id	sid	tid	token	lemma	pos
aijmsr-1308	1	1	american	american	PROPN
aijmsr-1308	1	2	international	international	PROPN
aijmsr-1308	1	3	journal	journal	PROPN
aijmsr-1308	1	4	of	of	ADP
aijmsr-1308	1	5	multidisciplinary	multidisciplinary	ADJ
aijmsr-1308	1	6	scientific	scientific	ADJ
aijmsr-1308	1	7	research	research	NOUN
aijmsr-1308	1	8	vol	vol	NOUN
aijmsr-1308	1	9	.	.	PUNCT
aijmsr-1308	2	1	10	10	NUM
aijmsr-1308	2	2	,	,	PUNCT
aijmsr-1308	2	3	no	no	INTJ
aijmsr-1308	2	4	.	.	NOUN
aijmsr-1308	2	5	1	1	NUM
aijmsr-1308	2	6	;	;	PUNCT
aijmsr-1308	2	7	2021	2021	NUM
aijmsr-1308	2	8	issn	issn	PROPN
aijmsr-1308	2	9	2638	2638	NUM
aijmsr-1308	2	10	-	-	SYM
aijmsr-1308	2	11	1249	1249	NUM
aijmsr-1308	2	12	e	e	NOUN
aijmsr-1308	2	13	-	-	PROPN
aijmsr-1308	2	14	issn	issn	PROPN
aijmsr-1308	2	15	2638	2638	NUM
aijmsr-1308	2	16	-	-	SYM
aijmsr-1308	2	17	1273	1273	NUM
aijmsr-1308	2	18	published	publish	VERB
aijmsr-1308	2	19	by	by	ADP
aijmsr-1308	2	20	cribfb	cribfb	PROPN
aijmsr-1308	2	21	,	,	PUNCT
aijmsr-1308	2	22	usa	usa	PROPN
aijmsr-1308	2	23	1	1	NUM
aijmsr-1308	2	24	delving	delve	VERB
aijmsr-1308	2	25	into	into	ADP
aijmsr-1308	2	26	blood	blood	NOUN
aijmsr-1308	2	27	transfusions	transfusion	NOUN
aijmsr-1308	2	28	data	datum	NOUN
aijmsr-1308	2	29	through	through	ADP
aijmsr-1308	2	30	data	datum	NOUN
aijmsr-1308	2	31	mining	mining	NOUN
aijmsr-1308	2	32	:	:	PUNCT
aijmsr-1308	2	33	a	a	DET
aijmsr-1308	2	34	study	study	NOUN
aijmsr-1308	2	35	of	of	ADP
aijmsr-1308	2	36	maizbhandari	maizbhandari	NOUN
aijmsr-1308	2	37	shah	shah	PROPN
aijmsr-1308	2	38	emdadia	emdadia	NOUN
aijmsr-1308	2	39	blood	blood	NOUN
aijmsr-1308	2	40	donors	donor	NOUN
aijmsr-1308	2	41	group	group	NOUN
aijmsr-1308	2	42	to	to	PART
aijmsr-1308	2	43	select	select	VERB
aijmsr-1308	2	44	volunteer	volunteer	NOUN
aijmsr-1308	2	45	blood	blood	NOUN
aijmsr-1308	2	46	donors	donor	NOUN
aijmsr-1308	2	47	efficiently	efficiently	ADV
aijmsr-1308	2	48	syed	syed	ADJ
aijmsr-1308	2	49	irfanul	irfanul	ADV
aijmsr-1308	2	50	hoque	hoque	NOUN
aijmsr-1308	2	51	managing	manage	VERB
aijmsr-1308	2	52	trustee	trustee	NOUN
aijmsr-1308	2	53	of	of	ADP
aijmsr-1308	2	54	darul	darul	PROPN
aijmsr-1308	2	55	irfan	irfan	PROPN
aijmsr-1308	2	56	research	research	PROPN
aijmsr-1308	2	57	institute	institute	PROPN
aijmsr-1308	2	58	(	(	PUNCT
aijmsr-1308	2	59	diri	diri	PROPN
aijmsr-1308	2	60	)	)	PUNCT
aijmsr-1308	2	61	and	and	CCONJ
aijmsr-1308	2	62	nayeb	nayeb	PROPN
aijmsr-1308	2	63	sajjadah	sajjadah	PROPN
aijmsr-1308	2	64	nasheen	nasheen	PROPN
aijmsr-1308	2	65	of	of	ADP
aijmsr-1308	2	66	maizbhandar	maizbhandar	PROPN
aijmsr-1308	2	67	darbar	darbar	PROPN
aijmsr-1308	2	68	sharif	sharif	PROPN
aijmsr-1308	2	69	,	,	PUNCT
aijmsr-1308	2	70	fatikchari	fatikchari	ADJ
aijmsr-1308	2	71	,	,	PUNCT
aijmsr-1308	2	72	chattogram	chattogram	PROPN
aijmsr-1308	2	73	,	,	PUNCT
aijmsr-1308	2	74	bangladesh	bangladesh	NOUN
aijmsr-1308	2	75	e	e	NOUN
aijmsr-1308	2	76	-	-	NOUN
aijmsr-1308	2	77	mail	mail	NOUN
aijmsr-1308	2	78	:	:	PUNCT
aijmsr-1308	2	79	tasauf.darulirfan@gmail.com	tasauf.darulirfan@gmail.com	X
aijmsr-1308	2	80	md	md	PROPN
aijmsr-1308	2	81	.	.	PROPN
aijmsr-1308	2	82	minhazul	minhazul	PROPN
aijmsr-1308	2	83	abedin	abedin	PROPN
aijmsr-1308	2	84	student	student	NOUN
aijmsr-1308	2	85	of	of	ADP
aijmsr-1308	2	86	department	department	PROPN
aijmsr-1308	2	87	of	of	ADP
aijmsr-1308	2	88	computer	computer	NOUN
aijmsr-1308	2	89	science	science	NOUN
aijmsr-1308	2	90	and	and	CCONJ
aijmsr-1308	2	91	telecommunication	telecommunication	NOUN
aijmsr-1308	2	92	engineering	engineering	NOUN
aijmsr-1308	2	93	,	,	PUNCT
aijmsr-1308	2	94	noakhali	noakhali	ADJ
aijmsr-1308	2	95	science	science	NOUN
aijmsr-1308	2	96	and	and	CCONJ
aijmsr-1308	2	97	technology	technology	PROPN
aijmsr-1308	2	98	university	university	NOUN
aijmsr-1308	2	99	,	,	PUNCT
aijmsr-1308	2	100	bangladesh	bangladesh	NOUN
aijmsr-1308	2	101	associate	associate	NOUN
aijmsr-1308	2	102	member	member	NOUN
aijmsr-1308	2	103	of	of	ADP
aijmsr-1308	2	104	diri	diri	PROPN
aijmsr-1308	2	105	,	,	PUNCT
aijmsr-1308	2	106	chattogram	chattogram	PROPN
aijmsr-1308	2	107	,	,	PUNCT
aijmsr-1308	2	108	bangladesh	bangladesh	NOUN
aijmsr-1308	2	109	e	e	NOUN
aijmsr-1308	2	110	-	-	NOUN
aijmsr-1308	2	111	mail	mail	NOUN
aijmsr-1308	2	112	:	:	PUNCT
aijmsr-1308	2	113	tasauf.darulirfan@gmail.com	tasauf.darulirfan@gmail.com	X
aijmsr-1308	2	114	mohammad	mohammad	PROPN
aijmsr-1308	2	115	sohel	sohel	PROPN
aijmsr-1308	2	116	chowdhury	chowdhury	PROPN
aijmsr-1308	2	117	student	student	PROPN
aijmsr-1308	2	118	of	of	ADP
aijmsr-1308	2	119	department	department	PROPN
aijmsr-1308	2	120	of	of	ADP
aijmsr-1308	2	121	computer	computer	NOUN
aijmsr-1308	2	122	science	science	NOUN
aijmsr-1308	2	123	and	and	CCONJ
aijmsr-1308	2	124	telecommunication	telecommunication	NOUN
aijmsr-1308	2	125	engineering	engineering	NOUN
aijmsr-1308	2	126	,	,	PUNCT
aijmsr-1308	2	127	noakhali	noakhali	ADJ
aijmsr-1308	2	128	science	science	NOUN
aijmsr-1308	2	129	and	and	CCONJ
aijmsr-1308	2	130	technology	technology	PROPN
aijmsr-1308	2	131	university	university	NOUN
aijmsr-1308	2	132	,	,	PUNCT
aijmsr-1308	2	133	bangladesh	bangladesh	NOUN
aijmsr-1308	2	134	associate	associate	NOUN
aijmsr-1308	2	135	member	member	NOUN
aijmsr-1308	2	136	of	of	ADP
aijmsr-1308	2	137	diri	diri	PROPN
aijmsr-1308	2	138	,	,	PUNCT
aijmsr-1308	2	139	chattogram	chattogram	PROPN
aijmsr-1308	2	140	,	,	PUNCT
aijmsr-1308	2	141	bangladesh	bangladesh	NOUN
aijmsr-1308	2	142	e	e	NOUN
aijmsr-1308	2	143	-	-	NOUN
aijmsr-1308	2	144	mail	mail	NOUN
aijmsr-1308	2	145	:	:	PUNCT
aijmsr-1308	2	146	tasauf.darulirfan@gmail.com	tasauf.darulirfan@gmail.com	X
aijmsr-1308	2	147	abstract	abstract	ADJ
aijmsr-1308	2	148	the	the	DET
aijmsr-1308	2	149	demand	demand	NOUN
aijmsr-1308	2	150	for	for	ADP
aijmsr-1308	2	151	blood	blood	NOUN
aijmsr-1308	2	152	transfusion	transfusion	NOUN
aijmsr-1308	2	153	is	be	AUX
aijmsr-1308	2	154	rising	rise	VERB
aijmsr-1308	2	155	gradually	gradually	ADV
aijmsr-1308	2	156	.	.	PUNCT
aijmsr-1308	3	1	therefore	therefore	ADV
aijmsr-1308	3	2	,	,	PUNCT
aijmsr-1308	3	3	volunteer	volunteer	NOUN
aijmsr-1308	3	4	blood	blood	NOUN
aijmsr-1308	3	5	donors	donor	NOUN
aijmsr-1308	3	6	are	be	AUX
aijmsr-1308	3	7	needed	need	VERB
aijmsr-1308	3	8	to	to	PART
aijmsr-1308	3	9	save	save	VERB
aijmsr-1308	3	10	the	the	DET
aijmsr-1308	3	11	lives	life	NOUN
aijmsr-1308	3	12	of	of	ADP
aijmsr-1308	3	13	patients	patient	NOUN
aijmsr-1308	3	14	.	.	PUNCT
aijmsr-1308	4	1	there	there	PRON
aijmsr-1308	4	2	are	be	VERB
aijmsr-1308	4	3	lot	lot	NOUN
aijmsr-1308	4	4	of	of	ADP
aijmsr-1308	4	5	volunteer	volunteer	NOUN
aijmsr-1308	4	6	donors	donor	NOUN
aijmsr-1308	4	7	in	in	ADP
aijmsr-1308	4	8	every	every	DET
aijmsr-1308	4	9	society	society	NOUN
aijmsr-1308	4	10	.	.	PUNCT
aijmsr-1308	5	1	but	but	CCONJ
aijmsr-1308	5	2	,	,	PUNCT
aijmsr-1308	5	3	the	the	DET
aijmsr-1308	5	4	main	main	ADJ
aijmsr-1308	5	5	problem	problem	NOUN
aijmsr-1308	5	6	people	people	NOUN
aijmsr-1308	5	7	face	face	VERB
aijmsr-1308	5	8	is	be	AUX
aijmsr-1308	5	9	finding	find	VERB
aijmsr-1308	5	10	such	such	ADJ
aijmsr-1308	5	11	donors	donor	NOUN
aijmsr-1308	5	12	at	at	ADP
aijmsr-1308	5	13	the	the	DET
aijmsr-1308	5	14	right	right	ADJ
aijmsr-1308	5	15	time	time	NOUN
aijmsr-1308	5	16	.	.	PUNCT
aijmsr-1308	6	1	to	to	PART
aijmsr-1308	6	2	locate	locate	VERB
aijmsr-1308	6	3	potential	potential	ADJ
aijmsr-1308	6	4	blood	blood	NOUN
aijmsr-1308	6	5	donors	donor	NOUN
aijmsr-1308	6	6	,	,	PUNCT
aijmsr-1308	6	7	we	we	PRON
aijmsr-1308	6	8	collected	collect	VERB
aijmsr-1308	6	9	data	datum	NOUN
aijmsr-1308	6	10	from	from	ADP
aijmsr-1308	6	11	the	the	DET
aijmsr-1308	6	12	maizbhandari	maizbhandari	NOUN
aijmsr-1308	6	13	shah	shah	NOUN
aijmsr-1308	6	14	emdadia	emdadia	NOUN
aijmsr-1308	6	15	blood	blood	NOUN
aijmsr-1308	6	16	donors	donor	NOUN
aijmsr-1308	6	17	’	'	PUNCT
aijmsr-1308	6	18	group	group	NOUN
aijmsr-1308	6	19	,	,	PUNCT
aijmsr-1308	6	20	which	which	PRON
aijmsr-1308	6	21	consists	consist	VERB
aijmsr-1308	6	22	of	of	ADP
aijmsr-1308	6	23	700	700	NUM
aijmsr-1308	6	24	active	active	ADJ
aijmsr-1308	6	25	volunteer	volunteer	NOUN
aijmsr-1308	6	26	blood	blood	NOUN
aijmsr-1308	6	27	donors	donor	NOUN
aijmsr-1308	6	28	.	.	PUNCT
aijmsr-1308	7	1	this	this	DET
aijmsr-1308	7	2	study	study	NOUN
aijmsr-1308	7	3	aims	aim	VERB
aijmsr-1308	7	4	to	to	PART
aijmsr-1308	7	5	choose	choose	VERB
aijmsr-1308	7	6	potential	potential	ADJ
aijmsr-1308	7	7	volunteer	volunteer	NOUN
aijmsr-1308	7	8	donors	donor	NOUN
aijmsr-1308	7	9	efficiently	efficiently	ADV
aijmsr-1308	7	10	at	at	ADP
aijmsr-1308	7	11	the	the	DET
aijmsr-1308	7	12	emergency	emergency	NOUN
aijmsr-1308	7	13	time	time	NOUN
aijmsr-1308	7	14	from	from	ADP
aijmsr-1308	7	15	the	the	DET
aijmsr-1308	7	16	maizbhandari	maizbhandari	NOUN
aijmsr-1308	7	17	shah	shah	NOUN
aijmsr-1308	7	18	emdadia	emdadia	NOUN
aijmsr-1308	7	19	blood	blood	NOUN
aijmsr-1308	7	20	donors	donor	NOUN
aijmsr-1308	7	21	’	'	PUNCT
aijmsr-1308	7	22	group	group	NOUN
aijmsr-1308	7	23	based	base	VERB
aijmsr-1308	7	24	on	on	ADP
aijmsr-1308	7	25	their	their	PRON
aijmsr-1308	7	26	past	past	ADJ
aijmsr-1308	7	27	data	datum	NOUN
aijmsr-1308	7	28	.	.	PUNCT
aijmsr-1308	8	1	we	we	PRON
aijmsr-1308	8	2	have	have	AUX
aijmsr-1308	8	3	developed	develop	VERB
aijmsr-1308	8	4	two	two	NUM
aijmsr-1308	8	5	models	model	NOUN
aijmsr-1308	8	6	,	,	PUNCT
aijmsr-1308	8	7	namely	namely	ADV
aijmsr-1308	8	8	descriptive	descriptive	ADJ
aijmsr-1308	8	9	and	and	CCONJ
aijmsr-1308	8	10	predictive	predictive	ADJ
aijmsr-1308	8	11	models	model	NOUN
aijmsr-1308	8	12	,	,	PUNCT
aijmsr-1308	8	13	using	use	VERB
aijmsr-1308	8	14	data	datum	NOUN
aijmsr-1308	8	15	mining	mining	NOUN
aijmsr-1308	8	16	techniques	technique	NOUN
aijmsr-1308	8	17	.	.	PUNCT
aijmsr-1308	9	1	the	the	DET
aijmsr-1308	9	2	descriptive	descriptive	ADJ
aijmsr-1308	9	3	model	model	NOUN
aijmsr-1308	9	4	analyzes	analyze	VERB
aijmsr-1308	9	5	data	data	NOUN
aijmsr-1308	9	6	patterns	pattern	NOUN
aijmsr-1308	9	7	and	and	CCONJ
aijmsr-1308	9	8	explores	explore	VERB
aijmsr-1308	9	9	the	the	DET
aijmsr-1308	9	10	donors	donor	NOUN
aijmsr-1308	9	11	’	’	PART
aijmsr-1308	9	12	behaviour	behaviour	NOUN
aijmsr-1308	9	13	.	.	PUNCT
aijmsr-1308	10	1	a	a	DET
aijmsr-1308	10	2	data	data	NOUN
aijmsr-1308	10	3	mining	mining	NOUN
aijmsr-1308	10	4	clustering	clustering	ADJ
aijmsr-1308	10	5	algorithm	algorithm	NOUN
aijmsr-1308	10	6	was	be	AUX
aijmsr-1308	10	7	used	use	VERB
aijmsr-1308	10	8	to	to	PART
aijmsr-1308	10	9	develop	develop	VERB
aijmsr-1308	10	10	the	the	DET
aijmsr-1308	10	11	descriptive	descriptive	ADJ
aijmsr-1308	10	12	model	model	NOUN
aijmsr-1308	10	13	.	.	PUNCT
aijmsr-1308	11	1	the	the	DET
aijmsr-1308	11	2	underlying	underlie	VERB
aijmsr-1308	11	3	factors	factor	NOUN
aijmsr-1308	11	4	of	of	ADP
aijmsr-1308	11	5	donors	donor	NOUN
aijmsr-1308	11	6	'	'	PART
aijmsr-1308	11	7	intention	intention	NOUN
aijmsr-1308	11	8	to	to	PART
aijmsr-1308	11	9	donate	donate	VERB
aijmsr-1308	11	10	blood	blood	NOUN
aijmsr-1308	11	11	were	be	AUX
aijmsr-1308	11	12	identified	identify	VERB
aijmsr-1308	11	13	and	and	CCONJ
aijmsr-1308	11	14	evaluated	evaluate	VERB
aijmsr-1308	11	15	using	use	VERB
aijmsr-1308	11	16	this	this	DET
aijmsr-1308	11	17	descriptive	descriptive	ADJ
aijmsr-1308	11	18	model	model	NOUN
aijmsr-1308	11	19	.	.	PUNCT
aijmsr-1308	12	1	these	these	DET
aijmsr-1308	12	2	factors	factor	NOUN
aijmsr-1308	12	3	were	be	AUX
aijmsr-1308	12	4	then	then	ADV
aijmsr-1308	12	5	utilized	utilize	VERB
aijmsr-1308	12	6	to	to	PART
aijmsr-1308	12	7	develop	develop	VERB
aijmsr-1308	12	8	the	the	DET
aijmsr-1308	12	9	predictive	predictive	ADJ
aijmsr-1308	12	10	model	model	NOUN
aijmsr-1308	12	11	,	,	PUNCT
aijmsr-1308	12	12	which	which	PRON
aijmsr-1308	12	13	in	in	ADP
aijmsr-1308	12	14	turn	turn	NOUN
aijmsr-1308	12	15	assists	assist	NOUN
aijmsr-1308	12	16	to	to	PART
aijmsr-1308	12	17	predict	predict	VERB
aijmsr-1308	12	18	whether	whether	SCONJ
aijmsr-1308	12	19	a	a	DET
aijmsr-1308	12	20	donor	donor	NOUN
aijmsr-1308	12	21	will	will	AUX
aijmsr-1308	12	22	donate	donate	VERB
aijmsr-1308	12	23	blood	blood	NOUN
aijmsr-1308	12	24	or	or	CCONJ
aijmsr-1308	12	25	not	not	PART
aijmsr-1308	12	26	during	during	ADP
aijmsr-1308	12	27	an	an	DET
aijmsr-1308	12	28	emergency	emergency	NOUN
aijmsr-1308	12	29	.	.	PUNCT
aijmsr-1308	13	1	the	the	DET
aijmsr-1308	13	2	findings	finding	NOUN
aijmsr-1308	13	3	of	of	ADP
aijmsr-1308	13	4	these	these	DET
aijmsr-1308	13	5	two	two	NUM
aijmsr-1308	13	6	models	model	NOUN
aijmsr-1308	13	7	will	will	AUX
aijmsr-1308	13	8	assist	assist	VERB
aijmsr-1308	13	9	the	the	DET
aijmsr-1308	13	10	clinical	clinical	ADJ
aijmsr-1308	13	11	experts	expert	NOUN
aijmsr-1308	13	12	in	in	ADP
aijmsr-1308	13	13	locating	locate	VERB
aijmsr-1308	13	14	potential	potential	ADJ
aijmsr-1308	13	15	volunteer	volunteer	NOUN
aijmsr-1308	13	16	blood	blood	NOUN
aijmsr-1308	13	17	donors	donor	NOUN
aijmsr-1308	13	18	within	within	ADP
aijmsr-1308	13	19	the	the	DET
aijmsr-1308	13	20	shortest	short	ADJ
aijmsr-1308	13	21	period	period	NOUN
aijmsr-1308	13	22	and	and	CCONJ
aijmsr-1308	13	23	thus	thus	ADV
aijmsr-1308	13	24	save	save	VERB
aijmsr-1308	13	25	valuable	valuable	ADJ
aijmsr-1308	13	26	lives	life	NOUN
aijmsr-1308	13	27	.	.	PUNCT
aijmsr-1308	14	1	keywords	keyword	NOUN
aijmsr-1308	14	2	:	:	PUNCT
aijmsr-1308	14	3	data	data	PROPN
aijmsr-1308	14	4	mining	mining	NOUN
aijmsr-1308	14	5	,	,	PUNCT
aijmsr-1308	14	6	maizbhandar	maizbhandar	NOUN
aijmsr-1308	14	7	blood	blood	NOUN
aijmsr-1308	14	8	donation	donation	NOUN
aijmsr-1308	14	9	,	,	PUNCT
aijmsr-1308	14	10	clustering	clustering	NOUN
aijmsr-1308	14	11	,	,	PUNCT
aijmsr-1308	14	12	classification	classification	NOUN
aijmsr-1308	14	13	,	,	PUNCT
aijmsr-1308	14	14	prediction	prediction	NOUN
aijmsr-1308	14	15	model	model	NOUN
aijmsr-1308	14	16	.	.	PUNCT
aijmsr-1308	15	1	introduction	introduction	NOUN
aijmsr-1308	15	2	blood	blood	NOUN
aijmsr-1308	15	3	donation	donation	NOUN
aijmsr-1308	15	4	is	be	AUX
aijmsr-1308	15	5	the	the	DET
aijmsr-1308	15	6	best	good	ADJ
aijmsr-1308	15	7	goodwill	goodwill	NOUN
aijmsr-1308	15	8	of	of	ADP
aijmsr-1308	15	9	a	a	DET
aijmsr-1308	15	10	person	person	NOUN
aijmsr-1308	15	11	.	.	PUNCT
aijmsr-1308	16	1	it	it	PRON
aijmsr-1308	16	2	plays	play	VERB
aijmsr-1308	16	3	a	a	DET
aijmsr-1308	16	4	significant	significant	ADJ
aijmsr-1308	16	5	role	role	NOUN
aijmsr-1308	16	6	in	in	ADP
aijmsr-1308	16	7	saving	save	VERB
aijmsr-1308	16	8	lives	life	NOUN
aijmsr-1308	16	9	.	.	PUNCT
aijmsr-1308	17	1	every	every	DET
aijmsr-1308	17	2	day	day	NOUN
aijmsr-1308	17	3	,	,	PUNCT
aijmsr-1308	17	4	we	we	PRON
aijmsr-1308	17	5	see	see	VERB
aijmsr-1308	17	6	a	a	DET
aijmsr-1308	17	7	massive	massive	ADJ
aijmsr-1308	17	8	demand	demand	NOUN
aijmsr-1308	17	9	for	for	ADP
aijmsr-1308	17	10	blood	blood	NOUN
aijmsr-1308	17	11	all	all	ADV
aijmsr-1308	17	12	across	across	ADP
aijmsr-1308	17	13	the	the	DET
aijmsr-1308	17	14	world	world	NOUN
aijmsr-1308	17	15	.	.	PUNCT
aijmsr-1308	18	1	the	the	DET
aijmsr-1308	18	2	need	need	NOUN
aijmsr-1308	18	3	for	for	ADP
aijmsr-1308	18	4	blood	blood	NOUN
aijmsr-1308	18	5	is	be	AUX
aijmsr-1308	18	6	increasing	increase	VERB
aijmsr-1308	18	7	as	as	ADP
aijmsr-1308	18	8	a	a	DET
aijmsr-1308	18	9	result	result	NOUN
aijmsr-1308	18	10	of	of	ADP
aijmsr-1308	18	11	https://www.cribfb.com/journal/index.php/aijmsr	https://www.cribfb.com/journal/index.php/aijmsr	PROPN
aijmsr-1308	18	12	american	american	PROPN
aijmsr-1308	18	13	international	international	PROPN
aijmsr-1308	18	14	journal	journal	PROPN
aijmsr-1308	18	15	of	of	ADP
aijmsr-1308	18	16	multidisciplinary	multidisciplinary	ADJ
aijmsr-1308	18	17	scientific	scientific	ADJ
aijmsr-1308	18	18	research	research	NOUN
aijmsr-1308	18	19	vol	vol	NOUN
aijmsr-1308	18	20	.	.	PUNCT
aijmsr-1308	19	1	10	10	NUM
aijmsr-1308	19	2	,	,	PUNCT
aijmsr-1308	19	3	no	no	INTJ
aijmsr-1308	19	4	.	.	NOUN
aijmsr-1308	19	5	1	1	NUM
aijmsr-1308	19	6	;	;	PUNCT
aijmsr-1308	19	7	2021	2021	NUM
aijmsr-1308	19	8	2	2	NUM
aijmsr-1308	19	9	surgical	surgical	ADJ
aijmsr-1308	19	10	treatment	treatment	NOUN
aijmsr-1308	19	11	for	for	ADP
aijmsr-1308	19	12	various	various	ADJ
aijmsr-1308	19	13	diseases	disease	NOUN
aijmsr-1308	19	14	(	(	PUNCT
aijmsr-1308	19	15	gulinac	gulinac	ADJ
aijmsr-1308	19	16	,	,	PUNCT
aijmsr-1308	19	17	2020	2020	NUM
aijmsr-1308	19	18	;	;	PUNCT
aijmsr-1308	20	1	serteva	serteva	PROPN
aijmsr-1308	20	2	,	,	PUNCT
aijmsr-1308	20	3	2019	2019	NUM
aijmsr-1308	20	4	)	)	PUNCT
aijmsr-1308	20	5	,	,	PUNCT
aijmsr-1308	20	6	accidents	accident	NOUN
aijmsr-1308	20	7	,	,	PUNCT
aijmsr-1308	20	8	delivery	delivery	NOUN
aijmsr-1308	20	9	cases	case	NOUN
aijmsr-1308	20	10	,	,	PUNCT
aijmsr-1308	20	11	kidney	kidney	NOUN
aijmsr-1308	20	12	diseases	disease	NOUN
aijmsr-1308	20	13	(	(	PUNCT
aijmsr-1308	20	14	velikova	velikova	X
aijmsr-1308	20	15	et	et	PROPN
aijmsr-1308	20	16	al	al	PROPN
aijmsr-1308	20	17	.	.	PROPN
aijmsr-1308	20	18	,	,	PUNCT
aijmsr-1308	20	19	2018	2018	NUM
aijmsr-1308	20	20	)	)	PUNCT
aijmsr-1308	20	21	,	,	PUNCT
aijmsr-1308	20	22	thalassemia	thalassemia	NOUN
aijmsr-1308	20	23	,	,	PUNCT
aijmsr-1308	20	24	anemia	anemia	NOUN
aijmsr-1308	20	25	,	,	PUNCT
aijmsr-1308	20	26	and	and	CCONJ
aijmsr-1308	20	27	extreme	extreme	ADJ
aijmsr-1308	20	28	health	health	NOUN
aijmsr-1308	20	29	issues	issue	NOUN
aijmsr-1308	20	30	such	such	ADJ
aijmsr-1308	20	31	as	as	ADP
aijmsr-1308	20	32	organ	organ	NOUN
aijmsr-1308	20	33	transplants	transplant	NOUN
aijmsr-1308	20	34	,	,	PUNCT
aijmsr-1308	20	35	leukemia	leukemia	NOUN
aijmsr-1308	20	36	,	,	PUNCT
aijmsr-1308	20	37	and	and	CCONJ
aijmsr-1308	20	38	bone	bone	NOUN
aijmsr-1308	20	39	marrow	marrow	NOUN
aijmsr-1308	20	40	cancer	cancer	NOUN
aijmsr-1308	20	41	.	.	PUNCT
aijmsr-1308	21	1	all	all	PRON
aijmsr-1308	21	2	of	of	ADP
aijmsr-1308	21	3	these	these	DET
aijmsr-1308	21	4	urgent	urgent	ADJ
aijmsr-1308	21	5	scenarios	scenario	NOUN
aijmsr-1308	21	6	result	result	VERB
aijmsr-1308	21	7	in	in	ADP
aijmsr-1308	21	8	sudden	sudden	ADJ
aijmsr-1308	21	9	high	high	ADJ
aijmsr-1308	21	10	blood	blood	NOUN
aijmsr-1308	21	11	loss	loss	NOUN
aijmsr-1308	21	12	,	,	PUNCT
aijmsr-1308	21	13	necessitating	necessitate	VERB
aijmsr-1308	21	14	an	an	DET
aijmsr-1308	21	15	emergency	emergency	NOUN
aijmsr-1308	21	16	blood	blood	NOUN
aijmsr-1308	21	17	supply	supply	NOUN
aijmsr-1308	21	18	,	,	PUNCT
aijmsr-1308	21	19	which	which	PRON
aijmsr-1308	21	20	if	if	SCONJ
aijmsr-1308	21	21	not	not	PART
aijmsr-1308	21	22	provided	provide	VERB
aijmsr-1308	21	23	can	can	AUX
aijmsr-1308	21	24	result	result	VERB
aijmsr-1308	21	25	in	in	ADP
aijmsr-1308	21	26	death	death	NOUN
aijmsr-1308	21	27	.	.	PUNCT
aijmsr-1308	22	1	each	each	DET
aijmsr-1308	22	2	year	year	NOUN
aijmsr-1308	22	3	,	,	PUNCT
aijmsr-1308	22	4	118.4	118.4	NUM
aijmsr-1308	22	5	million	million	NUM
aijmsr-1308	22	6	units	unit	NOUN
aijmsr-1308	22	7	of	of	ADP
aijmsr-1308	22	8	blood	blood	NOUN
aijmsr-1308	22	9	are	be	AUX
aijmsr-1308	22	10	collected	collect	VERB
aijmsr-1308	22	11	worldwide	worldwide	ADV
aijmsr-1308	22	12	,	,	PUNCT
aijmsr-1308	22	13	according	accord	VERB
aijmsr-1308	22	14	to	to	ADP
aijmsr-1308	22	15	the	the	DET
aijmsr-1308	22	16	world	world	PROPN
aijmsr-1308	22	17	health	health	NOUN
aijmsr-1308	22	18	organization	organization	NOUN
aijmsr-1308	22	19	(	(	PUNCT
aijmsr-1308	22	20	who	who	PRON
aijmsr-1308	22	21	)	)	PUNCT
aijmsr-1308	22	22	.	.	PUNCT
aijmsr-1308	23	1	nearly	nearly	ADV
aijmsr-1308	23	2	half	half	NOUN
aijmsr-1308	23	3	of	of	ADP
aijmsr-1308	23	4	them	they	PRON
aijmsr-1308	23	5	are	be	AUX
aijmsr-1308	23	6	gathered	gather	VERB
aijmsr-1308	23	7	in	in	ADP
aijmsr-1308	23	8	high	high	ADJ
aijmsr-1308	23	9	-	-	PUNCT
aijmsr-1308	23	10	income	income	NOUN
aijmsr-1308	23	11	countries	country	NOUN
aijmsr-1308	23	12	.	.	PUNCT
aijmsr-1308	24	1	blood	blood	NOUN
aijmsr-1308	24	2	donation	donation	NOUN
aijmsr-1308	24	3	rates	rate	NOUN
aijmsr-1308	24	4	in	in	ADP
aijmsr-1308	24	5	high	high	ADJ
aijmsr-1308	24	6	-	-	PUNCT
aijmsr-1308	24	7	income	income	NOUN
aijmsr-1308	24	8	countries	country	NOUN
aijmsr-1308	24	9	,	,	PUNCT
aijmsr-1308	24	10	upper	upper	ADJ
aijmsr-1308	24	11	-	-	PUNCT
aijmsr-1308	24	12	middle	middle	ADJ
aijmsr-1308	24	13	-	-	PUNCT
aijmsr-1308	24	14	income	income	NOUN
aijmsr-1308	24	15	countries	country	NOUN
aijmsr-1308	24	16	,	,	PUNCT
aijmsr-1308	24	17	lower	lower	ADV
aijmsr-1308	24	18	-	-	PUNCT
aijmsr-1308	24	19	middle	middle	ADJ
aijmsr-1308	24	20	-	-	PUNCT
aijmsr-1308	24	21	income	income	NOUN
aijmsr-1308	24	22	countries	country	NOUN
aijmsr-1308	24	23	,	,	PUNCT
aijmsr-1308	24	24	and	and	CCONJ
aijmsr-1308	24	25	lowincome	lowincome	NOUN
aijmsr-1308	24	26	countries	country	NOUN
aijmsr-1308	24	27	are	be	AUX
aijmsr-1308	24	28	31.5	31.5	NUM
aijmsr-1308	24	29	,	,	PUNCT
aijmsr-1308	24	30	15.9	15.9	NUM
aijmsr-1308	24	31	,	,	PUNCT
aijmsr-1308	24	32	6.8	6.8	NUM
aijmsr-1308	24	33	,	,	PUNCT
aijmsr-1308	24	34	and	and	CCONJ
aijmsr-1308	24	35	5.0	5.0	NUM
aijmsr-1308	24	36	donations	donation	NOUN
aijmsr-1308	24	37	per	per	ADP
aijmsr-1308	24	38	1000	1000	NUM
aijmsr-1308	24	39	people	people	NOUN
aijmsr-1308	24	40	,	,	PUNCT
aijmsr-1308	24	41	respectively	respectively	ADV
aijmsr-1308	24	42	.	.	PUNCT
aijmsr-1308	25	1	especially	especially	ADV
aijmsr-1308	25	2	,	,	PUNCT
aijmsr-1308	25	3	southeast	southeast	PROPN
aijmsr-1308	25	4	asia	asia	PROPN
aijmsr-1308	25	5	faces	face	VERB
aijmsr-1308	25	6	significant	significant	ADJ
aijmsr-1308	25	7	difficulties	difficulty	NOUN
aijmsr-1308	25	8	in	in	ADP
aijmsr-1308	25	9	the	the	DET
aijmsr-1308	25	10	shortage	shortage	NOUN
aijmsr-1308	25	11	of	of	ADP
aijmsr-1308	25	12	blood	blood	NOUN
aijmsr-1308	25	13	.	.	PUNCT
aijmsr-1308	26	1	(	(	PUNCT
aijmsr-1308	26	2	“	"	PUNCT
aijmsr-1308	26	3	blood	blood	NOUN
aijmsr-1308	26	4	safety	safety	NOUN
aijmsr-1308	26	5	and	and	CCONJ
aijmsr-1308	26	6	availability	availability	NOUN
aijmsr-1308	26	7	,	,	PUNCT
aijmsr-1308	26	8	”	"	PUNCT
aijmsr-1308	26	9	2020	2020	NUM
aijmsr-1308	26	10	)	)	PUNCT
aijmsr-1308	26	11	there	there	PRON
aijmsr-1308	26	12	are	be	VERB
aijmsr-1308	26	13	three	three	NUM
aijmsr-1308	26	14	types	type	NOUN
aijmsr-1308	26	15	of	of	ADP
aijmsr-1308	26	16	blood	blood	NOUN
aijmsr-1308	26	17	donors	donor	NOUN
aijmsr-1308	26	18	:	:	PUNCT
aijmsr-1308	26	19	volunteer	volunteer	NOUN
aijmsr-1308	26	20	,	,	PUNCT
aijmsr-1308	26	21	family	family	NOUN
aijmsr-1308	26	22	/	/	SYM
aijmsr-1308	26	23	friends	friend	NOUN
aijmsr-1308	26	24	of	of	ADP
aijmsr-1308	26	25	the	the	DET
aijmsr-1308	26	26	patient	patient	NOUN
aijmsr-1308	26	27	,	,	PUNCT
aijmsr-1308	26	28	and	and	CCONJ
aijmsr-1308	26	29	paid	pay	VERB
aijmsr-1308	26	30	donors	donor	NOUN
aijmsr-1308	26	31	.	.	PUNCT
aijmsr-1308	27	1	according	accord	VERB
aijmsr-1308	27	2	to	to	ADP
aijmsr-1308	27	3	the	the	PRON
aijmsr-1308	27	4	who	who	PRON
aijmsr-1308	27	5	,	,	PUNCT
aijmsr-1308	27	6	79	79	NUM
aijmsr-1308	27	7	countries	country	NOUN
aijmsr-1308	27	8	get	get	VERB
aijmsr-1308	27	9	over	over	ADP
aijmsr-1308	27	10	90	90	NUM
aijmsr-1308	27	11	%	%	NOUN
aijmsr-1308	27	12	of	of	ADP
aijmsr-1308	27	13	their	their	PRON
aijmsr-1308	27	14	blood	blood	NOUN
aijmsr-1308	27	15	supply	supply	NOUN
aijmsr-1308	27	16	from	from	ADP
aijmsr-1308	27	17	unpaid	unpaid	ADJ
aijmsr-1308	27	18	volunteers	volunteer	NOUN
aijmsr-1308	27	19	.	.	PUNCT
aijmsr-1308	28	1	over	over	ADP
aijmsr-1308	28	2	half	half	NOUN
aijmsr-1308	28	3	of	of	ADP
aijmsr-1308	28	4	the	the	DET
aijmsr-1308	28	5	blood	blood	NOUN
aijmsr-1308	28	6	supply	supply	NOUN
aijmsr-1308	28	7	in	in	ADP
aijmsr-1308	28	8	56	56	NUM
aijmsr-1308	28	9	countries	country	NOUN
aijmsr-1308	28	10	comes	come	VERB
aijmsr-1308	28	11	from	from	ADP
aijmsr-1308	28	12	family	family	NOUN
aijmsr-1308	28	13	/	/	SYM
aijmsr-1308	28	14	replacement	replacement	NOUN
aijmsr-1308	28	15	or	or	CCONJ
aijmsr-1308	28	16	paid	pay	VERB
aijmsr-1308	28	17	donors	donor	NOUN
aijmsr-1308	28	18	(	(	PUNCT
aijmsr-1308	28	19	“	"	PUNCT
aijmsr-1308	28	20	blood	blood	NOUN
aijmsr-1308	28	21	safety	safety	NOUN
aijmsr-1308	28	22	and	and	CCONJ
aijmsr-1308	28	23	availability	availability	NOUN
aijmsr-1308	28	24	,	,	PUNCT
aijmsr-1308	28	25	”	"	PUNCT
aijmsr-1308	28	26	2020	2020	NUM
aijmsr-1308	28	27	)	)	PUNCT
aijmsr-1308	28	28	.	.	PUNCT
aijmsr-1308	29	1	these	these	DET
aijmsr-1308	29	2	findings	finding	NOUN
aijmsr-1308	29	3	show	show	VERB
aijmsr-1308	29	4	that	that	SCONJ
aijmsr-1308	29	5	many	many	ADJ
aijmsr-1308	29	6	high	high	ADJ
aijmsr-1308	29	7	-	-	PUNCT
aijmsr-1308	29	8	income	income	NOUN
aijmsr-1308	29	9	countries	country	NOUN
aijmsr-1308	29	10	meet	meet	VERB
aijmsr-1308	29	11	their	their	PRON
aijmsr-1308	29	12	blood	blood	NOUN
aijmsr-1308	29	13	demand	demand	NOUN
aijmsr-1308	29	14	through	through	ADP
aijmsr-1308	29	15	volunteer	volunteer	NOUN
aijmsr-1308	29	16	donors	donor	NOUN
aijmsr-1308	29	17	.	.	PUNCT
aijmsr-1308	30	1	since	since	SCONJ
aijmsr-1308	30	2	there	there	PRON
aijmsr-1308	30	3	is	be	VERB
aijmsr-1308	30	4	a	a	DET
aijmsr-1308	30	5	shortage	shortage	NOUN
aijmsr-1308	30	6	of	of	ADP
aijmsr-1308	30	7	blood	blood	NOUN
aijmsr-1308	30	8	in	in	ADP
aijmsr-1308	30	9	developing	develop	VERB
aijmsr-1308	30	10	countries	country	NOUN
aijmsr-1308	30	11	(	(	PUNCT
aijmsr-1308	30	12	world	world	NOUN
aijmsr-1308	30	13	health	health	NOUN
aijmsr-1308	30	14	organization	organization	NOUN
aijmsr-1308	30	15	,	,	PUNCT
aijmsr-1308	30	16	2010	2010	NUM
aijmsr-1308	30	17	)	)	PUNCT
aijmsr-1308	30	18	,	,	PUNCT
aijmsr-1308	30	19	volunteer	volunteer	NOUN
aijmsr-1308	30	20	blood	blood	NOUN
aijmsr-1308	30	21	donation	donation	NOUN
aijmsr-1308	30	22	is	be	AUX
aijmsr-1308	30	23	the	the	DET
aijmsr-1308	30	24	best	good	ADJ
aijmsr-1308	30	25	option	option	NOUN
aijmsr-1308	30	26	to	to	PART
aijmsr-1308	30	27	reduce	reduce	VERB
aijmsr-1308	30	28	this	this	DET
aijmsr-1308	30	29	shortage	shortage	NOUN
aijmsr-1308	30	30	.	.	PUNCT
aijmsr-1308	31	1	again	again	ADV
aijmsr-1308	31	2	,	,	PUNCT
aijmsr-1308	31	3	bangladesh	bangladesh	NOUN
aijmsr-1308	31	4	,	,	PUNCT
aijmsr-1308	31	5	one	one	NUM
aijmsr-1308	31	6	of	of	ADP
aijmsr-1308	31	7	the	the	DET
aijmsr-1308	31	8	developing	develop	VERB
aijmsr-1308	31	9	countries	country	NOUN
aijmsr-1308	31	10	,	,	PUNCT
aijmsr-1308	31	11	receives	receive	VERB
aijmsr-1308	31	12	just	just	ADV
aijmsr-1308	31	13	31	31	NUM
aijmsr-1308	31	14	%	%	NOUN
aijmsr-1308	31	15	of	of	ADP
aijmsr-1308	31	16	its	its	PRON
aijmsr-1308	31	17	blood	blood	NOUN
aijmsr-1308	31	18	from	from	ADP
aijmsr-1308	31	19	volunteers	volunteer	NOUN
aijmsr-1308	31	20	.	.	PUNCT
aijmsr-1308	32	1	this	this	DET
aijmsr-1308	32	2	figure	figure	NOUN
aijmsr-1308	32	3	is	be	AUX
aijmsr-1308	32	4	quite	quite	ADV
aijmsr-1308	32	5	low	low	ADJ
aijmsr-1308	32	6	when	when	SCONJ
aijmsr-1308	32	7	compared	compare	VERB
aijmsr-1308	32	8	to	to	ADP
aijmsr-1308	32	9	other	other	ADJ
aijmsr-1308	32	10	south	south	ADJ
aijmsr-1308	32	11	-	-	PUNCT
aijmsr-1308	32	12	east	east	NOUN
aijmsr-1308	32	13	asian	asian	ADJ
aijmsr-1308	32	14	countries	country	NOUN
aijmsr-1308	32	15	like	like	ADP
aijmsr-1308	32	16	thailand	thailand	PROPN
aijmsr-1308	32	17	,	,	PUNCT
aijmsr-1308	32	18	india	india	PROPN
aijmsr-1308	32	19	,	,	PUNCT
aijmsr-1308	32	20	and	and	CCONJ
aijmsr-1308	32	21	sri	sri	PROPN
aijmsr-1308	32	22	lanka	lanka	PROPN
aijmsr-1308	32	23	,	,	PUNCT
aijmsr-1308	32	24	where	where	SCONJ
aijmsr-1308	32	25	the	the	DET
aijmsr-1308	32	26	figure	figure	NOUN
aijmsr-1308	32	27	can	can	AUX
aijmsr-1308	32	28	reach	reach	VERB
aijmsr-1308	32	29	as	as	ADV
aijmsr-1308	32	30	high	high	ADJ
aijmsr-1308	32	31	as	as	ADP
aijmsr-1308	32	32	95	95	NUM
aijmsr-1308	32	33	percent	percent	NOUN
aijmsr-1308	32	34	(	(	PUNCT
aijmsr-1308	32	35	“	"	PUNCT
aijmsr-1308	32	36	bangladesh	bangladesh	NOUN
aijmsr-1308	32	37	is	be	AUX
aijmsr-1308	32	38	still	still	ADV
aijmsr-1308	32	39	to	to	PART
aijmsr-1308	32	40	meet	meet	VERB
aijmsr-1308	32	41	the	the	DET
aijmsr-1308	32	42	demand	demand	NOUN
aijmsr-1308	32	43	of	of	ADP
aijmsr-1308	32	44	safe	safe	ADJ
aijmsr-1308	32	45	blood	blood	NOUN
aijmsr-1308	32	46	supply	supply	NOUN
aijmsr-1308	32	47	,	,	PUNCT
aijmsr-1308	32	48	”	"	PUNCT
aijmsr-1308	32	49	2017	2017	NUM
aijmsr-1308	32	50	)	)	PUNCT
aijmsr-1308	32	51	.	.	PUNCT
aijmsr-1308	33	1	to	to	PART
aijmsr-1308	33	2	increase	increase	VERB
aijmsr-1308	33	3	volunteer	volunteer	NOUN
aijmsr-1308	33	4	donors	donor	NOUN
aijmsr-1308	33	5	,	,	PUNCT
aijmsr-1308	33	6	the	the	DET
aijmsr-1308	33	7	bangladesh	bangladesh	NOUN
aijmsr-1308	33	8	government	government	NOUN
aijmsr-1308	33	9	set	set	VERB
aijmsr-1308	33	10	a	a	DET
aijmsr-1308	33	11	target	target	NOUN
aijmsr-1308	33	12	to	to	PART
aijmsr-1308	33	13	guarantee	guarantee	VERB
aijmsr-1308	33	14	100	100	NUM
aijmsr-1308	33	15	%	%	NOUN
aijmsr-1308	33	16	blood	blood	NOUN
aijmsr-1308	33	17	collection	collection	NOUN
aijmsr-1308	33	18	through	through	ADP
aijmsr-1308	33	19	voluntary	voluntary	ADJ
aijmsr-1308	33	20	donations	donation	NOUN
aijmsr-1308	33	21	by	by	ADP
aijmsr-1308	33	22	2022	2022	NUM
aijmsr-1308	33	23	(	(	PUNCT
aijmsr-1308	33	24	al	al	PROPN
aijmsr-1308	33	25	-	-	PUNCT
aijmsr-1308	33	26	masum	masum	NOUN
aijmsr-1308	33	27	molla	molla	NOUN
aijmsr-1308	33	28	,	,	PUNCT
aijmsr-1308	33	29	2017	2017	NUM
aijmsr-1308	33	30	)	)	PUNCT
aijmsr-1308	33	31	.	.	PUNCT
aijmsr-1308	34	1	hence	hence	ADV
aijmsr-1308	34	2	,	,	PUNCT
aijmsr-1308	34	3	there	there	PRON
aijmsr-1308	34	4	are	be	VERB
aijmsr-1308	34	5	many	many	ADJ
aijmsr-1308	34	6	public	public	ADJ
aijmsr-1308	34	7	or	or	CCONJ
aijmsr-1308	34	8	private	private	ADJ
aijmsr-1308	34	9	organizations	organization	NOUN
aijmsr-1308	34	10	working	work	VERB
aijmsr-1308	34	11	together	together	ADV
aijmsr-1308	34	12	to	to	PART
aijmsr-1308	34	13	reduce	reduce	VERB
aijmsr-1308	34	14	the	the	DET
aijmsr-1308	34	15	shortage	shortage	NOUN
aijmsr-1308	34	16	of	of	ADP
aijmsr-1308	34	17	blood	blood	NOUN
aijmsr-1308	34	18	.	.	PUNCT
aijmsr-1308	35	1	hazrat	hazrat	NOUN
aijmsr-1308	35	2	maulana	maulana	PROPN
aijmsr-1308	35	3	shah	shah	PROPN
aijmsr-1308	35	4	sufi	sufi	PROPN
aijmsr-1308	35	5	syed	syed	ADJ
aijmsr-1308	35	6	emdadul	emdadul	PROPN
aijmsr-1308	35	7	hoque	hoque	NOUN
aijmsr-1308	35	8	maizbhandari	maizbhandari	NOUN
aijmsr-1308	35	9	(	(	PUNCT
aijmsr-1308	35	10	m.j.a	m.j.a	PROPN
aijmsr-1308	35	11	)	)	PUNCT
aijmsr-1308	35	12	formed	form	VERB
aijmsr-1308	35	13	one	one	NUM
aijmsr-1308	35	14	of	of	ADP
aijmsr-1308	35	15	the	the	DET
aijmsr-1308	35	16	organizations	organization	NOUN
aijmsr-1308	35	17	,	,	PUNCT
aijmsr-1308	35	18	the	the	DET
aijmsr-1308	35	19	"	"	PUNCT
aijmsr-1308	35	20	maizbhandari	maizbhandari	NOUN
aijmsr-1308	35	21	shah	shah	NOUN
aijmsr-1308	35	22	emdadia	emdadia	NOUN
aijmsr-1308	35	23	blood	blood	NOUN
aijmsr-1308	35	24	donors	donor	NOUN
aijmsr-1308	35	25	’	’	PART
aijmsr-1308	35	26	group	group	NOUN
aijmsr-1308	35	27	,	,	PUNCT
aijmsr-1308	35	28	"	"	PUNCT
aijmsr-1308	35	29	to	to	PART
aijmsr-1308	35	30	serve	serve	VERB
aijmsr-1308	35	31	humanity	humanity	NOUN
aijmsr-1308	35	32	by	by	ADP
aijmsr-1308	35	33	donating	donate	VERB
aijmsr-1308	35	34	blood	blood	NOUN
aijmsr-1308	35	35	in	in	ADP
aijmsr-1308	35	36	particular	particular	ADJ
aijmsr-1308	35	37	and	and	CCONJ
aijmsr-1308	35	38	required	required	ADJ
aijmsr-1308	35	39	situations	situation	NOUN
aijmsr-1308	35	40	.	.	PUNCT
aijmsr-1308	36	1	the	the	DET
aijmsr-1308	36	2	members	member	NOUN
aijmsr-1308	36	3	of	of	ADP
aijmsr-1308	36	4	this	this	DET
aijmsr-1308	36	5	organization	organization	NOUN
aijmsr-1308	36	6	encourage	encourage	VERB
aijmsr-1308	36	7	and	and	CCONJ
aijmsr-1308	36	8	organize	organize	VERB
aijmsr-1308	36	9	themselves	themselves	PRON
aijmsr-1308	36	10	and	and	CCONJ
aijmsr-1308	36	11	their	their	PRON
aijmsr-1308	36	12	siblings	sibling	NOUN
aijmsr-1308	36	13	or	or	CCONJ
aijmsr-1308	36	14	relatives	relative	NOUN
aijmsr-1308	36	15	in	in	ADP
aijmsr-1308	36	16	various	various	ADJ
aijmsr-1308	36	17	professions	profession	NOUN
aijmsr-1308	36	18	to	to	PART
aijmsr-1308	36	19	prepare	prepare	VERB
aijmsr-1308	36	20	and	and	CCONJ
aijmsr-1308	36	21	maintain	maintain	VERB
aijmsr-1308	36	22	a	a	DET
aijmsr-1308	36	23	list	list	NOUN
aijmsr-1308	36	24	of	of	ADP
aijmsr-1308	36	25	blood	blood	NOUN
aijmsr-1308	36	26	donors	donor	NOUN
aijmsr-1308	36	27	,	,	PUNCT
aijmsr-1308	36	28	including	include	VERB
aijmsr-1308	36	29	blood	blood	NOUN
aijmsr-1308	36	30	group	group	NOUN
aijmsr-1308	36	31	identification	identification	NOUN
aijmsr-1308	36	32	,	,	PUNCT
aijmsr-1308	36	33	address	address	NOUN
aijmsr-1308	36	34	,	,	PUNCT
aijmsr-1308	36	35	and	and	CCONJ
aijmsr-1308	36	36	mobile	mobile	ADJ
aijmsr-1308	36	37	number	number	NOUN
aijmsr-1308	36	38	,	,	PUNCT
aijmsr-1308	36	39	which	which	PRON
aijmsr-1308	36	40	is	be	AUX
aijmsr-1308	36	41	working	work	VERB
aijmsr-1308	36	42	as	as	ADP
aijmsr-1308	36	43	a	a	DET
aijmsr-1308	36	44	data	data	NOUN
aijmsr-1308	36	45	centre	centre	NOUN
aijmsr-1308	36	46	.	.	PUNCT
aijmsr-1308	37	1	later	later	ADV
aijmsr-1308	37	2	,	,	PUNCT
aijmsr-1308	37	3	blood	blood	NOUN
aijmsr-1308	37	4	recipients	recipient	NOUN
aijmsr-1308	37	5	can	can	AUX
aijmsr-1308	37	6	easily	easily	ADV
aijmsr-1308	37	7	collect	collect	VERB
aijmsr-1308	37	8	blood	blood	NOUN
aijmsr-1308	37	9	by	by	ADP
aijmsr-1308	37	10	collecting	collect	VERB
aijmsr-1308	37	11	information	information	NOUN
aijmsr-1308	37	12	about	about	ADP
aijmsr-1308	37	13	blood	blood	NOUN
aijmsr-1308	37	14	donors	donor	NOUN
aijmsr-1308	37	15	from	from	ADP
aijmsr-1308	37	16	the	the	DET
aijmsr-1308	37	17	data	data	NOUN
aijmsr-1308	37	18	centre	centre	NOUN
aijmsr-1308	37	19	.	.	PUNCT
aijmsr-1308	38	1	problem	problem	NOUN
aijmsr-1308	38	2	statement	statement	NOUN
aijmsr-1308	38	3	generally	generally	ADV
aijmsr-1308	38	4	,	,	PUNCT
aijmsr-1308	38	5	there	there	PRON
aijmsr-1308	38	6	is	be	VERB
aijmsr-1308	38	7	a	a	DET
aijmsr-1308	38	8	shortage	shortage	NOUN
aijmsr-1308	38	9	of	of	ADP
aijmsr-1308	38	10	blood	blood	NOUN
aijmsr-1308	38	11	in	in	ADP
aijmsr-1308	38	12	bangladesh	bangladesh	NOUN
aijmsr-1308	38	13	.	.	PUNCT
aijmsr-1308	39	1	according	accord	VERB
aijmsr-1308	39	2	to	to	ADP
aijmsr-1308	39	3	the	the	DET
aijmsr-1308	39	4	directorate	directorate	ADJ
aijmsr-1308	39	5	general	general	NOUN
aijmsr-1308	39	6	of	of	ADP
aijmsr-1308	39	7	health	health	NOUN
aijmsr-1308	39	8	services	service	NOUN
aijmsr-1308	39	9	(	(	PUNCT
aijmsr-1308	39	10	dghs	dghs	PROPN
aijmsr-1308	39	11	)	)	PUNCT
aijmsr-1308	39	12	,	,	PUNCT
aijmsr-1308	39	13	bangladesh	bangladesh	NOUN
aijmsr-1308	39	14	requires	require	VERB
aijmsr-1308	39	15	1	1	NUM
aijmsr-1308	39	16	-	-	SYM
aijmsr-1308	39	17	1.2	1.2	NUM
aijmsr-1308	39	18	million	million	NUM
aijmsr-1308	39	19	bags	bag	NOUN
aijmsr-1308	39	20	of	of	ADP
aijmsr-1308	39	21	blood	blood	NOUN
aijmsr-1308	39	22	each	each	DET
aijmsr-1308	39	23	year	year	NOUN
aijmsr-1308	39	24	.	.	PUNCT
aijmsr-1308	40	1	however	however	ADV
aijmsr-1308	40	2	,	,	PUNCT
aijmsr-1308	40	3	in	in	ADP
aijmsr-1308	40	4	2018	2018	NUM
aijmsr-1308	40	5	,	,	PUNCT
aijmsr-1308	40	6	7,73,383	7,73,383	NOUN
aijmsr-1308	40	7	bags	bag	NOUN
aijmsr-1308	40	8	of	of	ADP
aijmsr-1308	40	9	blood	blood	NOUN
aijmsr-1308	40	10	were	be	AUX
aijmsr-1308	40	11	donated	donate	VERB
aijmsr-1308	40	12	(	(	PUNCT
aijmsr-1308	40	13	tithila	tithila	NOUN
aijmsr-1308	40	14	,	,	PUNCT
aijmsr-1308	40	15	2019	2019	NUM
aijmsr-1308	40	16	)	)	PUNCT
aijmsr-1308	40	17	.	.	PUNCT
aijmsr-1308	41	1	to	to	PART
aijmsr-1308	41	2	reduce	reduce	VERB
aijmsr-1308	41	3	this	this	DET
aijmsr-1308	41	4	shortage	shortage	NOUN
aijmsr-1308	41	5	voluntary	voluntary	ADJ
aijmsr-1308	41	6	blood	blood	NOUN
aijmsr-1308	41	7	donation	donation	NOUN
aijmsr-1308	41	8	may	may	AUX
aijmsr-1308	41	9	be	be	AUX
aijmsr-1308	41	10	the	the	DET
aijmsr-1308	41	11	best	good	ADJ
aijmsr-1308	41	12	option	option	NOUN
aijmsr-1308	41	13	.	.	PUNCT
aijmsr-1308	42	1	lately	lately	ADV
aijmsr-1308	42	2	,	,	PUNCT
aijmsr-1308	42	3	there	there	PRON
aijmsr-1308	42	4	is	be	VERB
aijmsr-1308	42	5	significant	significant	ADJ
aijmsr-1308	42	6	increase	increase	NOUN
aijmsr-1308	42	7	of	of	ADP
aijmsr-1308	42	8	2.37	2.37	NUM
aijmsr-1308	42	9	million	million	NUM
aijmsr-1308	42	10	voluntary	voluntary	ADJ
aijmsr-1308	42	11	unpaid	unpaid	ADJ
aijmsr-1308	42	12	donors	donor	NOUN
aijmsr-1308	42	13	from	from	ADP
aijmsr-1308	42	14	2013	2013	NUM
aijmsr-1308	42	15	to	to	ADP
aijmsr-1308	42	16	2018	2018	NUM
aijmsr-1308	42	17	across	across	ADP
aijmsr-1308	42	18	south	south	ADJ
aijmsr-1308	42	19	-	-	PUNCT
aijmsr-1308	42	20	east	east	PROPN
aijmsr-1308	42	21	asia	asia	PROPN
aijmsr-1308	42	22	(	(	PUNCT
aijmsr-1308	42	23	“	"	PUNCT
aijmsr-1308	42	24	blood	blood	NOUN
aijmsr-1308	42	25	safety	safety	NOUN
aijmsr-1308	42	26	and	and	CCONJ
aijmsr-1308	42	27	availability	availability	NOUN
aijmsr-1308	42	28	,	,	PUNCT
aijmsr-1308	42	29	”	"	PUNCT
aijmsr-1308	42	30	2020	2020	NUM
aijmsr-1308	42	31	)	)	PUNCT
aijmsr-1308	42	32	.	.	PUNCT
aijmsr-1308	43	1	although	although	SCONJ
aijmsr-1308	43	2	the	the	DET
aijmsr-1308	43	3	number	number	NOUN
aijmsr-1308	43	4	of	of	ADP
aijmsr-1308	43	5	donors	donor	NOUN
aijmsr-1308	43	6	is	be	AUX
aijmsr-1308	43	7	increasing	increase	VERB
aijmsr-1308	43	8	,	,	PUNCT
aijmsr-1308	43	9	there	there	PRON
aijmsr-1308	43	10	is	be	VERB
aijmsr-1308	43	11	still	still	ADV
aijmsr-1308	43	12	a	a	DET
aijmsr-1308	43	13	problem	problem	NOUN
aijmsr-1308	43	14	finding	find	VERB
aijmsr-1308	43	15	willing	willing	ADJ
aijmsr-1308	43	16	donors	donor	NOUN
aijmsr-1308	43	17	at	at	ADP
aijmsr-1308	43	18	the	the	DET
aijmsr-1308	43	19	emergency	emergency	NOUN
aijmsr-1308	43	20	time	time	NOUN
aijmsr-1308	43	21	in	in	ADP
aijmsr-1308	43	22	the	the	DET
aijmsr-1308	43	23	shortest	short	ADJ
aijmsr-1308	43	24	period	period	NOUN
aijmsr-1308	43	25	.	.	PUNCT
aijmsr-1308	44	1	the	the	DET
aijmsr-1308	44	2	study	study	NOUN
aijmsr-1308	44	3	of	of	ADP
aijmsr-1308	44	4	sahariar	sahariar	PROPN
aijmsr-1308	44	5	hasan	hasan	PROPN
aijmsr-1308	44	6	jiisun	jiisun	PROPN
aijmsr-1308	44	7	et	et	PROPN
aijmsr-1308	44	8	al	al	PROPN
aijmsr-1308	44	9	.	.	PROPN
aijmsr-1308	44	10	(	(	PUNCT
aijmsr-1308	44	11	2019	2019	NUM
aijmsr-1308	44	12	)	)	PUNCT
aijmsr-1308	44	13	showed	show	VERB
aijmsr-1308	44	14	that	that	SCONJ
aijmsr-1308	44	15	about	about	ADV
aijmsr-1308	44	16	48	48	NUM
aijmsr-1308	44	17	%	%	NOUN
aijmsr-1308	44	18	of	of	ADP
aijmsr-1308	44	19	blood	blood	NOUN
aijmsr-1308	44	20	seekers	seeker	NOUN
aijmsr-1308	44	21	in	in	ADP
aijmsr-1308	44	22	bangladesh	bangladesh	NOUN
aijmsr-1308	44	23	require	require	VERB
aijmsr-1308	44	24	19	19	NUM
aijmsr-1308	44	25	-	-	SYM
aijmsr-1308	44	26	24	24	NUM
aijmsr-1308	44	27	hours	hour	NOUN
aijmsr-1308	44	28	to	to	PART
aijmsr-1308	44	29	manage	manage	VERB
aijmsr-1308	44	30	each	each	DET
aijmsr-1308	44	31	bag	bag	NOUN
aijmsr-1308	44	32	of	of	ADP
aijmsr-1308	44	33	blood	blood	NOUN
aijmsr-1308	44	34	.	.	PUNCT
aijmsr-1308	45	1	this	this	DET
aijmsr-1308	45	2	time	time	NOUN
aijmsr-1308	45	3	gap	gap	NOUN
aijmsr-1308	45	4	can	can	AUX
aijmsr-1308	45	5	cause	cause	VERB
aijmsr-1308	45	6	the	the	DET
aijmsr-1308	45	7	loss	loss	NOUN
aijmsr-1308	45	8	of	of	ADP
aijmsr-1308	45	9	life	life	NOUN
aijmsr-1308	45	10	of	of	ADP
aijmsr-1308	45	11	a	a	DET
aijmsr-1308	45	12	patient	patient	NOUN
aijmsr-1308	45	13	.	.	PUNCT
aijmsr-1308	46	1	an	an	DET
aijmsr-1308	46	2	efficient	efficient	ADJ
aijmsr-1308	46	3	selection	selection	NOUN
aijmsr-1308	46	4	of	of	ADP
aijmsr-1308	46	5	the	the	DET
aijmsr-1308	46	6	most	most	ADV
aijmsr-1308	46	7	probable	probable	ADJ
aijmsr-1308	46	8	donors	donor	NOUN
aijmsr-1308	46	9	from	from	ADP
aijmsr-1308	46	10	a	a	DET
aijmsr-1308	46	11	group	group	NOUN
aijmsr-1308	46	12	of	of	ADP
aijmsr-1308	46	13	donors	donor	NOUN
aijmsr-1308	46	14	is	be	AUX
aijmsr-1308	46	15	required	require	VERB
aijmsr-1308	46	16	to	to	PART
aijmsr-1308	46	17	reduce	reduce	VERB
aijmsr-1308	46	18	this	this	DET
aijmsr-1308	46	19	time	time	NOUN
aijmsr-1308	46	20	gap	gap	NOUN
aijmsr-1308	46	21	.	.	PUNCT
aijmsr-1308	47	1	therefore	therefore	ADV
aijmsr-1308	47	2	,	,	PUNCT
aijmsr-1308	47	3	we	we	PRON
aijmsr-1308	47	4	have	have	AUX
aijmsr-1308	47	5	decided	decide	VERB
aijmsr-1308	47	6	to	to	PART
aijmsr-1308	47	7	conduct	conduct	VERB
aijmsr-1308	47	8	our	our	PRON
aijmsr-1308	47	9	research	research	NOUN
aijmsr-1308	47	10	on	on	ADP
aijmsr-1308	47	11	the	the	DET
aijmsr-1308	47	12	maizbhandari	maizbhandari	NOUN
aijmsr-1308	47	13	shah	shah	NOUN
aijmsr-1308	47	14	emdadia	emdadia	NOUN
aijmsr-1308	47	15	blood	blood	NOUN
aijmsr-1308	47	16	donors	donor	NOUN
aijmsr-1308	47	17	’	'	PUNCT
aijmsr-1308	47	18	group	group	NOUN
aijmsr-1308	47	19	’s	’s	PART
aijmsr-1308	47	20	data	datum	NOUN
aijmsr-1308	47	21	to	to	PART
aijmsr-1308	47	22	solve	solve	VERB
aijmsr-1308	47	23	this	this	DET
aijmsr-1308	47	24	issue	issue	NOUN
aijmsr-1308	47	25	.	.	PUNCT
aijmsr-1308	48	1	objectives	objective	VERB
aijmsr-1308	48	2	the	the	DET
aijmsr-1308	48	3	objectives	objective	NOUN
aijmsr-1308	48	4	are	be	AUX
aijmsr-1308	48	5	as	as	SCONJ
aijmsr-1308	48	6	follows	follow	VERB
aijmsr-1308	48	7	:	:	PUNCT
aijmsr-1308	48	8			X
aijmsr-1308	48	9	to	to	PART
aijmsr-1308	48	10	efficiently	efficiently	ADV
aijmsr-1308	48	11	select	select	VERB
aijmsr-1308	48	12	potential	potential	ADJ
aijmsr-1308	48	13	volunteer	volunteer	NOUN
aijmsr-1308	48	14	blood	blood	NOUN
aijmsr-1308	48	15	donors	donor	NOUN
aijmsr-1308	48	16	from	from	ADP
aijmsr-1308	48	17	a	a	DET
aijmsr-1308	48	18	group	group	NOUN
aijmsr-1308	48	19	when	when	SCONJ
aijmsr-1308	48	20	patients	patient	NOUN
aijmsr-1308	48	21	require	require	VERB
aijmsr-1308	48	22	blood	blood	NOUN
aijmsr-1308	48	23	in	in	ADP
aijmsr-1308	48	24	emergency	emergency	NOUN
aijmsr-1308	48	25	time	time	NOUN
aijmsr-1308	48	26	.	.	PUNCT
aijmsr-1308	49	1			PUNCT
aijmsr-1308	49	2	to	to	PART
aijmsr-1308	49	3	minimize	minimize	VERB
aijmsr-1308	49	4	the	the	DET
aijmsr-1308	49	5	time	time	NOUN
aijmsr-1308	49	6	gap	gap	NOUN
aijmsr-1308	49	7	between	between	ADP
aijmsr-1308	49	8	demand	demand	NOUN
aijmsr-1308	49	9	and	and	CCONJ
aijmsr-1308	49	10	supply	supply	NOUN
aijmsr-1308	49	11	of	of	ADP
aijmsr-1308	49	12	blood	blood	NOUN
aijmsr-1308	49	13	donation	donation	NOUN
aijmsr-1308	49	14	.	.	PUNCT
aijmsr-1308	50	1	https://www.cribfb.com/journal/index.php/aijmsr	https://www.cribfb.com/journal/index.php/aijmsr	PROPN
aijmsr-1308	50	2	american	american	PROPN
aijmsr-1308	50	3	international	international	PROPN
aijmsr-1308	50	4	journal	journal	PROPN
aijmsr-1308	50	5	of	of	ADP
aijmsr-1308	50	6	multidisciplinary	multidisciplinary	ADJ
aijmsr-1308	50	7	scientific	scientific	ADJ
aijmsr-1308	50	8	research	research	NOUN
aijmsr-1308	50	9	vol	vol	NOUN
aijmsr-1308	50	10	.	.	PUNCT
aijmsr-1308	51	1	10	10	NUM
aijmsr-1308	51	2	,	,	PUNCT
aijmsr-1308	51	3	no	no	INTJ
aijmsr-1308	51	4	.	.	NOUN
aijmsr-1308	51	5	1	1	NUM
aijmsr-1308	51	6	;	;	PUNCT
aijmsr-1308	51	7	2021	2021	NUM
aijmsr-1308	51	8	3	3	NUM
aijmsr-1308	51	9	research	research	NOUN
aijmsr-1308	51	10	questions	question	NOUN
aijmsr-1308	51	11	this	this	DET
aijmsr-1308	51	12	paper	paper	NOUN
aijmsr-1308	51	13	has	have	AUX
aijmsr-1308	51	14	tried	try	VERB
aijmsr-1308	51	15	to	to	PART
aijmsr-1308	51	16	answer	answer	VERB
aijmsr-1308	51	17	the	the	DET
aijmsr-1308	51	18	following	follow	VERB
aijmsr-1308	51	19	questions	question	NOUN
aijmsr-1308	51	20	:	:	PUNCT
aijmsr-1308	52	1			VERB
aijmsr-1308	52	2	how	how	SCONJ
aijmsr-1308	52	3	to	to	PART
aijmsr-1308	52	4	select	select	VERB
aijmsr-1308	52	5	the	the	DET
aijmsr-1308	52	6	most	most	ADV
aijmsr-1308	52	7	probable	probable	ADJ
aijmsr-1308	52	8	volunteer	volunteer	NOUN
aijmsr-1308	52	9	donor	donor	NOUN
aijmsr-1308	52	10	at	at	ADP
aijmsr-1308	52	11	the	the	DET
aijmsr-1308	52	12	emergency	emergency	NOUN
aijmsr-1308	52	13	time	time	NOUN
aijmsr-1308	52	14	from	from	ADP
aijmsr-1308	52	15	a	a	DET
aijmsr-1308	52	16	group	group	NOUN
aijmsr-1308	52	17	?	?	PUNCT
aijmsr-1308	53	1			VERB
aijmsr-1308	53	2	how	how	SCONJ
aijmsr-1308	53	3	to	to	PART
aijmsr-1308	53	4	minimize	minimize	VERB
aijmsr-1308	53	5	the	the	DET
aijmsr-1308	53	6	time	time	NOUN
aijmsr-1308	53	7	gap	gap	NOUN
aijmsr-1308	53	8	between	between	ADP
aijmsr-1308	53	9	demand	demand	NOUN
aijmsr-1308	53	10	and	and	CCONJ
aijmsr-1308	53	11	supply	supply	NOUN
aijmsr-1308	53	12	of	of	ADP
aijmsr-1308	53	13	blood	blood	NOUN
aijmsr-1308	53	14	donation	donation	NOUN
aijmsr-1308	53	15	?	?	PUNCT
aijmsr-1308	54	1	literature	literature	NOUN
aijmsr-1308	54	2	review	review	PROPN
aijmsr-1308	54	3	data	datum	NOUN
aijmsr-1308	54	4	mining	mining	NOUN
aijmsr-1308	54	5	in	in	ADP
aijmsr-1308	54	6	blood	blood	NOUN
aijmsr-1308	54	7	donation	donation	NOUN
aijmsr-1308	54	8	data	datum	NOUN
aijmsr-1308	54	9	mining	mining	NOUN
aijmsr-1308	54	10	is	be	AUX
aijmsr-1308	54	11	a	a	DET
aijmsr-1308	54	12	method	method	NOUN
aijmsr-1308	54	13	of	of	ADP
aijmsr-1308	54	14	extracting	extract	VERB
aijmsr-1308	54	15	information	information	NOUN
aijmsr-1308	54	16	from	from	ADP
aijmsr-1308	54	17	huge	huge	ADJ
aijmsr-1308	54	18	volumes	volume	NOUN
aijmsr-1308	54	19	of	of	ADP
aijmsr-1308	54	20	data	datum	NOUN
aijmsr-1308	54	21	.	.	PUNCT
aijmsr-1308	55	1	the	the	DET
aijmsr-1308	55	2	goal	goal	NOUN
aijmsr-1308	55	3	of	of	ADP
aijmsr-1308	55	4	data	datum	NOUN
aijmsr-1308	55	5	mining	mining	NOUN
aijmsr-1308	55	6	is	be	AUX
aijmsr-1308	55	7	to	to	PART
aijmsr-1308	55	8	find	find	VERB
aijmsr-1308	55	9	out	out	ADP
aijmsr-1308	55	10	valuable	valuable	ADJ
aijmsr-1308	55	11	and	and	CCONJ
aijmsr-1308	55	12	relevant	relevant	ADJ
aijmsr-1308	55	13	information	information	NOUN
aijmsr-1308	55	14	.	.	PUNCT
aijmsr-1308	56	1	data	datum	NOUN
aijmsr-1308	56	2	mining	mining	NOUN
aijmsr-1308	56	3	is	be	AUX
aijmsr-1308	56	4	utilized	utilize	VERB
aijmsr-1308	56	5	in	in	ADP
aijmsr-1308	56	6	a	a	DET
aijmsr-1308	56	7	variety	variety	NOUN
aijmsr-1308	56	8	of	of	ADP
aijmsr-1308	56	9	applications	application	NOUN
aijmsr-1308	56	10	,	,	PUNCT
aijmsr-1308	56	11	including	include	VERB
aijmsr-1308	56	12	financial	financial	ADJ
aijmsr-1308	56	13	analysis	analysis	NOUN
aijmsr-1308	56	14	(	(	PUNCT
aijmsr-1308	56	15	lakshmi	lakshmi	PROPN
aijmsr-1308	56	16	&	&	CCONJ
aijmsr-1308	56	17	kumar	kumar	PROPN
aijmsr-1308	56	18	,	,	PUNCT
aijmsr-1308	56	19	2018	2018	NUM
aijmsr-1308	56	20	)	)	PUNCT
aijmsr-1308	56	21	,	,	PUNCT
aijmsr-1308	56	22	education	education	NOUN
aijmsr-1308	56	23	,	,	PUNCT
aijmsr-1308	56	24	ai	ai	VERB
aijmsr-1308	56	25	systems	system	NOUN
aijmsr-1308	56	26	(	(	PUNCT
aijmsr-1308	56	27	adetayo	adetayo	PROPN
aijmsr-1308	56	28	olaniyi	olaniyi	PROPN
aijmsr-1308	56	29	&	&	CCONJ
aijmsr-1308	56	30	olufunto	olufunto	PROPN
aijmsr-1308	56	31	adedotun	adedotun	VERB
aijmsr-1308	56	32	,	,	PUNCT
aijmsr-1308	56	33	2018	2018	NUM
aijmsr-1308	56	34	)	)	PUNCT
aijmsr-1308	56	35	,	,	PUNCT
aijmsr-1308	56	36	and	and	CCONJ
aijmsr-1308	56	37	medical	medical	ADJ
aijmsr-1308	56	38	healthcare	healthcare	NOUN
aijmsr-1308	56	39	.	.	PUNCT
aijmsr-1308	57	1	because	because	SCONJ
aijmsr-1308	57	2	of	of	ADP
aijmsr-1308	57	3	developments	development	NOUN
aijmsr-1308	57	4	in	in	ADP
aijmsr-1308	57	5	medical	medical	ADJ
aijmsr-1308	57	6	informatics	informatic	NOUN
aijmsr-1308	57	7	and	and	CCONJ
aijmsr-1308	57	8	information	information	NOUN
aijmsr-1308	57	9	technology	technology	NOUN
aijmsr-1308	57	10	,	,	PUNCT
aijmsr-1308	57	11	the	the	DET
aijmsr-1308	57	12	blood	blood	NOUN
aijmsr-1308	57	13	donor	donor	NOUN
aijmsr-1308	57	14	information	information	NOUN
aijmsr-1308	57	15	system	system	NOUN
aijmsr-1308	57	16	has	have	AUX
aijmsr-1308	57	17	rapidly	rapidly	ADV
aijmsr-1308	57	18	risen	rise	VERB
aijmsr-1308	57	19	in	in	ADP
aijmsr-1308	57	20	size	size	NOUN
aijmsr-1308	57	21	.	.	PUNCT
aijmsr-1308	58	1	the	the	DET
aijmsr-1308	58	2	growing	grow	VERB
aijmsr-1308	58	3	demand	demand	NOUN
aijmsr-1308	58	4	for	for	ADP
aijmsr-1308	58	5	high	high	ADJ
aijmsr-1308	58	6	-	-	PUNCT
aijmsr-1308	58	7	quality	quality	NOUN
aijmsr-1308	58	8	blood	blood	NOUN
aijmsr-1308	58	9	donations	donation	NOUN
aijmsr-1308	58	10	requires	require	VERB
aijmsr-1308	58	11	maximizing	maximize	VERB
aijmsr-1308	58	12	the	the	DET
aijmsr-1308	58	13	potential	potential	NOUN
aijmsr-1308	58	14	of	of	ADP
aijmsr-1308	58	15	stored	store	VERB
aijmsr-1308	58	16	data	datum	NOUN
aijmsr-1308	58	17	,	,	PUNCT
aijmsr-1308	58	18	not	not	PART
aijmsr-1308	58	19	just	just	ADV
aijmsr-1308	58	20	clinical	clinical	ADJ
aijmsr-1308	58	21	data	datum	NOUN
aijmsr-1308	58	22	,	,	PUNCT
aijmsr-1308	58	23	to	to	PART
aijmsr-1308	58	24	enhance	enhance	VERB
aijmsr-1308	58	25	blood	blood	NOUN
aijmsr-1308	58	26	donor	donor	NOUN
aijmsr-1308	58	27	behavior	behavior	NOUN
aijmsr-1308	58	28	.	.	PUNCT
aijmsr-1308	59	1	the	the	DET
aijmsr-1308	59	2	blood	blood	NOUN
aijmsr-1308	59	3	donation	donation	NOUN
aijmsr-1308	59	4	sector	sector	NOUN
aijmsr-1308	59	5	could	could	AUX
aijmsr-1308	59	6	benefit	benefit	VERB
aijmsr-1308	59	7	significantly	significantly	ADV
aijmsr-1308	59	8	from	from	ADP
aijmsr-1308	59	9	data	datum	NOUN
aijmsr-1308	59	10	mining	mining	NOUN
aijmsr-1308	59	11	.	.	PUNCT
aijmsr-1308	60	1	it	it	PRON
aijmsr-1308	60	2	can	can	AUX
aijmsr-1308	60	3	be	be	AUX
aijmsr-1308	60	4	a	a	DET
aijmsr-1308	60	5	useful	useful	ADJ
aijmsr-1308	60	6	tool	tool	NOUN
aijmsr-1308	60	7	for	for	ADP
aijmsr-1308	60	8	examining	examine	VERB
aijmsr-1308	60	9	data	datum	NOUN
aijmsr-1308	60	10	collected	collect	VERB
aijmsr-1308	60	11	by	by	ADP
aijmsr-1308	60	12	blood	blood	NOUN
aijmsr-1308	60	13	donation	donation	NOUN
aijmsr-1308	60	14	organizations	organization	NOUN
aijmsr-1308	60	15	via	via	ADP
aijmsr-1308	60	16	their	their	PRON
aijmsr-1308	60	17	information	information	NOUN
aijmsr-1308	60	18	systems	system	NOUN
aijmsr-1308	60	19	.	.	PUNCT
aijmsr-1308	61	1	(	(	PUNCT
aijmsr-1308	61	2	bhardwaj	bhardwaj	PROPN
aijmsr-1308	61	3	,	,	PUNCT
aijmsr-1308	61	4	2012	2012	NUM
aijmsr-1308	61	5	)	)	PUNCT
aijmsr-1308	61	6	.	.	PUNCT
aijmsr-1308	62	1	agarwal	agarwal	PROPN
aijmsr-1308	62	2	et	et	PROPN
aijmsr-1308	62	3	al	al	PROPN
aijmsr-1308	62	4	.	.	PROPN
aijmsr-1308	63	1	(	(	PUNCT
aijmsr-1308	63	2	2019	2019	NUM
aijmsr-1308	63	3	)	)	PUNCT
aijmsr-1308	63	4	suggested	suggest	VERB
aijmsr-1308	63	5	a	a	DET
aijmsr-1308	63	6	blood	blood	NOUN
aijmsr-1308	63	7	transfusion	transfusion	NOUN
aijmsr-1308	63	8	system	system	NOUN
aijmsr-1308	63	9	using	use	VERB
aijmsr-1308	63	10	various	various	ADJ
aijmsr-1308	63	11	data	datum	NOUN
aijmsr-1308	63	12	mining	mining	NOUN
aijmsr-1308	63	13	algorithms	algorithm	NOUN
aijmsr-1308	63	14	such	such	ADJ
aijmsr-1308	63	15	as	as	ADP
aijmsr-1308	63	16	random	random	ADJ
aijmsr-1308	63	17	forest	forest	NOUN
aijmsr-1308	63	18	,	,	PUNCT
aijmsr-1308	63	19	decision	decision	NOUN
aijmsr-1308	63	20	tree	tree	NOUN
aijmsr-1308	63	21	,	,	PUNCT
aijmsr-1308	63	22	and	and	CCONJ
aijmsr-1308	63	23	logistic	logistic	ADJ
aijmsr-1308	63	24	regression	regression	NOUN
aijmsr-1308	63	25	.	.	PUNCT
aijmsr-1308	64	1	they	they	PRON
aijmsr-1308	64	2	found	find	VERB
aijmsr-1308	64	3	that	that	SCONJ
aijmsr-1308	64	4	the	the	DET
aijmsr-1308	64	5	random	random	ADJ
aijmsr-1308	64	6	forest	forest	NOUN
aijmsr-1308	64	7	algorithm	algorithm	NOUN
aijmsr-1308	64	8	shows	show	VERB
aijmsr-1308	64	9	the	the	DET
aijmsr-1308	64	10	highest	high	ADJ
aijmsr-1308	64	11	efficiency	efficiency	NOUN
aijmsr-1308	64	12	in	in	ADP
aijmsr-1308	64	13	predicting	predict	VERB
aijmsr-1308	64	14	whether	whether	SCONJ
aijmsr-1308	64	15	a	a	DET
aijmsr-1308	64	16	person	person	NOUN
aijmsr-1308	64	17	will	will	AUX
aijmsr-1308	64	18	donate	donate	VERB
aijmsr-1308	64	19	blood	blood	NOUN
aijmsr-1308	64	20	or	or	CCONJ
aijmsr-1308	64	21	not	not	PART
aijmsr-1308	64	22	,	,	PUNCT
aijmsr-1308	64	23	based	base	VERB
aijmsr-1308	64	24	on	on	ADP
aijmsr-1308	64	25	the	the	DET
aijmsr-1308	64	26	past	past	ADJ
aijmsr-1308	64	27	data	datum	NOUN
aijmsr-1308	64	28	of	of	ADP
aijmsr-1308	64	29	donation	donation	NOUN
aijmsr-1308	64	30	.	.	PUNCT
aijmsr-1308	65	1	hence	hence	ADV
aijmsr-1308	65	2	,	,	PUNCT
aijmsr-1308	65	3	they	they	PRON
aijmsr-1308	65	4	used	use	VERB
aijmsr-1308	65	5	the	the	DET
aijmsr-1308	65	6	random	random	ADJ
aijmsr-1308	65	7	forest	forest	NOUN
aijmsr-1308	65	8	algorithm	algorithm	NOUN
aijmsr-1308	65	9	to	to	PART
aijmsr-1308	65	10	develop	develop	VERB
aijmsr-1308	65	11	a	a	DET
aijmsr-1308	65	12	model	model	NOUN
aijmsr-1308	65	13	for	for	ADP
aijmsr-1308	65	14	predicting	predict	VERB
aijmsr-1308	65	15	the	the	DET
aijmsr-1308	65	16	nature	nature	NOUN
aijmsr-1308	65	17	of	of	ADP
aijmsr-1308	65	18	a	a	DET
aijmsr-1308	65	19	donor	donor	NOUN
aijmsr-1308	65	20	.	.	PUNCT
aijmsr-1308	66	1	kirci	kirci	NOUN
aijmsr-1308	66	2	et	et	PROPN
aijmsr-1308	66	3	al	al	PROPN
aijmsr-1308	66	4	.	.	PROPN
aijmsr-1308	67	1	(	(	PUNCT
aijmsr-1308	67	2	2020	2020	NUM
aijmsr-1308	67	3	)	)	PUNCT
aijmsr-1308	67	4	tried	try	VERB
aijmsr-1308	67	5	to	to	PART
aijmsr-1308	67	6	estimate	estimate	VERB
aijmsr-1308	67	7	if	if	SCONJ
aijmsr-1308	67	8	a	a	DET
aijmsr-1308	67	9	possible	possible	ADJ
aijmsr-1308	67	10	donor	donor	NOUN
aijmsr-1308	67	11	will	will	AUX
aijmsr-1308	67	12	provide	provide	VERB
aijmsr-1308	67	13	blood	blood	NOUN
aijmsr-1308	67	14	donation	donation	NOUN
aijmsr-1308	67	15	again	again	ADV
aijmsr-1308	67	16	using	use	VERB
aijmsr-1308	67	17	logistic	logistic	ADJ
aijmsr-1308	67	18	regression	regression	NOUN
aijmsr-1308	67	19	and	and	CCONJ
aijmsr-1308	67	20	naive	naive	ADJ
aijmsr-1308	67	21	bayes	bayes	NOUN
aijmsr-1308	67	22	data	datum	NOUN
aijmsr-1308	67	23	mining	mining	NOUN
aijmsr-1308	67	24	algorithms	algorithm	NOUN
aijmsr-1308	67	25	.	.	PUNCT
aijmsr-1308	68	1	they	they	PRON
aijmsr-1308	68	2	compared	compare	VERB
aijmsr-1308	68	3	these	these	DET
aijmsr-1308	68	4	two	two	NUM
aijmsr-1308	68	5	algorithms	algorithm	NOUN
aijmsr-1308	68	6	and	and	CCONJ
aijmsr-1308	68	7	found	find	VERB
aijmsr-1308	68	8	that	that	SCONJ
aijmsr-1308	68	9	the	the	DET
aijmsr-1308	68	10	logistic	logistic	ADJ
aijmsr-1308	68	11	regression	regression	NOUN
aijmsr-1308	68	12	outperformed	outperform	VERB
aijmsr-1308	68	13	the	the	DET
aijmsr-1308	68	14	naive	naive	ADJ
aijmsr-1308	68	15	bayes	bayes	NOUN
aijmsr-1308	68	16	classifier	classifier	NOUN
aijmsr-1308	68	17	.	.	PUNCT
aijmsr-1308	69	1	alkahtani	alkahtani	PROPN
aijmsr-1308	69	2	et	et	PROPN
aijmsr-1308	69	3	al	al	PROPN
aijmsr-1308	69	4	.	.	PROPN
aijmsr-1308	70	1	(	(	PUNCT
aijmsr-1308	70	2	2019	2019	NUM
aijmsr-1308	70	3	)	)	PUNCT
aijmsr-1308	70	4	had	have	AUX
aijmsr-1308	70	5	been	be	AUX
aijmsr-1308	70	6	collected	collect	VERB
aijmsr-1308	70	7	data	datum	NOUN
aijmsr-1308	70	8	over	over	ADP
aijmsr-1308	70	9	two	two	NUM
aijmsr-1308	70	10	years	year	NOUN
aijmsr-1308	70	11	(	(	PUNCT
aijmsr-1308	70	12	2017	2017	NUM
aijmsr-1308	70	13	-	-	SYM
aijmsr-1308	70	14	2018	2018	NUM
aijmsr-1308	70	15	)	)	PUNCT
aijmsr-1308	70	16	from	from	ADP
aijmsr-1308	70	17	the	the	DET
aijmsr-1308	70	18	saudi	saudi	ADJ
aijmsr-1308	70	19	blood	blood	NOUN
aijmsr-1308	70	20	bank	bank	NOUN
aijmsr-1308	70	21	.	.	PUNCT
aijmsr-1308	71	1	they	they	PRON
aijmsr-1308	71	2	applied	apply	VERB
aijmsr-1308	71	3	random	random	ADJ
aijmsr-1308	71	4	forest	forest	NOUN
aijmsr-1308	71	5	,	,	PUNCT
aijmsr-1308	71	6	support	support	VERB
aijmsr-1308	71	7	vector	vector	NOUN
aijmsr-1308	71	8	classifier	classifier	NOUN
aijmsr-1308	71	9	(	(	PUNCT
aijmsr-1308	71	10	svc	svc	PROPN
aijmsr-1308	71	11	)	)	PUNCT
aijmsr-1308	71	12	,	,	PUNCT
aijmsr-1308	71	13	and	and	CCONJ
aijmsr-1308	71	14	logistic	logistic	ADJ
aijmsr-1308	71	15	regression	regression	NOUN
aijmsr-1308	71	16	algorithms	algorithm	NOUN
aijmsr-1308	71	17	on	on	ADP
aijmsr-1308	71	18	the	the	DET
aijmsr-1308	71	19	collected	collect	VERB
aijmsr-1308	71	20	data	datum	NOUN
aijmsr-1308	71	21	for	for	ADP
aijmsr-1308	71	22	classifying	classify	VERB
aijmsr-1308	71	23	blood	blood	NOUN
aijmsr-1308	71	24	donors	donor	NOUN
aijmsr-1308	71	25	as	as	ADP
aijmsr-1308	71	26	a	a	DET
aijmsr-1308	71	27	return	return	NOUN
aijmsr-1308	71	28	and	and	CCONJ
aijmsr-1308	71	29	non	non	ADJ
aijmsr-1308	71	30	-	-	ADJ
aijmsr-1308	71	31	return	return	ADJ
aijmsr-1308	71	32	donors	donor	NOUN
aijmsr-1308	71	33	.	.	PUNCT
aijmsr-1308	72	1	in	in	ADP
aijmsr-1308	72	2	addition	addition	NOUN
aijmsr-1308	72	3	,	,	PUNCT
aijmsr-1308	72	4	a	a	DET
aijmsr-1308	72	5	time	time	NOUN
aijmsr-1308	72	6	series	series	NOUN
aijmsr-1308	72	7	analysis	analysis	NOUN
aijmsr-1308	72	8	was	be	AUX
aijmsr-1308	72	9	applied	apply	VERB
aijmsr-1308	72	10	to	to	PART
aijmsr-1308	72	11	explore	explore	VERB
aijmsr-1308	72	12	the	the	DET
aijmsr-1308	72	13	seasonal	seasonal	ADJ
aijmsr-1308	72	14	variations	variation	NOUN
aijmsr-1308	72	15	in	in	ADP
aijmsr-1308	72	16	blood	blood	NOUN
aijmsr-1308	72	17	donation	donation	NOUN
aijmsr-1308	72	18	.	.	PUNCT
aijmsr-1308	73	1	the	the	DET
aijmsr-1308	73	2	result	result	NOUN
aijmsr-1308	73	3	showed	show	VERB
aijmsr-1308	73	4	that	that	SCONJ
aijmsr-1308	73	5	the	the	DET
aijmsr-1308	73	6	blood	blood	NOUN
aijmsr-1308	73	7	donation	donation	NOUN
aijmsr-1308	73	8	rate	rate	NOUN
aijmsr-1308	73	9	drops	drop	NOUN
aijmsr-1308	73	10	in	in	ADP
aijmsr-1308	73	11	june	june	PROPN
aijmsr-1308	73	12	and	and	CCONJ
aijmsr-1308	73	13	september	september	PROPN
aijmsr-1308	73	14	due	due	ADP
aijmsr-1308	73	15	to	to	ADP
aijmsr-1308	73	16	two	two	NUM
aijmsr-1308	73	17	religious	religious	ADJ
aijmsr-1308	73	18	periods	period	NOUN
aijmsr-1308	73	19	:	:	PUNCT
aijmsr-1308	73	20	fasting	fasting	NOUN
aijmsr-1308	73	21	and	and	CCONJ
aijmsr-1308	73	22	hajj	hajj	NOUN
aijmsr-1308	73	23	.	.	PUNCT
aijmsr-1308	74	1	another	another	DET
aijmsr-1308	74	2	study	study	NOUN
aijmsr-1308	74	3	(	(	PUNCT
aijmsr-1308	74	4	alajrami	alajrami	NOUN
aijmsr-1308	74	5	,	,	PUNCT
aijmsr-1308	74	6	2019	2019	NUM
aijmsr-1308	74	7	)	)	PUNCT
aijmsr-1308	74	8	was	be	AUX
aijmsr-1308	74	9	conducted	conduct	VERB
aijmsr-1308	74	10	for	for	ADP
aijmsr-1308	74	11	predicting	predict	VERB
aijmsr-1308	74	12	whether	whether	SCONJ
aijmsr-1308	74	13	a	a	DET
aijmsr-1308	74	14	person	person	NOUN
aijmsr-1308	74	15	is	be	AUX
aijmsr-1308	74	16	going	go	VERB
aijmsr-1308	74	17	to	to	PART
aijmsr-1308	74	18	donate	donate	VERB
aijmsr-1308	74	19	blood	blood	NOUN
aijmsr-1308	74	20	or	or	CCONJ
aijmsr-1308	74	21	not	not	PART
aijmsr-1308	74	22	using	use	VERB
aijmsr-1308	74	23	an	an	DET
aijmsr-1308	74	24	artificial	artificial	ADJ
aijmsr-1308	74	25	neural	neural	ADJ
aijmsr-1308	74	26	network	network	NOUN
aijmsr-1308	74	27	.	.	PUNCT
aijmsr-1308	75	1	they	they	PRON
aijmsr-1308	75	2	got	get	VERB
aijmsr-1308	75	3	the	the	DET
aijmsr-1308	75	4	highest	high	ADJ
aijmsr-1308	75	5	prediction	prediction	NOUN
aijmsr-1308	75	6	accuracy	accuracy	NOUN
aijmsr-1308	75	7	(	(	PUNCT
aijmsr-1308	75	8	99.31	99.31	NUM
aijmsr-1308	75	9	%	%	NOUN
aijmsr-1308	75	10	)	)	PUNCT
aijmsr-1308	75	11	than	than	ADP
aijmsr-1308	75	12	previous	previous	ADJ
aijmsr-1308	75	13	studies	study	NOUN
aijmsr-1308	75	14	in	in	ADP
aijmsr-1308	75	15	the	the	DET
aijmsr-1308	75	16	uci	uci	PROPN
aijmsr-1308	75	17	machine	machine	NOUN
aijmsr-1308	75	18	learning	learn	VERB
aijmsr-1308	75	19	repository	repository	NOUN
aijmsr-1308	75	20	(	(	PUNCT
aijmsr-1308	75	21	yeh	yeh	PROPN
aijmsr-1308	75	22	et	et	PROPN
aijmsr-1308	75	23	al	al	PROPN
aijmsr-1308	75	24	.	.	PROPN
aijmsr-1308	75	25	,	,	PUNCT
aijmsr-1308	75	26	2009	2009	NUM
aijmsr-1308	75	27	)	)	PUNCT
aijmsr-1308	75	28	blood	blood	NOUN
aijmsr-1308	75	29	transfusion	transfusion	NOUN
aijmsr-1308	75	30	dataset	dataset	NOUN
aijmsr-1308	75	31	.	.	PUNCT
aijmsr-1308	76	1	ashoori	ashoori	PROPN
aijmsr-1308	76	2	et	et	PROPN
aijmsr-1308	76	3	al	al	PROPN
aijmsr-1308	76	4	.	.	PROPN
aijmsr-1308	77	1	(	(	PUNCT
aijmsr-1308	77	2	2013	2013	NUM
aijmsr-1308	77	3	)	)	PUNCT
aijmsr-1308	77	4	used	use	VERB
aijmsr-1308	77	5	the	the	DET
aijmsr-1308	77	6	clustering	clustering	ADJ
aijmsr-1308	77	7	method	method	NOUN
aijmsr-1308	77	8	to	to	PART
aijmsr-1308	77	9	identify	identify	VERB
aijmsr-1308	77	10	blood	blood	NOUN
aijmsr-1308	77	11	donors	donor	NOUN
aijmsr-1308	77	12	’	’	PART
aijmsr-1308	77	13	behaviour	behaviour	NOUN
aijmsr-1308	77	14	.	.	PUNCT
aijmsr-1308	78	1	after	after	ADP
aijmsr-1308	78	2	analyzing	analyze	VERB
aijmsr-1308	78	3	donors	donor	NOUN
aijmsr-1308	78	4	’	’	PART
aijmsr-1308	78	5	behaviour	behaviour	NOUN
aijmsr-1308	78	6	they	they	PRON
aijmsr-1308	78	7	found	find	VERB
aijmsr-1308	78	8	that	that	SCONJ
aijmsr-1308	78	9	most	most	ADJ
aijmsr-1308	78	10	donors	donor	NOUN
aijmsr-1308	78	11	were	be	AUX
aijmsr-1308	78	12	men	man	NOUN
aijmsr-1308	78	13	and	and	CCONJ
aijmsr-1308	78	14	had	have	VERB
aijmsr-1308	78	15	o	o	PROPN
aijmsr-1308	78	16	positive	positive	ADJ
aijmsr-1308	78	17	blood	blood	NOUN
aijmsr-1308	78	18	group	group	NOUN
aijmsr-1308	78	19	.	.	PUNCT
aijmsr-1308	79	1	web	web	NOUN
aijmsr-1308	79	2	-	-	PUNCT
aijmsr-1308	79	3	based	base	VERB
aijmsr-1308	79	4	blood	blood	NOUN
aijmsr-1308	79	5	donation	donation	NOUN
aijmsr-1308	79	6	system	system	NOUN
aijmsr-1308	79	7	recently	recently	ADV
aijmsr-1308	79	8	,	,	PUNCT
aijmsr-1308	79	9	web	web	NOUN
aijmsr-1308	79	10	-	-	PUNCT
aijmsr-1308	79	11	based	base	VERB
aijmsr-1308	79	12	blood	blood	NOUN
aijmsr-1308	79	13	donation	donation	NOUN
aijmsr-1308	79	14	management	management	NOUN
aijmsr-1308	79	15	systems	system	NOUN
aijmsr-1308	79	16	have	have	AUX
aijmsr-1308	79	17	become	become	VERB
aijmsr-1308	79	18	very	very	ADV
aijmsr-1308	79	19	popular	popular	ADJ
aijmsr-1308	79	20	.	.	PUNCT
aijmsr-1308	80	1	a	a	DET
aijmsr-1308	80	2	web	web	NOUN
aijmsr-1308	80	3	-	-	PUNCT
aijmsr-1308	80	4	based	base	VERB
aijmsr-1308	80	5	blood	blood	NOUN
aijmsr-1308	80	6	donation	donation	NOUN
aijmsr-1308	80	7	management	management	NOUN
aijmsr-1308	80	8	system	system	NOUN
aijmsr-1308	80	9	allows	allow	VERB
aijmsr-1308	80	10	anyone	anyone	PRON
aijmsr-1308	80	11	who	who	PRON
aijmsr-1308	80	12	wants	want	VERB
aijmsr-1308	80	13	to	to	PART
aijmsr-1308	80	14	donate	donate	VERB
aijmsr-1308	80	15	blood	blood	NOUN
aijmsr-1308	80	16	to	to	PART
aijmsr-1308	80	17	help	help	VERB
aijmsr-1308	80	18	others	other	NOUN
aijmsr-1308	80	19	in	in	ADP
aijmsr-1308	80	20	need	need	NOUN
aijmsr-1308	80	21	.	.	PUNCT
aijmsr-1308	81	1	it	it	PRON
aijmsr-1308	81	2	also	also	ADV
aijmsr-1308	81	3	allows	allow	VERB
aijmsr-1308	81	4	hospitals	hospital	NOUN
aijmsr-1308	81	5	to	to	PART
aijmsr-1308	81	6	keep	keep	VERB
aijmsr-1308	81	7	track	track	NOUN
aijmsr-1308	81	8	of	of	ADP
aijmsr-1308	81	9	and	and	CCONJ
aijmsr-1308	81	10	preserve	preserve	VERB
aijmsr-1308	81	11	information	information	NOUN
aijmsr-1308	81	12	for	for	ADP
aijmsr-1308	81	13	anyone	anyone	PRON
aijmsr-1308	81	14	who	who	PRON
aijmsr-1308	81	15	wants	want	VERB
aijmsr-1308	81	16	to	to	PART
aijmsr-1308	81	17	contact	contact	VERB
aijmsr-1308	81	18	them	they	PRON
aijmsr-1308	81	19	and	and	CCONJ
aijmsr-1308	81	20	provides	provide	VERB
aijmsr-1308	81	21	a	a	DET
aijmsr-1308	81	22	centralized	centralized	ADJ
aijmsr-1308	81	23	blood	blood	NOUN
aijmsr-1308	81	24	bank	bank	NOUN
aijmsr-1308	81	25	database	database	NOUN
aijmsr-1308	81	26	(	(	PUNCT
aijmsr-1308	81	27	hashim	hashim	PROPN
aijmsr-1308	81	28	,	,	PUNCT
aijmsr-1308	81	29	2014	2014	NUM
aijmsr-1308	81	30	)	)	PUNCT
aijmsr-1308	81	31	.	.	PUNCT
aijmsr-1308	82	1	fahad	fahad	PROPN
aijmsr-1308	82	2	et	et	PROPN
aijmsr-1308	82	3	al	al	PROPN
aijmsr-1308	82	4	.	.	PROPN
aijmsr-1308	83	1	(	(	PUNCT
aijmsr-1308	83	2	2019	2019	NUM
aijmsr-1308	83	3	)	)	PUNCT
aijmsr-1308	83	4	developed	develop	VERB
aijmsr-1308	83	5	a	a	DET
aijmsr-1308	83	6	web	web	NOUN
aijmsr-1308	83	7	application	application	NOUN
aijmsr-1308	83	8	for	for	ADP
aijmsr-1308	83	9	android	android	PROPN
aijmsr-1308	83	10	mobiles	mobile	NOUN
aijmsr-1308	83	11	.	.	PUNCT
aijmsr-1308	84	1	this	this	DET
aijmsr-1308	84	2	application	application	NOUN
aijmsr-1308	84	3	links	link	VERB
aijmsr-1308	84	4	all	all	DET
aijmsr-1308	84	5	the	the	DET
aijmsr-1308	84	6	donors	donor	NOUN
aijmsr-1308	84	7	and	and	CCONJ
aijmsr-1308	84	8	provides	provide	VERB
aijmsr-1308	84	9	a	a	DET
aijmsr-1308	84	10	list	list	NOUN
aijmsr-1308	84	11	of	of	ADP
aijmsr-1308	84	12	blood	blood	NOUN
aijmsr-1308	84	13	banks	bank	NOUN
aijmsr-1308	84	14	in	in	ADP
aijmsr-1308	84	15	any	any	DET
aijmsr-1308	84	16	particular	particular	ADJ
aijmsr-1308	84	17	area	area	NOUN
aijmsr-1308	84	18	.	.	PUNCT
aijmsr-1308	85	1	in	in	ADP
aijmsr-1308	85	2	emergency	emergency	NOUN
aijmsr-1308	85	3	blood	blood	NOUN
aijmsr-1308	85	4	needs	need	NOUN
aijmsr-1308	85	5	,	,	PUNCT
aijmsr-1308	85	6	patients	patient	NOUN
aijmsr-1308	85	7	can	can	AUX
aijmsr-1308	85	8	rapidly	rapidly	ADV
aijmsr-1308	85	9	search	search	VERB
aijmsr-1308	85	10	for	for	ADP
aijmsr-1308	85	11	blood	blood	NOUN
aijmsr-1308	85	12	banks	bank	NOUN
aijmsr-1308	85	13	or	or	CCONJ
aijmsr-1308	85	14	hospitals	hospital	NOUN
aijmsr-1308	85	15	that	that	PRON
aijmsr-1308	85	16	match	match	VERB
aijmsr-1308	85	17	a	a	DET
aijmsr-1308	85	18	specific	specific	ADJ
aijmsr-1308	85	19	or	or	CCONJ
aijmsr-1308	85	20	related	related	ADJ
aijmsr-1308	85	21	blood	blood	NOUN
aijmsr-1308	85	22	group	group	NOUN
aijmsr-1308	85	23	and	and	CCONJ
aijmsr-1308	85	24	contact	contact	VERB
aijmsr-1308	85	25	them	they	PRON
aijmsr-1308	85	26	via	via	ADP
aijmsr-1308	85	27	the	the	DET
aijmsr-1308	85	28	app	app	NOUN
aijmsr-1308	85	29	.	.	PUNCT
aijmsr-1308	86	1	dutta	dutta	PROPN
aijmsr-1308	86	2	et	et	PROPN
aijmsr-1308	86	3	al	al	PROPN
aijmsr-1308	86	4	.	.	PROPN
aijmsr-1308	87	1	(	(	PUNCT
aijmsr-1308	87	2	2018	2018	NUM
aijmsr-1308	87	3	)	)	PUNCT
aijmsr-1308	87	4	designed	design	VERB
aijmsr-1308	87	5	an	an	DET
aijmsr-1308	87	6	integrated	integrated	ADJ
aijmsr-1308	87	7	blood	blood	NOUN
aijmsr-1308	87	8	donation	donation	NOUN
aijmsr-1308	87	9	camp	camp	NOUN
aijmsr-1308	87	10	management	management	NOUN
aijmsr-1308	87	11	system	system	NOUN
aijmsr-1308	87	12	to	to	PART
aijmsr-1308	87	13	manage	manage	VERB
aijmsr-1308	87	14	end	end	NOUN
aijmsr-1308	87	15	to	to	PART
aijmsr-1308	87	16	end	end	VERB
aijmsr-1308	87	17	blood	blood	NOUN
aijmsr-1308	87	18	management	management	NOUN
aijmsr-1308	87	19	process	process	NOUN
aijmsr-1308	87	20	.	.	PUNCT
aijmsr-1308	88	1	in	in	ADP
aijmsr-1308	88	2	this	this	DET
aijmsr-1308	88	3	paper	paper	NOUN
aijmsr-1308	88	4	,	,	PUNCT
aijmsr-1308	88	5	a	a	DET
aijmsr-1308	88	6	particular	particular	ADJ
aijmsr-1308	88	7	emphasis	emphasis	NOUN
aijmsr-1308	88	8	is	be	AUX
aijmsr-1308	88	9	placed	place	VERB
aijmsr-1308	88	10	on	on	ADP
aijmsr-1308	88	11	the	the	DET
aijmsr-1308	88	12	localized	localize	VERB
aijmsr-1308	88	13	blood	blood	NOUN
aijmsr-1308	88	14	donation	donation	NOUN
aijmsr-1308	88	15	campaign	campaign	NOUN
aijmsr-1308	88	16	management	management	NOUN
aijmsr-1308	88	17	,	,	PUNCT
aijmsr-1308	88	18	in	in	ADP
aijmsr-1308	88	19	which	which	PRON
aijmsr-1308	88	20	campaign	campaign	NOUN
aijmsr-1308	88	21	activities	activity	NOUN
aijmsr-1308	88	22	are	be	AUX
aijmsr-1308	88	23	arranged	arrange	VERB
aijmsr-1308	88	24	according	accord	VERB
aijmsr-1308	88	25	to	to	ADP
aijmsr-1308	88	26	https://www.cribfb.com/journal/index.php/aijmsr	https://www.cribfb.com/journal/index.php/aijmsr	PROPN
aijmsr-1308	88	27	american	american	PROPN
aijmsr-1308	88	28	international	international	PROPN
aijmsr-1308	88	29	journal	journal	PROPN
aijmsr-1308	88	30	of	of	ADP
aijmsr-1308	88	31	multidisciplinary	multidisciplinary	ADJ
aijmsr-1308	88	32	scientific	scientific	ADJ
aijmsr-1308	88	33	research	research	NOUN
aijmsr-1308	88	34	vol	vol	NOUN
aijmsr-1308	88	35	.	.	PUNCT
aijmsr-1308	89	1	10	10	NUM
aijmsr-1308	89	2	,	,	PUNCT
aijmsr-1308	89	3	no	no	INTJ
aijmsr-1308	89	4	.	.	NOUN
aijmsr-1308	89	5	1	1	NUM
aijmsr-1308	89	6	;	;	PUNCT
aijmsr-1308	89	7	2021	2021	NUM
aijmsr-1308	89	8	4	4	NUM
aijmsr-1308	89	9	the	the	DET
aijmsr-1308	89	10	donor	donor	NOUN
aijmsr-1308	89	11	's	's	PART
aijmsr-1308	89	12	preferences	preference	NOUN
aijmsr-1308	89	13	for	for	ADP
aijmsr-1308	89	14	time	time	NOUN
aijmsr-1308	89	15	,	,	PUNCT
aijmsr-1308	89	16	place	place	NOUN
aijmsr-1308	89	17	,	,	PUNCT
aijmsr-1308	89	18	date	date	NOUN
aijmsr-1308	89	19	,	,	PUNCT
aijmsr-1308	89	20	etc	etc	X
aijmsr-1308	89	21	.	.	X
aijmsr-1308	90	1	the	the	DET
aijmsr-1308	90	2	number	number	NOUN
aijmsr-1308	90	3	of	of	ADP
aijmsr-1308	90	4	donors	donor	NOUN
aijmsr-1308	90	5	expected	expect	VERB
aijmsr-1308	90	6	for	for	ADP
aijmsr-1308	90	7	a	a	DET
aijmsr-1308	90	8	scheduled	schedule	VERB
aijmsr-1308	90	9	campaign	campaign	NOUN
aijmsr-1308	90	10	can	can	AUX
aijmsr-1308	90	11	be	be	AUX
aijmsr-1308	90	12	estimated	estimate	VERB
aijmsr-1308	90	13	using	use	VERB
aijmsr-1308	90	14	donor	donor	NOUN
aijmsr-1308	90	15	registration	registration	NOUN
aijmsr-1308	90	16	data	datum	NOUN
aijmsr-1308	90	17	.	.	PUNCT
aijmsr-1308	91	1	materials	material	NOUN
aijmsr-1308	91	2	and	and	CCONJ
aijmsr-1308	91	3	methods	method	NOUN
aijmsr-1308	91	4	figure	figure	VERB
aijmsr-1308	91	5	1	1	NUM
aijmsr-1308	91	6	.	.	PUNCT
aijmsr-1308	92	1	the	the	DET
aijmsr-1308	92	2	proposed	propose	VERB
aijmsr-1308	92	3	method	method	NOUN
aijmsr-1308	92	4	this	this	DET
aijmsr-1308	92	5	study	study	NOUN
aijmsr-1308	92	6	has	have	AUX
aijmsr-1308	92	7	followed	follow	VERB
aijmsr-1308	92	8	the	the	DET
aijmsr-1308	92	9	data	datum	NOUN
aijmsr-1308	92	10	mining	mining	NOUN
aijmsr-1308	92	11	standard	standard	ADJ
aijmsr-1308	92	12	approach	approach	NOUN
aijmsr-1308	92	13	.	.	PUNCT
aijmsr-1308	93	1	the	the	DET
aijmsr-1308	93	2	overall	overall	ADJ
aijmsr-1308	93	3	process	process	NOUN
aijmsr-1308	93	4	is	be	AUX
aijmsr-1308	93	5	shown	show	VERB
aijmsr-1308	93	6	in	in	ADP
aijmsr-1308	93	7	figure	figure	NOUN
aijmsr-1308	93	8	1	1	NUM
aijmsr-1308	93	9	.	.	PUNCT
aijmsr-1308	94	1	this	this	DET
aijmsr-1308	94	2	section	section	NOUN
aijmsr-1308	94	3	describes	describe	VERB
aijmsr-1308	94	4	them	they	PRON
aijmsr-1308	94	5	individually	individually	ADV
aijmsr-1308	94	6	.	.	PUNCT
aijmsr-1308	95	1	data	datum	NOUN
aijmsr-1308	95	2	collection	collection	NOUN
aijmsr-1308	95	3	blood	blood	NOUN
aijmsr-1308	95	4	donors	donor	NOUN
aijmsr-1308	95	5	'	'	PART
aijmsr-1308	95	6	data	datum	NOUN
aijmsr-1308	95	7	was	be	AUX
aijmsr-1308	95	8	legally	legally	ADV
aijmsr-1308	95	9	collected	collect	VERB
aijmsr-1308	95	10	from	from	ADP
aijmsr-1308	95	11	a	a	DET
aijmsr-1308	95	12	small	small	ADJ
aijmsr-1308	95	13	voluntary	voluntary	ADJ
aijmsr-1308	95	14	organization	organization	NOUN
aijmsr-1308	95	15	named	name	VERB
aijmsr-1308	95	16	“	"	PUNCT
aijmsr-1308	95	17	maizbhandari	maizbhandari	NOUN
aijmsr-1308	95	18	shah	shah	NOUN
aijmsr-1308	95	19	emdadia	emdadia	NOUN
aijmsr-1308	95	20	blood	blood	NOUN
aijmsr-1308	95	21	donors	donor	NOUN
aijmsr-1308	95	22	’	’	PART
aijmsr-1308	95	23	group	group	NOUN
aijmsr-1308	95	24	”	"	PUNCT
aijmsr-1308	95	25	.	.	PUNCT
aijmsr-1308	96	1	the	the	DET
aijmsr-1308	96	2	dataset	dataset	NOUN
aijmsr-1308	96	3	included	include	VERB
aijmsr-1308	96	4	8	8	NUM
aijmsr-1308	96	5	independent	independent	ADJ
aijmsr-1308	96	6	variables	variable	NOUN
aijmsr-1308	96	7	such	such	ADJ
aijmsr-1308	96	8	as	as	ADP
aijmsr-1308	96	9	i	i	PROPN
aijmsr-1308	96	10	d	d	PROPN
aijmsr-1308	96	11	,	,	PUNCT
aijmsr-1308	96	12	people	people	NOUN
aijmsr-1308	96	13	of	of	ADP
aijmsr-1308	96	14	different	different	ADJ
aijmsr-1308	96	15	ages	age	NOUN
aijmsr-1308	96	16	,	,	PUNCT
aijmsr-1308	96	17	blood	blood	NOUN
aijmsr-1308	96	18	types	type	NOUN
aijmsr-1308	96	19	,	,	PUNCT
aijmsr-1308	96	20	genders	gender	NOUN
aijmsr-1308	96	21	,	,	PUNCT
aijmsr-1308	96	22	last	last	ADJ
aijmsr-1308	96	23	donation	donation	NOUN
aijmsr-1308	96	24	date	date	NOUN
aijmsr-1308	96	25	,	,	PUNCT
aijmsr-1308	96	26	first	first	ADJ
aijmsr-1308	96	27	donation	donation	NOUN
aijmsr-1308	96	28	date	date	NOUN
aijmsr-1308	96	29	,	,	PUNCT
aijmsr-1308	96	30	donation	donation	NOUN
aijmsr-1308	96	31	count	count	NOUN
aijmsr-1308	96	32	,	,	PUNCT
aijmsr-1308	96	33	and	and	CCONJ
aijmsr-1308	96	34	city	city	NOUN
aijmsr-1308	96	35	in	in	ADP
aijmsr-1308	96	36	bangladesh	bangladesh	NOUN
aijmsr-1308	96	37	.	.	PUNCT
aijmsr-1308	97	1	by	by	ADP
aijmsr-1308	97	2	analyzing	analyze	VERB
aijmsr-1308	97	3	all	all	DET
aijmsr-1308	97	4	independent	independent	ADJ
aijmsr-1308	97	5	variables	variable	NOUN
aijmsr-1308	97	6	,	,	PUNCT
aijmsr-1308	97	7	the	the	DET
aijmsr-1308	97	8	dataset	dataset	NOUN
aijmsr-1308	97	9	includes	include	VERB
aijmsr-1308	97	10	one	one	NUM
aijmsr-1308	97	11	dependent	dependent	ADJ
aijmsr-1308	97	12	variable	variable	ADJ
aijmsr-1308	97	13	class	class	NOUN
aijmsr-1308	97	14	to	to	PART
aijmsr-1308	97	15	find	find	VERB
aijmsr-1308	97	16	the	the	DET
aijmsr-1308	97	17	most	most	ADV
aijmsr-1308	97	18	probable	probable	ADJ
aijmsr-1308	97	19	donor	donor	NOUN
aijmsr-1308	97	20	.	.	PUNCT
aijmsr-1308	98	1	if	if	SCONJ
aijmsr-1308	98	2	a	a	DET
aijmsr-1308	98	3	person	person	NOUN
aijmsr-1308	98	4	will	will	AUX
aijmsr-1308	98	5	donate	donate	VERB
aijmsr-1308	98	6	blood	blood	NOUN
aijmsr-1308	98	7	,	,	PUNCT
aijmsr-1308	98	8	then	then	ADV
aijmsr-1308	98	9	he	he	PRON
aijmsr-1308	98	10	/	/	PUNCT
aijmsr-1308	99	1	she	she	PRON
aijmsr-1308	99	2	will	will	AUX
aijmsr-1308	99	3	be	be	AUX
aijmsr-1308	99	4	classified	classify	VERB
aijmsr-1308	99	5	as	as	ADP
aijmsr-1308	99	6	1	1	NUM
aijmsr-1308	99	7	otherwise	otherwise	ADV
aijmsr-1308	99	8	0	0	NUM
aijmsr-1308	99	9	.	.	PUNCT
aijmsr-1308	99	10	table	table	NOUN
aijmsr-1308	99	11	1	1	NUM
aijmsr-1308	99	12	shows	show	VERB
aijmsr-1308	99	13	the	the	DET
aijmsr-1308	99	14	dataset	dataset	NOUN
aijmsr-1308	99	15	attribute	attribute	NOUN
aijmsr-1308	99	16	descriptions	description	NOUN
aijmsr-1308	99	17	.	.	PUNCT
aijmsr-1308	100	1	maizbhandari	maizbhandari	PROPN
aijmsr-1308	100	2	shah	shah	PROPN
aijmsr-1308	100	3	emdadia	emdadia	NOUN
aijmsr-1308	100	4	blood	blood	NOUN
aijmsr-1308	100	5	donors	donor	NOUN
aijmsr-1308	100	6	’	'	PUNCT
aijmsr-1308	100	7	group	group	NOUN
aijmsr-1308	100	8	consists	consist	VERB
aijmsr-1308	100	9	of	of	ADP
aijmsr-1308	100	10	700	700	NUM
aijmsr-1308	100	11	voluntary	voluntary	ADJ
aijmsr-1308	100	12	blood	blood	NOUN
aijmsr-1308	100	13	donors	donor	NOUN
aijmsr-1308	100	14	.	.	PUNCT
aijmsr-1308	101	1	members	member	NOUN
aijmsr-1308	101	2	of	of	ADP
aijmsr-1308	101	3	this	this	DET
aijmsr-1308	101	4	group	group	NOUN
aijmsr-1308	101	5	are	be	AUX
aijmsr-1308	101	6	typically	typically	ADV
aijmsr-1308	101	7	residents	resident	NOUN
aijmsr-1308	101	8	of	of	ADP
aijmsr-1308	101	9	bangladesh	bangladesh	NOUN
aijmsr-1308	101	10	's	's	PART
aijmsr-1308	101	11	chattogram	chattogram	NOUN
aijmsr-1308	101	12	city	city	NOUN
aijmsr-1308	101	13	and	and	CCONJ
aijmsr-1308	101	14	surrounding	surround	VERB
aijmsr-1308	101	15	areas	area	NOUN
aijmsr-1308	101	16	.	.	PUNCT
aijmsr-1308	102	1	the	the	DET
aijmsr-1308	102	2	organization	organization	NOUN
aijmsr-1308	102	3	has	have	VERB
aijmsr-1308	102	4	700	700	NUM
aijmsr-1308	102	5	donors	donor	NOUN
aijmsr-1308	102	6	'	'	PART
aijmsr-1308	102	7	phone	phone	NOUN
aijmsr-1308	102	8	numbers	number	NOUN
aijmsr-1308	102	9	and	and	CCONJ
aijmsr-1308	102	10	addresses	address	NOUN
aijmsr-1308	102	11	in	in	ADP
aijmsr-1308	102	12	its	its	PRON
aijmsr-1308	102	13	database	database	NOUN
aijmsr-1308	102	14	.	.	PUNCT
aijmsr-1308	103	1	we	we	PRON
aijmsr-1308	103	2	contacted	contact	VERB
aijmsr-1308	103	3	100	100	NUM
aijmsr-1308	103	4	donors	donor	NOUN
aijmsr-1308	103	5	for	for	ADP
aijmsr-1308	103	6	this	this	DET
aijmsr-1308	103	7	study	study	NOUN
aijmsr-1308	103	8	through	through	ADP
aijmsr-1308	103	9	physically	physically	ADV
aijmsr-1308	103	10	,	,	PUNCT
aijmsr-1308	103	11	phone	phone	NOUN
aijmsr-1308	103	12	calls	call	NOUN
aijmsr-1308	103	13	,	,	PUNCT
aijmsr-1308	103	14	or	or	CCONJ
aijmsr-1308	103	15	social	social	ADJ
aijmsr-1308	103	16	media	medium	NOUN
aijmsr-1308	103	17	and	and	CCONJ
aijmsr-1308	103	18	gathered	gather	VERB
aijmsr-1308	103	19	data	datum	NOUN
aijmsr-1308	103	20	based	base	VERB
aijmsr-1308	103	21	on	on	ADP
aijmsr-1308	103	22	the	the	DET
aijmsr-1308	103	23	independent	independent	ADJ
aijmsr-1308	103	24	variables	variable	NOUN
aijmsr-1308	103	25	listed	list	VERB
aijmsr-1308	103	26	in	in	ADP
aijmsr-1308	103	27	table	table	NOUN
aijmsr-1308	103	28	1	1	NUM
aijmsr-1308	103	29	.	.	PUNCT
aijmsr-1308	104	1	so	so	ADV
aijmsr-1308	104	2	,	,	PUNCT
aijmsr-1308	104	3	the	the	DET
aijmsr-1308	104	4	sample	sample	NOUN
aijmsr-1308	104	5	size	size	NOUN
aijmsr-1308	104	6	is	be	AUX
aijmsr-1308	104	7	100	100	NUM
aijmsr-1308	104	8	people	people	NOUN
aijmsr-1308	104	9	,	,	PUNCT
aijmsr-1308	104	10	while	while	SCONJ
aijmsr-1308	104	11	the	the	DET
aijmsr-1308	104	12	population	population	NOUN
aijmsr-1308	104	13	is	be	AUX
aijmsr-1308	104	14	700	700	NUM
aijmsr-1308	104	15	.	.	PUNCT
aijmsr-1308	104	16	table	table	NOUN
aijmsr-1308	104	17	1	1	NUM
aijmsr-1308	104	18	.	.	PUNCT
aijmsr-1308	105	1	attributes	attribute	NOUN
aijmsr-1308	105	2	of	of	ADP
aijmsr-1308	105	3	the	the	DET
aijmsr-1308	105	4	collected	collect	VERB
aijmsr-1308	105	5	dataset	dataset	VERB
aijmsr-1308	105	6	variable	variable	ADJ
aijmsr-1308	105	7	type	type	NOUN
aijmsr-1308	105	8	independent/	independent/	NUM
aijmsr-1308	105	9	dependent	dependent	ADJ
aijmsr-1308	105	10	description	description	NOUN
aijmsr-1308	105	11	i	i	PROPN
aijmsr-1308	105	12	d	d	PROPN
aijmsr-1308	105	13	numeric	numeric	ADP
aijmsr-1308	105	14	independent	independent	ADJ
aijmsr-1308	105	15	donor	donor	NOUN
aijmsr-1308	105	16	i	i	PROPN
aijmsr-1308	105	17	d	d	PROPN
aijmsr-1308	105	18	blood	blood	NOUN
aijmsr-1308	105	19	type	type	NOUN
aijmsr-1308	105	20	categorical	categorical	ADJ
aijmsr-1308	105	21	independent	independent	NOUN
aijmsr-1308	105	22	the	the	DET
aijmsr-1308	105	23	blood	blood	NOUN
aijmsr-1308	105	24	type	type	NOUN
aijmsr-1308	105	25	:	:	PUNCT
aijmsr-1308	105	26	a+	a+	X
aijmsr-1308	105	27	,	,	PUNCT
aijmsr-1308	105	28	a-	a-	X
aijmsr-1308	105	29	,	,	PUNCT
aijmsr-1308	105	30	b+	b+	X
aijmsr-1308	105	31	,	,	PUNCT
aijmsr-1308	105	32	b	b	X
aijmsr-1308	105	33	,	,	PUNCT
aijmsr-1308	105	34	ab+	ab+	NOUN
aijmsr-1308	105	35	,	,	PUNCT
aijmsr-1308	105	36	ab-	ab-	X
aijmsr-1308	105	37	,	,	PUNCT
aijmsr-1308	105	38	o+	o+	ADJ
aijmsr-1308	105	39	,	,	PUNCT
aijmsr-1308	105	40	o	o	PROPN
aijmsr-1308	105	41	gender	gender	NOUN
aijmsr-1308	105	42	categorical	categorical	ADJ
aijmsr-1308	105	43	independent	independent	ADJ
aijmsr-1308	105	44	male(m	male(m	PROPN
aijmsr-1308	105	45	)	)	PUNCT
aijmsr-1308	105	46	,	,	PUNCT
aijmsr-1308	105	47	female(f	female(f	NOUN
aijmsr-1308	105	48	)	)	PUNCT
aijmsr-1308	105	49	age	age	NOUN
aijmsr-1308	105	50	numeric	numeric	ADP
aijmsr-1308	105	51	independent	independent	ADJ
aijmsr-1308	105	52	donor	donor	NOUN
aijmsr-1308	105	53	age	age	NOUN
aijmsr-1308	105	54	https://www.cribfb.com/journal/index.php/aijmsr	https://www.cribfb.com/journal/index.php/aijmsr	PROPN
aijmsr-1308	105	55	american	american	PROPN
aijmsr-1308	105	56	international	international	PROPN
aijmsr-1308	105	57	journal	journal	PROPN
aijmsr-1308	105	58	of	of	ADP
aijmsr-1308	105	59	multidisciplinary	multidisciplinary	ADJ
aijmsr-1308	105	60	scientific	scientific	ADJ
aijmsr-1308	105	61	research	research	NOUN
aijmsr-1308	105	62	vol	vol	NOUN
aijmsr-1308	105	63	.	.	PUNCT
aijmsr-1308	106	1	10	10	NUM
aijmsr-1308	106	2	,	,	PUNCT
aijmsr-1308	106	3	no	no	INTJ
aijmsr-1308	106	4	.	.	NOUN
aijmsr-1308	106	5	1	1	NUM
aijmsr-1308	106	6	;	;	PUNCT
aijmsr-1308	106	7	2021	2021	NUM
aijmsr-1308	106	8	5	5	NUM
aijmsr-1308	106	9	donation	donation	NOUN
aijmsr-1308	106	10	count	count	NOUN
aijmsr-1308	106	11	numeric	numeric	ADP
aijmsr-1308	106	12	independent	independent	ADJ
aijmsr-1308	106	13	number	number	NOUN
aijmsr-1308	106	14	of	of	ADP
aijmsr-1308	106	15	donations	donation	NOUN
aijmsr-1308	106	16	first	first	ADV
aijmsr-1308	106	17	donation	donation	NOUN
aijmsr-1308	106	18	date	date	NOUN
aijmsr-1308	106	19	date	date	NOUN
aijmsr-1308	106	20	independent	independent	ADJ
aijmsr-1308	106	21	date	date	NOUN
aijmsr-1308	106	22	of	of	ADP
aijmsr-1308	106	23	the	the	DET
aijmsr-1308	106	24	first	first	ADJ
aijmsr-1308	106	25	donation	donation	NOUN
aijmsr-1308	106	26	last	last	ADJ
aijmsr-1308	106	27	donation	donation	NOUN
aijmsr-1308	106	28	date	date	NOUN
aijmsr-1308	106	29	date	date	NOUN
aijmsr-1308	106	30	independent	independent	ADJ
aijmsr-1308	106	31	date	date	NOUN
aijmsr-1308	106	32	of	of	ADP
aijmsr-1308	106	33	the	the	DET
aijmsr-1308	106	34	last	last	ADJ
aijmsr-1308	106	35	donation	donation	NOUN
aijmsr-1308	106	36	city	city	NOUN
aijmsr-1308	106	37	categorical	categorical	ADJ
aijmsr-1308	106	38	independent	independent	ADJ
aijmsr-1308	106	39	donor	donor	NOUN
aijmsr-1308	106	40	present	present	ADJ
aijmsr-1308	106	41	address	address	NOUN
aijmsr-1308	106	42	class	class	NOUN
aijmsr-1308	106	43	binary	binary	NOUN
aijmsr-1308	106	44	dependent	dependent	ADJ
aijmsr-1308	106	45	1	1	NUM
aijmsr-1308	106	46	,	,	PUNCT
aijmsr-1308	106	47	if	if	SCONJ
aijmsr-1308	106	48	a	a	DET
aijmsr-1308	106	49	person	person	NOUN
aijmsr-1308	106	50	will	will	AUX
aijmsr-1308	106	51	donate	donate	VERB
aijmsr-1308	106	52	blood	blood	NOUN
aijmsr-1308	106	53	else	else	ADV
aijmsr-1308	106	54	0	0	NUM
aijmsr-1308	106	55	data	datum	NOUN
aijmsr-1308	106	56	preprocessing	preprocesse	VERB
aijmsr-1308	106	57	feature	feature	NOUN
aijmsr-1308	106	58	engineering	engineering	NOUN
aijmsr-1308	106	59	and	and	CCONJ
aijmsr-1308	106	60	,	,	PUNCT
aijmsr-1308	106	61	data	datum	NOUN
aijmsr-1308	106	62	normalization	normalization	NOUN
aijmsr-1308	106	63	techniques	technique	NOUN
aijmsr-1308	106	64	are	be	AUX
aijmsr-1308	106	65	used	use	VERB
aijmsr-1308	106	66	in	in	ADP
aijmsr-1308	106	67	data	datum	NOUN
aijmsr-1308	106	68	preprocessing	preprocessing	NOUN
aijmsr-1308	106	69	.	.	PUNCT
aijmsr-1308	107	1	feature	feature	NOUN
aijmsr-1308	107	2	engineering	engineering	NOUN
aijmsr-1308	107	3	takes	take	VERB
aijmsr-1308	107	4	the	the	DET
aijmsr-1308	107	5	original	original	ADJ
aijmsr-1308	107	6	data	datum	NOUN
aijmsr-1308	107	7	and	and	CCONJ
aijmsr-1308	107	8	adds	add	VERB
aijmsr-1308	107	9	new	new	ADJ
aijmsr-1308	107	10	attributes	attribute	NOUN
aijmsr-1308	107	11	that	that	PRON
aijmsr-1308	107	12	can	can	AUX
aijmsr-1308	107	13	help	help	VERB
aijmsr-1308	107	14	modeling	modeling	NOUN
aijmsr-1308	107	15	.	.	PUNCT
aijmsr-1308	108	1	in	in	ADP
aijmsr-1308	108	2	our	our	PRON
aijmsr-1308	108	3	dataset	dataset	NOUN
aijmsr-1308	108	4	,	,	PUNCT
aijmsr-1308	108	5	we	we	PRON
aijmsr-1308	108	6	included	include	VERB
aijmsr-1308	108	7	two	two	NUM
aijmsr-1308	108	8	new	new	ADJ
aijmsr-1308	108	9	attributes	attribute	NOUN
aijmsr-1308	108	10	:	:	PUNCT
aijmsr-1308	108	11	'	'	PUNCT
aijmsr-1308	108	12	difference	difference	NOUN
aijmsr-1308	108	13	between	between	ADP
aijmsr-1308	108	14	first	first	ADJ
aijmsr-1308	108	15	and	and	CCONJ
aijmsr-1308	108	16	last	last	ADJ
aijmsr-1308	108	17	blood	blood	NOUN
aijmsr-1308	108	18	donation	donation	NOUN
aijmsr-1308	108	19	dates	date	NOUN
aijmsr-1308	108	20	'	'	PART
aijmsr-1308	108	21	and	and	CCONJ
aijmsr-1308	108	22	'	'	NUM
aijmsr-1308	108	23	days	day	NOUN
aijmsr-1308	108	24	since	since	SCONJ
aijmsr-1308	108	25	the	the	DET
aijmsr-1308	108	26	last	last	ADJ
aijmsr-1308	108	27	donation	donation	NOUN
aijmsr-1308	108	28	.	.	PUNCT
aijmsr-1308	108	29	'	'	PUNCT
aijmsr-1308	109	1	the	the	DET
aijmsr-1308	109	2	city	city	NOUN
aijmsr-1308	109	3	variable	variable	NOUN
aijmsr-1308	109	4	has	have	AUX
aijmsr-1308	109	5	been	be	AUX
aijmsr-1308	109	6	omitted	omit	VERB
aijmsr-1308	109	7	because	because	SCONJ
aijmsr-1308	109	8	all	all	PRON
aijmsr-1308	109	9	of	of	ADP
aijmsr-1308	109	10	the	the	DET
aijmsr-1308	109	11	samples	sample	NOUN
aijmsr-1308	109	12	were	be	AUX
aijmsr-1308	109	13	taken	take	VERB
aijmsr-1308	109	14	from	from	ADP
aijmsr-1308	109	15	chattogram	chattogram	NOUN
aijmsr-1308	109	16	inhabitants	inhabitant	NOUN
aijmsr-1308	109	17	.	.	PUNCT
aijmsr-1308	110	1	we	we	PRON
aijmsr-1308	110	2	obtained	obtain	VERB
aijmsr-1308	110	3	the	the	DET
aijmsr-1308	110	4	following	following	ADJ
aijmsr-1308	110	5	variables	variable	NOUN
aijmsr-1308	110	6	as	as	ADP
aijmsr-1308	110	7	a	a	DET
aijmsr-1308	110	8	result	result	NOUN
aijmsr-1308	110	9	of	of	ADP
aijmsr-1308	110	10	feature	feature	NOUN
aijmsr-1308	110	11	engineering	engineering	NOUN
aijmsr-1308	110	12	:	:	PUNCT
aijmsr-1308	110	13	i	i	PROPN
aijmsr-1308	110	14	d	d	PROPN
aijmsr-1308	110	15	,	,	PUNCT
aijmsr-1308	110	16	blood	blood	NOUN
aijmsr-1308	110	17	type	type	NOUN
aijmsr-1308	110	18	,	,	PUNCT
aijmsr-1308	110	19	gender	gender	NOUN
aijmsr-1308	110	20	,	,	PUNCT
aijmsr-1308	110	21	age	age	NOUN
aijmsr-1308	110	22	,	,	PUNCT
aijmsr-1308	110	23	donation	donation	NOUN
aijmsr-1308	110	24	count	count	NOUN
aijmsr-1308	110	25	,	,	PUNCT
aijmsr-1308	110	26	class	class	NOUN
aijmsr-1308	110	27	,	,	PUNCT
aijmsr-1308	110	28	and	and	CCONJ
aijmsr-1308	110	29			NOUN
aijmsr-1308	110	30	difference	difference	NOUN
aijmsr-1308	110	31	between	between	ADP
aijmsr-1308	110	32	first	first	ADJ
aijmsr-1308	110	33	and	and	CCONJ
aijmsr-1308	110	34	last	last	ADJ
aijmsr-1308	110	35	blood	blood	NOUN
aijmsr-1308	110	36	donation	donation	NOUN
aijmsr-1308	110	37	dates	date	NOUN
aijmsr-1308	110	38	:	:	PUNCT
aijmsr-1308	110	39	the	the	DET
aijmsr-1308	110	40	time	time	NOUN
aijmsr-1308	110	41	interval	interval	NOUN
aijmsr-1308	110	42	between	between	ADP
aijmsr-1308	110	43	a	a	DET
aijmsr-1308	110	44	donor	donor	NOUN
aijmsr-1308	110	45	's	's	PART
aijmsr-1308	110	46	first	first	ADJ
aijmsr-1308	110	47	and	and	CCONJ
aijmsr-1308	110	48	last	last	ADJ
aijmsr-1308	110	49	blood	blood	NOUN
aijmsr-1308	110	50	donation	donation	NOUN
aijmsr-1308	110	51	.	.	PUNCT
aijmsr-1308	111	1			PART
aijmsr-1308	112	1	days	day	NOUN
aijmsr-1308	112	2	since	since	SCONJ
aijmsr-1308	112	3	the	the	DET
aijmsr-1308	112	4	last	last	ADJ
aijmsr-1308	112	5	donation	donation	NOUN
aijmsr-1308	112	6	:	:	PUNCT
aijmsr-1308	112	7	the	the	DET
aijmsr-1308	112	8	time	time	NOUN
aijmsr-1308	112	9	interval	interval	NOUN
aijmsr-1308	112	10	between	between	ADP
aijmsr-1308	112	11	the	the	DET
aijmsr-1308	112	12	current	current	ADJ
aijmsr-1308	112	13	date	date	NOUN
aijmsr-1308	112	14	and	and	CCONJ
aijmsr-1308	112	15	the	the	DET
aijmsr-1308	112	16	donor	donor	NOUN
aijmsr-1308	112	17	's	's	PART
aijmsr-1308	112	18	last	last	ADJ
aijmsr-1308	112	19	blood	blood	NOUN
aijmsr-1308	112	20	donation	donation	NOUN
aijmsr-1308	112	21	.	.	PUNCT
aijmsr-1308	113	1	the	the	DET
aijmsr-1308	113	2	current	current	ADJ
aijmsr-1308	113	3	date	date	NOUN
aijmsr-1308	113	4	refers	refer	VERB
aijmsr-1308	113	5	to	to	ADP
aijmsr-1308	113	6	the	the	DET
aijmsr-1308	113	7	period	period	NOUN
aijmsr-1308	113	8	during	during	ADP
aijmsr-1308	113	9	which	which	PRON
aijmsr-1308	113	10	the	the	DET
aijmsr-1308	113	11	research	research	NOUN
aijmsr-1308	113	12	is	be	AUX
aijmsr-1308	113	13	ongoing	ongoing	ADJ
aijmsr-1308	113	14	.	.	PUNCT
aijmsr-1308	114	1	descriptive	descriptive	ADJ
aijmsr-1308	114	2	model	model	NOUN
aijmsr-1308	114	3	the	the	DET
aijmsr-1308	114	4	descriptive	descriptive	ADJ
aijmsr-1308	114	5	model	model	NOUN
aijmsr-1308	114	6	investigates	investigate	VERB
aijmsr-1308	114	7	the	the	DET
aijmsr-1308	114	8	behavior	behavior	NOUN
aijmsr-1308	114	9	of	of	ADP
aijmsr-1308	114	10	donors	donor	NOUN
aijmsr-1308	114	11	by	by	ADP
aijmsr-1308	114	12	analyzing	analyze	VERB
aijmsr-1308	114	13	data	datum	NOUN
aijmsr-1308	114	14	patterns	pattern	NOUN
aijmsr-1308	114	15	.	.	PUNCT
aijmsr-1308	115	1	we	we	PRON
aijmsr-1308	115	2	used	use	VERB
aijmsr-1308	115	3	descriptive	descriptive	ADJ
aijmsr-1308	115	4	statistics	statistic	NOUN
aijmsr-1308	115	5	and	and	CCONJ
aijmsr-1308	115	6	the	the	DET
aijmsr-1308	115	7	two	two	NUM
aijmsr-1308	115	8	-	-	PUNCT
aijmsr-1308	115	9	step	step	NOUN
aijmsr-1308	115	10	clustering	clustering	NOUN
aijmsr-1308	115	11	method	method	NOUN
aijmsr-1308	115	12	to	to	PART
aijmsr-1308	115	13	develop	develop	VERB
aijmsr-1308	115	14	the	the	DET
aijmsr-1308	115	15	descriptive	descriptive	ADJ
aijmsr-1308	115	16	model	model	NOUN
aijmsr-1308	115	17	.	.	PUNCT
aijmsr-1308	116	1	the	the	DET
aijmsr-1308	116	2	two	two	NUM
aijmsr-1308	116	3	-	-	PUNCT
aijmsr-1308	116	4	step	step	NOUN
aijmsr-1308	116	5	clustering	clustering	ADJ
aijmsr-1308	116	6	approach	approach	NOUN
aijmsr-1308	116	7	is	be	AUX
aijmsr-1308	116	8	divided	divide	VERB
aijmsr-1308	116	9	into	into	ADP
aijmsr-1308	116	10	two	two	NUM
aijmsr-1308	116	11	steps	step	NOUN
aijmsr-1308	116	12	,	,	PUNCT
aijmsr-1308	116	13	the	the	DET
aijmsr-1308	116	14	first	first	ADJ
aijmsr-1308	116	15	of	of	ADP
aijmsr-1308	116	16	which	which	PRON
aijmsr-1308	116	17	is	be	AUX
aijmsr-1308	116	18	the	the	DET
aijmsr-1308	116	19	pre	pre	NOUN
aijmsr-1308	116	20	-	-	ADJ
aijmsr-1308	116	21	clustering	clustering	ADJ
aijmsr-1308	116	22	of	of	ADP
aijmsr-1308	116	23	all	all	DET
aijmsr-1308	116	24	records	record	NOUN
aijmsr-1308	116	25	.	.	PUNCT
aijmsr-1308	117	1	the	the	DET
aijmsr-1308	117	2	pre	pre	NOUN
aijmsr-1308	117	3	-	-	NOUN
aijmsr-1308	117	4	clusters	cluster	NOUN
aijmsr-1308	117	5	are	be	AUX
aijmsr-1308	117	6	sequentially	sequentially	ADV
aijmsr-1308	117	7	combined	combine	VERB
aijmsr-1308	117	8	in	in	ADP
aijmsr-1308	117	9	the	the	DET
aijmsr-1308	117	10	second	second	ADJ
aijmsr-1308	117	11	stage	stage	NOUN
aijmsr-1308	117	12	using	use	VERB
aijmsr-1308	117	13	a	a	DET
aijmsr-1308	117	14	hierarchical	hierarchical	ADJ
aijmsr-1308	117	15	agglomerative	agglomerative	ADJ
aijmsr-1308	117	16	cluster	cluster	NOUN
aijmsr-1308	117	17	technique	technique	NOUN
aijmsr-1308	117	18	.	.	PUNCT
aijmsr-1308	118	1	this	this	DET
aijmsr-1308	118	2	approach	approach	NOUN
aijmsr-1308	118	3	automatically	automatically	ADV
aijmsr-1308	118	4	selects	select	VERB
aijmsr-1308	118	5	the	the	DET
aijmsr-1308	118	6	number	number	NOUN
aijmsr-1308	118	7	of	of	ADP
aijmsr-1308	118	8	clusters	cluster	NOUN
aijmsr-1308	118	9	.	.	PUNCT
aijmsr-1308	119	1	the	the	DET
aijmsr-1308	119	2	whole	whole	ADJ
aijmsr-1308	119	3	process	process	NOUN
aijmsr-1308	119	4	was	be	AUX
aijmsr-1308	119	5	analyzed	analyze	VERB
aijmsr-1308	119	6	via	via	ADP
aijmsr-1308	119	7	software	software	NOUN
aijmsr-1308	119	8	ibm	ibm	PROPN
aijmsr-1308	119	9	spss	spss	PROPN
aijmsr-1308	119	10	statistics	statistic	NOUN
aijmsr-1308	119	11	for	for	ADP
aijmsr-1308	119	12	windows	window	NOUN
aijmsr-1308	119	13	,	,	PUNCT
aijmsr-1308	119	14	version	version	NOUN
aijmsr-1308	119	15	25.0	25.0	NUM
aijmsr-1308	119	16	.	.	PUNCT
aijmsr-1308	120	1	predictive	predictive	ADJ
aijmsr-1308	120	2	model	model	NOUN
aijmsr-1308	120	3	the	the	DET
aijmsr-1308	120	4	predictive	predictive	ADJ
aijmsr-1308	120	5	model	model	NOUN
aijmsr-1308	120	6	predicts	predict	VERB
aijmsr-1308	120	7	whether	whether	SCONJ
aijmsr-1308	120	8	a	a	DET
aijmsr-1308	120	9	donor	donor	NOUN
aijmsr-1308	120	10	will	will	AUX
aijmsr-1308	120	11	donate	donate	VERB
aijmsr-1308	120	12	blood	blood	NOUN
aijmsr-1308	120	13	or	or	CCONJ
aijmsr-1308	120	14	not	not	PART
aijmsr-1308	120	15	during	during	ADP
aijmsr-1308	120	16	an	an	DET
aijmsr-1308	120	17	emergency	emergency	NOUN
aijmsr-1308	120	18	time	time	NOUN
aijmsr-1308	120	19	by	by	ADP
aijmsr-1308	120	20	analyzing	analyze	VERB
aijmsr-1308	120	21	their	their	PRON
aijmsr-1308	120	22	past	past	ADJ
aijmsr-1308	120	23	data	data	NOUN
aijmsr-1308	120	24	.	.	PUNCT
aijmsr-1308	121	1	this	this	DET
aijmsr-1308	121	2	study	study	NOUN
aijmsr-1308	121	3	analyzed	analyze	VERB
aijmsr-1308	121	4	the	the	DET
aijmsr-1308	121	5	independent	independent	ADJ
aijmsr-1308	121	6	variables	variable	NOUN
aijmsr-1308	121	7	of	of	ADP
aijmsr-1308	121	8	previously	previously	ADV
aijmsr-1308	121	9	collected	collect	VERB
aijmsr-1308	121	10	data	datum	NOUN
aijmsr-1308	121	11	and	and	CCONJ
aijmsr-1308	121	12	divided	divide	VERB
aijmsr-1308	121	13	the	the	DET
aijmsr-1308	121	14	blood	blood	NOUN
aijmsr-1308	121	15	donors	donor	NOUN
aijmsr-1308	121	16	into	into	ADP
aijmsr-1308	121	17	two	two	NUM
aijmsr-1308	121	18	categories	category	NOUN
aijmsr-1308	121	19	,	,	PUNCT
aijmsr-1308	121	20	most	most	ADV
aijmsr-1308	121	21	likely	likely	ADJ
aijmsr-1308	121	22	(	(	PUNCT
aijmsr-1308	121	23	1	1	NUM
aijmsr-1308	121	24	)	)	PUNCT
aijmsr-1308	121	25	and	and	CCONJ
aijmsr-1308	121	26	unlikely	unlikely	ADJ
aijmsr-1308	121	27	(	(	PUNCT
aijmsr-1308	121	28	0	0	NUM
aijmsr-1308	121	29	)	)	PUNCT
aijmsr-1308	121	30	.	.	PUNCT
aijmsr-1308	122	1	after	after	ADP
aijmsr-1308	122	2	that	that	PRON
aijmsr-1308	122	3	,	,	PUNCT
aijmsr-1308	122	4	a	a	DET
aijmsr-1308	122	5	training	training	NOUN
aijmsr-1308	122	6	set	set	NOUN
aijmsr-1308	122	7	(	(	PUNCT
aijmsr-1308	122	8	80	80	NUM
aijmsr-1308	122	9	%	%	NOUN
aijmsr-1308	122	10	)	)	PUNCT
aijmsr-1308	122	11	and	and	CCONJ
aijmsr-1308	122	12	a	a	DET
aijmsr-1308	122	13	testing	testing	NOUN
aijmsr-1308	122	14	set	set	NOUN
aijmsr-1308	122	15	(	(	PUNCT
aijmsr-1308	122	16	the	the	DET
aijmsr-1308	122	17	remaining	remain	VERB
aijmsr-1308	122	18	20	20	NUM
aijmsr-1308	122	19	%	%	NOUN
aijmsr-1308	122	20	)	)	PUNCT
aijmsr-1308	122	21	were	be	AUX
aijmsr-1308	122	22	created	create	VERB
aijmsr-1308	122	23	from	from	ADP
aijmsr-1308	122	24	the	the	DET
aijmsr-1308	122	25	gathered	gather	VERB
aijmsr-1308	122	26	data	datum	NOUN
aijmsr-1308	122	27	.	.	PUNCT
aijmsr-1308	123	1	the	the	DET
aijmsr-1308	123	2	data	data	NOUN
aijmsr-1308	123	3	patterns	pattern	NOUN
aijmsr-1308	123	4	were	be	AUX
aijmsr-1308	123	5	taught	teach	VERB
aijmsr-1308	123	6	to	to	ADP
aijmsr-1308	123	7	the	the	DET
aijmsr-1308	123	8	model	model	NOUN
aijmsr-1308	123	9	using	use	VERB
aijmsr-1308	123	10	the	the	DET
aijmsr-1308	123	11	training	training	NOUN
aijmsr-1308	123	12	set	set	NOUN
aijmsr-1308	123	13	.	.	PUNCT
aijmsr-1308	124	1	the	the	DET
aijmsr-1308	124	2	testing	testing	NOUN
aijmsr-1308	124	3	set	set	NOUN
aijmsr-1308	124	4	was	be	AUX
aijmsr-1308	124	5	used	use	VERB
aijmsr-1308	124	6	for	for	ADP
aijmsr-1308	124	7	model	model	NOUN
aijmsr-1308	124	8	evaluation	evaluation	NOUN
aijmsr-1308	124	9	.	.	PUNCT
aijmsr-1308	125	1	logistic	logistic	ADJ
aijmsr-1308	125	2	regression	regression	NOUN
aijmsr-1308	125	3	,	,	PUNCT
aijmsr-1308	125	4	j48	j48	ADJ
aijmsr-1308	125	5	decision	decision	NOUN
aijmsr-1308	125	6	tree	tree	NOUN
aijmsr-1308	125	7	,	,	PUNCT
aijmsr-1308	125	8	and	and	CCONJ
aijmsr-1308	125	9	random	random	ADJ
aijmsr-1308	125	10	forest	forest	NOUN
aijmsr-1308	125	11	data	datum	NOUN
aijmsr-1308	125	12	mining	mining	NOUN
aijmsr-1308	125	13	algorithms	algorithm	NOUN
aijmsr-1308	125	14	are	be	AUX
aijmsr-1308	125	15	utilized	utilize	VERB
aijmsr-1308	125	16	to	to	PART
aijmsr-1308	125	17	construct	construct	VERB
aijmsr-1308	125	18	three	three	NUM
aijmsr-1308	125	19	predictive	predictive	ADJ
aijmsr-1308	125	20	models	model	NOUN
aijmsr-1308	125	21	.	.	PUNCT
aijmsr-1308	126	1	the	the	DET
aijmsr-1308	126	2	best	good	ADJ
aijmsr-1308	126	3	prediction	prediction	NOUN
aijmsr-1308	126	4	model	model	NOUN
aijmsr-1308	126	5	is	be	AUX
aijmsr-1308	126	6	then	then	ADV
aijmsr-1308	126	7	determined	determine	VERB
aijmsr-1308	126	8	by	by	ADP
aijmsr-1308	126	9	comparing	compare	VERB
aijmsr-1308	126	10	these	these	DET
aijmsr-1308	126	11	models	model	NOUN
aijmsr-1308	126	12	.	.	PUNCT
aijmsr-1308	127	1	all	all	PRON
aijmsr-1308	127	2	of	of	ADP
aijmsr-1308	127	3	these	these	DET
aijmsr-1308	127	4	methods	method	NOUN
aijmsr-1308	127	5	have	have	AUX
aijmsr-1308	127	6	been	be	AUX
aijmsr-1308	127	7	carried	carry	VERB
aijmsr-1308	127	8	out	out	ADP
aijmsr-1308	127	9	with	with	ADP
aijmsr-1308	127	10	the	the	DET
aijmsr-1308	127	11	tool	tool	NOUN
aijmsr-1308	127	12	weka	weka	PROPN
aijmsr-1308	127	13	,	,	PUNCT
aijmsr-1308	127	14	version	version	NOUN
aijmsr-1308	127	15	3.8	3.8	NUM
aijmsr-1308	127	16	(	(	PUNCT
aijmsr-1308	127	17	hall	hall	NOUN
aijmsr-1308	127	18	,	,	PUNCT
aijmsr-1308	127	19	2009	2009	NUM
aijmsr-1308	127	20	)	)	PUNCT
aijmsr-1308	127	21	.	.	PUNCT
aijmsr-1308	128	1	results	result	VERB
aijmsr-1308	128	2	this	this	DET
aijmsr-1308	128	3	section	section	NOUN
aijmsr-1308	128	4	illustrates	illustrate	VERB
aijmsr-1308	128	5	the	the	DET
aijmsr-1308	128	6	outcomes	outcome	NOUN
aijmsr-1308	128	7	of	of	ADP
aijmsr-1308	128	8	the	the	DET
aijmsr-1308	128	9	two	two	NUM
aijmsr-1308	128	10	models	model	NOUN
aijmsr-1308	128	11	that	that	PRON
aijmsr-1308	128	12	were	be	AUX
aijmsr-1308	128	13	developed	develop	VERB
aijmsr-1308	128	14	in	in	ADP
aijmsr-1308	128	15	this	this	DET
aijmsr-1308	128	16	research	research	NOUN
aijmsr-1308	128	17	.	.	PUNCT
aijmsr-1308	129	1	https://www.cribfb.com/journal/index.php/aijmsr	https://www.cribfb.com/journal/index.php/aijmsr	PROPN
aijmsr-1308	129	2	american	american	PROPN
aijmsr-1308	129	3	international	international	PROPN
aijmsr-1308	129	4	journal	journal	PROPN
aijmsr-1308	129	5	of	of	ADP
aijmsr-1308	129	6	multidisciplinary	multidisciplinary	ADJ
aijmsr-1308	129	7	scientific	scientific	ADJ
aijmsr-1308	129	8	research	research	NOUN
aijmsr-1308	129	9	vol	vol	NOUN
aijmsr-1308	129	10	.	.	PUNCT
aijmsr-1308	130	1	10	10	NUM
aijmsr-1308	130	2	,	,	PUNCT
aijmsr-1308	130	3	no	no	INTJ
aijmsr-1308	130	4	.	.	NOUN
aijmsr-1308	130	5	1	1	NUM
aijmsr-1308	130	6	;	;	PUNCT
aijmsr-1308	130	7	2021	2021	NUM
aijmsr-1308	130	8	6	6	NUM
aijmsr-1308	130	9	findings	finding	NOUN
aijmsr-1308	130	10	of	of	ADP
aijmsr-1308	130	11	the	the	DET
aijmsr-1308	130	12	descriptive	descriptive	ADJ
aijmsr-1308	130	13	model	model	NOUN
aijmsr-1308	130	14	figure	figure	NOUN
aijmsr-1308	130	15	2	2	NUM
aijmsr-1308	130	16	.	.	PUNCT
aijmsr-1308	131	1	the	the	DET
aijmsr-1308	131	2	percentage	percentage	NOUN
aijmsr-1308	131	3	of	of	ADP
aijmsr-1308	131	4	donors	donor	NOUN
aijmsr-1308	131	5	’	’	PART
aijmsr-1308	131	6	blood	blood	NOUN
aijmsr-1308	131	7	group	group	NOUN
aijmsr-1308	131	8	descriptive	descriptive	ADJ
aijmsr-1308	131	9	statistics	statistic	NOUN
aijmsr-1308	131	10	analysis	analysis	NOUN
aijmsr-1308	131	11	:	:	PUNCT
aijmsr-1308	131	12	the	the	DET
aijmsr-1308	131	13	highest	high	ADJ
aijmsr-1308	131	14	percentage	percentage	NOUN
aijmsr-1308	131	15	of	of	ADP
aijmsr-1308	131	16	blood	blood	NOUN
aijmsr-1308	131	17	groups	group	NOUN
aijmsr-1308	131	18	in	in	ADP
aijmsr-1308	131	19	our	our	PRON
aijmsr-1308	131	20	samples	sample	NOUN
aijmsr-1308	131	21	is	be	AUX
aijmsr-1308	131	22	o	o	NOUN
aijmsr-1308	131	23	+	+	PROPN
aijmsr-1308	131	24	ve	ve	VERB
aijmsr-1308	131	25	,	,	PUNCT
aijmsr-1308	131	26	as	as	SCONJ
aijmsr-1308	131	27	shown	show	VERB
aijmsr-1308	131	28	in	in	ADP
aijmsr-1308	131	29	figure	figure	NOUN
aijmsr-1308	131	30	2	2	NUM
aijmsr-1308	131	31	.	.	PUNCT
aijmsr-1308	132	1	all	all	DET
aijmsr-1308	132	2	the	the	DET
aijmsr-1308	132	3	positive	positive	ADJ
aijmsr-1308	132	4	blood	blood	NOUN
aijmsr-1308	132	5	groups	group	NOUN
aijmsr-1308	132	6	are	be	AUX
aijmsr-1308	132	7	most	most	ADV
aijmsr-1308	132	8	common	common	ADJ
aijmsr-1308	132	9	.	.	PUNCT
aijmsr-1308	133	1	negative	negative	ADJ
aijmsr-1308	133	2	blood	blood	NOUN
aijmsr-1308	133	3	groups	group	NOUN
aijmsr-1308	133	4	are	be	AUX
aijmsr-1308	133	5	rare	rare	ADJ
aijmsr-1308	133	6	,	,	PUNCT
aijmsr-1308	133	7	especially	especially	ADV
aijmsr-1308	133	8	ab	ab	PROPN
aijmsr-1308	133	9	-	-	PROPN
aijmsr-1308	133	10	ve	ve	PROPN
aijmsr-1308	133	11	.	.	PUNCT
aijmsr-1308	134	1	that	that	DET
aijmsr-1308	134	2	blood	blood	NOUN
aijmsr-1308	134	3	group	group	NOUN
aijmsr-1308	134	4	donor	donor	NOUN
aijmsr-1308	134	5	was	be	AUX
aijmsr-1308	134	6	not	not	PART
aijmsr-1308	134	7	found	find	VERB
aijmsr-1308	134	8	in	in	ADP
aijmsr-1308	134	9	our	our	PRON
aijmsr-1308	134	10	samples	sample	NOUN
aijmsr-1308	134	11	.	.	PUNCT
aijmsr-1308	135	1	the	the	DET
aijmsr-1308	135	2	age	age	NOUN
aijmsr-1308	135	3	of	of	ADP
aijmsr-1308	135	4	blood	blood	NOUN
aijmsr-1308	135	5	donors	donor	NOUN
aijmsr-1308	135	6	ranges	range	VERB
aijmsr-1308	135	7	from	from	ADP
aijmsr-1308	135	8	18	18	NUM
aijmsr-1308	135	9	to	to	PART
aijmsr-1308	135	10	56	56	NUM
aijmsr-1308	135	11	years	year	NOUN
aijmsr-1308	135	12	old	old	ADJ
aijmsr-1308	135	13	in	in	ADP
aijmsr-1308	135	14	our	our	PRON
aijmsr-1308	135	15	dataset	dataset	NOUN
aijmsr-1308	135	16	.	.	PUNCT
aijmsr-1308	136	1	donors	donor	NOUN
aijmsr-1308	136	2	are	be	AUX
aijmsr-1308	136	3	an	an	DET
aijmsr-1308	136	4	average	average	NOUN
aijmsr-1308	136	5	of	of	ADP
aijmsr-1308	136	6	29.22	29.22	NUM
aijmsr-1308	136	7	years	year	NOUN
aijmsr-1308	136	8	old	old	ADJ
aijmsr-1308	136	9	.	.	PUNCT
aijmsr-1308	137	1	this	this	PRON
aijmsr-1308	137	2	explores	explore	VERB
aijmsr-1308	137	3	the	the	DET
aijmsr-1308	137	4	fact	fact	NOUN
aijmsr-1308	137	5	that	that	SCONJ
aijmsr-1308	137	6	the	the	DET
aijmsr-1308	137	7	vast	vast	ADJ
aijmsr-1308	137	8	majority	majority	NOUN
aijmsr-1308	137	9	of	of	ADP
aijmsr-1308	137	10	donors	donor	NOUN
aijmsr-1308	137	11	in	in	ADP
aijmsr-1308	137	12	our	our	PRON
aijmsr-1308	137	13	samples	sample	NOUN
aijmsr-1308	137	14	are	be	AUX
aijmsr-1308	137	15	young	young	ADJ
aijmsr-1308	137	16	,	,	PUNCT
aijmsr-1308	137	17	making	make	VERB
aijmsr-1308	137	18	them	they	PRON
aijmsr-1308	137	19	the	the	DET
aijmsr-1308	137	20	most	most	ADV
aijmsr-1308	137	21	probable	probable	ADJ
aijmsr-1308	137	22	donors	donor	NOUN
aijmsr-1308	137	23	.	.	PUNCT
aijmsr-1308	138	1	the	the	DET
aijmsr-1308	138	2	minimum	minimum	ADJ
aijmsr-1308	138	3	and	and	CCONJ
aijmsr-1308	138	4	maximum	maximum	ADJ
aijmsr-1308	138	5	donation	donation	NOUN
aijmsr-1308	138	6	amounts	amount	NOUN
aijmsr-1308	138	7	are	be	AUX
aijmsr-1308	138	8	0	0	NUM
aijmsr-1308	138	9	and	and	CCONJ
aijmsr-1308	138	10	50	50	NUM
aijmsr-1308	138	11	,	,	PUNCT
aijmsr-1308	138	12	respectively	respectively	ADV
aijmsr-1308	138	13	.	.	PUNCT
aijmsr-1308	139	1	6.79	6.79	NUM
aijmsr-1308	139	2	is	be	AUX
aijmsr-1308	139	3	the	the	DET
aijmsr-1308	139	4	average	average	ADJ
aijmsr-1308	139	5	number	number	NOUN
aijmsr-1308	139	6	of	of	ADP
aijmsr-1308	139	7	donations	donation	NOUN
aijmsr-1308	139	8	.	.	PUNCT
aijmsr-1308	140	1	this	this	PRON
aijmsr-1308	140	2	shows	show	VERB
aijmsr-1308	140	3	that	that	SCONJ
aijmsr-1308	140	4	the	the	DET
aijmsr-1308	140	5	majority	majority	NOUN
aijmsr-1308	140	6	of	of	ADP
aijmsr-1308	140	7	donors	donor	NOUN
aijmsr-1308	140	8	in	in	ADP
aijmsr-1308	140	9	our	our	PRON
aijmsr-1308	140	10	samples	sample	NOUN
aijmsr-1308	140	11	are	be	AUX
aijmsr-1308	140	12	repetitive	repetitive	ADJ
aijmsr-1308	140	13	,	,	PUNCT
aijmsr-1308	140	14	implying	imply	VERB
aijmsr-1308	140	15	that	that	SCONJ
aijmsr-1308	140	16	they	they	PRON
aijmsr-1308	140	17	are	be	AUX
aijmsr-1308	140	18	the	the	DET
aijmsr-1308	140	19	most	most	ADV
aijmsr-1308	140	20	probable	probable	ADJ
aijmsr-1308	140	21	donors	donor	NOUN
aijmsr-1308	140	22	.	.	PUNCT
aijmsr-1308	141	1	figure	figure	NOUN
aijmsr-1308	141	2	3	3	NUM
aijmsr-1308	141	3	shows	show	VERB
aijmsr-1308	141	4	the	the	DET
aijmsr-1308	141	5	donation	donation	NOUN
aijmsr-1308	141	6	intervals	interval	NOUN
aijmsr-1308	141	7	of	of	ADP
aijmsr-1308	141	8	blood	blood	NOUN
aijmsr-1308	141	9	donors	donor	NOUN
aijmsr-1308	141	10	.	.	PUNCT
aijmsr-1308	142	1	the	the	DET
aijmsr-1308	142	2	left	left	ADJ
aijmsr-1308	142	3	one	one	NOUN
aijmsr-1308	142	4	in	in	ADP
aijmsr-1308	142	5	figure	figure	NOUN
aijmsr-1308	142	6	3	3	NUM
aijmsr-1308	142	7	shows	show	VERB
aijmsr-1308	142	8	the	the	DET
aijmsr-1308	142	9	difference	difference	NOUN
aijmsr-1308	142	10	in	in	ADP
aijmsr-1308	142	11	years	year	NOUN
aijmsr-1308	142	12	between	between	ADP
aijmsr-1308	142	13	the	the	DET
aijmsr-1308	142	14	last	last	ADJ
aijmsr-1308	142	15	and	and	CCONJ
aijmsr-1308	142	16	first	first	ADJ
aijmsr-1308	142	17	donation	donation	NOUN
aijmsr-1308	142	18	,	,	PUNCT
aijmsr-1308	142	19	with	with	ADP
aijmsr-1308	142	20	the	the	DET
aijmsr-1308	142	21	x	x	ADJ
aijmsr-1308	142	22	-	-	ADJ
aijmsr-1308	142	23	axis	axis	NOUN
aijmsr-1308	142	24	scaled	scale	VERB
aijmsr-1308	142	25	to	to	ADP
aijmsr-1308	142	26	years	year	NOUN
aijmsr-1308	142	27	from	from	ADP
aijmsr-1308	142	28	days	day	NOUN
aijmsr-1308	142	29	.	.	PUNCT
aijmsr-1308	143	1	the	the	DET
aijmsr-1308	143	2	majority	majority	NOUN
aijmsr-1308	143	3	of	of	ADP
aijmsr-1308	143	4	donors	donor	NOUN
aijmsr-1308	143	5	,	,	PUNCT
aijmsr-1308	143	6	as	as	SCONJ
aijmsr-1308	143	7	seen	see	VERB
aijmsr-1308	143	8	on	on	ADP
aijmsr-1308	143	9	the	the	DET
aijmsr-1308	143	10	left	left	ADJ
aijmsr-1308	143	11	histogram	histogram	NOUN
aijmsr-1308	143	12	,	,	PUNCT
aijmsr-1308	143	13	are	be	AUX
aijmsr-1308	143	14	between	between	ADP
aijmsr-1308	143	15	the	the	DET
aijmsr-1308	143	16	ages	age	NOUN
aijmsr-1308	143	17	of	of	ADP
aijmsr-1308	143	18	0	0	NUM
aijmsr-1308	143	19	and	and	CCONJ
aijmsr-1308	143	20	5	5	NUM
aijmsr-1308	143	21	.	.	NOUN
aijmsr-1308	143	22	4.2	4.2	NUM
aijmsr-1308	143	23	years	year	NOUN
aijmsr-1308	143	24	is	be	AUX
aijmsr-1308	143	25	the	the	DET
aijmsr-1308	143	26	average	average	NOUN
aijmsr-1308	143	27	.	.	PUNCT
aijmsr-1308	144	1	this	this	PRON
aijmsr-1308	144	2	proves	prove	VERB
aijmsr-1308	144	3	that	that	SCONJ
aijmsr-1308	144	4	our	our	PRON
aijmsr-1308	144	5	dataset	dataset	NOUN
aijmsr-1308	144	6	has	have	AUX
aijmsr-1308	144	7	experienced	experience	VERB
aijmsr-1308	144	8	donors	donor	NOUN
aijmsr-1308	144	9	who	who	PRON
aijmsr-1308	144	10	have	have	AUX
aijmsr-1308	144	11	been	be	AUX
aijmsr-1308	144	12	donating	donate	VERB
aijmsr-1308	144	13	blood	blood	NOUN
aijmsr-1308	144	14	for	for	ADP
aijmsr-1308	144	15	an	an	DET
aijmsr-1308	144	16	average	average	NOUN
aijmsr-1308	144	17	of	of	ADP
aijmsr-1308	144	18	4.2	4.2	NUM
aijmsr-1308	144	19	years	year	NOUN
aijmsr-1308	144	20	.	.	PUNCT
aijmsr-1308	145	1	the	the	DET
aijmsr-1308	145	2	difference	difference	NOUN
aijmsr-1308	145	3	between	between	ADP
aijmsr-1308	145	4	the	the	DET
aijmsr-1308	145	5	current	current	ADJ
aijmsr-1308	145	6	date	date	NOUN
aijmsr-1308	145	7	and	and	CCONJ
aijmsr-1308	145	8	the	the	DET
aijmsr-1308	145	9	last	last	ADJ
aijmsr-1308	145	10	donation	donation	NOUN
aijmsr-1308	145	11	is	be	AUX
aijmsr-1308	145	12	shown	show	VERB
aijmsr-1308	145	13	in	in	ADP
aijmsr-1308	145	14	figure	figure	NOUN
aijmsr-1308	145	15	3	3	NUM
aijmsr-1308	145	16	's	's	PART
aijmsr-1308	145	17	right	right	ADJ
aijmsr-1308	145	18	histogram	histogram	NOUN
aijmsr-1308	145	19	.	.	PUNCT
aijmsr-1308	146	1	the	the	DET
aijmsr-1308	146	2	average	average	NOUN
aijmsr-1308	146	3	is	be	AUX
aijmsr-1308	146	4	1.2	1.2	NUM
aijmsr-1308	146	5	years	year	NOUN
aijmsr-1308	146	6	in	in	ADP
aijmsr-1308	146	7	this	this	DET
aijmsr-1308	146	8	scenario	scenario	NOUN
aijmsr-1308	146	9	.	.	PUNCT
aijmsr-1308	147	1	this	this	PRON
aijmsr-1308	147	2	indicates	indicate	VERB
aijmsr-1308	147	3	that	that	SCONJ
aijmsr-1308	147	4	the	the	DET
aijmsr-1308	147	5	vast	vast	ADJ
aijmsr-1308	147	6	majority	majority	NOUN
aijmsr-1308	147	7	of	of	ADP
aijmsr-1308	147	8	the	the	DET
aijmsr-1308	147	9	donors	donor	NOUN
aijmsr-1308	147	10	have	have	AUX
aijmsr-1308	147	11	given	give	VERB
aijmsr-1308	147	12	blood	blood	NOUN
aijmsr-1308	147	13	recently	recently	ADV
aijmsr-1308	147	14	,	,	PUNCT
aijmsr-1308	147	15	i.e.	i.e.	X
aijmsr-1308	147	16	they	they	PRON
aijmsr-1308	147	17	are	be	AUX
aijmsr-1308	147	18	the	the	DET
aijmsr-1308	147	19	most	most	ADV
aijmsr-1308	147	20	recent	recent	ADJ
aijmsr-1308	147	21	donors	donor	NOUN
aijmsr-1308	147	22	.	.	PUNCT
aijmsr-1308	148	1	figure	figure	VERB
aijmsr-1308	148	2	3	3	NUM
aijmsr-1308	148	3	.	.	PUNCT
aijmsr-1308	148	4	blood	blood	NOUN
aijmsr-1308	148	5	donors	donor	NOUN
aijmsr-1308	148	6	’	’	PART
aijmsr-1308	148	7	time	time	NOUN
aijmsr-1308	148	8	interval	interval	NOUN
aijmsr-1308	148	9	of	of	ADP
aijmsr-1308	148	10	donation	donation	NOUN
aijmsr-1308	148	11	:	:	PUNCT
aijmsr-1308	148	12	(	(	PUNCT
aijmsr-1308	148	13	a	a	X
aijmsr-1308	148	14	)	)	PUNCT
aijmsr-1308	148	15	the	the	DET
aijmsr-1308	148	16	time	time	NOUN
aijmsr-1308	148	17	interval	interval	NOUN
aijmsr-1308	148	18	between	between	ADP
aijmsr-1308	148	19	a	a	DET
aijmsr-1308	148	20	donor	donor	NOUN
aijmsr-1308	148	21	's	's	PART
aijmsr-1308	148	22	first	first	ADJ
aijmsr-1308	148	23	and	and	CCONJ
aijmsr-1308	148	24	last	last	ADJ
aijmsr-1308	148	25	blood	blood	NOUN
aijmsr-1308	148	26	donation	donation	NOUN
aijmsr-1308	148	27	(	(	PUNCT
aijmsr-1308	148	28	left	leave	VERB
aijmsr-1308	148	29	)	)	PUNCT
aijmsr-1308	148	30	.	.	PUNCT
aijmsr-1308	149	1	(	(	PUNCT
aijmsr-1308	149	2	b	b	X
aijmsr-1308	149	3	)	)	PUNCT
aijmsr-1308	149	4	the	the	DET
aijmsr-1308	149	5	time	time	NOUN
aijmsr-1308	149	6	interval	interval	NOUN
aijmsr-1308	149	7	between	between	ADP
aijmsr-1308	149	8	the	the	DET
aijmsr-1308	149	9	current	current	ADJ
aijmsr-1308	149	10	date	date	NOUN
aijmsr-1308	149	11	and	and	CCONJ
aijmsr-1308	149	12	the	the	DET
aijmsr-1308	149	13	donor	donor	NOUN
aijmsr-1308	149	14	's	's	PART
aijmsr-1308	149	15	last	last	ADJ
aijmsr-1308	149	16	blood	blood	NOUN
aijmsr-1308	149	17	donation	donation	NOUN
aijmsr-1308	149	18	(	(	PUNCT
aijmsr-1308	149	19	right	right	NOUN
aijmsr-1308	149	20	)	)	PUNCT
aijmsr-1308	149	21	.	.	PUNCT
aijmsr-1308	150	1	https://www.cribfb.com/journal/index.php/aijmsr	https://www.cribfb.com/journal/index.php/aijmsr	PROPN
aijmsr-1308	150	2	american	american	PROPN
aijmsr-1308	150	3	international	international	PROPN
aijmsr-1308	150	4	journal	journal	PROPN
aijmsr-1308	150	5	of	of	ADP
aijmsr-1308	150	6	multidisciplinary	multidisciplinary	ADJ
aijmsr-1308	150	7	scientific	scientific	ADJ
aijmsr-1308	150	8	research	research	NOUN
aijmsr-1308	150	9	vol	vol	NOUN
aijmsr-1308	150	10	.	.	PUNCT
aijmsr-1308	151	1	10	10	NUM
aijmsr-1308	151	2	,	,	PUNCT
aijmsr-1308	151	3	no	no	INTJ
aijmsr-1308	151	4	.	.	NOUN
aijmsr-1308	151	5	1	1	NUM
aijmsr-1308	151	6	;	;	PUNCT
aijmsr-1308	151	7	2021	2021	NUM
aijmsr-1308	151	8	7	7	NUM
aijmsr-1308	151	9	cluster	cluster	NOUN
aijmsr-1308	151	10	analysis	analysis	NOUN
aijmsr-1308	151	11	:	:	PUNCT
aijmsr-1308	151	12	as	as	SCONJ
aijmsr-1308	151	13	previously	previously	ADV
aijmsr-1308	151	14	stated	state	VERB
aijmsr-1308	151	15	,	,	PUNCT
aijmsr-1308	151	16	we	we	PRON
aijmsr-1308	151	17	employed	employ	VERB
aijmsr-1308	151	18	a	a	DET
aijmsr-1308	151	19	two	two	NUM
aijmsr-1308	151	20	-	-	PUNCT
aijmsr-1308	151	21	step	step	NOUN
aijmsr-1308	151	22	clustering	cluster	VERB
aijmsr-1308	151	23	algorithm	algorithm	NOUN
aijmsr-1308	151	24	to	to	PART
aijmsr-1308	151	25	group	group	VERB
aijmsr-1308	151	26	the	the	DET
aijmsr-1308	151	27	samples	sample	NOUN
aijmsr-1308	151	28	in	in	ADP
aijmsr-1308	151	29	order	order	NOUN
aijmsr-1308	151	30	to	to	PART
aijmsr-1308	151	31	get	get	VERB
aijmsr-1308	151	32	diverse	diverse	ADJ
aijmsr-1308	151	33	behaviour	behaviour	NOUN
aijmsr-1308	151	34	donors	donor	NOUN
aijmsr-1308	151	35	based	base	VERB
aijmsr-1308	151	36	on	on	ADP
aijmsr-1308	151	37	the	the	DET
aijmsr-1308	151	38	three	three	NUM
aijmsr-1308	151	39	independent	independent	ADJ
aijmsr-1308	151	40	variables	variable	NOUN
aijmsr-1308	151	41	:	:	PUNCT
aijmsr-1308	151	42	donor	donor	NOUN
aijmsr-1308	151	43	’s	’s	PART
aijmsr-1308	151	44	age	age	NOUN
aijmsr-1308	151	45	,	,	PUNCT
aijmsr-1308	151	46	gender	gender	NOUN
aijmsr-1308	151	47	,	,	PUNCT
aijmsr-1308	151	48	and	and	CCONJ
aijmsr-1308	151	49	number	number	NOUN
aijmsr-1308	151	50	of	of	ADP
aijmsr-1308	151	51	donations	donation	NOUN
aijmsr-1308	151	52	.	.	PUNCT
aijmsr-1308	152	1	the	the	DET
aijmsr-1308	152	2	results	result	NOUN
aijmsr-1308	152	3	of	of	ADP
aijmsr-1308	152	4	the	the	DET
aijmsr-1308	152	5	clustering	cluster	VERB
aijmsr-1308	152	6	algorithm	algorithm	NOUN
aijmsr-1308	152	7	reveal	reveal	VERB
aijmsr-1308	152	8	that	that	SCONJ
aijmsr-1308	152	9	the	the	DET
aijmsr-1308	152	10	study	study	NOUN
aijmsr-1308	152	11	dataset	dataset	NOUN
aijmsr-1308	152	12	is	be	AUX
aijmsr-1308	152	13	segmented	segment	VERB
aijmsr-1308	152	14	into	into	ADP
aijmsr-1308	152	15	three	three	NUM
aijmsr-1308	152	16	clusters	cluster	NOUN
aijmsr-1308	152	17	:	:	PUNCT
aijmsr-1308	152	18			X
aijmsr-1308	152	19	cluster	cluster	NOUN
aijmsr-1308	152	20	1	1	NUM
aijmsr-1308	152	21	has	have	VERB
aijmsr-1308	152	22	30	30	NUM
aijmsr-1308	152	23	samples	sample	NOUN
aijmsr-1308	152	24	of	of	ADP
aijmsr-1308	152	25	blood	blood	NOUN
aijmsr-1308	152	26	donors	donor	NOUN
aijmsr-1308	152	27	with	with	ADP
aijmsr-1308	152	28	an	an	DET
aijmsr-1308	152	29	average	average	ADJ
aijmsr-1308	152	30	age	age	NOUN
aijmsr-1308	152	31	of	of	ADP
aijmsr-1308	152	32	38.33	38.33	NUM
aijmsr-1308	152	33	years	year	NOUN
aijmsr-1308	152	34	,	,	PUNCT
aijmsr-1308	152	35	an	an	DET
aijmsr-1308	152	36	average	average	ADJ
aijmsr-1308	152	37	blood	blood	NOUN
aijmsr-1308	152	38	donation	donation	NOUN
aijmsr-1308	152	39	of	of	ADP
aijmsr-1308	152	40	13.87	13.87	NUM
aijmsr-1308	152	41	,	,	PUNCT
aijmsr-1308	152	42	and	and	CCONJ
aijmsr-1308	152	43	all	all	PRON
aijmsr-1308	152	44	of	of	ADP
aijmsr-1308	152	45	them	they	PRON
aijmsr-1308	152	46	are	be	AUX
aijmsr-1308	152	47	men	man	NOUN
aijmsr-1308	152	48	.	.	PUNCT
aijmsr-1308	153	1	this	this	PRON
aijmsr-1308	153	2	suggests	suggest	VERB
aijmsr-1308	153	3	that	that	SCONJ
aijmsr-1308	153	4	donors	donor	NOUN
aijmsr-1308	153	5	in	in	ADP
aijmsr-1308	153	6	cluster	cluster	NOUN
aijmsr-1308	153	7	1	1	NUM
aijmsr-1308	153	8	have	have	VERB
aijmsr-1308	153	9	the	the	DET
aijmsr-1308	153	10	most	most	ADJ
aijmsr-1308	153	11	experience	experience	NOUN
aijmsr-1308	153	12	and	and	CCONJ
aijmsr-1308	153	13	are	be	AUX
aijmsr-1308	153	14	the	the	DET
aijmsr-1308	153	15	most	most	ADV
aijmsr-1308	153	16	repeated	repeat	VERB
aijmsr-1308	153	17	.	.	PUNCT
aijmsr-1308	154	1			PROPN
aijmsr-1308	154	2	cluster	cluster	NOUN
aijmsr-1308	154	3	2	2	NUM
aijmsr-1308	154	4	has	have	VERB
aijmsr-1308	154	5	64	64	NUM
aijmsr-1308	154	6	samples	sample	NOUN
aijmsr-1308	154	7	of	of	ADP
aijmsr-1308	154	8	blood	blood	NOUN
aijmsr-1308	154	9	donors	donor	NOUN
aijmsr-1308	154	10	with	with	ADP
aijmsr-1308	154	11	an	an	DET
aijmsr-1308	154	12	average	average	ADJ
aijmsr-1308	154	13	age	age	NOUN
aijmsr-1308	154	14	of	of	ADP
aijmsr-1308	154	15	25.25	25.25	NUM
aijmsr-1308	154	16	years	year	NOUN
aijmsr-1308	154	17	,	,	PUNCT
aijmsr-1308	154	18	an	an	DET
aijmsr-1308	154	19	average	average	ADJ
aijmsr-1308	154	20	blood	blood	NOUN
aijmsr-1308	154	21	donation	donation	NOUN
aijmsr-1308	154	22	of	of	ADP
aijmsr-1308	154	23	3.91	3.91	NUM
aijmsr-1308	154	24	,	,	PUNCT
aijmsr-1308	154	25	and	and	CCONJ
aijmsr-1308	154	26	all	all	PRON
aijmsr-1308	154	27	of	of	ADP
aijmsr-1308	154	28	them	they	PRON
aijmsr-1308	154	29	are	be	AUX
aijmsr-1308	154	30	men	man	NOUN
aijmsr-1308	154	31	.	.	PUNCT
aijmsr-1308	155	1	this	this	PRON
aijmsr-1308	155	2	investigates	investigate	VERB
aijmsr-1308	155	3	the	the	DET
aijmsr-1308	155	4	fact	fact	NOUN
aijmsr-1308	155	5	that	that	SCONJ
aijmsr-1308	155	6	donors	donor	NOUN
aijmsr-1308	155	7	in	in	ADP
aijmsr-1308	155	8	cluster	cluster	NOUN
aijmsr-1308	155	9	2	2	NUM
aijmsr-1308	155	10	have	have	AUX
aijmsr-1308	155	11	less	less	ADJ
aijmsr-1308	155	12	experience	experience	NOUN
aijmsr-1308	155	13	and	and	CCONJ
aijmsr-1308	155	14	are	be	AUX
aijmsr-1308	155	15	less	less	ADV
aijmsr-1308	155	16	repeated	repeat	VERB
aijmsr-1308	155	17	than	than	ADP
aijmsr-1308	155	18	cluster	cluster	NOUN
aijmsr-1308	155	19	1	1	NUM
aijmsr-1308	155	20	.	.	PUNCT
aijmsr-1308	155	21			PROPN
aijmsr-1308	156	1	cluster	cluster	NOUN
aijmsr-1308	156	2	3	3	NUM
aijmsr-1308	156	3	contains	contain	VERB
aijmsr-1308	156	4	six	six	NUM
aijmsr-1308	156	5	blood	blood	NOUN
aijmsr-1308	156	6	donors	donor	NOUN
aijmsr-1308	156	7	,	,	PUNCT
aijmsr-1308	156	8	all	all	PRON
aijmsr-1308	156	9	of	of	ADP
aijmsr-1308	156	10	them	they	PRON
aijmsr-1308	156	11	are	be	AUX
aijmsr-1308	156	12	women	woman	NOUN
aijmsr-1308	156	13	and	and	CCONJ
aijmsr-1308	156	14	have	have	VERB
aijmsr-1308	156	15	an	an	DET
aijmsr-1308	156	16	average	average	ADJ
aijmsr-1308	156	17	age	age	NOUN
aijmsr-1308	156	18	of	of	ADP
aijmsr-1308	156	19	26	26	NUM
aijmsr-1308	156	20	years	year	NOUN
aijmsr-1308	156	21	and	and	CCONJ
aijmsr-1308	156	22	a	a	DET
aijmsr-1308	156	23	blood	blood	NOUN
aijmsr-1308	156	24	donation	donation	NOUN
aijmsr-1308	156	25	of	of	ADP
aijmsr-1308	156	26	2.17	2.17	NUM
aijmsr-1308	156	27	.	.	PUNCT
aijmsr-1308	157	1	the	the	DET
aijmsr-1308	157	2	fact	fact	NOUN
aijmsr-1308	157	3	that	that	SCONJ
aijmsr-1308	157	4	donors	donor	NOUN
aijmsr-1308	157	5	in	in	ADP
aijmsr-1308	157	6	cluster	cluster	NOUN
aijmsr-1308	157	7	3	3	NUM
aijmsr-1308	157	8	have	have	AUX
aijmsr-1308	157	9	the	the	DET
aijmsr-1308	157	10	least	least	ADJ
aijmsr-1308	157	11	experience	experience	NOUN
aijmsr-1308	157	12	and	and	CCONJ
aijmsr-1308	157	13	are	be	AUX
aijmsr-1308	157	14	the	the	DET
aijmsr-1308	157	15	least	least	ADV
aijmsr-1308	157	16	repeated	repeat	VERB
aijmsr-1308	157	17	than	than	ADP
aijmsr-1308	157	18	clusters	cluster	NOUN
aijmsr-1308	157	19	1	1	NUM
aijmsr-1308	157	20	and	and	CCONJ
aijmsr-1308	157	21	2	2	NUM
aijmsr-1308	157	22	is	be	AUX
aijmsr-1308	157	23	investigated	investigate	VERB
aijmsr-1308	157	24	.	.	PUNCT
aijmsr-1308	158	1	after	after	ADP
aijmsr-1308	158	2	analyzing	analyze	VERB
aijmsr-1308	158	3	three	three	NUM
aijmsr-1308	158	4	clusters	cluster	NOUN
aijmsr-1308	158	5	,	,	PUNCT
aijmsr-1308	158	6	it	it	PRON
aijmsr-1308	158	7	becomes	become	VERB
aijmsr-1308	158	8	evident	evident	ADJ
aijmsr-1308	158	9	that	that	SCONJ
aijmsr-1308	158	10	men	man	NOUN
aijmsr-1308	158	11	donate	donate	VERB
aijmsr-1308	158	12	significantly	significantly	ADV
aijmsr-1308	158	13	more	more	ADJ
aijmsr-1308	158	14	blood	blood	NOUN
aijmsr-1308	158	15	than	than	ADP
aijmsr-1308	158	16	women	woman	NOUN
aijmsr-1308	158	17	.	.	PUNCT
aijmsr-1308	159	1	hence	hence	ADV
aijmsr-1308	159	2	,	,	PUNCT
aijmsr-1308	159	3	men	man	NOUN
aijmsr-1308	159	4	are	be	AUX
aijmsr-1308	159	5	most	most	ADV
aijmsr-1308	159	6	probable	probable	ADJ
aijmsr-1308	159	7	to	to	ADP
aijmsr-1308	159	8	blood	blood	NOUN
aijmsr-1308	159	9	donation	donation	NOUN
aijmsr-1308	159	10	.	.	PUNCT
aijmsr-1308	160	1	figure	figure	VERB
aijmsr-1308	160	2	4	4	NUM
aijmsr-1308	160	3	depicts	depict	NOUN
aijmsr-1308	160	4	cluster	cluster	NOUN
aijmsr-1308	160	5	results	result	NOUN
aijmsr-1308	160	6	,	,	PUNCT
aijmsr-1308	160	7	with	with	ADP
aijmsr-1308	160	8	clusters	cluster	NOUN
aijmsr-1308	160	9	1	1	NUM
aijmsr-1308	160	10	,	,	PUNCT
aijmsr-1308	160	11	2	2	NUM
aijmsr-1308	160	12	,	,	PUNCT
aijmsr-1308	160	13	and	and	CCONJ
aijmsr-1308	160	14	3	3	NUM
aijmsr-1308	160	15	labeled	label	VERB
aijmsr-1308	160	16	as	as	ADP
aijmsr-1308	160	17	most	most	ADV
aijmsr-1308	160	18	experienced	experienced	ADJ
aijmsr-1308	160	19	and	and	CCONJ
aijmsr-1308	160	20	most	most	ADV
aijmsr-1308	160	21	repeated	repeat	VERB
aijmsr-1308	160	22	,	,	PUNCT
aijmsr-1308	160	23	less	less	ADV
aijmsr-1308	160	24	experienced	experienced	ADJ
aijmsr-1308	160	25	and	and	CCONJ
aijmsr-1308	160	26	less	less	ADV
aijmsr-1308	160	27	repeated	repeat	VERB
aijmsr-1308	160	28	,	,	PUNCT
aijmsr-1308	160	29	and	and	CCONJ
aijmsr-1308	160	30	least	least	ADV
aijmsr-1308	160	31	experienced	experience	VERB
aijmsr-1308	160	32	and	and	CCONJ
aijmsr-1308	160	33	least	least	ADJ
aijmsr-1308	160	34	repeated	repeat	VERB
aijmsr-1308	160	35	donors	donor	NOUN
aijmsr-1308	160	36	,	,	PUNCT
aijmsr-1308	160	37	respectively	respectively	ADV
aijmsr-1308	160	38	.	.	PUNCT
aijmsr-1308	161	1	figure	figure	NOUN
aijmsr-1308	161	2	4	4	NUM
aijmsr-1308	161	3	.	.	PUNCT
aijmsr-1308	162	1	cluster	cluster	NOUN
aijmsr-1308	162	2	analysis	analysis	NOUN
aijmsr-1308	162	3	of	of	ADP
aijmsr-1308	162	4	blood	blood	NOUN
aijmsr-1308	162	5	donors	donor	NOUN
aijmsr-1308	162	6	findings	finding	NOUN
aijmsr-1308	162	7	of	of	ADP
aijmsr-1308	162	8	the	the	DET
aijmsr-1308	162	9	predictive	predictive	ADJ
aijmsr-1308	162	10	model	model	NOUN
aijmsr-1308	162	11	after	after	ADP
aijmsr-1308	162	12	evaluating	evaluate	VERB
aijmsr-1308	162	13	the	the	DET
aijmsr-1308	162	14	descriptive	descriptive	ADJ
aijmsr-1308	162	15	model	model	NOUN
aijmsr-1308	162	16	's	's	PART
aijmsr-1308	162	17	findings	finding	NOUN
aijmsr-1308	163	1	,	,	PUNCT
aijmsr-1308	163	2	we	we	PRON
aijmsr-1308	163	3	classified	classify	VERB
aijmsr-1308	163	4	the	the	DET
aijmsr-1308	163	5	samples	sample	NOUN
aijmsr-1308	163	6	into	into	ADP
aijmsr-1308	163	7	donors	donor	NOUN
aijmsr-1308	163	8	with	with	ADP
aijmsr-1308	163	9	the	the	DET
aijmsr-1308	163	10	highest	high	ADJ
aijmsr-1308	163	11	probability	probability	NOUN
aijmsr-1308	163	12	of	of	ADP
aijmsr-1308	163	13	blood	blood	NOUN
aijmsr-1308	163	14	donation	donation	NOUN
aijmsr-1308	163	15	and	and	CCONJ
aijmsr-1308	163	16	donors	donor	NOUN
aijmsr-1308	163	17	with	with	ADP
aijmsr-1308	163	18	no	no	DET
aijmsr-1308	163	19	possibility	possibility	NOUN
aijmsr-1308	163	20	of	of	ADP
aijmsr-1308	163	21	blood	blood	NOUN
aijmsr-1308	163	22	donation	donation	NOUN
aijmsr-1308	163	23	using	use	VERB
aijmsr-1308	163	24	the	the	DET
aijmsr-1308	163	25	following	follow	VERB
aijmsr-1308	163	26	rules	rule	NOUN
aijmsr-1308	163	27	:	:	PUNCT
aijmsr-1308	163	28			X
aijmsr-1308	163	29	if	if	SCONJ
aijmsr-1308	163	30	the	the	DET
aijmsr-1308	163	31	number	number	NOUN
aijmsr-1308	163	32	of	of	ADP
aijmsr-1308	163	33	donations	donation	NOUN
aijmsr-1308	163	34	of	of	ADP
aijmsr-1308	163	35	any	any	DET
aijmsr-1308	163	36	donor	donor	NOUN
aijmsr-1308	163	37	is	be	AUX
aijmsr-1308	163	38	less	less	ADJ
aijmsr-1308	163	39	than	than	ADP
aijmsr-1308	163	40	two	two	NUM
aijmsr-1308	163	41	then	then	ADV
aijmsr-1308	163	42	he	he	PRON
aijmsr-1308	163	43	or	or	CCONJ
aijmsr-1308	163	44	she	she	PRON
aijmsr-1308	163	45	was	be	AUX
aijmsr-1308	163	46	not	not	PART
aijmsr-1308	163	47	recognized	recognize	VERB
aijmsr-1308	163	48	as	as	ADP
aijmsr-1308	163	49	a	a	DET
aijmsr-1308	163	50	possible	possible	ADJ
aijmsr-1308	163	51	blood	blood	NOUN
aijmsr-1308	163	52	donor	donor	NOUN
aijmsr-1308	163	53	.	.	PUNCT
aijmsr-1308	164	1			X
aijmsr-1308	165	1	if	if	SCONJ
aijmsr-1308	165	2	the	the	DET
aijmsr-1308	165	3	value	value	NOUN
aijmsr-1308	165	4	of	of	ADP
aijmsr-1308	165	5	the	the	DET
aijmsr-1308	165	6	variable	variable	ADJ
aijmsr-1308	165	7	'	'	NUM
aijmsr-1308	165	8	days	day	NOUN
aijmsr-1308	165	9	since	since	SCONJ
aijmsr-1308	165	10	last	last	ADJ
aijmsr-1308	165	11	donation	donation	NOUN
aijmsr-1308	165	12	'	'	PUNCT
aijmsr-1308	165	13	is	be	AUX
aijmsr-1308	165	14	fewer	few	ADJ
aijmsr-1308	165	15	than	than	ADP
aijmsr-1308	165	16	56	56	NUM
aijmsr-1308	165	17	days	day	NOUN
aijmsr-1308	165	18	,	,	PUNCT
aijmsr-1308	165	19	he	he	PRON
aijmsr-1308	165	20	or	or	CCONJ
aijmsr-1308	165	21	she	she	PRON
aijmsr-1308	165	22	was	be	AUX
aijmsr-1308	165	23	not	not	PART
aijmsr-1308	165	24	identified	identify	VERB
aijmsr-1308	165	25	as	as	ADP
aijmsr-1308	165	26	a	a	DET
aijmsr-1308	165	27	possible	possible	ADJ
aijmsr-1308	165	28	blood	blood	NOUN
aijmsr-1308	165	29	donor	donor	NOUN
aijmsr-1308	165	30	.	.	PUNCT
aijmsr-1308	166	1	since	since	SCONJ
aijmsr-1308	166	2	a	a	DET
aijmsr-1308	166	3	donor	donor	NOUN
aijmsr-1308	166	4	has	have	VERB
aijmsr-1308	166	5	to	to	PART
aijmsr-1308	166	6	wait	wait	VERB
aijmsr-1308	166	7	at	at	ADP
aijmsr-1308	166	8	least	least	ADV
aijmsr-1308	166	9	56	56	NUM
aijmsr-1308	166	10	days	day	NOUN
aijmsr-1308	166	11	for	for	ADP
aijmsr-1308	166	12	donations	donation	NOUN
aijmsr-1308	166	13	of	of	ADP
aijmsr-1308	166	14	whole	whole	ADJ
aijmsr-1308	166	15	blood	blood	NOUN
aijmsr-1308	166	16	(	(	PUNCT
aijmsr-1308	166	17	“	"	PUNCT
aijmsr-1308	166	18	eligibility	eligibility	NOUN
aijmsr-1308	166	19	requirements	requirement	NOUN
aijmsr-1308	166	20	,	,	PUNCT
aijmsr-1308	166	21	”	"	PUNCT
aijmsr-1308	166	22	n.d	n.d	PROPN
aijmsr-1308	166	23	.	.	PROPN
aijmsr-1308	166	24	)	)	PUNCT
aijmsr-1308	166	25	.	.	PUNCT
aijmsr-1308	167	1	https://www.cribfb.com/journal/index.php/aijmsr	https://www.cribfb.com/journal/index.php/aijmsr	PROPN
aijmsr-1308	167	2	american	american	PROPN
aijmsr-1308	167	3	international	international	PROPN
aijmsr-1308	167	4	journal	journal	PROPN
aijmsr-1308	167	5	of	of	ADP
aijmsr-1308	167	6	multidisciplinary	multidisciplinary	ADJ
aijmsr-1308	167	7	scientific	scientific	ADJ
aijmsr-1308	167	8	research	research	NOUN
aijmsr-1308	167	9	vol	vol	NOUN
aijmsr-1308	167	10	.	.	PUNCT
aijmsr-1308	168	1	10	10	NUM
aijmsr-1308	168	2	,	,	PUNCT
aijmsr-1308	168	3	no	no	INTJ
aijmsr-1308	168	4	.	.	NOUN
aijmsr-1308	168	5	1	1	NUM
aijmsr-1308	168	6	;	;	PUNCT
aijmsr-1308	168	7	2021	2021	NUM
aijmsr-1308	168	8	8	8	NUM
aijmsr-1308	168	9			NOUN
aijmsr-1308	168	10	if	if	SCONJ
aijmsr-1308	168	11	a	a	DET
aijmsr-1308	168	12	donor	donor	NOUN
aijmsr-1308	168	13	's	's	PART
aijmsr-1308	168	14	time	time	NOUN
aijmsr-1308	168	15	since	since	SCONJ
aijmsr-1308	168	16	their	their	PRON
aijmsr-1308	168	17	last	last	ADJ
aijmsr-1308	168	18	donation	donation	NOUN
aijmsr-1308	168	19	exceeds	exceed	VERB
aijmsr-1308	168	20	five	five	NUM
aijmsr-1308	168	21	years	year	NOUN
aijmsr-1308	168	22	,	,	PUNCT
aijmsr-1308	168	23	he	he	PRON
aijmsr-1308	168	24	or	or	CCONJ
aijmsr-1308	168	25	she	she	PRON
aijmsr-1308	168	26	was	be	AUX
aijmsr-1308	168	27	not	not	PART
aijmsr-1308	168	28	identified	identify	VERB
aijmsr-1308	168	29	as	as	ADP
aijmsr-1308	168	30	a	a	DET
aijmsr-1308	168	31	possible	possible	ADJ
aijmsr-1308	168	32	blood	blood	NOUN
aijmsr-1308	168	33	donor	donor	NOUN
aijmsr-1308	168	34	.	.	PUNCT
aijmsr-1308	169	1	table	table	NOUN
aijmsr-1308	169	2	2	2	NUM
aijmsr-1308	169	3	.	.	PUNCT
aijmsr-1308	169	4	evaluation	evaluation	NOUN
aijmsr-1308	169	5	results	result	NOUN
aijmsr-1308	169	6	of	of	ADP
aijmsr-1308	169	7	predictive	predictive	ADJ
aijmsr-1308	169	8	models	model	NOUN
aijmsr-1308	169	9	apart	apart	ADV
aijmsr-1308	169	10	from	from	ADP
aijmsr-1308	169	11	these	these	DET
aijmsr-1308	169	12	three	three	NUM
aijmsr-1308	169	13	criteria	criterion	NOUN
aijmsr-1308	169	14	,	,	PUNCT
aijmsr-1308	169	15	the	the	DET
aijmsr-1308	169	16	remainder	remainder	NOUN
aijmsr-1308	169	17	were	be	AUX
aijmsr-1308	169	18	chosen	choose	VERB
aijmsr-1308	169	19	as	as	ADP
aijmsr-1308	169	20	the	the	DET
aijmsr-1308	169	21	most	most	ADV
aijmsr-1308	169	22	probable	probable	ADJ
aijmsr-1308	169	23	blood	blood	NOUN
aijmsr-1308	169	24	donors	donor	NOUN
aijmsr-1308	169	25	.	.	PUNCT
aijmsr-1308	170	1	according	accord	VERB
aijmsr-1308	170	2	to	to	ADP
aijmsr-1308	170	3	these	these	DET
aijmsr-1308	170	4	rules	rule	NOUN
aijmsr-1308	170	5	,	,	PUNCT
aijmsr-1308	170	6	we	we	PRON
aijmsr-1308	170	7	found	find	VERB
aijmsr-1308	170	8	that	that	SCONJ
aijmsr-1308	170	9	out	out	ADP
aijmsr-1308	170	10	of	of	ADP
aijmsr-1308	170	11	100	100	NUM
aijmsr-1308	170	12	samples	sample	NOUN
aijmsr-1308	170	13	there	there	PRON
aijmsr-1308	170	14	were	be	VERB
aijmsr-1308	170	15	73	73	NUM
aijmsr-1308	170	16	individuals	individual	NOUN
aijmsr-1308	170	17	that	that	PRON
aijmsr-1308	170	18	were	be	AUX
aijmsr-1308	170	19	most	most	ADV
aijmsr-1308	170	20	likely	likely	ADJ
aijmsr-1308	170	21	to	to	PART
aijmsr-1308	170	22	donate	donate	VERB
aijmsr-1308	170	23	blood	blood	NOUN
aijmsr-1308	170	24	and	and	CCONJ
aijmsr-1308	170	25	that	that	SCONJ
aijmsr-1308	170	26	there	there	PRON
aijmsr-1308	170	27	were	be	VERB
aijmsr-1308	170	28	27	27	NUM
aijmsr-1308	170	29	who	who	PRON
aijmsr-1308	170	30	were	be	AUX
aijmsr-1308	170	31	unlikely	unlikely	ADJ
aijmsr-1308	170	32	.	.	PUNCT
aijmsr-1308	171	1	these	these	DET
aijmsr-1308	171	2	samples	sample	NOUN
aijmsr-1308	171	3	were	be	AUX
aijmsr-1308	171	4	then	then	ADV
aijmsr-1308	171	5	distributed	distribute	VERB
aijmsr-1308	171	6	as	as	ADP
aijmsr-1308	171	7	80	80	NUM
aijmsr-1308	171	8	%	%	NOUN
aijmsr-1308	171	9	train	train	NOUN
aijmsr-1308	171	10	set	set	NOUN
aijmsr-1308	171	11	and	and	CCONJ
aijmsr-1308	171	12	20	20	NUM
aijmsr-1308	171	13	%	%	NOUN
aijmsr-1308	171	14	test	test	NOUN
aijmsr-1308	171	15	set	set	NOUN
aijmsr-1308	171	16	.	.	PUNCT
aijmsr-1308	172	1	with	with	ADP
aijmsr-1308	172	2	this	this	DET
aijmsr-1308	172	3	train	train	NOUN
aijmsr-1308	172	4	data	datum	NOUN
aijmsr-1308	172	5	,	,	PUNCT
aijmsr-1308	172	6	three	three	NUM
aijmsr-1308	172	7	models	model	NOUN
aijmsr-1308	172	8	were	be	AUX
aijmsr-1308	172	9	trained	train	VERB
aijmsr-1308	172	10	with	with	ADP
aijmsr-1308	172	11	three	three	NUM
aijmsr-1308	172	12	data	datum	NOUN
aijmsr-1308	172	13	mining	mining	NOUN
aijmsr-1308	172	14	algorithms	algorithm	NOUN
aijmsr-1308	172	15	to	to	PART
aijmsr-1308	172	16	categorize	categorize	VERB
aijmsr-1308	172	17	the	the	DET
aijmsr-1308	172	18	donor	donor	NOUN
aijmsr-1308	172	19	by	by	ADP
aijmsr-1308	172	20	looking	look	VERB
aijmsr-1308	172	21	at	at	ADP
aijmsr-1308	172	22	its	its	PRON
aijmsr-1308	172	23	characteristics	characteristic	NOUN
aijmsr-1308	172	24	.	.	PUNCT
aijmsr-1308	173	1	after	after	ADP
aijmsr-1308	173	2	training	training	NOUN
aijmsr-1308	173	3	,	,	PUNCT
aijmsr-1308	173	4	the	the	DET
aijmsr-1308	173	5	performance	performance	NOUN
aijmsr-1308	173	6	of	of	ADP
aijmsr-1308	173	7	the	the	DET
aijmsr-1308	173	8	models	model	NOUN
aijmsr-1308	173	9	is	be	AUX
aijmsr-1308	173	10	checked	check	VERB
aijmsr-1308	173	11	with	with	ADP
aijmsr-1308	173	12	20	20	NUM
aijmsr-1308	173	13	%	%	NOUN
aijmsr-1308	173	14	unseen	unseen	ADJ
aijmsr-1308	173	15	data	datum	NOUN
aijmsr-1308	173	16	or	or	CCONJ
aijmsr-1308	173	17	test	test	NOUN
aijmsr-1308	173	18	data	datum	NOUN
aijmsr-1308	173	19	.	.	PUNCT
aijmsr-1308	174	1	it	it	PRON
aijmsr-1308	174	2	was	be	AUX
aijmsr-1308	174	3	checked	check	VERB
aijmsr-1308	174	4	whether	whether	SCONJ
aijmsr-1308	174	5	the	the	DET
aijmsr-1308	174	6	models	model	NOUN
aijmsr-1308	174	7	will	will	AUX
aijmsr-1308	174	8	be	be	AUX
aijmsr-1308	174	9	able	able	ADJ
aijmsr-1308	174	10	to	to	PART
aijmsr-1308	174	11	accurately	accurately	ADV
aijmsr-1308	174	12	classify	classify	VERB
aijmsr-1308	174	13	new	new	ADJ
aijmsr-1308	174	14	blood	blood	NOUN
aijmsr-1308	174	15	donors	donor	NOUN
aijmsr-1308	174	16	into	into	ADP
aijmsr-1308	174	17	the	the	DET
aijmsr-1308	174	18	most	most	ADV
aijmsr-1308	174	19	likely	likely	ADJ
aijmsr-1308	174	20	or	or	CCONJ
aijmsr-1308	174	21	unlikely	unlikely	ADJ
aijmsr-1308	174	22	donors	donor	NOUN
aijmsr-1308	174	23	.	.	PUNCT
aijmsr-1308	175	1	table	table	NOUN
aijmsr-1308	175	2	2	2	NUM
aijmsr-1308	175	3	shows	show	VERB
aijmsr-1308	175	4	the	the	DET
aijmsr-1308	175	5	results	result	NOUN
aijmsr-1308	175	6	.	.	PUNCT
aijmsr-1308	176	1	the	the	DET
aijmsr-1308	176	2	prediction	prediction	NOUN
aijmsr-1308	176	3	performance	performance	NOUN
aijmsr-1308	176	4	of	of	ADP
aijmsr-1308	176	5	the	the	DET
aijmsr-1308	176	6	models	model	NOUN
aijmsr-1308	176	7	was	be	AUX
aijmsr-1308	176	8	examined	examine	VERB
aijmsr-1308	176	9	through	through	ADP
aijmsr-1308	176	10	precision	precision	NOUN
aijmsr-1308	176	11	,	,	PUNCT
aijmsr-1308	176	12	recall	recall	NOUN
aijmsr-1308	176	13	,	,	PUNCT
aijmsr-1308	176	14	f1	f1	NOUN
aijmsr-1308	176	15	score	score	NOUN
aijmsr-1308	176	16	,	,	PUNCT
aijmsr-1308	176	17	accuracy	accuracy	NOUN
aijmsr-1308	176	18	,	,	PUNCT
aijmsr-1308	176	19	and	and	CCONJ
aijmsr-1308	176	20	matthews	matthews	PROPN
aijmsr-1308	176	21	correlation	correlation	NOUN
aijmsr-1308	176	22	coefficient	coefficient	NOUN
aijmsr-1308	176	23	(	(	PUNCT
aijmsr-1308	176	24	mcc	mcc	NOUN
aijmsr-1308	176	25	)	)	PUNCT
aijmsr-1308	176	26	metrics	metric	NOUN
aijmsr-1308	176	27	.	.	PUNCT
aijmsr-1308	177	1	in	in	ADP
aijmsr-1308	177	2	table	table	NOUN
aijmsr-1308	177	3	2	2	NUM
aijmsr-1308	177	4	we	we	PRON
aijmsr-1308	177	5	can	can	AUX
aijmsr-1308	177	6	see	see	VERB
aijmsr-1308	177	7	that	that	SCONJ
aijmsr-1308	177	8	the	the	DET
aijmsr-1308	177	9	random	random	ADJ
aijmsr-1308	177	10	forest	forest	NOUN
aijmsr-1308	177	11	model	model	NOUN
aijmsr-1308	177	12	gives	give	VERB
aijmsr-1308	177	13	us	we	PRON
aijmsr-1308	177	14	100	100	NUM
aijmsr-1308	177	15	%	%	NOUN
aijmsr-1308	177	16	accurate	accurate	ADJ
aijmsr-1308	177	17	results	result	NOUN
aijmsr-1308	177	18	,	,	PUNCT
aijmsr-1308	177	19	i.e.	i.e.	X
aijmsr-1308	177	20	it	it	PRON
aijmsr-1308	177	21	can	can	AUX
aijmsr-1308	177	22	predict	predict	VERB
aijmsr-1308	177	23	100	100	NUM
aijmsr-1308	177	24	%	%	NOUN
aijmsr-1308	177	25	accurately	accurately	ADV
aijmsr-1308	177	26	whether	whether	SCONJ
aijmsr-1308	177	27	a	a	DET
aijmsr-1308	177	28	donor	donor	NOUN
aijmsr-1308	177	29	will	will	AUX
aijmsr-1308	177	30	donate	donate	VERB
aijmsr-1308	177	31	blood	blood	NOUN
aijmsr-1308	177	32	or	or	CCONJ
aijmsr-1308	177	33	not	not	PART
aijmsr-1308	177	34	.	.	PUNCT
aijmsr-1308	178	1	the	the	DET
aijmsr-1308	178	2	reason	reason	NOUN
aijmsr-1308	178	3	for	for	ADP
aijmsr-1308	178	4	giving	give	VERB
aijmsr-1308	178	5	100	100	NUM
aijmsr-1308	178	6	%	%	NOUN
aijmsr-1308	178	7	correct	correct	ADJ
aijmsr-1308	178	8	results	result	NOUN
aijmsr-1308	178	9	is	be	AUX
aijmsr-1308	178	10	that	that	SCONJ
aijmsr-1308	178	11	our	our	PRON
aijmsr-1308	178	12	sample	sample	NOUN
aijmsr-1308	178	13	size	size	NOUN
aijmsr-1308	178	14	is	be	AUX
aijmsr-1308	178	15	small	small	ADJ
aijmsr-1308	178	16	.	.	PUNCT
aijmsr-1308	179	1	if	if	SCONJ
aijmsr-1308	179	2	the	the	DET
aijmsr-1308	179	3	sample	sample	NOUN
aijmsr-1308	179	4	size	size	NOUN
aijmsr-1308	179	5	is	be	AUX
aijmsr-1308	179	6	larger	large	ADJ
aijmsr-1308	179	7	,	,	PUNCT
aijmsr-1308	179	8	the	the	DET
aijmsr-1308	179	9	accuracy	accuracy	NOUN
aijmsr-1308	179	10	will	will	AUX
aijmsr-1308	179	11	be	be	AUX
aijmsr-1308	179	12	further	far	ADV
aijmsr-1308	179	13	reduced	reduce	VERB
aijmsr-1308	179	14	.	.	PUNCT
aijmsr-1308	180	1	since	since	SCONJ
aijmsr-1308	180	2	the	the	DET
aijmsr-1308	180	3	random	random	ADJ
aijmsr-1308	180	4	forest	forest	NOUN
aijmsr-1308	180	5	model	model	NOUN
aijmsr-1308	180	6	achieves	achieve	VERB
aijmsr-1308	180	7	100	100	NUM
aijmsr-1308	180	8	%	%	NOUN
aijmsr-1308	180	9	accuracy	accuracy	NOUN
aijmsr-1308	180	10	across	across	ADP
aijmsr-1308	180	11	all	all	DET
aijmsr-1308	180	12	four	four	NUM
aijmsr-1308	180	13	metrics	metric	NOUN
aijmsr-1308	180	14	,	,	PUNCT
aijmsr-1308	180	15	we	we	PRON
aijmsr-1308	180	16	choose	choose	VERB
aijmsr-1308	180	17	random	random	ADJ
aijmsr-1308	180	18	forest	forest	NOUN
aijmsr-1308	180	19	to	to	PART
aijmsr-1308	180	20	be	be	AUX
aijmsr-1308	180	21	our	our	PRON
aijmsr-1308	180	22	preferred	preferred	ADJ
aijmsr-1308	180	23	predictive	predictive	ADJ
aijmsr-1308	180	24	model	model	NOUN
aijmsr-1308	180	25	from	from	ADP
aijmsr-1308	180	26	the	the	DET
aijmsr-1308	180	27	above	above	ADJ
aijmsr-1308	180	28	three	three	NUM
aijmsr-1308	180	29	models	model	NOUN
aijmsr-1308	180	30	.	.	PUNCT
aijmsr-1308	181	1	discussion	discussion	NOUN
aijmsr-1308	181	2	when	when	SCONJ
aijmsr-1308	181	3	a	a	DET
aijmsr-1308	181	4	patient	patient	NOUN
aijmsr-1308	181	5	needs	need	VERB
aijmsr-1308	181	6	emergency	emergency	NOUN
aijmsr-1308	181	7	blood	blood	NOUN
aijmsr-1308	181	8	,	,	PUNCT
aijmsr-1308	181	9	finding	find	VERB
aijmsr-1308	181	10	the	the	DET
aijmsr-1308	181	11	right	right	ADJ
aijmsr-1308	181	12	blood	blood	NOUN
aijmsr-1308	181	13	donor	donor	NOUN
aijmsr-1308	181	14	in	in	ADP
aijmsr-1308	181	15	a	a	DET
aijmsr-1308	181	16	short	short	ADJ
aijmsr-1308	181	17	amount	amount	NOUN
aijmsr-1308	181	18	of	of	ADP
aijmsr-1308	181	19	time	time	NOUN
aijmsr-1308	181	20	might	might	AUX
aijmsr-1308	181	21	be	be	AUX
aijmsr-1308	181	22	difficult	difficult	ADJ
aijmsr-1308	181	23	.	.	PUNCT
aijmsr-1308	182	1	using	use	VERB
aijmsr-1308	182	2	data	datum	NOUN
aijmsr-1308	182	3	mining	mining	NOUN
aijmsr-1308	182	4	approaches	approach	NOUN
aijmsr-1308	182	5	,	,	PUNCT
aijmsr-1308	182	6	this	this	DET
aijmsr-1308	182	7	research	research	NOUN
aijmsr-1308	182	8	article	article	NOUN
aijmsr-1308	182	9	demonstrates	demonstrate	VERB
aijmsr-1308	182	10	how	how	SCONJ
aijmsr-1308	182	11	to	to	PART
aijmsr-1308	182	12	locate	locate	VERB
aijmsr-1308	182	13	the	the	DET
aijmsr-1308	182	14	most	most	ADV
aijmsr-1308	182	15	potential	potential	ADJ
aijmsr-1308	182	16	blood	blood	NOUN
aijmsr-1308	182	17	donors	donor	NOUN
aijmsr-1308	182	18	from	from	ADP
aijmsr-1308	182	19	a	a	DET
aijmsr-1308	182	20	group	group	NOUN
aijmsr-1308	182	21	in	in	ADP
aijmsr-1308	182	22	a	a	DET
aijmsr-1308	182	23	short	short	ADJ
aijmsr-1308	182	24	amount	amount	NOUN
aijmsr-1308	182	25	of	of	ADP
aijmsr-1308	182	26	time	time	NOUN
aijmsr-1308	182	27	.	.	PUNCT
aijmsr-1308	183	1	in	in	ADP
aijmsr-1308	183	2	this	this	DET
aijmsr-1308	183	3	study	study	NOUN
aijmsr-1308	183	4	,	,	PUNCT
aijmsr-1308	183	5	we	we	PRON
aijmsr-1308	183	6	found	find	VERB
aijmsr-1308	183	7	that	that	SCONJ
aijmsr-1308	183	8	men	man	NOUN
aijmsr-1308	183	9	donate	donate	VERB
aijmsr-1308	183	10	significantly	significantly	ADV
aijmsr-1308	183	11	more	more	ADJ
aijmsr-1308	183	12	blood	blood	NOUN
aijmsr-1308	183	13	than	than	ADP
aijmsr-1308	183	14	women	woman	NOUN
aijmsr-1308	183	15	.	.	PUNCT
aijmsr-1308	184	1	blood	blood	NOUN
aijmsr-1308	184	2	donation	donation	NOUN
aijmsr-1308	184	3	rates	rate	NOUN
aijmsr-1308	184	4	are	be	AUX
aijmsr-1308	184	5	substantially	substantially	ADV
aijmsr-1308	184	6	greater	great	ADJ
aijmsr-1308	184	7	among	among	ADP
aijmsr-1308	184	8	experienced	experienced	ADJ
aijmsr-1308	184	9	blood	blood	NOUN
aijmsr-1308	184	10	donors	donor	NOUN
aijmsr-1308	184	11	or	or	CCONJ
aijmsr-1308	184	12	those	those	PRON
aijmsr-1308	184	13	who	who	PRON
aijmsr-1308	184	14	have	have	AUX
aijmsr-1308	184	15	donated	donate	VERB
aijmsr-1308	184	16	blood	blood	NOUN
aijmsr-1308	184	17	for	for	ADP
aijmsr-1308	184	18	a	a	DET
aijmsr-1308	184	19	long	long	ADJ
aijmsr-1308	184	20	time	time	NOUN
aijmsr-1308	184	21	.	.	PUNCT
aijmsr-1308	185	1	so	so	ADV
aijmsr-1308	185	2	,	,	PUNCT
aijmsr-1308	185	3	we	we	PRON
aijmsr-1308	185	4	have	have	AUX
aijmsr-1308	185	5	developed	develop	VERB
aijmsr-1308	185	6	a	a	DET
aijmsr-1308	185	7	predictive	predictive	ADJ
aijmsr-1308	185	8	model	model	NOUN
aijmsr-1308	185	9	by	by	ADP
aijmsr-1308	185	10	identifying	identify	VERB
aijmsr-1308	185	11	experienced	experienced	ADJ
aijmsr-1308	185	12	and	and	CCONJ
aijmsr-1308	185	13	repeated	repeat	VERB
aijmsr-1308	185	14	blood	blood	NOUN
aijmsr-1308	185	15	donors	donor	NOUN
aijmsr-1308	185	16	.	.	PUNCT
aijmsr-1308	186	1	this	this	DET
aijmsr-1308	186	2	model	model	NOUN
aijmsr-1308	186	3	can	can	AUX
aijmsr-1308	186	4	automatically	automatically	ADV
aijmsr-1308	186	5	predict	predict	VERB
aijmsr-1308	186	6	the	the	DET
aijmsr-1308	186	7	most	most	ADV
aijmsr-1308	186	8	potential	potential	ADJ
aijmsr-1308	186	9	blood	blood	NOUN
aijmsr-1308	186	10	donors	donor	NOUN
aijmsr-1308	186	11	from	from	ADP
aijmsr-1308	186	12	a	a	DET
aijmsr-1308	186	13	blood	blood	NOUN
aijmsr-1308	186	14	donor	donor	NOUN
aijmsr-1308	186	15	group	group	NOUN
aijmsr-1308	186	16	in	in	ADP
aijmsr-1308	186	17	less	less	ADJ
aijmsr-1308	186	18	time	time	NOUN
aijmsr-1308	186	19	which	which	PRON
aijmsr-1308	186	20	would	would	AUX
aijmsr-1308	186	21	take	take	VERB
aijmsr-1308	186	22	more	more	ADJ
aijmsr-1308	186	23	time	time	NOUN
aijmsr-1308	186	24	to	to	PART
aijmsr-1308	186	25	do	do	VERB
aijmsr-1308	186	26	manually	manually	ADV
aijmsr-1308	186	27	.	.	PUNCT
aijmsr-1308	187	1	this	this	PRON
aijmsr-1308	187	2	helps	help	VERB
aijmsr-1308	187	3	to	to	PART
aijmsr-1308	187	4	minimize	minimize	VERB
aijmsr-1308	187	5	the	the	DET
aijmsr-1308	187	6	time	time	NOUN
aijmsr-1308	187	7	required	require	VERB
aijmsr-1308	187	8	to	to	PART
aijmsr-1308	187	9	find	find	VERB
aijmsr-1308	187	10	the	the	DET
aijmsr-1308	187	11	right	right	ADJ
aijmsr-1308	187	12	donor	donor	NOUN
aijmsr-1308	187	13	.	.	PUNCT
aijmsr-1308	188	1	by	by	ADP
aijmsr-1308	188	2	contacting	contact	VERB
aijmsr-1308	188	3	these	these	DET
aijmsr-1308	188	4	potential	potential	ADJ
aijmsr-1308	188	5	blood	blood	NOUN
aijmsr-1308	188	6	donors	donor	NOUN
aijmsr-1308	188	7	,	,	PUNCT
aijmsr-1308	188	8	the	the	DET
aijmsr-1308	188	9	patient	patient	NOUN
aijmsr-1308	188	10	can	can	AUX
aijmsr-1308	188	11	get	get	VERB
aijmsr-1308	188	12	his	his	PRON
aijmsr-1308	188	13	/	/	SYM
aijmsr-1308	188	14	her	she	PRON
aijmsr-1308	188	15	desired	desire	VERB
aijmsr-1308	188	16	blood	blood	NOUN
aijmsr-1308	188	17	in	in	ADP
aijmsr-1308	188	18	a	a	DET
aijmsr-1308	188	19	shorter	short	ADJ
aijmsr-1308	188	20	period	period	NOUN
aijmsr-1308	188	21	of	of	ADP
aijmsr-1308	188	22	time	time	NOUN
aijmsr-1308	188	23	,	,	PUNCT
aijmsr-1308	188	24	and	and	CCONJ
aijmsr-1308	188	25	thus	thus	ADV
aijmsr-1308	188	26	the	the	DET
aijmsr-1308	188	27	time	time	NOUN
aijmsr-1308	188	28	gap	gap	NOUN
aijmsr-1308	188	29	between	between	ADP
aijmsr-1308	188	30	blood	blood	NOUN
aijmsr-1308	188	31	demand	demand	NOUN
aijmsr-1308	188	32	and	and	CCONJ
aijmsr-1308	188	33	supply	supply	NOUN
aijmsr-1308	188	34	is	be	AUX
aijmsr-1308	188	35	also	also	ADV
aijmsr-1308	188	36	minimized	minimize	VERB
aijmsr-1308	188	37	.	.	PUNCT
aijmsr-1308	189	1	however	however	ADV
aijmsr-1308	189	2	,	,	PUNCT
aijmsr-1308	189	3	we	we	PRON
aijmsr-1308	189	4	have	have	AUX
aijmsr-1308	189	5	faced	face	VERB
aijmsr-1308	189	6	several	several	ADJ
aijmsr-1308	189	7	limitations	limitation	NOUN
aijmsr-1308	189	8	while	while	SCONJ
aijmsr-1308	189	9	doing	do	VERB
aijmsr-1308	189	10	this	this	DET
aijmsr-1308	189	11	research	research	NOUN
aijmsr-1308	189	12	.	.	PUNCT
aijmsr-1308	190	1	the	the	DET
aijmsr-1308	190	2	biggest	big	ADJ
aijmsr-1308	190	3	problem	problem	NOUN
aijmsr-1308	190	4	is	be	AUX
aijmsr-1308	190	5	the	the	DET
aijmsr-1308	190	6	lack	lack	NOUN
aijmsr-1308	190	7	of	of	ADP
aijmsr-1308	190	8	data	datum	NOUN
aijmsr-1308	190	9	.	.	PUNCT
aijmsr-1308	191	1	we	we	PRON
aijmsr-1308	191	2	could	could	AUX
aijmsr-1308	191	3	n't	not	PART
aijmsr-1308	191	4	reach	reach	VERB
aijmsr-1308	191	5	the	the	DET
aijmsr-1308	191	6	number	number	NOUN
aijmsr-1308	191	7	of	of	ADP
aijmsr-1308	191	8	donors	donor	NOUN
aijmsr-1308	191	9	that	that	PRON
aijmsr-1308	191	10	we	we	PRON
aijmsr-1308	191	11	intended	intend	VERB
aijmsr-1308	191	12	to	to	PART
aijmsr-1308	191	13	contact	contact	VERB
aijmsr-1308	191	14	.	.	PUNCT
aijmsr-1308	192	1	the	the	DET
aijmsr-1308	192	2	major	major	ADJ
aijmsr-1308	192	3	obstacle	obstacle	NOUN
aijmsr-1308	192	4	to	to	ADP
aijmsr-1308	192	5	data	data	NOUN
aijmsr-1308	192	6	collection	collection	NOUN
aijmsr-1308	192	7	is	be	AUX
aijmsr-1308	192	8	time	time	NOUN
aijmsr-1308	192	9	and	and	CCONJ
aijmsr-1308	192	10	budget	budget	NOUN
aijmsr-1308	192	11	.	.	PUNCT
aijmsr-1308	193	1	another	another	DET
aijmsr-1308	193	2	problem	problem	NOUN
aijmsr-1308	193	3	is	be	AUX
aijmsr-1308	193	4	that	that	SCONJ
aijmsr-1308	193	5	during	during	ADP
aijmsr-1308	193	6	the	the	DET
aijmsr-1308	193	7	covid-19	covid-19	PROPN
aijmsr-1308	193	8	pandemic	pandemic	NOUN
aijmsr-1308	193	9	the	the	DET
aijmsr-1308	193	10	possible	possible	ADJ
aijmsr-1308	193	11	blood	blood	NOUN
aijmsr-1308	193	12	donors	donor	NOUN
aijmsr-1308	193	13	may	may	AUX
aijmsr-1308	193	14	not	not	PART
aijmsr-1308	193	15	be	be	AUX
aijmsr-1308	193	16	available	available	ADJ
aijmsr-1308	193	17	at	at	ADP
aijmsr-1308	193	18	the	the	DET
aijmsr-1308	193	19	emergency	emergency	NOUN
aijmsr-1308	193	20	time	time	NOUN
aijmsr-1308	193	21	due	due	ADP
aijmsr-1308	193	22	to	to	ADP
aijmsr-1308	193	23	lockdown	lockdown	NOUN
aijmsr-1308	193	24	.	.	PUNCT
aijmsr-1308	194	1	this	this	DET
aijmsr-1308	194	2	case	case	NOUN
aijmsr-1308	194	3	can	can	AUX
aijmsr-1308	194	4	also	also	ADV
aijmsr-1308	194	5	happen	happen	VERB
aijmsr-1308	194	6	in	in	ADP
aijmsr-1308	194	7	terms	term	NOUN
aijmsr-1308	194	8	of	of	ADP
aijmsr-1308	194	9	any	any	DET
aijmsr-1308	194	10	natural	natural	ADJ
aijmsr-1308	194	11	calamities	calamity	NOUN
aijmsr-1308	194	12	.	.	PUNCT
aijmsr-1308	195	1	performance	performance	NOUN
aijmsr-1308	195	2	metric	metric	ADJ
aijmsr-1308	195	3	random	random	ADJ
aijmsr-1308	195	4	forest	forest	NOUN
aijmsr-1308	195	5	j48	j48	PROPN
aijmsr-1308	195	6	decision	decision	NOUN
aijmsr-1308	195	7	tree	tree	NOUN
aijmsr-1308	195	8	logistic	logistic	ADJ
aijmsr-1308	195	9	regression	regression	NOUN
aijmsr-1308	195	10	precision	precision	NOUN
aijmsr-1308	195	11	100	100	NUM
aijmsr-1308	195	12	%	%	NOUN
aijmsr-1308	195	13	96	96	NUM
aijmsr-1308	195	14	%	%	NOUN
aijmsr-1308	195	15	85	85	NUM
aijmsr-1308	195	16	%	%	NOUN
aijmsr-1308	195	17	recall	recall	NOUN
aijmsr-1308	195	18	100	100	NUM
aijmsr-1308	195	19	%	%	NOUN
aijmsr-1308	195	20	95	95	NUM
aijmsr-1308	195	21	%	%	NOUN
aijmsr-1308	195	22	85	85	NUM
aijmsr-1308	195	23	%	%	NOUN
aijmsr-1308	195	24	f1	f1	NOUN
aijmsr-1308	195	25	score	score	NOUN
aijmsr-1308	195	26	100	100	NUM
aijmsr-1308	195	27	%	%	NOUN
aijmsr-1308	195	28	95	95	NUM
aijmsr-1308	195	29	%	%	NOUN
aijmsr-1308	195	30	85	85	NUM
aijmsr-1308	195	31	%	%	NOUN
aijmsr-1308	195	32	accuracy	accuracy	NOUN
aijmsr-1308	195	33	100	100	NUM
aijmsr-1308	195	34	%	%	NOUN
aijmsr-1308	195	35	95	95	NUM
aijmsr-1308	195	36	%	%	NOUN
aijmsr-1308	195	37	85	85	NUM
aijmsr-1308	195	38	%	%	NOUN
aijmsr-1308	195	39	mcc	mcc	NOUN
aijmsr-1308	195	40	100	100	NUM
aijmsr-1308	195	41	%	%	NOUN
aijmsr-1308	195	42	89	89	NUM
aijmsr-1308	195	43	%	%	NOUN
aijmsr-1308	195	44	63	63	NUM
aijmsr-1308	195	45	%	%	NOUN
aijmsr-1308	195	46	https://www.cribfb.com/journal/index.php/aijmsr	https://www.cribfb.com/journal/index.php/aijmsr	PROPN
aijmsr-1308	195	47	american	american	PROPN
aijmsr-1308	195	48	international	international	PROPN
aijmsr-1308	195	49	journal	journal	PROPN
aijmsr-1308	195	50	of	of	ADP
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aijmsr-1308	195	52	scientific	scientific	ADJ
aijmsr-1308	195	53	research	research	NOUN
aijmsr-1308	195	54	vol	vol	NOUN
aijmsr-1308	195	55	.	.	PUNCT
aijmsr-1308	196	1	10	10	NUM
aijmsr-1308	196	2	,	,	PUNCT
aijmsr-1308	196	3	no	no	INTJ
aijmsr-1308	196	4	.	.	NOUN
aijmsr-1308	196	5	1	1	NUM
aijmsr-1308	196	6	;	;	PUNCT
aijmsr-1308	196	7	2021	2021	NUM
aijmsr-1308	196	8	9	9	NUM
aijmsr-1308	196	9	the	the	DET
aijmsr-1308	196	10	following	follow	VERB
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aijmsr-1308	196	12	can	can	AUX
aijmsr-1308	196	13	be	be	AUX
aijmsr-1308	196	14	recommended	recommend	VERB
aijmsr-1308	196	15	to	to	PART
aijmsr-1308	196	16	improve	improve	VERB
aijmsr-1308	196	17	bangladesh	bangladesh	NOUN
aijmsr-1308	196	18	's	's	PART
aijmsr-1308	196	19	or	or	CCONJ
aijmsr-1308	196	20	other	other	ADJ
aijmsr-1308	196	21	developing	develop	VERB
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aijmsr-1308	196	23	'	'	PART
aijmsr-1308	196	24	present	present	ADJ
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aijmsr-1308	196	27	scenario	scenario	NOUN
aijmsr-1308	196	28	:	:	PUNCT
aijmsr-1308	196	29			X
aijmsr-1308	197	1	encourage	encourage	VERB
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aijmsr-1308	197	3	to	to	PART
aijmsr-1308	197	4	donate	donate	VERB
aijmsr-1308	197	5	blood	blood	NOUN
aijmsr-1308	197	6	,	,	PUNCT
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aijmsr-1308	197	9	,	,	PUNCT
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aijmsr-1308	197	12	awareness	awareness	NOUN
aijmsr-1308	197	13	programs	program	NOUN
aijmsr-1308	197	14	,	,	PUNCT
aijmsr-1308	197	15	seminars	seminar	NOUN
aijmsr-1308	197	16	,	,	PUNCT
aijmsr-1308	197	17	blood	blood	NOUN
aijmsr-1308	197	18	donation	donation	NOUN
aijmsr-1308	197	19	campaigns	campaign	NOUN
aijmsr-1308	197	20	,	,	PUNCT
aijmsr-1308	197	21	and	and	CCONJ
aijmsr-1308	197	22	social	social	ADJ
aijmsr-1308	197	23	media	medium	NOUN
aijmsr-1308	197	24	.	.	PUNCT
aijmsr-1308	198	1	every	every	DET
aijmsr-1308	198	2	year	year	NOUN
aijmsr-1308	198	3	,	,	PUNCT
aijmsr-1308	198	4	the	the	DET
aijmsr-1308	198	5	maizbhandari	maizbhandari	NOUN
aijmsr-1308	198	6	shah	shah	NOUN
aijmsr-1308	198	7	emdadia	emdadia	NOUN
aijmsr-1308	198	8	blood	blood	NOUN
aijmsr-1308	198	9	donors	donor	NOUN
aijmsr-1308	198	10	’	'	PUNCT
aijmsr-1308	198	11	group	group	NOUN
aijmsr-1308	198	12	organizes	organize	VERB
aijmsr-1308	198	13	a	a	DET
aijmsr-1308	198	14	number	number	NOUN
aijmsr-1308	198	15	of	of	ADP
aijmsr-1308	198	16	blood	blood	NOUN
aijmsr-1308	198	17	donation	donation	NOUN
aijmsr-1308	198	18	campaigns	campaign	NOUN
aijmsr-1308	198	19	and	and	CCONJ
aijmsr-1308	198	20	social	social	ADJ
aijmsr-1308	198	21	awareness	awareness	NOUN
aijmsr-1308	198	22	activities	activity	NOUN
aijmsr-1308	198	23	to	to	PART
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aijmsr-1308	198	27	.	.	PUNCT
aijmsr-1308	199	1			PART
aijmsr-1308	199	2	collect	collect	VERB
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aijmsr-1308	199	4	maintain	maintain	VERB
aijmsr-1308	199	5	a	a	DET
aijmsr-1308	199	6	large	large	ADJ
aijmsr-1308	199	7	database	database	NOUN
aijmsr-1308	199	8	of	of	ADP
aijmsr-1308	199	9	blood	blood	NOUN
aijmsr-1308	199	10	donors	donor	NOUN
aijmsr-1308	199	11	and	and	CCONJ
aijmsr-1308	199	12	seekers	seeker	NOUN
aijmsr-1308	199	13	.	.	PUNCT
aijmsr-1308	200	1			PUNCT
aijmsr-1308	201	1	create	create	VERB
aijmsr-1308	201	2	a	a	DET
aijmsr-1308	201	3	web	web	NOUN
aijmsr-1308	201	4	-	-	PUNCT
aijmsr-1308	201	5	based	base	VERB
aijmsr-1308	201	6	blood	blood	NOUN
aijmsr-1308	201	7	donation	donation	NOUN
aijmsr-1308	201	8	application	application	NOUN
aijmsr-1308	201	9	that	that	PRON
aijmsr-1308	201	10	incorporates	incorporate	VERB
aijmsr-1308	201	11	data	datum	NOUN
aijmsr-1308	201	12	mining	mining	NOUN
aijmsr-1308	201	13	,	,	PUNCT
aijmsr-1308	201	14	machine	machine	NOUN
aijmsr-1308	201	15	learning	learning	NOUN
aijmsr-1308	201	16	,	,	PUNCT
aijmsr-1308	201	17	and	and	CCONJ
aijmsr-1308	201	18	artificial	artificial	ADJ
aijmsr-1308	201	19	intelligence	intelligence	NOUN
aijmsr-1308	201	20	technology	technology	NOUN
aijmsr-1308	201	21	for	for	ADP
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aijmsr-1308	201	23	data	datum	NOUN
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aijmsr-1308	201	25	.	.	PUNCT
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aijmsr-1308	202	4	,	,	PUNCT
aijmsr-1308	202	5	a.	a.	NOUN
aijmsr-1308	202	6	,	,	PUNCT
aijmsr-1308	202	7	&	&	CCONJ
aijmsr-1308	202	8	olufunto	olufunto	PROPN
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aijmsr-1308	202	10	,	,	PUNCT
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aijmsr-1308	202	15	.	.	PUNCT
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aijmsr-1308	203	6	:	:	PUNCT
aijmsr-1308	203	7	the	the	DET
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aijmsr-1308	203	14	to	to	ADP
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aijmsr-1308	203	16	and	and	CCONJ
aijmsr-1308	203	17	way	way	NOUN
aijmsr-1308	203	18	-	-	PUNCT
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aijmsr-1308	203	20	.	.	PUNCT
aijmsr-1308	204	1	american	american	PROPN
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aijmsr-1308	204	8	,	,	PUNCT
aijmsr-1308	204	9	1(2	1(2	NUM
aijmsr-1308	204	10	)	)	PUNCT
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aijmsr-1308	204	13	.	.	PUNCT
aijmsr-1308	204	14	https://doi.org/10.46281/aijmsr.v1i2.185	https://doi.org/10.46281/aijmsr.v1i2.185	PROPN
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aijmsr-1308	204	20	,	,	PUNCT
aijmsr-1308	204	21	m.	m.	NOUN
aijmsr-1308	204	22	,	,	PUNCT
aijmsr-1308	204	23	gupta	gupta	PROPN
aijmsr-1308	204	24	,	,	PUNCT
aijmsr-1308	204	25	k.	k.	PROPN
aijmsr-1308	204	26	,	,	PUNCT
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aijmsr-1308	204	28	,	,	PUNCT
aijmsr-1308	204	29	a.	a.	PROPN
aijmsr-1308	204	30	,	,	PUNCT
aijmsr-1308	204	31	&	&	CCONJ
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aijmsr-1308	204	33	,	,	PUNCT
aijmsr-1308	204	34	m.	m.	PROPN
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aijmsr-1308	204	38	,	,	PUNCT
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aijmsr-1308	204	41	.	.	PUNCT
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aijmsr-1308	205	18	&	&	CCONJ
aijmsr-1308	205	19	communication	communication	NOUN
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aijmsr-1308	205	21	(	(	PUNCT
aijmsr-1308	205	22	icaccs	icaccs	NOUN
aijmsr-1308	205	23	)	)	PUNCT
aijmsr-1308	205	24	,	,	PUNCT
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aijmsr-1308	205	26	.	.	PUNCT
aijmsr-1308	206	1	https://doi.org/10.1109/icaccs.2019.8728401	https://doi.org/10.1109/icaccs.2019.8728401	PROPN
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aijmsr-1308	206	3	,	,	PUNCT
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aijmsr-1308	206	5	,	,	PUNCT
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aijmsr-1308	206	9	,	,	PUNCT
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aijmsr-1308	206	15	a.	a.	PROPN
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aijmsr-1308	206	17	,	,	PUNCT
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aijmsr-1308	206	19	,	,	PUNCT
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aijmsr-1308	206	22	,	,	PUNCT
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aijmsr-1308	206	24	,	,	PUNCT
aijmsr-1308	206	25	a.	a.	NOUN
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aijmsr-1308	206	27	,	,	PUNCT
aijmsr-1308	206	28	&	&	CCONJ
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aijmsr-1308	206	30	,	,	PUNCT
aijmsr-1308	206	31	s.	s.	PROPN
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aijmsr-1308	206	33	(	(	PUNCT
aijmsr-1308	206	34	2019	2019	NUM
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aijmsr-1308	206	36	.	.	PUNCT
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aijmsr-1308	207	8	.	.	PUNCT
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aijmsr-1308	208	7	(	(	PUNCT
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aijmsr-1308	208	9	)	)	PUNCT
aijmsr-1308	208	10	,	,	PUNCT
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aijmsr-1308	208	15	,	,	PUNCT
aijmsr-1308	208	16	1	1	NUM
aijmsr-1308	208	17	-	-	SYM
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aijmsr-1308	208	19	.	.	PUNCT
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aijmsr-1308	209	2	,	,	PUNCT
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aijmsr-1308	209	5	,	,	PUNCT
aijmsr-1308	209	6	&	&	CCONJ
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aijmsr-1308	209	8	,	,	PUNCT
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aijmsr-1308	209	10	(	(	PUNCT
aijmsr-1308	209	11	2019	2019	NUM
aijmsr-1308	209	12	)	)	PUNCT
aijmsr-1308	209	13	.	.	PUNCT
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aijmsr-1308	210	4	and	and	CCONJ
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aijmsr-1308	210	8	time	time	NOUN
aijmsr-1308	210	9	series	series	PROPN
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aijmsr-1308	210	11	data	datum	NOUN
aijmsr-1308	210	12	mining	mining	NOUN
aijmsr-1308	210	13	techniques	technique	NOUN
aijmsr-1308	210	14	.	.	PUNCT
aijmsr-1308	211	1	international	international	ADJ
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aijmsr-1308	211	7	and	and	CCONJ
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aijmsr-1308	211	9	,	,	PUNCT
aijmsr-1308	211	10	10(8	10(8	NOUN
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aijmsr-1308	211	12	.	.	PUNCT
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aijmsr-1308	212	5	,	,	PUNCT
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aijmsr-1308	212	8	2017	2017	NUM
aijmsr-1308	212	9	,	,	PUNCT
aijmsr-1308	212	10	june	june	PROPN
aijmsr-1308	212	11	14	14	NUM
aijmsr-1308	212	12	)	)	PUNCT
aijmsr-1308	212	13	.	.	PUNCT
aijmsr-1308	213	1	number	number	NOUN
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aijmsr-1308	213	5	on	on	ADP
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aijmsr-1308	213	7	.	.	PUNCT
aijmsr-1308	214	1	retrieved	retrieve	VERB
aijmsr-1308	214	2	june	june	PROPN
aijmsr-1308	214	3	10	10	NUM
aijmsr-1308	214	4	,	,	PUNCT
aijmsr-1308	214	5	2021	2021	NUM
aijmsr-1308	214	6	,	,	PUNCT
aijmsr-1308	214	7	from	from	ADP
aijmsr-1308	214	8	https://www.thedailystar.net/backpage/number-blood-donors-rise-1419814	https://www.thedailystar.net/backpage/number-blood-donors-rise-1419814	PROPN
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aijmsr-1308	214	10	,	,	PUNCT
aijmsr-1308	214	11	m.	m.	NOUN
aijmsr-1308	214	12	,	,	PUNCT
aijmsr-1308	214	13	&	&	CCONJ
aijmsr-1308	214	14	taheri	taheri	PROPN
aijmsr-1308	214	15	,	,	PUNCT
aijmsr-1308	214	16	z.	z.	PROPN
aijmsr-1308	214	17	(	(	PUNCT
aijmsr-1308	214	18	2013	2013	NUM
aijmsr-1308	214	19	,	,	PUNCT
aijmsr-1308	214	20	august	august	PROPN
aijmsr-1308	214	21	)	)	PUNCT
aijmsr-1308	214	22	.	.	PUNCT
aijmsr-1308	215	1	using	use	VERB
aijmsr-1308	215	2	clustering	clustering	ADJ
aijmsr-1308	215	3	methods	method	NOUN
aijmsr-1308	215	4	for	for	ADP
aijmsr-1308	215	5	identifying	identify	VERB
aijmsr-1308	215	6	blood	blood	NOUN
aijmsr-1308	215	7	donors	donor	NOUN
aijmsr-1308	215	8	behavior	behavior	NOUN
aijmsr-1308	215	9	.	.	PUNCT
aijmsr-1308	216	1	in	in	ADP
aijmsr-1308	216	2	5th	5th	ADJ
aijmsr-1308	216	3	iranian	iranian	ADJ
aijmsr-1308	216	4	conference	conference	NOUN
aijmsr-1308	216	5	on	on	ADP
aijmsr-1308	216	6	electrical	electrical	ADJ
aijmsr-1308	216	7	and	and	CCONJ
aijmsr-1308	216	8	electronics	electronic	NOUN
aijmsr-1308	216	9	engineering	engineering	NOUN
aijmsr-1308	216	10	(	(	PUNCT
aijmsr-1308	216	11	iceee2013	iceee2013	PROPN
aijmsr-1308	216	12	)	)	PUNCT
aijmsr-1308	216	13	(	(	PUNCT
aijmsr-1308	216	14	pp	pp	X
aijmsr-1308	216	15	.	.	PUNCT
aijmsr-1308	216	16	4055	4055	NUM
aijmsr-1308	216	17	-	-	SYM
aijmsr-1308	216	18	4057	4057	NUM
aijmsr-1308	216	19	)	)	PUNCT
aijmsr-1308	216	20	.	.	PUNCT
aijmsr-1308	217	1	bangladesh	bangladesh	NOUN
aijmsr-1308	217	2	is	be	AUX
aijmsr-1308	217	3	still	still	ADV
aijmsr-1308	217	4	to	to	PART
aijmsr-1308	217	5	meet	meet	VERB
aijmsr-1308	217	6	the	the	DET
aijmsr-1308	217	7	demand	demand	NOUN
aijmsr-1308	217	8	of	of	ADP
aijmsr-1308	217	9	safe	safe	ADJ
aijmsr-1308	217	10	blood	blood	NOUN
aijmsr-1308	217	11	supply	supply	NOUN
aijmsr-1308	217	12	.	.	PUNCT
aijmsr-1308	218	1	(	(	PUNCT
aijmsr-1308	218	2	2017	2017	NUM
aijmsr-1308	218	3	,	,	PUNCT
aijmsr-1308	218	4	june	june	PROPN
aijmsr-1308	218	5	14	14	NUM
aijmsr-1308	218	6	)	)	PUNCT
aijmsr-1308	218	7	.	.	PUNCT
aijmsr-1308	219	1	retrieved	retrieve	VERB
aijmsr-1308	219	2	june	june	PROPN
aijmsr-1308	219	3	11	11	NUM
aijmsr-1308	219	4	,	,	PUNCT
aijmsr-1308	219	5	2021	2021	NUM
aijmsr-1308	219	6	,	,	PUNCT
aijmsr-1308	219	7	from	from	ADP
aijmsr-1308	219	8	https://www.who.int/bangladesh/news/detail/14-06-2017-bangladesh-is-still-to-meet-thedemand-of-safe-blood-supply	https://www.who.int/bangladesh/news/detail/14-06-2017-bangladesh-is-still-to-meet-thedemand-of-safe-blood-supply	PROPN
aijmsr-1308	219	9	bhardwaj	bhardwaj	PROPN
aijmsr-1308	219	10	,	,	PUNCT
aijmsr-1308	219	11	a.	a.	PROPN
aijmsr-1308	219	12	,	,	PUNCT
aijmsr-1308	219	13	sharma	sharma	PROPN
aijmsr-1308	219	14	,	,	PUNCT
aijmsr-1308	219	15	a.	a.	PROPN
aijmsr-1308	219	16	,	,	PUNCT
aijmsr-1308	219	17	&	&	CCONJ
aijmsr-1308	219	18	shrivastava	shrivastava	PROPN
aijmsr-1308	219	19	,	,	PUNCT
aijmsr-1308	219	20	v.	v.	PROPN
aijmsr-1308	219	21	k.	k.	PROPN
aijmsr-1308	219	22	(	(	PUNCT
aijmsr-1308	219	23	2012	2012	NUM
aijmsr-1308	219	24	)	)	PUNCT
aijmsr-1308	219	25	.	.	PUNCT
aijmsr-1308	220	1	data	datum	NOUN
aijmsr-1308	220	2	mining	mining	NOUN
aijmsr-1308	220	3	techniques	technique	NOUN
aijmsr-1308	220	4	and	and	CCONJ
aijmsr-1308	220	5	their	their	PRON
aijmsr-1308	220	6	implementation	implementation	NOUN
aijmsr-1308	220	7	in	in	ADP
aijmsr-1308	220	8	blood	blood	NOUN
aijmsr-1308	220	9	bank	bank	NOUN
aijmsr-1308	220	10	sector	sector	NOUN
aijmsr-1308	220	11	–	–	PUNCT
aijmsr-1308	220	12	a	a	DET
aijmsr-1308	220	13	review	review	NOUN
aijmsr-1308	220	14	.	.	PUNCT
aijmsr-1308	221	1	international	international	ADJ
aijmsr-1308	221	2	journal	journal	PROPN
aijmsr-1308	221	3	of	of	ADP
aijmsr-1308	221	4	engineering	engineering	NOUN
aijmsr-1308	221	5	research	research	NOUN
aijmsr-1308	221	6	and	and	CCONJ
aijmsr-1308	221	7	applications	application	NOUN
aijmsr-1308	221	8	(	(	PUNCT
aijmsr-1308	221	9	ijera	ijera	NOUN
aijmsr-1308	221	10	)	)	PUNCT
aijmsr-1308	221	11	,	,	PUNCT
aijmsr-1308	221	12	2(4	2(4	NUM
aijmsr-1308	221	13	)	)	PUNCT
aijmsr-1308	221	14	,	,	PUNCT
aijmsr-1308	221	15	1303	1303	NUM
aijmsr-1308	221	16	-	-	SYM
aijmsr-1308	221	17	1309	1309	NUM
aijmsr-1308	221	18	.	.	PUNCT
aijmsr-1308	222	1	blood	blood	NOUN
aijmsr-1308	222	2	safety	safety	NOUN
aijmsr-1308	222	3	and	and	CCONJ
aijmsr-1308	222	4	availability	availability	NOUN
aijmsr-1308	222	5	.	.	PUNCT
aijmsr-1308	223	1	(	(	PUNCT
aijmsr-1308	223	2	2020	2020	NUM
aijmsr-1308	223	3	,	,	PUNCT
aijmsr-1308	223	4	june	june	PROPN
aijmsr-1308	223	5	10	10	NUM
aijmsr-1308	223	6	)	)	PUNCT
aijmsr-1308	223	7	.	.	PUNCT
aijmsr-1308	224	1	retrieved	retrieve	VERB
aijmsr-1308	224	2	june	june	PROPN
aijmsr-1308	224	3	11	11	NUM
aijmsr-1308	224	4	,	,	PUNCT
aijmsr-1308	224	5	2021	2021	NUM
aijmsr-1308	224	6	,	,	PUNCT
aijmsr-1308	224	7	from	from	ADP
aijmsr-1308	224	8	https://www.who.int/en/news-room/fact-sheets/detail/blood-safety-and-availability	https://www.who.int/en/news-room/fact-sheets/detail/blood-safety-and-availability	PROPN
aijmsr-1308	224	9	https://www.cribfb.com/journal/index.php/aijmsr	https://www.cribfb.com/journal/index.php/aijmsr	PROPN
aijmsr-1308	224	10	american	american	PROPN
aijmsr-1308	224	11	international	international	PROPN
aijmsr-1308	224	12	journal	journal	PROPN
aijmsr-1308	224	13	of	of	ADP
aijmsr-1308	224	14	multidisciplinary	multidisciplinary	ADJ
aijmsr-1308	224	15	scientific	scientific	ADJ
aijmsr-1308	224	16	research	research	NOUN
aijmsr-1308	224	17	vol	vol	NOUN
aijmsr-1308	224	18	.	.	PUNCT
aijmsr-1308	225	1	10	10	NUM
aijmsr-1308	225	2	,	,	PUNCT
aijmsr-1308	225	3	no	no	INTJ
aijmsr-1308	225	4	.	.	NOUN
aijmsr-1308	225	5	1	1	NUM
aijmsr-1308	225	6	;	;	PUNCT
aijmsr-1308	226	1	2021	2021	NUM
aijmsr-1308	226	2	10	10	NUM
aijmsr-1308	226	3	dutta	dutta	PROPN
aijmsr-1308	226	4	,	,	PUNCT
aijmsr-1308	226	5	l.	l.	PROPN
aijmsr-1308	226	6	,	,	PUNCT
aijmsr-1308	226	7	maji	maji	PROPN
aijmsr-1308	226	8	,	,	PUNCT
aijmsr-1308	226	9	g.	g.	PROPN
aijmsr-1308	226	10	,	,	PUNCT
aijmsr-1308	226	11	ghosh	ghosh	PROPN
aijmsr-1308	226	12	,	,	PUNCT
aijmsr-1308	226	13	p.	p.	PROPN
aijmsr-1308	226	14	,	,	PUNCT
aijmsr-1308	226	15	&	&	CCONJ
aijmsr-1308	226	16	sen	sen	PROPN
aijmsr-1308	226	17	,	,	PUNCT
aijmsr-1308	226	18	s.	s.	PROPN
aijmsr-1308	226	19	(	(	PUNCT
aijmsr-1308	226	20	2018	2018	NUM
aijmsr-1308	226	21	,	,	PUNCT
aijmsr-1308	226	22	october	october	PROPN
aijmsr-1308	226	23	)	)	PUNCT
aijmsr-1308	226	24	.	.	PUNCT
aijmsr-1308	227	1	an	an	DET
aijmsr-1308	227	2	integrated	integrate	VERB
aijmsr-1308	227	3	blood	blood	NOUN
aijmsr-1308	227	4	donation	donation	NOUN
aijmsr-1308	227	5	campaign	campaign	NOUN
aijmsr-1308	227	6	management	management	NOUN
aijmsr-1308	227	7	system	system	NOUN
aijmsr-1308	227	8	.	.	PUNCT
aijmsr-1308	228	1	advances	advance	NOUN
aijmsr-1308	228	2	in	in	ADP
aijmsr-1308	228	3	intelligent	intelligent	ADJ
aijmsr-1308	228	4	systems	system	NOUN
aijmsr-1308	228	5	and	and	CCONJ
aijmsr-1308	228	6	computing	computing	NOUN
aijmsr-1308	228	7	,	,	PUNCT
aijmsr-1308	228	8	133–143	133–143	NUM
aijmsr-1308	228	9	.	.	PUNCT
aijmsr-1308	229	1	https://doi.org/10.1007/978-981-13-1540-4_14	https://doi.org/10.1007/978-981-13-1540-4_14	NOUN
aijmsr-1308	229	2	eligibility	eligibility	NOUN
aijmsr-1308	229	3	requirements	requirement	NOUN
aijmsr-1308	229	4	.	.	PUNCT
aijmsr-1308	230	1	(	(	PUNCT
aijmsr-1308	230	2	n.d	n.d	PROPN
aijmsr-1308	230	3	.	.	PROPN
aijmsr-1308	230	4	)	)	PUNCT
aijmsr-1308	230	5	.	.	PUNCT
aijmsr-1308	231	1	retrieved	retrieve	VERB
aijmsr-1308	231	2	july	july	PROPN
aijmsr-1308	231	3	7	7	NUM
aijmsr-1308	231	4	,	,	PUNCT
aijmsr-1308	231	5	2021	2021	NUM
aijmsr-1308	231	6	,	,	PUNCT
aijmsr-1308	231	7	from	from	ADP
aijmsr-1308	231	8	https://www.redcrossblood.org/donateblood/how-to-donate/eligibility-requirements.html	https://www.redcrossblood.org/donateblood/how-to-donate/eligibility-requirements.html	PROPN
aijmsr-1308	231	9	fahad	fahad	PROPN
aijmsr-1308	231	10	,	,	PUNCT
aijmsr-1308	231	11	a.	a.	NOUN
aijmsr-1308	231	12	a.	a.	NOUN
aijmsr-1308	231	13	a.	a.	PROPN
aijmsr-1308	231	14	(	(	PUNCT
aijmsr-1308	231	15	2019	2019	NUM
aijmsr-1308	231	16	)	)	PUNCT
aijmsr-1308	231	17	.	.	PUNCT
aijmsr-1308	232	1	design	design	NOUN
aijmsr-1308	232	2	and	and	CCONJ
aijmsr-1308	232	3	implementation	implementation	NOUN
aijmsr-1308	232	4	of	of	ADP
aijmsr-1308	232	5	blood	blood	NOUN
aijmsr-1308	232	6	bank	bank	NOUN
aijmsr-1308	232	7	system	system	NOUN
aijmsr-1308	232	8	using	use	VERB
aijmsr-1308	232	9	web	web	NOUN
aijmsr-1308	232	10	services	service	NOUN
aijmsr-1308	232	11	in	in	ADP
aijmsr-1308	232	12	cloud	cloud	NOUN
aijmsr-1308	232	13	environment	environment	NOUN
aijmsr-1308	232	14	.	.	PUNCT
aijmsr-1308	233	1	international	international	ADJ
aijmsr-1308	233	2	journal	journal	PROPN
aijmsr-1308	233	3	of	of	ADP
aijmsr-1308	233	4	mc	mc	PROPN
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aijmsr-1308	233	6	scientific	scientific	ADJ
aijmsr-1308	233	7	research	research	NOUN
aijmsr-1308	233	8	,	,	PUNCT
aijmsr-1308	233	9	11(3	11(3	NUM
aijmsr-1308	233	10	)	)	PUNCT
aijmsr-1308	233	11	,	,	PUNCT
aijmsr-1308	233	12	09	09	NUM
aijmsr-1308	233	13	-	-	SYM
aijmsr-1308	233	14	16	16	NUM
aijmsr-1308	233	15	.	.	PUNCT
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aijmsr-1308	234	2	,	,	PUNCT
aijmsr-1308	234	3	m.	m.	NOUN
aijmsr-1308	234	4	,	,	PUNCT
aijmsr-1308	234	5	dikov	dikov	PROPN
aijmsr-1308	234	6	,	,	PUNCT
aijmsr-1308	234	7	d.	d.	PROPN
aijmsr-1308	234	8	,	,	PUNCT
aijmsr-1308	234	9	&	&	CCONJ
aijmsr-1308	234	10	velikova	velikova	PROPN
aijmsr-1308	234	11	,	,	PUNCT
aijmsr-1308	234	12	t.	t.	PROPN
aijmsr-1308	234	13	(	(	PUNCT
aijmsr-1308	234	14	2020	2020	NUM
aijmsr-1308	234	15	)	)	PUNCT
aijmsr-1308	234	16	.	.	PUNCT
aijmsr-1308	235	1	epidemiological	epidemiological	ADJ
aijmsr-1308	235	2	and	and	CCONJ
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aijmsr-1308	235	5	of	of	ADP
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aijmsr-1308	235	8	cancer	cancer	NOUN
aijmsr-1308	235	9	in	in	ADP
aijmsr-1308	235	10	a	a	DET
aijmsr-1308	235	11	bulgarian	bulgarian	NOUN
aijmsr-1308	235	12	and	and	CCONJ
aijmsr-1308	235	13	a	a	DET
aijmsr-1308	235	14	french	french	ADJ
aijmsr-1308	235	15	sample	sample	NOUN
aijmsr-1308	235	16	of	of	ADP
aijmsr-1308	235	17	patients	patient	NOUN
aijmsr-1308	235	18	.	.	PUNCT
aijmsr-1308	236	1	american	american	PROPN
aijmsr-1308	236	2	international	international	PROPN
aijmsr-1308	236	3	journal	journal	PROPN
aijmsr-1308	236	4	of	of	ADP
aijmsr-1308	236	5	multidisciplinary	multidisciplinary	ADJ
aijmsr-1308	236	6	scientific	scientific	ADJ
aijmsr-1308	236	7	research	research	NOUN
aijmsr-1308	236	8	,	,	PUNCT
aijmsr-1308	236	9	6(1	6(1	NUM
aijmsr-1308	236	10	)	)	PUNCT
aijmsr-1308	236	11	,	,	PUNCT
aijmsr-1308	236	12	1–5	1–5	PROPN
aijmsr-1308	236	13	.	.	PUNCT
aijmsr-1308	236	14	https://doi.org/10.46281/aijmsr.v6i1.547	https://doi.org/10.46281/aijmsr.v6i1.547	PROPN
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aijmsr-1308	236	16	,	,	PUNCT
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aijmsr-1308	236	18	,	,	PUNCT
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aijmsr-1308	236	20	,	,	PUNCT
aijmsr-1308	236	21	e.	e.	PROPN
aijmsr-1308	236	22	,	,	PUNCT
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aijmsr-1308	236	24	,	,	PUNCT
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aijmsr-1308	236	26	,	,	PUNCT
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aijmsr-1308	236	28	,	,	PUNCT
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aijmsr-1308	236	30	,	,	PUNCT
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aijmsr-1308	236	34	,	,	PUNCT
aijmsr-1308	236	35	&	&	CCONJ
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aijmsr-1308	236	40	(	(	PUNCT
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aijmsr-1308	236	42	)	)	PUNCT
aijmsr-1308	236	43	.	.	PUNCT
aijmsr-1308	237	1	the	the	DET
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aijmsr-1308	237	6	.	.	PUNCT
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aijmsr-1308	238	5	,	,	PUNCT
aijmsr-1308	238	6	11(1	11(1	NUM
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aijmsr-1308	238	8	,	,	PUNCT
aijmsr-1308	238	9	10–18	10–18	NUM
aijmsr-1308	238	10	.	.	NOUN
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aijmsr-1308	238	13	,	,	PUNCT
aijmsr-1308	238	14	s.	s.	PROPN
aijmsr-1308	238	15	a.	a.	PROPN
aijmsr-1308	238	16	,	,	PUNCT
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aijmsr-1308	238	18	-	-	PUNCT
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aijmsr-1308	238	20	,	,	PUNCT
aijmsr-1308	238	21	a.	a.	NOUN
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aijmsr-1308	238	23	,	,	PUNCT
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aijmsr-1308	238	25	-	-	PUNCT
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aijmsr-1308	238	30	,	,	PUNCT
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aijmsr-1308	238	32	-	-	PUNCT
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aijmsr-1308	238	34	,	,	PUNCT
aijmsr-1308	238	35	a.	a.	NOUN
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aijmsr-1308	238	37	,	,	PUNCT
aijmsr-1308	238	38	&	&	CCONJ
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aijmsr-1308	238	40	,	,	PUNCT
aijmsr-1308	238	41	b.	b.	PROPN
aijmsr-1308	238	42	s.	s.	PROPN
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aijmsr-1308	238	44	(	(	PUNCT
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aijmsr-1308	238	47	.	.	PUNCT
aijmsr-1308	239	1	online	online	ADJ
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aijmsr-1308	239	5	and	and	CCONJ
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aijmsr-1308	239	8	in	in	ADP
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aijmsr-1308	239	10	.	.	PUNCT
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aijmsr-1308	240	4	,	,	PUNCT
aijmsr-1308	240	5	11(8	11(8	NUM
aijmsr-1308	240	6	)	)	PUNCT
aijmsr-1308	240	7	.	.	PUNCT
aijmsr-1308	241	1	kirci	kirci	PROPN
aijmsr-1308	241	2	,	,	PUNCT
aijmsr-1308	241	3	p.	p.	NOUN
aijmsr-1308	241	4	,	,	PUNCT
aijmsr-1308	241	5	aktas	aktas	PROPN
aijmsr-1308	241	6	,	,	PUNCT
aijmsr-1308	241	7	s.	s.	PROPN
aijmsr-1308	241	8	,	,	PUNCT
aijmsr-1308	241	9	&	&	CCONJ
aijmsr-1308	241	10	sevinc	sevinc	PROPN
aijmsr-1308	241	11	,	,	PUNCT
aijmsr-1308	241	12	b.	b.	PROPN
aijmsr-1308	241	13	(	(	PUNCT
aijmsr-1308	241	14	2020	2020	NUM
aijmsr-1308	241	15	,	,	PUNCT
aijmsr-1308	241	16	june	june	PROPN
aijmsr-1308	241	17	)	)	PUNCT
aijmsr-1308	241	18	.	.	PUNCT
aijmsr-1308	242	1	analyzing	analyze	VERB
aijmsr-1308	242	2	blood	blood	NOUN
aijmsr-1308	242	3	donation	donation	NOUN
aijmsr-1308	242	4	probabilities	probability	NOUN
aijmsr-1308	242	5	and	and	CCONJ
aijmsr-1308	242	6	number	number	NOUN
aijmsr-1308	242	7	of	of	ADP
aijmsr-1308	242	8	possible	possible	ADJ
aijmsr-1308	242	9	donors	donor	NOUN
aijmsr-1308	242	10	.	.	PUNCT
aijmsr-1308	243	1	2020	2020	NUM
aijmsr-1308	243	2	international	international	ADJ
aijmsr-1308	243	3	congress	congress	PROPN
aijmsr-1308	243	4	on	on	ADP
aijmsr-1308	243	5	human	human	ADJ
aijmsr-1308	243	6	-	-	PUNCT
aijmsr-1308	243	7	computer	computer	NOUN
aijmsr-1308	243	8	interaction	interaction	NOUN
aijmsr-1308	243	9	,	,	PUNCT
aijmsr-1308	243	10	optimization	optimization	NOUN
aijmsr-1308	243	11	and	and	CCONJ
aijmsr-1308	243	12	robotic	robotic	ADJ
aijmsr-1308	243	13	applications	application	NOUN
aijmsr-1308	243	14	(	(	PUNCT
aijmsr-1308	243	15	hora	hora	PROPN
aijmsr-1308	243	16	)	)	PUNCT
aijmsr-1308	243	17	,	,	PUNCT
aijmsr-1308	243	18	1–4	1–4	PROPN
aijmsr-1308	243	19	.	.	PUNCT
aijmsr-1308	243	20	https://doi.org/10.1109/hora49412.2020.9152872	https://doi.org/10.1109/hora49412.2020.9152872	PROPN
aijmsr-1308	243	21	lakshmi	lakshmi	PROPN
aijmsr-1308	243	22	,	,	PUNCT
aijmsr-1308	243	23	b.	b.	PROPN
aijmsr-1308	243	24	v.	v.	PROPN
aijmsr-1308	243	25	,	,	PUNCT
aijmsr-1308	243	26	&	&	CCONJ
aijmsr-1308	243	27	kumar	kumar	PROPN
aijmsr-1308	243	28	,	,	PUNCT
aijmsr-1308	243	29	b.	b.	PROPN
aijmsr-1308	243	30	r.	r.	PROPN
aijmsr-1308	243	31	(	(	PUNCT
aijmsr-1308	243	32	2018	2018	NUM
aijmsr-1308	243	33	)	)	PUNCT
aijmsr-1308	243	34	.	.	PUNCT
aijmsr-1308	244	1	leveraging	leverage	VERB
aijmsr-1308	244	2	technologies	technology	NOUN
aijmsr-1308	244	3	to	to	PART
aijmsr-1308	244	4	redefine	redefine	VERB
aijmsr-1308	244	5	business	business	NOUN
aijmsr-1308	244	6	:	:	PUNCT
aijmsr-1308	244	7	technology	technology	NOUN
aijmsr-1308	244	8	perspective	perspective	NOUN
aijmsr-1308	244	9	.	.	PUNCT
aijmsr-1308	245	1	american	american	PROPN
aijmsr-1308	245	2	international	international	PROPN
aijmsr-1308	245	3	journal	journal	PROPN
aijmsr-1308	245	4	of	of	ADP
aijmsr-1308	245	5	multidisciplinary	multidisciplinary	ADJ
aijmsr-1308	245	6	scientific	scientific	ADJ
aijmsr-1308	245	7	research	research	NOUN
aijmsr-1308	245	8	,	,	PUNCT
aijmsr-1308	245	9	1(3	1(3	NUM
aijmsr-1308	245	10	)	)	PUNCT
aijmsr-1308	245	11	,	,	PUNCT
aijmsr-1308	245	12	1–3	1–3	PROPN
aijmsr-1308	245	13	.	.	PUNCT
aijmsr-1308	245	14	https://doi.org/10.46281/aijmsr.v1i3.187	https://doi.org/10.46281/aijmsr.v1i3.187	PROPN
aijmsr-1308	245	15	sahariar	sahariar	PROPN
aijmsr-1308	245	16	hasan	hasan	PROPN
aijmsr-1308	245	17	jiisun	jiisun	PROPN
aijmsr-1308	245	18	,	,	PUNCT
aijmsr-1308	245	19	m.	m.	NOUN
aijmsr-1308	245	20	,	,	PUNCT
aijmsr-1308	245	21	akter	akter	NOUN
aijmsr-1308	245	22	rupa	rupa	NOUN
aijmsr-1308	245	23	,	,	PUNCT
aijmsr-1308	245	24	r.	r.	PROPN
aijmsr-1308	245	25	,	,	PUNCT
aijmsr-1308	245	26	hussain	hussain	PROPN
aijmsr-1308	245	27	chowdhury	chowdhury	PROPN
aijmsr-1308	245	28	,	,	PUNCT
aijmsr-1308	245	29	m.	m.	NOUN
aijmsr-1308	245	30	,	,	PUNCT
aijmsr-1308	245	31	mushrofa	mushrofa	PROPN
aijmsr-1308	245	32	,	,	PUNCT
aijmsr-1308	245	33	h.	h.	PROPN
aijmsr-1308	245	34	,	,	PUNCT
aijmsr-1308	245	35	&	&	CCONJ
aijmsr-1308	245	36	hoque	hoque	NOUN
aijmsr-1308	245	37	,	,	PUNCT
aijmsr-1308	245	38	m.	m.	PROPN
aijmsr-1308	245	39	r.	r.	PROPN
aijmsr-1308	245	40	(	(	PUNCT
aijmsr-1308	245	41	2019	2019	NUM
aijmsr-1308	245	42	)	)	PUNCT
aijmsr-1308	245	43	.	.	PUNCT
aijmsr-1308	246	1	blood	blood	NOUN
aijmsr-1308	246	2	donation	donation	NOUN
aijmsr-1308	246	3	systems	system	NOUN
aijmsr-1308	246	4	in	in	ADP
aijmsr-1308	246	5	bangladesh	bangladesh	NOUN
aijmsr-1308	246	6	:	:	PUNCT
aijmsr-1308	246	7	problems	problem	NOUN
aijmsr-1308	246	8	and	and	CCONJ
aijmsr-1308	246	9	remedy	remedy	NOUN
aijmsr-1308	246	10	.	.	PUNCT
aijmsr-1308	247	1	international	international	ADJ
aijmsr-1308	247	2	journal	journal	PROPN
aijmsr-1308	247	3	of	of	ADP
aijmsr-1308	247	4	business	business	NOUN
aijmsr-1308	247	5	and	and	CCONJ
aijmsr-1308	247	6	management	management	NOUN
aijmsr-1308	247	7	,	,	PUNCT
aijmsr-1308	247	8	14(8	14(8	NUM
aijmsr-1308	247	9	)	)	PUNCT
aijmsr-1308	247	10	,	,	PUNCT
aijmsr-1308	247	11	145	145	NUM
aijmsr-1308	247	12	.	.	PUNCT
aijmsr-1308	248	1	https://doi.org/10.5539/ijbm.v14n8p145	https://doi.org/10.5539/ijbm.v14n8p145	NOUN
aijmsr-1308	248	2	serteva	serteva	PROPN
aijmsr-1308	248	3	,	,	PUNCT
aijmsr-1308	248	4	d.	d.	PROPN
aijmsr-1308	248	5	,	,	PUNCT
aijmsr-1308	248	6	poryazova	poryazova	PROPN
aijmsr-1308	248	7	,	,	PUNCT
aijmsr-1308	248	8	e.	e.	PROPN
aijmsr-1308	248	9	,	,	PUNCT
aijmsr-1308	248	10	&	&	CCONJ
aijmsr-1308	248	11	velikova	velikova	PROPN
aijmsr-1308	248	12	,	,	PUNCT
aijmsr-1308	248	13	t.	t.	PROPN
aijmsr-1308	248	14	(	(	PUNCT
aijmsr-1308	248	15	2019	2019	NUM
aijmsr-1308	248	16	)	)	PUNCT
aijmsr-1308	248	17	.	.	PUNCT
aijmsr-1308	249	1	endometriosis	endometriosis	NOUN
aijmsr-1308	249	2	locations	location	NOUN
aijmsr-1308	249	3	and	and	CCONJ
aijmsr-1308	249	4	coexistence	coexistence	NOUN
aijmsr-1308	249	5	with	with	ADP
aijmsr-1308	249	6	other	other	ADJ
aijmsr-1308	249	7	uterine	uterine	ADJ
aijmsr-1308	249	8	conditions	condition	NOUN
aijmsr-1308	249	9	in	in	ADP
aijmsr-1308	249	10	a	a	DET
aijmsr-1308	249	11	bulgarian	bulgarian	ADJ
aijmsr-1308	249	12	sample	sample	NOUN
aijmsr-1308	249	13	of	of	ADP
aijmsr-1308	249	14	patients	patient	NOUN
aijmsr-1308	249	15	.	.	PUNCT
aijmsr-1308	250	1	american	american	PROPN
aijmsr-1308	250	2	international	international	PROPN
aijmsr-1308	250	3	journal	journal	PROPN
aijmsr-1308	250	4	of	of	ADP
aijmsr-1308	250	5	multidisciplinary	multidisciplinary	ADJ
aijmsr-1308	250	6	scientific	scientific	ADJ
aijmsr-1308	250	7	research	research	NOUN
aijmsr-1308	250	8	,	,	PUNCT
aijmsr-1308	250	9	5(2	5(2	NUM
aijmsr-1308	250	10	)	)	PUNCT
aijmsr-1308	250	11	,	,	PUNCT
aijmsr-1308	250	12	5–9	5–9	PROPN
aijmsr-1308	250	13	.	.	PUNCT
aijmsr-1308	250	14	https://doi.org/10.46281/aijmsr.v5i2.255	https://doi.org/10.46281/aijmsr.v5i2.255	PROPN
aijmsr-1308	250	15	tithila	tithila	PROPN
aijmsr-1308	250	16	,	,	PUNCT
aijmsr-1308	250	17	k.	k.	PROPN
aijmsr-1308	250	18	k.	k.	PROPN
aijmsr-1308	251	1	(	(	PUNCT
aijmsr-1308	251	2	2019	2019	NUM
aijmsr-1308	251	3	,	,	PUNCT
aijmsr-1308	251	4	june	june	PROPN
aijmsr-1308	251	5	14	14	NUM
aijmsr-1308	251	6	)	)	PUNCT
aijmsr-1308	251	7	.	.	PUNCT
aijmsr-1308	252	1	donate	donate	VERB
aijmsr-1308	252	2	blood	blood	NOUN
aijmsr-1308	252	3	,	,	PUNCT
aijmsr-1308	252	4	save	save	VERB
aijmsr-1308	252	5	life	life	NOUN
aijmsr-1308	252	6	.	.	PUNCT
aijmsr-1308	253	1	retrieved	retrieve	VERB
aijmsr-1308	253	2	june	june	PROPN
aijmsr-1308	253	3	18	18	NUM
aijmsr-1308	253	4	,	,	PUNCT
aijmsr-1308	253	5	2021	2021	NUM
aijmsr-1308	253	6	,	,	PUNCT
aijmsr-1308	253	7	from	from	ADP
aijmsr-1308	253	8	https://www.dhakatribune.com/bangladesh/event/2019/06/15/donate-blood-save-life	https://www.dhakatribune.com/bangladesh/event/2019/06/15/donate-blood-save-life	PROPN
aijmsr-1308	253	9	velikova	velikova	X
aijmsr-1308	253	10	,	,	PUNCT
aijmsr-1308	253	11	t.	t.	PROPN
aijmsr-1308	253	12	,	,	PUNCT
aijmsr-1308	253	13	velikov	velikov	PROPN
aijmsr-1308	253	14	,	,	PUNCT
aijmsr-1308	253	15	t.	t.	PROPN
aijmsr-1308	253	16	,	,	PUNCT
aijmsr-1308	253	17	&	&	CCONJ
aijmsr-1308	253	18	mihailov	mihailov	PROPN
aijmsr-1308	253	19	,	,	PUNCT
aijmsr-1308	253	20	g.	g.	PROPN
aijmsr-1308	253	21	(	(	PUNCT
aijmsr-1308	253	22	2018	2018	NUM
aijmsr-1308	253	23	)	)	PUNCT
aijmsr-1308	253	24	.	.	PUNCT
aijmsr-1308	254	1	higher	high	ADJ
aijmsr-1308	254	2	serum	serum	NOUN
aijmsr-1308	254	3	levels	level	NOUN
aijmsr-1308	254	4	of	of	ADP
aijmsr-1308	254	5	stromelisyn	stromelisyn	NOUN
aijmsr-1308	254	6	2	2	NUM
aijmsr-1308	254	7	(	(	PUNCT
aijmsr-1308	254	8	mmp10	mmp10	PROPN
aijmsr-1308	254	9	)	)	PUNCT
aijmsr-1308	254	10	but	but	CCONJ
aijmsr-1308	254	11	not	not	PART
aijmsr-1308	254	12	matrilysin	matrilysin	VERB
aijmsr-1308	254	13	(	(	PUNCT
aijmsr-1308	254	14	mmp7	mmp7	PROPN
aijmsr-1308	254	15	)	)	PUNCT
aijmsr-1308	254	16	in	in	ADP
aijmsr-1308	254	17	patients	patient	NOUN
aijmsr-1308	254	18	with	with	ADP
aijmsr-1308	254	19	end	end	NOUN
aijmsr-1308	254	20	-	-	PUNCT
aijmsr-1308	254	21	stage	stage	NOUN
aijmsr-1308	254	22	chronic	chronic	ADJ
aijmsr-1308	254	23	kidney	kidney	NOUN
aijmsr-1308	254	24	disease	disease	NOUN
aijmsr-1308	254	25	on	on	ADP
aijmsr-1308	254	26	chroniodialysis	chroniodialysis	NOUN
aijmsr-1308	254	27	.	.	PUNCT
aijmsr-1308	255	1	american	american	PROPN
aijmsr-1308	255	2	international	international	PROPN
aijmsr-1308	255	3	journal	journal	PROPN
aijmsr-1308	255	4	of	of	ADP
aijmsr-1308	255	5	multidisciplinary	multidisciplinary	ADJ
aijmsr-1308	255	6	scientific	scientific	ADJ
aijmsr-1308	255	7	research	research	NOUN
aijmsr-1308	255	8	,	,	PUNCT
aijmsr-1308	255	9	4(1	4(1	NOUN
aijmsr-1308	255	10	)	)	PUNCT
aijmsr-1308	255	11	,	,	PUNCT
aijmsr-1308	255	12	17–21	17–21	X
aijmsr-1308	255	13	.	.	PUNCT
aijmsr-1308	256	1	https://doi.org/10.46281/aijmsr.v4i1.196	https://doi.org/10.46281/aijmsr.v4i1.196	PROPN
aijmsr-1308	256	2	https://www.cribfb.com/journal/index.php/aijmsr	https://www.cribfb.com/journal/index.php/aijmsr	PROPN
aijmsr-1308	256	3	american	american	PROPN
aijmsr-1308	256	4	international	international	PROPN
aijmsr-1308	256	5	journal	journal	PROPN
aijmsr-1308	256	6	of	of	ADP
aijmsr-1308	256	7	multidisciplinary	multidisciplinary	ADJ
aijmsr-1308	256	8	scientific	scientific	ADJ
aijmsr-1308	256	9	research	research	NOUN
aijmsr-1308	256	10	vol	vol	NOUN
aijmsr-1308	256	11	.	.	PUNCT
aijmsr-1308	257	1	10	10	NUM
aijmsr-1308	257	2	,	,	PUNCT
aijmsr-1308	257	3	no	no	INTJ
aijmsr-1308	257	4	.	.	NOUN
aijmsr-1308	257	5	1	1	NUM
aijmsr-1308	257	6	;	;	PUNCT
aijmsr-1308	257	7	2021	2021	NUM
aijmsr-1308	257	8	11	11	NUM
aijmsr-1308	257	9	world	world	PROPN
aijmsr-1308	257	10	health	health	NOUN
aijmsr-1308	257	11	organization	organization	NOUN
aijmsr-1308	257	12	.	.	PUNCT
aijmsr-1308	258	1	(	(	PUNCT
aijmsr-1308	258	2	2010	2010	NUM
aijmsr-1308	258	3	)	)	PUNCT
aijmsr-1308	258	4	.	.	PUNCT
aijmsr-1308	259	1	towards	towards	ADP
aijmsr-1308	259	2	100	100	NUM
aijmsr-1308	259	3	%	%	NOUN
aijmsr-1308	259	4	voluntary	voluntary	ADJ
aijmsr-1308	259	5	blood	blood	NOUN
aijmsr-1308	259	6	donation	donation	NOUN
aijmsr-1308	259	7	:	:	PUNCT
aijmsr-1308	259	8	a	a	DET
aijmsr-1308	259	9	global	global	ADJ
aijmsr-1308	259	10	framework	framework	NOUN
aijmsr-1308	259	11	for	for	ADP
aijmsr-1308	259	12	action	action	NOUN
aijmsr-1308	259	13	.	.	PUNCT
aijmsr-1308	260	1	yeh	yeh	PROPN
aijmsr-1308	260	2	,	,	PUNCT
aijmsr-1308	260	3	i.	i.	PROPN
aijmsr-1308	260	4	c.	c.	PROPN
aijmsr-1308	260	5	,	,	PUNCT
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aijmsr-1308	260	7	,	,	PUNCT
aijmsr-1308	260	8	k.	k.	PROPN
aijmsr-1308	260	9	j.	j.	PROPN
aijmsr-1308	260	10	,	,	PUNCT
aijmsr-1308	260	11	&	&	CCONJ
aijmsr-1308	260	12	ting	ting	PROPN
aijmsr-1308	260	13	,	,	PUNCT
aijmsr-1308	260	14	t.	t.	NOUN
aijmsr-1308	260	15	m.	m.	NOUN
aijmsr-1308	260	16	(	(	PUNCT
aijmsr-1308	260	17	2009	2009	NUM
aijmsr-1308	260	18	)	)	PUNCT
aijmsr-1308	260	19	.	.	PUNCT
aijmsr-1308	261	1	knowledge	knowledge	NOUN
aijmsr-1308	261	2	discovery	discovery	PROPN
aijmsr-1308	261	3	on	on	ADP
aijmsr-1308	261	4	rfm	rfm	PROPN
aijmsr-1308	261	5	model	model	NOUN
aijmsr-1308	261	6	using	use	VERB
aijmsr-1308	261	7	bernoulli	bernoulli	PROPN
aijmsr-1308	261	8	sequence	sequence	NOUN
aijmsr-1308	261	9	.	.	PUNCT
aijmsr-1308	262	1	expert	expert	NOUN
aijmsr-1308	262	2	systems	system	NOUN
aijmsr-1308	262	3	with	with	ADP
aijmsr-1308	262	4	applications	application	NOUN
aijmsr-1308	262	5	,	,	PUNCT
aijmsr-1308	262	6	36(3	36(3	NUM
aijmsr-1308	262	7	)	)	PUNCT
aijmsr-1308	262	8	,	,	PUNCT
aijmsr-1308	262	9	5866–5871	5866–5871	NUM
aijmsr-1308	262	10	.	.	PUNCT
aijmsr-1308	263	1	https://doi.org/10.1016/j.eswa.2008.07.018	https://doi.org/10.1016/j.eswa.2008.07.018	NOUN
aijmsr-1308	263	2	copyrights	copyright	VERB
aijmsr-1308	263	3	copyright	copyright	NOUN
aijmsr-1308	263	4	for	for	ADP
aijmsr-1308	263	5	this	this	DET
aijmsr-1308	263	6	article	article	NOUN
aijmsr-1308	263	7	is	be	AUX
aijmsr-1308	263	8	retained	retain	VERB
aijmsr-1308	263	9	by	by	ADP
aijmsr-1308	263	10	the	the	DET
aijmsr-1308	263	11	author(s	author(s	PROPN
aijmsr-1308	263	12	)	)	PUNCT
aijmsr-1308	263	13	,	,	PUNCT
aijmsr-1308	263	14	with	with	ADP
aijmsr-1308	263	15	first	first	ADJ
aijmsr-1308	263	16	publication	publication	NOUN
aijmsr-1308	263	17	rights	right	NOUN
aijmsr-1308	263	18	granted	grant	VERB
aijmsr-1308	263	19	to	to	ADP
aijmsr-1308	263	20	the	the	DET
aijmsr-1308	263	21	journal	journal	NOUN
aijmsr-1308	263	22	.	.	PUNCT
aijmsr-1308	264	1	this	this	PRON
aijmsr-1308	264	2	is	be	AUX
aijmsr-1308	264	3	an	an	DET
aijmsr-1308	264	4	open	open	ADJ
aijmsr-1308	264	5	-	-	PUNCT
aijmsr-1308	264	6	access	access	NOUN
aijmsr-1308	264	7	article	article	NOUN
aijmsr-1308	264	8	distributed	distribute	VERB
aijmsr-1308	264	9	under	under	ADP
aijmsr-1308	264	10	the	the	DET
aijmsr-1308	264	11	terms	term	NOUN
aijmsr-1308	264	12	and	and	CCONJ
aijmsr-1308	264	13	conditions	condition	NOUN
aijmsr-1308	264	14	of	of	ADP
aijmsr-1308	264	15	the	the	DET
aijmsr-1308	264	16	creative	creative	ADJ
aijmsr-1308	264	17	commons	common	NOUN
aijmsr-1308	264	18	attribution	attribution	NOUN
aijmsr-1308	264	19	license	license	NOUN
aijmsr-1308	264	20	(	(	PUNCT
aijmsr-1308	264	21	http://creativecommons.org/licenses/by/4.0	http://creativecommons.org/licenses/by/4.0	NOUN
aijmsr-1308	264	22	)	)	PUNCT