id	sid	tid	token	lemma	pos
cana-5519	1	1	communications	communication	NOUN
cana-5519	1	2	on	on	ADP
cana-5519	1	3	applied	apply	VERB
cana-5519	1	4	nonlinear	nonlinear	ADJ
cana-5519	1	5	analysis	analysis	NOUN
cana-5519	1	6	issn	issn	NOUN
cana-5519	1	7	:	:	PUNCT
cana-5519	1	8	1074	1074	NUM
cana-5519	1	9	-	-	PUNCT
cana-5519	1	10	133x	133x	NUM
cana-5519	1	11	vol	vol	NOUN
cana-5519	1	12	32	32	NUM
cana-5519	1	13	no	no	NOUN
cana-5519	1	14	.	.	PUNCT
cana-5519	2	1	3s	3s	NUM
cana-5519	2	2	(	(	PUNCT
cana-5519	2	3	2025	2025	NUM
cana-5519	2	4	)	)	PUNCT
cana-5519	2	5	746	746	NUM
cana-5519	2	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-5519	2	7	a	a	DET
cana-5519	2	8	predictive	predictive	ADJ
cana-5519	2	9	analytics	analytic	NOUN
cana-5519	2	10	-	-	PUNCT
cana-5519	2	11	powered	power	VERB
cana-5519	2	12	smart	smart	ADJ
cana-5519	2	13	healthcare	healthcare	NOUN
cana-5519	2	14	monitoring	monitor	VERB
cana-5519	2	15	system	system	NOUN
cana-5519	2	16	to	to	PART
cana-5519	2	17	improve	improve	VERB
cana-5519	2	18	patient	patient	ADJ
cana-5519	2	19	care	care	NOUN
cana-5519	2	20	mr	mr	PROPN
cana-5519	2	21	.	.	PROPN
cana-5519	2	22	niteen	niteen	PROPN
cana-5519	2	23	babanrao	babanrao	PROPN
cana-5519	2	24	dhule1	dhule1	PROPN
cana-5519	2	25	,	,	PUNCT
cana-5519	2	26	dr	dr	PROPN
cana-5519	2	27	.	.	PROPN
cana-5519	2	28	pankaj	pankaj	PROPN
cana-5519	2	29	agarkar2	agarkar2	PROPN
cana-5519	3	1	1student	1student	NUM
cana-5519	3	2	,	,	PUNCT
cana-5519	3	3	department	department	NOUN
cana-5519	3	4	of	of	ADP
cana-5519	3	5	computer	computer	NOUN
cana-5519	3	6	engineering	engineering	NOUN
cana-5519	3	7	,	,	PUNCT
cana-5519	3	8	ajeenkya	ajeenkya	PROPN
cana-5519	3	9	d.	d.	PROPN
cana-5519	3	10	y.	y.	PROPN
cana-5519	3	11	patil	patil	PROPN
cana-5519	3	12	school	school	PROPN
cana-5519	3	13	of	of	ADP
cana-5519	3	14	engineering	engineering	NOUN
cana-5519	3	15	,	,	PUNCT
cana-5519	3	16	lohegaon	lohegaon	PROPN
cana-5519	3	17	,	,	PUNCT
cana-5519	3	18	savitribai	savitribai	NOUN
cana-5519	3	19	phule	phule	PROPN
cana-5519	3	20	pune	pune	PROPN
cana-5519	3	21	university	university	PROPN
cana-5519	3	22	,	,	PUNCT
cana-5519	3	23	pune	pune	PROPN
cana-5519	3	24	,	,	PUNCT
cana-5519	3	25	maharashtra	maharashtra	PROPN
cana-5519	3	26	2assistant	2assistant	PROPN
cana-5519	3	27	professor	professor	PROPN
cana-5519	3	28	,	,	PUNCT
cana-5519	3	29	department	department	NOUN
cana-5519	3	30	of	of	ADP
cana-5519	3	31	computer	computer	NOUN
cana-5519	3	32	engineering	engineering	NOUN
cana-5519	3	33	,	,	PUNCT
cana-5519	3	34	ajeenkya	ajeenkya	PROPN
cana-5519	3	35	d.	d.	PROPN
cana-5519	3	36	y.	y.	PROPN
cana-5519	3	37	patil	patil	PROPN
cana-5519	3	38	school	school	PROPN
cana-5519	3	39	of	of	ADP
cana-5519	3	40	engineering	engineering	NOUN
cana-5519	3	41	,	,	PUNCT
cana-5519	3	42	lohegaon	lohegaon	PROPN
cana-5519	3	43	,	,	PUNCT
cana-5519	3	44	savitribai	savitribai	NOUN
cana-5519	3	45	phule	phule	PROPN
cana-5519	3	46	pune	pune	PROPN
cana-5519	3	47	university	university	PROPN
cana-5519	3	48	,	,	PUNCT
cana-5519	3	49	pune	pune	PROPN
cana-5519	3	50	,	,	PUNCT
cana-5519	3	51	maharashtra	maharashtra	PROPN
cana-5519	3	52	mail	mail	PROPN
cana-5519	4	1	i	i	PROPN
cana-5519	4	2	d	d	PROPN
cana-5519	4	3	:	:	PUNCT
cana-5519	4	4	ndhule1988@gmail.com1	ndhule1988@gmail.com1	NOUN
cana-5519	4	5	,	,	PUNCT
cana-5519	4	6	panakj.agarkar@dypic.in2	panakj.agarkar@dypic.in2	PROPN
cana-5519	4	7	article	article	NOUN
cana-5519	4	8	history	history	NOUN
cana-5519	4	9	:	:	PUNCT
cana-5519	4	10	received	receive	VERB
cana-5519	4	11	:	:	PUNCT
cana-5519	4	12	12	12	NUM
cana-5519	4	13	-	-	SYM
cana-5519	4	14	01	01	NUM
cana-5519	4	15	-	-	PUNCT
cana-5519	4	16	2025	2025	NUM
cana-5519	4	17	revised	revise	VERB
cana-5519	4	18	:	:	PUNCT
cana-5519	4	19	15	15	NUM
cana-5519	4	20	-	-	NUM
cana-5519	4	21	02	02	NUM
cana-5519	4	22	-	-	PUNCT
cana-5519	4	23	2025	2025	NUM
cana-5519	4	24	accepted	accept	VERB
cana-5519	4	25	:	:	PUNCT
cana-5519	4	26	01	01	NUM
cana-5519	4	27	-	-	SYM
cana-5519	4	28	03	03	NUM
cana-5519	4	29	-	-	PUNCT
cana-5519	4	30	2025	2025	NUM
cana-5519	4	31	abstract	abstract	NOUN
cana-5519	4	32	:	:	PUNCT
cana-5519	4	33	the	the	DET
cana-5519	4	34	rapid	rapid	ADJ
cana-5519	4	35	evolution	evolution	NOUN
cana-5519	4	36	of	of	ADP
cana-5519	4	37	healthcare	healthcare	NOUN
cana-5519	4	38	demands	demand	VERB
cana-5519	4	39	innovative	innovative	ADJ
cana-5519	4	40	systems	system	NOUN
cana-5519	4	41	to	to	PART
cana-5519	4	42	address	address	VERB
cana-5519	4	43	the	the	DET
cana-5519	4	44	increasing	increase	VERB
cana-5519	4	45	need	need	NOUN
cana-5519	4	46	for	for	ADP
cana-5519	4	47	personalized	personalized	ADJ
cana-5519	4	48	,	,	PUNCT
cana-5519	4	49	real	real	ADJ
cana-5519	4	50	-	-	PUNCT
cana-5519	4	51	time	time	NOUN
cana-5519	4	52	care	care	NOUN
cana-5519	4	53	.	.	PUNCT
cana-5519	5	1	traditional	traditional	ADJ
cana-5519	5	2	healthcare	healthcare	NOUN
cana-5519	5	3	practices	practice	NOUN
cana-5519	5	4	face	face	VERB
cana-5519	5	5	significant	significant	ADJ
cana-5519	5	6	challenges	challenge	NOUN
cana-5519	5	7	in	in	ADP
cana-5519	5	8	managing	manage	VERB
cana-5519	5	9	the	the	DET
cana-5519	5	10	growing	grow	VERB
cana-5519	5	11	prevalence	prevalence	NOUN
cana-5519	5	12	of	of	ADP
cana-5519	5	13	chronic	chronic	ADJ
cana-5519	5	14	diseases	disease	NOUN
cana-5519	5	15	and	and	CCONJ
cana-5519	5	16	aging	age	VERB
cana-5519	5	17	populations	population	NOUN
cana-5519	5	18	.	.	PUNCT
cana-5519	6	1	in	in	ADP
cana-5519	6	2	response	response	NOUN
cana-5519	6	3	,	,	PUNCT
cana-5519	6	4	smart	smart	ADJ
cana-5519	6	5	healthcare	healthcare	NOUN
cana-5519	6	6	monitoring	monitoring	NOUN
cana-5519	6	7	systems	system	NOUN
cana-5519	6	8	powered	power	VERB
cana-5519	6	9	by	by	ADP
cana-5519	6	10	the	the	DET
cana-5519	6	11	internet	internet	NOUN
cana-5519	6	12	of	of	ADP
cana-5519	6	13	things	thing	NOUN
cana-5519	6	14	(	(	PUNCT
cana-5519	6	15	iot	iot	NOUN
cana-5519	6	16	)	)	PUNCT
cana-5519	6	17	and	and	CCONJ
cana-5519	6	18	advanced	advanced	ADJ
cana-5519	6	19	sensor	sensor	NOUN
cana-5519	6	20	technologies	technology	NOUN
cana-5519	6	21	offer	offer	VERB
cana-5519	6	22	a	a	DET
cana-5519	6	23	promising	promising	ADJ
cana-5519	6	24	solution	solution	NOUN
cana-5519	6	25	.	.	PUNCT
cana-5519	7	1	these	these	DET
cana-5519	7	2	systems	system	NOUN
cana-5519	7	3	enable	enable	VERB
cana-5519	7	4	continuous	continuous	ADJ
cana-5519	7	5	,	,	PUNCT
cana-5519	7	6	real	real	ADJ
cana-5519	7	7	-	-	PUNCT
cana-5519	7	8	time	time	NOUN
cana-5519	7	9	monitoring	monitoring	NOUN
cana-5519	7	10	of	of	ADP
cana-5519	7	11	vital	vital	ADJ
cana-5519	7	12	health	health	NOUN
cana-5519	7	13	metrics	metric	NOUN
cana-5519	7	14	such	such	ADJ
cana-5519	7	15	as	as	ADP
cana-5519	7	16	heart	heart	NOUN
cana-5519	7	17	rate	rate	NOUN
cana-5519	7	18	,	,	PUNCT
cana-5519	7	19	blood	blood	NOUN
cana-5519	7	20	pressure	pressure	NOUN
cana-5519	7	21	,	,	PUNCT
cana-5519	7	22	glucose	glucose	NOUN
cana-5519	7	23	levels	level	NOUN
cana-5519	7	24	,	,	PUNCT
cana-5519	7	25	and	and	CCONJ
cana-5519	7	26	oxygen	oxygen	NOUN
cana-5519	7	27	saturation	saturation	NOUN
cana-5519	7	28	,	,	PUNCT
cana-5519	7	29	providing	provide	VERB
cana-5519	7	30	healthcare	healthcare	NOUN
cana-5519	7	31	professionals	professional	NOUN
cana-5519	7	32	with	with	ADP
cana-5519	7	33	a	a	DET
cana-5519	7	34	comprehensive	comprehensive	ADJ
cana-5519	7	35	view	view	NOUN
cana-5519	7	36	of	of	ADP
cana-5519	7	37	a	a	DET
cana-5519	7	38	patient	patient	NOUN
cana-5519	7	39	’s	’s	PART
cana-5519	7	40	health	health	NOUN
cana-5519	7	41	status	status	NOUN
cana-5519	7	42	.	.	PUNCT
cana-5519	8	1	the	the	DET
cana-5519	8	2	integration	integration	NOUN
cana-5519	8	3	of	of	ADP
cana-5519	8	4	predictive	predictive	ADJ
cana-5519	8	5	analytics	analytic	NOUN
cana-5519	8	6	further	far	ADV
cana-5519	8	7	enhances	enhance	VERB
cana-5519	8	8	these	these	DET
cana-5519	8	9	systems	system	NOUN
cana-5519	8	10	by	by	ADP
cana-5519	8	11	leveraging	leverage	VERB
cana-5519	8	12	historical	historical	ADJ
cana-5519	8	13	data	datum	NOUN
cana-5519	8	14	and	and	CCONJ
cana-5519	8	15	machine	machine	NOUN
cana-5519	8	16	learning	learn	VERB
cana-5519	8	17	algorithms	algorithm	NOUN
cana-5519	8	18	to	to	PART
cana-5519	8	19	forecast	forecast	VERB
cana-5519	8	20	potential	potential	ADJ
cana-5519	8	21	health	health	NOUN
cana-5519	8	22	events	event	NOUN
cana-5519	8	23	,	,	PUNCT
cana-5519	8	24	enabling	enable	VERB
cana-5519	8	25	proactive	proactive	ADJ
cana-5519	8	26	care	care	NOUN
cana-5519	8	27	and	and	CCONJ
cana-5519	8	28	early	early	ADJ
cana-5519	8	29	interventions	intervention	NOUN
cana-5519	8	30	.	.	PUNCT
cana-5519	9	1	this	this	DET
cana-5519	9	2	shift	shift	NOUN
cana-5519	9	3	from	from	ADP
cana-5519	9	4	reactive	reactive	NOUN
cana-5519	9	5	to	to	ADP
cana-5519	9	6	proactive	proactive	ADJ
cana-5519	9	7	care	care	NOUN
cana-5519	9	8	significantly	significantly	ADV
cana-5519	9	9	improves	improve	VERB
cana-5519	9	10	patient	patient	ADJ
cana-5519	9	11	outcomes	outcome	NOUN
cana-5519	9	12	and	and	CCONJ
cana-5519	9	13	optimizes	optimize	VERB
cana-5519	9	14	healthcare	healthcare	NOUN
cana-5519	9	15	resources	resource	NOUN
cana-5519	9	16	.	.	PUNCT
cana-5519	10	1	the	the	DET
cana-5519	10	2	smart	smart	ADJ
cana-5519	10	3	healthcare	healthcare	NOUN
cana-5519	10	4	monitoring	monitoring	NOUN
cana-5519	10	5	system	system	NOUN
cana-5519	10	6	(	(	PUNCT
cana-5519	10	7	shms	shm	NOUN
cana-5519	10	8	)	)	PUNCT
cana-5519	10	9	combines	combine	VERB
cana-5519	10	10	iot	iot	NOUN
cana-5519	10	11	,	,	PUNCT
cana-5519	10	12	big	big	ADJ
cana-5519	10	13	data	datum	NOUN
cana-5519	10	14	,	,	PUNCT
cana-5519	10	15	and	and	CCONJ
cana-5519	10	16	artificial	artificial	ADJ
cana-5519	10	17	intelligence	intelligence	NOUN
cana-5519	10	18	to	to	PART
cana-5519	10	19	provide	provide	VERB
cana-5519	10	20	real	real	ADJ
cana-5519	10	21	-	-	PUNCT
cana-5519	10	22	time	time	NOUN
cana-5519	10	23	health	health	NOUN
cana-5519	10	24	insights	insight	NOUN
cana-5519	10	25	,	,	PUNCT
cana-5519	10	26	predictive	predictive	ADJ
cana-5519	10	27	analytics	analytic	NOUN
cana-5519	10	28	,	,	PUNCT
cana-5519	10	29	and	and	CCONJ
cana-5519	10	30	personalized	personalized	ADJ
cana-5519	10	31	care	care	NOUN
cana-5519	10	32	.	.	PUNCT
cana-5519	11	1	it	it	PRON
cana-5519	11	2	also	also	ADV
cana-5519	11	3	helps	help	VERB
cana-5519	11	4	healthcare	healthcare	NOUN
cana-5519	11	5	providers	provider	NOUN
cana-5519	11	6	monitor	monitor	VERB
cana-5519	11	7	the	the	DET
cana-5519	11	8	effectiveness	effectiveness	NOUN
cana-5519	11	9	of	of	ADP
cana-5519	11	10	treatments	treatment	NOUN
cana-5519	11	11	in	in	ADP
cana-5519	11	12	real	real	ADJ
cana-5519	11	13	-	-	PUNCT
cana-5519	11	14	time	time	NOUN
cana-5519	11	15	,	,	PUNCT
cana-5519	11	16	ensuring	ensure	VERB
cana-5519	11	17	better	well	ADJ
cana-5519	11	18	decision	decision	NOUN
cana-5519	11	19	-	-	PUNCT
cana-5519	11	20	making	making	NOUN
cana-5519	11	21	.	.	PUNCT
cana-5519	12	1	by	by	ADP
cana-5519	12	2	focusing	focus	VERB
cana-5519	12	3	on	on	ADP
cana-5519	12	4	chronic	chronic	ADJ
cana-5519	12	5	disease	disease	NOUN
cana-5519	12	6	management	management	NOUN
cana-5519	12	7	,	,	PUNCT
cana-5519	12	8	the	the	DET
cana-5519	12	9	system	system	NOUN
cana-5519	12	10	offers	offer	VERB
cana-5519	12	11	early	early	ADJ
cana-5519	12	12	detection	detection	NOUN
cana-5519	12	13	of	of	ADP
cana-5519	12	14	potential	potential	ADJ
cana-5519	12	15	complications	complication	NOUN
cana-5519	12	16	,	,	PUNCT
cana-5519	12	17	reducing	reduce	VERB
cana-5519	12	18	hospital	hospital	NOUN
cana-5519	12	19	readmissions	readmission	NOUN
cana-5519	12	20	and	and	CCONJ
cana-5519	12	21	improving	improve	VERB
cana-5519	12	22	patient	patient	ADJ
cana-5519	12	23	quality	quality	NOUN
cana-5519	12	24	of	of	ADP
cana-5519	12	25	life	life	NOUN
cana-5519	12	26	.	.	PUNCT
cana-5519	13	1	however	however	ADV
cana-5519	13	2	,	,	PUNCT
cana-5519	13	3	challenges	challenge	NOUN
cana-5519	13	4	such	such	ADJ
cana-5519	13	5	as	as	ADP
cana-5519	13	6	data	datum	NOUN
cana-5519	13	7	security	security	NOUN
cana-5519	13	8	,	,	PUNCT
cana-5519	13	9	scalability	scalability	NOUN
cana-5519	13	10	,	,	PUNCT
cana-5519	13	11	and	and	CCONJ
cana-5519	13	12	interoperability	interoperability	NOUN
cana-5519	13	13	remain	remain	VERB
cana-5519	13	14	,	,	PUNCT
cana-5519	13	15	particularly	particularly	ADV
cana-5519	13	16	in	in	ADP
cana-5519	13	17	resource	resource	NOUN
cana-5519	13	18	-	-	PUNCT
cana-5519	13	19	limited	limit	VERB
cana-5519	13	20	settings	setting	NOUN
cana-5519	13	21	.	.	PUNCT
cana-5519	14	1	future	future	ADJ
cana-5519	14	2	developments	development	NOUN
cana-5519	14	3	in	in	ADP
cana-5519	14	4	iot	iot	ADJ
cana-5519	14	5	,	,	PUNCT
cana-5519	14	6	predictive	predictive	ADJ
cana-5519	14	7	analytics	analytic	NOUN
cana-5519	14	8	,	,	PUNCT
cana-5519	14	9	and	and	CCONJ
cana-5519	14	10	data	datum	NOUN
cana-5519	14	11	security	security	NOUN
cana-5519	14	12	will	will	AUX
cana-5519	14	13	further	far	ADV
cana-5519	14	14	enhance	enhance	VERB
cana-5519	14	15	the	the	DET
cana-5519	14	16	system	system	NOUN
cana-5519	14	17	’s	’s	PART
cana-5519	14	18	effectiveness	effectiveness	NOUN
cana-5519	14	19	and	and	CCONJ
cana-5519	14	20	broaden	broaden	VERB
cana-5519	14	21	its	its	PRON
cana-5519	14	22	scope	scope	NOUN
cana-5519	14	23	,	,	PUNCT
cana-5519	14	24	making	make	VERB
cana-5519	14	25	it	it	PRON
cana-5519	14	26	a	a	DET
cana-5519	14	27	valuable	valuable	ADJ
cana-5519	14	28	tool	tool	NOUN
cana-5519	14	29	in	in	ADP
cana-5519	14	30	modern	modern	ADJ
cana-5519	14	31	healthcare	healthcare	NOUN
cana-5519	14	32	delivery	delivery	NOUN
cana-5519	14	33	.	.	PUNCT
cana-5519	15	1	keywords	keyword	NOUN
cana-5519	15	2	:	:	PUNCT
cana-5519	15	3	smart	smart	ADJ
cana-5519	15	4	healthcare	healthcare	PROPN
cana-5519	15	5	,	,	PUNCT
cana-5519	15	6	predictive	predictive	ADJ
cana-5519	15	7	analytics	analytic	NOUN
cana-5519	15	8	,	,	PUNCT
cana-5519	15	9	internet	internet	NOUN
cana-5519	15	10	of	of	ADP
cana-5519	15	11	things	thing	NOUN
cana-5519	15	12	(	(	PUNCT
cana-5519	15	13	iot	iot	NOUN
cana-5519	15	14	)	)	PUNCT
cana-5519	15	15	,	,	PUNCT
cana-5519	15	16	machine	machine	NOUN
cana-5519	15	17	learning	learning	NOUN
cana-5519	15	18	,	,	PUNCT
cana-5519	15	19	chronic	chronic	ADJ
cana-5519	15	20	disease	disease	NOUN
cana-5519	15	21	management	management	NOUN
cana-5519	15	22	.	.	PUNCT
cana-5519	16	1	i.	i.	PROPN
cana-5519	16	2	introduction	introduction	NOUN
cana-5519	16	3	there	there	PRON
cana-5519	16	4	has	have	AUX
cana-5519	16	5	never	never	ADV
cana-5519	16	6	been	be	AUX
cana-5519	16	7	a	a	DET
cana-5519	16	8	greater	great	ADJ
cana-5519	16	9	need	need	NOUN
cana-5519	16	10	for	for	ADP
cana-5519	16	11	more	more	ADV
cana-5519	16	12	effective	effective	ADJ
cana-5519	16	13	and	and	CCONJ
cana-5519	16	14	efficient	efficient	ADJ
cana-5519	16	15	systems	system	NOUN
cana-5519	16	16	given	give	VERB
cana-5519	16	17	the	the	DET
cana-5519	16	18	rapid	rapid	ADJ
cana-5519	16	19	developments	development	NOUN
cana-5519	16	20	in	in	ADP
cana-5519	16	21	healthcare	healthcare	PROPN
cana-5519	16	22	.	.	PUNCT
cana-5519	17	1	with	with	ADP
cana-5519	17	2	an	an	DET
cana-5519	17	3	ageing	age	VERB
cana-5519	17	4	population	population	NOUN
cana-5519	17	5	and	and	CCONJ
cana-5519	17	6	a	a	DET
cana-5519	17	7	rise	rise	NOUN
cana-5519	17	8	in	in	ADP
cana-5519	17	9	chronic	chronic	ADJ
cana-5519	17	10	illnesses	illness	NOUN
cana-5519	17	11	worldwide	worldwide	ADV
cana-5519	17	12	,	,	PUNCT
cana-5519	17	13	traditional	traditional	ADJ
cana-5519	17	14	healthcare	healthcare	NOUN
cana-5519	17	15	institutions	institution	NOUN
cana-5519	17	16	typically	typically	ADV
cana-5519	17	17	find	find	VERB
cana-5519	17	18	it	it	PRON
cana-5519	17	19	difficult	difficult	ADJ
cana-5519	17	20	to	to	PART
cana-5519	17	21	meet	meet	VERB
cana-5519	17	22	the	the	DET
cana-5519	17	23	growing	grow	VERB
cana-5519	17	24	demand	demand	NOUN
cana-5519	17	25	for	for	ADP
cana-5519	17	26	individualised	individualised	ADJ
cana-5519	17	27	,	,	PUNCT
cana-5519	17	28	real	real	ADJ
cana-5519	17	29	-	-	PUNCT
cana-5519	17	30	time	time	NOUN
cana-5519	17	31	treatment	treatment	NOUN
cana-5519	17	32	.	.	PUNCT
cana-5519	18	1	in	in	ADP
cana-5519	18	2	order	order	NOUN
cana-5519	18	3	to	to	PART
cana-5519	18	4	overcome	overcome	VERB
cana-5519	18	5	these	these	DET
cana-5519	18	6	obstacles	obstacle	NOUN
cana-5519	18	7	,	,	PUNCT
cana-5519	18	8	intelligent	intelligent	ADJ
cana-5519	18	9	healthcare	healthcare	NOUN
cana-5519	18	10	monitoring	monitoring	NOUN
cana-5519	18	11	systems	system	NOUN
cana-5519	18	12	have	have	AUX
cana-5519	18	13	emerged	emerge	VERB
cana-5519	18	14	.	.	PUNCT
cana-5519	19	1	advanced	advanced	ADJ
cana-5519	19	2	sensor	sensor	NOUN
cana-5519	19	3	technology	technology	NOUN
cana-5519	19	4	and	and	CCONJ
cana-5519	19	5	the	the	DET
cana-5519	19	6	internet	internet	NOUN
cana-5519	19	7	of	of	ADP
cana-5519	19	8	things	thing	NOUN
cana-5519	19	9	(	(	PUNCT
cana-5519	19	10	iot	iot	NOUN
cana-5519	19	11	)	)	PUNCT
cana-5519	19	12	are	be	AUX
cana-5519	19	13	used	use	VERB
cana-5519	19	14	by	by	ADP
cana-5519	19	15	smart	smart	ADJ
cana-5519	19	16	healthcare	healthcare	NOUN
cana-5519	19	17	monitoring	monitor	VERB
cana-5519	19	18	systems	system	NOUN
cana-5519	19	19	to	to	PART
cana-5519	19	20	allow	allow	VERB
cana-5519	19	21	for	for	ADP
cana-5519	19	22	continuing	continue	VERB
cana-5519	19	23	,	,	PUNCT
cana-5519	19	24	real	real	ADJ
cana-5519	19	25	-	-	PUNCT
cana-5519	19	26	time	time	NOUN
cana-5519	19	27	monitoring	monitoring	NOUN
cana-5519	19	28	of	of	ADP
cana-5519	19	29	a	a	DET
cana-5519	19	30	patient	patient	NOUN
cana-5519	19	31	's	's	PART
cana-5519	19	32	vital	vital	ADJ
cana-5519	19	33	signs	sign	NOUN
cana-5519	19	34	and	and	CCONJ
cana-5519	19	35	health	health	NOUN
cana-5519	19	36	parameters	parameter	NOUN
cana-5519	19	37	.	.	PUNCT
cana-5519	20	1	in	in	ADP
cana-5519	20	2	order	order	NOUN
cana-5519	20	3	to	to	PART
cana-5519	20	4	give	give	VERB
cana-5519	20	5	a	a	DET
cana-5519	20	6	healthcare	healthcare	NOUN
cana-5519	20	7	professional	professional	NOUN
cana-5519	20	8	a	a	DET
cana-5519	20	9	more	more	ADJ
cana-5519	20	10	communications	communication	NOUN
cana-5519	20	11	on	on	ADP
cana-5519	20	12	applied	apply	VERB
cana-5519	20	13	nonlinear	nonlinear	ADJ
cana-5519	20	14	analysis	analysis	NOUN
cana-5519	20	15	issn	issn	NOUN
cana-5519	20	16	:	:	PUNCT
cana-5519	20	17	1074	1074	NUM
cana-5519	20	18	-	-	PUNCT
cana-5519	20	19	133x	133x	NUM
cana-5519	20	20	vol	vol	NOUN
cana-5519	20	21	32	32	NUM
cana-5519	20	22	no	no	NOUN
cana-5519	20	23	.	.	PUNCT
cana-5519	21	1	3s	3s	NUM
cana-5519	21	2	(	(	PUNCT
cana-5519	21	3	2025	2025	NUM
cana-5519	21	4	)	)	PUNCT
cana-5519	21	5	747	747	NUM
cana-5519	21	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-5519	21	7	comprehensive	comprehensive	ADJ
cana-5519	21	8	and	and	CCONJ
cana-5519	21	9	current	current	ADJ
cana-5519	21	10	understanding	understanding	NOUN
cana-5519	21	11	of	of	ADP
cana-5519	21	12	a	a	DET
cana-5519	21	13	patient	patient	NOUN
cana-5519	21	14	's	's	PART
cana-5519	21	15	health	health	NOUN
cana-5519	21	16	,	,	PUNCT
cana-5519	21	17	smart	smart	ADJ
cana-5519	21	18	healthcare	healthcare	NOUN
cana-5519	21	19	monitoring	monitoring	NOUN
cana-5519	21	20	systems	system	NOUN
cana-5519	21	21	may	may	AUX
cana-5519	21	22	gather	gather	VERB
cana-5519	21	23	a	a	DET
cana-5519	21	24	wide	wide	ADJ
cana-5519	21	25	range	range	NOUN
cana-5519	21	26	of	of	ADP
cana-5519	21	27	health	health	NOUN
cana-5519	21	28	data	datum	NOUN
cana-5519	21	29	,	,	PUNCT
cana-5519	21	30	including	include	VERB
cana-5519	21	31	heart	heart	NOUN
cana-5519	21	32	rates	rate	NOUN
cana-5519	21	33	,	,	PUNCT
cana-5519	21	34	blood	blood	NOUN
cana-5519	21	35	pressure	pressure	NOUN
cana-5519	21	36	,	,	PUNCT
cana-5519	21	37	glucose	glucose	NOUN
cana-5519	21	38	levels	level	NOUN
cana-5519	21	39	,	,	PUNCT
cana-5519	21	40	and	and	CCONJ
cana-5519	21	41	oxygen	oxygen	NOUN
cana-5519	21	42	saturation	saturation	NOUN
cana-5519	21	43	levels	level	NOUN
cana-5519	21	44	.	.	PUNCT
cana-5519	22	1	predictive	predictive	ADJ
cana-5519	22	2	analytics	analytic	NOUN
cana-5519	22	3	unlocks	unlock	VERB
cana-5519	22	4	the	the	DET
cana-5519	22	5	smart	smart	ADJ
cana-5519	22	6	healthcare	healthcare	NOUN
cana-5519	22	7	monitoring	monitor	VERB
cana-5519	22	8	system	system	NOUN
cana-5519	22	9	's	's	PART
cana-5519	22	10	true	true	ADJ
cana-5519	22	11	potential	potential	NOUN
cana-5519	22	12	[	[	X
cana-5519	22	13	1	1	NUM
cana-5519	22	14	]	]	PUNCT
cana-5519	22	15	.	.	PUNCT
cana-5519	23	1	predictive	predictive	ADJ
cana-5519	23	2	analytics	analytic	NOUN
cana-5519	23	3	forecasts	forecast	VERB
cana-5519	23	4	a	a	DET
cana-5519	23	5	patient	patient	NOUN
cana-5519	23	6	's	's	PART
cana-5519	23	7	future	future	ADJ
cana-5519	23	8	health	health	NOUN
cana-5519	23	9	occurrences	occurrence	NOUN
cana-5519	23	10	using	use	VERB
cana-5519	23	11	machine	machine	NOUN
cana-5519	23	12	learning	learn	VERB
cana-5519	23	13	algorithms	algorithm	NOUN
cana-5519	23	14	and	and	CCONJ
cana-5519	23	15	historical	historical	ADJ
cana-5519	23	16	records	record	NOUN
cana-5519	23	17	,	,	PUNCT
cana-5519	23	18	enabling	enable	VERB
cana-5519	23	19	early	early	ADJ
cana-5519	23	20	and	and	CCONJ
cana-5519	23	21	preventive	preventive	ADJ
cana-5519	23	22	treatments	treatment	NOUN
cana-5519	23	23	.	.	PUNCT
cana-5519	24	1	predictive	predictive	ADJ
cana-5519	24	2	models	model	NOUN
cana-5519	24	3	,	,	PUNCT
cana-5519	24	4	for	for	ADP
cana-5519	24	5	instance	instance	NOUN
cana-5519	24	6	,	,	PUNCT
cana-5519	24	7	can	can	AUX
cana-5519	24	8	identify	identify	VERB
cana-5519	24	9	early	early	ADJ
cana-5519	24	10	warning	warning	NOUN
cana-5519	24	11	indicators	indicator	NOUN
cana-5519	24	12	of	of	ADP
cana-5519	24	13	possible	possible	ADJ
cana-5519	24	14	health	health	NOUN
cana-5519	24	15	problems	problem	NOUN
cana-5519	24	16	,	,	PUNCT
cana-5519	24	17	such	such	ADJ
cana-5519	24	18	heart	heart	NOUN
cana-5519	24	19	attacks	attack	NOUN
cana-5519	24	20	,	,	PUNCT
cana-5519	24	21	diabetic	diabetic	ADJ
cana-5519	24	22	crises	crisis	NOUN
cana-5519	24	23	,	,	PUNCT
cana-5519	24	24	or	or	CCONJ
cana-5519	24	25	respiratory	respiratory	ADJ
cana-5519	24	26	failure	failure	NOUN
cana-5519	24	27	,	,	PUNCT
cana-5519	24	28	before	before	SCONJ
cana-5519	24	29	they	they	PRON
cana-5519	24	30	show	show	VERB
cana-5519	24	31	up	up	ADP
cana-5519	24	32	clinically	clinically	ADV
cana-5519	24	33	by	by	ADP
cana-5519	24	34	examining	examine	VERB
cana-5519	24	35	trends	trend	NOUN
cana-5519	24	36	in	in	ADP
cana-5519	24	37	a	a	DET
cana-5519	24	38	patient	patient	NOUN
cana-5519	24	39	's	's	PART
cana-5519	24	40	vital	vital	ADJ
cana-5519	24	41	signs[2	signs[2	PROPN
cana-5519	24	42	]	]	PUNCT
cana-5519	24	43	.	.	PUNCT
cana-5519	25	1	the	the	DET
cana-5519	25	2	quality	quality	NOUN
cana-5519	25	3	of	of	ADP
cana-5519	25	4	healthcare	healthcare	NOUN
cana-5519	25	5	delivery	delivery	NOUN
cana-5519	25	6	has	have	AUX
cana-5519	25	7	significantly	significantly	ADV
cana-5519	25	8	improved	improve	VERB
cana-5519	25	9	with	with	ADP
cana-5519	25	10	this	this	DET
cana-5519	25	11	move	move	NOUN
cana-5519	25	12	from	from	ADP
cana-5519	25	13	reactive	reactive	NOUN
cana-5519	25	14	to	to	ADP
cana-5519	25	15	proactive	proactive	ADJ
cana-5519	25	16	treatment	treatment	NOUN
cana-5519	25	17	.	.	PUNCT
cana-5519	26	1	in	in	ADP
cana-5519	26	2	addition	addition	NOUN
cana-5519	26	3	to	to	ADP
cana-5519	26	4	improving	improve	VERB
cana-5519	26	5	patient	patient	ADJ
cana-5519	26	6	outcomes	outcome	NOUN
cana-5519	26	7	,	,	PUNCT
cana-5519	26	8	predictive	predictive	ADJ
cana-5519	26	9	analytics	analytic	NOUN
cana-5519	26	10	eases	ease	VERB
cana-5519	26	11	the	the	DET
cana-5519	26	12	workload	workload	NOUN
cana-5519	26	13	for	for	ADP
cana-5519	26	14	medical	medical	ADJ
cana-5519	26	15	staff	staff	NOUN
cana-5519	26	16	by	by	ADP
cana-5519	26	17	enabling	enable	VERB
cana-5519	26	18	them	they	PRON
cana-5519	26	19	to	to	PART
cana-5519	26	20	concentrate	concentrate	VERB
cana-5519	26	21	on	on	ADP
cana-5519	26	22	the	the	DET
cana-5519	26	23	most	most	ADV
cana-5519	26	24	vulnerable	vulnerable	ADJ
cana-5519	26	25	patients	patient	NOUN
cana-5519	26	26	,	,	PUNCT
cana-5519	26	27	so	so	ADV
cana-5519	26	28	maximising	maximise	VERB
cana-5519	26	29	the	the	DET
cana-5519	26	30	use	use	NOUN
cana-5519	26	31	of	of	ADP
cana-5519	26	32	available	available	ADJ
cana-5519	26	33	resources	resource	NOUN
cana-5519	26	34	.	.	PUNCT
cana-5519	27	1	the	the	DET
cana-5519	27	2	healthcare	healthcare	NOUN
cana-5519	27	3	sector	sector	NOUN
cana-5519	27	4	is	be	AUX
cana-5519	27	5	changing	change	VERB
cana-5519	27	6	as	as	ADP
cana-5519	27	7	a	a	DET
cana-5519	27	8	result	result	NOUN
cana-5519	27	9	of	of	ADP
cana-5519	27	10	the	the	DET
cana-5519	27	11	convergence	convergence	NOUN
cana-5519	27	12	of	of	ADP
cana-5519	27	13	iot	iot	NOUN
cana-5519	27	14	,	,	PUNCT
cana-5519	27	15	big	big	ADJ
cana-5519	27	16	data	datum	NOUN
cana-5519	27	17	,	,	PUNCT
cana-5519	27	18	and	and	CCONJ
cana-5519	27	19	artificial	artificial	ADJ
cana-5519	27	20	intelligence	intelligence	NOUN
cana-5519	27	21	,	,	PUNCT
cana-5519	27	22	particularly	particularly	ADV
cana-5519	27	23	with	with	ADP
cana-5519	27	24	regard	regard	NOUN
cana-5519	27	25	to	to	ADP
cana-5519	27	26	patient	patient	ADJ
cana-5519	27	27	monitoring	monitoring	NOUN
cana-5519	27	28	and	and	CCONJ
cana-5519	27	29	care	care	NOUN
cana-5519	27	30	delivery	delivery	NOUN
cana-5519	27	31	.	.	PUNCT
cana-5519	28	1	an	an	DET
cana-5519	28	2	analogous	analogous	ADJ
cana-5519	28	3	gamechanging	gamechange	VERB
cana-5519	28	4	project	project	NOUN
cana-5519	28	5	may	may	AUX
cana-5519	28	6	be	be	AUX
cana-5519	28	7	a	a	DET
cana-5519	28	8	predictive	predictive	ADJ
cana-5519	28	9	analytics	analytic	NOUN
cana-5519	28	10	-	-	PUNCT
cana-5519	28	11	enabled	enable	VERB
cana-5519	28	12	smart	smart	ADJ
cana-5519	28	13	healthcare	healthcare	NOUN
cana-5519	28	14	monitoring	monitoring	NOUN
cana-5519	28	15	system	system	NOUN
cana-5519	28	16	(	(	PUNCT
cana-5519	28	17	shms	shms	PROPN
cana-5519	28	18	)	)	PUNCT
cana-5519	29	1	[	[	X
cana-5519	29	2	3	3	X
cana-5519	29	3	]	]	X
cana-5519	29	4	[	[	X
cana-5519	29	5	4	4	NUM
cana-5519	29	6	]	]	PUNCT
cana-5519	29	7	.	.	PUNCT
cana-5519	30	1	by	by	ADP
cana-5519	30	2	providing	provide	VERB
cana-5519	30	3	the	the	DET
cana-5519	30	4	doctor	doctor	NOUN
cana-5519	30	5	with	with	ADP
cana-5519	30	6	up	up	ADP
cana-5519	30	7	-	-	PUNCT
cana-5519	30	8	to	to	ADP
cana-5519	30	9	-	-	PUNCT
cana-5519	30	10	date	date	NOUN
cana-5519	30	11	,	,	PUNCT
cana-5519	30	12	data	data	NOUN
cana-5519	30	13	-	-	PUNCT
cana-5519	30	14	driven	drive	VERB
cana-5519	30	15	insights	insight	NOUN
cana-5519	30	16	into	into	ADP
cana-5519	30	17	the	the	DET
cana-5519	30	18	patient	patient	NOUN
cana-5519	30	19	's	's	PART
cana-5519	30	20	state	state	NOUN
cana-5519	30	21	,	,	PUNCT
cana-5519	30	22	a	a	DET
cana-5519	30	23	shms	shm	NOUN
cana-5519	30	24	has	have	VERB
cana-5519	30	25	the	the	DET
cana-5519	30	26	potential	potential	NOUN
cana-5519	30	27	to	to	PART
cana-5519	30	28	revolutionise	revolutionise	VERB
cana-5519	30	29	patient	patient	ADJ
cana-5519	30	30	care	care	NOUN
cana-5519	30	31	.	.	PUNCT
cana-5519	31	1	to	to	PART
cana-5519	31	2	give	give	VERB
cana-5519	31	3	doctors	doctor	NOUN
cana-5519	31	4	access	access	NOUN
cana-5519	31	5	to	to	ADP
cana-5519	31	6	a	a	DET
cana-5519	31	7	wealth	wealth	NOUN
cana-5519	31	8	of	of	ADP
cana-5519	31	9	precise	precise	ADJ
cana-5519	31	10	data	datum	NOUN
cana-5519	31	11	,	,	PUNCT
cana-5519	31	12	the	the	DET
cana-5519	31	13	information	information	NOUN
cana-5519	31	14	is	be	AUX
cana-5519	31	15	gathered	gather	VERB
cana-5519	31	16	from	from	ADP
cana-5519	31	17	the	the	DET
cana-5519	31	18	patient	patient	NOUN
cana-5519	31	19	's	's	PART
cana-5519	31	20	wearable	wearable	ADJ
cana-5519	31	21	technology	technology	NOUN
cana-5519	31	22	and	and	CCONJ
cana-5519	31	23	other	other	ADJ
cana-5519	31	24	sensors	sensor	NOUN
cana-5519	31	25	,	,	PUNCT
cana-5519	31	26	combined	combine	VERB
cana-5519	31	27	,	,	PUNCT
cana-5519	31	28	examined	examine	VERB
cana-5519	31	29	,	,	PUNCT
cana-5519	31	30	and	and	CCONJ
cana-5519	31	31	interpreted	interpret	VERB
cana-5519	31	32	.	.	PUNCT
cana-5519	32	1	like	like	ADP
cana-5519	32	2	telemetry	telemetry	NOUN
cana-5519	32	3	,	,	PUNCT
cana-5519	32	4	shms	shm	NOUN
cana-5519	32	5	can	can	AUX
cana-5519	32	6	provide	provide	VERB
cana-5519	32	7	ongoing	ongoing	ADJ
cana-5519	32	8	patient	patient	ADJ
cana-5519	32	9	monitoring	monitoring	NOUN
cana-5519	32	10	and	and	CCONJ
cana-5519	32	11	notify	notify	VERB
cana-5519	32	12	the	the	DET
cana-5519	32	13	doctor	doctor	NOUN
cana-5519	32	14	when	when	SCONJ
cana-5519	32	15	necessary	necessary	ADJ
cana-5519	32	16	to	to	PART
cana-5519	32	17	prevent	prevent	VERB
cana-5519	32	18	delays	delay	NOUN
cana-5519	32	19	in	in	ADP
cana-5519	32	20	diagnosis	diagnosis	NOUN
cana-5519	32	21	and	and	CCONJ
cana-5519	32	22	treatment	treatment	NOUN
cana-5519	32	23	.	.	PUNCT
cana-5519	33	1	in	in	ADP
cana-5519	33	2	addition	addition	NOUN
cana-5519	33	3	to	to	ADP
cana-5519	33	4	enabling	enable	VERB
cana-5519	33	5	the	the	DET
cana-5519	33	6	early	early	ADJ
cana-5519	33	7	identification	identification	NOUN
cana-5519	33	8	of	of	ADP
cana-5519	33	9	anomalous	anomalous	ADJ
cana-5519	33	10	issues	issue	NOUN
cana-5519	33	11	,	,	PUNCT
cana-5519	33	12	this	this	DET
cana-5519	33	13	patient	patient	NOUN
cana-5519	33	14	monitoring	monitoring	NOUN
cana-5519	33	15	will	will	AUX
cana-5519	33	16	provide	provide	VERB
cana-5519	33	17	continuous	continuous	ADJ
cana-5519	33	18	,	,	PUNCT
cana-5519	33	19	real	real	ADJ
cana-5519	33	20	-	-	PUNCT
cana-5519	33	21	time	time	NOUN
cana-5519	33	22	monitoring	monitoring	NOUN
cana-5519	33	23	of	of	ADP
cana-5519	33	24	the	the	DET
cana-5519	33	25	effects	effect	NOUN
cana-5519	33	26	of	of	ADP
cana-5519	33	27	recommended	recommend	VERB
cana-5519	33	28	treatments	treatment	NOUN
cana-5519	33	29	.	.	PUNCT
cana-5519	34	1	compared	compare	VERB
cana-5519	34	2	to	to	ADP
cana-5519	34	3	basic	basic	ADJ
cana-5519	34	4	monitoring	monitoring	NOUN
cana-5519	34	5	,	,	PUNCT
cana-5519	34	6	the	the	DET
cana-5519	34	7	shms	shms	PROPN
cana-5519	34	8	gains	gain	VERB
cana-5519	34	9	an	an	DET
cana-5519	34	10	additional	additional	ADJ
cana-5519	34	11	layer	layer	NOUN
cana-5519	34	12	of	of	ADP
cana-5519	34	13	intelligence	intelligence	NOUN
cana-5519	34	14	if	if	SCONJ
cana-5519	34	15	predictive	predictive	ADJ
cana-5519	34	16	analytics	analytic	NOUN
cana-5519	34	17	is	be	AUX
cana-5519	34	18	incorporated	incorporate	VERB
cana-5519	34	19	.	.	PUNCT
cana-5519	35	1	in	in	ADP
cana-5519	35	2	order	order	NOUN
cana-5519	35	3	to	to	PART
cana-5519	35	4	determine	determine	VERB
cana-5519	35	5	the	the	DET
cana-5519	35	6	probability	probability	NOUN
cana-5519	35	7	of	of	ADP
cana-5519	35	8	particular	particular	ADJ
cana-5519	35	9	health	health	NOUN
cana-5519	35	10	occurrences	occurrence	NOUN
cana-5519	35	11	in	in	ADP
cana-5519	35	12	the	the	DET
cana-5519	35	13	future	future	NOUN
cana-5519	35	14	—	—	PUNCT
cana-5519	35	15	such	such	ADJ
cana-5519	35	16	as	as	ADP
cana-5519	35	17	acute	acute	ADJ
cana-5519	35	18	exacerbations	exacerbation	NOUN
cana-5519	35	19	of	of	ADP
cana-5519	35	20	chronic	chronic	ADJ
cana-5519	35	21	diseases	disease	NOUN
cana-5519	35	22	or	or	CCONJ
cana-5519	35	23	crisis	crisis	NOUN
cana-5519	35	24	signs	sign	NOUN
cana-5519	35	25	and	and	CCONJ
cana-5519	35	26	symptoms	symptom	NOUN
cana-5519	35	27	predictive	predictive	ADJ
cana-5519	35	28	analytics	analytic	NOUN
cana-5519	35	29	would	would	AUX
cana-5519	35	30	use	use	VERB
cana-5519	35	31	machine	machine	NOUN
cana-5519	35	32	learning	learning	NOUN
cana-5519	35	33	.	.	PUNCT
cana-5519	36	1	in	in	ADP
cana-5519	36	2	the	the	DET
cana-5519	36	3	field	field	NOUN
cana-5519	36	4	of	of	ADP
cana-5519	36	5	managing	manage	VERB
cana-5519	36	6	chronic	chronic	ADJ
cana-5519	36	7	diseases	disease	NOUN
cana-5519	36	8	,	,	PUNCT
cana-5519	36	9	where	where	SCONJ
cana-5519	36	10	early	early	ADJ
cana-5519	36	11	detection	detection	NOUN
cana-5519	36	12	and	and	CCONJ
cana-5519	36	13	treatment	treatment	NOUN
cana-5519	36	14	can	can	AUX
cana-5519	36	15	enhance	enhance	VERB
cana-5519	36	16	long	long	ADJ
cana-5519	36	17	-	-	PUNCT
cana-5519	36	18	term	term	NOUN
cana-5519	36	19	prognoses	prognosis	NOUN
cana-5519	36	20	and	and	CCONJ
cana-5519	36	21	general	general	ADJ
cana-5519	36	22	quality	quality	NOUN
cana-5519	36	23	of	of	ADP
cana-5519	36	24	life	life	NOUN
cana-5519	36	25	,	,	PUNCT
cana-5519	36	26	this	this	DET
cana-5519	36	27	kind	kind	NOUN
cana-5519	36	28	of	of	ADP
cana-5519	36	29	foresight	foresight	NOUN
cana-5519	36	30	is	be	AUX
cana-5519	36	31	crucial	crucial	ADJ
cana-5519	36	32	[	[	X
cana-5519	36	33	4][5	4][5	NUM
cana-5519	36	34	]	]	X
cana-5519	36	35	.	.	PUNCT
cana-5519	37	1	predictive	predictive	ADJ
cana-5519	37	2	models	model	NOUN
cana-5519	37	3	,	,	PUNCT
cana-5519	37	4	for	for	ADP
cana-5519	37	5	instance	instance	NOUN
cana-5519	37	6	,	,	PUNCT
cana-5519	37	7	can	can	AUX
cana-5519	37	8	provide	provide	VERB
cana-5519	37	9	early	early	ADJ
cana-5519	37	10	warnings	warning	NOUN
cana-5519	37	11	about	about	ADP
cana-5519	37	12	potential	potential	ADJ
cana-5519	37	13	changes	change	NOUN
cana-5519	37	14	in	in	ADP
cana-5519	37	15	vital	vital	ADJ
cana-5519	37	16	signs	sign	NOUN
cana-5519	37	17	as	as	SCONJ
cana-5519	37	18	trends	trend	NOUN
cana-5519	37	19	emerge	emerge	VERB
cana-5519	37	20	in	in	ADP
cana-5519	37	21	patients	patient	NOUN
cana-5519	37	22	with	with	ADP
cana-5519	37	23	diabetes	diabetes	NOUN
cana-5519	37	24	or	or	CCONJ
cana-5519	37	25	heart	heart	NOUN
cana-5519	37	26	disease	disease	NOUN
cana-5519	37	27	.	.	PUNCT
cana-5519	38	1	this	this	PRON
cana-5519	38	2	can	can	AUX
cana-5519	38	3	alert	alert	VERB
cana-5519	38	4	clinicians	clinician	NOUN
cana-5519	38	5	to	to	ADP
cana-5519	38	6	a	a	DET
cana-5519	38	7	changing	change	VERB
cana-5519	38	8	condition	condition	NOUN
cana-5519	38	9	trend	trend	NOUN
cana-5519	38	10	towards	towards	ADP
cana-5519	38	11	a	a	DET
cana-5519	38	12	potential	potential	ADJ
cana-5519	38	13	complication	complication	NOUN
cana-5519	38	14	before	before	SCONJ
cana-5519	38	15	it	it	PRON
cana-5519	38	16	poses	pose	VERB
cana-5519	38	17	a	a	DET
cana-5519	38	18	threat	threat	NOUN
cana-5519	38	19	to	to	ADP
cana-5519	38	20	health	health	NOUN
cana-5519	38	21	.	.	PUNCT
cana-5519	39	1	all	all	DET
cana-5519	39	2	things	thing	NOUN
cana-5519	39	3	considered	consider	VERB
cana-5519	39	4	,	,	PUNCT
cana-5519	39	5	combining	combine	VERB
cana-5519	39	6	predictive	predictive	ADJ
cana-5519	39	7	analytics	analytic	NOUN
cana-5519	39	8	with	with	ADP
cana-5519	39	9	continuous	continuous	ADJ
cana-5519	39	10	monitoring	monitoring	NOUN
cana-5519	39	11	promotes	promote	VERB
cana-5519	39	12	a	a	DET
cana-5519	39	13	proactive	proactive	ADJ
cana-5519	39	14	,	,	PUNCT
cana-5519	39	15	individualised	individualised	ADJ
cana-5519	39	16	approach	approach	NOUN
cana-5519	39	17	to	to	PART
cana-5519	39	18	care	care	VERB
cana-5519	39	19	that	that	PRON
cana-5519	39	20	may	may	AUX
cana-5519	39	21	lead	lead	VERB
cana-5519	39	22	to	to	ADP
cana-5519	39	23	better	well	ADV
cana-5519	39	24	patient	patient	ADJ
cana-5519	39	25	outcomes	outcome	NOUN
cana-5519	39	26	,	,	PUNCT
cana-5519	39	27	lower	low	ADJ
cana-5519	39	28	healthcare	healthcare	NOUN
cana-5519	39	29	costs	cost	NOUN
cana-5519	39	30	,	,	PUNCT
cana-5519	39	31	and	and	CCONJ
cana-5519	39	32	fewer	few	ADJ
cana-5519	39	33	hospital	hospital	NOUN
cana-5519	39	34	stays	stay	VERB
cana-5519	39	35	[	[	X
cana-5519	39	36	6	6	NUM
cana-5519	39	37	]	]	PUNCT
cana-5519	39	38	.	.	PUNCT
cana-5519	40	1	fig	fig	NOUN
cana-5519	40	2	1	1	NUM
cana-5519	40	3	:	:	PUNCT
cana-5519	40	4	smart	smart	ADJ
cana-5519	40	5	healthcare	healthcare	NOUN
cana-5519	40	6	system	system	NOUN
cana-5519	40	7	communications	communication	NOUN
cana-5519	40	8	on	on	ADP
cana-5519	40	9	applied	apply	VERB
cana-5519	40	10	nonlinear	nonlinear	ADJ
cana-5519	40	11	analysis	analysis	NOUN
cana-5519	40	12	issn	issn	NOUN
cana-5519	40	13	:	:	PUNCT
cana-5519	40	14	1074	1074	NUM
cana-5519	40	15	-	-	PUNCT
cana-5519	40	16	133x	133x	NUM
cana-5519	40	17	vol	vol	NOUN
cana-5519	40	18	32	32	NUM
cana-5519	41	1	no	no	NOUN
cana-5519	41	2	.	.	PUNCT
cana-5519	42	1	3s	3s	NUM
cana-5519	42	2	(	(	PUNCT
cana-5519	42	3	2025	2025	NUM
cana-5519	42	4	)	)	PUNCT
cana-5519	42	5	748	748	NUM
cana-5519	42	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-5519	42	7	the	the	DET
cana-5519	42	8	image	image	NOUN
cana-5519	42	9	depicts	depict	VERB
cana-5519	42	10	the	the	DET
cana-5519	42	11	workflow	workflow	NOUN
cana-5519	42	12	of	of	ADP
cana-5519	42	13	a	a	DET
cana-5519	42	14	smart	smart	ADJ
cana-5519	42	15	healthcare	healthcare	NOUN
cana-5519	42	16	system	system	NOUN
cana-5519	42	17	that	that	PRON
cana-5519	42	18	involves	involve	VERB
cana-5519	42	19	several	several	ADJ
cana-5519	42	20	essential	essential	ADJ
cana-5519	42	21	elements	element	NOUN
cana-5519	42	22	and	and	CCONJ
cana-5519	42	23	processes	process	NOUN
cana-5519	42	24	.	.	PUNCT
cana-5519	43	1	it	it	PRON
cana-5519	43	2	commences	commence	VERB
cana-5519	43	3	with	with	ADP
cana-5519	43	4	the	the	DET
cana-5519	43	5	user	user	NOUN
cana-5519	43	6	's	's	PART
cana-5519	43	7	health	health	NOUN
cana-5519	43	8	being	be	AUX
cana-5519	43	9	tracked	track	VERB
cana-5519	43	10	by	by	ADP
cana-5519	43	11	wearables	wearable	NOUN
cana-5519	43	12	or	or	CCONJ
cana-5519	43	13	sensors	sensor	NOUN
cana-5519	43	14	that	that	PRON
cana-5519	43	15	record	record	VERB
cana-5519	43	16	the	the	DET
cana-5519	43	17	necessary	necessary	ADJ
cana-5519	43	18	vital	vital	ADJ
cana-5519	43	19	readings	reading	NOUN
cana-5519	43	20	.	.	PUNCT
cana-5519	44	1	these	these	DET
cana-5519	44	2	readings	reading	NOUN
cana-5519	44	3	are	be	AUX
cana-5519	44	4	then	then	ADV
cana-5519	44	5	sent	send	VERB
cana-5519	44	6	to	to	ADP
cana-5519	44	7	the	the	DET
cana-5519	44	8	internet	internet	NOUN
cana-5519	44	9	of	of	ADP
cana-5519	44	10	things	thing	NOUN
cana-5519	44	11	(	(	PUNCT
cana-5519	44	12	iot	iot	NOUN
cana-5519	44	13	)	)	PUNCT
cana-5519	44	14	to	to	PART
cana-5519	44	15	establish	establish	VERB
cana-5519	44	16	data	data	NOUN
cana-5519	44	17	transfer	transfer	NOUN
cana-5519	44	18	[	[	X
cana-5519	44	19	7	7	NUM
cana-5519	44	20	]	]	PUNCT
cana-5519	44	21	.	.	PUNCT
cana-5519	45	1	the	the	DET
cana-5519	45	2	data	data	NOUN
cana-5519	45	3	is	be	AUX
cana-5519	45	4	sent	send	VERB
cana-5519	45	5	to	to	ADP
cana-5519	45	6	a	a	DET
cana-5519	45	7	data	data	NOUN
cana-5519	45	8	center	center	NOUN
cana-5519	45	9	which	which	PRON
cana-5519	45	10	analyzes	analyze	VERB
cana-5519	45	11	all	all	PRON
cana-5519	45	12	of	of	ADP
cana-5519	45	13	the	the	DET
cana-5519	45	14	data	data	NOUN
cana-5519	45	15	minutes	minute	NOUN
cana-5519	45	16	or	or	CCONJ
cana-5519	45	17	hours	hour	NOUN
cana-5519	45	18	later	later	ADV
cana-5519	45	19	to	to	PART
cana-5519	45	20	derive	derive	VERB
cana-5519	45	21	a	a	DET
cana-5519	45	22	"	"	PUNCT
cana-5519	45	23	snapshot	snapshot	NOUN
cana-5519	45	24	"	"	PUNCT
cana-5519	45	25	of	of	ADP
cana-5519	45	26	the	the	DET
cana-5519	45	27	user	user	NOUN
cana-5519	45	28	's	's	PART
cana-5519	45	29	health	health	NOUN
cana-5519	45	30	status	status	NOUN
cana-5519	45	31	.	.	PUNCT
cana-5519	46	1	the	the	DET
cana-5519	46	2	user	user	NOUN
cana-5519	46	3	or	or	CCONJ
cana-5519	46	4	health	health	NOUN
cana-5519	46	5	worker	worker	NOUN
cana-5519	46	6	may	may	AUX
cana-5519	46	7	retrieve	retrieve	VERB
cana-5519	46	8	health	health	NOUN
cana-5519	46	9	information	information	NOUN
cana-5519	46	10	from	from	ADP
cana-5519	46	11	the	the	DET
cana-5519	46	12	data	datum	NOUN
cana-5519	46	13	center	center	NOUN
cana-5519	46	14	in	in	ADP
cana-5519	46	15	order	order	NOUN
cana-5519	46	16	to	to	PART
cana-5519	46	17	make	make	VERB
cana-5519	46	18	decisions	decision	NOUN
cana-5519	46	19	or	or	CCONJ
cana-5519	46	20	take	take	VERB
cana-5519	46	21	action	action	NOUN
cana-5519	46	22	.	.	PUNCT
cana-5519	47	1	it	it	PRON
cana-5519	47	2	is	be	AUX
cana-5519	47	3	a	a	DET
cana-5519	47	4	smart	smart	ADJ
cana-5519	47	5	healthcare	healthcare	NOUN
cana-5519	47	6	system	system	NOUN
cana-5519	47	7	,	,	PUNCT
cana-5519	47	8	as	as	SCONJ
cana-5519	47	9	it	it	PRON
cana-5519	47	10	fuses	fuse	VERB
cana-5519	47	11	real	real	ADJ
cana-5519	47	12	-	-	PUNCT
cana-5519	47	13	time	time	NOUN
cana-5519	47	14	monitoring	monitoring	NOUN
cana-5519	47	15	,	,	PUNCT
cana-5519	47	16	iot	iot	PROPN
cana-5519	47	17	technology	technology	NOUN
cana-5519	47	18	and	and	CCONJ
cana-5519	47	19	data	datum	NOUN
cana-5519	47	20	analytics	analytic	NOUN
cana-5519	47	21	research	research	NOUN
cana-5519	47	22	for	for	ADP
cana-5519	47	23	health	health	NOUN
cana-5519	47	24	care	care	NOUN
cana-5519	47	25	delivery	delivery	NOUN
cana-5519	48	1	[	[	X
cana-5519	48	2	8	8	NUM
cana-5519	48	3	]	]	SYM
cana-5519	48	4	.	.	PUNCT
cana-5519	48	5	ii	ii	PROPN
cana-5519	48	6	.	.	PUNCT
cana-5519	48	7	related	relate	VERB
cana-5519	48	8	work	work	NOUN
cana-5519	48	9	a	a	DET
cana-5519	48	10	system	system	NOUN
cana-5519	48	11	for	for	ADP
cana-5519	48	12	managing	manage	VERB
cana-5519	48	13	chronic	chronic	ADJ
cana-5519	48	14	illnesses	illness	NOUN
cana-5519	48	15	through	through	ADP
cana-5519	48	16	ongoing	ongoing	ADJ
cana-5519	48	17	patient	patient	ADJ
cana-5519	48	18	monitoring	monitoring	NOUN
cana-5519	48	19	and	and	CCONJ
cana-5519	48	20	physician	physician	NOUN
cana-5519	48	21	collaboration	collaboration	NOUN
cana-5519	48	22	is	be	AUX
cana-5519	48	23	put	put	VERB
cana-5519	48	24	out	out	ADP
cana-5519	48	25	by	by	ADP
cana-5519	48	26	nora	nora	PROPN
cana-5519	48	27	mahmoud	mahmoud	PROPN
cana-5519	48	28	et	et	PROPN
cana-5519	48	29	al	al	PROPN
cana-5519	48	30	.	.	PROPN
cana-5519	49	1	(	(	PUNCT
cana-5519	49	2	2020	2020	NUM
cana-5519	49	3	)	)	PUNCT
cana-5519	49	4	.	.	PUNCT
cana-5519	50	1	cloud	cloud	PROPN
cana-5519	50	2	computing	computing	PROPN
cana-5519	50	3	,	,	PUNCT
cana-5519	50	4	fog	fog	NOUN
cana-5519	50	5	computing	computing	NOUN
cana-5519	50	6	,	,	PUNCT
cana-5519	50	7	wireless	wireless	ADJ
cana-5519	50	8	body	body	NOUN
cana-5519	50	9	area	area	NOUN
cana-5519	50	10	networks	network	NOUN
cana-5519	50	11	(	(	PUNCT
cana-5519	50	12	wban	wban	PROPN
cana-5519	50	13	)	)	PUNCT
cana-5519	50	14	,	,	PUNCT
cana-5519	50	15	semantic	semantic	ADJ
cana-5519	50	16	ontology	ontology	NOUN
cana-5519	50	17	,	,	PUNCT
cana-5519	50	18	and	and	CCONJ
cana-5519	50	19	a	a	DET
cana-5519	50	20	clinical	clinical	ADJ
cana-5519	50	21	decision	decision	NOUN
cana-5519	50	22	support	support	NOUN
cana-5519	50	23	system	system	NOUN
cana-5519	50	24	(	(	PUNCT
cana-5519	50	25	cdss	cdss	NOUN
cana-5519	50	26	)	)	PUNCT
cana-5519	50	27	are	be	AUX
cana-5519	50	28	all	all	ADV
cana-5519	50	29	integrated	integrate	VERB
cana-5519	50	30	into	into	ADP
cana-5519	50	31	the	the	DET
cana-5519	50	32	system	system	NOUN
cana-5519	50	33	.	.	PUNCT
cana-5519	51	1	this	this	DET
cana-5519	51	2	method	method	NOUN
cana-5519	51	3	improves	improve	VERB
cana-5519	51	4	patient	patient	ADJ
cana-5519	51	5	quality	quality	NOUN
cana-5519	51	6	of	of	ADP
cana-5519	51	7	life	life	NOUN
cana-5519	51	8	[	[	X
cana-5519	51	9	9	9	NUM
cana-5519	51	10	]	]	PUNCT
cana-5519	51	11	while	while	SCONJ
cana-5519	51	12	reducing	reduce	VERB
cana-5519	51	13	healthcare	healthcare	NOUN
cana-5519	51	14	expenditures	expenditure	NOUN
cana-5519	51	15	by	by	ADP
cana-5519	51	16	enabling	enable	VERB
cana-5519	51	17	real	real	ADJ
cana-5519	51	18	-	-	PUNCT
cana-5519	51	19	time	time	NOUN
cana-5519	51	20	monitoring	monitoring	NOUN
cana-5519	51	21	,	,	PUNCT
cana-5519	51	22	remote	remote	ADJ
cana-5519	51	23	supervision	supervision	NOUN
cana-5519	51	24	,	,	PUNCT
cana-5519	51	25	and	and	CCONJ
cana-5519	51	26	shorter	short	ADJ
cana-5519	51	27	hospital	hospital	NOUN
cana-5519	51	28	stays	stay	NOUN
cana-5519	51	29	.	.	PUNCT
cana-5519	52	1	the	the	DET
cana-5519	52	2	integration	integration	NOUN
cana-5519	52	3	of	of	ADP
cana-5519	52	4	wban	wban	ADJ
cana-5519	52	5	data	datum	NOUN
cana-5519	52	6	into	into	ADP
cana-5519	52	7	electronic	electronic	ADJ
cana-5519	52	8	health	health	NOUN
cana-5519	52	9	records	record	NOUN
cana-5519	52	10	(	(	PUNCT
cana-5519	52	11	ehrs	ehrs	INTJ
cana-5519	52	12	)	)	PUNCT
cana-5519	52	13	is	be	AUX
cana-5519	52	14	another	another	DET
cana-5519	52	15	way	way	NOUN
cana-5519	52	16	that	that	PRON
cana-5519	52	17	the	the	DET
cana-5519	52	18	framework	framework	NOUN
cana-5519	52	19	handles	handle	VERB
cana-5519	52	20	semantic	semantic	ADJ
cana-5519	52	21	interoperability	interoperability	NOUN
cana-5519	52	22	[	[	X
cana-5519	52	23	10	10	NUM
cana-5519	52	24	]	]	PUNCT
cana-5519	52	25	.	.	PUNCT
cana-5519	53	1	during	during	ADP
cana-5519	53	2	the	the	DET
cana-5519	53	3	covid-19	covid-19	PROPN
cana-5519	53	4	pandemic	pandemic	NOUN
cana-5519	53	5	,	,	PUNCT
cana-5519	53	6	when	when	SCONJ
cana-5519	53	7	hospital	hospital	NOUN
cana-5519	53	8	visits	visit	NOUN
cana-5519	53	9	are	be	AUX
cana-5519	53	10	discouraged	discouraged	ADJ
cana-5519	53	11	,	,	PUNCT
cana-5519	53	12	olutosin	olutosin	VERB
cana-5519	53	13	taiwo	taiwo	PROPN
cana-5519	53	14	et	et	PROPN
cana-5519	53	15	al	al	PROPN
cana-5519	53	16	.	.	PROPN
cana-5519	54	1	(	(	PUNCT
cana-5519	54	2	2020	2020	NUM
cana-5519	54	3	)	)	PUNCT
cana-5519	54	4	suggest	suggest	VERB
cana-5519	54	5	a	a	DET
cana-5519	54	6	remote	remote	ADJ
cana-5519	54	7	smart	smart	ADJ
cana-5519	54	8	home	home	NOUN
cana-5519	54	9	healthcare	healthcare	NOUN
cana-5519	54	10	support	support	NOUN
cana-5519	54	11	system	system	NOUN
cana-5519	54	12	(	(	PUNCT
cana-5519	54	13	shhes	shhe	NOUN
cana-5519	54	14	)	)	PUNCT
cana-5519	54	15	to	to	PART
cana-5519	54	16	monitor	monitor	VERB
cana-5519	54	17	patients	patient	NOUN
cana-5519	54	18	'	'	PART
cana-5519	54	19	health	health	NOUN
cana-5519	54	20	and	and	CCONJ
cana-5519	54	21	get	get	VERB
cana-5519	54	22	prescriptions	prescription	NOUN
cana-5519	54	23	from	from	ADP
cana-5519	54	24	physicians	physician	NOUN
cana-5519	54	25	while	while	SCONJ
cana-5519	54	26	they	they	PRON
cana-5519	54	27	remain	remain	VERB
cana-5519	54	28	at	at	ADP
cana-5519	54	29	home	home	NOUN
cana-5519	54	30	[	[	X
cana-5519	54	31	11	11	NUM
cana-5519	54	32	]	]	PUNCT
cana-5519	54	33	.	.	PUNCT
cana-5519	55	1	the	the	DET
cana-5519	55	2	solution	solution	NOUN
cana-5519	55	3	reduces	reduce	VERB
cana-5519	55	4	the	the	DET
cana-5519	55	5	need	need	NOUN
cana-5519	55	6	for	for	ADP
cana-5519	55	7	in	in	ADP
cana-5519	55	8	-	-	PUNCT
cana-5519	55	9	person	person	NOUN
cana-5519	55	10	visits	visit	NOUN
cana-5519	55	11	while	while	SCONJ
cana-5519	55	12	guaranteeing	guarantee	VERB
cana-5519	55	13	ongoing	ongoing	ADJ
cana-5519	55	14	health	health	NOUN
cana-5519	55	15	monitoring	monitoring	NOUN
cana-5519	55	16	and	and	CCONJ
cana-5519	55	17	treatment	treatment	NOUN
cana-5519	55	18	by	by	ADP
cana-5519	55	19	leveraging	leverage	VERB
cana-5519	55	20	developments	development	NOUN
cana-5519	55	21	in	in	ADP
cana-5519	55	22	iot	iot	ADJ
cana-5519	55	23	,	,	PUNCT
cana-5519	55	24	smart	smart	ADJ
cana-5519	55	25	home	home	NOUN
cana-5519	55	26	automation	automation	NOUN
cana-5519	55	27	,	,	PUNCT
cana-5519	55	28	and	and	CCONJ
cana-5519	55	29	healthcare	healthcare	PROPN
cana-5519	55	30	technology	technology	NOUN
cana-5519	55	31	to	to	PART
cana-5519	55	32	enable	enable	VERB
cana-5519	55	33	clinicians	clinician	NOUN
cana-5519	55	34	to	to	PART
cana-5519	55	35	diagnose	diagnose	VERB
cana-5519	55	36	conditions	condition	NOUN
cana-5519	55	37	remotely	remotely	ADV
cana-5519	55	38	by	by	ADP
cana-5519	55	39	gathering	gather	VERB
cana-5519	55	40	and	and	CCONJ
cana-5519	55	41	evaluating	evaluate	VERB
cana-5519	55	42	patient	patient	ADJ
cana-5519	55	43	data	datum	NOUN
cana-5519	55	44	.	.	PUNCT
cana-5519	56	1	the	the	DET
cana-5519	56	2	increasing	increase	VERB
cana-5519	56	3	use	use	NOUN
cana-5519	56	4	of	of	ADP
cana-5519	56	5	artificial	artificial	ADJ
cana-5519	56	6	intelligence	intelligence	NOUN
cana-5519	56	7	(	(	PUNCT
cana-5519	56	8	ai	ai	NOUN
cana-5519	56	9	)	)	PUNCT
cana-5519	56	10	in	in	ADP
cana-5519	56	11	healthcare	healthcare	PROPN
cana-5519	56	12	,	,	PUNCT
cana-5519	56	13	namely	namely	ADV
cana-5519	56	14	in	in	ADP
cana-5519	56	15	remote	remote	ADJ
cana-5519	56	16	patient	patient	ADJ
cana-5519	56	17	monitoring	monitoring	NOUN
cana-5519	56	18	(	(	PUNCT
cana-5519	56	19	rpm	rpm	NOUN
cana-5519	56	20	)	)	PUNCT
cana-5519	56	21	systems	system	NOUN
cana-5519	56	22	,	,	PUNCT
cana-5519	56	23	is	be	AUX
cana-5519	56	24	reviewed	review	VERB
cana-5519	56	25	by	by	ADP
cana-5519	56	26	thanveer	thanveer	NOUN
cana-5519	56	27	shaik	shaik	PROPN
cana-5519	56	28	et	et	PROPN
cana-5519	56	29	al	al	PROPN
cana-5519	56	30	.	.	PROPN
cana-5519	57	1	(	(	PUNCT
cana-5519	57	2	2023	2023	NUM
cana-5519	57	3	)	)	PUNCT
cana-5519	57	4	.	.	PUNCT
cana-5519	58	1	rpm	rpm	PROPN
cana-5519	58	2	helps	help	VERB
cana-5519	58	3	with	with	ADP
cana-5519	58	4	the	the	DET
cana-5519	58	5	monitoring	monitoring	NOUN
cana-5519	58	6	of	of	ADP
cana-5519	58	7	hospitalised	hospitalise	VERB
cana-5519	58	8	patients	patient	NOUN
cana-5519	58	9	,	,	PUNCT
cana-5519	58	10	elderly	elderly	ADJ
cana-5519	58	11	people	people	NOUN
cana-5519	58	12	receiving	receive	VERB
cana-5519	58	13	home	home	NOUN
cana-5519	58	14	care	care	NOUN
cana-5519	58	15	,	,	PUNCT
cana-5519	58	16	and	and	CCONJ
cana-5519	58	17	patients	patient	NOUN
cana-5519	58	18	with	with	ADP
cana-5519	58	19	acute	acute	ADJ
cana-5519	58	20	or	or	CCONJ
cana-5519	58	21	chronic	chronic	ADJ
cana-5519	58	22	diseases	disease	NOUN
cana-5519	58	23	.	.	PUNCT
cana-5519	59	1	ai	ai	AUX
cana-5519	59	2	-	-	PUNCT
cana-5519	59	3	enabled	enable	VERB
cana-5519	59	4	rpm	rpm	NOUN
cana-5519	59	5	systems	system	NOUN
cana-5519	59	6	offer	offer	VERB
cana-5519	59	7	continuous	continuous	ADJ
cana-5519	59	8	,	,	PUNCT
cana-5519	59	9	non	non	ADJ
cana-5519	59	10	-	-	ADJ
cana-5519	59	11	invasive	invasive	ADJ
cana-5519	59	12	health	health	NOUN
cana-5519	59	13	monitoring	monitoring	NOUN
cana-5519	59	14	via	via	ADP
cana-5519	59	15	iot	iot	ADJ
cana-5519	59	16	wearables	wearable	NOUN
cana-5519	59	17	and	and	CCONJ
cana-5519	59	18	sensors	sensor	NOUN
cana-5519	59	19	,	,	PUNCT
cana-5519	59	20	in	in	ADP
cana-5519	59	21	contrast	contrast	NOUN
cana-5519	59	22	to	to	ADP
cana-5519	59	23	traditional	traditional	ADJ
cana-5519	59	24	monitoring	monitoring	NOUN
cana-5519	59	25	,	,	PUNCT
cana-5519	59	26	which	which	PRON
cana-5519	59	27	depends	depend	VERB
cana-5519	59	28	on	on	ADP
cana-5519	59	29	invasive	invasive	ADJ
cana-5519	59	30	techniques	technique	NOUN
cana-5519	59	31	and	and	CCONJ
cana-5519	59	32	human	human	ADJ
cana-5519	59	33	staff	staff	NOUN
cana-5519	59	34	supervision	supervision	NOUN
cana-5519	59	35	.	.	PUNCT
cana-5519	60	1	the	the	DET
cana-5519	60	2	influence	influence	NOUN
cana-5519	60	3	of	of	ADP
cana-5519	60	4	ai	ai	VERB
cana-5519	60	5	in	in	ADP
cana-5519	60	6	rpm	rpm	NOUN
cana-5519	60	7	is	be	AUX
cana-5519	60	8	examined	examine	VERB
cana-5519	60	9	in	in	ADP
cana-5519	60	10	the	the	DET
cana-5519	60	11	paper	paper	NOUN
cana-5519	60	12	,	,	PUNCT
cana-5519	60	13	with	with	ADP
cana-5519	60	14	particular	particular	ADJ
cana-5519	60	15	attention	attention	NOUN
cana-5519	60	16	paid	pay	VERB
cana-5519	60	17	to	to	ADP
cana-5519	60	18	behaviour	behaviour	NOUN
cana-5519	60	19	pattern	pattern	NOUN
cana-5519	60	20	identification	identification	NOUN
cana-5519	60	21	through	through	ADP
cana-5519	60	22	reinforcement	reinforcement	NOUN
cana-5519	60	23	learning	learning	NOUN
cana-5519	60	24	,	,	PUNCT
cana-5519	60	25	personalised	personalised	ADJ
cana-5519	60	26	monitoring	monitoring	NOUN
cana-5519	60	27	using	use	VERB
cana-5519	60	28	federated	federated	ADJ
cana-5519	60	29	learning	learning	NOUN
cana-5519	60	30	,	,	PUNCT
cana-5519	60	31	and	and	CCONJ
cana-5519	60	32	health	health	NOUN
cana-5519	60	33	deterioration	deterioration	NOUN
cana-5519	60	34	detection	detection	NOUN
cana-5519	60	35	.	.	PUNCT
cana-5519	61	1	it	it	PRON
cana-5519	61	2	focusses	focusse	VERB
cana-5519	61	3	on	on	ADP
cana-5519	61	4	the	the	DET
cana-5519	61	5	advantages	advantage	NOUN
cana-5519	61	6	,	,	PUNCT
cana-5519	61	7	difficulties	difficulty	NOUN
cana-5519	61	8	,	,	PUNCT
cana-5519	61	9	and	and	CCONJ
cana-5519	61	10	potential	potential	ADJ
cana-5519	61	11	developments	development	NOUN
cana-5519	61	12	of	of	ADP
cana-5519	61	13	ai	ai	NOUN
cana-5519	61	14	in	in	ADP
cana-5519	61	15	rpm	rpm	NOUN
cana-5519	61	16	,	,	PUNCT
cana-5519	61	17	highlighting	highlight	VERB
cana-5519	61	18	how	how	SCONJ
cana-5519	61	19	it	it	PRON
cana-5519	61	20	might	might	AUX
cana-5519	61	21	revolutionise	revolutionise	VERB
cana-5519	61	22	patient	patient	ADJ
cana-5519	61	23	care	care	NOUN
cana-5519	61	24	and	and	CCONJ
cana-5519	61	25	solve	solve	VERB
cana-5519	61	26	implementation	implementation	NOUN
cana-5519	61	27	issues[9	issues[9	PROPN
cana-5519	61	28	]	]	PUNCT
cana-5519	61	29	.	.	PUNCT
cana-5519	62	1	the	the	DET
cana-5519	62	2	necessity	necessity	NOUN
cana-5519	62	3	for	for	ADP
cana-5519	62	4	cutting	cut	VERB
cana-5519	62	5	-	-	PUNCT
cana-5519	62	6	edge	edge	NOUN
cana-5519	62	7	healthcare	healthcare	NOUN
cana-5519	62	8	treatments	treatment	NOUN
cana-5519	62	9	in	in	ADP
cana-5519	62	10	response	response	NOUN
cana-5519	62	11	to	to	ADP
cana-5519	62	12	chronic	chronic	ADJ
cana-5519	62	13	illnesses	illness	NOUN
cana-5519	62	14	like	like	ADP
cana-5519	62	15	covid-19	covid-19	PROPN
cana-5519	62	16	is	be	AUX
cana-5519	62	17	emphasised	emphasise	VERB
cana-5519	62	18	by	by	ADP
cana-5519	62	19	fazlullah	fazlullah	PROPN
cana-5519	62	20	khan	khan	PROPN
cana-5519	62	21	et	et	PROPN
cana-5519	62	22	al	al	PROPN
cana-5519	62	23	.	.	PROPN
cana-5519	63	1	(	(	PUNCT
cana-5519	63	2	2021	2021	NUM
cana-5519	63	3	)	)	PUNCT
cana-5519	63	4	.	.	PUNCT
cana-5519	64	1	the	the	DET
cana-5519	64	2	function	function	NOUN
cana-5519	64	3	of	of	ADP
cana-5519	64	4	iot	iot	NOUN
cana-5519	64	5	-	-	PUNCT
cana-5519	64	6	enabled	enable	VERB
cana-5519	64	7	smart	smart	ADJ
cana-5519	64	8	wearables	wearable	NOUN
cana-5519	64	9	,	,	PUNCT
cana-5519	64	10	which	which	PRON
cana-5519	64	11	gather	gather	VERB
cana-5519	64	12	enormous	enormous	ADJ
cana-5519	64	13	volumes	volume	NOUN
cana-5519	64	14	of	of	ADP
cana-5519	64	15	data	datum	NOUN
cana-5519	64	16	about	about	ADP
cana-5519	64	17	behavioural	behavioural	ADJ
cana-5519	64	18	,	,	PUNCT
cana-5519	64	19	psychological	psychological	ADJ
cana-5519	64	20	,	,	PUNCT
cana-5519	64	21	and	and	CCONJ
cana-5519	64	22	physical	physical	ADJ
cana-5519	64	23	health	health	NOUN
cana-5519	64	24	,	,	PUNCT
cana-5519	64	25	is	be	AUX
cana-5519	64	26	examined	examine	VERB
cana-5519	64	27	in	in	ADP
cana-5519	64	28	this	this	DET
cana-5519	64	29	research	research	NOUN
cana-5519	64	30	.	.	PUNCT
cana-5519	65	1	it	it	PRON
cana-5519	65	2	stresses	stress	VERB
cana-5519	65	3	the	the	DET
cana-5519	65	4	significance	significance	NOUN
cana-5519	65	5	of	of	ADP
cana-5519	65	6	big	big	ADJ
cana-5519	65	7	data	datum	NOUN
cana-5519	65	8	analytics	analytic	NOUN
cana-5519	65	9	and	and	CCONJ
cana-5519	65	10	machine	machine	NOUN
cana-5519	65	11	learning	learning	NOUN
cana-5519	65	12	(	(	PUNCT
cana-5519	65	13	ml	ml	NOUN
cana-5519	65	14	)	)	PUNCT
cana-5519	65	15	in	in	ADP
cana-5519	65	16	enhancing	enhance	VERB
cana-5519	65	17	healthcare	healthcare	NOUN
cana-5519	65	18	systems	system	NOUN
cana-5519	65	19	and	and	CCONJ
cana-5519	65	20	talks	talk	NOUN
cana-5519	65	21	about	about	ADP
cana-5519	65	22	the	the	DET
cana-5519	65	23	difficulties	difficulty	NOUN
cana-5519	65	24	in	in	ADP
cana-5519	65	25	managing	manage	VERB
cana-5519	65	26	the	the	DET
cana-5519	65	27	large	large	ADJ
cana-5519	65	28	amounts	amount	NOUN
cana-5519	65	29	of	of	ADP
cana-5519	65	30	data	datum	NOUN
cana-5519	65	31	produced	produce	VERB
cana-5519	65	32	by	by	ADP
cana-5519	65	33	these	these	DET
cana-5519	65	34	devices	device	NOUN
cana-5519	65	35	.	.	PUNCT
cana-5519	66	1	the	the	DET
cana-5519	66	2	paper	paper	NOUN
cana-5519	66	3	examines	examine	VERB
cana-5519	66	4	current	current	ADJ
cana-5519	66	5	machine	machine	NOUN
cana-5519	66	6	learning	learning	NOUN
cana-5519	66	7	approaches	approach	NOUN
cana-5519	66	8	for	for	ADP
cana-5519	66	9	healthcare	healthcare	PROPN
cana-5519	66	10	big	big	ADJ
cana-5519	66	11	data	datum	NOUN
cana-5519	66	12	analysis	analysis	NOUN
cana-5519	66	13	,	,	PUNCT
cana-5519	66	14	highlighting	highlight	VERB
cana-5519	66	15	their	their	PRON
cana-5519	66	16	advantages	advantage	NOUN
cana-5519	66	17	,	,	PUNCT
cana-5519	66	18	disadvantages	disadvantage	NOUN
cana-5519	66	19	,	,	PUNCT
cana-5519	66	20	and	and	CCONJ
cana-5519	66	21	areas	area	NOUN
cana-5519	66	22	for	for	ADP
cana-5519	66	23	further	further	ADJ
cana-5519	66	24	research	research	NOUN
cana-5519	66	25	.	.	PUNCT
cana-5519	67	1	it	it	PRON
cana-5519	67	2	provides	provide	VERB
cana-5519	67	3	insightful	insightful	ADJ
cana-5519	67	4	information	information	NOUN
cana-5519	67	5	for	for	ADP
cana-5519	67	6	policymakers	policymaker	NOUN
cana-5519	67	7	and	and	CCONJ
cana-5519	67	8	healthcare	healthcare	NOUN
cana-5519	67	9	professionals	professional	NOUN
cana-5519	67	10	.	.	PUNCT
cana-5519	68	1	using	use	VERB
cana-5519	68	2	the	the	DET
cana-5519	68	3	internet	internet	NOUN
cana-5519	68	4	of	of	ADP
cana-5519	68	5	things	thing	NOUN
cana-5519	68	6	(	(	PUNCT
cana-5519	68	7	iot	iot	NOUN
cana-5519	68	8	)	)	PUNCT
cana-5519	68	9	for	for	ADP
cana-5519	68	10	real	real	ADJ
cana-5519	68	11	-	-	PUNCT
cana-5519	68	12	time	time	NOUN
cana-5519	68	13	monitoring	monitoring	NOUN
cana-5519	68	14	and	and	CCONJ
cana-5519	68	15	predictive	predictive	ADJ
cana-5519	68	16	analytics	analytic	NOUN
cana-5519	68	17	,	,	PUNCT
cana-5519	68	18	john	john	PROPN
cana-5519	68	19	owen	owen	PROPN
cana-5519	68	20	et	et	PROPN
cana-5519	68	21	al	al	PROPN
cana-5519	68	22	.	.	PROPN
cana-5519	69	1	(	(	PUNCT
cana-5519	69	2	2024	2024	NUM
cana-5519	69	3	)	)	PUNCT
cana-5519	69	4	investigate	investigate	VERB
cana-5519	69	5	the	the	DET
cana-5519	69	6	revolutionary	revolutionary	ADJ
cana-5519	69	7	effects	effect	NOUN
cana-5519	69	8	of	of	ADP
cana-5519	69	9	smart	smart	ADJ
cana-5519	69	10	healthcare	healthcare	NOUN
cana-5519	70	1	[	[	X
cana-5519	70	2	11	11	NUM
cana-5519	70	3	]	]	PUNCT
cana-5519	70	4	.	.	PUNCT
cana-5519	71	1	vital	vital	ADJ
cana-5519	71	2	signs	sign	NOUN
cana-5519	71	3	and	and	CCONJ
cana-5519	71	4	health	health	NOUN
cana-5519	71	5	status	status	NOUN
cana-5519	71	6	are	be	AUX
cana-5519	71	7	continuously	continuously	ADV
cana-5519	71	8	tracked	track	VERB
cana-5519	71	9	communications	communication	NOUN
cana-5519	71	10	on	on	ADP
cana-5519	71	11	applied	apply	VERB
cana-5519	71	12	nonlinear	nonlinear	ADJ
cana-5519	71	13	analysis	analysis	NOUN
cana-5519	71	14	issn	issn	NOUN
cana-5519	71	15	:	:	PUNCT
cana-5519	71	16	1074	1074	NUM
cana-5519	71	17	-	-	PUNCT
cana-5519	71	18	133x	133x	NUM
cana-5519	71	19	vol	vol	NOUN
cana-5519	71	20	32	32	NUM
cana-5519	72	1	no	no	NOUN
cana-5519	72	2	.	.	PUNCT
cana-5519	73	1	3s	3s	NUM
cana-5519	73	2	(	(	PUNCT
cana-5519	73	3	2025	2025	NUM
cana-5519	73	4	)	)	PUNCT
cana-5519	73	5	749	749	NUM
cana-5519	73	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-5519	73	7	by	by	ADP
cana-5519	73	8	iot	iot	ADJ
cana-5519	73	9	-	-	PUNCT
cana-5519	73	10	enabled	enable	VERB
cana-5519	73	11	devices	device	NOUN
cana-5519	73	12	,	,	PUNCT
cana-5519	73	13	including	include	VERB
cana-5519	73	14	wearables	wearable	NOUN
cana-5519	73	15	,	,	PUNCT
cana-5519	73	16	sensors	sensor	NOUN
cana-5519	73	17	,	,	PUNCT
cana-5519	73	18	and	and	CCONJ
cana-5519	73	19	smart	smart	ADJ
cana-5519	73	20	medical	medical	ADJ
cana-5519	73	21	equipment	equipment	NOUN
cana-5519	73	22	.	.	PUNCT
cana-5519	74	1	clinicians	clinician	NOUN
cana-5519	74	2	may	may	AUX
cana-5519	74	3	take	take	VERB
cana-5519	74	4	preventative	preventative	ADJ
cana-5519	74	5	measures	measure	NOUN
cana-5519	74	6	and	and	CCONJ
cana-5519	74	7	identify	identify	VERB
cana-5519	74	8	any	any	DET
cana-5519	74	9	problems	problem	NOUN
cana-5519	74	10	early	early	ADJ
cana-5519	74	11	thanks	thank	NOUN
cana-5519	74	12	to	to	ADP
cana-5519	74	13	this	this	DET
cana-5519	74	14	real	real	ADJ
cana-5519	74	15	-	-	PUNCT
cana-5519	74	16	time	time	NOUN
cana-5519	74	17	data	datum	NOUN
cana-5519	74	18	,	,	PUNCT
cana-5519	74	19	which	which	PRON
cana-5519	74	20	gives	give	VERB
cana-5519	74	21	them	they	PRON
cana-5519	74	22	an	an	DET
cana-5519	74	23	accurate	accurate	ADJ
cana-5519	74	24	and	and	CCONJ
cana-5519	74	25	current	current	ADJ
cana-5519	74	26	picture	picture	NOUN
cana-5519	74	27	of	of	ADP
cana-5519	74	28	patient	patient	ADJ
cana-5519	74	29	situations	situation	NOUN
cana-5519	74	30	.	.	PUNCT
cana-5519	75	1	by	by	ADP
cana-5519	75	2	predicting	predict	VERB
cana-5519	75	3	results	result	NOUN
cana-5519	75	4	using	use	VERB
cana-5519	75	5	both	both	CCONJ
cana-5519	75	6	historical	historical	ADJ
cana-5519	75	7	and	and	CCONJ
cana-5519	75	8	current	current	ADJ
cana-5519	75	9	data	datum	NOUN
cana-5519	75	10	,	,	PUNCT
cana-5519	75	11	predictive	predictive	ADJ
cana-5519	75	12	analytics	analytic	NOUN
cana-5519	75	13	further	far	ADV
cana-5519	75	14	improves	improve	VERB
cana-5519	75	15	decision	decision	NOUN
cana-5519	75	16	-	-	PUNCT
cana-5519	75	17	making	making	NOUN
cana-5519	75	18	and	and	CCONJ
cana-5519	75	19	enables	enable	VERB
cana-5519	75	20	prompt	prompt	ADJ
cana-5519	75	21	modifications	modification	NOUN
cana-5519	75	22	to	to	ADP
cana-5519	75	23	treatment	treatment	NOUN
cana-5519	75	24	regimens	regimen	NOUN
cana-5519	75	25	.	.	PUNCT
cana-5519	76	1	smart	smart	ADJ
cana-5519	76	2	healthcare	healthcare	NOUN
cana-5519	76	3	solutions	solution	NOUN
cana-5519	76	4	seek	seek	VERB
cana-5519	76	5	to	to	PART
cana-5519	76	6	enhance	enhance	VERB
cana-5519	76	7	patient	patient	ADJ
cana-5519	76	8	outcomes	outcome	NOUN
cana-5519	76	9	,	,	PUNCT
cana-5519	76	10	maximise	maximise	NOUN
cana-5519	76	11	resources	resource	NOUN
cana-5519	76	12	,	,	PUNCT
cana-5519	76	13	and	and	CCONJ
cana-5519	76	14	lower	low	ADJ
cana-5519	76	15	healthcare	healthcare	NOUN
cana-5519	76	16	costs	cost	NOUN
cana-5519	76	17	as	as	SCONJ
cana-5519	76	18	iot	iot	ADJ
cana-5519	76	19	and	and	CCONJ
cana-5519	76	20	predictive	predictive	ADJ
cana-5519	76	21	analytics	analytic	NOUN
cana-5519	76	22	develop	develop	VERB
cana-5519	76	23	,	,	PUNCT
cana-5519	76	24	bringing	bring	VERB
cana-5519	76	25	about	about	ADP
cana-5519	76	26	a	a	DET
cana-5519	76	27	more	more	ADV
cana-5519	76	28	adaptable	adaptable	ADJ
cana-5519	76	29	,	,	PUNCT
cana-5519	76	30	data	data	NOUN
cana-5519	76	31	-	-	PUNCT
cana-5519	76	32	driven	drive	VERB
cana-5519	76	33	healthcare	healthcare	NOUN
cana-5519	76	34	system	system	NOUN
cana-5519	77	1	[	[	X
cana-5519	77	2	10	10	NUM
cana-5519	77	3	]	]	X
cana-5519	78	1	[	[	X
cana-5519	78	2	11	11	NUM
cana-5519	78	3	]	]	PUNCT
cana-5519	78	4	.	.	PUNCT
cana-5519	79	1	research	research	NOUN
cana-5519	79	2	gap	gap	NOUN
cana-5519	79	3	research	research	NOUN
cana-5519	79	4	on	on	ADP
cana-5519	79	5	smart	smart	ADJ
cana-5519	79	6	healthcare	healthcare	NOUN
cana-5519	79	7	systems	system	NOUN
cana-5519	79	8	,	,	PUNCT
cana-5519	79	9	specifically	specifically	ADV
cana-5519	79	10	those	those	PRON
cana-5519	79	11	designed	design	VERB
cana-5519	79	12	with	with	ADP
cana-5519	79	13	predictive	predictive	ADJ
cana-5519	79	14	analytics	analytic	NOUN
cana-5519	79	15	and	and	CCONJ
cana-5519	79	16	iot	iot	NOUN
cana-5519	79	17	,	,	PUNCT
cana-5519	79	18	is	be	AUX
cana-5519	79	19	advancing	advance	VERB
cana-5519	79	20	rapidly	rapidly	ADV
cana-5519	79	21	,	,	PUNCT
cana-5519	79	22	but	but	CCONJ
cana-5519	79	23	gaps	gap	NOUN
cana-5519	79	24	remain	remain	VERB
cana-5519	79	25	.	.	PUNCT
cana-5519	80	1	while	while	SCONJ
cana-5519	80	2	frameworks	framework	NOUN
cana-5519	80	3	,	,	PUNCT
cana-5519	80	4	like	like	ADP
cana-5519	80	5	those	those	PRON
cana-5519	80	6	presented	present	VERB
cana-5519	80	7	by	by	ADP
cana-5519	80	8	nora	nora	PROPN
cana-5519	80	9	mahmoud	mahmoud	PROPN
cana-5519	80	10	et	et	PROPN
cana-5519	80	11	al	al	PROPN
cana-5519	80	12	.	.	PROPN
cana-5519	81	1	(	(	PUNCT
cana-5519	81	2	2020	2020	NUM
cana-5519	81	3	)	)	PUNCT
cana-5519	82	1	and	and	CCONJ
cana-5519	82	2	olutosin	olutosin	VERB
cana-5519	82	3	taiwo	taiwo	PROPN
cana-5519	82	4	et	et	PROPN
cana-5519	82	5	al	al	PROPN
cana-5519	82	6	.	.	PROPN
cana-5519	83	1	(	(	PUNCT
cana-5519	83	2	2020	2020	NUM
cana-5519	83	3	)	)	PUNCT
cana-5519	84	1	,	,	PUNCT
cana-5519	84	2	deal	deal	VERB
cana-5519	84	3	with	with	ADP
cana-5519	84	4	remote	remote	ADJ
cana-5519	84	5	patient	patient	ADJ
cana-5519	84	6	monitoring	monitoring	NOUN
cana-5519	84	7	and	and	CCONJ
cana-5519	84	8	clinician	clinician	NOUN
cana-5519	84	9	collaboration	collaboration	NOUN
cana-5519	84	10	,	,	PUNCT
cana-5519	84	11	there	there	PRON
cana-5519	84	12	continue	continue	VERB
cana-5519	84	13	to	to	PART
cana-5519	84	14	be	be	AUX
cana-5519	84	15	challenges	challenge	NOUN
cana-5519	84	16	with	with	ADP
cana-5519	84	17	seamless	seamless	ADJ
cana-5519	84	18	integration	integration	NOUN
cana-5519	84	19	,	,	PUNCT
cana-5519	84	20	real	real	ADJ
cana-5519	84	21	-	-	PUNCT
cana-5519	84	22	time	time	NOUN
cana-5519	84	23	decision	decision	NOUN
cana-5519	84	24	-	-	PUNCT
cana-5519	84	25	making	make	VERB
cana-5519	84	26	support	support	NOUN
cana-5519	84	27	,	,	PUNCT
cana-5519	84	28	and	and	CCONJ
cana-5519	84	29	interoperability	interoperability	NOUN
cana-5519	84	30	of	of	ADP
cana-5519	84	31	systems	system	NOUN
cana-5519	84	32	.	.	PUNCT
cana-5519	85	1	in	in	ADP
cana-5519	85	2	addition	addition	NOUN
cana-5519	85	3	,	,	PUNCT
cana-5519	85	4	while	while	SCONJ
cana-5519	85	5	using	use	VERB
cana-5519	85	6	artificial	artificial	ADJ
cana-5519	85	7	intelligence	intelligence	NOUN
cana-5519	85	8	(	(	PUNCT
cana-5519	85	9	ai	ai	NOUN
cana-5519	85	10	)	)	PUNCT
cana-5519	85	11	in	in	ADP
cana-5519	85	12	remote	remote	ADJ
cana-5519	85	13	patient	patient	ADJ
cana-5519	85	14	monitoring	monitoring	NOUN
cana-5519	85	15	(	(	PUNCT
cana-5519	85	16	rpm	rpm	NOUN
cana-5519	85	17	)	)	PUNCT
cana-5519	85	18	systems	system	NOUN
cana-5519	85	19	is	be	AUX
cana-5519	85	20	promising	promise	VERB
cana-5519	85	21	,	,	PUNCT
cana-5519	85	22	as	as	SCONJ
cana-5519	85	23	stated	state	VERB
cana-5519	85	24	by	by	ADP
cana-5519	85	25	thanveer	thanveer	NOUN
cana-5519	85	26	shaik	shaik	PROPN
cana-5519	85	27	et	et	PROPN
cana-5519	85	28	al	al	PROPN
cana-5519	85	29	.	.	PROPN
cana-5519	86	1	(	(	PUNCT
cana-5519	86	2	2023	2023	NUM
cana-5519	86	3	)	)	PUNCT
cana-5519	86	4	,	,	PUNCT
cana-5519	86	5	further	further	ADJ
cana-5519	86	6	exploration	exploration	NOUN
cana-5519	86	7	is	be	AUX
cana-5519	86	8	needed	need	VERB
cana-5519	86	9	regarding	regard	VERB
cana-5519	86	10	privacy	privacy	NOUN
cana-5519	86	11	,	,	PUNCT
cana-5519	86	12	data	data	NOUN
cana-5519	86	13	-	-	PUNCT
cana-5519	86	14	security	security	NOUN
cana-5519	86	15	,	,	PUNCT
cana-5519	86	16	and	and	CCONJ
cana-5519	86	17	how	how	SCONJ
cana-5519	86	18	to	to	PART
cana-5519	86	19	scale	scale	VERB
cana-5519	86	20	ai	ai	NOUN
cana-5519	86	21	systems	system	NOUN
cana-5519	86	22	.	.	PUNCT
cana-5519	87	1	the	the	DET
cana-5519	87	2	importance	importance	NOUN
cana-5519	87	3	of	of	ADP
cana-5519	87	4	big	big	ADJ
cana-5519	87	5	data	datum	NOUN
cana-5519	87	6	analytics	analytic	NOUN
cana-5519	87	7	was	be	AUX
cana-5519	87	8	presented	present	VERB
cana-5519	87	9	by	by	ADP
cana-5519	87	10	fazlullah	fazlullah	PROPN
cana-5519	87	11	khan	khan	PROPN
cana-5519	87	12	et	et	PROPN
cana-5519	87	13	al	al	PROPN
cana-5519	87	14	.	.	PROPN
cana-5519	88	1	(	(	PUNCT
cana-5519	88	2	2021	2021	NUM
cana-5519	88	3	)	)	PUNCT
cana-5519	88	4	,	,	PUNCT
cana-5519	88	5	while	while	SCONJ
cana-5519	88	6	there	there	PRON
cana-5519	88	7	is	be	VERB
cana-5519	88	8	little	little	ADJ
cana-5519	88	9	focused	focused	ADJ
cana-5519	88	10	research	research	NOUN
cana-5519	88	11	on	on	ADP
cana-5519	88	12	how	how	SCONJ
cana-5519	88	13	machine	machine	NOUN
cana-5519	88	14	learning	learning	NOUN
cana-5519	88	15	techniques	technique	NOUN
cana-5519	88	16	have	have	AUX
cana-5519	88	17	evolved	evolve	VERB
cana-5519	88	18	for	for	ADP
cana-5519	88	19	iot	iot	PROPN
cana-5519	88	20	healthcare	healthcare	PROPN
cana-5519	88	21	applications	application	NOUN
cana-5519	88	22	.	.	PUNCT
cana-5519	89	1	lastly	lastly	ADV
cana-5519	89	2	,	,	PUNCT
cana-5519	89	3	as	as	SCONJ
cana-5519	89	4	highlighted	highlight	VERB
cana-5519	89	5	by	by	ADP
cana-5519	89	6	john	john	PROPN
cana-5519	89	7	owen	owen	PROPN
cana-5519	89	8	et	et	PROPN
cana-5519	89	9	al	al	PROPN
cana-5519	89	10	.	.	PROPN
cana-5519	90	1	(	(	PUNCT
cana-5519	90	2	2024	2024	NUM
cana-5519	90	3	)	)	PUNCT
cana-5519	90	4	,	,	PUNCT
cana-5519	90	5	predictive	predictive	ADJ
cana-5519	90	6	analytics	analytic	NOUN
cana-5519	90	7	in	in	ADP
cana-5519	90	8	smart	smart	ADJ
cana-5519	90	9	healthcare	healthcare	NOUN
cana-5519	90	10	still	still	ADV
cana-5519	90	11	has	have	VERB
cana-5519	90	12	challenges	challenge	NOUN
cana-5519	90	13	in	in	ADP
cana-5519	90	14	terms	term	NOUN
cana-5519	90	15	of	of	ADP
cana-5519	90	16	integrating	integrate	VERB
cana-5519	90	17	technologies	technology	NOUN
cana-5519	90	18	into	into	ADP
cana-5519	90	19	various	various	ADJ
cana-5519	90	20	healthcare	healthcare	NOUN
cana-5519	90	21	contexts	contexts	NOUN
cana-5519	90	22	,	,	PUNCT
cana-5519	90	23	such	such	ADJ
cana-5519	90	24	as	as	ADP
cana-5519	90	25	rural	rural	ADJ
cana-5519	90	26	and	and	CCONJ
cana-5519	90	27	resource	resource	NOUN
cana-5519	90	28	-	-	PUNCT
cana-5519	90	29	poor	poor	ADJ
cana-5519	90	30	healthcare	healthcare	NOUN
cana-5519	90	31	settings	setting	NOUN
cana-5519	90	32	.	.	PUNCT
cana-5519	91	1	closing	close	VERB
cana-5519	91	2	some	some	PRON
cana-5519	91	3	of	of	ADP
cana-5519	91	4	these	these	DET
cana-5519	91	5	gaps	gap	NOUN
cana-5519	91	6	will	will	AUX
cana-5519	91	7	improve	improve	VERB
cana-5519	91	8	the	the	DET
cana-5519	91	9	efficiency	efficiency	NOUN
cana-5519	91	10	,	,	PUNCT
cana-5519	91	11	security	security	NOUN
cana-5519	91	12	,	,	PUNCT
cana-5519	91	13	and	and	CCONJ
cana-5519	91	14	accessibility	accessibility	NOUN
cana-5519	91	15	of	of	ADP
cana-5519	91	16	smart	smart	ADJ
cana-5519	91	17	healthcare	healthcare	NOUN
cana-5519	91	18	solutions	solution	NOUN
cana-5519	92	1	[	[	X
cana-5519	92	2	12	12	NUM
cana-5519	92	3	]	]	PUNCT
cana-5519	92	4	.	.	PUNCT
cana-5519	92	5	iii	iii	X
cana-5519	92	6	.	.	PUNCT
cana-5519	92	7	research	research	NOUN
cana-5519	92	8	methodology	methodology	NOUN
cana-5519	92	9	in	in	ADP
cana-5519	92	10	order	order	NOUN
cana-5519	92	11	to	to	PART
cana-5519	92	12	support	support	VERB
cana-5519	92	13	ongoing	ongoing	ADJ
cana-5519	92	14	patient	patient	ADJ
cana-5519	92	15	monitoring	monitoring	NOUN
cana-5519	92	16	and	and	CCONJ
cana-5519	92	17	proactive	proactive	ADJ
cana-5519	92	18	healthcare	healthcare	PROPN
cana-5519	92	19	management	management	NOUN
cana-5519	92	20	,	,	PUNCT
cana-5519	92	21	the	the	DET
cana-5519	92	22	approach	approach	NOUN
cana-5519	92	23	for	for	ADP
cana-5519	92	24	creating	create	VERB
cana-5519	92	25	a	a	DET
cana-5519	92	26	smart	smart	ADJ
cana-5519	92	27	healthcare	healthcare	NOUN
cana-5519	92	28	monitoring	monitoring	NOUN
cana-5519	92	29	system	system	NOUN
cana-5519	92	30	with	with	ADP
cana-5519	92	31	predictive	predictive	ADJ
cana-5519	92	32	analytics	analytic	NOUN
cana-5519	92	33	for	for	ADP
cana-5519	92	34	enhanced	enhanced	ADJ
cana-5519	92	35	patient	patient	NOUN
cana-5519	92	36	care	care	NOUN
cana-5519	92	37	is	be	AUX
cana-5519	92	38	centred	centre	VERB
cana-5519	92	39	on	on	ADP
cana-5519	92	40	the	the	DET
cana-5519	92	41	integration	integration	NOUN
cana-5519	92	42	of	of	ADP
cana-5519	92	43	cutting	cut	VERB
cana-5519	92	44	-	-	PUNCT
cana-5519	92	45	edge	edge	NOUN
cana-5519	92	46	technologies	technology	NOUN
cana-5519	92	47	,	,	PUNCT
cana-5519	92	48	such	such	ADJ
cana-5519	92	49	as	as	ADP
cana-5519	92	50	the	the	DET
cana-5519	92	51	internet	internet	NOUN
cana-5519	92	52	of	of	ADP
cana-5519	92	53	things	thing	NOUN
cana-5519	92	54	(	(	PUNCT
cana-5519	92	55	iot	iot	NOUN
cana-5519	92	56	)	)	PUNCT
cana-5519	92	57	,	,	PUNCT
cana-5519	92	58	machine	machine	NOUN
cana-5519	92	59	learning	learning	NOUN
cana-5519	92	60	(	(	PUNCT
cana-5519	92	61	ml	ml	NOUN
cana-5519	92	62	)	)	PUNCT
cana-5519	92	63	,	,	PUNCT
cana-5519	92	64	predictive	predictive	ADJ
cana-5519	92	65	analytics	analytic	NOUN
cana-5519	92	66	,	,	PUNCT
cana-5519	92	67	and	and	CCONJ
cana-5519	92	68	wireless	wireless	ADJ
cana-5519	92	69	body	body	NOUN
cana-5519	92	70	area	area	NOUN
cana-5519	92	71	networks	network	NOUN
cana-5519	92	72	(	(	PUNCT
cana-5519	92	73	wban	wban	ADJ
cana-5519	92	74	)	)	PUNCT
cana-5519	92	75	.	.	PUNCT
cana-5519	93	1	design	design	NOUN
cana-5519	93	2	of	of	ADP
cana-5519	93	3	the	the	DET
cana-5519	93	4	system	system	NOUN
cana-5519	93	5	:	:	PUNCT
cana-5519	93	6	iot	iot	ADJ
cana-5519	93	7	-	-	PUNCT
cana-5519	93	8	enabled	enable	VERB
cana-5519	93	9	wearable	wearable	ADJ
cana-5519	93	10	sensors	sensor	NOUN
cana-5519	93	11	are	be	AUX
cana-5519	93	12	part	part	NOUN
cana-5519	93	13	of	of	ADP
cana-5519	93	14	the	the	DET
cana-5519	93	15	proposed	propose	VERB
cana-5519	93	16	system	system	NOUN
cana-5519	93	17	's	's	PART
cana-5519	93	18	design	design	NOUN
cana-5519	93	19	,	,	PUNCT
cana-5519	93	20	which	which	PRON
cana-5519	93	21	allows	allow	VERB
cana-5519	93	22	for	for	ADP
cana-5519	93	23	real	real	ADJ
cana-5519	93	24	-	-	PUNCT
cana-5519	93	25	time	time	NOUN
cana-5519	93	26	monitoring	monitoring	NOUN
cana-5519	93	27	of	of	ADP
cana-5519	93	28	vital	vital	ADJ
cana-5519	93	29	indicators	indicator	NOUN
cana-5519	93	30	including	include	VERB
cana-5519	93	31	blood	blood	NOUN
cana-5519	93	32	pressure	pressure	NOUN
cana-5519	93	33	,	,	PUNCT
cana-5519	93	34	temperature	temperature	NOUN
cana-5519	93	35	,	,	PUNCT
cana-5519	93	36	heart	heart	NOUN
cana-5519	93	37	rate	rate	NOUN
cana-5519	93	38	,	,	PUNCT
cana-5519	93	39	and	and	CCONJ
cana-5519	93	40	oxygen	oxygen	NOUN
cana-5519	93	41	saturation	saturation	NOUN
cana-5519	93	42	.	.	PUNCT
cana-5519	94	1	using	use	VERB
cana-5519	94	2	communication	communication	NOUN
cana-5519	94	3	protocols	protocol	NOUN
cana-5519	94	4	like	like	ADP
cana-5519	94	5	wi	wi	PROPN
cana-5519	94	6	-	-	PUNCT
cana-5519	94	7	fi	fi	NOUN
cana-5519	94	8	or	or	CCONJ
cana-5519	94	9	bluetooth	bluetooth	NOUN
cana-5519	94	10	for	for	ADP
cana-5519	94	11	local	local	ADJ
cana-5519	94	12	connectivity	connectivity	NOUN
cana-5519	94	13	and	and	CCONJ
cana-5519	94	14	lora	lora	PROPN
cana-5519	94	15	(	(	PUNCT
cana-5519	94	16	long	long	ADJ
cana-5519	94	17	range	range	NOUN
cana-5519	94	18	)	)	PUNCT
cana-5519	94	19	for	for	ADP
cana-5519	94	20	reliable	reliable	ADJ
cana-5519	94	21	long	long	ADJ
cana-5519	94	22	-	-	PUNCT
cana-5519	94	23	distance	distance	NOUN
cana-5519	94	24	transmission	transmission	NOUN
cana-5519	94	25	,	,	PUNCT
cana-5519	94	26	these	these	DET
cana-5519	94	27	sensors	sensor	NOUN
cana-5519	94	28	provide	provide	VERB
cana-5519	94	29	data	datum	NOUN
cana-5519	94	30	to	to	ADP
cana-5519	94	31	a	a	DET
cana-5519	94	32	cloud	cloud	ADJ
cana-5519	94	33	platform	platform	NOUN
cana-5519	94	34	.	.	PUNCT
cana-5519	95	1	to	to	PART
cana-5519	95	2	deliver	deliver	VERB
cana-5519	95	3	useful	useful	ADJ
cana-5519	95	4	health	health	NOUN
cana-5519	95	5	insights	insight	NOUN
cana-5519	95	6	,	,	PUNCT
cana-5519	95	7	the	the	DET
cana-5519	95	8	system	system	NOUN
cana-5519	95	9	is	be	AUX
cana-5519	95	10	connected	connect	VERB
cana-5519	95	11	with	with	ADP
cana-5519	95	12	a	a	DET
cana-5519	95	13	clinical	clinical	ADJ
cana-5519	95	14	decision	decision	NOUN
cana-5519	95	15	support	support	NOUN
cana-5519	95	16	system	system	NOUN
cana-5519	95	17	(	(	PUNCT
cana-5519	95	18	cdss	cdss	NOUN
cana-5519	95	19	)	)	PUNCT
cana-5519	95	20	.	.	PUNCT
cana-5519	96	1	data	datum	NOUN
cana-5519	96	2	collection	collection	NOUN
cana-5519	96	3	:	:	PUNCT
cana-5519	96	4	wearable	wearable	ADJ
cana-5519	96	5	technology	technology	NOUN
cana-5519	96	6	is	be	AUX
cana-5519	96	7	used	use	VERB
cana-5519	96	8	to	to	PART
cana-5519	96	9	continually	continually	ADV
cana-5519	96	10	collect	collect	VERB
cana-5519	96	11	patient	patient	ADJ
cana-5519	96	12	data	datum	NOUN
cana-5519	96	13	,	,	PUNCT
cana-5519	96	14	guaranteeing	guarantee	VERB
cana-5519	96	15	that	that	SCONJ
cana-5519	96	16	vital	vital	ADJ
cana-5519	96	17	health	health	NOUN
cana-5519	96	18	indicators	indicator	NOUN
cana-5519	96	19	are	be	AUX
cana-5519	96	20	constantly	constantly	ADV
cana-5519	96	21	tracked	track	VERB
cana-5519	96	22	.	.	PUNCT
cana-5519	97	1	after	after	ADP
cana-5519	97	2	that	that	PRON
cana-5519	97	3	,	,	PUNCT
cana-5519	97	4	data	datum	NOUN
cana-5519	97	5	is	be	AUX
cana-5519	97	6	sent	send	VERB
cana-5519	97	7	to	to	ADP
cana-5519	97	8	local	local	ADJ
cana-5519	97	9	and	and	CCONJ
cana-5519	97	10	cloud	cloud	ADJ
cana-5519	97	11	storage	storage	NOUN
cana-5519	97	12	platforms	platform	NOUN
cana-5519	97	13	.	.	PUNCT
cana-5519	98	1	semantic	semantic	ADJ
cana-5519	98	2	interoperability	interoperability	NOUN
cana-5519	98	3	is	be	AUX
cana-5519	98	4	emphasised	emphasise	VERB
cana-5519	98	5	in	in	ADP
cana-5519	98	6	the	the	DET
cana-5519	98	7	system	system	NOUN
cana-5519	98	8	's	's	PART
cana-5519	98	9	architecture	architecture	NOUN
cana-5519	98	10	to	to	PART
cana-5519	98	11	efficiently	efficiently	ADV
cana-5519	98	12	integrate	integrate	VERB
cana-5519	98	13	data	datum	NOUN
cana-5519	98	14	from	from	ADP
cana-5519	98	15	many	many	ADJ
cana-5519	98	16	sources	source	NOUN
cana-5519	98	17	.	.	PUNCT
cana-5519	99	1	furthermore	furthermore	ADV
cana-5519	99	2	,	,	PUNCT
cana-5519	99	3	strong	strong	ADJ
cana-5519	99	4	security	security	NOUN
cana-5519	99	5	measures	measure	NOUN
cana-5519	99	6	are	be	AUX
cana-5519	99	7	put	put	VERB
cana-5519	99	8	in	in	ADP
cana-5519	99	9	place	place	NOUN
cana-5519	99	10	to	to	PART
cana-5519	99	11	guarantee	guarantee	VERB
cana-5519	99	12	adherence	adherence	NOUN
cana-5519	99	13	to	to	ADP
cana-5519	99	14	healthcare	healthcare	NOUN
cana-5519	99	15	laws	law	NOUN
cana-5519	99	16	,	,	PUNCT
cana-5519	99	17	protecting	protect	VERB
cana-5519	99	18	patient	patient	ADJ
cana-5519	99	19	confidentiality	confidentiality	NOUN
cana-5519	99	20	and	and	CCONJ
cana-5519	99	21	data	datum	NOUN
cana-5519	99	22	integrity	integrity	NOUN
cana-5519	99	23	.	.	PUNCT
cana-5519	100	1	predictive	predictive	ADJ
cana-5519	100	2	analytics	analytics	PROPN
cana-5519	100	3	&	&	CCONJ
cana-5519	100	4	model	model	PROPN
cana-5519	100	5	development	development	PROPN
cana-5519	100	6	:	:	PUNCT
cana-5519	100	7	both	both	DET
cana-5519	100	8	historical	historical	ADJ
cana-5519	100	9	and	and	CCONJ
cana-5519	100	10	real	real	ADJ
cana-5519	100	11	-	-	PUNCT
cana-5519	100	12	time	time	NOUN
cana-5519	100	13	data	datum	NOUN
cana-5519	100	14	are	be	AUX
cana-5519	100	15	analysed	analyse	VERB
cana-5519	100	16	using	use	VERB
cana-5519	100	17	machine	machine	NOUN
cana-5519	100	18	learning	learning	NOUN
cana-5519	100	19	techniques	technique	NOUN
cana-5519	100	20	,	,	PUNCT
cana-5519	100	21	which	which	PRON
cana-5519	100	22	include	include	VERB
cana-5519	100	23	supervised	supervised	ADJ
cana-5519	100	24	learning	learning	NOUN
cana-5519	100	25	(	(	PUNCT
cana-5519	100	26	like	like	ADP
cana-5519	100	27	regression	regression	NOUN
cana-5519	100	28	and	and	CCONJ
cana-5519	100	29	classification	classification	NOUN
cana-5519	100	30	)	)	PUNCT
cana-5519	100	31	communications	communication	NOUN
cana-5519	100	32	on	on	ADP
cana-5519	100	33	applied	apply	VERB
cana-5519	100	34	nonlinear	nonlinear	ADJ
cana-5519	100	35	analysis	analysis	NOUN
cana-5519	100	36	issn	issn	NOUN
cana-5519	100	37	:	:	PUNCT
cana-5519	100	38	1074	1074	NUM
cana-5519	100	39	-	-	PUNCT
cana-5519	100	40	133x	133x	NUM
cana-5519	100	41	vol	vol	NOUN
cana-5519	100	42	32	32	NUM
cana-5519	101	1	no	no	NOUN
cana-5519	101	2	.	.	PUNCT
cana-5519	102	1	3s	3s	NUM
cana-5519	102	2	(	(	PUNCT
cana-5519	102	3	2025	2025	NUM
cana-5519	102	4	)	)	PUNCT
cana-5519	102	5	750	750	NUM
cana-5519	102	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-5519	102	7	and	and	CCONJ
cana-5519	102	8	unsupervised	unsupervised	ADJ
cana-5519	102	9	learning	learning	NOUN
cana-5519	102	10	(	(	PUNCT
cana-5519	102	11	like	like	ADP
cana-5519	102	12	clustering	clustering	NOUN
cana-5519	102	13	)	)	PUNCT
cana-5519	102	14	.	.	PUNCT
cana-5519	103	1	to	to	PART
cana-5519	103	2	anticipate	anticipate	VERB
cana-5519	103	3	possible	possible	ADJ
cana-5519	103	4	health	health	NOUN
cana-5519	103	5	problems	problem	NOUN
cana-5519	103	6	,	,	PUNCT
cana-5519	103	7	identify	identify	VERB
cana-5519	103	8	irregularities	irregularity	NOUN
cana-5519	103	9	,	,	PUNCT
cana-5519	103	10	and	and	CCONJ
cana-5519	103	11	offer	offer	VERB
cana-5519	103	12	early	early	ADJ
cana-5519	103	13	warnings	warning	NOUN
cana-5519	103	14	,	,	PUNCT
cana-5519	103	15	predictive	predictive	ADJ
cana-5519	103	16	models	model	NOUN
cana-5519	103	17	are	be	AUX
cana-5519	103	18	created	create	VERB
cana-5519	103	19	.	.	PUNCT
cana-5519	104	1	individual	individual	ADJ
cana-5519	104	2	patient	patient	ADJ
cana-5519	104	3	health	health	NOUN
cana-5519	104	4	monitoring	monitoring	NOUN
cana-5519	104	5	is	be	AUX
cana-5519	104	6	customised	customise	VERB
cana-5519	104	7	through	through	ADP
cana-5519	104	8	the	the	DET
cana-5519	104	9	use	use	NOUN
cana-5519	104	10	of	of	ADP
cana-5519	104	11	techniques	technique	NOUN
cana-5519	104	12	like	like	ADP
cana-5519	104	13	reinforcement	reinforcement	NOUN
cana-5519	104	14	learning	learning	NOUN
cana-5519	104	15	and	and	CCONJ
cana-5519	104	16	federated	federated	ADJ
cana-5519	104	17	learning	learning	NOUN
cana-5519	104	18	.	.	PUNCT
cana-5519	105	1	metrics	metric	NOUN
cana-5519	105	2	like	like	ADP
cana-5519	105	3	accuracy	accuracy	NOUN
cana-5519	105	4	,	,	PUNCT
cana-5519	105	5	precision	precision	NOUN
cana-5519	105	6	,	,	PUNCT
cana-5519	105	7	and	and	CCONJ
cana-5519	105	8	recall	recall	NOUN
cana-5519	105	9	are	be	AUX
cana-5519	105	10	used	use	VERB
cana-5519	105	11	to	to	PART
cana-5519	105	12	evaluate	evaluate	VERB
cana-5519	105	13	performance	performance	NOUN
cana-5519	105	14	.	.	PUNCT
cana-5519	106	1	system	system	NOUN
cana-5519	106	2	evaluation	evaluation	NOUN
cana-5519	106	3	:	:	PUNCT
cana-5519	106	4	to	to	PART
cana-5519	106	5	assess	assess	VERB
cana-5519	106	6	the	the	DET
cana-5519	106	7	system	system	NOUN
cana-5519	106	8	's	's	PART
cana-5519	106	9	scalability	scalability	NOUN
cana-5519	106	10	,	,	PUNCT
cana-5519	106	11	effectiveness	effectiveness	NOUN
cana-5519	106	12	,	,	PUNCT
cana-5519	106	13	and	and	CCONJ
cana-5519	106	14	influence	influence	NOUN
cana-5519	106	15	on	on	ADP
cana-5519	106	16	healthcare	healthcare	NOUN
cana-5519	106	17	outcomes	outcome	NOUN
cana-5519	106	18	,	,	PUNCT
cana-5519	106	19	it	it	PRON
cana-5519	106	20	is	be	AUX
cana-5519	106	21	evaluated	evaluate	VERB
cana-5519	106	22	in	in	ADP
cana-5519	106	23	both	both	CCONJ
cana-5519	106	24	clinical	clinical	ADJ
cana-5519	106	25	and	and	CCONJ
cana-5519	106	26	non	non	ADJ
cana-5519	106	27	-	-	ADJ
cana-5519	106	28	clinical	clinical	ADJ
cana-5519	106	29	contexts	contexts	NOUN
cana-5519	106	30	,	,	PUNCT
cana-5519	106	31	including	include	VERB
cana-5519	106	32	rural	rural	ADJ
cana-5519	106	33	and	and	CCONJ
cana-5519	106	34	metropolitan	metropolitan	ADJ
cana-5519	106	35	areas	area	NOUN
cana-5519	106	36	.	.	PUNCT
cana-5519	107	1	its	its	PRON
cana-5519	107	2	capacity	capacity	NOUN
cana-5519	107	3	to	to	PART
cana-5519	107	4	lower	lower	VERB
cana-5519	107	5	hospital	hospital	NOUN
cana-5519	107	6	readmissions	readmission	NOUN
cana-5519	107	7	,	,	PUNCT
cana-5519	107	8	improve	improve	VERB
cana-5519	107	9	patient	patient	ADJ
cana-5519	107	10	involvement	involvement	NOUN
cana-5519	107	11	,	,	PUNCT
cana-5519	107	12	and	and	CCONJ
cana-5519	107	13	maximise	maximise	NOUN
cana-5519	107	14	resource	resource	NOUN
cana-5519	107	15	use	use	NOUN
cana-5519	107	16	is	be	AUX
cana-5519	107	17	evaluated	evaluate	VERB
cana-5519	107	18	through	through	ADP
cana-5519	107	19	comparisons	comparison	NOUN
cana-5519	107	20	with	with	ADP
cana-5519	107	21	conventional	conventional	ADJ
cana-5519	107	22	healthcare	healthcare	NOUN
cana-5519	107	23	monitoring	monitor	VERB
cana-5519	107	24	techniques	technique	NOUN
cana-5519	107	25	.	.	PUNCT
cana-5519	108	1	issues	issue	NOUN
cana-5519	108	2	like	like	ADP
cana-5519	108	3	data	datum	NOUN
cana-5519	108	4	interoperability	interoperability	NOUN
cana-5519	108	5	and	and	CCONJ
cana-5519	108	6	ai	ai	PROPN
cana-5519	108	7	model	model	NOUN
cana-5519	108	8	scalability	scalability	NOUN
cana-5519	108	9	are	be	AUX
cana-5519	108	10	also	also	ADV
cana-5519	108	11	covered	cover	VERB
cana-5519	108	12	,	,	PUNCT
cana-5519	108	13	with	with	ADP
cana-5519	108	14	future	future	ADJ
cana-5519	108	15	research	research	NOUN
cana-5519	108	16	attempting	attempt	VERB
cana-5519	108	17	to	to	PART
cana-5519	108	18	resolve	resolve	VERB
cana-5519	108	19	these	these	DET
cana-5519	108	20	problems	problem	NOUN
cana-5519	108	21	and	and	CCONJ
cana-5519	108	22	enhance	enhance	VERB
cana-5519	108	23	system	system	NOUN
cana-5519	108	24	flexibility	flexibility	NOUN
cana-5519	108	25	.	.	PUNCT
cana-5519	109	1	this	this	DET
cana-5519	109	2	all	all	ADV
cana-5519	109	3	-	-	PUNCT
cana-5519	109	4	encompassing	encompass	VERB
cana-5519	109	5	strategy	strategy	NOUN
cana-5519	109	6	guarantees	guarantee	VERB
cana-5519	109	7	that	that	SCONJ
cana-5519	109	8	the	the	DET
cana-5519	109	9	suggested	suggest	VERB
cana-5519	109	10	system	system	NOUN
cana-5519	109	11	may	may	AUX
cana-5519	109	12	greatly	greatly	ADV
cana-5519	109	13	improve	improve	VERB
cana-5519	109	14	healthcare	healthcare	NOUN
cana-5519	109	15	delivery	delivery	NOUN
cana-5519	109	16	by	by	ADP
cana-5519	109	17	increasing	increase	VERB
cana-5519	109	18	clinical	clinical	ADJ
cana-5519	109	19	results	result	NOUN
cana-5519	109	20	,	,	PUNCT
cana-5519	109	21	cutting	cut	VERB
cana-5519	109	22	expenses	expense	NOUN
cana-5519	109	23	,	,	PUNCT
cana-5519	109	24	and	and	CCONJ
cana-5519	109	25	improving	improve	VERB
cana-5519	109	26	patient	patient	ADJ
cana-5519	109	27	monitoring	monitoring	NOUN
cana-5519	109	28	.	.	PUNCT
cana-5519	110	1	iv	iv	X
cana-5519	110	2	.	.	PROPN
cana-5519	110	3	result	result	NOUN
cana-5519	110	4	and	and	CCONJ
cana-5519	110	5	discussion	discussion	NOUN
cana-5519	110	6	this	this	DET
cana-5519	110	7	section	section	NOUN
cana-5519	110	8	represents	represent	VERB
cana-5519	110	9	the	the	DET
cana-5519	110	10	findings	finding	NOUN
cana-5519	110	11	derived	derive	VERB
cana-5519	110	12	from	from	ADP
cana-5519	110	13	the	the	DET
cana-5519	110	14	proposed	propose	VERB
cana-5519	110	15	smart	smart	ADJ
cana-5519	110	16	healthcare	healthcare	NOUN
cana-5519	110	17	monitoring	monitor	VERB
cana-5519	110	18	system	system	NOUN
cana-5519	110	19	with	with	ADP
cana-5519	110	20	predictive	predictive	ADJ
cana-5519	110	21	analytics	analytic	NOUN
cana-5519	110	22	.	.	PUNCT
cana-5519	111	1	this	this	DET
cana-5519	111	2	section	section	NOUN
cana-5519	111	3	critically	critically	ADV
cana-5519	111	4	analyzes	analyze	VERB
cana-5519	111	5	the	the	DET
cana-5519	111	6	outcomes	outcome	NOUN
cana-5519	111	7	,	,	PUNCT
cana-5519	111	8	compares	compare	VERB
cana-5519	111	9	them	they	PRON
cana-5519	111	10	with	with	ADP
cana-5519	111	11	existing	exist	VERB
cana-5519	111	12	solutions	solution	NOUN
cana-5519	111	13	,	,	PUNCT
cana-5519	111	14	and	and	CCONJ
cana-5519	111	15	discusses	discuss	VERB
cana-5519	111	16	the	the	DET
cana-5519	111	17	implications	implication	NOUN
cana-5519	111	18	for	for	ADP
cana-5519	111	19	patient	patient	ADJ
cana-5519	111	20	care	care	NOUN
cana-5519	111	21	and	and	CCONJ
cana-5519	111	22	healthcare	healthcare	NOUN
cana-5519	111	23	system	system	NOUN
cana-5519	111	24	improvements	improvement	NOUN
cana-5519	111	25	.	.	PUNCT
cana-5519	112	1	fig	fig	NOUN
cana-5519	112	2	2	2	NUM
cana-5519	112	3	:	:	PUNCT
cana-5519	112	4	smart	smart	ADJ
cana-5519	112	5	health	health	NOUN
cana-5519	112	6	monitor	monitor	NOUN
cana-5519	112	7	login	login	NOUN
cana-5519	112	8	screen	screen	NOUN
cana-5519	112	9	the	the	DET
cana-5519	112	10	image	image	NOUN
cana-5519	112	11	shows	show	VERB
cana-5519	112	12	the	the	DET
cana-5519	112	13	login	login	NOUN
cana-5519	112	14	screen	screen	NOUN
cana-5519	112	15	of	of	ADP
cana-5519	112	16	the	the	DET
cana-5519	112	17	"	"	PUNCT
cana-5519	112	18	smart	smart	ADJ
cana-5519	112	19	health	health	NOUN
cana-5519	112	20	monitor	monitor	NOUN
cana-5519	112	21	"	"	PUNCT
cana-5519	112	22	system	system	NOUN
cana-5519	112	23	,	,	PUNCT
cana-5519	112	24	designed	design	VERB
cana-5519	112	25	to	to	PART
cana-5519	112	26	offer	offer	VERB
cana-5519	112	27	personalized	personalized	ADJ
cana-5519	112	28	health	health	NOUN
cana-5519	112	29	management	management	NOUN
cana-5519	112	30	.	.	PUNCT
cana-5519	113	1	the	the	DET
cana-5519	113	2	interface	interface	NOUN
cana-5519	113	3	is	be	AUX
cana-5519	113	4	simple	simple	ADJ
cana-5519	113	5	and	and	CCONJ
cana-5519	113	6	user	user	NOUN
cana-5519	113	7	-	-	PUNCT
cana-5519	113	8	friendly	friendly	ADJ
cana-5519	113	9	,	,	PUNCT
cana-5519	113	10	providing	provide	VERB
cana-5519	113	11	two	two	NUM
cana-5519	113	12	main	main	ADJ
cana-5519	113	13	login	login	NOUN
cana-5519	113	14	options	option	NOUN
cana-5519	113	15	:	:	PUNCT
cana-5519	113	16	one	one	NUM
cana-5519	113	17	for	for	ADP
cana-5519	113	18	patients	patient	NOUN
cana-5519	113	19	and	and	CCONJ
cana-5519	113	20	another	another	PRON
cana-5519	113	21	for	for	ADP
cana-5519	113	22	healthcare	healthcare	NOUN
cana-5519	113	23	providers	provider	NOUN
cana-5519	113	24	.	.	PUNCT
cana-5519	114	1	this	this	DET
cana-5519	114	2	structure	structure	NOUN
cana-5519	114	3	allows	allow	VERB
cana-5519	114	4	the	the	DET
cana-5519	114	5	system	system	NOUN
cana-5519	114	6	to	to	PART
cana-5519	114	7	cater	cater	VERB
cana-5519	114	8	to	to	ADP
cana-5519	114	9	both	both	DET
cana-5519	114	10	individuals	individual	NOUN
cana-5519	114	11	seeking	seek	VERB
cana-5519	114	12	health	health	NOUN
cana-5519	114	13	monitoring	monitoring	NOUN
cana-5519	114	14	and	and	CCONJ
cana-5519	114	15	healthcare	healthcare	NOUN
cana-5519	114	16	professionals	professional	NOUN
cana-5519	114	17	managing	manage	VERB
cana-5519	114	18	multiple	multiple	ADJ
cana-5519	114	19	patients	patient	NOUN
cana-5519	114	20	.	.	PUNCT
cana-5519	115	1	users	user	NOUN
cana-5519	115	2	can	can	AUX
cana-5519	115	3	also	also	ADV
cana-5519	115	4	access	access	VERB
cana-5519	115	5	options	option	NOUN
cana-5519	115	6	for	for	ADP
cana-5519	115	7	password	password	NOUN
cana-5519	115	8	recovery	recovery	NOUN
cana-5519	115	9	and	and	CCONJ
cana-5519	115	10	sign	sign	NOUN
cana-5519	115	11	-	-	PUNCT
cana-5519	115	12	up	up	NOUN
cana-5519	115	13	,	,	PUNCT
cana-5519	115	14	making	make	VERB
cana-5519	115	15	the	the	DET
cana-5519	115	16	platform	platform	NOUN
cana-5519	115	17	accessible	accessible	ADJ
cana-5519	115	18	and	and	CCONJ
cana-5519	115	19	easy	easy	ADJ
cana-5519	115	20	to	to	PART
cana-5519	115	21	use	use	VERB
cana-5519	115	22	.	.	PUNCT
cana-5519	116	1	the	the	DET
cana-5519	116	2	background	background	NOUN
cana-5519	116	3	,	,	PUNCT
cana-5519	116	4	featuring	feature	VERB
cana-5519	116	5	a	a	DET
cana-5519	116	6	stethoscope	stethoscope	NOUN
cana-5519	116	7	,	,	PUNCT
cana-5519	116	8	reinforces	reinforce	VERB
cana-5519	116	9	the	the	DET
cana-5519	116	10	medical	medical	ADJ
cana-5519	116	11	nature	nature	NOUN
cana-5519	116	12	of	of	ADP
cana-5519	116	13	the	the	DET
cana-5519	116	14	platform	platform	NOUN
cana-5519	116	15	,	,	PUNCT
cana-5519	116	16	emphasizing	emphasize	VERB
cana-5519	116	17	its	its	PRON
cana-5519	116	18	healthcare	healthcare	NOUN
cana-5519	116	19	focus	focus	NOUN
cana-5519	116	20	.	.	PUNCT
cana-5519	117	1	this	this	DET
cana-5519	117	2	login	login	NOUN
cana-5519	117	3	screen	screen	NOUN
cana-5519	117	4	is	be	AUX
cana-5519	117	5	the	the	DET
cana-5519	117	6	entry	entry	NOUN
cana-5519	117	7	point	point	NOUN
cana-5519	117	8	for	for	SCONJ
cana-5519	117	9	users	user	NOUN
cana-5519	117	10	to	to	PART
cana-5519	117	11	access	access	VERB
cana-5519	117	12	various	various	ADJ
cana-5519	117	13	functionalities	functionality	NOUN
cana-5519	117	14	such	such	ADJ
cana-5519	117	15	as	as	ADP
cana-5519	117	16	health	health	NOUN
cana-5519	117	17	tracking	tracking	NOUN
cana-5519	117	18	,	,	PUNCT
cana-5519	117	19	data	datum	NOUN
cana-5519	117	20	analysis	analysis	NOUN
cana-5519	117	21	,	,	PUNCT
cana-5519	117	22	and	and	CCONJ
cana-5519	117	23	communication	communication	NOUN
cana-5519	117	24	with	with	ADP
cana-5519	117	25	healthcare	healthcare	NOUN
cana-5519	117	26	providers	provider	NOUN
cana-5519	117	27	,	,	PUNCT
cana-5519	117	28	thus	thus	ADV
cana-5519	117	29	enabling	enable	VERB
cana-5519	117	30	eamless	eamless	NOUN
cana-5519	117	31	integration	integration	NOUN
cana-5519	117	32	of	of	ADP
cana-5519	117	33	health	health	NOUN
cana-5519	117	34	management	management	NOUN
cana-5519	117	35	technologies	technology	NOUN
cana-5519	117	36	in	in	ADP
cana-5519	117	37	everyday	everyday	ADJ
cana-5519	117	38	life	life	NOUN
cana-5519	117	39	.	.	PUNCT
cana-5519	118	1	communications	communication	NOUN
cana-5519	118	2	on	on	ADP
cana-5519	118	3	applied	apply	VERB
cana-5519	118	4	nonlinear	nonlinear	ADJ
cana-5519	118	5	analysis	analysis	NOUN
cana-5519	118	6	issn	issn	NOUN
cana-5519	118	7	:	:	PUNCT
cana-5519	118	8	1074	1074	NUM
cana-5519	118	9	-	-	PUNCT
cana-5519	118	10	133x	133x	NUM
cana-5519	118	11	vol	vol	NOUN
cana-5519	118	12	32	32	NUM
cana-5519	118	13	no	no	NOUN
cana-5519	118	14	.	.	PUNCT
cana-5519	119	1	3s	3s	NUM
cana-5519	119	2	(	(	PUNCT
cana-5519	119	3	2025	2025	NUM
cana-5519	119	4	)	)	PUNCT
cana-5519	119	5	751	751	NUM
cana-5519	119	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-5519	119	7	fig	fig	NOUN
cana-5519	119	8	3	3	NUM
cana-5519	119	9	:	:	PUNCT
cana-5519	119	10	smart	smart	ADJ
cana-5519	119	11	health	health	NOUN
cana-5519	119	12	monitor	monitor	NOUN
cana-5519	119	13	dashboard	dashboard	NOUN
cana-5519	119	14	and	and	CCONJ
cana-5519	119	15	health	health	NOUN
cana-5519	119	16	risk	risk	NOUN
cana-5519	119	17	prediction	prediction	NOUN
cana-5519	119	18	the	the	DET
cana-5519	119	19	picture	picture	NOUN
cana-5519	119	20	shows	show	VERB
cana-5519	119	21	the	the	DET
cana-5519	119	22	"	"	PUNCT
cana-5519	119	23	smart	smart	ADJ
cana-5519	119	24	health	health	NOUN
cana-5519	119	25	monitor	monitor	NOUN
cana-5519	119	26	"	"	PUNCT
cana-5519	119	27	system	system	NOUN
cana-5519	119	28	's	's	PART
cana-5519	119	29	dashboard	dashboard	NOUN
cana-5519	119	30	,	,	PUNCT
cana-5519	119	31	which	which	PRON
cana-5519	119	32	provides	provide	VERB
cana-5519	119	33	a	a	DET
cana-5519	119	34	thorough	thorough	ADJ
cana-5519	119	35	summary	summary	NOUN
cana-5519	119	36	of	of	ADP
cana-5519	119	37	a	a	DET
cana-5519	119	38	user	user	NOUN
cana-5519	119	39	's	's	PART
cana-5519	119	40	health	health	NOUN
cana-5519	119	41	.	.	PUNCT
cana-5519	120	1	it	it	PRON
cana-5519	120	2	has	have	VERB
cana-5519	120	3	vital	vital	ADJ
cana-5519	120	4	indicators	indicator	NOUN
cana-5519	120	5	including	include	VERB
cana-5519	120	6	blood	blood	NOUN
cana-5519	120	7	pressure	pressure	NOUN
cana-5519	120	8	,	,	PUNCT
cana-5519	120	9	heart	heart	NOUN
cana-5519	120	10	rate	rate	NOUN
cana-5519	120	11	,	,	PUNCT
cana-5519	120	12	and	and	CCONJ
cana-5519	120	13	oxygen	oxygen	NOUN
cana-5519	120	14	saturation	saturation	NOUN
cana-5519	120	15	that	that	PRON
cana-5519	120	16	are	be	AUX
cana-5519	120	17	shown	show	VERB
cana-5519	120	18	graphically	graphically	ADV
cana-5519	120	19	to	to	PART
cana-5519	120	20	monitor	monitor	VERB
cana-5519	120	21	changes	change	NOUN
cana-5519	120	22	over	over	ADP
cana-5519	120	23	time	time	NOUN
cana-5519	120	24	.	.	PUNCT
cana-5519	121	1	based	base	VERB
cana-5519	121	2	on	on	ADP
cana-5519	121	3	current	current	ADJ
cana-5519	121	4	data	datum	NOUN
cana-5519	121	5	,	,	PUNCT
cana-5519	121	6	the	the	DET
cana-5519	121	7	"	"	PUNCT
cana-5519	121	8	health	health	NOUN
cana-5519	121	9	risk	risk	NOUN
cana-5519	121	10	prediction	prediction	NOUN
cana-5519	121	11	"	"	PUNCT
cana-5519	121	12	section	section	NOUN
cana-5519	121	13	warns	warn	VERB
cana-5519	121	14	the	the	DET
cana-5519	121	15	user	user	NOUN
cana-5519	121	16	of	of	ADP
cana-5519	121	17	possible	possible	ADJ
cana-5519	121	18	hazards	hazard	NOUN
cana-5519	121	19	,	,	PUNCT
cana-5519	121	20	suggesting	suggest	VERB
cana-5519	121	21	a	a	DET
cana-5519	121	22	moderate	moderate	ADJ
cana-5519	121	23	risk	risk	NOUN
cana-5519	121	24	of	of	ADP
cana-5519	121	25	cardiovascular	cardiovascular	ADJ
cana-5519	121	26	problems	problem	NOUN
cana-5519	121	27	and	and	CCONJ
cana-5519	121	28	recommending	recommend	VERB
cana-5519	121	29	a	a	DET
cana-5519	121	30	medical	medical	ADJ
cana-5519	121	31	examination	examination	NOUN
cana-5519	121	32	.	.	PUNCT
cana-5519	122	1	recent	recent	ADJ
cana-5519	122	2	warnings	warning	NOUN
cana-5519	122	3	that	that	PRON
cana-5519	122	4	highlight	highlight	VERB
cana-5519	122	5	issues	issue	NOUN
cana-5519	122	6	including	include	VERB
cana-5519	122	7	elevated	elevated	ADJ
cana-5519	122	8	blood	blood	NOUN
cana-5519	122	9	pressure	pressure	NOUN
cana-5519	122	10	,	,	PUNCT
cana-5519	122	11	irregular	irregular	ADJ
cana-5519	122	12	heartbeats	heartbeat	NOUN
cana-5519	122	13	,	,	PUNCT
cana-5519	122	14	and	and	CCONJ
cana-5519	122	15	dehydration	dehydration	NOUN
cana-5519	122	16	are	be	AUX
cana-5519	122	17	displayed	display	VERB
cana-5519	122	18	beneath	beneath	ADP
cana-5519	122	19	the	the	DET
cana-5519	122	20	health	health	NOUN
cana-5519	122	21	metrics	metric	NOUN
cana-5519	122	22	.	.	PUNCT
cana-5519	123	1	additionally	additionally	ADV
cana-5519	123	2	,	,	PUNCT
cana-5519	123	3	the	the	DET
cana-5519	123	4	system	system	NOUN
cana-5519	123	5	offers	offer	VERB
cana-5519	123	6	tailored	tailor	VERB
cana-5519	123	7	suggestions	suggestion	NOUN
cana-5519	123	8	for	for	ADP
cana-5519	123	9	enhancing	enhance	VERB
cana-5519	123	10	well	well	ADV
cana-5519	123	11	-	-	PUNCT
cana-5519	123	12	being	being	NOUN
cana-5519	123	13	,	,	PUNCT
cana-5519	123	14	like	like	ADP
cana-5519	123	15	cutting	cut	VERB
cana-5519	123	16	back	back	ADP
cana-5519	123	17	on	on	ADP
cana-5519	123	18	salt	salt	NOUN
cana-5519	123	19	consumption	consumption	NOUN
cana-5519	123	20	,	,	PUNCT
cana-5519	123	21	increasing	increase	VERB
cana-5519	123	22	water	water	NOUN
cana-5519	123	23	intake	intake	NOUN
cana-5519	123	24	,	,	PUNCT
cana-5519	123	25	and	and	CCONJ
cana-5519	123	26	keeping	keep	VERB
cana-5519	123	27	an	an	DET
cana-5519	123	28	eye	eye	NOUN
cana-5519	123	29	on	on	ADP
cana-5519	123	30	heart	heart	NOUN
cana-5519	123	31	rate	rate	NOUN
cana-5519	123	32	trends	trend	NOUN
cana-5519	123	33	.	.	PUNCT
cana-5519	124	1	the	the	DET
cana-5519	124	2	system	system	NOUN
cana-5519	124	3	's	's	PART
cana-5519	124	4	integration	integration	NOUN
cana-5519	124	5	of	of	ADP
cana-5519	124	6	predictive	predictive	ADJ
cana-5519	124	7	analytics	analytic	NOUN
cana-5519	124	8	enables	enable	VERB
cana-5519	124	9	users	user	NOUN
cana-5519	124	10	to	to	PART
cana-5519	124	11	take	take	VERB
cana-5519	124	12	proactive	proactive	ADJ
cana-5519	124	13	measures	measure	NOUN
cana-5519	124	14	for	for	ADP
cana-5519	124	15	improved	improved	ADJ
cana-5519	124	16	health	health	NOUN
cana-5519	124	17	and	and	CCONJ
cana-5519	124	18	supports	support	VERB
cana-5519	124	19	physicians	physician	NOUN
cana-5519	124	20	in	in	ADP
cana-5519	124	21	making	make	VERB
cana-5519	124	22	defensible	defensible	ADJ
cana-5519	124	23	judgements	judgement	NOUN
cana-5519	124	24	based	base	VERB
cana-5519	124	25	on	on	ADP
cana-5519	124	26	up	up	ADP
cana-5519	124	27	-	-	PUNCT
cana-5519	124	28	to	to	ADP
cana-5519	124	29	-	-	PUNCT
cana-5519	124	30	date	date	NOUN
cana-5519	124	31	information	information	NOUN
cana-5519	124	32	..	..	PUNCT
cana-5519	124	33	fig	fig	NOUN
cana-5519	125	1	4	4	NUM
cana-5519	125	2	:	:	PUNCT
cana-5519	125	3	smart	smart	ADJ
cana-5519	125	4	health	health	NOUN
cana-5519	125	5	monitor	monitor	NOUN
cana-5519	125	6	predictive	predictive	ADJ
cana-5519	125	7	alerts	alert	NOUN
cana-5519	125	8	and	and	CCONJ
cana-5519	125	9	recommendations	recommendation	NOUN
cana-5519	125	10	communications	communication	NOUN
cana-5519	125	11	on	on	ADP
cana-5519	125	12	applied	apply	VERB
cana-5519	125	13	nonlinear	nonlinear	ADJ
cana-5519	125	14	analysis	analysis	NOUN
cana-5519	125	15	issn	issn	NOUN
cana-5519	125	16	:	:	PUNCT
cana-5519	125	17	1074	1074	NUM
cana-5519	125	18	-	-	PUNCT
cana-5519	125	19	133x	133x	NUM
cana-5519	125	20	vol	vol	NOUN
cana-5519	125	21	32	32	NUM
cana-5519	125	22	no	no	NOUN
cana-5519	125	23	.	.	PUNCT
cana-5519	126	1	3s	3s	NUM
cana-5519	126	2	(	(	PUNCT
cana-5519	126	3	2025	2025	NUM
cana-5519	126	4	)	)	PUNCT
cana-5519	126	5	752	752	NUM
cana-5519	126	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-5519	126	7	the	the	DET
cana-5519	126	8	"	"	PUNCT
cana-5519	126	9	smart	smart	ADJ
cana-5519	126	10	health	health	NOUN
cana-5519	126	11	monitor	monitor	NOUN
cana-5519	126	12	"	"	PUNCT
cana-5519	126	13	system	system	NOUN
cana-5519	126	14	's	's	PART
cana-5519	126	15	"	"	PUNCT
cana-5519	126	16	predictive	predictive	ADJ
cana-5519	126	17	alerts	alert	NOUN
cana-5519	126	18	"	"	PUNCT
cana-5519	126	19	part	part	NOUN
cana-5519	126	20	is	be	AUX
cana-5519	126	21	seen	see	VERB
cana-5519	126	22	in	in	ADP
cana-5519	126	23	the	the	DET
cana-5519	126	24	picture	picture	NOUN
cana-5519	126	25	.	.	PUNCT
cana-5519	127	1	users	user	NOUN
cana-5519	127	2	are	be	AUX
cana-5519	127	3	empowered	empower	VERB
cana-5519	127	4	to	to	PART
cana-5519	127	5	take	take	VERB
cana-5519	127	6	prompt	prompt	ADJ
cana-5519	127	7	action	action	NOUN
cana-5519	127	8	by	by	ADP
cana-5519	127	9	this	this	DET
cana-5519	127	10	section	section	NOUN
cana-5519	127	11	's	's	PART
cana-5519	127	12	real	real	ADJ
cana-5519	127	13	-	-	PUNCT
cana-5519	127	14	time	time	NOUN
cana-5519	127	15	notifications	notification	NOUN
cana-5519	127	16	on	on	ADP
cana-5519	127	17	problematic	problematic	ADJ
cana-5519	127	18	health	health	NOUN
cana-5519	127	19	data	datum	NOUN
cana-5519	127	20	.	.	PUNCT
cana-5519	128	1	three	three	NUM
cana-5519	128	2	alarms	alarm	NOUN
cana-5519	128	3	are	be	AUX
cana-5519	128	4	highlighted	highlight	VERB
cana-5519	128	5	by	by	ADP
cana-5519	128	6	the	the	DET
cana-5519	128	7	system	system	NOUN
cana-5519	128	8	:	:	PUNCT
cana-5519	128	9	low	low	ADJ
cana-5519	128	10	hydration	hydration	NOUN
cana-5519	128	11	level	level	NOUN
cana-5519	128	12	,	,	PUNCT
cana-5519	128	13	irregular	irregular	ADJ
cana-5519	128	14	heart	heart	NOUN
cana-5519	128	15	rate	rate	NOUN
cana-5519	128	16	pattern	pattern	NOUN
cana-5519	128	17	,	,	PUNCT
cana-5519	128	18	and	and	CCONJ
cana-5519	128	19	high	high	ADJ
cana-5519	128	20	blood	blood	NOUN
cana-5519	128	21	pressure	pressure	NOUN
cana-5519	128	22	alert	alert	NOUN
cana-5519	128	23	.	.	PUNCT
cana-5519	129	1	every	every	DET
cana-5519	129	2	warning	warning	NOUN
cana-5519	129	3	provides	provide	VERB
cana-5519	129	4	information	information	NOUN
cana-5519	129	5	about	about	ADP
cana-5519	129	6	the	the	DET
cana-5519	129	7	health	health	NOUN
cana-5519	129	8	issue	issue	NOUN
cana-5519	129	9	's	's	PART
cana-5519	129	10	present	present	ADJ
cana-5519	129	11	state	state	NOUN
cana-5519	129	12	,	,	PUNCT
cana-5519	129	13	suggested	suggest	VERB
cana-5519	129	14	courses	course	NOUN
cana-5519	129	15	of	of	ADP
cana-5519	129	16	action	action	NOUN
cana-5519	129	17	,	,	PUNCT
cana-5519	129	18	and	and	CCONJ
cana-5519	129	19	ways	way	NOUN
cana-5519	129	20	to	to	PART
cana-5519	129	21	make	make	VERB
cana-5519	129	22	an	an	DET
cana-5519	129	23	appointment	appointment	NOUN
cana-5519	129	24	with	with	ADP
cana-5519	129	25	a	a	DET
cana-5519	129	26	medical	medical	ADJ
cana-5519	129	27	professional	professional	NOUN
cana-5519	129	28	.	.	PUNCT
cana-5519	130	1	for	for	ADP
cana-5519	130	2	example	example	NOUN
cana-5519	130	3	,	,	PUNCT
cana-5519	130	4	users	user	NOUN
cana-5519	130	5	are	be	AUX
cana-5519	130	6	recommended	recommend	VERB
cana-5519	130	7	to	to	PART
cana-5519	130	8	keep	keep	VERB
cana-5519	130	9	hydrated	hydrated	ADJ
cana-5519	130	10	and	and	CCONJ
cana-5519	130	11	continue	continue	VERB
cana-5519	130	12	to	to	PART
cana-5519	130	13	check	check	VERB
cana-5519	130	14	their	their	PRON
cana-5519	130	15	blood	blood	NOUN
cana-5519	130	16	pressure	pressure	NOUN
cana-5519	130	17	in	in	ADP
cana-5519	130	18	reaction	reaction	NOUN
cana-5519	130	19	to	to	ADP
cana-5519	130	20	high	high	ADJ
cana-5519	130	21	blood	blood	NOUN
cana-5519	130	22	pressure	pressure	NOUN
cana-5519	130	23	.	.	PUNCT
cana-5519	131	1	likewise	likewise	ADV
cana-5519	131	2	,	,	PUNCT
cana-5519	131	3	consumers	consumer	NOUN
cana-5519	131	4	are	be	AUX
cana-5519	131	5	advised	advise	VERB
cana-5519	131	6	to	to	PART
cana-5519	131	7	speak	speak	VERB
cana-5519	131	8	with	with	ADP
cana-5519	131	9	a	a	DET
cana-5519	131	10	healthcare	healthcare	NOUN
cana-5519	131	11	professional	professional	NOUN
cana-5519	131	12	if	if	SCONJ
cana-5519	131	13	their	their	PRON
cana-5519	131	14	heart	heart	NOUN
cana-5519	131	15	rate	rate	NOUN
cana-5519	131	16	is	be	AUX
cana-5519	131	17	erratic	erratic	ADJ
cana-5519	131	18	,	,	PUNCT
cana-5519	131	19	as	as	SCONJ
cana-5519	131	20	this	this	PRON
cana-5519	131	21	is	be	AUX
cana-5519	131	22	associated	associate	VERB
cana-5519	131	23	with	with	ADP
cana-5519	131	24	possible	possible	ADJ
cana-5519	131	25	arrhythmias	arrhythmia	NOUN
cana-5519	131	26	.	.	PUNCT
cana-5519	132	1	by	by	ADP
cana-5519	132	2	identifying	identify	VERB
cana-5519	132	3	and	and	CCONJ
cana-5519	132	4	offering	offer	VERB
cana-5519	132	5	advice	advice	NOUN
cana-5519	132	6	on	on	ADP
cana-5519	132	7	critical	critical	ADJ
cana-5519	132	8	medical	medical	ADJ
cana-5519	132	9	concerns	concern	NOUN
cana-5519	132	10	,	,	PUNCT
cana-5519	132	11	the	the	DET
cana-5519	132	12	system	system	NOUN
cana-5519	132	13	provides	provide	VERB
cana-5519	132	14	a	a	DET
cana-5519	132	15	thorough	thorough	ADJ
cana-5519	132	16	approach	approach	NOUN
cana-5519	132	17	to	to	ADP
cana-5519	132	18	proactive	proactive	ADJ
cana-5519	132	19	health	health	NOUN
cana-5519	132	20	management	management	NOUN
cana-5519	132	21	.	.	PUNCT
cana-5519	133	1	fig	fig	NOUN
cana-5519	133	2	5	5	NUM
cana-5519	133	3	:	:	PUNCT
cana-5519	133	4	smart	smart	ADJ
cana-5519	133	5	health	health	NOUN
cana-5519	133	6	monitor	monitor	NOUN
cana-5519	133	7	:	:	PUNCT
cana-5519	133	8	predictive	predictive	ADJ
cana-5519	133	9	alerts	alert	NOUN
cana-5519	133	10	and	and	CCONJ
cana-5519	133	11	user	user	NOUN
cana-5519	133	12	recommendations	recommendation	NOUN
cana-5519	133	13	the	the	DET
cana-5519	133	14	picture	picture	NOUN
cana-5519	133	15	displays	display	VERB
cana-5519	133	16	the	the	DET
cana-5519	133	17	"	"	PUNCT
cana-5519	133	18	smart	smart	ADJ
cana-5519	133	19	health	health	NOUN
cana-5519	133	20	monitor	monitor	NOUN
cana-5519	133	21	"	"	PUNCT
cana-5519	133	22	system	system	NOUN
cana-5519	133	23	's	's	PART
cana-5519	133	24	predictive	predictive	ADJ
cana-5519	133	25	alerts	alert	NOUN
cana-5519	133	26	section	section	NOUN
cana-5519	133	27	,	,	PUNCT
cana-5519	133	28	which	which	PRON
cana-5519	133	29	focusses	focusse	VERB
cana-5519	133	30	on	on	ADP
cana-5519	133	31	three	three	NUM
cana-5519	133	32	major	major	ADJ
cana-5519	133	33	health	health	NOUN
cana-5519	133	34	issues	issue	NOUN
cana-5519	133	35	:	:	PUNCT
cana-5519	133	36	low	low	ADJ
cana-5519	133	37	hydration	hydration	NOUN
cana-5519	133	38	,	,	PUNCT
cana-5519	133	39	irregular	irregular	ADJ
cana-5519	133	40	heart	heart	NOUN
cana-5519	133	41	rate	rate	NOUN
cana-5519	133	42	,	,	PUNCT
cana-5519	133	43	and	and	CCONJ
cana-5519	133	44	high	high	ADJ
cana-5519	133	45	blood	blood	NOUN
cana-5519	133	46	pressure	pressure	NOUN
cana-5519	133	47	.	.	PUNCT
cana-5519	134	1	with	with	ADP
cana-5519	134	2	every	every	DET
cana-5519	134	3	alert	alert	NOUN
cana-5519	134	4	,	,	PUNCT
cana-5519	134	5	the	the	DET
cana-5519	134	6	user	user	NOUN
cana-5519	134	7	receives	receive	VERB
cana-5519	134	8	personalised	personalised	ADJ
cana-5519	134	9	suggestions	suggestion	NOUN
cana-5519	134	10	.	.	PUNCT
cana-5519	135	1	it	it	PRON
cana-5519	135	2	recommends	recommend	VERB
cana-5519	135	3	getting	get	VERB
cana-5519	135	4	fresh	fresh	ADJ
cana-5519	135	5	readings	reading	NOUN
cana-5519	135	6	and	and	CCONJ
cana-5519	135	7	drinking	drink	VERB
cana-5519	135	8	plenty	plenty	NOUN
cana-5519	135	9	of	of	ADP
cana-5519	135	10	water	water	NOUN
cana-5519	135	11	if	if	SCONJ
cana-5519	135	12	you	you	PRON
cana-5519	135	13	have	have	VERB
cana-5519	135	14	high	high	ADJ
cana-5519	135	15	blood	blood	NOUN
cana-5519	135	16	pressure	pressure	NOUN
cana-5519	135	17	.	.	PUNCT
cana-5519	136	1	the	the	DET
cana-5519	136	2	irregular	irregular	ADJ
cana-5519	136	3	heart	heart	NOUN
cana-5519	136	4	rate	rate	NOUN
cana-5519	136	5	signal	signal	NOUN
cana-5519	136	6	suggests	suggest	VERB
cana-5519	136	7	getting	get	VERB
cana-5519	136	8	medical	medical	ADJ
cana-5519	136	9	help	help	NOUN
cana-5519	136	10	and	and	CCONJ
cana-5519	136	11	keeping	keep	VERB
cana-5519	136	12	an	an	DET
cana-5519	136	13	eye	eye	NOUN
cana-5519	136	14	on	on	ADP
cana-5519	136	15	the	the	DET
cana-5519	136	16	heart	heart	NOUN
cana-5519	136	17	rate	rate	NOUN
cana-5519	136	18	for	for	ADP
cana-5519	136	19	the	the	DET
cana-5519	136	20	following	following	ADJ
cana-5519	136	21	hour	hour	NOUN
cana-5519	136	22	.	.	PUNCT
cana-5519	137	1	in	in	ADP
cana-5519	137	2	order	order	NOUN
cana-5519	137	3	to	to	PART
cana-5519	137	4	assist	assist	VERB
cana-5519	137	5	the	the	DET
cana-5519	137	6	user	user	NOUN
cana-5519	137	7	maintain	maintain	VERB
cana-5519	137	8	their	their	PRON
cana-5519	137	9	water	water	NOUN
cana-5519	137	10	consumption	consumption	NOUN
cana-5519	137	11	,	,	PUNCT
cana-5519	137	12	the	the	DET
cana-5519	137	13	low	low	ADJ
cana-5519	137	14	hydration	hydration	NOUN
cana-5519	137	15	indicator	indicator	NOUN
cana-5519	137	16	has	have	VERB
cana-5519	137	17	a	a	DET
cana-5519	137	18	reminder	reminder	NOUN
cana-5519	137	19	option	option	NOUN
cana-5519	137	20	and	and	CCONJ
cana-5519	137	21	highlights	highlight	NOUN
cana-5519	137	22	the	the	DET
cana-5519	137	23	significance	significance	NOUN
cana-5519	137	24	of	of	ADP
cana-5519	137	25	quick	quick	ADJ
cana-5519	137	26	hydration	hydration	NOUN
cana-5519	137	27	.	.	PUNCT
cana-5519	138	1	the	the	DET
cana-5519	138	2	technology	technology	NOUN
cana-5519	138	3	is	be	AUX
cana-5519	138	4	intended	intend	VERB
cana-5519	138	5	to	to	PART
cana-5519	138	6	promote	promote	VERB
cana-5519	138	7	proactive	proactive	ADJ
cana-5519	138	8	health	health	NOUN
cana-5519	138	9	management	management	NOUN
cana-5519	138	10	and	and	CCONJ
cana-5519	138	11	offer	offer	VERB
cana-5519	138	12	real	real	ADJ
cana-5519	138	13	-	-	PUNCT
cana-5519	138	14	time	time	NOUN
cana-5519	138	15	insights	insight	NOUN
cana-5519	138	16	.	.	PUNCT
cana-5519	139	1	the	the	DET
cana-5519	139	2	system	system	NOUN
cana-5519	139	3	assists	assist	VERB
cana-5519	139	4	in	in	ADP
cana-5519	139	5	preventing	prevent	VERB
cana-5519	139	6	major	major	ADJ
cana-5519	139	7	health	health	NOUN
cana-5519	139	8	crises	crisis	NOUN
cana-5519	139	9	and	and	CCONJ
cana-5519	139	10	fosters	foster	VERB
cana-5519	139	11	general	general	ADJ
cana-5519	139	12	wellbeing	wellbee	VERB
cana-5519	139	13	by	by	ADP
cana-5519	139	14	identifying	identify	VERB
cana-5519	139	15	possible	possible	ADJ
cana-5519	139	16	problems	problem	NOUN
cana-5519	139	17	and	and	CCONJ
cana-5519	139	18	directing	direct	VERB
cana-5519	139	19	users	user	NOUN
cana-5519	139	20	towards	towards	ADP
cana-5519	139	21	healthier	healthy	ADJ
cana-5519	139	22	behaviours	behaviour	NOUN
cana-5519	139	23	.	.	PUNCT
cana-5519	140	1	communications	communication	NOUN
cana-5519	140	2	on	on	ADP
cana-5519	140	3	applied	apply	VERB
cana-5519	140	4	nonlinear	nonlinear	ADJ
cana-5519	140	5	analysis	analysis	NOUN
cana-5519	140	6	issn	issn	NOUN
cana-5519	140	7	:	:	PUNCT
cana-5519	140	8	1074	1074	NUM
cana-5519	140	9	-	-	PUNCT
cana-5519	140	10	133x	133x	NUM
cana-5519	140	11	vol	vol	NOUN
cana-5519	140	12	32	32	NUM
cana-5519	140	13	no	no	NOUN
cana-5519	140	14	.	.	PUNCT
cana-5519	141	1	3s	3s	NUM
cana-5519	141	2	(	(	PUNCT
cana-5519	141	3	2025	2025	NUM
cana-5519	141	4	)	)	PUNCT
cana-5519	141	5	753	753	NUM
cana-5519	141	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-5519	141	7	fig	fig	NOUN
cana-5519	141	8	6	6	NUM
cana-5519	141	9	:	:	PUNCT
cana-5519	141	10	smart	smart	ADJ
cana-5519	141	11	health	health	NOUN
cana-5519	141	12	monitor	monitor	NOUN
cana-5519	141	13	:	:	PUNCT
cana-5519	141	14	personalized	personalized	ADJ
cana-5519	141	15	recommendations	recommendation	NOUN
cana-5519	141	16	and	and	CCONJ
cana-5519	141	17	health	health	NOUN
cana-5519	141	18	goals	goal	NOUN
cana-5519	141	19	tracker	tracker	VERB
cana-5519	141	20	the	the	DET
cana-5519	141	21	"	"	PUNCT
cana-5519	141	22	smart	smart	ADJ
cana-5519	141	23	health	health	NOUN
cana-5519	141	24	monitor	monitor	NOUN
cana-5519	141	25	"	"	PUNCT
cana-5519	141	26	system	system	NOUN
cana-5519	141	27	's	's	PART
cana-5519	141	28	personalised	personalised	ADJ
cana-5519	141	29	recommendations	recommendation	NOUN
cana-5519	141	30	and	and	CCONJ
cana-5519	141	31	health	health	NOUN
cana-5519	141	32	goals	goal	NOUN
cana-5519	141	33	area	area	NOUN
cana-5519	141	34	is	be	AUX
cana-5519	141	35	seen	see	VERB
cana-5519	141	36	in	in	ADP
cana-5519	141	37	the	the	DET
cana-5519	141	38	picture	picture	NOUN
cana-5519	141	39	.	.	PUNCT
cana-5519	142	1	it	it	PRON
cana-5519	142	2	offers	offer	VERB
cana-5519	142	3	personalised	personalised	ADJ
cana-5519	142	4	health	health	NOUN
cana-5519	142	5	guidance	guidance	NOUN
cana-5519	142	6	with	with	ADP
cana-5519	142	7	an	an	DET
cana-5519	142	8	emphasis	emphasis	NOUN
cana-5519	142	9	on	on	ADP
cana-5519	142	10	topics	topic	NOUN
cana-5519	142	11	like	like	ADP
cana-5519	142	12	hydration	hydration	NOUN
cana-5519	142	13	and	and	CCONJ
cana-5519	142	14	cardiovascular	cardiovascular	ADJ
cana-5519	142	15	health	health	NOUN
cana-5519	142	16	.	.	PUNCT
cana-5519	143	1	reducing	reduce	VERB
cana-5519	143	2	salt	salt	NOUN
cana-5519	143	3	intake	intake	NOUN
cana-5519	143	4	,	,	PUNCT
cana-5519	143	5	beginning	begin	VERB
cana-5519	143	6	a	a	DET
cana-5519	143	7	walking	walk	VERB
cana-5519	143	8	regimen	regiman	NOUN
cana-5519	143	9	,	,	PUNCT
cana-5519	143	10	and	and	CCONJ
cana-5519	143	11	drinking	drink	VERB
cana-5519	143	12	more	more	ADJ
cana-5519	143	13	water	water	NOUN
cana-5519	143	14	are	be	AUX
cana-5519	143	15	among	among	ADP
cana-5519	143	16	the	the	DET
cana-5519	143	17	suggestions	suggestion	NOUN
cana-5519	143	18	.	.	PUNCT
cana-5519	144	1	a	a	DET
cana-5519	144	2	mediterranean	mediterranean	PROPN
cana-5519	144	3	diet	diet	NOUN
cana-5519	144	4	is	be	AUX
cana-5519	144	5	also	also	ADV
cana-5519	144	6	recommended	recommend	VERB
cana-5519	144	7	by	by	ADP
cana-5519	144	8	the	the	DET
cana-5519	144	9	system	system	NOUN
cana-5519	144	10	to	to	PART
cana-5519	144	11	enhance	enhance	VERB
cana-5519	144	12	heart	heart	NOUN
cana-5519	144	13	health	health	NOUN
cana-5519	144	14	.	.	PUNCT
cana-5519	145	1	users	user	NOUN
cana-5519	145	2	may	may	AUX
cana-5519	145	3	also	also	ADV
cana-5519	145	4	monitor	monitor	VERB
cana-5519	145	5	their	their	PRON
cana-5519	145	6	health	health	NOUN
cana-5519	145	7	goals	goal	NOUN
cana-5519	145	8	,	,	PUNCT
cana-5519	145	9	which	which	PRON
cana-5519	145	10	include	include	VERB
cana-5519	145	11	controlling	control	VERB
cana-5519	145	12	resting	rest	VERB
cana-5519	145	13	heart	heart	NOUN
cana-5519	145	14	rate	rate	NOUN
cana-5519	145	15	,	,	PUNCT
cana-5519	145	16	boosting	boost	VERB
cana-5519	145	17	daily	daily	ADJ
cana-5519	145	18	step	step	NOUN
cana-5519	145	19	count	count	NOUN
cana-5519	145	20	,	,	PUNCT
cana-5519	145	21	and	and	CCONJ
cana-5519	145	22	reducing	reduce	VERB
cana-5519	145	23	blood	blood	NOUN
cana-5519	145	24	pressure	pressure	NOUN
cana-5519	145	25	.	.	PUNCT
cana-5519	146	1	users	user	NOUN
cana-5519	146	2	may	may	AUX
cana-5519	146	3	alter	alter	VERB
cana-5519	146	4	their	their	PRON
cana-5519	146	5	objectives	objective	NOUN
cana-5519	146	6	using	use	VERB
cana-5519	146	7	the	the	DET
cana-5519	146	8	ui	ui	PROPN
cana-5519	146	9	,	,	PUNCT
cana-5519	146	10	which	which	PRON
cana-5519	146	11	makes	make	VERB
cana-5519	146	12	it	it	PRON
cana-5519	146	13	simpler	simple	ADJ
cana-5519	146	14	to	to	PART
cana-5519	146	15	track	track	VERB
cana-5519	146	16	their	their	PRON
cana-5519	146	17	health	health	NOUN
cana-5519	146	18	progress	progress	NOUN
cana-5519	146	19	and	and	CCONJ
cana-5519	146	20	modify	modify	VERB
cana-5519	146	21	their	their	PRON
cana-5519	146	22	lifestyle	lifestyle	NOUN
cana-5519	146	23	as	as	ADP
cana-5519	146	24	necessary	necessary	ADJ
cana-5519	146	25	.	.	PUNCT
cana-5519	147	1	users	user	NOUN
cana-5519	147	2	may	may	AUX
cana-5519	147	3	take	take	VERB
cana-5519	147	4	charge	charge	NOUN
cana-5519	147	5	of	of	ADP
cana-5519	147	6	their	their	PRON
cana-5519	147	7	health	health	NOUN
cana-5519	147	8	and	and	CCONJ
cana-5519	147	9	make	make	VERB
cana-5519	147	10	wise	wise	ADJ
cana-5519	147	11	decisions	decision	NOUN
cana-5519	147	12	with	with	ADP
cana-5519	147	13	the	the	DET
cana-5519	147	14	aid	aid	NOUN
cana-5519	147	15	of	of	ADP
cana-5519	147	16	this	this	DET
cana-5519	147	17	system	system	NOUN
cana-5519	147	18	's	's	PART
cana-5519	147	19	actionable	actionable	ADJ
cana-5519	147	20	information	information	NOUN
cana-5519	147	21	.	.	PUNCT
cana-5519	148	1	fig	fig	NOUN
cana-5519	148	2	7	7	NUM
cana-5519	148	3	:	:	PUNCT
cana-5519	148	4	smart	smart	ADJ
cana-5519	148	5	health	health	NOUN
cana-5519	148	6	monitor	monitor	NOUN
cana-5519	148	7	:	:	PUNCT
cana-5519	148	8	account	account	NOUN
cana-5519	148	9	settings	setting	NOUN
cana-5519	148	10	and	and	CCONJ
cana-5519	148	11	profile	profile	VERB
cana-5519	148	12	management	management	NOUN
cana-5519	148	13	communications	communication	NOUN
cana-5519	148	14	on	on	ADP
cana-5519	148	15	applied	apply	VERB
cana-5519	148	16	nonlinear	nonlinear	ADJ
cana-5519	148	17	analysis	analysis	NOUN
cana-5519	148	18	issn	issn	NOUN
cana-5519	148	19	:	:	PUNCT
cana-5519	148	20	1074	1074	NUM
cana-5519	148	21	-	-	PUNCT
cana-5519	148	22	133x	133x	NUM
cana-5519	148	23	vol	vol	NOUN
cana-5519	148	24	32	32	NUM
cana-5519	149	1	no	no	NOUN
cana-5519	149	2	.	.	PUNCT
cana-5519	150	1	3s	3s	NUM
cana-5519	150	2	(	(	PUNCT
cana-5519	150	3	2025	2025	NUM
cana-5519	150	4	)	)	PUNCT
cana-5519	150	5	754	754	NUM
cana-5519	150	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-5519	150	7	the	the	DET
cana-5519	150	8	picture	picture	NOUN
cana-5519	150	9	shows	show	VERB
cana-5519	150	10	the	the	DET
cana-5519	150	11	"	"	PUNCT
cana-5519	150	12	smart	smart	ADJ
cana-5519	150	13	health	health	NOUN
cana-5519	150	14	monitor	monitor	NOUN
cana-5519	150	15	"	"	PUNCT
cana-5519	150	16	system	system	NOUN
cana-5519	150	17	's	's	PART
cana-5519	150	18	account	account	NOUN
cana-5519	150	19	settings	setting	NOUN
cana-5519	150	20	area	area	NOUN
cana-5519	150	21	,	,	PUNCT
cana-5519	150	22	where	where	SCONJ
cana-5519	150	23	users	user	NOUN
cana-5519	150	24	may	may	AUX
cana-5519	150	25	edit	edit	VERB
cana-5519	150	26	and	and	CCONJ
cana-5519	150	27	manage	manage	VERB
cana-5519	150	28	their	their	PRON
cana-5519	150	29	personal	personal	ADJ
cana-5519	150	30	profiles	profile	NOUN
cana-5519	150	31	and	and	CCONJ
cana-5519	150	32	health	health	NOUN
cana-5519	150	33	information	information	NOUN
cana-5519	150	34	.	.	PUNCT
cana-5519	151	1	the	the	DET
cana-5519	151	2	user	user	NOUN
cana-5519	151	3	's	's	PART
cana-5519	151	4	name	name	NOUN
cana-5519	151	5	,	,	PUNCT
cana-5519	151	6	email	email	NOUN
cana-5519	151	7	address	address	NOUN
cana-5519	151	8	,	,	PUNCT
cana-5519	151	9	and	and	CCONJ
cana-5519	151	10	phone	phone	NOUN
cana-5519	151	11	number	number	NOUN
cana-5519	151	12	are	be	AUX
cana-5519	151	13	among	among	ADP
cana-5519	151	14	the	the	DET
cana-5519	151	15	essential	essential	ADJ
cana-5519	151	16	information	information	NOUN
cana-5519	151	17	elements	element	NOUN
cana-5519	151	18	in	in	ADP
cana-5519	151	19	this	this	DET
cana-5519	151	20	area	area	NOUN
cana-5519	151	21	.	.	PUNCT
cana-5519	152	1	it	it	PRON
cana-5519	152	2	also	also	ADV
cana-5519	152	3	offers	offer	VERB
cana-5519	152	4	choices	choice	NOUN
cana-5519	152	5	for	for	ADP
cana-5519	152	6	entering	enter	VERB
cana-5519	152	7	medical	medical	ADJ
cana-5519	152	8	information	information	NOUN
cana-5519	152	9	,	,	PUNCT
cana-5519	152	10	such	such	ADJ
cana-5519	152	11	as	as	ADP
cana-5519	152	12	blood	blood	NOUN
cana-5519	152	13	type	type	NOUN
cana-5519	152	14	,	,	PUNCT
cana-5519	152	15	height	height	NOUN
cana-5519	152	16	,	,	PUNCT
cana-5519	152	17	weight	weight	NOUN
cana-5519	152	18	,	,	PUNCT
cana-5519	152	19	and	and	CCONJ
cana-5519	152	20	date	date	NOUN
cana-5519	152	21	of	of	ADP
cana-5519	152	22	birth	birth	NOUN
cana-5519	152	23	.	.	PUNCT
cana-5519	153	1	the	the	DET
cana-5519	153	2	emergency	emergency	NOUN
cana-5519	153	3	contact	contact	NOUN
cana-5519	153	4	information	information	NOUN
cana-5519	153	5	is	be	AUX
cana-5519	153	6	an	an	DET
cana-5519	153	7	essential	essential	ADJ
cana-5519	153	8	component	component	NOUN
cana-5519	153	9	of	of	ADP
cana-5519	153	10	this	this	DET
cana-5519	153	11	area	area	NOUN
cana-5519	153	12	.	.	PUNCT
cana-5519	154	1	it	it	PRON
cana-5519	154	2	allows	allow	VERB
cana-5519	154	3	users	user	NOUN
cana-5519	154	4	to	to	PART
cana-5519	154	5	add	add	VERB
cana-5519	154	6	significant	significant	ADJ
cana-5519	154	7	contacts	contact	NOUN
cana-5519	154	8	,	,	PUNCT
cana-5519	154	9	such	such	DET
cana-5519	154	10	a	a	DET
cana-5519	154	11	spouse	spouse	NOUN
cana-5519	154	12	or	or	CCONJ
cana-5519	154	13	family	family	NOUN
cana-5519	154	14	member	member	NOUN
cana-5519	154	15	,	,	PUNCT
cana-5519	154	16	along	along	ADP
cana-5519	154	17	with	with	ADP
cana-5519	154	18	their	their	PRON
cana-5519	154	19	relationship	relationship	NOUN
cana-5519	154	20	and	and	CCONJ
cana-5519	154	21	phone	phone	NOUN
cana-5519	154	22	number	number	NOUN
cana-5519	154	23	,	,	PUNCT
cana-5519	154	24	guaranteeing	guarantee	VERB
cana-5519	154	25	that	that	SCONJ
cana-5519	154	26	the	the	DET
cana-5519	154	27	appropriate	appropriate	ADJ
cana-5519	154	28	individuals	individual	NOUN
cana-5519	154	29	can	can	AUX
cana-5519	154	30	be	be	AUX
cana-5519	154	31	contacted	contact	VERB
cana-5519	154	32	in	in	ADP
cana-5519	154	33	the	the	DET
cana-5519	154	34	event	event	NOUN
cana-5519	154	35	of	of	ADP
cana-5519	154	36	an	an	DET
cana-5519	154	37	emergency	emergency	NOUN
cana-5519	154	38	.	.	PUNCT
cana-5519	155	1	with	with	ADP
cana-5519	155	2	the	the	DET
cana-5519	155	3	ability	ability	NOUN
cana-5519	155	4	to	to	PART
cana-5519	155	5	save	save	VERB
cana-5519	155	6	modifications	modification	NOUN
cana-5519	155	7	after	after	ADP
cana-5519	155	8	making	make	VERB
cana-5519	155	9	any	any	DET
cana-5519	155	10	changes	change	NOUN
cana-5519	155	11	,	,	PUNCT
cana-5519	155	12	the	the	DET
cana-5519	155	13	interface	interface	NOUN
cana-5519	155	14	is	be	AUX
cana-5519	155	15	easy	easy	ADJ
cana-5519	155	16	to	to	PART
cana-5519	155	17	use	use	VERB
cana-5519	155	18	.	.	PUNCT
cana-5519	156	1	this	this	DET
cana-5519	156	2	component	component	NOUN
cana-5519	156	3	is	be	AUX
cana-5519	156	4	essential	essential	ADJ
cana-5519	156	5	for	for	ADP
cana-5519	156	6	maintaining	maintain	VERB
cana-5519	156	7	the	the	DET
cana-5519	156	8	health	health	NOUN
cana-5519	156	9	monitoring	monitoring	NOUN
cana-5519	156	10	system	system	NOUN
cana-5519	156	11	's	's	PART
cana-5519	156	12	personalisation	personalisation	NOUN
cana-5519	156	13	and	and	CCONJ
cana-5519	156	14	readiness	readiness	NOUN
cana-5519	156	15	to	to	PART
cana-5519	156	16	deliver	deliver	VERB
cana-5519	156	17	precise	precise	ADJ
cana-5519	156	18	,	,	PUNCT
cana-5519	156	19	emergency	emergency	NOUN
cana-5519	156	20	-	-	PUNCT
cana-5519	156	21	aware	aware	ADJ
cana-5519	156	22	services	service	NOUN
cana-5519	156	23	,	,	PUNCT
cana-5519	156	24	as	as	ADV
cana-5519	156	25	well	well	ADV
cana-5519	156	26	as	as	ADP
cana-5519	156	27	for	for	ADP
cana-5519	156	28	guaranteeing	guarantee	VERB
cana-5519	156	29	effective	effective	ADJ
cana-5519	156	30	administration	administration	NOUN
cana-5519	156	31	of	of	ADP
cana-5519	156	32	the	the	DET
cana-5519	156	33	user	user	NOUN
cana-5519	156	34	's	's	PART
cana-5519	156	35	profile	profile	NOUN
cana-5519	156	36	and	and	CCONJ
cana-5519	156	37	medical	medical	ADJ
cana-5519	156	38	data	datum	NOUN
cana-5519	156	39	.	.	PUNCT
cana-5519	157	1	fig	fig	NOUN
cana-5519	157	2	8	8	NUM
cana-5519	157	3	:	:	PUNCT
cana-5519	157	4	health	health	NOUN
cana-5519	157	5	monitoring	monitoring	NOUN
cana-5519	157	6	data	datum	NOUN
cana-5519	157	7	for	for	ADP
cana-5519	157	8	respiratory	respiratory	ADJ
cana-5519	157	9	imbalances	imbalance	NOUN
cana-5519	157	10	and	and	CCONJ
cana-5519	157	11	vital	vital	ADJ
cana-5519	157	12	parameters	parameter	NOUN
cana-5519	157	13	a	a	DET
cana-5519	157	14	dataset	dataset	NOUN
cana-5519	157	15	pertaining	pertain	VERB
cana-5519	157	16	to	to	ADP
cana-5519	157	17	health	health	NOUN
cana-5519	157	18	monitoring	monitoring	NOUN
cana-5519	157	19	metrics	metric	NOUN
cana-5519	157	20	,	,	PUNCT
cana-5519	157	21	including	include	VERB
cana-5519	157	22	a	a	DET
cana-5519	157	23	range	range	NOUN
cana-5519	157	24	of	of	ADP
cana-5519	157	25	measures	measure	NOUN
cana-5519	157	26	for	for	ADP
cana-5519	157	27	identifying	identify	VERB
cana-5519	157	28	respiratory	respiratory	ADJ
cana-5519	157	29	imbalances	imbalance	NOUN
cana-5519	157	30	and	and	CCONJ
cana-5519	157	31	other	other	ADJ
cana-5519	157	32	medical	medical	ADJ
cana-5519	157	33	conditions	condition	NOUN
cana-5519	157	34	,	,	PUNCT
cana-5519	157	35	is	be	AUX
cana-5519	157	36	shown	show	VERB
cana-5519	157	37	in	in	ADP
cana-5519	157	38	the	the	DET
cana-5519	157	39	picture	picture	NOUN
cana-5519	157	40	.	.	PUNCT
cana-5519	158	1	numerous	numerous	ADJ
cana-5519	158	2	health	health	NOUN
cana-5519	158	3	factors	factor	NOUN
cana-5519	158	4	,	,	PUNCT
cana-5519	158	5	including	include	VERB
cana-5519	158	6	dehydration	dehydration	NOUN
cana-5519	158	7	,	,	PUNCT
cana-5519	158	8	medicine	medicine	NOUN
cana-5519	158	9	overdose	overdose	NOUN
cana-5519	158	10	,	,	PUNCT
cana-5519	158	11	coughing	coughing	NOUN
cana-5519	158	12	,	,	PUNCT
cana-5519	158	13	cold	cold	ADJ
cana-5519	158	14	,	,	PUNCT
cana-5519	158	15	heart	heart	NOUN
cana-5519	158	16	rate	rate	NOUN
cana-5519	158	17	,	,	PUNCT
cana-5519	158	18	temperature	temperature	NOUN
cana-5519	158	19	,	,	PUNCT
cana-5519	158	20	oxygen	oxygen	NOUN
cana-5519	158	21	saturation	saturation	NOUN
cana-5519	158	22	,	,	PUNCT
cana-5519	158	23	and	and	CCONJ
cana-5519	158	24	others	other	NOUN
cana-5519	158	25	,	,	PUNCT
cana-5519	158	26	are	be	AUX
cana-5519	158	27	included	include	VERB
cana-5519	158	28	in	in	ADP
cana-5519	158	29	the	the	DET
cana-5519	158	30	data	datum	NOUN
cana-5519	158	31	,	,	PUNCT
cana-5519	158	32	which	which	PRON
cana-5519	158	33	is	be	AUX
cana-5519	158	34	divided	divide	VERB
cana-5519	158	35	into	into	ADP
cana-5519	158	36	several	several	ADJ
cana-5519	158	37	categories	category	NOUN
cana-5519	158	38	,	,	PUNCT
cana-5519	158	39	including	include	VERB
cana-5519	158	40	chronic	chronic	NOUN
cana-5519	158	41	,	,	PUNCT
cana-5519	158	42	mild	mild	ADJ
cana-5519	158	43	,	,	PUNCT
cana-5519	158	44	normal	normal	ADJ
cana-5519	158	45	,	,	PUNCT
cana-5519	158	46	and	and	CCONJ
cana-5519	158	47	severe	severe	ADJ
cana-5519	158	48	problems	problem	NOUN
cana-5519	158	49	.	.	PUNCT
cana-5519	159	1	every	every	DET
cana-5519	159	2	medical	medical	ADJ
cana-5519	159	3	problem	problem	NOUN
cana-5519	159	4	is	be	AUX
cana-5519	159	5	examined	examine	VERB
cana-5519	159	6	in	in	ADP
cana-5519	159	7	light	light	NOUN
cana-5519	159	8	of	of	ADP
cana-5519	159	9	how	how	SCONJ
cana-5519	159	10	it	it	PRON
cana-5519	159	11	affects	affect	VERB
cana-5519	159	12	these	these	DET
cana-5519	159	13	crucial	crucial	ADJ
cana-5519	159	14	metrics	metric	NOUN
cana-5519	159	15	.	.	PUNCT
cana-5519	160	1	for	for	ADP
cana-5519	160	2	instance	instance	NOUN
cana-5519	160	3	,	,	PUNCT
cana-5519	160	4	it	it	PRON
cana-5519	160	5	provides	provide	VERB
cana-5519	160	6	useful	useful	ADJ
cana-5519	160	7	information	information	NOUN
cana-5519	160	8	on	on	ADP
cana-5519	160	9	the	the	DET
cana-5519	160	10	physiological	physiological	ADJ
cana-5519	160	11	effects	effect	NOUN
cana-5519	160	12	of	of	ADP
cana-5519	160	13	various	various	ADJ
cana-5519	160	14	disorders	disorder	NOUN
cana-5519	160	15	by	by	ADP
cana-5519	160	16	including	include	VERB
cana-5519	160	17	metrics	metric	NOUN
cana-5519	160	18	such	such	ADJ
cana-5519	160	19	as	as	ADP
cana-5519	160	20	pulse	pulse	NOUN
cana-5519	160	21	,	,	PUNCT
cana-5519	160	22	bpysys	bpysys	PROPN
cana-5519	160	23	,	,	PUNCT
cana-5519	160	24	bpdia	bpdia	PROPN
cana-5519	160	25	,	,	PUNCT
cana-5519	160	26	and	and	CCONJ
cana-5519	160	27	respiratory	respiratory	ADJ
cana-5519	160	28	rate	rate	NOUN
cana-5519	160	29	across	across	ADP
cana-5519	160	30	a	a	DET
cana-5519	160	31	range	range	NOUN
cana-5519	160	32	of	of	ADP
cana-5519	160	33	severity	severity	NOUN
cana-5519	160	34	levels	level	NOUN
cana-5519	160	35	.	.	PUNCT
cana-5519	161	1	predictive	predictive	ADJ
cana-5519	161	2	analytics	analytic	NOUN
cana-5519	161	3	and	and	CCONJ
cana-5519	161	4	health	health	NOUN
cana-5519	161	5	evaluations	evaluation	NOUN
cana-5519	161	6	are	be	AUX
cana-5519	161	7	probably	probably	ADV
cana-5519	161	8	supported	support	VERB
cana-5519	161	9	by	by	ADP
cana-5519	161	10	this	this	DET
cana-5519	161	11	information	information	NOUN
cana-5519	161	12	,	,	PUNCT
cana-5519	161	13	allowing	allow	VERB
cana-5519	161	14	medical	medical	ADJ
cana-5519	161	15	practitioners	practitioner	NOUN
cana-5519	161	16	to	to	PART
cana-5519	161	17	efficiently	efficiently	ADV
cana-5519	161	18	monitor	monitor	VERB
cana-5519	161	19	and	and	CCONJ
cana-5519	161	20	intervene	intervene	VERB
cana-5519	161	21	.	.	PUNCT
cana-5519	162	1	communications	communication	NOUN
cana-5519	162	2	on	on	ADP
cana-5519	162	3	applied	apply	VERB
cana-5519	162	4	nonlinear	nonlinear	ADJ
cana-5519	162	5	analysis	analysis	NOUN
cana-5519	162	6	issn	issn	NOUN
cana-5519	162	7	:	:	PUNCT
cana-5519	162	8	1074	1074	NUM
cana-5519	162	9	-	-	PUNCT
cana-5519	162	10	133x	133x	NUM
cana-5519	162	11	vol	vol	NOUN
cana-5519	162	12	32	32	NUM
cana-5519	162	13	no	no	NOUN
cana-5519	162	14	.	.	PUNCT
cana-5519	163	1	3s	3s	NUM
cana-5519	163	2	(	(	PUNCT
cana-5519	163	3	2025	2025	NUM
cana-5519	163	4	)	)	PUNCT
cana-5519	163	5	755	755	NUM
cana-5519	163	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-5519	163	7	fig	fig	NOUN
cana-5519	163	8	9	9	NUM
cana-5519	163	9	:	:	PUNCT
cana-5519	163	10	machine	machine	NOUN
cana-5519	163	11	learning	learning	NOUN
cana-5519	163	12	model	model	NOUN
cana-5519	163	13	evaluation	evaluation	NOUN
cana-5519	163	14	:	:	PUNCT
cana-5519	163	15	confusion	confusion	NOUN
cana-5519	163	16	matrix	matrix	NOUN
cana-5519	163	17	and	and	CCONJ
cana-5519	163	18	classification	classification	NOUN
cana-5519	163	19	metrics	metric	NOUN
cana-5519	163	20	a	a	DET
cana-5519	163	21	portion	portion	NOUN
cana-5519	163	22	of	of	ADP
cana-5519	163	23	python	python	PROPN
cana-5519	163	24	code	code	NOUN
cana-5519	163	25	pertaining	pertain	VERB
cana-5519	163	26	to	to	ADP
cana-5519	163	27	machine	machine	NOUN
cana-5519	163	28	learning	learning	NOUN
cana-5519	163	29	model	model	NOUN
cana-5519	163	30	assessment	assessment	NOUN
cana-5519	163	31	is	be	AUX
cana-5519	163	32	seen	see	VERB
cana-5519	163	33	in	in	ADP
cana-5519	163	34	the	the	DET
cana-5519	163	35	picture	picture	NOUN
cana-5519	163	36	.	.	PUNCT
cana-5519	164	1	to	to	PART
cana-5519	164	2	evaluate	evaluate	VERB
cana-5519	164	3	a	a	DET
cana-5519	164	4	classification	classification	NOUN
cana-5519	164	5	model	model	NOUN
cana-5519	164	6	's	's	PART
cana-5519	164	7	performance	performance	NOUN
cana-5519	164	8	,	,	PUNCT
cana-5519	164	9	a	a	DET
cana-5519	164	10	confusion	confusion	NOUN
cana-5519	164	11	matrix	matrix	NOUN
cana-5519	164	12	is	be	AUX
cana-5519	164	13	created	create	VERB
cana-5519	164	14	.	.	PUNCT
cana-5519	165	1	the	the	DET
cana-5519	165	2	classification	classification	NOUN
cana-5519	165	3	report	report	NOUN
cana-5519	165	4	is	be	AUX
cana-5519	165	5	then	then	ADV
cana-5519	165	6	used	use	VERB
cana-5519	165	7	to	to	PART
cana-5519	165	8	calculate	calculate	VERB
cana-5519	165	9	a	a	DET
cana-5519	165	10	number	number	NOUN
cana-5519	165	11	of	of	ADP
cana-5519	165	12	metrics	metric	NOUN
cana-5519	165	13	,	,	PUNCT
cana-5519	165	14	including	include	VERB
cana-5519	165	15	precision	precision	NOUN
cana-5519	165	16	,	,	PUNCT
cana-5519	165	17	recall	recall	NOUN
cana-5519	165	18	,	,	PUNCT
cana-5519	165	19	f1	f1	NOUN
cana-5519	165	20	-	-	PUNCT
cana-5519	165	21	score	score	NOUN
cana-5519	165	22	,	,	PUNCT
cana-5519	165	23	and	and	CCONJ
cana-5519	165	24	support	support	NOUN
cana-5519	165	25	.	.	PUNCT
cana-5519	166	1	deeper	deep	ADJ
cana-5519	166	2	insights	insight	NOUN
cana-5519	166	3	into	into	ADP
cana-5519	166	4	model	model	NOUN
cana-5519	166	5	performance	performance	NOUN
cana-5519	166	6	,	,	PUNCT
cana-5519	166	7	especially	especially	ADV
cana-5519	166	8	for	for	ADP
cana-5519	166	9	unbalanced	unbalanced	ADJ
cana-5519	166	10	datasets	dataset	NOUN
cana-5519	166	11	,	,	PUNCT
cana-5519	166	12	are	be	AUX
cana-5519	166	13	provided	provide	VERB
cana-5519	166	14	by	by	ADP
cana-5519	166	15	the	the	DET
cana-5519	166	16	code	code	NOUN
cana-5519	166	17	's	's	PART
cana-5519	166	18	computation	computation	NOUN
cana-5519	166	19	of	of	ADP
cana-5519	166	20	the	the	DET
cana-5519	166	21	matthews	matthews	PROPN
cana-5519	166	22	correlation	correlation	NOUN
cana-5519	166	23	coefficient	coefficient	NOUN
cana-5519	166	24	(	(	PUNCT
cana-5519	166	25	mcc	mcc	NOUN
cana-5519	166	26	)	)	PUNCT
cana-5519	166	27	and	and	CCONJ
cana-5519	166	28	balanced	balanced	ADJ
cana-5519	166	29	accuracy	accuracy	NOUN
cana-5519	166	30	.	.	PUNCT
cana-5519	167	1	cross	cross	ADJ
cana-5519	167	2	-	-	ADJ
cana-5519	167	3	validation	validation	NOUN
cana-5519	167	4	is	be	AUX
cana-5519	167	5	used	use	VERB
cana-5519	167	6	to	to	PART
cana-5519	167	7	evaluate	evaluate	VERB
cana-5519	167	8	generalisation	generalisation	NOUN
cana-5519	167	9	performance	performance	NOUN
cana-5519	167	10	as	as	ADP
cana-5519	167	11	part	part	NOUN
cana-5519	167	12	of	of	ADP
cana-5519	167	13	the	the	DET
cana-5519	167	14	model	model	NOUN
cana-5519	167	15	assessment	assessment	NOUN
cana-5519	167	16	process	process	NOUN
cana-5519	167	17	.	.	PUNCT
cana-5519	168	1	this	this	DET
cana-5519	168	2	stage	stage	NOUN
cana-5519	168	3	is	be	AUX
cana-5519	168	4	essential	essential	ADJ
cana-5519	168	5	for	for	ADP
cana-5519	168	6	confirming	confirm	VERB
cana-5519	168	7	the	the	DET
cana-5519	168	8	prediction	prediction	NOUN
cana-5519	168	9	power	power	NOUN
cana-5519	168	10	of	of	ADP
cana-5519	168	11	the	the	DET
cana-5519	168	12	model	model	NOUN
cana-5519	168	13	and	and	CCONJ
cana-5519	168	14	making	make	VERB
cana-5519	168	15	sure	sure	ADJ
cana-5519	168	16	it	it	PRON
cana-5519	168	17	works	work	VERB
cana-5519	168	18	well	well	ADV
cana-5519	168	19	with	with	ADP
cana-5519	168	20	different	different	ADJ
cana-5519	168	21	datasets	dataset	NOUN
cana-5519	168	22	.	.	PUNCT
cana-5519	169	1	discussion	discussion	NOUN
cana-5519	169	2	:	:	PUNCT
cana-5519	169	3	by	by	ADP
cana-5519	169	4	using	use	VERB
cana-5519	169	5	predictive	predictive	ADJ
cana-5519	169	6	analytics	analytic	NOUN
cana-5519	169	7	,	,	PUNCT
cana-5519	169	8	the	the	DET
cana-5519	169	9	smart	smart	ADJ
cana-5519	169	10	health	health	NOUN
cana-5519	169	11	monitor	monitor	NOUN
cana-5519	169	12	system	system	NOUN
cana-5519	169	13	offers	offer	VERB
cana-5519	169	14	a	a	DET
cana-5519	169	15	thorough	thorough	ADJ
cana-5519	169	16	method	method	NOUN
cana-5519	169	17	of	of	ADP
cana-5519	169	18	managing	manage	VERB
cana-5519	169	19	and	and	CCONJ
cana-5519	169	20	monitoring	monitor	VERB
cana-5519	169	21	healthcare	healthcare	NOUN
cana-5519	169	22	.	.	PUNCT
cana-5519	170	1	the	the	DET
cana-5519	170	2	system	system	NOUN
cana-5519	170	3	enables	enable	VERB
cana-5519	170	4	proactive	proactive	ADJ
cana-5519	170	5	actions	action	NOUN
cana-5519	170	6	by	by	ADP
cana-5519	170	7	empowering	empower	VERB
cana-5519	170	8	users	user	NOUN
cana-5519	170	9	and	and	CCONJ
cana-5519	170	10	healthcare	healthcare	NOUN
cana-5519	170	11	professionals	professional	NOUN
cana-5519	170	12	to	to	PART
cana-5519	170	13	monitor	monitor	VERB
cana-5519	170	14	and	and	CCONJ
cana-5519	170	15	control	control	VERB
cana-5519	170	16	critical	critical	ADJ
cana-5519	170	17	health	health	NOUN
cana-5519	170	18	data	datum	NOUN
cana-5519	170	19	,	,	PUNCT
cana-5519	170	20	as	as	SCONJ
cana-5519	170	21	shown	show	VERB
cana-5519	170	22	in	in	ADP
cana-5519	170	23	figures	figure	NOUN
cana-5519	170	24	2	2	NUM
cana-5519	170	25	through	through	ADP
cana-5519	170	26	7	7	NUM
cana-5519	170	27	.	.	PUNCT
cana-5519	170	28	with	with	ADP
cana-5519	170	29	a	a	DET
cana-5519	170	30	focus	focus	NOUN
cana-5519	170	31	on	on	ADP
cana-5519	170	32	security	security	NOUN
cana-5519	170	33	and	and	CCONJ
cana-5519	170	34	accessibility	accessibility	NOUN
cana-5519	170	35	,	,	PUNCT
cana-5519	170	36	the	the	DET
cana-5519	170	37	login	login	NOUN
cana-5519	170	38	screen	screen	NOUN
cana-5519	170	39	(	(	PUNCT
cana-5519	170	40	fig	fig	NOUN
cana-5519	170	41	2	2	NUM
cana-5519	170	42	)	)	PUNCT
cana-5519	170	43	provides	provide	VERB
cana-5519	170	44	a	a	DET
cana-5519	170	45	user	user	NOUN
cana-5519	170	46	-	-	PUNCT
cana-5519	170	47	friendly	friendly	ADJ
cana-5519	170	48	interface	interface	NOUN
cana-5519	170	49	that	that	PRON
cana-5519	170	50	serves	serve	VERB
cana-5519	170	51	both	both	DET
cana-5519	170	52	patients	patient	NOUN
cana-5519	170	53	and	and	CCONJ
cana-5519	170	54	healthcare	healthcare	NOUN
cana-5519	170	55	professionals	professional	NOUN
cana-5519	170	56	.	.	PUNCT
cana-5519	171	1	after	after	ADP
cana-5519	171	2	logging	log	VERB
cana-5519	171	3	in	in	ADP
cana-5519	171	4	,	,	PUNCT
cana-5519	171	5	users	user	NOUN
cana-5519	171	6	are	be	AUX
cana-5519	171	7	shown	show	VERB
cana-5519	171	8	a	a	DET
cana-5519	171	9	dashboard	dashboard	NOUN
cana-5519	171	10	(	(	PUNCT
cana-5519	171	11	fig	fig	NOUN
cana-5519	171	12	.	.	PUNCT
cana-5519	172	1	3	3	NUM
cana-5519	172	2	)	)	PUNCT
cana-5519	172	3	that	that	PRON
cana-5519	172	4	shows	show	VERB
cana-5519	172	5	health	health	NOUN
cana-5519	172	6	parameters	parameter	NOUN
cana-5519	172	7	such	such	ADJ
cana-5519	172	8	as	as	ADP
cana-5519	172	9	blood	blood	NOUN
cana-5519	172	10	pressure	pressure	NOUN
cana-5519	172	11	,	,	PUNCT
cana-5519	172	12	oxygen	oxygen	NOUN
cana-5519	172	13	saturation	saturation	NOUN
cana-5519	172	14	,	,	PUNCT
cana-5519	172	15	and	and	CCONJ
cana-5519	172	16	heart	heart	NOUN
cana-5519	172	17	rate	rate	NOUN
cana-5519	172	18	.	.	PUNCT
cana-5519	173	1	based	base	VERB
cana-5519	173	2	on	on	ADP
cana-5519	173	3	real	real	ADJ
cana-5519	173	4	-	-	PUNCT
cana-5519	173	5	time	time	NOUN
cana-5519	173	6	data	datum	NOUN
cana-5519	173	7	,	,	PUNCT
cana-5519	173	8	the	the	DET
cana-5519	173	9	dashboard	dashboard	NOUN
cana-5519	173	10	also	also	ADV
cana-5519	173	11	predicts	predict	VERB
cana-5519	173	12	health	health	NOUN
cana-5519	173	13	risks	risk	NOUN
cana-5519	173	14	.	.	PUNCT
cana-5519	174	1	the	the	DET
cana-5519	174	2	section	section	NOUN
cana-5519	174	3	on	on	ADP
cana-5519	174	4	predictive	predictive	ADJ
cana-5519	174	5	alarms	alarm	NOUN
cana-5519	174	6	(	(	PUNCT
cana-5519	174	7	figs	fig	NOUN
cana-5519	174	8	.	.	X
cana-5519	174	9	4	4	NUM
cana-5519	174	10	and	and	CCONJ
cana-5519	174	11	5	5	NUM
cana-5519	174	12	)	)	PUNCT
cana-5519	174	13	identifies	identify	VERB
cana-5519	174	14	possible	possible	ADJ
cana-5519	174	15	health	health	NOUN
cana-5519	174	16	hazards	hazard	NOUN
cana-5519	174	17	including	include	VERB
cana-5519	174	18	hypertension	hypertension	NOUN
cana-5519	174	19	and	and	CCONJ
cana-5519	174	20	irregular	irregular	ADJ
cana-5519	174	21	heartbeats	heartbeat	NOUN
cana-5519	174	22	and	and	CCONJ
cana-5519	174	23	provides	provide	VERB
cana-5519	174	24	personalised	personalised	ADJ
cana-5519	174	25	advice	advice	NOUN
cana-5519	174	26	to	to	PART
cana-5519	174	27	reduce	reduce	VERB
cana-5519	174	28	them	they	PRON
cana-5519	174	29	.	.	PUNCT
cana-5519	175	1	furthermore	furthermore	ADV
cana-5519	175	2	,	,	PUNCT
cana-5519	175	3	users	user	NOUN
cana-5519	175	4	are	be	AUX
cana-5519	175	5	guided	guide	VERB
cana-5519	175	6	towards	towards	ADP
cana-5519	175	7	better	well	ADJ
cana-5519	175	8	lifestyle	lifestyle	NOUN
cana-5519	175	9	choices	choice	NOUN
cana-5519	175	10	by	by	ADP
cana-5519	175	11	personalised	personalised	ADJ
cana-5519	175	12	suggestions	suggestion	NOUN
cana-5519	175	13	and	and	CCONJ
cana-5519	175	14	health	health	NOUN
cana-5519	175	15	objectives	objective	NOUN
cana-5519	175	16	(	(	PUNCT
cana-5519	175	17	fig	fig	NOUN
cana-5519	175	18	.	.	PUNCT
cana-5519	176	1	6	6	NUM
cana-5519	176	2	)	)	PUNCT
cana-5519	176	3	,	,	PUNCT
cana-5519	176	4	which	which	PRON
cana-5519	176	5	strengthens	strengthen	VERB
cana-5519	176	6	the	the	DET
cana-5519	176	7	system	system	NOUN
cana-5519	176	8	's	's	PART
cana-5519	176	9	role	role	NOUN
cana-5519	176	10	in	in	ADP
cana-5519	176	11	preventive	preventive	ADJ
cana-5519	176	12	care	care	NOUN
cana-5519	176	13	.	.	PUNCT
cana-5519	177	1	additionally	additionally	ADV
cana-5519	177	2	,	,	PUNCT
cana-5519	177	3	the	the	DET
cana-5519	177	4	account	account	NOUN
cana-5519	177	5	settings	setting	NOUN
cana-5519	177	6	(	(	PUNCT
cana-5519	177	7	fig	fig	NOUN
cana-5519	177	8	7	7	NUM
cana-5519	177	9	)	)	PUNCT
cana-5519	177	10	function	function	NOUN
cana-5519	177	11	guarantees	guarantee	VERB
cana-5519	177	12	that	that	SCONJ
cana-5519	177	13	users	user	NOUN
cana-5519	177	14	can	can	AUX
cana-5519	177	15	effectively	effectively	ADV
cana-5519	177	16	maintain	maintain	VERB
cana-5519	177	17	their	their	PRON
cana-5519	177	18	emergency	emergency	NOUN
cana-5519	177	19	contact	contact	NOUN
cana-5519	177	20	details	detail	NOUN
cana-5519	177	21	and	and	CCONJ
cana-5519	177	22	profiles	profile	NOUN
cana-5519	177	23	,	,	PUNCT
cana-5519	177	24	enabling	enable	VERB
cana-5519	177	25	individualised	individualised	ADJ
cana-5519	177	26	treatment	treatment	NOUN
cana-5519	177	27	.	.	PUNCT
cana-5519	178	1	the	the	DET
cana-5519	178	2	system	system	NOUN
cana-5519	178	3	is	be	AUX
cana-5519	178	4	a	a	DET
cana-5519	178	5	useful	useful	ADJ
cana-5519	178	6	tool	tool	NOUN
cana-5519	178	7	communications	communication	NOUN
cana-5519	178	8	on	on	ADP
cana-5519	178	9	applied	apply	VERB
cana-5519	178	10	nonlinear	nonlinear	ADJ
cana-5519	178	11	analysis	analysis	NOUN
cana-5519	178	12	issn	issn	NOUN
cana-5519	178	13	:	:	PUNCT
cana-5519	178	14	1074	1074	NUM
cana-5519	178	15	-	-	PUNCT
cana-5519	178	16	133x	133x	NUM
cana-5519	178	17	vol	vol	NOUN
cana-5519	178	18	32	32	NUM
cana-5519	178	19	no	no	NOUN
cana-5519	178	20	.	.	PUNCT
cana-5519	179	1	3s	3s	NUM
cana-5519	179	2	(	(	PUNCT
cana-5519	179	3	2025	2025	NUM
cana-5519	179	4	)	)	PUNCT
cana-5519	179	5	756	756	NUM
cana-5519	179	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-5519	179	7	for	for	ADP
cana-5519	179	8	medical	medical	ADJ
cana-5519	179	9	practitioners	practitioner	NOUN
cana-5519	179	10	as	as	ADP
cana-5519	179	11	the	the	DET
cana-5519	179	12	dataset	dataset	NOUN
cana-5519	179	13	(	(	PUNCT
cana-5519	179	14	fig	fig	NOUN
cana-5519	179	15	.	.	PUNCT
cana-5519	180	1	8)	8)	NUM
cana-5519	180	2	provides	provide	VERB
cana-5519	180	3	predictive	predictive	ADJ
cana-5519	180	4	analytics	analytic	NOUN
cana-5519	180	5	for	for	ADP
cana-5519	180	6	the	the	DET
cana-5519	180	7	diagnosis	diagnosis	NOUN
cana-5519	180	8	and	and	CCONJ
cana-5519	180	9	treatment	treatment	NOUN
cana-5519	180	10	of	of	ADP
cana-5519	180	11	ailments	ailment	NOUN
cana-5519	180	12	including	include	VERB
cana-5519	180	13	respiratory	respiratory	ADJ
cana-5519	180	14	imbalances	imbalance	NOUN
cana-5519	180	15	.	.	PUNCT
cana-5519	181	1	finally	finally	ADV
cana-5519	181	2	,	,	PUNCT
cana-5519	181	3	the	the	DET
cana-5519	181	4	system	system	NOUN
cana-5519	181	5	's	's	PART
cana-5519	181	6	capacity	capacity	NOUN
cana-5519	181	7	to	to	PART
cana-5519	181	8	provide	provide	VERB
cana-5519	181	9	precise	precise	ADJ
cana-5519	181	10	and	and	CCONJ
cana-5519	181	11	trustworthy	trustworthy	ADJ
cana-5519	181	12	health	health	NOUN
cana-5519	181	13	insights	insight	NOUN
cana-5519	181	14	is	be	AUX
cana-5519	181	15	further	far	ADV
cana-5519	181	16	improved	improve	VERB
cana-5519	181	17	by	by	ADP
cana-5519	181	18	the	the	DET
cana-5519	181	19	incorporation	incorporation	NOUN
cana-5519	181	20	of	of	ADP
cana-5519	181	21	machine	machine	NOUN
cana-5519	181	22	learning	learning	NOUN
cana-5519	181	23	models	model	NOUN
cana-5519	181	24	for	for	ADP
cana-5519	181	25	predictive	predictive	ADJ
cana-5519	181	26	analytics	analytic	NOUN
cana-5519	181	27	,	,	PUNCT
cana-5519	181	28	which	which	PRON
cana-5519	181	29	are	be	AUX
cana-5519	181	30	assessed	assess	VERB
cana-5519	181	31	using	use	VERB
cana-5519	181	32	confusion	confusion	NOUN
cana-5519	181	33	matrices	matrix	NOUN
cana-5519	181	34	and	and	CCONJ
cana-5519	181	35	other	other	ADJ
cana-5519	181	36	metrics	metric	NOUN
cana-5519	181	37	(	(	PUNCT
cana-5519	181	38	fig	fig	NOUN
cana-5519	181	39	9	9	NUM
cana-5519	181	40	)	)	PUNCT
cana-5519	181	41	.	.	PUNCT
cana-5519	182	1	all	all	DET
cana-5519	182	2	things	thing	NOUN
cana-5519	182	3	considered	consider	VERB
cana-5519	182	4	,	,	PUNCT
cana-5519	182	5	the	the	DET
cana-5519	182	6	smart	smart	ADJ
cana-5519	182	7	health	health	NOUN
cana-5519	182	8	monitor	monitor	NOUN
cana-5519	182	9	offers	offer	VERB
cana-5519	182	10	a	a	DET
cana-5519	182	11	comprehensive	comprehensive	ADJ
cana-5519	182	12	,	,	PUNCT
cana-5519	182	13	data	data	NOUN
cana-5519	182	14	-	-	PUNCT
cana-5519	182	15	driven	drive	VERB
cana-5519	182	16	method	method	NOUN
cana-5519	182	17	of	of	ADP
cana-5519	182	18	managing	manage	VERB
cana-5519	182	19	healthcare	healthcare	NOUN
cana-5519	182	20	,	,	PUNCT
cana-5519	182	21	encouraging	encourage	VERB
cana-5519	182	22	improved	improved	ADJ
cana-5519	182	23	patient	patient	ADJ
cana-5519	182	24	outcomes	outcome	NOUN
cana-5519	182	25	and	and	CCONJ
cana-5519	182	26	resource	resource	NOUN
cana-5519	182	27	efficiency	efficiency	NOUN
cana-5519	182	28	.	.	PUNCT
cana-5519	183	1	conclusion	conclusion	NOUN
cana-5519	183	2	:	:	PUNCT
cana-5519	183	3	the	the	DET
cana-5519	183	4	smart	smart	ADJ
cana-5519	183	5	health	health	NOUN
cana-5519	183	6	monitor	monitor	NOUN
cana-5519	183	7	system	system	NOUN
cana-5519	183	8	,	,	PUNCT
cana-5519	183	9	which	which	PRON
cana-5519	183	10	combines	combine	VERB
cana-5519	183	11	cutting	cutting	NOUN
cana-5519	183	12	-	-	PUNCT
cana-5519	183	13	edge	edge	NOUN
cana-5519	183	14	machine	machine	NOUN
cana-5519	183	15	learning	learning	NOUN
cana-5519	183	16	methods	method	NOUN
cana-5519	183	17	with	with	ADP
cana-5519	183	18	continuous	continuous	ADJ
cana-5519	183	19	health	health	NOUN
cana-5519	183	20	monitoring	monitoring	NOUN
cana-5519	183	21	and	and	CCONJ
cana-5519	183	22	predictive	predictive	ADJ
cana-5519	183	23	analytics	analytic	NOUN
cana-5519	183	24	,	,	PUNCT
cana-5519	183	25	provides	provide	VERB
cana-5519	183	26	a	a	DET
cana-5519	183	27	revolutionary	revolutionary	ADJ
cana-5519	183	28	approach	approach	NOUN
cana-5519	183	29	to	to	ADP
cana-5519	183	30	patient	patient	ADJ
cana-5519	183	31	care	care	NOUN
cana-5519	183	32	.	.	PUNCT
cana-5519	184	1	the	the	DET
cana-5519	184	2	technology	technology	NOUN
cana-5519	184	3	enables	enable	VERB
cana-5519	184	4	proactive	proactive	ADJ
cana-5519	184	5	,	,	PUNCT
cana-5519	184	6	data	data	NOUN
cana-5519	184	7	-	-	PUNCT
cana-5519	184	8	driven	drive	VERB
cana-5519	184	9	treatments	treatment	NOUN
cana-5519	184	10	by	by	ADP
cana-5519	184	11	empowering	empower	VERB
cana-5519	184	12	people	people	NOUN
cana-5519	184	13	and	and	CCONJ
cana-5519	184	14	healthcare	healthcare	NOUN
cana-5519	184	15	professionals	professional	NOUN
cana-5519	184	16	to	to	PART
cana-5519	184	17	track	track	VERB
cana-5519	184	18	important	important	ADJ
cana-5519	184	19	health	health	NOUN
cana-5519	184	20	variables	variable	NOUN
cana-5519	184	21	.	.	PUNCT
cana-5519	185	1	with	with	ADP
cana-5519	185	2	separate	separate	ADJ
cana-5519	185	3	login	login	NOUN
cana-5519	185	4	choices	choice	NOUN
cana-5519	185	5	for	for	ADP
cana-5519	185	6	patients	patient	NOUN
cana-5519	185	7	and	and	CCONJ
cana-5519	185	8	healthcare	healthcare	NOUN
cana-5519	185	9	professionals	professional	NOUN
cana-5519	185	10	,	,	PUNCT
cana-5519	185	11	the	the	DET
cana-5519	185	12	system	system	NOUN
cana-5519	185	13	's	's	PART
cana-5519	185	14	user	user	NOUN
cana-5519	185	15	-	-	PUNCT
cana-5519	185	16	friendly	friendly	ADJ
cana-5519	185	17	interface	interface	NOUN
cana-5519	185	18	,	,	PUNCT
cana-5519	185	19	as	as	SCONJ
cana-5519	185	20	shown	show	VERB
cana-5519	185	21	in	in	ADP
cana-5519	185	22	fig	fig	NOUN
cana-5519	185	23	.	.	PUNCT
cana-5519	185	24	2	2	NUM
cana-5519	185	25	,	,	PUNCT
cana-5519	185	26	guarantees	guarantee	VERB
cana-5519	185	27	accessibility	accessibility	NOUN
cana-5519	185	28	and	and	CCONJ
cana-5519	185	29	security	security	NOUN
cana-5519	185	30	for	for	ADP
cana-5519	185	31	users	user	NOUN
cana-5519	185	32	.	.	PUNCT
cana-5519	186	1	together	together	ADV
cana-5519	186	2	with	with	ADP
cana-5519	186	3	real	real	ADJ
cana-5519	186	4	-	-	PUNCT
cana-5519	186	5	time	time	NOUN
cana-5519	186	6	health	health	NOUN
cana-5519	186	7	risk	risk	NOUN
cana-5519	186	8	forecasts	forecast	NOUN
cana-5519	186	9	,	,	PUNCT
cana-5519	186	10	the	the	DET
cana-5519	186	11	dashboard	dashboard	NOUN
cana-5519	186	12	(	(	PUNCT
cana-5519	186	13	fig	fig	NOUN
cana-5519	186	14	.	.	PUNCT
cana-5519	186	15	3	3	X
cana-5519	186	16	)	)	PUNCT
cana-5519	186	17	offers	offer	VERB
cana-5519	186	18	a	a	DET
cana-5519	186	19	thorough	thorough	ADJ
cana-5519	186	20	summary	summary	NOUN
cana-5519	186	21	of	of	ADP
cana-5519	186	22	important	important	ADJ
cana-5519	186	23	health	health	NOUN
cana-5519	186	24	parameters	parameter	NOUN
cana-5519	186	25	,	,	PUNCT
cana-5519	186	26	facilitating	facilitate	VERB
cana-5519	186	27	the	the	DET
cana-5519	186	28	early	early	ADJ
cana-5519	186	29	identification	identification	NOUN
cana-5519	186	30	of	of	ADP
cana-5519	186	31	any	any	DET
cana-5519	186	32	health	health	NOUN
cana-5519	186	33	problems	problem	NOUN
cana-5519	186	34	.	.	PUNCT
cana-5519	187	1	by	by	ADP
cana-5519	187	2	providing	provide	VERB
cana-5519	187	3	prompt	prompt	ADJ
cana-5519	187	4	warnings	warning	NOUN
cana-5519	187	5	of	of	ADP
cana-5519	187	6	aberrant	aberrant	ADJ
cana-5519	187	7	health	health	NOUN
cana-5519	187	8	data	datum	NOUN
cana-5519	187	9	,	,	PUNCT
cana-5519	187	10	the	the	DET
cana-5519	187	11	predictive	predictive	ADJ
cana-5519	187	12	alerts	alert	NOUN
cana-5519	187	13	(	(	PUNCT
cana-5519	187	14	figs	fig	NOUN
cana-5519	187	15	.	.	X
cana-5519	187	16	4	4	NUM
cana-5519	187	17	and	and	CCONJ
cana-5519	187	18	5	5	NUM
cana-5519	187	19	)	)	PUNCT
cana-5519	187	20	assist	assist	VERB
cana-5519	187	21	users	user	NOUN
cana-5519	187	22	in	in	ADP
cana-5519	187	23	taking	take	VERB
cana-5519	187	24	preventative	preventative	ADJ
cana-5519	187	25	actions	action	NOUN
cana-5519	187	26	like	like	ADP
cana-5519	187	27	changing	change	VERB
cana-5519	187	28	their	their	PRON
cana-5519	187	29	lifestyle	lifestyle	NOUN
cana-5519	187	30	or	or	CCONJ
cana-5519	187	31	seeing	see	VERB
cana-5519	187	32	a	a	DET
cana-5519	187	33	doctor	doctor	NOUN
cana-5519	187	34	.	.	PUNCT
cana-5519	188	1	additionally	additionally	ADV
cana-5519	188	2	,	,	PUNCT
cana-5519	188	3	the	the	DET
cana-5519	188	4	section	section	NOUN
cana-5519	188	5	on	on	ADP
cana-5519	188	6	health	health	NOUN
cana-5519	188	7	objectives	objective	NOUN
cana-5519	188	8	and	and	CCONJ
cana-5519	188	9	personalised	personalised	ADJ
cana-5519	188	10	suggestions	suggestion	NOUN
cana-5519	188	11	(	(	PUNCT
cana-5519	188	12	fig	fig	NOUN
cana-5519	188	13	.	.	NOUN
cana-5519	189	1	6	6	NUM
cana-5519	189	2	)	)	PUNCT
cana-5519	189	3	offers	offer	VERB
cana-5519	189	4	practical	practical	ADJ
cana-5519	189	5	advice	advice	NOUN
cana-5519	189	6	to	to	PART
cana-5519	189	7	promote	promote	VERB
cana-5519	189	8	healthy	healthy	ADJ
cana-5519	189	9	habits	habit	NOUN
cana-5519	189	10	,	,	PUNCT
cana-5519	189	11	which	which	PRON
cana-5519	189	12	has	have	VERB
cana-5519	189	13	a	a	DET
cana-5519	189	14	direct	direct	ADJ
cana-5519	189	15	effect	effect	NOUN
cana-5519	189	16	on	on	ADP
cana-5519	189	17	long	long	ADJ
cana-5519	189	18	-	-	PUNCT
cana-5519	189	19	term	term	NOUN
cana-5519	189	20	wellbeing	wellbeing	NOUN
cana-5519	189	21	.	.	PUNCT
cana-5519	190	1	by	by	ADP
cana-5519	190	2	enabling	enable	VERB
cana-5519	190	3	users	user	NOUN
cana-5519	190	4	to	to	PART
cana-5519	190	5	effectively	effectively	ADV
cana-5519	190	6	update	update	VERB
cana-5519	190	7	their	their	PRON
cana-5519	190	8	emergency	emergency	NOUN
cana-5519	190	9	and	and	CCONJ
cana-5519	190	10	medical	medical	ADJ
cana-5519	190	11	contact	contact	NOUN
cana-5519	190	12	information	information	NOUN
cana-5519	190	13	,	,	PUNCT
cana-5519	190	14	the	the	DET
cana-5519	190	15	account	account	NOUN
cana-5519	190	16	settings	setting	NOUN
cana-5519	190	17	(	(	PUNCT
cana-5519	190	18	fig	fig	NOUN
cana-5519	190	19	7	7	NUM
cana-5519	190	20	)	)	PUNCT
cana-5519	190	21	provide	provide	VERB
cana-5519	190	22	personalised	personalised	ADJ
cana-5519	190	23	care	care	NOUN
cana-5519	190	24	management	management	NOUN
cana-5519	190	25	.	.	PUNCT
cana-5519	191	1	a	a	DET
cana-5519	191	2	further	further	ADJ
cana-5519	191	3	layer	layer	NOUN
cana-5519	191	4	of	of	ADP
cana-5519	191	5	intelligence	intelligence	NOUN
cana-5519	191	6	is	be	AUX
cana-5519	191	7	added	add	VERB
cana-5519	191	8	to	to	ADP
cana-5519	191	9	healthcare	healthcare	NOUN
cana-5519	191	10	management	management	NOUN
cana-5519	191	11	by	by	ADP
cana-5519	191	12	the	the	DET
cana-5519	191	13	system	system	NOUN
cana-5519	191	14	's	's	PART
cana-5519	191	15	capacity	capacity	NOUN
cana-5519	191	16	to	to	PART
cana-5519	191	17	use	use	VERB
cana-5519	191	18	machine	machine	NOUN
cana-5519	191	19	learning	learning	NOUN
cana-5519	191	20	models	model	NOUN
cana-5519	191	21	for	for	ADP
cana-5519	191	22	predictive	predictive	ADJ
cana-5519	191	23	analytics	analytic	NOUN
cana-5519	191	24	(	(	PUNCT
cana-5519	191	25	fig	fig	NOUN
cana-5519	191	26	.	.	PUNCT
cana-5519	192	1	9	9	NUM
cana-5519	192	2	)	)	PUNCT
cana-5519	193	1	and	and	CCONJ
cana-5519	193	2	monitor	monitor	VERB
cana-5519	193	3	situations	situation	NOUN
cana-5519	193	4	like	like	ADP
cana-5519	193	5	respiratory	respiratory	ADJ
cana-5519	193	6	imbalances	imbalance	NOUN
cana-5519	193	7	via	via	ADP
cana-5519	193	8	datasets	dataset	NOUN
cana-5519	193	9	(	(	PUNCT
cana-5519	193	10	fig	fig	NOUN
cana-5519	193	11	.	.	PUNCT
cana-5519	194	1	8)	8)	NUM
cana-5519	194	2	.	.	PUNCT
cana-5519	195	1	the	the	DET
cana-5519	195	2	system	system	NOUN
cana-5519	195	3	's	's	PART
cana-5519	195	4	use	use	NOUN
cana-5519	195	5	of	of	ADP
cana-5519	195	6	sophisticated	sophisticated	ADJ
cana-5519	195	7	algorithms	algorithm	NOUN
cana-5519	195	8	improves	improve	VERB
cana-5519	195	9	patient	patient	ADJ
cana-5519	195	10	outcomes	outcome	NOUN
cana-5519	195	11	overall	overall	ADV
cana-5519	195	12	,	,	PUNCT
cana-5519	195	13	optimises	optimise	VERB
cana-5519	195	14	resource	resource	NOUN
cana-5519	195	15	allocation	allocation	NOUN
cana-5519	195	16	,	,	PUNCT
cana-5519	195	17	lowers	lower	VERB
cana-5519	195	18	hospital	hospital	NOUN
cana-5519	195	19	readmissions	readmission	NOUN
cana-5519	195	20	,	,	PUNCT
cana-5519	195	21	and	and	CCONJ
cana-5519	195	22	strengthens	strengthen	VERB
cana-5519	195	23	the	the	DET
cana-5519	195	24	decision	decision	NOUN
cana-5519	195	25	-	-	PUNCT
cana-5519	195	26	making	making	NOUN
cana-5519	195	27	skills	skill	NOUN
cana-5519	195	28	of	of	ADP
cana-5519	195	29	medical	medical	ADJ
cana-5519	195	30	personnel	personnel	NOUN
cana-5519	195	31	.	.	PUNCT
cana-5519	196	1	in	in	ADP
cana-5519	196	2	the	the	DET
cana-5519	196	3	end	end	NOUN
cana-5519	196	4	,	,	PUNCT
cana-5519	196	5	the	the	DET
cana-5519	196	6	smart	smart	ADJ
cana-5519	196	7	health	health	NOUN
cana-5519	196	8	monitor	monitor	NOUN
cana-5519	196	9	system	system	NOUN
cana-5519	196	10	represents	represent	VERB
cana-5519	196	11	a	a	DET
cana-5519	196	12	comprehensive	comprehensive	ADJ
cana-5519	196	13	,	,	PUNCT
cana-5519	196	14	proactive	proactive	ADJ
cana-5519	196	15	,	,	PUNCT
cana-5519	196	16	and	and	CCONJ
cana-5519	196	17	customised	customise	VERB
cana-5519	196	18	approach	approach	NOUN
cana-5519	196	19	to	to	ADP
cana-5519	196	20	contemporary	contemporary	ADJ
cana-5519	196	21	healthcare	healthcare	PROPN
cana-5519	196	22	,	,	PUNCT
cana-5519	196	23	achieving	achieve	VERB
cana-5519	196	24	notable	notable	ADJ
cana-5519	196	25	advancements	advancement	NOUN
cana-5519	196	26	in	in	ADP
cana-5519	196	27	both	both	PRON
cana-5519	196	28	patient	patient	ADJ
cana-5519	196	29	care	care	NOUN
cana-5519	196	30	and	and	CCONJ
cana-5519	196	31	system	system	NOUN
cana-5519	196	32	effectiveness	effectiveness	NOUN
cana-5519	196	33	.	.	PUNCT
cana-5519	197	1	limitation	limitation	NOUN
cana-5519	197	2	:	:	PUNCT
cana-5519	197	3	the	the	DET
cana-5519	197	4	smart	smart	ADJ
cana-5519	197	5	health	health	NOUN
cana-5519	197	6	monitor	monitor	NOUN
cana-5519	197	7	system	system	NOUN
cana-5519	197	8	has	have	VERB
cana-5519	197	9	several	several	ADJ
cana-5519	197	10	interesting	interesting	ADJ
cana-5519	197	11	features	feature	NOUN
cana-5519	197	12	,	,	PUNCT
cana-5519	197	13	but	but	CCONJ
cana-5519	197	14	there	there	PRON
cana-5519	197	15	are	be	VERB
cana-5519	197	16	also	also	ADV
cana-5519	197	17	some	some	DET
cana-5519	197	18	drawbacks	drawback	NOUN
cana-5519	197	19	to	to	PART
cana-5519	197	20	take	take	VERB
cana-5519	197	21	into	into	ADP
cana-5519	197	22	account	account	NOUN
cana-5519	197	23	.	.	PUNCT
cana-5519	198	1	the	the	DET
cana-5519	198	2	system	system	NOUN
cana-5519	198	3	's	's	PART
cana-5519	198	4	primary	primary	ADJ
cana-5519	198	5	reliance	reliance	NOUN
cana-5519	198	6	is	be	AUX
cana-5519	198	7	on	on	ADP
cana-5519	198	8	wearable	wearable	ADJ
cana-5519	198	9	technology	technology	NOUN
cana-5519	198	10	and	and	CCONJ
cana-5519	198	11	sensors	sensor	NOUN
cana-5519	198	12	enabled	enable	VERB
cana-5519	198	13	by	by	ADP
cana-5519	198	14	the	the	DET
cana-5519	198	15	internet	internet	NOUN
cana-5519	198	16	of	of	ADP
cana-5519	198	17	things	thing	NOUN
cana-5519	198	18	(	(	PUNCT
cana-5519	198	19	iot	iot	NOUN
cana-5519	198	20	)	)	PUNCT
cana-5519	198	21	,	,	PUNCT
cana-5519	198	22	which	which	PRON
cana-5519	198	23	may	may	AUX
cana-5519	198	24	have	have	VERB
cana-5519	198	25	technical	technical	ADJ
cana-5519	198	26	drawbacks	drawback	NOUN
cana-5519	198	27	including	include	VERB
cana-5519	198	28	poor	poor	ADJ
cana-5519	198	29	battery	battery	NOUN
cana-5519	198	30	life	life	NOUN
cana-5519	198	31	,	,	PUNCT
cana-5519	198	32	poor	poor	ADJ
cana-5519	198	33	connection	connection	NOUN
cana-5519	198	34	,	,	PUNCT
cana-5519	198	35	or	or	CCONJ
cana-5519	198	36	inaccurate	inaccurate	ADJ
cana-5519	198	37	sensors	sensor	NOUN
cana-5519	198	38	.	.	PUNCT
cana-5519	199	1	these	these	DET
cana-5519	199	2	restrictions	restriction	NOUN
cana-5519	199	3	may	may	AUX
cana-5519	199	4	make	make	VERB
cana-5519	199	5	it	it	PRON
cana-5519	199	6	more	more	ADV
cana-5519	199	7	difficult	difficult	ADJ
cana-5519	199	8	for	for	SCONJ
cana-5519	199	9	the	the	DET
cana-5519	199	10	system	system	NOUN
cana-5519	199	11	to	to	PART
cana-5519	199	12	offer	offer	VERB
cana-5519	199	13	accurate	accurate	ADJ
cana-5519	199	14	,	,	PUNCT
cana-5519	199	15	ongoing	ongoing	ADJ
cana-5519	199	16	monitoring	monitoring	NOUN
cana-5519	199	17	,	,	PUNCT
cana-5519	199	18	especially	especially	ADV
cana-5519	199	19	in	in	ADP
cana-5519	199	20	rural	rural	ADJ
cana-5519	199	21	or	or	CCONJ
cana-5519	199	22	isolated	isolated	ADJ
cana-5519	199	23	locations	location	NOUN
cana-5519	199	24	with	with	ADP
cana-5519	199	25	inadequate	inadequate	ADJ
cana-5519	199	26	infrastructure	infrastructure	NOUN
cana-5519	199	27	.	.	PUNCT
cana-5519	200	1	furthermore	furthermore	ADV
cana-5519	200	2	,	,	PUNCT
cana-5519	200	3	since	since	SCONJ
cana-5519	200	4	cloud	cloud	NOUN
cana-5519	200	5	platforms	platform	NOUN
cana-5519	200	6	are	be	AUX
cana-5519	200	7	used	use	VERB
cana-5519	200	8	to	to	PART
cana-5519	200	9	transport	transport	VERB
cana-5519	200	10	and	and	CCONJ
cana-5519	200	11	retain	retain	VERB
cana-5519	200	12	sensitive	sensitive	ADJ
cana-5519	200	13	patient	patient	ADJ
cana-5519	200	14	data	datum	NOUN
cana-5519	200	15	,	,	PUNCT
cana-5519	200	16	there	there	PRON
cana-5519	200	17	are	be	VERB
cana-5519	200	18	serious	serious	ADJ
cana-5519	200	19	data	datum	NOUN
cana-5519	200	20	storage	storage	NOUN
cana-5519	200	21	and	and	CCONJ
cana-5519	200	22	security	security	NOUN
cana-5519	200	23	issues	issue	NOUN
cana-5519	200	24	.	.	PUNCT
cana-5519	201	1	there	there	PRON
cana-5519	201	2	is	be	VERB
cana-5519	201	3	still	still	ADV
cana-5519	201	4	a	a	DET
cana-5519	201	5	chance	chance	NOUN
cana-5519	201	6	of	of	ADP
cana-5519	201	7	data	datum	NOUN
cana-5519	201	8	breaches	breach	NOUN
cana-5519	201	9	or	or	CCONJ
cana-5519	201	10	illegal	illegal	ADJ
cana-5519	201	11	access	access	NOUN
cana-5519	201	12	to	to	ADP
cana-5519	201	13	sensitive	sensitive	ADJ
cana-5519	201	14	health	health	NOUN
cana-5519	201	15	information	information	NOUN
cana-5519	201	16	even	even	ADV
cana-5519	201	17	with	with	ADP
cana-5519	201	18	strong	strong	ADJ
cana-5519	201	19	security	security	NOUN
cana-5519	201	20	measures	measure	NOUN
cana-5519	201	21	in	in	ADP
cana-5519	201	22	place	place	NOUN
cana-5519	201	23	.	.	PUNCT
cana-5519	202	1	predictive	predictive	ADJ
cana-5519	202	2	analytics	analytic	NOUN
cana-5519	202	3	presents	present	VERB
cana-5519	202	4	another	another	DET
cana-5519	202	5	drawback	drawback	NOUN
cana-5519	202	6	.	.	PUNCT
cana-5519	203	1	the	the	DET
cana-5519	203	2	quality	quality	NOUN
cana-5519	203	3	and	and	CCONJ
cana-5519	203	4	volume	volume	NOUN
cana-5519	203	5	of	of	ADP
cana-5519	203	6	accessible	accessible	ADJ
cana-5519	203	7	historical	historical	ADJ
cana-5519	203	8	data	datum	NOUN
cana-5519	203	9	determine	determine	VERB
cana-5519	203	10	how	how	SCONJ
cana-5519	203	11	accurate	accurate	ADJ
cana-5519	203	12	prediction	prediction	NOUN
cana-5519	203	13	models	model	NOUN
cana-5519	203	14	are	be	AUX
cana-5519	203	15	,	,	PUNCT
cana-5519	203	16	even	even	ADV
cana-5519	203	17	if	if	SCONJ
cana-5519	203	18	they	they	PRON
cana-5519	203	19	might	might	AUX
cana-5519	203	20	provide	provide	VERB
cana-5519	203	21	insightful	insightful	ADJ
cana-5519	203	22	information	information	NOUN
cana-5519	203	23	about	about	ADP
cana-5519	203	24	possible	possible	ADJ
cana-5519	203	25	health	health	NOUN
cana-5519	203	26	problems	problem	NOUN
cana-5519	203	27	.	.	PUNCT
cana-5519	204	1	incomplete	incomplete	ADJ
cana-5519	204	2	or	or	CCONJ
cana-5519	204	3	inaccurate	inaccurate	ADJ
cana-5519	204	4	data	datum	NOUN
cana-5519	204	5	might	might	AUX
cana-5519	204	6	result	result	VERB
cana-5519	204	7	in	in	ADP
cana-5519	204	8	inaccurate	inaccurate	ADJ
cana-5519	204	9	forecasts	forecast	NOUN
cana-5519	204	10	,	,	PUNCT
cana-5519	204	11	which	which	PRON
cana-5519	204	12	could	could	AUX
cana-5519	204	13	cause	cause	VERB
cana-5519	204	14	missed	miss	VERB
cana-5519	204	15	diagnosis	diagnosis	NOUN
cana-5519	204	16	or	or	CCONJ
cana-5519	204	17	false	false	ADJ
cana-5519	204	18	alarms	alarm	NOUN
cana-5519	204	19	.	.	PUNCT
cana-5519	205	1	furthermore	furthermore	ADV
cana-5519	205	2	,	,	PUNCT
cana-5519	205	3	the	the	DET
cana-5519	205	4	system	system	NOUN
cana-5519	205	5	's	's	PART
cana-5519	205	6	machine	machine	NOUN
cana-5519	205	7	learning	learning	NOUN
cana-5519	205	8	models	model	NOUN
cana-5519	205	9	may	may	AUX
cana-5519	205	10	not	not	PART
cana-5519	205	11	always	always	ADV
cana-5519	205	12	provide	provide	VERB
cana-5519	205	13	clear	clear	ADJ
cana-5519	205	14	or	or	CCONJ
cana-5519	205	15	useful	useful	ADJ
cana-5519	205	16	justifications	justification	NOUN
cana-5519	205	17	for	for	ADP
cana-5519	205	18	their	their	PRON
cana-5519	205	19	predictions	prediction	NOUN
cana-5519	205	20	,	,	PUNCT
cana-5519	205	21	which	which	PRON
cana-5519	205	22	might	might	AUX
cana-5519	205	23	restrict	restrict	VERB
cana-5519	205	24	the	the	DET
cana-5519	205	25	uptake	uptake	NOUN
cana-5519	205	26	of	of	ADP
cana-5519	205	27	these	these	DET
cana-5519	205	28	models	model	NOUN
cana-5519	205	29	by	by	ADP
cana-5519	205	30	communications	communication	NOUN
cana-5519	205	31	on	on	ADP
cana-5519	205	32	applied	apply	VERB
cana-5519	205	33	nonlinear	nonlinear	ADJ
cana-5519	205	34	analysis	analysis	NOUN
cana-5519	205	35	issn	issn	NOUN
cana-5519	205	36	:	:	PUNCT
cana-5519	205	37	1074	1074	NUM
cana-5519	205	38	-	-	PUNCT
cana-5519	205	39	133x	133x	NUM
cana-5519	205	40	vol	vol	NOUN
cana-5519	205	41	32	32	NUM
cana-5519	205	42	no	no	NOUN
cana-5519	205	43	.	.	PUNCT
cana-5519	206	1	3s	3s	NUM
cana-5519	206	2	(	(	PUNCT
cana-5519	206	3	2025	2025	NUM
cana-5519	206	4	)	)	PUNCT
cana-5519	206	5	757	757	PROPN
cana-5519	206	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-5519	206	7	healthcare	healthcare	NOUN
cana-5519	206	8	professionals	professional	NOUN
cana-5519	206	9	.	.	PUNCT
cana-5519	207	1	this	this	PRON
cana-5519	207	2	is	be	AUX
cana-5519	207	3	known	know	VERB
cana-5519	207	4	as	as	ADP
cana-5519	207	5	model	model	NOUN
cana-5519	207	6	interpretability	interpretability	NOUN
cana-5519	207	7	.	.	PUNCT
cana-5519	208	1	lastly	lastly	ADV
cana-5519	208	2	,	,	PUNCT
cana-5519	208	3	there	there	PRON
cana-5519	208	4	can	can	AUX
cana-5519	208	5	be	be	AUX
cana-5519	208	6	issues	issue	NOUN
cana-5519	208	7	with	with	ADP
cana-5519	208	8	the	the	DET
cana-5519	208	9	system	system	NOUN
cana-5519	208	10	's	's	PART
cana-5519	208	11	scalability	scalability	NOUN
cana-5519	208	12	and	and	CCONJ
cana-5519	208	13	compatibility	compatibility	NOUN
cana-5519	208	14	with	with	ADP
cana-5519	208	15	the	the	DET
cana-5519	208	16	current	current	ADJ
cana-5519	208	17	healthcare	healthcare	NOUN
cana-5519	208	18	infrastructure	infrastructure	NOUN
cana-5519	208	19	.	.	PUNCT
cana-5519	209	1	to	to	PART
cana-5519	209	2	maintain	maintain	VERB
cana-5519	209	3	effective	effective	ADJ
cana-5519	209	4	and	and	CCONJ
cana-5519	209	5	efficient	efficient	ADJ
cana-5519	209	6	performance	performance	NOUN
cana-5519	209	7	across	across	ADP
cana-5519	209	8	various	various	ADJ
cana-5519	209	9	contexts	contexts	NOUN
cana-5519	209	10	,	,	PUNCT
cana-5519	209	11	integration	integration	NOUN
cana-5519	209	12	with	with	ADP
cana-5519	209	13	multiple	multiple	ADJ
cana-5519	209	14	health	health	NOUN
cana-5519	209	15	systems	system	NOUN
cana-5519	209	16	may	may	AUX
cana-5519	209	17	need	need	VERB
cana-5519	209	18	considerable	considerable	ADJ
cana-5519	209	19	modification	modification	NOUN
cana-5519	209	20	and	and	CCONJ
cana-5519	209	21	continuous	continuous	ADJ
cana-5519	209	22	maintenance	maintenance	NOUN
cana-5519	209	23	,	,	PUNCT
cana-5519	209	24	especially	especially	ADV
cana-5519	209	25	in	in	ADP
cana-5519	209	26	areas	area	NOUN
cana-5519	209	27	with	with	ADP
cana-5519	209	28	limited	limited	ADJ
cana-5519	209	29	resources	resource	NOUN
cana-5519	209	30	or	or	CCONJ
cana-5519	209	31	antiquated	antiquated	ADJ
cana-5519	209	32	technology	technology	NOUN
cana-5519	209	33	.	.	PUNCT
cana-5519	210	1	future	future	ADJ
cana-5519	210	2	scope	scope	NOUN
cana-5519	210	3	:	:	PUNCT
cana-5519	210	4	despite	despite	SCONJ
cana-5519	210	5	being	be	AUX
cana-5519	210	6	successful	successful	ADJ
cana-5519	210	7	in	in	ADP
cana-5519	210	8	its	its	PRON
cana-5519	210	9	present	present	ADJ
cana-5519	210	10	configuration	configuration	NOUN
cana-5519	210	11	,	,	PUNCT
cana-5519	210	12	the	the	DET
cana-5519	210	13	smart	smart	ADJ
cana-5519	210	14	health	health	NOUN
cana-5519	210	15	monitor	monitor	NOUN
cana-5519	210	16	system	system	NOUN
cana-5519	210	17	has	have	VERB
cana-5519	210	18	room	room	NOUN
cana-5519	210	19	for	for	ADP
cana-5519	210	20	improvement	improvement	NOUN
cana-5519	210	21	and	and	CCONJ
cana-5519	210	22	will	will	AUX
cana-5519	210	23	only	only	ADV
cana-5519	210	24	develop	develop	VERB
cana-5519	210	25	further	far	ADV
cana-5519	210	26	.	.	PUNCT
cana-5519	211	1	enhancing	enhance	VERB
cana-5519	211	2	wearable	wearable	ADJ
cana-5519	211	3	technology	technology	NOUN
cana-5519	211	4	with	with	ADP
cana-5519	211	5	internet	internet	NOUN
cana-5519	211	6	of	of	ADP
cana-5519	211	7	things	thing	NOUN
cana-5519	211	8	capabilities	capability	NOUN
cana-5519	211	9	is	be	AUX
cana-5519	211	10	one	one	NUM
cana-5519	211	11	area	area	NOUN
cana-5519	211	12	of	of	ADP
cana-5519	211	13	future	future	ADJ
cana-5519	211	14	development	development	NOUN
cana-5519	211	15	.	.	PUNCT
cana-5519	212	1	to	to	PART
cana-5519	212	2	solve	solve	VERB
cana-5519	212	3	the	the	DET
cana-5519	212	4	issues	issue	NOUN
cana-5519	212	5	of	of	ADP
cana-5519	212	6	battery	battery	NOUN
cana-5519	212	7	economy	economy	NOUN
cana-5519	212	8	,	,	PUNCT
cana-5519	212	9	connection	connection	NOUN
cana-5519	212	10	,	,	PUNCT
cana-5519	212	11	and	and	CCONJ
cana-5519	212	12	sensor	sensor	NOUN
cana-5519	212	13	accuracy	accuracy	NOUN
cana-5519	212	14	,	,	PUNCT
cana-5519	212	15	technological	technological	ADJ
cana-5519	212	16	advancements	advancement	NOUN
cana-5519	212	17	may	may	AUX
cana-5519	212	18	lead	lead	VERB
cana-5519	212	19	to	to	ADP
cana-5519	212	20	the	the	DET
cana-5519	212	21	development	development	NOUN
cana-5519	212	22	of	of	ADP
cana-5519	212	23	more	more	ADV
cana-5519	212	24	robust	robust	ADJ
cana-5519	212	25	,	,	PUNCT
cana-5519	212	26	accurate	accurate	ADJ
cana-5519	212	27	,	,	PUNCT
cana-5519	212	28	and	and	CCONJ
cana-5519	212	29	energy	energy	NOUN
cana-5519	212	30	-	-	PUNCT
cana-5519	212	31	efficient	efficient	ADJ
cana-5519	212	32	sensors	sensor	NOUN
cana-5519	212	33	.	.	PUNCT
cana-5519	213	1	better	well	ADJ
cana-5519	213	2	ongoing	ongoing	ADJ
cana-5519	213	3	monitoring	monitoring	NOUN
cana-5519	213	4	may	may	AUX
cana-5519	213	5	result	result	VERB
cana-5519	213	6	from	from	ADP
cana-5519	213	7	this	this	PRON
cana-5519	213	8	,	,	PUNCT
cana-5519	213	9	particularly	particularly	ADV
cana-5519	213	10	in	in	ADP
cana-5519	213	11	rural	rural	ADJ
cana-5519	213	12	regions	region	NOUN
cana-5519	213	13	and	and	CCONJ
cana-5519	213	14	nations	nation	NOUN
cana-5519	213	15	that	that	PRON
cana-5519	213	16	export	export	NOUN
cana-5519	213	17	resources	resource	NOUN
cana-5519	213	18	.	.	PUNCT
cana-5519	214	1	furthermore	furthermore	ADV
cana-5519	214	2	,	,	PUNCT
cana-5519	214	3	improvements	improvement	NOUN
cana-5519	214	4	in	in	ADP
cana-5519	214	5	predictive	predictive	ADJ
cana-5519	214	6	analytics	analytic	NOUN
cana-5519	214	7	may	may	AUX
cana-5519	214	8	enhance	enhance	VERB
cana-5519	214	9	the	the	DET
cana-5519	214	10	system	system	NOUN
cana-5519	214	11	's	's	PART
cana-5519	214	12	capacity	capacity	NOUN
cana-5519	214	13	to	to	PART
cana-5519	214	14	provide	provide	VERB
cana-5519	214	15	more	more	ADV
cana-5519	214	16	accurate	accurate	ADJ
cana-5519	214	17	forecasts	forecast	NOUN
cana-5519	214	18	.	.	PUNCT
cana-5519	215	1	predictive	predictive	ADJ
cana-5519	215	2	dependability	dependability	NOUN
cana-5519	215	3	may	may	AUX
cana-5519	215	4	increase	increase	VERB
cana-5519	215	5	with	with	ADP
cana-5519	215	6	the	the	DET
cana-5519	215	7	use	use	NOUN
cana-5519	215	8	of	of	ADP
cana-5519	215	9	better	well	ADJ
cana-5519	215	10	machine	machine	NOUN
cana-5519	215	11	learning	learning	NOUN
cana-5519	215	12	models	model	NOUN
cana-5519	215	13	,	,	PUNCT
cana-5519	215	14	more	more	ADJ
cana-5519	215	15	and	and	CCONJ
cana-5519	215	16	more	more	ADV
cana-5519	215	17	varied	varied	ADJ
cana-5519	215	18	datasets	dataset	NOUN
cana-5519	215	19	,	,	PUNCT
cana-5519	215	20	and	and	CCONJ
cana-5519	215	21	enhanced	enhance	VERB
cana-5519	215	22	health	health	NOUN
cana-5519	215	23	risk	risk	NOUN
cana-5519	215	24	forecasting	forecasting	NOUN
cana-5519	215	25	.	.	PUNCT
cana-5519	216	1	furthermore	furthermore	ADV
cana-5519	216	2	,	,	PUNCT
cana-5519	216	3	the	the	DET
cana-5519	216	4	possible	possible	ADJ
cana-5519	216	5	addition	addition	NOUN
cana-5519	216	6	of	of	ADP
cana-5519	216	7	deep	deep	ADJ
cana-5519	216	8	learning	learning	NOUN
cana-5519	216	9	algorithms	algorithm	NOUN
cana-5519	216	10	may	may	AUX
cana-5519	216	11	enhance	enhance	VERB
cana-5519	216	12	interpretability	interpretability	NOUN
cana-5519	216	13	and	and	CCONJ
cana-5519	216	14	make	make	VERB
cana-5519	216	15	it	it	PRON
cana-5519	216	16	simpler	simple	ADJ
cana-5519	216	17	for	for	SCONJ
cana-5519	216	18	medical	medical	ADJ
cana-5519	216	19	experts	expert	NOUN
cana-5519	216	20	to	to	PART
cana-5519	216	21	use	use	VERB
cana-5519	216	22	the	the	DET
cana-5519	216	23	system	system	NOUN
cana-5519	216	24	.	.	PUNCT
cana-5519	217	1	lastly	lastly	ADV
cana-5519	217	2	,	,	PUNCT
cana-5519	217	3	interoperability	interoperability	NOUN
cana-5519	217	4	and	and	CCONJ
cana-5519	217	5	scalability	scalability	NOUN
cana-5519	217	6	are	be	AUX
cana-5519	217	7	important	important	ADJ
cana-5519	217	8	issues	issue	NOUN
cana-5519	217	9	that	that	PRON
cana-5519	217	10	must	must	AUX
cana-5519	217	11	be	be	AUX
cana-5519	217	12	resolved	resolve	VERB
cana-5519	217	13	for	for	SCONJ
cana-5519	217	14	the	the	DET
cana-5519	217	15	system	system	NOUN
cana-5519	217	16	to	to	PART
cana-5519	217	17	be	be	AUX
cana-5519	217	18	accepted	accept	VERB
cana-5519	217	19	.	.	PUNCT
cana-5519	218	1	although	although	SCONJ
cana-5519	218	2	health	health	NOUN
cana-5519	218	3	care	care	NOUN
cana-5519	218	4	infrastructures	infrastructure	NOUN
cana-5519	218	5	vary	vary	VERB
cana-5519	218	6	globally	globally	ADV
cana-5519	218	7	,	,	PUNCT
cana-5519	218	8	enabling	enable	VERB
cana-5519	218	9	enhanced	enhanced	ADJ
cana-5519	218	10	functionality	functionality	NOUN
cana-5519	218	11	and	and	CCONJ
cana-5519	218	12	integrating	integrate	VERB
cana-5519	218	13	the	the	DET
cana-5519	218	14	smart	smart	ADJ
cana-5519	218	15	health	health	NOUN
cana-5519	218	16	monitor	monitor	NOUN
cana-5519	218	17	with	with	ADP
cana-5519	218	18	current	current	ADJ
cana-5519	218	19	systems	system	NOUN
cana-5519	218	20	is	be	AUX
cana-5519	218	21	essential	essential	ADJ
cana-5519	218	22	to	to	ADP
cana-5519	218	23	its	its	PRON
cana-5519	218	24	ultimate	ultimate	ADJ
cana-5519	218	25	uptake	uptake	NOUN
cana-5519	218	26	.	.	PUNCT
cana-5519	219	1	furthermore	furthermore	ADV
cana-5519	219	2	,	,	PUNCT
cana-5519	219	3	improving	improve	VERB
cana-5519	219	4	data	datum	NOUN
cana-5519	219	5	security	security	NOUN
cana-5519	219	6	using	use	VERB
cana-5519	219	7	blockchain	blockchain	PROPN
cana-5519	219	8	technology	technology	NOUN
cana-5519	219	9	and	and	CCONJ
cana-5519	219	10	encryption	encryption	NOUN
cana-5519	219	11	would	would	AUX
cana-5519	219	12	allay	allay	VERB
cana-5519	219	13	worries	worry	NOUN
cana-5519	219	14	about	about	ADP
cana-5519	219	15	illegal	illegal	ADJ
cana-5519	219	16	access	access	NOUN
cana-5519	219	17	and	and	CCONJ
cana-5519	219	18	privacy	privacy	NOUN
cana-5519	219	19	invasion	invasion	NOUN
cana-5519	219	20	.	.	PUNCT
cana-5519	220	1	finally	finally	ADV
cana-5519	220	2	,	,	PUNCT
cana-5519	220	3	adding	add	VERB
cana-5519	220	4	real	real	ADJ
cana-5519	220	5	-	-	PUNCT
cana-5519	220	6	time	time	NOUN
cana-5519	220	7	medication	medication	NOUN
cana-5519	220	8	interactions	interaction	NOUN
cana-5519	220	9	and	and	CCONJ
cana-5519	220	10	mental	mental	ADJ
cana-5519	220	11	health	health	NOUN
cana-5519	220	12	monitoring	monitoring	NOUN
cana-5519	220	13	to	to	ADP
cana-5519	220	14	the	the	DET
cana-5519	220	15	system	system	NOUN
cana-5519	220	16	's	's	PART
cana-5519	220	17	functionality	functionality	NOUN
cana-5519	220	18	would	would	AUX
cana-5519	220	19	provide	provide	VERB
cana-5519	220	20	a	a	DET
cana-5519	220	21	more	more	ADV
cana-5519	220	22	comprehensive	comprehensive	ADJ
cana-5519	220	23	healthcare	healthcare	NOUN
cana-5519	220	24	solution	solution	NOUN
cana-5519	220	25	that	that	PRON
cana-5519	220	26	takes	take	VERB
cana-5519	220	27	into	into	ADP
cana-5519	220	28	account	account	NOUN
cana-5519	220	29	patients	patient	NOUN
cana-5519	220	30	'	'	PART
cana-5519	220	31	psychological	psychological	ADJ
cana-5519	220	32	and	and	CCONJ
cana-5519	220	33	physical	physical	ADJ
cana-5519	220	34	demands	demand	NOUN
cana-5519	220	35	.	.	PUNCT
cana-5519	221	1	references	reference	NOUN
cana-5519	221	2	:	:	PUNCT
cana-5519	222	1	[	[	X
cana-5519	222	2	1	1	NUM
cana-5519	222	3	]	]	X
cana-5519	222	4	mahmoud	mahmoud	PROPN
cana-5519	222	5	,	,	PUNCT
cana-5519	222	6	n.	n.	PROPN
cana-5519	222	7	,	,	PUNCT
cana-5519	222	8	et	et	PROPN
cana-5519	222	9	al	al	PROPN
cana-5519	222	10	.	.	PROPN
cana-5519	222	11	(	(	PUNCT
cana-5519	222	12	2020	2020	NUM
cana-5519	222	13	)	)	PUNCT
cana-5519	222	14	.	.	PUNCT
cana-5519	223	1	a	a	DET
cana-5519	223	2	framework	framework	NOUN
cana-5519	223	3	for	for	ADP
cana-5519	223	4	managing	manage	VERB
cana-5519	223	5	chronic	chronic	ADJ
cana-5519	223	6	diseases	disease	NOUN
cana-5519	223	7	through	through	ADP
cana-5519	223	8	continuous	continuous	ADJ
cana-5519	223	9	patient	patient	ADJ
cana-5519	223	10	monitoring	monitoring	NOUN
cana-5519	223	11	and	and	CCONJ
cana-5519	223	12	physician	physician	NOUN
cana-5519	223	13	collaboration	collaboration	NOUN
cana-5519	223	14	.	.	PUNCT
cana-5519	224	1	journal	journal	NOUN
cana-5519	224	2	of	of	ADP
cana-5519	224	3	healthcare	healthcare	PROPN
cana-5519	224	4	engineering	engineering	NOUN
cana-5519	224	5	,	,	PUNCT
cana-5519	224	6	2020	2020	NUM
cana-5519	224	7	,	,	PUNCT
cana-5519	224	8	1	1	NUM
cana-5519	224	9	-	-	SYM
cana-5519	224	10	12	12	NUM
cana-5519	224	11	.	.	PUNCT
cana-5519	225	1	[	[	X
cana-5519	225	2	2	2	NUM
cana-5519	225	3	]	]	PUNCT
cana-5519	225	4	taiwo	taiwo	NOUN
cana-5519	225	5	,	,	PUNCT
cana-5519	225	6	o.	o.	PROPN
cana-5519	225	7	,	,	PUNCT
cana-5519	225	8	et	et	PROPN
cana-5519	225	9	al	al	PROPN
cana-5519	225	10	.	.	PROPN
cana-5519	225	11	(	(	PUNCT
cana-5519	225	12	2020	2020	NUM
cana-5519	225	13	)	)	PUNCT
cana-5519	225	14	.	.	PUNCT
cana-5519	226	1	remote	remote	ADJ
cana-5519	226	2	smart	smart	ADJ
cana-5519	226	3	home	home	NOUN
cana-5519	226	4	healthcare	healthcare	NOUN
cana-5519	226	5	support	support	NOUN
cana-5519	226	6	system	system	NOUN
cana-5519	226	7	(	(	PUNCT
cana-5519	226	8	shhes	shhe	NOUN
cana-5519	226	9	)	)	PUNCT
cana-5519	226	10	for	for	ADP
cana-5519	226	11	health	health	NOUN
cana-5519	226	12	monitoring	monitoring	NOUN
cana-5519	226	13	during	during	ADP
cana-5519	226	14	the	the	DET
cana-5519	226	15	covid-19	covid-19	PROPN
cana-5519	226	16	pandemic	pandemic	NOUN
cana-5519	226	17	.	.	PUNCT
cana-5519	227	1	international	international	ADJ
cana-5519	227	2	journal	journal	PROPN
cana-5519	227	3	of	of	ADP
cana-5519	227	4	medical	medical	ADJ
cana-5519	227	5	informatics	informatic	NOUN
cana-5519	227	6	,	,	PUNCT
cana-5519	227	7	2020	2020	NUM
cana-5519	227	8	,	,	PUNCT
cana-5519	227	9	112	112	NUM
cana-5519	227	10	-	-	SYM
cana-5519	227	11	124	124	NUM
cana-5519	227	12	.	.	PUNCT
cana-5519	228	1	[	[	X
cana-5519	228	2	3	3	NUM
cana-5519	228	3	]	]	X
cana-5519	228	4	shaik	shaik	PROPN
cana-5519	228	5	,	,	PUNCT
cana-5519	228	6	t.	t.	PROPN
cana-5519	228	7	,	,	PUNCT
cana-5519	228	8	et	et	PROPN
cana-5519	228	9	al	al	PROPN
cana-5519	228	10	.	.	PROPN
cana-5519	229	1	(	(	PUNCT
cana-5519	229	2	2023	2023	NUM
cana-5519	229	3	)	)	PUNCT
cana-5519	229	4	.	.	PUNCT
cana-5519	230	1	adoption	adoption	NOUN
cana-5519	230	2	of	of	ADP
cana-5519	230	3	artificial	artificial	ADJ
cana-5519	230	4	intelligence	intelligence	NOUN
cana-5519	230	5	in	in	ADP
cana-5519	230	6	remote	remote	ADJ
cana-5519	230	7	patient	patient	ADJ
cana-5519	230	8	monitoring	monitoring	NOUN
cana-5519	230	9	systems	system	NOUN
cana-5519	230	10	:	:	PUNCT
cana-5519	230	11	benefits	benefit	NOUN
cana-5519	230	12	,	,	PUNCT
cana-5519	230	13	challenges	challenge	NOUN
cana-5519	230	14	,	,	PUNCT
cana-5519	230	15	and	and	CCONJ
cana-5519	230	16	future	future	ADJ
cana-5519	230	17	trends	trend	NOUN
cana-5519	230	18	.	.	PUNCT
cana-5519	231	1	journal	journal	NOUN
cana-5519	231	2	of	of	ADP
cana-5519	231	3	healthcare	healthcare	PROPN
cana-5519	231	4	technology	technology	NOUN
cana-5519	231	5	,	,	PUNCT
cana-5519	231	6	2023	2023	NUM
cana-5519	231	7	,	,	PUNCT
cana-5519	231	8	89	89	NUM
cana-5519	231	9	-	-	SYM
cana-5519	231	10	102	102	NUM
cana-5519	231	11	.	.	PUNCT
cana-5519	232	1	[	[	X
cana-5519	232	2	4	4	NUM
cana-5519	232	3	]	]	X
cana-5519	232	4	khan	khan	PROPN
cana-5519	232	5	,	,	PUNCT
cana-5519	232	6	f.	f.	PROPN
cana-5519	232	7	,	,	PUNCT
cana-5519	232	8	et	et	PROPN
cana-5519	232	9	al	al	PROPN
cana-5519	232	10	.	.	PROPN
cana-5519	232	11	(	(	PUNCT
cana-5519	232	12	2021	2021	NUM
cana-5519	232	13	)	)	PUNCT
cana-5519	232	14	.	.	PUNCT
cana-5519	233	1	the	the	DET
cana-5519	233	2	role	role	NOUN
cana-5519	233	3	of	of	ADP
cana-5519	233	4	big	big	ADJ
cana-5519	233	5	data	datum	NOUN
cana-5519	233	6	analytics	analytic	NOUN
cana-5519	233	7	and	and	CCONJ
cana-5519	233	8	machine	machine	NOUN
cana-5519	233	9	learning	learn	VERB
cana-5519	233	10	in	in	ADP
cana-5519	233	11	improving	improve	VERB
cana-5519	233	12	healthcare	healthcare	NOUN
cana-5519	233	13	systems	system	NOUN
cana-5519	233	14	through	through	ADP
cana-5519	233	15	iot	iot	VERB
cana-5519	233	16	-	-	PUNCT
cana-5519	233	17	enabled	enable	VERB
cana-5519	233	18	wearables	wearable	NOUN
cana-5519	233	19	.	.	PUNCT
cana-5519	234	1	ieee	ieee	NOUN
cana-5519	234	2	transactions	transaction	NOUN
cana-5519	234	3	on	on	ADP
cana-5519	234	4	industrial	industrial	ADJ
cana-5519	234	5	informatics	informatic	NOUN
cana-5519	234	6	,	,	PUNCT
cana-5519	234	7	2021	2021	NUM
cana-5519	234	8	,	,	PUNCT
cana-5519	234	9	32(3	32(3	NUM
cana-5519	234	10	)	)	PUNCT
cana-5519	234	11	,	,	PUNCT
cana-5519	234	12	445	445	NUM
cana-5519	234	13	-	-	SYM
cana-5519	234	14	456	456	NUM
cana-5519	234	15	.	.	PUNCT
cana-5519	235	1	[	[	X
cana-5519	235	2	5	5	NUM
cana-5519	235	3	]	]	PUNCT
cana-5519	235	4	owen	owen	PROPN
cana-5519	235	5	,	,	PUNCT
cana-5519	235	6	j.	j.	PROPN
cana-5519	235	7	,	,	PUNCT
cana-5519	235	8	et	et	PROPN
cana-5519	235	9	al	al	PROPN
cana-5519	235	10	.	.	PUNCT
cana-5519	235	11	(	(	PUNCT
cana-5519	235	12	2024	2024	NUM
cana-5519	235	13	)	)	PUNCT
cana-5519	235	14	.	.	PUNCT
cana-5519	236	1	the	the	DET
cana-5519	236	2	transformative	transformative	ADJ
cana-5519	236	3	impact	impact	NOUN
cana-5519	236	4	of	of	ADP
cana-5519	236	5	iot	iot	ADJ
cana-5519	236	6	and	and	CCONJ
cana-5519	236	7	predictive	predictive	ADJ
cana-5519	236	8	analytics	analytic	NOUN
cana-5519	236	9	in	in	ADP
cana-5519	236	10	smart	smart	ADJ
cana-5519	236	11	healthcare	healthcare	NOUN
cana-5519	236	12	systems	system	NOUN
cana-5519	236	13	.	.	PUNCT
cana-5519	237	1	journal	journal	PROPN
cana-5519	237	2	of	of	ADP
cana-5519	237	3	medical	medical	ADJ
cana-5519	237	4	systems	system	NOUN
cana-5519	237	5	,	,	PUNCT
cana-5519	237	6	2024	2024	NUM
cana-5519	237	7	,	,	PUNCT
cana-5519	237	8	48(5	48(5	NUM
cana-5519	237	9	)	)	PUNCT
cana-5519	237	10	,	,	PUNCT
cana-5519	237	11	15	15	NUM
cana-5519	237	12	-	-	SYM
cana-5519	237	13	30	30	NUM
cana-5519	237	14	.	.	PUNCT
cana-5519	238	1	[	[	X
cana-5519	238	2	6	6	NUM
cana-5519	238	3	]	]	X
cana-5519	238	4	zhang	zhang	PROPN
cana-5519	238	5	,	,	PUNCT
cana-5519	238	6	y.	y.	PROPN
cana-5519	238	7	,	,	PUNCT
cana-5519	238	8	&	&	CCONJ
cana-5519	238	9	li	li	PROPN
cana-5519	238	10	,	,	PUNCT
cana-5519	238	11	x.	x.	NOUN
cana-5519	238	12	(	(	PUNCT
cana-5519	238	13	2021	2021	NUM
cana-5519	238	14	)	)	PUNCT
cana-5519	238	15	.	.	PUNCT
cana-5519	239	1	predictive	predictive	ADJ
cana-5519	239	2	analytics	analytic	NOUN
cana-5519	239	3	in	in	ADP
cana-5519	239	4	healthcare	healthcare	PROPN
cana-5519	239	5	:	:	PUNCT
cana-5519	239	6	an	an	DET
cana-5519	239	7	overview	overview	NOUN
cana-5519	239	8	of	of	ADP
cana-5519	239	9	trends	trend	NOUN
cana-5519	239	10	and	and	CCONJ
cana-5519	239	11	applications	application	NOUN
cana-5519	239	12	in	in	ADP
cana-5519	239	13	health	health	NOUN
cana-5519	239	14	monitoring	monitoring	NOUN
cana-5519	239	15	.	.	PUNCT
cana-5519	240	1	healthcare	healthcare	PROPN
cana-5519	240	2	informatics	informatics	PROPN
cana-5519	240	3	research	research	PROPN
cana-5519	240	4	,	,	PUNCT
cana-5519	240	5	27(4	27(4	PROPN
cana-5519	240	6	)	)	PUNCT
cana-5519	240	7	,	,	PUNCT
cana-5519	240	8	259	259	NUM
cana-5519	240	9	-	-	SYM
cana-5519	240	10	267	267	NUM
cana-5519	240	11	.	.	PUNCT
cana-5519	241	1	[	[	X
cana-5519	241	2	7	7	NUM
cana-5519	241	3	]	]	X
cana-5519	241	4	kumar	kumar	PROPN
cana-5519	241	5	,	,	PUNCT
cana-5519	241	6	s.	s.	PROPN
cana-5519	241	7	,	,	PUNCT
cana-5519	241	8	&	&	CCONJ
cana-5519	241	9	singh	singh	PROPN
cana-5519	241	10	,	,	PUNCT
cana-5519	241	11	r.	r.	PROPN
cana-5519	241	12	(	(	PUNCT
cana-5519	241	13	2020	2020	NUM
cana-5519	241	14	)	)	PUNCT
cana-5519	241	15	.	.	PUNCT
cana-5519	241	16	machine	machine	NOUN
cana-5519	241	17	learning	learn	VERB
cana-5519	241	18	for	for	ADP
cana-5519	241	19	predictive	predictive	ADJ
cana-5519	241	20	healthcare	healthcare	NOUN
cana-5519	241	21	:	:	PUNCT
cana-5519	241	22	a	a	DET
cana-5519	241	23	survey	survey	NOUN
cana-5519	241	24	of	of	ADP
cana-5519	241	25	current	current	ADJ
cana-5519	241	26	and	and	CCONJ
cana-5519	241	27	future	future	ADJ
cana-5519	241	28	trends	trend	NOUN
cana-5519	241	29	.	.	PUNCT
cana-5519	242	1	journal	journal	NOUN
cana-5519	242	2	of	of	ADP
cana-5519	242	3	medical	medical	ADJ
cana-5519	242	4	imaging	imaging	NOUN
cana-5519	242	5	and	and	CCONJ
cana-5519	242	6	health	health	NOUN
cana-5519	242	7	informatics	informatic	NOUN
cana-5519	242	8	,	,	PUNCT
cana-5519	242	9	10(8	10(8	NOUN
cana-5519	242	10	)	)	PUNCT
cana-5519	242	11	,	,	PUNCT
cana-5519	242	12	1974	1974	NUM
cana-5519	242	13	-	-	SYM
cana-5519	242	14	1984	1984	NUM
cana-5519	242	15	.	.	PUNCT
cana-5519	243	1	communications	communication	NOUN
cana-5519	243	2	on	on	ADP
cana-5519	243	3	applied	apply	VERB
cana-5519	243	4	nonlinear	nonlinear	ADJ
cana-5519	243	5	analysis	analysis	NOUN
cana-5519	243	6	issn	issn	NOUN
cana-5519	243	7	:	:	PUNCT
cana-5519	243	8	1074	1074	NUM
cana-5519	243	9	-	-	PUNCT
cana-5519	243	10	133x	133x	NUM
cana-5519	243	11	vol	vol	NOUN
cana-5519	243	12	32	32	NUM
cana-5519	243	13	no	no	NOUN
cana-5519	243	14	.	.	PUNCT
cana-5519	244	1	3s	3s	NUM
cana-5519	244	2	(	(	PUNCT
cana-5519	244	3	2025	2025	NUM
cana-5519	244	4	)	)	PUNCT
cana-5519	244	5	758	758	NUM
cana-5519	244	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-5519	245	1	[	[	X
cana-5519	245	2	8	8	NUM
cana-5519	245	3	]	]	X
cana-5519	245	4	patel	patel	NOUN
cana-5519	245	5	,	,	PUNCT
cana-5519	245	6	v.	v.	ADV
cana-5519	245	7	,	,	PUNCT
cana-5519	245	8	&	&	CCONJ
cana-5519	245	9	patel	patel	PROPN
cana-5519	245	10	,	,	PUNCT
cana-5519	245	11	s.	s.	PROPN
cana-5519	245	12	(	(	PUNCT
cana-5519	245	13	2021	2021	NUM
cana-5519	245	14	)	)	PUNCT
cana-5519	245	15	.	.	PUNCT
cana-5519	246	1	smart	smart	ADJ
cana-5519	246	2	wearable	wearable	ADJ
cana-5519	246	3	devices	device	NOUN
cana-5519	246	4	and	and	CCONJ
cana-5519	246	5	their	their	PRON
cana-5519	246	6	impact	impact	NOUN
cana-5519	246	7	on	on	ADP
cana-5519	246	8	chronic	chronic	ADJ
cana-5519	246	9	disease	disease	NOUN
cana-5519	246	10	management	management	NOUN
cana-5519	246	11	.	.	PUNCT
cana-5519	247	1	journal	journal	PROPN
cana-5519	247	2	of	of	ADP
cana-5519	247	3	health	health	NOUN
cana-5519	247	4	technology	technology	NOUN
cana-5519	247	5	and	and	CCONJ
cana-5519	247	6	innovation	innovation	NOUN
cana-5519	247	7	,	,	PUNCT
cana-5519	247	8	5(3	5(3	NUM
cana-5519	247	9	)	)	PUNCT
cana-5519	247	10	,	,	PUNCT
cana-5519	247	11	202	202	NUM
cana-5519	247	12	-	-	SYM
cana-5519	247	13	210	210	NUM
cana-5519	247	14	.	.	PUNCT
cana-5519	248	1	[	[	X
cana-5519	248	2	9	9	NUM
cana-5519	248	3	]	]	X
cana-5519	248	4	wang	wang	PROPN
cana-5519	248	5	,	,	PUNCT
cana-5519	248	6	y.	y.	PROPN
cana-5519	248	7	,	,	PUNCT
cana-5519	248	8	et	et	PROPN
cana-5519	248	9	al	al	PROPN
cana-5519	248	10	.	.	PROPN
cana-5519	248	11	(	(	PUNCT
cana-5519	248	12	2020	2020	NUM
cana-5519	248	13	)	)	PUNCT
cana-5519	248	14	.	.	PUNCT
cana-5519	248	15	iot	iot	PROPN
cana-5519	248	16	-	-	PUNCT
cana-5519	248	17	based	base	VERB
cana-5519	248	18	health	health	NOUN
cana-5519	248	19	monitoring	monitoring	NOUN
cana-5519	248	20	systems	system	NOUN
cana-5519	248	21	for	for	ADP
cana-5519	248	22	personalized	personalized	ADJ
cana-5519	248	23	medicine	medicine	NOUN
cana-5519	248	24	.	.	PUNCT
cana-5519	249	1	journal	journal	NOUN
cana-5519	249	2	of	of	ADP
cana-5519	249	3	personalized	personalized	ADJ
cana-5519	249	4	medicine	medicine	NOUN
cana-5519	249	5	,	,	PUNCT
cana-5519	249	6	10(4	10(4	NUM
cana-5519	249	7	)	)	PUNCT
cana-5519	249	8	,	,	PUNCT
cana-5519	249	9	56	56	NUM
cana-5519	249	10	-	-	SYM
cana-5519	249	11	64	64	NUM
cana-5519	249	12	.	.	PUNCT
cana-5519	250	1	[	[	X
cana-5519	250	2	10	10	NUM
cana-5519	250	3	]	]	X
cana-5519	250	4	kim	kim	PROPN
cana-5519	250	5	,	,	PUNCT
cana-5519	250	6	j.	j.	PROPN
cana-5519	250	7	,	,	PUNCT
cana-5519	250	8	&	&	CCONJ
cana-5519	250	9	choi	choi	PROPN
cana-5519	250	10	,	,	PUNCT
cana-5519	250	11	y.	y.	PROPN
cana-5519	250	12	(	(	PUNCT
cana-5519	250	13	2022	2022	NUM
cana-5519	250	14	)	)	PUNCT
cana-5519	250	15	.	.	PUNCT
cana-5519	251	1	ai	ai	VERB
cana-5519	251	2	-	-	PUNCT
cana-5519	251	3	enabled	enable	VERB
cana-5519	251	4	systems	system	NOUN
cana-5519	251	5	in	in	ADP
cana-5519	251	6	healthcare	healthcare	PROPN
cana-5519	251	7	:	:	PUNCT
cana-5519	251	8	the	the	DET
cana-5519	251	9	role	role	NOUN
cana-5519	251	10	of	of	ADP
cana-5519	251	11	iot	iot	ADJ
cana-5519	251	12	and	and	CCONJ
cana-5519	251	13	predictive	predictive	ADJ
cana-5519	251	14	analytics	analytic	NOUN
cana-5519	251	15	.	.	PUNCT
cana-5519	252	1	artificial	artificial	ADJ
cana-5519	252	2	intelligence	intelligence	NOUN
cana-5519	252	3	in	in	ADP
cana-5519	252	4	medicine	medicine	NOUN
cana-5519	252	5	,	,	PUNCT
cana-5519	252	6	117	117	NUM
cana-5519	252	7	,	,	PUNCT
cana-5519	252	8	58	58	NUM
cana-5519	252	9	-	-	SYM
cana-5519	252	10	69	69	NUM
cana-5519	252	11	.	.	PUNCT
cana-5519	253	1	[	[	X
cana-5519	253	2	11	11	NUM
cana-5519	253	3	]	]	SYM
cana-5519	253	4	clark	clark	NOUN
cana-5519	253	5	,	,	PUNCT
cana-5519	253	6	t.	t.	PROPN
cana-5519	253	7	,	,	PUNCT
cana-5519	253	8	&	&	CCONJ
cana-5519	253	9	davis	davis	PROPN
cana-5519	253	10	,	,	PUNCT
cana-5519	253	11	m.	m.	NOUN
cana-5519	253	12	(	(	PUNCT
cana-5519	253	13	2020	2020	NUM
cana-5519	253	14	)	)	PUNCT
cana-5519	253	15	.	.	PUNCT
cana-5519	254	1	improving	improve	VERB
cana-5519	254	2	healthcare	healthcare	NOUN
cana-5519	254	3	delivery	delivery	NOUN
cana-5519	254	4	using	use	VERB
cana-5519	254	5	real	real	ADJ
cana-5519	254	6	-	-	PUNCT
cana-5519	254	7	time	time	NOUN
cana-5519	254	8	health	health	NOUN
cana-5519	254	9	data	datum	NOUN
cana-5519	254	10	from	from	ADP
cana-5519	254	11	iot	iot	PROPN
cana-5519	254	12	devices	device	NOUN
cana-5519	254	13	.	.	PUNCT
cana-5519	255	1	journal	journal	PROPN
cana-5519	255	2	of	of	ADP
cana-5519	255	3	healthcare	healthcare	PROPN
cana-5519	255	4	management	management	PROPN
cana-5519	255	5	,	,	PUNCT
cana-5519	255	6	45(6	45(6	NOUN
cana-5519	255	7	)	)	PUNCT
cana-5519	255	8	,	,	PUNCT
cana-5519	255	9	510	510	NUM
cana-5519	255	10	-	-	SYM
cana-5519	255	11	520	520	NUM
cana-5519	255	12	.	.	PUNCT
cana-5519	256	1	[	[	X
cana-5519	256	2	12	12	NUM
cana-5519	256	3	]	]	X
cana-5519	256	4	gupta	gupta	PROPN
cana-5519	256	5	,	,	PUNCT
cana-5519	256	6	n.	n.	NOUN
cana-5519	256	7	,	,	PUNCT
cana-5519	256	8	&	&	CCONJ
cana-5519	256	9	mehta	mehta	PROPN
cana-5519	256	10	,	,	PUNCT
cana-5519	256	11	a.	a.	NOUN
cana-5519	256	12	(	(	PUNCT
cana-5519	256	13	2021	2021	NUM
cana-5519	256	14	)	)	PUNCT
cana-5519	256	15	.	.	PUNCT
cana-5519	257	1	big	big	ADJ
cana-5519	257	2	data	datum	NOUN
cana-5519	257	3	in	in	ADP
cana-5519	257	4	healthcare	healthcare	PROPN
cana-5519	257	5	:	:	PUNCT
cana-5519	257	6	managing	manage	VERB
cana-5519	257	7	challenges	challenge	NOUN
cana-5519	257	8	and	and	CCONJ
cana-5519	257	9	opportunities	opportunity	NOUN
cana-5519	257	10	for	for	ADP
cana-5519	257	11	improved	improved	ADJ
cana-5519	257	12	care	care	NOUN
cana-5519	257	13	delivery	delivery	NOUN
cana-5519	257	14	.	.	PUNCT
cana-5519	258	1	health	health	NOUN
cana-5519	258	2	information	information	NOUN
cana-5519	258	3	science	science	NOUN
cana-5519	258	4	and	and	CCONJ
cana-5519	258	5	systems	system	NOUN
cana-5519	258	6	,	,	PUNCT
cana-5519	258	7	9(1	9(1	NUM
cana-5519	258	8	)	)	PUNCT
cana-5519	258	9	,	,	PUNCT
cana-5519	258	10	11	11	NUM
cana-5519	258	11	-	-	SYM
cana-5519	258	12	20	20	NUM
cana-5519	258	13	.	.	PUNCT