id	sid	tid	token	lemma	pos
cana-4625	1	1	communications	communication	NOUN
cana-4625	1	2	on	on	ADP
cana-4625	1	3	applied	apply	VERB
cana-4625	1	4	nonlinear	nonlinear	ADJ
cana-4625	1	5	analysis	analysis	NOUN
cana-4625	1	6	issn	issn	NOUN
cana-4625	1	7	:	:	PUNCT
cana-4625	1	8	1074	1074	NUM
cana-4625	1	9	-	-	PUNCT
cana-4625	1	10	133x	133x	NUM
cana-4625	1	11	vol	vol	NOUN
cana-4625	1	12	32	32	NUM
cana-4625	1	13	no	no	NOUN
cana-4625	1	14	.	.	PUNCT
cana-4625	2	1	9s	9s	NUM
cana-4625	2	2	(	(	PUNCT
cana-4625	2	3	2025	2025	NUM
cana-4625	2	4	)	)	PUNCT
cana-4625	2	5	3091	3091	NUM
cana-4625	2	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-4625	3	1	the	the	DET
cana-4625	3	2	future	future	NOUN
cana-4625	3	3	of	of	ADP
cana-4625	3	4	child	child	NOUN
cana-4625	3	5	welfare	welfare	NOUN
cana-4625	3	6	:	:	PUNCT
cana-4625	3	7	predictive	predictive	ADJ
cana-4625	3	8	analytics	analytic	NOUN
cana-4625	3	9	insights	insight	VERB
cana-4625	3	10	mahesh	mahesh	PROPN
cana-4625	3	11	ashok	ashok	PROPN
cana-4625	3	12	mahant1	mahant1	PROPN
cana-4625	3	13	,	,	PUNCT
cana-4625	3	14	p.	p.	NOUN
cana-4625	3	15	vidyullatha2	vidyullatha2	NOUN
cana-4625	4	1	1research	1research	NUM
cana-4625	4	2	scholar	scholar	NOUN
cana-4625	4	3	,	,	PUNCT
cana-4625	4	4	2associate	2associate	NUM
cana-4625	4	5	professor	professor	NOUN
cana-4625	4	6	,	,	PUNCT
cana-4625	4	7	1	1	NUM
cana-4625	4	8	,	,	PUNCT
cana-4625	4	9	2	2	NUM
cana-4625	4	10	department	department	NOUN
cana-4625	4	11	of	of	ADP
cana-4625	4	12	computer	computer	NOUN
cana-4625	4	13	science	science	NOUN
cana-4625	4	14	and	and	CCONJ
cana-4625	4	15	engineering	engineering	NOUN
cana-4625	4	16	,	,	PUNCT
cana-4625	4	17	konerulakshmaiah	konerulakshmaiah	PROPN
cana-4625	4	18	education	education	PROPN
cana-4625	4	19	foundation	foundation	PROPN
cana-4625	4	20	,	,	PUNCT
cana-4625	4	21	vaddeswaram	vaddeswaram	PROPN
cana-4625	4	22	,	,	PUNCT
cana-4625	4	23	ap	ap	PROPN
cana-4625	4	24	,	,	PUNCT
cana-4625	4	25	india	india	PROPN
cana-4625	4	26	maheshamahant@gmail.com1	maheshamahant@gmail.com1	PROPN
cana-4625	4	27	,	,	PUNCT
cana-4625	4	28	pvidyullatha@kluniversity.in2	pvidyullatha@kluniversity.in2	ADJ
cana-4625	4	29	article	article	NOUN
cana-4625	4	30	history	history	NOUN
cana-4625	4	31	:	:	PUNCT
cana-4625	4	32	received	receive	VERB
cana-4625	4	33	:	:	PUNCT
cana-4625	4	34	26	26	NUM
cana-4625	4	35	-	-	PUNCT
cana-4625	4	36	02	02	NUM
cana-4625	4	37	-	-	PUNCT
cana-4625	4	38	2025	2025	NUM
cana-4625	4	39	revised	revise	VERB
cana-4625	4	40	:	:	PUNCT
cana-4625	4	41	15	15	NUM
cana-4625	4	42	-	-	SYM
cana-4625	4	43	03	03	NUM
cana-4625	4	44	-	-	PUNCT
cana-4625	4	45	2025	2025	NUM
cana-4625	4	46	accepted	accept	VERB
cana-4625	4	47	:	:	PUNCT
cana-4625	4	48	28	28	NUM
cana-4625	4	49	-	-	SYM
cana-4625	4	50	03	03	NUM
cana-4625	4	51	-	-	PUNCT
cana-4625	4	52	2025	2025	NUM
cana-4625	4	53	abstract	abstract	NOUN
cana-4625	4	54	:	:	PUNCT
cana-4625	4	55	when	when	SCONJ
cana-4625	4	56	the	the	DET
cana-4625	4	57	availability	availability	NOUN
cana-4625	4	58	of	of	ADP
cana-4625	4	59	data	datum	NOUN
cana-4625	4	60	is	be	AUX
cana-4625	4	61	continuously	continuously	ADV
cana-4625	4	62	growing	grow	VERB
cana-4625	4	63	,	,	PUNCT
cana-4625	4	64	predictive	predictive	ADJ
cana-4625	4	65	analytics	analytic	NOUN
cana-4625	4	66	has	have	AUX
cana-4625	4	67	emerged	emerge	VERB
cana-4625	4	68	as	as	ADP
cana-4625	4	69	progressively	progressively	ADV
cana-4625	4	70	important	important	ADJ
cana-4625	4	71	instrument	instrument	NOUN
cana-4625	4	72	for	for	ADP
cana-4625	4	73	the	the	DET
cana-4625	4	74	provision	provision	NOUN
cana-4625	4	75	of	of	ADP
cana-4625	4	76	child	child	NOUN
cana-4625	4	77	health	health	NOUN
cana-4625	4	78	services	service	NOUN
cana-4625	4	79	and	and	CCONJ
cana-4625	4	80	the	the	DET
cana-4625	4	81	implementation	implementation	NOUN
cana-4625	4	82	of	of	ADP
cana-4625	4	83	child	child	NOUN
cana-4625	4	84	protection	protection	NOUN
cana-4625	4	85	measures	measure	NOUN
cana-4625	4	86	.	.	PUNCT
cana-4625	5	1	this	this	DET
cana-4625	5	2	cutting	cut	VERB
cana-4625	5	3	-	-	PUNCT
cana-4625	5	4	edge	edge	NOUN
cana-4625	5	5	technology	technology	NOUN
cana-4625	5	6	makes	make	VERB
cana-4625	5	7	use	use	NOUN
cana-4625	5	8	of	of	ADP
cana-4625	5	9	data	datum	NOUN
cana-4625	5	10	gathered	gather	VERB
cana-4625	5	11	from	from	ADP
cana-4625	5	12	prior	prior	ADJ
cana-4625	5	13	occurrences	occurrence	NOUN
cana-4625	5	14	in	in	ADP
cana-4625	5	15	order	order	NOUN
cana-4625	5	16	to	to	PART
cana-4625	5	17	forecast	forecast	VERB
cana-4625	5	18	future	future	ADJ
cana-4625	5	19	patterns	pattern	NOUN
cana-4625	5	20	and	and	CCONJ
cana-4625	5	21	results	result	NOUN
cana-4625	5	22	.	.	PUNCT
cana-4625	6	1	as	as	ADP
cana-4625	6	2	a	a	DET
cana-4625	6	3	result	result	NOUN
cana-4625	6	4	,	,	PUNCT
cana-4625	6	5	child	child	NOUN
cana-4625	6	6	welfare	welfare	NOUN
cana-4625	6	7	groups	group	NOUN
cana-4625	6	8	are	be	AUX
cana-4625	6	9	able	able	ADJ
cana-4625	6	10	to	to	PART
cana-4625	6	11	make	make	VERB
cana-4625	6	12	more	more	ADV
cana-4625	6	13	informed	informed	ADJ
cana-4625	6	14	judgments	judgment	NOUN
cana-4625	6	15	regarding	regard	VERB
cana-4625	6	16	how	how	SCONJ
cana-4625	6	17	to	to	PART
cana-4625	6	18	provide	provide	VERB
cana-4625	6	19	the	the	DET
cana-4625	6	20	best	good	ADJ
cana-4625	6	21	possible	possible	ADJ
cana-4625	6	22	service	service	NOUN
cana-4625	6	23	to	to	ADP
cana-4625	6	24	their	their	PRON
cana-4625	6	25	clients	client	NOUN
cana-4625	6	26	.	.	PUNCT
cana-4625	7	1	nevertheless	nevertheless	ADV
cana-4625	7	2	,	,	PUNCT
cana-4625	7	3	like	like	ADP
cana-4625	7	4	any	any	DET
cana-4625	7	5	new	new	ADJ
cana-4625	7	6	data	data	NOUN
cana-4625	7	7	-	-	PUNCT
cana-4625	7	8	driven	drive	VERB
cana-4625	7	9	technology	technology	NOUN
cana-4625	7	10	,	,	PUNCT
cana-4625	7	11	predictive	predictive	ADJ
cana-4625	7	12	analytics	analytic	NOUN
cana-4625	7	13	needs	need	VERB
cana-4625	7	14	to	to	PART
cana-4625	7	15	be	be	AUX
cana-4625	7	16	utilized	utilize	VERB
cana-4625	7	17	in	in	ADP
cana-4625	7	18	a	a	DET
cana-4625	7	19	responsible	responsible	ADJ
cana-4625	7	20	manner	manner	NOUN
cana-4625	7	21	in	in	ADP
cana-4625	7	22	order	order	NOUN
cana-4625	7	23	to	to	PART
cana-4625	7	24	guarantee	guarantee	VERB
cana-4625	7	25	that	that	SCONJ
cana-4625	7	26	operations	operation	NOUN
cana-4625	7	27	are	be	AUX
cana-4625	7	28	both	both	ADV
cana-4625	7	29	productive	productive	ADJ
cana-4625	7	30	and	and	CCONJ
cana-4625	7	31	ethical	ethical	ADJ
cana-4625	7	32	.	.	PUNCT
cana-4625	8	1	artificial	artificial	ADJ
cana-4625	8	2	intelligence(ai	intelligence(ai	PROPN
cana-4625	8	3	)	)	PUNCT
cana-4625	8	4	and	and	CCONJ
cana-4625	8	5	machine	machine	NOUN
cana-4625	8	6	learning(ml	learning(ml	PROPN
cana-4625	8	7	)	)	PUNCT
cana-4625	8	8	have	have	AUX
cana-4625	8	9	developed	develop	VERB
cana-4625	8	10	&	&	CCONJ
cana-4625	8	11	increasingly	increasingly	ADV
cana-4625	8	12	widespread	widespread	ADJ
cana-4625	8	13	in	in	ADP
cana-4625	8	14	modern	modern	ADJ
cana-4625	8	15	years	year	NOUN
cana-4625	8	16	,	,	PUNCT
cana-4625	8	17	which	which	PRON
cana-4625	8	18	has	have	AUX
cana-4625	8	19	managed	manage	VERB
cana-4625	8	20	to	to	ADP
cana-4625	8	21	an	an	DET
cana-4625	8	22	increase	increase	NOUN
cana-4625	8	23	in	in	ADP
cana-4625	8	24	the	the	DET
cana-4625	8	25	significance	significance	NOUN
cana-4625	8	26	of	of	ADP
cana-4625	8	27	healthcare	healthcare	NOUN
cana-4625	8	28	forecasting	forecasting	NOUN
cana-4625	8	29	in	in	ADP
cana-4625	8	30	the	the	DET
cana-4625	8	31	healthcare	healthcare	NOUN
cana-4625	8	32	industry	industry	NOUN
cana-4625	8	33	.	.	PUNCT
cana-4625	9	1	in	in	ADP
cana-4625	9	2	addition	addition	NOUN
cana-4625	9	3	,	,	PUNCT
cana-4625	9	4	forecasting	forecast	VERB
cana-4625	9	5	in	in	ADP
cana-4625	9	6	the	the	DET
cana-4625	9	7	healthcare	healthcare	NOUN
cana-4625	9	8	industry	industry	NOUN
cana-4625	9	9	can	can	AUX
cana-4625	9	10	be	be	AUX
cana-4625	9	11	utilized	utilize	VERB
cana-4625	9	12	to	to	PART
cana-4625	9	13	enhance	enhance	VERB
cana-4625	9	14	both	both	DET
cana-4625	9	15	the	the	DET
cana-4625	9	16	precision	precision	NOUN
cana-4625	9	17	and	and	CCONJ
cana-4625	9	18	the	the	DET
cana-4625	9	19	speed	speed	NOUN
cana-4625	9	20	of	of	ADP
cana-4625	9	21	diagnosis	diagnosis	NOUN
cana-4625	9	22	.	.	PUNCT
cana-4625	10	1	physicians	physician	NOUN
cana-4625	10	2	and	and	CCONJ
cana-4625	10	3	other	other	ADJ
cana-4625	10	4	medical	medical	ADJ
cana-4625	10	5	personnel	personnel	NOUN
cana-4625	10	6	are	be	AUX
cana-4625	10	7	able	able	ADJ
cana-4625	10	8	to	to	PART
cana-4625	10	9	identify	identify	VERB
cana-4625	10	10	and	and	CCONJ
cana-4625	10	11	treat	treat	VERB
cana-4625	10	12	patients	patient	NOUN
cana-4625	10	13	more	more	ADV
cana-4625	10	14	promptly	promptly	ADV
cana-4625	10	15	and	and	CCONJ
cana-4625	10	16	effectively	effectively	ADV
cana-4625	10	17	when	when	SCONJ
cana-4625	10	18	they	they	PRON
cana-4625	10	19	are	be	AUX
cana-4625	10	20	able	able	ADJ
cana-4625	10	21	to	to	PART
cana-4625	10	22	anticipate	anticipate	VERB
cana-4625	10	23	possible	possible	ADJ
cana-4625	10	24	medical	medical	ADJ
cana-4625	10	25	events	event	NOUN
cana-4625	10	26	.	.	PUNCT
cana-4625	11	1	the	the	DET
cana-4625	11	2	outcomes	outcome	NOUN
cana-4625	11	3	for	for	ADP
cana-4625	11	4	patients	patient	NOUN
cana-4625	11	5	may	may	AUX
cana-4625	11	6	improve	improve	VERB
cana-4625	11	7	as	as	ADP
cana-4625	11	8	a	a	DET
cana-4625	11	9	consequence	consequence	NOUN
cana-4625	11	10	of	of	ADP
cana-4625	11	11	this	this	PRON
cana-4625	11	12	,	,	PUNCT
cana-4625	11	13	and	and	CCONJ
cana-4625	11	14	it	it	PRON
cana-4625	11	15	may	may	AUX
cana-4625	11	16	even	even	ADV
cana-4625	11	17	contribute	contribute	VERB
cana-4625	11	18	to	to	AUX
cana-4625	11	19	cost	cost	NOUN
cana-4625	11	20	savings	saving	NOUN
cana-4625	11	21	.	.	PUNCT
cana-4625	12	1	the	the	DET
cana-4625	12	2	modeling	modeling	NOUN
cana-4625	12	3	of	of	ADP
cana-4625	12	4	human	human	ADJ
cana-4625	12	5	cognition	cognition	NOUN
cana-4625	12	6	made	make	VERB
cana-4625	12	7	possible	possible	ADJ
cana-4625	12	8	by	by	ADP
cana-4625	12	9	these	these	DET
cana-4625	12	10	technologies	technology	NOUN
cana-4625	12	11	not	not	PART
cana-4625	12	12	only	only	ADV
cana-4625	12	13	offers	offer	VERB
cana-4625	12	14	considerable	considerable	ADJ
cana-4625	12	15	therapeutic	therapeutic	ADJ
cana-4625	12	16	aid	aid	NOUN
cana-4625	12	17	but	but	CCONJ
cana-4625	12	18	also	also	ADV
cana-4625	12	19	has	have	VERB
cana-4625	12	20	the	the	DET
cana-4625	12	21	ability	ability	NOUN
cana-4625	12	22	to	to	PART
cana-4625	12	23	diagnose	diagnose	VERB
cana-4625	12	24	disorders	disorder	NOUN
cana-4625	12	25	.	.	PUNCT
cana-4625	13	1	the	the	DET
cana-4625	13	2	purpose	purpose	NOUN
cana-4625	13	3	of	of	ADP
cana-4625	13	4	the	the	DET
cana-4625	13	5	papers	paper	NOUN
cana-4625	13	6	that	that	PRON
cana-4625	13	7	are	be	AUX
cana-4625	13	8	included	include	VERB
cana-4625	13	9	in	in	ADP
cana-4625	13	10	this	this	DET
cana-4625	13	11	work	work	NOUN
cana-4625	13	12	is	be	AUX
cana-4625	13	13	to	to	PART
cana-4625	13	14	make	make	VERB
cana-4625	13	15	predictions	prediction	NOUN
cana-4625	13	16	about	about	ADP
cana-4625	13	17	the	the	DET
cana-4625	13	18	healthcare	healthcare	NOUN
cana-4625	13	19	of	of	ADP
cana-4625	13	20	children	child	NOUN
cana-4625	13	21	by	by	ADP
cana-4625	13	22	utilizing	utilize	VERB
cana-4625	13	23	machine	machine	NOUN
cana-4625	13	24	learning	learn	VERB
cana-4625	13	25	techniques	technique	NOUN
cana-4625	13	26	.	.	PUNCT
cana-4625	14	1	database	database	NOUN
cana-4625	14	2	management	management	NOUN
cana-4625	14	3	system	system	NOUN
cana-4625	14	4	mysql	mysql	NOUN
cana-4625	14	5	is	be	AUX
cana-4625	14	6	used	use	VERB
cana-4625	14	7	to	to	PART
cana-4625	14	8	keep	keep	VERB
cana-4625	14	9	track	track	NOUN
cana-4625	14	10	of	of	ADP
cana-4625	14	11	vaccination	vaccination	NOUN
cana-4625	14	12	facts	fact	NOUN
cana-4625	14	13	,	,	PUNCT
cana-4625	14	14	while	while	SCONJ
cana-4625	14	15	decision	decision	NOUN
cana-4625	14	16	tree	tree	NOUN
cana-4625	14	17	is	be	AUX
cana-4625	14	18	used	use	VERB
cana-4625	14	19	to	to	PART
cana-4625	14	20	make	make	VERB
cana-4625	14	21	predictions	prediction	NOUN
cana-4625	14	22	about	about	ADP
cana-4625	14	23	diseases	disease	NOUN
cana-4625	14	24	.	.	PUNCT
cana-4625	15	1	in	in	ADP
cana-4625	15	2	order	order	NOUN
cana-4625	15	3	to	to	PART
cana-4625	15	4	provide	provide	VERB
cana-4625	15	5	assistance	assistance	NOUN
cana-4625	15	6	to	to	ADP
cana-4625	15	7	parents	parent	NOUN
cana-4625	15	8	in	in	ADP
cana-4625	15	9	their	their	PRON
cana-4625	15	10	efforts	effort	NOUN
cana-4625	15	11	to	to	PART
cana-4625	15	12	heal	heal	VERB
cana-4625	15	13	their	their	PRON
cana-4625	15	14	children	child	NOUN
cana-4625	15	15	,	,	PUNCT
cana-4625	15	16	the	the	DET
cana-4625	15	17	framework	framework	NOUN
cana-4625	15	18	was	be	AUX
cana-4625	15	19	developed	develop	VERB
cana-4625	15	20	.	.	PUNCT
cana-4625	16	1	keywords	keyword	NOUN
cana-4625	16	2	:	:	PUNCT
cana-4625	16	3	child	child	NOUN
cana-4625	16	4	healthcare	healthcare	PROPN
cana-4625	16	5	system	system	NOUN
cana-4625	16	6	,	,	PUNCT
cana-4625	16	7	machine	machine	NOUN
cana-4625	16	8	learning	learning	NOUN
cana-4625	16	9	,	,	PUNCT
cana-4625	16	10	decision	decision	NOUN
cana-4625	16	11	tree	tree	NOUN
cana-4625	16	12	,	,	PUNCT
cana-4625	16	13	mysql	mysql	NOUN
cana-4625	16	14	,	,	PUNCT
cana-4625	16	15	vaccination	vaccination	NOUN
cana-4625	16	16	.	.	PUNCT
cana-4625	17	1	1	1	X
cana-4625	17	2	.	.	X
cana-4625	17	3	introduction	introduction	NOUN
cana-4625	17	4	organizations	organization	NOUN
cana-4625	17	5	are	be	AUX
cana-4625	17	6	becoming	become	VERB
cana-4625	17	7	increasingly	increasingly	ADV
cana-4625	17	8	dependent	dependent	ADJ
cana-4625	17	9	on	on	ADP
cana-4625	17	10	predictive	predictive	ADJ
cana-4625	17	11	data	datum	NOUN
cana-4625	17	12	analytics	analytic	NOUN
cana-4625	17	13	frameworks	framework	NOUN
cana-4625	17	14	in	in	ADP
cana-4625	17	15	order	order	NOUN
cana-4625	17	16	to	to	PART
cana-4625	17	17	properly	properly	ADV
cana-4625	17	18	exploit	exploit	VERB
cana-4625	17	19	their	their	PRON
cana-4625	17	20	data	datum	NOUN
cana-4625	17	21	in	in	ADP
cana-4625	17	22	this	this	DET
cana-4625	17	23	current	current	ADJ
cana-4625	17	24	era	era	NOUN
cana-4625	17	25	of	of	ADP
cana-4625	17	26	data	data	NOUN
cana-4625	17	27	-	-	PUNCT
cana-4625	17	28	driven	drive	VERB
cana-4625	17	29	decision	decision	NOUN
cana-4625	17	30	-	-	PUNCT
cana-4625	17	31	making	making	NOUN
cana-4625	17	32	.	.	PUNCT
cana-4625	18	1	with	with	ADP
cana-4625	18	2	the	the	DET
cana-4625	18	3	help	help	NOUN
cana-4625	18	4	of	of	ADP
cana-4625	18	5	this	this	DET
cana-4625	18	6	all	all	ADV
cana-4625	18	7	-	-	PUNCT
cana-4625	18	8	encompassing	encompass	VERB
cana-4625	18	9	framework	framework	NOUN
cana-4625	18	10	,	,	PUNCT
cana-4625	18	11	the	the	DET
cana-4625	18	12	understanding	understanding	NOUN
cana-4625	18	13	of	of	ADP
cana-4625	18	14	patterns	pattern	NOUN
cana-4625	18	15	within	within	ADP
cana-4625	18	16	the	the	DET
cana-4625	18	17	data	data	NOUN
cana-4625	18	18	is	be	AUX
cana-4625	18	19	improved	improve	VERB
cana-4625	18	20	,	,	PUNCT
cana-4625	18	21	and	and	CCONJ
cana-4625	18	22	it	it	PRON
cana-4625	18	23	becomes	become	VERB
cana-4625	18	24	easier	easy	ADJ
cana-4625	18	25	to	to	PART
cana-4625	18	26	make	make	VERB
cana-4625	18	27	educated	educated	ADJ
cana-4625	18	28	forecasts	forecast	NOUN
cana-4625	18	29	[	[	X
cana-4625	18	30	1,2	1,2	NUM
cana-4625	18	31	]	]	PUNCT
cana-4625	18	32	.	.	PUNCT
cana-4625	19	1	for	for	ADP
cana-4625	19	2	the	the	DET
cana-4625	19	3	purpose	purpose	NOUN
cana-4625	19	4	of	of	ADP
cana-4625	19	5	analyzing	analyze	VERB
cana-4625	19	6	past	past	ADJ
cana-4625	19	7	data	datum	NOUN
cana-4625	19	8	,	,	PUNCT
cana-4625	19	9	illuminating	illuminate	VERB
cana-4625	19	10	trends	trend	NOUN
cana-4625	19	11	,	,	PUNCT
cana-4625	19	12	and	and	CCONJ
cana-4625	19	13	forecasting	forecast	VERB
cana-4625	19	14	future	future	ADJ
cana-4625	19	15	results	result	NOUN
cana-4625	19	16	,	,	PUNCT
cana-4625	19	17	the	the	DET
cana-4625	19	18	predictive	predictive	ADJ
cana-4625	19	19	data	datum	NOUN
cana-4625	19	20	analytics	analytic	NOUN
cana-4625	19	21	framework	framework	NOUN
cana-4625	19	22	incorporates	incorporate	VERB
cana-4625	19	23	statistical	statistical	ADJ
cana-4625	19	24	methods	method	NOUN
cana-4625	19	25	,	,	PUNCT
cana-4625	19	26	data	datum	NOUN
cana-4625	19	27	mining	mining	NOUN
cana-4625	19	28	,	,	PUNCT
cana-4625	19	29	and	and	CCONJ
cana-4625	19	30	machine	machine	NOUN
cana-4625	19	31	communications	communication	NOUN
cana-4625	19	32	on	on	ADP
cana-4625	19	33	applied	apply	VERB
cana-4625	19	34	nonlinear	nonlinear	ADJ
cana-4625	19	35	analysis	analysis	NOUN
cana-4625	19	36	issn	issn	NOUN
cana-4625	19	37	:	:	PUNCT
cana-4625	19	38	1074	1074	NUM
cana-4625	19	39	-	-	PUNCT
cana-4625	19	40	133x	133x	NUM
cana-4625	19	41	vol	vol	NOUN
cana-4625	19	42	32	32	NUM
cana-4625	19	43	no	no	NOUN
cana-4625	19	44	.	.	PUNCT
cana-4625	20	1	9s	9s	NUM
cana-4625	20	2	(	(	PUNCT
cana-4625	20	3	2025	2025	NUM
cana-4625	20	4	)	)	PUNCT
cana-4625	20	5	3092	3092	NUM
cana-4625	21	1	https://internationalpubls.com	https://internationalpubls.com	X
cana-4625	21	2	learning[3,4,5	learning[3,4,5	NOUN
cana-4625	21	3	]	]	PUNCT
cana-4625	21	4	.	.	PUNCT
cana-4625	22	1	organizations	organization	NOUN
cana-4625	22	2	are	be	AUX
cana-4625	22	3	able	able	ADJ
cana-4625	22	4	to	to	PART
cana-4625	22	5	optimize	optimize	VERB
cana-4625	22	6	their	their	PRON
cana-4625	22	7	operations	operation	NOUN
cana-4625	22	8	,	,	PUNCT
cana-4625	22	9	improve	improve	VERB
cana-4625	22	10	their	their	PRON
cana-4625	22	11	customer	customer	NOUN
cana-4625	22	12	experiences	experience	NOUN
cana-4625	22	13	,	,	PUNCT
cana-4625	22	14	and	and	CCONJ
cana-4625	22	15	drive	drive	VERB
cana-4625	22	16	strategic	strategic	ADJ
cana-4625	22	17	growth	growth	NOUN
cana-4625	22	18	with	with	ADP
cana-4625	22	19	the	the	DET
cana-4625	22	20	use	use	NOUN
cana-4625	22	21	of	of	ADP
cana-4625	22	22	this	this	DET
cana-4625	22	23	technology	technology	NOUN
cana-4625	22	24	,	,	PUNCT
cana-4625	22	25	which	which	PRON
cana-4625	22	26	serves	serve	VERB
cana-4625	22	27	a	a	DET
cana-4625	22	28	wide	wide	ADJ
cana-4625	22	29	range	range	NOUN
cana-4625	22	30	of	of	ADP
cana-4625	22	31	industries	industry	NOUN
cana-4625	22	32	like	like	ADP
cana-4625	22	33	retail[6	retail[6	PROPN
cana-4625	22	34	]	]	PUNCT
cana-4625	22	35	,	,	PUNCT
cana-4625	22	36	healthcare[7	healthcare[7	PROPN
cana-4625	22	37	]	]	X
cana-4625	22	38	,	,	PUNCT
cana-4625	22	39	manufacturing[8	manufacturing[8	ADP
cana-4625	22	40	]	]	PUNCT
cana-4625	22	41	,	,	PUNCT
cana-4625	22	42	and	and	CCONJ
cana-4625	22	43	finance	finance	NOUN
cana-4625	22	44	.	.	PUNCT
cana-4625	23	1	2	2	X
cana-4625	23	2	.	.	X
cana-4625	23	3	literature	literature	NOUN
cana-4625	23	4	review	review	NOUN
cana-4625	23	5	aspects	aspect	NOUN
cana-4625	23	6	of	of	ADP
cana-4625	23	7	the	the	DET
cana-4625	23	8	framework	framework	NOUN
cana-4625	23	9	for	for	ADP
cana-4625	23	10	predictive	predictive	ADJ
cana-4625	23	11	analytics	analytic	NOUN
cana-4625	23	12	that	that	PRON
cana-4625	23	13	is	be	AUX
cana-4625	23	14	well	well	ADV
cana-4625	23	15	-	-	PUNCT
cana-4625	23	16	structured	structure	VERB
cana-4625	23	17	often	often	ADV
cana-4625	23	18	includes	include	VERB
cana-4625	23	19	several	several	ADJ
cana-4625	23	20	essential	essential	ADJ
cana-4625	23	21	components	component	NOUN
cana-4625	23	22	,	,	PUNCT
cana-4625	23	23	including	include	VERB
cana-4625	23	24	the	the	DET
cana-4625	23	25	following	following	NOUN
cana-4625	23	26	:	:	PUNCT
cana-4625	23	27	•	•	ADP
cana-4625	23	28	the	the	DET
cana-4625	23	29	first	first	ADJ
cana-4625	23	30	step	step	NOUN
cana-4625	23	31	is	be	AUX
cana-4625	23	32	to	to	PART
cana-4625	23	33	collect	collect	VERB
cana-4625	23	34	significant	significant	ADJ
cana-4625	23	35	data	datum	NOUN
cana-4625	23	36	from	from	ADP
cana-4625	23	37	multiple	multiple	NOUN
cana-4625	23	38	of	of	ADP
cana-4625	23	39	sources	source	NOUN
cana-4625	23	40	,	,	PUNCT
cana-4625	23	41	such	such	ADJ
cana-4625	23	42	as	as	ADP
cana-4625	23	43	in	in	ADP
cana-4625	23	44	-	-	PUNCT
cana-4625	23	45	house	house	NOUN
cana-4625	23	46	systems	system	NOUN
cana-4625	23	47	,	,	PUNCT
cana-4625	23	48	databases	database	NOUN
cana-4625	23	49	,	,	PUNCT
cana-4625	23	50	and	and	CCONJ
cana-4625	23	51	web	web	NOUN
cana-4625	23	52	platforms	platform	NOUN
cana-4625	23	53	.	.	PUNCT
cana-4625	24	1	the	the	DET
cana-4625	24	2	next	next	ADJ
cana-4625	24	3	step	step	NOUN
cana-4625	24	4	is	be	AUX
cana-4625	24	5	to	to	PART
cana-4625	24	6	complete	complete	VERB
cana-4625	24	7	the	the	DET
cana-4625	24	8	preparation	preparation	NOUN
cana-4625	24	9	of	of	ADP
cana-4625	24	10	the	the	DET
cana-4625	24	11	data	datum	NOUN
cana-4625	24	12	.	.	PUNCT
cana-4625	25	1	the	the	DET
cana-4625	25	2	elimination	elimination	NOUN
cana-4625	25	3	of	of	ADP
cana-4625	25	4	errors	error	NOUN
cana-4625	25	5	and	and	CCONJ
cana-4625	25	6	superfluous	superfluous	ADJ
cana-4625	25	7	information	information	NOUN
cana-4625	25	8	is	be	AUX
cana-4625	25	9	essential	essential	ADJ
cana-4625	25	10	in	in	ADP
cana-4625	25	11	this	this	DET
cana-4625	25	12	situation	situation	NOUN
cana-4625	25	13	,	,	PUNCT
cana-4625	25	14	and	and	CCONJ
cana-4625	25	15	data	datum	NOUN
cana-4625	25	16	cleaning	clean	VERB
cana-4625	25	17	and	and	CCONJ
cana-4625	25	18	preprocessing	preprocessing	NOUN
cana-4625	25	19	are	be	AUX
cana-4625	25	20	essential	essential	ADJ
cana-4625	25	21	for	for	ADP
cana-4625	25	22	ensuring	ensure	VERB
cana-4625	25	23	correctness	correctness	NOUN
cana-4625	25	24	and	and	CCONJ
cana-4625	25	25	quality[9	quality[9	NOUN
cana-4625	25	26	]	]	PUNCT
cana-4625	25	27	.	.	PUNCT
cana-4625	26	1	•	•	NOUN
cana-4625	26	2	through	through	ADP
cana-4625	26	3	the	the	DET
cana-4625	26	4	use	use	NOUN
cana-4625	26	5	of	of	ADP
cana-4625	26	6	exploratory	exploratory	ADJ
cana-4625	26	7	data	datum	NOUN
cana-4625	26	8	analysis	analysis	NOUN
cana-4625	26	9	,	,	PUNCT
cana-4625	26	10	or	or	CCONJ
cana-4625	26	11	eda	eda	PROPN
cana-4625	26	12	,	,	PUNCT
cana-4625	26	13	data	datum	NOUN
cana-4625	26	14	scientists	scientist	NOUN
cana-4625	26	15	are	be	AUX
cana-4625	26	16	able	able	ADJ
cana-4625	26	17	to	to	PART
cana-4625	26	18	visualise	visualise	VERB
cana-4625	26	19	and	and	CCONJ
cana-4625	26	20	analyze	analyze	VERB
cana-4625	26	21	the	the	DET
cana-4625	26	22	patterns	pattern	NOUN
cana-4625	26	23	and	and	CCONJ
cana-4625	26	24	correlations	correlation	NOUN
cana-4625	26	25	that	that	PRON
cana-4625	26	26	exist	exist	VERB
cana-4625	26	27	within	within	ADP
cana-4625	26	28	the	the	DET
cana-4625	26	29	data	datum	NOUN
cana-4625	26	30	.	.	PUNCT
cana-4625	27	1	the	the	DET
cana-4625	27	2	use	use	NOUN
cana-4625	27	3	of	of	ADP
cana-4625	27	4	methods	method	NOUN
cana-4625	27	5	such	such	ADJ
cana-4625	27	6	as	as	ADP
cana-4625	27	7	correlation	correlation	NOUN
cana-4625	27	8	analysis	analysis	NOUN
cana-4625	27	9	and	and	CCONJ
cana-4625	27	10	data	datum	NOUN
cana-4625	27	11	visualization	visualization	NOUN
cana-4625	27	12	through	through	ADP
cana-4625	27	13	the	the	DET
cana-4625	27	14	utilization	utilization	NOUN
cana-4625	27	15	of	of	ADP
cana-4625	27	16	applications	application	NOUN
cana-4625	27	17	like	like	ADP
cana-4625	27	18	as	as	SCONJ
cana-4625	27	19	tableau	tableau	PROPN
cana-4625	27	20	or	or	CCONJ
cana-4625	27	21	power	power	NOUN
cana-4625	27	22	bi	bi	NOUN
cana-4625	27	23	is	be	AUX
cana-4625	27	24	beneficial	beneficial	ADJ
cana-4625	27	25	during	during	ADP
cana-4625	27	26	this	this	DET
cana-4625	27	27	phase[10	phase[10	NOUN
cana-4625	27	28	]	]	PUNCT
cana-4625	27	29	.	.	PUNCT
cana-4625	28	1	•	•	PUNCT
cana-4625	28	2	choosing	choose	VERB
cana-4625	28	3	the	the	DET
cana-4625	28	4	appropriate	appropriate	ADJ
cana-4625	28	5	predictive	predictive	ADJ
cana-4625	28	6	model	model	NOUN
cana-4625	28	7	,	,	PUNCT
cana-4625	28	8	whether	whether	SCONJ
cana-4625	28	9	it	it	PRON
cana-4625	28	10	be	be	AUX
cana-4625	28	11	regression	regression	NOUN
cana-4625	28	12	analysis	analysis	NOUN
cana-4625	28	13	,	,	PUNCT
cana-4625	28	14	decision	decision	NOUN
cana-4625	28	15	trees	tree	NOUN
cana-4625	28	16	,	,	PUNCT
cana-4625	28	17	or	or	CCONJ
cana-4625	28	18	neural	neural	ADJ
cana-4625	28	19	networks	network	NOUN
cana-4625	28	20	,	,	PUNCT
cana-4625	28	21	is	be	AUX
cana-4625	28	22	contingent	contingent	ADJ
cana-4625	28	23	upon	upon	SCONJ
cana-4625	28	24	the	the	DET
cana-4625	28	25	particular	particular	ADJ
cana-4625	28	26	problem	problem	NOUN
cana-4625	28	27	that	that	PRON
cana-4625	28	28	is	be	AUX
cana-4625	28	29	being	be	AUX
cana-4625	28	30	addressed	address	VERB
cana-4625	28	31	.	.	PUNCT
cana-4625	29	1	this	this	PRON
cana-4625	29	2	is	be	AUX
cana-4625	29	3	true	true	ADJ
cana-4625	29	4	for	for	ADP
cana-4625	29	5	both	both	CCONJ
cana-4625	29	6	the	the	DET
cana-4625	29	7	selection	selection	NOUN
cana-4625	29	8	of	of	ADP
cana-4625	29	9	models	model	NOUN
cana-4625	29	10	and	and	CCONJ
cana-4625	29	11	the	the	DET
cana-4625	29	12	development	development	NOUN
cana-4625	29	13	of	of	ADP
cana-4625	29	14	algorithms	algorithm	NOUN
cana-4625	29	15	.	.	PUNCT
cana-4625	30	1	when	when	SCONJ
cana-4625	30	2	it	it	PRON
cana-4625	30	3	comes	come	VERB
cana-4625	30	4	to	to	ADP
cana-4625	30	5	the	the	DET
cana-4625	30	6	predictive	predictive	ADJ
cana-4625	30	7	strength	strength	NOUN
cana-4625	30	8	and	and	CCONJ
cana-4625	30	9	accuracy	accuracy	NOUN
cana-4625	30	10	of	of	ADP
cana-4625	30	11	the	the	DET
cana-4625	30	12	model	model	NOUN
cana-4625	30	13	,	,	PUNCT
cana-4625	30	14	the	the	DET
cana-4625	30	15	choice	choice	NOUN
cana-4625	30	16	of	of	ADP
cana-4625	30	17	algorithm	algorithm	NOUN
cana-4625	30	18	is	be	AUX
cana-4625	30	19	quite	quite	ADV
cana-4625	30	20	important	important	ADJ
cana-4625	30	21	because	because	SCONJ
cana-4625	30	22	it	it	PRON
cana-4625	30	23	has	have	VERB
cana-4625	30	24	a	a	DET
cana-4625	30	25	big	big	ADJ
cana-4625	30	26	impact[11	impact[11	NOUN
cana-4625	30	27	]	]	PUNCT
cana-4625	30	28	.	.	PUNCT
cana-4625	31	1	•	•	NUM
cana-4625	31	2	training	training	NOUN
cana-4625	31	3	of	of	ADP
cana-4625	31	4	the	the	DET
cana-4625	31	5	model	model	NOUN
cana-4625	31	6	and	and	CCONJ
cana-4625	31	7	validation	validation	NOUN
cana-4625	31	8	of	of	ADP
cana-4625	31	9	the	the	DET
cana-4625	31	10	model	model	NOUN
cana-4625	31	11	once	once	ADV
cana-4625	31	12	a	a	DET
cana-4625	31	13	model	model	NOUN
cana-4625	31	14	has	have	AUX
cana-4625	31	15	been	be	AUX
cana-4625	31	16	chosen	choose	VERB
cana-4625	31	17	,	,	PUNCT
cana-4625	31	18	it	it	PRON
cana-4625	31	19	is	be	AUX
cana-4625	31	20	trained	train	VERB
cana-4625	31	21	by	by	ADP
cana-4625	31	22	making	make	VERB
cana-4625	31	23	use	use	NOUN
cana-4625	31	24	of	of	ADP
cana-4625	31	25	previous	previous	ADJ
cana-4625	31	26	data	datum	NOUN
cana-4625	31	27	.	.	PUNCT
cana-4625	32	1	cross	cross	ADJ
cana-4625	32	2	-	-	NOUN
cana-4625	32	3	validation	validation	NOUN
cana-4625	32	4	is	be	AUX
cana-4625	32	5	one	one	NUM
cana-4625	32	6	of	of	ADP
cana-4625	32	7	the	the	DET
cana-4625	32	8	techniques	technique	NOUN
cana-4625	32	9	that	that	PRON
cana-4625	32	10	may	may	AUX
cana-4625	32	11	be	be	AUX
cana-4625	32	12	used	use	VERB
cana-4625	32	13	to	to	PART
cana-4625	32	14	guarantee	guarantee	VERB
cana-4625	32	15	that	that	SCONJ
cana-4625	32	16	the	the	DET
cana-4625	32	17	model	model	NOUN
cana-4625	32	18	generalizes	generalize	VERB
cana-4625	32	19	properly	properly	ADV
cana-4625	32	20	to	to	ADP
cana-4625	32	21	data	datum	NOUN
cana-4625	32	22	that	that	PRON
cana-4625	32	23	has	have	AUX
cana-4625	32	24	not	not	PART
cana-4625	32	25	been	be	AUX
cana-4625	32	26	seen	see	VERB
cana-4625	32	27	before	before	ADV
cana-4625	32	28	,	,	PUNCT
cana-4625	32	29	hence	hence	ADV
cana-4625	32	30	preventing	prevent	VERB
cana-4625	32	31	over	over	ADP
cana-4625	32	32	fitting	fit	VERB
cana-4625	32	33	[	[	X
cana-4625	32	34	12	12	NUM
cana-4625	32	35	]	]	PUNCT
cana-4625	32	36	.	.	PUNCT
cana-4625	33	1	•	•	NUM
cana-4625	33	2	monitoring	monitoring	NOUN
cana-4625	33	3	and	and	CCONJ
cana-4625	33	4	implementation	implementation	NOUN
cana-4625	33	5	:	:	PUNCT
cana-4625	33	6	in	in	ADP
cana-4625	33	7	order	order	NOUN
cana-4625	33	8	to	to	PART
cana-4625	33	9	successfully	successfully	ADV
cana-4625	33	10	deploy	deploy	VERB
cana-4625	33	11	the	the	DET
cana-4625	33	12	model	model	NOUN
cana-4625	33	13	into	into	ADP
cana-4625	33	14	the	the	DET
cana-4625	33	15	operational	operational	ADJ
cana-4625	33	16	environment	environment	NOUN
cana-4625	33	17	,	,	PUNCT
cana-4625	33	18	it	it	PRON
cana-4625	33	19	is	be	AUX
cana-4625	33	20	necessary	necessary	ADJ
cana-4625	33	21	to	to	PART
cana-4625	33	22	integrate	integrate	VERB
cana-4625	33	23	it	it	PRON
cana-4625	33	24	with	with	ADP
cana-4625	33	25	the	the	DET
cana-4625	33	26	systems	system	NOUN
cana-4625	33	27	that	that	PRON
cana-4625	33	28	are	be	AUX
cana-4625	33	29	already	already	ADV
cana-4625	33	30	operating	operate	VERB
cana-4625	33	31	.	.	PUNCT
cana-4625	34	1	to	to	PART
cana-4625	34	2	ensure	ensure	VERB
cana-4625	34	3	that	that	SCONJ
cana-4625	34	4	the	the	DET
cana-4625	34	5	model	model	NOUN
cana-4625	34	6	continues	continue	VERB
cana-4625	34	7	to	to	PART
cana-4625	34	8	be	be	AUX
cana-4625	34	9	accurate	accurate	ADJ
cana-4625	34	10	and	and	CCONJ
cana-4625	34	11	relevant	relevant	ADJ
cana-4625	34	12	,	,	PUNCT
cana-4625	34	13	it	it	PRON
cana-4625	34	14	is	be	AUX
cana-4625	34	15	necessary	necessary	ADJ
cana-4625	34	16	to	to	PART
cana-4625	34	17	do	do	VERB
cana-4625	34	18	ongoing	ongoing	ADJ
cana-4625	34	19	monitoring	monitoring	NOUN
cana-4625	34	20	and	and	CCONJ
cana-4625	34	21	to	to	PART
cana-4625	34	22	update	update	VERB
cana-4625	34	23	it	it	PRON
cana-4625	34	24	depending	depend	VERB
cana-4625	34	25	on	on	ADP
cana-4625	34	26	newly	newly	ADV
cana-4625	34	27	collected	collect	VERB
cana-4625	34	28	data	datum	NOUN
cana-4625	34	29	[	[	X
cana-4625	34	30	13,14	13,14	NUM
cana-4625	34	31	]	]	PUNCT
cana-4625	34	32	.	.	PUNCT
cana-4625	35	1	•	•	INTJ
cana-4625	35	2	it	it	PRON
cana-4625	35	3	is	be	AUX
cana-4625	35	4	essential	essential	ADJ
cana-4625	35	5	for	for	SCONJ
cana-4625	35	6	the	the	DET
cana-4625	35	7	decision	decision	NOUN
cana-4625	35	8	-	-	PUNCT
cana-4625	35	9	making	make	VERB
cana-4625	35	10	process	process	NOUN
cana-4625	35	11	of	of	ADP
cana-4625	35	12	stakeholders	stakeholder	NOUN
cana-4625	35	13	to	to	PART
cana-4625	35	14	present	present	VERB
cana-4625	35	15	the	the	DET
cana-4625	35	16	results	result	NOUN
cana-4625	35	17	in	in	ADP
cana-4625	35	18	a	a	DET
cana-4625	35	19	format	format	NOUN
cana-4625	35	20	that	that	PRON
cana-4625	35	21	is	be	AUX
cana-4625	35	22	easily	easily	ADV
cana-4625	35	23	understood	understand	VERB
cana-4625	35	24	[	[	X
cana-4625	35	25	15	15	NUM
cana-4625	35	26	]	]	PUNCT
cana-4625	35	27	.	.	PUNCT
cana-4625	36	1	now	now	ADV
cana-4625	36	2	a	a	DET
cana-4625	36	3	days	day	NOUN
cana-4625	36	4	,	,	PUNCT
cana-4625	36	5	for	for	ADP
cana-4625	36	6	decision	decision	NOUN
cana-4625	36	7	-	-	PUNCT
cana-4625	36	8	making	make	VERB
cana-4625	36	9	ksk	ksk	PROPN
cana-4625	36	10	approach	approach	NOUN
cana-4625	36	11	is	be	AUX
cana-4625	36	12	more	more	ADJ
cana-4625	36	13	accuracy	accuracy	NOUN
cana-4625	36	14	approach	approach	NOUN
cana-4625	36	15	from	from	ADP
cana-4625	36	16	ml[16	ml[16	PROPN
cana-4625	36	17	]	]	PUNCT
cana-4625	36	18	.	.	PUNCT
cana-4625	37	1	this	this	PRON
cana-4625	37	2	includes	include	VERB
cana-4625	37	3	both	both	CCONJ
cana-4625	37	4	the	the	DET
cana-4625	37	5	interpretation	interpretation	NOUN
cana-4625	37	6	and	and	CCONJ
cana-4625	37	7	visualization	visualization	NOUN
cana-4625	37	8	of	of	ADP
cana-4625	37	9	the	the	DET
cana-4625	37	10	data	datum	NOUN
cana-4625	37	11	.	.	PUNCT
cana-4625	38	1	visualization	visualization	NOUN
cana-4625	38	2	tools	tool	NOUN
cana-4625	38	3	that	that	PRON
cana-4625	38	4	are	be	AUX
cana-4625	38	5	effective	effective	ADJ
cana-4625	38	6	can	can	AUX
cana-4625	38	7	assist	assist	VERB
cana-4625	38	8	in	in	ADP
cana-4625	38	9	the	the	DET
cana-4625	38	10	transformation	transformation	NOUN
cana-4625	38	11	of	of	ADP
cana-4625	38	12	complex	complex	ADJ
cana-4625	38	13	data	datum	NOUN
cana-4625	38	14	insights	insight	NOUN
cana-4625	38	15	into	into	ADP
cana-4625	38	16	information	information	NOUN
cana-4625	38	17	that	that	PRON
cana-4625	38	18	can	can	AUX
cana-4625	38	19	be	be	AUX
cana-4625	38	20	acted	act	VERB
cana-4625	38	21	upon[17	upon[17	PROPN
cana-4625	38	22	]	]	PUNCT
cana-4625	38	23	.	.	PUNCT
cana-4625	39	1	this	this	DET
cana-4625	39	2	approach	approach	NOUN
cana-4625	39	3	for	for	ADP
cana-4625	39	4	predictive	predictive	ADJ
cana-4625	39	5	data	datum	NOUN
cana-4625	39	6	analytics	analytic	NOUN
cana-4625	39	7	has	have	VERB
cana-4625	39	8	various	various	ADJ
cana-4625	39	9	strengths	strength	NOUN
cana-4625	39	10	,	,	PUNCT
cana-4625	39	11	including	include	VERB
cana-4625	39	12	the	the	DET
cana-4625	39	13	following	following	NOUN
cana-4625	39	14	:	:	PUNCT
cana-4625	39	15	•	•	ADP
cana-4625	39	16	making	make	VERB
cana-4625	39	17	decisions	decision	NOUN
cana-4625	39	18	based	base	VERB
cana-4625	39	19	on	on	ADP
cana-4625	39	20	data	datum	NOUN
cana-4625	39	21	allows	allow	VERB
cana-4625	39	22	organizations	organization	NOUN
cana-4625	39	23	to	to	PART
cana-4625	39	24	move	move	VERB
cana-4625	39	25	away	away	ADV
cana-4625	39	26	from	from	ADP
cana-4625	39	27	reactive	reactive	ADJ
cana-4625	39	28	methods	method	NOUN
cana-4625	39	29	and	and	CCONJ
cana-4625	39	30	towards	towards	ADP
cana-4625	39	31	proactive	proactive	ADJ
cana-4625	39	32	strategies	strategy	NOUN
cana-4625	39	33	,	,	PUNCT
cana-4625	39	34	which	which	PRON
cana-4625	39	35	involve	involve	VERB
cana-4625	39	36	anticipating	anticipate	VERB
cana-4625	39	37	trends	trend	NOUN
cana-4625	39	38	and	and	CCONJ
cana-4625	39	39	preparing	prepare	VERB
cana-4625	39	40	for	for	ADP
cana-4625	39	41	them	they	PRON
cana-4625	39	42	accordingly	accordingly	ADV
cana-4625	39	43	.	.	PUNCT
cana-4625	40	1	•	•	ADP
cana-4625	40	2	an	an	DET
cana-4625	40	3	increase	increase	NOUN
cana-4625	40	4	in	in	ADP
cana-4625	40	5	productivity	productivity	NOUN
cana-4625	40	6	can	can	AUX
cana-4625	40	7	be	be	AUX
cana-4625	40	8	achieved	achieve	VERB
cana-4625	40	9	by	by	ADP
cana-4625	40	10	the	the	DET
cana-4625	40	11	automation	automation	NOUN
cana-4625	40	12	of	of	ADP
cana-4625	40	13	predictive	predictive	ADJ
cana-4625	40	14	analysis	analysis	NOUN
cana-4625	40	15	,	,	PUNCT
cana-4625	40	16	which	which	PRON
cana-4625	40	17	can	can	AUX
cana-4625	40	18	result	result	VERB
cana-4625	40	19	in	in	ADP
cana-4625	40	20	time	time	NOUN
cana-4625	40	21	and	and	CCONJ
cana-4625	40	22	resource	resource	NOUN
cana-4625	40	23	savings	saving	NOUN
cana-4625	40	24	and	and	CCONJ
cana-4625	40	25	enable	enable	VERB
cana-4625	40	26	workers	worker	NOUN
cana-4625	40	27	to	to	PART
cana-4625	40	28	concentrate	concentrate	VERB
cana-4625	40	29	on	on	ADP
cana-4625	40	30	important	important	ADJ
cana-4625	40	31	activities	activity	NOUN
cana-4625	40	32	.	.	PUNCT
cana-4625	41	1	communications	communication	NOUN
cana-4625	41	2	on	on	ADP
cana-4625	41	3	applied	apply	VERB
cana-4625	41	4	nonlinear	nonlinear	ADJ
cana-4625	41	5	analysis	analysis	NOUN
cana-4625	41	6	issn	issn	NOUN
cana-4625	41	7	:	:	PUNCT
cana-4625	41	8	1074	1074	NUM
cana-4625	41	9	-	-	PUNCT
cana-4625	41	10	133x	133x	NUM
cana-4625	41	11	vol	vol	NOUN
cana-4625	41	12	32	32	NUM
cana-4625	41	13	no	no	NOUN
cana-4625	41	14	.	.	PUNCT
cana-4625	42	1	9s	9s	NUM
cana-4625	42	2	(	(	PUNCT
cana-4625	42	3	2025	2025	NUM
cana-4625	42	4	)	)	PUNCT
cana-4625	42	5	3093	3093	NUM
cana-4625	42	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-4625	42	7	•	•	NUM
cana-4625	42	8	greater	great	ADJ
cana-4625	42	9	insights	insight	NOUN
cana-4625	42	10	into	into	ADP
cana-4625	42	11	customers	customer	NOUN
cana-4625	42	12	:	:	PUNCT
cana-4625	42	13	businesses	business	NOUN
cana-4625	42	14	are	be	AUX
cana-4625	42	15	able	able	ADJ
cana-4625	42	16	to	to	PART
cana-4625	42	17	better	well	ADV
cana-4625	42	18	customize	customize	VERB
cana-4625	42	19	their	their	PRON
cana-4625	42	20	marketing	marketing	NOUN
cana-4625	42	21	efforts	effort	NOUN
cana-4625	42	22	and	and	CCONJ
cana-4625	42	23	increase	increase	VERB
cana-4625	42	24	customer	customer	NOUN
cana-4625	42	25	satisfaction	satisfaction	NOUN
cana-4625	42	26	by	by	ADP
cana-4625	42	27	first	first	ADV
cana-4625	42	28	gaining	gain	VERB
cana-4625	42	29	a	a	DET
cana-4625	42	30	grasp	grasp	NOUN
cana-4625	42	31	of	of	ADP
cana-4625	42	32	the	the	DET
cana-4625	42	33	preferences	preference	NOUN
cana-4625	42	34	and	and	CCONJ
cana-4625	42	35	behaviors	behavior	NOUN
cana-4625	42	36	of	of	ADP
cana-4625	42	37	their	their	PRON
cana-4625	42	38	customers	customer	NOUN
cana-4625	42	39	.	.	PUNCT
cana-4625	43	1	despite	despite	SCONJ
cana-4625	43	2	the	the	DET
cana-4625	43	3	fact	fact	NOUN
cana-4625	43	4	that	that	SCONJ
cana-4625	43	5	it	it	PRON
cana-4625	43	6	has	have	AUX
cana-4625	43	7	a	a	DET
cana-4625	43	8	lot	lot	NOUN
cana-4625	43	9	of	of	ADP
cana-4625	43	10	potential	potential	NOUN
cana-4625	43	11	,	,	PUNCT
cana-4625	43	12	the	the	DET
cana-4625	43	13	framework	framework	NOUN
cana-4625	43	14	does	do	AUX
cana-4625	43	15	have	have	VERB
cana-4625	43	16	several	several	ADJ
cana-4625	43	17	difficulties	difficulty	NOUN
cana-4625	43	18	:	:	PUNCT
cana-4625	43	19	•	•	NUM
cana-4625	43	20	quality	quality	NOUN
cana-4625	43	21	of	of	ADP
cana-4625	43	22	the	the	DET
cana-4625	43	23	data	datum	NOUN
cana-4625	43	24	:	:	PUNCT
cana-4625	43	25	inaccurate	inaccurate	ADJ
cana-4625	43	26	predictions	prediction	NOUN
cana-4625	43	27	can	can	AUX
cana-4625	43	28	be	be	AUX
cana-4625	43	29	the	the	DET
cana-4625	43	30	result	result	NOUN
cana-4625	43	31	of	of	ADP
cana-4625	43	32	using	use	VERB
cana-4625	43	33	data	datum	NOUN
cana-4625	43	34	of	of	ADP
cana-4625	43	35	poor	poor	ADJ
cana-4625	43	36	quality	quality	NOUN
cana-4625	43	37	.	.	PUNCT
cana-4625	44	1	•	•	NOUN
cana-4625	44	2	consequently	consequently	ADV
cana-4625	44	3	,	,	PUNCT
cana-4625	44	4	it	it	PRON
cana-4625	44	5	is	be	AUX
cana-4625	44	6	essential	essential	ADJ
cana-4625	44	7	to	to	PART
cana-4625	44	8	make	make	VERB
cana-4625	44	9	investments	investment	NOUN
cana-4625	44	10	in	in	ADP
cana-4625	44	11	data	data	NOUN
cana-4625	44	12	management	management	NOUN
cana-4625	44	13	systems	system	NOUN
cana-4625	44	14	.	.	PUNCT
cana-4625	45	1	when	when	SCONJ
cana-4625	45	2	it	it	PRON
cana-4625	45	3	comes	come	VERB
cana-4625	45	4	to	to	ADP
cana-4625	45	5	organizations	organization	NOUN
cana-4625	45	6	that	that	PRON
cana-4625	45	7	do	do	AUX
cana-4625	45	8	not	not	PART
cana-4625	45	9	have	have	VERB
cana-4625	45	10	the	the	DET
cana-4625	45	11	necessary	necessary	ADJ
cana-4625	45	12	skills	skill	NOUN
cana-4625	45	13	in	in	ADP
cana-4625	45	14	data	datum	NOUN
cana-4625	45	15	analytics	analytic	NOUN
cana-4625	45	16	,	,	PUNCT
cana-4625	45	17	the	the	DET
cana-4625	45	18	complexity	complexity	NOUN
cana-4625	45	19	of	of	ADP
cana-4625	45	20	integrating	integrate	VERB
cana-4625	45	21	and	and	CCONJ
cana-4625	45	22	utilizing	utilize	VERB
cana-4625	45	23	predictive	predictive	ADJ
cana-4625	45	24	analytics	analytic	NOUN
cana-4625	45	25	might	might	AUX
cana-4625	45	26	present	present	VERB
cana-4625	45	27	considerable	considerable	ADJ
cana-4625	45	28	obstacles	obstacle	NOUN
cana-4625	45	29	.	.	PUNCT
cana-4625	46	1	the	the	DET
cana-4625	46	2	use	use	NOUN
cana-4625	46	3	of	of	ADP
cana-4625	46	4	predictive	predictive	ADJ
cana-4625	46	5	analytics	analytic	NOUN
cana-4625	46	6	poses	pose	VERB
cana-4625	46	7	ethical	ethical	ADJ
cana-4625	46	8	problems	problem	NOUN
cana-4625	46	9	about	about	ADP
cana-4625	46	10	privacy	privacy	NOUN
cana-4625	46	11	,	,	PUNCT
cana-4625	46	12	data	data	NOUN
cana-4625	46	13	protection	protection	NOUN
cana-4625	46	14	,	,	PUNCT
cana-4625	46	15	and	and	CCONJ
cana-4625	46	16	algorithmic	algorithmic	ADJ
cana-4625	46	17	bias	bias	NOUN
cana-4625	46	18	,	,	PUNCT
cana-4625	46	19	all	all	PRON
cana-4625	46	20	of	of	ADP
cana-4625	46	21	which	which	PRON
cana-4625	46	22	organizations	organization	NOUN
cana-4625	46	23	need	need	VERB
cana-4625	46	24	to	to	PART
cana-4625	46	25	negotiate	negotiate	VERB
cana-4625	46	26	carefully	carefully	ADV
cana-4625	46	27	in	in	ADP
cana-4625	46	28	order	order	NOUN
cana-4625	46	29	to	to	PART
cana-4625	46	30	avoid	avoid	VERB
cana-4625	46	31	any	any	DET
cana-4625	46	32	potential	potential	ADJ
cana-4625	46	33	ethical	ethical	ADJ
cana-4625	46	34	repercussions	repercussion	NOUN
cana-4625	46	35	[	[	X
cana-4625	46	36	18,19	18,19	X
cana-4625	46	37	]	]	X
cana-4625	46	38	.	.	PUNCT
cana-4625	47	1	any	any	DET
cana-4625	47	2	modern	modern	ADJ
cana-4625	47	3	organization	organization	NOUN
cana-4625	47	4	that	that	PRON
cana-4625	47	5	is	be	AUX
cana-4625	47	6	interested	interested	ADJ
cana-4625	47	7	in	in	ADP
cana-4625	47	8	gaining	gain	VERB
cana-4625	47	9	a	a	DET
cana-4625	47	10	strategic	strategic	ADJ
cana-4625	47	11	edge	edge	NOUN
cana-4625	47	12	through	through	ADP
cana-4625	47	13	the	the	DET
cana-4625	47	14	utilization	utilization	NOUN
cana-4625	47	15	of	of	ADP
cana-4625	47	16	data	datum	NOUN
cana-4625	47	17	will	will	AUX
cana-4625	47	18	find	find	VERB
cana-4625	47	19	the	the	DET
cana-4625	47	20	predictive	predictive	ADJ
cana-4625	47	21	data	datum	NOUN
cana-4625	47	22	analytics	analytic	NOUN
cana-4625	47	23	framework	framework	NOUN
cana-4625	47	24	to	to	PART
cana-4625	47	25	be	be	AUX
cana-4625	47	26	an	an	DET
cana-4625	47	27	important	important	ADJ
cana-4625	47	28	asset	asset	NOUN
cana-4625	47	29	.	.	PUNCT
cana-4625	48	1	there	there	PRON
cana-4625	48	2	is	be	VERB
cana-4625	48	3	no	no	DET
cana-4625	48	4	denying	deny	VERB
cana-4625	48	5	that	that	SCONJ
cana-4625	48	6	it	it	PRON
cana-4625	48	7	has	have	VERB
cana-4625	48	8	the	the	DET
cana-4625	48	9	potential	potential	NOUN
cana-4625	48	10	to	to	PART
cana-4625	48	11	promote	promote	VERB
cana-4625	48	12	informed	informed	ADJ
cana-4625	48	13	decision	decision	NOUN
cana-4625	48	14	-	-	PUNCT
cana-4625	48	15	making	making	NOUN
cana-4625	48	16	and	and	CCONJ
cana-4625	48	17	boost	boost	VERB
cana-4625	48	18	operational	operational	ADJ
cana-4625	48	19	efficiency	efficiency	NOUN
cana-4625	48	20	,	,	PUNCT
cana-4625	48	21	despite	despite	SCONJ
cana-4625	48	22	the	the	DET
cana-4625	48	23	fact	fact	NOUN
cana-4625	48	24	that	that	SCONJ
cana-4625	48	25	there	there	PRON
cana-4625	48	26	are	be	VERB
cana-4625	48	27	hurdles	hurdle	NOUN
cana-4625	48	28	that	that	PRON
cana-4625	48	29	need	need	VERB
cana-4625	48	30	to	to	PART
cana-4625	48	31	be	be	AUX
cana-4625	48	32	overcome	overcome	VERB
cana-4625	48	33	.	.	PUNCT
cana-4625	49	1	organizations	organization	NOUN
cana-4625	49	2	that	that	PRON
cana-4625	49	3	embrace	embrace	VERB
cana-4625	49	4	predictive	predictive	ADJ
cana-4625	49	5	analytics	analytic	NOUN
cana-4625	49	6	are	be	AUX
cana-4625	49	7	likely	likely	ADJ
cana-4625	49	8	to	to	PART
cana-4625	49	9	maintain	maintain	VERB
cana-4625	49	10	a	a	DET
cana-4625	49	11	competitive	competitive	ADJ
cana-4625	49	12	advantage	advantage	NOUN
cana-4625	49	13	in	in	ADP
cana-4625	49	14	the	the	DET
cana-4625	49	15	landscape	landscape	NOUN
cana-4625	49	16	of	of	ADP
cana-4625	49	17	organizations	organization	NOUN
cana-4625	49	18	that	that	PRON
cana-4625	49	19	are	be	AUX
cana-4625	49	20	undergoing	undergo	VERB
cana-4625	49	21	technological	technological	ADJ
cana-4625	49	22	advancements	advancement	NOUN
cana-4625	49	23	.	.	PUNCT
cana-4625	50	1	in	in	ADP
cana-4625	50	2	order	order	NOUN
cana-4625	50	3	to	to	PART
cana-4625	50	4	further	far	ADV
cana-4625	50	5	assure	assure	VERB
cana-4625	50	6	the	the	DET
cana-4625	50	7	effective	effective	ADJ
cana-4625	50	8	implementation	implementation	NOUN
cana-4625	50	9	of	of	ADP
cana-4625	50	10	predictive	predictive	ADJ
cana-4625	50	11	analytics	analytic	NOUN
cana-4625	50	12	efforts	effort	NOUN
cana-4625	50	13	,	,	PUNCT
cana-4625	50	14	it	it	PRON
cana-4625	50	15	is	be	AUX
cana-4625	50	16	important	important	ADJ
cana-4625	50	17	to	to	PART
cana-4625	50	18	place	place	VERB
cana-4625	50	19	an	an	DET
cana-4625	50	20	emphasis	emphasis	NOUN
cana-4625	50	21	on	on	ADP
cana-4625	50	22	the	the	DET
cana-4625	50	23	necessity	necessity	NOUN
cana-4625	50	24	of	of	ADP
cana-4625	50	25	a	a	DET
cana-4625	50	26	balanced	balanced	ADJ
cana-4625	50	27	approach	approach	NOUN
cana-4625	50	28	that	that	PRON
cana-4625	50	29	combines	combine	VERB
cana-4625	50	30	technological	technological	ADJ
cana-4625	50	31	competence	competence	NOUN
cana-4625	50	32	with	with	ADP
cana-4625	50	33	ethical	ethical	ADJ
cana-4625	50	34	considerations	consideration	NOUN
cana-4625	50	35	[	[	X
cana-4625	50	36	20	20	NUM
cana-4625	50	37	]	]	PUNCT
cana-4625	50	38	.	.	PUNCT
cana-4625	51	1	in	in	ADP
cana-4625	51	2	the	the	DET
cana-4625	51	3	field	field	NOUN
cana-4625	51	4	of	of	ADP
cana-4625	51	5	healthcare	healthcare	PROPN
cana-4625	51	6	forecasting	forecasting	NOUN
cana-4625	51	7	,	,	PUNCT
cana-4625	51	8	one	one	NUM
cana-4625	51	9	of	of	ADP
cana-4625	51	10	the	the	DET
cana-4625	51	11	most	most	ADV
cana-4625	51	12	powerful	powerful	ADJ
cana-4625	51	13	predictive	predictive	ADJ
cana-4625	51	14	capabilities	capability	NOUN
cana-4625	51	15	is	be	AUX
cana-4625	51	16	in	in	ADP
cana-4625	51	17	its	its	PRON
cana-4625	51	18	ability	ability	NOUN
cana-4625	51	19	to	to	PART
cana-4625	51	20	anticipate	anticipate	VERB
cana-4625	51	21	future	future	ADJ
cana-4625	51	22	medical	medical	ADJ
cana-4625	51	23	events	event	NOUN
cana-4625	51	24	by	by	ADP
cana-4625	51	25	utilizing	utilize	VERB
cana-4625	51	26	complex	complex	ADJ
cana-4625	51	27	data	datum	NOUN
cana-4625	51	28	correlations	correlation	NOUN
cana-4625	51	29	.	.	PUNCT
cana-4625	52	1	this	this	DET
cana-4625	52	2	information	information	NOUN
cana-4625	52	3	comes	come	VERB
cana-4625	52	4	from	from	ADP
cana-4625	52	5	a	a	DET
cana-4625	52	6	variety	variety	NOUN
cana-4625	52	7	of	of	ADP
cana-4625	52	8	sources	source	NOUN
cana-4625	52	9	,	,	PUNCT
cana-4625	52	10	such	such	ADJ
cana-4625	52	11	as	as	ADP
cana-4625	52	12	photographs	photograph	NOUN
cana-4625	52	13	,	,	PUNCT
cana-4625	52	14	patient	patient	ADJ
cana-4625	52	15	records	record	NOUN
cana-4625	52	16	,	,	PUNCT
cana-4625	52	17	clinical	clinical	ADJ
cana-4625	52	18	data	datum	NOUN
cana-4625	52	19	,	,	PUNCT
cana-4625	52	20	as	as	ADV
cana-4625	52	21	well	well	ADV
cana-4625	52	22	as	as	ADP
cana-4625	52	23	additional	additional	ADJ
cana-4625	52	24	sources	source	NOUN
cana-4625	52	25	.	.	PUNCT
cana-4625	53	1	ml	ml	NOUN
cana-4625	53	2	-	-	PUNCT
cana-4625	53	3	machine	machine	NOUN
cana-4625	53	4	learning[21	learning[21	PROPN
cana-4625	53	5	]	]	PUNCT
cana-4625	53	6	and	and	CCONJ
cana-4625	53	7	dl	dl	ADJ
cana-4625	53	8	-	-	PUNCT
cana-4625	53	9	deep	deep	ADJ
cana-4625	53	10	learning	learning	NOUN
cana-4625	53	11	techniques[22	techniques[22	NOUN
cana-4625	53	12	]	]	X
cana-4625	53	13	are	be	AUX
cana-4625	53	14	then	then	ADV
cana-4625	53	15	utilized	utilize	VERB
cana-4625	53	16	in	in	ADP
cana-4625	53	17	order	order	NOUN
cana-4625	53	18	to	to	PART
cana-4625	53	19	develop	develop	VERB
cana-4625	53	20	the	the	DET
cana-4625	53	21	process	process	NOUN
cana-4625	53	22	of	of	ADP
cana-4625	53	23	providing	provide	VERB
cana-4625	53	24	a	a	DET
cana-4625	53	25	diagnosis	diagnosis	NOUN
cana-4625	53	26	and	and	CCONJ
cana-4625	53	27	making	make	VERB
cana-4625	53	28	predictions	prediction	NOUN
cana-4625	53	29	regarding	regard	VERB
cana-4625	53	30	diseases	disease	NOUN
cana-4625	53	31	.	.	PUNCT
cana-4625	54	1	in	in	ADP
cana-4625	54	2	order	order	NOUN
cana-4625	54	3	to	to	PART
cana-4625	54	4	identify	identify	VERB
cana-4625	54	5	and	and	CCONJ
cana-4625	54	6	treat	treat	VERB
cana-4625	54	7	a	a	DET
cana-4625	54	8	patient	patient	NOUN
cana-4625	54	9	's	's	PART
cana-4625	54	10	condition	condition	NOUN
cana-4625	54	11	in	in	ADP
cana-4625	54	12	a	a	DET
cana-4625	54	13	more	more	ADV
cana-4625	54	14	timely	timely	ADJ
cana-4625	54	15	and	and	CCONJ
cana-4625	54	16	accurate	accurate	ADJ
cana-4625	54	17	manner	manner	NOUN
cana-4625	54	18	,	,	PUNCT
cana-4625	54	19	medical	medical	ADJ
cana-4625	54	20	personnel	personnel	NOUN
cana-4625	54	21	can	can	AUX
cana-4625	54	22	benefit	benefit	VERB
cana-4625	54	23	from	from	ADP
cana-4625	54	24	following	follow	VERB
cana-4625	54	25	these	these	DET
cana-4625	54	26	procedures	procedure	NOUN
cana-4625	54	27	[	[	X
cana-4625	54	28	23	23	NUM
cana-4625	54	29	]	]	PUNCT
cana-4625	54	30	.	.	PUNCT
cana-4625	55	1	in	in	ADP
cana-4625	55	2	addition	addition	NOUN
cana-4625	55	3	,	,	PUNCT
cana-4625	55	4	forecasting	forecast	VERB
cana-4625	55	5	in	in	ADP
cana-4625	55	6	the	the	DET
cana-4625	55	7	healthcare	healthcare	NOUN
cana-4625	55	8	industry	industry	NOUN
cana-4625	55	9	can	can	AUX
cana-4625	55	10	be	be	AUX
cana-4625	55	11	utilized	utilize	VERB
cana-4625	55	12	to	to	PART
cana-4625	55	13	enhance	enhance	VERB
cana-4625	55	14	both	both	DET
cana-4625	55	15	the	the	DET
cana-4625	55	16	precision	precision	NOUN
cana-4625	55	17	and	and	CCONJ
cana-4625	55	18	the	the	DET
cana-4625	55	19	speed	speed	NOUN
cana-4625	55	20	of	of	ADP
cana-4625	55	21	diagnosis	diagnosis	NOUN
cana-4625	55	22	.	.	PUNCT
cana-4625	56	1	physicians	physician	NOUN
cana-4625	56	2	and	and	CCONJ
cana-4625	56	3	other	other	ADJ
cana-4625	56	4	medical	medical	ADJ
cana-4625	56	5	personnel	personnel	NOUN
cana-4625	56	6	are	be	AUX
cana-4625	56	7	able	able	ADJ
cana-4625	56	8	to	to	PART
cana-4625	56	9	identify	identify	VERB
cana-4625	56	10	and	and	CCONJ
cana-4625	56	11	treat	treat	VERB
cana-4625	56	12	patients	patient	NOUN
cana-4625	56	13	more	more	ADV
cana-4625	56	14	promptly	promptly	ADV
cana-4625	56	15	and	and	CCONJ
cana-4625	56	16	effectively	effectively	ADV
cana-4625	56	17	when	when	SCONJ
cana-4625	56	18	they	they	PRON
cana-4625	56	19	are	be	AUX
cana-4625	56	20	able	able	ADJ
cana-4625	56	21	to	to	PART
cana-4625	56	22	anticipate	anticipate	VERB
cana-4625	56	23	possible	possible	ADJ
cana-4625	56	24	medical	medical	ADJ
cana-4625	56	25	events[24	events[24	NOUN
cana-4625	56	26	]	]	PUNCT
cana-4625	56	27	.	.	PUNCT
cana-4625	57	1	the	the	DET
cana-4625	57	2	outcomes	outcome	NOUN
cana-4625	57	3	for	for	ADP
cana-4625	57	4	patients	patient	NOUN
cana-4625	57	5	may	may	AUX
cana-4625	57	6	improve	improve	VERB
cana-4625	57	7	as	as	ADP
cana-4625	57	8	a	a	DET
cana-4625	57	9	consequence	consequence	NOUN
cana-4625	57	10	of	of	ADP
cana-4625	57	11	this	this	PRON
cana-4625	57	12	,	,	PUNCT
cana-4625	57	13	and	and	CCONJ
cana-4625	57	14	it	it	PRON
cana-4625	57	15	may	may	AUX
cana-4625	57	16	even	even	ADV
cana-4625	57	17	contribute	contribute	VERB
cana-4625	57	18	to	to	ADP
cana-4625	57	19	cost	cost	NOUN
cana-4625	57	20	savings	saving	NOUN
cana-4625	57	21	.	.	PUNCT
cana-4625	58	1	in	in	ADP
cana-4625	58	2	addition	addition	NOUN
cana-4625	58	3	,	,	PUNCT
cana-4625	58	4	the	the	DET
cana-4625	58	5	utilization	utilization	NOUN
cana-4625	58	6	of	of	ADP
cana-4625	58	7	healthcare	healthcare	NOUN
cana-4625	58	8	forecasting	forecasting	NOUN
cana-4625	58	9	can	can	AUX
cana-4625	58	10	assist	assist	VERB
cana-4625	58	11	in	in	ADP
cana-4625	58	12	lowering	lower	VERB
cana-4625	58	13	the	the	DET
cana-4625	58	14	probability	probability	NOUN
cana-4625	58	15	of	of	ADP
cana-4625	58	16	medical	medical	ADJ
cana-4625	58	17	errors	error	NOUN
cana-4625	58	18	occurring	occur	VERB
cana-4625	58	19	.	.	PUNCT
cana-4625	59	1	the	the	DET
cana-4625	59	2	ability	ability	NOUN
cana-4625	59	3	to	to	PART
cana-4625	59	4	anticipate	anticipate	VERB
cana-4625	59	5	medical	medical	ADJ
cana-4625	59	6	events	event	NOUN
cana-4625	59	7	and	and	CCONJ
cana-4625	59	8	take	take	VERB
cana-4625	59	9	the	the	DET
cana-4625	59	10	required	require	VERB
cana-4625	59	11	response	response	NOUN
cana-4625	59	12	is	be	AUX
cana-4625	59	13	a	a	DET
cana-4625	59	14	means	means	NOUN
cana-4625	59	15	by	by	ADP
cana-4625	59	16	which	which	PRON
cana-4625	59	17	healthcare	healthcare	NOUN
cana-4625	59	18	practitioners	practitioner	NOUN
cana-4625	59	19	can	can	AUX
cana-4625	59	20	avert	avert	VERB
cana-4625	59	21	medical	medical	ADJ
cana-4625	59	22	events	event	NOUN
cana-4625	59	23	.	.	PUNCT
cana-4625	60	1	this	this	PRON
cana-4625	60	2	has	have	VERB
cana-4625	60	3	the	the	DET
cana-4625	60	4	potential	potential	NOUN
cana-4625	60	5	to	to	PART
cana-4625	60	6	assist	assist	VERB
cana-4625	60	7	reduce	reduce	VERB
cana-4625	60	8	the	the	DET
cana-4625	60	9	number	number	NOUN
cana-4625	60	10	of	of	ADP
cana-4625	60	11	medical	medical	ADJ
cana-4625	60	12	errors	error	NOUN
cana-4625	60	13	that	that	PRON
cana-4625	60	14	take	take	VERB
cana-4625	60	15	place	place	NOUN
cana-4625	60	16	,	,	PUNCT
cana-4625	60	17	which	which	PRON
cana-4625	60	18	will	will	AUX
cana-4625	60	19	ultimately	ultimately	ADV
cana-4625	60	20	lead	lead	VERB
cana-4625	60	21	to	to	ADP
cana-4625	60	22	improved	improve	VERB
cana-4625	60	23	patient	patient	ADJ
cana-4625	60	24	care[25,26	care[25,26	NOUN
cana-4625	60	25	]	]	PUNCT
cana-4625	60	26	.	.	PUNCT
cana-4625	61	1	this	this	DET
cana-4625	61	2	cutting	cut	VERB
cana-4625	61	3	-	-	PUNCT
cana-4625	61	4	edge	edge	NOUN
cana-4625	61	5	technology	technology	NOUN
cana-4625	61	6	makes	make	VERB
cana-4625	61	7	use	use	NOUN
cana-4625	61	8	of	of	ADP
cana-4625	61	9	data	datum	NOUN
cana-4625	61	10	collected	collect	VERB
cana-4625	61	11	from	from	ADP
cana-4625	61	12	previous	previous	ADJ
cana-4625	61	13	events	event	NOUN
cana-4625	61	14	in	in	ADP
cana-4625	61	15	order	order	NOUN
cana-4625	61	16	to	to	PART
cana-4625	61	17	generate	generate	VERB
cana-4625	61	18	predictions	prediction	NOUN
cana-4625	61	19	about	about	ADP
cana-4625	61	20	trends	trend	NOUN
cana-4625	61	21	and	and	CCONJ
cana-4625	61	22	outcomes	outcome	NOUN
cana-4625	61	23	in	in	ADP
cana-4625	61	24	the	the	DET
cana-4625	61	25	future	future	NOUN
cana-4625	61	26	.	.	PUNCT
cana-4625	62	1	as	as	ADP
cana-4625	62	2	a	a	DET
cana-4625	62	3	consequence	consequence	NOUN
cana-4625	62	4	,	,	PUNCT
cana-4625	62	5	child	child	NOUN
cana-4625	62	6	welfare	welfare	NOUN
cana-4625	62	7	groups	group	NOUN
cana-4625	62	8	are	be	AUX
cana-4625	62	9	able	able	ADJ
cana-4625	62	10	to	to	PART
cana-4625	62	11	make	make	VERB
cana-4625	62	12	more	more	ADV
cana-4625	62	13	informed	informed	ADJ
cana-4625	62	14	decisions	decision	NOUN
cana-4625	62	15	regarding	regard	VERB
cana-4625	62	16	the	the	DET
cana-4625	62	17	techniques	technique	NOUN
cana-4625	62	18	that	that	PRON
cana-4625	62	19	will	will	AUX
cana-4625	62	20	be	be	AUX
cana-4625	62	21	most	most	ADV
cana-4625	62	22	effective	effective	ADJ
cana-4625	62	23	in	in	ADP
cana-4625	62	24	assisting	assist	VERB
cana-4625	62	25	communications	communication	NOUN
cana-4625	62	26	on	on	ADP
cana-4625	62	27	applied	apply	VERB
cana-4625	62	28	nonlinear	nonlinear	ADJ
cana-4625	62	29	analysis	analysis	NOUN
cana-4625	62	30	issn	issn	NOUN
cana-4625	62	31	:	:	PUNCT
cana-4625	62	32	1074	1074	NUM
cana-4625	62	33	-	-	PUNCT
cana-4625	62	34	133x	133x	NUM
cana-4625	62	35	vol	vol	NOUN
cana-4625	62	36	32	32	NUM
cana-4625	62	37	no	no	NOUN
cana-4625	62	38	.	.	PUNCT
cana-4625	63	1	9s	9s	NUM
cana-4625	63	2	(	(	PUNCT
cana-4625	63	3	2025	2025	NUM
cana-4625	63	4	)	)	PUNCT
cana-4625	63	5	3094	3094	NUM
cana-4625	63	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-4625	63	7	their	their	PRON
cana-4625	63	8	clients	client	NOUN
cana-4625	63	9	.	.	PUNCT
cana-4625	64	1	it	it	PRON
cana-4625	64	2	is	be	AUX
cana-4625	64	3	imperative	imperative	ADJ
cana-4625	64	4	that	that	SCONJ
cana-4625	64	5	predictive	predictive	ADJ
cana-4625	64	6	analytics	analytic	NOUN
cana-4625	64	7	,	,	PUNCT
cana-4625	64	8	just	just	ADV
cana-4625	64	9	like	like	ADP
cana-4625	64	10	any	any	DET
cana-4625	64	11	other	other	ADJ
cana-4625	64	12	data	data	NOUN
cana-4625	64	13	-	-	PUNCT
cana-4625	64	14	driven	drive	VERB
cana-4625	64	15	tool	tool	NOUN
cana-4625	64	16	,	,	PUNCT
cana-4625	64	17	be	be	AUX
cana-4625	64	18	utilized	utilize	VERB
cana-4625	64	19	in	in	ADP
cana-4625	64	20	a	a	DET
cana-4625	64	21	responsible	responsible	ADJ
cana-4625	64	22	manner	manner	NOUN
cana-4625	64	23	in	in	ADP
cana-4625	64	24	order	order	NOUN
cana-4625	64	25	to	to	PART
cana-4625	64	26	guarantee	guarantee	VERB
cana-4625	64	27	processes	process	NOUN
cana-4625	64	28	that	that	PRON
cana-4625	64	29	are	be	AUX
cana-4625	64	30	both	both	ADV
cana-4625	64	31	efficient	efficient	ADJ
cana-4625	64	32	and	and	CCONJ
cana-4625	64	33	ethical	ethical	ADJ
cana-4625	64	34	[	[	X
cana-4625	64	35	27	27	NUM
cana-4625	64	36	]	]	PUNCT
cana-4625	64	37	.	.	PUNCT
cana-4625	65	1	one	one	NUM
cana-4625	65	2	of	of	ADP
cana-4625	65	3	the	the	DET
cana-4625	65	4	key	key	ADJ
cana-4625	65	5	functions	function	NOUN
cana-4625	65	6	of	of	ADP
cana-4625	65	7	prognostic	prognostic	ADJ
cana-4625	65	8	analytics	analytic	NOUN
cana-4625	65	9	is	be	AUX
cana-4625	65	10	to	to	PART
cana-4625	65	11	recognize	recognize	VERB
cana-4625	65	12	patterns	pattern	NOUN
cana-4625	65	13	in	in	ADP
cana-4625	65	14	existing	exist	VERB
cana-4625	65	15	data	datum	NOUN
cana-4625	65	16	and	and	CCONJ
cana-4625	65	17	then	then	ADV
cana-4625	65	18	make	make	VERB
cana-4625	65	19	use	use	NOUN
cana-4625	65	20	of	of	ADP
cana-4625	65	21	those	those	DET
cana-4625	65	22	patterns	pattern	NOUN
cana-4625	65	23	to	to	PART
cana-4625	65	24	make	make	VERB
cana-4625	65	25	predictions	prediction	NOUN
cana-4625	65	26	about	about	ADP
cana-4625	65	27	future	future	ADJ
cana-4625	65	28	occurring	occur	VERB
cana-4625	65	29	events	event	NOUN
cana-4625	65	30	.	.	PUNCT
cana-4625	66	1	for	for	ADP
cana-4625	66	2	the	the	DET
cana-4625	66	3	purpose	purpose	NOUN
cana-4625	66	4	of	of	ADP
cana-4625	66	5	identifying	identify	VERB
cana-4625	66	6	systemic	systemic	ADJ
cana-4625	66	7	issues	issue	NOUN
cana-4625	66	8	that	that	PRON
cana-4625	66	9	may	may	AUX
cana-4625	66	10	be	be	AUX
cana-4625	66	11	compromising	compromise	VERB
cana-4625	66	12	child	child	NOUN
cana-4625	66	13	protection	protection	NOUN
cana-4625	66	14	protocols	protocol	NOUN
cana-4625	66	15	,	,	PUNCT
cana-4625	66	16	predictive	predictive	ADJ
cana-4625	66	17	analytics	analytic	NOUN
cana-4625	66	18	can	can	AUX
cana-4625	66	19	be	be	AUX
cana-4625	66	20	utilized	utilize	VERB
cana-4625	66	21	in	in	ADP
cana-4625	66	22	the	the	DET
cana-4625	66	23	context	context	NOUN
cana-4625	66	24	of	of	ADP
cana-4625	66	25	child	child	NOUN
cana-4625	66	26	-	-	PUNCT
cana-4625	66	27	welfare	welfare	NOUN
cana-4625	66	28	services	service	NOUN
cana-4625	66	29	.	.	PUNCT
cana-4625	67	1	it	it	PRON
cana-4625	67	2	is	be	AUX
cana-4625	67	3	possible	possible	ADJ
cana-4625	67	4	,	,	PUNCT
cana-4625	67	5	for	for	ADP
cana-4625	67	6	instance	instance	NOUN
cana-4625	67	7	,	,	PUNCT
cana-4625	67	8	to	to	PART
cana-4625	67	9	utilize	utilize	VERB
cana-4625	67	10	it	it	PRON
cana-4625	67	11	to	to	PART
cana-4625	67	12	identify	identify	VERB
cana-4625	67	13	racial	racial	ADJ
cana-4625	67	14	discrepancies	discrepancy	NOUN
cana-4625	67	15	in	in	ADP
cana-4625	67	16	the	the	DET
cana-4625	67	17	manner	manner	NOUN
cana-4625	67	18	in	in	ADP
cana-4625	67	19	which	which	PRON
cana-4625	67	20	the	the	DET
cana-4625	67	21	system	system	NOUN
cana-4625	67	22	treats	treat	VERB
cana-4625	67	23	certain	certain	ADJ
cana-4625	67	24	families	family	NOUN
cana-4625	67	25	[	[	X
cana-4625	67	26	28	28	NUM
cana-4625	67	27	]	]	PUNCT
cana-4625	67	28	.	.	PUNCT
cana-4625	68	1	childwelfare	childwelfare	NOUN
cana-4625	68	2	groups	group	NOUN
cana-4625	68	3	are	be	AUX
cana-4625	68	4	able	able	ADJ
cana-4625	68	5	to	to	PART
cana-4625	68	6	take	take	VERB
cana-4625	68	7	action	action	NOUN
cana-4625	68	8	to	to	PART
cana-4625	68	9	correct	correct	VERB
cana-4625	68	10	these	these	DET
cana-4625	68	11	differences	difference	NOUN
cana-4625	68	12	after	after	SCONJ
cana-4625	68	13	they	they	PRON
cana-4625	68	14	have	have	AUX
cana-4625	68	15	been	be	AUX
cana-4625	68	16	discovered	discover	VERB
cana-4625	68	17	through	through	ADP
cana-4625	68	18	the	the	DET
cana-4625	68	19	use	use	NOUN
cana-4625	68	20	of	of	ADP
cana-4625	68	21	predictive	predictive	ADJ
cana-4625	68	22	analytics	analytic	NOUN
cana-4625	68	23	.	.	PUNCT
cana-4625	69	1	this	this	PRON
cana-4625	69	2	is	be	AUX
cana-4625	69	3	done	do	VERB
cana-4625	69	4	in	in	ADP
cana-4625	69	5	order	order	NOUN
cana-4625	69	6	to	to	PART
cana-4625	69	7	guarantee	guarantee	VERB
cana-4625	69	8	that	that	SCONJ
cana-4625	69	9	all	all	DET
cana-4625	69	10	families	family	NOUN
cana-4625	69	11	are	be	AUX
cana-4625	69	12	handled	handle	VERB
cana-4625	69	13	in	in	ADP
cana-4625	69	14	a	a	DET
cana-4625	69	15	similar	similar	ADJ
cana-4625	69	16	and	and	CCONJ
cana-4625	69	17	equitable	equitable	ADJ
cana-4625	69	18	manner	manner	NOUN
cana-4625	69	19	[	[	X
cana-4625	69	20	29,20	29,20	NUM
cana-4625	69	21	]	]	PUNCT
cana-4625	69	22	.	.	PUNCT
cana-4625	70	1	it	it	PRON
cana-4625	70	2	is	be	AUX
cana-4625	70	3	also	also	ADV
cana-4625	70	4	possible	possible	ADJ
cana-4625	70	5	to	to	PART
cana-4625	70	6	utilize	utilize	VERB
cana-4625	70	7	predictive	predictive	ADJ
cana-4625	70	8	analytics	analytic	NOUN
cana-4625	70	9	to	to	PART
cana-4625	70	10	identify	identify	VERB
cana-4625	70	11	families	family	NOUN
cana-4625	70	12	that	that	PRON
cana-4625	70	13	may	may	AUX
cana-4625	70	14	be	be	AUX
cana-4625	70	15	at	at	ADP
cana-4625	70	16	risk	risk	NOUN
cana-4625	70	17	of	of	ADP
cana-4625	70	18	being	be	AUX
cana-4625	70	19	abused	abuse	VERB
cana-4625	70	20	or	or	CCONJ
cana-4625	70	21	neglected	neglect	VERB
cana-4625	70	22	and	and	CCONJ
cana-4625	70	23	to	to	PART
cana-4625	70	24	take	take	VERB
cana-4625	70	25	preventative	preventative	ADJ
cana-4625	70	26	measures	measure	NOUN
cana-4625	70	27	before	before	SCONJ
cana-4625	70	28	the	the	DET
cana-4625	70	29	situation	situation	NOUN
cana-4625	70	30	becomes	become	VERB
cana-4625	70	31	out	out	ADP
cana-4625	70	32	of	of	ADP
cana-4625	70	33	control	control	NOUN
cana-4625	70	34	.	.	PUNCT
cana-4625	71	1	by	by	ADP
cana-4625	71	2	evaluating	evaluate	VERB
cana-4625	71	3	data	datum	NOUN
cana-4625	71	4	from	from	ADP
cana-4625	71	5	previous	previous	ADJ
cana-4625	71	6	cases	case	NOUN
cana-4625	71	7	,	,	PUNCT
cana-4625	71	8	agencies	agency	NOUN
cana-4625	71	9	that	that	PRON
cana-4625	71	10	provide	provide	VERB
cana-4625	71	11	services	service	NOUN
cana-4625	71	12	to	to	ADP
cana-4625	71	13	children	child	NOUN
cana-4625	71	14	can	can	AUX
cana-4625	71	15	more	more	ADV
cana-4625	71	16	effectively	effectively	ADV
cana-4625	71	17	identify	identify	VERB
cana-4625	71	18	families	family	NOUN
cana-4625	71	19	that	that	PRON
cana-4625	71	20	may	may	AUX
cana-4625	71	21	be	be	AUX
cana-4625	71	22	at	at	ADP
cana-4625	71	23	risk	risk	NOUN
cana-4625	71	24	and	and	CCONJ
cana-4625	71	25	concentrate	concentrate	VERB
cana-4625	71	26	additional	additional	ADJ
cana-4625	71	27	resources	resource	NOUN
cana-4625	71	28	and	and	CCONJ
cana-4625	71	29	services	service	NOUN
cana-4625	71	30	on	on	ADP
cana-4625	71	31	those	those	DET
cana-4625	71	32	families	family	NOUN
cana-4625	71	33	they	they	PRON
cana-4625	71	34	have	have	AUX
cana-4625	71	35	identified	identify	VERB
cana-4625	71	36	.	.	PUNCT
cana-4625	72	1	the	the	DET
cana-4625	72	2	provision	provision	NOUN
cana-4625	72	3	of	of	ADP
cana-4625	72	4	appropriate	appropriate	ADJ
cana-4625	72	5	services	service	NOUN
cana-4625	72	6	to	to	ADP
cana-4625	72	7	people	people	NOUN
cana-4625	72	8	who	who	PRON
cana-4625	72	9	have	have	VERB
cana-4625	72	10	the	the	DET
cana-4625	72	11	greatest	great	ADJ
cana-4625	72	12	need	need	NOUN
cana-4625	72	13	for	for	ADP
cana-4625	72	14	them	they	PRON
cana-4625	72	15	and	and	CCONJ
cana-4625	72	16	the	the	DET
cana-4625	72	17	improvement	improvement	NOUN
cana-4625	72	18	of	of	ADP
cana-4625	72	19	the	the	DET
cana-4625	72	20	functioning	functioning	NOUN
cana-4625	72	21	of	of	ADP
cana-4625	72	22	the	the	DET
cana-4625	72	23	child	child	NOUN
cana-4625	72	24	protection	protection	NOUN
cana-4625	72	25	system	system	NOUN
cana-4625	72	26	are	be	AUX
cana-4625	72	27	both	both	PRON
cana-4625	72	28	possible	possible	ADJ
cana-4625	72	29	outcomes	outcome	NOUN
cana-4625	72	30	that	that	PRON
cana-4625	72	31	can	can	AUX
cana-4625	72	32	be	be	AUX
cana-4625	72	33	facilitated	facilitate	VERB
cana-4625	72	34	by	by	ADP
cana-4625	72	35	this[31,32	this[31,32	NOUN
cana-4625	72	36	]	]	PUNCT
cana-4625	72	37	.	.	PUNCT
cana-4625	73	1	in	in	ADP
cana-4625	73	2	spite	spite	NOUN
cana-4625	73	3	of	of	ADP
cana-4625	73	4	the	the	DET
cana-4625	73	5	fact	fact	NOUN
cana-4625	73	6	that	that	SCONJ
cana-4625	73	7	predictive	predictive	ADJ
cana-4625	73	8	analytics	analytic	NOUN
cana-4625	73	9	may	may	AUX
cana-4625	73	10	have	have	AUX
cana-4625	73	11	certain	certain	ADJ
cana-4625	73	12	advantages	advantage	NOUN
cana-4625	73	13	,	,	PUNCT
cana-4625	73	14	it	it	PRON
cana-4625	73	15	is	be	AUX
cana-4625	73	16	essential	essential	ADJ
cana-4625	73	17	to	to	PART
cana-4625	73	18	keep	keep	VERB
cana-4625	73	19	in	in	ADP
cana-4625	73	20	mind	mind	NOUN
cana-4625	73	21	that	that	SCONJ
cana-4625	73	22	this	this	DET
cana-4625	73	23	instrument	instrument	NOUN
cana-4625	73	24	must	must	AUX
cana-4625	73	25	be	be	AUX
cana-4625	73	26	utilized	utilize	VERB
cana-4625	73	27	with	with	ADP
cana-4625	73	28	extreme	extreme	ADJ
cana-4625	73	29	caution	caution	NOUN
cana-4625	73	30	.	.	PUNCT
cana-4625	74	1	when	when	SCONJ
cana-4625	74	2	predictive	predictive	ADJ
cana-4625	74	3	analytics	analytic	NOUN
cana-4625	74	4	are	be	AUX
cana-4625	74	5	applied	apply	VERB
cana-4625	74	6	in	in	ADP
cana-4625	74	7	an	an	DET
cana-4625	74	8	improper	improper	ADJ
cana-4625	74	9	manner	manner	NOUN
cana-4625	74	10	,	,	PUNCT
cana-4625	74	11	it	it	PRON
cana-4625	74	12	might	might	AUX
cana-4625	74	13	result	result	VERB
cana-4625	74	14	in	in	ADP
cana-4625	74	15	decisions	decision	NOUN
cana-4625	74	16	that	that	PRON
cana-4625	74	17	are	be	AUX
cana-4625	74	18	either	either	CCONJ
cana-4625	74	19	erroneous	erroneous	ADJ
cana-4625	74	20	or	or	CCONJ
cana-4625	74	21	biased	biased	ADJ
cana-4625	74	22	,	,	PUNCT
cana-4625	74	23	which	which	PRON
cana-4625	74	24	can	can	AUX
cana-4625	74	25	have	have	VERB
cana-4625	74	26	serious	serious	ADJ
cana-4625	74	27	repercussions	repercussion	NOUN
cana-4625	74	28	[	[	X
cana-4625	74	29	33	33	NUM
cana-4625	74	30	]	]	PUNCT
cana-4625	74	31	.	.	PUNCT
cana-4625	75	1	for	for	ADP
cana-4625	75	2	instance	instance	NOUN
cana-4625	75	3	,	,	PUNCT
cana-4625	75	4	excessive	excessive	ADJ
cana-4625	75	5	monitoring	monitoring	NOUN
cana-4625	75	6	of	of	ADP
cana-4625	75	7	particular	particular	ADJ
cana-4625	75	8	families	family	NOUN
cana-4625	75	9	as	as	ADP
cana-4625	75	10	a	a	DET
cana-4625	75	11	result	result	NOUN
cana-4625	75	12	of	of	ADP
cana-4625	75	13	incorrect	incorrect	ADJ
cana-4625	75	14	interpretation	interpretation	NOUN
cana-4625	75	15	of	of	ADP
cana-4625	75	16	findings	finding	NOUN
cana-4625	75	17	or	or	CCONJ
cana-4625	75	18	instruments	instrument	NOUN
cana-4625	75	19	that	that	PRON
cana-4625	75	20	are	be	AUX
cana-4625	75	21	not	not	PART
cana-4625	75	22	directed	direct	VERB
cana-4625	75	23	appropriately	appropriately	ADV
cana-4625	75	24	might	might	AUX
cana-4625	75	25	result	result	VERB
cana-4625	75	26	in	in	ADP
cana-4625	75	27	intrusive	intrusive	ADJ
cana-4625	75	28	actions	action	NOUN
cana-4625	75	29	that	that	PRON
cana-4625	75	30	can	can	AUX
cana-4625	75	31	have	have	VERB
cana-4625	75	32	negative	negative	ADJ
cana-4625	75	33	consequences	consequence	NOUN
cana-4625	75	34	that	that	PRON
cana-4625	75	35	continue	continue	VERB
cana-4625	75	36	for	for	ADP
cana-4625	75	37	a	a	DET
cana-4625	75	38	long	long	ADJ
cana-4625	75	39	time	time	NOUN
cana-4625	75	40	[	[	X
cana-4625	75	41	34	34	NUM
cana-4625	75	42	]	]	PUNCT
cana-4625	75	43	.	.	PUNCT
cana-4625	76	1	for	for	ADP
cana-4625	76	2	the	the	DET
cana-4625	76	3	purpose	purpose	NOUN
cana-4625	76	4	of	of	ADP
cana-4625	76	5	ensuring	ensure	VERB
cana-4625	76	6	that	that	SCONJ
cana-4625	76	7	predictive	predictive	ADJ
cana-4625	76	8	analytics	analytic	NOUN
cana-4625	76	9	are	be	AUX
cana-4625	76	10	utilized	utilize	VERB
cana-4625	76	11	in	in	ADP
cana-4625	76	12	a	a	DET
cana-4625	76	13	responsible	responsible	ADJ
cana-4625	76	14	and	and	CCONJ
cana-4625	76	15	ethical	ethical	ADJ
cana-4625	76	16	manner	manner	NOUN
cana-4625	76	17	within	within	ADP
cana-4625	76	18	the	the	DET
cana-4625	76	19	child	child	NOUN
cana-4625	76	20	welfare	welfare	NOUN
cana-4625	76	21	system	system	NOUN
cana-4625	76	22	,	,	PUNCT
cana-4625	76	23	it	it	PRON
cana-4625	76	24	is	be	AUX
cana-4625	76	25	absolutely	absolutely	ADV
cana-4625	76	26	crucial	crucial	ADJ
cana-4625	76	27	for	for	ADP
cana-4625	76	28	organizations	organization	NOUN
cana-4625	76	29	that	that	PRON
cana-4625	76	30	work	work	VERB
cana-4625	76	31	in	in	ADP
cana-4625	76	32	the	the	DET
cana-4625	76	33	field	field	NOUN
cana-4625	76	34	of	of	ADP
cana-4625	76	35	child	child	NOUN
cana-4625	76	36	welfare	welfare	NOUN
cana-4625	76	37	to	to	PART
cana-4625	76	38	possess	possess	VERB
cana-4625	76	39	the	the	DET
cana-4625	76	40	resources	resource	NOUN
cana-4625	76	41	and	and	CCONJ
cana-4625	76	42	oversight	oversight	NOUN
cana-4625	76	43	necessary	necessary	ADJ
cana-4625	76	44	to	to	PART
cana-4625	76	45	monitor	monitor	VERB
cana-4625	76	46	and	and	CCONJ
cana-4625	76	47	assess	assess	VERB
cana-4625	76	48	the	the	DET
cana-4625	76	49	data	datum	NOUN
cana-4625	76	50	that	that	PRON
cana-4625	76	51	they	they	PRON
cana-4625	76	52	continue	continue	VERB
cana-4625	76	53	to	to	PART
cana-4625	76	54	collect[35,36	collect[35,36	VERB
cana-4625	76	55	]	]	PUNCT
cana-4625	76	56	.	.	PUNCT
cana-4625	77	1	this	this	PRON
cana-4625	77	2	should	should	AUX
cana-4625	77	3	entail	entail	VERB
cana-4625	77	4	conducting	conduct	VERB
cana-4625	77	5	regular	regular	ADJ
cana-4625	77	6	audits	audits	NOUN
cana-4625	77	7	of	of	ADP
cana-4625	77	8	the	the	DET
cana-4625	77	9	data	datum	NOUN
cana-4625	77	10	and	and	CCONJ
cana-4625	77	11	the	the	DET
cana-4625	77	12	instruments	instrument	NOUN
cana-4625	77	13	that	that	PRON
cana-4625	77	14	were	be	AUX
cana-4625	77	15	used	use	VERB
cana-4625	77	16	to	to	PART
cana-4625	77	17	gather	gather	VERB
cana-4625	77	18	it	it	PRON
cana-4625	77	19	,	,	PUNCT
cana-4625	77	20	as	as	ADV
cana-4625	77	21	well	well	ADV
cana-4625	77	22	as	as	ADP
cana-4625	77	23	providing	provide	VERB
cana-4625	77	24	training	training	NOUN
cana-4625	77	25	for	for	ADP
cana-4625	77	26	the	the	DET
cana-4625	77	27	personnel	personnel	NOUN
cana-4625	77	28	to	to	PART
cana-4625	77	29	ensure	ensure	VERB
cana-4625	77	30	that	that	SCONJ
cana-4625	77	31	they	they	PRON
cana-4625	77	32	are	be	AUX
cana-4625	77	33	aware	aware	ADJ
cana-4625	77	34	of	of	ADP
cana-4625	77	35	the	the	DET
cana-4625	77	36	consequences	consequence	NOUN
cana-4625	77	37	of	of	ADP
cana-4625	77	38	the	the	DET
cana-4625	77	39	data	datum	NOUN
cana-4625	77	40	that	that	PRON
cana-4625	77	41	they	they	PRON
cana-4625	77	42	are	be	AUX
cana-4625	77	43	collecting	collect	VERB
cana-4625	77	44	[	[	PUNCT
cana-4625	77	45	37	37	NUM
cana-4625	77	46	]	]	PUNCT
cana-4625	77	47	.	.	PUNCT
cana-4625	78	1	in	in	ADP
cana-4625	78	2	general	general	ADJ
cana-4625	78	3	,	,	PUNCT
cana-4625	78	4	when	when	SCONJ
cana-4625	78	5	applied	apply	VERB
cana-4625	78	6	appropriately	appropriately	ADV
cana-4625	78	7	,	,	PUNCT
cana-4625	78	8	predictive	predictive	ADJ
cana-4625	78	9	analytics	analytic	NOUN
cana-4625	78	10	has	have	VERB
cana-4625	78	11	the	the	DET
cana-4625	78	12	potential	potential	NOUN
cana-4625	78	13	to	to	PART
cana-4625	78	14	be	be	AUX
cana-4625	78	15	an	an	DET
cana-4625	78	16	effective	effective	ADJ
cana-4625	78	17	instrument	instrument	NOUN
cana-4625	78	18	for	for	ADP
cana-4625	78	19	utilization	utilization	NOUN
cana-4625	78	20	in	in	ADP
cana-4625	78	21	child	child	NOUN
cana-4625	78	22	welfare	welfare	NOUN
cana-4625	78	23	services	service	NOUN
cana-4625	78	24	and	and	CCONJ
cana-4625	78	25	child	child	NOUN
cana-4625	78	26	protection	protection	NOUN
cana-4625	78	27	measures	measure	NOUN
cana-4625	78	28	.	.	PUNCT
cana-4625	79	1	through	through	ADP
cana-4625	79	2	the	the	DET
cana-4625	79	3	examination	examination	NOUN
cana-4625	79	4	of	of	ADP
cana-4625	79	5	data	datum	NOUN
cana-4625	79	6	from	from	ADP
cana-4625	79	7	previous	previous	ADJ
cana-4625	79	8	occurrences	occurrence	NOUN
cana-4625	79	9	,	,	PUNCT
cana-4625	79	10	it	it	PRON
cana-4625	79	11	is	be	AUX
cana-4625	79	12	possible	possible	ADJ
cana-4625	79	13	to	to	PART
cana-4625	79	14	discover	discover	VERB
cana-4625	79	15	systemic	systemic	ADJ
cana-4625	79	16	problems	problem	NOUN
cana-4625	79	17	and	and	CCONJ
cana-4625	79	18	families	family	NOUN
cana-4625	79	19	that	that	PRON
cana-4625	79	20	are	be	AUX
cana-4625	79	21	at	at	ADP
cana-4625	79	22	danger	danger	NOUN
cana-4625	79	23	,	,	PUNCT
cana-4625	79	24	which	which	PRON
cana-4625	79	25	enables	enable	VERB
cana-4625	79	26	companies	company	NOUN
cana-4625	79	27	to	to	PART
cana-4625	79	28	provide	provide	VERB
cana-4625	79	29	improved	improved	ADJ
cana-4625	79	30	services	service	NOUN
cana-4625	79	31	to	to	ADP
cana-4625	79	32	their	their	PRON
cana-4625	79	33	customers	customer	NOUN
cana-4625	79	34	.	.	PUNCT
cana-4625	80	1	it	it	PRON
cana-4625	80	2	is	be	AUX
cana-4625	80	3	vital	vital	ADJ
cana-4625	80	4	,	,	PUNCT
cana-4625	80	5	however	however	ADV
cana-4625	80	6	,	,	PUNCT
cana-4625	80	7	that	that	SCONJ
cana-4625	80	8	predictive	predictive	ADJ
cana-4625	80	9	analytics	analytic	NOUN
cana-4625	80	10	be	be	AUX
cana-4625	80	11	utilized	utilize	VERB
cana-4625	80	12	in	in	ADP
cana-4625	80	13	a	a	DET
cana-4625	80	14	responsible	responsible	ADJ
cana-4625	80	15	manner	manner	NOUN
cana-4625	80	16	,	,	PUNCT
cana-4625	80	17	with	with	ADP
cana-4625	80	18	ethical	ethical	ADJ
cana-4625	80	19	monitoring	monitoring	NOUN
cana-4625	80	20	and	and	CCONJ
cana-4625	80	21	judicious	judicious	ADJ
cana-4625	80	22	data	datum	NOUN
cana-4625	80	23	application	application	NOUN
cana-4625	80	24	,	,	PUNCT
cana-4625	80	25	because	because	SCONJ
cana-4625	80	26	of	of	ADP
cana-4625	80	27	the	the	DET
cana-4625	80	28	possibility	possibility	NOUN
cana-4625	80	29	that	that	SCONJ
cana-4625	80	30	they	they	PRON
cana-4625	80	31	could	could	AUX
cana-4625	80	32	be	be	AUX
cana-4625	80	33	misused	misuse	VERB
cana-4625	80	34	or	or	CCONJ
cana-4625	80	35	misinterpreted	misinterpret	VERB
cana-4625	80	36	[	[	X
cana-4625	80	37	38,39	38,39	NOUN
cana-4625	80	38	]	]	X
cana-4625	80	39	.	.	PUNCT
cana-4625	81	1	with	with	ADP
cana-4625	81	2	the	the	DET
cana-4625	81	3	appropriate	appropriate	ADJ
cana-4625	81	4	protections	protection	NOUN
cana-4625	81	5	in	in	ADP
cana-4625	81	6	place	place	NOUN
cana-4625	81	7	,	,	PUNCT
cana-4625	81	8	predictive	predictive	ADJ
cana-4625	81	9	analytics	analytic	NOUN
cana-4625	81	10	has	have	VERB
cana-4625	81	11	the	the	DET
cana-4625	81	12	potential	potential	NOUN
cana-4625	81	13	to	to	PART
cana-4625	81	14	assist	assist	VERB
cana-4625	81	15	in	in	ADP
cana-4625	81	16	the	the	DET
cana-4625	81	17	development	development	NOUN
cana-4625	81	18	of	of	ADP
cana-4625	81	19	a	a	DET
cana-4625	81	20	child	child	NOUN
cana-4625	81	21	protection	protection	NOUN
cana-4625	81	22	system	system	NOUN
cana-4625	81	23	that	that	PRON
cana-4625	81	24	is	be	AUX
cana-4625	81	25	both	both	CCONJ
cana-4625	81	26	safer	safe	ADJ
cana-4625	81	27	and	and	CCONJ
cana-4625	81	28	more	more	ADV
cana-4625	81	29	egalitarian	egalitarian	ADJ
cana-4625	81	30	.	.	PUNCT
cana-4625	82	1	an	an	DET
cana-4625	82	2	important	important	ADJ
cana-4625	82	3	diagnostic	diagnostic	NOUN
cana-4625	82	4	in	in	ADP
cana-4625	82	5	the	the	DET
cana-4625	82	6	field	field	NOUN
cana-4625	82	7	of	of	ADP
cana-4625	82	8	healthcare	healthcare	NOUN
cana-4625	82	9	is	be	AUX
cana-4625	82	10	an	an	DET
cana-4625	82	11	example	example	NOUN
cana-4625	82	12	of	of	ADP
cana-4625	82	13	an	an	DET
cana-4625	82	14	issue	issue	NOUN
cana-4625	82	15	that	that	PRON
cana-4625	82	16	exists	exist	VERB
cana-4625	82	17	in	in	ADP
cana-4625	82	18	the	the	DET
cana-4625	82	19	real	real	ADJ
cana-4625	82	20	world	world	NOUN
cana-4625	82	21	and	and	CCONJ
cana-4625	82	22	needs	need	VERB
cana-4625	82	23	to	to	PART
cana-4625	82	24	be	be	AUX
cana-4625	82	25	solved	solve	VERB
cana-4625	82	26	.	.	PUNCT
cana-4625	83	1	the	the	DET
cana-4625	83	2	act	act	NOUN
cana-4625	83	3	of	of	ADP
cana-4625	83	4	transforming	transform	VERB
cana-4625	83	5	observational	observational	ADJ
cana-4625	83	6	data	datum	NOUN
cana-4625	83	7	into	into	ADP
cana-4625	83	8	formal	formal	ADJ
cana-4625	83	9	disease	disease	NOUN
cana-4625	83	10	communications	communication	NOUN
cana-4625	83	11	on	on	ADP
cana-4625	83	12	applied	apply	VERB
cana-4625	83	13	nonlinear	nonlinear	ADJ
cana-4625	83	14	analysis	analysis	NOUN
cana-4625	83	15	issn	issn	NOUN
cana-4625	83	16	:	:	PUNCT
cana-4625	83	17	1074	1074	NUM
cana-4625	83	18	-	-	PUNCT
cana-4625	83	19	133x	133x	NUM
cana-4625	83	20	vol	vol	NOUN
cana-4625	83	21	32	32	NUM
cana-4625	83	22	no	no	NOUN
cana-4625	83	23	.	.	PUNCT
cana-4625	84	1	9s	9s	NUM
cana-4625	84	2	(	(	PUNCT
cana-4625	84	3	2025	2025	NUM
cana-4625	84	4	)	)	PUNCT
cana-4625	84	5	3095	3095	NUM
cana-4625	85	1	https://internationalpubls.com	https://internationalpubls.com	X
cana-4625	85	2	designations	designation	NOUN
cana-4625	85	3	is	be	AUX
cana-4625	85	4	where	where	SCONJ
cana-4625	85	5	the	the	DET
cana-4625	85	6	process	process	NOUN
cana-4625	85	7	of	of	ADP
cana-4625	85	8	illness	illness	NOUN
cana-4625	85	9	diagnosis	diagnosis	NOUN
cana-4625	85	10	takes	take	VERB
cana-4625	85	11	place	place	NOUN
cana-4625	85	12	.	.	PUNCT
cana-4625	86	1	the	the	DET
cana-4625	86	2	evidence	evidence	NOUN
cana-4625	86	3	is	be	AUX
cana-4625	86	4	comprised	comprise	VERB
cana-4625	86	5	of	of	ADP
cana-4625	86	6	chemicals	chemical	NOUN
cana-4625	86	7	that	that	PRON
cana-4625	86	8	are	be	AUX
cana-4625	86	9	created	create	VERB
cana-4625	86	10	by	by	ADP
cana-4625	86	11	the	the	DET
cana-4625	86	12	patient	patient	NOUN
cana-4625	86	13	as	as	ADV
cana-4625	86	14	well	well	ADV
cana-4625	86	15	as	as	ADP
cana-4625	86	16	data	datum	NOUN
cana-4625	86	17	that	that	PRON
cana-4625	86	18	is	be	AUX
cana-4625	86	19	acquired	acquire	VERB
cana-4625	86	20	from	from	ADP
cana-4625	86	21	their	their	PRON
cana-4625	86	22	evaluation	evaluation	NOUN
cana-4625	86	23	;	;	PUNCT
cana-4625	86	24	diseases	disease	NOUN
cana-4625	86	25	are	be	AUX
cana-4625	86	26	hypothetical	hypothetical	ADJ
cana-4625	86	27	medical	medical	ADJ
cana-4625	86	28	entities	entity	NOUN
cana-4625	86	29	that	that	PRON
cana-4625	86	30	look	look	VERB
cana-4625	86	31	for	for	ADP
cana-4625	86	32	anomalies	anomaly	NOUN
cana-4625	86	33	in	in	ADP
cana-4625	86	34	the	the	DET
cana-4625	86	35	evidence	evidence	NOUN
cana-4625	86	36	that	that	PRON
cana-4625	86	37	has	have	AUX
cana-4625	86	38	been	be	AUX
cana-4625	86	39	gathered	gather	VERB
cana-4625	86	40	[	[	PUNCT
cana-4625	86	41	40,41,42	40,41,42	NUM
cana-4625	86	42	]	]	PUNCT
cana-4625	86	43	.	.	PUNCT
cana-4625	87	1	because	because	SCONJ
cana-4625	87	2	diseases	disease	NOUN
cana-4625	87	3	are	be	AUX
cana-4625	87	4	an	an	DET
cana-4625	87	5	issue	issue	NOUN
cana-4625	87	6	that	that	PRON
cana-4625	87	7	affects	affect	VERB
cana-4625	87	8	people	people	NOUN
cana-4625	87	9	all	all	ADV
cana-4625	87	10	over	over	ADP
cana-4625	87	11	the	the	DET
cana-4625	87	12	world	world	NOUN
cana-4625	87	13	,	,	PUNCT
cana-4625	87	14	medical	medical	ADJ
cana-4625	87	15	experts	expert	NOUN
cana-4625	87	16	and	and	CCONJ
cana-4625	87	17	researchers	researcher	NOUN
cana-4625	87	18	are	be	AUX
cana-4625	87	19	exerting	exert	VERB
cana-4625	87	20	every	every	DET
cana-4625	87	21	effort	effort	NOUN
cana-4625	87	22	to	to	PART
cana-4625	87	23	reduce	reduce	VERB
cana-4625	87	24	the	the	DET
cana-4625	87	25	mortality	mortality	NOUN
cana-4625	87	26	rate	rate	NOUN
cana-4625	87	27	that	that	PRON
cana-4625	87	28	is	be	AUX
cana-4625	87	29	caused	cause	VERB
cana-4625	87	30	by	by	ADP
cana-4625	87	31	diseases	disease	NOUN
cana-4625	87	32	.	.	PUNCT
cana-4625	88	1	recently	recently	ADV
cana-4625	88	2	,	,	PUNCT
cana-4625	88	3	there	there	PRON
cana-4625	88	4	has	have	AUX
cana-4625	88	5	been	be	AUX
cana-4625	88	6	a	a	DET
cana-4625	88	7	growth	growth	NOUN
cana-4625	88	8	in	in	ADP
cana-4625	88	9	the	the	DET
cana-4625	88	10	quantity	quantity	NOUN
cana-4625	88	11	of	of	ADP
cana-4625	88	12	health	health	NOUN
cana-4625	88	13	information	information	NOUN
cana-4625	88	14	that	that	PRON
cana-4625	88	15	is	be	AUX
cana-4625	88	16	arriving	arrive	VERB
cana-4625	88	17	from	from	ADP
cana-4625	88	18	a	a	DET
cana-4625	88	19	variety	variety	NOUN
cana-4625	88	20	of	of	ADP
cana-4625	88	21	different	different	ADJ
cana-4625	88	22	data	datum	NOUN
cana-4625	88	23	sources	source	NOUN
cana-4625	88	24	that	that	PRON
cana-4625	88	25	are	be	AUX
cana-4625	88	26	indistinguishable	indistinguishable	ADJ
cana-4625	88	27	from	from	ADP
cana-4625	88	28	one	one	NUM
cana-4625	88	29	another	another	DET
cana-4625	88	30	.	.	PUNCT
cana-4625	89	1	as	as	ADP
cana-4625	89	2	a	a	DET
cana-4625	89	3	result	result	NOUN
cana-4625	89	4	,	,	PUNCT
cana-4625	89	5	predictive	predictive	ADJ
cana-4625	89	6	analytics	analytic	NOUN
cana-4625	89	7	models	model	NOUN
cana-4625	89	8	are	be	AUX
cana-4625	89	9	becoming	become	VERB
cana-4625	89	10	increasingly	increasingly	ADV
cana-4625	89	11	important	important	ADJ
cana-4625	89	12	in	in	ADP
cana-4625	89	13	the	the	DET
cana-4625	89	14	medical	medical	ADJ
cana-4625	89	15	business	business	NOUN
cana-4625	89	16	.	.	PUNCT
cana-4625	90	1	however	however	ADV
cana-4625	90	2	,	,	PUNCT
cana-4625	90	3	dealing	deal	VERB
cana-4625	90	4	with	with	ADP
cana-4625	90	5	,	,	PUNCT
cana-4625	90	6	storing	store	VERB
cana-4625	90	7	,	,	PUNCT
cana-4625	90	8	and	and	CCONJ
cana-4625	90	9	analyzing	analyze	VERB
cana-4625	90	10	the	the	DET
cana-4625	90	11	large	large	ADJ
cana-4625	90	12	amounts	amount	NOUN
cana-4625	90	13	of	of	ADP
cana-4625	90	14	historical	historical	ADJ
cana-4625	90	15	data	datum	NOUN
cana-4625	90	16	and	and	CCONJ
cana-4625	90	17	the	the	DET
cana-4625	90	18	continual	continual	ADJ
cana-4625	90	19	intake	intake	NOUN
cana-4625	90	20	of	of	ADP
cana-4625	90	21	streaming	streaming	NOUN
cana-4625	90	22	data	datum	NOUN
cana-4625	90	23	that	that	PRON
cana-4625	90	24	are	be	AUX
cana-4625	90	25	produced	produce	VERB
cana-4625	90	26	by	by	ADP
cana-4625	90	27	health	health	NOUN
cana-4625	90	28	care	care	NOUN
cana-4625	90	29	institutions	institution	NOUN
cana-4625	90	30	has	have	AUX
cana-4625	90	31	become	become	VERB
cana-4625	90	32	an	an	DET
cana-4625	90	33	unprecedented	unprecedented	ADJ
cana-4625	90	34	problem	problem	NOUN
cana-4625	90	35	[	[	X
cana-4625	90	36	43	43	NUM
cana-4625	90	37	]	]	PUNCT
cana-4625	90	38	.	.	PUNCT
cana-4625	91	1	this	this	PRON
cana-4625	91	2	is	be	AUX
cana-4625	91	3	because	because	SCONJ
cana-4625	91	4	ordinary	ordinary	ADJ
cana-4625	91	5	database	database	NOUN
cana-4625	91	6	storage	storage	NOUN
cana-4625	91	7	has	have	AUX
cana-4625	91	8	become	become	VERB
cana-4625	91	9	increasingly	increasingly	ADV
cana-4625	91	10	difficult	difficult	ADJ
cana-4625	91	11	to	to	PART
cana-4625	91	12	manage	manage	VERB
cana-4625	91	13	.	.	PUNCT
cana-4625	92	1	the	the	DET
cana-4625	92	2	term	term	NOUN
cana-4625	92	3	"	"	PUNCT
cana-4625	92	4	healthcare	healthcare	PROPN
cana-4625	92	5	"	"	PUNCT
cana-4625	92	6	refers	refer	VERB
cana-4625	92	7	to	to	ADP
cana-4625	92	8	the	the	DET
cana-4625	92	9	collective	collective	ADJ
cana-4625	92	10	efforts	effort	NOUN
cana-4625	92	11	that	that	PRON
cana-4625	92	12	are	be	AUX
cana-4625	92	13	done	do	VERB
cana-4625	92	14	by	by	ADP
cana-4625	92	15	society	society	NOUN
cana-4625	92	16	as	as	ADP
cana-4625	92	17	a	a	DET
cana-4625	92	18	whole	whole	NOUN
cana-4625	92	19	to	to	PART
cana-4625	92	20	ensure	ensure	VERB
cana-4625	92	21	,	,	PUNCT
cana-4625	92	22	supply	supply	NOUN
cana-4625	92	23	,	,	PUNCT
cana-4625	92	24	finance	finance	NOUN
cana-4625	92	25	,	,	PUNCT
cana-4625	92	26	and	and	CCONJ
cana-4625	92	27	ensure	ensure	VERB
cana-4625	92	28	support	support	NOUN
cana-4625	92	29	for	for	ADP
cana-4625	92	30	health	health	NOUN
cana-4625	92	31	.	.	PUNCT
cana-4625	93	1	throughout	throughout	ADP
cana-4625	93	2	the	the	DET
cana-4625	93	3	20th	20th	ADJ
cana-4625	93	4	-	-	PUNCT
cana-4625	93	5	century	century	NOUN
cana-4625	93	6	,	,	PUNCT
cana-4625	93	7	there	there	PRON
cana-4625	93	8	was	be	VERB
cana-4625	93	9	a	a	DET
cana-4625	93	10	significant	significant	ADJ
cana-4625	93	11	shift	shift	NOUN
cana-4625	93	12	towards	towards	ADP
cana-4625	93	13	the	the	DET
cana-4625	93	14	concept	concept	NOUN
cana-4625	93	15	of	of	ADP
cana-4625	93	16	wellness	wellness	NOUN
cana-4625	93	17	,	,	PUNCT
cana-4625	93	18	as	as	ADV
cana-4625	93	19	well	well	ADV
cana-4625	93	20	as	as	ADP
cana-4625	93	21	the	the	DET
cana-4625	93	22	prevention	prevention	NOUN
cana-4625	93	23	of	of	ADP
cana-4625	93	24	illness	illness	NOUN
cana-4625	93	25	and	and	CCONJ
cana-4625	93	26	incapacity	incapacity	NOUN
cana-4625	93	27	.	.	PUNCT
cana-4625	94	1	it	it	PRON
cana-4625	94	2	is	be	AUX
cana-4625	94	3	necessary	necessary	ADJ
cana-4625	94	4	for	for	SCONJ
cana-4625	94	5	there	there	PRON
cana-4625	94	6	to	to	PART
cana-4625	94	7	be	be	AUX
cana-4625	94	8	organized	organize	VERB
cana-4625	94	9	efforts	effort	NOUN
cana-4625	94	10	made	make	VERB
cana-4625	94	11	by	by	ADP
cana-4625	94	12	either	either	CCONJ
cana-4625	94	13	the	the	DET
cana-4625	94	14	government	government	NOUN
cana-4625	94	15	or	or	CCONJ
cana-4625	94	16	the	the	DET
cana-4625	94	17	private	private	ADJ
cana-4625	94	18	sector	sector	NOUN
cana-4625	94	19	in	in	ADP
cana-4625	94	20	order	order	NOUN
cana-4625	94	21	to	to	PART
cana-4625	94	22	provide	provide	VERB
cana-4625	94	23	medical	medical	ADJ
cana-4625	94	24	support	support	NOUN
cana-4625	94	25	to	to	ADP
cana-4625	94	26	people	people	NOUN
cana-4625	94	27	in	in	ADP
cana-4625	94	28	order	order	NOUN
cana-4625	94	29	to	to	PART
cana-4625	94	30	assist	assist	VERB
cana-4625	94	31	them	they	PRON
cana-4625	94	32	in	in	ADP
cana-4625	94	33	regaining	regain	VERB
cana-4625	94	34	their	their	PRON
cana-4625	94	35	health	health	NOUN
cana-4625	94	36	and	and	CCONJ
cana-4625	94	37	avoiding	avoid	VERB
cana-4625	94	38	illness	illness	NOUN
cana-4625	94	39	and	and	CCONJ
cana-4625	94	40	impairment	impairment	NOUN
cana-4625	94	41	.	.	PUNCT
cana-4625	95	1	the	the	DET
cana-4625	95	2	concept	concept	NOUN
cana-4625	95	3	of	of	ADP
cana-4625	95	4	healthcare	healthcare	NOUN
cana-4625	95	5	can	can	AUX
cana-4625	95	6	be	be	AUX
cana-4625	95	7	conceptualized	conceptualize	VERB
cana-4625	95	8	as	as	ADP
cana-4625	95	9	a	a	DET
cana-4625	95	10	set	set	NOUN
cana-4625	95	11	of	of	ADP
cana-4625	95	12	defined	define	VERB
cana-4625	95	13	standards	standard	NOUN
cana-4625	95	14	that	that	PRON
cana-4625	95	15	provide	provide	VERB
cana-4625	95	16	assistance	assistance	NOUN
cana-4625	95	17	in	in	ADP
cana-4625	95	18	evaluating	evaluate	VERB
cana-4625	95	19	activities	activity	NOUN
cana-4625	95	20	or	or	CCONJ
cana-4625	95	21	circumstances	circumstance	NOUN
cana-4625	95	22	that	that	PRON
cana-4625	95	23	have	have	VERB
cana-4625	95	24	an	an	DET
cana-4625	95	25	effect	effect	NOUN
cana-4625	95	26	on	on	ADP
cana-4625	95	27	decisionmaking	decisionmake	VERB
cana-4625	95	28	[	[	X
cana-4625	95	29	44	44	NUM
cana-4625	95	30	]	]	PUNCT
cana-4625	95	31	.	.	PUNCT
cana-4625	96	1	it	it	PRON
cana-4625	96	2	is	be	AUX
cana-4625	96	3	imperative	imperative	ADJ
cana-4625	96	4	that	that	SCONJ
cana-4625	96	5	organizations	organization	NOUN
cana-4625	96	6	take	take	VERB
cana-4625	96	7	certain	certain	ADJ
cana-4625	96	8	steps	step	NOUN
cana-4625	96	9	in	in	ADP
cana-4625	96	10	order	order	NOUN
cana-4625	96	11	to	to	PART
cana-4625	96	12	ensure	ensure	VERB
cana-4625	96	13	that	that	SCONJ
cana-4625	96	14	the	the	DET
cana-4625	96	15	predictive	predictive	ADJ
cana-4625	96	16	analytics	analytic	NOUN
cana-4625	96	17	tools	tool	NOUN
cana-4625	96	18	they	they	PRON
cana-4625	96	19	develop	develop	VERB
cana-4625	96	20	and	and	CCONJ
cana-4625	96	21	implement	implement	VERB
cana-4625	96	22	will	will	AUX
cana-4625	96	23	produce	produce	VERB
cana-4625	96	24	findings	finding	NOUN
cana-4625	96	25	that	that	PRON
cana-4625	96	26	are	be	AUX
cana-4625	96	27	both	both	ADV
cana-4625	96	28	accurate	accurate	ADJ
cana-4625	96	29	and	and	CCONJ
cana-4625	96	30	ethical	ethical	ADJ
cana-4625	96	31	.	.	PUNCT
cana-4625	97	1	organizations	organization	NOUN
cana-4625	97	2	that	that	PRON
cana-4625	97	3	make	make	VERB
cana-4625	97	4	use	use	NOUN
cana-4625	97	5	of	of	ADP
cana-4625	97	6	high	high	ADJ
cana-4625	97	7	-	-	PUNCT
cana-4625	97	8	quality	quality	NOUN
cana-4625	97	9	data	datum	NOUN
cana-4625	97	10	should	should	AUX
cana-4625	97	11	not	not	PART
cana-4625	97	12	only	only	ADV
cana-4625	97	13	cover	cover	VERB
cana-4625	97	14	a	a	DET
cana-4625	97	15	wide	wide	ADJ
cana-4625	97	16	variety	variety	NOUN
cana-4625	97	17	of	of	ADP
cana-4625	97	18	potential	potential	ADJ
cana-4625	97	19	threats	threat	NOUN
cana-4625	97	20	and	and	CCONJ
cana-4625	97	21	protective	protective	ADJ
cana-4625	97	22	factors	factor	NOUN
cana-4625	97	23	,	,	PUNCT
cana-4625	97	24	but	but	CCONJ
cana-4625	97	25	they	they	PRON
cana-4625	97	26	should	should	AUX
cana-4625	97	27	also	also	ADV
cana-4625	97	28	provide	provide	VERB
cana-4625	97	29	the	the	DET
cana-4625	97	30	appropriate	appropriate	ADJ
cana-4625	97	31	training	training	NOUN
cana-4625	97	32	and	and	CCONJ
cana-4625	97	33	instructions	instruction	NOUN
cana-4625	97	34	for	for	ADP
cana-4625	97	35	making	make	VERB
cana-4625	97	36	successful	successful	ADJ
cana-4625	97	37	use	use	NOUN
cana-4625	97	38	of	of	ADP
cana-4625	97	39	the	the	DET
cana-4625	97	40	data	datum	NOUN
cana-4625	97	41	.	.	PUNCT
cana-4625	98	1	as	as	ADP
cana-4625	98	2	part	part	NOUN
cana-4625	98	3	of	of	ADP
cana-4625	98	4	a	a	DET
cana-4625	98	5	larger	large	ADJ
cana-4625	98	6	plan	plan	NOUN
cana-4625	98	7	,	,	PUNCT
cana-4625	98	8	experts	expert	NOUN
cana-4625	98	9	in	in	ADP
cana-4625	98	10	the	the	DET
cana-4625	98	11	field	field	NOUN
cana-4625	98	12	of	of	ADP
cana-4625	98	13	child	child	NOUN
cana-4625	98	14	welfare	welfare	NOUN
cana-4625	98	15	may	may	AUX
cana-4625	98	16	be	be	AUX
cana-4625	98	17	able	able	ADJ
cana-4625	98	18	to	to	PART
cana-4625	98	19	improve	improve	VERB
cana-4625	98	20	the	the	DET
cana-4625	98	21	well	well	ADV
cana-4625	98	22	-	-	PUNCT
cana-4625	98	23	being	being	NOUN
cana-4625	98	24	of	of	ADP
cana-4625	98	25	children	child	NOUN
cana-4625	98	26	and	and	CCONJ
cana-4625	98	27	families	family	NOUN
cana-4625	98	28	by	by	ADP
cana-4625	98	29	employing	employ	VERB
cana-4625	98	30	predictive	predictive	ADJ
cana-4625	98	31	analytics	analytic	NOUN
cana-4625	98	32	in	in	ADP
cana-4625	98	33	a	a	DET
cana-4625	98	34	way	way	NOUN
cana-4625	98	35	that	that	PRON
cana-4625	98	36	is	be	AUX
cana-4625	98	37	both	both	CCONJ
cana-4625	98	38	intelligent	intelligent	ADJ
cana-4625	98	39	and	and	CCONJ
cana-4625	98	40	purposeful[45	purposeful[45	NOUN
cana-4625	98	41	]	]	PUNCT
cana-4625	98	42	.	.	PUNCT
cana-4625	99	1	additional	additional	ADJ
cana-4625	99	2	information	information	NOUN
cana-4625	99	3	about	about	ADP
cana-4625	99	4	predictive	predictive	ADJ
cana-4625	99	5	analytics	analytic	NOUN
cana-4625	99	6	in	in	ADP
cana-4625	99	7	child	child	NOUN
cana-4625	99	8	welfare	welfare	NOUN
cana-4625	99	9	may	may	AUX
cana-4625	99	10	be	be	AUX
cana-4625	99	11	found	find	VERB
cana-4625	99	12	on	on	ADP
cana-4625	99	13	the	the	DET
cana-4625	99	14	websites	website	NOUN
cana-4625	99	15	that	that	PRON
cana-4625	99	16	are	be	AUX
cana-4625	99	17	listed	list	VERB
cana-4625	99	18	below	below	ADV
cana-4625	99	19	.	.	PUNCT
cana-4625	100	1	these	these	DET
cana-4625	100	2	websites	website	NOUN
cana-4625	100	3	also	also	ADV
cana-4625	100	4	include	include	VERB
cana-4625	100	5	information	information	NOUN
cana-4625	100	6	on	on	ADP
cana-4625	100	7	the	the	DET
cana-4625	100	8	opportunities	opportunity	NOUN
cana-4625	100	9	and	and	CCONJ
cana-4625	100	10	challenges	challenge	NOUN
cana-4625	100	11	that	that	SCONJ
cana-4625	100	12	the	the	DET
cana-4625	100	13	technology	technology	NOUN
cana-4625	100	14	presents	present	VERB
cana-4625	100	15	for	for	ADP
cana-4625	100	16	the	the	DET
cana-4625	100	17	sector	sector	NOUN
cana-4625	100	18	.	.	PUNCT
cana-4625	101	1	•	•	NUM
cana-4625	101	2	problems	problem	NOUN
cana-4625	101	3	with	with	ADP
cana-4625	101	4	forecasting	forecasting	NOUN
cana-4625	101	5	and	and	CCONJ
cana-4625	101	6	potential	potential	ADJ
cana-4625	101	7	dangers	danger	NOUN
cana-4625	101	8	•	•	ADP
cana-4625	101	9	examples	example	NOUN
cana-4625	101	10	from	from	ADP
cana-4625	101	11	the	the	DET
cana-4625	101	12	region	region	NOUN
cana-4625	101	13	and	and	CCONJ
cana-4625	101	14	the	the	DET
cana-4625	101	15	local	local	ADJ
cana-4625	101	16	area	area	NOUN
cana-4625	101	17	•	•	NOUN
cana-4625	101	18	concerns	concern	NOUN
cana-4625	101	19	for	for	ADP
cana-4625	101	20	the	the	DET
cana-4625	101	21	health	health	NOUN
cana-4625	101	22	and	and	CCONJ
cana-4625	101	23	safety	safety	NOUN
cana-4625	101	24	of	of	ADP
cana-4625	101	25	school	school	NOUN
cana-4625	101	26	-	-	PUNCT
cana-4625	101	27	aged	age	VERB
cana-4625	101	28	children	child	NOUN
cana-4625	101	29	the	the	DET
cana-4625	101	30	application	application	NOUN
cana-4625	101	31	of	of	ADP
cana-4625	101	32	predictive	predictive	ADJ
cana-4625	101	33	analytics	analytic	NOUN
cana-4625	101	34	,	,	PUNCT
cana-4625	101	35	which	which	PRON
cana-4625	101	36	has	have	VERB
cana-4625	101	37	a	a	DET
cana-4625	101	38	wide	wide	ADJ
cana-4625	101	39	range	range	NOUN
cana-4625	101	40	of	of	ADP
cana-4625	101	41	possible	possible	ADJ
cana-4625	101	42	applications	application	NOUN
cana-4625	101	43	and	and	CCONJ
cana-4625	101	44	limitations	limitation	NOUN
cana-4625	101	45	,	,	PUNCT
cana-4625	101	46	is	be	AUX
cana-4625	101	47	gaining	gain	VERB
cana-4625	101	48	more	more	ADJ
cana-4625	101	49	and	and	CCONJ
cana-4625	101	50	more	more	ADJ
cana-4625	101	51	recognition	recognition	NOUN
cana-4625	101	52	as	as	ADP
cana-4625	101	53	a	a	DET
cana-4625	101	54	method	method	NOUN
cana-4625	101	55	that	that	PRON
cana-4625	101	56	has	have	VERB
cana-4625	101	57	the	the	DET
cana-4625	101	58	potential	potential	NOUN
cana-4625	101	59	to	to	PART
cana-4625	101	60	improve	improve	VERB
cana-4625	101	61	the	the	DET
cana-4625	101	62	outcomes	outcome	NOUN
cana-4625	101	63	of	of	ADP
cana-4625	101	64	child	child	NOUN
cana-4625	101	65	welfare	welfare	NOUN
cana-4625	101	66	programs	program	NOUN
cana-4625	101	67	.	.	PUNCT
cana-4625	102	1	aspe	aspe	NOUN
cana-4625	102	2	initiated	initiate	VERB
cana-4625	102	3	a	a	DET
cana-4625	102	4	project	project	NOUN
cana-4625	102	5	in	in	ADP
cana-4625	102	6	2016	2016	NUM
cana-4625	102	7	with	with	ADP
cana-4625	102	8	the	the	DET
cana-4625	102	9	purpose	purpose	NOUN
cana-4625	102	10	of	of	ADP
cana-4625	102	11	assisting	assist	VERB
cana-4625	102	12	the	the	DET
cana-4625	102	13	department	department	PROPN
cana-4625	102	14	of	of	ADP
cana-4625	102	15	health	health	PROPN
cana-4625	102	16	ministry	ministry	PROPN
cana-4625	102	17	(	(	PUNCT
cana-4625	102	18	hhs	hhs	PROPN
cana-4625	102	19	)	)	PUNCT
cana-4625	102	20	and	and	CCONJ
cana-4625	102	21	department	department	NOUN
cana-4625	102	22	of	of	ADP
cana-4625	102	23	child	child	NOUN
cana-4625	102	24	-	-	PUNCT
cana-4625	102	25	welfare	welfare	NOUN
cana-4625	102	26	ministry	ministry	PROPN
cana-4625	102	27	in	in	ADP
cana-4625	102	28	gaining	gain	VERB
cana-4625	102	29	knowledge	knowledge	NOUN
cana-4625	102	30	regarding	regard	VERB
cana-4625	102	31	the	the	DET
cana-4625	102	32	manner	manner	NOUN
cana-4625	102	33	in	in	ADP
cana-4625	102	34	which	which	PRON
cana-4625	102	35	predictive	predictive	ADJ
cana-4625	102	36	analytics	analytic	NOUN
cana-4625	102	37	is	be	AUX
cana-4625	102	38	beginning	begin	VERB
cana-4625	102	39	to	to	PART
cana-4625	102	40	be	be	AUX
cana-4625	102	41	utilized	utilize	VERB
cana-4625	102	42	in	in	ADP
cana-4625	102	43	child	child	NOUN
cana-4625	102	44	welfare	welfare	NOUN
cana-4625	102	45	,	,	PUNCT
cana-4625	102	46	the	the	DET
cana-4625	102	47	successes	success	NOUN
cana-4625	102	48	and	and	CCONJ
cana-4625	102	49	challenges	challenge	NOUN
cana-4625	102	50	that	that	PRON
cana-4625	102	51	early	early	ADJ
cana-4625	102	52	supporters	supporter	NOUN
cana-4625	102	53	are	be	AUX
cana-4625	102	54	encountering	encounter	VERB
cana-4625	102	55	,	,	PUNCT
cana-4625	102	56	the	the	DET
cana-4625	102	57	potential	potential	NOUN
cana-4625	102	58	for	for	SCONJ
cana-4625	102	59	this	this	DET
cana-4625	102	60	field	field	NOUN
cana-4625	102	61	to	to	PART
cana-4625	102	62	progress	progress	VERB
cana-4625	102	63	child	child	NOUN
cana-4625	102	64	-welfare	-welfare	NOUN
cana-4625	102	65	effects	effect	NOUN
cana-4625	102	66	,	,	PUNCT
cana-4625	102	67	and	and	CCONJ
cana-4625	102	68	the	the	DET
cana-4625	102	69	ways	way	NOUN
cana-4625	102	70	in	in	ADP
cana-4625	102	71	which	which	PRON
cana-4625	102	72	the	the	DET
cana-4625	102	73	indiangovernment	indiangovernment	NOUN
cana-4625	102	74	could	could	AUX
cana-4625	102	75	support	support	VERB
cana-4625	102	76	progress[7,8	progress[7,8	PRON
cana-4625	102	77	]	]	PUNCT
cana-4625	102	78	.	.	PUNCT
cana-4625	103	1	communications	communication	NOUN
cana-4625	103	2	on	on	ADP
cana-4625	103	3	applied	apply	VERB
cana-4625	103	4	nonlinear	nonlinear	ADJ
cana-4625	103	5	analysis	analysis	NOUN
cana-4625	103	6	issn	issn	NOUN
cana-4625	103	7	:	:	PUNCT
cana-4625	103	8	1074	1074	NUM
cana-4625	103	9	-	-	PUNCT
cana-4625	103	10	133x	133x	NUM
cana-4625	103	11	vol	vol	NOUN
cana-4625	103	12	32	32	NUM
cana-4625	103	13	no	no	NOUN
cana-4625	103	14	.	.	PUNCT
cana-4625	104	1	9s	9s	NUM
cana-4625	104	2	(	(	PUNCT
cana-4625	104	3	2025	2025	NUM
cana-4625	104	4	)	)	PUNCT
cana-4625	104	5	3096	3096	NUM
cana-4625	104	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-4625	104	7	there	there	PRON
cana-4625	104	8	has	have	AUX
cana-4625	104	9	been	be	AUX
cana-4625	104	10	limited	limit	VERB
cana-4625	104	11	success	success	NOUN
cana-4625	104	12	in	in	ADP
cana-4625	104	13	removing	remove	VERB
cana-4625	104	14	inequities	inequity	NOUN
cana-4625	104	15	in	in	ADP
cana-4625	104	16	child	child	NOUN
cana-4625	104	17	health	health	NOUN
cana-4625	104	18	effects	effect	NOUN
cana-4625	104	19	,	,	PUNCT
cana-4625	104	20	and	and	CCONJ
cana-4625	104	21	it	it	PRON
cana-4625	104	22	is	be	AUX
cana-4625	104	23	tough	tough	ADJ
cana-4625	104	24	to	to	PART
cana-4625	104	25	implement	implement	VERB
cana-4625	104	26	adult	adult	NOUN
cana-4625	104	27	-	-	PUNCT
cana-4625	104	28	based	base	VERB
cana-4625	104	29	remedies	remedy	NOUN
cana-4625	104	30	to	to	PART
cana-4625	104	31	increase	increase	VERB
cana-4625	104	32	child	child	NOUN
cana-4625	104	33	health	health	NOUN
cana-4625	104	34	outcomes	outcome	NOUN
cana-4625	104	35	,	,	PUNCT
cana-4625	104	36	according	accord	VERB
cana-4625	104	37	to	to	ADP
cana-4625	104	38	the	the	DET
cana-4625	104	39	epidemiology	epidemiology	NOUN
cana-4625	104	40	of	of	ADP
cana-4625	104	41	child	child	NOUN
cana-4625	104	42	health	health	NOUN
cana-4625	104	43	.	.	PUNCT
cana-4625	105	1	the	the	DET
cana-4625	105	2	frequency	frequency	NOUN
cana-4625	105	3	of	of	ADP
cana-4625	105	4	medical	medical	ADJ
cana-4625	105	5	complexity	complexity	NOUN
cana-4625	105	6	is	be	AUX
cana-4625	105	7	increasing	increase	VERB
cana-4625	105	8	at	at	ADP
cana-4625	105	9	a	a	DET
cana-4625	105	10	rate	rate	NOUN
cana-4625	105	11	of	of	ADP
cana-4625	105	12	three	three	NUM
cana-4625	105	13	to	to	PART
cana-4625	105	14	five	five	NUM
cana-4625	105	15	percent	percent	NOUN
cana-4625	105	16	.	.	PUNCT
cana-4625	106	1	due	due	ADP
cana-4625	106	2	to	to	ADP
cana-4625	106	3	the	the	DET
cana-4625	106	4	fact	fact	NOUN
cana-4625	106	5	that	that	SCONJ
cana-4625	106	6	the	the	DET
cana-4625	106	7	system	system	NOUN
cana-4625	106	8	is	be	AUX
cana-4625	106	9	both	both	CCONJ
cana-4625	106	10	dynamic	dynamic	ADJ
cana-4625	106	11	and	and	CCONJ
cana-4625	106	12	scalable	scalable	ADJ
cana-4625	106	13	,	,	PUNCT
cana-4625	106	14	the	the	DET
cana-4625	106	15	medical	medical	ADJ
cana-4625	106	16	staff	staff	NOUN
cana-4625	106	17	is	be	AUX
cana-4625	106	18	regularly	regularly	ADV
cana-4625	106	19	confronted	confront	VERB
cana-4625	106	20	with	with	ADP
cana-4625	106	21	new	new	ADJ
cana-4625	106	22	problems	problem	NOUN
cana-4625	106	23	,	,	PUNCT
cana-4625	106	24	shifting	shift	VERB
cana-4625	106	25	tasks	task	NOUN
cana-4625	106	26	,	,	PUNCT
cana-4625	106	27	and	and	CCONJ
cana-4625	106	28	interruptions	interruption	NOUN
cana-4625	106	29	.	.	PUNCT
cana-4625	107	1	as	as	ADP
cana-4625	107	2	a	a	DET
cana-4625	107	3	result	result	NOUN
cana-4625	107	4	of	of	ADP
cana-4625	107	5	this	this	DET
cana-4625	107	6	variability	variability	NOUN
cana-4625	107	7	,	,	PUNCT
cana-4625	107	8	the	the	DET
cana-4625	107	9	process	process	NOUN
cana-4625	107	10	of	of	ADP
cana-4625	107	11	diagnosing	diagnosing	NOUN
cana-4625	107	12	diseases	disease	NOUN
cana-4625	107	13	is	be	AUX
cana-4625	107	14	not	not	PART
cana-4625	107	15	often	often	ADV
cana-4625	107	16	the	the	DET
cana-4625	107	17	primary	primary	ADJ
cana-4625	107	18	focus	focus	NOUN
cana-4625	107	19	of	of	ADP
cana-4625	107	20	medical	medical	ADJ
cana-4625	107	21	practitioners	practitioner	NOUN
cana-4625	107	22	[	[	X
cana-4625	107	23	46	46	NUM
cana-4625	107	24	]	]	PUNCT
cana-4625	107	25	.	.	PUNCT
cana-4625	108	1	clinical	clinical	ADJ
cana-4625	108	2	analysis	analysis	NOUN
cana-4625	108	3	of	of	ADP
cana-4625	108	4	medical	medical	ADJ
cana-4625	108	5	information	information	NOUN
cana-4625	108	6	is	be	AUX
cana-4625	108	7	a	a	DET
cana-4625	108	8	challenging	challenging	ADJ
cana-4625	108	9	endeavour	endeavour	NOUN
cana-4625	108	10	,	,	PUNCT
cana-4625	108	11	particularly	particularly	ADV
cana-4625	108	12	when	when	SCONJ
cana-4625	108	13	seen	see	VERB
cana-4625	108	14	from	from	ADP
cana-4625	108	15	an	an	DET
cana-4625	108	16	epistemological	epistemological	ADJ
cana-4625	108	17	point	point	NOUN
cana-4625	108	18	of	of	ADP
cana-4625	108	19	view	view	NOUN
cana-4625	108	20	.	.	PUNCT
cana-4625	109	1	not	not	PART
cana-4625	109	2	only	only	ADV
cana-4625	109	3	does	do	AUX
cana-4625	109	4	this	this	PRON
cana-4625	109	5	hold	hold	VERB
cana-4625	109	6	true	true	ADJ
cana-4625	109	7	for	for	ADP
cana-4625	109	8	those	those	PRON
cana-4625	109	9	with	with	ADP
cana-4625	109	10	little	little	ADJ
cana-4625	109	11	to	to	ADP
cana-4625	109	12	no	no	DET
cana-4625	109	13	experience	experience	NOUN
cana-4625	109	14	,	,	PUNCT
cana-4625	109	15	but	but	CCONJ
cana-4625	109	16	it	it	PRON
cana-4625	109	17	also	also	ADV
cana-4625	109	18	holds	hold	VERB
cana-4625	109	19	true	true	ADJ
cana-4625	109	20	for	for	ADP
cana-4625	109	21	professionals	professional	NOUN
cana-4625	109	22	with	with	ADP
cana-4625	109	23	a	a	DET
cana-4625	109	24	great	great	ADJ
cana-4625	109	25	deal	deal	NOUN
cana-4625	109	26	of	of	ADP
cana-4625	109	27	experience	experience	NOUN
cana-4625	109	28	,	,	PUNCT
cana-4625	109	29	such	such	ADJ
cana-4625	109	30	as	as	ADP
cana-4625	109	31	young	young	ADJ
cana-4625	109	32	physician	physician	NOUN
cana-4625	109	33	assistants	assistant	NOUN
cana-4625	109	34	.	.	PUNCT
cana-4625	110	1	because	because	SCONJ
cana-4625	110	2	of	of	ADP
cana-4625	110	3	the	the	DET
cana-4625	110	4	limited	limited	ADJ
cana-4625	110	5	amount	amount	NOUN
cana-4625	110	6	of	of	ADP
cana-4625	110	7	time	time	NOUN
cana-4625	110	8	that	that	PRON
cana-4625	110	9	medical	medical	ADJ
cana-4625	110	10	practitioners	practitioner	NOUN
cana-4625	110	11	have	have	VERB
cana-4625	110	12	available	available	ADJ
cana-4625	110	13	to	to	ADP
cana-4625	110	14	them	they	PRON
cana-4625	110	15	,	,	PUNCT
cana-4625	110	16	the	the	DET
cana-4625	110	17	quick	quick	ADJ
cana-4625	110	18	progression	progression	NOUN
cana-4625	110	19	of	of	ADP
cana-4625	110	20	illnesses	illness	NOUN
cana-4625	110	21	,	,	PUNCT
cana-4625	110	22	and	and	CCONJ
cana-4625	110	23	the	the	DET
cana-4625	110	24	ever	ever	ADV
cana-4625	110	25	-	-	PUNCT
cana-4625	110	26	changing	change	VERB
cana-4625	110	27	dynamics	dynamic	NOUN
cana-4625	110	28	of	of	ADP
cana-4625	110	29	patients	patient	NOUN
cana-4625	110	30	,	,	PUNCT
cana-4625	110	31	diagnosis	diagnosis	NOUN
cana-4625	110	32	is	be	AUX
cana-4625	110	33	an	an	DET
cana-4625	110	34	undertaking	undertaking	NOUN
cana-4625	110	35	that	that	PRON
cana-4625	110	36	is	be	AUX
cana-4625	110	37	particularly	particularly	ADV
cana-4625	110	38	difficult	difficult	ADJ
cana-4625	110	39	to	to	PART
cana-4625	110	40	accomplish	accomplish	VERB
cana-4625	110	41	.	.	PUNCT
cana-4625	111	1	on	on	ADP
cana-4625	111	2	the	the	DET
cana-4625	111	3	other	other	ADJ
cana-4625	111	4	hand	hand	NOUN
cana-4625	111	5	,	,	PUNCT
cana-4625	111	6	a	a	DET
cana-4625	111	7	precise	precise	ADJ
cana-4625	111	8	method	method	NOUN
cana-4625	111	9	of	of	ADP
cana-4625	111	10	diagnosis	diagnosis	NOUN
cana-4625	111	11	is	be	AUX
cana-4625	111	12	necessary	necessary	ADJ
cana-4625	111	13	for	for	ADP
cana-4625	111	14	both	both	CCONJ
cana-4625	111	15	the	the	DET
cana-4625	111	16	prompt	prompt	ADJ
cana-4625	111	17	treatment	treatment	NOUN
cana-4625	111	18	of	of	ADP
cana-4625	111	19	patients	patient	NOUN
cana-4625	111	20	and	and	CCONJ
cana-4625	111	21	the	the	DET
cana-4625	111	22	protection	protection	NOUN
cana-4625	111	23	of	of	ADP
cana-4625	111	24	their	their	PRON
cana-4625	111	25	health	health	NOUN
cana-4625	111	26	[	[	X
cana-4625	111	27	47].it	47].it	NUM
cana-4625	111	28	is	be	AUX
cana-4625	111	29	essential	essential	ADJ
cana-4625	111	30	to	to	PART
cana-4625	111	31	make	make	VERB
cana-4625	111	32	certain	certain	ADJ
cana-4625	111	33	that	that	SCONJ
cana-4625	111	34	children	child	NOUN
cana-4625	111	35	are	be	AUX
cana-4625	111	36	provided	provide	VERB
cana-4625	111	37	with	with	ADP
cana-4625	111	38	the	the	DET
cana-4625	111	39	greatest	great	ADJ
cana-4625	111	40	possible	possible	ADJ
cana-4625	111	41	level	level	NOUN
cana-4625	111	42	of	of	ADP
cana-4625	111	43	medical	medical	ADJ
cana-4625	111	44	care	care	NOUN
cana-4625	111	45	and	and	CCONJ
cana-4625	111	46	treatment	treatment	NOUN
cana-4625	111	47	,	,	PUNCT
cana-4625	111	48	as	as	SCONJ
cana-4625	111	49	the	the	DET
cana-4625	111	50	provision	provision	NOUN
cana-4625	111	51	of	of	ADP
cana-4625	111	52	healthcare	healthcare	NOUN
cana-4625	111	53	to	to	ADP
cana-4625	111	54	children	child	NOUN
cana-4625	111	55	is	be	AUX
cana-4625	111	56	a	a	DET
cana-4625	111	57	significant	significant	ADJ
cana-4625	111	58	concern	concern	NOUN
cana-4625	111	59	in	in	ADP
cana-4625	111	60	the	the	DET
cana-4625	111	61	majority	majority	NOUN
cana-4625	111	62	of	of	ADP
cana-4625	111	63	countries	country	NOUN
cana-4625	111	64	.	.	PUNCT
cana-4625	112	1	the	the	DET
cana-4625	112	2	child	child	NOUN
cana-4625	112	3	healthcare	healthcare	NOUN
cana-4625	112	4	system	system	NOUN
cana-4625	112	5	(	(	PUNCT
cana-4625	112	6	chs	chs	PROPN
cana-4625	112	7	)	)	PUNCT
cana-4625	112	8	is	be	AUX
cana-4625	112	9	an	an	DET
cana-4625	112	10	integrated	integrate	VERB
cana-4625	112	11	system	system	NOUN
cana-4625	112	12	of	of	ADP
cana-4625	112	13	healthcare	healthcare	NOUN
cana-4625	112	14	services	service	NOUN
cana-4625	112	15	that	that	PRON
cana-4625	112	16	strives	strive	VERB
cana-4625	112	17	to	to	PART
cana-4625	112	18	provide	provide	VERB
cana-4625	112	19	a	a	DET
cana-4625	112	20	complete	complete	ADJ
cana-4625	112	21	and	and	CCONJ
cana-4625	112	22	comprehensive	comprehensive	ADJ
cana-4625	112	23	approach	approach	NOUN
cana-4625	112	24	to	to	ADP
cana-4625	112	25	delivering	deliver	VERB
cana-4625	112	26	quality	quality	NOUN
cana-4625	112	27	care	care	NOUN
cana-4625	112	28	and	and	CCONJ
cana-4625	112	29	support	support	NOUN
cana-4625	112	30	for	for	ADP
cana-4625	112	31	children	child	NOUN
cana-4625	112	32	.	.	PUNCT
cana-4625	113	1	its	its	PRON
cana-4625	113	2	primary	primary	ADJ
cana-4625	113	3	objective	objective	NOUN
cana-4625	113	4	is	be	AUX
cana-4625	113	5	to	to	PART
cana-4625	113	6	be	be	AUX
cana-4625	113	7	able	able	ADJ
cana-4625	113	8	to	to	PART
cana-4625	113	9	provide	provide	VERB
cana-4625	113	10	these	these	DET
cana-4625	113	11	services	service	NOUN
cana-4625	113	12	to	to	ADP
cana-4625	113	13	children	child	NOUN
cana-4625	113	14	.	.	PUNCT
cana-4625	114	1	the	the	DET
cana-4625	114	2	community	community	NOUN
cana-4625	114	3	health	health	NOUN
cana-4625	114	4	system	system	NOUN
cana-4625	114	5	(	(	PUNCT
cana-4625	114	6	chs	chs	PROPN
cana-4625	114	7	)	)	PUNCT
cana-4625	114	8	is	be	AUX
cana-4625	114	9	an	an	DET
cana-4625	114	10	all	all	ADV
cana-4625	114	11	-	-	PUNCT
cana-4625	114	12	encompassing	encompass	VERB
cana-4625	114	13	care	care	NOUN
cana-4625	114	14	system	system	NOUN
cana-4625	114	15	that	that	PRON
cana-4625	114	16	encompasses	encompass	VERB
cana-4625	114	17	primary	primary	ADJ
cana-4625	114	18	,	,	PUNCT
cana-4625	114	19	secondary	secondary	ADJ
cana-4625	114	20	,	,	PUNCT
cana-4625	114	21	tertiary	tertiary	ADJ
cana-4625	114	22	,	,	PUNCT
cana-4625	114	23	and	and	CCONJ
cana-4625	114	24	quaternary	quaternary	ADJ
cana-4625	114	25	levels	level	NOUN
cana-4625	114	26	of	of	ADP
cana-4625	114	27	care	care	NOUN
cana-4625	114	28	,	,	PUNCT
cana-4625	114	29	with	with	ADP
cana-4625	114	30	a	a	DET
cana-4625	114	31	specific	specific	ADJ
cana-4625	114	32	emphasis	emphasis	NOUN
cana-4625	114	33	on	on	ADP
cana-4625	114	34	preventive	preventive	ADJ
cana-4625	114	35	care	care	NOUN
cana-4625	114	36	,	,	PUNCT
cana-4625	114	37	early	early	ADJ
cana-4625	114	38	intervention	intervention	NOUN
cana-4625	114	39	,	,	PUNCT
cana-4625	114	40	and	and	CCONJ
cana-4625	114	41	supportive	supportive	ADJ
cana-4625	114	42	services.young	services.young	ADJ
cana-4625	114	43	children	child	NOUN
cana-4625	114	44	under	under	ADP
cana-4625	114	45	the	the	DET
cana-4625	114	46	age	age	NOUN
cana-4625	114	47	of	of	ADP
cana-4625	114	48	five	five	NUM
cana-4625	114	49	are	be	AUX
cana-4625	114	50	more	more	ADV
cana-4625	114	51	likely	likely	ADJ
cana-4625	114	52	to	to	PART
cana-4625	114	53	be	be	AUX
cana-4625	114	54	affected	affect	VERB
cana-4625	114	55	by	by	ADP
cana-4625	114	56	diseases	disease	NOUN
cana-4625	114	57	than	than	ADP
cana-4625	114	58	older	old	ADJ
cana-4625	114	59	children	child	NOUN
cana-4625	114	60	.	.	PUNCT
cana-4625	115	1	more	more	ADJ
cana-4625	115	2	than	than	ADP
cana-4625	115	3	half	half	NOUN
cana-4625	115	4	of	of	ADP
cana-4625	115	5	the	the	DET
cana-4625	115	6	deaths	death	NOUN
cana-4625	115	7	that	that	PRON
cana-4625	115	8	occur	occur	VERB
cana-4625	115	9	among	among	ADP
cana-4625	115	10	children	child	NOUN
cana-4625	115	11	are	be	AUX
cana-4625	115	12	attributed	attribute	VERB
cana-4625	115	13	to	to	ADP
cana-4625	115	14	a	a	DET
cana-4625	115	15	lack	lack	NOUN
cana-4625	115	16	of	of	ADP
cana-4625	115	17	access	access	NOUN
cana-4625	115	18	to	to	ADP
cana-4625	115	19	basic	basic	ADJ
cana-4625	115	20	,	,	PUNCT
cana-4625	115	21	low	low	ADJ
cana-4625	115	22	-	-	PUNCT
cana-4625	115	23	cost	cost	NOUN
cana-4625	115	24	remedies	remedy	NOUN
cana-4625	115	25	for	for	ADP
cana-4625	115	26	the	the	DET
cana-4625	115	27	purpose	purpose	NOUN
cana-4625	115	28	of	of	ADP
cana-4625	115	29	treatment	treatment	NOUN
cana-4625	115	30	or	or	CCONJ
cana-4625	115	31	prevention	prevention	NOUN
cana-4625	115	32	,	,	PUNCT
cana-4625	115	33	as	as	SCONJ
cana-4625	115	34	stated	state	VERB
cana-4625	115	35	by	by	ADP
cana-4625	115	36	the	the	DET
cana-4625	115	37	world	world	PROPN
cana-4625	115	38	health	health	PROPN
cana-4625	115	39	organization	organization	NOUN
cana-4625	115	40	(	(	PUNCT
cana-4625	115	41	who	who	PRON
cana-4625	115	42	)	)	PUNCT
cana-4625	115	43	.	.	PUNCT
cana-4625	116	1	each	each	DET
cana-4625	116	2	year	year	NOUN
cana-4625	116	3	,	,	PUNCT
cana-4625	116	4	6.3	6.3	NUM
cana-4625	116	5	million	million	NUM
cana-4625	116	6	children	child	NOUN
cana-4625	116	7	pass	pass	VERB
cana-4625	116	8	away	away	ADV
cana-4625	116	9	.	.	PUNCT
cana-4625	117	1	it	it	PRON
cana-4625	117	2	is	be	AUX
cana-4625	117	3	common	common	ADJ
cana-4625	117	4	for	for	SCONJ
cana-4625	117	5	the	the	DET
cana-4625	117	6	parents	parent	NOUN
cana-4625	117	7	of	of	ADP
cana-4625	117	8	these	these	DET
cana-4625	117	9	children	child	NOUN
cana-4625	117	10	to	to	PART
cana-4625	117	11	have	have	VERB
cana-4625	117	12	a	a	DET
cana-4625	117	13	large	large	ADJ
cana-4625	117	14	family	family	NOUN
cana-4625	117	15	and	and	CCONJ
cana-4625	117	16	a	a	DET
cana-4625	117	17	limited	limited	ADJ
cana-4625	117	18	amount	amount	NOUN
cana-4625	117	19	of	of	ADP
cana-4625	117	20	spare	spare	ADJ
cana-4625	117	21	time	time	NOUN
cana-4625	117	22	,	,	PUNCT
cana-4625	117	23	energy	energy	NOUN
cana-4625	117	24	,	,	PUNCT
cana-4625	117	25	financial	financial	ADJ
cana-4625	117	26	resources	resource	NOUN
cana-4625	117	27	,	,	PUNCT
cana-4625	117	28	or	or	CCONJ
cana-4625	117	29	tolerance	tolerance	NOUN
cana-4625	117	30	for	for	ADP
cana-4625	117	31	taking	take	VERB
cana-4625	117	32	risks	risk	NOUN
cana-4625	117	33	.	.	PUNCT
cana-4625	118	1	in	in	ADP
cana-4625	118	2	spite	spite	NOUN
cana-4625	118	3	of	of	ADP
cana-4625	118	4	the	the	DET
cana-4625	118	5	fact	fact	NOUN
cana-4625	118	6	that	that	SCONJ
cana-4625	118	7	they	they	PRON
cana-4625	118	8	are	be	AUX
cana-4625	118	9	responsible	responsible	ADJ
cana-4625	118	10	for	for	ADP
cana-4625	118	11	their	their	PRON
cana-4625	118	12	children	child	NOUN
cana-4625	118	13	,	,	PUNCT
cana-4625	118	14	the	the	DET
cana-4625	118	15	majority	majority	NOUN
cana-4625	118	16	of	of	ADP
cana-4625	118	17	parents	parent	NOUN
cana-4625	118	18	find	find	VERB
cana-4625	118	19	it	it	PRON
cana-4625	118	20	challenging	challenge	VERB
cana-4625	118	21	to	to	PART
cana-4625	118	22	take	take	VERB
cana-4625	118	23	their	their	PRON
cana-4625	118	24	children	child	NOUN
cana-4625	118	25	to	to	ADP
cana-4625	118	26	a	a	DET
cana-4625	118	27	medical	medical	ADJ
cana-4625	118	28	expert	expert	NOUN
cana-4625	118	29	on	on	ADP
cana-4625	118	30	a	a	DET
cana-4625	118	31	relatively	relatively	ADV
cana-4625	118	32	regular	regular	ADJ
cana-4625	118	33	basis	basis	NOUN
cana-4625	118	34	.	.	PUNCT
cana-4625	119	1	there	there	PRON
cana-4625	119	2	is	be	VERB
cana-4625	119	3	a	a	DET
cana-4625	119	4	possibility	possibility	NOUN
cana-4625	119	5	that	that	SCONJ
cana-4625	119	6	local	local	ADJ
cana-4625	119	7	health	health	NOUN
cana-4625	119	8	communities	community	NOUN
cana-4625	119	9	do	do	AUX
cana-4625	119	10	not	not	PART
cana-4625	119	11	possess	possess	VERB
cana-4625	119	12	the	the	DET
cana-4625	119	13	professional	professional	ADJ
cana-4625	119	14	knowledge	knowledge	NOUN
cana-4625	119	15	required	require	VERB
cana-4625	119	16	to	to	PART
cana-4625	119	17	provide	provide	VERB
cana-4625	119	18	therapy	therapy	NOUN
cana-4625	119	19	that	that	PRON
cana-4625	119	20	is	be	AUX
cana-4625	119	21	therapeutically	therapeutically	ADV
cana-4625	119	22	effective	effective	ADJ
cana-4625	119	23	.	.	PUNCT
cana-4625	120	1	the	the	DET
cana-4625	120	2	capital	capital	NOUN
cana-4625	120	3	hospital	hospital	NOUN
cana-4625	120	4	commonly	commonly	ADV
cana-4625	120	5	requests	request	VERB
cana-4625	120	6	that	that	SCONJ
cana-4625	120	7	parents	parent	NOUN
cana-4625	120	8	wait	wait	VERB
cana-4625	120	9	for	for	ADP
cana-4625	120	10	an	an	DET
cana-4625	120	11	appointment	appointment	NOUN
cana-4625	120	12	because	because	SCONJ
cana-4625	120	13	of	of	ADP
cana-4625	120	14	the	the	DET
cana-4625	120	15	huge	huge	ADJ
cana-4625	120	16	number	number	NOUN
cana-4625	120	17	of	of	ADP
cana-4625	120	18	patients	patient	NOUN
cana-4625	120	19	it	it	PRON
cana-4625	120	20	serves	serve	VERB
cana-4625	120	21	and	and	CCONJ
cana-4625	120	22	the	the	DET
cana-4625	120	23	comparatively	comparatively	ADV
cana-4625	120	24	limited	limited	ADJ
cana-4625	120	25	number	number	NOUN
cana-4625	120	26	of	of	ADP
cana-4625	120	27	medical	medical	ADJ
cana-4625	120	28	resources	resource	NOUN
cana-4625	120	29	it	it	PRON
cana-4625	120	30	possesses	possess	VERB
cana-4625	120	31	.	.	PUNCT
cana-4625	121	1	it	it	PRON
cana-4625	121	2	is	be	AUX
cana-4625	121	3	unreasonable	unreasonable	ADJ
cana-4625	121	4	for	for	SCONJ
cana-4625	121	5	them	they	PRON
cana-4625	121	6	to	to	PART
cana-4625	121	7	anticipate	anticipate	VERB
cana-4625	121	8	receiving	receive	VERB
cana-4625	121	9	a	a	DET
cana-4625	121	10	satisfactory	satisfactory	ADJ
cana-4625	121	11	explanation	explanation	NOUN
cana-4625	121	12	for	for	ADP
cana-4625	121	13	the	the	DET
cana-4625	121	14	physical	physical	ADJ
cana-4625	121	15	examination	examination	NOUN
cana-4625	121	16	or	or	CCONJ
cana-4625	121	17	a	a	DET
cana-4625	121	18	timely	timely	ADJ
cana-4625	121	19	study	study	NOUN
cana-4625	121	20	of	of	ADP
cana-4625	121	21	the	the	DET
cana-4625	121	22	child	child	NOUN
cana-4625	121	23	's	's	PART
cana-4625	121	24	behavior	behavior	NOUN
cana-4625	121	25	when	when	SCONJ
cana-4625	121	26	they	they	PRON
cana-4625	121	27	go	go	VERB
cana-4625	121	28	to	to	ADP
cana-4625	121	29	the	the	DET
cana-4625	121	30	health	health	NOUN
cana-4625	121	31	care	care	NOUN
cana-4625	121	32	provider	provider	NOUN
cana-4625	121	33	.	.	PUNCT
cana-4625	122	1	because	because	SCONJ
cana-4625	122	2	they	they	PRON
cana-4625	122	3	do	do	AUX
cana-4625	122	4	not	not	PART
cana-4625	122	5	have	have	VERB
cana-4625	122	6	sufficient	sufficient	ADJ
cana-4625	122	7	knowledge	knowledge	NOUN
cana-4625	122	8	regarding	regard	VERB
cana-4625	122	9	the	the	DET
cana-4625	122	10	child	child	NOUN
cana-4625	122	11	's	's	PART
cana-4625	122	12	medical	medical	ADJ
cana-4625	122	13	history	history	NOUN
cana-4625	122	14	,	,	PUNCT
cana-4625	122	15	the	the	DET
cana-4625	122	16	specialists	specialist	NOUN
cana-4625	122	17	are	be	AUX
cana-4625	122	18	only	only	ADV
cana-4625	122	19	able	able	ADJ
cana-4625	122	20	to	to	PART
cana-4625	122	21	offer	offer	VERB
cana-4625	122	22	guidance	guidance	NOUN
cana-4625	122	23	on	on	ADP
cana-4625	122	24	symptoms	symptom	NOUN
cana-4625	122	25	that	that	PRON
cana-4625	122	26	are	be	AUX
cana-4625	122	27	currently	currently	ADV
cana-4625	122	28	present	present	ADJ
cana-4625	122	29	rather	rather	ADV
cana-4625	122	30	than	than	ADP
cana-4625	122	31	on	on	ADP
cana-4625	122	32	diseases	disease	NOUN
cana-4625	122	33	that	that	PRON
cana-4625	122	34	have	have	AUX
cana-4625	122	35	not	not	PART
cana-4625	122	36	yet	yet	ADV
cana-4625	122	37	manifested	manifest	VERB
cana-4625	122	38	.	.	PUNCT
cana-4625	123	1	outside	outside	ADP
cana-4625	123	2	of	of	ADP
cana-4625	123	3	the	the	DET
cana-4625	123	4	child	child	NOUN
cana-4625	123	5	's	's	PART
cana-4625	123	6	internal	internal	ADJ
cana-4625	123	7	health	health	NOUN
cana-4625	123	8	risks	risk	NOUN
cana-4625	123	9	and	and	CCONJ
cana-4625	123	10	the	the	DET
cana-4625	123	11	choices	choice	NOUN
cana-4625	123	12	they	they	PRON
cana-4625	123	13	make	make	VERB
cana-4625	123	14	regarding	regard	VERB
cana-4625	123	15	their	their	PRON
cana-4625	123	16	lifestyle	lifestyle	NOUN
cana-4625	123	17	,	,	PUNCT
cana-4625	123	18	the	the	DET
cana-4625	123	19	child	child	NOUN
cana-4625	123	20	's	's	PART
cana-4625	123	21	exterior	exterior	ADJ
cana-4625	123	22	environment	environment	NOUN
cana-4625	123	23	can	can	AUX
cana-4625	123	24	have	have	VERB
cana-4625	123	25	a	a	DET
cana-4625	123	26	number	number	NOUN
cana-4625	123	27	of	of	ADP
cana-4625	123	28	different	different	ADJ
cana-4625	123	29	effects	effect	NOUN
cana-4625	123	30	on	on	ADP
cana-4625	123	31	the	the	DET
cana-4625	123	32	risk	risk	NOUN
cana-4625	123	33	factors	factor	NOUN
cana-4625	123	34	that	that	SCONJ
cana-4625	123	35	they	they	PRON
cana-4625	123	36	are	be	AUX
cana-4625	123	37	exposed	expose	VERB
cana-4625	123	38	to	to	ADP
cana-4625	123	39	.	.	PUNCT
cana-4625	124	1	furthermore	furthermore	ADV
cana-4625	124	2	,	,	PUNCT
cana-4625	124	3	it	it	PRON
cana-4625	124	4	is	be	AUX
cana-4625	124	5	not	not	PART
cana-4625	124	6	sufficient	sufficient	ADJ
cana-4625	124	7	to	to	PART
cana-4625	124	8	just	just	ADV
cana-4625	124	9	do	do	VERB
cana-4625	124	10	a	a	DET
cana-4625	124	11	basic	basic	ADJ
cana-4625	124	12	physical	physical	ADJ
cana-4625	124	13	examination	examination	NOUN
cana-4625	124	14	and	and	CCONJ
cana-4625	124	15	diagnose	diagnose	VERB
cana-4625	124	16	a	a	DET
cana-4625	124	17	hospital	hospital	NOUN
cana-4625	124	18	-	-	PUNCT
cana-4625	124	19	based	base	VERB
cana-4625	124	20	condition	condition	NOUN
cana-4625	124	21	in	in	ADP
cana-4625	124	22	order	order	NOUN
cana-4625	124	23	to	to	PART
cana-4625	124	24	assure	assure	VERB
cana-4625	124	25	the	the	DET
cana-4625	124	26	safety	safety	NOUN
cana-4625	124	27	of	of	ADP
cana-4625	124	28	children	child	NOUN
cana-4625	124	29	.	.	PUNCT
cana-4625	125	1	the	the	DET
cana-4625	125	2	results	result	NOUN
cana-4625	125	3	of	of	ADP
cana-4625	125	4	these	these	DET
cana-4625	125	5	fundamental	fundamental	ADJ
cana-4625	125	6	communications	communication	NOUN
cana-4625	125	7	on	on	ADP
cana-4625	125	8	applied	apply	VERB
cana-4625	125	9	nonlinear	nonlinear	ADJ
cana-4625	125	10	analysis	analysis	NOUN
cana-4625	125	11	issn	issn	NOUN
cana-4625	125	12	:	:	PUNCT
cana-4625	125	13	1074	1074	NUM
cana-4625	125	14	-	-	PUNCT
cana-4625	125	15	133x	133x	NUM
cana-4625	125	16	vol	vol	NOUN
cana-4625	125	17	32	32	NUM
cana-4625	125	18	no	no	NOUN
cana-4625	125	19	.	.	PUNCT
cana-4625	126	1	9s	9s	NUM
cana-4625	126	2	(	(	PUNCT
cana-4625	126	3	2025	2025	NUM
cana-4625	126	4	)	)	PUNCT
cana-4625	126	5	3097	3097	NUM
cana-4625	126	6	https://internationalpubls.com	https://internationalpubls.com	NUM
cana-4625	126	7	examinations	examination	NOUN
cana-4625	126	8	,	,	PUNCT
cana-4625	126	9	which	which	PRON
cana-4625	126	10	include	include	VERB
cana-4625	126	11	measurements	measurement	NOUN
cana-4625	126	12	of	of	ADP
cana-4625	126	13	height	height	NOUN
cana-4625	126	14	,	,	PUNCT
cana-4625	126	15	weight	weight	NOUN
cana-4625	126	16	,	,	PUNCT
cana-4625	126	17	teeth	tooth	NOUN
cana-4625	126	18	,	,	PUNCT
cana-4625	126	19	spine	spine	NOUN
cana-4625	126	20	,	,	PUNCT
cana-4625	126	21	and	and	CCONJ
cana-4625	126	22	eyesight	eyesight	ADJ
cana-4625	126	23	,	,	PUNCT
cana-4625	126	24	merely	merely	ADV
cana-4625	126	25	provide	provide	VERB
cana-4625	126	26	a	a	DET
cana-4625	126	27	string	string	NOUN
cana-4625	126	28	of	of	ADP
cana-4625	126	29	information	information	NOUN
cana-4625	126	30	that	that	PRON
cana-4625	126	31	may	may	AUX
cana-4625	126	32	be	be	AUX
cana-4625	126	33	difficult	difficult	ADJ
cana-4625	126	34	for	for	SCONJ
cana-4625	126	35	parents	parent	NOUN
cana-4625	126	36	to	to	PART
cana-4625	126	37	understand	understand	VERB
cana-4625	126	38	.	.	PUNCT
cana-4625	127	1	the	the	DET
cana-4625	127	2	findings	finding	NOUN
cana-4625	127	3	of	of	ADP
cana-4625	127	4	the	the	DET
cana-4625	127	5	tests	test	NOUN
cana-4625	127	6	need	need	VERB
cana-4625	127	7	to	to	PART
cana-4625	127	8	be	be	AUX
cana-4625	127	9	evaluated	evaluate	VERB
cana-4625	127	10	and	and	CCONJ
cana-4625	127	11	interpreted	interpret	VERB
cana-4625	127	12	on	on	ADP
cana-4625	127	13	an	an	DET
cana-4625	127	14	individual	individual	ADJ
cana-4625	127	15	basis	basis	NOUN
cana-4625	127	16	as	as	ADV
cana-4625	127	17	soon	soon	ADV
cana-4625	127	18	as	as	ADP
cana-4625	127	19	possible	possible	ADJ
cana-4625	127	20	.	.	PUNCT
cana-4625	128	1	in	in	ADP
cana-4625	128	2	spite	spite	NOUN
cana-4625	128	3	of	of	ADP
cana-4625	128	4	the	the	DET
cana-4625	128	5	fact	fact	NOUN
cana-4625	128	6	that	that	SCONJ
cana-4625	128	7	this	this	PRON
cana-4625	128	8	entails	entail	VERB
cana-4625	128	9	disease	disease	NOUN
cana-4625	128	10	diagnosis	diagnosis	NOUN
cana-4625	128	11	,	,	PUNCT
cana-4625	128	12	it	it	PRON
cana-4625	128	13	can	can	AUX
cana-4625	128	14	be	be	AUX
cana-4625	128	15	helpful	helpful	ADJ
cana-4625	128	16	up	up	ADP
cana-4625	128	17	until	until	ADP
cana-4625	128	18	the	the	DET
cana-4625	128	19	point	point	NOUN
cana-4625	128	20	at	at	ADP
cana-4625	128	21	which	which	PRON
cana-4625	128	22	evident	evident	ADJ
cana-4625	128	23	symptoms	symptom	NOUN
cana-4625	128	24	develop	develop	VERB
cana-4625	128	25	;	;	PUNCT
cana-4625	128	26	nevertheless	nevertheless	ADV
cana-4625	128	27	,	,	PUNCT
cana-4625	128	28	by	by	ADP
cana-4625	128	29	that	that	DET
cana-4625	128	30	time	time	NOUN
cana-4625	128	31	,	,	PUNCT
cana-4625	128	32	children	child	NOUN
cana-4625	128	33	may	may	AUX
cana-4625	128	34	already	already	ADV
cana-4625	128	35	be	be	AUX
cana-4625	128	36	suffering	suffer	VERB
cana-4625	128	37	from	from	ADP
cana-4625	128	38	a	a	DET
cana-4625	128	39	serious	serious	ADJ
cana-4625	128	40	illness	illness	NOUN
cana-4625	128	41	.	.	PUNCT
cana-4625	129	1	additionally	additionally	ADV
cana-4625	129	2	,	,	PUNCT
cana-4625	129	3	the	the	DET
cana-4625	129	4	majority	majority	NOUN
cana-4625	129	5	of	of	ADP
cana-4625	129	6	professionals	professional	NOUN
cana-4625	129	7	will	will	AUX
cana-4625	129	8	not	not	PART
cana-4625	129	9	alert	alert	VERB
cana-4625	129	10	parents	parent	NOUN
cana-4625	129	11	to	to	PART
cana-4625	129	12	concealed	conceal	VERB
cana-4625	129	13	dangers	danger	NOUN
cana-4625	129	14	after	after	ADP
cana-4625	129	15	reviewing	review	VERB
cana-4625	129	16	the	the	DET
cana-4625	129	17	child	child	NOUN
cana-4625	129	18	's	's	PART
cana-4625	129	19	development	development	NOUN
cana-4625	129	20	chart	chart	NOUN
cana-4625	129	21	and	and	CCONJ
cana-4625	129	22	the	the	DET
cana-4625	129	23	medical	medical	ADJ
cana-4625	129	24	record	record	NOUN
cana-4625	129	25	,	,	PUNCT
cana-4625	129	26	unless	unless	SCONJ
cana-4625	129	27	the	the	DET
cana-4625	129	28	child	child	NOUN
cana-4625	129	29	is	be	AUX
cana-4625	129	30	a	a	DET
cana-4625	129	31	significant	significant	ADJ
cana-4625	129	32	promoter	promoter	NOUN
cana-4625	129	33	or	or	CCONJ
cana-4625	129	34	if	if	SCONJ
cana-4625	129	35	there	there	PRON
cana-4625	129	36	is	be	VERB
cana-4625	129	37	a	a	DET
cana-4625	129	38	need	need	NOUN
cana-4625	129	39	for	for	ADP
cana-4625	129	40	it	it	PRON
cana-4625	129	41	.	.	PUNCT
cana-4625	130	1	as	as	ADP
cana-4625	130	2	a	a	DET
cana-4625	130	3	consequence	consequence	NOUN
cana-4625	130	4	of	of	ADP
cana-4625	130	5	this	this	PRON
cana-4625	130	6	,	,	PUNCT
cana-4625	130	7	therapeutic	therapeutic	ADJ
cana-4625	130	8	and	and	CCONJ
cana-4625	130	9	preventative	preventative	ADJ
cana-4625	130	10	measures	measure	NOUN
cana-4625	130	11	for	for	ADP
cana-4625	130	12	children	child	NOUN
cana-4625	130	13	can	can	AUX
cana-4625	130	14	be	be	AUX
cana-4625	130	15	postponed	postpone	VERB
cana-4625	130	16	.	.	PUNCT
cana-4625	131	1	on	on	ADP
cana-4625	131	2	top	top	NOUN
cana-4625	131	3	of	of	ADP
cana-4625	131	4	that	that	PRON
cana-4625	131	5	,	,	PUNCT
cana-4625	131	6	a	a	DET
cana-4625	131	7	significant	significant	ADJ
cana-4625	131	8	number	number	NOUN
cana-4625	131	9	of	of	ADP
cana-4625	131	10	severe	severe	ADJ
cana-4625	131	11	chronic	chronic	ADJ
cana-4625	131	12	illnesses	illness	NOUN
cana-4625	131	13	begin	begin	VERB
cana-4625	131	14	in	in	ADP
cana-4625	131	15	childhood	childhood	NOUN
cana-4625	131	16	.	.	PUNCT
cana-4625	132	1	as	as	ADP
cana-4625	132	2	a	a	DET
cana-4625	132	3	result	result	NOUN
cana-4625	132	4	,	,	PUNCT
cana-4625	132	5	it	it	PRON
cana-4625	132	6	is	be	AUX
cana-4625	132	7	reasonable	reasonable	ADJ
cana-4625	132	8	to	to	PART
cana-4625	132	9	attempt	attempt	VERB
cana-4625	132	10	to	to	PART
cana-4625	132	11	create	create	VERB
cana-4625	132	12	methods	method	NOUN
cana-4625	132	13	for	for	ADP
cana-4625	132	14	identifying	identify	VERB
cana-4625	132	15	issues	issue	NOUN
cana-4625	132	16	that	that	PRON
cana-4625	132	17	are	be	AUX
cana-4625	132	18	associated	associate	VERB
cana-4625	132	19	with	with	ADP
cana-4625	132	20	growth	growth	NOUN
cana-4625	132	21	and	and	CCONJ
cana-4625	132	22	for	for	ADP
cana-4625	132	23	predicting	predict	VERB
cana-4625	132	24	chronic	chronic	ADJ
cana-4625	132	25	illnesses	illness	NOUN
cana-4625	132	26	.	.	PUNCT
cana-4625	133	1	environmental	environmental	ADJ
cana-4625	133	2	concerns	concern	NOUN
cana-4625	133	3	,	,	PUNCT
cana-4625	133	4	particularly	particularly	ADV
cana-4625	133	5	infectious	infectious	ADJ
cana-4625	133	6	diseases	disease	NOUN
cana-4625	133	7	,	,	PUNCT
cana-4625	133	8	are	be	AUX
cana-4625	133	9	a	a	DET
cana-4625	133	10	primary	primary	ADJ
cana-4625	133	11	cause	cause	NOUN
cana-4625	133	12	of	of	ADP
cana-4625	133	13	death	death	NOUN
cana-4625	133	14	among	among	ADP
cana-4625	133	15	children	child	NOUN
cana-4625	133	16	,	,	PUNCT
cana-4625	133	17	in	in	ADP
cana-4625	133	18	addition	addition	NOUN
cana-4625	133	19	to	to	ADP
cana-4625	133	20	the	the	DET
cana-4625	133	21	dangers	danger	NOUN
cana-4625	133	22	that	that	SCONJ
cana-4625	133	23	children	child	NOUN
cana-4625	133	24	are	be	AUX
cana-4625	133	25	directly	directly	ADV
cana-4625	133	26	exposed	expose	VERB
cana-4625	133	27	to	to	ADP
cana-4625	133	28	each	each	DET
cana-4625	133	29	day	day	NOUN
cana-4625	133	30	.	.	PUNCT
cana-4625	134	1	the	the	DET
cana-4625	134	2	vast	vast	ADJ
cana-4625	134	3	majority	majority	NOUN
cana-4625	134	4	of	of	ADP
cana-4625	134	5	parents	parent	NOUN
cana-4625	134	6	,	,	PUNCT
cana-4625	134	7	on	on	ADP
cana-4625	134	8	the	the	DET
cana-4625	134	9	other	other	ADJ
cana-4625	134	10	hand	hand	NOUN
cana-4625	134	11	,	,	PUNCT
cana-4625	134	12	are	be	AUX
cana-4625	134	13	unaware	unaware	ADJ
cana-4625	134	14	of	of	ADP
cana-4625	134	15	the	the	DET
cana-4625	134	16	dangers	danger	NOUN
cana-4625	134	17	that	that	PRON
cana-4625	134	18	are	be	AUX
cana-4625	134	19	posed	pose	VERB
cana-4625	134	20	by	by	ADP
cana-4625	134	21	the	the	DET
cana-4625	134	22	environment	environment	NOUN
cana-4625	134	23	and	and	CCONJ
cana-4625	134	24	the	the	DET
cana-4625	134	25	likelihood	likelihood	NOUN
cana-4625	134	26	of	of	ADP
cana-4625	134	27	infectious	infectious	ADJ
cana-4625	134	28	diseases	disease	NOUN
cana-4625	134	29	both	both	CCONJ
cana-4625	134	30	in	in	ADP
cana-4625	134	31	their	their	PRON
cana-4625	134	32	immediate	immediate	ADJ
cana-4625	134	33	vicinity	vicinity	NOUN
cana-4625	134	34	and	and	CCONJ
cana-4625	134	35	when	when	SCONJ
cana-4625	134	36	they	they	PRON
cana-4625	134	37	are	be	AUX
cana-4625	134	38	travelling	travel	VERB
cana-4625	134	39	.	.	PUNCT
cana-4625	135	1	additionally	additionally	ADV
cana-4625	135	2	,	,	PUNCT
cana-4625	135	3	the	the	DET
cana-4625	135	4	work	work	NOUN
cana-4625	135	5	that	that	PRON
cana-4625	135	6	is	be	AUX
cana-4625	135	7	currently	currently	ADV
cana-4625	135	8	being	be	AUX
cana-4625	135	9	done	do	VERB
cana-4625	135	10	does	do	AUX
cana-4625	135	11	not	not	PART
cana-4625	135	12	give	give	VERB
cana-4625	135	13	a	a	DET
cana-4625	135	14	capacity	capacity	NOUN
cana-4625	135	15	that	that	PRON
cana-4625	135	16	allows	allow	VERB
cana-4625	135	17	for	for	ADP
cana-4625	135	18	the	the	DET
cana-4625	135	19	retrieval	retrieval	NOUN
cana-4625	135	20	of	of	ADP
cana-4625	135	21	environmental	environmental	ADJ
cana-4625	135	22	and	and	CCONJ
cana-4625	135	23	infectious	infectious	ADJ
cana-4625	135	24	risk	risk	NOUN
cana-4625	135	25	based	base	VERB
cana-4625	135	26	on	on	ADP
cana-4625	135	27	addresses	address	NOUN
cana-4625	135	28	.	.	PUNCT
cana-4625	136	1	a	a	DET
cana-4625	136	2	further	further	ADJ
cana-4625	136	3	point	point	NOUN
cana-4625	136	4	to	to	PART
cana-4625	136	5	consider	consider	VERB
cana-4625	136	6	is	be	AUX
cana-4625	136	7	that	that	SCONJ
cana-4625	136	8	the	the	DET
cana-4625	136	9	majority	majority	NOUN
cana-4625	136	10	of	of	ADP
cana-4625	136	11	online	online	ADJ
cana-4625	136	12	experts	expert	NOUN
cana-4625	136	13	agree	agree	VERB
cana-4625	136	14	that	that	SCONJ
cana-4625	136	15	making	make	VERB
cana-4625	136	16	changes	change	NOUN
cana-4625	136	17	to	to	ADP
cana-4625	136	18	one	one	NUM
cana-4625	136	19	's	's	PART
cana-4625	136	20	lifestyle	lifestyle	NOUN
cana-4625	136	21	is	be	AUX
cana-4625	136	22	an	an	DET
cana-4625	136	23	effective	effective	ADJ
cana-4625	136	24	method	method	NOUN
cana-4625	136	25	for	for	ADP
cana-4625	136	26	addressing	address	VERB
cana-4625	136	27	health	health	NOUN
cana-4625	136	28	concerns	concern	NOUN
cana-4625	136	29	;	;	PUNCT
cana-4625	136	30	nevertheless	nevertheless	ADV
cana-4625	136	31	,	,	PUNCT
cana-4625	136	32	their	their	PRON
cana-4625	136	33	recommendations	recommendation	NOUN
cana-4625	136	34	are	be	AUX
cana-4625	136	35	too	too	ADV
cana-4625	136	36	general	general	ADJ
cana-4625	136	37	to	to	PART
cana-4625	136	38	be	be	AUX
cana-4625	136	39	implemented	implement	VERB
cana-4625	136	40	.	.	PUNCT
cana-4625	137	1	parents	parent	NOUN
cana-4625	137	2	anticipate	anticipate	VERB
cana-4625	137	3	replies	reply	NOUN
cana-4625	137	4	that	that	PRON
cana-4625	137	5	are	be	AUX
cana-4625	137	6	suited	suit	VERB
cana-4625	137	7	to	to	ADP
cana-4625	137	8	their	their	PRON
cana-4625	137	9	specific	specific	ADJ
cana-4625	137	10	needs	need	NOUN
cana-4625	137	11	based	base	VERB
cana-4625	137	12	on	on	ADP
cana-4625	137	13	criteria	criterion	NOUN
cana-4625	137	14	such	such	ADJ
cana-4625	137	15	as	as	ADP
cana-4625	137	16	age	age	NOUN
cana-4625	137	17	,	,	PUNCT
cana-4625	137	18	gender	gender	NOUN
cana-4625	137	19	,	,	PUNCT
cana-4625	137	20	geography	geography	NOUN
cana-4625	137	21	,	,	PUNCT
cana-4625	137	22	and	and	CCONJ
cana-4625	137	23	so	so	ADV
cana-4625	137	24	on	on	ADV
cana-4625	137	25	.	.	PUNCT
cana-4625	138	1	because	because	SCONJ
cana-4625	138	2	the	the	DET
cana-4625	138	3	diets	diet	NOUN
cana-4625	138	4	,	,	PUNCT
cana-4625	138	5	activities	activity	NOUN
cana-4625	138	6	,	,	PUNCT
cana-4625	138	7	and	and	CCONJ
cana-4625	138	8	sleep	sleep	NOUN
cana-4625	138	9	habits	habit	NOUN
cana-4625	138	10	of	of	ADP
cana-4625	138	11	children	child	NOUN
cana-4625	138	12	vary	vary	VERB
cana-4625	138	13	greatly	greatly	ADV
cana-4625	138	14	depending	depend	VERB
cana-4625	138	15	on	on	ADP
cana-4625	138	16	their	their	PRON
cana-4625	138	17	age	age	NOUN
cana-4625	138	18	and	and	CCONJ
cana-4625	138	19	gender	gender	NOUN
cana-4625	138	20	,	,	PUNCT
cana-4625	138	21	it	it	PRON
cana-4625	138	22	is	be	AUX
cana-4625	138	23	important	important	ADJ
cana-4625	138	24	to	to	PART
cana-4625	138	25	observe	observe	VERB
cana-4625	138	26	these	these	DET
cana-4625	138	27	differences	difference	NOUN
cana-4625	138	28	.	.	PUNCT
cana-4625	139	1	there	there	PRON
cana-4625	139	2	is	be	VERB
cana-4625	139	3	a	a	DET
cana-4625	139	4	need	need	NOUN
cana-4625	139	5	for	for	ADP
cana-4625	139	6	individualized	individualized	ADJ
cana-4625	139	7	guidance	guidance	NOUN
cana-4625	139	8	in	in	ADP
cana-4625	139	9	order	order	NOUN
cana-4625	139	10	to	to	PART
cana-4625	139	11	take	take	VERB
cana-4625	139	12	into	into	ADP
cana-4625	139	13	consideration	consideration	NOUN
cana-4625	139	14	the	the	DET
cana-4625	139	15	uniqueness	uniqueness	NOUN
cana-4625	139	16	of	of	ADP
cana-4625	139	17	individuals	individual	NOUN
cana-4625	139	18	.	.	PUNCT
cana-4625	140	1	obtaining	obtain	VERB
cana-4625	140	2	access	access	NOUN
cana-4625	140	3	to	to	ADP
cana-4625	140	4	health	health	NOUN
cana-4625	140	5	care	care	NOUN
cana-4625	140	6	resources	resource	NOUN
cana-4625	140	7	continues	continue	VERB
cana-4625	140	8	to	to	PART
cana-4625	140	9	be	be	AUX
cana-4625	140	10	difficult	difficult	ADJ
cana-4625	140	11	,	,	PUNCT
cana-4625	140	12	despite	despite	SCONJ
cana-4625	140	13	the	the	DET
cana-4625	140	14	fact	fact	NOUN
cana-4625	140	15	that	that	SCONJ
cana-4625	140	16	numerous	numerous	ADJ
cana-4625	140	17	programs	program	NOUN
cana-4625	140	18	have	have	AUX
cana-4625	140	19	been	be	AUX
cana-4625	140	20	designed	design	VERB
cana-4625	140	21	to	to	PART
cana-4625	140	22	rescue	rescue	VERB
cana-4625	140	23	children	child	NOUN
cana-4625	140	24	and	and	CCONJ
cana-4625	140	25	that	that	SCONJ
cana-4625	140	26	the	the	DET
cana-4625	140	27	general	general	ADJ
cana-4625	140	28	public	public	NOUN
cana-4625	140	29	is	be	AUX
cana-4625	140	30	aware	aware	ADJ
cana-4625	140	31	of	of	ADP
cana-4625	140	32	the	the	DET
cana-4625	140	33	leading	lead	VERB
cana-4625	140	34	causes	cause	NOUN
cana-4625	140	35	of	of	ADP
cana-4625	140	36	death	death	NOUN
cana-4625	140	37	.	.	PUNCT
cana-4625	141	1	recently	recently	ADV
cana-4625	141	2	,	,	PUNCT
cana-4625	141	3	the	the	DET
cana-4625	141	4	availability	availability	NOUN
cana-4625	141	5	of	of	ADP
cana-4625	141	6	health	health	NOUN
cana-4625	141	7	services	service	NOUN
cana-4625	141	8	that	that	PRON
cana-4625	141	9	are	be	AUX
cana-4625	141	10	both	both	PRON
cana-4625	141	11	affordable	affordable	ADJ
cana-4625	141	12	and	and	CCONJ
cana-4625	141	13	easily	easily	ADV
cana-4625	141	14	accessible	accessible	ADJ
cana-4625	141	15	has	have	AUX
cana-4625	141	16	been	be	AUX
cana-4625	141	17	made	make	VERB
cana-4625	141	18	easier	easy	ADJ
cana-4625	141	19	by	by	ADP
cana-4625	141	20	the	the	DET
cana-4625	141	21	development	development	NOUN
cana-4625	141	22	of	of	ADP
cana-4625	141	23	computer	computer	NOUN
cana-4625	141	24	technology	technology	NOUN
cana-4625	141	25	.	.	PUNCT
cana-4625	142	1	personal	personal	ADJ
cana-4625	142	2	health	health	NOUN
cana-4625	142	3	records	record	NOUN
cana-4625	142	4	typically	typically	ADV
cana-4625	142	5	include	include	VERB
cana-4625	142	6	alerts	alert	NOUN
cana-4625	142	7	,	,	PUNCT
cana-4625	142	8	notifications	notification	NOUN
cana-4625	142	9	,	,	PUNCT
cana-4625	142	10	reminders	reminder	NOUN
cana-4625	142	11	,	,	PUNCT
cana-4625	142	12	tailored	tailor	VERB
cana-4625	142	13	health	health	NOUN
cana-4625	142	14	recommendations	recommendation	NOUN
cana-4625	142	15	,	,	PUNCT
cana-4625	142	16	and	and	CCONJ
cana-4625	142	17	decision	decision	NOUN
cana-4625	142	18	support	support	NOUN
cana-4625	142	19	for	for	ADP
cana-4625	142	20	illnesses	illness	NOUN
cana-4625	142	21	.	.	PUNCT
cana-4625	143	1	these	these	DET
cana-4625	143	2	features	feature	NOUN
cana-4625	143	3	are	be	AUX
cana-4625	143	4	designed	design	VERB
cana-4625	143	5	to	to	PART
cana-4625	143	6	aid	aid	VERB
cana-4625	143	7	users	user	NOUN
cana-4625	143	8	in	in	ADP
cana-4625	143	9	maintaining	maintain	VERB
cana-4625	143	10	their	their	PRON
cana-4625	143	11	health	health	NOUN
cana-4625	143	12	records	record	NOUN
cana-4625	143	13	and	and	CCONJ
cana-4625	143	14	communicating	communicate	VERB
cana-4625	143	15	with	with	ADP
cana-4625	143	16	healthcare	healthcare	NOUN
cana-4625	143	17	specialists	specialist	NOUN
cana-4625	143	18	.	.	PUNCT
cana-4625	144	1	when	when	SCONJ
cana-4625	144	2	it	it	PRON
cana-4625	144	3	comes	come	VERB
cana-4625	144	4	to	to	ADP
cana-4625	144	5	children	child	NOUN
cana-4625	144	6	under	under	ADP
cana-4625	144	7	the	the	DET
cana-4625	144	8	age	age	NOUN
cana-4625	144	9	of	of	ADP
cana-4625	144	10	five	five	NUM
cana-4625	144	11	,	,	PUNCT
cana-4625	144	12	these	these	DET
cana-4625	144	13	web	web	NOUN
cana-4625	144	14	-	-	PUNCT
cana-4625	144	15	based	base	VERB
cana-4625	144	16	health	health	NOUN
cana-4625	144	17	care	care	NOUN
cana-4625	144	18	systems	system	NOUN
cana-4625	144	19	provide	provide	VERB
cana-4625	144	20	limited	limited	ADJ
cana-4625	144	21	hazard	hazard	NOUN
cana-4625	144	22	notice	notice	NOUN
cana-4625	144	23	and	and	CCONJ
cana-4625	144	24	representation	representation	NOUN
cana-4625	144	25	in	in	ADP
cana-4625	144	26	addition	addition	NOUN
cana-4625	144	27	to	to	ADP
cana-4625	144	28	individualized	individualized	ADJ
cana-4625	144	29	remedies	remedy	NOUN
cana-4625	144	30	.	.	PUNCT
cana-4625	145	1	in	in	ADP
cana-4625	145	2	today	today	NOUN
cana-4625	145	3	's	's	PART
cana-4625	145	4	world	world	NOUN
cana-4625	145	5	,	,	PUNCT
cana-4625	145	6	it	it	PRON
cana-4625	145	7	is	be	AUX
cana-4625	145	8	absolutely	absolutely	ADV
cana-4625	145	9	necessary	necessary	ADJ
cana-4625	145	10	to	to	PART
cana-4625	145	11	vaccinate	vaccinate	VERB
cana-4625	145	12	children	child	NOUN
cana-4625	145	13	in	in	ADP
cana-4625	145	14	order	order	NOUN
cana-4625	145	15	to	to	PART
cana-4625	145	16	protect	protect	VERB
cana-4625	145	17	them	they	PRON
cana-4625	145	18	from	from	ADP
cana-4625	145	19	any	any	DET
cana-4625	145	20	kind	kind	NOUN
cana-4625	145	21	of	of	ADP
cana-4625	145	22	bacterial	bacterial	ADJ
cana-4625	145	23	or	or	CCONJ
cana-4625	145	24	viral	viral	ADJ
cana-4625	145	25	infection	infection	NOUN
cana-4625	145	26	.	.	PUNCT
cana-4625	146	1	this	this	DET
cana-4625	146	2	strategy	strategy	NOUN
cana-4625	146	3	is	be	AUX
cana-4625	146	4	intended	intend	VERB
cana-4625	146	5	to	to	PART
cana-4625	146	6	provide	provide	VERB
cana-4625	146	7	parents	parent	NOUN
cana-4625	146	8	with	with	ADP
cana-4625	146	9	information	information	NOUN
cana-4625	146	10	on	on	ADP
cana-4625	146	11	the	the	DET
cana-4625	146	12	duration	duration	NOUN
cana-4625	146	13	of	of	ADP
cana-4625	146	14	the	the	DET
cana-4625	146	15	immunization	immunization	NOUN
cana-4625	146	16	drive	drive	NOUN
cana-4625	146	17	.	.	PUNCT
cana-4625	147	1	the	the	DET
cana-4625	147	2	strategy	strategy	NOUN
cana-4625	147	3	that	that	PRON
cana-4625	147	4	has	have	AUX
cana-4625	147	5	been	be	AUX
cana-4625	147	6	recommended	recommend	VERB
cana-4625	147	7	centres	centre	NOUN
cana-4625	147	8	on	on	ADP
cana-4625	147	9	making	make	VERB
cana-4625	147	10	use	use	NOUN
cana-4625	147	11	of	of	ADP
cana-4625	147	12	the	the	DET
cana-4625	147	13	vaccination	vaccination	NOUN
cana-4625	147	14	notification	notification	NOUN
cana-4625	147	15	system	system	NOUN
cana-4625	147	16	in	in	ADP
cana-4625	147	17	order	order	NOUN
cana-4625	147	18	to	to	PART
cana-4625	147	19	identify	identify	VERB
cana-4625	147	20	newborn	newborn	ADJ
cana-4625	147	21	newborns	newborn	NOUN
cana-4625	147	22	and	and	CCONJ
cana-4625	147	23	the	the	DET
cana-4625	147	24	health	health	NOUN
cana-4625	147	25	measures	measure	NOUN
cana-4625	147	26	that	that	PRON
cana-4625	147	27	should	should	AUX
cana-4625	147	28	be	be	AUX
cana-4625	147	29	taken	take	VERB
cana-4625	147	30	for	for	ADP
cana-4625	147	31	them	they	PRON
cana-4625	147	32	.	.	PUNCT
cana-4625	148	1	in	in	ADP
cana-4625	148	2	this	this	DET
cana-4625	148	3	study	study	NOUN
cana-4625	148	4	,	,	PUNCT
cana-4625	148	5	a	a	DET
cana-4625	148	6	methodology	methodology	NOUN
cana-4625	148	7	for	for	ADP
cana-4625	148	8	predictive	predictive	ADJ
cana-4625	148	9	data	datum	NOUN
cana-4625	148	10	analytics	analytic	NOUN
cana-4625	148	11	that	that	PRON
cana-4625	148	12	is	be	AUX
cana-4625	148	13	based	base	VERB
cana-4625	148	14	on	on	ADP
cana-4625	148	15	machine	machine	NOUN
cana-4625	148	16	learning	learning	NOUN
cana-4625	148	17	and	and	CCONJ
cana-4625	148	18	is	be	AUX
cana-4625	148	19	developed	develop	VERB
cana-4625	148	20	around	around	ADP
cana-4625	148	21	the	the	DET
cana-4625	148	22	child	child	NOUN
cana-4625	148	23	health	health	NOUN
cana-4625	148	24	care	care	NOUN
cana-4625	148	25	system	system	NOUN
cana-4625	148	26	(	(	PUNCT
cana-4625	148	27	chs	chs	PROPN
cana-4625	148	28	)	)	PUNCT
cana-4625	148	29	is	be	AUX
cana-4625	148	30	presented	present	VERB
cana-4625	148	31	.	.	PUNCT
cana-4625	149	1	the	the	DET
cana-4625	149	2	persistence	persistence	NOUN
cana-4625	149	3	of	of	ADP
cana-4625	149	4	the	the	DET
cana-4625	149	5	study	study	NOUN
cana-4625	149	6	is	be	AUX
cana-4625	149	7	communications	communication	NOUN
cana-4625	149	8	on	on	ADP
cana-4625	149	9	applied	apply	VERB
cana-4625	149	10	nonlinear	nonlinear	ADJ
cana-4625	149	11	analysis	analysis	NOUN
cana-4625	149	12	issn	issn	NOUN
cana-4625	149	13	:	:	PUNCT
cana-4625	149	14	1074	1074	NUM
cana-4625	149	15	-	-	PUNCT
cana-4625	149	16	133x	133x	NUM
cana-4625	149	17	vol	vol	NOUN
cana-4625	149	18	32	32	NUM
cana-4625	149	19	no	no	NOUN
cana-4625	149	20	.	.	PUNCT
cana-4625	150	1	9s	9s	NUM
cana-4625	150	2	(	(	PUNCT
cana-4625	150	3	2025	2025	NUM
cana-4625	150	4	)	)	PUNCT
cana-4625	150	5	3098	3098	NUM
cana-4625	150	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-4625	151	1	to	to	PART
cana-4625	151	2	inspect	inspect	VERB
cana-4625	151	3	the	the	DET
cana-4625	151	4	possibility	possibility	NOUN
cana-4625	151	5	of	of	ADP
cana-4625	151	6	enhancing	enhance	VERB
cana-4625	151	7	the	the	DET
cana-4625	151	8	precision	precision	NOUN
cana-4625	151	9	of	of	ADP
cana-4625	151	10	child	child	NOUN
cana-4625	151	11	health	health	NOUN
cana-4625	151	12	care	care	NOUN
cana-4625	151	13	diagnosis	diagnosis	NOUN
cana-4625	151	14	and	and	CCONJ
cana-4625	151	15	prognosis	prognosis	NOUN
cana-4625	151	16	through	through	ADP
cana-4625	151	17	the	the	DET
cana-4625	151	18	utilization	utilization	NOUN
cana-4625	151	19	of	of	ADP
cana-4625	151	20	ml	ml	ADP
cana-4625	151	21	algorithms	algorithm	NOUN
cana-4625	151	22	to	to	PART
cana-4625	151	23	recognize	recognize	VERB
cana-4625	151	24	patterns	pattern	NOUN
cana-4625	151	25	and	and	CCONJ
cana-4625	151	26	trends	trend	NOUN
cana-4625	151	27	in	in	ADP
cana-4625	151	28	medical	medical	ADJ
cana-4625	151	29	data	datum	NOUN
cana-4625	151	30	.	.	PUNCT
cana-4625	152	1	in	in	ADP
cana-4625	152	2	this	this	DET
cana-4625	152	3	paper	paper	NOUN
cana-4625	152	4	,	,	PUNCT
cana-4625	152	5	the	the	DET
cana-4625	152	6	concept	concept	NOUN
cana-4625	152	7	of	of	ADP
cana-4625	152	8	predictive	predictive	ADJ
cana-4625	152	9	analytics	analytic	NOUN
cana-4625	152	10	is	be	AUX
cana-4625	152	11	presented	present	VERB
cana-4625	152	12	,	,	PUNCT
cana-4625	152	13	and	and	CCONJ
cana-4625	152	14	an	an	DET
cana-4625	152	15	explanation	explanation	NOUN
cana-4625	152	16	is	be	AUX
cana-4625	152	17	given	give	VERB
cana-4625	152	18	regarding	regard	VERB
cana-4625	152	19	how	how	SCONJ
cana-4625	152	20	it	it	PRON
cana-4625	152	21	might	might	AUX
cana-4625	152	22	be	be	AUX
cana-4625	152	23	utilized	utilize	VERB
cana-4625	152	24	to	to	ADP
cana-4625	152	25	the	the	DET
cana-4625	152	26	advantage	advantage	NOUN
cana-4625	152	27	of	of	ADP
cana-4625	152	28	the	the	DET
cana-4625	152	29	chs	ch	NOUN
cana-4625	152	30	.	.	PUNCT
cana-4625	153	1	in	in	ADP
cana-4625	153	2	the	the	DET
cana-4625	153	3	following	follow	VERB
cana-4625	153	4	section	section	NOUN
cana-4625	153	5	of	of	ADP
cana-4625	153	6	the	the	DET
cana-4625	153	7	study	study	NOUN
cana-4625	153	8	,	,	PUNCT
cana-4625	153	9	the	the	DET
cana-4625	153	10	numerous	numerous	ADJ
cana-4625	153	11	ml	ml	NOUN
cana-4625	153	12	algorithms	algorithm	NOUN
cana-4625	153	13	that	that	PRON
cana-4625	153	14	can	can	AUX
cana-4625	153	15	be	be	AUX
cana-4625	153	16	employed	employ	VERB
cana-4625	153	17	for	for	ADP
cana-4625	153	18	predictive	predictive	ADJ
cana-4625	153	19	data	datum	NOUN
cana-4625	153	20	analytics	analytic	NOUN
cana-4625	153	21	are	be	AUX
cana-4625	153	22	discussed	discuss	VERB
cana-4625	153	23	,	,	PUNCT
cana-4625	153	24	and	and	CCONJ
cana-4625	153	25	the	the	DET
cana-4625	153	26	pros	pro	NOUN
cana-4625	153	27	and	and	CCONJ
cana-4625	153	28	downsides	downside	NOUN
cana-4625	153	29	of	of	ADP
cana-4625	153	30	each	each	DET
cana-4625	153	31	method	method	NOUN
cana-4625	153	32	are	be	AUX
cana-4625	153	33	investigated	investigate	VERB
cana-4625	153	34	.	.	PUNCT
cana-4625	154	1	furthermore	furthermore	ADV
cana-4625	154	2	,	,	PUNCT
cana-4625	154	3	the	the	DET
cana-4625	154	4	paper	paper	NOUN
cana-4625	154	5	provides	provide	VERB
cana-4625	154	6	a	a	DET
cana-4625	154	7	description	description	NOUN
cana-4625	154	8	of	of	ADP
cana-4625	154	9	the	the	DET
cana-4625	154	10	data	datum	NOUN
cana-4625	154	11	pre	pre	ADJ
cana-4625	154	12	-	-	ADJ
cana-4625	154	13	processing	processing	ADJ
cana-4625	154	14	steps	step	NOUN
cana-4625	154	15	that	that	PRON
cana-4625	154	16	are	be	AUX
cana-4625	154	17	required	require	VERB
cana-4625	154	18	in	in	ADP
cana-4625	154	19	order	order	NOUN
cana-4625	154	20	to	to	PART
cana-4625	154	21	get	get	VERB
cana-4625	154	22	the	the	DET
cana-4625	154	23	data	datum	NOUN
cana-4625	154	24	ready	ready	ADJ
cana-4625	154	25	for	for	ADP
cana-4625	154	26	analysis	analysis	NOUN
cana-4625	154	27	.	.	PUNCT
cana-4625	155	1	a	a	DET
cana-4625	155	2	conclusion	conclusion	NOUN
cana-4625	155	3	is	be	AUX
cana-4625	155	4	included	include	VERB
cana-4625	155	5	at	at	ADP
cana-4625	155	6	the	the	DET
cana-4625	155	7	end	end	NOUN
cana-4625	155	8	of	of	ADP
cana-4625	155	9	the	the	DET
cana-4625	155	10	work	work	NOUN
cana-4625	155	11	,	,	PUNCT
cana-4625	155	12	which	which	PRON
cana-4625	155	13	also	also	ADV
cana-4625	155	14	includes	include	VERB
cana-4625	155	15	a	a	DET
cana-4625	155	16	discussion	discussion	NOUN
cana-4625	155	17	of	of	ADP
cana-4625	155	18	the	the	DET
cana-4625	155	19	possible	possible	ADJ
cana-4625	155	20	uses	use	NOUN
cana-4625	155	21	of	of	ADP
cana-4625	155	22	predictive	predictive	ADJ
cana-4625	155	23	analytics	analytic	NOUN
cana-4625	155	24	in	in	ADP
cana-4625	155	25	the	the	DET
cana-4625	155	26	cardiovascular	cardiovascular	ADJ
cana-4625	155	27	system	system	NOUN
cana-4625	155	28	.	.	PUNCT
cana-4625	156	1	the	the	DET
cana-4625	156	2	purpose	purpose	NOUN
cana-4625	156	3	of	of	ADP
cana-4625	156	4	this	this	DET
cana-4625	156	5	study	study	NOUN
cana-4625	156	6	is	be	AUX
cana-4625	156	7	to	to	PART
cana-4625	156	8	offers	offer	VERB
cana-4625	156	9	a	a	DET
cana-4625	156	10	full	full	ADJ
cana-4625	156	11	analysis	analysis	NOUN
cana-4625	156	12	of	of	ADP
cana-4625	156	13	ways	way	NOUN
cana-4625	156	14	in	in	ADP
cana-4625	156	15	which	which	PRON
cana-4625	156	16	predictive	predictive	ADJ
cana-4625	156	17	analytics	analytic	NOUN
cana-4625	156	18	can	can	AUX
cana-4625	156	19	improve	improve	VERB
cana-4625	156	20	the	the	DET
cana-4625	156	21	accuracy	accuracy	NOUN
cana-4625	156	22	of	of	ADP
cana-4625	156	23	pediatric	pediatric	ADJ
cana-4625	156	24	health	health	NOUN
cana-4625	156	25	diagnosis	diagnosis	NOUN
cana-4625	156	26	and	and	CCONJ
cana-4625	156	27	prognosis	prognosis	NOUN
cana-4625	156	28	.	.	PUNCT
cana-4625	157	1	it	it	PRON
cana-4625	157	2	offers	offer	VERB
cana-4625	157	3	a	a	DET
cana-4625	157	4	comprehensive	comprehensive	ADJ
cana-4625	157	5	overview	overview	NOUN
cana-4625	157	6	of	of	ADP
cana-4625	157	7	the	the	DET
cana-4625	157	8	various	various	ADJ
cana-4625	157	9	machine	machine	NOUN
cana-4625	157	10	learning	learn	VERB
cana-4625	157	11	algorithms	algorithm	NOUN
cana-4625	157	12	,	,	PUNCT
cana-4625	157	13	as	as	ADV
cana-4625	157	14	well	well	ADV
cana-4625	157	15	as	as	ADP
cana-4625	157	16	the	the	DET
cana-4625	157	17	pre	pre	ADJ
cana-4625	157	18	-	-	ADJ
cana-4625	157	19	processing	processing	ADJ
cana-4625	157	20	techniques	technique	NOUN
cana-4625	157	21	that	that	PRON
cana-4625	157	22	are	be	AUX
cana-4625	157	23	necessary	necessary	ADJ
cana-4625	157	24	in	in	ADP
cana-4625	157	25	order	order	NOUN
cana-4625	157	26	to	to	PART
cana-4625	157	27	get	get	VERB
cana-4625	157	28	the	the	DET
cana-4625	157	29	data	datum	NOUN
cana-4625	157	30	ready	ready	ADJ
cana-4625	157	31	for	for	ADP
cana-4625	157	32	analysis	analysis	NOUN
cana-4625	157	33	.	.	PUNCT
cana-4625	158	1	in	in	ADP
cana-4625	158	2	addition	addition	NOUN
cana-4625	158	3	to	to	ADP
cana-4625	158	4	this	this	PRON
cana-4625	158	5	,	,	PUNCT
cana-4625	158	6	the	the	DET
cana-4625	158	7	paper	paper	NOUN
cana-4625	158	8	touches	touch	VERB
cana-4625	158	9	on	on	ADP
cana-4625	158	10	the	the	DET
cana-4625	158	11	potential	potential	ADJ
cana-4625	158	12	applications	application	NOUN
cana-4625	158	13	of	of	ADP
cana-4625	158	14	predictive	predictive	ADJ
cana-4625	158	15	analytics	analytic	NOUN
cana-4625	158	16	inside	inside	ADP
cana-4625	158	17	the	the	DET
cana-4625	158	18	chs	chs	NOUN
cana-4625	158	19	and	and	CCONJ
cana-4625	158	20	offers	offer	VERB
cana-4625	158	21	some	some	DET
cana-4625	158	22	recommendations	recommendation	NOUN
cana-4625	158	23	for	for	ADP
cana-4625	158	24	additional	additional	ADJ
cana-4625	158	25	research	research	NOUN
cana-4625	158	26	.	.	PUNCT
cana-4625	159	1	those	those	DET
cana-4625	159	2	practitioners	practitioner	NOUN
cana-4625	159	3	and	and	CCONJ
cana-4625	159	4	researchers	researcher	NOUN
cana-4625	159	5	who	who	PRON
cana-4625	159	6	are	be	AUX
cana-4625	159	7	interested	interested	ADJ
cana-4625	159	8	in	in	ADP
cana-4625	159	9	examining	examine	VERB
cana-4625	159	10	the	the	DET
cana-4625	159	11	prospects	prospect	NOUN
cana-4625	159	12	of	of	ADP
cana-4625	159	13	analytics	analytic	NOUN
cana-4625	159	14	for	for	ADP
cana-4625	159	15	prediction	prediction	NOUN
cana-4625	159	16	in	in	ADP
cana-4625	159	17	the	the	DET
cana-4625	159	18	chs	ch	NOUN
cana-4625	159	19	will	will	AUX
cana-4625	159	20	find	find	VERB
cana-4625	159	21	this	this	DET
cana-4625	159	22	paper	paper	NOUN
cana-4625	159	23	to	to	PART
cana-4625	159	24	be	be	AUX
cana-4625	159	25	a	a	DET
cana-4625	159	26	resource	resource	NOUN
cana-4625	159	27	that	that	PRON
cana-4625	159	28	is	be	AUX
cana-4625	159	29	helpful	helpful	ADJ
cana-4625	159	30	.	.	PUNCT
cana-4625	160	1	goal	goal	NOUN
cana-4625	160	2	•	•	ADP
cana-4625	160	3	the	the	DET
cana-4625	160	4	goal	goal	NOUN
cana-4625	160	5	of	of	ADP
cana-4625	160	6	our	our	PRON
cana-4625	160	7	efforts	effort	NOUN
cana-4625	160	8	to	to	PART
cana-4625	160	9	celebrate	celebrate	VERB
cana-4625	160	10	the	the	DET
cana-4625	160	11	significance	significance	NOUN
cana-4625	160	12	of	of	ADP
cana-4625	160	13	vaccination	vaccination	NOUN
cana-4625	160	14	is	be	AUX
cana-4625	160	15	to	to	PART
cana-4625	160	16	digitalize	digitalize	VERB
cana-4625	160	17	the	the	DET
cana-4625	160	18	vaccination	vaccination	NOUN
cana-4625	160	19	drive	drive	NOUN
cana-4625	160	20	and	and	CCONJ
cana-4625	160	21	offer	offer	VERB
cana-4625	160	22	notifications	notification	NOUN
cana-4625	160	23	to	to	ADP
cana-4625	160	24	parents	parent	NOUN
cana-4625	160	25	regarding	regard	VERB
cana-4625	160	26	immunization	immunization	NOUN
cana-4625	160	27	.	.	PUNCT
cana-4625	161	1	this	this	PRON
cana-4625	161	2	will	will	AUX
cana-4625	161	3	be	be	AUX
cana-4625	161	4	done	do	VERB
cana-4625	161	5	as	as	ADP
cana-4625	161	6	part	part	NOUN
cana-4625	161	7	of	of	ADP
cana-4625	161	8	our	our	PRON
cana-4625	161	9	efforts	effort	NOUN
cana-4625	161	10	to	to	PART
cana-4625	161	11	commemorate	commemorate	VERB
cana-4625	161	12	the	the	DET
cana-4625	161	13	importance	importance	NOUN
cana-4625	161	14	of	of	ADP
cana-4625	161	15	vaccination	vaccination	NOUN
cana-4625	161	16	.	.	PUNCT
cana-4625	162	1	•	•	CCONJ
cana-4625	162	2	the	the	DET
cana-4625	162	3	objective	objective	NOUN
cana-4625	162	4	of	of	ADP
cana-4625	162	5	this	this	DET
cana-4625	162	6	system	system	NOUN
cana-4625	162	7	is	be	AUX
cana-4625	162	8	to	to	PART
cana-4625	162	9	facilitate	facilitate	VERB
cana-4625	162	10	the	the	DET
cana-4625	162	11	dissemination	dissemination	NOUN
cana-4625	162	12	of	of	ADP
cana-4625	162	13	information	information	NOUN
cana-4625	162	14	regarding	regard	VERB
cana-4625	162	15	the	the	DET
cana-4625	162	16	relevance	relevance	NOUN
cana-4625	162	17	of	of	ADP
cana-4625	162	18	vaccination	vaccination	NOUN
cana-4625	162	19	and	and	CCONJ
cana-4625	162	20	the	the	DET
cana-4625	162	21	reasons	reason	NOUN
cana-4625	162	22	why	why	SCONJ
cana-4625	162	23	it	it	PRON
cana-4625	162	24	is	be	AUX
cana-4625	162	25	necessary	necessary	ADJ
cana-4625	162	26	to	to	PART
cana-4625	162	27	administer	administer	VERB
cana-4625	162	28	vaccinations	vaccination	NOUN
cana-4625	162	29	to	to	ADP
cana-4625	162	30	infants	infant	NOUN
cana-4625	162	31	and	and	CCONJ
cana-4625	162	32	young	young	ADJ
cana-4625	162	33	children	child	NOUN
cana-4625	162	34	.	.	PUNCT
cana-4625	163	1	the	the	DET
cana-4625	163	2	maintenance	maintenance	NOUN
cana-4625	163	3	of	of	ADP
cana-4625	163	4	records	record	NOUN
cana-4625	163	5	and	and	CCONJ
cana-4625	163	6	the	the	DET
cana-4625	163	7	monitoring	monitoring	NOUN
cana-4625	163	8	of	of	ADP
cana-4625	163	9	children	child	NOUN
cana-4625	163	10	's	's	PART
cana-4625	163	11	growth	growth	NOUN
cana-4625	163	12	,	,	PUNCT
cana-4625	163	13	as	as	ADV
cana-4625	163	14	well	well	ADV
cana-4625	163	15	as	as	ADP
cana-4625	163	16	the	the	DET
cana-4625	163	17	identification	identification	NOUN
cana-4625	163	18	of	of	ADP
cana-4625	163	19	the	the	DET
cana-4625	163	20	factors	factor	NOUN
cana-4625	163	21	that	that	PRON
cana-4625	163	22	contribute	contribute	VERB
cana-4625	163	23	to	to	ADP
cana-4625	163	24	their	their	PRON
cana-4625	163	25	illnesses	illness	NOUN
cana-4625	163	26	,	,	PUNCT
cana-4625	163	27	are	be	AUX
cana-4625	163	28	both	both	PRON
cana-4625	163	29	useful	useful	ADJ
cana-4625	163	30	aspects	aspect	NOUN
cana-4625	163	31	of	of	ADP
cana-4625	163	32	this	this	DET
cana-4625	163	33	system	system	NOUN
cana-4625	163	34	.	.	PUNCT
cana-4625	164	1	machine	machine	NOUN
cana-4625	164	2	learning	learn	VERB
cana-4625	164	3	this	this	DET
cana-4625	164	4	particular	particular	ADJ
cana-4625	164	5	type	type	NOUN
cana-4625	164	6	of	of	ADP
cana-4625	164	7	ai	ai	ADJ
cana-4625	164	8	enables	enable	VERB
cana-4625	164	9	machines	machine	NOUN
cana-4625	164	10	to	to	PART
cana-4625	164	11	gain	gain	VERB
cana-4625	164	12	knowledge	knowledge	NOUN
cana-4625	164	13	from	from	ADP
cana-4625	164	14	data	datum	NOUN
cana-4625	164	15	that	that	PRON
cana-4625	164	16	they	they	PRON
cana-4625	164	17	have	have	AUX
cana-4625	164	18	collected	collect	VERB
cana-4625	164	19	and	and	CCONJ
cana-4625	164	20	to	to	PART
cana-4625	164	21	make	make	VERB
cana-4625	164	22	predictions	prediction	NOUN
cana-4625	164	23	.	.	PUNCT
cana-4625	165	1	this	this	DET
cana-4625	165	2	subfield	subfield	NOUN
cana-4625	165	3	of	of	ADP
cana-4625	165	4	artificial	artificial	ADJ
cana-4625	165	5	intelligence	intelligence	NOUN
cana-4625	165	6	focusses	focusse	NOUN
cana-4625	165	7	on	on	ADP
cana-4625	165	8	the	the	DET
cana-4625	165	9	expansion	expansion	NOUN
cana-4625	165	10	of	of	ADP
cana-4625	165	11	algorithms	algorithm	NOUN
cana-4625	165	12	that	that	PRON
cana-4625	165	13	are	be	AUX
cana-4625	165	14	clever	clever	ADJ
cana-4625	165	15	to	to	PART
cana-4625	165	16	acquire	acquire	VERB
cana-4625	165	17	knowledge	knowledge	NOUN
cana-4625	165	18	from	from	ADP
cana-4625	165	19	data	datum	NOUN
cana-4625	165	20	and	and	CCONJ
cana-4625	165	21	enhance	enhance	VERB
cana-4625	165	22	itself	itself	PRON
cana-4625	165	23	without	without	ADP
cana-4625	165	24	having	having	AUX
cana-4625	165	25	been	be	AUX
cana-4625	165	26	programmed	program	VERB
cana-4625	165	27	to	to	PART
cana-4625	165	28	do	do	VERB
cana-4625	165	29	so	so	ADV
cana-4625	165	30	.	.	PUNCT
cana-4625	166	1	ml	ml	NOUN
cana-4625	166	2	techniques	technique	NOUN
cana-4625	166	3	are	be	AUX
cana-4625	166	4	utilized	utilize	VERB
cana-4625	166	5	for	for	ADP
cana-4625	166	6	a	a	DET
cana-4625	166	7	wide	wide	ADJ
cana-4625	166	8	variety	variety	NOUN
cana-4625	166	9	of	of	ADP
cana-4625	166	10	solicitations	solicitation	NOUN
cana-4625	166	11	,	,	PUNCT
cana-4625	166	12	including	include	VERB
cana-4625	166	13	the	the	DET
cana-4625	166	14	forecasting	forecasting	NOUN
cana-4625	166	15	of	of	ADP
cana-4625	166	16	market	market	NOUN
cana-4625	166	17	prices	price	NOUN
cana-4625	166	18	,	,	PUNCT
cana-4625	166	19	the	the	DET
cana-4625	166	20	diagnosis	diagnosis	NOUN
cana-4625	166	21	of	of	ADP
cana-4625	166	22	medical	medical	ADJ
cana-4625	166	23	disorders	disorder	NOUN
cana-4625	166	24	,	,	PUNCT
cana-4625	166	25	and	and	CCONJ
cana-4625	166	26	the	the	DET
cana-4625	166	27	identification	identification	NOUN
cana-4625	166	28	of	of	ADP
cana-4625	166	29	objects	object	NOUN
cana-4625	166	30	in	in	ADP
cana-4625	166	31	photographs	photograph	NOUN
cana-4625	166	32	[	[	X
cana-4625	166	33	48	48	NUM
cana-4625	166	34	]	]	PUNCT
cana-4625	166	35	.	.	PUNCT
cana-4625	167	1	at	at	ADP
cana-4625	167	2	its	its	PRON
cana-4625	167	3	foundation	foundation	NOUN
cana-4625	167	4	,	,	PUNCT
cana-4625	167	5	machine	machine	NOUN
cana-4625	167	6	learning	learning	NOUN
cana-4625	167	7	is	be	AUX
cana-4625	167	8	about	about	ADP
cana-4625	167	9	developing	develop	VERB
cana-4625	167	10	algorithms	algorithm	NOUN
cana-4625	167	11	that	that	PRON
cana-4625	167	12	are	be	AUX
cana-4625	167	13	able	able	ADJ
cana-4625	167	14	to	to	PART
cana-4625	167	15	take	take	VERB
cana-4625	167	16	in	in	ADP
cana-4625	167	17	data	datum	NOUN
cana-4625	167	18	as	as	ADP
cana-4625	167	19	input	input	NOUN
cana-4625	167	20	and	and	CCONJ
cana-4625	167	21	then	then	ADV
cana-4625	167	22	use	use	VERB
cana-4625	167	23	statistical	statistical	ADJ
cana-4625	167	24	analysis	analysis	NOUN
cana-4625	167	25	to	to	PART
cana-4625	167	26	determine	determine	VERB
cana-4625	167	27	an	an	DET
cana-4625	167	28	output	output	NOUN
cana-4625	167	29	value	value	NOUN
cana-4625	167	30	that	that	PRON
cana-4625	167	31	falls	fall	VERB
cana-4625	167	32	within	within	ADP
cana-4625	167	33	a	a	DET
cana-4625	167	34	range	range	NOUN
cana-4625	167	35	that	that	PRON
cana-4625	167	36	is	be	AUX
cana-4625	167	37	considered	consider	VERB
cana-4625	167	38	acceptable	acceptable	ADJ
cana-4625	167	39	.	.	PUNCT
cana-4625	168	1	the	the	DET
cana-4625	168	2	algorithm	algorithm	NOUN
cana-4625	168	3	continues	continue	VERB
cana-4625	168	4	to	to	PART
cana-4625	168	5	learn	learn	VERB
cana-4625	168	6	from	from	ADP
cana-4625	168	7	the	the	DET
cana-4625	168	8	data	datum	NOUN
cana-4625	168	9	in	in	ADP
cana-4625	168	10	an	an	DET
cana-4625	168	11	iterative	iterative	NOUN
cana-4625	168	12	manner	manner	NOUN
cana-4625	168	13	,	,	PUNCT
cana-4625	168	14	and	and	CCONJ
cana-4625	168	15	as	as	SCONJ
cana-4625	168	16	more	more	ADJ
cana-4625	168	17	data	datum	NOUN
cana-4625	168	18	is	be	AUX
cana-4625	168	19	provided	provide	VERB
cana-4625	168	20	,	,	PUNCT
cana-4625	168	21	it	it	PRON
cana-4625	168	22	makes	make	VERB
cana-4625	168	23	predictions	prediction	NOUN
cana-4625	168	24	that	that	PRON
cana-4625	168	25	are	be	AUX
cana-4625	168	26	progressively	progressively	ADV
cana-4625	168	27	more	more	ADV
cana-4625	168	28	accurate	accurate	ADJ
cana-4625	168	29	.	.	PUNCT
cana-4625	169	1	the	the	DET
cana-4625	169	2	sort	sort	NOUN
cana-4625	169	3	of	of	ADP
cana-4625	169	4	machine	machine	NOUN
cana-4625	169	5	learning	learn	VERB
cana-4625	169	6	algorithm	algorithm	NOUN
cana-4625	169	7	that	that	PRON
cana-4625	169	8	is	be	AUX
cana-4625	169	9	used	use	VERB
cana-4625	169	10	the	the	DET
cana-4625	169	11	most	most	ADV
cana-4625	169	12	frequently	frequently	ADV
cana-4625	169	13	is	be	AUX
cana-4625	169	14	called	call	VERB
cana-4625	169	15	supervised	supervised	ADJ
cana-4625	169	16	learning	learning	NOUN
cana-4625	169	17	.	.	PUNCT
cana-4625	170	1	a	a	DET
cana-4625	170	2	particular	particular	ADJ
cana-4625	170	3	kind	kind	NOUN
cana-4625	170	4	of	of	ADP
cana-4625	170	5	algorithm	algorithm	NOUN
cana-4625	170	6	is	be	AUX
cana-4625	170	7	provided	provide	VERB
cana-4625	170	8	with	with	ADP
cana-4625	170	9	labeled	label	VERB
cana-4625	170	10	data	datum	NOUN
cana-4625	170	11	[	[	X
cana-4625	170	12	49	49	NUM
cana-4625	170	13	]	]	PUNCT
cana-4625	170	14	(	(	PUNCT
cana-4625	170	15	which	which	PRON
cana-4625	170	16	contains	contain	VERB
cana-4625	170	17	the	the	DET
cana-4625	170	18	appropriate	appropriate	ADJ
cana-4625	170	19	output	output	NOUN
cana-4625	170	20	values	value	NOUN
cana-4625	170	21	)	)	PUNCT
cana-4625	170	22	,	,	PUNCT
cana-4625	170	23	and	and	CCONJ
cana-4625	170	24	it	it	PRON
cana-4625	170	25	then	then	ADV
cana-4625	170	26	makes	make	VERB
cana-4625	170	27	use	use	NOUN
cana-4625	170	28	of	of	ADP
cana-4625	170	29	that	that	DET
cana-4625	170	30	data	datum	NOUN
cana-4625	170	31	to	to	PART
cana-4625	170	32	learn	learn	VERB
cana-4625	170	33	how	how	SCONJ
cana-4625	170	34	to	to	PART
cana-4625	170	35	produce	produce	VERB
cana-4625	170	36	the	the	DET
cana-4625	170	37	appropriate	appropriate	ADJ
cana-4625	170	38	output	output	NOUN
cana-4625	170	39	for	for	ADP
cana-4625	170	40	fresh	fresh	ADJ
cana-4625	170	41	data	datum	NOUN
cana-4625	170	42	.	.	PUNCT
cana-4625	171	1	for	for	ADP
cana-4625	171	2	instance	instance	NOUN
cana-4625	171	3	,	,	PUNCT
cana-4625	171	4	a	a	DET
cana-4625	171	5	supervised	supervised	ADJ
cana-4625	171	6	learning	learning	NOUN
cana-4625	171	7	algorithm	algorithm	NOUN
cana-4625	171	8	may	may	AUX
cana-4625	171	9	be	be	AUX
cana-4625	171	10	taught	teach	VERB
cana-4625	171	11	to	to	PART
cana-4625	171	12	differentiate	differentiate	VERB
cana-4625	171	13	between	between	ADP
cana-4625	171	14	cats	cat	NOUN
cana-4625	171	15	communications	communication	NOUN
cana-4625	171	16	on	on	ADP
cana-4625	171	17	applied	apply	VERB
cana-4625	171	18	nonlinear	nonlinear	ADJ
cana-4625	171	19	analysis	analysis	NOUN
cana-4625	171	20	issn	issn	NOUN
cana-4625	171	21	:	:	PUNCT
cana-4625	171	22	1074	1074	NUM
cana-4625	171	23	-	-	PUNCT
cana-4625	171	24	133x	133x	NUM
cana-4625	171	25	vol	vol	NOUN
cana-4625	171	26	32	32	NUM
cana-4625	171	27	no	no	NOUN
cana-4625	171	28	.	.	PUNCT
cana-4625	172	1	9s	9s	NUM
cana-4625	172	2	(	(	PUNCT
cana-4625	172	3	2025	2025	NUM
cana-4625	172	4	)	)	PUNCT
cana-4625	172	5	3099	3099	NUM
cana-4625	172	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-4625	172	7	and	and	CCONJ
cana-4625	172	8	dogs	dog	NOUN
cana-4625	172	9	by	by	ADP
cana-4625	172	10	being	be	AUX
cana-4625	172	11	given	give	VERB
cana-4625	172	12	a	a	DET
cana-4625	172	13	large	large	ADJ
cana-4625	172	14	number	number	NOUN
cana-4625	172	15	of	of	ADP
cana-4625	172	16	photos	photo	NOUN
cana-4625	172	17	of	of	ADP
cana-4625	172	18	cats	cat	NOUN
cana-4625	172	19	and	and	CCONJ
cana-4625	172	20	dogs	dog	NOUN
cana-4625	172	21	together	together	ADV
cana-4625	172	22	with	with	ADP
cana-4625	172	23	the	the	DET
cana-4625	172	24	labels	label	NOUN
cana-4625	172	25	that	that	PRON
cana-4625	172	26	correlate	correlate	VERB
cana-4625	172	27	to	to	ADP
cana-4625	172	28	them	they	PRON
cana-4625	172	29	.	.	PUNCT
cana-4625	173	1	there	there	PRON
cana-4625	173	2	is	be	VERB
cana-4625	173	3	a	a	DET
cana-4625	173	4	possibility	possibility	NOUN
cana-4625	173	5	that	that	SCONJ
cana-4625	173	6	the	the	DET
cana-4625	173	7	algorithm	algorithm	NOUN
cana-4625	173	8	,	,	PUNCT
cana-4625	173	9	once	once	SCONJ
cana-4625	173	10	it	it	PRON
cana-4625	173	11	has	have	AUX
cana-4625	173	12	been	be	AUX
cana-4625	173	13	taught	teach	VERB
cana-4625	173	14	,	,	PUNCT
cana-4625	173	15	may	may	AUX
cana-4625	173	16	be	be	AUX
cana-4625	173	17	presented	present	VERB
cana-4625	173	18	with	with	ADP
cana-4625	173	19	a	a	DET
cana-4625	173	20	new	new	ADJ
cana-4625	173	21	image	image	NOUN
cana-4625	173	22	and	and	CCONJ
cana-4625	173	23	accurately	accurately	ADV
cana-4625	173	24	classify	classify	VERB
cana-4625	173	25	it	it	PRON
cana-4625	173	26	as	as	ADP
cana-4625	173	27	either	either	CCONJ
cana-4625	173	28	a	a	DET
cana-4625	173	29	dog	dog	NOUN
cana-4625	173	30	or	or	CCONJ
cana-4625	173	31	a	a	DET
cana-4625	173	32	cat	cat	NOUN
cana-4625	173	33	.	.	PUNCT
cana-4625	174	1	among	among	ADP
cana-4625	174	2	the	the	DET
cana-4625	174	3	several	several	ADJ
cana-4625	174	4	forms	form	NOUN
cana-4625	174	5	of	of	ADP
cana-4625	174	6	machine	machine	NOUN
cana-4625	174	7	learning	learning	NOUN
cana-4625	174	8	algorithms	algorithm	NOUN
cana-4625	174	9	,	,	PUNCT
cana-4625	174	10	unsupervised	unsupervised	ADJ
cana-4625	174	11	learning	learning	NOUN
cana-4625	174	12	,	,	PUNCT
cana-4625	174	13	reinforcement	reinforcement	NOUN
cana-4625	174	14	learning	learning	NOUN
cana-4625	174	15	,	,	PUNCT
cana-4625	174	16	and	and	CCONJ
cana-4625	174	17	deep	deep	ADJ
cana-4625	174	18	learning	learning	NOUN
cana-4625	174	19	are	be	AUX
cana-4625	174	20	also	also	ADV
cana-4625	174	21	included	include	VERB
cana-4625	174	22	.	.	PUNCT
cana-4625	175	1	learning	learn	VERB
cana-4625	175	2	algorithms	algorithm	NOUN
cana-4625	175	3	that	that	PRON
cana-4625	175	4	are	be	AUX
cana-4625	175	5	unsupervised	unsupervised	ADJ
cana-4625	175	6	are	be	AUX
cana-4625	175	7	just	just	ADV
cana-4625	175	8	provided	provide	VERB
cana-4625	175	9	with	with	ADP
cana-4625	175	10	input	input	NOUN
cana-4625	175	11	data	datum	NOUN
cana-4625	175	12	,	,	PUNCT
cana-4625	175	13	and	and	CCONJ
cana-4625	175	14	they	they	PRON
cana-4625	175	15	are	be	AUX
cana-4625	175	16	tasked	task	VERB
cana-4625	175	17	with	with	ADP
cana-4625	175	18	discovering	discover	VERB
cana-4625	175	19	patterns	pattern	NOUN
cana-4625	175	20	and	and	CCONJ
cana-4625	175	21	correlations	correlation	NOUN
cana-4625	175	22	within	within	ADP
cana-4625	175	23	the	the	DET
cana-4625	175	24	data	datum	NOUN
cana-4625	175	25	.	.	PUNCT
cana-4625	176	1	algorithms	algorithm	NOUN
cana-4625	176	2	that	that	PRON
cana-4625	176	3	use	use	VERB
cana-4625	176	4	reinforcement	reinforcement	NOUN
cana-4625	176	5	learning	learning	NOUN
cana-4625	176	6	acquire	acquire	VERB
cana-4625	176	7	knowledge	knowledge	NOUN
cana-4625	176	8	through	through	ADP
cana-4625	176	9	the	the	DET
cana-4625	176	10	process	process	NOUN
cana-4625	176	11	of	of	ADP
cana-4625	176	12	trial	trial	NOUN
cana-4625	176	13	and	and	CCONJ
cana-4625	176	14	error	error	NOUN
cana-4625	176	15	,	,	PUNCT
cana-4625	176	16	consistently	consistently	ADV
cana-4625	176	17	modifying	modify	VERB
cana-4625	176	18	their	their	PRON
cana-4625	176	19	behavior	behavior	NOUN
cana-4625	176	20	in	in	ADP
cana-4625	176	21	response	response	NOUN
cana-4625	176	22	to	to	ADP
cana-4625	176	23	feedback	feedback	VERB
cana-4625	176	24	from	from	ADP
cana-4625	176	25	the	the	DET
cana-4625	176	26	surrounding	surround	VERB
cana-4625	176	27	environment	environment	NOUN
cana-4625	176	28	.	.	PUNCT
cana-4625	177	1	dl	dl	PROPN
cana-4625	177	2	algorithms	algorithms	PROPN
cana-4625	177	3	are	be	AUX
cana-4625	177	4	a	a	DET
cana-4625	177	5	subcategory	subcategory	NOUN
cana-4625	177	6	of	of	ADP
cana-4625	177	7	ml	ml	ADP
cana-4625	177	8	algorithms	algorithm	NOUN
cana-4625	177	9	that	that	PRON
cana-4625	177	10	process	process	NOUN
cana-4625	177	11	data	datum	NOUN
cana-4625	177	12	through	through	ADP
cana-4625	177	13	the	the	DET
cana-4625	177	14	utilization	utilization	NOUN
cana-4625	177	15	of	of	ADP
cana-4625	177	16	artificial	artificial	ADJ
cana-4625	177	17	neural	neural	ADJ
cana-4625	177	18	networks	network	NOUN
cana-4625	177	19	(	(	PUNCT
cana-4625	177	20	ann)[50	ann)[50	NOUN
cana-4625	177	21	]	]	PUNCT
cana-4625	177	22	.	.	PUNCT
cana-4625	178	1	over	over	ADP
cana-4625	178	2	the	the	DET
cana-4625	178	3	past	past	ADJ
cana-4625	178	4	few	few	ADJ
cana-4625	178	5	years	year	NOUN
cana-4625	178	6	,	,	PUNCT
cana-4625	178	7	machine	machine	NOUN
cana-4625	178	8	learning	learning	NOUN
cana-4625	178	9	has	have	AUX
cana-4625	178	10	gained	gain	VERB
cana-4625	178	11	significantly	significantly	ADV
cana-4625	178	12	in	in	ADP
cana-4625	178	13	popularity	popularity	NOUN
cana-4625	178	14	,	,	PUNCT
cana-4625	178	15	and	and	CCONJ
cana-4625	178	16	its	its	PRON
cana-4625	178	17	applications	application	NOUN
cana-4625	178	18	can	can	AUX
cana-4625	178	19	be	be	AUX
cana-4625	178	20	found	find	VERB
cana-4625	178	21	in	in	ADP
cana-4625	178	22	a	a	DET
cana-4625	178	23	wide	wide	ADJ
cana-4625	178	24	variety	variety	NOUN
cana-4625	178	25	of	of	ADP
cana-4625	178	26	industries	industry	NOUN
cana-4625	178	27	.	.	PUNCT
cana-4625	179	1	the	the	DET
cana-4625	179	2	development	development	NOUN
cana-4625	179	3	of	of	ADP
cana-4625	179	4	virtual	virtual	ADJ
cana-4625	179	5	assistants	assistant	NOUN
cana-4625	179	6	is	be	AUX
cana-4625	179	7	another	another	DET
cana-4625	179	8	application	application	NOUN
cana-4625	179	9	of	of	ADP
cana-4625	179	10	machine	machine	NOUN
cana-4625	179	11	learning	learning	NOUN
cana-4625	179	12	.	.	PUNCT
cana-4625	180	1	when	when	SCONJ
cana-4625	180	2	it	it	PRON
cana-4625	180	3	comes	come	VERB
cana-4625	180	4	to	to	ADP
cana-4625	180	5	machine	machine	NOUN
cana-4625	180	6	learning	learning	NOUN
cana-4625	180	7	,	,	PUNCT
cana-4625	180	8	the	the	DET
cana-4625	180	9	possibilities	possibility	NOUN
cana-4625	180	10	are	be	AUX
cana-4625	180	11	virtually	virtually	ADV
cana-4625	180	12	limitless	limitless	ADJ
cana-4625	180	13	,	,	PUNCT
cana-4625	180	14	and	and	CCONJ
cana-4625	180	15	it	it	PRON
cana-4625	180	16	is	be	AUX
cana-4625	180	17	highly	highly	ADV
cana-4625	180	18	probable	probable	ADJ
cana-4625	180	19	that	that	SCONJ
cana-4625	180	20	it	it	PRON
cana-4625	180	21	will	will	AUX
cana-4625	180	22	continue	continue	VERB
cana-4625	180	23	becoming	become	VERB
cana-4625	180	24	more	more	ADV
cana-4625	180	25	widespread	widespread	ADJ
cana-4625	180	26	in	in	ADP
cana-4625	180	27	years	year	NOUN
cana-4625	180	28	to	to	PART
cana-4625	180	29	come	come	VERB
cana-4625	180	30	.	.	PUNCT
cana-4625	181	1	as	as	ADV
cana-4625	181	2	long	long	ADV
cana-4625	181	3	as	as	SCONJ
cana-4625	181	4	the	the	DET
cana-4625	181	5	appropriate	appropriate	ADJ
cana-4625	181	6	data	datum	NOUN
cana-4625	181	7	and	and	CCONJ
cana-4625	181	8	techniques	technique	NOUN
cana-4625	181	9	are	be	AUX
cana-4625	181	10	used	use	VERB
cana-4625	181	11	,	,	PUNCT
cana-4625	181	12	it	it	PRON
cana-4625	181	13	is	be	AUX
cana-4625	181	14	now	now	ADV
cana-4625	181	15	possible	possible	ADJ
cana-4625	181	16	to	to	PART
cana-4625	181	17	teach	teach	VERB
cana-4625	181	18	machines	machine	NOUN
cana-4625	181	19	to	to	PART
cana-4625	181	20	perform	perform	VERB
cana-4625	181	21	virtually	virtually	ADV
cana-4625	181	22	any	any	DET
cana-4625	181	23	task	task	NOUN
cana-4625	181	24	[	[	X
cana-4625	181	25	1	1	NUM
cana-4625	181	26	]	]	PUNCT
cana-4625	181	27	.	.	PUNCT
cana-4625	182	1	figure	figure	VERB
cana-4625	182	2	1types	1types	NUM
cana-4625	182	3	of	of	ADP
cana-4625	182	4	machine	machine	NOUN
cana-4625	182	5	learning	learn	VERB
cana-4625	182	6	decision	decision	NOUN
cana-4625	182	7	tree	tree	NOUN
cana-4625	182	8	decision	decision	NOUN
cana-4625	182	9	trees	tree	NOUN
cana-4625	182	10	have	have	AUX
cana-4625	182	11	been	be	AUX
cana-4625	182	12	an	an	DET
cana-4625	182	13	essential	essential	ADJ
cana-4625	182	14	component	component	NOUN
cana-4625	182	15	of	of	ADP
cana-4625	182	16	machine	machine	NOUN
cana-4625	182	17	learning	learn	VERB
cana-4625	182	18	for	for	ADP
cana-4625	182	19	a	a	DET
cana-4625	182	20	considerable	considerable	ADJ
cana-4625	182	21	amount	amount	NOUN
cana-4625	182	22	of	of	ADP
cana-4625	182	23	time	time	NOUN
cana-4625	182	24	.	.	PUNCT
cana-4625	183	1	they	they	PRON
cana-4625	183	2	provide	provide	VERB
cana-4625	183	3	a	a	DET
cana-4625	183	4	basic	basic	ADJ
cana-4625	183	5	in	in	ADP
cana-4625	183	6	addition	addition	NOUN
cana-4625	183	7	to	to	ADP
cana-4625	183	8	highly	highly	ADV
cana-4625	183	9	effective	effective	ADJ
cana-4625	183	10	solution	solution	NOUN
cana-4625	183	11	for	for	ADP
cana-4625	183	12	classification	classification	NOUN
cana-4625	183	13	and	and	CCONJ
cana-4625	183	14	regression	regression	NOUN
cana-4625	183	15	applications	application	NOUN
cana-4625	183	16	.	.	PUNCT
cana-4625	184	1	the	the	DET
cana-4625	184	2	intuitive	intuitive	ADJ
cana-4625	184	3	structure	structure	NOUN
cana-4625	184	4	and	and	CCONJ
cana-4625	184	5	interpretability	interpretability	NOUN
cana-4625	184	6	of	of	ADP
cana-4625	184	7	these	these	DET
cana-4625	184	8	models	model	NOUN
cana-4625	184	9	make	make	VERB
cana-4625	184	10	them	they	PRON
cana-4625	184	11	a	a	DET
cana-4625	184	12	popular	popular	ADJ
cana-4625	184	13	choice	choice	NOUN
cana-4625	184	14	among	among	ADP
cana-4625	184	15	practitioners	practitioner	NOUN
cana-4625	184	16	,	,	PUNCT
cana-4625	184	17	particularly	particularly	ADV
cana-4625	184	18	those	those	PRON
cana-4625	184	19	working	work	VERB
cana-4625	184	20	in	in	ADP
cana-4625	184	21	industries	industry	NOUN
cana-4625	184	22	such	such	ADJ
cana-4625	184	23	as	as	ADP
cana-4625	184	24	finance	finance	NOUN
cana-4625	184	25	,	,	PUNCT
cana-4625	184	26	healthcare	healthcare	PROPN
cana-4625	184	27	,	,	PUNCT
cana-4625	184	28	and	and	CCONJ
cana-4625	184	29	marketing	marketing	NOUN
cana-4625	184	30	,	,	PUNCT
cana-4625	184	31	where	where	SCONJ
cana-4625	184	32	it	it	PRON
cana-4625	184	33	is	be	AUX
cana-4625	184	34	equally	equally	ADV
cana-4625	184	35	crucial	crucial	ADJ
cana-4625	184	36	to	to	PART
cana-4625	184	37	comprehend	comprehend	VERB
cana-4625	184	38	the	the	DET
cana-4625	184	39	decisions	decision	NOUN
cana-4625	184	40	made	make	VERB
cana-4625	184	41	by	by	ADP
cana-4625	184	42	models	model	NOUN
cana-4625	184	43	as	as	SCONJ
cana-4625	184	44	it	it	PRON
cana-4625	184	45	is	be	AUX
cana-4625	184	46	to	to	PART
cana-4625	184	47	produce	produce	VERB
cana-4625	184	48	accurate	accurate	ADJ
cana-4625	184	49	predictions	prediction	NOUN
cana-4625	184	50	[	[	X
cana-4625	184	51	3	3	NUM
cana-4625	184	52	]	]	PUNCT
cana-4625	184	53	.	.	PUNCT
cana-4625	185	1	a	a	DET
cana-4625	185	2	decision	decision	NOUN
cana-4625	185	3	tree	tree	NOUN
cana-4625	185	4	is	be	AUX
cana-4625	185	5	similar	similar	ADJ
cana-4625	185	6	to	to	ADP
cana-4625	185	7	a	a	DET
cana-4625	185	8	flowchart	flowchart	NOUN
cana-4625	185	9	in	in	SCONJ
cana-4625	185	10	that	that	SCONJ
cana-4625	185	11	it	it	PRON
cana-4625	185	12	is	be	AUX
cana-4625	185	13	composed	compose	VERB
cana-4625	185	14	of	of	ADP
cana-4625	185	15	nodes	node	NOUN
cana-4625	185	16	that	that	PRON
cana-4625	185	17	represent	represent	VERB
cana-4625	185	18	decisions	decision	NOUN
cana-4625	185	19	based	base	VERB
cana-4625	185	20	on	on	ADP
cana-4625	185	21	feature	feature	NOUN
cana-4625	185	22	values	value	NOUN
cana-4625	185	23	,	,	PUNCT
cana-4625	185	24	branches	branch	NOUN
cana-4625	185	25	that	that	PRON
cana-4625	185	26	indicate	indicate	VERB
cana-4625	185	27	the	the	DET
cana-4625	185	28	outcomes	outcome	NOUN
cana-4625	185	29	of	of	ADP
cana-4625	185	30	those	those	DET
cana-4625	185	31	decisions	decision	NOUN
cana-4625	185	32	,	,	PUNCT
cana-4625	185	33	and	and	CCONJ
cana-4625	185	34	leaves	leave	NOUN
cana-4625	185	35	that	that	PRON
cana-4625	185	36	represent	represent	VERB
cana-4625	185	37	the	the	DET
cana-4625	185	38	final	final	ADJ
cana-4625	185	39	predictions	prediction	NOUN
cana-4625	185	40	.	.	PUNCT
cana-4625	186	1	the	the	DET
cana-4625	186	2	fact	fact	NOUN
cana-4625	186	3	that	that	SCONJ
cana-4625	186	4	this	this	DET
cana-4625	186	5	hierarchical	hierarchical	ADJ
cana-4625	186	6	structure	structure	NOUN
cana-4625	186	7	is	be	AUX
cana-4625	186	8	capable	capable	ADJ
cana-4625	186	9	of	of	ADP
cana-4625	186	10	handling	handle	VERB
cana-4625	186	11	both	both	CCONJ
cana-4625	186	12	numerical	numerical	ADJ
cana-4625	186	13	communications	communication	NOUN
cana-4625	186	14	on	on	ADP
cana-4625	186	15	applied	apply	VERB
cana-4625	186	16	nonlinear	nonlinear	ADJ
cana-4625	186	17	analysis	analysis	NOUN
cana-4625	186	18	issn	issn	NOUN
cana-4625	186	19	:	:	PUNCT
cana-4625	186	20	1074	1074	NUM
cana-4625	186	21	-	-	PUNCT
cana-4625	186	22	133x	133x	NUM
cana-4625	186	23	vol	vol	NOUN
cana-4625	186	24	32	32	NUM
cana-4625	186	25	no	no	NOUN
cana-4625	186	26	.	.	PUNCT
cana-4625	187	1	9s	9s	NUM
cana-4625	187	2	(	(	PUNCT
cana-4625	187	3	2025	2025	NUM
cana-4625	187	4	)	)	PUNCT
cana-4625	187	5	3100	3100	NUM
cana-4625	187	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-4625	187	7	and	and	CCONJ
cana-4625	187	8	categorical	categorical	ADJ
cana-4625	187	9	data	datum	NOUN
cana-4625	187	10	contributes	contribute	VERB
cana-4625	187	11	to	to	ADP
cana-4625	187	12	the	the	DET
cana-4625	187	13	versatility	versatility	NOUN
cana-4625	187	14	of	of	ADP
cana-4625	187	15	the	the	DET
cana-4625	187	16	system	system	NOUN
cana-4625	187	17	.	.	PUNCT
cana-4625	188	1	it	it	PRON
cana-4625	188	2	also	also	ADV
cana-4625	188	3	makes	make	VERB
cana-4625	188	4	it	it	PRON
cana-4625	188	5	possible	possible	ADJ
cana-4625	188	6	to	to	PART
cana-4625	188	7	make	make	VERB
cana-4625	188	8	decisions	decision	NOUN
cana-4625	188	9	that	that	PRON
cana-4625	188	10	are	be	AUX
cana-4625	188	11	straightforward	straightforward	ADJ
cana-4625	188	12	and	and	CCONJ
cana-4625	188	13	logical	logical	ADJ
cana-4625	188	14	[	[	X
cana-4625	188	15	8	8	NUM
cana-4625	188	16	]	]	PUNCT
cana-4625	188	17	.	.	PUNCT
cana-4625	189	1	the	the	DET
cana-4625	189	2	first	first	ADJ
cana-4625	189	3	step	step	NOUN
cana-4625	189	4	in	in	ADP
cana-4625	189	5	the	the	DET
cana-4625	189	6	procedure	procedure	NOUN
cana-4625	189	7	involves	involve	VERB
cana-4625	189	8	picking	pick	VERB
cana-4625	189	9	characteristics	characteristic	NOUN
cana-4625	189	10	that	that	PRON
cana-4625	189	11	are	be	AUX
cana-4625	189	12	the	the	DET
cana-4625	189	13	most	most	ADV
cana-4625	189	14	effective	effective	ADJ
cana-4625	189	15	in	in	ADP
cana-4625	189	16	partitioning	partition	VERB
cana-4625	189	17	the	the	DET
cana-4625	189	18	dataset	dataset	NOUN
cana-4625	189	19	according	accord	VERB
cana-4625	189	20	to	to	ADP
cana-4625	189	21	a	a	DET
cana-4625	189	22	particular	particular	ADJ
cana-4625	189	23	criterion	criterion	NOUN
cana-4625	189	24	,	,	PUNCT
cana-4625	189	25	such	such	ADJ
cana-4625	189	26	as	as	ADP
cana-4625	189	27	gini	gini	PROPN
cana-4625	189	28	impurity	impurity	NOUN
cana-4625	189	29	or	or	CCONJ
cana-4625	189	30	information	information	NOUN
cana-4625	189	31	gain	gain	NOUN
cana-4625	189	32	.	.	PUNCT
cana-4625	190	1	until	until	SCONJ
cana-4625	190	2	a	a	DET
cana-4625	190	3	stopping	stopping	NOUN
cana-4625	190	4	requirement	requirement	NOUN
cana-4625	190	5	is	be	AUX
cana-4625	190	6	reached	reach	VERB
cana-4625	190	7	,	,	PUNCT
cana-4625	190	8	such	such	ADJ
cana-4625	190	9	as	as	ADP
cana-4625	190	10	maximum	maximum	ADJ
cana-4625	190	11	depth	depth	NOUN
cana-4625	190	12	,	,	PUNCT
cana-4625	190	13	or	or	CCONJ
cana-4625	190	14	no	no	DET
cana-4625	190	15	further	further	ADJ
cana-4625	190	16	gain	gain	NOUN
cana-4625	190	17	from	from	ADP
cana-4625	190	18	splitting	splitting	NOUN
cana-4625	190	19	,	,	PUNCT
cana-4625	190	20	the	the	DET
cana-4625	190	21	tree	tree	NOUN
cana-4625	190	22	develops	develop	VERB
cana-4625	190	23	by	by	ADP
cana-4625	190	24	recursively	recursively	ADV
cana-4625	190	25	splitting	split	VERB
cana-4625	190	26	the	the	DET
cana-4625	190	27	dataset	dataset	NOUN
cana-4625	190	28	.	.	PUNCT
cana-4625	191	1	this	this	PRON
cana-4625	191	2	continues	continue	VERB
cana-4625	191	3	until	until	SCONJ
cana-4625	191	4	the	the	DET
cana-4625	191	5	tree	tree	NOUN
cana-4625	191	6	reaches	reach	VERB
cana-4625	191	7	the	the	DET
cana-4625	191	8	stopping	stopping	NOUN
cana-4625	191	9	criterion	criterion	NOUN
cana-4625	191	10	.	.	PUNCT
cana-4625	192	1	due	due	ADP
cana-4625	192	2	to	to	ADP
cana-4625	192	3	the	the	DET
cana-4625	192	4	fact	fact	NOUN
cana-4625	192	5	that	that	SCONJ
cana-4625	192	6	this	this	DET
cana-4625	192	7	procedure	procedure	NOUN
cana-4625	192	8	is	be	AUX
cana-4625	192	9	carried	carry	VERB
cana-4625	192	10	out	out	ADP
cana-4625	192	11	,	,	PUNCT
cana-4625	192	12	decision	decision	NOUN
cana-4625	192	13	trees	tree	NOUN
cana-4625	192	14	are	be	AUX
cana-4625	192	15	exceptionally	exceptionally	ADV
cana-4625	192	16	versatile	versatile	ADJ
cana-4625	192	17	,	,	PUNCT
cana-4625	192	18	which	which	PRON
cana-4625	192	19	enables	enable	VERB
cana-4625	192	20	them	they	PRON
cana-4625	192	21	to	to	PART
cana-4625	192	22	capture	capture	VERB
cana-4625	192	23	intricate	intricate	ADJ
cana-4625	192	24	relationships	relationship	NOUN
cana-4625	192	25	within	within	ADP
cana-4625	192	26	the	the	DET
cana-4625	192	27	data[9	data[9	NOUN
cana-4625	192	28	]	]	PUNCT
cana-4625	192	29	.	.	PUNCT
cana-4625	193	1	there	there	PRON
cana-4625	193	2	are	be	VERB
cana-4625	193	3	a	a	DET
cana-4625	193	4	few	few	ADJ
cana-4625	193	5	advantages	advantage	NOUN
cana-4625	193	6	listed	list	VERB
cana-4625	193	7	below	below	ADV
cana-4625	193	8	.	.	PUNCT
cana-4625	194	1	•	•	NUM
cana-4625	194	2	one	one	NUM
cana-4625	194	3	of	of	ADP
cana-4625	194	4	the	the	DET
cana-4625	194	5	most	most	ADV
cana-4625	194	6	notable	notable	ADJ
cana-4625	194	7	benefits	benefit	NOUN
cana-4625	194	8	of	of	ADP
cana-4625	194	9	decision	decision	NOUN
cana-4625	194	10	trees	tree	NOUN
cana-4625	194	11	is	be	AUX
cana-4625	194	12	their	their	PRON
cana-4625	194	13	transparency	transparency	NOUN
cana-4625	194	14	,	,	PUNCT
cana-4625	194	15	which	which	PRON
cana-4625	194	16	also	also	ADV
cana-4625	194	17	contributes	contribute	VERB
cana-4625	194	18	to	to	ADP
cana-4625	194	19	their	their	PRON
cana-4625	194	20	interpretability	interpretability	NOUN
cana-4625	194	21	.	.	PUNCT
cana-4625	195	1	in	in	ADP
cana-4625	195	2	order	order	NOUN
cana-4625	195	3	to	to	PART
cana-4625	195	4	comprehend	comprehend	VERB
cana-4625	195	5	the	the	DET
cana-4625	195	6	decisions	decision	NOUN
cana-4625	195	7	made	make	VERB
cana-4625	195	8	by	by	ADP
cana-4625	195	9	the	the	DET
cana-4625	195	10	model	model	NOUN
cana-4625	195	11	,	,	PUNCT
cana-4625	195	12	users	user	NOUN
cana-4625	195	13	are	be	AUX
cana-4625	195	14	able	able	ADJ
cana-4625	195	15	to	to	PART
cana-4625	195	16	visually	visually	ADV
cana-4625	195	17	trace	trace	VERB
cana-4625	195	18	the	the	DET
cana-4625	195	19	process	process	NOUN
cana-4625	195	20	from	from	ADP
cana-4625	195	21	root	root	NOUN
cana-4625	195	22	to	to	ADP
cana-4625	195	23	leaf	leaf	VERB
cana-4625	195	24	.	.	PUNCT
cana-4625	196	1	for	for	ADP
cana-4625	196	2	businesses	business	NOUN
cana-4625	196	3	that	that	PRON
cana-4625	196	4	require	require	VERB
cana-4625	196	5	explain	explain	VERB
cana-4625	196	6	ability	ability	NOUN
cana-4625	196	7	,	,	PUNCT
cana-4625	196	8	this	this	PRON
cana-4625	196	9	is	be	AUX
cana-4625	196	10	of	of	ADP
cana-4625	196	11	the	the	DET
cana-4625	196	12	utmost	utmost	ADJ
cana-4625	196	13	importance	importance	NOUN
cana-4625	196	14	.	.	PUNCT
cana-4625	197	1	•	•	NUM
cana-4625	197	2	decision	decision	NOUN
cana-4625	197	3	trees	tree	NOUN
cana-4625	197	4	do	do	AUX
cana-4625	197	5	not	not	PART
cana-4625	197	6	require	require	VERB
cana-4625	197	7	the	the	DET
cana-4625	197	8	variables	variable	NOUN
cana-4625	197	9	to	to	PART
cana-4625	197	10	be	be	AUX
cana-4625	197	11	scaled	scale	VERB
cana-4625	197	12	or	or	CCONJ
cana-4625	197	13	transformed	transform	VERB
cana-4625	197	14	,	,	PUNCT
cana-4625	197	15	which	which	PRON
cana-4625	197	16	makes	make	VERB
cana-4625	197	17	them	they	PRON
cana-4625	197	18	easier	easy	ADJ
cana-4625	197	19	to	to	PART
cana-4625	197	20	construct	construct	VERB
cana-4625	197	21	in	in	ADP
cana-4625	197	22	comparison	comparison	NOUN
cana-4625	197	23	to	to	ADP
cana-4625	197	24	other	other	ADJ
cana-4625	197	25	algorithms	algorithm	NOUN
cana-4625	197	26	.	.	PUNCT
cana-4625	198	1	another	another	DET
cana-4625	198	2	advantage	advantage	NOUN
cana-4625	198	3	of	of	ADP
cana-4625	198	4	dt	dt	NOUN
cana-4625	198	5	-	-	PUNCT
cana-4625	198	6	decision	decision	NOUN
cana-4625	198	7	trees	tree	NOUN
cana-4625	198	8	is	be	AUX
cana-4625	198	9	that	that	SCONJ
cana-4625	198	10	they	they	PRON
cana-4625	198	11	do	do	AUX
cana-4625	198	12	not	not	PART
cana-4625	198	13	require	require	VERB
cana-4625	198	14	data	datum	NOUN
cana-4625	198	15	preprocessing	preprocessing	NOUN
cana-4625	198	16	.	.	PUNCT
cana-4625	199	1	•	•	NUM
cana-4625	199	2	handling	handle	VERB
cana-4625	199	3	missing	miss	VERB
cana-4625	199	4	values	value	NOUN
cana-4625	199	5	:	:	PUNCT
cana-4625	199	6	they	they	PRON
cana-4625	199	7	are	be	AUX
cana-4625	199	8	able	able	ADJ
cana-4625	199	9	to	to	PART
cana-4625	199	10	manage	manage	VERB
cana-4625	199	11	datasets	dataset	NOUN
cana-4625	199	12	that	that	PRON
cana-4625	199	13	contain	contain	VERB
cana-4625	199	14	missing	missing	ADJ
cana-4625	199	15	values	value	NOUN
cana-4625	199	16	in	in	ADP
cana-4625	199	17	an	an	DET
cana-4625	199	18	elegant	elegant	ADJ
cana-4625	199	19	manner	manner	NOUN
cana-4625	199	20	,	,	PUNCT
cana-4625	199	21	either	either	CCONJ
cana-4625	199	22	by	by	ADP
cana-4625	199	23	including	include	VERB
cana-4625	199	24	them	they	PRON
cana-4625	199	25	as	as	ADP
cana-4625	199	26	a	a	DET
cana-4625	199	27	decision	decision	NOUN
cana-4625	199	28	point	point	NOUN
cana-4625	199	29	or	or	CCONJ
cana-4625	199	30	by	by	ADP
cana-4625	199	31	employing	employ	VERB
cana-4625	199	32	surrogate	surrogate	ADJ
cana-4625	199	33	splits	split	NOUN
cana-4625	199	34	.	.	PUNCT
cana-4625	200	1	•	•	NUM
cana-4625	200	2	in	in	ADP
cana-4625	200	3	contrast	contrast	NOUN
cana-4625	200	4	to	to	ADP
cana-4625	200	5	linear	linear	PROPN
cana-4625	200	6	models	model	NOUN
cana-4625	200	7	,	,	PUNCT
cana-4625	200	8	which	which	PRON
cana-4625	200	9	often	often	ADV
cana-4625	200	10	assume	assume	VERB
cana-4625	200	11	linearity	linearity	NOUN
cana-4625	200	12	,	,	PUNCT
cana-4625	200	13	decision	decision	NOUN
cana-4625	200	14	trees	tree	NOUN
cana-4625	200	15	are	be	AUX
cana-4625	200	16	able	able	ADJ
cana-4625	200	17	to	to	PART
cana-4625	200	18	capture	capture	VERB
cana-4625	200	19	non	non	ADJ
cana-4625	200	20	-	-	ADJ
cana-4625	200	21	linear	linear	ADJ
cana-4625	200	22	relationships	relationship	NOUN
cana-4625	200	23	without	without	ADP
cana-4625	200	24	the	the	DET
cana-4625	200	25	need	need	NOUN
cana-4625	200	26	for	for	ADP
cana-4625	200	27	substantial	substantial	ADJ
cana-4625	200	28	transformations	transformation	NOUN
cana-4625	200	29	.	.	PUNCT
cana-4625	201	1	this	this	PRON
cana-4625	201	2	is	be	AUX
cana-4625	201	3	in	in	ADP
cana-4625	201	4	contrast	contrast	NOUN
cana-4625	201	5	to	to	ADP
cana-4625	201	6	linear	linear	PROPN
cana-4625	201	7	models	model	NOUN
cana-4625	201	8	,	,	PUNCT
cana-4625	201	9	which	which	PRON
cana-4625	201	10	assume	assume	VERB
cana-4625	201	11	linearity	linearity	NOUN
cana-4625	201	12	.	.	PUNCT
cana-4625	202	1	in	in	ADP
cana-4625	202	2	spite	spite	NOUN
cana-4625	202	3	of	of	ADP
cana-4625	202	4	their	their	PRON
cana-4625	202	5	many	many	ADJ
cana-4625	202	6	advantages	advantage	NOUN
cana-4625	202	7	,	,	PUNCT
cana-4625	202	8	decision	decision	NOUN
cana-4625	202	9	trees	tree	NOUN
cana-4625	202	10	do	do	AUX
cana-4625	202	11	have	have	VERB
cana-4625	202	12	a	a	DET
cana-4625	202	13	number	number	NOUN
cana-4625	202	14	of	of	ADP
cana-4625	202	15	significant	significant	ADJ
cana-4625	202	16	drawbacks	drawback	NOUN
cana-4625	202	17	:	:	PUNCT
cana-4625	202	18	[	[	X
cana-4625	202	19	1	1	X
cana-4625	202	20	]	]	PUNCT
cana-4625	202	21	overfitting	overfitting	NOUN
cana-4625	202	22	:	:	PUNCT
cana-4625	202	23	the	the	DET
cana-4625	202	24	tendency	tendency	NOUN
cana-4625	202	25	of	of	ADP
cana-4625	202	26	decision	decision	NOUN
cana-4625	202	27	trees	tree	NOUN
cana-4625	202	28	to	to	ADP
cana-4625	202	29	over	over	ADP
cana-4625	202	30	fit	fit	ADJ
cana-4625	202	31	,	,	PUNCT
cana-4625	202	32	particularly	particularly	ADV
cana-4625	202	33	when	when	SCONJ
cana-4625	202	34	they	they	PRON
cana-4625	202	35	are	be	AUX
cana-4625	202	36	extremely	extremely	ADV
cana-4625	202	37	complicated	complicated	ADJ
cana-4625	202	38	,	,	PUNCT
cana-4625	202	39	is	be	AUX
cana-4625	202	40	one	one	NUM
cana-4625	202	41	of	of	ADP
cana-4625	202	42	the	the	DET
cana-4625	202	43	most	most	ADV
cana-4625	202	44	serious	serious	ADJ
cana-4625	202	45	dangers	danger	NOUN
cana-4625	202	46	connected	connect	VERB
cana-4625	202	47	with	with	ADP
cana-4625	202	48	decision	decision	NOUN
cana-4625	202	49	trees	tree	NOUN
cana-4625	202	50	.	.	PUNCT
cana-4625	203	1	they	they	PRON
cana-4625	203	2	are	be	AUX
cana-4625	203	3	able	able	ADJ
cana-4625	203	4	to	to	PART
cana-4625	203	5	pick	pick	VERB
cana-4625	203	6	up	up	ADP
cana-4625	203	7	noise	noise	NOUN
cana-4625	203	8	in	in	ADP
cana-4625	203	9	the	the	DET
cana-4625	203	10	training	training	NOUN
cana-4625	203	11	data	datum	NOUN
cana-4625	203	12	,	,	PUNCT
cana-4625	203	13	which	which	PRON
cana-4625	203	14	results	result	VERB
cana-4625	203	15	in	in	ADP
cana-4625	203	16	poor	poor	ADJ
cana-4625	203	17	generalization	generalization	NOUN
cana-4625	203	18	on	on	ADP
cana-4625	203	19	data	datum	NOUN
cana-4625	203	20	that	that	PRON
cana-4625	203	21	has	have	AUX
cana-4625	203	22	not	not	PART
cana-4625	203	23	been	be	AUX
cana-4625	203	24	seen	see	VERB
cana-4625	203	25	before	before	ADP
cana-4625	203	26	[	[	X
cana-4625	203	27	12	12	NUM
cana-4625	203	28	]	]	PUNCT
cana-4625	203	29	.	.	PUNCT
cana-4625	204	1	[	[	X
cana-4625	204	2	2	2	X
cana-4625	204	3	]	]	PUNCT
cana-4625	204	4	instability	instability	NOUN
cana-4625	204	5	:	:	PUNCT
cana-4625	204	6	even	even	ADV
cana-4625	204	7	minute	minute	VERB
cana-4625	204	8	alterations	alteration	NOUN
cana-4625	204	9	to	to	ADP
cana-4625	204	10	the	the	DET
cana-4625	204	11	data	datum	NOUN
cana-4625	204	12	can	can	AUX
cana-4625	204	13	result	result	VERB
cana-4625	204	14	in	in	ADP
cana-4625	204	15	radically	radically	ADV
cana-4625	204	16	different	different	ADJ
cana-4625	204	17	tree	tree	NOUN
cana-4625	204	18	architectures	architecture	NOUN
cana-4625	204	19	because	because	SCONJ
cana-4625	204	20	of	of	ADP
cana-4625	204	21	the	the	DET
cana-4625	204	22	instability	instability	NOUN
cana-4625	204	23	.	.	PUNCT
cana-4625	205	1	due	due	ADP
cana-4625	205	2	to	to	ADP
cana-4625	205	3	this	this	DET
cana-4625	205	4	sensitivity	sensitivity	NOUN
cana-4625	205	5	,	,	PUNCT
cana-4625	205	6	there	there	PRON
cana-4625	205	7	is	be	VERB
cana-4625	205	8	the	the	DET
cana-4625	205	9	potential	potential	NOUN
cana-4625	205	10	for	for	ADP
cana-4625	205	11	variations	variation	NOUN
cana-4625	205	12	that	that	PRON
cana-4625	205	13	can	can	AUX
cana-4625	205	14	cause	cause	VERB
cana-4625	205	15	problems	problem	NOUN
cana-4625	205	16	in	in	ADP
cana-4625	205	17	practice	practice	NOUN
cana-4625	205	18	.	.	PUNCT
cana-4625	206	1	[	[	X
cana-4625	206	2	3	3	X
cana-4625	206	3	]	]	PUNCT
cana-4625	206	4	in	in	ADP
cana-4625	206	5	datasets	dataset	NOUN
cana-4625	206	6	with	with	ADP
cana-4625	206	7	uneven	uneven	ADJ
cana-4625	206	8	class	class	NOUN
cana-4625	206	9	distributions	distribution	NOUN
cana-4625	206	10	,	,	PUNCT
cana-4625	206	11	decision	decision	NOUN
cana-4625	206	12	trees	tree	NOUN
cana-4625	206	13	may	may	AUX
cana-4625	206	14	exhibit	exhibit	VERB
cana-4625	206	15	bias	bias	NOUN
cana-4625	206	16	towards	towards	ADP
cana-4625	206	17	the	the	DET
cana-4625	206	18	majority	majority	NOUN
cana-4625	206	19	class	class	NOUN
cana-4625	206	20	,	,	PUNCT
cana-4625	206	21	ignoring	ignore	VERB
cana-4625	206	22	the	the	DET
cana-4625	206	23	minority	minority	NOUN
cana-4625	206	24	class	class	NOUN
cana-4625	206	25	.	.	PUNCT
cana-4625	207	1	this	this	DET
cana-4625	207	2	bias	bias	NOUN
cana-4625	207	3	can	can	AUX
cana-4625	207	4	be	be	AUX
cana-4625	207	5	attributed	attribute	VERB
cana-4625	207	6	to	to	ADP
cana-4625	207	7	the	the	DET
cana-4625	207	8	fact	fact	NOUN
cana-4625	207	9	that	that	SCONJ
cana-4625	207	10	decision	decision	NOUN
cana-4625	207	11	trees	tree	NOUN
cana-4625	207	12	are	be	AUX
cana-4625	207	13	biased	bias	VERB
cana-4625	207	14	towards	towards	ADP
cana-4625	207	15	the	the	DET
cana-4625	207	16	dominant	dominant	ADJ
cana-4625	207	17	class	class	NOUN
cana-4625	207	18	.	.	PUNCT
cana-4625	208	1	[	[	X
cana-4625	208	2	4	4	X
cana-4625	208	3	]	]	X
cana-4625	208	4	the	the	DET
cana-4625	208	5	greedy	greedy	ADJ
cana-4625	208	6	approach	approach	NOUN
cana-4625	208	7	has	have	VERB
cana-4625	208	8	some	some	DET
cana-4625	208	9	limitations	limitation	NOUN
cana-4625	208	10	,	,	PUNCT
cana-4625	208	11	such	such	ADJ
cana-4625	208	12	as	as	ADP
cana-4625	208	13	the	the	DET
cana-4625	208	14	fact	fact	NOUN
cana-4625	208	15	that	that	SCONJ
cana-4625	208	16	it	it	PRON
cana-4625	208	17	divides	divide	VERB
cana-4625	208	18	the	the	DET
cana-4625	208	19	dataset	dataset	NOUN
cana-4625	208	20	based	base	VERB
cana-4625	208	21	on	on	ADP
cana-4625	208	22	local	local	ADJ
cana-4625	208	23	optimality	optimality	NOUN
cana-4625	208	24	(	(	PUNCT
cana-4625	208	25	choosing	choose	VERB
cana-4625	208	26	the	the	DET
cana-4625	208	27	best	good	ADJ
cana-4625	208	28	split	split	NOUN
cana-4625	208	29	at	at	ADP
cana-4625	208	30	each	each	DET
cana-4625	208	31	node	node	NOUN
cana-4625	208	32	)	)	PUNCT
cana-4625	208	33	rather	rather	ADV
cana-4625	208	34	than	than	ADP
cana-4625	208	35	global	global	ADJ
cana-4625	208	36	optimality	optimality	NOUN
cana-4625	208	37	,	,	PUNCT
cana-4625	208	38	which	which	PRON
cana-4625	208	39	might	might	AUX
cana-4625	208	40	lead	lead	VERB
cana-4625	208	41	to	to	ADP
cana-4625	208	42	trees	tree	NOUN
cana-4625	208	43	that	that	PRON
cana-4625	208	44	are	be	AUX
cana-4625	208	45	not	not	PART
cana-4625	208	46	optimal	optimal	ADJ
cana-4625	208	47	.	.	PUNCT
cana-4625	209	1	there	there	PRON
cana-4625	209	2	are	be	VERB
cana-4625	209	3	a	a	DET
cana-4625	209	4	number	number	NOUN
cana-4625	209	5	of	of	ADP
cana-4625	209	6	more	more	ADV
cana-4625	209	7	sophisticated	sophisticated	ADJ
cana-4625	209	8	methods	method	NOUN
cana-4625	209	9	that	that	PRON
cana-4625	209	10	have	have	AUX
cana-4625	209	11	been	be	AUX
cana-4625	209	12	created	create	VERB
cana-4625	209	13	in	in	ADP
cana-4625	209	14	order	order	NOUN
cana-4625	209	15	to	to	PART
cana-4625	209	16	solve	solve	VERB
cana-4625	209	17	the	the	DET
cana-4625	209	18	shortcomings	shortcoming	NOUN
cana-4625	209	19	of	of	ADP
cana-4625	209	20	decision	decision	NOUN
cana-4625	209	21	trees	tree	NOUN
cana-4625	209	22	.	.	PUNCT
cana-4625	210	1	the	the	DET
cana-4625	210	2	purpose	purpose	NOUN
cana-4625	210	3	of	of	ADP
cana-4625	210	4	ensemble	ensemble	ADJ
cana-4625	210	5	approaches	approach	NOUN
cana-4625	210	6	,	,	PUNCT
cana-4625	210	7	which	which	PRON
cana-4625	210	8	include	include	VERB
cana-4625	210	9	random	random	ADJ
cana-4625	210	10	forests	forest	NOUN
cana-4625	210	11	and	and	CCONJ
cana-4625	210	12	gradient	gradient	ADJ
cana-4625	210	13	boosted	boost	VERB
cana-4625	210	14	trees	tree	NOUN
cana-4625	210	15	,	,	PUNCT
cana-4625	210	16	is	be	AUX
cana-4625	210	17	to	to	PART
cana-4625	210	18	improve	improve	VERB
cana-4625	210	19	performance	performance	NOUN
cana-4625	210	20	by	by	ADP
cana-4625	210	21	combining	combine	VERB
cana-4625	210	22	numerous	numerous	ADJ
cana-4625	210	23	decision	decision	NOUN
cana-4625	210	24	trees	tree	NOUN
cana-4625	210	25	in	in	ADP
cana-4625	210	26	order	order	NOUN
cana-4625	210	27	to	to	PART
cana-4625	210	28	reduce	reduce	VERB
cana-4625	210	29	the	the	DET
cana-4625	210	30	likelihood	likelihood	NOUN
cana-4625	210	31	of	of	ADP
cana-4625	210	32	overfitting	overfitting	NOUN
cana-4625	210	33	and	and	CCONJ
cana-4625	210	34	instability	instability	NOUN
cana-4625	210	35	.	.	PUNCT
cana-4625	211	1	these	these	DET
cana-4625	211	2	techniques	technique	NOUN
cana-4625	211	3	make	make	VERB
cana-4625	211	4	use	use	NOUN
cana-4625	211	5	of	of	ADP
cana-4625	211	6	the	the	DET
cana-4625	211	7	communications	communication	NOUN
cana-4625	211	8	on	on	ADP
cana-4625	211	9	applied	apply	VERB
cana-4625	211	10	nonlinear	nonlinear	ADJ
cana-4625	211	11	analysis	analysis	NOUN
cana-4625	211	12	issn	issn	NOUN
cana-4625	211	13	:	:	PUNCT
cana-4625	211	14	1074	1074	NUM
cana-4625	211	15	-	-	PUNCT
cana-4625	211	16	133x	133x	NUM
cana-4625	211	17	vol	vol	NOUN
cana-4625	211	18	32	32	NUM
cana-4625	211	19	no	no	NOUN
cana-4625	211	20	.	.	PUNCT
cana-4625	212	1	9s	9s	NUM
cana-4625	212	2	(	(	PUNCT
cana-4625	212	3	2025	2025	NUM
cana-4625	212	4	)	)	PUNCT
cana-4625	212	5	3101	3101	NUM
cana-4625	212	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-4625	212	7	"	"	PUNCT
cana-4625	212	8	wisdom	wisdom	NOUN
cana-4625	212	9	of	of	ADP
cana-4625	212	10	crowds	crowd	NOUN
cana-4625	212	11	,	,	PUNCT
cana-4625	212	12	"	"	PUNCT
cana-4625	212	13	which	which	PRON
cana-4625	212	14	involves	involve	VERB
cana-4625	212	15	combining	combine	VERB
cana-4625	212	16	the	the	DET
cana-4625	212	17	predictions	prediction	NOUN
cana-4625	212	18	of	of	ADP
cana-4625	212	19	a	a	DET
cana-4625	212	20	large	large	ADJ
cana-4625	212	21	number	number	NOUN
cana-4625	212	22	of	of	ADP
cana-4625	212	23	trees	tree	NOUN
cana-4625	212	24	in	in	ADP
cana-4625	212	25	order	order	NOUN
cana-4625	212	26	to	to	PART
cana-4625	212	27	provide	provide	VERB
cana-4625	212	28	results	result	NOUN
cana-4625	212	29	that	that	PRON
cana-4625	212	30	are	be	AUX
cana-4625	212	31	more	more	ADV
cana-4625	212	32	robust	robust	ADJ
cana-4625	212	33	and	and	CCONJ
cana-4625	212	34	dependable	dependable	ADJ
cana-4625	212	35	.	.	PUNCT
cana-4625	213	1	a	a	DET
cana-4625	213	2	decision	decision	NOUN
cana-4625	213	3	point	point	NOUN
cana-4625	213	4	occurs	occur	VERB
cana-4625	213	5	by	by	ADP
cana-4625	213	6	traversing	traverse	VERB
cana-4625	213	7	the	the	DET
cana-4625	213	8	decision	decision	NOUN
cana-4625	213	9	tree	tree	NOUN
cana-4625	213	10	until	until	SCONJ
cana-4625	213	11	it	it	PRON
cana-4625	213	12	is	be	AUX
cana-4625	213	13	reached	reach	VERB
cana-4625	213	14	.	.	PUNCT
cana-4625	214	1	this	this	PRON
cana-4625	214	2	allows	allow	VERB
cana-4625	214	3	the	the	DET
cana-4625	214	4	decision	decision	NOUN
cana-4625	214	5	tree	tree	NOUN
cana-4625	214	6	to	to	PART
cana-4625	214	7	be	be	AUX
cana-4625	214	8	utilized	utilize	VERB
cana-4625	214	9	for	for	ADP
cana-4625	214	10	making	make	VERB
cana-4625	214	11	predictions	prediction	NOUN
cana-4625	214	12	.	.	PUNCT
cana-4625	215	1	when	when	SCONJ
cana-4625	215	2	a	a	DET
cana-4625	215	3	decision	decision	NOUN
cana-4625	215	4	point	point	NOUN
cana-4625	215	5	has	have	AUX
cana-4625	215	6	been	be	AUX
cana-4625	215	7	reached	reach	VERB
cana-4625	215	8	,	,	PUNCT
cana-4625	215	9	algorithm	algorithm	NOUN
cana-4625	215	10	will	will	AUX
cana-4625	215	11	utilize	utilize	VERB
cana-4625	215	12	the	the	DET
cana-4625	215	13	information	information	NOUN
cana-4625	215	14	it	it	PRON
cana-4625	215	15	has	have	AUX
cana-4625	215	16	acquired	acquire	VERB
cana-4625	215	17	to	to	PART
cana-4625	215	18	arrive	arrive	VERB
cana-4625	215	19	at	at	ADP
cana-4625	215	20	a	a	DET
cana-4625	215	21	conclusion	conclusion	NOUN
cana-4625	215	22	regarding	regard	VERB
cana-4625	215	23	the	the	DET
cana-4625	215	24	outcome	outcome	NOUN
cana-4625	215	25	.	.	PUNCT
cana-4625	216	1	examining	examine	VERB
cana-4625	216	2	the	the	DET
cana-4625	216	3	values	value	NOUN
cana-4625	216	4	of	of	ADP
cana-4625	216	5	the	the	DET
cana-4625	216	6	variables	variable	NOUN
cana-4625	216	7	that	that	PRON
cana-4625	216	8	are	be	AUX
cana-4625	216	9	connected	connect	VERB
cana-4625	216	10	to	to	ADP
cana-4625	216	11	the	the	DET
cana-4625	216	12	decision	decision	NOUN
cana-4625	216	13	point	point	NOUN
cana-4625	216	14	is	be	AUX
cana-4625	216	15	the	the	DET
cana-4625	216	16	method	method	NOUN
cana-4625	216	17	that	that	PRON
cana-4625	216	18	is	be	AUX
cana-4625	216	19	utilized	utilize	VERB
cana-4625	216	20	to	to	PART
cana-4625	216	21	do	do	VERB
cana-4625	216	22	this	this	PRON
cana-4625	216	23	.	.	PUNCT
cana-4625	217	1	decision	decision	NOUN
cana-4625	217	2	trees	tree	NOUN
cana-4625	217	3	-	-	PUNCT
cana-4625	217	4	dts	dts	NOUN
cana-4625	217	5	are	be	AUX
cana-4625	217	6	useful	useful	ADJ
cana-4625	217	7	for	for	ADP
cana-4625	217	8	a	a	DET
cana-4625	217	9	wide	wide	ADJ
cana-4625	217	10	range	range	NOUN
cana-4625	217	11	of	of	ADP
cana-4625	217	12	applications	application	NOUN
cana-4625	217	13	,	,	PUNCT
cana-4625	217	14	including	include	VERB
cana-4625	217	15	the	the	DET
cana-4625	217	16	following	following	NOUN
cana-4625	217	17	:	:	PUNCT
cana-4625	217	18	•	•	ADP
cana-4625	217	19	the	the	DET
cana-4625	217	20	classification	classification	NOUN
cana-4625	217	21	of	of	ADP
cana-4625	217	22	data	datum	NOUN
cana-4625	217	23	into	into	ADP
cana-4625	217	24	several	several	ADJ
cana-4625	217	25	categories	category	NOUN
cana-4625	217	26	is	be	AUX
cana-4625	217	27	a	a	DET
cana-4625	217	28	function	function	NOUN
cana-4625	217	29	that	that	PRON
cana-4625	217	30	may	may	AUX
cana-4625	217	31	be	be	AUX
cana-4625	217	32	performed	perform	VERB
cana-4625	217	33	with	with	ADP
cana-4625	217	34	the	the	DET
cana-4625	217	35	help	help	NOUN
cana-4625	217	36	of	of	ADP
cana-4625	217	37	dts	dts	NOUN
cana-4625	217	38	.	.	PUNCT
cana-4625	218	1	this	this	PRON
cana-4625	218	2	is	be	AUX
cana-4625	218	3	accomplished	accomplish	VERB
cana-4625	218	4	by	by	ADP
cana-4625	218	5	first	first	ADJ
cana-4625	218	6	training	train	VERB
cana-4625	218	7	the	the	DET
cana-4625	218	8	dt	dt	NOUN
cana-4625	218	9	with	with	ADP
cana-4625	218	10	the	the	DET
cana-4625	218	11	data	datum	NOUN
cana-4625	218	12	,	,	PUNCT
cana-4625	218	13	and	and	CCONJ
cana-4625	218	14	then	then	ADV
cana-4625	218	15	using	use	VERB
cana-4625	218	16	the	the	DET
cana-4625	218	17	tree	tree	NOUN
cana-4625	218	18	to	to	PART
cana-4625	218	19	classify	classify	VERB
cana-4625	218	20	additional	additional	ADJ
cana-4625	218	21	data	datum	NOUN
cana-4625	218	22	that	that	PRON
cana-4625	218	23	has	have	AUX
cana-4625	218	24	been	be	AUX
cana-4625	218	25	collected	collect	VERB
cana-4625	218	26	.	.	PUNCT
cana-4625	219	1	•	•	NUM
cana-4625	219	2	predicting	predict	VERB
cana-4625	219	3	the	the	DET
cana-4625	219	4	value	value	NOUN
cana-4625	219	5	of	of	ADP
cana-4625	219	6	a	a	DET
cana-4625	219	7	variable	variable	NOUN
cana-4625	219	8	based	base	VERB
cana-4625	219	9	on	on	ADP
cana-4625	219	10	a	a	DET
cana-4625	219	11	set	set	NOUN
cana-4625	219	12	of	of	ADP
cana-4625	219	13	input	input	NOUN
cana-4625	219	14	data	datum	NOUN
cana-4625	219	15	is	be	AUX
cana-4625	219	16	another	another	DET
cana-4625	219	17	application	application	NOUN
cana-4625	219	18	of	of	ADP
cana-4625	219	19	dts	dts	NOUN
cana-4625	219	20	,	,	PUNCT
cana-4625	219	21	which	which	PRON
cana-4625	219	22	can	can	AUX
cana-4625	219	23	be	be	AUX
cana-4625	219	24	utilized	utilize	VERB
cana-4625	219	25	for	for	ADP
cana-4625	219	26	regression	regression	NOUN
cana-4625	219	27	analysis	analysis	NOUN
cana-4625	219	28	.	.	PUNCT
cana-4625	220	1	the	the	DET
cana-4625	220	2	decision	decision	NOUN
cana-4625	220	3	tree	tree	NOUN
cana-4625	220	4	is	be	AUX
cana-4625	220	5	trained	train	VERB
cana-4625	220	6	,	,	PUNCT
cana-4625	220	7	and	and	CCONJ
cana-4625	220	8	then	then	ADV
cana-4625	220	9	it	it	PRON
cana-4625	220	10	is	be	AUX
cana-4625	220	11	used	use	VERB
cana-4625	220	12	to	to	PART
cana-4625	220	13	make	make	VERB
cana-4625	220	14	predictions	prediction	NOUN
cana-4625	220	15	about	about	ADP
cana-4625	220	16	the	the	DET
cana-4625	220	17	value	value	NOUN
cana-4625	220	18	of	of	ADP
cana-4625	220	19	the	the	DET
cana-4625	220	20	variable	variable	NOUN
cana-4625	220	21	.	.	PUNCT
cana-4625	221	1	this	this	PRON
cana-4625	221	2	is	be	AUX
cana-4625	221	3	how	how	SCONJ
cana-4625	221	4	this	this	PRON
cana-4625	221	5	is	be	AUX
cana-4625	221	6	accomplished	accomplish	VERB
cana-4625	221	7	.	.	PUNCT
cana-4625	222	1	•	•	NUM
cana-4625	222	2	the	the	DET
cana-4625	222	3	selection	selection	NOUN
cana-4625	222	4	of	of	ADP
cana-4625	222	5	features	feature	NOUN
cana-4625	222	6	:	:	PUNCT
cana-4625	222	7	decision	decision	NOUN
cana-4625	222	8	trees	tree	NOUN
cana-4625	222	9	can	can	AUX
cana-4625	222	10	be	be	AUX
cana-4625	222	11	utilized	utilize	VERB
cana-4625	222	12	to	to	PART
cana-4625	222	13	determine	determine	VERB
cana-4625	222	14	which	which	PRON
cana-4625	222	15	features	feature	VERB
cana-4625	222	16	in	in	ADP
cana-4625	222	17	a	a	DET
cana-4625	222	18	dataset	dataset	NOUN
cana-4625	222	19	are	be	AUX
cana-4625	222	20	among	among	ADP
cana-4625	222	21	the	the	DET
cana-4625	222	22	most	most	ADV
cana-4625	222	23	significant	significant	ADJ
cana-4625	222	24	.	.	PUNCT
cana-4625	223	1	in	in	ADP
cana-4625	223	2	order	order	NOUN
cana-4625	223	3	to	to	PART
cana-4625	223	4	accomplish	accomplish	VERB
cana-4625	223	5	this	this	PRON
cana-4625	223	6	,	,	PUNCT
cana-4625	223	7	the	the	DET
cana-4625	223	8	nodes	node	NOUN
cana-4625	223	9	in	in	ADP
cana-4625	223	10	the	the	DET
cana-4625	223	11	tree	tree	NOUN
cana-4625	223	12	that	that	PRON
cana-4625	223	13	are	be	AUX
cana-4625	223	14	shown	show	VERB
cana-4625	223	15	to	to	PART
cana-4625	223	16	be	be	AUX
cana-4625	223	17	associated	associate	VERB
cana-4625	223	18	with	with	ADP
cana-4625	223	19	the	the	DET
cana-4625	223	20	most	most	ADV
cana-4625	223	21	significant	significant	ADJ
cana-4625	223	22	characteristics	characteristic	NOUN
cana-4625	223	23	are	be	AUX
cana-4625	223	24	identified	identify	VERB
cana-4625	223	25	.	.	PUNCT
cana-4625	224	1	in	in	ADP
cana-4625	224	2	a	a	DET
cana-4625	224	3	nutshell	nutshell	NOUN
cana-4625	224	4	,	,	PUNCT
cana-4625	224	5	decision	decision	NOUN
cana-4625	224	6	trees	tree	NOUN
cana-4625	224	7	are	be	AUX
cana-4625	224	8	a	a	DET
cana-4625	224	9	strong	strong	ADJ
cana-4625	224	10	machine	machine	NOUN
cana-4625	224	11	learning	learning	NOUN
cana-4625	224	12	technique	technique	NOUN
cana-4625	224	13	that	that	PRON
cana-4625	224	14	may	may	AUX
cana-4625	224	15	be	be	AUX
cana-4625	224	16	utilized	utilize	VERB
cana-4625	224	17	to	to	PART
cana-4625	224	18	arrive	arrive	VERB
cana-4625	224	19	at	at	ADP
cana-4625	224	20	conclusions	conclusion	NOUN
cana-4625	224	21	depending	depend	VERB
cana-4625	224	22	on	on	ADP
cana-4625	224	23	a	a	DET
cana-4625	224	24	collection	collection	NOUN
cana-4625	224	25	of	of	ADP
cana-4625	224	26	data	datum	NOUN
cana-4625	224	27	that	that	PRON
cana-4625	224	28	is	be	AUX
cana-4625	224	29	input	input	NOUN
cana-4625	224	30	.	.	PUNCT
cana-4625	225	1	they	they	PRON
cana-4625	225	2	are	be	AUX
cana-4625	225	3	utilized	utilize	VERB
cana-4625	225	4	for	for	ADP
cana-4625	225	5	a	a	DET
cana-4625	225	6	wide	wide	ADJ
cana-4625	225	7	variety	variety	NOUN
cana-4625	225	8	of	of	ADP
cana-4625	225	9	applications	application	NOUN
cana-4625	225	10	,	,	PUNCT
cana-4625	225	11	such	such	ADJ
cana-4625	225	12	as	as	ADP
cana-4625	225	13	feature	feature	NOUN
cana-4625	225	14	selection	selection	NOUN
cana-4625	225	15	,	,	PUNCT
cana-4625	225	16	regression	regression	VERB
cana-4625	225	17	analysis	analysis	NOUN
cana-4625	225	18	,	,	PUNCT
cana-4625	225	19	and	and	CCONJ
cana-4625	225	20	classification	classification	NOUN
cana-4625	225	21	in	in	ADP
cana-4625	225	22	particular	particular	ADJ
cana-4625	225	23	.	.	PUNCT
cana-4625	226	1	if	if	SCONJ
cana-4625	226	2	you	you	PRON
cana-4625	226	3	are	be	AUX
cana-4625	226	4	interested	interested	ADJ
cana-4625	226	5	in	in	ADP
cana-4625	226	6	incorporating	incorporate	VERB
cana-4625	226	7	decision	decision	NOUN
cana-4625	226	8	trees	tree	NOUN
cana-4625	226	9	into	into	ADP
cana-4625	226	10	our	our	PRON
cana-4625	226	11	ml	ml	PROPN
cana-4625	226	12	projects	project	NOUN
cana-4625	226	13	,	,	PUNCT
cana-4625	226	14	it	it	PRON
cana-4625	226	15	is	be	AUX
cana-4625	226	16	essential	essential	ADJ
cana-4625	226	17	that	that	SCONJ
cana-4625	226	18	you	you	PRON
cana-4625	226	19	have	have	VERB
cana-4625	226	20	a	a	DET
cana-4625	226	21	fundamental	fundamental	ADJ
cana-4625	226	22	understanding	understanding	NOUN
cana-4625	226	23	of	of	ADP
cana-4625	226	24	decision	decision	NOUN
cana-4625	226	25	tree	tree	NOUN
cana-4625	226	26	learning	learning	NOUN
cana-4625	226	27	.	.	PUNCT
cana-4625	227	1	decision	decision	NOUN
cana-4625	227	2	trees	tree	NOUN
cana-4625	227	3	are	be	AUX
cana-4625	227	4	an	an	DET
cana-4625	227	5	essential	essential	ADJ
cana-4625	227	6	part	part	NOUN
cana-4625	227	7	of	of	ADP
cana-4625	227	8	the	the	DET
cana-4625	227	9	plethora	plethora	NOUN
cana-4625	227	10	of	of	ADP
cana-4625	227	11	tools	tool	NOUN
cana-4625	227	12	that	that	PRON
cana-4625	227	13	are	be	AUX
cana-4625	227	14	available	available	ADJ
cana-4625	227	15	for	for	ADP
cana-4625	227	16	machine	machine	NOUN
cana-4625	227	17	learning	learning	NOUN
cana-4625	227	18	.	.	PUNCT
cana-4625	228	1	because	because	SCONJ
cana-4625	228	2	of	of	ADP
cana-4625	228	3	their	their	PRON
cana-4625	228	4	capacity	capacity	NOUN
cana-4625	228	5	to	to	PART
cana-4625	228	6	be	be	AUX
cana-4625	228	7	interpreted	interpret	VERB
cana-4625	228	8	,	,	PUNCT
cana-4625	228	9	their	their	PRON
cana-4625	228	10	adaptability	adaptability	NOUN
cana-4625	228	11	,	,	PUNCT
cana-4625	228	12	and	and	CCONJ
cana-4625	228	13	their	their	PRON
cana-4625	228	14	simplicity	simplicity	NOUN
cana-4625	228	15	,	,	PUNCT
cana-4625	228	16	they	they	PRON
cana-4625	228	17	are	be	AUX
cana-4625	228	18	an	an	DET
cana-4625	228	19	ideal	ideal	ADJ
cana-4625	228	20	starting	starting	NOUN
cana-4625	228	21	point	point	NOUN
cana-4625	228	22	for	for	ADP
cana-4625	228	23	many	many	ADJ
cana-4625	228	24	different	different	ADJ
cana-4625	228	25	machine	machine	NOUN
cana-4625	228	26	learning	learn	VERB
cana-4625	228	27	issues	issue	NOUN
cana-4625	228	28	.	.	PUNCT
cana-4625	229	1	the	the	DET
cana-4625	229	2	development	development	NOUN
cana-4625	229	3	of	of	ADP
cana-4625	229	4	ensemble	ensemble	ADJ
cana-4625	229	5	methods	method	NOUN
cana-4625	229	6	has	have	AUX
cana-4625	229	7	essentially	essentially	ADV
cana-4625	229	8	addressed	address	VERB
cana-4625	229	9	these	these	DET
cana-4625	229	10	concerns	concern	NOUN
cana-4625	229	11	,	,	PUNCT
cana-4625	229	12	which	which	PRON
cana-4625	229	13	has	have	AUX
cana-4625	229	14	enabled	enable	VERB
cana-4625	229	15	practitioners	practitioner	NOUN
cana-4625	229	16	to	to	PART
cana-4625	229	17	successfully	successfully	ADV
cana-4625	229	18	harness	harness	VERB
cana-4625	229	19	the	the	DET
cana-4625	229	20	power	power	NOUN
cana-4625	229	21	of	of	ADP
cana-4625	229	22	these	these	DET
cana-4625	229	23	methods	method	NOUN
cana-4625	229	24	,	,	PUNCT
cana-4625	229	25	despite	despite	SCONJ
cana-4625	229	26	the	the	DET
cana-4625	229	27	fact	fact	NOUN
cana-4625	229	28	that	that	SCONJ
cana-4625	229	29	they	they	PRON
cana-4625	229	30	have	have	AUX
cana-4625	229	31	significant	significant	ADJ
cana-4625	229	32	restrictions	restriction	NOUN
cana-4625	229	33	.	.	PUNCT
cana-4625	230	1	regardless	regardless	ADV
cana-4625	230	2	of	of	ADP
cana-4625	230	3	whether	whether	SCONJ
cana-4625	230	4	they	they	PRON
cana-4625	230	5	are	be	AUX
cana-4625	230	6	utilised	utilise	VERB
cana-4625	230	7	on	on	ADP
cana-4625	230	8	their	their	PRON
cana-4625	230	9	own	own	ADJ
cana-4625	230	10	or	or	CCONJ
cana-4625	230	11	as	as	ADP
cana-4625	230	12	part	part	NOUN
cana-4625	230	13	of	of	ADP
cana-4625	230	14	a	a	DET
cana-4625	230	15	more	more	ADV
cana-4625	230	16	intricate	intricate	ADJ
cana-4625	230	17	ensemble	ensemble	ADJ
cana-4625	230	18	framework	framework	NOUN
cana-4625	230	19	,	,	PUNCT
cana-4625	230	20	decision	decision	NOUN
cana-4625	230	21	trees	tree	NOUN
cana-4625	230	22	continue	continue	VERB
cana-4625	230	23	to	to	PART
cana-4625	230	24	be	be	AUX
cana-4625	230	25	an	an	DET
cana-4625	230	26	indispensable	indispensable	ADJ
cana-4625	230	27	instrument	instrument	NOUN
cana-4625	230	28	for	for	ADP
cana-4625	230	29	a	a	DET
cana-4625	230	30	wide	wide	ADJ
cana-4625	230	31	range	range	NOUN
cana-4625	230	32	of	of	ADP
cana-4625	230	33	applications	application	NOUN
cana-4625	230	34	,	,	PUNCT
cana-4625	230	35	as	as	SCONJ
cana-4625	230	36	they	they	PRON
cana-4625	230	37	offer	offer	VERB
cana-4625	230	38	both	both	DET
cana-4625	230	39	insights	insight	NOUN
cana-4625	230	40	and	and	CCONJ
cana-4625	230	41	accuracy	accuracy	NOUN
cana-4625	230	42	in	in	ADP
cana-4625	230	43	predictive	predictive	ADJ
cana-4625	230	44	modelling	modelling	NOUN
cana-4625	230	45	.	.	PUNCT
cana-4625	231	1	figure	figure	NOUN
cana-4625	231	2	2decision	2decision	NUM
cana-4625	231	3	tree	tree	NOUN
cana-4625	231	4	communications	communication	NOUN
cana-4625	231	5	on	on	ADP
cana-4625	231	6	applied	apply	VERB
cana-4625	231	7	nonlinear	nonlinear	ADJ
cana-4625	231	8	analysis	analysis	NOUN
cana-4625	231	9	issn	issn	NOUN
cana-4625	231	10	:	:	PUNCT
cana-4625	231	11	1074	1074	NUM
cana-4625	231	12	-	-	PUNCT
cana-4625	231	13	133x	133x	NUM
cana-4625	231	14	vol	vol	NOUN
cana-4625	231	15	32	32	NUM
cana-4625	231	16	no	no	NOUN
cana-4625	231	17	.	.	PUNCT
cana-4625	232	1	9s	9s	NUM
cana-4625	232	2	(	(	PUNCT
cana-4625	232	3	2025	2025	NUM
cana-4625	232	4	)	)	PUNCT
cana-4625	232	5	3102	3102	NUM
cana-4625	232	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-4625	232	7	3	3	X
cana-4625	232	8	.	.	NOUN
cana-4625	232	9	methodology	methodology	NOUN
cana-4625	232	10	young	young	ADJ
cana-4625	232	11	children	child	NOUN
cana-4625	232	12	beneath	beneath	ADP
cana-4625	232	13	the	the	DET
cana-4625	232	14	age	age	NOUN
cana-4625	232	15	of	of	ADP
cana-4625	232	16	five	five	NUM
cana-4625	232	17	generally	generally	ADV
cana-4625	232	18	more	more	ADV
cana-4625	232	19	probable	probable	ADJ
cana-4625	232	20	to	to	PART
cana-4625	232	21	be	be	AUX
cana-4625	232	22	affected	affect	VERB
cana-4625	232	23	by	by	ADP
cana-4625	232	24	diseases	disease	NOUN
cana-4625	232	25	than	than	ADP
cana-4625	232	26	elder	elder	ADJ
cana-4625	232	27	children	child	NOUN
cana-4625	232	28	.	.	PUNCT
cana-4625	233	1	there	there	PRON
cana-4625	233	2	are	be	VERB
cana-4625	233	3	few	few	ADJ
cana-4625	233	4	thousand	thousand	NUM
cana-4625	233	5	children	child	NOUN
cana-4625	233	6	,	,	PUNCT
cana-4625	233	7	who	who	PRON
cana-4625	233	8	lose	lose	VERB
cana-4625	233	9	their	their	PRON
cana-4625	233	10	lives	life	NOUN
cana-4625	233	11	every	every	DET
cana-4625	233	12	year	year	NOUN
cana-4625	233	13	,	,	PUNCT
cana-4625	233	14	and	and	CCONJ
cana-4625	233	15	more	more	ADJ
cana-4625	233	16	than	than	ADP
cana-4625	233	17	50	50	NUM
cana-4625	233	18	%	%	NOUN
cana-4625	233	19	of	of	ADP
cana-4625	233	20	those	those	DET
cana-4625	233	21	deaths	death	NOUN
cana-4625	233	22	may	may	AUX
cana-4625	233	23	have	have	AUX
cana-4625	233	24	been	be	AUX
cana-4625	233	25	avoided	avoid	VERB
cana-4625	233	26	or	or	CCONJ
cana-4625	233	27	that	that	PRON
cana-4625	233	28	may	may	AUX
cana-4625	233	29	have	have	AUX
cana-4625	233	30	been	be	AUX
cana-4625	233	31	treated	treat	VERB
cana-4625	233	32	early	early	ADV
cana-4625	233	33	.	.	PUNCT
cana-4625	234	1	within	within	ADP
cana-4625	234	2	the	the	DET
cana-4625	234	3	scope	scope	NOUN
cana-4625	234	4	of	of	ADP
cana-4625	234	5	this	this	DET
cana-4625	234	6	study	study	NOUN
cana-4625	234	7	,	,	PUNCT
cana-4625	234	8	we	we	PRON
cana-4625	234	9	provide	provide	VERB
cana-4625	234	10	the	the	DET
cana-4625	234	11	results	result	NOUN
cana-4625	234	12	of	of	ADP
cana-4625	234	13	this	this	DET
cana-4625	234	14	investigation	investigation	NOUN
cana-4625	234	15	into	into	ADP
cana-4625	234	16	the	the	DET
cana-4625	234	17	potential	potential	ADJ
cana-4625	234	18	risks	risk	NOUN
cana-4625	234	19	to	to	ADP
cana-4625	234	20	the	the	DET
cana-4625	234	21	health	health	NOUN
cana-4625	234	22	of	of	ADP
cana-4625	234	23	youngsters	youngster	NOUN
cana-4625	234	24	.	.	PUNCT
cana-4625	235	1	on	on	ADP
cana-4625	235	2	the	the	DET
cana-4625	235	3	basis	basis	NOUN
cana-4625	235	4	of	of	ADP
cana-4625	235	5	these	these	DET
cana-4625	235	6	data	datum	NOUN
cana-4625	235	7	,	,	PUNCT
cana-4625	235	8	we	we	PRON
cana-4625	235	9	developed	develop	VERB
cana-4625	235	10	and	and	CCONJ
cana-4625	235	11	implemented	implement	VERB
cana-4625	235	12	a	a	DET
cana-4625	235	13	completely	completely	ADV
cana-4625	235	14	original	original	ADJ
cana-4625	235	15	assessment	assessment	NOUN
cana-4625	235	16	of	of	ADP
cana-4625	235	17	the	the	DET
cana-4625	235	18	health	health	NOUN
cana-4625	235	19	risks	risk	NOUN
cana-4625	235	20	that	that	SCONJ
cana-4625	235	21	children	child	NOUN
cana-4625	235	22	under	under	ADP
cana-4625	235	23	the	the	DET
cana-4625	235	24	age	age	NOUN
cana-4625	235	25	of	of	ADP
cana-4625	235	26	5	5	NUM
cana-4625	235	27	-	-	PUNCT
cana-4625	235	28	years	year	NOUN
cana-4625	235	29	.	.	PUNCT
cana-4625	236	1	the	the	DET
cana-4625	236	2	purpose	purpose	NOUN
cana-4625	236	3	of	of	ADP
cana-4625	236	4	this	this	DET
cana-4625	236	5	system	system	NOUN
cana-4625	236	6	aims	aim	VERB
cana-4625	236	7	to	to	PART
cana-4625	236	8	automate	automate	VERB
cana-4625	236	9	business	business	NOUN
cana-4625	236	10	processes	process	NOUN
cana-4625	236	11	that	that	PRON
cana-4625	236	12	include	include	VERB
cana-4625	236	13	children	child	NOUN
cana-4625	236	14	under	under	ADP
cana-4625	236	15	the	the	DET
cana-4625	236	16	age	age	NOUN
cana-4625	236	17	of	of	ADP
cana-4625	236	18	five	five	NUM
cana-4625	236	19	who	who	PRON
cana-4625	236	20	are	be	AUX
cana-4625	236	21	receiving	receive	VERB
cana-4625	236	22	medical	medical	ADJ
cana-4625	236	23	diagnosis	diagnosis	NOUN
cana-4625	236	24	.	.	PUNCT
cana-4625	237	1	the	the	DET
cana-4625	237	2	application	application	NOUN
cana-4625	237	3	for	for	ADP
cana-4625	237	4	internet	internet	NOUN
cana-4625	237	5	portal	portal	NOUN
cana-4625	237	6	will	will	AUX
cana-4625	237	7	identify	identify	VERB
cana-4625	237	8	potential	potential	ADJ
cana-4625	237	9	health	health	NOUN
cana-4625	237	10	risks	risk	NOUN
cana-4625	237	11	and	and	CCONJ
cana-4625	237	12	provide	provide	VERB
cana-4625	237	13	recommendations	recommendation	NOUN
cana-4625	237	14	for	for	ADP
cana-4625	237	15	preventative	preventative	ADJ
cana-4625	237	16	measures	measure	NOUN
cana-4625	237	17	.	.	PUNCT
cana-4625	238	1	to	to	PART
cana-4625	238	2	develop	develop	VERB
cana-4625	238	3	and	and	CCONJ
cana-4625	238	4	deploy	deploy	VERB
cana-4625	238	5	a	a	DET
cana-4625	238	6	brand	brand	NOUN
cana-4625	238	7	-	-	PUNCT
cana-4625	238	8	new	new	ADJ
cana-4625	238	9	web	web	NOUN
cana-4625	238	10	tool	tool	NOUN
cana-4625	238	11	for	for	ADP
cana-4625	238	12	children	child	NOUN
cana-4625	238	13	under	under	ADP
cana-4625	238	14	the	the	DET
cana-4625	238	15	age	age	NOUN
cana-4625	238	16	of	of	ADP
cana-4625	238	17	five	five	NUM
cana-4625	238	18	that	that	PRON
cana-4625	238	19	assesses	assess	VERB
cana-4625	238	20	potential	potential	ADJ
cana-4625	238	21	health	health	NOUN
cana-4625	238	22	hazards	hazard	NOUN
cana-4625	238	23	.	.	PUNCT
cana-4625	239	1	parents	parent	NOUN
cana-4625	239	2	have	have	VERB
cana-4625	239	3	the	the	DET
cana-4625	239	4	ability	ability	NOUN
cana-4625	239	5	to	to	PART
cana-4625	239	6	upload	upload	VERB
cana-4625	239	7	info	info	NOUN
cana-4625	239	8	about	about	ADP
cana-4625	239	9	their	their	PRON
cana-4625	239	10	kids	kid	NOUN
cana-4625	239	11	.	.	PUNCT
cana-4625	240	1	the	the	DET
cana-4625	240	2	program	program	NOUN
cana-4625	240	3	is	be	AUX
cana-4625	240	4	able	able	ADJ
cana-4625	240	5	to	to	PART
cana-4625	240	6	analyze	analyze	VERB
cana-4625	240	7	the	the	DET
cana-4625	240	8	current	current	ADJ
cana-4625	240	9	growth	growth	NOUN
cana-4625	240	10	and	and	CCONJ
cana-4625	240	11	development	development	NOUN
cana-4625	240	12	status	status	NOUN
cana-4625	240	13	,	,	PUNCT
cana-4625	240	14	identify	identify	VERB
cana-4625	240	15	unhealthy	unhealthy	ADJ
cana-4625	240	16	behaviors	behavior	NOUN
cana-4625	240	17	,	,	PUNCT
cana-4625	240	18	foresee	foresee	ADJ
cana-4625	240	19	prospective	prospective	ADJ
cana-4625	240	20	chronic	chronic	ADJ
cana-4625	240	21	diseases	disease	NOUN
cana-4625	240	22	,	,	PUNCT
cana-4625	240	23	assess	assess	VERB
cana-4625	240	24	health	health	NOUN
cana-4625	240	25	-	-	PUNCT
cana-4625	240	26	related	relate	VERB
cana-4625	240	27	factors	factor	NOUN
cana-4625	240	28	(	(	PUNCT
cana-4625	240	29	like	like	ADP
cana-4625	240	30	vaccinations	vaccination	NOUN
cana-4625	240	31	)	)	PUNCT
cana-4625	240	32	,	,	PUNCT
cana-4625	240	33	and	and	CCONJ
cana-4625	240	34	finally	finally	ADV
cana-4625	240	35	deliver	deliver	VERB
cana-4625	240	36	individualized	individualized	ADJ
cana-4625	240	37	results	result	NOUN
cana-4625	240	38	.	.	PUNCT
cana-4625	241	1	all	all	PRON
cana-4625	241	2	of	of	ADP
cana-4625	241	3	these	these	DET
cana-4625	241	4	features	feature	NOUN
cana-4625	241	5	are	be	AUX
cana-4625	241	6	designed	design	VERB
cana-4625	241	7	to	to	PART
cana-4625	241	8	take	take	VERB
cana-4625	241	9	preventative	preventative	ADJ
cana-4625	241	10	measures	measure	NOUN
cana-4625	241	11	against	against	ADP
cana-4625	241	12	potential	potential	ADJ
cana-4625	241	13	health	health	NOUN
cana-4625	241	14	hazards	hazard	NOUN
cana-4625	241	15	as	as	ADV
cana-4625	241	16	quickly	quickly	ADV
cana-4625	241	17	as	as	ADP
cana-4625	241	18	possible	possible	ADJ
cana-4625	241	19	.	.	PUNCT
cana-4625	242	1	it	it	PRON
cana-4625	242	2	is	be	AUX
cana-4625	242	3	the	the	DET
cana-4625	242	4	objective	objective	NOUN
cana-4625	242	5	of	of	ADP
cana-4625	242	6	our	our	PRON
cana-4625	242	7	investigation	investigation	NOUN
cana-4625	242	8	to	to	ADP
cana-4625	242	9	:	:	PUNCT
cana-4625	242	10	•	•	ADP
cana-4625	242	11	the	the	DET
cana-4625	242	12	purpose	purpose	NOUN
cana-4625	242	13	of	of	ADP
cana-4625	242	14	this	this	PRON
cana-4625	242	15	is	be	AUX
cana-4625	242	16	to	to	PART
cana-4625	242	17	discover	discover	VERB
cana-4625	242	18	the	the	DET
cana-4625	242	19	state	state	NOUN
cana-4625	242	20	of	of	ADP
cana-4625	242	21	the	the	DET
cana-4625	242	22	child	child	NOUN
cana-4625	242	23	by	by	ADP
cana-4625	242	24	analyzing	analyze	VERB
cana-4625	242	25	the	the	DET
cana-4625	242	26	child	child	NOUN
cana-4625	242	27	's	's	PART
cana-4625	242	28	symptoms	symptom	NOUN
cana-4625	242	29	and	and	CCONJ
cana-4625	242	30	to	to	PART
cana-4625	242	31	provide	provide	VERB
cana-4625	242	32	the	the	DET
cana-4625	242	33	parents	parent	NOUN
cana-4625	242	34	with	with	ADP
cana-4625	242	35	comprehensive	comprehensive	ADJ
cana-4625	242	36	information	information	NOUN
cana-4625	242	37	regarding	regard	VERB
cana-4625	242	38	the	the	DET
cana-4625	242	39	child	child	NOUN
cana-4625	242	40	's	's	PART
cana-4625	242	41	illness	illness	NOUN
cana-4625	242	42	.	.	PUNCT
cana-4625	243	1	•	•	INTJ
cana-4625	243	2	to	to	PART
cana-4625	243	3	lay	lay	VERB
cana-4625	243	4	the	the	DET
cana-4625	243	5	groundwork	groundwork	NOUN
cana-4625	243	6	for	for	ADP
cana-4625	243	7	vaccine	vaccine	NOUN
cana-4625	243	8	messaging	message	VERB
cana-4625	243	9	system	system	NOUN
cana-4625	243	10	that	that	PRON
cana-4625	243	11	will	will	AUX
cana-4625	243	12	be	be	AUX
cana-4625	243	13	used	use	VERB
cana-4625	243	14	for	for	ADP
cana-4625	243	15	youngsters	youngster	NOUN
cana-4625	243	16	.	.	PUNCT
cana-4625	244	1	to	to	PART
cana-4625	244	2	be	be	AUX
cana-4625	244	3	able	able	ADJ
cana-4625	244	4	to	to	PART
cana-4625	244	5	diagnose	diagnose	VERB
cana-4625	244	6	a	a	DET
cana-4625	244	7	kid	kid	NOUN
cana-4625	244	8	's	's	PART
cana-4625	244	9	disease	disease	NOUN
cana-4625	244	10	based	base	VERB
cana-4625	244	11	on	on	ADP
cana-4625	244	12	the	the	DET
cana-4625	244	13	symptoms	symptom	NOUN
cana-4625	244	14	which	which	PRON
cana-4625	244	15	the	the	DET
cana-4625	244	16	child	child	NOUN
cana-4625	244	17	provided	provide	VERB
cana-4625	244	18	;	;	PUNCT
cana-4625	244	19	we	we	PRON
cana-4625	244	20	create	create	VERB
cana-4625	244	21	the	the	DET
cana-4625	244	22	framework	framework	NOUN
cana-4625	244	23	by	by	ADP
cana-4625	244	24	utilizing	utilize	VERB
cana-4625	244	25	a	a	DET
cana-4625	244	26	decision	decision	NOUN
cana-4625	244	27	tree	tree	NOUN
cana-4625	244	28	.	.	PUNCT
cana-4625	245	1	this	this	PRON
cana-4625	245	2	allows	allow	VERB
cana-4625	245	3	us	we	PRON
cana-4625	245	4	to	to	PART
cana-4625	245	5	tell	tell	VERB
cana-4625	245	6	the	the	DET
cana-4625	245	7	kid	kid	NOUN
cana-4625	245	8	's	's	PART
cana-4625	245	9	wards	ward	NOUN
cana-4625	245	10	and	and	CCONJ
cana-4625	245	11	doctor	doctor	NOUN
cana-4625	245	12	’s	’s	ADJ
cana-4625	245	13	about	about	ADP
cana-4625	245	14	the	the	DET
cana-4625	245	15	specifics	specific	NOUN
cana-4625	245	16	of	of	ADP
cana-4625	245	17	the	the	DET
cana-4625	245	18	illness	illness	NOUN
cana-4625	245	19	that	that	SCONJ
cana-4625	245	20	the	the	DET
cana-4625	245	21	child	child	NOUN
cana-4625	245	22	is	be	AUX
cana-4625	245	23	experiencing	experience	VERB
cana-4625	245	24	.	.	PUNCT
cana-4625	246	1	the	the	DET
cana-4625	246	2	foundation	foundation	NOUN
cana-4625	246	3	for	for	ADP
cana-4625	246	4	immunizing	immunize	VERB
cana-4625	246	5	children	child	NOUN
cana-4625	246	6	is	be	AUX
cana-4625	246	7	being	be	AUX
cana-4625	246	8	developed	develop	VERB
cana-4625	246	9	with	with	ADP
cana-4625	246	10	the	the	DET
cana-4625	246	11	help	help	NOUN
cana-4625	246	12	of	of	ADP
cana-4625	246	13	mysql	mysql	NOUN
cana-4625	246	14	,	,	PUNCT
cana-4625	246	15	and	and	CCONJ
cana-4625	246	16	our	our	PRON
cana-4625	246	17	system	system	NOUN
cana-4625	246	18	is	be	AUX
cana-4625	246	19	going	go	VERB
cana-4625	246	20	to	to	PART
cana-4625	246	21	deliver	deliver	VERB
cana-4625	246	22	a	a	DET
cana-4625	246	23	message	message	NOUN
cana-4625	246	24	to	to	ADP
cana-4625	246	25	all	all	DET
cana-4625	246	26	parents	parent	NOUN
cana-4625	246	27	once	once	SCONJ
cana-4625	246	28	it	it	PRON
cana-4625	246	29	is	be	AUX
cana-4625	246	30	complete	complete	ADJ
cana-4625	246	31	.	.	PUNCT
cana-4625	247	1	in	in	ADP
cana-4625	247	2	order	order	NOUN
cana-4625	247	3	to	to	PART
cana-4625	247	4	accomplish	accomplish	VERB
cana-4625	247	5	this	this	PRON
cana-4625	247	6	,	,	PUNCT
cana-4625	247	7	mysql	mysql	NOUN
cana-4625	247	8	is	be	AUX
cana-4625	247	9	employed	employ	VERB
cana-4625	247	10	.	.	PUNCT
cana-4625	248	1	the	the	DET
cana-4625	248	2	method	method	NOUN
cana-4625	248	3	that	that	PRON
cana-4625	248	4	is	be	AUX
cana-4625	248	5	recommended	recommend	VERB
cana-4625	248	6	for	for	ADP
cana-4625	248	7	use	use	NOUN
cana-4625	248	8	in	in	ADP
cana-4625	248	9	the	the	DET
cana-4625	248	10	field	field	NOUN
cana-4625	248	11	of	of	ADP
cana-4625	248	12	child	child	NOUN
cana-4625	248	13	healthcare	healthcare	NOUN
cana-4625	248	14	is	be	AUX
cana-4625	248	15	illustrated	illustrate	VERB
cana-4625	248	16	in	in	ADP
cana-4625	248	17	figure	figure	NOUN
cana-4625	248	18	3	3	NUM
cana-4625	248	19	.	.	PUNCT
cana-4625	248	20	figure	figure	VERB
cana-4625	248	21	3suggested	3suggested	NUM
cana-4625	248	22	method	method	NOUN
cana-4625	248	23	communications	communication	NOUN
cana-4625	248	24	on	on	ADP
cana-4625	248	25	applied	apply	VERB
cana-4625	248	26	nonlinear	nonlinear	ADJ
cana-4625	248	27	analysis	analysis	NOUN
cana-4625	248	28	issn	issn	NOUN
cana-4625	248	29	:	:	PUNCT
cana-4625	248	30	1074	1074	NUM
cana-4625	248	31	-	-	PUNCT
cana-4625	248	32	133x	133x	NUM
cana-4625	248	33	vol	vol	NOUN
cana-4625	248	34	32	32	NUM
cana-4625	249	1	no	no	NOUN
cana-4625	249	2	.	.	PUNCT
cana-4625	250	1	9s	9s	NUM
cana-4625	250	2	(	(	PUNCT
cana-4625	250	3	2025	2025	NUM
cana-4625	250	4	)	)	PUNCT
cana-4625	250	5	3103	3103	NUM
cana-4625	250	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-4625	250	7	in	in	ADP
cana-4625	250	8	this	this	DET
cana-4625	250	9	article	article	NOUN
cana-4625	250	10	,	,	PUNCT
cana-4625	250	11	we	we	PRON
cana-4625	250	12	utilized	utilize	VERB
cana-4625	250	13	dt	dt	ADJ
cana-4625	250	14	-	-	PUNCT
cana-4625	250	15	decision	decision	NOUN
cana-4625	250	16	tree	tree	NOUN
cana-4625	250	17	methodology	methodology	NOUN
cana-4625	250	18	in	in	ADP
cana-4625	250	19	order	order	NOUN
cana-4625	250	20	to	to	PART
cana-4625	250	21	improve	improve	VERB
cana-4625	250	22	our	our	PRON
cana-4625	250	23	ability	ability	NOUN
cana-4625	250	24	to	to	PART
cana-4625	250	25	forecast	forecast	VERB
cana-4625	250	26	the	the	DET
cana-4625	250	27	progression	progression	NOUN
cana-4625	250	28	of	of	ADP
cana-4625	250	29	an	an	DET
cana-4625	250	30	infant	infant	NOUN
cana-4625	250	31	's	's	PART
cana-4625	250	32	illness	illness	NOUN
cana-4625	250	33	based	base	VERB
cana-4625	250	34	on	on	ADP
cana-4625	250	35	the	the	DET
cana-4625	250	36	symptoms	symptom	NOUN
cana-4625	250	37	that	that	PRON
cana-4625	250	38	were	be	AUX
cana-4625	250	39	either	either	CCONJ
cana-4625	250	40	supplied	supply	VERB
cana-4625	250	41	by	by	ADP
cana-4625	250	42	the	the	DET
cana-4625	250	43	system	system	NOUN
cana-4625	250	44	or	or	CCONJ
cana-4625	250	45	determined	determine	VERB
cana-4625	250	46	by	by	ADP
cana-4625	250	47	the	the	DET
cana-4625	250	48	system	system	NOUN
cana-4625	250	49	.	.	PUNCT
cana-4625	251	1	there	there	PRON
cana-4625	251	2	are	be	VERB
cana-4625	251	3	two	two	NUM
cana-4625	251	4	nodes	node	NOUN
cana-4625	251	5	that	that	PRON
cana-4625	251	6	make	make	VERB
cana-4625	251	7	up	up	ADP
cana-4625	251	8	this	this	DET
cana-4625	251	9	dataset	dataset	NOUN
cana-4625	251	10	:	:	PUNCT
cana-4625	251	11	one	one	NUM
cana-4625	251	12	represents	represent	VERB
cana-4625	251	13	the	the	DET
cana-4625	251	14	disease	disease	NOUN
cana-4625	251	15	,	,	PUNCT
cana-4625	251	16	and	and	CCONJ
cana-4625	251	17	the	the	DET
cana-4625	251	18	other	other	ADJ
cana-4625	251	19	represents	represent	VERB
cana-4625	251	20	the	the	DET
cana-4625	251	21	symptoms	symptom	NOUN
cana-4625	251	22	that	that	PRON
cana-4625	251	23	are	be	AUX
cana-4625	251	24	associated	associate	VERB
cana-4625	251	25	with	with	ADP
cana-4625	251	26	it	it	PRON
cana-4625	251	27	.	.	PUNCT
cana-4625	252	1	for	for	ADP
cana-4625	252	2	the	the	DET
cana-4625	252	3	purpose	purpose	NOUN
cana-4625	252	4	of	of	ADP
cana-4625	252	5	training	training	NOUN
cana-4625	252	6	and	and	CCONJ
cana-4625	252	7	testing	test	VERB
cana-4625	252	8	the	the	DET
cana-4625	252	9	dataset	dataset	NOUN
cana-4625	252	10	,	,	PUNCT
cana-4625	252	11	all	all	PRON
cana-4625	252	12	of	of	ADP
cana-4625	252	13	the	the	DET
cana-4625	252	14	symptoms	symptom	NOUN
cana-4625	252	15	are	be	AUX
cana-4625	252	16	consolidated	consolidate	VERB
cana-4625	252	17	into	into	ADP
cana-4625	252	18	a	a	DET
cana-4625	252	19	single	single	ADJ
cana-4625	252	20	row	row	NOUN
cana-4625	252	21	,	,	PUNCT
cana-4625	252	22	the	the	DET
cana-4625	252	23	symptoms	symptom	NOUN
cana-4625	252	24	that	that	PRON
cana-4625	252	25	correspond	correspond	VERB
cana-4625	252	26	to	to	ADP
cana-4625	252	27	each	each	DET
cana-4625	252	28	circumstance	circumstance	NOUN
cana-4625	252	29	are	be	AUX
cana-4625	252	30	activated	activate	VERB
cana-4625	252	31	,	,	PUNCT
cana-4625	252	32	while	while	SCONJ
cana-4625	252	33	the	the	DET
cana-4625	252	34	respective	respective	ADJ
cana-4625	252	35	values	value	NOUN
cana-4625	252	36	of	of	ADP
cana-4625	252	37	all	all	PRON
cana-4625	252	38	of	of	ADP
cana-4625	252	39	the	the	DET
cana-4625	252	40	remaining	remain	VERB
cana-4625	252	41	symptoms	symptom	NOUN
cana-4625	252	42	are	be	AUX
cana-4625	252	43	set	set	VERB
cana-4625	252	44	to	to	ADP
cana-4625	252	45	1	1	NUM
cana-4625	252	46	.	.	PUNCT
cana-4625	253	1	as	as	ADP
cana-4625	253	2	part	part	NOUN
cana-4625	253	3	of	of	ADP
cana-4625	253	4	our	our	PRON
cana-4625	253	5	efforts	effort	NOUN
cana-4625	253	6	to	to	PART
cana-4625	253	7	commemorate	commemorate	VERB
cana-4625	253	8	the	the	DET
cana-4625	253	9	importance	importance	NOUN
cana-4625	253	10	of	of	ADP
cana-4625	253	11	vaccination	vaccination	NOUN
cana-4625	253	12	,	,	PUNCT
cana-4625	253	13	our	our	PRON
cana-4625	253	14	objective	objective	NOUN
cana-4625	253	15	is	be	AUX
cana-4625	253	16	to	to	PART
cana-4625	253	17	digitalize	digitalize	VERB
cana-4625	253	18	the	the	DET
cana-4625	253	19	vaccination	vaccination	NOUN
cana-4625	253	20	drive	drive	NOUN
cana-4625	253	21	and	and	CCONJ
cana-4625	253	22	provide	provide	VERB
cana-4625	253	23	notifications	notification	NOUN
cana-4625	253	24	to	to	ADP
cana-4625	253	25	parents	parent	NOUN
cana-4625	253	26	regarding	regard	VERB
cana-4625	253	27	immunization	immunization	NOUN
cana-4625	253	28	.	.	PUNCT
cana-4625	254	1	the	the	DET
cana-4625	254	2	purpose	purpose	NOUN
cana-4625	254	3	of	of	ADP
cana-4625	254	4	our	our	PRON
cana-4625	254	5	system	system	NOUN
cana-4625	254	6	is	be	AUX
cana-4625	254	7	to	to	PART
cana-4625	254	8	raise	raise	VERB
cana-4625	254	9	consciousness	consciousness	NOUN
cana-4625	254	10	about	about	ADP
cana-4625	254	11	the	the	DET
cana-4625	254	12	importance	importance	NOUN
cana-4625	254	13	of	of	ADP
cana-4625	254	14	vaccination	vaccination	NOUN
cana-4625	254	15	and	and	CCONJ
cana-4625	254	16	the	the	DET
cana-4625	254	17	reasons	reason	NOUN
cana-4625	254	18	why	why	SCONJ
cana-4625	254	19	we	we	PRON
cana-4625	254	20	need	need	VERB
cana-4625	254	21	to	to	PART
cana-4625	254	22	provide	provide	VERB
cana-4625	254	23	vaccinations	vaccination	NOUN
cana-4625	254	24	to	to	ADP
cana-4625	254	25	newborn	newborn	ADJ
cana-4625	254	26	children	child	NOUN
cana-4625	254	27	.	.	PUNCT
cana-4625	255	1	additionally	additionally	ADV
cana-4625	255	2	,	,	PUNCT
cana-4625	255	3	this	this	DET
cana-4625	255	4	system	system	NOUN
cana-4625	255	5	is	be	AUX
cana-4625	255	6	beneficial	beneficial	ADJ
cana-4625	255	7	in	in	ADP
cana-4625	255	8	maintaining	maintain	VERB
cana-4625	255	9	records	record	NOUN
cana-4625	255	10	and	and	CCONJ
cana-4625	255	11	monitoring	monitor	VERB
cana-4625	255	12	the	the	DET
cana-4625	255	13	growth	growth	NOUN
cana-4625	255	14	of	of	ADP
cana-4625	255	15	children	child	NOUN
cana-4625	255	16	as	as	ADV
cana-4625	255	17	well	well	ADV
cana-4625	255	18	as	as	ADP
cana-4625	255	19	the	the	DET
cana-4625	255	20	reasons	reason	NOUN
cana-4625	255	21	behind	behind	ADP
cana-4625	255	22	their	their	PRON
cana-4625	255	23	illnesses	illness	NOUN
cana-4625	255	24	.	.	PUNCT
cana-4625	256	1	mysql	mysql	NOUN
cana-4625	256	2	is	be	AUX
cana-4625	256	3	what	what	PRON
cana-4625	256	4	we	we	PRON
cana-4625	256	5	use	use	VERB
cana-4625	256	6	for	for	ADP
cana-4625	256	7	this	this	DET
cana-4625	256	8	purpose	purpose	NOUN
cana-4625	256	9	.	.	PUNCT
cana-4625	257	1	mysql	mysql	NOUN
cana-4625	257	2	database	database	NOUN
cana-4625	257	3	:	:	PUNCT
cana-4625	257	4	in	in	ADP
cana-4625	257	5	order	order	NOUN
cana-4625	257	6	to	to	PART
cana-4625	257	7	keep	keep	VERB
cana-4625	257	8	records	record	NOUN
cana-4625	257	9	regarding	regard	VERB
cana-4625	257	10	the	the	DET
cana-4625	257	11	registration	registration	NOUN
cana-4625	257	12	and	and	CCONJ
cana-4625	257	13	notification	notification	NOUN
cana-4625	257	14	details	detail	NOUN
cana-4625	257	15	,	,	PUNCT
cana-4625	257	16	we	we	PRON
cana-4625	257	17	have	have	AUX
cana-4625	257	18	put	put	VERB
cana-4625	257	19	them	they	PRON
cana-4625	257	20	in	in	ADP
cana-4625	257	21	the	the	DET
cana-4625	257	22	database	database	NOUN
cana-4625	257	23	management	management	NOUN
cana-4625	257	24	system	system	NOUN
cana-4625	257	25	(	(	PUNCT
cana-4625	257	26	dbms	dbms	PROPN
cana-4625	257	27	)	)	PUNCT
cana-4625	257	28	.	.	PUNCT
cana-4625	258	1	utilizing	utilize	VERB
cana-4625	258	2	the	the	DET
cana-4625	258	3	sms	sms	NOUN
cana-4625	258	4	integrating	integrate	VERB
cana-4625	258	5	service	service	NOUN
cana-4625	258	6	allows	allow	VERB
cana-4625	258	7	for	for	ADP
cana-4625	258	8	the	the	DET
cana-4625	258	9	sending	sending	NOUN
cana-4625	258	10	of	of	ADP
cana-4625	258	11	notifications	notification	NOUN
cana-4625	258	12	to	to	ADP
cana-4625	258	13	the	the	DET
cana-4625	258	14	end	end	NOUN
cana-4625	258	15	user	user	NOUN
cana-4625	258	16	who	who	PRON
cana-4625	258	17	has	have	AUX
cana-4625	258	18	enrolled	enrol	VERB
cana-4625	258	19	for	for	ADP
cana-4625	258	20	the	the	DET
cana-4625	258	21	service	service	NOUN
cana-4625	258	22	.	.	PUNCT
cana-4625	259	1	below	below	ADV
cana-4625	259	2	,	,	PUNCT
cana-4625	259	3	in	in	ADP
cana-4625	259	4	figure	figure	NOUN
cana-4625	259	5	4	4	NUM
cana-4625	259	6	,	,	PUNCT
cana-4625	259	7	is	be	AUX
cana-4625	259	8	a	a	DET
cana-4625	259	9	representation	representation	NOUN
cana-4625	259	10	of	of	ADP
cana-4625	259	11	the	the	DET
cana-4625	259	12	child	child	NOUN
cana-4625	259	13	healthcare	healthcare	NOUN
cana-4625	259	14	system	system	NOUN
cana-4625	259	15	(	(	PUNCT
cana-4625	259	16	chs	chs	PROPN
cana-4625	259	17	)	)	PUNCT
cana-4625	259	18	.	.	PUNCT
cana-4625	260	1	figure	figure	VERB
cana-4625	260	2	4proposed	4proposed	NUM
cana-4625	260	3	child	child	NOUN
cana-4625	260	4	healthcare	healthcare	NOUN
cana-4625	260	5	system	system	NOUN
cana-4625	260	6	(	(	PUNCT
cana-4625	260	7	chs	chs	NOUN
cana-4625	260	8	)	)	PUNCT
cana-4625	260	9	communications	communication	NOUN
cana-4625	260	10	on	on	ADP
cana-4625	260	11	applied	apply	VERB
cana-4625	260	12	nonlinear	nonlinear	ADJ
cana-4625	260	13	analysis	analysis	NOUN
cana-4625	260	14	issn	issn	NOUN
cana-4625	260	15	:	:	PUNCT
cana-4625	260	16	1074	1074	NUM
cana-4625	260	17	-	-	PUNCT
cana-4625	260	18	133x	133x	NUM
cana-4625	260	19	vol	vol	NOUN
cana-4625	260	20	32	32	NUM
cana-4625	261	1	no	no	NOUN
cana-4625	261	2	.	.	PUNCT
cana-4625	262	1	9s	9s	NUM
cana-4625	262	2	(	(	PUNCT
cana-4625	262	3	2025	2025	NUM
cana-4625	262	4	)	)	PUNCT
cana-4625	262	5	3104	3104	NUM
cana-4625	263	1	https://internationalpubls.com	https://internationalpubls.com	X
cana-4625	263	2	4	4	X
cana-4625	263	3	.	.	NOUN
cana-4625	263	4	results	result	NOUN
cana-4625	263	5	and	and	CCONJ
cana-4625	263	6	discussion	discussion	NOUN
cana-4625	263	7	at	at	ADP
cana-4625	263	8	the	the	DET
cana-4625	263	9	outset	outset	NOUN
cana-4625	263	10	,	,	PUNCT
cana-4625	263	11	parents	parent	NOUN
cana-4625	263	12	are	be	AUX
cana-4625	263	13	required	require	VERB
cana-4625	263	14	to	to	PART
cana-4625	263	15	register	register	VERB
cana-4625	263	16	into	into	ADP
cana-4625	263	17	the	the	DET
cana-4625	263	18	system	system	NOUN
cana-4625	263	19	along	along	ADP
cana-4625	263	20	accompanied	accompany	VERB
cana-4625	263	21	by	by	ADP
cana-4625	263	22	their	their	PRON
cana-4625	263	23	children	child	NOUN
cana-4625	263	24	along	along	ADP
cana-4625	263	25	with	with	ADP
cana-4625	263	26	the	the	DET
cana-4625	263	27	fundamental	fundamental	ADJ
cana-4625	263	28	facts	fact	NOUN
cana-4625	263	29	about	about	ADP
cana-4625	263	30	themselves	themselves	PRON
cana-4625	263	31	to	to	PART
cana-4625	263	32	obtain	obtain	VERB
cana-4625	263	33	father	father	NOUN
cana-4625	263	34	enhancement	enhancement	NOUN
cana-4625	263	35	.	.	PUNCT
cana-4625	264	1	the	the	DET
cana-4625	264	2	process	process	NOUN
cana-4625	264	3	ofregistration	ofregistration	NOUN
cana-4625	264	4	includes	include	VERB
cana-4625	264	5	the	the	DET
cana-4625	264	6	fundamental	fundamental	ADJ
cana-4625	264	7	info	info	NOUN
cana-4625	264	8	about	about	ADP
cana-4625	264	9	the	the	DET
cana-4625	264	10	child	child	NOUN
cana-4625	264	11	as	as	ADV
cana-4625	264	12	well	well	ADV
cana-4625	264	13	as	as	ADP
cana-4625	264	14	the	the	DET
cana-4625	264	15	details	detail	NOUN
cana-4625	264	16	of	of	ADP
cana-4625	264	17	the	the	DET
cana-4625	264	18	parents	parent	NOUN
cana-4625	264	19	,	,	PUNCT
cana-4625	264	20	such	such	ADJ
cana-4625	264	21	as	as	ADP
cana-4625	264	22	their	their	PRON
cana-4625	264	23	cell	cell	NOUN
cana-4625	264	24	phone	phone	NOUN
cana-4625	264	25	number	number	NOUN
cana-4625	264	26	,	,	PUNCT
cana-4625	264	27	for	for	ADP
cana-4625	264	28	the	the	DET
cana-4625	264	29	purpose	purpose	NOUN
cana-4625	264	30	of	of	ADP
cana-4625	264	31	continuing	continue	VERB
cana-4625	264	32	communication	communication	NOUN
cana-4625	264	33	and	and	CCONJ
cana-4625	264	34	providing	provide	VERB
cana-4625	264	35	necessary	necessary	ADJ
cana-4625	264	36	data	datum	NOUN
cana-4625	264	37	/	/	SYM
cana-4625	264	38	dates	date	NOUN
cana-4625	264	39	of	of	ADP
cana-4625	264	40	information	information	NOUN
cana-4625	264	41	.	.	PUNCT
cana-4625	265	1	the	the	DET
cana-4625	265	2	screen	screen	NOUN
cana-4625	265	3	that	that	PRON
cana-4625	265	4	displays	display	VERB
cana-4625	265	5	the	the	DET
cana-4625	265	6	registration	registration	NOUN
cana-4625	265	7	procedure	procedure	NOUN
cana-4625	265	8	is	be	AUX
cana-4625	265	9	depicted	depict	VERB
cana-4625	265	10	in	in	ADP
cana-4625	265	11	figure	figure	NOUN
cana-4625	265	12	5	5	NUM
cana-4625	265	13	.	.	PUNCT
cana-4625	266	1	figure	figure	VERB
cana-4625	266	2	5	5	NUM
cana-4625	266	3	–	–	PUNCT
cana-4625	266	4	registration	registration	NOUN
cana-4625	266	5	process	process	NOUN
cana-4625	266	6	every	every	DET
cana-4625	266	7	patient	patient	NOUN
cana-4625	266	8	who	who	PRON
cana-4625	266	9	has	have	AUX
cana-4625	266	10	registered	register	VERB
cana-4625	266	11	can	can	AUX
cana-4625	266	12	contribute	contribute	VERB
cana-4625	266	13	information	information	NOUN
cana-4625	266	14	about	about	ADP
cana-4625	266	15	their	their	PRON
cana-4625	266	16	symptoms	symptom	NOUN
cana-4625	266	17	in	in	ADP
cana-4625	266	18	order	order	NOUN
cana-4625	266	19	to	to	PART
cana-4625	266	20	make	make	VERB
cana-4625	266	21	a	a	DET
cana-4625	266	22	forecast	forecast	NOUN
cana-4625	266	23	regarding	regard	VERB
cana-4625	266	24	their	their	PRON
cana-4625	266	25	disease	disease	NOUN
cana-4625	266	26	.	.	PUNCT
cana-4625	267	1	the	the	DET
cana-4625	267	2	patents	patent	NOUN
cana-4625	267	3	for	for	ADP
cana-4625	267	4	the	the	DET
cana-4625	267	5	system	system	NOUN
cana-4625	267	6	are	be	AUX
cana-4625	267	7	going	go	VERB
cana-4625	267	8	to	to	PART
cana-4625	267	9	be	be	AUX
cana-4625	267	10	responsible	responsible	ADJ
cana-4625	267	11	for	for	ADP
cana-4625	267	12	providing	provide	VERB
cana-4625	267	13	the	the	DET
cana-4625	267	14	symptoms	symptom	NOUN
cana-4625	267	15	,	,	PUNCT
cana-4625	267	16	which	which	PRON
cana-4625	267	17	will	will	AUX
cana-4625	267	18	then	then	ADV
cana-4625	267	19	be	be	AUX
cana-4625	267	20	analyzed	analyze	VERB
cana-4625	267	21	by	by	ADP
cana-4625	267	22	ml	ml	PROPN
cana-4625	267	23	(	(	PUNCT
cana-4625	267	24	dt	dt	NOUN
cana-4625	267	25	-	-	PUNCT
cana-4625	267	26	algorithm	algorithm	NOUN
cana-4625	267	27	)	)	PUNCT
cana-4625	267	28	,	,	PUNCT
cana-4625	267	29	which	which	PRON
cana-4625	267	30	will	will	AUX
cana-4625	267	31	then	then	ADV
cana-4625	267	32	supply	supply	VERB
cana-4625	267	33	the	the	DET
cana-4625	267	34	detailed	detailed	ADJ
cana-4625	267	35	condition	condition	NOUN
cana-4625	267	36	along	along	ADP
cana-4625	267	37	with	with	ADP
cana-4625	267	38	the	the	DET
cana-4625	267	39	information	information	NOUN
cana-4625	267	40	about	about	ADP
cana-4625	267	41	the	the	DET
cana-4625	267	42	specialist	specialist	ADJ
cana-4625	267	43	doctor	doctor	NOUN
cana-4625	267	44	who	who	PRON
cana-4625	267	45	is	be	AUX
cana-4625	267	46	expert	expert	ADJ
cana-4625	267	47	in	in	ADP
cana-4625	267	48	their	their	PRON
cana-4625	267	49	field	field	NOUN
cana-4625	267	50	.	.	PUNCT
cana-4625	268	1	the	the	DET
cana-4625	268	2	process	process	NOUN
cana-4625	268	3	of	of	ADP
cana-4625	268	4	information	information	NOUN
cana-4625	268	5	is	be	AUX
cana-4625	268	6	depicted	depict	VERB
cana-4625	268	7	in	in	ADP
cana-4625	268	8	figure	figure	NOUN
cana-4625	268	9	6	6	NUM
cana-4625	268	10	and	and	CCONJ
cana-4625	268	11	figure	figure	VERB
cana-4625	268	12	7	7	NUM
cana-4625	268	13	.	.	PUNCT
cana-4625	268	14	figure	figure	NOUN
cana-4625	268	15	6symptoms	6symptoms	NUM
cana-4625	268	16	selectionin	selectionin	ADJ
cana-4625	268	17	proposed	propose	VERB
cana-4625	268	18	chs	chs	NOUN
cana-4625	268	19	communications	communication	NOUN
cana-4625	268	20	on	on	ADP
cana-4625	268	21	applied	apply	VERB
cana-4625	268	22	nonlinear	nonlinear	ADJ
cana-4625	268	23	analysis	analysis	NOUN
cana-4625	268	24	issn	issn	NOUN
cana-4625	268	25	:	:	PUNCT
cana-4625	268	26	1074	1074	NUM
cana-4625	268	27	-	-	PUNCT
cana-4625	268	28	133x	133x	NUM
cana-4625	268	29	vol	vol	NOUN
cana-4625	268	30	32	32	NUM
cana-4625	268	31	no	no	NOUN
cana-4625	268	32	.	.	PUNCT
cana-4625	269	1	9s	9s	NUM
cana-4625	269	2	(	(	PUNCT
cana-4625	269	3	2025	2025	NUM
cana-4625	269	4	)	)	PUNCT
cana-4625	269	5	3105	3105	NUM
cana-4625	270	1	https://internationalpubls.com	https://internationalpubls.com	X
cana-4625	270	2	figure	figure	NOUN
cana-4625	270	3	7diseases	7disease	NOUN
cana-4625	270	4	and	and	CCONJ
cana-4625	270	5	specialist	specialist	ADJ
cana-4625	270	6	info	info	NOUN
cana-4625	270	7	it	it	PRON
cana-4625	270	8	is	be	AUX
cana-4625	270	9	necessary	necessary	ADJ
cana-4625	270	10	to	to	PART
cana-4625	270	11	administer	administer	VERB
cana-4625	270	12	vaccinations	vaccination	NOUN
cana-4625	270	13	to	to	ADP
cana-4625	270	14	every	every	DET
cana-4625	270	15	child	child	NOUN
cana-4625	270	16	up	up	ADP
cana-4625	270	17	until	until	ADP
cana-4625	270	18	the	the	DET
cana-4625	270	19	age	age	NOUN
cana-4625	270	20	of	of	ADP
cana-4625	270	21	10	10	NUM
cana-4625	270	22	in	in	ADP
cana-4625	270	23	order	order	NOUN
cana-4625	270	24	to	to	PART
cana-4625	270	25	safeguard	safeguard	VERB
cana-4625	270	26	the	the	DET
cana-4625	270	27	youngster	youngster	NOUN
cana-4625	270	28	against	against	ADP
cana-4625	270	29	various	various	ADJ
cana-4625	270	30	diseases	disease	NOUN
cana-4625	270	31	.	.	PUNCT
cana-4625	271	1	additionally	additionally	ADV
cana-4625	271	2	,	,	PUNCT
cana-4625	271	3	this	this	DET
cana-4625	271	4	chs	chs	NOUN
cana-4625	271	5	system	system	NOUN
cana-4625	271	6	sends	send	VERB
cana-4625	271	7	immunization	immunization	NOUN
cana-4625	271	8	reminders	reminder	NOUN
cana-4625	271	9	to	to	ADP
cana-4625	271	10	the	the	DET
cana-4625	271	11	patients	patient	NOUN
cana-4625	271	12	who	who	PRON
cana-4625	271	13	have	have	AUX
cana-4625	271	14	enrolled	enrol	VERB
cana-4625	271	15	at	at	ADP
cana-4625	271	16	the	the	DET
cana-4625	271	17	facility	facility	NOUN
cana-4625	271	18	.	.	PUNCT
cana-4625	272	1	in	in	ADP
cana-4625	272	2	accordance	accordance	NOUN
cana-4625	272	3	with	with	ADP
cana-4625	272	4	the	the	DET
cana-4625	272	5	date	date	NOUN
cana-4625	272	6	of	of	ADP
cana-4625	272	7	birth	birth	NOUN
cana-4625	272	8	(	(	PUNCT
cana-4625	272	9	dob	dob	PROPN
cana-4625	272	10	)	)	PUNCT
cana-4625	272	11	that	that	PRON
cana-4625	272	12	was	be	AUX
cana-4625	272	13	input	input	NOUN
cana-4625	272	14	,	,	PUNCT
cana-4625	272	15	vaccine	vaccine	NOUN
cana-4625	272	16	information	information	NOUN
cana-4625	272	17	is	be	AUX
cana-4625	272	18	delivered	deliver	VERB
cana-4625	272	19	to	to	ADP
cana-4625	272	20	the	the	DET
cana-4625	272	21	mobile	mobile	ADJ
cana-4625	272	22	devices	device	NOUN
cana-4625	272	23	of	of	ADP
cana-4625	272	24	the	the	DET
cana-4625	272	25	wards	ward	NOUN
cana-4625	272	26	.	.	PUNCT
cana-4625	273	1	additionally	additionally	ADV
cana-4625	273	2	,	,	PUNCT
cana-4625	273	3	the	the	DET
cana-4625	273	4	parents	parent	NOUN
cana-4625	273	5	are	be	AUX
cana-4625	273	6	required	require	VERB
cana-4625	273	7	to	to	PART
cana-4625	273	8	take	take	VERB
cana-4625	273	9	updates	update	NOUN
cana-4625	273	10	for	for	ADP
cana-4625	273	11	the	the	DET
cana-4625	273	12	same	same	ADJ
cana-4625	273	13	reasons	reason	NOUN
cana-4625	273	14	that	that	PRON
cana-4625	273	15	will	will	AUX
cana-4625	273	16	be	be	AUX
cana-4625	273	17	logged	log	VERB
cana-4625	273	18	for	for	ADP
cana-4625	273	19	future	future	ADJ
cana-4625	273	20	vaccination	vaccination	NOUN
cana-4625	273	21	notifications	notification	NOUN
cana-4625	273	22	.	.	PUNCT
cana-4625	274	1	the	the	DET
cana-4625	274	2	communication	communication	NOUN
cana-4625	274	3	that	that	PRON
cana-4625	274	4	was	be	AUX
cana-4625	274	5	sent	send	VERB
cana-4625	274	6	to	to	ADP
cana-4625	274	7	the	the	DET
cana-4625	274	8	parents	parent	NOUN
cana-4625	274	9	illustrated	illustrate	VERB
cana-4625	274	10	in	in	ADP
cana-4625	274	11	figure	figure	NOUN
cana-4625	274	12	8	8	NUM
cana-4625	274	13	.	.	PUNCT
cana-4625	274	14	figure	figure	VERB
cana-4625	274	15	8vaccination	8vaccination	NOUN
cana-4625	274	16	reminder	reminder	NOUN
cana-4625	274	17	to	to	ADP
cana-4625	274	18	parents	parent	NOUN
cana-4625	274	19	5	5	NUM
cana-4625	274	20	.	.	PUNCT
cana-4625	274	21	conclusion	conclusion	NOUN
cana-4625	274	22	through	through	ADP
cana-4625	274	23	the	the	DET
cana-4625	274	24	application	application	NOUN
cana-4625	274	25	of	of	ADP
cana-4625	274	26	machine	machine	NOUN
cana-4625	274	27	learning	learning	NOUN
cana-4625	274	28	(	(	PUNCT
cana-4625	274	29	ml	ml	NOUN
cana-4625	274	30	)	)	PUNCT
cana-4625	274	31	,	,	PUNCT
cana-4625	274	32	that	that	PRON
cana-4625	274	33	is	be	AUX
cana-4625	274	34	already	already	ADV
cana-4625	274	35	being	be	AUX
cana-4625	274	36	utilized	utilize	VERB
cana-4625	274	37	in	in	ADP
cana-4625	274	38	fields	field	NOUN
cana-4625	274	39	such	such	ADJ
cana-4625	274	40	as	as	ADP
cana-4625	274	41	surgical	surgical	ADJ
cana-4625	274	42	procedures	procedure	NOUN
cana-4625	274	43	and	and	CCONJ
cana-4625	274	44	medical	medical	ADJ
cana-4625	274	45	imaging	imaging	NOUN
cana-4625	274	46	,	,	PUNCT
cana-4625	274	47	robotics	robotic	NOUN
cana-4625	274	48	already	already	ADV
cana-4625	274	49	carry	carry	VERB
cana-4625	274	50	out	out	ADP
cana-4625	274	51	duties	duty	NOUN
cana-4625	274	52	in	in	ADP
cana-4625	274	53	the	the	DET
cana-4625	274	54	medical	medical	ADJ
cana-4625	274	55	field	field	NOUN
cana-4625	274	56	that	that	PRON
cana-4625	274	57	are	be	AUX
cana-4625	274	58	both	both	ADV
cana-4625	274	59	important	important	ADJ
cana-4625	274	60	and	and	CCONJ
cana-4625	274	61	time	time	NOUN
cana-4625	274	62	-	-	PUNCT
cana-4625	274	63	consuming	consume	VERB
cana-4625	274	64	.	.	PUNCT
cana-4625	275	1	currently	currently	ADV
cana-4625	275	2	,	,	PUNCT
cana-4625	275	3	it	it	PRON
cana-4625	275	4	is	be	AUX
cana-4625	275	5	employed	employ	VERB
cana-4625	275	6	on	on	ADP
cana-4625	275	7	a	a	DET
cana-4625	275	8	regular	regular	ADJ
cana-4625	275	9	basis	basis	NOUN
cana-4625	275	10	in	in	ADP
cana-4625	275	11	the	the	DET
cana-4625	275	12	process	process	NOUN
cana-4625	275	13	of	of	ADP
cana-4625	275	14	diagnosing	diagnose	VERB
cana-4625	275	15	ailments	ailment	NOUN
cana-4625	275	16	and	and	CCONJ
cana-4625	275	17	discovering	discover	VERB
cana-4625	275	18	various	various	ADJ
cana-4625	275	19	new	new	ADJ
cana-4625	275	20	drugs	drug	NOUN
cana-4625	275	21	.	.	PUNCT
cana-4625	276	1	it	it	PRON
cana-4625	276	2	is	be	AUX
cana-4625	276	3	generally	generally	ADV
cana-4625	276	4	agreed	agree	VERB
cana-4625	276	5	that	that	SCONJ
cana-4625	276	6	healthcare	healthcare	PROPN
cana-4625	276	7	data	data	NOUN
cana-4625	276	8	is	be	AUX
cana-4625	276	9	the	the	DET
cana-4625	276	10	most	most	ADV
cana-4625	276	11	significant	significant	ADJ
cana-4625	276	12	aspect	aspect	NOUN
cana-4625	276	13	that	that	PRON
cana-4625	276	14	contributes	contribute	VERB
cana-4625	276	15	to	to	ADP
cana-4625	276	16	healthcare	healthcare	NOUN
cana-4625	276	17	systems	system	NOUN
cana-4625	276	18	.	.	PUNCT
cana-4625	277	1	similar	similar	ADJ
cana-4625	277	2	to	to	ADP
cana-4625	277	3	the	the	DET
cana-4625	277	4	applications	application	NOUN
cana-4625	277	5	that	that	PRON
cana-4625	277	6	are	be	AUX
cana-4625	277	7	communications	communication	NOUN
cana-4625	277	8	on	on	ADP
cana-4625	277	9	applied	apply	VERB
cana-4625	277	10	nonlinear	nonlinear	ADJ
cana-4625	277	11	analysis	analysis	NOUN
cana-4625	277	12	issn	issn	NOUN
cana-4625	277	13	:	:	PUNCT
cana-4625	277	14	1074	1074	NUM
cana-4625	277	15	-	-	PUNCT
cana-4625	277	16	133x	133x	NUM
cana-4625	277	17	vol	vol	NOUN
cana-4625	277	18	32	32	NUM
cana-4625	278	1	no	no	NOUN
cana-4625	278	2	.	.	PUNCT
cana-4625	279	1	9s	9s	NUM
cana-4625	279	2	(	(	PUNCT
cana-4625	279	3	2025	2025	NUM
cana-4625	279	4	)	)	PUNCT
cana-4625	279	5	3106	3106	NUM
cana-4625	279	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-4625	279	7	currently	currently	ADV
cana-4625	279	8	being	be	AUX
cana-4625	279	9	used	use	VERB
cana-4625	279	10	in	in	ADP
cana-4625	279	11	healthcare	healthcare	NOUN
cana-4625	279	12	and	and	CCONJ
cana-4625	279	13	medical	medical	ADJ
cana-4625	279	14	subfields	subfield	NOUN
cana-4625	279	15	,	,	PUNCT
cana-4625	279	16	there	there	PRON
cana-4625	279	17	is	be	VERB
cana-4625	279	18	a	a	DET
cana-4625	279	19	tremendous	tremendous	ADJ
cana-4625	279	20	potential	potential	NOUN
cana-4625	279	21	for	for	ADP
cana-4625	279	22	machine	machine	NOUN
cana-4625	279	23	learning(ml	learning(ml	NOUN
cana-4625	279	24	)	)	PUNCT
cana-4625	279	25	in	in	ADP
cana-4625	279	26	this	this	DET
cana-4625	279	27	industry	industry	NOUN
cana-4625	279	28	to	to	PART
cana-4625	279	29	contribute	contribute	VERB
cana-4625	279	30	to	to	ADP
cana-4625	279	31	making	make	VERB
cana-4625	279	32	the	the	DET
cana-4625	279	33	process	process	NOUN
cana-4625	279	34	of	of	ADP
cana-4625	279	35	providing	provide	VERB
cana-4625	279	36	medical	medical	ADJ
cana-4625	279	37	care	care	NOUN
cana-4625	279	38	and	and	CCONJ
cana-4625	279	39	treatment	treatment	NOUN
cana-4625	279	40	more	more	ADV
cana-4625	279	41	effective	effective	ADJ
cana-4625	279	42	and	and	CCONJ
cana-4625	279	43	trouble	trouble	NOUN
cana-4625	279	44	-	-	PUNCT
cana-4625	279	45	free	free	ADJ
cana-4625	279	46	,	,	PUNCT
cana-4625	279	47	while	while	SCONJ
cana-4625	279	48	also	also	ADV
cana-4625	279	49	improving	improve	VERB
cana-4625	279	50	the	the	DET
cana-4625	279	51	predictions	prediction	NOUN
cana-4625	279	52	that	that	PRON
cana-4625	279	53	are	be	AUX
cana-4625	279	54	made	make	VERB
cana-4625	279	55	by	by	ADP
cana-4625	279	56	machine	machine	NOUN
cana-4625	279	57	learning	learning	NOUN
cana-4625	279	58	models	model	NOUN
cana-4625	279	59	with	with	ADP
cana-4625	279	60	higher	high	ADJ
cana-4625	279	61	levels	level	NOUN
cana-4625	279	62	of	of	ADP
cana-4625	279	63	accuracy	accuracy	NOUN
cana-4625	279	64	,	,	PUNCT
cana-4625	279	65	which	which	PRON
cana-4625	279	66	will	will	AUX
cana-4625	279	67	assist	assist	VERB
cana-4625	279	68	physicians	physician	NOUN
cana-4625	279	69	in	in	ADP
cana-4625	279	70	making	make	VERB
cana-4625	279	71	decisions	decision	NOUN
cana-4625	279	72	more	more	ADV
cana-4625	279	73	quickly	quickly	ADV
cana-4625	279	74	.	.	PUNCT
cana-4625	280	1	in	in	ADP
cana-4625	280	2	order	order	NOUN
cana-4625	280	3	to	to	PART
cana-4625	280	4	construct	construct	VERB
cana-4625	280	5	the	the	DET
cana-4625	280	6	statistical	statistical	ADJ
cana-4625	280	7	data	datum	NOUN
cana-4625	280	8	analysis	analysis	NOUN
cana-4625	280	9	design	design	NOUN
cana-4625	280	10	over	over	ADP
cana-4625	280	11	the	the	DET
cana-4625	280	12	child	child	NOUN
cana-4625	280	13	healthcare	healthcare	PROPN
cana-4625	280	14	systems	system	NOUN
cana-4625	280	15	,	,	PUNCT
cana-4625	280	16	we	we	PRON
cana-4625	280	17	have	have	AUX
cana-4625	280	18	identified	identify	VERB
cana-4625	280	19	the	the	DET
cana-4625	280	20	illness	illness	NOUN
cana-4625	280	21	based	base	VERB
cana-4625	280	22	on	on	ADP
cana-4625	280	23	the	the	DET
cana-4625	280	24	symptoms	symptom	NOUN
cana-4625	280	25	that	that	SCONJ
cana-4625	280	26	the	the	DET
cana-4625	280	27	child	child	NOUN
cana-4625	280	28	is	be	AUX
cana-4625	280	29	experiencing	experience	VERB
cana-4625	280	30	and	and	CCONJ
cana-4625	280	31	provided	provide	VERB
cana-4625	280	32	the	the	DET
cana-4625	280	33	parents	parent	NOUN
cana-4625	280	34	with	with	ADP
cana-4625	280	35	information	information	NOUN
cana-4625	280	36	regarding	regard	VERB
cana-4625	280	37	their	their	PRON
cana-4625	280	38	child	child	NOUN
cana-4625	280	39	's	's	PART
cana-4625	280	40	medical	medical	ADJ
cana-4625	280	41	condition	condition	NOUN
cana-4625	280	42	.	.	PUNCT
cana-4625	281	1	the	the	DET
cana-4625	281	2	parents	parent	NOUN
cana-4625	281	3	of	of	ADP
cana-4625	281	4	the	the	DET
cana-4625	281	5	kid	kid	NOUN
cana-4625	281	6	are	be	AUX
cana-4625	281	7	also	also	ADV
cana-4625	281	8	provided	provide	VERB
cana-4625	281	9	with	with	ADP
cana-4625	281	10	information	information	NOUN
cana-4625	281	11	regarding	regard	VERB
cana-4625	281	12	vaccinations	vaccination	NOUN
cana-4625	281	13	.	.	PUNCT
cana-4625	282	1	references	reference	NOUN
cana-4625	282	2	[	[	X
cana-4625	282	3	1	1	NUM
cana-4625	282	4	]	]	PUNCT
cana-4625	282	5	liyakat	liyakat	NOUN
cana-4625	282	6	,	,	PUNCT
cana-4625	282	7	k.k.s	k.k.	NOUN
cana-4625	282	8	.	.	PUNCT
cana-4625	282	9	(	(	PUNCT
cana-4625	282	10	2024	2024	NUM
cana-4625	282	11	)	)	PUNCT
cana-4625	282	12	.	.	PUNCT
cana-4625	283	1	machine	machine	NOUN
cana-4625	283	2	learning	learn	VERB
cana-4625	283	3	approach	approach	NOUN
cana-4625	283	4	using	use	VERB
cana-4625	283	5	artificial	artificial	ADJ
cana-4625	283	6	neural	neural	ADJ
cana-4625	283	7	networks	network	NOUN
cana-4625	283	8	to	to	PART
cana-4625	283	9	detect	detect	VERB
cana-4625	283	10	malicious	malicious	ADJ
cana-4625	283	11	nodes	node	NOUN
cana-4625	283	12	in	in	ADP
cana-4625	283	13	iot	iot	ADJ
cana-4625	283	14	networks	network	NOUN
cana-4625	283	15	.	.	PUNCT
cana-4625	284	1	in	in	ADP
cana-4625	284	2	:	:	PUNCT
cana-4625	284	3	udgata	udgata	PROPN
cana-4625	284	4	,	,	PUNCT
cana-4625	284	5	s.k	s.k	PROPN
cana-4625	284	6	.	.	PROPN
cana-4625	284	7	,	,	PUNCT
cana-4625	284	8	sethi	sethi	PROPN
cana-4625	284	9	,	,	PUNCT
cana-4625	284	10	s.	s.	PROPN
cana-4625	284	11	,	,	PUNCT
cana-4625	284	12	gao	gao	PROPN
cana-4625	284	13	,	,	PUNCT
cana-4625	284	14	xz	xz	PROPN
cana-4625	284	15	.	.	PUNCT
cana-4625	285	1	(	(	PUNCT
cana-4625	285	2	eds	ed	NOUN
cana-4625	285	3	)	)	PUNCT
cana-4625	285	4	intelligent	intelligent	ADJ
cana-4625	285	5	systems	system	NOUN
cana-4625	285	6	.	.	PUNCT
cana-4625	286	1	icmib	icmib	ADP
cana-4625	286	2	2023	2023	NUM
cana-4625	286	3	.	.	PUNCT
cana-4625	287	1	lecture	lecture	NOUN
cana-4625	287	2	notes	note	NOUN
cana-4625	287	3	in	in	ADP
cana-4625	287	4	networks	network	NOUN
cana-4625	287	5	and	and	CCONJ
cana-4625	287	6	systems	system	NOUN
cana-4625	287	7	,	,	PUNCT
cana-4625	287	8	vol	vol	NOUN
cana-4625	287	9	728	728	NUM
cana-4625	287	10	.	.	PUNCT
cana-4625	288	1	springer	springer	NOUN
cana-4625	288	2	,	,	PUNCT
cana-4625	288	3	singapore.https://doi.org/10.1007/978-981-99-3932-9_12	singapore.https://doi.org/10.1007/978-981-99-3932-9_12	NOUN
cana-4625	288	4	available	available	ADJ
cana-4625	288	5	at	at	ADP
cana-4625	288	6	:	:	PUNCT
cana-4625	288	7	https://link.springer.com/chapter/10.1007/978-981-99-3932-9_12	https://link.springer.com/chapter/10.1007/978-981-99-3932-9_12	X
cana-4625	289	1	[	[	X
cana-4625	289	2	2	2	NUM
cana-4625	289	3	]	]	PUNCT
cana-4625	289	4	m	m	VERB
cana-4625	289	5	pradeepa	pradeepa	NOUN
cana-4625	289	6	,	,	PUNCT
cana-4625	289	7	et	et	PROPN
cana-4625	289	8	al	al	PROPN
cana-4625	289	9	.	.	PROPN
cana-4625	290	1	(	(	PUNCT
cana-4625	290	2	2022	2022	NUM
cana-4625	290	3	)	)	PUNCT
cana-4625	290	4	.	.	PUNCT
cana-4625	291	1	student	student	NOUN
cana-4625	291	2	health	health	NOUN
cana-4625	291	3	detection	detection	NOUN
cana-4625	291	4	using	use	VERB
cana-4625	291	5	a	a	DET
cana-4625	291	6	machine	machine	NOUN
cana-4625	291	7	learning	learn	VERB
cana-4625	291	8	approach	approach	NOUN
cana-4625	291	9	and	and	CCONJ
cana-4625	291	10	iot	iot	NOUN
cana-4625	291	11	,	,	PUNCT
cana-4625	291	12	2022	2022	NUM
cana-4625	291	13	ieee	ieee	NOUN
cana-4625	291	14	2nd	2nd	PROPN
cana-4625	291	15	mysore	mysore	PROPN
cana-4625	291	16	sub	sub	NOUN
cana-4625	291	17	section	section	PROPN
cana-4625	291	18	international	international	ADJ
cana-4625	291	19	conference	conference	PROPN
cana-4625	291	20	(	(	PUNCT
cana-4625	291	21	mysurucon	mysurucon	NOUN
cana-4625	291	22	)	)	PUNCT
cana-4625	291	23	,	,	PUNCT
cana-4625	291	24	2022	2022	NUM
cana-4625	291	25	.	.	PUNCT
cana-4625	292	1	[	[	X
cana-4625	292	2	3	3	X
cana-4625	292	3	]	]	PUNCT
cana-4625	292	4	k.	k.	PROPN
cana-4625	292	5	k.	k.	PROPN
cana-4625	292	6	s.	s.	PROPN
cana-4625	292	7	liyakat	liyakat	PROPN
cana-4625	292	8	.	.	PUNCT
cana-4625	293	1	(	(	PUNCT
cana-4625	293	2	2023).detecting	2023).detecte	VERB
cana-4625	293	3	malicious	malicious	ADJ
cana-4625	293	4	nodes	node	NOUN
cana-4625	293	5	in	in	ADP
cana-4625	293	6	iot	iot	ADJ
cana-4625	293	7	networks	network	NOUN
cana-4625	293	8	using	use	VERB
cana-4625	293	9	machine	machine	NOUN
cana-4625	293	10	learning	learning	NOUN
cana-4625	293	11	and	and	CCONJ
cana-4625	293	12	artificial	artificial	ADJ
cana-4625	293	13	neural	neural	ADJ
cana-4625	293	14	networks	network	NOUN
cana-4625	293	15	,	,	PUNCT
cana-4625	293	16	2023	2023	NUM
cana-4625	293	17	international	international	ADJ
cana-4625	293	18	conference	conference	NOUN
cana-4625	293	19	on	on	ADP
cana-4625	293	20	emerging	emerge	VERB
cana-4625	293	21	smart	smart	ADJ
cana-4625	293	22	computing	computing	NOUN
cana-4625	293	23	and	and	CCONJ
cana-4625	293	24	informatics	informatics	PROPN
cana-4625	293	25	(	(	PUNCT
cana-4625	293	26	esci	esci	PROPN
cana-4625	293	27	)	)	PUNCT
cana-4625	293	28	,	,	PUNCT
cana-4625	293	29	pune	pune	NOUN
cana-4625	293	30	,	,	PUNCT
cana-4625	293	31	india	india	PROPN
cana-4625	293	32	,	,	PUNCT
cana-4625	293	33	2023	2023	NUM
cana-4625	293	34	,	,	PUNCT
cana-4625	293	35	pp	pp	ADJ
cana-4625	293	36	.	.	PUNCT
cana-4625	294	1	1	1	NUM
cana-4625	294	2	-	-	SYM
cana-4625	294	3	5	5	NUM
cana-4625	294	4	,	,	PUNCT
cana-4625	294	5	doi	doi	NOUN
cana-4625	294	6	:	:	PUNCT
cana-4625	294	7	10.1109	10.1109	NUM
cana-4625	294	8	/	/	SYM
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cana-4625	296	2	2023	2023	NUM
cana-4625	296	3	)	)	PUNCT
cana-4625	296	4	.	.	PUNCT
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cana-4625	297	11	in	in	ADP
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cana-4625	297	40	.	.	PUNCT
cana-4625	298	1	1661	1661	NUM
cana-4625	298	2	-	-	SYM
cana-4625	298	3	1665	1665	NUM
cana-4625	298	4	,	,	PUNCT
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cana-4625	298	11	5	5	NUM
cana-4625	298	12	]	]	PUNCT
cana-4625	298	13	liyakat	liyakat	NOUN
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cana-4625	298	17	(	(	PUNCT
cana-4625	298	18	2023	2023	NUM
cana-4625	298	19	)	)	PUNCT
cana-4625	298	20	.	.	PUNCT
cana-4625	299	1	machine	machine	NOUN
cana-4625	299	2	learning	learn	VERB
cana-4625	299	3	approach	approach	NOUN
cana-4625	299	4	using	use	VERB
cana-4625	299	5	artificial	artificial	ADJ
cana-4625	299	6	neural	neural	ADJ
cana-4625	299	7	networks	network	NOUN
cana-4625	299	8	to	to	PART
cana-4625	299	9	detect	detect	VERB
cana-4625	299	10	malicious	malicious	ADJ
cana-4625	299	11	nodes	node	NOUN
cana-4625	299	12	in	in	ADP
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cana-4625	299	15	.	.	PUNCT
cana-4625	300	1	in	in	ADP
cana-4625	300	2	:	:	PUNCT
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cana-4625	300	4	,	,	PUNCT
cana-4625	300	5	p.k	p.k	PROPN
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cana-4625	300	11	,	,	PUNCT
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cana-4625	300	13	,	,	PUNCT
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cana-4625	300	15	(	(	PUNCT
cana-4625	300	16	eds	eds	PROPN
cana-4625	300	17	)	)	PUNCT
cana-4625	300	18	computer	computer	NOUN
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cana-4625	300	20	and	and	CCONJ
cana-4625	300	21	robotics	robotic	NOUN
cana-4625	300	22	.	.	PUNCT
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cana-4625	301	3	.	.	PUNCT
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cana-4625	302	5	.	.	PUNCT
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cana-4625	303	2	,	,	PUNCT
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cana-4625	304	2	6	6	NUM
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cana-4625	304	8	(	(	PUNCT
cana-4625	304	9	2024b	2024b	NUM
cana-4625	304	10	)	)	PUNCT
cana-4625	304	11	.	.	PUNCT
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cana-4625	305	6	(	(	PUNCT
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cana-4625	305	13	sector	sector	NOUN
cana-4625	305	14	.	.	PUNCT
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cana-4625	307	2	-	-	SYM
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cana-4625	309	3	7	7	X
cana-4625	309	4	]	]	X
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cana-4625	309	6	,	,	PUNCT
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cana-4625	309	8	(	(	PUNCT
cana-4625	309	9	2024a	2024a	NUM
cana-4625	309	10	)	)	PUNCT
cana-4625	309	11	.	.	PUNCT
cana-4625	310	1	ai	ai	VERB
cana-4625	310	2	-	-	PUNCT
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cana-4625	310	5	(	(	PUNCT
cana-4625	310	6	aiiot	aiiot	NOUN
cana-4625	310	7	)	)	PUNCT
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cana-4625	311	26	77101	77101	NUM
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cana-4625	313	14	)	)	PUNCT
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cana-4625	314	13	hev	hev	VERB
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cana-4625	316	5	3107	3107	NUM
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cana-4625	318	3	320	320	NUM
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cana-4625	321	21	(	(	PUNCT
cana-4625	321	22	pp	pp	ADJ
cana-4625	321	23	.	.	PUNCT
cana-4625	322	1	112	112	NUM
cana-4625	322	2	-	-	SYM
cana-4625	322	3	135	135	NUM
cana-4625	322	4	)	)	PUNCT
cana-4625	322	5	.	.	PUNCT
cana-4625	323	1	igi	igi	PROPN
cana-4625	323	2	global	global	PROPN
cana-4625	323	3	.	.	PUNCT
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cana-4625	324	3	at	at	ADP
cana-4625	324	4	:	:	PUNCT
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cana-4625	324	7	10	10	NUM
cana-4625	324	8	]	]	X
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cana-4625	324	10	k	k	PROPN
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cana-4625	324	13	2024	2024	NUM
cana-4625	324	14	)	)	PUNCT
cana-4625	324	15	.	.	PUNCT
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cana-4625	325	3	for	for	ADP
cana-4625	325	4	predicting	predict	VERB
cana-4625	325	5	wind	wind	NOUN
cana-4625	325	6	turbine	turbine	NOUN
cana-4625	325	7	output	output	NOUN
cana-4625	325	8	power	power	NOUN
cana-4625	325	9	in	in	ADP
cana-4625	325	10	wind	wind	NOUN
cana-4625	325	11	energy	energy	NOUN
cana-4625	325	12	conversion	conversion	NOUN
cana-4625	325	13	systems	system	NOUN
cana-4625	325	14	,	,	PUNCT
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cana-4625	325	16	international	international	PROPN
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cana-4625	325	20	and	and	CCONJ
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cana-4625	325	22	,	,	PUNCT
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cana-4625	325	28	,	,	PUNCT
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cana-4625	325	32	pp	pp	ADJ
cana-4625	325	33	.	.	PUNCT
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cana-4625	325	35	-	-	SYM
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cana-4625	325	37	.	.	PUNCT
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cana-4625	326	2	i	i	PROPN
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cana-4625	329	3	)	)	PUNCT
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cana-4625	330	10	(	(	PUNCT
cana-4625	330	11	hhs	hhs	NOUN
cana-4625	330	12	)	)	PUNCT
cana-4625	330	13	using	use	VERB
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cana-4625	330	16	,	,	PUNCT
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cana-4625	330	23	,	,	PUNCT
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cana-4625	330	29	-2	-2	INTJ
cana-4625	330	30	,	,	PUNCT
cana-4625	330	31	page	page	NOUN
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cana-4625	330	33	.	.	PUNCT
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cana-4625	331	2	12	12	NUM
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cana-4625	331	17	s.	s.	PROPN
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cana-4625	334	2	-	-	SYM
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cana-4625	334	4	,	,	PUNCT
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cana-4625	335	13	(	(	PUNCT
cana-4625	335	14	2024	2024	NUM
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cana-4625	335	16	.	.	PUNCT
cana-4625	336	1	explainable	explainable	ADJ
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cana-4625	336	5	.	.	PUNCT
cana-4625	337	1	in	in	ADP
cana-4625	337	2	:	:	PUNCT
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cana-4625	338	4	-	-	SYM
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cana-4625	338	6	-	-	PUNCT
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cana-4625	338	8	-	-	PUNCT
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cana-4625	338	10	-	-	SYM
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cana-4625	340	1	in	in	ADP
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cana-4625	341	5	.	.	PUNCT
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cana-4625	345	2	-	-	SYM
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cana-4625	345	4	,	,	PUNCT
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cana-4625	346	23	-	-	PUNCT
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cana-4625	348	1	9s	9s	NUM
cana-4625	348	2	(	(	PUNCT
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cana-4625	348	4	)	)	PUNCT
cana-4625	348	5	3108	3108	NUM
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cana-4625	349	3	]	]	PUNCT
cana-4625	349	4	k.	k.	PROPN
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cana-4625	349	12	2024	2024	NUM
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cana-4625	350	2	in	in	ADP
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cana-4625	350	4	-	-	PUNCT
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cana-4625	350	8	it	it	PRON
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cana-4625	350	11	,	,	PUNCT
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cana-4625	350	16	management	management	NOUN
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cana-4625	350	18	,	,	PUNCT
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cana-4625	350	24	,	,	PUNCT
cana-4625	350	25	may	may	AUX
cana-4625	350	26	2024	2024	NUM
cana-4625	350	27	,	,	PUNCT
cana-4625	350	28	100496	100496	NUM
cana-4625	350	29	.	.	PUNCT
cana-4625	351	1	https://doi.org/10.1016/j.hitech.2024.100496	https://doi.org/10.1016/j.hitech.2024.100496	NOUN
cana-4625	351	2	[	[	X
cana-4625	351	3	17	17	NUM
cana-4625	351	4	]	]	X
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cana-4625	351	10	,	,	PUNCT
cana-4625	351	11	ganesh	ganesh	PROPN
cana-4625	351	12	b.	b.	PROPN
cana-4625	351	13	birajadar	birajadar	PROPN
cana-4625	351	14	,	,	PUNCT
cana-4625	351	15	altaf	altaf	PROPN
cana-4625	351	16	o.	o.	PROPN
cana-4625	351	17	mulani	mulani	PROPN
cana-4625	351	18	,	,	PUNCT
cana-4625	351	19	(	(	PUNCT
cana-4625	351	20	2024	2024	NUM
cana-4625	351	21	)	)	PUNCT
cana-4625	351	22	.	.	PUNCT
cana-4625	352	1	internet	internet	NOUN
cana-4625	352	2	of	of	ADP
cana-4625	352	3	robotic	robotic	ADJ
cana-4625	352	4	things	thing	NOUN
cana-4625	352	5	in	in	ADP
cana-4625	352	6	cardiac	cardiac	ADJ
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cana-4625	352	8	:	:	PUNCT
cana-4625	352	9	an	an	DET
cana-4625	352	10	innovative	innovative	ADJ
cana-4625	352	11	approach	approach	NOUN
cana-4625	352	12	,	,	PUNCT
cana-4625	352	13	african	african	ADJ
cana-4625	352	14	journal	journal	NOUN
cana-4625	352	15	of	of	ADP
cana-4625	352	16	biological	biological	ADJ
cana-4625	352	17	sciences	science	NOUN
cana-4625	352	18	,	,	PUNCT
cana-4625	352	19	vol	vol	NOUN
cana-4625	352	20	6	6	NUM
cana-4625	352	21	,	,	PUNCT
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cana-4625	352	23	6	6	NUM
cana-4625	352	24	,	,	PUNCT
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cana-4625	352	26	.	.	PUNCT
cana-4625	353	1	709	709	NUM
cana-4625	353	2	-	-	SYM
cana-4625	353	3	725	725	NUM
cana-4625	353	4	doi	doi	NOUN
cana-4625	353	5	:	:	PUNCT
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cana-4625	353	7	/	/	SYM
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cana-4625	353	9	-	-	PUNCT
cana-4625	353	10	725	725	NUM
cana-4625	354	1	[	[	X
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cana-4625	354	3	]	]	X
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cana-4625	354	7	(	(	PUNCT
cana-4625	354	8	2024a	2024a	NUM
cana-4625	354	9	)	)	PUNCT
cana-4625	354	10	.	.	PUNCT
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cana-4625	355	3	(	(	PUNCT
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cana-4625	355	5	braille	braille	PROPN
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cana-4625	355	7	characters	character	NOUN
cana-4625	355	8	and	and	CCONJ
cana-4625	355	9	numbers	number	VERB
cana-4625	355	10	detection	detection	NOUN
cana-4625	355	11	and	and	CCONJ
cana-4625	355	12	announcement	announcement	NOUN
cana-4625	355	13	system	system	NOUN
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cana-4625	355	30	human	human	ADJ
cana-4625	355	31	-	-	PUNCT
cana-4625	355	32	computer	computer	NOUN
cana-4625	355	33	interaction	interaction	NOUN
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cana-4625	355	37	management	management	NOUN
cana-4625	355	38	,	,	PUNCT
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cana-4625	355	41	,	,	PUNCT
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cana-4625	355	44	.	.	PUNCT
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cana-4625	357	2	19	19	NUM
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cana-4625	357	5	,	,	PUNCT
cana-4625	357	6	k.	k.	PROPN
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cana-4625	357	8	(	(	PUNCT
cana-4625	357	9	2024	2024	NUM
cana-4625	357	10	)	)	PUNCT
cana-4625	357	11	.	.	PUNCT
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cana-4625	358	2	intelligence	intelligence	NOUN
cana-4625	358	3	(	(	PUNCT
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cana-4625	358	5	iot	iot	PROPN
cana-4625	358	6	(	(	PUNCT
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cana-4625	358	10	.	.	PUNCT
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cana-4625	359	20	.	.	PUNCT
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cana-4625	359	22	-	-	SYM
cana-4625	359	23	94	94	NUM
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cana-4625	359	25	.	.	PUNCT
cana-4625	360	1	igi	igi	PROPN
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cana-4625	360	3	.	.	PUNCT
cana-4625	361	1	https://doi.org/10.4018/979-8-3693-35833.ch005	https://doi.org/10.4018/979-8-3693-35833.ch005	NUM
cana-4625	362	1	[	[	X
cana-4625	362	2	20	20	NUM
cana-4625	362	3	]	]	X
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cana-4625	362	6	,	,	PUNCT
cana-4625	362	7	(	(	PUNCT
cana-4625	362	8	2024c	2024c	NUM
cana-4625	362	9	)	)	PUNCT
cana-4625	362	10	.	.	PUNCT
cana-4625	363	1	vehicle	vehicle	NOUN
cana-4625	363	2	health	health	NOUN
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cana-4625	363	21	,	,	PUNCT
cana-4625	363	22	vol	vol	NOUN
cana-4625	363	23	10	10	NUM
cana-4625	363	24	,	,	PUNCT
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cana-4625	363	27	,	,	PUNCT
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cana-4625	363	30	-	-	SYM
cana-4625	363	31	5374	5374	NUM
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cana-4625	365	2	21	21	NUM
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cana-4625	365	7	(	(	PUNCT
cana-4625	365	8	2024e	2024e	NUM
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cana-4625	365	10	.	.	PUNCT
cana-4625	366	1	a	a	DET
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cana-4625	366	22	,	,	PUNCT
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cana-4625	366	24	-	-	SYM
cana-4625	366	25	5193	5193	NUM
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cana-4625	367	1	available	available	ADJ
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cana-4625	367	3	:	:	PUNCT
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cana-4625	368	1	[	[	X
cana-4625	368	2	22	22	NUM
cana-4625	368	3	]	]	X
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cana-4625	368	7	(	(	PUNCT
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cana-4625	368	22	and	and	CCONJ
cana-4625	368	23	technology	technology	NOUN
cana-4625	368	24	,	,	PUNCT
cana-4625	368	25	vol	vol	NOUN
cana-4625	368	26	10	10	NUM
cana-4625	368	27	,	,	PUNCT
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cana-4625	368	30	,	,	PUNCT
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cana-4625	368	33	5178	5178	NUM
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cana-4625	368	35	.	.	PUNCT
cana-4625	369	1	available	available	ADJ
cana-4625	369	2	at	at	ADP
cana-4625	369	3	:	:	PUNCT
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cana-4625	370	1	[	[	X
cana-4625	370	2	23	23	NUM
cana-4625	370	3	]	]	X
cana-4625	370	4	priyamangeshnerkar	priyamangeshnerkar	NOUN
cana-4625	370	5	,	,	PUNCT
cana-4625	370	6	sunita	sunita	PROPN
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cana-4625	370	8	shinde	shinde	PROPN
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cana-4625	370	10	et	et	PROPN
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cana-4625	370	15	fresh	fresh	ADJ
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cana-4625	370	19	using	use	VERB
cana-4625	370	20	iot	iot	NOUN
cana-4625	370	21	and	and	CCONJ
cana-4625	370	22	machine	machine	NOUN
cana-4625	370	23	learning	learn	VERB
cana-4625	370	24	to	to	PART
cana-4625	370	25	improve	improve	VERB
cana-4625	370	26	food	food	NOUN
cana-4625	370	27	safety	safety	NOUN
cana-4625	370	28	and	and	CCONJ
cana-4625	370	29	quality	quality	NOUN
cana-4625	370	30	”	"	PUNCT
cana-4625	370	31	,	,	PUNCT
cana-4625	370	32	tuijinjishu	tuijinjishu	NOUN
cana-4625	370	33	/	/	SYM
cana-4625	370	34	journal	journal	NOUN
cana-4625	370	35	of	of	ADP
cana-4625	370	36	propulsion	propulsion	NOUN
cana-4625	370	37	technology	technology	NOUN
cana-4625	370	38	,	,	PUNCT
cana-4625	370	39	vol	vol	NOUN
cana-4625	370	40	.	.	PROPN
cana-4625	370	41	44	44	NUM
cana-4625	370	42	,	,	PUNCT
cana-4625	370	43	no	no	INTJ
cana-4625	370	44	.	.	NOUN
cana-4625	370	45	3	3	NUM
cana-4625	370	46	,	,	PUNCT
cana-4625	370	47	(	(	PUNCT
cana-4625	370	48	2023	2023	NUM
cana-4625	370	49	)	)	PUNCT
cana-4625	370	50	,	,	PUNCT
cana-4625	371	1	pp	pp	ADP
cana-4625	371	2	.	.	PUNCT
cana-4625	372	1	2927	2927	NUM
cana-4625	372	2	–	–	PUNCT
cana-4625	372	3	2931	2931	NUM
cana-4625	372	4	[	[	SYM
cana-4625	372	5	24	24	NUM
cana-4625	372	6	]	]	X
cana-4625	372	7	kazi	kazi	PROPN
cana-4625	372	8	sultanabanu	sultanabanu	PROPN
cana-4625	372	9	sayyad	sayyad	PROPN
cana-4625	372	10	liyakat	liyakat	PROPN
cana-4625	372	11	,	,	PUNCT
cana-4625	372	12	kazi	kazi	PROPN
cana-4625	372	13	kutubuddin	kutubuddin	PROPN
cana-4625	372	14	sayyad	sayyad	PROPN
cana-4625	372	15	liyakat	liyakat	PROPN
cana-4625	372	16	.	.	PUNCT
cana-4625	373	1	nanomedicine	nanomedicine	NOUN
cana-4625	373	2	as	as	ADP
cana-4625	373	3	a	a	DET
cana-4625	373	4	potential	potential	ADJ
cana-4625	373	5	therapeutic	therapeutic	ADJ
cana-4625	373	6	approach	approach	NOUN
cana-4625	373	7	to	to	ADP
cana-4625	373	8	covid-19	covid-19	PROPN
cana-4625	373	9	.	.	PUNCT
cana-4625	374	1	international	international	PROPN
cana-4625	374	2	journal	journal	PROPN
cana-4625	374	3	of	of	ADP
cana-4625	374	4	applied	apply	VERB
cana-4625	374	5	nanotechnology	nanotechnology	NOUN
cana-4625	374	6	.	.	PUNCT
cana-4625	375	1	2023	2023	NUM
cana-4625	375	2	;	;	PUNCT
cana-4625	375	3	9(2	9(2	NUM
cana-4625	375	4	):	):	PUNCT
cana-4625	375	5	27–35p	27–35p	NOUN
cana-4625	375	6	.	.	PUNCT
cana-4625	376	1	[	[	X
cana-4625	376	2	25	25	NUM
cana-4625	376	3	]	]	X
cana-4625	376	4	kazi	kazi	PROPN
cana-4625	376	5	kutubuddin	kutubuddin	PROPN
cana-4625	376	6	sayyad	sayyad	PROPN
cana-4625	376	7	liyakat	liyakat	PROPN
cana-4625	376	8	,	,	PUNCT
cana-4625	376	9	(	(	PUNCT
cana-4625	376	10	2023).iot	2023).iot	NUM
cana-4625	376	11	based	base	VERB
cana-4625	376	12	healthcare	healthcare	NOUN
cana-4625	376	13	monitoring	monitoring	NOUN
cana-4625	376	14	for	for	ADP
cana-4625	376	15	covid	covid	PROPN
cana-4625	376	16	subvariant	subvariant	PROPN
cana-4625	376	17	jn-1	jn-1	PROPN
cana-4625	376	18	,	,	PUNCT
cana-4625	376	19	journal	journal	NOUN
cana-4625	376	20	of	of	ADP
cana-4625	376	21	electronic	electronic	ADJ
cana-4625	376	22	design	design	NOUN
cana-4625	376	23	technology	technology	NOUN
cana-4625	376	24	,	,	PUNCT
cana-4625	376	25	vol	vol	NOUN
cana-4625	376	26	14	14	NUM
cana-4625	376	27	,	,	PUNCT
cana-4625	376	28	no	no	DET
cana-4625	376	29	3	3	NUM
cana-4625	376	30	(	(	PUNCT
cana-4625	376	31	2023	2023	NUM
cana-4625	376	32	)	)	PUNCT
cana-4625	377	1	[	[	X
cana-4625	377	2	26	26	NUM
cana-4625	377	3	]	]	X
cana-4625	377	4	kazi	kazi	PROPN
cana-4625	377	5	kutubuddin	kutubuddin	PROPN
cana-4625	377	6	sayyad	sayyad	PROPN
cana-4625	377	7	liyakat	liyakat	PROPN
cana-4625	377	8	(	(	PUNCT
cana-4625	377	9	2023).smart	2023).smart	NUM
cana-4625	377	10	motion	motion	NOUN
cana-4625	377	11	detection	detection	NOUN
cana-4625	377	12	system	system	NOUN
cana-4625	377	13	using	use	VERB
cana-4625	377	14	iot	iot	NOUN
cana-4625	377	15	:	:	PUNCT
cana-4625	377	16	a	a	DET
cana-4625	377	17	nodemcu	nodemcu	ADJ
cana-4625	377	18	and	and	CCONJ
cana-4625	377	19	blynk	blynk	NOUN
cana-4625	377	20	framework	framework	NOUN
cana-4625	377	21	,	,	PUNCT
cana-4625	377	22	journal	journal	NOUN
cana-4625	377	23	of	of	ADP
cana-4625	377	24	microelectronics	microelectronic	NOUN
cana-4625	377	25	and	and	CCONJ
cana-4625	377	26	solid	solid	ADJ
cana-4625	377	27	state	state	NOUN
cana-4625	377	28	devices	device	NOUN
cana-4625	377	29	,	,	PUNCT
cana-4625	377	30	vol	vol	NOUN
cana-4625	377	31	10	10	NUM
cana-4625	377	32	,	,	PUNCT
cana-4625	377	33	no	no	DET
cana-4625	377	34	3	3	NUM
cana-4625	377	35	(	(	PUNCT
cana-4625	377	36	2023	2023	NUM
cana-4625	377	37	)	)	PUNCT
cana-4625	377	38	https://www.sciencedirect.com/journal/the-journal-of-high-technology-management-research/vol/35/issue/1	https://www.sciencedirect.com/journal/the-journal-of-high-technology-management-research/vol/35/issue/1	NOUN
cana-4625	377	39	https://www.sciencedirect.com/journal/the-journal-of-high-technology-management-research/vol/35/issue/1	https://www.sciencedirect.com/journal/the-journal-of-high-technology-management-research/vol/35/issue/1	X
cana-4625	377	40	https://doi.org/10.1016/j.hitech.2024.100496	https://doi.org/10.1016/j.hitech.2024.100496	NOUN
cana-4625	377	41	https://www.afjbs.com/uploads/paper/db730b6a809ef94ac1ecfd37424407e3.pdf	https://www.afjbs.com/uploads/paper/db730b6a809ef94ac1ecfd37424407e3.pdf	PROPN
cana-4625	377	42	https://doi.org/10.4018/979-8-3693-3033-3.ch002	https://doi.org/10.4018/979-8-3693-3033-3.ch002	NOUN
cana-4625	377	43	https://doi.org/10.4018/979-8-3693-3583-3.ch005	https://doi.org/10.4018/979-8-3693-3583-3.ch005	PROPN
cana-4625	377	44	https://doi.org/10.4018/979-8-3693-3583-3.ch005	https://doi.org/10.4018/979-8-3693-3583-3.ch005	PROPN
cana-4625	377	45	https://thegrenze.com/index.php?display=page&view=journalabstract&absid=3371&id=8	https://thegrenze.com/index.php?display=page&view=journalabstract&absid=3371&id=8	PROPN
cana-4625	377	46	https://thegrenze.com/index.php?display=page&view=journalabstract&absid=3344&id=8	https://thegrenze.com/index.php?display=page&view=journalabstract&absid=3344&id=8	PROPN
cana-4625	377	47	https://thegrenze.com/index.php?display=page&view=journalabstract&absid=3343&id=8	https://thegrenze.com/index.php?display=page&view=journalabstract&absid=3343&id=8	PROPN
cana-4625	378	1	https://engineeringjournals.stmjournals.in/index.php/joedt/issue/view/1287	https://engineeringjournals.stmjournals.in/index.php/joedt/issue/view/1287	PROPN
cana-4625	378	2	https://engineeringjournals.stmjournals.in/index.php/jomsd/issue/view/1267	https://engineeringjournals.stmjournals.in/index.php/jomsd/issue/view/1267	PROPN
cana-4625	378	3	https://engineeringjournals.stmjournals.in/index.php/jomsd/issue/view/1267	https://engineeringjournals.stmjournals.in/index.php/jomsd/issue/view/1267	PROPN
cana-4625	378	4	communications	communication	NOUN
cana-4625	378	5	on	on	ADP
cana-4625	378	6	applied	apply	VERB
cana-4625	378	7	nonlinear	nonlinear	ADJ
cana-4625	378	8	analysis	analysis	NOUN
cana-4625	378	9	issn	issn	NOUN
cana-4625	378	10	:	:	PUNCT
cana-4625	378	11	1074	1074	NUM
cana-4625	378	12	-	-	PUNCT
cana-4625	378	13	133x	133x	NUM
cana-4625	378	14	vol	vol	NOUN
cana-4625	378	15	32	32	NUM
cana-4625	378	16	no	no	NOUN
cana-4625	378	17	.	.	PUNCT
cana-4625	379	1	9s	9s	NUM
cana-4625	379	2	(	(	PUNCT
cana-4625	379	3	2025	2025	NUM
cana-4625	379	4	)	)	PUNCT
cana-4625	379	5	3109	3109	NUM
cana-4625	379	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-4625	380	1	[	[	X
cana-4625	380	2	27	27	NUM
cana-4625	380	3	]	]	X
cana-4625	380	4	kazi	kazi	PROPN
cana-4625	380	5	kutubuddin	kutubuddin	PROPN
cana-4625	380	6	sayyad	sayyad	PROPN
cana-4625	380	7	liyakat	liyakat	PROPN
cana-4625	380	8	(	(	PUNCT
cana-4625	380	9	2024	2024	NUM
cana-4625	380	10	)	)	PUNCT
cana-4625	380	11	.	.	PUNCT
cana-4625	381	1	smart	smart	ADJ
cana-4625	381	2	agriculture	agriculture	NOUN
cana-4625	381	3	based	base	VERB
cana-4625	381	4	on	on	ADP
cana-4625	381	5	ai	ai	ADJ
cana-4625	381	6	-	-	PUNCT
cana-4625	381	7	driven	drive	VERB
cana-4625	381	8	-	-	PUNCT
cana-4625	381	9	iot(aiiot	iot(aiiot	NOUN
cana-4625	381	10	):	):	PUNCT
cana-4625	381	11	a	a	DET
cana-4625	381	12	ksk	ksk	PROPN
cana-4625	381	13	approach	approach	NOUN
cana-4625	381	14	,	,	PUNCT
cana-4625	381	15	advance	advance	NOUN
cana-4625	381	16	research	research	NOUN
cana-4625	381	17	in	in	ADP
cana-4625	381	18	communication	communication	NOUN
cana-4625	381	19	engineering	engineering	NOUN
cana-4625	381	20	and	and	CCONJ
cana-4625	381	21	its	its	PRON
cana-4625	381	22	innovations	innovation	NOUN
cana-4625	381	23	,	,	PUNCT
cana-4625	381	24	1(2	1(2	NUM
cana-4625	381	25	)	)	PUNCT
cana-4625	381	26	,	,	PUNCT
cana-4625	381	27	23	23	NUM
cana-4625	381	28	-	-	SYM
cana-4625	381	29	32	32	NUM
cana-4625	381	30	.	.	PUNCT
cana-4625	382	1	[	[	X
cana-4625	382	2	28	28	NUM
cana-4625	382	3	]	]	X
cana-4625	382	4	sultanabanu	sultanabanu	X
cana-4625	382	5	kazi	kazi	PROPN
cana-4625	382	6	,	,	PUNCT
cana-4625	382	7	mardanali	mardanali	NOUN
cana-4625	382	8	shaikh	shaikh	PROPN
cana-4625	382	9	,	,	PUNCT
cana-4625	382	10	“	"	PUNCT
cana-4625	382	11	machine	machine	NOUN
cana-4625	382	12	learning	learning	NOUN
cana-4625	382	13	in	in	ADP
cana-4625	382	14	the	the	DET
cana-4625	382	15	production	production	NOUN
cana-4625	382	16	process	process	NOUN
cana-4625	382	17	control	control	NOUN
cana-4625	382	18	of	of	ADP
cana-4625	382	19	metal	metal	NOUN
cana-4625	382	20	melting	melting	NOUN
cana-4625	382	21	”	"	PUNCT
cana-4625	382	22	journal	journal	NOUN
cana-4625	382	23	of	of	ADP
cana-4625	382	24	advancement	advancement	NOUN
cana-4625	382	25	in	in	ADP
cana-4625	382	26	machines	machine	NOUN
cana-4625	382	27	,	,	PUNCT
cana-4625	382	28	volume	volume	NOUN
cana-4625	382	29	8	8	NUM
cana-4625	382	30	issue	issue	NOUN
cana-4625	382	31	2	2	NUM
cana-4625	382	32	(	(	PUNCT
cana-4625	382	33	2023	2023	NUM
cana-4625	382	34	)	)	PUNCT
cana-4625	383	1	[	[	X
cana-4625	383	2	29	29	NUM
cana-4625	383	3	]	]	X
cana-4625	383	4	kazi	kazi	PROPN
cana-4625	383	5	k	k	PROPN
cana-4625	383	6	s	s	PROPN
cana-4625	383	7	,	,	PUNCT
cana-4625	383	8	“	"	PUNCT
cana-4625	383	9	iot	iot	ADJ
cana-4625	383	10	-	-	PUNCT
cana-4625	383	11	based	base	VERB
cana-4625	383	12	healthcare	healthcare	NOUN
cana-4625	383	13	monitoring	monitoring	NOUN
cana-4625	383	14	for	for	ADP
cana-4625	383	15	covid-19	covid-19	PROPN
cana-4625	383	16	home	home	NOUN
cana-4625	383	17	quarantined	quarantine	VERB
cana-4625	383	18	patients	patient	NOUN
cana-4625	383	19	”	"	PUNCT
cana-4625	383	20	,	,	PUNCT
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cana-4625	383	22	trends	trend	NOUN
cana-4625	383	23	in	in	ADP
cana-4625	383	24	sensor	sensor	NOUN
cana-4625	383	25	research	research	NOUN
cana-4625	383	26	&	&	CCONJ
cana-4625	383	27	technology	technology	NOUN
cana-4625	383	28	,	,	PUNCT
cana-4625	383	29	2022	2022	NUM
cana-4625	383	30	,	,	PUNCT
cana-4625	383	31	vol	vol	NOUN
cana-4625	383	32	9	9	NUM
cana-4625	383	33	,	,	PUNCT
cana-4625	383	34	issue	issue	NOUN
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cana-4625	383	36	.	.	PUNCT
cana-4625	384	1	pp	pp	ADJ
cana-4625	384	2	.	.	PUNCT
cana-4625	385	1	26	26	NUM
cana-4625	385	2	–	–	PUNCT
cana-4625	385	3	32	32	NUM
cana-4625	386	1	[	[	SYM
cana-4625	386	2	30	30	NUM
cana-4625	386	3	]	]	X
cana-4625	386	4	ravi	ravi	NOUN
cana-4625	386	5	a.	a.	NOUN
cana-4625	386	6	,	,	PUNCT
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cana-4625	386	8	al	al	PROPN
cana-4625	386	9	,	,	PUNCT
cana-4625	386	10	“	"	PUNCT
cana-4625	386	11	pattern	pattern	NOUN
cana-4625	386	12	recognitionan	recognitionan	NOUN
cana-4625	386	13	approach	approach	NOUN
cana-4625	386	14	towards	towards	ADP
cana-4625	386	15	machine	machine	NOUN
cana-4625	386	16	learning	learning	NOUN
cana-4625	386	17	”	"	PUNCT
cana-4625	386	18	,	,	PUNCT
cana-4625	386	19	lambert	lambert	PROPN
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cana-4625	386	21	,	,	PUNCT
cana-4625	386	22	2022	2022	NUM
cana-4625	386	23	,	,	PUNCT
cana-4625	386	24	isbn978	isbn978	PROPN
cana-4625	386	25	-	-	PUNCT
cana-4625	386	26	93	93	NUM
cana-4625	386	27	-	-	PUNCT
cana-4625	386	28	91265	91265	NUM
cana-4625	386	29	-	-	SYM
cana-4625	386	30	58	58	NUM
cana-4625	386	31	-	-	SYM
cana-4625	386	32	8	8	NUM
cana-4625	386	33	[	[	X
cana-4625	386	34	31	31	NUM
cana-4625	386	35	]	]	X
cana-4625	386	36	kazi	kazi	PROPN
cana-4625	386	37	kutubuddin	kutubuddin	PROPN
cana-4625	386	38	,	,	PUNCT
cana-4625	386	39	“	"	PUNCT
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cana-4625	386	41	of	of	ADP
cana-4625	386	42	malicious	malicious	ADJ
cana-4625	386	43	nodes	node	NOUN
cana-4625	386	44	in	in	ADP
cana-4625	386	45	iot	iot	ADJ
cana-4625	386	46	networks	network	NOUN
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cana-4625	386	48	on	on	ADP
cana-4625	386	49	packet	packet	NOUN
cana-4625	386	50	loss	loss	NOUN
cana-4625	386	51	using	use	VERB
cana-4625	386	52	ml	ml	NOUN
cana-4625	386	53	”	"	PUNCT
cana-4625	386	54	,	,	PUNCT
cana-4625	386	55	journal	journal	NOUN
cana-4625	386	56	of	of	ADP
cana-4625	386	57	mobile	mobile	ADJ
cana-4625	386	58	computing	computing	NOUN
cana-4625	386	59	,	,	PUNCT
cana-4625	386	60	communication	communication	NOUN
cana-4625	386	61	&	&	CCONJ
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cana-4625	386	63	networks	network	NOUN
cana-4625	386	64	,	,	PUNCT
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cana-4625	386	72	,	,	PUNCT
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cana-4625	386	74	.	.	PUNCT
cana-4625	387	1	9	9	NUM
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cana-4625	388	1	[	[	X
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cana-4625	388	3	]	]	X
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cana-4625	389	5	,	,	PUNCT
cana-4625	389	6	“	"	PUNCT
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cana-4625	389	8	of	of	ADP
cana-4625	389	9	machine	machine	NOUN
cana-4625	389	10	learning	learning	NOUN
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cana-4625	389	12	epileptic	epileptic	ADJ
cana-4625	389	13	seizureprediction	seizureprediction	NOUN
cana-4625	389	14	using	use	VERB
cana-4625	389	15	web	web	NOUN
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cana-4625	389	17	things	thing	NOUN
cana-4625	389	18	(	(	PUNCT
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cana-4625	389	20	)	)	PUNCT
cana-4625	389	21	”	"	PUNCT
cana-4625	389	22	,	,	PUNCT
cana-4625	389	23	neuroquantology	neuroquantology	NOUN
cana-4625	389	24	,	,	PUNCT
cana-4625	389	25	2022	2022	NUM
cana-4625	389	26	,	,	PUNCT
cana-4625	389	27	vol	vol	NOUN
cana-4625	389	28	20	20	NUM
cana-4625	389	29	,	,	PUNCT
cana-4625	389	30	issue	issue	NOUN
cana-4625	389	31	8	8	NUM
cana-4625	389	32	,	,	PUNCT
cana-4625	389	33	pp	pp	ADJ
cana-4625	389	34	.	.	PUNCT
cana-4625	389	35	93949409	93949409	NUM
cana-4625	390	1	[	[	SYM
cana-4625	390	2	33	33	NUM
cana-4625	390	3	]	]	X
cana-4625	390	4	dr	dr	PROPN
cana-4625	390	5	.	.	PROPN
cana-4625	390	6	k.	k.	PROPN
cana-4625	391	1	p.	p.	PROPN
cana-4625	391	2	pardeshi	pardeshi	PROPN
cana-4625	391	3	et	et	PROPN
cana-4625	391	4	al	al	PROPN
cana-4625	391	5	,	,	PUNCT
cana-4625	391	6	“	"	PUNCT
cana-4625	391	7	implementation	implementation	NOUN
cana-4625	391	8	of	of	ADP
cana-4625	391	9	fault	fault	NOUN
cana-4625	391	10	detection	detection	NOUN
cana-4625	391	11	framework	framework	NOUN
cana-4625	391	12	for	for	ADP
cana-4625	391	13	healthcare	healthcare	NOUN
cana-4625	391	14	monitoring	monitoring	NOUN
cana-4625	391	15	system	system	NOUN
cana-4625	391	16	using	use	VERB
cana-4625	391	17	iot	iot	NOUN
cana-4625	391	18	,	,	PUNCT
cana-4625	391	19	sensors	sensor	NOUN
cana-4625	391	20	in	in	ADP
cana-4625	391	21	wireless	wireless	ADJ
cana-4625	391	22	environment	environment	NOUN
cana-4625	391	23	”	"	PUNCT
cana-4625	391	24	,	,	PUNCT
cana-4625	391	25	telematique	telematique	NOUN
cana-4625	391	26	,	,	PUNCT
cana-4625	391	27	2022	2022	NUM
cana-4625	391	28	,	,	PUNCT
cana-4625	391	29	vol	vol	NOUN
cana-4625	391	30	21	21	NUM
cana-4625	391	31	,	,	PUNCT
cana-4625	391	32	issue	issue	NOUN
cana-4625	391	33	1	1	NUM
cana-4625	391	34	,	,	PUNCT
cana-4625	391	35	pp	pp	ADJ
cana-4625	391	36	.	.	PUNCT
cana-4625	392	1	5451	5451	NUM
cana-4625	392	2	5460	5460	NUM
cana-4625	393	1	[	[	X
cana-4625	393	2	34	34	NUM
cana-4625	393	3	]	]	X
cana-4625	393	4	ms	ms	PROPN
cana-4625	393	5	.	.	PROPN
cana-4625	393	6	machhababitha	machhababitha	PROPN
cana-4625	393	7	,	,	PUNCT
cana-4625	393	8	c	c	PROPN
cana-4625	393	9	sushma	sushma	PROPN
cana-4625	393	10	,	,	PUNCT
cana-4625	393	11	et	et	PROPN
cana-4625	393	12	al	al	PROPN
cana-4625	393	13	,	,	PUNCT
cana-4625	393	14	“	"	PUNCT
cana-4625	393	15	trends	trend	NOUN
cana-4625	393	16	of	of	ADP
cana-4625	393	17	artificial	artificial	ADJ
cana-4625	393	18	intelligence	intelligence	NOUN
cana-4625	393	19	for	for	ADP
cana-4625	393	20	online	online	ADJ
cana-4625	393	21	exams	exam	NOUN
cana-4625	393	22	in	in	ADP
cana-4625	393	23	education	education	NOUN
cana-4625	393	24	”	"	PUNCT
cana-4625	393	25	,	,	PUNCT
cana-4625	393	26	international	international	ADJ
cana-4625	393	27	journal	journal	NOUN
cana-4625	393	28	of	of	ADP
cana-4625	393	29	early	early	ADJ
cana-4625	393	30	childhood	childhood	ADJ
cana-4625	393	31	special	special	ADJ
cana-4625	393	32	education	education	NOUN
cana-4625	393	33	,	,	PUNCT
cana-4625	393	34	2022	2022	NUM
cana-4625	393	35	,	,	PUNCT
cana-4625	393	36	vol	vol	NOUN
cana-4625	393	37	14	14	NUM
cana-4625	393	38	,	,	PUNCT
cana-4625	393	39	issue	issue	NOUN
cana-4625	393	40	01	01	NUM
cana-4625	393	41	,	,	PUNCT
cana-4625	393	42	pp	pp	ADJ
cana-4625	393	43	.	.	PUNCT
cana-4625	394	1	2457	2457	NUM
cana-4625	394	2	-	-	SYM
cana-4625	394	3	2463	2463	NUM
cana-4625	394	4	.	.	PUNCT
cana-4625	395	1	[	[	X
cana-4625	395	2	35	35	NUM
cana-4625	395	3	]	]	X
cana-4625	395	4	dr	dr	PROPN
cana-4625	395	5	.	.	PROPN
cana-4625	395	6	j.	j.	PROPN
cana-4625	395	7	sirisha	sirisha	PROPN
cana-4625	395	8	devi	devi	PROPN
cana-4625	395	9	,	,	PUNCT
cana-4625	395	10	mr	mr	PROPN
cana-4625	395	11	.	.	PROPN
cana-4625	395	12	b.	b.	PROPN
cana-4625	395	13	sreedhar	sreedhar	PROPN
cana-4625	395	14	,	,	PUNCT
cana-4625	395	15	et	et	PROPN
cana-4625	395	16	al	al	PROPN
cana-4625	395	17	,	,	PUNCT
cana-4625	395	18	“	"	PUNCT
cana-4625	395	19	a	a	DET
cana-4625	395	20	path	path	NOUN
cana-4625	395	21	towards	towards	ADP
cana-4625	395	22	child	child	NOUN
cana-4625	395	23	-	-	PUNCT
cana-4625	395	24	centric	centric	ADJ
cana-4625	395	25	artificial	artificial	ADJ
cana-4625	395	26	intelligence	intelligence	NOUN
cana-4625	395	27	based	base	VERB
cana-4625	395	28	education	education	NOUN
cana-4625	395	29	”	"	PUNCT
cana-4625	395	30	,	,	PUNCT
cana-4625	395	31	international	international	ADJ
cana-4625	395	32	journal	journal	NOUN
cana-4625	395	33	of	of	ADP
cana-4625	395	34	early	early	ADJ
cana-4625	395	35	childhood	childhood	ADJ
cana-4625	395	36	special	special	ADJ
cana-4625	395	37	education	education	NOUN
cana-4625	395	38	,	,	PUNCT
cana-4625	395	39	2022	2022	NUM
cana-4625	395	40	,	,	PUNCT
cana-4625	395	41	vol	vol	NOUN
cana-4625	395	42	14	14	NUM
cana-4625	395	43	,	,	PUNCT
cana-4625	395	44	issue	issue	NOUN
cana-4625	395	45	03	03	NUM
cana-4625	395	46	,	,	PUNCT
cana-4625	395	47	pp	pp	ADJ
cana-4625	395	48	.	.	PUNCT
cana-4625	395	49	9915	9915	NUM
cana-4625	395	50	-	-	SYM
cana-4625	395	51	9922	9922	NUM
cana-4625	395	52	.	.	PUNCT
cana-4625	396	1	[	[	X
cana-4625	396	2	36	36	NUM
cana-4625	396	3	]	]	X
cana-4625	396	4	mr	mr	PROPN
cana-4625	396	5	.	.	PROPN
cana-4625	396	6	d.	d.	PROPN
cana-4625	396	7	sreenivasulu	sreenivasulu	PROPN
cana-4625	396	8	,	,	PUNCT
cana-4625	396	9	dr	dr	PROPN
cana-4625	396	10	.	.	PROPN
cana-4625	396	11	j.	j.	PROPN
cana-4625	396	12	sirishadevi	sirishadevi	PROPN
cana-4625	396	13	,	,	PUNCT
cana-4625	396	14	et	et	PROPN
cana-4625	396	15	al	al	PROPN
cana-4625	396	16	,	,	PUNCT
cana-4625	396	17	“	"	PUNCT
cana-4625	396	18	implementation	implementation	NOUN
cana-4625	396	19	of	of	ADP
cana-4625	396	20	latest	late	ADJ
cana-4625	396	21	machine	machine	NOUN
cana-4625	396	22	learning	learn	VERB
cana-4625	396	23	approaches	approach	NOUN
cana-4625	396	24	for	for	ADP
cana-4625	396	25	students	student	NOUN
cana-4625	396	26	grade	grade	NOUN
cana-4625	396	27	prediction	prediction	NOUN
cana-4625	396	28	”	"	PUNCT
cana-4625	396	29	,	,	PUNCT
cana-4625	396	30	international	international	ADJ
cana-4625	396	31	journal	journal	NOUN
cana-4625	396	32	of	of	ADP
cana-4625	396	33	early	early	ADJ
cana-4625	396	34	childhood	childhood	ADJ
cana-4625	396	35	special	special	ADJ
cana-4625	396	36	education	education	NOUN
cana-4625	396	37	,	,	PUNCT
cana-4625	396	38	2022	2022	NUM
cana-4625	396	39	,	,	PUNCT
cana-4625	396	40	vol	vol	NOUN
cana-4625	396	41	14	14	NUM
cana-4625	396	42	,	,	PUNCT
cana-4625	396	43	issue	issue	NOUN
cana-4625	396	44	03	03	NUM
cana-4625	396	45	,	,	PUNCT
cana-4625	396	46	pp	pp	ADJ
cana-4625	396	47	.	.	PUNCT
cana-4625	397	1	9887	9887	NUM
cana-4625	397	2	-	-	SYM
cana-4625	397	3	9894	9894	NUM
cana-4625	397	4	.	.	PUNCT
cana-4625	398	1	[	[	X
cana-4625	398	2	37	37	NUM
cana-4625	398	3	]	]	X
cana-4625	398	4	dr	dr	PROPN
cana-4625	398	5	.	.	PROPN
cana-4625	398	6	a.	a.	PROPN
cana-4625	398	7	o.	o.	PROPN
cana-4625	398	8	mulani	mulani	PROPN
cana-4625	398	9	,	,	PUNCT
cana-4625	398	10	“	"	PUNCT
cana-4625	398	11	effect	effect	NOUN
cana-4625	398	12	of	of	ADP
cana-4625	398	13	rotation	rotation	NOUN
cana-4625	398	14	and	and	CCONJ
cana-4625	398	15	projection	projection	NOUN
cana-4625	398	16	on	on	ADP
cana-4625	398	17	real	real	ADJ
cana-4625	398	18	time	time	NOUN
cana-4625	398	19	hand	hand	NOUN
cana-4625	398	20	gesture	gesture	NOUN
cana-4625	398	21	recognition	recognition	NOUN
cana-4625	398	22	system	system	NOUN
cana-4625	398	23	for	for	ADP
cana-4625	398	24	human	human	ADJ
cana-4625	398	25	computer	computer	NOUN
cana-4625	398	26	interaction	interaction	NOUN
cana-4625	398	27	”	"	PUNCT
cana-4625	398	28	,	,	PUNCT
cana-4625	398	29	journal	journal	NOUN
cana-4625	398	30	of	of	ADP
cana-4625	398	31	the	the	DET
cana-4625	398	32	gujrat	gujrat	PROPN
cana-4625	398	33	research	research	NOUN
cana-4625	398	34	society	society	NOUN
cana-4625	398	35	,	,	PUNCT
cana-4625	398	36	2019	2019	NUM
cana-4625	398	37	,	,	PUNCT
cana-4625	398	38	vol	vol	NOUN
cana-4625	398	39	21	21	NUM
cana-4625	398	40	,	,	PUNCT
cana-4625	398	41	issue	issue	NOUN
cana-4625	398	42	16	16	NUM
cana-4625	398	43	,	,	PUNCT
cana-4625	398	44	pp	pp	ADJ
cana-4625	398	45	.	.	PUNCT
cana-4625	399	1	3710	3710	NUM
cana-4625	399	2	3718	3718	NUM
cana-4625	399	3	[	[	X
cana-4625	399	4	38	38	NUM
cana-4625	399	5	]	]	X
cana-4625	399	6	kazi	kazi	PROPN
cana-4625	399	7	k	k	PROPN
cana-4625	399	8	s	s	PROPN
cana-4625	399	9	,	,	PUNCT
cana-4625	399	10	“	"	PUNCT
cana-4625	399	11	iot	iot	PROPN
cana-4625	399	12	based	base	VERB
cana-4625	399	13	healthcare	healthcare	NOUN
cana-4625	399	14	system	system	NOUN
cana-4625	399	15	for	for	ADP
cana-4625	399	16	home	home	NOUN
cana-4625	399	17	quarantine	quarantine	NOUN
cana-4625	399	18	people	people	NOUN
cana-4625	399	19	”	"	PUNCT
cana-4625	399	20	,	,	PUNCT
cana-4625	399	21	journal	journal	NOUN
cana-4625	399	22	of	of	ADP
cana-4625	399	23	instrumentation	instrumentation	NOUN
cana-4625	399	24	and	and	CCONJ
cana-4625	399	25	innovation	innovation	NOUN
cana-4625	399	26	sciences	science	NOUN
cana-4625	399	27	,	,	PUNCT
cana-4625	399	28	2023	2023	NUM
cana-4625	399	29	,	,	PUNCT
cana-4625	399	30	vol	vol	NOUN
cana-4625	399	31	8	8	NUM
cana-4625	399	32	,	,	PUNCT
cana-4625	399	33	issue	issue	NOUN
cana-4625	399	34	1	1	NUM
cana-4625	399	35	,	,	PUNCT
cana-4625	399	36	pp	pp	ADJ
cana-4625	399	37	.	.	PUNCT
cana-4625	399	38	18	18	NUM
cana-4625	400	1	[	[	SYM
cana-4625	400	2	39	39	NUM
cana-4625	400	3	]	]	PUNCT
cana-4625	400	4	kazi	kazi	PROPN
cana-4625	400	5	kutubuddin	kutubuddin	PROPN
cana-4625	400	6	s.	s.	PROPN
cana-4625	400	7	l.	l.	PROPN
cana-4625	400	8	,	,	PUNCT
cana-4625	400	9	“	"	PUNCT
cana-4625	400	10	predict	predict	VERB
cana-4625	400	11	the	the	DET
cana-4625	400	12	severity	severity	NOUN
cana-4625	400	13	of	of	ADP
cana-4625	400	14	diabetes	diabetes	NOUN
cana-4625	400	15	cases	case	NOUN
cana-4625	400	16	,	,	PUNCT
cana-4625	400	17	using	use	VERB
cana-4625	400	18	k	k	NOUN
cana-4625	400	19	-	-	PUNCT
cana-4625	400	20	means	mean	NOUN
cana-4625	400	21	and	and	CCONJ
cana-4625	400	22	decision	decision	NOUN
cana-4625	400	23	tree	tree	NOUN
cana-4625	400	24	approach	approach	NOUN
cana-4625	400	25	”	"	PUNCT
cana-4625	400	26	,	,	PUNCT
cana-4625	400	27	journal	journal	NOUN
cana-4625	400	28	of	of	ADP
cana-4625	400	29	advances	advance	NOUN
cana-4625	400	30	in	in	ADP
cana-4625	400	31	shell	shell	ADJ
cana-4625	400	32	programming	programming	NOUN
cana-4625	400	33	,	,	PUNCT
cana-4625	400	34	2022	2022	NUM
cana-4625	400	35	,	,	PUNCT
cana-4625	400	36	vol	vol	NOUN
cana-4625	400	37	9	9	NUM
cana-4625	400	38	,	,	PUNCT
cana-4625	400	39	issue	issue	NOUN
cana-4625	400	40	2	2	NUM
cana-4625	400	41	,	,	PUNCT
cana-4625	400	42	pp	pp	ADJ
cana-4625	400	43	.	.	PUNCT
cana-4625	401	1	24	24	NUM
cana-4625	401	2	-	-	SYM
cana-4625	401	3	31	31	NUM
cana-4625	402	1	[	[	X
cana-4625	402	2	40	40	NUM
cana-4625	402	3	]	]	PUNCT
cana-4625	402	4	k.	k.	PROPN
cana-4625	402	5	k.	k.	PROPN
cana-4625	402	6	sayyad	sayyad	PROPN
cana-4625	402	7	liyakat	liyakat	PROPN
cana-4625	402	8	,	,	PUNCT
cana-4625	402	9	“	"	PUNCT
cana-4625	402	10	nanotechnology	nanotechnology	NOUN
cana-4625	402	11	application	application	NOUN
cana-4625	402	12	in	in	ADP
cana-4625	402	13	neural	neural	ADJ
cana-4625	402	14	growth	growth	NOUN
cana-4625	402	15	support	support	NOUN
cana-4625	402	16	system	system	NOUN
cana-4625	402	17	”	"	PUNCT
cana-4625	402	18	,	,	PUNCT
cana-4625	402	19	nano	nano	NOUN
cana-4625	402	20	trends	trend	NOUN
cana-4625	402	21	:	:	PUNCT
cana-4625	402	22	a	a	DET
cana-4625	402	23	journal	journal	NOUN
cana-4625	402	24	of	of	ADP
cana-4625	402	25	nanotechnology	nanotechnology	NOUN
cana-4625	402	26	and	and	CCONJ
cana-4625	402	27	its	its	PRON
cana-4625	402	28	applications	application	NOUN
cana-4625	402	29	,	,	PUNCT
cana-4625	402	30	2022	2022	NUM
cana-4625	402	31	,	,	PUNCT
cana-4625	402	32	vol	vol	NOUN
cana-4625	402	33	24	24	NUM
cana-4625	402	34	,	,	PUNCT
cana-4625	402	35	issue	issue	NOUN
cana-4625	402	36	2	2	NUM
cana-4625	402	37	,	,	PUNCT
cana-4625	402	38	pp	pp	ADJ
cana-4625	402	39	.	.	PUNCT
cana-4625	403	1	47	47	NUM
cana-4625	403	2	55	55	NUM
cana-4625	403	3	https://streaklinks.com/bojclu6qklrn9f1xkwkar1c-/http%3a%2f%2fmatjournals.co.in%2findex.php%2fjoam%2farticle%2fview%2f4102	https://streaklinks.com/bojclu6qklrn9f1xkwkar1c-/http%3a%2f%2fmatjournals.co.in%2findex.php%2fjoam%2farticle%2fview%2f4102	PRON
cana-4625	403	4	https://streaklinks.com/bojclu6qklrn9f1xkwkar1c-/http%3a%2f%2fmatjournals.co.in%2findex.php%2fjoam%2farticle%2fview%2f4102	https://streaklinks.com/bojclu6qklrn9f1xkwkar1c-/http%3a%2f%2fmatjournals.co.in%2findex.php%2fjoam%2farticle%2fview%2f4102	VERB
cana-4625	403	5	communications	communication	NOUN
cana-4625	403	6	on	on	ADP
cana-4625	403	7	applied	apply	VERB
cana-4625	403	8	nonlinear	nonlinear	ADJ
cana-4625	403	9	analysis	analysis	NOUN
cana-4625	403	10	issn	issn	NOUN
cana-4625	403	11	:	:	PUNCT
cana-4625	403	12	1074	1074	NUM
cana-4625	403	13	-	-	PUNCT
cana-4625	403	14	133x	133x	NUM
cana-4625	403	15	vol	vol	NOUN
cana-4625	403	16	32	32	NUM
cana-4625	403	17	no	no	NOUN
cana-4625	403	18	.	.	PUNCT
cana-4625	404	1	9s	9s	NUM
cana-4625	404	2	(	(	PUNCT
cana-4625	404	3	2025	2025	NUM
cana-4625	404	4	)	)	PUNCT
cana-4625	404	5	3110	3110	NUM
cana-4625	404	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-4625	405	1	[	[	X
cana-4625	405	2	41	41	NUM
cana-4625	405	3	]	]	X
cana-4625	405	4	kazi	kazi	PROPN
cana-4625	405	5	kutubuddin	kutubuddin	PROPN
cana-4625	405	6	s.	s.	PROPN
cana-4625	405	7	l.	l.	PROPN
cana-4625	405	8	,	,	PUNCT
cana-4625	405	9	“	"	PUNCT
cana-4625	405	10	a	a	DET
cana-4625	405	11	novel	novel	ADJ
cana-4625	405	12	design	design	NOUN
cana-4625	405	13	of	of	ADP
cana-4625	405	14	iot	iot	NOUN
cana-4625	405	15	based	base	VERB
cana-4625	405	16	‘	'	PUNCT
cana-4625	405	17	love	love	NOUN
cana-4625	405	18	representation	representation	NOUN
cana-4625	405	19	and	and	CCONJ
cana-4625	405	20	remembrance	remembrance	NOUN
cana-4625	405	21	’	'	PUNCT
cana-4625	405	22	system	system	NOUN
cana-4625	405	23	to	to	PART
cana-4625	405	24	loved	love	VERB
cana-4625	405	25	one	one	NUM
cana-4625	405	26	’s	’s	PART
cana-4625	405	27	”	"	PUNCT
cana-4625	405	28	,	,	PUNCT
cana-4625	405	29	gradiva	gradiva	PROPN
cana-4625	405	30	review	review	PROPN
cana-4625	405	31	journal	journal	PROPN
cana-4625	405	32	,	,	PUNCT
cana-4625	405	33	2022	2022	NUM
cana-4625	405	34	,	,	PUNCT
cana-4625	405	35	vol	vol	NOUN
cana-4625	405	36	8	8	NUM
cana-4625	405	37	,	,	PUNCT
cana-4625	405	38	issue	issue	NOUN
cana-4625	405	39	12	12	NUM
cana-4625	405	40	,	,	PUNCT
cana-4625	405	41	pp	pp	ADJ
cana-4625	405	42	.	.	PUNCT
cana-4625	406	1	377	377	NUM
cana-4625	406	2	383	383	NUM
cana-4625	406	3	.	.	PUNCT
cana-4625	407	1	[	[	X
cana-4625	407	2	42	42	NUM
cana-4625	407	3	]	]	X
cana-4625	407	4	miss	miss	VERB
cana-4625	407	5	.	.	PUNCT
cana-4625	408	1	a.	a.	PROPN
cana-4625	408	2	j.	j.	PROPN
cana-4625	408	3	dixit	dixit	PROPN
cana-4625	408	4	,	,	PUNCT
cana-4625	408	5	et	et	PROPN
cana-4625	408	6	al	al	PROPN
cana-4625	408	7	,	,	PUNCT
cana-4625	408	8	“	"	PUNCT
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cana-4625	408	10	recognition	recognition	NOUN
cana-4625	408	11	by	by	ADP
cana-4625	408	12	daugman	daugman	PROPN
cana-4625	408	13	’s	’s	PART
cana-4625	408	14	algorithm	algorithm	NOUN
cana-4625	408	15	–	–	PUNCT
cana-4625	408	16	an	an	DET
cana-4625	408	17	efficient	efficient	ADJ
cana-4625	408	18	approach	approach	NOUN
cana-4625	408	19	”	"	PUNCT
cana-4625	408	20	,	,	PUNCT
cana-4625	408	21	journal	journal	NOUN
cana-4625	408	22	of	of	ADP
cana-4625	408	23	applied	apply	VERB
cana-4625	408	24	research	research	NOUN
cana-4625	408	25	and	and	CCONJ
cana-4625	408	26	social	social	ADJ
cana-4625	408	27	sciences	science	NOUN
cana-4625	408	28	,	,	PUNCT
cana-4625	408	29	2015	2015	NUM
cana-4625	408	30	,	,	PUNCT
cana-4625	408	31	vol	vol	NOUN
cana-4625	408	32	2	2	NUM
cana-4625	408	33	,	,	PUNCT
cana-4625	408	34	issue	issue	NOUN
cana-4625	408	35	14	14	NUM
cana-4625	408	36	,	,	PUNCT
cana-4625	408	37	pp	pp	ADJ
cana-4625	408	38	.	.	PUNCT
cana-4625	408	39	1	1	NUM
cana-4625	408	40	4	4	NUM
cana-4625	408	41	.	.	PUNCT
cana-4625	409	1	[	[	X
cana-4625	409	2	43	43	NUM
cana-4625	409	3	]	]	X
cana-4625	409	4	kazi	kazi	PROPN
cana-4625	409	5	k.	k.	PROPN
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cana-4625	409	7	“	"	PUNCT
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cana-4625	409	10	’s	’s	PART
cana-4625	409	11	neural	neural	ADJ
cana-4625	409	12	network	network	NOUN
cana-4625	409	13	approach	approach	NOUN
cana-4625	409	14	to	to	ADP
cana-4625	409	15	human	human	ADJ
cana-4625	409	16	brain	brain	NOUN
cana-4625	409	17	”	"	PUNCT
cana-4625	409	18	,	,	PUNCT
cana-4625	409	19	journal	journal	NOUN
cana-4625	409	20	of	of	ADP
cana-4625	409	21	communication	communication	NOUN
cana-4625	409	22	engineering	engineering	NOUN
cana-4625	409	23	&	&	CCONJ
cana-4625	409	24	systems	system	NOUN
cana-4625	409	25	,	,	PUNCT
cana-4625	409	26	2022	2022	NUM
cana-4625	409	27	,	,	PUNCT
cana-4625	409	28	vol	vol	NOUN
cana-4625	409	29	12	12	NUM
cana-4625	409	30	,	,	PUNCT
cana-4625	409	31	issue	issue	NOUN
cana-4625	409	32	2	2	NUM
cana-4625	409	33	,	,	PUNCT
cana-4625	409	34	pp	pp	ADJ
cana-4625	409	35	.	.	PUNCT
cana-4625	409	36	17	17	NUM
cana-4625	409	37	–	–	PUNCT
cana-4625	409	38	24	24	NUM
cana-4625	409	39	.	.	PUNCT
cana-4625	410	1	[	[	X
cana-4625	410	2	44	44	NUM
cana-4625	410	3	]	]	SYM
cana-4625	410	4	miss	miss	PROPN
cana-4625	410	5	.	.	PUNCT
cana-4625	411	1	a.	a.	PROPN
cana-4625	411	2	j.	j.	PROPN
cana-4625	411	3	dixit	dixit	PROPN
cana-4625	411	4	,	,	PUNCT
cana-4625	411	5	et	et	PROPN
cana-4625	411	6	al	al	PROPN
cana-4625	411	7	,	,	PUNCT
cana-4625	411	8	“	"	PUNCT
cana-4625	411	9	a	a	DET
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cana-4625	411	11	paper	paper	NOUN
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cana-4625	411	13	iris	iris	NOUN
cana-4625	411	14	recognition	recognition	NOUN
cana-4625	411	15	”	"	PUNCT
cana-4625	411	16	,	,	PUNCT
cana-4625	411	17	journal	journal	NOUN
cana-4625	411	18	gsd	gsd	PROPN
cana-4625	411	19	international	international	PROPN
cana-4625	411	20	society	society	NOUN
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cana-4625	411	23	,	,	PUNCT
cana-4625	411	24	sustainable	sustainable	ADJ
cana-4625	411	25	engineering	engineering	NOUN
cana-4625	411	26	and	and	CCONJ
cana-4625	411	27	management	management	NOUN
cana-4625	411	28	,	,	PUNCT
cana-4625	411	29	2014	2014	NUM
cana-4625	411	30	,	,	PUNCT
cana-4625	411	31	vol	vol	NOUN
cana-4625	411	32	1	1	NUM
cana-4625	411	33	,	,	PUNCT
cana-4625	411	34	issue	issue	NOUN
cana-4625	411	35	14	14	NUM
cana-4625	411	36	,	,	PUNCT
cana-4625	411	37	pp	pp	ADJ
cana-4625	411	38	.	.	PUNCT
cana-4625	412	1	71	71	NUM
cana-4625	412	2	81	81	NUM
cana-4625	412	3	.	.	PUNCT
cana-4625	413	1	[	[	X
cana-4625	413	2	45	45	NUM
cana-4625	413	3	]	]	X
cana-4625	413	4	ms	ms	PROPN
cana-4625	413	5	.	.	PROPN
cana-4625	413	6	shwetanagare	shwetanagare	PROPN
cana-4625	413	7	,	,	PUNCT
cana-4625	413	8	et	et	PROPN
cana-4625	413	9	al	al	PROPN
cana-4625	413	10	.	.	PROPN
cana-4625	413	11	,	,	PUNCT
cana-4625	413	12	“	"	PUNCT
cana-4625	413	13	an	an	DET
cana-4625	413	14	efficient	efficient	ADJ
cana-4625	413	15	algorithm	algorithm	NOUN
cana-4625	413	16	brain	brain	NOUN
cana-4625	413	17	tumor	tumor	NOUN
cana-4625	413	18	detection	detection	NOUN
cana-4625	413	19	based	base	VERB
cana-4625	413	20	on	on	ADP
cana-4625	413	21	segmentation	segmentation	NOUN
cana-4625	413	22	and	and	CCONJ
cana-4625	413	23	thresholding	thresholding	NOUN
cana-4625	413	24	”	"	PUNCT
cana-4625	413	25	,	,	PUNCT
cana-4625	413	26	journal	journal	NOUN
cana-4625	413	27	of	of	ADP
cana-4625	413	28	management	management	NOUN
cana-4625	413	29	in	in	ADP
cana-4625	413	30	manufacturing	manufacturing	NOUN
cana-4625	413	31	and	and	CCONJ
cana-4625	413	32	services	service	NOUN
cana-4625	413	33	,	,	PUNCT
cana-4625	413	34	2015	2015	NUM
cana-4625	413	35	,	,	PUNCT
cana-4625	413	36	vol	vol	NOUN
cana-4625	413	37	2	2	NUM
cana-4625	413	38	,	,	PUNCT
cana-4625	413	39	issue	issue	NOUN
cana-4625	413	40	17	17	NUM
cana-4625	413	41	,	,	PUNCT
cana-4625	413	42	pp.19	pp.19	PROPN
cana-4625	413	43	27	27	NUM
cana-4625	413	44	.	.	PUNCT
cana-4625	414	1	[	[	X
cana-4625	414	2	46	46	NUM
cana-4625	414	3	]	]	X
cana-4625	415	1	kazi	kazi	PROPN
cana-4625	415	2	k	k	PROPN
cana-4625	415	3	s	s	PROPN
cana-4625	415	4	l	l	NOUN
cana-4625	415	5	,	,	PUNCT
cana-4625	415	6	“	"	PUNCT
cana-4625	415	7	significance	significance	NOUN
cana-4625	415	8	of	of	ADP
cana-4625	415	9	projection	projection	NOUN
cana-4625	415	10	and	and	CCONJ
cana-4625	415	11	rotation	rotation	NOUN
cana-4625	415	12	of	of	ADP
cana-4625	415	13	image	image	NOUN
cana-4625	415	14	in	in	ADP
cana-4625	415	15	color	color	NOUN
cana-4625	415	16	matching	matching	NOUN
cana-4625	415	17	for	for	ADP
cana-4625	415	18	highquality	highquality	NOUN
cana-4625	415	19	panoramic	panoramic	ADJ
cana-4625	415	20	images	image	NOUN
cana-4625	415	21	used	use	VERB
cana-4625	415	22	for	for	ADP
cana-4625	415	23	aquatic	aquatic	ADJ
cana-4625	415	24	study	study	NOUN
cana-4625	415	25	”	"	PUNCT
cana-4625	415	26	,	,	PUNCT
cana-4625	415	27	international	international	ADJ
cana-4625	415	28	journal	journal	NOUN
cana-4625	415	29	of	of	ADP
cana-4625	415	30	aquatic	aquatic	ADJ
cana-4625	415	31	science	science	NOUN
cana-4625	415	32	,	,	PUNCT
cana-4625	415	33	2018	2018	NUM
cana-4625	415	34	,	,	PUNCT
cana-4625	415	35	vol	vol	NOUN
cana-4625	415	36	09	09	NUM
cana-4625	415	37	,	,	PUNCT
cana-4625	415	38	issue	issue	NOUN
cana-4625	415	39	02	02	NUM
cana-4625	415	40	,	,	PUNCT
cana-4625	415	41	pp	pp	ADJ
cana-4625	415	42	.	.	PUNCT
cana-4625	416	1	130	130	NUM
cana-4625	416	2	–	–	PUNCT
cana-4625	416	3	145	145	NUM
cana-4625	416	4	.	.	PUNCT
cana-4625	417	1	[	[	X
cana-4625	417	2	47	47	NUM
cana-4625	417	3	]	]	X
cana-4625	417	4	wale	wale	PROPN
cana-4625	417	5	anjali	anjali	PROPN
cana-4625	417	6	d.	d.	PROPN
cana-4625	417	7	,	,	PUNCT
cana-4625	417	8	rokadedipali	rokadedipali	PROPN
cana-4625	417	9	,	,	PUNCT
cana-4625	417	10	et	et	PROPN
cana-4625	417	11	al	al	PROPN
cana-4625	417	12	,	,	PUNCT
cana-4625	417	13	“	"	PUNCT
cana-4625	417	14	smart	smart	ADJ
cana-4625	417	15	agriculture	agriculture	NOUN
cana-4625	417	16	system	system	NOUN
cana-4625	417	17	using	use	VERB
cana-4625	417	18	iot	iot	NOUN
cana-4625	417	19	”	"	PUNCT
cana-4625	417	20	,	,	PUNCT
cana-4625	417	21	international	international	ADJ
cana-4625	417	22	journal	journal	NOUN
cana-4625	417	23	of	of	ADP
cana-4625	417	24	innovative	innovative	ADJ
cana-4625	417	25	research	research	NOUN
cana-4625	417	26	in	in	ADP
cana-4625	417	27	technology	technology	NOUN
cana-4625	417	28	,	,	PUNCT
cana-4625	417	29	2019	2019	NUM
cana-4625	417	30	,	,	PUNCT
cana-4625	417	31	vol	vol	NOUN
cana-4625	417	32	5	5	NUM
cana-4625	417	33	,	,	PUNCT
cana-4625	417	34	issue	issue	NOUN
cana-4625	417	35	10	10	NUM
cana-4625	417	36	,	,	PUNCT
cana-4625	417	37	pp.493	pp.493	PROPN
cana-4625	417	38	497	497	NUM
cana-4625	417	39	.	.	PUNCT
cana-4625	418	1	[	[	X
cana-4625	418	2	48	48	NUM
cana-4625	418	3	]	]	PUNCT
cana-4625	418	4	altaf	altaf	PROPN
cana-4625	418	5	osman	osman	PROPN
cana-4625	418	6	mulani	mulani	PROPN
cana-4625	418	7	,	,	PUNCT
cana-4625	418	8	rajesh	rajesh	PROPN
cana-4625	418	9	maharudrapatil	maharudrapatil	PROPN
cana-4625	418	10	“	"	PUNCT
cana-4625	418	11	discriminative	discriminative	NOUN
cana-4625	418	12	appearance	appearance	NOUN
cana-4625	418	13	model	model	NOUN
cana-4625	418	14	for	for	ADP
cana-4625	418	15	robust	robust	ADJ
cana-4625	418	16	online	online	ADJ
cana-4625	418	17	multiple	multiple	ADJ
cana-4625	418	18	target	target	NOUN
cana-4625	418	19	tracking	tracking	NOUN
cana-4625	418	20	”	"	PUNCT
cana-4625	418	21	,	,	PUNCT
cana-4625	418	22	telematique	telematique	NOUN
cana-4625	418	23	,	,	PUNCT
cana-4625	418	24	2023	2023	NUM
cana-4625	418	25	,	,	PUNCT
cana-4625	418	26	vol	vol	NOUN
cana-4625	418	27	22	22	NUM
cana-4625	418	28	,	,	PUNCT
cana-4625	418	29	issue	issue	NOUN
cana-4625	418	30	1	1	NUM
cana-4625	418	31	,	,	PUNCT
cana-4625	418	32	pp	pp	ADJ
cana-4625	418	33	.	.	PUNCT
cana-4625	418	34	2443	2443	NUM
cana-4625	419	1	[	[	X
cana-4625	419	2	49	49	NUM
cana-4625	419	3	]	]	X
cana-4625	419	4	kazi	kazi	PROPN
cana-4625	419	5	k	k	PROPN
cana-4625	419	6	s	s	PROPN
cana-4625	419	7	,	,	PUNCT
cana-4625	419	8	“	"	PUNCT
cana-4625	419	9	detection	detection	NOUN
cana-4625	419	10	of	of	ADP
cana-4625	419	11	malicious	malicious	ADJ
cana-4625	419	12	nodes	node	NOUN
cana-4625	419	13	in	in	ADP
cana-4625	419	14	iot	iot	ADJ
cana-4625	419	15	networks	network	NOUN
cana-4625	419	16	based	base	VERB
cana-4625	419	17	on	on	ADP
cana-4625	419	18	throughput	throughput	NOUN
cana-4625	419	19	and	and	CCONJ
cana-4625	419	20	ml	ml	VERB
cana-4625	419	21	”	"	PUNCT
cana-4625	419	22	,	,	PUNCT
cana-4625	419	23	journal	journal	NOUN
cana-4625	419	24	of	of	ADP
cana-4625	419	25	electrical	electrical	ADJ
cana-4625	419	26	and	and	CCONJ
cana-4625	419	27	power	power	NOUN
cana-4625	419	28	system	system	NOUN
cana-4625	419	29	engineering	engineering	NOUN
cana-4625	419	30	,	,	PUNCT
cana-4625	419	31	2023	2023	NUM
cana-4625	419	32	,	,	PUNCT
cana-4625	419	33	volume-9	volume-9	NUM
cana-4625	419	34	,	,	PUNCT
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cana-4625	419	36	1	1	NUM
cana-4625	419	37	,	,	PUNCT
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cana-4625	419	39	.	.	PUNCT
cana-4625	419	40	2229	2229	NUM
cana-4625	419	41	.	.	PUNCT
cana-4625	420	1	[	[	X
cana-4625	420	2	50	50	NUM
cana-4625	420	3	]	]	PUNCT
cana-4625	420	4	liyakat	liyakat	NOUN
cana-4625	420	5	,	,	PUNCT
cana-4625	420	6	k.k.s	k.k.	NOUN
cana-4625	420	7	.	.	PROPN
cana-4625	420	8	,	,	PUNCT
cana-4625	420	9	(	(	PUNCT
cana-4625	420	10	2024	2024	NUM
cana-4625	420	11	)	)	PUNCT
cana-4625	420	12	.	.	PUNCT
cana-4625	421	1	explainable	explainable	ADJ
cana-4625	421	2	ai	ai	VERB
cana-4625	421	3	in	in	ADP
cana-4625	421	4	healthcare	healthcare	NOUN
cana-4625	421	5	,	,	PUNCT
cana-4625	421	6	explainable	explainable	ADJ
cana-4625	421	7	artificial	artificial	ADJ
cana-4625	421	8	intelligence	intelligence	NOUN
cana-4625	421	9	in	in	ADP
cana-4625	421	10	healthcare	healthcare	PROPN
cana-4625	421	11	systems	system	NOUN
cana-4625	421	12	,	,	PUNCT
cana-4625	421	13	2024	2024	NUM
cana-4625	421	14	,	,	PUNCT
cana-4625	421	15	pp	pp	ADJ
cana-4625	421	16	.	.	PUNCT
cana-4625	422	1	271–284	271–284	NUM
cana-4625	422	2	https://www.scopus.com/authid/detail.uri?authorid=58237039600	https://www.scopus.com/authid/detail.uri?authorid=58237039600	NOUN