
easat-5683	74	14	and	and	CCONJ
easat-5683	74	15	overall	overall	ADJ
easat-5683	74	16	healthcare	healthcare	NOUN
easat-5683	74	17	delivery	delivery	NOUN
easat-5683	74	18	.	.	PUNCT
easat-5683	75	1	3	3	X
easat-5683	75	2	.	.	X
easat-5683	75	3	method	method	VERB
easat-5683	75	4	the	the	DET
easat-5683	75	5	dataset	dataset	NOUN
easat-5683	75	6	for	for	ADP
easat-5683	75	7	this	this	DET
easat-5683	75	8	study	study	NOUN
easat-5683	75	9	was	be	AUX
easat-5683	75	10	sourced	source	VERB
easat-5683	75	11	from	from	ADP
easat-5683	75	12	the	the	DET
easat-5683	75	13	korean	korean	ADJ
easat-5683	75	14	license	license	NOUN
easat-5683	75	15	medical	medical	ADJ
easat-5683	75	16	examination	examination	NOUN
easat-5683	75	17	(	(	PUNCT
easat-5683	75	18	klme	klme	PROPN
easat-5683	75	19	)	)	PUNCT
easat-5683	75	20	and	and	CCONJ
easat-5683	75	21	included	include	VERB
easat-5683	75	22	74	74	NUM
easat-5683	75	23	anonymized	anonymized	ADJ
easat-5683	75	24	demographic	demographic	ADJ
easat-5683	75	25	cases	case	NOUN
easat-5683	75	26	.	.	PUNCT
easat-5683	76	1	data	datum	NOUN
easat-5683	76	2	collection	collection	NOUN
easat-5683	76	3	took	take	VERB
easat-5683	76	4	place	place	NOUN
easat-5683	76	5	between	between	ADP
easat-5683	76	6	december	december	PROPN
easat-5683	76	7	2023	2023	NUM
easat-5683	76	8	and	and	CCONJ
easat-5683	76	9	may	may	PROPN
easat-5683	76	10	2024	2024	NUM
easat-5683	76	11	.	.	PUNCT
easat-5683	77	1	each	each	DET
easat-5683	77	2	case	case	NOUN
easat-5683	77	3	contained	contain	VERB
easat-5683	77	4	information	information	NOUN
easat-5683	77	5	on	on	ADP
easat-5683	77	6	patient	patient	NOUN
easat-5683	77	7	-	-	PUNCT
easat-5683	77	8	reported	report	VERB
easat-5683	77	9	symptoms	symptom	NOUN
easat-5683	77	10	,	,	PUNCT
easat-5683	77	11	a	a	DET
easat-5683	77	12	primary	primary	ADJ
easat-5683	77	13	complaint	complaint	NOUN
easat-5683	77	14	,	,	PUNCT
easat-5683	77	15	and	and	CCONJ
easat-5683	77	16	a	a	DET
easat-5683	77	17	binary	binary	ADJ
easat-5683	77	18	diagnosis	diagnosis	NOUN
easat-5683	77	19	indicator	indicator	NOUN
easat-5683	77	20	,	,	PUNCT
easat-5683	77	21	with	with	ADP
easat-5683	77	22	"	"	PUNCT
easat-5683	77	23	1	1	NUM
easat-5683	77	24	"	"	PUNCT
easat-5683	77	25	representing	represent	VERB
easat-5683	77	26	a	a	DET
easat-5683	77	27	confirmed	confirmed	ADJ
easat-5683	77	28	diagnosis	diagnosis	NOUN
easat-5683	77	29	according	accord	VERB
easat-5683	77	30	to	to	ADP
easat-5683	77	31	kam	kam	PROPN
easat-5683	78	1	[	[	X
easat-5683	78	2	15	15	NUM
easat-5683	78	3	]	]	PUNCT
easat-5683	78	4	.	.	PUNCT
easat-5683	79	1	clinic	clinic	NOUN
easat-5683	79	2	standards	standard	NOUN
easat-5683	79	3	and	and	CCONJ
easat-5683	79	4	"	"	PUNCT
easat-5683	79	5	0	0	NUM
easat-5683	79	6	"	"	PUNCT
easat-5683	79	7	indicating	indicate	VERB
easat-5683	79	8	the	the	DET
easat-5683	79	9	diagnosis	diagnosis	NOUN
easat-5683	79	10	was	be	AUX
easat-5683	79	11	not	not	PART
easat-5683	79	12	confirmed	confirm	VERB
easat-5683	79	13	.	.	PUNCT
easat-5683	80	1	due	due	ADP
easat-5683	80	2	to	to	ADP
easat-5683	80	3	the	the	DET
easat-5683	80	4	anonymized	anonymized	ADJ
easat-5683	80	5	nature	nature	NOUN
easat-5683	80	6	of	of	ADP
easat-5683	80	7	the	the	DET
easat-5683	80	8	data	datum	NOUN
easat-5683	80	9	,	,	PUNCT
easat-5683	80	10	patient	patient	ADJ
easat-5683	80	11	consent	consent	NOUN
easat-5683	80	12	was	be	AUX
easat-5683	80	13	not	not	PART
easat-5683	80	14	required	require	VERB
easat-5683	80	15	according	accord	VERB
easat-5683	80	16	to	to	ADP
easat-5683	80	17	the	the	DET
easat-5683	80	18	relevant	relevant	ADJ
easat-5683	80	19	ethical	ethical	ADJ
easat-5683	80	20	guidelines	guideline	NOUN
easat-5683	80	21	.	.	PUNCT
easat-5683	81	1	doctor	doctor	NOUN
easat-5683	81	2	-	-	PUNCT
easat-5683	81	3	aid	aid	NOUN
easat-5683	81	4	,	,	PUNCT
easat-5683	81	5	the	the	DET
easat-5683	81	6	diagnostic	diagnostic	ADJ
easat-5683	81	7	model	model	NOUN
easat-5683	81	8	used	use	VERB
easat-5683	81	9	in	in	ADP
easat-5683	81	10	the	the	DET
easat-5683	81	11	study	study	NOUN
easat-5683	81	12	,	,	PUNCT
easat-5683	81	13	incorporated	incorporate	VERB
easat-5683	81	14	external	external	ADJ
easat-5683	81	15	information	information	NOUN
easat-5683	81	16	from	from	ADP
easat-5683	81	17	sources	source	NOUN
easat-5683	81	18	such	such	ADJ
easat-5683	81	19	as	as	ADP
easat-5683	81	20	clip	clip	NOUN
easat-5683	81	21	,	,	PUNCT
easat-5683	81	22	wiki	wiki	PROPN
easat-5683	81	23	,	,	PUNCT
easat-5683	81	24	wikipedia	wikipedia	PROPN
easat-5683	81	25	,	,	PUNCT
easat-5683	81	26	msd	msd	PROPN
easat-5683	81	27	,	,	PUNCT
easat-5683	81	28	and	and	CCONJ
easat-5683	81	29	bing	bing	VERB
easat-5683	81	30	to	to	PART
easat-5683	81	31	aid	aid	VERB
easat-5683	81	32	in	in	ADP
easat-5683	81	33	differential	differential	ADJ
easat-5683	81	34	diagnosis	diagnosis	NOUN
easat-5683	81	35	and	and	CCONJ
easat-5683	81	36	final	final	ADJ
easat-5683	81	37	diagnostic	diagnostic	ADJ
easat-5683	81	38	decisions	decision	NOUN
easat-5683	81	39	.	.	PUNCT
easat-5683	82	1	a	a	DET
easat-5683	82	2	human	human	ADJ
easat-5683	82	3	expert	expert	NOUN
easat-5683	82	4	,	,	PUNCT
easat-5683	82	5	specifically	specifically	ADV
easat-5683	82	6	a	a	DET
easat-5683	82	7	doctor	doctor	NOUN
easat-5683	82	8	familiar	familiar	ADJ
easat-5683	82	9	with	with	ADP
easat-5683	82	10	the	the	DET
easat-5683	82	11	field	field	NOUN
easat-5683	82	12	,	,	PUNCT
easat-5683	82	13	validated	validate	VERB
easat-5683	82	14	the	the	DET
easat-5683	82	15	information	information	NOUN
easat-5683	82	16	from	from	ADP
easat-5683	82	17	these	these	DET
easat-5683	82	18	sources	source	NOUN
easat-5683	82	19	to	to	PART
easat-5683	82	20	ensure	ensure	VERB
easat-5683	82	21	its	its	PRON
easat-5683	82	22	accuracy	accuracy	NOUN
easat-5683	82	23	and	and	CCONJ
easat-5683	82	24	relevance	relevance	NOUN
easat-5683	82	25	.	.	PUNCT
easat-5683	83	1	while	while	SCONJ
easat-5683	83	2	the	the	DET
easat-5683	83	3	study	study	NOUN
easat-5683	83	4	did	do	AUX
easat-5683	83	5	not	not	PART
easat-5683	83	6	directly	directly	ADV
easat-5683	83	7	evaluate	evaluate	VERB
easat-5683	83	8	patient	patient	ADJ
easat-5683	83	9	perspectives	perspective	NOUN
easat-5683	83	10	,	,	PUNCT
easat-5683	83	11	using	use	VERB
easat-5683	83	12	validated	validated	ADJ
easat-5683	83	13	technology	technology	NOUN
easat-5683	83	14	like	like	ADP
easat-5683	83	15	doctor	doctor	NOUN
easat-5683	83	16	-	-	PUNCT
easat-5683	83	17	aid	aid	NOUN
easat-5683	83	18	can	can	AUX
easat-5683	83	19	enhance	enhance	VERB
easat-5683	83	20	patient	patient	ADJ
easat-5683	83	21	empowerment	empowerment	NOUN
easat-5683	83	22	.	.	PUNCT
easat-5683	84	1	this	this	PRON
easat-5683	84	2	is	be	AUX
easat-5683	84	3	detailed	detail	VERB
easat-5683	84	4	in	in	ADP
easat-5683	84	5	the	the	DET
easat-5683	84	6	discussion	discussion	NOUN
easat-5683	84	7	section	section	NOUN
easat-5683	84	8	.	.	PUNCT
easat-5683	85	1	to	to	PART
easat-5683	85	2	evaluate	evaluate	VERB
easat-5683	85	3	the	the	DET
easat-5683	85	4	performance	performance	NOUN
easat-5683	85	5	of	of	ADP
easat-5683	85	6	the	the	DET
easat-5683	85	7	diagnostic	diagnostic	ADJ
easat-5683	85	8	model	model	NOUN
easat-5683	85	9	,	,	PUNCT
easat-5683	85	10	cases	case	NOUN
easat-5683	85	11	were	be	AUX
easat-5683	85	12	categorized	categorize	VERB
easat-5683	85	13	into	into	ADP
easat-5683	85	14	true	true	ADJ
easat-5683	85	15	positives	positive	NOUN
easat-5683	85	16	,	,	PUNCT
easat-5683	85	17	false	false	ADJ
easat-5683	85	18	positives	positive	NOUN
easat-5683	85	19	,	,	PUNCT
easat-5683	85	20	true	true	ADJ
easat-5683	85	21	negatives	negative	NOUN
easat-5683	85	22	,	,	PUNCT
easat-5683	85	23	and	and	CCONJ
easat-5683	85	24	false	false	ADJ
easat-5683	85	25	negatives	negative	NOUN
easat-5683	85	26	.	.	PUNCT
easat-5683	86	1	true	true	ADJ
easat-5683	86	2	positives	positive	NOUN
easat-5683	86	3	referred	refer	VERB
easat-5683	86	4	to	to	ADP
easat-5683	86	5	cases	case	NOUN
easat-5683	86	6	where	where	SCONJ
easat-5683	86	7	the	the	DET
easat-5683	86	8	model	model	NOUN
easat-5683	86	9	and	and	CCONJ
easat-5683	86	10	the	the	DET
easat-5683	86	11	mayo	mayo	PROPN
easat-5683	86	12	clinic	clinic	PROPN
easat-5683	86	13	confirmed	confirm	VERB
easat-5683	86	14	the	the	DET
easat-5683	86	15	diagnosis	diagnosis	NOUN
easat-5683	86	16	.	.	PUNCT
easat-5683	87	1	false	false	ADJ
easat-5683	87	2	positives	positive	NOUN
easat-5683	87	3	occurred	occur	VERB
easat-5683	87	4	when	when	SCONJ
easat-5683	87	5	the	the	DET
easat-5683	87	6	model	model	NOUN
easat-5683	87	7	predicted	predict	VERB
easat-5683	87	8	a	a	DET
easat-5683	87	9	diagnosis	diagnosis	NOUN
easat-5683	87	10	that	that	PRON
easat-5683	87	11	the	the	DET
easat-5683	87	12	mayo	mayo	NOUN
easat-5683	87	13	clinic	clinic	PROPN
easat-5683	87	14	did	do	AUX
easat-5683	87	15	not	not	PART
easat-5683	87	16	confirm	confirm	VERB
easat-5683	87	17	.	.	PUNCT
easat-5683	88	1	true	true	ADJ
easat-5683	88	2	negatives	negative	NOUN
easat-5683	88	3	referred	refer	VERB
easat-5683	88	4	to	to	ADP
easat-5683	88	5	cases	case	NOUN
easat-5683	88	6	where	where	SCONJ
easat-5683	88	7	the	the	DET
easat-5683	88	8	model	model	NOUN
easat-5683	88	9	correctly	correctly	ADV
easat-5683	88	10	identified	identify	VERB
easat-5683	88	11	the	the	DET
easat-5683	88	12	absence	absence	NOUN
easat-5683	88	13	of	of	ADP
easat-5683	88	14	a	a	DET
easat-5683	88	15	diagnosis	diagnosis	NOUN
easat-5683	88	16	,	,	PUNCT
easat-5683	88	17	while	while	SCONJ
easat-5683	88	18	false	false	ADJ
easat-5683	88	19	negatives	negative	NOUN
easat-5683	88	20	occurred	occur	VERB
easat-5683	88	21	when	when	SCONJ
easat-5683	88	22	the	the	DET
easat-5683	88	23	model	model	NOUN
easat-5683	88	24	failed	fail	VERB
easat-5683	88	25	to	to	PART
easat-5683	88	26	detect	detect	VERB
easat-5683	88	27	a	a	DET
easat-5683	88	28	diagnosis	diagnosis	NOUN
easat-5683	88	29	that	that	SCONJ
easat-5683	88	30	the	the	DET
easat-5683	88	31	mayo	mayo	NOUN
easat-5683	88	32	clinic	clinic	PROPN
easat-5683	88	33	confirmed	confirm	VERB
easat-5683	88	34	.	.	PUNCT
easat-5683	89	1	false	false	ADJ
easat-5683	89	2	-	-	PUNCT
easat-5683	89	3	negativea	negativea	NOUN
easat-5683	89	4	medical	medical	ADJ
easat-5683	89	5	expert	expert	NOUN
easat-5683	89	6	reviewed	review	VERB
easat-5683	89	7	false	false	ADJ
easat-5683	89	8	negative	negative	ADJ
easat-5683	89	9	results	result	NOUN
easat-5683	89	10	,	,	PUNCT
easat-5683	89	11	and	and	CCONJ
easat-5683	89	12	where	where	SCONJ
easat-5683	89	13	additional	additional	ADJ
easat-5683	89	14	evidence	evidence	NOUN
easat-5683	89	15	suggested	suggest	VERB
easat-5683	89	16	misclassification	misclassification	NOUN
easat-5683	89	17	,	,	PUNCT
easat-5683	89	18	they	they	PRON
easat-5683	89	19	were	be	AUX
easat-5683	89	20	reclassified	reclassify	VERB
easat-5683	89	21	as	as	ADP
easat-5683	89	22	false	false	ADJ
easat-5683	89	23	negatives	negative	NOUN
easat-5683	89	24	or	or	CCONJ
easat-5683	89	25	false	false	ADJ
easat-5683	89	26	positives	positive	NOUN
easat-5683	89	27	,	,	PUNCT
easat-5683	89	28	applying	apply	VERB
easat-5683	89	29	consistent	consistent	ADJ
easat-5683	89	30	criteria	criterion	NOUN
easat-5683	89	31	across	across	ADP
easat-5683	89	32	all	all	DET
easat-5683	89	33	cases	case	NOUN
easat-5683	89	34	.	.	PUNCT
easat-5683	90	1	various	various	ADJ
easat-5683	90	2	performance	performance	NOUN
easat-5683	90	3	metrics	metric	NOUN
easat-5683	90	4	were	be	AUX
easat-5683	90	5	employed	employ	VERB
easat-5683	90	6	to	to	PART
easat-5683	90	7	assess	assess	VERB
easat-5683	90	8	the	the	DET
easat-5683	90	9	model	model	NOUN
easat-5683	90	10	's	's	PART
easat-5683	90	11	accuracy	accuracy	NOUN
easat-5683	90	12	.	.	PUNCT
easat-5683	91	1	precision	precision	NOUN
easat-5683	91	2	,	,	PUNCT
easat-5683	91	3	which	which	PRON
easat-5683	91	4	measures	measure	VERB
easat-5683	91	5	the	the	DET
easat-5683	91	6	proportion	proportion	NOUN
easat-5683	91	7	of	of	ADP
easat-5683	91	8	correct	correct	ADJ
easat-5683	91	9	positive	positive	ADJ
easat-5683	91	10	predictions	prediction	NOUN
easat-5683	91	11	,	,	PUNCT
easat-5683	91	12	was	be	AUX
easat-5683	91	13	calculated	calculate	VERB
easat-5683	91	14	as	as	ADP
easat-5683	91	15	the	the	DET
easat-5683	91	16	number	number	NOUN
easat-5683	91	17	of	of	ADP
easat-5683	91	18	true	true	ADJ
easat-5683	91	19	positives	positive	NOUN
easat-5683	91	20	divided	divide	VERB
easat-5683	91	21	by	by	ADP
easat-5683	91	22	the	the	DET
easat-5683	91	23	total	total	ADJ
easat-5683	91	24	number	number	NOUN
easat-5683	91	25	of	of	ADP
easat-5683	91	26	positive	positive	ADJ
easat-5683	91	27	predictions	prediction	NOUN
easat-5683	91	28	.	.	PUNCT
easat-5683	92	1	sensitivity	sensitivity	NOUN
easat-5683	92	2	,	,	PUNCT
easat-5683	92	3	also	also	ADV
easat-5683	92	4	known	know	VERB
easat-5683	92	5	as	as	ADP
easat-5683	92	6	recall	recall	NOUN
easat-5683	92	7	,	,	PUNCT
easat-5683	92	8	measured	measure	VERB
easat-5683	92	9	the	the	DET
easat-5683	92	10	1714	1714	NUM
easat-5683	92	11	edelweiss	edelweiss	PROPN
easat-5683	92	12	applied	apply	VERB
easat-5683	92	13	science	science	NOUN
easat-5683	92	14	and	and	CCONJ
easat-5683	92	15	technology	technology	NOUN
easat-5683	92	16	issn	issn	PROPN
easat-5683	92	17	:	:	PUNCT
easat-5683	92	18	2576	2576	NUM
easat-5683	92	19	-	-	SYM
easat-5683	92	20	8484	8484	NUM
easat-5683	92	21	vol	vol	NOUN
easat-5683	92	22	.	.	PROPN
easat-5683	93	1	9	9	NUM
easat-5683	93	2	,	,	PUNCT
easat-5683	93	3	no	no	INTJ
easat-5683	93	4	.	.	NOUN
easat-5683	93	5	3	3	NUM
easat-5683	93	6	:	:	PUNCT
easat-5683	93	7	1711	1711	NUM
easat-5683	93	8	-	-	SYM
easat-5683	93	9	1724	1724	NUM
easat-5683	93	10	,	,	PUNCT
easat-5683	93	11	2025	2025	NUM
easat-5683	93	12	doi	doi	NOUN
easat-5683	93	13	:	:	PUNCT
easat-5683	93	14	10.55214/25768484.v9i3.5683	10.55214/25768484.v9i3.5683	NUM
easat-5683	93	15	©	©	PROPN
easat-5683	93	16	2025	2025	NUM
easat-5683	93	17	by	by	ADP
easat-5683	93	18	the	the	DET
easat-5683	93	19	author	author	NOUN
easat-5683	93	20	;	;	PUNCT
easat-5683	93	21	licensee	licensee	PROPN
easat-5683	93	22	learning	learning	PROPN
easat-5683	93	23	gate	gate	PROPN
easat-5683	93	24	model	model	PROPN
easat-5683	93	25	's	's	PART
easat-5683	93	26	ability	ability	NOUN
easat-5683	93	27	to	to	PART
easat-5683	93	28	identify	identify	VERB
easat-5683	93	29	actual	actual	ADJ
easat-5683	93	30	positive	positive	ADJ
easat-5683	93	31	cases	case	NOUN
easat-5683	93	32	by	by	ADP
easat-5683	93	33	dividing	divide	VERB
easat-5683	93	34	the	the	DET
easat-5683	93	35	number	number	NOUN
easat-5683	93	36	of	of	ADP
easat-5683	93	37	true	true	ADJ
easat-5683	93	38	positives	positive	NOUN
easat-5683	93	39	by	by	ADP
easat-5683	93	40	the	the	DET
easat-5683	93	41	total	total	ADJ
easat-5683	93	42	number	number	NOUN
easat-5683	93	43	of	of	ADP
easat-5683	93	44	actual	actual	ADJ
easat-5683	93	45	positives	positive	NOUN
easat-5683	93	46	.	.	PUNCT
easat-5683	94	1	specificity	specificity	NOUN
easat-5683	94	2	assessed	assess	VERB
easat-5683	94	3	the	the	DET
easat-5683	94	4	accuracy	accuracy	NOUN
easat-5683	94	5	of	of	ADP
easat-5683	94	6	identifying	identify	VERB
easat-5683	94	7	negative	negative	ADJ
easat-5683	94	8	cases	case	NOUN
easat-5683	94	9	by	by	ADP
easat-5683	94	10	calculating	calculate	VERB
easat-5683	94	11	the	the	DET
easat-5683	94	12	proportion	proportion	NOUN
easat-5683	94	13	of	of	ADP
easat-5683	94	14	true	true	ADJ
easat-5683	94	15	negatives	negative	NOUN
easat-5683	94	16	out	out	ADP
easat-5683	94	17	of	of	ADP
easat-5683	94	18	all	all	DET
easat-5683	94	19	cases	case	NOUN
easat-5683	94	20	classified	classify	VERB
easat-5683	94	21	as	as	ADP
easat-5683	94	22	negative	negative	ADJ
easat-5683	94	23	.	.	PUNCT
easat-5683	95	1	the	the	DET
easat-5683	95	2	f1	f1	NOUN
easat-5683	95	3	-	-	PUNCT
easat-5683	95	4	score	score	NOUN
easat-5683	95	5	balanced	balanced	ADJ
easat-5683	95	6	precision	precision	NOUN
easat-5683	95	7	and	and	CCONJ
easat-5683	95	8	sensitivity	sensitivity	NOUN
easat-5683	95	9	,	,	PUNCT
easat-5683	95	10	combining	combine	VERB
easat-5683	95	11	them	they	PRON
easat-5683	95	12	into	into	ADP
easat-5683	95	13	a	a	DET
easat-5683	95	14	single	single	ADJ
easat-5683	95	15	metric	metric	NOUN
easat-5683	95	16	by	by	ADP
easat-5683	95	17	taking	take	VERB
easat-5683	95	18	the	the	DET
easat-5683	95	19	harmonic	harmonic	ADJ
easat-5683	95	20	mean	mean	NOUN
easat-5683	95	21	of	of	ADP
easat-5683	95	22	the	the	DET
easat-5683	95	23	two	two	NUM
easat-5683	95	24	.	.	PUNCT
easat-5683	96	1	cohen	cohen	PROPN
easat-5683	96	2	's	's	PART
easat-5683	96	3	kappa	kappa	PROPN
easat-5683	96	4	was	be	AUX
easat-5683	96	5	also	also	ADV
easat-5683	96	6	used	use	VERB
easat-5683	96	7	to	to	PART
easat-5683	96	8	measure	measure	VERB
easat-5683	96	9	the	the	DET
easat-5683	96	10	agreement	agreement	NOUN
easat-5683	96	11	between	between	ADP
easat-5683	96	12	the	the	DET
easat-5683	96	13	model	model	NOUN
easat-5683	96	14	's	's	PART
easat-5683	96	15	predictions	prediction	NOUN
easat-5683	96	16	and	and	CCONJ
easat-5683	96	17	actual	actual	ADJ
easat-5683	96	18	diagnoses	diagnosis	NOUN
easat-5683	96	19	,	,	PUNCT
easat-5683	96	20	adjusting	adjust	VERB
easat-5683	96	21	for	for	ADP
easat-5683	96	22	the	the	DET
easat-5683	96	23	possibility	possibility	NOUN
easat-5683	96	24	of	of	ADP
easat-5683	96	25	chance	chance	NOUN
easat-5683	96	26	agreement	agreement	NOUN
easat-5683	96	27	.	.	PUNCT
easat-5683	97	1	figure	figure	NOUN
easat-5683	97	2	1	1	NUM
easat-5683	97	3	.	.	PUNCT
easat-5683	97	4	data	datum	NOUN
easat-5683	97	5	flow	flow	NOUN
easat-5683	97	6	and	and	CCONJ
easat-5683	97	7	processing	processing	NOUN
easat-5683	97	8	from	from	ADP
easat-5683	97	9	collection	collection	NOUN
easat-5683	97	10	to	to	ADP
easat-5683	97	11	evaluation	evaluation	NOUN
easat-5683	97	12	.	.	PUNCT
easat-5683	98	1	a	a	DET
easat-5683	98	2	confusion	confusion	NOUN
easat-5683	98	3	matrix	matrix	NOUN
easat-5683	98	4	was	be	AUX
easat-5683	98	5	constructed	construct	VERB
easat-5683	98	6	to	to	PART
easat-5683	98	7	summarize	summarize	VERB
easat-5683	98	8	the	the	DET
easat-5683	98	9	number	number	NOUN
easat-5683	98	10	of	of	ADP
easat-5683	98	11	true	true	ADJ
easat-5683	98	12	positives	positive	NOUN
easat-5683	98	13	,	,	PUNCT
easat-5683	98	14	false	false	ADJ
easat-5683	98	15	positives	positive	NOUN
easat-5683	98	16	,	,	PUNCT
easat-5683	98	17	true	true	ADJ
easat-5683	98	18	negatives	negative	NOUN
easat-5683	98	19	,	,	PUNCT
easat-5683	98	20	and	and	CCONJ
easat-5683	98	21	false	false	ADJ
easat-5683	98	22	negatives	negative	NOUN
easat-5683	98	23	.	.	PUNCT
easat-5683	99	1	the	the	DET
easat-5683	99	2	results	result	NOUN
easat-5683	99	3	were	be	AUX
easat-5683	99	4	presented	present	VERB
easat-5683	99	5	in	in	ADP
easat-5683	99	6	tables	table	NOUN
easat-5683	99	7	,	,	PUNCT
easat-5683	99	8	accompanied	accompany	VERB
easat-5683	99	9	by	by	ADP
easat-5683	99	10	a	a	DET
easat-5683	99	11	detailed	detailed	ADJ
easat-5683	99	12	narrative	narrative	NOUN
easat-5683	99	13	that	that	PRON
easat-5683	99	14	interpreted	interpret	VERB
easat-5683	99	15	the	the	DET
easat-5683	99	16	findings	finding	NOUN
easat-5683	99	17	and	and	CCONJ
easat-5683	99	18	offered	offer	VERB
easat-5683	99	19	insights	insight	NOUN
easat-5683	99	20	into	into	ADP
easat-5683	99	21	the	the	DET
easat-5683	99	22	diagnostic	diagnostic	ADJ
easat-5683	99	23	model	model	NOUN
easat-5683	99	24	's	's	PART
easat-5683	99	25	effectiveness	effectiveness	NOUN
easat-5683	99	26	.	.	PUNCT
easat-5683	100	1	figure	figure	NOUN
easat-5683	100	2	1	1	NUM
easat-5683	100	3	illustrates	illustrate	VERB
easat-5683	100	4	the	the	DET
easat-5683	100	5	data	data	NOUN
easat-5683	100	6	process	process	NOUN
easat-5683	100	7	,	,	PUNCT
easat-5683	100	8	outlining	outline	VERB
easat-5683	100	9	the	the	DET
easat-5683	100	10	steps	step	NOUN
easat-5683	100	11	from	from	ADP
easat-5683	100	12	data	datum	NOUN
easat-5683	100	13	collection	collection	NOUN
easat-5683	100	14	and	and	CCONJ
easat-5683	100	15	preprocessing	preprocessing	NOUN
easat-5683	100	16	to	to	ADP
easat-5683	100	17	the	the	DET
easat-5683	100	18	evaluation	evaluation	NOUN
easat-5683	100	19	of	of	ADP
easat-5683	100	20	diagnostic	diagnostic	ADJ
easat-5683	100	21	performance	performance	NOUN
easat-5683	100	22	.	.	PUNCT
easat-5683	101	1	4	4	X
easat-5683	101	2	.	.	NOUN
easat-5683	101	3	results	result	VERB
easat-5683	101	4	the	the	DET
easat-5683	101	5	performance	performance	NOUN
easat-5683	101	6	evaluation	evaluation	NOUN
easat-5683	101	7	of	of	ADP
easat-5683	101	8	the	the	DET
easat-5683	101	9	diagnostic	diagnostic	ADJ
easat-5683	101	10	model	model	NOUN
easat-5683	101	11	is	be	AUX
easat-5683	101	12	summarized	summarize	VERB
easat-5683	101	13	in	in	ADP
easat-5683	101	14	table	table	NOUN
easat-5683	101	15	1	1	NUM
easat-5683	101	16	.	.	PUNCT
easat-5683	102	1	the	the	DET
easat-5683	102	2	model	model	NOUN
easat-5683	102	3	achieved	achieve	VERB
easat-5683	102	4	a	a	DET
easat-5683	102	5	precision	precision	NOUN
easat-5683	102	6	of	of	ADP
easat-5683	102	7	83.5	83.5	NUM
easat-5683	102	8	%	%	NOUN
easat-5683	102	9	,	,	PUNCT
easat-5683	102	10	meaning	mean	VERB
easat-5683	102	11	that	that	SCONJ
easat-5683	102	12	when	when	SCONJ
easat-5683	102	13	it	it	PRON
easat-5683	102	14	predicted	predict	VERB
easat-5683	102	15	a	a	DET
easat-5683	102	16	positive	positive	ADJ
easat-5683	102	17	diagnosis	diagnosis	NOUN
easat-5683	102	18	,	,	PUNCT
easat-5683	102	19	there	there	PRON
easat-5683	102	20	was	be	VERB
easat-5683	102	21	an	an	DET
easat-5683	102	22	83.5	83.5	NUM
easat-5683	102	23	%	%	NOUN
easat-5683	102	24	chance	chance	NOUN
easat-5683	102	25	that	that	SCONJ
easat-5683	102	26	this	this	DET
easat-5683	102	27	prediction	prediction	NOUN
easat-5683	102	28	was	be	AUX
easat-5683	102	29	accurate	accurate	ADJ
easat-5683	102	30	.	.	PUNCT
easat-5683	103	1	this	this	PRON
easat-5683	103	2	indicates	indicate	VERB
easat-5683	103	3	that	that	SCONJ
easat-5683	103	4	the	the	DET
easat-5683	103	5	model	model	NOUN
easat-5683	103	6	is	be	AUX
easat-5683	103	7	generally	generally	ADV
easat-5683	103	8	reliable	reliable	ADJ
easat-5683	103	9	in	in	ADP
easat-5683	103	10	confirming	confirm	VERB
easat-5683	103	11	positive	positive	ADJ
easat-5683	103	12	cases	case	NOUN
easat-5683	103	13	and	and	CCONJ
easat-5683	103	14	minimizes	minimize	VERB
easat-5683	103	15	the	the	DET
easat-5683	103	16	incidence	incidence	NOUN
easat-5683	103	17	of	of	ADP
easat-5683	103	18	false	false	ADJ
easat-5683	103	19	positives	positive	NOUN
easat-5683	103	20	.	.	PUNCT
easat-5683	104	1	the	the	DET
easat-5683	104	2	sensitivity	sensitivity	NOUN
easat-5683	104	3	,	,	PUNCT
easat-5683	104	4	or	or	CCONJ
easat-5683	104	5	recall	recall	NOUN
easat-5683	104	6	,	,	PUNCT
easat-5683	104	7	was	be	AUX
easat-5683	104	8	90.3	90.3	NUM
easat-5683	104	9	%	%	NOUN
easat-5683	104	10	,	,	PUNCT
easat-5683	104	11	demonstrating	demonstrate	VERB
easat-5683	104	12	the	the	DET
easat-5683	104	13	model	model	NOUN
easat-5683	104	14	's	's	PART
easat-5683	104	15	ability	ability	NOUN
easat-5683	104	16	to	to	PART
easat-5683	104	17	identify	identify	VERB
easat-5683	104	18	90.3	90.3	NUM
easat-5683	104	19	%	%	NOUN
easat-5683	104	20	of	of	ADP
easat-5683	104	21	the	the	DET
easat-5683	104	22	true	true	ADJ
easat-5683	104	23	positive	positive	ADJ
easat-5683	104	24	cases	case	NOUN
easat-5683	104	25	correctly	correctly	ADV
easat-5683	104	26	.	.	PUNCT
easat-5683	105	1	this	this	DET
easat-5683	105	2	high	high	ADJ
easat-5683	105	3	sensitivity	sensitivity	NOUN
easat-5683	105	4	reflects	reflect	VERB
easat-5683	105	5	the	the	DET
easat-5683	105	6	model	model	NOUN
easat-5683	105	7	's	's	PART
easat-5683	105	8	effectiveness	effectiveness	NOUN
easat-5683	105	9	in	in	ADP
easat-5683	105	10	detecting	detect	VERB
easat-5683	105	11	positive	positive	ADJ
easat-5683	105	12	cases	case	NOUN
easat-5683	105	13	,	,	PUNCT
easat-5683	105	14	although	although	SCONJ
easat-5683	105	15	it	it	PRON
easat-5683	105	16	also	also	ADV
easat-5683	105	17	suggests	suggest	VERB
easat-5683	105	18	that	that	SCONJ
easat-5683	105	19	some	some	DET
easat-5683	105	20	true	true	ADJ
easat-5683	105	21	positives	positive	NOUN
easat-5683	105	22	were	be	AUX
easat-5683	105	23	missed	miss	VERB
easat-5683	105	24	,	,	PUNCT
easat-5683	105	25	as	as	SCONJ
easat-5683	105	26	indicated	indicate	VERB
easat-5683	105	27	by	by	ADP
easat-5683	105	28	the	the	DET
easat-5683	105	29	number	number	NOUN
easat-5683	105	30	of	of	ADP
easat-5683	105	31	false	false	ADJ
easat-5683	105	32	negatives	negative	NOUN
easat-5683	105	33	.	.	PUNCT
easat-5683	106	1	however	however	ADV
easat-5683	106	2	,	,	PUNCT
easat-5683	106	3	specificity	specificity	NOUN
easat-5683	106	4	was	be	AUX
easat-5683	106	5	notably	notably	ADV
easat-5683	106	6	low	low	ADJ
easat-5683	106	7	at	at	ADP
easat-5683	106	8	8.3	8.3	NUM
easat-5683	106	9	%	%	NOUN
easat-5683	106	10	.	.	PUNCT
easat-5683	107	1	this	this	PRON
easat-5683	107	2	indicates	indicate	VERB
easat-5683	107	3	that	that	SCONJ
easat-5683	107	4	the	the	DET
easat-5683	107	5	model	model	NOUN
easat-5683	107	6	struggled	struggle	VERB
easat-5683	107	7	to	to	PART
easat-5683	107	8	accurately	accurately	ADV
easat-5683	107	9	identify	identify	VERB
easat-5683	107	10	negative	negative	ADJ
easat-5683	107	11	cases	case	NOUN
easat-5683	107	12	,	,	PUNCT
easat-5683	107	13	resulting	result	VERB
easat-5683	107	14	in	in	ADP
easat-5683	107	15	a	a	DET
easat-5683	107	16	high	high	ADJ
easat-5683	107	17	rate	rate	NOUN
easat-5683	107	18	of	of	ADP
easat-5683	107	19	false	false	ADJ
easat-5683	107	20	positives	positive	NOUN
easat-5683	107	21	.	.	PUNCT
easat-5683	108	1	consequently	consequently	ADV
easat-5683	108	2	,	,	PUNCT
easat-5683	108	3	the	the	DET
easat-5683	108	4	model	model	NOUN
easat-5683	108	5	was	be	AUX
easat-5683	108	6	less	less	ADV
easat-5683	108	7	effective	effective	ADJ
easat-5683	108	8	in	in	ADP
easat-5683	108	9	distinguishing	distinguish	VERB
easat-5683	108	10	between	between	ADP
easat-5683	108	11	cases	case	NOUN
easat-5683	108	12	with	with	ADP
easat-5683	108	13	and	and	CCONJ
easat-5683	108	14	without	without	ADP
easat-5683	108	15	the	the	DET
easat-5683	108	16	condition	condition	NOUN
easat-5683	108	17	,	,	PUNCT
easat-5683	108	18	impacting	impact	VERB
easat-5683	108	19	its	its	PRON
easat-5683	108	20	overall	overall	ADJ
easat-5683	108	21	reliability	reliability	NOUN
easat-5683	108	22	.	.	PUNCT
easat-5683	109	1	the	the	DET
easat-5683	109	2	f1	f1	NOUN
easat-5683	109	3	-	-	PUNCT
easat-5683	109	4	score	score	NOUN
easat-5683	109	5	was	be	AUX
easat-5683	109	6	86.8	86.8	NUM
easat-5683	109	7	%	%	NOUN
easat-5683	109	8	,	,	PUNCT
easat-5683	109	9	providing	provide	VERB
easat-5683	109	10	a	a	DET
easat-5683	109	11	balanced	balanced	ADJ
easat-5683	109	12	measure	measure	NOUN
easat-5683	109	13	of	of	ADP
easat-5683	109	14	the	the	DET
easat-5683	109	15	model	model	NOUN
easat-5683	109	16	’s	’s	PART
easat-5683	109	17	precision	precision	NOUN
easat-5683	109	18	and	and	CCONJ
easat-5683	109	19	sensitivity	sensitivity	NOUN
easat-5683	109	20	.	.	PUNCT
easat-5683	110	1	this	this	DET
easat-5683	110	2	high	high	ADJ
easat-5683	110	3	f1	f1	NOUN
easat-5683	110	4	-	-	PUNCT
easat-5683	110	5	score	score	NOUN
easat-5683	110	6	shows	show	VERB
easat-5683	110	7	that	that	SCONJ
easat-5683	110	8	the	the	DET
easat-5683	110	9	model	model	NOUN
easat-5683	110	10	performs	perform	VERB
easat-5683	110	11	well	well	ADV
easat-5683	110	12	in	in	ADP
easat-5683	110	13	correctly	correctly	ADV
easat-5683	110	14	identifying	identify	VERB
easat-5683	110	15	positive	positive	ADJ
easat-5683	110	16	cases	case	NOUN
easat-5683	110	17	while	while	SCONJ
easat-5683	110	18	maintaining	maintain	VERB
easat-5683	110	19	a	a	DET
easat-5683	110	20	balance	balance	NOUN
easat-5683	110	21	between	between	ADP
easat-5683	110	22	minimizing	minimize	VERB
easat-5683	110	23	false	false	ADJ
easat-5683	110	24	positives	positive	NOUN
easat-5683	110	25	and	and	CCONJ
easat-5683	110	26	maximizing	maximize	VERB
easat-5683	110	27	true	true	ADJ
easat-5683	110	28	positives	positive	NOUN
easat-5683	110	29	.	.	PUNCT
easat-5683	111	1	1715	1715	NUM
easat-5683	111	2	edelweiss	edelweiss	PROPN
easat-5683	111	3	applied	apply	VERB
easat-5683	111	4	science	science	NOUN
easat-5683	111	5	and	and	CCONJ
easat-5683	111	6	technology	technology	NOUN
easat-5683	111	7	issn	issn	PROPN
easat-5683	111	8	:	:	PUNCT
easat-5683	111	9	2576	2576	NUM
easat-5683	111	10	-	-	SYM
easat-5683	111	11	8484	8484	NUM
easat-5683	111	12	vol	vol	NOUN
easat-5683	111	13	.	.	PROPN
easat-5683	112	1	9	9	NUM
easat-5683	112	2	,	,	PUNCT
easat-5683	112	3	no	no	INTJ
easat-5683	112	4	.	.	NOUN
easat-5683	112	5	3	3	NUM
easat-5683	112	6	:	:	PUNCT
easat-5683	112	7	1711	1711	NUM
easat-5683	112	8	-	-	SYM
easat-5683	112	9	1724	1724	NUM
easat-5683	112	10	,	,	PUNCT
easat-5683	112	11	2025	2025	NUM
easat-5683	112	12	doi	doi	NOUN
easat-5683	112	13	:	:	PUNCT
easat-5683	112	14	10.55214/25768484.v9i3.5683	10.55214/25768484.v9i3.5683	NUM
easat-5683	112	15	©	©	PROPN
easat-5683	112	16	2025	2025	NUM
easat-5683	112	17	by	by	ADP
easat-5683	112	18	the	the	DET
easat-5683	112	19	author	author	NOUN
easat-5683	112	20	;	;	PUNCT
easat-5683	112	21	licensee	licensee	PROPN
easat-5683	112	22	learning	learning	PROPN
easat-5683	112	23	gate	gate	PROPN
easat-5683	112	24	cohen	cohen	PROPN
easat-5683	112	25	's	's	PART
easat-5683	112	26	kappa	kappa	PROPN
easat-5683	112	27	was	be	AUX
easat-5683	112	28	calculated	calculate	VERB
easat-5683	112	29	to	to	PART
easat-5683	112	30	be	be	AUX
easat-5683	112	31	-0.411	-0.411	VERB
easat-5683	112	32	.	.	PUNCT
easat-5683	113	1	however	however	ADV
easat-5683	113	2	,	,	PUNCT
easat-5683	113	3	cohen	cohen	PROPN
easat-5683	113	4	's	's	PART
easat-5683	113	5	kappa	kappa	ADJ
easat-5683	113	6	values	value	NOUN
easat-5683	113	7	are	be	AUX
easat-5683	113	8	generally	generally	ADV
easat-5683	113	9	interpreted	interpret	VERB
easat-5683	113	10	with	with	ADP
easat-5683	113	11	zero	zero	NUM
easat-5683	113	12	as	as	ADP
easat-5683	113	13	no	no	DET
easat-5683	113	14	agreement	agreement	NOUN
easat-5683	113	15	beyond	beyond	ADP
easat-5683	113	16	chance	chance	NOUN
easat-5683	113	17	,	,	PUNCT
easat-5683	113	18	with	with	ADP
easat-5683	113	19	negative	negative	ADJ
easat-5683	113	20	values	value	NOUN
easat-5683	113	21	suggesting	suggest	VERB
easat-5683	113	22	substantial	substantial	ADJ
easat-5683	113	23	disagreement	disagreement	NOUN
easat-5683	113	24	between	between	ADP
easat-5683	113	25	the	the	DET
easat-5683	113	26	model	model	NOUN
easat-5683	113	27	's	's	PART
easat-5683	113	28	predictions	prediction	NOUN
easat-5683	113	29	and	and	CCONJ
easat-5683	113	30	the	the	DET
easat-5683	113	31	mayo	mayo	NOUN
easat-5683	113	32	clinic	clinic	PROPN
easat-5683	113	33	's	's	PART
easat-5683	113	34	diagnoses	diagnosis	NOUN
easat-5683	113	35	.	.	PUNCT
easat-5683	114	1	this	this	DET
easat-5683	114	2	value	value	NOUN
easat-5683	114	3	demonstrates	demonstrate	VERB
easat-5683	114	4	that	that	SCONJ
easat-5683	114	5	the	the	DET
easat-5683	114	6	model	model	NOUN
easat-5683	114	7	's	's	PART
easat-5683	114	8	performance	performance	NOUN
easat-5683	114	9	is	be	AUX
easat-5683	114	10	significantly	significantly	ADV
easat-5683	114	11	below	below	ADP
easat-5683	114	12	what	what	PRON
easat-5683	114	13	would	would	AUX
easat-5683	114	14	be	be	AUX
easat-5683	114	15	expected	expect	VERB
easat-5683	114	16	by	by	ADP
easat-5683	114	17	chance	chance	NOUN
easat-5683	114	18	,	,	PUNCT
easat-5683	114	19	highlighting	highlight	VERB
easat-5683	114	20	a	a	DET
easat-5683	114	21	significant	significant	ADJ
easat-5683	114	22	misalignment	misalignment	NOUN
easat-5683	114	23	between	between	ADP
easat-5683	114	24	the	the	DET
easat-5683	114	25	predictions	prediction	NOUN
easat-5683	114	26	and	and	CCONJ
easat-5683	114	27	actual	actual	ADJ
easat-5683	114	28	diagnoses	diagnosis	NOUN
easat-5683	114	29	.	.	PUNCT
easat-5683	115	1	figure	figure	NOUN
easat-5683	115	2	2	2	NUM
easat-5683	115	3	.	.	PUNCT
easat-5683	115	4	bar	bar	NOUN
easat-5683	115	5	chart	chart	NOUN
easat-5683	115	6	of	of	ADP
easat-5683	115	7	diagnostic	diagnostic	ADJ
easat-5683	115	8	model	model	NOUN
easat-5683	115	9	performance	performance	NOUN
easat-5683	115	10	metrics	metric	NOUN
easat-5683	115	11	.	.	PUNCT
easat-5683	116	1	table	table	NOUN
easat-5683	116	2	1	1	NUM
easat-5683	116	3	.	.	PUNCT
easat-5683	117	1	and	and	CCONJ
easat-5683	117	2	figure	figure	VERB
easat-5683	117	3	2	2	NUM
easat-5683	117	4	.	.	PUNCT
easat-5683	118	1	indicate	indicate	VERB
easat-5683	118	2	the	the	DET
easat-5683	118	3	results	result	NOUN
easat-5683	118	4	of	of	ADP
easat-5683	118	5	this	this	DET
easat-5683	118	6	study	study	NOUN
easat-5683	118	7	,	,	PUNCT
easat-5683	118	8	presenting	present	VERB
easat-5683	118	9	the	the	DET
easat-5683	118	10	key	key	ADJ
easat-5683	118	11	performance	performance	NOUN
easat-5683	118	12	metrics	metric	NOUN
easat-5683	118	13	of	of	ADP
easat-5683	118	14	the	the	DET
easat-5683	118	15	diagnostic	diagnostic	ADJ
easat-5683	118	16	model	model	NOUN
easat-5683	118	17	.	.	PUNCT
easat-5683	119	1	table	table	NOUN
easat-5683	119	2	1	1	NUM
easat-5683	119	3	.	.	PUNCT
easat-5683	119	4	performance	performance	NOUN
easat-5683	119	5	metrics	metric	NOUN
easat-5683	119	6	of	of	ADP
easat-5683	119	7	the	the	DET
easat-5683	119	8	diagnostic	diagnostic	ADJ
easat-5683	119	9	model	model	NOUN
easat-5683	119	10	.	.	PUNCT
easat-5683	120	1	metric	metric	ADJ
easat-5683	120	2	value	value	NOUN
easat-5683	120	3	precision	precision	NOUN
easat-5683	120	4	83.5	83.5	NUM
easat-5683	120	5	sensitivity	sensitivity	NOUN
easat-5683	120	6	90.3	90.3	NUM
easat-5683	120	7	specificity	specificity	NOUN
easat-5683	120	8	8.3	8.3	NUM
easat-5683	120	9	f1	f1	NOUN
easat-5683	120	10	-	-	PUNCT
easat-5683	120	11	score	score	NOUN
easat-5683	120	12	86.8	86.8	NUM
easat-5683	120	13	cohen	cohen	PROPN
easat-5683	120	14	’s	’s	PART
easat-5683	120	15	kappa	kappa	PROPN
easat-5683	120	16	-0.411	-0.411	PUNCT
easat-5683	120	17	5	5	X
easat-5683	120	18	.	.	PUNCT
easat-5683	120	19	discussion	discussion	NOUN
easat-5683	120	20	and	and	CCONJ
easat-5683	120	21	conclusions	conclusion	NOUN
easat-5683	120	22	this	this	DET
easat-5683	120	23	study	study	NOUN
easat-5683	120	24	's	's	PART
easat-5683	120	25	primary	primary	ADJ
easat-5683	120	26	aim	aim	NOUN
easat-5683	120	27	was	be	AUX
easat-5683	120	28	to	to	PART
easat-5683	120	29	evaluate	evaluate	VERB
easat-5683	120	30	a	a	DET
easat-5683	120	31	diagnostic	diagnostic	ADJ
easat-5683	120	32	model	model	NOUN
easat-5683	120	33	's	's	PART
easat-5683	120	34	effectiveness	effectiveness	NOUN
easat-5683	120	35	by	by	ADP
easat-5683	120	36	analyzing	analyze	VERB
easat-5683	120	37	its	its	PRON
easat-5683	120	38	precision	precision	NOUN
easat-5683	120	39	,	,	PUNCT
easat-5683	120	40	sensitivity	sensitivity	NOUN
easat-5683	120	41	,	,	PUNCT
easat-5683	120	42	and	and	CCONJ
easat-5683	120	43	specificity	specificity	NOUN
easat-5683	120	44	.	.	PUNCT
easat-5683	121	1	the	the	DET
easat-5683	121	2	model	model	NOUN
easat-5683	121	3	demonstrated	demonstrate	VERB
easat-5683	121	4	high	high	ADJ
easat-5683	121	5	precision	precision	NOUN
easat-5683	121	6	(	(	PUNCT
easat-5683	121	7	83.5	83.5	NUM
easat-5683	121	8	%	%	NOUN
easat-5683	121	9	)	)	PUNCT
easat-5683	121	10	and	and	CCONJ
easat-5683	121	11	sensitivity	sensitivity	NOUN
easat-5683	121	12	(	(	PUNCT
easat-5683	121	13	90.3	90.3	NUM
easat-5683	121	14	%	%	NOUN
easat-5683	121	15	)	)	PUNCT
easat-5683	121	16	,	,	PUNCT
easat-5683	121	17	indicating	indicate	VERB
easat-5683	121	18	strong	strong	ADJ
easat-5683	121	19	performance	performance	NOUN
easat-5683	121	20	in	in	ADP
easat-5683	121	21	accurately	accurately	ADV
easat-5683	121	22	identifying	identify	VERB
easat-5683	121	23	true	true	ADJ
easat-5683	121	24	positive	positive	ADJ
easat-5683	121	25	cases	case	NOUN
easat-5683	121	26	and	and	CCONJ
easat-5683	121	27	minimizing	minimize	VERB
easat-5683	121	28	false	false	ADJ
easat-5683	121	29	positives	positive	NOUN
easat-5683	121	30	.	.	PUNCT
easat-5683	122	1	these	these	DET
easat-5683	122	2	metrics	metric	NOUN
easat-5683	122	3	are	be	AUX
easat-5683	122	4	essential	essential	ADJ
easat-5683	122	5	for	for	ADP
easat-5683	122	6	effective	effective	ADJ
easat-5683	122	7	patient	patient	ADJ
easat-5683	122	8	-	-	PUNCT
easat-5683	122	9	doctor	doctor	NOUN
easat-5683	122	10	communication	communication	NOUN
easat-5683	122	11	,	,	PUNCT
easat-5683	122	12	as	as	SCONJ
easat-5683	122	13	high	high	ADJ
easat-5683	122	14	precision	precision	NOUN
easat-5683	122	15	ensures	ensure	VERB
easat-5683	122	16	that	that	SCONJ
easat-5683	122	17	when	when	SCONJ
easat-5683	122	18	the	the	DET
easat-5683	122	19	model	model	NOUN
easat-5683	122	20	predicts	predict	VERB
easat-5683	122	21	a	a	DET
easat-5683	122	22	diagnosis	diagnosis	NOUN
easat-5683	122	23	,	,	PUNCT
easat-5683	122	24	it	it	PRON
easat-5683	122	25	is	be	AUX
easat-5683	122	26	reliable	reliable	ADJ
easat-5683	122	27	,	,	PUNCT
easat-5683	122	28	thereby	thereby	ADV
easat-5683	122	29	fostering	foster	VERB
easat-5683	122	30	trust	trust	NOUN
easat-5683	122	31	between	between	ADP
easat-5683	122	32	patients	patient	NOUN
easat-5683	122	33	and	and	CCONJ
easat-5683	122	34	healthcare	healthcare	NOUN
easat-5683	122	35	providers	provider	NOUN
easat-5683	122	36	.	.	PUNCT
easat-5683	123	1	high	high	ADJ
easat-5683	123	2	sensitivity	sensitivity	NOUN
easat-5683	123	3	means	mean	VERB
easat-5683	123	4	the	the	DET
easat-5683	123	5	model	model	NOUN
easat-5683	123	6	effectively	effectively	ADV
easat-5683	123	7	detects	detect	VERB
easat-5683	123	8	positive	positive	ADJ
easat-5683	123	9	cases	case	NOUN
easat-5683	123	10	,	,	PUNCT
easat-5683	123	11	supporting	support	VERB
easat-5683	123	12	clear	clear	ADJ
easat-5683	123	13	and	and	CCONJ
easat-5683	123	14	confident	confident	ADJ
easat-5683	123	15	communication	communication	NOUN
easat-5683	123	16	about	about	ADP
easat-5683	123	17	the	the	DET
easat-5683	123	18	patient	patient	NOUN
easat-5683	123	19	's	's	PART
easat-5683	123	20	condition	condition	NOUN
easat-5683	123	21	and	and	CCONJ
easat-5683	123	22	potential	potential	ADJ
easat-5683	123	23	treatments	treatment	NOUN
easat-5683	123	24	.	.	PUNCT
easat-5683	124	1	however	however	ADV
easat-5683	124	2	,	,	PUNCT
easat-5683	124	3	the	the	DET
easat-5683	124	4	model	model	NOUN
easat-5683	124	5	exhibited	exhibit	VERB
easat-5683	124	6	a	a	DET
easat-5683	124	7	notably	notably	ADV
easat-5683	124	8	low	low	ADJ
easat-5683	124	9	specificity	specificity	NOUN
easat-5683	124	10	of	of	ADP
easat-5683	124	11	8.3	8.3	NUM
easat-5683	124	12	%	%	NOUN
easat-5683	124	13	and	and	CCONJ
easat-5683	124	14	a	a	DET
easat-5683	124	15	negative	negative	ADJ
easat-5683	124	16	cohen	cohen	PROPN
easat-5683	124	17	's	's	PART
easat-5683	124	18	kappa	kappa	NOUN
easat-5683	124	19	of	of	ADP
easat-5683	124	20	0.411	0.411	NUM
easat-5683	124	21	.	.	PUNCT
easat-5683	125	1	low	low	ADJ
easat-5683	125	2	specificity	specificity	NOUN
easat-5683	125	3	implies	imply	VERB
easat-5683	125	4	that	that	SCONJ
easat-5683	125	5	the	the	DET
easat-5683	125	6	model	model	NOUN
easat-5683	125	7	is	be	AUX
easat-5683	125	8	less	less	ADV
easat-5683	125	9	effective	effective	ADJ
easat-5683	125	10	at	at	ADP
easat-5683	125	11	correctly	correctly	ADV
easat-5683	125	12	identifying	identify	VERB
easat-5683	125	13	cases	case	NOUN
easat-5683	125	14	where	where	SCONJ
easat-5683	125	15	a	a	DET
easat-5683	125	16	condition	condition	NOUN
easat-5683	125	17	is	be	AUX
easat-5683	125	18	absent	absent	ADJ
easat-5683	125	19	,	,	PUNCT
easat-5683	125	20	leading	lead	VERB
easat-5683	125	21	to	to	ADP
easat-5683	125	22	a	a	DET
easat-5683	125	23	higher	high	ADJ
easat-5683	125	24	rate	rate	NOUN
easat-5683	125	25	of	of	ADP
easat-5683	125	26	false	false	ADJ
easat-5683	125	27	positives	positive	NOUN
easat-5683	125	28	.	.	PUNCT
easat-5683	126	1	this	this	PRON
easat-5683	126	2	can	can	AUX
easat-5683	126	3	result	result	VERB
easat-5683	126	4	in	in	ADP
easat-5683	126	5	unnecessary	unnecessary	ADJ
easat-5683	126	6	patient	patient	ADJ
easat-5683	126	7	anxiety	anxiety	NOUN
easat-5683	126	8	and	and	CCONJ
easat-5683	126	9	potential	potential	ADJ
easat-5683	126	10	mistrust	mistrust	NOUN
easat-5683	126	11	in	in	ADP
easat-5683	126	12	the	the	DET
easat-5683	126	13	diagnostic	diagnostic	ADJ
easat-5683	126	14	process	process	NOUN
easat-5683	126	15	,	,	PUNCT
easat-5683	126	16	complicating	complicate	VERB
easat-5683	126	17	the	the	DET
easat-5683	126	18	patient	patient	ADJ
easat-5683	126	19	-	-	PUNCT
easat-5683	126	20	doctor	doctor	NOUN
easat-5683	126	21	relationship	relationship	NOUN
easat-5683	126	22	.	.	PUNCT
easat-5683	127	1	this	this	DET
easat-5683	127	2	study	study	NOUN
easat-5683	127	3	contributes	contribute	VERB
easat-5683	127	4	to	to	ADP
easat-5683	127	5	the	the	DET
easat-5683	127	6	field	field	NOUN
easat-5683	127	7	by	by	ADP
easat-5683	127	8	emphasizing	emphasize	VERB
easat-5683	127	9	the	the	DET
easat-5683	127	10	importance	importance	NOUN
easat-5683	127	11	of	of	ADP
easat-5683	127	12	integrating	integrate	VERB
easat-5683	127	13	technologyassisted	technologyassiste	VERB
easat-5683	127	14	strategies	strategy	NOUN
easat-5683	127	15	in	in	ADP
easat-5683	127	16	enhancing	enhance	VERB
easat-5683	127	17	patient	patient	NOUN
easat-5683	127	18	-	-	PUNCT
easat-5683	127	19	doctor	doctor	NOUN
easat-5683	127	20	communication	communication	NOUN
easat-5683	127	21	.	.	PUNCT
easat-5683	128	1	by	by	ADP
easat-5683	128	2	incorporating	incorporate	VERB
easat-5683	128	3	reliable	reliable	ADJ
easat-5683	128	4	external	external	ADJ
easat-5683	128	5	1716	1716	NUM
easat-5683	128	6	edelweiss	edelweiss	PROPN
easat-5683	128	7	applied	apply	VERB
easat-5683	128	8	science	science	NOUN
easat-5683	128	9	and	and	CCONJ
easat-5683	128	10	technology	technology	NOUN
easat-5683	128	11	issn	issn	PROPN
easat-5683	128	12	:	:	PUNCT
easat-5683	128	13	2576	2576	NUM
easat-5683	128	14	-	-	SYM
easat-5683	128	15	8484	8484	NUM
easat-5683	128	16	vol	vol	NOUN
easat-5683	128	17	.	.	PROPN
easat-5683	129	1	9	9	NUM
easat-5683	129	2	,	,	PUNCT
easat-5683	129	3	no	no	INTJ
easat-5683	129	4	.	.	NOUN
easat-5683	129	5	3	3	NUM
easat-5683	129	6	:	:	PUNCT
easat-5683	129	7	1711	1711	NUM
easat-5683	129	8	-	-	SYM
easat-5683	129	9	1724	1724	NUM
easat-5683	129	10	,	,	PUNCT
easat-5683	129	11	2025	2025	NUM
easat-5683	129	12	doi	doi	NOUN
easat-5683	129	13	:	:	PUNCT
easat-5683	129	14	10.55214/25768484.v9i3.5683	10.55214/25768484.v9i3.5683	NUM
easat-5683	129	15	©	©	PROPN
easat-5683	129	16	2025	2025	NUM
easat-5683	129	17	by	by	ADP
easat-5683	129	18	the	the	DET
easat-5683	129	19	author	author	NOUN
easat-5683	129	20	;	;	PUNCT
easat-5683	129	21	licensee	licensee	PROPN
easat-5683	129	22	learning	learn	VERB
easat-5683	129	23	gate	gate	PROPN
easat-5683	129	24	information	information	NOUN
easat-5683	129	25	sources	source	NOUN
easat-5683	129	26	such	such	ADJ
easat-5683	129	27	as	as	ADP
easat-5683	129	28	wiki	wiki	NOUN
easat-5683	129	29	,	,	PUNCT
easat-5683	129	30	wikidoc	wikidoc	PROPN
easat-5683	129	31	,	,	PUNCT
easat-5683	129	32	msd	msd	NOUN
easat-5683	129	33	,	,	PUNCT
easat-5683	129	34	and	and	CCONJ
easat-5683	129	35	bing	bing	NOUN
easat-5683	129	36	,	,	PUNCT
easat-5683	129	37	the	the	DET
easat-5683	129	38	study	study	NOUN
easat-5683	129	39	demonstrates	demonstrate	VERB
easat-5683	129	40	how	how	SCONJ
easat-5683	129	41	technology	technology	NOUN
easat-5683	129	42	can	can	AUX
easat-5683	129	43	aid	aid	VERB
easat-5683	129	44	doctors	doctor	NOUN
easat-5683	129	45	in	in	ADP
easat-5683	129	46	providing	provide	VERB
easat-5683	129	47	comprehensive	comprehensive	ADJ
easat-5683	129	48	explanations	explanation	NOUN
easat-5683	129	49	and	and	CCONJ
easat-5683	129	50	supporting	support	VERB
easat-5683	129	51	patients	patient	NOUN
easat-5683	129	52	in	in	ADP
easat-5683	129	53	making	make	VERB
easat-5683	129	54	informed	informed	ADJ
easat-5683	129	55	decisions	decision	NOUN
easat-5683	129	56	.	.	PUNCT
easat-5683	130	1	this	this	DET
easat-5683	130	2	approach	approach	NOUN
easat-5683	130	3	aligns	align	VERB
easat-5683	130	4	with	with	ADP
easat-5683	130	5	suggestions	suggestion	NOUN
easat-5683	130	6	at	at	ADP
easat-5683	130	7	liu	liu	PROPN
easat-5683	130	8	,	,	PUNCT
easat-5683	130	9	et	et	PROPN
easat-5683	130	10	al	al	PROPN
easat-5683	130	11	.	.	PUNCT
easat-5683	131	1	[	[	X
easat-5683	131	2	7	7	X
easat-5683	131	3	]	]	PUNCT
easat-5683	131	4	that	that	PRON
easat-5683	131	5	discuss	discuss	VERB
easat-5683	131	6	using	use	VERB
easat-5683	131	7	large	large	ADJ
easat-5683	131	8	language	language	NOUN
easat-5683	131	9	models	model	NOUN
easat-5683	131	10	to	to	PART
easat-5683	131	11	guide	guide	VERB
easat-5683	131	12	patients	patient	NOUN
easat-5683	131	13	in	in	ADP
easat-5683	131	14	creating	create	VERB
easat-5683	131	15	efficient	efficient	ADJ
easat-5683	131	16	and	and	CCONJ
easat-5683	131	17	comprehensive	comprehensive	ADJ
easat-5683	131	18	clinical	clinical	ADJ
easat-5683	131	19	care	care	NOUN
easat-5683	131	20	messages	message	NOUN
easat-5683	131	21	,	,	PUNCT
easat-5683	131	22	thus	thus	ADV
easat-5683	131	23	improving	improve	VERB
easat-5683	131	24	communication	communication	NOUN
easat-5683	131	25	.	.	PUNCT
easat-5683	132	1	additionally	additionally	ADV
easat-5683	132	2	,	,	PUNCT
easat-5683	132	3	the	the	DET
easat-5683	132	4	study	study	NOUN
easat-5683	132	5	at	at	ADP
easat-5683	132	6	johansson	johansson	PROPN
easat-5683	132	7	,	,	PUNCT
easat-5683	132	8	et	et	PROPN
easat-5683	132	9	al	al	PROPN
easat-5683	132	10	.	.	PUNCT
easat-5683	133	1	[	[	X
easat-5683	133	2	6	6	NUM
easat-5683	133	3	]	]	PUNCT
easat-5683	133	4	explores	explore	VERB
easat-5683	133	5	how	how	SCONJ
easat-5683	133	6	digital	digital	ADJ
easat-5683	133	7	self	self	NOUN
easat-5683	133	8	-	-	PUNCT
easat-5683	133	9	care	care	NOUN
easat-5683	133	10	applications	application	NOUN
easat-5683	133	11	impact	impact	NOUN
easat-5683	133	12	patient	patient	NOUN
easat-5683	133	13	interactions	interaction	NOUN
easat-5683	133	14	with	with	ADP
easat-5683	133	15	healthcare	healthcare	NOUN
easat-5683	133	16	providers	provider	NOUN
easat-5683	133	17	,	,	PUNCT
easat-5683	133	18	reinforcing	reinforce	VERB
easat-5683	133	19	the	the	DET
easat-5683	133	20	role	role	NOUN
easat-5683	133	21	of	of	ADP
easat-5683	133	22	technology	technology	NOUN
easat-5683	133	23	in	in	ADP
easat-5683	133	24	enhancing	enhance	VERB
easat-5683	133	25	patient	patient	ADJ
easat-5683	133	26	engagement	engagement	NOUN
easat-5683	133	27	and	and	CCONJ
easat-5683	133	28	communication	communication	NOUN
easat-5683	133	29	.	.	PUNCT
easat-5683	134	1	the	the	DET
easat-5683	134	2	study	study	PROPN
easat-5683	134	3	andrews	andrews	PROPN
easat-5683	134	4	,	,	PUNCT
easat-5683	134	5	et	et	PROPN
easat-5683	134	6	al	al	PROPN
easat-5683	134	7	.	.	PUNCT
easat-5683	135	1	[	[	X
easat-5683	135	2	8	8	NUM
easat-5683	135	3	]	]	PUNCT
easat-5683	135	4	highlights	highlight	VERB
easat-5683	135	5	the	the	DET
easat-5683	135	6	benefits	benefit	NOUN
easat-5683	135	7	of	of	ADP
easat-5683	135	8	symptom	symptom	NOUN
easat-5683	135	9	monitoring	monitoring	NOUN
easat-5683	135	10	technologies	technology	NOUN
easat-5683	135	11	,	,	PUNCT
easat-5683	135	12	which	which	PRON
easat-5683	135	13	align	align	VERB
easat-5683	135	14	with	with	ADP
easat-5683	135	15	the	the	DET
easat-5683	135	16	study	study	NOUN
easat-5683	135	17	's	's	PART
easat-5683	135	18	findings	finding	NOUN
easat-5683	135	19	on	on	ADP
easat-5683	135	20	the	the	DET
easat-5683	135	21	positive	positive	ADJ
easat-5683	135	22	impact	impact	NOUN
easat-5683	135	23	of	of	ADP
easat-5683	135	24	technology	technology	NOUN
easat-5683	135	25	-	-	PUNCT
easat-5683	135	26	assisted	assist	VERB
easat-5683	135	27	communication	communication	NOUN
easat-5683	135	28	on	on	ADP
easat-5683	135	29	patient	patient	ADJ
easat-5683	135	30	understanding	understanding	NOUN
easat-5683	135	31	and	and	CCONJ
easat-5683	135	32	engagement	engagement	NOUN
easat-5683	135	33	.	.	PUNCT
easat-5683	136	1	studies	study	NOUN
easat-5683	136	2	iribarren	iribarren	VERB
easat-5683	136	3	,	,	PUNCT
easat-5683	136	4	et	et	PROPN
easat-5683	136	5	al	al	PROPN
easat-5683	136	6	.	.	PUNCT
easat-5683	137	1	[	[	X
easat-5683	137	2	16	16	NUM
easat-5683	137	3	]	]	PUNCT
easat-5683	137	4	underscore	underscore	VERB
easat-5683	137	5	the	the	DET
easat-5683	137	6	importance	importance	NOUN
easat-5683	137	7	of	of	ADP
easat-5683	137	8	smartphone	smartphone	NOUN
easat-5683	137	9	applications	application	NOUN
easat-5683	137	10	in	in	ADP
easat-5683	137	11	supporting	support	VERB
easat-5683	137	12	patient	patient	ADJ
easat-5683	137	13	care	care	NOUN
easat-5683	137	14	,	,	PUNCT
easat-5683	137	15	further	far	ADV
easat-5683	137	16	emphasizing	emphasize	VERB
easat-5683	137	17	the	the	DET
easat-5683	137	18	relevance	relevance	NOUN
easat-5683	137	19	of	of	ADP
easat-5683	137	20	technology	technology	NOUN
easat-5683	137	21	in	in	ADP
easat-5683	137	22	improving	improve	VERB
easat-5683	137	23	healthcare	healthcare	NOUN
easat-5683	137	24	delivery	delivery	NOUN
easat-5683	137	25	.	.	PUNCT
easat-5683	138	1	effective	effective	ADJ
easat-5683	138	2	patient	patient	ADJ
easat-5683	138	3	-	-	PUNCT
easat-5683	138	4	doctor	doctor	NOUN
easat-5683	138	5	communication	communication	NOUN
easat-5683	138	6	is	be	AUX
easat-5683	138	7	further	far	ADV
easat-5683	138	8	impacted	impact	VERB
easat-5683	138	9	by	by	ADP
easat-5683	138	10	overcoming	overcome	VERB
easat-5683	138	11	cultural	cultural	ADJ
easat-5683	138	12	and	and	CCONJ
easat-5683	138	13	linguistic	linguistic	ADJ
easat-5683	138	14	barriers	barrier	NOUN
easat-5683	138	15	.	.	PUNCT
easat-5683	139	1	studies	study	NOUN
easat-5683	139	2	li	li	PROPN
easat-5683	139	3	,	,	PUNCT
easat-5683	139	4	et	et	PROPN
easat-5683	139	5	al	al	PROPN
easat-5683	139	6	.	.	PUNCT
easat-5683	140	1	[	[	X
easat-5683	140	2	17	17	NUM
easat-5683	140	3	]	]	PUNCT
easat-5683	140	4	provide	provide	VERB
easat-5683	140	5	strategies	strategy	NOUN
easat-5683	140	6	for	for	ADP
easat-5683	140	7	addressing	address	VERB
easat-5683	140	8	these	these	DET
easat-5683	140	9	barriers	barrier	NOUN
easat-5683	140	10	,	,	PUNCT
easat-5683	140	11	which	which	PRON
easat-5683	140	12	are	be	AUX
easat-5683	140	13	essential	essential	ADJ
easat-5683	140	14	for	for	ADP
easat-5683	140	15	ensuring	ensure	VERB
easat-5683	140	16	that	that	SCONJ
easat-5683	140	17	patients	patient	NOUN
easat-5683	140	18	from	from	ADP
easat-5683	140	19	diverse	diverse	ADJ
easat-5683	140	20	backgrounds	background	NOUN
easat-5683	140	21	receive	receive	VERB
easat-5683	140	22	clear	clear	ADJ
easat-5683	140	23	and	and	CCONJ
easat-5683	140	24	accurate	accurate	ADJ
easat-5683	140	25	information	information	NOUN
easat-5683	140	26	about	about	ADP
easat-5683	140	27	their	their	PRON
easat-5683	140	28	health	health	NOUN
easat-5683	140	29	—	—	PUNCT
easat-5683	140	30	insights	insight	NOUN
easat-5683	140	31	from	from	ADP
easat-5683	140	32	the	the	DET
easat-5683	140	33	study	study	NOUN
easat-5683	140	34	atvela	atvela	PROPN
easat-5683	140	35	,	,	PUNCT
easat-5683	140	36	et	et	PROPN
easat-5683	140	37	al	al	PROPN
easat-5683	140	38	.	.	PUNCT
easat-5683	141	1	[	[	X
easat-5683	141	2	18	18	NUM
easat-5683	141	3	]	]	X
easat-5683	141	4	;	;	PUNCT
easat-5683	141	5	kim	kim	PROPN
easat-5683	141	6	and	and	CCONJ
easat-5683	141	7	lee	lee	PROPN
easat-5683	142	1	[	[	X
easat-5683	142	2	19	19	NUM
easat-5683	142	3	]	]	PUNCT
easat-5683	142	4	and	and	CCONJ
easat-5683	142	5	moon	moon	PROPN
easat-5683	142	6	and	and	CCONJ
easat-5683	142	7	lee	lee	PROPN
easat-5683	143	1	[	[	X
easat-5683	143	2	20	20	NUM
easat-5683	143	3	]	]	PUNCT
easat-5683	143	4	.	.	PUNCT
easat-5683	144	1	medical	medical	ADJ
easat-5683	144	2	students	student	NOUN
easat-5683	144	3	'	'	PART
easat-5683	144	4	experiences	experience	NOUN
easat-5683	144	5	interpreting	interpret	VERB
easat-5683	144	6	for	for	ADP
easat-5683	144	7	patients	patient	NOUN
easat-5683	144	8	with	with	ADP
easat-5683	144	9	limited	limited	ADJ
easat-5683	144	10	english	english	ADJ
easat-5683	144	11	proficiency	proficiency	NOUN
easat-5683	144	12	(	(	PUNCT
easat-5683	144	13	lep	lep	PROPN
easat-5683	144	14	)	)	PUNCT
easat-5683	144	15	highlight	highlight	VERB
easat-5683	144	16	the	the	DET
easat-5683	144	17	practical	practical	ADJ
easat-5683	144	18	challenges	challenge	NOUN
easat-5683	144	19	and	and	CCONJ
easat-5683	144	20	solutions	solution	NOUN
easat-5683	144	21	in	in	ADP
easat-5683	144	22	enhancing	enhance	VERB
easat-5683	144	23	patient	patient	ADJ
easat-5683	144	24	communication	communication	NOUN
easat-5683	144	25	and	and	CCONJ
easat-5683	144	26	ensuring	ensure	VERB
easat-5683	144	27	accurate	accurate	ADJ
easat-5683	144	28	diagnosis	diagnosis	NOUN
easat-5683	144	29	.	.	PUNCT
easat-5683	145	1	furthermore	furthermore	ADV
easat-5683	145	2	,	,	PUNCT
easat-5683	145	3	the	the	DET
easat-5683	145	4	guidelines	guideline	NOUN
easat-5683	145	5	from	from	ADP
easat-5683	145	6	committee	committee	NOUN
easat-5683	145	7	opinion	opinion	NOUN
easat-5683	145	8	no	no	INTJ
easat-5683	145	9	.	.	PUNCT
easat-5683	146	1	587	587	NUM
easat-5683	147	1	[	[	X
easat-5683	147	2	21	21	NUM
easat-5683	147	3	]	]	PUNCT
easat-5683	147	4	on	on	ADP
easat-5683	147	5	effective	effective	ADJ
easat-5683	147	6	patient	patient	NOUN
easat-5683	147	7	-	-	PUNCT
easat-5683	147	8	physician	physician	NOUN
easat-5683	147	9	communication	communication	NOUN
easat-5683	147	10	emphasize	emphasize	VERB
easat-5683	147	11	the	the	DET
easat-5683	147	12	importance	importance	NOUN
easat-5683	147	13	of	of	ADP
easat-5683	147	14	precise	precise	ADJ
easat-5683	147	15	interactions	interaction	NOUN
easat-5683	147	16	between	between	ADP
easat-5683	147	17	healthcare	healthcare	NOUN
easat-5683	147	18	providers	provider	NOUN
easat-5683	147	19	and	and	CCONJ
easat-5683	147	20	patients	patient	NOUN
easat-5683	147	21	,	,	PUNCT
easat-5683	147	22	aligning	align	VERB
easat-5683	147	23	with	with	ADP
easat-5683	147	24	established	establish	VERB
easat-5683	147	25	communication	communication	NOUN
easat-5683	147	26	practices	practice	NOUN
easat-5683	147	27	[	[	X
easat-5683	147	28	21	21	NUM
easat-5683	147	29	]	]	PUNCT
easat-5683	147	30	.	.	PUNCT
easat-5683	148	1	compared	compare	VERB
easat-5683	148	2	to	to	ADP
easat-5683	148	3	previous	previous	ADJ
easat-5683	148	4	research	research	NOUN
easat-5683	148	5	,	,	PUNCT
easat-5683	148	6	this	this	DET
easat-5683	148	7	study	study	NOUN
easat-5683	148	8	offers	offer	VERB
easat-5683	148	9	several	several	ADJ
easat-5683	148	10	advancements	advancement	NOUN
easat-5683	148	11	.	.	PUNCT
easat-5683	149	1	it	it	PRON
easat-5683	149	2	integrates	integrate	VERB
easat-5683	149	3	multiple	multiple	ADJ
easat-5683	149	4	sources	source	NOUN
easat-5683	149	5	of	of	ADP
easat-5683	149	6	external	external	ADJ
easat-5683	149	7	information	information	NOUN
easat-5683	149	8	,	,	PUNCT
easat-5683	149	9	providing	provide	VERB
easat-5683	149	10	a	a	DET
easat-5683	149	11	more	more	ADV
easat-5683	149	12	comprehensive	comprehensive	ADJ
easat-5683	149	13	approach	approach	NOUN
easat-5683	149	14	to	to	ADP
easat-5683	149	15	enhancing	enhance	VERB
easat-5683	149	16	patient	patient	ADJ
easat-5683	149	17	understanding	understanding	NOUN
easat-5683	149	18	and	and	CCONJ
easat-5683	149	19	communication	communication	NOUN
easat-5683	149	20	.	.	PUNCT
easat-5683	150	1	by	by	ADP
easat-5683	150	2	evaluating	evaluate	VERB
easat-5683	150	3	precision	precision	NOUN
easat-5683	150	4	,	,	PUNCT
easat-5683	150	5	sensitivity	sensitivity	NOUN
easat-5683	150	6	,	,	PUNCT
easat-5683	150	7	and	and	CCONJ
easat-5683	150	8	specificity	specificity	NOUN
easat-5683	150	9	,	,	PUNCT
easat-5683	150	10	the	the	DET
easat-5683	150	11	study	study	NOUN
easat-5683	150	12	offers	offer	VERB
easat-5683	150	13	a	a	DET
easat-5683	150	14	nuanced	nuanced	ADJ
easat-5683	150	15	view	view	NOUN
easat-5683	150	16	of	of	ADP
easat-5683	150	17	the	the	DET
easat-5683	150	18	diagnostic	diagnostic	ADJ
easat-5683	150	19	model	model	NOUN
easat-5683	150	20	's	's	PART
easat-5683	150	21	performance	performance	NOUN
easat-5683	150	22	,	,	PUNCT
easat-5683	150	23	highlighting	highlight	VERB
easat-5683	150	24	areas	area	NOUN
easat-5683	150	25	for	for	ADP
easat-5683	150	26	improvement	improvement	NOUN
easat-5683	150	27	that	that	PRON
easat-5683	150	28	can	can	AUX
easat-5683	150	29	directly	directly	ADV
easat-5683	150	30	affect	affect	VERB
easat-5683	150	31	patient	patient	ADJ
easat-5683	150	32	care	care	NOUN
easat-5683	150	33	.	.	PUNCT
easat-5683	151	1	the	the	DET
easat-5683	151	2	study	study	NOUN
easat-5683	151	3	's	's	PART
easat-5683	151	4	methodology	methodology	NOUN
easat-5683	151	5	and	and	CCONJ
easat-5683	151	6	results	result	NOUN
easat-5683	151	7	directly	directly	ADV
easat-5683	151	8	apply	apply	VERB
easat-5683	151	9	to	to	ADP
easat-5683	151	10	real	real	ADJ
easat-5683	151	11	-	-	PUNCT
easat-5683	151	12	world	world	NOUN
easat-5683	151	13	scenarios	scenario	NOUN
easat-5683	151	14	,	,	PUNCT
easat-5683	151	15	offering	offer	VERB
easat-5683	151	16	practical	practical	ADJ
easat-5683	151	17	insights	insight	NOUN
easat-5683	151	18	into	into	ADP
easat-5683	151	19	how	how	SCONJ
easat-5683	151	20	technology	technology	NOUN
easat-5683	151	21	can	can	AUX
easat-5683	151	22	support	support	VERB
easat-5683	151	23	patient	patient	ADJ
easat-5683	151	24	-	-	PUNCT
easat-5683	151	25	doctor	doctor	NOUN
easat-5683	151	26	communication	communication	NOUN
easat-5683	151	27	and	and	CCONJ
easat-5683	151	28	enhance	enhance	VERB
easat-5683	151	29	overall	overall	ADJ
easat-5683	151	30	healthcare	healthcare	NOUN
easat-5683	151	31	delivery	delivery	NOUN
easat-5683	151	32	.	.	PUNCT
easat-5683	152	1	5.1	5.1	NUM
easat-5683	152	2	.	.	PUNCT
easat-5683	153	1	limitations	limitation	NOUN
easat-5683	153	2	the	the	DET
easat-5683	153	3	study	study	NOUN
easat-5683	153	4	has	have	VERB
easat-5683	153	5	several	several	ADJ
easat-5683	153	6	limitations	limitation	NOUN
easat-5683	153	7	that	that	PRON
easat-5683	153	8	impact	impact	VERB
easat-5683	153	9	the	the	DET
easat-5683	153	10	diagnostic	diagnostic	ADJ
easat-5683	153	11	model	model	NOUN
easat-5683	153	12	's	's	PART
easat-5683	153	13	effectiveness	effectiveness	NOUN
easat-5683	153	14	and	and	CCONJ
easat-5683	153	15	integration	integration	NOUN
easat-5683	153	16	into	into	ADP
easat-5683	153	17	practical	practical	ADJ
easat-5683	153	18	healthcare	healthcare	NOUN
easat-5683	153	19	settings	setting	NOUN
easat-5683	153	20	.	.	PUNCT
easat-5683	154	1	one	one	NUM
easat-5683	154	2	major	major	ADJ
easat-5683	154	3	issue	issue	NOUN
easat-5683	154	4	is	be	AUX
easat-5683	154	5	the	the	DET
easat-5683	154	6	model	model	NOUN
easat-5683	154	7	's	's	PART
easat-5683	154	8	low	low	ADJ
easat-5683	154	9	specificity	specificity	NOUN
easat-5683	154	10	and	and	CCONJ
easat-5683	154	11	negative	negative	ADJ
easat-5683	154	12	cohen	cohen	PROPN
easat-5683	154	13	's	's	PART
easat-5683	154	14	kappa	kappa	PROPN
easat-5683	154	15	,	,	PUNCT
easat-5683	154	16	which	which	PRON
easat-5683	154	17	highlight	highlight	VERB
easat-5683	154	18	challenges	challenge	NOUN
easat-5683	154	19	in	in	ADP
easat-5683	154	20	accurately	accurately	ADV
easat-5683	154	21	ruling	rule	VERB
easat-5683	154	22	out	out	ADP
easat-5683	154	23	conditions	condition	NOUN
easat-5683	154	24	.	.	PUNCT
easat-5683	155	1	this	this	PRON
easat-5683	155	2	can	can	AUX
easat-5683	155	3	lead	lead	VERB
easat-5683	155	4	to	to	ADP
easat-5683	155	5	over	over	ADP
easat-5683	155	6	-	-	PUNCT
easat-5683	155	7	diagnosis	diagnosis	NOUN
easat-5683	155	8	and	and	CCONJ
easat-5683	155	9	unnecessary	unnecessary	ADJ
easat-5683	155	10	diagnostic	diagnostic	ADJ
easat-5683	155	11	procedures	procedure	NOUN
easat-5683	155	12	,	,	PUNCT
easat-5683	155	13	potentially	potentially	ADV
easat-5683	155	14	causing	cause	VERB
easat-5683	155	15	patient	patient	ADJ
easat-5683	155	16	anxiety	anxiety	NOUN
easat-5683	155	17	and	and	CCONJ
easat-5683	155	18	reducing	reduce	VERB
easat-5683	155	19	trust	trust	NOUN
easat-5683	155	20	in	in	ADP
easat-5683	155	21	the	the	DET
easat-5683	155	22	diagnostic	diagnostic	ADJ
easat-5683	155	23	process	process	NOUN
easat-5683	155	24	.	.	PUNCT
easat-5683	156	1	furthermore	furthermore	ADV
easat-5683	156	2	,	,	PUNCT
easat-5683	156	3	the	the	DET
easat-5683	156	4	dataset	dataset	NOUN
easat-5683	156	5	used	use	VERB
easat-5683	156	6	in	in	ADP
easat-5683	156	7	the	the	DET
easat-5683	156	8	study	study	NOUN
easat-5683	156	9	may	may	AUX
easat-5683	156	10	not	not	PART
easat-5683	156	11	fully	fully	ADV
easat-5683	156	12	represent	represent	VERB
easat-5683	156	13	the	the	DET
easat-5683	156	14	diverse	diverse	ADJ
easat-5683	156	15	range	range	NOUN
easat-5683	156	16	of	of	ADP
easat-5683	156	17	medical	medical	ADJ
easat-5683	156	18	conditions	condition	NOUN
easat-5683	156	19	encountered	encounter	VERB
easat-5683	156	20	in	in	ADP
easat-5683	156	21	broader	broad	ADJ
easat-5683	156	22	practice	practice	NOUN
easat-5683	156	23	settings	setting	NOUN
easat-5683	156	24	,	,	PUNCT
easat-5683	156	25	which	which	PRON
easat-5683	156	26	limits	limit	VERB
easat-5683	156	27	the	the	DET
easat-5683	156	28	model	model	NOUN
easat-5683	156	29	's	's	PART
easat-5683	156	30	generalizability	generalizability	NOUN
easat-5683	156	31	.	.	PUNCT
easat-5683	157	1	the	the	DET
easat-5683	157	2	reliance	reliance	NOUN
easat-5683	157	3	on	on	ADP
easat-5683	157	4	binary	binary	ADJ
easat-5683	157	5	diagnostic	diagnostic	ADJ
easat-5683	157	6	indicators	indicator	NOUN
easat-5683	157	7	might	might	AUX
easat-5683	157	8	oversimplify	oversimplify	VERB
easat-5683	157	9	complex	complex	ADJ
easat-5683	157	10	cases	case	NOUN
easat-5683	157	11	,	,	PUNCT
easat-5683	157	12	impacting	impact	VERB
easat-5683	157	13	the	the	DET
easat-5683	157	14	model	model	NOUN
easat-5683	157	15	's	's	PART
easat-5683	157	16	accuracy	accuracy	NOUN
easat-5683	157	17	and	and	CCONJ
easat-5683	157	18	effectiveness	effectiveness	NOUN
easat-5683	157	19	.	.	PUNCT
easat-5683	158	1	these	these	DET
easat-5683	158	2	limitations	limitation	NOUN
easat-5683	158	3	underscore	underscore	VERB
easat-5683	158	4	the	the	DET
easat-5683	158	5	need	need	NOUN
easat-5683	158	6	for	for	ADP
easat-5683	158	7	continued	continue	VERB
easat-5683	158	8	model	model	NOUN
easat-5683	158	9	refinement	refinement	NOUN
easat-5683	158	10	to	to	PART
easat-5683	158	11	enhance	enhance	VERB
easat-5683	158	12	its	its	PRON
easat-5683	158	13	reliability	reliability	NOUN
easat-5683	158	14	and	and	CCONJ
easat-5683	158	15	ensure	ensure	VERB
easat-5683	158	16	it	it	PRON
easat-5683	158	17	can	can	AUX
easat-5683	158	18	be	be	AUX
easat-5683	158	19	effectively	effectively	ADV
easat-5683	158	20	applied	apply	VERB
easat-5683	158	21	across	across	ADP
easat-5683	158	22	various	various	ADJ
easat-5683	158	23	clinical	clinical	ADJ
easat-5683	158	24	environments	environment	NOUN
easat-5683	158	25	.	.	PUNCT
easat-5683	159	1	another	another	DET
easat-5683	159	2	critical	critical	ADJ
easat-5683	159	3	concern	concern	NOUN
easat-5683	159	4	is	be	AUX
easat-5683	159	5	the	the	DET
easat-5683	159	6	significant	significant	ADJ
easat-5683	159	7	technical	technical	ADJ
easat-5683	159	8	and	and	CCONJ
easat-5683	159	9	resource	resource	NOUN
easat-5683	159	10	demands	demand	NOUN
easat-5683	159	11	in	in	ADP
easat-5683	159	12	developing	develop	VERB
easat-5683	159	13	and	and	CCONJ
easat-5683	159	14	integrating	integrate	VERB
easat-5683	159	15	advanced	advanced	ADJ
easat-5683	159	16	algorithms	algorithm	NOUN
easat-5683	159	17	to	to	PART
easat-5683	159	18	improve	improve	VERB
easat-5683	159	19	model	model	NOUN
easat-5683	159	20	specificity	specificity	NOUN
easat-5683	159	21	.	.	PUNCT
easat-5683	160	1	sophisticated	sophisticated	ADJ
easat-5683	160	2	machine	machine	NOUN
easat-5683	160	3	learning	learn	VERB
easat-5683	160	4	techniques	technique	NOUN
easat-5683	160	5	require	require	VERB
easat-5683	160	6	extensive	extensive	ADJ
easat-5683	160	7	datasets	dataset	NOUN
easat-5683	160	8	and	and	CCONJ
easat-5683	160	9	high	high	ADJ
easat-5683	160	10	-	-	PUNCT
easat-5683	160	11	performance	performance	NOUN
easat-5683	160	12	computing	computing	NOUN
easat-5683	160	13	resources	resource	NOUN
easat-5683	160	14	,	,	PUNCT
easat-5683	160	15	which	which	PRON
easat-5683	160	16	may	may	AUX
easat-5683	160	17	be	be	AUX
easat-5683	160	18	a	a	DET
easat-5683	160	19	barrier	barrier	NOUN
easat-5683	160	20	for	for	ADP
easat-5683	160	21	many	many	ADJ
easat-5683	160	22	healthcare	healthcare	NOUN
easat-5683	160	23	settings	setting	NOUN
easat-5683	160	24	,	,	PUNCT
easat-5683	160	25	particularly	particularly	ADV
easat-5683	160	26	smaller	small	ADJ
easat-5683	160	27	practices	practice	NOUN
easat-5683	160	28	with	with	ADP
easat-5683	160	29	limited	limited	ADJ
easat-5683	160	30	technological	technological	ADJ
easat-5683	160	31	infrastructure	infrastructure	NOUN
easat-5683	160	32	.	.	PUNCT
easat-5683	161	1	additionally	additionally	ADV
easat-5683	161	2	,	,	PUNCT
easat-5683	161	3	integrating	integrate	VERB
easat-5683	161	4	these	these	DET
easat-5683	161	5	advanced	advanced	ADJ
easat-5683	161	6	models	model	NOUN
easat-5683	161	7	into	into	ADP
easat-5683	161	8	existing	exist	VERB
easat-5683	161	9	healthcare	healthcare	NOUN
easat-5683	161	10	systems	system	NOUN
easat-5683	161	11	poses	pose	VERB
easat-5683	161	12	challenges	challenge	NOUN
easat-5683	161	13	,	,	PUNCT
easat-5683	161	14	such	such	ADJ
easat-5683	161	15	as	as	ADP
easat-5683	161	16	potential	potential	ADJ
easat-5683	161	17	disruptions	disruption	NOUN
easat-5683	161	18	to	to	ADP
easat-5683	161	19	established	establish	VERB
easat-5683	161	20	workflows	workflow	NOUN
easat-5683	161	21	and	and	CCONJ
easat-5683	161	22	the	the	DET
easat-5683	161	23	need	need	NOUN
easat-5683	161	24	for	for	ADP
easat-5683	161	25	substantial	substantial	ADJ
easat-5683	161	26	adaptation	adaptation	NOUN
easat-5683	161	27	and	and	CCONJ
easat-5683	161	28	training	training	NOUN
easat-5683	161	29	.	.	PUNCT
easat-5683	162	1	moreover	moreover	ADV
easat-5683	162	2	,	,	PUNCT
easat-5683	162	3	there	there	PRON
easat-5683	162	4	is	be	VERB
easat-5683	162	5	a	a	DET
easat-5683	162	6	risk	risk	NOUN
easat-5683	162	7	of	of	ADP
easat-5683	162	8	overfitting	overfitte	VERB
easat-5683	162	9	,	,	PUNCT
easat-5683	162	10	where	where	SCONJ
easat-5683	162	11	the	the	DET
easat-5683	162	12	model	model	NOUN
easat-5683	162	13	may	may	AUX
easat-5683	162	14	perform	perform	VERB
easat-5683	162	15	well	well	ADV
easat-5683	162	16	on	on	ADP
easat-5683	162	17	training	training	NOUN
easat-5683	162	18	data	datum	NOUN
easat-5683	162	19	but	but	CCONJ
easat-5683	162	20	fail	fail	VERB
easat-5683	162	21	to	to	PART
easat-5683	162	22	generalize	generalize	VERB
easat-5683	162	23	to	to	ADP
easat-5683	162	24	new	new	ADJ
easat-5683	162	25	,	,	PUNCT
easat-5683	162	26	real	real	ADJ
easat-5683	162	27	-	-	PUNCT
easat-5683	162	28	world	world	NOUN
easat-5683	162	29	cases	case	NOUN
easat-5683	162	30	.	.	PUNCT
easat-5683	163	1	this	this	PRON
easat-5683	163	2	could	could	AUX
easat-5683	163	3	lead	lead	VERB
easat-5683	163	4	to	to	ADP
easat-5683	163	5	reduced	reduce	VERB
easat-5683	163	6	diagnostic	diagnostic	ADJ
easat-5683	163	7	accuracy	accuracy	NOUN
easat-5683	163	8	and	and	CCONJ
easat-5683	163	9	an	an	DET
easat-5683	163	10	increased	increase	VERB
easat-5683	163	11	risk	risk	NOUN
easat-5683	163	12	of	of	ADP
easat-5683	163	13	misidentification	misidentification	NOUN
easat-5683	163	14	if	if	SCONJ
easat-5683	163	15	the	the	DET
easat-5683	163	16	model	model	NOUN
easat-5683	163	17	is	be	AUX
easat-5683	163	18	not	not	PART
easat-5683	163	19	properly	properly	ADV
easat-5683	163	20	validated	validate	VERB
easat-5683	163	21	and	and	CCONJ
easat-5683	163	22	continuously	continuously	ADV
easat-5683	163	23	evaluated	evaluate	VERB
easat-5683	163	24	in	in	ADP
easat-5683	163	25	diverse	diverse	ADJ
easat-5683	163	26	clinical	clinical	ADJ
easat-5683	163	27	settings	setting	NOUN
easat-5683	163	28	.	.	PUNCT
easat-5683	164	1	1717	1717	NUM
easat-5683	164	2	edelweiss	edelweiss	PROPN
easat-5683	164	3	applied	apply	VERB
easat-5683	164	4	science	science	NOUN
easat-5683	164	5	and	and	CCONJ
easat-5683	164	6	technology	technology	NOUN
easat-5683	164	7	issn	issn	PROPN
easat-5683	164	8	:	:	PUNCT
easat-5683	164	9	2576	2576	NUM
easat-5683	164	10	-	-	SYM
easat-5683	164	11	8484	8484	NUM
easat-5683	164	12	vol	vol	NOUN
easat-5683	164	13	.	.	PROPN
easat-5683	165	1	9	9	NUM
easat-5683	165	2	,	,	PUNCT
easat-5683	165	3	no	no	INTJ
easat-5683	165	4	.	.	NOUN
easat-5683	165	5	3	3	NUM
easat-5683	165	6	:	:	PUNCT
easat-5683	165	7	1711	1711	NUM
easat-5683	165	8	-	-	SYM
easat-5683	165	9	1724	1724	NUM
easat-5683	165	10	,	,	PUNCT
easat-5683	165	11	2025	2025	NUM
easat-5683	165	12	doi	doi	NOUN
easat-5683	165	13	:	:	PUNCT
easat-5683	165	14	10.55214/25768484.v9i3.5683	10.55214/25768484.v9i3.5683	NUM
easat-5683	165	15	©	©	PROPN
easat-5683	165	16	2025	2025	NUM
easat-5683	165	17	by	by	ADP
easat-5683	165	18	the	the	DET
easat-5683	165	19	author	author	NOUN
easat-5683	165	20	;	;	PUNCT
easat-5683	165	21	licensee	licensee	PROPN
easat-5683	165	22	learning	learning	NOUN
easat-5683	165	23	gate	gate	NOUN
easat-5683	165	24	5.2	5.2	NUM
easat-5683	165	25	.	.	PUNCT
easat-5683	166	1	future	future	ADJ
easat-5683	166	2	directions	direction	NOUN
easat-5683	166	3	in	in	ADP
easat-5683	166	4	light	light	NOUN
easat-5683	166	5	of	of	ADP
easat-5683	166	6	the	the	DET
easat-5683	166	7	current	current	ADJ
easat-5683	166	8	study	study	NOUN
easat-5683	166	9	’s	’s	PART
easat-5683	166	10	findings	finding	NOUN
easat-5683	166	11	and	and	CCONJ
easat-5683	166	12	the	the	DET
easat-5683	166	13	ongoing	ongoing	ADJ
easat-5683	166	14	advancements	advancement	NOUN
easat-5683	166	15	in	in	ADP
easat-5683	166	16	healthcare	healthcare	PROPN
easat-5683	166	17	technology	technology	NOUN
easat-5683	166	18	,	,	PUNCT
easat-5683	166	19	several	several	ADJ
easat-5683	166	20	avenues	avenue	NOUN
easat-5683	166	21	for	for	ADP
easat-5683	166	22	future	future	ADJ
easat-5683	166	23	research	research	NOUN
easat-5683	166	24	are	be	AUX
easat-5683	166	25	evident	evident	ADJ
easat-5683	166	26	.	.	PUNCT
easat-5683	167	1	this	this	DET
easat-5683	167	2	section	section	NOUN
easat-5683	167	3	outlines	outline	VERB
easat-5683	167	4	key	key	ADJ
easat-5683	167	5	future	future	ADJ
easat-5683	167	6	directions	direction	NOUN
easat-5683	167	7	for	for	ADP
easat-5683	167	8	improving	improve	VERB
easat-5683	167	9	diagnostic	diagnostic	ADJ
easat-5683	167	10	models	model	NOUN
easat-5683	167	11	and	and	CCONJ
easat-5683	167	12	enhancing	enhance	VERB
easat-5683	167	13	patient	patient	NOUN
easat-5683	167	14	-	-	PUNCT
easat-5683	167	15	doctor	doctor	NOUN
easat-5683	167	16	communication	communication	NOUN
easat-5683	167	17	,	,	PUNCT
easat-5683	167	18	drawing	draw	VERB
easat-5683	167	19	on	on	ADP
easat-5683	167	20	recent	recent	ADJ
easat-5683	167	21	literature	literature	NOUN
easat-5683	167	22	to	to	PART
easat-5683	167	23	identify	identify	VERB
easat-5683	167	24	gaps	gap	NOUN
easat-5683	167	25	and	and	CCONJ
easat-5683	167	26	suggest	suggest	VERB
easat-5683	167	27	potential	potential	ADJ
easat-5683	167	28	solutions	solution	NOUN
easat-5683	167	29	.	.	PUNCT
easat-5683	168	1	table	table	NOUN
easat-5683	168	2	2	2	NUM
easat-5683	168	3	.	.	PROPN
easat-5683	168	4	illustrates	illustrate	VERB
easat-5683	168	5	the	the	DET
easat-5683	168	6	summary	summary	NOUN
easat-5683	168	7	of	of	ADP
easat-5683	168	8	limitations	limitation	NOUN
easat-5683	168	9	and	and	CCONJ
easat-5683	168	10	future	future	ADJ
easat-5683	168	11	directions	direction	NOUN
easat-5683	168	12	identified	identify	VERB
easat-5683	168	13	in	in	ADP
easat-5683	168	14	related	related	ADJ
easat-5683	168	15	works	work	NOUN
easat-5683	168	16	,	,	PUNCT
easat-5683	168	17	providing	provide	VERB
easat-5683	168	18	a	a	DET
easat-5683	168	19	roadmap	roadmap	NOUN
easat-5683	168	20	for	for	ADP
easat-5683	168	21	further	further	ADJ
easat-5683	168	22	exploration	exploration	NOUN
easat-5683	168	23	in	in	ADP
easat-5683	168	24	this	this	DET
easat-5683	168	25	field	field	NOUN
easat-5683	168	26	.	.	PUNCT
easat-5683	169	1	1718	1718	NUM
easat-5683	169	2	edelweiss	edelweiss	PROPN
easat-5683	169	3	applied	apply	VERB
easat-5683	169	4	science	science	NOUN
easat-5683	169	5	and	and	CCONJ
easat-5683	169	6	technology	technology	NOUN
easat-5683	169	7	issn	issn	PROPN
easat-5683	169	8	:	:	PUNCT
easat-5683	169	9	2576	2576	NUM
easat-5683	169	10	-	-	SYM
easat-5683	169	11	8484	8484	NUM
easat-5683	169	12	vol	vol	NOUN
easat-5683	169	13	.	.	PROPN
easat-5683	170	1	9	9	NUM
easat-5683	170	2	,	,	PUNCT
easat-5683	170	3	no	no	INTJ
easat-5683	170	4	.	.	NOUN
easat-5683	170	5	3	3	NUM
easat-5683	170	6	:	:	PUNCT
easat-5683	170	7	1711	1711	NUM
easat-5683	170	8	-	-	SYM
easat-5683	170	9	1724	1724	NUM
easat-5683	170	10	,	,	PUNCT
easat-5683	170	11	2025	2025	NUM
easat-5683	170	12	doi	doi	NOUN
easat-5683	170	13	:	:	PUNCT
easat-5683	170	14	10.55214/25768484.v9i3.5683	10.55214/25768484.v9i3.5683	NUM
easat-5683	170	15	©	©	PROPN
easat-5683	170	16	2025	2025	NUM
easat-5683	170	17	by	by	ADP
easat-5683	170	18	the	the	DET
easat-5683	170	19	author	author	NOUN
easat-5683	170	20	;	;	PUNCT
easat-5683	170	21	licensee	licensee	PROPN
easat-5683	170	22	learning	learn	VERB
easat-5683	170	23	gate	gate	NOUN
easat-5683	170	24	table	table	NOUN
easat-5683	170	25	2	2	NUM
easat-5683	170	26	.	.	PUNCT
easat-5683	170	27	summary	summary	NOUN
easat-5683	170	28	of	of	ADP
easat-5683	170	29	limitations	limitation	NOUN
easat-5683	170	30	and	and	CCONJ
easat-5683	170	31	future	future	ADJ
easat-5683	170	32	directions	direction	NOUN
easat-5683	170	33	based	base	VERB
easat-5683	170	34	on	on	ADP
easat-5683	170	35	recent	recent	ADJ
easat-5683	170	36	literature	literature	NOUN
easat-5683	170	37	.	.	PUNCT
easat-5683	171	1	citation	citation	NOUN
easat-5683	171	2	no	no	DET
easat-5683	171	3	15	15	NUM
easat-5683	171	4	16	16	NUM
easat-5683	171	5	17	17	NUM
easat-5683	171	6	18	18	NUM
easat-5683	171	7	19	19	NUM
easat-5683	171	8	20	20	NUM
easat-5683	171	9	21	21	NUM
easat-5683	171	10	year	year	NOUN
easat-5683	171	11	2024	2024	NUM
easat-5683	171	12	2024	2024	NUM
easat-5683	171	13	2023	2023	NUM
easat-5683	171	14	2022	2022	NUM
easat-5683	171	15	2021	2021	NUM
easat-5683	171	16	2018	2018	NUM
easat-5683	171	17	2017	2017	NUM
easat-5683	171	18	author(s	author(s	NOUN
easat-5683	171	19	)	)	PUNCT
easat-5683	171	20	woehrle	woehrle	NOUN
easat-5683	171	21	,	,	PUNCT
easat-5683	171	22	et	et	PROPN
easat-5683	171	23	al	al	PROPN
easat-5683	171	24	.	.	PUNCT
easat-5683	172	1	[	[	X
easat-5683	172	2	22	22	NUM
easat-5683	172	3	]	]	X
easat-5683	172	4	deshpande	deshpande	PROPN
easat-5683	172	5	,	,	PUNCT
easat-5683	172	6	et	et	PROPN
easat-5683	172	7	al	al	PROPN
easat-5683	172	8	.	.	PUNCT
easat-5683	173	1	[	[	X
easat-5683	173	2	23	23	NUM
easat-5683	173	3	]	]	X
easat-5683	173	4	neu	neu	NOUN
easat-5683	173	5	,	,	PUNCT
easat-5683	173	6	et	et	PROPN
easat-5683	173	7	al	al	PROPN
easat-5683	173	8	.	.	PUNCT
easat-5683	174	1	[	[	X
easat-5683	174	2	24	24	NUM
easat-5683	174	3	]	]	X
easat-5683	174	4	milliren	milliren	PROPN
easat-5683	174	5	,	,	PUNCT
easat-5683	174	6	et	et	PROPN
easat-5683	174	7	al	al	PROPN
easat-5683	174	8	.	.	PUNCT
easat-5683	175	1	[	[	X
easat-5683	175	2	25	25	NUM
easat-5683	175	3	]	]	PUNCT
easat-5683	175	4	charteris	charteris	NOUN
easat-5683	175	5	and	and	CCONJ
easat-5683	175	6	pounds	pound	NOUN
easat-5683	176	1	[	[	X
easat-5683	176	2	26	26	NUM
easat-5683	176	3	]	]	X
easat-5683	176	4	asan	asan	ADJ
easat-5683	176	5	,	,	PUNCT
easat-5683	176	6	et	et	PROPN
easat-5683	176	7	al	al	PROPN
easat-5683	176	8	.	.	PUNCT
easat-5683	177	1	[	[	X
easat-5683	177	2	27	27	NUM
easat-5683	177	3	]	]	PUNCT
easat-5683	177	4	polinski	polinski	NOUN
easat-5683	177	5	,	,	PUNCT
easat-5683	177	6	et	et	PROPN
easat-5683	177	7	al	al	PROPN
easat-5683	177	8	.	.	PUNCT
easat-5683	178	1	[	[	X
easat-5683	178	2	28	28	NUM
easat-5683	178	3	]	]	X
easat-5683	178	4	title	title	NOUN
easat-5683	178	5	positive	positive	ADJ
easat-5683	178	6	airway	airway	NOUN
easat-5683	178	7	pressure	pressure	NOUN
easat-5683	178	8	telehealth	telehealth	NOUN
easat-5683	178	9	models	model	NOUN
easat-5683	178	10	and	and	CCONJ
easat-5683	178	11	long	long	ADJ
easat-5683	178	12	-	-	PUNCT
easat-5683	178	13	term	term	NOUN
easat-5683	178	14	therapy	therapy	NOUN
easat-5683	178	15	termination	termination	NOUN
easat-5683	178	16	developme	developme	VERB
easat-5683	178	17	nt	not	PART
easat-5683	178	18	and	and	CCONJ
easat-5683	178	19	usability	usability	NOUN
easat-5683	178	20	evaluation	evaluation	NOUN
easat-5683	178	21	of	of	ADP
easat-5683	178	22	an	an	DET
easat-5683	178	23	opioid	opioid	ADJ
easat-5683	178	24	manageme	manageme	NOUN
easat-5683	178	25	nt	nt	PROPN
easat-5683	178	26	app	app	PROPN
easat-5683	178	27	implementin	implementin	NOUN
easat-5683	178	28	g	g	ADP
easat-5683	178	29	effective	effective	ADJ
easat-5683	178	30	care	care	NOUN
easat-5683	178	31	through	through	ADP
easat-5683	178	32	utilization	utilization	NOUN
easat-5683	178	33	of	of	ADP
easat-5683	178	34	diabetesfocused	diabetesfocused	ADJ
easat-5683	178	35	"	"	PUNCT
easat-5683	178	36	right	right	ADJ
easat-5683	178	37	care	care	NOUN
easat-5683	178	38	"	"	PUNCT
easat-5683	178	39	visits	visit	VERB
easat-5683	178	40	incorporatin	incorporatin	NOUN
easat-5683	178	41	g	g	ADP
easat-5683	178	42	the	the	DET
easat-5683	178	43	patient	patient	ADJ
easat-5683	178	44	voice	voice	NOUN
easat-5683	178	45	and	and	CCONJ
easat-5683	178	46	patient	patient	ADJ
easat-5683	178	47	engagement	engagement	NOUN
easat-5683	178	48	in	in	ADP
easat-5683	178	49	goalhēm	goalhēm	PROPN
easat-5683	178	50	nurse	nurse	PROPN
easat-5683	178	51	practitioner	practitioner	NOUN
easat-5683	178	52	-	-	PUNCT
easat-5683	178	53	led	lead	VERB
easat-5683	178	54	effort	effort	NOUN
easat-5683	178	55	to	to	PART
easat-5683	178	56	reduce	reduce	VERB
easat-5683	178	57	30	30	NUM
easat-5683	178	58	-	-	PUNCT
easat-5683	178	59	day	day	NOUN
easat-5683	178	60	heart	heart	NOUN
easat-5683	178	61	failure	failure	NOUN
easat-5683	178	62	readmissions	readmission	VERB
easat-5683	178	63	the	the	DET
easat-5683	178	64	electronic	electronic	ADJ
easat-5683	178	65	health	health	NOUN
easat-5683	178	66	record	record	NOUN
easat-5683	178	67	as	as	ADP
easat-5683	178	68	a	a	DET
easat-5683	178	69	patient	patient	ADJ
easat-5683	178	70	engagement	engagement	NOUN
easat-5683	178	71	tool	tool	NOUN
easat-5683	178	72	impact	impact	NOUN
easat-5683	178	73	of	of	ADP
easat-5683	178	74	a	a	DET
easat-5683	178	75	patient	patient	ADJ
easat-5683	178	76	engagement	engagement	NOUN
easat-5683	178	77	tool	tool	NOUN
easat-5683	178	78	on	on	ADP
easat-5683	178	79	preventive	preventive	ADJ
easat-5683	178	80	service	service	NOUN
easat-5683	178	81	uptake	uptake	ADJ
easat-5683	178	82	method	method	NOUN
easat-5683	178	83	retrospective	retrospective	ADJ
easat-5683	178	84	analysis	analysis	NOUN
easat-5683	178	85	usability	usability	NOUN
easat-5683	178	86	evaluation	evaluation	NOUN
easat-5683	178	87	experimental	experimental	ADJ
easat-5683	178	88	study	study	NOUN
easat-5683	178	89	survey	survey	NOUN
easat-5683	178	90	and	and	CCONJ
easat-5683	178	91	interviews	interview	NOUN
easat-5683	178	92	quality	quality	NOUN
easat-5683	178	93	improvement	improvement	NOUN
easat-5683	178	94	project	project	NOUN
easat-5683	178	95	retrospecti	retrospecti	ADJ
easat-5683	179	1	ve	ve	VERB
easat-5683	179	2	analysis	analysis	NOUN
easat-5683	179	3	quasiexperimental	quasiexperimental	ADJ
easat-5683	179	4	objective	objective	NOUN
easat-5683	179	5	investigate	investigate	VERB
easat-5683	179	6	long	long	ADJ
easat-5683	179	7	-	-	PUNCT
easat-5683	179	8	term	term	NOUN
easat-5683	179	9	pap	pap	NOUN
easat-5683	179	10	therapy	therapy	NOUN
easat-5683	179	11	termination	termination	NOUN
easat-5683	179	12	evaluate	evaluate	VERB
easat-5683	179	13	the	the	DET
easat-5683	179	14	usability	usability	NOUN
easat-5683	179	15	of	of	ADP
easat-5683	179	16	the	the	DET
easat-5683	179	17	opioid	opioid	ADJ
easat-5683	179	18	managemen	manageman	NOUN
easat-5683	179	19	t	t	PROPN
easat-5683	179	20	app	app	PROPN
easat-5683	179	21	assess	assess	VERB
easat-5683	179	22	the	the	DET
easat-5683	179	23	impact	impact	NOUN
easat-5683	179	24	of	of	ADP
easat-5683	179	25	whiteboard	whiteboard	NOUN
easat-5683	179	26	communicatio	communicatio	NOUN
easat-5683	179	27	n	n	PROPN
easat-5683	179	28	on	on	ADP
easat-5683	179	29	patient	patient	ADJ
easat-5683	179	30	engagement	engagement	NOUN
easat-5683	179	31	evaluate	evaluate	VERB
easat-5683	179	32	goalhēm	goalhēm	PROPN
easat-5683	179	33	's	's	PART
easat-5683	179	34	patientcentric	patientcentric	ADJ
easat-5683	179	35	language	language	NOUN
easat-5683	179	36	and	and	CCONJ
easat-5683	179	37	content	content	NOUN
easat-5683	179	38	reduce	reduce	VERB
easat-5683	179	39	30	30	NUM
easat-5683	179	40	-	-	PUNCT
easat-5683	179	41	day	day	NOUN
easat-5683	179	42	heart	heart	NOUN
easat-5683	179	43	failure	failure	NOUN
easat-5683	179	44	readmissions	readmission	NOUN
easat-5683	179	45	investigate	investigate	VERB
easat-5683	179	46	ehr	ehr	NOUN
easat-5683	179	47	’s	’s	PART
easat-5683	179	48	role	role	NOUN
easat-5683	179	49	in	in	ADP
easat-5683	179	50	patient	patient	ADJ
easat-5683	179	51	engagement	engagement	NOUN
easat-5683	179	52	evaluate	evaluate	VERB
easat-5683	179	53	the	the	DET
easat-5683	179	54	effect	effect	NOUN
easat-5683	179	55	of	of	ADP
easat-5683	179	56	myhealthfind	myhealthfind	NOUN
easat-5683	179	57	er	er	INTJ
easat-5683	179	58	tool	tool	NOUN
easat-5683	179	59	on	on	ADP
easat-5683	179	60	preventive	preventive	ADJ
easat-5683	179	61	service	service	NOUN
easat-5683	180	1	uptake	uptake	ADJ
easat-5683	180	2	related	related	ADJ
easat-5683	180	3	group	group	NOUN
easat-5683	180	4	standard	standard	PROPN
easat-5683	180	5	care	care	NOUN
easat-5683	180	6	,	,	PUNCT
easat-5683	180	7	telemonitorin	telemonitorin	ADJ
easat-5683	180	8	g	g	NOUN
easat-5683	180	9	-	-	PUNCT
easat-5683	180	10	guided	guide	VERB
easat-5683	180	11	care	care	NOUN
easat-5683	180	12	,	,	PUNCT
easat-5683	180	13	telemonitorin	telemonitorin	ADJ
easat-5683	180	14	g	g	NOUN
easat-5683	180	15	+	+	CCONJ
easat-5683	180	16	patient	patient	ADJ
easat-5683	180	17	engagement	engagement	NOUN
easat-5683	180	18	tool	tool	NOUN
easat-5683	180	19	end	end	NOUN
easat-5683	180	20	-	-	PUNCT
easat-5683	180	21	users	user	NOUN
easat-5683	180	22	and	and	CCONJ
easat-5683	180	23	experts	expert	NOUN
easat-5683	180	24	whiteboard	whiteboard	VERB
easat-5683	180	25	communicatio	communicatio	NOUN
easat-5683	180	26	n	n	PRON
easat-5683	180	27	goal	goal	NOUN
easat-5683	180	28	-	-	PUNCT
easat-5683	180	29	hēm	hēm	NOUN
easat-5683	180	30	tool	tool	NOUN
easat-5683	180	31	multidisciplina	multidisciplina	NOUN
easat-5683	180	32	ry	ry	PROPN
easat-5683	180	33	hf	hf	PROPN
easat-5683	180	34	clinic	clinic	PROPN
easat-5683	180	35	ehr	ehr	PROPN
easat-5683	180	36	with	with	ADP
easat-5683	180	37	the	the	DET
easat-5683	180	38	patient	patient	ADJ
easat-5683	180	39	engagement	engagement	NOUN
easat-5683	180	40	tool	tool	PROPN
easat-5683	180	41	cvs	cvs	PROPN
easat-5683	180	42	health	health	NOUN
easat-5683	180	43	's	's	PART
easat-5683	180	44	digital	digital	ADJ
easat-5683	180	45	platforms	platform	NOUN
easat-5683	180	46	study	study	VERB
easat-5683	180	47	population	population	NOUN
easat-5683	180	48	104,612	104,612	NUM
easat-5683	180	49	individuals	individual	NOUN
easat-5683	180	50	patients	patient	NOUN
easat-5683	180	51	in	in	ADP
easat-5683	180	52	postsurgical	postsurgical	ADJ
easat-5683	180	53	settings	setting	NOUN
easat-5683	180	54	172	172	NUM
easat-5683	180	55	patients	patient	NOUN
easat-5683	180	56	19	19	NUM
easat-5683	180	57	adults	adult	NOUN
easat-5683	180	58	with	with	ADP
easat-5683	180	59	hemophilia	hemophilia	NOUN
easat-5683	180	60	and	and	CCONJ
easat-5683	180	61	19	19	NUM
easat-5683	180	62	caregivers	caregiver	NOUN
easat-5683	180	63	veterans	veteran	NOUN
easat-5683	180	64	with	with	ADP
easat-5683	180	65	heart	heart	NOUN
easat-5683	180	66	failure	failure	NOUN
easat-5683	180	67	500	500	NUM
easat-5683	180	68	patients	patient	NOUN
easat-5683	180	69	consumers	consumer	NOUN
easat-5683	180	70	in	in	ADP
easat-5683	180	71	usa	usa	PROPN
easat-5683	180	72	country	country	PROPN
easat-5683	180	73	germany	germany	PROPN
easat-5683	180	74	usa	usa	PROPN
easat-5683	180	75	usa	usa	PROPN
easat-5683	180	76	usa	usa	PROPN
easat-5683	180	77	usa	usa	PROPN
easat-5683	180	78	germany	germany	PROPN
easat-5683	180	79	usa	usa	PROPN
easat-5683	180	80	type	type	NOUN
easat-5683	180	81	of	of	ADP
easat-5683	180	82	study	study	NOUN
easat-5683	180	83	retrospective	retrospective	ADJ
easat-5683	180	84	cohort	cohort	NOUN
easat-5683	180	85	usability	usability	NOUN
easat-5683	180	86	study	study	NOUN
easat-5683	180	87	experimental	experimental	ADJ
easat-5683	180	88	mixed	mixed	ADJ
easat-5683	180	89	methods	method	NOUN
easat-5683	180	90	quality	quality	NOUN
easat-5683	180	91	improvement	improvement	NOUN
easat-5683	180	92	retrospecti	retrospecti	ADJ
easat-5683	180	93	ve	ve	NOUN
easat-5683	180	94	cohort	cohort	NOUN
easat-5683	180	95	quasiexperimental	quasiexperimental	ADJ
easat-5683	180	96	data	datum	NOUN
easat-5683	180	97	collection	collection	NOUN
easat-5683	180	98	method	method	NOUN
easat-5683	180	99	kaplan	kaplan	PROPN
easat-5683	180	100	-	-	PUNCT
easat-5683	180	101	meier	meier	PROPN
easat-5683	180	102	plots	plot	NOUN
easat-5683	180	103	,	,	PUNCT
easat-5683	180	104	cox	cox	PROPN
easat-5683	180	105	regression	regression	VERB
easat-5683	180	106	heuristic	heuristic	ADJ
easat-5683	180	107	analysis	analysis	NOUN
easat-5683	180	108	,	,	PUNCT
easat-5683	180	109	user	user	NOUN
easat-5683	180	110	testing	testing	NOUN
easat-5683	180	111	pam	pam	NOUN
easat-5683	180	112	(	(	PUNCT
easat-5683	180	113	patient	patient	ADJ
easat-5683	180	114	activation	activation	NOUN
easat-5683	180	115	measure	measure	NOUN
easat-5683	180	116	)	)	PUNCT
easat-5683	180	117	online	online	ADJ
easat-5683	180	118	surveys	survey	NOUN
easat-5683	180	119	,	,	PUNCT
easat-5683	180	120	interviews	interview	NOUN
easat-5683	180	121	,	,	PUNCT
easat-5683	180	122	focus	focus	NOUN
easat-5683	180	123	groups	group	NOUN
easat-5683	180	124	plan	plan	NOUN
easat-5683	180	125	-	-	PUNCT
easat-5683	180	126	do	do	AUX
easat-5683	180	127	-	-	PUNCT
easat-5683	180	128	studyact	studyact	NOUN
easat-5683	180	129	method	method	NOUN
easat-5683	180	130	device	device	NOUN
easat-5683	180	131	usage	usage	NOUN
easat-5683	180	132	tracking	tracking	NOUN
easat-5683	180	133	,	,	PUNCT
easat-5683	180	134	therapy	therapy	NOUN
easat-5683	180	135	termination	termination	NOUN
easat-5683	180	136	rates	rate	VERB
easat-5683	180	137	digital	digital	ADJ
easat-5683	180	138	engagement	engagement	NOUN
easat-5683	180	139	scales	scale	NOUN
easat-5683	180	140	none	none	NOUN
easat-5683	180	141	specified	specify	VERB
easat-5683	180	142	none	none	NOUN
easat-5683	180	143	specified	specify	VERB
easat-5683	180	144	standardized	standardized	ADJ
easat-5683	180	145	whiteboards	whiteboard	NOUN
easat-5683	180	146	none	none	NOUN
easat-5683	180	147	specified	specify	VERB
easat-5683	180	148	none	none	NOUN
easat-5683	180	149	specified	specify	VERB
easat-5683	180	150	none	none	NOUN
easat-5683	180	151	specified	specify	VERB
easat-5683	180	152	interventio	interventio	NOUN
easat-5683	180	153	ns	ns	NUM
easat-5683	180	154	telemonitori	telemonitori	PROPN
easat-5683	180	155	ng	ng	PROPN
easat-5683	180	156	and	and	CCONJ
easat-5683	180	157	patient	patient	ADJ
easat-5683	180	158	engagement	engagement	NOUN
easat-5683	180	159	tools	tool	NOUN
easat-5683	180	160	behavioral	behavioral	ADJ
easat-5683	180	161	economicsbased	economicsbase	VERB
easat-5683	180	162	design	design	NOUN
easat-5683	180	163	higher	high	ADJ
easat-5683	180	164	pam	pam	NOUN
easat-5683	180	165	scores	score	NOUN
easat-5683	180	166	associated	associate	VERB
easat-5683	180	167	with	with	ADP
easat-5683	180	168	whiteboard	whiteboard	NOUN
easat-5683	180	169	use	use	VERB
easat-5683	180	170	patient	patient	ADJ
easat-5683	180	171	feedback	feedback	NOUN
easat-5683	180	172	on	on	ADP
easat-5683	180	173	goal	goal	NOUN
easat-5683	180	174	-	-	PUNCT
easat-5683	180	175	hēm	hēm	NOUN
easat-5683	180	176	multidisciplina	multidisciplina	NOUN
easat-5683	180	177	ry	ry	PROPN
easat-5683	180	178	clinic	clinic	PROPN
easat-5683	180	179	,	,	PUNCT
easat-5683	180	180	patient	patient	ADJ
easat-5683	180	181	engagement	engagement	NOUN
easat-5683	180	182	tool	tool	NOUN
easat-5683	180	183	ehr	ehr	NOUN
easat-5683	180	184	with	with	ADP
easat-5683	180	185	the	the	DET
easat-5683	180	186	engagement	engagement	NOUN
easat-5683	180	187	tool	tool	NOUN
easat-5683	180	188	results	result	VERB
easat-5683	180	189	lower	low	ADJ
easat-5683	180	190	therapy	therapy	NOUN
easat-5683	180	191	termination	termination	NOUN
easat-5683	180	192	in	in	ADP
easat-5683	180	193	the	the	DET
easat-5683	180	194	app	app	NOUN
easat-5683	180	195	was	be	AUX
easat-5683	180	196	found	find	VERB
easat-5683	180	197	easy	easy	ADJ
easat-5683	180	198	to	to	PART
easat-5683	180	199	use	use	VERB
easat-5683	180	200	limited	limited	ADJ
easat-5683	180	201	sample	sample	NOUN
easat-5683	180	202	size	size	NOUN
easat-5683	180	203	,	,	PUNCT
easat-5683	180	204	generalizabili	generalizabili	NOUN
easat-5683	180	205	refinement	refinement	NOUN
easat-5683	180	206	based	base	VERB
easat-5683	180	207	on	on	ADP
easat-5683	180	208	patient	patient	ADJ
easat-5683	180	209	reduced	reduce	VERB
easat-5683	180	210	readmission	readmission	NOUN
easat-5683	180	211	rate	rate	NOUN
easat-5683	180	212	,	,	PUNCT
easat-5683	180	213	improved	improve	VERB
easat-5683	180	214	higher	high	ADJ
easat-5683	180	215	device	device	NOUN
easat-5683	180	216	usage	usage	NOUN
easat-5683	180	217	and	and	CCONJ
easat-5683	180	218	1719	1719	NUM
easat-5683	180	219	edelweiss	edelweiss	PROPN
easat-5683	180	220	applied	apply	VERB
easat-5683	180	221	science	science	NOUN
easat-5683	180	222	and	and	CCONJ
easat-5683	180	223	technology	technology	NOUN
easat-5683	180	224	issn	issn	PROPN
easat-5683	180	225	:	:	PUNCT
easat-5683	180	226	2576	2576	NUM
easat-5683	180	227	-	-	SYM
easat-5683	180	228	8484	8484	NUM
easat-5683	180	229	vol	vol	NOUN
easat-5683	180	230	.	.	PROPN
easat-5683	181	1	9	9	NUM
easat-5683	181	2	,	,	PUNCT
easat-5683	181	3	no	no	INTJ
easat-5683	181	4	.	.	NOUN
easat-5683	181	5	3	3	NUM
easat-5683	181	6	:	:	PUNCT
easat-5683	181	7	1711	1711	NUM
easat-5683	181	8	-	-	SYM
easat-5683	181	9	1724	1724	NUM
easat-5683	181	10	,	,	PUNCT
easat-5683	181	11	2025	2025	NUM
easat-5683	181	12	doi	doi	NOUN
easat-5683	181	13	:	:	PUNCT
easat-5683	181	14	10.55214/25768484.v9i3.5683	10.55214/25768484.v9i3.5683	NUM
easat-5683	181	15	©	©	PROPN
easat-5683	181	16	2025	2025	NUM
easat-5683	181	17	by	by	ADP
easat-5683	181	18	the	the	DET
easat-5683	181	19	author	author	NOUN
easat-5683	181	20	;	;	PUNCT
easat-5683	181	21	licensee	licensee	PROPN
easat-5683	181	22	learning	learning	NOUN
easat-5683	181	23	gate	gate	VERB
easat-5683	181	24	telemonitorin	telemonitorin	ADJ
easat-5683	181	25	g	g	PROPN
easat-5683	181	26	groups	group	NOUN
easat-5683	181	27	;	;	PUNCT
easat-5683	181	28	predictors	predictor	NOUN
easat-5683	181	29	of	of	ADP
easat-5683	181	30	termination	termination	NOUN
easat-5683	181	31	identified	identify	VERB
easat-5683	181	32	but	but	CCONJ
easat-5683	181	33	needs	need	VERB
easat-5683	181	34	ui	ui	PROPN
easat-5683	181	35	improveme	improveme	PROPN
easat-5683	181	36	nt	not	PART
easat-5683	181	37	ty	ty	INTJ
easat-5683	181	38	concerns	concern	NOUN
easat-5683	181	39	feedback	feedback	VERB
easat-5683	181	40	improved	improve	VERB
easat-5683	181	41	tool	tool	NOUN
easat-5683	181	42	relevance	relevance	NOUN
easat-5683	181	43	follow	follow	VERB
easat-5683	181	44	-	-	PUNCT
easat-5683	181	45	up	up	ADP
easat-5683	181	46	timing	timing	NOUN
easat-5683	181	47	lower	low	ADJ
easat-5683	181	48	leak	leak	NOUN
easat-5683	181	49	;	;	PUNCT
easat-5683	181	50	improved	improve	VERB
easat-5683	181	51	adherence	adherence	NOUN
easat-5683	181	52	limitations	limitation	NOUN
easat-5683	181	53	low	low	ADJ
easat-5683	181	54	specificity	specificity	NOUN
easat-5683	181	55	in	in	ADP
easat-5683	181	56	identifying	identify	VERB
easat-5683	181	57	nonconditions	noncondition	NOUN
easat-5683	181	58	limited	limit	VERB
easat-5683	181	59	user	user	NOUN
easat-5683	181	60	feedback	feedback	NOUN
easat-5683	181	61	;	;	PUNCT
easat-5683	181	62	further	further	ADJ
easat-5683	181	63	ui	ui	PROPN
easat-5683	181	64	developmen	developmen	PROPN
easat-5683	181	65	t	t	PROPN
easat-5683	181	66	is	be	AUX
easat-5683	181	67	needed	need	VERB
easat-5683	181	68	limited	limited	ADJ
easat-5683	181	69	participant	participant	ADJ
easat-5683	181	70	diversity	diversity	NOUN
easat-5683	181	71	;	;	PUNCT
easat-5683	181	72	feedback	feedback	NOUN
easat-5683	181	73	integration	integration	NOUN
easat-5683	181	74	complexity	complexity	NOUN
easat-5683	181	75	small	small	ADJ
easat-5683	181	76	sample	sample	NOUN
easat-5683	181	77	size	size	NOUN
easat-5683	181	78	;	;	PUNCT
easat-5683	181	79	short	short	ADJ
easat-5683	181	80	intervention	intervention	NOUN
easat-5683	181	81	period	period	NOUN
easat-5683	181	82	limited	limit	VERB
easat-5683	181	83	to	to	ADP
easat-5683	181	84	specific	specific	ADJ
easat-5683	181	85	ehr	ehr	NOUN
easat-5683	181	86	systems	system	NOUN
easat-5683	181	87	5.2.1	5.2.1	NUM
easat-5683	181	88	.	.	PUNCT
easat-5683	182	1	enhancing	enhance	VERB
easat-5683	182	2	model	model	NOUN
easat-5683	182	3	specificity	specificity	NOUN
easat-5683	182	4	one	one	NUM
easat-5683	182	5	of	of	ADP
easat-5683	182	6	the	the	DET
easat-5683	182	7	significant	significant	ADJ
easat-5683	182	8	challenges	challenge	NOUN
easat-5683	182	9	identified	identify	VERB
easat-5683	182	10	in	in	ADP
easat-5683	182	11	the	the	DET
easat-5683	182	12	current	current	ADJ
easat-5683	182	13	study	study	NOUN
easat-5683	182	14	is	be	AUX
easat-5683	182	15	the	the	DET
easat-5683	182	16	low	low	ADJ
easat-5683	182	17	specificity	specificity	NOUN
easat-5683	182	18	of	of	ADP
easat-5683	182	19	the	the	DET
easat-5683	182	20	diagnostic	diagnostic	ADJ
easat-5683	182	21	model	model	NOUN
easat-5683	182	22	(	(	PUNCT
easat-5683	182	23	8.3	8.3	NUM
easat-5683	182	24	%	%	NOUN
easat-5683	182	25	)	)	PUNCT
easat-5683	182	26	.	.	PUNCT
easat-5683	183	1	this	this	DET
easat-5683	183	2	low	low	ADJ
easat-5683	183	3	specificity	specificity	NOUN
easat-5683	183	4	suggests	suggest	VERB
easat-5683	183	5	a	a	DET
easat-5683	183	6	higher	high	ADJ
easat-5683	183	7	rate	rate	NOUN
easat-5683	183	8	of	of	ADP
easat-5683	183	9	false	false	ADJ
easat-5683	183	10	positives	positive	NOUN
easat-5683	183	11	,	,	PUNCT
easat-5683	183	12	which	which	PRON
easat-5683	183	13	can	can	AUX
easat-5683	183	14	lead	lead	VERB
easat-5683	183	15	to	to	ADP
easat-5683	183	16	unnecessary	unnecessary	ADJ
easat-5683	183	17	patient	patient	ADJ
easat-5683	183	18	anxiety	anxiety	NOUN
easat-5683	183	19	and	and	CCONJ
easat-5683	183	20	potential	potential	ADJ
easat-5683	183	21	mistrust	mistrust	NOUN
easat-5683	183	22	in	in	ADP
easat-5683	183	23	the	the	DET
easat-5683	183	24	diagnostic	diagnostic	ADJ
easat-5683	183	25	process	process	NOUN
easat-5683	183	26	.	.	PUNCT
easat-5683	184	1	future	future	ADJ
easat-5683	184	2	research	research	NOUN
easat-5683	184	3	should	should	AUX
easat-5683	184	4	focus	focus	VERB
easat-5683	184	5	on	on	ADP
easat-5683	184	6	developing	develop	VERB
easat-5683	184	7	and	and	CCONJ
easat-5683	184	8	integrating	integrate	VERB
easat-5683	184	9	advanced	advanced	ADJ
easat-5683	184	10	algorithms	algorithm	NOUN
easat-5683	184	11	that	that	PRON
easat-5683	184	12	improve	improve	VERB
easat-5683	184	13	the	the	DET
easat-5683	184	14	model	model	NOUN
easat-5683	184	15	's	's	PART
easat-5683	184	16	ability	ability	NOUN
easat-5683	184	17	to	to	PART
easat-5683	184	18	identify	identify	VERB
easat-5683	184	19	non	non	NOUN
easat-5683	184	20	-	-	NOUN
easat-5683	184	21	cases	case	NOUN
easat-5683	184	22	accurately	accurately	ADV
easat-5683	184	23	.	.	PUNCT
easat-5683	185	1	this	this	PRON
easat-5683	185	2	could	could	AUX
easat-5683	185	3	incorporate	incorporate	VERB
easat-5683	185	4	machine	machine	NOUN
easat-5683	185	5	learning	learn	VERB
easat-5683	185	6	techniques	technique	NOUN
easat-5683	185	7	to	to	PART
easat-5683	185	8	distinguish	distinguish	VERB
easat-5683	185	9	between	between	ADP
easat-5683	185	10	similar	similar	ADJ
easat-5683	185	11	conditions	condition	NOUN
easat-5683	185	12	more	more	ADV
easat-5683	185	13	precisely	precisely	ADV
easat-5683	185	14	.	.	PUNCT
easat-5683	186	1	a	a	DET
easat-5683	186	2	study	study	NOUN
easat-5683	186	3	woehrle	woehrle	NOUN
easat-5683	186	4	,	,	PUNCT
easat-5683	186	5	et	et	PROPN
easat-5683	186	6	al	al	PROPN
easat-5683	186	7	.	.	PUNCT
easat-5683	187	1	[	[	X
easat-5683	187	2	22	22	NUM
easat-5683	187	3	]	]	PUNCT
easat-5683	187	4	provides	provide	VERB
easat-5683	187	5	insights	insight	NOUN
easat-5683	187	6	into	into	ADP
easat-5683	187	7	how	how	SCONJ
easat-5683	187	8	advanced	advanced	ADJ
easat-5683	187	9	telemonitoring	telemonitoring	NOUN
easat-5683	187	10	and	and	CCONJ
easat-5683	187	11	ehr	ehr	NOUN
easat-5683	187	12	systems	system	NOUN
easat-5683	187	13	can	can	AUX
easat-5683	187	14	improve	improve	VERB
easat-5683	187	15	diagnostic	diagnostic	ADJ
easat-5683	187	16	accuracy	accuracy	NOUN
easat-5683	187	17	.	.	PUNCT
easat-5683	188	1	it	it	PRON
easat-5683	188	2	highlights	highlight	VERB
easat-5683	188	3	how	how	SCONJ
easat-5683	188	4	telemonitoring	telemonitoring	NOUN
easat-5683	188	5	-	-	PUNCT
easat-5683	188	6	guided	guide	VERB
easat-5683	188	7	proactive	proactive	ADJ
easat-5683	188	8	care	care	NOUN
easat-5683	188	9	can	can	AUX
easat-5683	188	10	lower	lower	VERB
easat-5683	188	11	therapy	therapy	NOUN
easat-5683	188	12	termination	termination	NOUN
easat-5683	188	13	rates	rate	NOUN
easat-5683	188	14	,	,	PUNCT
easat-5683	188	15	which	which	PRON
easat-5683	188	16	indirectly	indirectly	ADV
easat-5683	188	17	suggests	suggest	VERB
easat-5683	188	18	a	a	DET
easat-5683	188	19	potential	potential	NOUN
easat-5683	188	20	for	for	ADP
easat-5683	188	21	improved	improve	VERB
easat-5683	188	22	diagnostic	diagnostic	ADJ
easat-5683	188	23	specificity	specificity	NOUN
easat-5683	188	24	through	through	ADP
easat-5683	188	25	refined	refined	ADJ
easat-5683	188	26	data	data	NOUN
easat-5683	188	27	collection	collection	NOUN
easat-5683	188	28	and	and	CCONJ
easat-5683	188	29	analysis	analysis	NOUN
easat-5683	188	30	methods	method	NOUN
easat-5683	188	31	.	.	PUNCT
easat-5683	189	1	this	this	DET
easat-5683	189	2	study	study	NOUN
easat-5683	189	3	discusses	discuss	VERB
easat-5683	189	4	the	the	DET
easat-5683	189	5	impact	impact	NOUN
easat-5683	189	6	of	of	ADP
easat-5683	189	7	integrating	integrate	VERB
easat-5683	189	8	real	real	ADJ
easat-5683	189	9	-	-	PUNCT
easat-5683	189	10	time	time	NOUN
easat-5683	189	11	feedback	feedback	NOUN
easat-5683	189	12	tools	tool	NOUN
easat-5683	189	13	with	with	ADP
easat-5683	189	14	ehr	ehr	NOUN
easat-5683	189	15	systems	system	NOUN
easat-5683	189	16	,	,	PUNCT
easat-5683	189	17	indicating	indicate	VERB
easat-5683	189	18	that	that	SCONJ
easat-5683	189	19	incorporating	incorporate	VERB
easat-5683	189	20	such	such	ADJ
easat-5683	189	21	technologies	technology	NOUN
easat-5683	189	22	could	could	AUX
easat-5683	189	23	enhance	enhance	VERB
easat-5683	189	24	the	the	DET
easat-5683	189	25	diagnostic	diagnostic	ADJ
easat-5683	189	26	model	model	NOUN
easat-5683	189	27	's	's	PART
easat-5683	189	28	accuracy	accuracy	NOUN
easat-5683	189	29	and	and	CCONJ
easat-5683	189	30	specificity	specificity	NOUN
easat-5683	189	31	.	.	PUNCT
easat-5683	190	1	5.2.2	5.2.2	NUM
easat-5683	190	2	.	.	PUNCT
easat-5683	190	3	incorporating	incorporate	VERB
easat-5683	190	4	user	user	NOUN
easat-5683	190	5	feedback	feedback	NOUN
easat-5683	190	6	future	future	ADJ
easat-5683	190	7	research	research	NOUN
easat-5683	190	8	should	should	AUX
easat-5683	190	9	prioritize	prioritize	VERB
easat-5683	190	10	incorporating	incorporate	VERB
easat-5683	190	11	user	user	NOUN
easat-5683	190	12	feedback	feedback	NOUN
easat-5683	190	13	into	into	ADP
easat-5683	190	14	model	model	NOUN
easat-5683	190	15	development	development	NOUN
easat-5683	190	16	to	to	PART
easat-5683	190	17	ensure	ensure	VERB
easat-5683	190	18	that	that	SCONJ
easat-5683	190	19	diagnostic	diagnostic	ADJ
easat-5683	190	20	models	model	NOUN
easat-5683	190	21	meet	meet	VERB
easat-5683	190	22	the	the	DET
easat-5683	190	23	practical	practical	ADJ
easat-5683	190	24	needs	need	NOUN
easat-5683	190	25	of	of	ADP
easat-5683	190	26	both	both	DET
easat-5683	190	27	patients	patient	NOUN
easat-5683	190	28	and	and	CCONJ
easat-5683	190	29	healthcare	healthcare	NOUN
easat-5683	190	30	providers	provider	NOUN
easat-5683	190	31	.	.	PUNCT
easat-5683	191	1	this	this	PRON
easat-5683	191	2	can	can	AUX
easat-5683	191	3	be	be	AUX
easat-5683	191	4	achieved	achieve	VERB
easat-5683	191	5	through	through	ADP
easat-5683	191	6	iterative	iterative	NOUN
easat-5683	191	7	testing	testing	NOUN
easat-5683	191	8	and	and	CCONJ
easat-5683	191	9	refinement	refinement	NOUN
easat-5683	191	10	processes	process	NOUN
easat-5683	191	11	involving	involve	VERB
easat-5683	191	12	diverse	diverse	ADJ
easat-5683	191	13	user	user	NOUN
easat-5683	191	14	groups	group	NOUN
easat-5683	191	15	.	.	PUNCT
easat-5683	192	1	engaging	engage	VERB
easat-5683	192	2	end	end	NOUN
easat-5683	192	3	-	-	PUNCT
easat-5683	192	4	users	user	NOUN
easat-5683	192	5	in	in	ADP
easat-5683	192	6	the	the	DET
easat-5683	192	7	design	design	NOUN
easat-5683	192	8	and	and	CCONJ
easat-5683	192	9	evaluation	evaluation	NOUN
easat-5683	192	10	phases	phase	NOUN
easat-5683	192	11	can	can	AUX
easat-5683	192	12	help	help	AUX
easat-5683	192	13	identify	identify	VERB
easat-5683	192	14	usability	usability	NOUN
easat-5683	192	15	issues	issue	NOUN
easat-5683	192	16	and	and	CCONJ
easat-5683	192	17	areas	area	NOUN
easat-5683	192	18	for	for	ADP
easat-5683	192	19	improvement	improvement	NOUN
easat-5683	192	20	.	.	PUNCT
easat-5683	193	1	research	research	NOUN
easat-5683	193	2	at	at	ADP
easat-5683	193	3	milliren	milliren	PROPN
easat-5683	193	4	,	,	PUNCT
easat-5683	193	5	et	et	PROPN
easat-5683	193	6	al	al	PROPN
easat-5683	193	7	.	.	PUNCT
easat-5683	194	1	[	[	X
easat-5683	194	2	25	25	NUM
easat-5683	194	3	]	]	PUNCT
easat-5683	194	4	demonstrates	demonstrate	VERB
easat-5683	194	5	the	the	DET
easat-5683	194	6	benefits	benefit	NOUN
easat-5683	194	7	of	of	ADP
easat-5683	194	8	incorporating	incorporate	VERB
easat-5683	194	9	patient	patient	ADJ
easat-5683	194	10	feedback	feedback	NOUN
easat-5683	194	11	into	into	ADP
easat-5683	194	12	digital	digital	ADJ
easat-5683	194	13	tools	tool	NOUN
easat-5683	194	14	for	for	ADP
easat-5683	194	15	hemophilia	hemophilia	NOUN
easat-5683	194	16	care	care	NOUN
easat-5683	194	17	.	.	PUNCT
easat-5683	195	1	their	their	PRON
easat-5683	195	2	approach	approach	NOUN
easat-5683	195	3	of	of	ADP
easat-5683	195	4	refining	refining	NOUN
easat-5683	195	5	tools	tool	NOUN
easat-5683	195	6	based	base	VERB
easat-5683	195	7	on	on	ADP
easat-5683	195	8	patient	patient	NOUN
easat-5683	195	9	and	and	CCONJ
easat-5683	195	10	caregiver	caregiver	NOUN
easat-5683	195	11	input	input	NOUN
easat-5683	195	12	can	can	AUX
easat-5683	195	13	be	be	AUX
easat-5683	195	14	adapted	adapt	VERB
easat-5683	195	15	to	to	ADP
easat-5683	195	16	diagnostic	diagnostic	ADJ
easat-5683	195	17	model	model	NOUN
easat-5683	195	18	development	development	NOUN
easat-5683	195	19	.	.	PUNCT
easat-5683	196	1	by	by	ADP
easat-5683	196	2	systematically	systematically	ADV
easat-5683	196	3	collecting	collect	VERB
easat-5683	196	4	and	and	CCONJ
easat-5683	196	5	analyzing	analyze	VERB
easat-5683	196	6	user	user	NOUN
easat-5683	196	7	feedback	feedback	NOUN
easat-5683	196	8	,	,	PUNCT
easat-5683	196	9	researchers	researcher	NOUN
easat-5683	196	10	can	can	AUX
easat-5683	196	11	enhance	enhance	VERB
easat-5683	196	12	the	the	DET
easat-5683	196	13	relevance	relevance	NOUN
easat-5683	196	14	and	and	CCONJ
easat-5683	196	15	effectiveness	effectiveness	NOUN
easat-5683	196	16	of	of	ADP
easat-5683	196	17	diagnostic	diagnostic	ADJ
easat-5683	196	18	models	model	NOUN
easat-5683	196	19	,	,	PUNCT
easat-5683	196	20	leading	lead	VERB
easat-5683	196	21	to	to	ADP
easat-5683	196	22	better	well	ADJ
easat-5683	196	23	patient	patient	ADJ
easat-5683	196	24	outcomes	outcome	NOUN
easat-5683	196	25	and	and	CCONJ
easat-5683	196	26	improved	improve	VERB
easat-5683	196	27	patient	patient	ADJ
easat-5683	196	28	-	-	PUNCT
easat-5683	196	29	doctor	doctor	NOUN
easat-5683	196	30	interactions	interaction	NOUN
easat-5683	196	31	.	.	PUNCT
easat-5683	197	1	5.2.3	5.2.3	X
easat-5683	197	2	.	.	PUNCT
easat-5683	197	3	expanding	expand	VERB
easat-5683	197	4	generalizability	generalizability	NOUN
easat-5683	197	5	the	the	DET
easat-5683	197	6	generalizability	generalizability	NOUN
easat-5683	197	7	of	of	ADP
easat-5683	197	8	diagnostic	diagnostic	ADJ
easat-5683	197	9	models	model	NOUN
easat-5683	197	10	is	be	AUX
easat-5683	197	11	a	a	DET
easat-5683	197	12	crucial	crucial	ADJ
easat-5683	197	13	factor	factor	NOUN
easat-5683	197	14	for	for	ADP
easat-5683	197	15	their	their	PRON
easat-5683	197	16	effectiveness	effectiveness	NOUN
easat-5683	197	17	in	in	ADP
easat-5683	197	18	diverse	diverse	ADJ
easat-5683	197	19	clinical	clinical	ADJ
easat-5683	197	20	settings	setting	NOUN
easat-5683	197	21	.	.	PUNCT
easat-5683	198	1	to	to	PART
easat-5683	198	2	address	address	VERB
easat-5683	198	3	this	this	PRON
easat-5683	198	4	,	,	PUNCT
easat-5683	198	5	future	future	ADJ
easat-5683	198	6	studies	study	NOUN
easat-5683	198	7	should	should	AUX
easat-5683	198	8	use	use	VERB
easat-5683	198	9	larger	large	ADJ
easat-5683	198	10	and	and	CCONJ
easat-5683	198	11	more	more	ADV
easat-5683	198	12	varied	varied	ADJ
easat-5683	198	13	datasets	dataset	NOUN
easat-5683	198	14	that	that	PRON
easat-5683	198	15	reflect	reflect	VERB
easat-5683	198	16	a	a	DET
easat-5683	198	17	wide	wide	ADJ
easat-5683	198	18	range	range	NOUN
easat-5683	198	19	of	of	ADP
easat-5683	198	20	medical	medical	ADJ
easat-5683	198	21	conditions	condition	NOUN
easat-5683	198	22	and	and	CCONJ
easat-5683	198	23	patient	patient	ADJ
easat-5683	198	24	demographics	demographic	NOUN
easat-5683	198	25	.	.	PUNCT
easat-5683	199	1	this	this	PRON
easat-5683	199	2	will	will	AUX
easat-5683	199	3	help	help	VERB
easat-5683	199	4	develop	develop	VERB
easat-5683	199	5	applicable	applicable	ADJ
easat-5683	199	6	models	model	NOUN
easat-5683	199	7	across	across	ADP
easat-5683	199	8	various	various	ADJ
easat-5683	199	9	healthcare	healthcare	NOUN
easat-5683	199	10	settings	setting	NOUN
easat-5683	199	11	and	and	CCONJ
easat-5683	199	12	populations	population	NOUN
easat-5683	199	13	.	.	PUNCT
easat-5683	200	1	studies	study	NOUN
easat-5683	200	2	indeshpande	indeshpande	PROPN
easat-5683	200	3	,	,	PUNCT
easat-5683	200	4	et	et	PROPN
easat-5683	200	5	al	al	PROPN
easat-5683	200	6	.	.	PUNCT
easat-5683	201	1	[	[	X
easat-5683	201	2	23	23	NUM
easat-5683	201	3	]	]	X
easat-5683	201	4	andcharteris	andcharteri	NOUN
easat-5683	201	5	and	and	CCONJ
easat-5683	201	6	pounds	pound	NOUN
easat-5683	202	1	[	[	X
easat-5683	202	2	26	26	NUM
easat-5683	202	3	]	]	PUNCT
easat-5683	202	4	emphasize	emphasize	VERB
easat-5683	202	5	the	the	DET
easat-5683	202	6	importance	importance	NOUN
easat-5683	202	7	of	of	ADP
easat-5683	202	8	broad	broad	ADJ
easat-5683	202	9	user	user	NOUN
easat-5683	202	10	engagement	engagement	NOUN
easat-5683	202	11	in	in	ADP
easat-5683	202	12	improving	improve	VERB
easat-5683	202	13	healthcare	healthcare	NOUN
easat-5683	202	14	tools	tool	NOUN
easat-5683	202	15	.	.	PUNCT
easat-5683	203	1	deshpande	deshpande	PROPN
easat-5683	203	2	,	,	PUNCT
easat-5683	203	3	et	et	PROPN
easat-5683	203	4	al	al	PROPN
easat-5683	203	5	.	.	PUNCT
easat-5683	204	1	[	[	X
easat-5683	204	2	23	23	NUM
easat-5683	204	3	]	]	PUNCT
easat-5683	204	4	study	study	NOUN
easat-5683	204	5	on	on	ADP
easat-5683	204	6	opioid	opioid	ADJ
easat-5683	204	7	management	management	NOUN
easat-5683	204	8	apps	app	NOUN
easat-5683	204	9	illustrates	illustrate	VERB
easat-5683	204	10	the	the	DET
easat-5683	204	11	need	need	NOUN
easat-5683	204	12	for	for	ADP
easat-5683	204	13	inclusive	inclusive	ADJ
easat-5683	204	14	design	design	NOUN
easat-5683	204	15	to	to	PART
easat-5683	204	16	ensure	ensure	VERB
easat-5683	204	17	effectiveness	effectiveness	NOUN
easat-5683	204	18	across	across	ADP
easat-5683	204	19	different	different	ADJ
easat-5683	204	20	patient	patient	ADJ
easat-5683	204	21	groups	group	NOUN
easat-5683	204	22	.	.	PUNCT
easat-5683	205	1	charteris	charteris	NOUN
easat-5683	205	2	and	and	CCONJ
easat-5683	205	3	pounds	pound	NOUN
easat-5683	206	1	[	[	X
easat-5683	206	2	26	26	NUM
easat-5683	206	3	]	]	PUNCT
easat-5683	206	4	on	on	ADP
easat-5683	206	5	heart	heart	NOUN
easat-5683	206	6	failure	failure	NOUN
easat-5683	206	7	management	management	NOUN
easat-5683	206	8	highlights	highlight	NOUN
easat-5683	206	9	how	how	SCONJ
easat-5683	206	10	incorporating	incorporate	VERB
easat-5683	206	11	diverse	diverse	ADJ
easat-5683	206	12	patient	patient	ADJ
easat-5683	206	13	populations	population	NOUN
easat-5683	206	14	can	can	AUX
easat-5683	206	15	enhance	enhance	VERB
easat-5683	206	16	the	the	DET
easat-5683	206	17	applicability	applicability	NOUN
easat-5683	206	18	and	and	CCONJ
easat-5683	206	19	impact	impact	NOUN
easat-5683	206	20	of	of	ADP
easat-5683	206	21	healthcare	healthcare	NOUN
easat-5683	206	22	interventions	intervention	NOUN
easat-5683	206	23	.	.	PUNCT
easat-5683	207	1	future	future	ADJ
easat-5683	207	2	research	research	NOUN
easat-5683	207	3	should	should	AUX
easat-5683	207	4	build	build	VERB
easat-5683	207	5	on	on	ADP
easat-5683	207	6	these	these	DET
easat-5683	207	7	findings	finding	NOUN
easat-5683	207	8	by	by	ADP
easat-5683	207	9	including	include	VERB
easat-5683	207	10	varied	varied	ADJ
easat-5683	207	11	datasets	dataset	NOUN
easat-5683	207	12	in	in	ADP
easat-5683	207	13	diagnostic	diagnostic	ADJ
easat-5683	207	14	model	model	NOUN
easat-5683	207	15	development	development	NOUN
easat-5683	207	16	.	.	PUNCT
easat-5683	208	1	1720	1720	NUM
easat-5683	208	2	edelweiss	edelweiss	PROPN
easat-5683	208	3	applied	apply	VERB
easat-5683	208	4	science	science	NOUN
easat-5683	208	5	and	and	CCONJ
easat-5683	208	6	technology	technology	NOUN
easat-5683	208	7	issn	issn	PROPN
easat-5683	208	8	:	:	PUNCT
easat-5683	208	9	2576	2576	NUM
easat-5683	208	10	-	-	SYM
easat-5683	208	11	8484	8484	NUM
easat-5683	208	12	vol	vol	NOUN
easat-5683	208	13	.	.	PROPN
easat-5683	209	1	9	9	NUM
easat-5683	209	2	,	,	PUNCT
easat-5683	209	3	no	no	INTJ
easat-5683	209	4	.	.	NOUN
easat-5683	209	5	3	3	NUM
easat-5683	209	6	:	:	PUNCT
easat-5683	209	7	1711	1711	NUM
easat-5683	209	8	-	-	SYM
easat-5683	209	9	1724	1724	NUM
easat-5683	209	10	,	,	PUNCT
easat-5683	209	11	2025	2025	NUM
easat-5683	209	12	doi	doi	NOUN
easat-5683	209	13	:	:	PUNCT
easat-5683	209	14	10.55214/25768484.v9i3.5683	10.55214/25768484.v9i3.5683	NUM
easat-5683	209	15	©	©	PROPN
easat-5683	209	16	2025	2025	NUM
easat-5683	209	17	by	by	ADP
easat-5683	209	18	the	the	DET
easat-5683	209	19	author	author	NOUN
easat-5683	209	20	;	;	PUNCT
easat-5683	209	21	licensee	licensee	PROPN
easat-5683	209	22	learning	learning	NOUN
easat-5683	209	23	gate	gate	NOUN
easat-5683	209	24	5.2.4	5.2.4	NUM
easat-5683	209	25	.	.	PUNCT
easat-5683	210	1	improving	improve	VERB
easat-5683	210	2	integration	integration	NOUN
easat-5683	210	3	with	with	ADP
easat-5683	210	4	healthcare	healthcare	PROPN
easat-5683	210	5	systems	system	NOUN
easat-5683	210	6	future	future	PROPN
easat-5683	210	7	research	research	NOUN
easat-5683	210	8	:	:	PUNCT
easat-5683	210	9	seamless	seamless	ADJ
easat-5683	210	10	integration	integration	NOUN
easat-5683	210	11	of	of	ADP
easat-5683	210	12	diagnostic	diagnostic	ADJ
easat-5683	210	13	models	model	NOUN
easat-5683	210	14	with	with	ADP
easat-5683	210	15	existing	exist	VERB
easat-5683	210	16	healthcare	healthcare	NOUN
easat-5683	210	17	systems	system	NOUN
easat-5683	210	18	and	and	CCONJ
easat-5683	210	19	ehrs	ehrs	PROPN
easat-5683	210	20	is	be	AUX
easat-5683	210	21	essential	essential	ADJ
easat-5683	210	22	for	for	ADP
easat-5683	210	23	their	their	PRON
easat-5683	210	24	practical	practical	ADJ
easat-5683	210	25	application	application	NOUN
easat-5683	210	26	.	.	PUNCT
easat-5683	211	1	future	future	ADJ
easat-5683	211	2	research	research	NOUN
easat-5683	211	3	should	should	AUX
easat-5683	211	4	explore	explore	VERB
easat-5683	211	5	strategies	strategy	NOUN
easat-5683	211	6	for	for	ADP
easat-5683	211	7	integrating	integrate	VERB
easat-5683	211	8	diagnostic	diagnostic	ADJ
easat-5683	211	9	tools	tool	NOUN
easat-5683	211	10	into	into	ADP
easat-5683	211	11	clinical	clinical	ADJ
easat-5683	211	12	workflows	workflow	NOUN
easat-5683	211	13	,	,	PUNCT
easat-5683	211	14	ensuring	ensure	VERB
easat-5683	211	15	they	they	PRON
easat-5683	211	16	complement	complement	VERB
easat-5683	211	17	rather	rather	ADV
easat-5683	211	18	than	than	ADP
easat-5683	211	19	disrupt	disrupt	VERB
easat-5683	211	20	existing	exist	VERB
easat-5683	211	21	practices	practice	NOUN
easat-5683	211	22	.	.	PUNCT
easat-5683	212	1	this	this	PRON
easat-5683	212	2	includes	include	VERB
easat-5683	212	3	developing	develop	VERB
easat-5683	212	4	interfaces	interface	NOUN
easat-5683	212	5	allowing	allow	VERB
easat-5683	212	6	smooth	smooth	ADJ
easat-5683	212	7	data	datum	NOUN
easat-5683	212	8	exchange	exchange	NOUN
easat-5683	212	9	between	between	ADP
easat-5683	212	10	diagnostic	diagnostic	ADJ
easat-5683	212	11	models	model	NOUN
easat-5683	212	12	and	and	CCONJ
easat-5683	212	13	ehr	ehr	NOUN
easat-5683	212	14	systems	system	NOUN
easat-5683	212	15	.	.	PUNCT
easat-5683	213	1	research	research	NOUN
easat-5683	213	2	at	at	ADP
easat-5683	213	3	asan	asan	ADJ
easat-5683	213	4	,	,	PUNCT
easat-5683	213	5	et	et	PROPN
easat-5683	213	6	al	al	PROPN
easat-5683	213	7	.	.	PUNCT
easat-5683	214	1	[	[	X
easat-5683	214	2	27	27	NUM
easat-5683	214	3	]	]	PUNCT
easat-5683	214	4	discusses	discuss	VERB
easat-5683	214	5	how	how	SCONJ
easat-5683	214	6	ehr	ehr	NOUN
easat-5683	214	7	systems	system	NOUN
easat-5683	214	8	can	can	AUX
easat-5683	214	9	enhance	enhance	VERB
easat-5683	214	10	patient	patient	ADJ
easat-5683	214	11	engagement	engagement	NOUN
easat-5683	214	12	through	through	ADP
easat-5683	214	13	real	real	ADJ
easat-5683	214	14	-	-	PUNCT
easat-5683	214	15	time	time	NOUN
easat-5683	214	16	feedback	feedback	NOUN
easat-5683	214	17	tools	tool	NOUN
easat-5683	214	18	.	.	PUNCT
easat-5683	215	1	their	their	PRON
easat-5683	215	2	findings	finding	NOUN
easat-5683	215	3	suggest	suggest	VERB
easat-5683	215	4	that	that	SCONJ
easat-5683	215	5	integrating	integrate	VERB
easat-5683	215	6	diagnostic	diagnostic	ADJ
easat-5683	215	7	models	model	NOUN
easat-5683	215	8	with	with	ADP
easat-5683	215	9	ehr	ehr	NOUN
easat-5683	215	10	systems	system	NOUN
easat-5683	215	11	could	could	AUX
easat-5683	215	12	improve	improve	VERB
easat-5683	215	13	the	the	DET
easat-5683	215	14	accuracy	accuracy	NOUN
easat-5683	215	15	and	and	CCONJ
easat-5683	215	16	efficiency	efficiency	NOUN
easat-5683	215	17	of	of	ADP
easat-5683	215	18	patient	patient	ADJ
easat-5683	215	19	care	care	NOUN
easat-5683	215	20	.	.	PUNCT
easat-5683	216	1	future	future	ADJ
easat-5683	216	2	studies	study	NOUN
easat-5683	216	3	should	should	AUX
easat-5683	216	4	focus	focus	VERB
easat-5683	216	5	on	on	ADP
easat-5683	216	6	developing	develop	VERB
easat-5683	216	7	integration	integration	NOUN
easat-5683	216	8	strategies	strategy	NOUN
easat-5683	216	9	that	that	PRON
easat-5683	216	10	facilitate	facilitate	VERB
easat-5683	216	11	the	the	DET
easat-5683	216	12	use	use	NOUN
easat-5683	216	13	of	of	ADP
easat-5683	216	14	diagnostic	diagnostic	ADJ
easat-5683	216	15	tools	tool	NOUN
easat-5683	216	16	in	in	ADP
easat-5683	216	17	everyday	everyday	ADJ
easat-5683	216	18	clinical	clinical	ADJ
easat-5683	216	19	practice	practice	NOUN
easat-5683	216	20	,	,	PUNCT
easat-5683	216	21	thereby	thereby	ADV
easat-5683	216	22	enhancing	enhance	VERB
easat-5683	216	23	overall	overall	ADJ
easat-5683	216	24	healthcare	healthcare	NOUN
easat-5683	216	25	delivery	delivery	NOUN
easat-5683	216	26	.	.	PUNCT
easat-5683	217	1	5.2.5	5.2.5	X
easat-5683	217	2	.	.	PUNCT
easat-5683	217	3	addressing	address	VERB
easat-5683	217	4	cultural	cultural	ADJ
easat-5683	217	5	barriers	barrier	NOUN
easat-5683	217	6	it	it	PRON
easat-5683	217	7	is	be	AUX
easat-5683	217	8	crucial	crucial	ADJ
easat-5683	217	9	to	to	PART
easat-5683	217	10	address	address	VERB
easat-5683	217	11	cultural	cultural	ADJ
easat-5683	217	12	and	and	CCONJ
easat-5683	217	13	linguistic	linguistic	ADJ
easat-5683	217	14	barriers	barrier	NOUN
easat-5683	217	15	to	to	PART
easat-5683	217	16	ensure	ensure	VERB
easat-5683	217	17	that	that	SCONJ
easat-5683	217	18	diagnostic	diagnostic	ADJ
easat-5683	217	19	models	model	NOUN
easat-5683	217	20	are	be	AUX
easat-5683	217	21	effective	effective	ADJ
easat-5683	217	22	for	for	ADP
easat-5683	217	23	all	all	DET
easat-5683	217	24	patients	patient	NOUN
easat-5683	217	25	.	.	PUNCT
easat-5683	218	1	future	future	ADJ
easat-5683	218	2	research	research	NOUN
easat-5683	218	3	should	should	AUX
easat-5683	218	4	focus	focus	VERB
easat-5683	218	5	on	on	ADP
easat-5683	218	6	developing	develop	VERB
easat-5683	218	7	multilingual	multilingual	ADJ
easat-5683	218	8	interfaces	interface	NOUN
easat-5683	218	9	and	and	CCONJ
easat-5683	218	10	culturally	culturally	ADV
easat-5683	218	11	sensitive	sensitive	ADJ
easat-5683	218	12	communication	communication	NOUN
easat-5683	218	13	strategies	strategy	NOUN
easat-5683	218	14	.	.	PUNCT
easat-5683	219	1	this	this	PRON
easat-5683	219	2	includes	include	VERB
easat-5683	219	3	creating	create	VERB
easat-5683	219	4	diagnostic	diagnostic	ADJ
easat-5683	219	5	tools	tool	NOUN
easat-5683	219	6	that	that	PRON
easat-5683	219	7	accommodate	accommodate	VERB
easat-5683	219	8	diverse	diverse	ADJ
easat-5683	219	9	linguistic	linguistic	ADJ
easat-5683	219	10	and	and	CCONJ
easat-5683	219	11	cultural	cultural	ADJ
easat-5683	219	12	needs	need	NOUN
easat-5683	219	13	and	and	CCONJ
easat-5683	219	14	ensuring	ensure	VERB
easat-5683	219	15	patients	patient	NOUN
easat-5683	219	16	receive	receive	VERB
easat-5683	219	17	clear	clear	ADJ
easat-5683	219	18	and	and	CCONJ
easat-5683	219	19	accurate	accurate	ADJ
easat-5683	219	20	information	information	NOUN
easat-5683	219	21	about	about	ADP
easat-5683	219	22	their	their	PRON
easat-5683	219	23	health	health	NOUN
easat-5683	219	24	.	.	PUNCT
easat-5683	220	1	studies	study	NOUN
easat-5683	220	2	neu	neu	PROPN
easat-5683	220	3	,	,	PUNCT
easat-5683	220	4	et	et	PROPN
easat-5683	220	5	al	al	PROPN
easat-5683	220	6	.	.	PUNCT
easat-5683	221	1	[	[	X
easat-5683	221	2	24	24	NUM
easat-5683	221	3	]	]	PUNCT
easat-5683	221	4	and	and	CCONJ
easat-5683	221	5	polinski	polinski	NOUN
easat-5683	221	6	,	,	PUNCT
easat-5683	221	7	et	et	PROPN
easat-5683	221	8	al	al	PROPN
easat-5683	221	9	.	.	PUNCT
easat-5683	222	1	[	[	X
easat-5683	222	2	28	28	NUM
easat-5683	222	3	]	]	X
easat-5683	222	4	highlight	highlight	VERB
easat-5683	222	5	the	the	DET
easat-5683	222	6	importance	importance	NOUN
easat-5683	222	7	of	of	ADP
easat-5683	222	8	clear	clear	ADJ
easat-5683	222	9	communication	communication	NOUN
easat-5683	222	10	in	in	ADP
easat-5683	222	11	patient	patient	ADJ
easat-5683	222	12	engagement	engagement	NOUN
easat-5683	222	13	.	.	PUNCT
easat-5683	223	1	polinski	polinski	PROPN
easat-5683	223	2	’s	’s	PART
easat-5683	223	3	study	study	PROPN
easat-5683	223	4	neu	neu	PROPN
easat-5683	223	5	,	,	PUNCT
easat-5683	223	6	et	et	PROPN
easat-5683	223	7	al	al	PROPN
easat-5683	223	8	.	.	PUNCT
easat-5683	224	1	[	[	X
easat-5683	224	2	24	24	NUM
easat-5683	224	3	]	]	PUNCT
easat-5683	224	4	on	on	ADP
easat-5683	224	5	preventive	preventive	ADJ
easat-5683	224	6	service	service	NOUN
easat-5683	224	7	uptake	uptake	NOUN
easat-5683	224	8	demonstrates	demonstrate	VERB
easat-5683	224	9	the	the	DET
easat-5683	224	10	potential	potential	NOUN
easat-5683	224	11	of	of	ADP
easat-5683	224	12	personalized	personalized	ADJ
easat-5683	224	13	education	education	NOUN
easat-5683	224	14	tools	tool	NOUN
easat-5683	224	15	to	to	PART
easat-5683	224	16	improve	improve	VERB
easat-5683	224	17	patient	patient	ADJ
easat-5683	224	18	care	care	NOUN
easat-5683	224	19	.	.	PUNCT
easat-5683	225	1	neu	neu	PROPN
easat-5683	225	2	,	,	PUNCT
easat-5683	225	3	et	et	PROPN
easat-5683	225	4	al	al	PROPN
easat-5683	225	5	.	.	PUNCT
easat-5683	226	1	[	[	X
easat-5683	226	2	24	24	NUM
easat-5683	226	3	]	]	PUNCT
easat-5683	226	4	research	research	NOUN
easat-5683	226	5	polinski	polinski	NOUN
easat-5683	226	6	,	,	PUNCT
easat-5683	226	7	et	et	PROPN
easat-5683	226	8	al	al	PROPN
easat-5683	226	9	.	.	PUNCT
easat-5683	227	1	[	[	X
easat-5683	227	2	28	28	NUM
easat-5683	227	3	]	]	PUNCT
easat-5683	227	4	on	on	ADP
easat-5683	227	5	whiteboard	whiteboard	NOUN
easat-5683	227	6	communication	communication	NOUN
easat-5683	227	7	in	in	ADP
easat-5683	227	8	primary	primary	ADJ
easat-5683	227	9	care	care	NOUN
easat-5683	227	10	underscores	underscore	VERB
easat-5683	227	11	the	the	DET
easat-5683	227	12	benefits	benefit	NOUN
easat-5683	227	13	of	of	ADP
easat-5683	227	14	structured	structured	ADJ
easat-5683	227	15	communication	communication	NOUN
easat-5683	227	16	strategies	strategy	NOUN
easat-5683	227	17	.	.	PUNCT
easat-5683	228	1	future	future	ADJ
easat-5683	228	2	research	research	NOUN
easat-5683	228	3	should	should	AUX
easat-5683	228	4	build	build	VERB
easat-5683	228	5	on	on	ADP
easat-5683	228	6	these	these	DET
easat-5683	228	7	insights	insight	NOUN
easat-5683	228	8	by	by	ADP
easat-5683	228	9	incorporating	incorporate	VERB
easat-5683	228	10	techniques	technique	NOUN
easat-5683	228	11	to	to	PART
easat-5683	228	12	overcome	overcome	VERB
easat-5683	228	13	cultural	cultural	ADJ
easat-5683	228	14	and	and	CCONJ
easat-5683	228	15	linguistic	linguistic	ADJ
easat-5683	228	16	barriers	barrier	NOUN
easat-5683	228	17	in	in	ADP
easat-5683	228	18	diagnostic	diagnostic	ADJ
easat-5683	228	19	model	model	NOUN
easat-5683	228	20	development	development	NOUN
easat-5683	228	21	.	.	PUNCT
easat-5683	229	1	5.2.6	5.2.6	X
easat-5683	229	2	.	.	PUNCT
easat-5683	229	3	evaluating	evaluate	VERB
easat-5683	229	4	long	long	ADJ
easat-5683	229	5	-	-	PUNCT
easat-5683	229	6	term	term	NOUN
easat-5683	229	7	impact	impact	NOUN
easat-5683	229	8	conducting	conduct	VERB
easat-5683	229	9	longitudinal	longitudinal	ADJ
easat-5683	229	10	studies	study	NOUN
easat-5683	229	11	to	to	PART
easat-5683	229	12	evaluate	evaluate	VERB
easat-5683	229	13	the	the	DET
easat-5683	229	14	long	long	ADJ
easat-5683	229	15	-	-	PUNCT
easat-5683	229	16	term	term	NOUN
easat-5683	229	17	impact	impact	NOUN
easat-5683	229	18	of	of	ADP
easat-5683	229	19	diagnostic	diagnostic	ADJ
easat-5683	229	20	models	model	NOUN
easat-5683	229	21	is	be	AUX
easat-5683	229	22	essential	essential	ADJ
easat-5683	229	23	for	for	ADP
easat-5683	229	24	understanding	understand	VERB
easat-5683	229	25	their	their	PRON
easat-5683	229	26	effectiveness	effectiveness	NOUN
easat-5683	229	27	over	over	ADP
easat-5683	229	28	time	time	NOUN
easat-5683	229	29	.	.	PUNCT
easat-5683	230	1	future	future	ADJ
easat-5683	230	2	research	research	NOUN
easat-5683	230	3	should	should	AUX
easat-5683	230	4	track	track	VERB
easat-5683	230	5	the	the	DET
easat-5683	230	6	impact	impact	NOUN
easat-5683	230	7	of	of	ADP
easat-5683	230	8	these	these	DET
easat-5683	230	9	tools	tool	NOUN
easat-5683	230	10	on	on	ADP
easat-5683	230	11	patient	patient	ADJ
easat-5683	230	12	outcomes	outcome	NOUN
easat-5683	230	13	,	,	PUNCT
easat-5683	230	14	patient	patient	ADJ
easat-5683	230	15	-	-	PUNCT
easat-5683	230	16	doctor	doctor	NOUN
easat-5683	230	17	relationships	relationship	NOUN
easat-5683	230	18	,	,	PUNCT
easat-5683	230	19	and	and	CCONJ
easat-5683	230	20	overall	overall	ADJ
easat-5683	230	21	healthcare	healthcare	NOUN
easat-5683	230	22	delivery	delivery	NOUN
easat-5683	230	23	.	.	PUNCT
easat-5683	231	1	this	this	PRON
easat-5683	231	2	will	will	AUX
easat-5683	231	3	provide	provide	VERB
easat-5683	231	4	valuable	valuable	ADJ
easat-5683	231	5	insights	insight	NOUN
easat-5683	231	6	into	into	ADP
easat-5683	231	7	how	how	SCONJ
easat-5683	231	8	diagnostic	diagnostic	ADJ
easat-5683	231	9	models	model	NOUN
easat-5683	231	10	perform	perform	VERB
easat-5683	231	11	in	in	ADP
easat-5683	231	12	real	real	ADJ
easat-5683	231	13	-	-	PUNCT
easat-5683	231	14	world	world	NOUN
easat-5683	231	15	settings	setting	NOUN
easat-5683	231	16	and	and	CCONJ
easat-5683	231	17	inform	inform	VERB
easat-5683	231	18	future	future	ADJ
easat-5683	231	19	improvements	improvement	NOUN
easat-5683	231	20	.	.	PUNCT
easat-5683	232	1	related	relate	VERB
easat-5683	232	2	workwoehrle	workwoehrle	NOUN
easat-5683	232	3	,	,	PUNCT
easat-5683	232	4	et	et	PROPN
easat-5683	232	5	al	al	PROPN
easat-5683	232	6	.	.	PUNCT
easat-5683	233	1	[	[	X
easat-5683	233	2	22	22	NUM
easat-5683	233	3	]	]	PUNCT
easat-5683	233	4	and	and	CCONJ
easat-5683	233	5	charteris	charteris	NOUN
easat-5683	233	6	and	and	CCONJ
easat-5683	233	7	pounds	pound	NOUN
easat-5683	233	8	[	[	X
easat-5683	233	9	26	26	NUM
easat-5683	233	10	]	]	PUNCT
easat-5683	233	11	provides	provide	VERB
easat-5683	233	12	insights	insight	NOUN
easat-5683	233	13	into	into	ADP
easat-5683	233	14	the	the	DET
easat-5683	233	15	longterm	longterm	ADJ
easat-5683	233	16	effects	effect	NOUN
easat-5683	233	17	of	of	ADP
easat-5683	233	18	healthcare	healthcare	NOUN
easat-5683	233	19	interventions	intervention	NOUN
easat-5683	233	20	.	.	PUNCT
easat-5683	234	1	woehrle	woehrle	PROPN
easat-5683	234	2	’s	’s	PART
easat-5683	234	3	study	study	NOUN
easat-5683	234	4	woehrle	woehrle	NOUN
easat-5683	234	5	,	,	PUNCT
easat-5683	234	6	et	et	PROPN
easat-5683	234	7	al	al	PROPN
easat-5683	234	8	.	.	PUNCT
easat-5683	235	1	[	[	X
easat-5683	235	2	22	22	NUM
easat-5683	235	3	]	]	PUNCT
easat-5683	235	4	on	on	ADP
easat-5683	235	5	telemonitoring	telemonitore	VERB
easat-5683	235	6	highlights	highlight	NOUN
easat-5683	235	7	the	the	DET
easat-5683	235	8	benefits	benefit	NOUN
easat-5683	235	9	of	of	ADP
easat-5683	235	10	long	long	ADJ
easat-5683	235	11	-	-	PUNCT
easat-5683	235	12	term	term	NOUN
easat-5683	235	13	patient	patient	ADJ
easat-5683	235	14	management	management	NOUN
easat-5683	235	15	strategies	strategy	NOUN
easat-5683	235	16	.	.	PUNCT
easat-5683	236	1	charteris	charteris	PROPN
easat-5683	236	2	’s	’s	PART
easat-5683	236	3	work	work	NOUN
easat-5683	236	4	charteris	charteris	NOUN
easat-5683	236	5	and	and	CCONJ
easat-5683	236	6	pounds	pound	NOUN
easat-5683	237	1	[	[	X
easat-5683	237	2	26	26	NUM
easat-5683	237	3	]	]	PUNCT
easat-5683	237	4	on	on	ADP
easat-5683	237	5	heart	heart	NOUN
easat-5683	237	6	failure	failure	NOUN
easat-5683	237	7	management	management	NOUN
easat-5683	237	8	emphasizes	emphasize	VERB
easat-5683	237	9	tracking	track	VERB
easat-5683	237	10	outcomes	outcome	NOUN
easat-5683	237	11	over	over	ADP
easat-5683	237	12	extended	extended	ADJ
easat-5683	237	13	periods	period	NOUN
easat-5683	237	14	.	.	PUNCT
easat-5683	238	1	future	future	ADJ
easat-5683	238	2	studies	study	NOUN
easat-5683	238	3	should	should	AUX
easat-5683	238	4	build	build	VERB
easat-5683	238	5	on	on	ADP
easat-5683	238	6	these	these	DET
easat-5683	238	7	findings	finding	NOUN
easat-5683	238	8	by	by	ADP
easat-5683	238	9	evaluating	evaluate	VERB
easat-5683	238	10	the	the	DET
easat-5683	238	11	long	long	ADJ
easat-5683	238	12	-	-	PUNCT
easat-5683	238	13	term	term	NOUN
easat-5683	238	14	impact	impact	NOUN
easat-5683	238	15	of	of	ADP
easat-5683	238	16	diagnostic	diagnostic	ADJ
easat-5683	238	17	models	model	NOUN
easat-5683	238	18	on	on	ADP
easat-5683	238	19	patient	patient	ADJ
easat-5683	238	20	care	care	NOUN
easat-5683	238	21	and	and	CCONJ
easat-5683	238	22	healthcare	healthcare	NOUN
easat-5683	238	23	delivery	delivery	NOUN
easat-5683	238	24	.	.	PUNCT
easat-5683	239	1	5.2.7	5.2.7	X
easat-5683	239	2	.	.	PUNCT
easat-5683	239	3	exploring	explore	VERB
easat-5683	239	4	technological	technological	ADJ
easat-5683	239	5	advancements	advancement	NOUN
easat-5683	239	6	integrating	integrate	VERB
easat-5683	239	7	emerging	emerge	VERB
easat-5683	239	8	technologies	technology	NOUN
easat-5683	239	9	,	,	PUNCT
easat-5683	239	10	such	such	ADJ
easat-5683	239	11	as	as	ADP
easat-5683	239	12	artificial	artificial	ADJ
easat-5683	239	13	intelligence	intelligence	NOUN
easat-5683	239	14	(	(	PUNCT
easat-5683	239	15	ai	ai	NOUN
easat-5683	239	16	)	)	PUNCT
easat-5683	239	17	and	and	CCONJ
easat-5683	239	18	machine	machine	NOUN
easat-5683	239	19	learning	learning	NOUN
easat-5683	239	20	,	,	PUNCT
easat-5683	239	21	offers	offer	VERB
easat-5683	239	22	significant	significant	ADJ
easat-5683	239	23	potential	potential	NOUN
easat-5683	239	24	for	for	ADP
easat-5683	239	25	enhancing	enhance	VERB
easat-5683	239	26	diagnostic	diagnostic	ADJ
easat-5683	239	27	models	model	NOUN
easat-5683	239	28	.	.	PUNCT
easat-5683	240	1	future	future	ADJ
easat-5683	240	2	research	research	NOUN
easat-5683	240	3	should	should	AUX
easat-5683	240	4	explore	explore	VERB
easat-5683	240	5	how	how	SCONJ
easat-5683	240	6	these	these	DET
easat-5683	240	7	technologies	technology	NOUN
easat-5683	240	8	can	can	AUX
easat-5683	240	9	be	be	AUX
easat-5683	240	10	applied	apply	VERB
easat-5683	240	11	to	to	PART
easat-5683	240	12	improve	improve	VERB
easat-5683	240	13	diagnostic	diagnostic	ADJ
easat-5683	240	14	accuracy	accuracy	NOUN
easat-5683	240	15	,	,	PUNCT
easat-5683	240	16	patient	patient	ADJ
easat-5683	240	17	engagement	engagement	NOUN
easat-5683	240	18	,	,	PUNCT
easat-5683	240	19	and	and	CCONJ
easat-5683	240	20	overall	overall	ADJ
easat-5683	240	21	healthcare	healthcare	NOUN
easat-5683	240	22	delivery	delivery	NOUN
easat-5683	240	23	.	.	PUNCT
easat-5683	241	1	this	this	PRON
easat-5683	241	2	includes	include	VERB
easat-5683	241	3	investigating	investigate	VERB
easat-5683	241	4	the	the	DET
easat-5683	241	5	potential	potential	NOUN
easat-5683	241	6	of	of	ADP
easat-5683	241	7	ai	ai	ADJ
easat-5683	241	8	-	-	PUNCT
easat-5683	241	9	driven	drive	VERB
easat-5683	241	10	tools	tool	NOUN
easat-5683	241	11	to	to	PART
easat-5683	241	12	enhance	enhance	VERB
easat-5683	241	13	diagnostic	diagnostic	ADJ
easat-5683	241	14	performance	performance	NOUN
easat-5683	241	15	and	and	CCONJ
easat-5683	241	16	support	support	VERB
easat-5683	241	17	patient	patient	ADJ
easat-5683	241	18	-	-	PUNCT
easat-5683	241	19	doctor	doctor	NOUN
easat-5683	241	20	communication	communication	NOUN
easat-5683	241	21	.	.	PUNCT
easat-5683	242	1	related	relate	VERB
easat-5683	242	2	works	work	NOUN
easat-5683	242	3	deshpande	deshpande	PROPN
easat-5683	242	4	,	,	PUNCT
easat-5683	242	5	et	et	PROPN
easat-5683	242	6	al	al	PROPN
easat-5683	242	7	.	.	PUNCT
easat-5683	243	1	[	[	X
easat-5683	243	2	23	23	NUM
easat-5683	243	3	]	]	PUNCT
easat-5683	243	4	and	and	CCONJ
easat-5683	243	5	milliren	milliren	PROPN
easat-5683	243	6	,	,	PUNCT
easat-5683	243	7	et	et	PROPN
easat-5683	243	8	al	al	PROPN
easat-5683	243	9	.	.	PUNCT
easat-5683	244	1	[	[	X
easat-5683	244	2	25	25	NUM
easat-5683	244	3	]	]	PUNCT
easat-5683	244	4	illustrate	illustrate	VERB
easat-5683	244	5	the	the	DET
easat-5683	244	6	impact	impact	NOUN
easat-5683	244	7	of	of	ADP
easat-5683	244	8	technology	technology	NOUN
easat-5683	244	9	on	on	ADP
easat-5683	244	10	healthcare	healthcare	NOUN
easat-5683	244	11	tools	tool	NOUN
easat-5683	244	12	.	.	PUNCT
easat-5683	245	1	deshpande	deshpande	PROPN
easat-5683	245	2	,	,	PUNCT
easat-5683	245	3	et	et	PROPN
easat-5683	245	4	al	al	PROPN
easat-5683	245	5	.	.	PUNCT
easat-5683	246	1	[	[	X
easat-5683	246	2	23	23	NUM
easat-5683	246	3	]	]	PUNCT
easat-5683	246	4	on	on	ADP
easat-5683	246	5	opioid	opioid	ADJ
easat-5683	246	6	management	management	NOUN
easat-5683	246	7	apps	app	NOUN
easat-5683	246	8	highlights	highlight	VERB
easat-5683	246	9	the	the	DET
easat-5683	246	10	potential	potential	NOUN
easat-5683	246	11	of	of	ADP
easat-5683	246	12	technology	technology	NOUN
easat-5683	246	13	to	to	PART
easat-5683	246	14	improve	improve	VERB
easat-5683	246	15	patient	patient	ADJ
easat-5683	246	16	engagement	engagement	NOUN
easat-5683	246	17	.	.	PUNCT
easat-5683	247	1	milliren	milliren	PROPN
easat-5683	247	2	&	&	CCONJ
easat-5683	247	3	roberts	roberts	PROPN
easat-5683	247	4	’s	’s	PART
easat-5683	247	5	research	research	PROPN
easat-5683	247	6	milliren	milliren	PROPN
easat-5683	247	7	,	,	PUNCT
easat-5683	247	8	et	et	PROPN
easat-5683	247	9	al	al	PROPN
easat-5683	247	10	.	.	PUNCT
easat-5683	248	1	[	[	X
easat-5683	248	2	25	25	NUM
easat-5683	248	3	]	]	PUNCT
easat-5683	248	4	on	on	ADP
easat-5683	248	5	hemophilia	hemophilia	PROPN
easat-5683	248	6	care	care	NOUN
easat-5683	248	7	underscores	underscore	VERB
easat-5683	248	8	the	the	DET
easat-5683	248	9	benefits	benefit	NOUN
easat-5683	248	10	of	of	ADP
easat-5683	248	11	integrating	integrate	VERB
easat-5683	248	12	patient	patient	ADJ
easat-5683	248	13	feedback	feedback	NOUN
easat-5683	248	14	and	and	CCONJ
easat-5683	248	15	technology	technology	NOUN
easat-5683	248	16	.	.	PUNCT
easat-5683	249	1	future	future	ADJ
easat-5683	249	2	studies	study	NOUN
easat-5683	249	3	should	should	AUX
easat-5683	249	4	explore	explore	VERB
easat-5683	249	5	how	how	SCONJ
easat-5683	249	6	advanced	advanced	ADJ
easat-5683	249	7	technologies	technology	NOUN
easat-5683	249	8	can	can	AUX
easat-5683	249	9	be	be	AUX
easat-5683	249	10	leveraged	leverage	VERB
easat-5683	249	11	to	to	PART
easat-5683	249	12	enhance	enhance	VERB
easat-5683	249	13	diagnostic	diagnostic	ADJ
easat-5683	249	14	models	model	NOUN
easat-5683	249	15	and	and	CCONJ
easat-5683	249	16	patient	patient	ADJ
easat-5683	249	17	interactions	interaction	NOUN
easat-5683	249	18	.	.	PUNCT
easat-5683	250	1	1721	1721	NUM
easat-5683	250	2	edelweiss	edelweiss	PROPN
easat-5683	250	3	applied	apply	VERB
easat-5683	250	4	science	science	NOUN
easat-5683	250	5	and	and	CCONJ
easat-5683	250	6	technology	technology	NOUN
easat-5683	250	7	issn	issn	PROPN
easat-5683	250	8	:	:	PUNCT
easat-5683	250	9	2576	2576	NUM
easat-5683	250	10	-	-	SYM
easat-5683	250	11	8484	8484	NUM
easat-5683	250	12	vol	vol	NOUN
easat-5683	250	13	.	.	PROPN
easat-5683	251	1	9	9	NUM
easat-5683	251	2	,	,	PUNCT
easat-5683	251	3	no	no	INTJ
easat-5683	251	4	.	.	NOUN
easat-5683	251	5	3	3	NUM
easat-5683	251	6	:	:	PUNCT
easat-5683	251	7	1711	1711	NUM
easat-5683	251	8	-	-	SYM
easat-5683	251	9	1724	1724	NUM
easat-5683	251	10	,	,	PUNCT
easat-5683	251	11	2025	2025	NUM
easat-5683	251	12	doi	doi	NOUN
easat-5683	251	13	:	:	PUNCT
easat-5683	251	14	10.55214/25768484.v9i3.5683	10.55214/25768484.v9i3.5683	NUM
easat-5683	251	15	©	©	PROPN
easat-5683	251	16	2025	2025	NUM
easat-5683	251	17	by	by	ADP
easat-5683	251	18	the	the	DET
easat-5683	251	19	author	author	NOUN
easat-5683	251	20	;	;	PUNCT
easat-5683	252	1	licensee	licensee	PROPN
easat-5683	252	2	learning	learn	VERB
easat-5683	252	3	gate	gate	NOUN
easat-5683	252	4	table	table	NOUN
easat-5683	252	5	3	3	NUM
easat-5683	252	6	.	.	PUNCT
easat-5683	252	7	provides	provide	VERB
easat-5683	252	8	a	a	DET
easat-5683	252	9	summary	summary	NOUN
easat-5683	252	10	of	of	ADP
easat-5683	252	11	the	the	DET
easat-5683	252	12	identified	identify	VERB
easat-5683	252	13	research	research	NOUN
easat-5683	252	14	gaps	gap	NOUN
easat-5683	252	15	and	and	CCONJ
easat-5683	252	16	corresponding	correspond	VERB
easat-5683	252	17	future	future	ADJ
easat-5683	252	18	directions	direction	NOUN
easat-5683	252	19	.	.	PUNCT
easat-5683	253	1	these	these	DET
easat-5683	253	2	findings	finding	NOUN
easat-5683	253	3	underscore	underscore	VERB
easat-5683	253	4	key	key	ADJ
easat-5683	253	5	areas	area	NOUN
easat-5683	253	6	for	for	ADP
easat-5683	253	7	further	further	ADJ
easat-5683	253	8	investigation	investigation	NOUN
easat-5683	253	9	and	and	CCONJ
easat-5683	253	10	enhancement	enhancement	NOUN
easat-5683	253	11	in	in	ADP
easat-5683	253	12	diagnostic	diagnostic	ADJ
easat-5683	253	13	models	model	NOUN
easat-5683	253	14	and	and	CCONJ
easat-5683	253	15	patient	patient	ADJ
easat-5683	253	16	-	-	PUNCT
easat-5683	253	17	doctor	doctor	NOUN
easat-5683	253	18	communication	communication	NOUN
easat-5683	253	19	.	.	PUNCT
easat-5683	254	1	by	by	ADP
easat-5683	254	2	addressing	address	VERB
easat-5683	254	3	the	the	DET
easat-5683	254	4	current	current	ADJ
easat-5683	254	5	gaps	gap	NOUN
easat-5683	254	6	in	in	ADP
easat-5683	254	7	the	the	DET
easat-5683	254	8	literature	literature	NOUN
easat-5683	254	9	and	and	CCONJ
easat-5683	254	10	incorporating	incorporate	VERB
easat-5683	254	11	advanced	advanced	ADJ
easat-5683	254	12	technologies	technology	NOUN
easat-5683	254	13	,	,	PUNCT
easat-5683	254	14	diverse	diverse	ADJ
easat-5683	254	15	datasets	dataset	NOUN
easat-5683	254	16	,	,	PUNCT
easat-5683	254	17	and	and	CCONJ
easat-5683	254	18	user	user	NOUN
easat-5683	254	19	feedback	feedback	NOUN
easat-5683	254	20	,	,	PUNCT
easat-5683	254	21	future	future	ADJ
easat-5683	254	22	research	research	NOUN
easat-5683	254	23	can	can	AUX
easat-5683	254	24	improve	improve	VERB
easat-5683	254	25	the	the	DET
easat-5683	254	26	effectiveness	effectiveness	NOUN
easat-5683	254	27	and	and	CCONJ
easat-5683	254	28	applicability	applicability	NOUN
easat-5683	254	29	of	of	ADP
easat-5683	254	30	diagnostic	diagnostic	ADJ
easat-5683	254	31	tools	tool	NOUN
easat-5683	254	32	.	.	PUNCT
easat-5683	255	1	moreover	moreover	ADV
easat-5683	255	2	,	,	PUNCT
easat-5683	255	3	overcoming	overcome	VERB
easat-5683	255	4	cultural	cultural	ADJ
easat-5683	255	5	and	and	CCONJ
easat-5683	255	6	linguistic	linguistic	ADJ
easat-5683	255	7	barriers	barrier	NOUN
easat-5683	255	8	and	and	CCONJ
easat-5683	255	9	ensuring	ensure	VERB
easat-5683	255	10	the	the	DET
easat-5683	255	11	seamless	seamless	ADJ
easat-5683	255	12	integration	integration	NOUN
easat-5683	255	13	of	of	ADP
easat-5683	255	14	these	these	DET
easat-5683	255	15	tools	tool	NOUN
easat-5683	255	16	within	within	ADP
easat-5683	255	17	healthcare	healthcare	NOUN
easat-5683	255	18	systems	system	NOUN
easat-5683	255	19	will	will	AUX
easat-5683	255	20	be	be	AUX
easat-5683	255	21	essential	essential	ADJ
easat-5683	255	22	for	for	ADP
easat-5683	255	23	advancing	advance	VERB
easat-5683	255	24	patient	patient	ADJ
easat-5683	255	25	care	care	NOUN
easat-5683	255	26	and	and	CCONJ
easat-5683	255	27	overall	overall	ADJ
easat-5683	255	28	healthcare	healthcare	NOUN
easat-5683	255	29	delivery	delivery	NOUN
easat-5683	255	30	.	.	PUNCT
easat-5683	256	1	table	table	NOUN
easat-5683	257	1	3	3	NUM
easat-5683	257	2	.	.	PUNCT
easat-5683	258	1	summary	summary	NOUN
easat-5683	258	2	of	of	ADP
easat-5683	258	3	research	research	NOUN
easat-5683	258	4	gaps	gap	NOUN
easat-5683	258	5	and	and	CCONJ
easat-5683	258	6	future	future	ADJ
easat-5683	258	7	directions	direction	NOUN
easat-5683	258	8	in	in	ADP
easat-5683	258	9	ai	ai	ADJ
easat-5683	258	10	-	-	PUNCT
easat-5683	258	11	driven	drive	VERB
easat-5683	258	12	healthcare	healthcare	NOUN
easat-5683	258	13	communication	communication	NOUN
easat-5683	258	14	.	.	PUNCT
easat-5683	259	1	author(s	author(s	ADJ
easat-5683	259	2	)	)	PUNCT
easat-5683	259	3	gap	gap	NOUN
easat-5683	259	4	identified	identify	VERB
easat-5683	259	5	future	future	ADJ
easat-5683	259	6	direction	direction	NOUN
easat-5683	259	7	woehrle	woehrle	NOUN
easat-5683	259	8	,	,	PUNCT
easat-5683	259	9	et	et	PROPN
easat-5683	259	10	al	al	PROPN
easat-5683	259	11	.	.	PUNCT
easat-5683	260	1	[	[	X
easat-5683	260	2	22	22	NUM
easat-5683	260	3	]	]	SYM
easat-5683	260	4	low	low	ADJ
easat-5683	260	5	specificity	specificity	NOUN
easat-5683	260	6	in	in	ADP
easat-5683	260	7	diagnostic	diagnostic	ADJ
easat-5683	260	8	models	model	NOUN
easat-5683	260	9	develop	develop	VERB
easat-5683	260	10	advanced	advanced	ADJ
easat-5683	260	11	algorithms	algorithm	NOUN
easat-5683	260	12	to	to	PART
easat-5683	260	13	improve	improve	VERB
easat-5683	260	14	specificity	specificity	NOUN
easat-5683	260	15	asan	asan	ADJ
easat-5683	260	16	,	,	PUNCT
easat-5683	260	17	et	et	PROPN
easat-5683	260	18	al	al	PROPN
easat-5683	260	19	.	.	PUNCT
easat-5683	261	1	[	[	X
easat-5683	261	2	27	27	NUM
easat-5683	261	3	]	]	PUNCT
easat-5683	261	4	integration	integration	NOUN
easat-5683	261	5	challenges	challenge	NOUN
easat-5683	261	6	with	with	ADP
easat-5683	261	7	ehr	ehr	NOUN
easat-5683	261	8	systems	system	NOUN
easat-5683	261	9	explore	explore	VERB
easat-5683	261	10	strategies	strategy	NOUN
easat-5683	261	11	for	for	ADP
easat-5683	261	12	better	well	ADJ
easat-5683	261	13	integration	integration	NOUN
easat-5683	261	14	of	of	ADP
easat-5683	261	15	diagnostic	diagnostic	ADJ
easat-5683	261	16	tools	tool	NOUN
easat-5683	261	17	deshpande	deshpande	VERB
easat-5683	261	18	,	,	PUNCT
easat-5683	261	19	et	et	PROPN
easat-5683	261	20	al	al	PROPN
easat-5683	261	21	.	.	PUNCT
easat-5683	262	1	[	[	X
easat-5683	262	2	23	23	NUM
easat-5683	262	3	]	]	PUNCT
easat-5683	262	4	limited	limited	ADJ
easat-5683	262	5	generalizability	generalizability	NOUN
easat-5683	262	6	of	of	ADP
easat-5683	262	7	tools	tool	NOUN
easat-5683	262	8	use	use	VERB
easat-5683	262	9	diverse	diverse	ADJ
easat-5683	262	10	datasets	dataset	NOUN
easat-5683	262	11	to	to	PART
easat-5683	262	12	improve	improve	VERB
easat-5683	262	13	generalizability	generalizability	NOUN
easat-5683	262	14	milliren	milliren	PROPN
easat-5683	262	15	,	,	PUNCT
easat-5683	262	16	et	et	PROPN
easat-5683	262	17	al	al	PROPN
easat-5683	262	18	.	.	PUNCT
easat-5683	263	1	[	[	X
easat-5683	263	2	25	25	NUM
easat-5683	263	3	]	]	PUNCT
easat-5683	263	4	need	need	NOUN
easat-5683	263	5	for	for	ADP
easat-5683	263	6	user	user	NOUN
easat-5683	263	7	feedback	feedback	NOUN
easat-5683	263	8	in	in	ADP
easat-5683	263	9	tool	tool	NOUN
easat-5683	263	10	development	development	NOUN
easat-5683	263	11	incorporate	incorporate	VERB
easat-5683	263	12	user	user	NOUN
easat-5683	263	13	feedback	feedback	NOUN
easat-5683	263	14	into	into	ADP
easat-5683	263	15	model	model	NOUN
easat-5683	263	16	design	design	NOUN
easat-5683	263	17	polinski	polinski	NOUN
easat-5683	263	18	,	,	PUNCT
easat-5683	263	19	et	et	PROPN
easat-5683	263	20	al	al	PROPN
easat-5683	263	21	.	.	PUNCT
easat-5683	264	1	[	[	X
easat-5683	264	2	28	28	NUM
easat-5683	264	3	]	]	X
easat-5683	264	4	cultural	cultural	ADJ
easat-5683	264	5	and	and	CCONJ
easat-5683	264	6	linguistic	linguistic	ADJ
easat-5683	264	7	barriers	barrier	NOUN
easat-5683	264	8	develop	develop	VERB
easat-5683	264	9	multilingual	multilingual	ADJ
easat-5683	264	10	and	and	CCONJ
easat-5683	264	11	culturally	culturally	ADV
easat-5683	264	12	sensitive	sensitive	ADJ
easat-5683	264	13	tools	tool	NOUN
easat-5683	264	14	neu	neu	NOUN
easat-5683	264	15	,	,	PUNCT
easat-5683	264	16	et	et	PROPN
easat-5683	264	17	al	al	PROPN
easat-5683	264	18	.	.	PUNCT
easat-5683	265	1	[	[	X
easat-5683	265	2	24	24	NUM
easat-5683	265	3	]	]	X
easat-5683	265	4	limited	limited	ADJ
easat-5683	265	5	long	long	ADJ
easat-5683	265	6	-	-	PUNCT
easat-5683	265	7	term	term	NOUN
easat-5683	265	8	impact	impact	NOUN
easat-5683	265	9	evaluation	evaluation	NOUN
easat-5683	265	10	conduct	conduct	NOUN
easat-5683	265	11	longitudinal	longitudinal	ADJ
easat-5683	265	12	studies	study	NOUN
easat-5683	265	13	on	on	ADP
easat-5683	265	14	diagnostic	diagnostic	ADJ
easat-5683	265	15	models	model	NOUN
easat-5683	265	16	charteris	charteris	NOUN
easat-5683	265	17	and	and	CCONJ
easat-5683	265	18	pounds	pound	NOUN
easat-5683	265	19	[	[	X
easat-5683	265	20	26	26	NUM
easat-5683	265	21	]	]	X
easat-5683	265	22	need	need	NOUN
easat-5683	265	23	for	for	ADP
easat-5683	265	24	advanced	advanced	ADJ
easat-5683	265	25	technology	technology	NOUN
easat-5683	265	26	integration	integration	NOUN
easat-5683	265	27	investigate	investigate	VERB
easat-5683	265	28	ai	ai	INTJ
easat-5683	265	29	and	and	CCONJ
easat-5683	265	30	machine	machine	NOUN
easat-5683	265	31	learning	learning	NOUN
easat-5683	265	32	applications	application	NOUN
easat-5683	265	33	these	these	DET
easat-5683	265	34	directions	direction	NOUN
easat-5683	265	35	address	address	VERB
easat-5683	265	36	current	current	ADJ
easat-5683	265	37	limitations	limitation	NOUN
easat-5683	265	38	and	and	CCONJ
easat-5683	265	39	align	align	VERB
easat-5683	265	40	with	with	ADP
easat-5683	265	41	ongoing	ongoing	ADJ
easat-5683	265	42	advancements	advancement	NOUN
easat-5683	265	43	in	in	ADP
easat-5683	265	44	healthcare	healthcare	PROPN
easat-5683	265	45	technology	technology	NOUN
easat-5683	265	46	,	,	PUNCT
easat-5683	265	47	promising	promise	VERB
easat-5683	265	48	to	to	PART
easat-5683	265	49	enhance	enhance	VERB
easat-5683	265	50	diagnostic	diagnostic	ADJ
easat-5683	265	51	accuracy	accuracy	NOUN
easat-5683	265	52	,	,	PUNCT
easat-5683	265	53	patient	patient	ADJ
easat-5683	265	54	engagement	engagement	NOUN
easat-5683	265	55	,	,	PUNCT
easat-5683	265	56	and	and	CCONJ
easat-5683	265	57	the	the	DET
easat-5683	265	58	quality	quality	NOUN
easat-5683	265	59	of	of	ADP
easat-5683	265	60	patientdoctor	patientdoctor	NOUN
easat-5683	265	61	interactions	interaction	NOUN
easat-5683	265	62	.	.	PUNCT
easat-5683	266	1	5.3	5.3	NUM
easat-5683	266	2	.	.	PUNCT
easat-5683	266	3	practical	practical	ADJ
easat-5683	266	4	example	example	NOUN
easat-5683	266	5	in	in	ADP
easat-5683	266	6	patient	patient	ADJ
easat-5683	266	7	-	-	PUNCT
easat-5683	266	8	doctor	doctor	NOUN
easat-5683	266	9	communication	communication	NOUN
easat-5683	266	10	,	,	PUNCT
easat-5683	266	11	practical	practical	ADJ
easat-5683	266	12	applications	application	NOUN
easat-5683	266	13	of	of	ADP
easat-5683	266	14	technology	technology	NOUN
easat-5683	266	15	are	be	AUX
easat-5683	266	16	becoming	become	VERB
easat-5683	266	17	increasingly	increasingly	ADV
easat-5683	266	18	prominent	prominent	ADJ
easat-5683	266	19	.	.	PUNCT
easat-5683	267	1	two	two	NUM
easat-5683	267	2	notable	notable	ADJ
easat-5683	267	3	examples	example	NOUN
easat-5683	267	4	are	be	AUX
easat-5683	267	5	the	the	DET
easat-5683	267	6	use	use	NOUN
easat-5683	267	7	of	of	ADP
easat-5683	267	8	whatsapp	whatsapp	NOUN
easat-5683	267	9	in	in	ADP
easat-5683	267	10	orthopedic	orthopedic	ADJ
easat-5683	267	11	trauma	trauma	NOUN
easat-5683	267	12	care	care	NOUN
easat-5683	267	13	and	and	CCONJ
easat-5683	267	14	wechat	wechat	NOUN
easat-5683	267	15	for	for	ADP
easat-5683	267	16	patient	patient	ADJ
easat-5683	267	17	communication	communication	NOUN
easat-5683	267	18	in	in	ADP
easat-5683	267	19	china	china	PROPN
easat-5683	267	20	.	.	PUNCT
easat-5683	268	1	whatsapp	whatsapp	PROPN
easat-5683	268	2	,	,	PUNCT
easat-5683	268	3	a	a	DET
easat-5683	268	4	widely	widely	ADV
easat-5683	268	5	used	use	VERB
easat-5683	268	6	instant	instant	ADJ
easat-5683	268	7	messaging	messaging	NOUN
easat-5683	268	8	application	application	NOUN
easat-5683	268	9	,	,	PUNCT
easat-5683	268	10	has	have	AUX
easat-5683	268	11	been	be	AUX
easat-5683	268	12	integrated	integrate	VERB
easat-5683	268	13	into	into	ADP
easat-5683	268	14	orthopedic	orthopedic	ADJ
easat-5683	268	15	care	care	NOUN
easat-5683	268	16	to	to	PART
easat-5683	268	17	streamline	streamline	VERB
easat-5683	268	18	communication	communication	NOUN
easat-5683	268	19	and	and	CCONJ
easat-5683	268	20	enhance	enhance	VERB
easat-5683	268	21	patient	patient	ADJ
easat-5683	268	22	management	management	NOUN
easat-5683	268	23	.	.	PUNCT
easat-5683	269	1	this	this	DET
easat-5683	269	2	technology	technology	NOUN
easat-5683	269	3	facilitates	facilitate	VERB
easat-5683	269	4	orthopedic	orthopedic	ADJ
easat-5683	269	5	care	care	NOUN
easat-5683	269	6	aspects	aspect	NOUN
easat-5683	269	7	,	,	PUNCT
easat-5683	269	8	from	from	ADP
easat-5683	269	9	initial	initial	ADJ
easat-5683	269	10	triage	triage	NOUN
easat-5683	269	11	to	to	ADP
easat-5683	269	12	post	post	ADJ
easat-5683	269	13	-	-	ADJ
easat-5683	269	14	operative	operative	ADJ
easat-5683	269	15	follow	follow	NOUN
easat-5683	269	16	-	-	PUNCT
easat-5683	269	17	up	up	NOUN
easat-5683	269	18	.	.	PUNCT
easat-5683	270	1	the	the	DET
easat-5683	270	2	application	application	NOUN
easat-5683	270	3	supports	support	VERB
easat-5683	270	4	real	real	ADJ
easat-5683	270	5	-	-	PUNCT
easat-5683	270	6	time	time	NOUN
easat-5683	270	7	communication	communication	NOUN
easat-5683	270	8	,	,	PUNCT
easat-5683	270	9	allowing	allow	VERB
easat-5683	270	10	healthcare	healthcare	NOUN
easat-5683	270	11	teams	team	NOUN
easat-5683	270	12	to	to	PART
easat-5683	270	13	quickly	quickly	ADV
easat-5683	270	14	share	share	VERB
easat-5683	270	15	patient	patient	ADJ
easat-5683	270	16	images	image	NOUN
easat-5683	270	17	and	and	CCONJ
easat-5683	270	18	status	status	NOUN
easat-5683	270	19	updates	update	NOUN
easat-5683	270	20	,	,	PUNCT
easat-5683	270	21	improving	improve	VERB
easat-5683	270	22	provider	provider	NOUN
easat-5683	270	23	decision	decision	NOUN
easat-5683	270	24	-	-	PUNCT
easat-5683	270	25	making	make	VERB
easat-5683	270	26	efficiency	efficiency	NOUN
easat-5683	270	27	and	and	CCONJ
easat-5683	270	28	coordination	coordination	NOUN
easat-5683	270	29	.	.	PUNCT
easat-5683	271	1	additionally	additionally	ADV
easat-5683	271	2	,	,	PUNCT
easat-5683	271	3	whatsapp	whatsapp	NOUN
easat-5683	271	4	plays	play	VERB
easat-5683	271	5	a	a	DET
easat-5683	271	6	significant	significant	ADJ
easat-5683	271	7	role	role	NOUN
easat-5683	271	8	in	in	ADP
easat-5683	271	9	educational	educational	ADJ
easat-5683	271	10	settings	setting	NOUN
easat-5683	271	11	,	,	PUNCT
easat-5683	271	12	supporting	support	VERB
easat-5683	271	13	virtual	virtual	ADJ
easat-5683	271	14	fracture	fracture	NOUN
easat-5683	271	15	clinics	clinic	NOUN
easat-5683	271	16	and	and	CCONJ
easat-5683	271	17	providing	provide	VERB
easat-5683	271	18	real	real	ADJ
easat-5683	271	19	-	-	PUNCT
easat-5683	271	20	time	time	NOUN
easat-5683	271	21	feedback	feedback	NOUN
easat-5683	271	22	to	to	ADP
easat-5683	271	23	junior	junior	ADJ
easat-5683	271	24	physicians	physician	NOUN
easat-5683	271	25	.	.	PUNCT
easat-5683	272	1	however	however	ADV
easat-5683	272	2	,	,	PUNCT
easat-5683	272	3	while	while	SCONJ
easat-5683	272	4	whatsapp	whatsapp	NOUN
easat-5683	272	5	offers	offer	VERB
easat-5683	272	6	advantages	advantage	NOUN
easat-5683	272	7	such	such	ADJ
easat-5683	272	8	as	as	ADP
easat-5683	272	9	real	real	ADJ
easat-5683	272	10	-	-	PUNCT
easat-5683	272	11	time	time	NOUN
easat-5683	272	12	communication	communication	NOUN
easat-5683	272	13	and	and	CCONJ
easat-5683	272	14	broad	broad	ADJ
easat-5683	272	15	accessibility	accessibility	NOUN
easat-5683	272	16	,	,	PUNCT
easat-5683	272	17	it	it	PRON
easat-5683	272	18	also	also	ADV
easat-5683	272	19	presents	present	VERB
easat-5683	272	20	challenges	challenge	NOUN
easat-5683	272	21	,	,	PUNCT
easat-5683	272	22	including	include	VERB
easat-5683	272	23	concerns	concern	NOUN
easat-5683	272	24	about	about	ADP
easat-5683	272	25	patient	patient	ADJ
easat-5683	272	26	privacy	privacy	NOUN
easat-5683	272	27	and	and	CCONJ
easat-5683	272	28	the	the	DET
easat-5683	272	29	potential	potential	NOUN
easat-5683	272	30	for	for	ADP
easat-5683	272	31	misinformation	misinformation	NOUN
easat-5683	272	32	due	due	ADP
easat-5683	272	33	to	to	ADP
easat-5683	272	34	limitations	limitation	NOUN
easat-5683	272	35	in	in	ADP
easat-5683	272	36	image	image	NOUN
easat-5683	272	37	quality	quality	NOUN
easat-5683	272	38	[	[	X
easat-5683	272	39	29	29	NUM
easat-5683	272	40	]	]	PUNCT
easat-5683	272	41	.	.	PUNCT
easat-5683	273	1	in	in	ADP
easat-5683	273	2	china	china	PROPN
easat-5683	273	3	,	,	PUNCT
easat-5683	273	4	wechat	wechat	PROPN
easat-5683	273	5	serves	serve	VERB
easat-5683	273	6	as	as	ADP
easat-5683	273	7	a	a	DET
easat-5683	273	8	key	key	ADJ
easat-5683	273	9	platform	platform	NOUN
easat-5683	273	10	for	for	ADP
easat-5683	273	11	patient	patient	ADJ
easat-5683	273	12	-	-	PUNCT
easat-5683	273	13	doctor	doctor	NOUN
easat-5683	273	14	interactions	interaction	NOUN
easat-5683	273	15	.	.	PUNCT
easat-5683	274	1	this	this	DET
easat-5683	274	2	social	social	ADJ
easat-5683	274	3	networking	networking	NOUN
easat-5683	274	4	application	application	NOUN
easat-5683	274	5	is	be	AUX
easat-5683	274	6	widely	widely	ADV
easat-5683	274	7	adopted	adopt	VERB
easat-5683	274	8	by	by	ADP
easat-5683	274	9	healthcare	healthcare	NOUN
easat-5683	274	10	professionals	professional	NOUN
easat-5683	274	11	for	for	ADP
easat-5683	274	12	managing	manage	VERB
easat-5683	274	13	consultations	consultation	NOUN
easat-5683	274	14	,	,	PUNCT
easat-5683	274	15	follow	follow	NOUN
easat-5683	274	16	-	-	PUNCT
easat-5683	274	17	ups	up	NOUN
easat-5683	274	18	,	,	PUNCT
easat-5683	274	19	and	and	CCONJ
easat-5683	274	20	patient	patient	ADJ
easat-5683	274	21	inquiries	inquiry	NOUN
easat-5683	274	22	.	.	PUNCT
easat-5683	275	1	the	the	DET
easat-5683	275	2	integration	integration	NOUN
easat-5683	275	3	of	of	ADP
easat-5683	275	4	wechat	wechat	NOUN
easat-5683	275	5	into	into	ADP
easat-5683	275	6	healthcare	healthcare	NOUN
easat-5683	275	7	communication	communication	NOUN
easat-5683	275	8	leverages	leverage	VERB
easat-5683	275	9	its	its	PRON
easat-5683	275	10	widespread	widespread	ADJ
easat-5683	275	11	use	use	NOUN
easat-5683	275	12	and	and	CCONJ
easat-5683	275	13	familiarity	familiarity	NOUN
easat-5683	275	14	among	among	ADP
easat-5683	275	15	doctors	doctor	NOUN
easat-5683	275	16	and	and	CCONJ
easat-5683	275	17	patients	patient	NOUN
easat-5683	275	18	,	,	PUNCT
easat-5683	275	19	facilitating	facilitate	VERB
easat-5683	275	20	seamless	seamless	ADJ
easat-5683	275	21	and	and	CCONJ
easat-5683	275	22	informal	informal	ADJ
easat-5683	275	23	communication	communication	NOUN
easat-5683	275	24	.	.	PUNCT
easat-5683	276	1	this	this	PRON
easat-5683	276	2	is	be	AUX
easat-5683	276	3	particularly	particularly	ADV
easat-5683	276	4	effective	effective	ADJ
easat-5683	276	5	in	in	ADP
easat-5683	276	6	urban	urban	ADJ
easat-5683	276	7	areas	area	NOUN
easat-5683	276	8	with	with	ADP
easat-5683	276	9	high	high	ADJ
easat-5683	276	10	smartphone	smartphone	NOUN
easat-5683	276	11	penetration	penetration	NOUN
easat-5683	276	12	.	.	PUNCT
easat-5683	277	1	despite	despite	SCONJ
easat-5683	277	2	its	its	PRON
easat-5683	277	3	benefits	benefit	NOUN
easat-5683	277	4	,	,	PUNCT
easat-5683	277	5	such	such	ADJ
easat-5683	277	6	as	as	ADP
easat-5683	277	7	high	high	ADJ
easat-5683	277	8	engagement	engagement	NOUN
easat-5683	277	9	and	and	CCONJ
easat-5683	277	10	versatility	versatility	NOUN
easat-5683	277	11	,	,	PUNCT
easat-5683	277	12	wechat	wechat	PRON
easat-5683	277	13	also	also	ADV
easat-5683	277	14	poses	pose	VERB
easat-5683	277	15	challenges	challenge	NOUN
easat-5683	277	16	related	relate	VERB
easat-5683	277	17	to	to	ADP
easat-5683	277	18	maintaining	maintain	VERB
easat-5683	277	19	professional	professional	ADJ
easat-5683	277	20	boundaries	boundary	NOUN
easat-5683	277	21	and	and	CCONJ
easat-5683	277	22	dealing	deal	VERB
easat-5683	277	23	with	with	ADP
easat-5683	277	24	variability	variability	NOUN
easat-5683	277	25	in	in	ADP
easat-5683	277	26	app	app	NOUN
easat-5683	277	27	preferences	preference	NOUN
easat-5683	277	28	among	among	ADP
easat-5683	277	29	different	different	ADJ
easat-5683	277	30	doctors	doctor	NOUN
easat-5683	277	31	and	and	CCONJ
easat-5683	277	32	institutions	institution	NOUN
easat-5683	277	33	[	[	X
easat-5683	277	34	30	30	NUM
easat-5683	277	35	]	]	PUNCT
easat-5683	277	36	.	.	PUNCT
easat-5683	278	1	both	both	DET
easat-5683	278	2	cases	case	NOUN
easat-5683	278	3	illustrate	illustrate	VERB
easat-5683	278	4	how	how	SCONJ
easat-5683	278	5	integrating	integrate	VERB
easat-5683	278	6	familiar	familiar	ADJ
easat-5683	278	7	technology	technology	NOUN
easat-5683	278	8	into	into	ADP
easat-5683	278	9	healthcare	healthcare	NOUN
easat-5683	278	10	practices	practice	NOUN
easat-5683	278	11	can	can	AUX
easat-5683	278	12	enhance	enhance	VERB
easat-5683	278	13	patient	patient	ADJ
easat-5683	278	14	-	-	PUNCT
easat-5683	278	15	doctor	doctor	NOUN
easat-5683	278	16	communication	communication	NOUN
easat-5683	278	17	.	.	PUNCT
easat-5683	279	1	whatsapp	whatsapp	NOUN
easat-5683	279	2	and	and	CCONJ
easat-5683	279	3	wechat	wechat	NOUN
easat-5683	279	4	each	each	PRON
easat-5683	279	5	offer	offer	VERB
easat-5683	279	6	unique	unique	ADJ
easat-5683	279	7	advantages	advantage	NOUN
easat-5683	279	8	and	and	CCONJ
easat-5683	279	9	face	face	VERB
easat-5683	279	10	specific	specific	ADJ
easat-5683	279	11	1722	1722	NUM
easat-5683	279	12	edelweiss	edelweiss	PROPN
easat-5683	279	13	applied	apply	VERB
easat-5683	279	14	science	science	NOUN
easat-5683	279	15	and	and	CCONJ
easat-5683	279	16	technology	technology	NOUN
easat-5683	279	17	issn	issn	PROPN
easat-5683	279	18	:	:	PUNCT
easat-5683	279	19	2576	2576	NUM
easat-5683	279	20	-	-	SYM
easat-5683	279	21	8484	8484	NUM
easat-5683	279	22	vol	vol	NOUN
easat-5683	279	23	.	.	PROPN
easat-5683	280	1	9	9	NUM
easat-5683	280	2	,	,	PUNCT
easat-5683	280	3	no	no	INTJ
easat-5683	280	4	.	.	NOUN
easat-5683	280	5	3	3	NUM
easat-5683	280	6	:	:	PUNCT
easat-5683	280	7	1711	1711	NUM
easat-5683	280	8	-	-	SYM
easat-5683	280	9	1724	1724	NUM
easat-5683	280	10	,	,	PUNCT
easat-5683	280	11	2025	2025	NUM
easat-5683	280	12	doi	doi	NOUN
easat-5683	280	13	:	:	PUNCT
easat-5683	280	14	10.55214/25768484.v9i3.5683	10.55214/25768484.v9i3.5683	NUM
easat-5683	280	15	©	©	PROPN
easat-5683	280	16	2025	2025	NUM
easat-5683	280	17	by	by	ADP
easat-5683	280	18	the	the	DET
easat-5683	280	19	author	author	NOUN
easat-5683	280	20	;	;	PUNCT
easat-5683	281	1	licensee	licensee	PROPN
easat-5683	281	2	learning	learn	VERB
easat-5683	281	3	gate	gate	NOUN
easat-5683	281	4	challenges	challenge	NOUN
easat-5683	281	5	,	,	PUNCT
easat-5683	281	6	underscoring	underscore	VERB
easat-5683	281	7	the	the	DET
easat-5683	281	8	importance	importance	NOUN
easat-5683	281	9	of	of	ADP
easat-5683	281	10	balancing	balance	VERB
easat-5683	281	11	the	the	DET
easat-5683	281	12	benefits	benefit	NOUN
easat-5683	281	13	of	of	ADP
easat-5683	281	14	technological	technological	ADJ
easat-5683	281	15	convenience	convenience	NOUN
easat-5683	281	16	with	with	ADP
easat-5683	281	17	the	the	DET
easat-5683	281	18	need	need	NOUN
easat-5683	281	19	for	for	ADP
easat-5683	281	20	professional	professional	ADJ
easat-5683	281	21	and	and	CCONJ
easat-5683	281	22	privacy	privacy	NOUN
easat-5683	281	23	considerations	consideration	NOUN
easat-5683	281	24	.	.	PUNCT
easat-5683	282	1	these	these	DET
easat-5683	282	2	two	two	NUM
easat-5683	282	3	types	type	NOUN
easat-5683	282	4	of	of	ADP
easat-5683	282	5	research	research	NOUN
easat-5683	282	6	do	do	AUX
easat-5683	282	7	not	not	PART
easat-5683	282	8	thoroughly	thoroughly	ADV
easat-5683	282	9	explore	explore	VERB
easat-5683	282	10	how	how	SCONJ
easat-5683	282	11	cultural	cultural	ADJ
easat-5683	282	12	and	and	CCONJ
easat-5683	282	13	regional	regional	ADJ
easat-5683	282	14	differences	difference	NOUN
easat-5683	282	15	impact	impact	VERB
easat-5683	282	16	the	the	DET
easat-5683	282	17	effectiveness	effectiveness	NOUN
easat-5683	282	18	of	of	ADP
easat-5683	282	19	whatsapp	whatsapp	NOUN
easat-5683	282	20	and	and	CCONJ
easat-5683	282	21	wechat	wechat	NOUN
easat-5683	282	22	.	.	PUNCT
easat-5683	283	1	the	the	DET
easat-5683	283	2	studies	study	NOUN
easat-5683	283	3	primarily	primarily	ADV
easat-5683	283	4	focus	focus	VERB
easat-5683	283	5	on	on	ADP
easat-5683	283	6	specific	specific	ADJ
easat-5683	283	7	regions	region	NOUN
easat-5683	283	8	,	,	PUNCT
easat-5683	283	9	and	and	CCONJ
easat-5683	283	10	there	there	PRON
easat-5683	283	11	is	be	VERB
easat-5683	283	12	a	a	DET
easat-5683	283	13	need	need	NOUN
easat-5683	283	14	for	for	SCONJ
easat-5683	283	15	broader	broad	ADJ
easat-5683	283	16	research	research	NOUN
easat-5683	283	17	to	to	PART
easat-5683	283	18	understand	understand	VERB
easat-5683	283	19	how	how	SCONJ
easat-5683	283	20	these	these	DET
easat-5683	283	21	tools	tool	NOUN
easat-5683	283	22	perform	perform	VERB
easat-5683	283	23	in	in	ADP
easat-5683	283	24	different	different	ADJ
easat-5683	283	25	cultural	cultural	ADJ
easat-5683	283	26	contexts	contexts	NOUN
easat-5683	283	27	.	.	PUNCT
easat-5683	284	1	different	different	ADJ
easat-5683	284	2	regions	region	NOUN
easat-5683	284	3	may	may	AUX
easat-5683	284	4	have	have	VERB
easat-5683	284	5	varying	vary	VERB
easat-5683	284	6	preferences	preference	NOUN
easat-5683	284	7	and	and	CCONJ
easat-5683	284	8	norms	norm	NOUN
easat-5683	284	9	regarding	regard	VERB
easat-5683	284	10	communication	communication	NOUN
easat-5683	284	11	,	,	PUNCT
easat-5683	284	12	which	which	PRON
easat-5683	284	13	could	could	AUX
easat-5683	284	14	affect	affect	VERB
easat-5683	284	15	the	the	DET
easat-5683	284	16	adoption	adoption	NOUN
easat-5683	284	17	and	and	CCONJ
easat-5683	284	18	effectiveness	effectiveness	NOUN
easat-5683	284	19	of	of	ADP
easat-5683	284	20	these	these	DET
easat-5683	284	21	technologies	technology	NOUN
easat-5683	284	22	.	.	PUNCT
easat-5683	285	1	in	in	ADP
easat-5683	285	2	summary	summary	NOUN
easat-5683	285	3	,	,	PUNCT
easat-5683	285	4	while	while	SCONJ
easat-5683	285	5	technologies	technology	NOUN
easat-5683	285	6	like	like	ADP
easat-5683	285	7	whatsapp	whatsapp	NOUN
easat-5683	285	8	and	and	CCONJ
easat-5683	285	9	wechat	wechat	NOUN
easat-5683	285	10	hold	hold	VERB
easat-5683	285	11	the	the	DET
easat-5683	285	12	potential	potential	NOUN
easat-5683	285	13	for	for	ADP
easat-5683	285	14	improving	improve	VERB
easat-5683	285	15	patient	patient	ADJ
easat-5683	285	16	-	-	PUNCT
easat-5683	285	17	doctor	doctor	NOUN
easat-5683	285	18	communication	communication	NOUN
easat-5683	285	19	,	,	PUNCT
easat-5683	285	20	addressing	address	VERB
easat-5683	285	21	these	these	DET
easat-5683	285	22	gaps	gap	NOUN
easat-5683	285	23	is	be	AUX
easat-5683	285	24	essential	essential	ADJ
easat-5683	285	25	for	for	ADP
easat-5683	285	26	their	their	PRON
easat-5683	285	27	practical	practical	ADJ
easat-5683	285	28	and	and	CCONJ
easat-5683	285	29	equitable	equitable	ADJ
easat-5683	285	30	implementation	implementation	NOUN
easat-5683	285	31	in	in	ADP
easat-5683	285	32	healthcare	healthcare	NOUN
easat-5683	285	33	settings	setting	NOUN
easat-5683	285	34	.	.	PUNCT
easat-5683	286	1	future	future	ADJ
easat-5683	286	2	research	research	NOUN
easat-5683	286	3	and	and	CCONJ
easat-5683	286	4	development	development	NOUN
easat-5683	286	5	efforts	effort	NOUN
easat-5683	286	6	should	should	AUX
easat-5683	286	7	focus	focus	VERB
easat-5683	286	8	on	on	ADP
easat-5683	286	9	enhancing	enhance	VERB
easat-5683	286	10	privacy	privacy	NOUN
easat-5683	286	11	protections	protection	NOUN
easat-5683	286	12	,	,	PUNCT
easat-5683	286	13	integrating	integrate	VERB
easat-5683	286	14	with	with	ADP
easat-5683	286	15	healthcare	healthcare	NOUN
easat-5683	286	16	systems	system	NOUN
easat-5683	286	17	,	,	PUNCT
easat-5683	286	18	establishing	establish	VERB
easat-5683	286	19	guidelines	guideline	NOUN
easat-5683	286	20	,	,	PUNCT
easat-5683	286	21	providing	provide	VERB
easat-5683	286	22	training	training	NOUN
easat-5683	286	23	,	,	PUNCT
easat-5683	286	24	demonstrating	demonstrate	VERB
easat-5683	286	25	efficacy	efficacy	NOUN
easat-5683	286	26	,	,	PUNCT
easat-5683	286	27	addressing	address	VERB
easat-5683	286	28	accessibility	accessibility	NOUN
easat-5683	286	29	issues	issue	NOUN
easat-5683	286	30	,	,	PUNCT
easat-5683	286	31	and	and	CCONJ
easat-5683	286	32	considering	consider	VERB
easat-5683	286	33	cultural	cultural	ADJ
easat-5683	286	34	variations	variation	NOUN
easat-5683	286	35	to	to	PART
easat-5683	286	36	optimize	optimize	VERB
easat-5683	286	37	the	the	DET
easat-5683	286	38	use	use	NOUN
easat-5683	286	39	of	of	ADP
easat-5683	286	40	these	these	DET
easat-5683	286	41	communication	communication	NOUN
easat-5683	286	42	tools	tool	NOUN
easat-5683	286	43	.	.	PUNCT
easat-5683	287	1	funding	funding	NOUN
easat-5683	287	2	:	:	PUNCT
easat-5683	287	3	this	this	DET
easat-5683	287	4	research	research	NOUN
easat-5683	287	5	was	be	AUX
easat-5683	287	6	supported	support	VERB
easat-5683	287	7	by	by	ADP
easat-5683	287	8	the	the	DET
easat-5683	287	9	biomedical	biomedical	PROPN
easat-5683	287	10	research	research	PROPN
easat-5683	287	11	institute	institute	PROPN
easat-5683	287	12	at	at	ADP
easat-5683	287	13	pusan	pusan	PROPN
easat-5683	287	14	national	national	PROPN
easat-5683	287	15	university	university	PROPN
easat-5683	287	16	hospital	hospital	NOUN
easat-5683	287	17	under	under	ADP
easat-5683	287	18	grant	grant	PROPN
easat-5683	287	19	no	no	NOUN
easat-5683	287	20	.	.	PROPN
easat-5683	287	21	202300070001	202300070001	NUM
easat-5683	287	22	.	.	PUNCT
easat-5683	288	1	the	the	DET
easat-5683	288	2	funding	funding	NOUN
easat-5683	288	3	organization	organization	NOUN
easat-5683	288	4	had	have	VERB
easat-5683	288	5	no	no	DET
easat-5683	288	6	role	role	NOUN
easat-5683	288	7	in	in	ADP
easat-5683	288	8	the	the	DET
easat-5683	288	9	study	study	NOUN
easat-5683	288	10	design	design	NOUN
easat-5683	288	11	,	,	PUNCT
easat-5683	288	12	data	data	NOUN
easat-5683	288	13	collection	collection	NOUN
easat-5683	288	14	,	,	PUNCT
easat-5683	288	15	analysis	analysis	NOUN
easat-5683	288	16	,	,	PUNCT
easat-5683	288	17	interpretation	interpretation	NOUN
easat-5683	288	18	,	,	PUNCT
easat-5683	288	19	or	or	CCONJ
easat-5683	288	20	manuscript	manuscript	NOUN
easat-5683	288	21	preparation	preparation	NOUN
easat-5683	288	22	.	.	PUNCT
easat-5683	289	1	institutional	institutional	ADJ
easat-5683	289	2	review	review	PROPN
easat-5683	289	3	board	board	NOUN
easat-5683	289	4	statement	statement	NOUN
easat-5683	289	5	:	:	PUNCT
easat-5683	289	6	this	this	DET
easat-5683	289	7	study	study	NOUN
easat-5683	289	8	was	be	AUX
easat-5683	289	9	conducted	conduct	VERB
easat-5683	289	10	using	use	VERB
easat-5683	289	11	ethical	ethical	ADJ
easat-5683	289	12	guidelines	guideline	NOUN
easat-5683	289	13	for	for	ADP
easat-5683	289	14	research	research	NOUN
easat-5683	289	15	involving	involve	VERB
easat-5683	289	16	human	human	ADJ
easat-5683	289	17	participants	participant	NOUN
easat-5683	289	18	.	.	PUNCT
easat-5683	290	1	ethical	ethical	ADJ
easat-5683	290	2	approval	approval	NOUN
easat-5683	290	3	was	be	AUX
easat-5683	290	4	obtained	obtain	VERB
easat-5683	290	5	from	from	ADP
easat-5683	290	6	the	the	DET
easat-5683	290	7	institutional	institutional	ADJ
easat-5683	290	8	review	review	PROPN
easat-5683	290	9	board	board	NOUN
easat-5683	290	10	(	(	PUNCT
easat-5683	290	11	irb	irb	PROPN
easat-5683	290	12	)	)	PUNCT
easat-5683	290	13	of	of	ADP
easat-5683	290	14	pusan	pusan	PROPN
easat-5683	290	15	national	national	PROPN
easat-5683	290	16	university	university	PROPN
easat-5683	290	17	hospital	hospital	NOUN
easat-5683	290	18	,	,	PUNCT
easat-5683	290	19	under	under	ADP
easat-5683	290	20	approval	approval	NOUN
easat-5683	290	21	number	number	NOUN
easat-5683	290	22	irb	irb	VERB
easat-5683	290	23	no	no	DET
easat-5683	290	24	:	:	PUNCT
easat-5683	290	25	2303	2303	NUM
easat-5683	290	26	-	-	PUNCT
easat-5683	290	27	004	004	NUM
easat-5683	290	28	-	-	SYM
easat-5683	290	29	124	124	NUM
easat-5683	290	30	.	.	PUNCT
easat-5683	291	1	the	the	DET
easat-5683	291	2	irb	irb	NOUN
easat-5683	291	3	authorized	authorize	VERB
easat-5683	291	4	using	use	VERB
easat-5683	291	5	anonymized	anonymize	VERB
easat-5683	291	6	patient	patient	ADJ
easat-5683	291	7	data	datum	NOUN
easat-5683	291	8	for	for	ADP
easat-5683	291	9	research	research	NOUN
easat-5683	291	10	purposes	purpose	NOUN
easat-5683	291	11	from	from	ADP
easat-5683	291	12	march	march	PROPN
easat-5683	291	13	10	10	NUM
easat-5683	291	14	,	,	PUNCT
easat-5683	291	15	2023	2023	NUM
easat-5683	291	16	,	,	PUNCT
easat-5683	291	17	to	to	ADP
easat-5683	291	18	march	march	PROPN
easat-5683	291	19	6	6	NUM
easat-5683	291	20	,	,	PUNCT
easat-5683	291	21	2025	2025	NUM
easat-5683	291	22	.	.	PUNCT
easat-5683	292	1	as	as	SCONJ
easat-5683	292	2	the	the	DET
easat-5683	292	3	data	datum	NOUN
easat-5683	292	4	were	be	AUX
easat-5683	292	5	fully	fully	ADV
easat-5683	292	6	anonymized	anonymize	VERB
easat-5683	292	7	and	and	CCONJ
easat-5683	292	8	did	do	AUX
easat-5683	292	9	not	not	PART
easat-5683	292	10	involve	involve	VERB
easat-5683	292	11	direct	direct	ADJ
easat-5683	292	12	patient	patient	NOUN
easat-5683	292	13	interaction	interaction	NOUN
easat-5683	292	14	,	,	PUNCT
easat-5683	292	15	informed	inform	VERB
easat-5683	292	16	consent	consent	NOUN
easat-5683	292	17	was	be	AUX
easat-5683	292	18	not	not	PART
easat-5683	292	19	required	require	VERB
easat-5683	292	20	by	by	ADP
easat-5683	292	21	institutional	institutional	ADJ
easat-5683	292	22	and	and	CCONJ
easat-5683	292	23	national	national	ADJ
easat-5683	292	24	ethical	ethical	ADJ
easat-5683	292	25	regulations	regulation	NOUN
easat-5683	292	26	.	.	PUNCT
easat-5683	293	1	transparency	transparency	NOUN
easat-5683	293	2	:	:	PUNCT
easat-5683	293	3	the	the	DET
easat-5683	293	4	author	author	NOUN
easat-5683	293	5	confirms	confirm	VERB
easat-5683	293	6	that	that	SCONJ
easat-5683	293	7	the	the	DET
easat-5683	293	8	manuscript	manuscript	NOUN
easat-5683	293	9	is	be	AUX
easat-5683	293	10	an	an	DET
easat-5683	293	11	honest	honest	ADJ
easat-5683	293	12	,	,	PUNCT
easat-5683	293	13	accurate	accurate	ADJ
easat-5683	293	14	and	and	CCONJ
easat-5683	293	15	transparent	transparent	ADJ
easat-5683	293	16	account	account	NOUN
easat-5683	293	17	of	of	ADP
easat-5683	293	18	the	the	DET
easat-5683	293	19	study	study	NOUN
easat-5683	293	20	that	that	SCONJ
easat-5683	293	21	no	no	DET
easat-5683	293	22	vital	vital	ADJ
easat-5683	293	23	features	feature	NOUN
easat-5683	293	24	of	of	ADP
easat-5683	293	25	the	the	DET
easat-5683	293	26	study	study	NOUN
easat-5683	293	27	have	have	AUX
easat-5683	293	28	been	be	AUX
easat-5683	293	29	omitted	omit	VERB
easat-5683	293	30	and	and	CCONJ
easat-5683	293	31	that	that	SCONJ
easat-5683	293	32	any	any	DET
easat-5683	293	33	discrepancies	discrepancy	NOUN
easat-5683	293	34	from	from	ADP
easat-5683	293	35	the	the	DET
easat-5683	293	36	study	study	NOUN
easat-5683	293	37	as	as	SCONJ
easat-5683	293	38	planned	plan	VERB
easat-5683	293	39	have	have	AUX
easat-5683	293	40	been	be	AUX
easat-5683	293	41	explained	explain	VERB
easat-5683	293	42	.	.	PUNCT
easat-5683	294	1	this	this	DET
easat-5683	294	2	study	study	NOUN
easat-5683	294	3	followed	follow	VERB
easat-5683	294	4	all	all	DET
easat-5683	294	5	ethical	ethical	ADJ
easat-5683	294	6	practices	practice	NOUN
easat-5683	294	7	during	during	ADP
easat-5683	294	8	writing	writing	NOUN
easat-5683	294	9	.	.	PUNCT
easat-5683	295	1	competing	compete	VERB
easat-5683	295	2	interests	interest	NOUN
easat-5683	295	3	:	:	PUNCT
easat-5683	295	4	the	the	DET
easat-5683	295	5	authors	author	NOUN
easat-5683	295	6	declare	declare	VERB
easat-5683	295	7	that	that	SCONJ
easat-5683	295	8	they	they	PRON
easat-5683	295	9	have	have	VERB
easat-5683	295	10	no	no	DET
easat-5683	295	11	competing	compete	VERB
easat-5683	295	12	interests	interest	NOUN
easat-5683	295	13	.	.	PUNCT
easat-5683	296	1	authors	author	NOUN
easat-5683	296	2	’	'	PUNCT
easat-5683	296	3	contributions	contribution	NOUN
easat-5683	296	4	:	:	PUNCT
easat-5683	296	5	all	all	DET
easat-5683	296	6	authors	author	NOUN
easat-5683	296	7	contributed	contribute	VERB
easat-5683	296	8	equally	equally	ADV
easat-5683	296	9	to	to	ADP
easat-5683	296	10	the	the	DET
easat-5683	296	11	conception	conception	NOUN
easat-5683	296	12	and	and	CCONJ
easat-5683	296	13	design	design	NOUN
easat-5683	296	14	of	of	ADP
easat-5683	296	15	the	the	DET
easat-5683	296	16	study	study	NOUN
easat-5683	296	17	.	.	PUNCT
easat-5683	297	1	all	all	DET
easat-5683	297	2	authors	author	NOUN
easat-5683	297	3	have	have	AUX
easat-5683	297	4	read	read	VERB
easat-5683	297	5	and	and	CCONJ
easat-5683	297	6	agreed	agree	VERB
easat-5683	297	7	to	to	ADP
easat-5683	297	8	the	the	DET
easat-5683	297	9	published	publish	VERB
easat-5683	297	10	version	version	NOUN
easat-5683	297	11	of	of	ADP
easat-5683	297	12	the	the	DET
easat-5683	297	13	manuscript	manuscript	NOUN
easat-5683	297	14	.	.	PUNCT
easat-5683	298	1	copyright	copyright	NOUN
easat-5683	298	2	:	:	PUNCT
easat-5683	298	3	©	©	PROPN
easat-5683	298	4	2025	2025	NUM
easat-5683	298	5	by	by	ADP
easat-5683	298	6	the	the	DET
easat-5683	298	7	authors	author	NOUN
easat-5683	298	8	.	.	PUNCT
easat-5683	299	1	this	this	DET
easat-5683	299	2	article	article	NOUN
easat-5683	299	3	is	be	AUX
easat-5683	299	4	an	an	DET
easat-5683	299	5	open	open	ADJ
easat-5683	299	6	access	access	NOUN
easat-5683	299	7	article	article	NOUN
easat-5683	299	8	distributed	distribute	VERB
easat-5683	299	9	under	under	ADP
easat-5683	299	10	the	the	DET
easat-5683	299	11	terms	term	NOUN
easat-5683	299	12	and	and	CCONJ
easat-5683	299	13	conditions	condition	NOUN
easat-5683	299	14	of	of	ADP
easat-5683	299	15	the	the	DET
easat-5683	299	16	creative	creative	ADJ
easat-5683	299	17	commons	common	NOUN
easat-5683	299	18	attribution	attribution	NOUN
easat-5683	299	19	(	(	PUNCT
easat-5683	299	20	cc	cc	NOUN
easat-5683	299	21	by	by	ADP
easat-5683	299	22	)	)	PUNCT
easat-5683	299	23	license	license	NOUN
easat-5683	299	24	(	(	PUNCT
easat-5683	299	25	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN
easat-5683	299	26	)	)	PUNCT
easat-5683	299	27	.	.	PUNCT
easat-5683	300	1	references	reference	NOUN
easat-5683	300	2	[	[	X
easat-5683	300	3	1	1	NUM
easat-5683	300	4	]	]	PUNCT
easat-5683	300	5	h.	h.	PROPN
easat-5683	300	6	de	de	PROPN
easat-5683	300	7	haes	haes	PROPN
easat-5683	300	8	and	and	CCONJ
easat-5683	300	9	s.	s.	PROPN
easat-5683	300	10	teunissen	teunissen	PROPN
easat-5683	300	11	,	,	PUNCT
easat-5683	300	12	"	"	PUNCT
easat-5683	300	13	communication	communication	NOUN
easat-5683	300	14	in	in	ADP
easat-5683	300	15	palliative	palliative	ADJ
easat-5683	300	16	care	care	NOUN
easat-5683	300	17	:	:	PUNCT
easat-5683	300	18	a	a	DET
easat-5683	300	19	review	review	NOUN
easat-5683	300	20	of	of	ADP
easat-5683	300	21	recent	recent	ADJ
easat-5683	300	22	literature	literature	NOUN
easat-5683	300	23	,	,	PUNCT
easat-5683	300	24	"	"	PUNCT
easat-5683	300	25	current	current	ADJ
easat-5683	300	26	opinion	opinion	NOUN
easat-5683	300	27	in	in	ADP
easat-5683	300	28	oncology	oncology	NOUN
easat-5683	300	29	,	,	PUNCT
easat-5683	300	30	vol	vol	NOUN
easat-5683	300	31	.	.	PROPN
easat-5683	300	32	17	17	NUM
easat-5683	300	33	,	,	PUNCT
easat-5683	300	34	no	no	INTJ
easat-5683	300	35	.	.	NOUN
easat-5683	300	36	4	4	NUM
easat-5683	300	37	,	,	PUNCT
easat-5683	300	38	pp	pp	ADJ
easat-5683	300	39	.	.	PUNCT
easat-5683	301	1	345	345	NUM
easat-5683	301	2	-	-	SYM
easat-5683	301	3	350	350	NUM
easat-5683	301	4	,	,	PUNCT
easat-5683	301	5	2005	2005	NUM
easat-5683	301	6	.	.	PUNCT
easat-5683	302	1	https://doi.org/10.1097/01.cco.0000167735.26454.79	https://doi.org/10.1097/01.cco.0000167735.26454.79	PROPN
easat-5683	303	1	[	[	X
easat-5683	303	2	2	2	NUM
easat-5683	303	3	]	]	PUNCT
easat-5683	303	4	j.	j.	PROPN
easat-5683	303	5	glaser	glaser	PROPN
easat-5683	303	6	et	et	PROPN
easat-5683	303	7	al	al	PROPN
easat-5683	303	8	.	.	PROPN
easat-5683	303	9	,	,	PUNCT
easat-5683	303	10	"	"	PUNCT
easat-5683	303	11	interventions	intervention	NOUN
easat-5683	303	12	to	to	PART
easat-5683	303	13	improve	improve	VERB
easat-5683	303	14	patient	patient	ADJ
easat-5683	303	15	comprehension	comprehension	NOUN
easat-5683	303	16	in	in	ADP
easat-5683	303	17	informed	informed	ADJ
easat-5683	303	18	consent	consent	NOUN
easat-5683	303	19	for	for	ADP
easat-5683	303	20	medical	medical	ADJ
easat-5683	303	21	and	and	CCONJ
easat-5683	303	22	surgical	surgical	ADJ
easat-5683	303	23	procedures	procedure	NOUN
easat-5683	303	24	:	:	PUNCT
easat-5683	303	25	an	an	DET
easat-5683	303	26	updated	update	VERB
easat-5683	303	27	systematic	systematic	ADJ
easat-5683	303	28	review	review	NOUN
easat-5683	303	29	,	,	PUNCT
easat-5683	303	30	"	"	PUNCT
easat-5683	303	31	medical	medical	ADJ
easat-5683	303	32	decision	decision	NOUN
easat-5683	303	33	making	making	NOUN
easat-5683	303	34	,	,	PUNCT
easat-5683	303	35	vol	vol	NOUN
easat-5683	303	36	.	.	PROPN
easat-5683	303	37	40	40	NUM
easat-5683	303	38	,	,	PUNCT
easat-5683	303	39	no	no	INTJ
easat-5683	303	40	.	.	NOUN
easat-5683	303	41	2	2	NUM
easat-5683	303	42	,	,	PUNCT
easat-5683	303	43	pp	pp	ADJ
easat-5683	303	44	.	.	PUNCT
easat-5683	304	1	119	119	NUM
easat-5683	304	2	-	-	SYM
easat-5683	304	3	143	143	NUM
easat-5683	304	4	,	,	PUNCT
easat-5683	304	5	2020	2020	NUM
easat-5683	304	6	.	.	PUNCT
easat-5683	305	1	https://doi.org/10.1177/0272989x19896348	https://doi.org/10.1177/0272989x19896348	PROPN
easat-5683	305	2	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN
easat-5683	305	3	https://doi.org/10.1097/01.cco.0000167735.26454.79	https://doi.org/10.1097/01.cco.0000167735.26454.79	PROPN
easat-5683	305	4	https://doi.org/10.1177/0272989x19896348	https://doi.org/10.1177/0272989x19896348	PROPN
easat-5683	305	5	1723	1723	NUM
easat-5683	305	6	edelweiss	edelweiss	PROPN
easat-5683	305	7	applied	apply	VERB
easat-5683	305	8	science	science	NOUN
easat-5683	305	9	and	and	CCONJ
easat-5683	305	10	technology	technology	NOUN
easat-5683	305	11	issn	issn	PROPN
easat-5683	305	12	:	:	PUNCT
easat-5683	305	13	2576	2576	NUM
easat-5683	305	14	-	-	SYM
easat-5683	305	15	8484	8484	NUM
easat-5683	305	16	vol	vol	NOUN
easat-5683	305	17	.	.	PROPN
easat-5683	306	1	9	9	NUM
easat-5683	306	2	,	,	PUNCT
easat-5683	306	3	no	no	INTJ
easat-5683	306	4	.	.	NOUN
easat-5683	306	5	3	3	NUM
easat-5683	306	6	:	:	PUNCT
easat-5683	306	7	1711	1711	NUM
easat-5683	306	8	-	-	SYM
easat-5683	306	9	1724	1724	NUM
easat-5683	306	10	,	,	PUNCT
easat-5683	306	11	2025	2025	NUM
easat-5683	306	12	doi	doi	NOUN
easat-5683	306	13	:	:	PUNCT
easat-5683	306	14	10.55214/25768484.v9i3.5683	10.55214/25768484.v9i3.5683	NUM
easat-5683	306	15	©	©	PROPN
easat-5683	306	16	2025	2025	NUM
easat-5683	306	17	by	by	ADP
easat-5683	306	18	the	the	DET
easat-5683	306	19	author	author	NOUN
easat-5683	306	20	;	;	PUNCT
easat-5683	306	21	licensee	licensee	PROPN
easat-5683	306	22	learning	learning	NOUN
easat-5683	306	23	gate	gate	NOUN
easat-5683	307	1	[	[	X
easat-5683	307	2	3	3	NUM
easat-5683	307	3	]	]	PUNCT
easat-5683	307	4	m.	m.	NOUN
easat-5683	307	5	buljac	buljac	NOUN
easat-5683	307	6	-	-	PUNCT
easat-5683	307	7	samardzic	samardzic	NOUN
easat-5683	307	8	,	,	PUNCT
easat-5683	307	9	k.	k.	PROPN
easat-5683	307	10	d.	d.	PROPN
easat-5683	307	11	doekhie	doekhie	PROPN
easat-5683	307	12	,	,	PUNCT
easat-5683	307	13	and	and	CCONJ
easat-5683	307	14	j.	j.	PROPN
easat-5683	307	15	d.	d.	PROPN
easat-5683	307	16	van	van	PROPN
easat-5683	307	17	wijngaarden	wijngaarden	PROPN
easat-5683	307	18	,	,	PUNCT
easat-5683	307	19	"	"	PUNCT
easat-5683	307	20	interventions	intervention	NOUN
easat-5683	307	21	to	to	PART
easat-5683	307	22	improve	improve	VERB
easat-5683	307	23	team	team	NOUN
easat-5683	307	24	effectiveness	effectiveness	NOUN
easat-5683	307	25	within	within	ADP
easat-5683	307	26	health	health	NOUN
easat-5683	307	27	care	care	NOUN
easat-5683	307	28	:	:	PUNCT
easat-5683	307	29	a	a	DET
easat-5683	307	30	systematic	systematic	ADJ
easat-5683	307	31	review	review	NOUN
easat-5683	307	32	of	of	ADP
easat-5683	307	33	the	the	DET
easat-5683	307	34	past	past	ADJ
easat-5683	307	35	decade	decade	NOUN
easat-5683	307	36	,	,	PUNCT
easat-5683	307	37	"	"	PUNCT
easat-5683	307	38	human	human	ADJ
easat-5683	307	39	resources	resource	NOUN
easat-5683	307	40	for	for	ADP
easat-5683	307	41	health	health	NOUN
easat-5683	307	42	,	,	PUNCT
easat-5683	307	43	vol	vol	NOUN
easat-5683	307	44	.	.	PROPN
easat-5683	307	45	18	18	NUM
easat-5683	307	46	,	,	PUNCT
easat-5683	307	47	pp	pp	ADJ
easat-5683	307	48	.	.	PUNCT
easat-5683	308	1	1	1	NUM
easat-5683	308	2	-	-	SYM
easat-5683	308	3	42	42	NUM
easat-5683	308	4	,	,	PUNCT
easat-5683	308	5	2020	2020	NUM
easat-5683	308	6	.	.	PUNCT
easat-5683	308	7	https://doi.org/10.1186/s12960-019-0411-3	https://doi.org/10.1186/s12960-019-0411-3	NUM
easat-5683	309	1	[	[	X
easat-5683	309	2	4	4	NUM
easat-5683	309	3	]	]	X
easat-5683	309	4	j.	j.	PROPN
easat-5683	309	5	kerluku	kerluku	PROPN
easat-5683	309	6	,	,	PUNCT
easat-5683	309	7	l.	l.	PROPN
easat-5683	309	8	e.	e.	PROPN
easat-5683	309	9	wessel	wessel	PROPN
easat-5683	309	10	,	,	PUNCT
easat-5683	309	11	j.	j.	PROPN
easat-5683	309	12	bido	bido	PROPN
easat-5683	309	13	,	,	PUNCT
easat-5683	309	14	c.	c.	PROPN
easat-5683	309	15	i.	i.	PROPN
easat-5683	309	16	verret	verret	PROPN
easat-5683	309	17	,	,	PUNCT
easat-5683	309	18	and	and	CCONJ
easat-5683	309	19	d.	d.	PROPN
easat-5683	309	20	fufa	fufa	PROPN
easat-5683	309	21	,	,	PUNCT
easat-5683	309	22	"	"	PUNCT
easat-5683	309	23	simple	simple	ADJ
easat-5683	309	24	,	,	PUNCT
easat-5683	309	25	office	office	NOUN
easat-5683	309	26	-	-	PUNCT
easat-5683	309	27	based	base	VERB
easat-5683	309	28	intervention	intervention	NOUN
easat-5683	309	29	improves	improve	VERB
easat-5683	309	30	patient	patient	ADJ
easat-5683	309	31	–	–	PUNCT
easat-5683	309	32	provider	provider	NOUN
easat-5683	309	33	relationship	relationship	NOUN
easat-5683	309	34	in	in	ADP
easat-5683	309	35	new	new	ADJ
easat-5683	309	36	patient	patient	ADJ
easat-5683	309	37	hand	hand	NOUN
easat-5683	309	38	visits	visit	NOUN
easat-5683	309	39	,	,	PUNCT
easat-5683	309	40	"	"	PUNCT
easat-5683	309	41	journal	journal	NOUN
easat-5683	309	42	of	of	ADP
easat-5683	309	43	hand	hand	NOUN
easat-5683	309	44	surgery	surgery	NOUN
easat-5683	309	45	global	global	ADJ
easat-5683	309	46	online	online	ADJ
easat-5683	309	47	,	,	PUNCT
easat-5683	309	48	vol	vol	NOUN
easat-5683	309	49	.	.	PROPN
easat-5683	309	50	6	6	NUM
easat-5683	309	51	,	,	PUNCT
easat-5683	309	52	no	no	INTJ
easat-5683	309	53	.	.	NOUN
easat-5683	309	54	4	4	NUM
easat-5683	309	55	,	,	PUNCT
easat-5683	309	56	pp	pp	ADJ
easat-5683	309	57	.	.	PUNCT
easat-5683	310	1	529	529	NUM
easat-5683	310	2	-	-	SYM
easat-5683	310	3	533	533	NUM
easat-5683	310	4	,	,	PUNCT
easat-5683	310	5	2024	2024	NUM
easat-5683	310	6	.	.	PUNCT
easat-5683	311	1	https://doi.org/10.1016/j.jhsg.2024.04.002	https://doi.org/10.1016/j.jhsg.2024.04.002	VERB
easat-5683	312	1	[	[	X
easat-5683	312	2	5	5	NUM
easat-5683	312	3	]	]	PUNCT
easat-5683	312	4	s.	s.	PROPN
easat-5683	312	5	h.	h.	PROPN
easat-5683	312	6	s.	s.	PROPN
easat-5683	312	7	neo	neo	PROPN
easat-5683	312	8	et	et	PROPN
easat-5683	312	9	al	al	PROPN
easat-5683	312	10	.	.	PROPN
easat-5683	312	11	,	,	PUNCT
easat-5683	312	12	"	"	PUNCT
easat-5683	312	13	teaching	teach	VERB
easat-5683	312	14	communication	communication	NOUN
easat-5683	312	15	micro	micro	NOUN
easat-5683	312	16	-	-	NOUN
easat-5683	312	17	skills	skill	NOUN
easat-5683	312	18	to	to	ADP
easat-5683	312	19	cardiologists	cardiologist	NOUN
easat-5683	312	20	managing	manage	VERB
easat-5683	312	21	seriously	seriously	ADV
easat-5683	312	22	ill	ill	ADJ
easat-5683	312	23	patients	patient	NOUN
easat-5683	312	24	in	in	ADP
easat-5683	312	25	asia	asia	PROPN
easat-5683	312	26	:	:	PUNCT
easat-5683	312	27	challenges	challenge	NOUN
easat-5683	312	28	encountered	encounter	VERB
easat-5683	312	29	amidst	amidst	ADP
easat-5683	312	30	the	the	DET
easat-5683	312	31	covid-19	covid-19	PROPN
easat-5683	312	32	pandemic	pandemic	ADJ
easat-5683	312	33	and	and	CCONJ
easat-5683	312	34	future	future	ADJ
easat-5683	312	35	perspectives	perspective	NOUN
easat-5683	312	36	,	,	PUNCT
easat-5683	312	37	"	"	PUNCT
easat-5683	312	38	cureus	cureus	NOUN
easat-5683	312	39	,	,	PUNCT
easat-5683	312	40	vol	vol	NOUN
easat-5683	312	41	.	.	PROPN
easat-5683	312	42	13	13	NUM
easat-5683	312	43	,	,	PUNCT
easat-5683	312	44	no	no	INTJ
easat-5683	312	45	.	.	NOUN
easat-5683	312	46	11	11	NUM
easat-5683	312	47	,	,	PUNCT
easat-5683	312	48	p.	p.	NOUN
easat-5683	312	49	e19957	e19957	NOUN
easat-5683	312	50	,	,	PUNCT
easat-5683	312	51	2021	2021	NUM
easat-5683	312	52	.	.	PUNCT
easat-5683	313	1	https://doi.org/10.7759/cureus.19957	https://doi.org/10.7759/cureus.19957	NOUN
easat-5683	313	2	[	[	X
easat-5683	313	3	6	6	NUM
easat-5683	313	4	]	]	PUNCT
easat-5683	313	5	j.	j.	PROPN
easat-5683	313	6	v.	v.	PROPN
easat-5683	313	7	johansson	johansson	PROPN
easat-5683	313	8	,	,	PUNCT
easat-5683	313	9	h.	h.	PROPN
easat-5683	313	10	blyckert	blyckert	PROPN
easat-5683	313	11	,	,	PUNCT
easat-5683	313	12	and	and	CCONJ
easat-5683	313	13	k.	k.	PROPN
easat-5683	313	14	s.	s.	PROPN
easat-5683	313	15	bywall	bywall	PROPN
easat-5683	313	16	,	,	PUNCT
easat-5683	313	17	"	"	PUNCT
easat-5683	313	18	experiences	experience	NOUN
easat-5683	313	19	of	of	ADP
easat-5683	313	20	individuals	individual	NOUN
easat-5683	313	21	with	with	ADP
easat-5683	313	22	rheumatoid	rheumatoid	NOUN
easat-5683	313	23	arthritis	arthritis	NOUN
easat-5683	313	24	interacting	interact	VERB
easat-5683	313	25	with	with	ADP
easat-5683	313	26	health	health	NOUN
easat-5683	313	27	care	care	NOUN
easat-5683	313	28	and	and	CCONJ
easat-5683	313	29	the	the	DET
easat-5683	313	30	use	use	NOUN
easat-5683	313	31	of	of	ADP
easat-5683	313	32	a	a	DET
easat-5683	313	33	digital	digital	ADJ
easat-5683	313	34	self	self	NOUN
easat-5683	313	35	-	-	PUNCT
easat-5683	313	36	care	care	NOUN
easat-5683	313	37	application	application	NOUN
easat-5683	313	38	:	:	PUNCT
easat-5683	313	39	a	a	DET
easat-5683	313	40	qualitative	qualitative	ADJ
easat-5683	313	41	interview	interview	NOUN
easat-5683	313	42	study	study	NOUN
easat-5683	313	43	,	,	PUNCT
easat-5683	313	44	"	"	PUNCT
easat-5683	313	45	bmj	bmj	X
easat-5683	313	46	open	open	ADJ
easat-5683	313	47	,	,	PUNCT
easat-5683	313	48	vol	vol	NOUN
easat-5683	313	49	.	.	PROPN
easat-5683	313	50	13	13	NUM
easat-5683	313	51	,	,	PUNCT
easat-5683	313	52	no	no	INTJ
easat-5683	313	53	.	.	NOUN
easat-5683	313	54	12	12	NUM
easat-5683	313	55	,	,	PUNCT
easat-5683	313	56	p.	p.	NOUN
easat-5683	314	1	e072274	e072274	NOUN
easat-5683	314	2	,	,	PUNCT
easat-5683	314	3	2023	2023	NUM
easat-5683	314	4	.	.	PUNCT
easat-5683	315	1	https://doi.org/10.1136/bmjopen-2023-072274	https://doi.org/10.1136/bmjopen-2023-072274	NOUN
easat-5683	316	1	[	[	X
easat-5683	316	2	7	7	X
easat-5683	316	3	]	]	PUNCT
easat-5683	316	4	s.	s.	PROPN
easat-5683	316	5	liu	liu	PROPN
easat-5683	316	6	et	et	PROPN
easat-5683	316	7	al	al	PROPN
easat-5683	316	8	.	.	PROPN
easat-5683	316	9	,	,	PUNCT
easat-5683	316	10	"	"	PUNCT
easat-5683	316	11	using	use	VERB
easat-5683	316	12	large	large	ADJ
easat-5683	316	13	language	language	NOUN
easat-5683	316	14	model	model	NOUN
easat-5683	316	15	to	to	PART
easat-5683	316	16	guide	guide	VERB
easat-5683	316	17	patients	patient	NOUN
easat-5683	316	18	to	to	PART
easat-5683	316	19	create	create	VERB
easat-5683	316	20	efficient	efficient	ADJ
easat-5683	316	21	and	and	CCONJ
easat-5683	316	22	comprehensive	comprehensive	ADJ
easat-5683	316	23	clinical	clinical	ADJ
easat-5683	316	24	care	care	NOUN
easat-5683	316	25	message	message	NOUN
easat-5683	316	26	,	,	PUNCT
easat-5683	316	27	"	"	PUNCT
easat-5683	316	28	journal	journal	NOUN
easat-5683	316	29	of	of	ADP
easat-5683	316	30	the	the	DET
easat-5683	316	31	american	american	PROPN
easat-5683	316	32	medical	medical	PROPN
easat-5683	316	33	informatics	informatics	PROPN
easat-5683	316	34	association	association	PROPN
easat-5683	316	35	,	,	PUNCT
easat-5683	316	36	vol	vol	NOUN
easat-5683	316	37	.	.	PROPN
easat-5683	316	38	31	31	NUM
easat-5683	316	39	,	,	PUNCT
easat-5683	316	40	no	no	INTJ
easat-5683	316	41	.	.	NOUN
easat-5683	316	42	8	8	NUM
easat-5683	316	43	,	,	PUNCT
easat-5683	316	44	pp	pp	ADJ
easat-5683	316	45	.	.	PUNCT
easat-5683	317	1	1665	1665	NUM
easat-5683	317	2	-	-	SYM
easat-5683	317	3	1670	1670	NUM
easat-5683	317	4	,	,	PUNCT
easat-5683	317	5	2024	2024	NUM
easat-5683	317	6	.	.	PUNCT
easat-5683	317	7	https://doi.org/10.1093/jamia/ocae142	https://doi.org/10.1093/jamia/ocae142	X
easat-5683	318	1	[	[	X
easat-5683	318	2	8	8	NUM
easat-5683	318	3	]	]	X
easat-5683	318	4	r.	r.	PROPN
easat-5683	318	5	andrews	andrews	PROPN
easat-5683	318	6	,	,	PUNCT
easat-5683	318	7	g.	g.	PROPN
easat-5683	318	8	hale	hale	PROPN
easat-5683	318	9	,	,	PUNCT
easat-5683	318	10	b.	b.	PROPN
easat-5683	318	11	john	john	PROPN
easat-5683	318	12	,	,	PUNCT
easat-5683	318	13	and	and	CCONJ
easat-5683	318	14	d.	d.	PROPN
easat-5683	318	15	lancastle	lancastle	PROPN
easat-5683	318	16	,	,	PUNCT
easat-5683	318	17	"	"	PUNCT
easat-5683	318	18	evaluating	evaluate	VERB
easat-5683	318	19	the	the	DET
easat-5683	318	20	effects	effect	NOUN
easat-5683	318	21	of	of	ADP
easat-5683	318	22	symptom	symptom	NOUN
easat-5683	318	23	monitoring	monitoring	NOUN
easat-5683	318	24	on	on	ADP
easat-5683	318	25	menopausal	menopausal	ADJ
easat-5683	318	26	health	health	NOUN
easat-5683	318	27	outcomes	outcome	NOUN
easat-5683	318	28	:	:	PUNCT
easat-5683	318	29	a	a	DET
easat-5683	318	30	systematic	systematic	ADJ
easat-5683	318	31	review	review	NOUN
easat-5683	318	32	and	and	CCONJ
easat-5683	318	33	meta	meta	ADJ
easat-5683	318	34	-	-	PUNCT
easat-5683	318	35	analysis	analysis	NOUN
easat-5683	318	36	,	,	PUNCT
easat-5683	318	37	"	"	PUNCT
easat-5683	318	38	frontiers	frontier	NOUN
easat-5683	318	39	in	in	ADP
easat-5683	318	40	global	global	ADJ
easat-5683	318	41	women	woman	NOUN
easat-5683	318	42	's	's	PART
easat-5683	318	43	health	health	NOUN
easat-5683	318	44	,	,	PUNCT
easat-5683	318	45	vol	vol	NOUN
easat-5683	318	46	.	.	PROPN
easat-5683	318	47	2	2	NUM
easat-5683	318	48	,	,	PUNCT
easat-5683	318	49	p.	p.	NOUN
easat-5683	318	50	757706	757706	NUM
easat-5683	318	51	,	,	PUNCT
easat-5683	318	52	2021	2021	NUM
easat-5683	318	53	.	.	PUNCT
easat-5683	319	1	https://doi.org/10.3389/fgwh.2021.757706	https://doi.org/10.3389/fgwh.2021.757706	PROPN
easat-5683	320	1	[	[	X
easat-5683	320	2	9	9	NUM
easat-5683	320	3	]	]	PUNCT
easat-5683	320	4	l.	l.	PROPN
easat-5683	320	5	zhang	zhang	PROPN
easat-5683	320	6	and	and	CCONJ
easat-5683	320	7	p.	p.	PROPN
easat-5683	320	8	li	li	PROPN
easat-5683	320	9	,	,	PUNCT
easat-5683	320	10	"	"	PUNCT
easat-5683	320	11	problem	problem	NOUN
easat-5683	320	12	-	-	PUNCT
easat-5683	320	13	based	base	VERB
easat-5683	320	14	mhealth	mhealth	NOUN
easat-5683	320	15	literacy	literacy	NOUN
easat-5683	320	16	scale	scale	NOUN
easat-5683	320	17	(	(	PUNCT
easat-5683	320	18	pb	pb	NOUN
easat-5683	320	19	-	-	PUNCT
easat-5683	320	20	mhls	mhls	NOUN
easat-5683	320	21	):	):	PUNCT
easat-5683	320	22	development	development	NOUN
easat-5683	320	23	and	and	CCONJ
easat-5683	320	24	validation	validation	NOUN
easat-5683	320	25	,	,	PUNCT
easat-5683	320	26	"	"	PUNCT
easat-5683	320	27	jmir	jmir	PROPN
easat-5683	320	28	mhealth	mhealth	PROPN
easat-5683	320	29	and	and	CCONJ
easat-5683	320	30	uhealth	uhealth	NOUN
easat-5683	320	31	,	,	PUNCT
easat-5683	320	32	vol	vol	NOUN
easat-5683	320	33	.	.	PROPN
easat-5683	320	34	10	10	NUM
easat-5683	320	35	,	,	PUNCT
easat-5683	320	36	no	no	INTJ
easat-5683	320	37	.	.	NOUN
easat-5683	320	38	4	4	NUM
easat-5683	320	39	,	,	PUNCT
easat-5683	320	40	p.	p.	NOUN
easat-5683	320	41	e31459	e31459	PROPN
easat-5683	320	42	,	,	PUNCT
easat-5683	320	43	2022	2022	NUM
easat-5683	320	44	.	.	PUNCT
easat-5683	321	1	https://doi.org/10.2196/31459	https://doi.org/10.2196/31459	NOUN
easat-5683	322	1	[	[	X
easat-5683	322	2	10	10	NUM
easat-5683	322	3	]	]	X
easat-5683	322	4	j.	j.	PROPN
easat-5683	322	5	smith	smith	PROPN
easat-5683	322	6	and	and	CCONJ
easat-5683	322	7	a.	a.	NOUN
easat-5683	322	8	doe	doe	NOUN
easat-5683	322	9	,	,	PUNCT
easat-5683	322	10	"	"	PUNCT
easat-5683	322	11	digital	digital	ADJ
easat-5683	322	12	agents	agent	NOUN
easat-5683	322	13	in	in	ADP
easat-5683	322	14	medical	medical	ADJ
easat-5683	322	15	consultations	consultation	NOUN
easat-5683	322	16	:	:	PUNCT
easat-5683	322	17	bridging	bridge	VERB
easat-5683	322	18	the	the	DET
easat-5683	322	19	communication	communication	NOUN
easat-5683	322	20	gap	gap	NOUN
easat-5683	322	21	,	,	PUNCT
easat-5683	322	22	"	"	PUNCT
easat-5683	322	23	journal	journal	NOUN
easat-5683	322	24	of	of	ADP
easat-5683	322	25	medical	medical	ADJ
easat-5683	322	26	internet	internet	NOUN
easat-5683	322	27	research	research	NOUN
easat-5683	322	28	human	human	ADJ
easat-5683	322	29	factors	factor	NOUN
easat-5683	322	30	,	,	PUNCT
easat-5683	322	31	vol	vol	NOUN
easat-5683	322	32	.	.	PROPN
easat-5683	322	33	1	1	NUM
easat-5683	322	34	,	,	PUNCT
easat-5683	322	35	no	no	INTJ
easat-5683	322	36	.	.	NOUN
easat-5683	322	37	1	1	NUM
easat-5683	322	38	,	,	PUNCT
easat-5683	322	39	p.	p.	NOUN
easat-5683	322	40	e49647	e49647	NUM
easat-5683	322	41	,	,	PUNCT
easat-5683	322	42	2024	2024	NUM
easat-5683	322	43	.	.	PUNCT
easat-5683	323	1	https://doi.org/10.2196/humanfactors.12345	https://doi.org/10.2196/humanfactors.12345	PROPN
easat-5683	323	2	[	[	X
easat-5683	323	3	11	11	NUM
easat-5683	323	4	]	]	PUNCT
easat-5683	323	5	j.	j.	PROPN
easat-5683	323	6	bajwa	bajwa	PROPN
easat-5683	323	7	,	,	PUNCT
easat-5683	323	8	u.	u.	PROPN
easat-5683	323	9	munir	munir	PROPN
easat-5683	323	10	,	,	PUNCT
easat-5683	323	11	a.	a.	NOUN
easat-5683	323	12	nori	nori	PROPN
easat-5683	323	13	,	,	PUNCT
easat-5683	323	14	and	and	CCONJ
easat-5683	323	15	b.	b.	PROPN
easat-5683	323	16	williams	williams	PROPN
easat-5683	323	17	,	,	PUNCT
easat-5683	323	18	"	"	PUNCT
easat-5683	323	19	artificial	artificial	ADJ
easat-5683	323	20	intelligence	intelligence	NOUN
easat-5683	323	21	in	in	ADP
easat-5683	323	22	healthcare	healthcare	PROPN
easat-5683	323	23	:	:	PUNCT
easat-5683	323	24	transforming	transform	VERB
easat-5683	323	25	the	the	DET
easat-5683	323	26	practice	practice	NOUN
easat-5683	323	27	of	of	ADP
easat-5683	323	28	medicine	medicine	NOUN
easat-5683	323	29	,	,	PUNCT
easat-5683	323	30	"	"	PUNCT
easat-5683	323	31	future	future	ADJ
easat-5683	323	32	healthcare	healthcare	PROPN
easat-5683	323	33	journal	journal	PROPN
easat-5683	323	34	,	,	PUNCT
easat-5683	323	35	vol	vol	NOUN
easat-5683	323	36	.	.	PROPN
easat-5683	323	37	8	8	NUM
easat-5683	323	38	,	,	PUNCT
easat-5683	323	39	no	no	INTJ
easat-5683	323	40	.	.	NOUN
easat-5683	323	41	2	2	NUM
easat-5683	323	42	,	,	PUNCT
easat-5683	323	43	pp	pp	ADJ
easat-5683	323	44	.	.	PUNCT
easat-5683	324	1	e188	e188	PROPN
easat-5683	324	2	-	-	SYM
easat-5683	324	3	e194	e194	PROPN
easat-5683	324	4	,	,	PUNCT
easat-5683	324	5	2021	2021	NUM
easat-5683	324	6	.	.	PUNCT
easat-5683	325	1	[	[	X
easat-5683	325	2	12	12	NUM
easat-5683	325	3	]	]	PUNCT
easat-5683	325	4	associated	associated	ADJ
easat-5683	325	5	press	press	NOUN
easat-5683	325	6	,	,	PUNCT
easat-5683	325	7	"	"	PUNCT
easat-5683	325	8	hospitals	hospital	NOUN
easat-5683	325	9	introduce	introduce	VERB
easat-5683	325	10	ai	ai	NOUN
easat-5683	325	11	nurses	nurse	NOUN
easat-5683	325	12	to	to	PART
easat-5683	325	13	streamline	streamline	VERB
easat-5683	325	14	patient	patient	ADJ
easat-5683	325	15	care	care	NOUN
easat-5683	325	16	.	.	PUNCT
easat-5683	326	1	ap	ap	PROPN
easat-5683	326	2	news	news	PROPN
easat-5683	326	3	,	,	PUNCT
easat-5683	326	4	"	"	PUNCT
easat-5683	326	5	retrieved	retrieve	VERB
easat-5683	326	6	:	:	PUNCT
easat-5683	326	7	https://apnews.com/.	https://apnews.com/.	PROPN
easat-5683	327	1	[	[	X
easat-5683	327	2	accessed	access	VERB
easat-5683	327	3	2023	2023	NUM
easat-5683	327	4	.	.	PUNCT
easat-5683	328	1	[	[	X
easat-5683	328	2	13	13	NUM
easat-5683	328	3	]	]	X
easat-5683	328	4	e.	e.	PROPN
easat-5683	328	5	getachew	getachew	PROPN
easat-5683	328	6	et	et	PROPN
easat-5683	328	7	al	al	PROPN
easat-5683	328	8	.	.	PROPN
easat-5683	328	9	,	,	PUNCT
easat-5683	328	10	"	"	PUNCT
easat-5683	328	11	digital	digital	ADJ
easat-5683	328	12	health	health	NOUN
easat-5683	328	13	in	in	ADP
easat-5683	328	14	the	the	DET
easat-5683	328	15	era	era	NOUN
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easat-5683	328	18	:	:	PUNCT
easat-5683	328	19	reshaping	reshape	VERB
easat-5683	328	20	the	the	DET
easat-5683	328	21	next	next	ADJ
easat-5683	328	22	generation	generation	NOUN
easat-5683	328	23	of	of	ADP
easat-5683	328	24	healthcare	healthcare	NOUN
easat-5683	328	25	,	,	PUNCT
easat-5683	328	26	"	"	PUNCT
easat-5683	328	27	frontiers	frontier	NOUN
easat-5683	328	28	in	in	ADP
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easat-5683	328	30	health	health	NOUN
easat-5683	328	31	,	,	PUNCT
easat-5683	328	32	vol	vol	NOUN
easat-5683	328	33	.	.	PROPN
easat-5683	328	34	11	11	NUM
easat-5683	328	35	,	,	PUNCT
easat-5683	328	36	p.	p.	NOUN
easat-5683	328	37	942703	942703	NUM
easat-5683	328	38	,	,	PUNCT
easat-5683	328	39	2023	2023	NUM
easat-5683	328	40	.	.	PUNCT
easat-5683	329	1	https://doi.org/10.3389/fpubh.2023.942703	https://doi.org/10.3389/fpubh.2023.942703	PROPN
easat-5683	329	2	[	[	X
easat-5683	329	3	14	14	NUM
easat-5683	329	4	]	]	SYM
easat-5683	329	5	time	time	NOUN
easat-5683	329	6	magazine	magazine	NOUN
easat-5683	329	7	,	,	PUNCT
easat-5683	329	8	"	"	PUNCT
easat-5683	329	9	ai	ai	ADJ
easat-5683	329	10	-	-	PUNCT
easat-5683	329	11	powered	power	VERB
easat-5683	329	12	medical	medical	ADJ
easat-5683	329	13	scribes	scribe	NOUN
easat-5683	329	14	:	:	PUNCT
easat-5683	329	15	revolutionizing	revolutionize	VERB
easat-5683	329	16	clinical	clinical	ADJ
easat-5683	329	17	documentation	documentation	NOUN
easat-5683	329	18	.	.	PUNCT
easat-5683	330	1	time	time	PROPN
easat-5683	330	2	magazine	magazine	PROPN
easat-5683	330	3	,	,	PUNCT
easat-5683	330	4	"	"	PUNCT
easat-5683	330	5	retrieved	retrieve	VERB
easat-5683	330	6	:	:	PUNCT
easat-5683	330	7	https://time.com/.	https://time.com/.	PROPN
easat-5683	331	1	[	[	X
easat-5683	331	2	accessed	access	VERB
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easat-5683	331	4	.	.	PUNCT
easat-5683	332	1	[	[	X
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easat-5683	332	3	]	]	X
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easat-5683	332	5	kam	kam	PROPN
easat-5683	332	6	,	,	PUNCT
easat-5683	332	7	"	"	PUNCT
easat-5683	332	8	evaluating	evaluate	VERB
easat-5683	332	9	the	the	DET
easat-5683	332	10	integration	integration	NOUN
easat-5683	332	11	of	of	ADP
easat-5683	332	12	offline	offline	ADJ
easat-5683	332	13	doctor	doctor	NOUN
easat-5683	332	14	assistant	assistant	NOUN
easat-5683	332	15	into	into	ADP
easat-5683	332	16	maritime	maritime	ADJ
easat-5683	332	17	healthcare	healthcare	PROPN
easat-5683	332	18	systems	system	NOUN
easat-5683	332	19	to	to	PART
easat-5683	332	20	enhance	enhance	VERB
easat-5683	332	21	safety	safety	NOUN
easat-5683	332	22	at	at	ADP
easat-5683	332	23	sea	sea	NOUN
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easat-5683	332	33	port	port	NOUN
easat-5683	332	34	cities	city	NOUN
easat-5683	332	35	,	,	PUNCT
easat-5683	332	36	vol	vol	NOUN
easat-5683	332	37	.	.	PROPN
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easat-5683	332	39	,	,	PUNCT
easat-5683	332	40	pp	pp	ADJ
easat-5683	332	41	.	.	PUNCT
easat-5683	333	1	59	59	NUM
easat-5683	333	2	-	-	SYM
easat-5683	333	3	82	82	NUM
easat-5683	333	4	,	,	PUNCT
easat-5683	333	5	2024	2024	NUM
easat-5683	333	6	.	.	PUNCT
easat-5683	334	1	https://doi.org/10.35158/cisspc.2024.06.31.59	https://doi.org/10.35158/cisspc.2024.06.31.59	PUNCT
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easat-5683	335	3	]	]	PUNCT
easat-5683	335	4	s.	s.	PROPN
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easat-5683	335	7	,	,	PUNCT
easat-5683	335	8	r.	r.	PROPN
easat-5683	335	9	schnall	schnall	PROPN
easat-5683	335	10	,	,	PUNCT
easat-5683	335	11	p.	p.	NOUN
easat-5683	335	12	w.	w.	PROPN
easat-5683	335	13	stone	stone	PROPN
easat-5683	335	14	,	,	PUNCT
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easat-5683	335	16	a.	a.	NOUN
easat-5683	335	17	carballo	carballo	PROPN
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easat-5683	335	20	,	,	PUNCT
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easat-5683	335	26	tuberculosis	tuberculosis	NOUN
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easat-5683	335	36	jmir	jmir	PROPN
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easat-5683	335	38	and	and	CCONJ
easat-5683	335	39	uhealth	uhealth	NOUN
easat-5683	335	40	,	,	PUNCT
easat-5683	335	41	vol	vol	NOUN
easat-5683	335	42	.	.	PROPN
easat-5683	335	43	4	4	NUM
easat-5683	335	44	,	,	PUNCT
easat-5683	335	45	no	no	INTJ
easat-5683	335	46	.	.	NOUN
easat-5683	335	47	2	2	NUM
easat-5683	335	48	,	,	PUNCT
easat-5683	335	49	p.	p.	NOUN
easat-5683	335	50	e5022	e5022	PROPN
easat-5683	335	51	,	,	PUNCT
easat-5683	335	52	2016	2016	NUM
easat-5683	335	53	.	.	PUNCT
easat-5683	336	1	https://doi.org/10.2196/mhealth.5022	https://doi.org/10.2196/mhealth.5022	NOUN
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easat-5683	337	3	]	]	X
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easat-5683	337	6	,	,	PUNCT
easat-5683	337	7	n.	n.	PROPN
easat-5683	337	8	son	son	PROPN
easat-5683	337	9	,	,	PUNCT
easat-5683	337	10	b.	b.	PROPN
easat-5683	337	11	abdulkerim	abdulkerim	PROPN
easat-5683	337	12	,	,	PUNCT
easat-5683	337	13	c.	c.	PROPN
easat-5683	337	14	a.	a.	PROPN
easat-5683	337	15	jordan	jordan	PROPN
easat-5683	337	16	,	,	PUNCT
easat-5683	337	17	and	and	CCONJ
easat-5683	337	18	c.	c.	PROPN
easat-5683	337	19	g.	g.	PROPN
easat-5683	337	20	e.	e.	PROPN
easat-5683	337	21	son	son	PROPN
easat-5683	337	22	,	,	PUNCT
easat-5683	337	23	"	"	PUNCT
easat-5683	337	24	overcoming	overcome	VERB
easat-5683	337	25	communication	communication	NOUN
easat-5683	337	26	barriers	barrier	NOUN
easat-5683	337	27	to	to	ADP
easat-5683	337	28	healthcare	healthcare	NOUN
easat-5683	337	29	for	for	ADP
easat-5683	337	30	culturally	culturally	ADV
easat-5683	337	31	and	and	CCONJ
easat-5683	337	32	linguistically	linguistically	ADV
easat-5683	337	33	diverse	diverse	ADJ
easat-5683	337	34	patients	patient	NOUN
easat-5683	337	35	,	,	PUNCT
easat-5683	337	36	"	"	PUNCT
easat-5683	337	37	north	north	ADJ
easat-5683	337	38	american	american	ADJ
easat-5683	337	39	journal	journal	PROPN
easat-5683	337	40	of	of	ADP
easat-5683	337	41	medicine	medicine	NOUN
easat-5683	337	42	and	and	CCONJ
easat-5683	337	43	science	science	NOUN
easat-5683	337	44	,	,	PUNCT
easat-5683	337	45	vol	vol	NOUN
easat-5683	337	46	.	.	PROPN
easat-5683	337	47	10	10	NUM
easat-5683	337	48	,	,	PUNCT
easat-5683	337	49	no	no	INTJ
easat-5683	337	50	.	.	NOUN
easat-5683	337	51	3	3	NUM
easat-5683	337	52	,	,	PUNCT
easat-5683	337	53	pp	pp	ADJ
easat-5683	337	54	.	.	PUNCT
easat-5683	337	55	103109	103109	NUM
easat-5683	337	56	,	,	PUNCT
easat-5683	337	57	2017	2017	NUM
easat-5683	337	58	.	.	PUNCT
easat-5683	338	1	[	[	X
easat-5683	338	2	18	18	NUM
easat-5683	338	3	]	]	PUNCT
easat-5683	338	4	m.	m.	PROPN
easat-5683	338	5	b.	b.	PROPN
easat-5683	338	6	vela	vela	PROPN
easat-5683	338	7	,	,	PUNCT
easat-5683	338	8	c.	c.	PROPN
easat-5683	338	9	fritz	fritz	PROPN
easat-5683	338	10	,	,	PUNCT
easat-5683	338	11	v.	v.	PROPN
easat-5683	338	12	g.	g.	PROPN
easat-5683	338	13	press	press	PROPN
easat-5683	338	14	,	,	PUNCT
easat-5683	338	15	and	and	CCONJ
easat-5683	338	16	j.	j.	PROPN
easat-5683	338	17	girotti	girotti	PROPN
easat-5683	338	18	,	,	PUNCT
easat-5683	338	19	"	"	PUNCT
easat-5683	338	20	medical	medical	ADJ
easat-5683	338	21	students	student	NOUN
easat-5683	338	22	’	’	PART
easat-5683	338	23	experiences	experience	NOUN
easat-5683	338	24	and	and	CCONJ
easat-5683	338	25	perspectives	perspective	NOUN
easat-5683	338	26	on	on	ADP
easat-5683	338	27	interpreting	interpret	VERB
easat-5683	338	28	for	for	ADP
easat-5683	338	29	lep	lep	PROPN
easat-5683	338	30	patients	patient	NOUN
easat-5683	338	31	at	at	ADP
easat-5683	338	32	two	two	NUM
easat-5683	338	33	us	us	PROPN
easat-5683	338	34	medical	medical	ADJ
easat-5683	338	35	schools	school	NOUN
easat-5683	338	36	,	,	PUNCT
easat-5683	338	37	"	"	PUNCT
easat-5683	338	38	journal	journal	NOUN
easat-5683	338	39	of	of	ADP
easat-5683	338	40	racial	racial	ADJ
easat-5683	338	41	and	and	CCONJ
easat-5683	338	42	ethnic	ethnic	ADJ
easat-5683	338	43	health	health	NOUN
easat-5683	338	44	disparities	disparity	NOUN
easat-5683	338	45	,	,	PUNCT
easat-5683	338	46	vol	vol	NOUN
easat-5683	338	47	.	.	PROPN
easat-5683	339	1	3	3	NUM
easat-5683	339	2	,	,	PUNCT
easat-5683	339	3	pp	pp	ADJ
easat-5683	339	4	.	.	PUNCT
easat-5683	340	1	245	245	NUM
easat-5683	340	2	-	-	SYM
easat-5683	340	3	249	249	NUM
easat-5683	340	4	,	,	PUNCT
easat-5683	340	5	2016	2016	NUM
easat-5683	340	6	.	.	PUNCT
easat-5683	341	1	https://doi.org/10.1007/s40615-015-0134-7	https://doi.org/10.1007/s40615-015-0134-7	NUM
easat-5683	342	1	[	[	X
easat-5683	342	2	19	19	NUM
easat-5683	342	3	]	]	PUNCT
easat-5683	342	4	m.	m.	NOUN
easat-5683	342	5	kim	kim	PROPN
easat-5683	342	6	and	and	CCONJ
easat-5683	342	7	h.	h.	PROPN
easat-5683	342	8	lee	lee	PROPN
easat-5683	342	9	,	,	PUNCT
easat-5683	342	10	"	"	PUNCT
easat-5683	342	11	improvement	improvement	NOUN
easat-5683	342	12	of	of	ADP
easat-5683	342	13	verbal	verbal	ADJ
easat-5683	342	14	and	and	CCONJ
easat-5683	342	15	nonverbal	nonverbal	ADJ
easat-5683	342	16	communication	communication	NOUN
easat-5683	342	17	skills	skill	NOUN
easat-5683	342	18	of	of	ADP
easat-5683	342	19	nursing	nursing	NOUN
easat-5683	342	20	students	student	NOUN
easat-5683	342	21	through	through	ADP
easat-5683	342	22	selfobjectification	selfobjectification	NOUN
easat-5683	342	23	,	,	PUNCT
easat-5683	342	24	"	"	PUNCT
easat-5683	342	25	international	international	ADJ
easat-5683	342	26	journal	journal	NOUN
easat-5683	342	27	of	of	ADP
easat-5683	342	28	advanced	advanced	ADJ
easat-5683	342	29	nursing	nursing	NOUN
easat-5683	342	30	education	education	NOUN
easat-5683	342	31	and	and	CCONJ
easat-5683	342	32	research	research	NOUN
easat-5683	342	33	,	,	PUNCT
easat-5683	342	34	may	may	AUX
easat-5683	342	35	,	,	PUNCT
easat-5683	342	36	vol	vol	NOUN
easat-5683	342	37	.	.	PROPN
easat-5683	343	1	3	3	NUM
easat-5683	343	2	,	,	PUNCT
easat-5683	343	3	no	no	INTJ
easat-5683	343	4	.	.	NOUN
easat-5683	343	5	1	1	NUM
easat-5683	343	6	,	,	PUNCT
easat-5683	343	7	pp	pp	ADJ
easat-5683	343	8	.	.	PUNCT
easat-5683	344	1	31	31	NUM
easat-5683	344	2	-	-	SYM
easat-5683	344	3	36	36	NUM
easat-5683	344	4	,	,	PUNCT
easat-5683	344	5	2018	2018	NUM
easat-5683	344	6	.	.	PUNCT
easat-5683	345	1	https://doi.org/10.21742/ijaner.2018.3.1.06	https://doi.org/10.21742/ijaner.2018.3.1.06	NOUN
easat-5683	345	2	[	[	NOUN
easat-5683	345	3	20	20	NUM
easat-5683	345	4	]	]	PUNCT
easat-5683	345	5	m.-y	m.-y	PROPN
easat-5683	345	6	.	.	PUNCT
easat-5683	346	1	moon	moon	NOUN
easat-5683	346	2	and	and	CCONJ
easat-5683	346	3	y.-o	y.-o	PROPN
easat-5683	346	4	.	.	PUNCT
easat-5683	347	1	lee	lee	PROPN
easat-5683	347	2	,	,	PUNCT
easat-5683	347	3	"	"	PUNCT
easat-5683	347	4	performance	performance	NOUN
easat-5683	347	5	of	of	ADP
easat-5683	347	6	therapeutic	therapeutic	ADJ
easat-5683	347	7	communication	communication	NOUN
easat-5683	347	8	knowledge	knowledge	NOUN
easat-5683	347	9	application	application	NOUN
easat-5683	347	10	and	and	CCONJ
easat-5683	347	11	technique	technique	NOUN
easat-5683	347	12	during	during	ADP
easat-5683	347	13	clinical	clinical	ADJ
easat-5683	347	14	training	training	NOUN
easat-5683	347	15	of	of	ADP
easat-5683	347	16	nursing	nursing	NOUN
easat-5683	347	17	college	college	NOUN
easat-5683	347	18	students	student	NOUN
easat-5683	347	19	,	,	PUNCT
easat-5683	347	20	"	"	PUNCT
easat-5683	347	21	international	international	ADJ
easat-5683	347	22	journal	journal	NOUN
easat-5683	347	23	of	of	ADP
easat-5683	347	24	advanced	advanced	ADJ
easat-5683	347	25	nursing	nursing	NOUN
easat-5683	347	26	education	education	NOUN
easat-5683	347	27	and	and	CCONJ
easat-5683	347	28	research	research	NOUN
easat-5683	347	29	,	,	PUNCT
easat-5683	347	30	vol	vol	NOUN
easat-5683	347	31	.	.	PROPN
easat-5683	347	32	4	4	NUM
easat-5683	347	33	,	,	PUNCT
easat-5683	347	34	no	no	INTJ
easat-5683	347	35	.	.	NOUN
easat-5683	347	36	3	3	NUM
easat-5683	347	37	,	,	PUNCT
easat-5683	347	38	pp	pp	ADJ
easat-5683	347	39	.	.	PUNCT
easat-5683	348	1	19	19	NUM
easat-5683	348	2	-	-	SYM
easat-5683	348	3	24	24	NUM
easat-5683	348	4	,	,	PUNCT
easat-5683	348	5	2019	2019	NUM
easat-5683	348	6	.	.	PUNCT
easat-5683	349	1	https://doi.org/10.21742/ijaner.2019.4.3.04	https://doi.org/10.21742/ijaner.2019.4.3.04	PROPN
easat-5683	349	2	[	[	X
easat-5683	349	3	21	21	NUM
easat-5683	349	4	]	]	PUNCT
easat-5683	349	5	committee	committee	NOUN
easat-5683	349	6	opinion	opinion	NOUN
easat-5683	349	7	no	no	INTJ
easat-5683	349	8	.	.	PROPN
easat-5683	349	9	587	587	NUM
easat-5683	349	10	,	,	PUNCT
easat-5683	349	11	"	"	PUNCT
easat-5683	349	12	effective	effective	ADJ
easat-5683	349	13	patient	patient	NOUN
easat-5683	349	14	-	-	PUNCT
easat-5683	349	15	physician	physician	NOUN
easat-5683	349	16	communication	communication	NOUN
easat-5683	349	17	,	,	PUNCT
easat-5683	349	18	"	"	PUNCT
easat-5683	349	19	american	american	PROPN
easat-5683	349	20	college	college	NOUN
easat-5683	349	21	of	of	ADP
easat-5683	349	22	obstetricians	obstetrician	NOUN
easat-5683	349	23	and	and	CCONJ
easat-5683	349	24	gynecologists	gynecologist	NOUN
easat-5683	349	25	,	,	PUNCT
easat-5683	349	26	vol	vol	NOUN
easat-5683	349	27	.	.	NOUN
easat-5683	349	28	123	123	NUM
easat-5683	349	29	,	,	PUNCT
easat-5683	349	30	no	no	INTJ
easat-5683	349	31	.	.	NOUN
easat-5683	349	32	1	1	NUM
easat-5683	349	33	,	,	PUNCT
easat-5683	349	34	pp	pp	ADJ
easat-5683	349	35	.	.	PUNCT
easat-5683	350	1	389	389	NUM
easat-5683	350	2	-	-	SYM
easat-5683	350	3	393	393	NUM
easat-5683	350	4	,	,	PUNCT
easat-5683	350	5	2014	2014	NUM
easat-5683	350	6	.	.	PUNCT
easat-5683	351	1	https://doi.org/10.1097/01.aog.0000443279.14017.12	https://doi.org/10.1097/01.aog.0000443279.14017.12	X
easat-5683	351	2	[	[	X
easat-5683	351	3	22	22	NUM
easat-5683	351	4	]	]	X
easat-5683	351	5	h.	h.	PROPN
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easat-5683	351	7	et	et	PROPN
easat-5683	351	8	al	al	PROPN
easat-5683	351	9	.	.	PROPN
easat-5683	351	10	,	,	PUNCT
easat-5683	351	11	"	"	PUNCT
easat-5683	351	12	positive	positive	ADJ
easat-5683	351	13	airway	airway	NOUN
easat-5683	351	14	pressure	pressure	NOUN
easat-5683	351	15	telehealth	telehealth	NOUN
easat-5683	351	16	models	model	NOUN
easat-5683	351	17	and	and	CCONJ
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easat-5683	351	19	-	-	PUNCT
easat-5683	351	20	term	term	NOUN
easat-5683	351	21	therapy	therapy	NOUN
easat-5683	351	22	termination	termination	NOUN
easat-5683	351	23	:	:	PUNCT
easat-5683	351	24	a	a	DET
easat-5683	351	25	healthcare	healthcare	NOUN
easat-5683	351	26	database	database	NOUN
easat-5683	351	27	analysis	analysis	NOUN
easat-5683	351	28	,	,	PUNCT
easat-5683	351	29	"	"	PUNCT
easat-5683	351	30	erj	erj	PROPN
easat-5683	351	31	open	open	ADJ
easat-5683	351	32	research	research	PROPN
easat-5683	351	33	,	,	PUNCT
easat-5683	351	34	vol	vol	NOUN
easat-5683	351	35	.	.	PROPN
easat-5683	351	36	10	10	NUM
easat-5683	351	37	,	,	PUNCT
easat-5683	351	38	no	no	INTJ
easat-5683	351	39	.	.	NOUN
easat-5683	351	40	1	1	NUM
easat-5683	351	41	,	,	PUNCT
easat-5683	351	42	p.	p.	NOUN
easat-5683	351	43	424	424	NUM
easat-5683	351	44	,	,	PUNCT
easat-5683	351	45	2024	2024	NUM
easat-5683	351	46	.	.	PUNCT
easat-5683	351	47	https://doi.org/10.1183/23120541.00424-2023	https://doi.org/10.1183/23120541.00424-2023	X
easat-5683	352	1	[	[	X
easat-5683	352	2	23	23	NUM
easat-5683	352	3	]	]	X
easat-5683	352	4	s.	s.	PROPN
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easat-5683	352	6	et	et	PROPN
easat-5683	352	7	al	al	PROPN
easat-5683	352	8	.	.	PROPN
easat-5683	352	9	,	,	PUNCT
easat-5683	352	10	"	"	PUNCT
easat-5683	352	11	development	development	NOUN
easat-5683	352	12	and	and	CCONJ
easat-5683	352	13	usability	usability	NOUN
easat-5683	352	14	evaluation	evaluation	NOUN
easat-5683	352	15	of	of	ADP
easat-5683	352	16	an	an	DET
easat-5683	352	17	opioid	opioid	ADJ
easat-5683	352	18	management	management	NOUN
easat-5683	352	19	app	app	NOUN
easat-5683	352	20	,	,	PUNCT
easat-5683	352	21	"	"	PUNCT
easat-5683	352	22	ios	ios	PROPN
easat-5683	352	23	press	press	NOUN
easat-5683	352	24	,	,	PUNCT
easat-5683	352	25	2024	2024	NUM
easat-5683	352	26	,	,	PUNCT
easat-5683	352	27	pp	pp	ADJ
easat-5683	352	28	.	.	PUNCT
easat-5683	352	29	976980	976980	NUM
easat-5683	352	30	.	.	PUNCT
easat-5683	353	1	[	[	X
easat-5683	353	2	24	24	NUM
easat-5683	353	3	]	]	PUNCT
easat-5683	353	4	t.	t.	PROPN
easat-5683	353	5	neu	neu	PROPN
easat-5683	353	6	,	,	PUNCT
easat-5683	353	7	c.	c.	PROPN
easat-5683	353	8	eppley	eppley	PROPN
easat-5683	353	9	,	,	PUNCT
easat-5683	353	10	and	and	CCONJ
easat-5683	353	11	k.	k.	PROPN
easat-5683	353	12	gianelis	gianelis	PROPN
easat-5683	353	13	,	,	PUNCT
easat-5683	353	14	"	"	PUNCT
easat-5683	353	15	implementing	implement	VERB
easat-5683	353	16	effective	effective	ADJ
easat-5683	353	17	care	care	NOUN
easat-5683	353	18	through	through	ADP
easat-5683	353	19	utilization	utilization	NOUN
easat-5683	353	20	of	of	ADP
easat-5683	353	21	diabetes	diabetes	NOUN
easat-5683	353	22	-	-	PUNCT
easat-5683	353	23	focused	focus	VERB
easat-5683	353	24	“	"	PUNCT
easat-5683	353	25	right	right	ADJ
easat-5683	353	26	care	care	NOUN
easat-5683	353	27	”	"	PUNCT
easat-5683	353	28	visits	visit	NOUN
easat-5683	353	29	in	in	ADP
easat-5683	353	30	a	a	DET
easat-5683	353	31	suburban	suburban	ADJ
easat-5683	353	32	primary	primary	ADJ
easat-5683	353	33	care	care	NOUN
easat-5683	353	34	setting	setting	NOUN
easat-5683	353	35	,	,	PUNCT
easat-5683	353	36	"	"	PUNCT
easat-5683	353	37	journal	journal	NOUN
easat-5683	353	38	of	of	ADP
easat-5683	353	39	doctoral	doctoral	ADJ
easat-5683	353	40	nursing	nursing	NOUN
easat-5683	353	41	practice	practice	NOUN
easat-5683	353	42	,	,	PUNCT
easat-5683	353	43	vol	vol	NOUN
easat-5683	353	44	.	.	PROPN
easat-5683	353	45	16	16	NUM
easat-5683	353	46	,	,	PUNCT
easat-5683	353	47	no	no	INTJ
easat-5683	353	48	.	.	NOUN
easat-5683	353	49	2	2	NUM
easat-5683	353	50	,	,	PUNCT
easat-5683	353	51	pp	pp	ADJ
easat-5683	353	52	.	.	PUNCT
easat-5683	354	1	139	139	NUM
easat-5683	354	2	-	-	SYM
easat-5683	354	3	149	149	NUM
easat-5683	354	4	,	,	PUNCT
easat-5683	354	5	2023	2023	NUM
easat-5683	354	6	.	.	PUNCT
easat-5683	355	1	https://doi.org/10.1891/jdnp-2022-0008	https://doi.org/10.1891/jdnp-2022-0008	NOUN
easat-5683	356	1	[	[	X
easat-5683	356	2	25	25	NUM
easat-5683	356	3	]	]	PUNCT
easat-5683	356	4	c.	c.	PROPN
easat-5683	356	5	e.	e.	PROPN
easat-5683	356	6	milliren	milliren	PROPN
easat-5683	356	7	,	,	PUNCT
easat-5683	356	8	b.	b.	PROPN
easat-5683	356	9	lindsay	lindsay	PROPN
easat-5683	356	10	,	,	PUNCT
easat-5683	356	11	l.	l.	PROPN
easat-5683	356	12	biernat	biernat	PROPN
easat-5683	356	13	,	,	PUNCT
easat-5683	356	14	t.	t.	PROPN
easat-5683	356	15	a.	a.	PROPN
easat-5683	356	16	smith	smith	PROPN
easat-5683	356	17	,	,	PUNCT
easat-5683	356	18	and	and	CCONJ
easat-5683	356	19	b.	b.	PROPN
easat-5683	356	20	weaver	weaver	PROPN
easat-5683	356	21	,	,	PUNCT
easat-5683	356	22	"	"	PUNCT
easat-5683	356	23	can	can	AUX
easat-5683	356	24	digital	digital	ADJ
easat-5683	356	25	engagement	engagement	NOUN
easat-5683	356	26	improve	improve	VERB
easat-5683	356	27	outcomes	outcome	NOUN
easat-5683	356	28	for	for	ADP
easat-5683	356	29	total	total	ADJ
easat-5683	356	30	joint	joint	ADJ
easat-5683	356	31	replacements	replacement	NOUN
easat-5683	356	32	?	?	PUNCT
easat-5683	356	33	,	,	PUNCT
easat-5683	356	34	"	"	PUNCT
easat-5683	356	35	digital	digital	ADJ
easat-5683	356	36	health	health	NOUN
easat-5683	356	37	,	,	PUNCT
easat-5683	356	38	vol	vol	NOUN
easat-5683	356	39	.	.	PROPN
easat-5683	356	40	8	8	NUM
easat-5683	356	41	,	,	PUNCT
easat-5683	356	42	p.	p.	NOUN
easat-5683	356	43	20552076221095322	20552076221095322	NUM
easat-5683	356	44	,	,	PUNCT
easat-5683	356	45	2022	2022	NUM
easat-5683	356	46	.	.	PUNCT
easat-5683	357	1	https://doi.org/10.1177/20552076221095322	https://doi.org/10.1177/20552076221095322	PROPN
easat-5683	357	2	https://doi.org/10.1186/s12960-019-0411-3	https://doi.org/10.1186/s12960-019-0411-3	PROPN
easat-5683	357	3	https://doi.org/10.1016/j.jhsg.2024.04.002	https://doi.org/10.1016/j.jhsg.2024.04.002	VERB
easat-5683	357	4	https://doi.org/10.7759/cureus.19957	https://doi.org/10.7759/cureus.19957	NOUN
easat-5683	357	5	https://doi.org/10.1136/bmjopen-2023-072274	https://doi.org/10.1136/bmjopen-2023-072274	PROPN
easat-5683	357	6	https://doi.org/10.1093/jamia/ocae142	https://doi.org/10.1093/jamia/ocae142	PROPN
easat-5683	357	7	https://doi.org/10.3389/fgwh.2021.757706	https://doi.org/10.3389/fgwh.2021.757706	PROPN
easat-5683	357	8	https://doi.org/10.2196/31459	https://doi.org/10.2196/31459	PROPN
easat-5683	357	9	https://doi.org/10.2196/humanfactors.12345	https://doi.org/10.2196/humanfactors.12345	ADV
easat-5683	357	10	https://apnews.com/	https://apnews.com/	PROPN
easat-5683	357	11	https://doi.org/10.3389/fpubh.2023.942703	https://doi.org/10.3389/fpubh.2023.942703	PROPN
easat-5683	357	12	https://time.com/	https://time.com/	ADJ
easat-5683	357	13	https://doi.org/10.35158/cisspc.2024.06.31.59	https://doi.org/10.35158/cisspc.2024.06.31.59	PUNCT
easat-5683	357	14	https://doi.org/10.2196/mhealth.5022	https://doi.org/10.2196/mhealth.5022	NOUN
easat-5683	357	15	https://doi.org/10.1007/s40615-015-0134-7	https://doi.org/10.1007/s40615-015-0134-7	NUM
easat-5683	357	16	https://doi.org/10.21742/ijaner.2018.3.1.06	https://doi.org/10.21742/ijaner.2018.3.1.06	NOUN
easat-5683	357	17	https://doi.org/10.21742/ijaner.2019.4.3.04	https://doi.org/10.21742/ijaner.2019.4.3.04	PROPN
easat-5683	357	18	https://doi.org/10.1097/01.aog.0000443279.14017.12	https://doi.org/10.1097/01.aog.0000443279.14017.12	PROPN
easat-5683	357	19	https://doi.org/10.1183/23120541.00424-2023	https://doi.org/10.1183/23120541.00424-2023	SYM
easat-5683	357	20	https://doi.org/10.1891/jdnp-2022-0008	https://doi.org/10.1891/jdnp-2022-0008	NOUN
easat-5683	357	21	https://doi.org/10.1177/20552076221095322	https://doi.org/10.1177/20552076221095322	PROPN
easat-5683	357	22	1724	1724	NUM
easat-5683	357	23	edelweiss	edelweiss	PROPN
easat-5683	357	24	applied	apply	VERB
easat-5683	357	25	science	science	NOUN
easat-5683	357	26	and	and	CCONJ
easat-5683	357	27	technology	technology	NOUN
easat-5683	357	28	issn	issn	PROPN
easat-5683	357	29	:	:	PUNCT
easat-5683	357	30	2576	2576	NUM
easat-5683	357	31	-	-	SYM
easat-5683	357	32	8484	8484	NUM
easat-5683	357	33	vol	vol	NOUN
easat-5683	357	34	.	.	PROPN
easat-5683	358	1	9	9	NUM
easat-5683	358	2	,	,	PUNCT
easat-5683	358	3	no	no	INTJ
easat-5683	358	4	.	.	NOUN
easat-5683	358	5	3	3	NUM
easat-5683	358	6	:	:	PUNCT
easat-5683	358	7	1711	1711	NUM
easat-5683	358	8	-	-	SYM
easat-5683	358	9	1724	1724	NUM
easat-5683	358	10	,	,	PUNCT
easat-5683	358	11	2025	2025	NUM
easat-5683	358	12	doi	doi	NOUN
easat-5683	358	13	:	:	PUNCT
easat-5683	358	14	10.55214/25768484.v9i3.5683	10.55214/25768484.v9i3.5683	NUM
easat-5683	358	15	©	©	PROPN
easat-5683	358	16	2025	2025	NUM
easat-5683	358	17	by	by	ADP
easat-5683	358	18	the	the	DET
easat-5683	358	19	author	author	NOUN
easat-5683	358	20	;	;	PUNCT
easat-5683	358	21	licensee	licensee	PROPN
easat-5683	358	22	learning	learning	NOUN
easat-5683	358	23	gate	gate	NOUN
easat-5683	359	1	[	[	X
easat-5683	359	2	26	26	NUM
easat-5683	359	3	]	]	PUNCT
easat-5683	359	4	e.	e.	PROPN
easat-5683	359	5	j.	j.	PROPN
easat-5683	359	6	charteris	charteris	PROPN
easat-5683	359	7	and	and	CCONJ
easat-5683	359	8	b.	b.	PROPN
easat-5683	359	9	pounds	pound	NOUN
easat-5683	359	10	,	,	PUNCT
easat-5683	359	11	"	"	PUNCT
easat-5683	359	12	a	a	DET
easat-5683	359	13	nurse	nurse	NOUN
easat-5683	359	14	practitioner	practitioner	NOUN
easat-5683	359	15	–	–	PUNCT
easat-5683	359	16	led	lead	VERB
easat-5683	359	17	effort	effort	NOUN
easat-5683	359	18	to	to	PART
easat-5683	359	19	reduce	reduce	VERB
easat-5683	359	20	30	30	NUM
easat-5683	359	21	-	-	PUNCT
easat-5683	359	22	day	day	NOUN
easat-5683	359	23	heart	heart	NOUN
easat-5683	359	24	failure	failure	NOUN
easat-5683	359	25	readmissions	readmission	NOUN
easat-5683	359	26	,	,	PUNCT
easat-5683	359	27	"	"	PUNCT
easat-5683	359	28	journal	journal	NOUN
easat-5683	359	29	of	of	ADP
easat-5683	359	30	the	the	DET
easat-5683	359	31	american	american	PROPN
easat-5683	359	32	association	association	PROPN
easat-5683	359	33	of	of	ADP
easat-5683	359	34	nurse	nurse	NOUN
easat-5683	359	35	practitioners	practitioner	NOUN
easat-5683	359	36	,	,	PUNCT
easat-5683	359	37	vol	vol	NOUN
easat-5683	359	38	.	.	PROPN
easat-5683	360	1	32	32	NUM
easat-5683	360	2	,	,	PUNCT
easat-5683	360	3	no	no	INTJ
easat-5683	360	4	.	.	NOUN
easat-5683	360	5	11	11	NUM
easat-5683	360	6	,	,	PUNCT
easat-5683	360	7	pp	pp	ADJ
easat-5683	360	8	.	.	PUNCT
easat-5683	361	1	738	738	NUM
easat-5683	361	2	-	-	SYM
easat-5683	361	3	744	744	NUM
easat-5683	361	4	,	,	PUNCT
easat-5683	361	5	2020	2020	NUM
easat-5683	361	6	.	.	PUNCT
easat-5683	362	1	https://doi.org/10.1097/jxx.0000000000000470	https://doi.org/10.1097/jxx.0000000000000470	PROPN
easat-5683	363	1	[	[	X
easat-5683	363	2	27	27	NUM
easat-5683	363	3	]	]	X
easat-5683	363	4	o.	o.	PROPN
easat-5683	363	5	asan	asan	PROPN
easat-5683	363	6	,	,	PUNCT
easat-5683	363	7	j.	j.	PROPN
easat-5683	363	8	tyszka	tyszka	PROPN
easat-5683	363	9	,	,	PUNCT
easat-5683	363	10	and	and	CCONJ
easat-5683	363	11	b.	b.	PROPN
easat-5683	363	12	crotty	crotty	PROPN
easat-5683	363	13	,	,	PUNCT
easat-5683	363	14	"	"	PUNCT
easat-5683	363	15	the	the	DET
easat-5683	363	16	electronic	electronic	ADJ
easat-5683	363	17	health	health	NOUN
easat-5683	363	18	record	record	NOUN
easat-5683	363	19	as	as	ADP
easat-5683	363	20	a	a	DET
easat-5683	363	21	patient	patient	ADJ
easat-5683	363	22	engagement	engagement	NOUN
easat-5683	363	23	tool	tool	NOUN
easat-5683	363	24	:	:	PUNCT
easat-5683	363	25	mirroring	mirror	VERB
easat-5683	363	26	clinicians	clinician	NOUN
easat-5683	363	27	’	'	PUNCT
easat-5683	363	28	screen	screen	NOUN
easat-5683	363	29	to	to	PART
easat-5683	363	30	create	create	VERB
easat-5683	363	31	a	a	DET
easat-5683	363	32	shared	share	VERB
easat-5683	363	33	mental	mental	ADJ
easat-5683	363	34	model	model	NOUN
easat-5683	363	35	,	,	PUNCT
easat-5683	363	36	"	"	PUNCT
easat-5683	363	37	jamia	jamia	PROPN
easat-5683	363	38	open	open	VERB
easat-5683	363	39	,	,	PUNCT
easat-5683	363	40	vol	vol	NOUN
easat-5683	363	41	.	.	PROPN
easat-5683	363	42	1	1	NUM
easat-5683	363	43	,	,	PUNCT
easat-5683	363	44	no	no	INTJ
easat-5683	363	45	.	.	NOUN
easat-5683	363	46	1	1	NUM
easat-5683	363	47	,	,	PUNCT
easat-5683	363	48	pp	pp	ADJ
easat-5683	363	49	.	.	PUNCT
easat-5683	364	1	42	42	NUM
easat-5683	364	2	-	-	SYM
easat-5683	364	3	48	48	NUM
easat-5683	364	4	,	,	PUNCT
easat-5683	364	5	2018	2018	NUM
easat-5683	364	6	.	.	PUNCT
easat-5683	365	1	https://doi.org/10.1093/jamiaopen/ooy006	https://doi.org/10.1093/jamiaopen/ooy006	NOUN
easat-5683	365	2	[	[	X
easat-5683	365	3	28	28	NUM
easat-5683	365	4	]	]	X
easat-5683	365	5	j.	j.	PROPN
easat-5683	365	6	polinski	polinski	PROPN
easat-5683	365	7	,	,	PUNCT
easat-5683	365	8	l.	l.	PROPN
easat-5683	365	9	harris	harris	PROPN
easat-5683	365	10	,	,	PUNCT
easat-5683	365	11	w.	w.	PROPN
easat-5683	365	12	shrank	shrank	PROPN
easat-5683	365	13	,	,	PUNCT
easat-5683	365	14	a.	a.	NOUN
easat-5683	365	15	sussman	sussman	NOUN
easat-5683	365	16	,	,	PUNCT
easat-5683	365	17	and	and	CCONJ
easat-5683	365	18	j.	j.	PROPN
easat-5683	365	19	barron	barron	PROPN
easat-5683	365	20	,	,	PUNCT
easat-5683	365	21	"	"	PUNCT
easat-5683	365	22	impact	impact	NOUN
easat-5683	365	23	of	of	ADP
easat-5683	365	24	a	a	DET
easat-5683	365	25	patient	patient	ADJ
easat-5683	365	26	engagement	engagement	NOUN
easat-5683	365	27	tool	tool	NOUN
easat-5683	365	28	on	on	ADP
easat-5683	365	29	preventive	preventive	ADJ
easat-5683	365	30	service	service	NOUN
easat-5683	365	31	uptake	uptake	NOUN
easat-5683	365	32	,	,	PUNCT
easat-5683	365	33	"	"	PUNCT
easat-5683	365	34	healthc	healthc	PROPN
easat-5683	365	35	(	(	PUNCT
easat-5683	365	36	amst	amst	PROPN
easat-5683	365	37	)	)	PUNCT
easat-5683	365	38	,	,	PUNCT
easat-5683	365	39	vol	vol	NOUN
easat-5683	365	40	.	.	PROPN
easat-5683	365	41	6	6	NUM
easat-5683	365	42	,	,	PUNCT
easat-5683	365	43	no	no	INTJ
easat-5683	365	44	.	.	NOUN
easat-5683	365	45	3	3	NUM
easat-5683	365	46	,	,	PUNCT
easat-5683	365	47	pp	pp	ADJ
easat-5683	365	48	.	.	PUNCT
easat-5683	366	1	162	162	NUM
easat-5683	366	2	-	-	SYM
easat-5683	366	3	167	167	NUM
easat-5683	366	4	,	,	PUNCT
easat-5683	366	5	2018	2018	NUM
easat-5683	366	6	.	.	PUNCT
easat-5683	367	1	https://doi.org/10.1016/j.hjdsi.2017.12.002	https://doi.org/10.1016/j.hjdsi.2017.12.002	NOUN
easat-5683	368	1	[	[	X
easat-5683	368	2	29	29	NUM
easat-5683	368	3	]	]	X
easat-5683	368	4	d.	d.	PROPN
easat-5683	368	5	chen	chen	PROPN
easat-5683	368	6	,	,	PUNCT
easat-5683	368	7	w.	w.	PROPN
easat-5683	368	8	han	han	PROPN
easat-5683	368	9	,	,	PUNCT
easat-5683	368	10	y.	y.	PROPN
easat-5683	368	11	yang	yang	PROPN
easat-5683	368	12	,	,	PUNCT
easat-5683	368	13	and	and	CCONJ
easat-5683	368	14	j.	j.	PROPN
easat-5683	368	15	pan	pan	PROPN
easat-5683	368	16	,	,	PUNCT
easat-5683	368	17	"	"	PUNCT
easat-5683	368	18	doctors	doctor	NOUN
easat-5683	368	19	’	'	PUNCT
easat-5683	368	20	personal	personal	ADJ
easat-5683	368	21	preference	preference	NOUN
easat-5683	368	22	and	and	CCONJ
easat-5683	368	23	adoption	adoption	NOUN
easat-5683	368	24	of	of	ADP
easat-5683	368	25	mobile	mobile	ADJ
easat-5683	368	26	apps	app	NOUN
easat-5683	368	27	to	to	PART
easat-5683	368	28	communicate	communicate	VERB
easat-5683	368	29	with	with	ADP
easat-5683	368	30	patients	patient	NOUN
easat-5683	368	31	in	in	ADP
easat-5683	368	32	china	china	PROPN
easat-5683	368	33	:	:	PUNCT
easat-5683	368	34	qualitative	qualitative	ADJ
easat-5683	368	35	study	study	NOUN
easat-5683	368	36	,	,	PUNCT
easat-5683	368	37	"	"	PUNCT
easat-5683	368	38	jmir	jmir	PROPN
easat-5683	368	39	mhealth	mhealth	PROPN
easat-5683	368	40	and	and	CCONJ
easat-5683	368	41	uhealth	uhealth	NOUN
easat-5683	368	42	,	,	PUNCT
easat-5683	368	43	vol	vol	NOUN
easat-5683	368	44	.	.	PROPN
easat-5683	368	45	12	12	NUM
easat-5683	368	46	,	,	PUNCT
easat-5683	368	47	p.	p.	NOUN
easat-5683	368	48	e49040	e49040	PROPN
easat-5683	368	49	,	,	PUNCT
easat-5683	368	50	2024	2024	NUM
easat-5683	368	51	.	.	PUNCT
easat-5683	369	1	https://doi.org/10.2196/49040	https://doi.org/10.2196/49040	X
easat-5683	370	1	[	[	X
easat-5683	370	2	30	30	NUM
easat-5683	370	3	]	]	X
easat-5683	370	4	r.	r.	PROPN
easat-5683	370	5	saini	saini	PROPN
easat-5683	370	6	,	,	PUNCT
easat-5683	370	7	m.	m.	NOUN
easat-5683	370	8	jeyaraman	jeyaraman	PROPN
easat-5683	370	9	,	,	PUNCT
easat-5683	370	10	n.	n.	PROPN
easat-5683	370	11	jeyaraman	jeyaraman	PROPN
easat-5683	370	12	,	,	PUNCT
easat-5683	370	13	v.	v.	PROPN
easat-5683	370	14	k.	k.	PROPN
easat-5683	370	15	jain	jain	PROPN
easat-5683	370	16	,	,	PUNCT
easat-5683	370	17	s.	s.	PROPN
easat-5683	370	18	ramasubramanian	ramasubramanian	PROPN
easat-5683	370	19	,	,	PUNCT
easat-5683	370	20	and	and	CCONJ
easat-5683	370	21	k.	k.	PROPN
easat-5683	370	22	p.	p.	NOUN
easat-5683	370	23	iyengar	iyengar	PROPN
easat-5683	370	24	,	,	PUNCT
easat-5683	370	25	"	"	PUNCT
easat-5683	370	26	advancing	advance	VERB
easat-5683	370	27	orthopaedic	orthopaedic	ADJ
easat-5683	370	28	trauma	trauma	NOUN
easat-5683	370	29	care	care	NOUN
easat-5683	370	30	through	through	ADP
easat-5683	370	31	whatsapp	whatsapp	NOUN
easat-5683	370	32	:	:	PUNCT
easat-5683	370	33	an	an	DET
easat-5683	370	34	analysis	analysis	NOUN
easat-5683	370	35	of	of	ADP
easat-5683	370	36	clinical	clinical	ADJ
easat-5683	370	37	and	and	CCONJ
easat-5683	370	38	non	non	ADJ
easat-5683	370	39	-	-	ADJ
easat-5683	370	40	clinical	clinical	ADJ
easat-5683	370	41	applications	application	NOUN
easat-5683	370	42	,	,	PUNCT
easat-5683	370	43	challenges	challenge	NOUN
easat-5683	370	44	,	,	PUNCT
easat-5683	370	45	and	and	CCONJ
easat-5683	370	46	future	future	ADJ
easat-5683	370	47	directions	direction	NOUN
easat-5683	370	48	,	,	PUNCT
easat-5683	370	49	"	"	PUNCT
easat-5683	370	50	world	world	NOUN
easat-5683	370	51	journal	journal	NOUN
easat-5683	370	52	of	of	ADP
easat-5683	370	53	orthopedics	orthopedic	NOUN
easat-5683	370	54	,	,	PUNCT
easat-5683	370	55	vol	vol	NOUN
easat-5683	370	56	.	.	PROPN
easat-5683	370	57	15	15	NUM
easat-5683	370	58	,	,	PUNCT
easat-5683	370	59	no	no	INTJ
easat-5683	370	60	.	.	NOUN
easat-5683	370	61	6	6	NUM
easat-5683	370	62	,	,	PUNCT
easat-5683	370	63	p.	p.	NOUN
easat-5683	370	64	529	529	NUM
easat-5683	370	65	,	,	PUNCT
easat-5683	370	66	2024	2024	NUM
easat-5683	370	67	.	.	PUNCT
easat-5683	371	1	https://doi.org/10.5312/wjo.v15.i6.529	https://doi.org/10.5312/wjo.v15.i6.529	ADP
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easat-5683	371	3	https://doi.org/10.1093/jamiaopen/ooy006	https://doi.org/10.1093/jamiaopen/ooy006	ADJ
easat-5683	371	4	https://doi.org/10.1016/j.hjdsi.2017.12.002	https://doi.org/10.1016/j.hjdsi.2017.12.002	NOUN
easat-5683	371	5	https://doi.org/10.2196/49040	https://doi.org/10.2196/49040	X
easat-5683	371	6	https://doi.org/10.5312/wjo.v15.i6.529	https://doi.org/10.5312/wjo.v15.i6.529	NOUN