id	sid	tid	token	lemma	pos
ijpds-3481	1	1	tahilani	tahilani	X
ijpds-3481	1	2	et	et	PROPN
ijpds-3481	1	3	al	al	PROPN
ijpds-3481	1	4	artificial	artificial	PROPN
ijpds-3481	1	5	intelligence	intelligence	NOUN
ijpds-3481	1	6	in	in	ADP
ijpds-3481	1	7	pharmaceutical	pharmaceutical	NOUN
ijpds-3481	1	8	industries	industry	NOUN
ijpds-3481	1	9	vol	vol	NOUN
ijpds-3481	1	10	1	1	NUM
ijpds-3481	1	11	|	|	NOUN
ijpds-3481	1	12	issue	issue	NOUN
ijpds-3481	1	13	2	2	NUM
ijpds-3481	2	1	|	|	ADV
ijpds-3481	2	2	jul	jul	PROPN
ijpds-3481	2	3	sep	sep	PROPN
ijpds-3481	2	4	2022	2022	NUM
ijpds-3481	2	5	indian	indian	PROPN
ijpds-3481	2	6	j	j	PROPN
ijpds-3481	2	7	pharm	pharm	PROPN
ijpds-3481	2	8	drug	drug	PROPN
ijpds-3481	2	9	studies	study	NOUN
ijpds-3481	2	10	|	|	ADV
ijpds-3481	2	11	47	47	NUM
ijpds-3481	2	12	review	review	NOUN
ijpds-3481	2	13	article	article	NOUN
ijpds-3481	2	14	the	the	DET
ijpds-3481	2	15	era	era	NOUN
ijpds-3481	2	16	of	of	ADP
ijpds-3481	2	17	artificial	artificial	ADJ
ijpds-3481	2	18	intelligence	intelligence	NOUN
ijpds-3481	2	19	in	in	ADP
ijpds-3481	2	20	pharmaceutical	pharmaceutical	NOUN
ijpds-3481	2	21	industries	industry	NOUN
ijpds-3481	2	22	a	a	DET
ijpds-3481	2	23	review	review	NOUN
ijpds-3481	2	24	praveen	praveen	PROPN
ijpds-3481	2	25	tahilani1	tahilani1	PROPN
ijpds-3481	2	26	,	,	PUNCT
ijpds-3481	2	27	hemant	hemant	PROPN
ijpds-3481	2	28	swami2	swami2	PROPN
ijpds-3481	2	29	,	,	PUNCT
ijpds-3481	2	30	gaurav	gaurav	PROPN
ijpds-3481	2	31	goyanar2	goyanar2	PROPN
ijpds-3481	2	32	,	,	PUNCT
ijpds-3481	2	33	shivani	shivani	PROPN
ijpds-3481	2	34	tiwari1	tiwari1	PROPN
ijpds-3481	2	35	from	from	ADP
ijpds-3481	2	36	,	,	PUNCT
ijpds-3481	2	37	1	1	NUM
ijpds-3481	2	38	sagar	sagar	PROPN
ijpds-3481	2	39	institute	institute	PROPN
ijpds-3481	2	40	of	of	ADP
ijpds-3481	2	41	research	research	PROPN
ijpds-3481	2	42	and	and	CCONJ
ijpds-3481	2	43	technology	technology	NOUN
ijpds-3481	2	44	pharmacy	pharmacy	NOUN
ijpds-3481	2	45	,	,	PUNCT
ijpds-3481	2	46	bhopal	bhopal	NOUN
ijpds-3481	2	47	,	,	PUNCT
ijpds-3481	2	48	mp	mp	PROPN
ijpds-3481	2	49	,	,	PUNCT
ijpds-3481	2	50	2	2	NUM
ijpds-3481	2	51	school	school	NOUN
ijpds-3481	2	52	of	of	ADP
ijpds-3481	2	53	pharmaceutical	pharmaceutical	NOUN
ijpds-3481	2	54	science	science	NOUN
ijpds-3481	2	55	,	,	PUNCT
ijpds-3481	2	56	sage	sage	NOUN
ijpds-3481	2	57	university	university	NOUN
ijpds-3481	2	58	,	,	PUNCT
ijpds-3481	2	59	indore	indore	PROPN
ijpds-3481	2	60	m.p	m.p	PROPN
ijpds-3481	2	61	.	.	PROPN
ijpds-3481	2	62	corresponding	correspond	VERB
ijpds-3481	2	63	to	to	ADP
ijpds-3481	2	64	:	:	PUNCT
ijpds-3481	2	65	mr	mr	PROPN
ijpds-3481	2	66	.	.	PROPN
ijpds-3481	2	67	praveen	praveen	PROPN
ijpds-3481	2	68	tahilani	tahilani	PROPN
ijpds-3481	2	69	,	,	PUNCT
ijpds-3481	2	70	sagar	sagar	PROPN
ijpds-3481	2	71	institute	institute	PROPN
ijpds-3481	2	72	of	of	ADP
ijpds-3481	2	73	research	research	PROPN
ijpds-3481	2	74	and	and	CCONJ
ijpds-3481	2	75	technologypharmacy	technologypharmacy	NOUN
ijpds-3481	2	76	,	,	PUNCT
ijpds-3481	2	77	bhopal	bhopal	NOUN
ijpds-3481	2	78	,	,	PUNCT
ijpds-3481	2	79	m.p	m.p	PROPN
ijpds-3481	2	80	.	.	PROPN
ijpds-3481	2	81	email	email	NOUN
ijpds-3481	2	82	:	:	PUNCT
ijpds-3481	2	83	tahilanipraveen@gmail.com	tahilanipraveen@gmail.com	NOUN
ijpds-3481	2	84	,	,	PUNCT
ijpds-3481	2	85	tel	tel	ADP
ijpds-3481	2	86	:	:	PUNCT
ijpds-3481	2	87	8770501549	8770501549	NUM
ijpds-3481	2	88	abstract	abstract	NOUN
ijpds-3481	2	89	as	as	ADP
ijpds-3481	2	90	a	a	DET
ijpds-3481	2	91	growing	grow	VERB
ijpds-3481	2	92	sector	sector	NOUN
ijpds-3481	3	1	,	,	PUNCT
ijpds-3481	3	2	the	the	DET
ijpds-3481	3	3	era	era	NOUN
ijpds-3481	3	4	of	of	ADP
ijpds-3481	3	5	artificial	artificial	ADJ
ijpds-3481	3	6	intelligence	intelligence	NOUN
ijpds-3481	3	7	,	,	PUNCT
ijpds-3481	3	8	machine	machine	NOUN
ijpds-3481	3	9	learning	learning	NOUN
ijpds-3481	3	10	and	and	CCONJ
ijpds-3481	3	11	data	datum	NOUN
ijpds-3481	3	12	science	science	NOUN
ijpds-3481	3	13	in	in	ADP
ijpds-3481	3	14	the	the	DET
ijpds-3481	3	15	pharmaceutical	pharmaceutical	NOUN
ijpds-3481	3	16	industry	industry	NOUN
ijpds-3481	3	17	contributes	contribute	VERB
ijpds-3481	3	18	in	in	ADP
ijpds-3481	3	19	the	the	DET
ijpds-3481	3	20	drug	drug	NOUN
ijpds-3481	3	21	discovery	discovery	NOUN
ijpds-3481	3	22	process	process	NOUN
ijpds-3481	3	23	,	,	PUNCT
ijpds-3481	3	24	giving	give	VERB
ijpds-3481	3	25	emphasis	emphasis	NOUN
ijpds-3481	3	26	on	on	ADP
ijpds-3481	3	27	how	how	SCONJ
ijpds-3481	3	28	new	new	ADJ
ijpds-3481	3	29	technologies	technology	NOUN
ijpds-3481	3	30	have	have	AUX
ijpds-3481	3	31	improved	improve	VERB
ijpds-3481	3	32	effectiveness	effectiveness	NOUN
ijpds-3481	3	33	.	.	PUNCT
ijpds-3481	4	1	as	as	ADP
ijpds-3481	4	2	in	in	ADP
ijpds-3481	4	3	the	the	DET
ijpds-3481	4	4	current	current	ADJ
ijpds-3481	4	5	scenario	scenario	NOUN
ijpds-3481	4	6	artificial	artificial	ADJ
ijpds-3481	4	7	intelligence	intelligence	NOUN
ijpds-3481	4	8	including	include	VERB
ijpds-3481	4	9	machine	machine	NOUN
ijpds-3481	4	10	learning	learning	NOUN
ijpds-3481	4	11	may	may	AUX
ijpds-3481	4	12	be	be	AUX
ijpds-3481	4	13	considered	consider	VERB
ijpds-3481	4	14	the	the	DET
ijpds-3481	4	15	future	future	NOUN
ijpds-3481	4	16	for	for	ADP
ijpds-3481	4	17	a	a	DET
ijpds-3481	4	18	wide	wide	ADJ
ijpds-3481	4	19	range	range	NOUN
ijpds-3481	4	20	of	of	ADP
ijpds-3481	4	21	disciplines	discipline	NOUN
ijpds-3481	4	22	and	and	CCONJ
ijpds-3481	4	23	industries	industry	NOUN
ijpds-3481	4	24	specially	specially	ADV
ijpds-3481	4	25	the	the	DET
ijpds-3481	4	26	pharmaceutical	pharmaceutical	ADJ
ijpds-3481	4	27	industry	industry	NOUN
ijpds-3481	4	28	.	.	PUNCT
ijpds-3481	5	1	as	as	SCONJ
ijpds-3481	5	2	we	we	PRON
ijpds-3481	5	3	know	know	VERB
ijpds-3481	5	4	today	today	NOUN
ijpds-3481	5	5	pharmaceutical	pharmaceutical	NOUN
ijpds-3481	5	6	industries	industry	NOUN
ijpds-3481	5	7	producing	produce	VERB
ijpds-3481	5	8	a	a	DET
ijpds-3481	5	9	single	single	ADJ
ijpds-3481	5	10	approved	approve	VERB
ijpds-3481	5	11	drug	drug	NOUN
ijpds-3481	5	12	cost	cost	VERB
ijpds-3481	5	13	the	the	DET
ijpds-3481	5	14	company	company	NOUN
ijpds-3481	5	15	millions	million	NOUN
ijpds-3481	5	16	with	with	ADP
ijpds-3481	5	17	many	many	ADJ
ijpds-3481	5	18	years	year	NOUN
ijpds-3481	5	19	of	of	ADP
ijpds-3481	5	20	rigorous	rigorous	ADJ
ijpds-3481	5	21	testing	testing	NOUN
ijpds-3481	5	22	prior	prior	ADV
ijpds-3481	5	23	to	to	ADP
ijpds-3481	5	24	its	its	PRON
ijpds-3481	5	25	approval	approval	NOUN
ijpds-3481	5	26	,	,	PUNCT
ijpds-3481	5	27	reducing	reduce	VERB
ijpds-3481	5	28	costs	cost	NOUN
ijpds-3481	5	29	and	and	CCONJ
ijpds-3481	5	30	time	time	NOUN
ijpds-3481	5	31	is	be	AUX
ijpds-3481	5	32	of	of	ADP
ijpds-3481	5	33	high	high	ADJ
ijpds-3481	5	34	interest	interest	NOUN
ijpds-3481	5	35	.	.	PUNCT
ijpds-3481	6	1	the	the	DET
ijpds-3481	6	2	involvement	involvement	NOUN
ijpds-3481	6	3	of	of	ADP
ijpds-3481	6	4	artificial	artificial	ADJ
ijpds-3481	6	5	intelligence	intelligence	NOUN
ijpds-3481	6	6	will	will	AUX
ijpds-3481	6	7	be	be	AUX
ijpds-3481	6	8	useful	useful	ADJ
ijpds-3481	6	9	to	to	ADP
ijpds-3481	6	10	the	the	DET
ijpds-3481	6	11	pharmaceutical	pharmaceutical	NOUN
ijpds-3481	6	12	industry	industry	NOUN
ijpds-3481	6	13	and	and	CCONJ
ijpds-3481	6	14	also	also	ADV
ijpds-3481	6	15	be	be	AUX
ijpds-3481	6	16	of	of	ADP
ijpds-3481	6	17	interest	interest	NOUN
ijpds-3481	6	18	to	to	ADP
ijpds-3481	6	19	anyone	anyone	PRON
ijpds-3481	6	20	doing	do	VERB
ijpds-3481	6	21	research	research	NOUN
ijpds-3481	6	22	in	in	ADP
ijpds-3481	6	23	chemical	chemical	NOUN
ijpds-3481	6	24	biology	biology	NOUN
ijpds-3481	6	25	,	,	PUNCT
ijpds-3481	6	26	computational	computational	ADJ
ijpds-3481	6	27	chemistry	chemistry	NOUN
ijpds-3481	6	28	,	,	PUNCT
ijpds-3481	6	29	medicinal	medicinal	ADJ
ijpds-3481	6	30	chemistry	chemistry	NOUN
ijpds-3481	6	31	and	and	CCONJ
ijpds-3481	6	32	bioinformatics	bioinformatics	NOUN
ijpds-3481	6	33	.	.	PUNCT
ijpds-3481	7	1	key	key	ADJ
ijpds-3481	7	2	words	word	NOUN
ijpds-3481	7	3	:	:	PUNCT
ijpds-3481	7	4	artificial	artificial	ADJ
ijpds-3481	7	5	intelligence	intelligence	NOUN
ijpds-3481	7	6	,	,	PUNCT
ijpds-3481	7	7	pharmaceutical	pharmaceutical	NOUN
ijpds-3481	7	8	,	,	PUNCT
ijpds-3481	7	9	machine	machine	NOUN
ijpds-3481	7	10	learning	learning	NOUN
ijpds-3481	7	11	,	,	PUNCT
ijpds-3481	7	12	research	research	NOUN
ijpds-3481	7	13	,	,	PUNCT
ijpds-3481	7	14	chemistry	chemistry	NOUN
ijpds-3481	7	15	rtificial	rtificial	ADJ
ijpds-3481	7	16	intelligence	intelligence	NOUN
ijpds-3481	7	17	(	(	PUNCT
ijpds-3481	7	18	ai	ai	PROPN
ijpds-3481	7	19	)	)	PUNCT
ijpds-3481	7	20	is	be	AUX
ijpds-3481	7	21	a	a	DET
ijpds-3481	7	22	branch	branch	NOUN
ijpds-3481	7	23	of	of	ADP
ijpds-3481	7	24	study	study	NOUN
ijpds-3481	7	25	that	that	PRON
ijpds-3481	7	26	combines	combine	VERB
ijpds-3481	7	27	intelligent	intelligent	ADJ
ijpds-3481	7	28	machine	machine	NOUN
ijpds-3481	7	29	learning	learning	NOUN
ijpds-3481	7	30	,	,	PUNCT
ijpds-3481	7	31	particularly	particularly	ADV
ijpds-3481	7	32	intelligent	intelligent	ADJ
ijpds-3481	7	33	computer	computer	NOUN
ijpds-3481	7	34	programmes	programme	NOUN
ijpds-3481	7	35	that	that	PRON
ijpds-3481	7	36	produce	produce	VERB
ijpds-3481	7	37	outcomes	outcome	NOUN
ijpds-3481	7	38	like	like	ADP
ijpds-3481	7	39	human	human	ADJ
ijpds-3481	7	40	attention	attention	NOUN
ijpds-3481	7	41	processes	process	NOUN
ijpds-3481	7	42	[	[	X
ijpds-3481	7	43	1	1	NUM
ijpds-3481	7	44	]	]	PUNCT
ijpds-3481	7	45	.	.	PUNCT
ijpds-3481	8	1	this	this	DET
ijpds-3481	8	2	procedure	procedure	NOUN
ijpds-3481	8	3	typically	typically	ADV
ijpds-3481	8	4	entails	entail	VERB
ijpds-3481	8	5	gathering	gather	VERB
ijpds-3481	8	6	data	datum	NOUN
ijpds-3481	8	7	,	,	PUNCT
ijpds-3481	8	8	creating	create	VERB
ijpds-3481	8	9	effective	effective	ADJ
ijpds-3481	8	10	mechanisms	mechanism	NOUN
ijpds-3481	8	11	for	for	ADP
ijpds-3481	8	12	using	use	VERB
ijpds-3481	8	13	that	that	DET
ijpds-3481	8	14	data	datum	NOUN
ijpds-3481	8	15	,	,	PUNCT
ijpds-3481	8	16	illuminating	illuminate	VERB
ijpds-3481	8	17	precise	precise	ADJ
ijpds-3481	8	18	or	or	CCONJ
ijpds-3481	8	19	approximative	approximative	ADJ
ijpds-3481	8	20	conclusions	conclusion	NOUN
ijpds-3481	8	21	,	,	PUNCT
ijpds-3481	8	22	and	and	CCONJ
ijpds-3481	8	23	making	make	VERB
ijpds-3481	8	24	oneself	oneself	PRON
ijpds-3481	8	25	modifications	modification	NOUN
ijpds-3481	8	26	or	or	CCONJ
ijpds-3481	8	27	adjustments	adjustment	NOUN
ijpds-3481	8	28	[	[	X
ijpds-3481	8	29	2	2	NUM
ijpds-3481	8	30	]	]	PUNCT
ijpds-3481	8	31	.	.	PUNCT
ijpds-3481	9	1	ai	ai	VERB
ijpds-3481	9	2	is	be	AUX
ijpds-3481	9	3	typically	typically	ADV
ijpds-3481	9	4	used	use	VERB
ijpds-3481	9	5	to	to	PART
ijpds-3481	9	6	analyse	analyse	VERB
ijpds-3481	9	7	machine	machine	NOUN
ijpds-3481	9	8	learning	learn	VERB
ijpds-3481	9	9	to	to	PART
ijpds-3481	9	10	mimic	mimic	VERB
ijpds-3481	9	11	human	human	ADJ
ijpds-3481	9	12	cognitive	cognitive	ADJ
ijpds-3481	9	13	functions	function	NOUN
ijpds-3481	9	14	[	[	X
ijpds-3481	9	15	2	2	NUM
ijpds-3481	9	16	,	,	PUNCT
ijpds-3481	9	17	3	3	NUM
ijpds-3481	9	18	]	]	PUNCT
ijpds-3481	9	19	.	.	PUNCT
ijpds-3481	10	1	ai	ai	VERB
ijpds-3481	10	2	is	be	AUX
ijpds-3481	10	3	used	use	VERB
ijpds-3481	10	4	to	to	PART
ijpds-3481	10	5	conduct	conduct	VERB
ijpds-3481	10	6	analyses	analysis	NOUN
ijpds-3481	10	7	that	that	PRON
ijpds-3481	10	8	are	be	AUX
ijpds-3481	10	9	more	more	ADV
ijpds-3481	10	10	accurate	accurate	ADJ
ijpds-3481	10	11	and	and	CCONJ
ijpds-3481	10	12	to	to	PART
ijpds-3481	10	13	get	get	VERB
ijpds-3481	10	14	helpful	helpful	ADJ
ijpds-3481	10	15	interpretation	interpretation	NOUN
ijpds-3481	11	1	[	[	X
ijpds-3481	11	2	3	3	NUM
ijpds-3481	11	3	]	]	PUNCT
ijpds-3481	11	4	.	.	PUNCT
ijpds-3481	12	1	according	accord	VERB
ijpds-3481	12	2	to	to	ADP
ijpds-3481	12	3	this	this	PRON
ijpds-3481	12	4	the	the	DET
ijpds-3481	12	5	development	development	NOUN
ijpds-3481	12	6	and	and	CCONJ
ijpds-3481	12	7	invention	invention	NOUN
ijpds-3481	12	8	of	of	ADP
ijpds-3481	12	9	ai	ai	PROPN
ijpds-3481	12	10	applications	application	NOUN
ijpds-3481	12	11	are	be	AUX
ijpds-3481	12	12	frequently	frequently	ADV
ijpds-3481	12	13	linked	link	VERB
ijpds-3481	12	14	to	to	ADP
ijpds-3481	12	15	the	the	DET
ijpds-3481	12	16	concern	concern	NOUN
ijpds-3481	12	17	about	about	ADP
ijpds-3481	12	18	the	the	DET
ijpds-3481	12	19	threat	threat	NOUN
ijpds-3481	12	20	of	of	ADP
ijpds-3481	12	21	unemployment	unemployment	NOUN
ijpds-3481	12	22	.	.	PUNCT
ijpds-3481	13	1	however	however	ADV
ijpds-3481	13	2	,	,	PUNCT
ijpds-3481	13	3	practically	practically	ADV
ijpds-3481	13	4	all	all	DET
ijpds-3481	13	5	developments	development	NOUN
ijpds-3481	13	6	in	in	ADP
ijpds-3481	13	7	the	the	DET
ijpds-3481	13	8	use	use	NOUN
ijpds-3481	13	9	of	of	ADP
ijpds-3481	13	10	ai	ai	PRON
ijpds-3481	13	11	technology	technology	NOUN
ijpds-3481	13	12	are	be	AUX
ijpds-3481	13	13	being	be	AUX
ijpds-3481	13	14	applauded	applaud	VERB
ijpds-3481	13	15	because	because	SCONJ
ijpds-3481	13	16	of	of	ADP
ijpds-3481	13	17	the	the	DET
ijpds-3481	13	18	industry	industry	NOUN
ijpds-3481	13	19	's	's	PART
ijpds-3481	13	20	massive	massive	ADJ
ijpds-3481	13	21	reliance	reliance	NOUN
ijpds-3481	13	22	on	on	ADP
ijpds-3481	13	23	its	its	PRON
ijpds-3481	13	24	effectiveness	effectiveness	NOUN
ijpds-3481	13	25	.	.	PUNCT
ijpds-3481	14	1	the	the	DET
ijpds-3481	14	2	practical	practical	ADJ
ijpds-3481	14	3	uses	use	NOUN
ijpds-3481	14	4	of	of	ADP
ijpds-3481	14	5	ai	ai	PRON
ijpds-3481	14	6	technology	technology	NOUN
ijpds-3481	14	7	in	in	ADP
ijpds-3481	14	8	numerous	numerous	ADJ
ijpds-3481	14	9	technological	technological	ADJ
ijpds-3481	14	10	and	and	CCONJ
ijpds-3481	14	11	scientific	scientific	ADJ
ijpds-3481	14	12	disciplines	discipline	NOUN
ijpds-3481	14	13	have	have	AUX
ijpds-3481	14	14	recently	recently	ADV
ijpds-3481	14	15	made	make	VERB
ijpds-3481	14	16	it	it	PRON
ijpds-3481	14	17	a	a	DET
ijpds-3481	14	18	highly	highly	ADV
ijpds-3481	14	19	vital	vital	ADJ
ijpds-3481	14	20	component	component	NOUN
ijpds-3481	14	21	of	of	ADP
ijpds-3481	14	22	industry	industry	NOUN
ijpds-3481	14	23	[	[	X
ijpds-3481	14	24	3	3	NUM
ijpds-3481	14	25	,	,	PUNCT
ijpds-3481	14	26	4	4	NUM
ijpds-3481	14	27	]	]	PUNCT
ijpds-3481	14	28	.	.	PUNCT
ijpds-3481	15	1	the	the	DET
ijpds-3481	15	2	emerging	emerge	VERB
ijpds-3481	15	3	movement	movement	NOUN
ijpds-3481	15	4	to	to	PART
ijpds-3481	15	5	accept	accept	VERB
ijpds-3481	15	6	ai	ai	VERB
ijpds-3481	15	7	applications	application	NOUN
ijpds-3481	15	8	in	in	ADP
ijpds-3481	15	9	pharmacy	pharmacy	NOUN
ijpds-3481	15	10	,	,	PUNCT
ijpds-3481	15	11	including	include	VERB
ijpds-3481	15	12	drug	drug	NOUN
ijpds-3481	15	13	discovery	discovery	NOUN
ijpds-3481	15	14	,	,	PUNCT
ijpds-3481	15	15	formulation	formulation	NOUN
ijpds-3481	15	16	creation	creation	NOUN
ijpds-3481	15	17	for	for	ADP
ijpds-3481	15	18	drug	drug	NOUN
ijpds-3481	15	19	administration	administration	NOUN
ijpds-3481	15	20	,	,	PUNCT
ijpds-3481	15	21	and	and	CCONJ
ijpds-3481	15	22	other	other	ADJ
ijpds-3481	15	23	healthcare	healthcare	NOUN
ijpds-3481	15	24	applications	application	NOUN
ijpds-3481	15	25	,	,	PUNCT
ijpds-3481	15	26	has	have	AUX
ijpds-3481	15	27	already	already	ADV
ijpds-3481	15	28	moved	move	VERB
ijpds-3481	15	29	from	from	ADP
ijpds-3481	15	30	hype	hype	NOUN
ijpds-3481	15	31	to	to	PART
ijpds-3481	15	32	hope	hope	VERB
ijpds-3481	15	33	[	[	X
ijpds-3481	15	34	5	5	NUM
ijpds-3481	15	35	,	,	PUNCT
ijpds-3481	15	36	6	6	NUM
ijpds-3481	15	37	]	]	PUNCT
ijpds-3481	15	38	.	.	PUNCT
ijpds-3481	16	1	predicting	predict	VERB
ijpds-3481	16	2	in	in	ADP
ijpds-3481	16	3	vivo	vivo	ADJ
ijpds-3481	16	4	reactions	reaction	NOUN
ijpds-3481	16	5	,	,	PUNCT
ijpds-3481	16	6	therapeutic	therapeutic	ADJ
ijpds-3481	16	7	drug	drug	NOUN
ijpds-3481	16	8	pharmacokinetic	pharmacokinetic	ADJ
ijpds-3481	16	9	characteristics	characteristic	NOUN
ijpds-3481	16	10	,	,	PUNCT
ijpds-3481	16	11	appropriate	appropriate	ADJ
ijpds-3481	16	12	dose	dose	NOUN
ijpds-3481	16	13	,	,	PUNCT
ijpds-3481	16	14	etc	etc	X
ijpds-3481	16	15	.	.	X
ijpds-3481	16	16	is	be	AUX
ijpds-3481	16	17	also	also	ADV
ijpds-3481	16	18	made	make	VERB
ijpds-3481	16	19	possible	possible	ADJ
ijpds-3481	16	20	by	by	ADP
ijpds-3481	16	21	the	the	DET
ijpds-3481	16	22	use	use	NOUN
ijpds-3481	16	23	of	of	ADP
ijpds-3481	16	24	ai	ai	ADJ
ijpds-3481	16	25	models	model	NOUN
ijpds-3481	16	26	[	[	X
ijpds-3481	16	27	2	2	NUM
ijpds-3481	16	28	,	,	PUNCT
ijpds-3481	16	29	7	7	NUM
ijpds-3481	16	30	]	]	PUNCT
ijpds-3481	16	31	.	.	PUNCT
ijpds-3481	17	1	according	accord	VERB
ijpds-3481	17	2	to	to	ADP
ijpds-3481	17	3	the	the	DET
ijpds-3481	17	4	importance	importance	NOUN
ijpds-3481	17	5	of	of	ADP
ijpds-3481	17	6	pharmacokinetic	pharmacokinetic	ADJ
ijpds-3481	17	7	prediction	prediction	NOUN
ijpds-3481	17	8	of	of	ADP
ijpds-3481	17	9	drugs	drug	NOUN
ijpds-3481	17	10	,	,	PUNCT
ijpds-3481	17	11	the	the	DET
ijpds-3481	17	12	uses	use	NOUN
ijpds-3481	17	13	of	of	ADP
ijpds-3481	17	14	in	in	ADP
ijpds-3481	17	15	silico	silico	NOUN
ijpds-3481	17	16	models	model	NOUN
ijpds-3481	17	17	facilitate	facilitate	VERB
ijpds-3481	17	18	their	their	PRON
ijpds-3481	17	19	effectiveness	effectiveness	NOUN
ijpds-3481	17	20	and	and	CCONJ
ijpds-3481	17	21	inexpensiveness	inexpensiveness	NOUN
ijpds-3481	17	22	in	in	ADP
ijpds-3481	17	23	the	the	DET
ijpds-3481	17	24	drug	drug	NOUN
ijpds-3481	17	25	research	research	NOUN
ijpds-3481	17	26	[	[	X
ijpds-3481	17	27	8	8	NUM
ijpds-3481	17	28	]	]	PUNCT
ijpds-3481	17	29	.	.	PUNCT
ijpds-3481	18	1	artificial	artificial	ADJ
ijpds-3481	18	2	intelligence	intelligence	NOUN
ijpds-3481	18	3	(	(	PUNCT
ijpds-3481	18	4	ai	ai	NOUN
ijpds-3481	18	5	)	)	PUNCT
ijpds-3481	18	6	has	have	AUX
ijpds-3481	18	7	become	become	VERB
ijpds-3481	18	8	more	more	ADV
ijpds-3481	18	9	prevalent	prevalent	ADJ
ijpds-3481	18	10	in	in	ADP
ijpds-3481	18	11	a	a	DET
ijpds-3481	18	12	number	number	NOUN
ijpds-3481	18	13	of	of	ADP
ijpds-3481	18	14	societal	societal	ADJ
ijpds-3481	18	15	fields	field	NOUN
ijpds-3481	18	16	,	,	PUNCT
ijpds-3481	18	17	most	most	ADV
ijpds-3481	18	18	notably	notably	ADV
ijpds-3481	18	19	the	the	DET
ijpds-3481	18	20	pharmaceutical	pharmaceutical	ADJ
ijpds-3481	18	21	industry	industry	NOUN
ijpds-3481	18	22	.	.	PUNCT
ijpds-3481	19	1	in	in	ADP
ijpds-3481	19	2	this	this	DET
ijpds-3481	19	3	review	review	NOUN
ijpds-3481	19	4	,	,	PUNCT
ijpds-3481	19	5	we	we	PRON
ijpds-3481	19	6	focus	focus	VERB
ijpds-3481	19	7	on	on	ADP
ijpds-3481	19	8	how	how	SCONJ
ijpds-3481	19	9	ai	ai	NOUN
ijpds-3481	19	10	is	be	AUX
ijpds-3481	19	11	being	be	AUX
ijpds-3481	19	12	used	use	VERB
ijpds-3481	19	13	in	in	ADP
ijpds-3481	19	14	a	a	DET
ijpds-3481	19	15	variety	variety	NOUN
ijpds-3481	19	16	of	of	ADP
ijpds-3481	19	17	pharmaceutical	pharmaceutical	NOUN
ijpds-3481	19	18	industry	industry	NOUN
ijpds-3481	19	19	fields	field	NOUN
ijpds-3481	19	20	,	,	PUNCT
ijpds-3481	19	21	such	such	ADJ
ijpds-3481	19	22	as	as	ADP
ijpds-3481	19	23	drug	drug	NOUN
ijpds-3481	19	24	discovery	discovery	NOUN
ijpds-3481	19	25	and	and	CCONJ
ijpds-3481	19	26	development	development	NOUN
ijpds-3481	19	27	,	,	PUNCT
ijpds-3481	19	28	drug	drug	NOUN
ijpds-3481	19	29	repurposing	repurposing	NOUN
ijpds-3481	19	30	,	,	PUNCT
ijpds-3481	19	31	increasing	increase	VERB
ijpds-3481	19	32	pharmaceutical	pharmaceutical	ADJ
ijpds-3481	19	33	productivity	productivity	NOUN
ijpds-3481	19	34	,	,	PUNCT
ijpds-3481	19	35	and	and	CCONJ
ijpds-3481	19	36	clinical	clinical	ADJ
ijpds-3481	19	37	trials	trial	NOUN
ijpds-3481	19	38	,	,	PUNCT
ijpds-3481	19	39	among	among	ADP
ijpds-3481	19	40	others	other	NOUN
ijpds-3481	19	41	.	.	PUNCT
ijpds-3481	20	1	this	this	DET
ijpds-3481	20	2	use	use	NOUN
ijpds-3481	20	3	of	of	ADP
ijpds-3481	20	4	ai	ai	ADJ
ijpds-3481	20	5	lessens	lessen	NOUN
ijpds-3481	20	6	workload	workload	NOUN
ijpds-3481	20	7	of	of	ADP
ijpds-3481	20	8	human	human	ADJ
ijpds-3481	20	9	workers	worker	NOUN
ijpds-3481	20	10	while	while	SCONJ
ijpds-3481	20	11	also	also	ADV
ijpds-3481	20	12	achieving	achieve	VERB
ijpds-3481	20	13	goals	goal	NOUN
ijpds-3481	20	14	quickly	quickly	ADV
ijpds-3481	20	15	.	.	PUNCT
ijpds-3481	21	1	we	we	PRON
ijpds-3481	21	2	also	also	ADV
ijpds-3481	21	3	talk	talk	VERB
ijpds-3481	21	4	about	about	ADP
ijpds-3481	21	5	how	how	SCONJ
ijpds-3481	21	6	various	various	ADJ
ijpds-3481	21	7	ai	ai	VERB
ijpds-3481	21	8	tools	tool	NOUN
ijpds-3481	21	9	and	and	CCONJ
ijpds-3481	21	10	methodologies	methodology	NOUN
ijpds-3481	21	11	interact	interact	VERB
ijpds-3481	21	12	,	,	PUNCT
ijpds-3481	21	13	current	current	ADJ
ijpds-3481	21	14	problems	problem	NOUN
ijpds-3481	21	15	and	and	CCONJ
ijpds-3481	21	16	solutions	solution	NOUN
ijpds-3481	21	17	,	,	PUNCT
ijpds-3481	21	18	and	and	CCONJ
ijpds-3481	21	19	the	the	DET
ijpds-3481	21	20	potential	potential	ADJ
ijpds-3481	21	21	applications	application	NOUN
ijpds-3481	21	22	of	of	ADP
ijpds-3481	21	23	ai	ai	NOUN
ijpds-3481	21	24	in	in	ADP
ijpds-3481	21	25	the	the	DET
ijpds-3481	21	26	pharmaceutical	pharmaceutical	NOUN
ijpds-3481	21	27	sector	sector	NOUN
ijpds-3481	21	28	.	.	PUNCT
ijpds-3481	22	1	the	the	DET
ijpds-3481	22	2	pharmaceutical	pharmaceutical	NOUN
ijpds-3481	22	3	industry	industry	NOUN
ijpds-3481	22	4	has	have	AUX
ijpds-3481	22	5	dramatically	dramatically	ADV
ijpds-3481	22	6	increased	increase	VERB
ijpds-3481	22	7	its	its	PRON
ijpds-3481	22	8	data	data	NOUN
ijpds-3481	22	9	digitization	digitization	NOUN
ijpds-3481	22	10	during	during	ADP
ijpds-3481	22	11	the	the	DET
ijpds-3481	22	12	last	last	ADJ
ijpds-3481	22	13	few	few	ADJ
ijpds-3481	22	14	years	year	NOUN
ijpds-3481	22	15	.	.	PUNCT
ijpds-3481	23	1	the	the	DET
ijpds-3481	23	2	difficulty	difficulty	NOUN
ijpds-3481	23	3	of	of	ADP
ijpds-3481	23	4	gathering	gathering	NOUN
ijpds-3481	23	5	,	,	PUNCT
ijpds-3481	23	6	examining	examine	VERB
ijpds-3481	23	7	,	,	PUNCT
ijpds-3481	23	8	and	and	CCONJ
ijpds-3481	23	9	applying	apply	VERB
ijpds-3481	23	10	that	that	DET
ijpds-3481	23	11	knowledge	knowledge	NOUN
ijpds-3481	23	12	to	to	PART
ijpds-3481	23	13	address	address	VERB
ijpds-3481	23	14	challenging	challenge	VERB
ijpds-3481	23	15	healthcare	healthcare	NOUN
ijpds-3481	23	16	situations	situation	NOUN
ijpds-3481	23	17	is	be	AUX
ijpds-3481	23	18	a	a	DET
ijpds-3481	23	19	challenge	challenge	NOUN
ijpds-3481	23	20	that	that	PRON
ijpds-3481	23	21	comes	come	VERB
ijpds-3481	23	22	along	along	ADP
ijpds-3481	23	23	with	with	ADP
ijpds-3481	23	24	digitalization	digitalization	NOUN
ijpds-3481	23	25	[	[	X
ijpds-3481	23	26	9	9	NUM
ijpds-3481	23	27	]	]	PUNCT
ijpds-3481	23	28	.	.	PUNCT
ijpds-3481	24	1	because	because	SCONJ
ijpds-3481	24	2	ai	ai	NOUN
ijpds-3481	24	3	can	can	AUX
ijpds-3481	24	4	handle	handle	VERB
ijpds-3481	24	5	massive	massive	ADJ
ijpds-3481	24	6	amounts	amount	NOUN
ijpds-3481	24	7	of	of	ADP
ijpds-3481	24	8	data	datum	NOUN
ijpds-3481	24	9	with	with	ADP
ijpds-3481	24	10	improved	improved	ADJ
ijpds-3481	24	11	automation	automation	NOUN
ijpds-3481	24	12	,	,	PUNCT
ijpds-3481	24	13	this	this	PRON
ijpds-3481	24	14	encourages	encourage	VERB
ijpds-3481	24	15	its	its	PRON
ijpds-3481	24	16	usage	usage	NOUN
ijpds-3481	24	17	[	[	X
ijpds-3481	24	18	10	10	NUM
ijpds-3481	24	19	]	]	PUNCT
ijpds-3481	24	20	.	.	PUNCT
ijpds-3481	25	1	technology	technology	NOUN
ijpds-3481	25	2	-	-	PUNCT
ijpds-3481	25	3	based	base	VERB
ijpds-3481	25	4	artificial	artificial	ADJ
ijpds-3481	25	5	intelligence	intelligence	NOUN
ijpds-3481	25	6	(	(	PUNCT
ijpds-3481	25	7	ai	ai	NOUN
ijpds-3481	25	8	)	)	PUNCT
ijpds-3481	25	9	systems	system	NOUN
ijpds-3481	25	10	can	can	AUX
ijpds-3481	25	11	replicate	replicate	VERB
ijpds-3481	25	12	human	human	ADJ
ijpds-3481	25	13	intelligence	intelligence	NOUN
ijpds-3481	25	14	by	by	ADP
ijpds-3481	25	15	using	use	VERB
ijpds-3481	25	16	a	a	DET
ijpds-3481	25	17	variety	variety	NOUN
ijpds-3481	25	18	of	of	ADP
ijpds-3481	25	19	cutting	cut	VERB
ijpds-3481	25	20	-	-	PUNCT
ijpds-3481	25	21	edge	edge	NOUN
ijpds-3481	25	22	tools	tool	NOUN
ijpds-3481	25	23	and	and	CCONJ
ijpds-3481	25	24	networks	network	NOUN
ijpds-3481	25	25	.	.	PUNCT
ijpds-3481	26	1	however	however	ADV
ijpds-3481	26	2	,	,	PUNCT
ijpds-3481	26	3	it	it	PRON
ijpds-3481	26	4	does	do	AUX
ijpds-3481	26	5	not	not	PART
ijpds-3481	26	6	pose	pose	VERB
ijpds-3481	26	7	a	a	DET
ijpds-3481	26	8	danger	danger	NOUN
ijpds-3481	26	9	to	to	PART
ijpds-3481	26	10	totally	totally	ADV
ijpds-3481	26	11	replace	replace	VERB
ijpds-3481	26	12	human	human	ADJ
ijpds-3481	26	13	physical	physical	ADJ
ijpds-3481	26	14	presence	presence	NOUN
ijpds-3481	26	15	[	[	X
ijpds-3481	26	16	11	11	NUM
ijpds-3481	26	17	,	,	PUNCT
ijpds-3481	26	18	12	12	NUM
ijpds-3481	26	19	]	]	PUNCT
ijpds-3481	26	20	.	.	PUNCT
ijpds-3481	27	1	ai	ai	VERB
ijpds-3481	27	2	makes	make	VERB
ijpds-3481	27	3	use	use	NOUN
ijpds-3481	27	4	of	of	ADP
ijpds-3481	27	5	hardware	hardware	NOUN
ijpds-3481	27	6	and	and	CCONJ
ijpds-3481	27	7	software	software	NOUN
ijpds-3481	27	8	that	that	PRON
ijpds-3481	27	9	can	can	AUX
ijpds-3481	27	10	analyse	analyse	VERB
ijpds-3481	27	11	and	and	CCONJ
ijpds-3481	27	12	learn	learn	VERB
ijpds-3481	27	13	from	from	ADP
ijpds-3481	27	14	input	input	NOUN
ijpds-3481	27	15	data	datum	NOUN
ijpds-3481	27	16	to	to	PART
ijpds-3481	27	17	make	make	VERB
ijpds-3481	27	18	independent	independent	ADJ
ijpds-3481	27	19	judgements	judgement	NOUN
ijpds-3481	27	20	for	for	ADP
ijpds-3481	27	21	achieving	achieve	VERB
ijpds-3481	27	22	predetermined	predetermined	ADJ
ijpds-3481	27	23	goals	goal	NOUN
ijpds-3481	27	24	.	.	PUNCT
ijpds-3481	28	1	as	as	SCONJ
ijpds-3481	28	2	this	this	DET
ijpds-3481	28	3	review	review	NOUN
ijpds-3481	28	4	describes	describe	VERB
ijpds-3481	28	5	,	,	PUNCT
ijpds-3481	28	6	its	its	PRON
ijpds-3481	28	7	uses	use	NOUN
ijpds-3481	28	8	in	in	ADP
ijpds-3481	28	9	the	the	DET
ijpds-3481	28	10	pharmaceutical	pharmaceutical	NOUN
ijpds-3481	28	11	industry	industry	NOUN
ijpds-3481	28	12	are	be	AUX
ijpds-3481	28	13	constantly	constantly	ADV
ijpds-3481	28	14	expanding	expand	VERB
ijpds-3481	28	15	.	.	PUNCT
ijpds-3481	29	1	according	accord	VERB
ijpds-3481	29	2	to	to	ADP
ijpds-3481	29	3	the	the	DET
ijpds-3481	29	4	mckinsey	mckinsey	PROPN
ijpds-3481	29	5	global	global	PROPN
ijpds-3481	29	6	institute	institute	PROPN
ijpds-3481	29	7	,	,	PUNCT
ijpds-3481	29	8	the	the	DET
ijpds-3481	29	9	rapid	rapid	ADJ
ijpds-3481	29	10	advances	advance	NOUN
ijpds-3481	29	11	in	in	ADP
ijpds-3481	29	12	aia	aia	PROPN
ijpds-3481	29	13	mailto:tahilanipraveen@gmail.com	mailto:tahilanipraveen@gmail.com	X
ijpds-3481	29	14	tahilani	tahilani	X
ijpds-3481	29	15	et	et	PROPN
ijpds-3481	29	16	al	al	PROPN
ijpds-3481	29	17	artificial	artificial	PROPN
ijpds-3481	29	18	intelligence	intelligence	NOUN
ijpds-3481	29	19	in	in	ADP
ijpds-3481	29	20	pharmaceutical	pharmaceutical	NOUN
ijpds-3481	29	21	industries	industry	NOUN
ijpds-3481	29	22	vol	vol	NOUN
ijpds-3481	29	23	1	1	NUM
ijpds-3481	29	24	|	|	NOUN
ijpds-3481	29	25	issue	issue	NOUN
ijpds-3481	29	26	2	2	NUM
ijpds-3481	30	1	|	|	ADV
ijpds-3481	30	2	jul	jul	PROPN
ijpds-3481	30	3	sep	sep	PROPN
ijpds-3481	30	4	2022	2022	NUM
ijpds-3481	30	5	indian	indian	PROPN
ijpds-3481	30	6	j	j	PROPN
ijpds-3481	30	7	pharm	pharm	PROPN
ijpds-3481	30	8	drug	drug	PROPN
ijpds-3481	30	9	studies	study	NOUN
ijpds-3481	30	10	|	|	ADV
ijpds-3481	30	11	48	48	NUM
ijpds-3481	30	12	guided	guide	VERB
ijpds-3481	30	13	automation	automation	NOUN
ijpds-3481	30	14	will	will	AUX
ijpds-3481	30	15	be	be	AUX
ijpds-3481	30	16	likely	likely	ADJ
ijpds-3481	30	17	to	to	PART
ijpds-3481	30	18	completely	completely	ADV
ijpds-3481	30	19	change	change	VERB
ijpds-3481	30	20	the	the	DET
ijpds-3481	30	21	work	work	NOUN
ijpds-3481	30	22	culture	culture	NOUN
ijpds-3481	30	23	of	of	ADP
ijpds-3481	30	24	society	society	NOUN
ijpds-3481	30	25	[	[	X
ijpds-3481	30	26	13	13	NUM
ijpds-3481	30	27	,	,	PUNCT
ijpds-3481	30	28	14	14	NUM
ijpds-3481	30	29	]	]	PUNCT
ijpds-3481	30	30	.	.	PUNCT
ijpds-3481	31	1	ai	ai	VERB
ijpds-3481	31	2	:	:	PUNCT
ijpds-3481	31	3	networks	network	NOUN
ijpds-3481	31	4	and	and	CCONJ
ijpds-3481	31	5	tools	tool	NOUN
ijpds-3481	31	6	:	:	PUNCT
ijpds-3481	31	7	ai	ai	AUX
ijpds-3481	31	8	encompasses	encompass	VERB
ijpds-3481	31	9	a	a	DET
ijpds-3481	31	10	number	number	NOUN
ijpds-3481	31	11	of	of	ADP
ijpds-3481	31	12	approach	approach	NOUN
ijpds-3481	31	13	fields	field	NOUN
ijpds-3481	31	14	,	,	PUNCT
ijpds-3481	31	15	including	include	VERB
ijpds-3481	31	16	machine	machine	NOUN
ijpds-3481	31	17	learning	learning	NOUN
ijpds-3481	31	18	as	as	ADP
ijpds-3481	31	19	its	its	PRON
ijpds-3481	31	20	core	core	NOUN
ijpds-3481	31	21	paradigm	paradigm	NOUN
ijpds-3481	31	22	as	as	ADV
ijpds-3481	31	23	well	well	ADV
ijpds-3481	31	24	as	as	ADP
ijpds-3481	31	25	reasoning	reasoning	NOUN
ijpds-3481	31	26	,	,	PUNCT
ijpds-3481	31	27	knowledge	knowledge	NOUN
ijpds-3481	31	28	representation	representation	NOUN
ijpds-3481	31	29	,	,	PUNCT
ijpds-3481	31	30	and	and	CCONJ
ijpds-3481	31	31	solution	solution	NOUN
ijpds-3481	31	32	search	search	NOUN
ijpds-3481	31	33	(	(	PUNCT
ijpds-3481	31	34	ml	ml	NOUN
ijpds-3481	31	35	)	)	PUNCT
ijpds-3481	31	36	.	.	PUNCT
ijpds-3481	32	1	in	in	ADP
ijpds-3481	32	2	machine	machine	NOUN
ijpds-3481	32	3	learning	learning	NOUN
ijpds-3481	32	4	(	(	PUNCT
ijpds-3481	32	5	ml	ml	NOUN
ijpds-3481	32	6	)	)	PUNCT
ijpds-3481	32	7	,	,	PUNCT
ijpds-3481	32	8	algorithms	algorithm	NOUN
ijpds-3481	32	9	are	be	AUX
ijpds-3481	32	10	used	use	VERB
ijpds-3481	32	11	to	to	PART
ijpds-3481	32	12	find	find	VERB
ijpds-3481	32	13	patterns	pattern	NOUN
ijpds-3481	32	14	in	in	ADP
ijpds-3481	32	15	a	a	DET
ijpds-3481	32	16	set	set	NOUN
ijpds-3481	32	17	of	of	ADP
ijpds-3481	32	18	data	datum	NOUN
ijpds-3481	32	19	that	that	PRON
ijpds-3481	32	20	has	have	AUX
ijpds-3481	32	21	been	be	AUX
ijpds-3481	32	22	further	far	ADV
ijpds-3481	32	23	categorised	categorise	VERB
ijpds-3481	32	24	.	.	PUNCT
ijpds-3481	33	1	deep	deep	ADJ
ijpds-3481	33	2	learning	learning	NOUN
ijpds-3481	33	3	(	(	PUNCT
ijpds-3481	33	4	dl	dl	PROPN
ijpds-3481	33	5	)	)	PUNCT
ijpds-3481	33	6	,	,	PUNCT
ijpds-3481	33	7	a	a	DET
ijpds-3481	33	8	branch	branch	NOUN
ijpds-3481	33	9	of	of	ADP
ijpds-3481	33	10	machine	machine	NOUN
ijpds-3481	33	11	learning	learning	NOUN
ijpds-3481	33	12	that	that	PRON
ijpds-3481	33	13	uses	use	VERB
ijpds-3481	33	14	artificial	artificial	ADJ
ijpds-3481	33	15	neural	neural	ADJ
ijpds-3481	33	16	networks	network	NOUN
ijpds-3481	33	17	(	(	PUNCT
ijpds-3481	33	18	anns	anns	PROPN
ijpds-3481	33	19	)	)	PUNCT
ijpds-3481	33	20	.	.	PUNCT
ijpds-3481	34	1	these	these	PRON
ijpds-3481	34	2	are	be	AUX
ijpds-3481	34	3	a	a	DET
ijpds-3481	34	4	collection	collection	NOUN
ijpds-3481	34	5	of	of	ADP
ijpds-3481	34	6	intricately	intricately	ADV
ijpds-3481	34	7	connected	connect	VERB
ijpds-3481	34	8	computing	compute	VERB
ijpds-3481	34	9	components	component	NOUN
ijpds-3481	34	10	that	that	PRON
ijpds-3481	34	11	simulate	simulate	VERB
ijpds-3481	34	12	the	the	DET
ijpds-3481	34	13	electrical	electrical	ADJ
ijpds-3481	34	14	impulse	impulse	ADJ
ijpds-3481	34	15	transmission	transmission	NOUN
ijpds-3481	34	16	in	in	ADP
ijpds-3481	34	17	the	the	DET
ijpds-3481	34	18	human	human	ADJ
ijpds-3481	34	19	brain	brain	NOUN
ijpds-3481	34	20	by	by	ADP
ijpds-3481	34	21	using	use	VERB
ijpds-3481	34	22	"	"	PUNCT
ijpds-3481	34	23	perceptons	percepton	NOUN
ijpds-3481	34	24	"	"	PUNCT
ijpds-3481	34	25	that	that	PRON
ijpds-3481	34	26	are	be	AUX
ijpds-3481	34	27	similar	similar	ADJ
ijpds-3481	34	28	to	to	ADP
ijpds-3481	34	29	biological	biological	ADJ
ijpds-3481	34	30	human	human	ADJ
ijpds-3481	34	31	neurons	neuron	NOUN
ijpds-3481	34	32	[	[	X
ijpds-3481	34	33	15	15	NUM
ijpds-3481	34	34	]	]	PUNCT
ijpds-3481	34	35	.	.	PUNCT
ijpds-3481	35	1	every	every	DET
ijpds-3481	35	2	node	node	NOUN
ijpds-3481	35	3	in	in	ADP
ijpds-3481	35	4	an	an	DET
ijpds-3481	35	5	ann	ann	PROPN
ijpds-3481	35	6	receives	receive	VERB
ijpds-3481	35	7	a	a	DET
ijpds-3481	35	8	different	different	ADJ
ijpds-3481	35	9	input	input	NOUN
ijpds-3481	35	10	,	,	PUNCT
ijpds-3481	35	11	and	and	CCONJ
ijpds-3481	35	12	they	they	PRON
ijpds-3481	35	13	all	all	PRON
ijpds-3481	35	14	work	work	VERB
ijpds-3481	35	15	together	together	ADV
ijpds-3481	35	16	or	or	CCONJ
ijpds-3481	35	17	alone	alone	ADV
ijpds-3481	35	18	to	to	PART
ijpds-3481	35	19	solve	solve	VERB
ijpds-3481	35	20	issues	issue	NOUN
ijpds-3481	35	21	by	by	ADP
ijpds-3481	35	22	converting	convert	VERB
ijpds-3481	35	23	inputs	input	NOUN
ijpds-3481	35	24	to	to	ADP
ijpds-3481	35	25	outputs	output	NOUN
ijpds-3481	35	26	using	use	VERB
ijpds-3481	35	27	algorithms	algorithm	NOUN
ijpds-3481	35	28	[	[	X
ijpds-3481	35	29	16	16	NUM
ijpds-3481	35	30	]	]	PUNCT
ijpds-3481	35	31	.	.	PUNCT
ijpds-3481	36	1	anns	anns	PROPN
ijpds-3481	36	2	involve	involve	VERB
ijpds-3481	36	3	various	various	ADJ
ijpds-3481	36	4	types	type	NOUN
ijpds-3481	36	5	,	,	PUNCT
ijpds-3481	36	6	including	include	VERB
ijpds-3481	36	7	multilayer	multilayer	ADJ
ijpds-3481	36	8	perceptron	perceptron	PROPN
ijpds-3481	36	9	(	(	PUNCT
ijpds-3481	36	10	mlp	mlp	NOUN
ijpds-3481	36	11	)	)	PUNCT
ijpds-3481	36	12	networks	network	NOUN
ijpds-3481	36	13	,	,	PUNCT
ijpds-3481	36	14	recurrent	recurrent	ADJ
ijpds-3481	36	15	neural	neural	ADJ
ijpds-3481	36	16	networks	network	NOUN
ijpds-3481	36	17	(	(	PUNCT
ijpds-3481	36	18	rnns	rnns	PROPN
ijpds-3481	36	19	)	)	PUNCT
ijpds-3481	36	20	,	,	PUNCT
ijpds-3481	36	21	and	and	CCONJ
ijpds-3481	36	22	convolutional	convolutional	ADJ
ijpds-3481	36	23	neural	neural	ADJ
ijpds-3481	36	24	networks	network	NOUN
ijpds-3481	36	25	(	(	PUNCT
ijpds-3481	36	26	cnns	cnns	PROPN
ijpds-3481	36	27	)	)	PUNCT
ijpds-3481	36	28	,	,	PUNCT
ijpds-3481	36	29	which	which	PRON
ijpds-3481	36	30	utilize	utilize	VERB
ijpds-3481	36	31	either	either	CCONJ
ijpds-3481	36	32	supervised	supervised	ADJ
ijpds-3481	36	33	or	or	CCONJ
ijpds-3481	36	34	unsupervised	unsupervised	ADJ
ijpds-3481	36	35	training	training	NOUN
ijpds-3481	36	36	procedures	procedure	NOUN
ijpds-3481	36	37	[	[	X
ijpds-3481	36	38	17	17	NUM
ijpds-3481	36	39	,	,	PUNCT
ijpds-3481	36	40	18	18	NUM
ijpds-3481	36	41	]	]	PUNCT
ijpds-3481	36	42	.	.	PUNCT
ijpds-3481	37	1	classification	classification	NOUN
ijpds-3481	37	2	of	of	ADP
ijpds-3481	37	3	ai	ai	NOUN
ijpds-3481	37	4	according	accord	VERB
ijpds-3481	37	5	to	to	ADP
ijpds-3481	37	6	their	their	PRON
ijpds-3481	37	7	ability	ability	NOUN
ijpds-3481	37	8	,	,	PUNCT
ijpds-3481	37	9	ai	ai	VERB
ijpds-3481	37	10	can	can	AUX
ijpds-3481	37	11	be	be	AUX
ijpds-3481	37	12	categorized	categorize	VERB
ijpds-3481	37	13	as	as	ADP
ijpds-3481	37	14	i	i	NOUN
ijpds-3481	37	15	)	)	PUNCT
ijpds-3481	37	16	artificial	artificial	ADJ
ijpds-3481	37	17	narrow	narrow	ADJ
ijpds-3481	37	18	intelligence	intelligence	NOUN
ijpds-3481	37	19	(	(	PUNCT
ijpds-3481	37	20	ani	ani	NOUN
ijpds-3481	37	21	)	)	PUNCT
ijpds-3481	37	22	or	or	CCONJ
ijpds-3481	37	23	weak	weak	ADJ
ijpds-3481	37	24	ai	ai	NOUN
ijpds-3481	37	25	:	:	PUNCT
ijpds-3481	37	26	it	it	PRON
ijpds-3481	37	27	performs	perform	VERB
ijpds-3481	37	28	a	a	DET
ijpds-3481	37	29	narrow	narrow	ADJ
ijpds-3481	37	30	range	range	NOUN
ijpds-3481	37	31	task	task	NOUN
ijpds-3481	37	32	,	,	PUNCT
ijpds-3481	37	33	i.e.	i.e.	X
ijpds-3481	37	34	,	,	PUNCT
ijpds-3481	37	35	facial	facial	ADJ
ijpds-3481	37	36	identification	identification	NOUN
ijpds-3481	37	37	,	,	PUNCT
ijpds-3481	37	38	steering	steer	VERB
ijpds-3481	37	39	a	a	DET
ijpds-3481	37	40	car	car	NOUN
ijpds-3481	37	41	,	,	PUNCT
ijpds-3481	37	42	practicing	practice	VERB
ijpds-3481	37	43	chess	chess	NOUN
ijpds-3481	37	44	,	,	PUNCT
ijpds-3481	37	45	traffic	traffic	NOUN
ijpds-3481	37	46	signalling	signalling	NOUN
ijpds-3481	37	47	,	,	PUNCT
ijpds-3481	37	48	etc	etc	X
ijpds-3481	37	49	.	.	X
ijpds-3481	37	50	ii	ii	PROPN
ijpds-3481	37	51	)	)	PUNCT
ijpds-3481	37	52	artificial	artificial	ADJ
ijpds-3481	37	53	general	general	ADJ
ijpds-3481	37	54	intelligence	intelligence	NOUN
ijpds-3481	37	55	(	(	PUNCT
ijpds-3481	37	56	agi	agi	NOUN
ijpds-3481	37	57	)	)	PUNCT
ijpds-3481	37	58	or	or	CCONJ
ijpds-3481	37	59	strong	strong	ADJ
ijpds-3481	37	60	ai	ai	VERB
ijpds-3481	37	61	:	:	PUNCT
ijpds-3481	37	62	it	it	PRON
ijpds-3481	37	63	performs	perform	VERB
ijpds-3481	37	64	all	all	DET
ijpds-3481	37	65	the	the	DET
ijpds-3481	37	66	things	thing	NOUN
ijpds-3481	37	67	as	as	ADP
ijpds-3481	37	68	humans	human	NOUN
ijpds-3481	37	69	and	and	CCONJ
ijpds-3481	37	70	also	also	ADV
ijpds-3481	37	71	known	know	VERB
ijpds-3481	37	72	as	as	ADP
ijpds-3481	37	73	human	human	ADJ
ijpds-3481	37	74	level	level	NOUN
ijpds-3481	37	75	ai	ai	VERB
ijpds-3481	37	76	.	.	PUNCT
ijpds-3481	38	1	it	it	PRON
ijpds-3481	38	2	can	can	AUX
ijpds-3481	38	3	simplify	simplify	VERB
ijpds-3481	38	4	human	human	ADJ
ijpds-3481	38	5	intellectual	intellectual	ADJ
ijpds-3481	38	6	abilities	ability	NOUN
ijpds-3481	38	7	and	and	CCONJ
ijpds-3481	38	8	able	able	ADJ
ijpds-3481	38	9	to	to	PART
ijpds-3481	38	10	do	do	VERB
ijpds-3481	38	11	unfamiliar	unfamiliar	ADJ
ijpds-3481	38	12	task	task	NOUN
ijpds-3481	38	13	.	.	PUNCT
ijpds-3481	39	1	iii	iii	X
ijpds-3481	39	2	)	)	PUNCT
ijpds-3481	39	3	artificial	artificial	ADJ
ijpds-3481	39	4	super	super	ADJ
ijpds-3481	39	5	intelligence	intelligence	NOUN
ijpds-3481	39	6	(	(	PUNCT
ijpds-3481	39	7	asi	asi	NOUN
ijpds-3481	39	8	):	):	PUNCT
ijpds-3481	39	9	it	it	PRON
ijpds-3481	39	10	is	be	AUX
ijpds-3481	39	11	smarter	smart	ADJ
ijpds-3481	39	12	than	than	ADP
ijpds-3481	39	13	humans	human	NOUN
ijpds-3481	39	14	and	and	CCONJ
ijpds-3481	39	15	has	have	VERB
ijpds-3481	39	16	much	much	ADV
ijpds-3481	39	17	more	more	ADJ
ijpds-3481	39	18	activity	activity	NOUN
ijpds-3481	39	19	than	than	ADP
ijpds-3481	39	20	humans	human	NOUN
ijpds-3481	39	21	drawing	draw	VERB
ijpds-3481	39	22	,	,	PUNCT
ijpds-3481	39	23	mathematics	mathematic	NOUN
ijpds-3481	39	24	,	,	PUNCT
ijpds-3481	39	25	space	space	NOUN
ijpds-3481	39	26	,	,	PUNCT
ijpds-3481	39	27	etc	etc	X
ijpds-3481	39	28	.	.	X
ijpds-3481	40	1	according	accord	VERB
ijpds-3481	40	2	to	to	ADP
ijpds-3481	40	3	their	their	PRON
ijpds-3481	40	4	presence	presence	NOUN
ijpds-3481	40	5	and	and	CCONJ
ijpds-3481	40	6	not	not	PART
ijpds-3481	40	7	yet	yet	ADV
ijpds-3481	40	8	present	present	ADJ
ijpds-3481	40	9	,	,	PUNCT
ijpds-3481	40	10	ai	ai	VERB
ijpds-3481	40	11	can	can	AUX
ijpds-3481	40	12	be	be	AUX
ijpds-3481	40	13	classified	classify	VERB
ijpds-3481	40	14	as	as	SCONJ
ijpds-3481	40	15	follows	follow	VERB
ijpds-3481	40	16	i	i	PRON
ijpds-3481	40	17	)	)	PUNCT
ijpds-3481	40	18	type	type	NOUN
ijpds-3481	40	19	1	1	NUM
ijpds-3481	40	20	:	:	PUNCT
ijpds-3481	40	21	it	it	PRON
ijpds-3481	40	22	is	be	AUX
ijpds-3481	40	23	used	use	VERB
ijpds-3481	40	24	for	for	ADP
ijpds-3481	40	25	narrow	narrow	ADJ
ijpds-3481	40	26	purpose	purpose	NOUN
ijpds-3481	40	27	applications	application	NOUN
ijpds-3481	40	28	,	,	PUNCT
ijpds-3481	40	29	which	which	PRON
ijpds-3481	40	30	can	can	AUX
ijpds-3481	40	31	not	not	PART
ijpds-3481	40	32	use	use	VERB
ijpds-3481	40	33	past	past	ADJ
ijpds-3481	40	34	experiences	experience	NOUN
ijpds-3481	40	35	as	as	SCONJ
ijpds-3481	40	36	it	it	PRON
ijpds-3481	40	37	has	have	VERB
ijpds-3481	40	38	no	no	DET
ijpds-3481	40	39	memory	memory	NOUN
ijpds-3481	40	40	system	system	NOUN
ijpds-3481	40	41	.	.	PUNCT
ijpds-3481	41	1	it	it	PRON
ijpds-3481	41	2	is	be	AUX
ijpds-3481	41	3	known	know	VERB
ijpds-3481	41	4	as	as	ADP
ijpds-3481	41	5	reactive	reactive	ADJ
ijpds-3481	41	6	machine	machine	NOUN
ijpds-3481	41	7	.	.	PUNCT
ijpds-3481	42	1	there	there	PRON
ijpds-3481	42	2	are	be	VERB
ijpds-3481	42	3	some	some	DET
ijpds-3481	42	4	examples	example	NOUN
ijpds-3481	42	5	of	of	ADP
ijpds-3481	42	6	this	this	DET
ijpds-3481	42	7	memory	memory	NOUN
ijpds-3481	42	8	,	,	PUNCT
ijpds-3481	42	9	such	such	ADJ
ijpds-3481	42	10	as	as	ADP
ijpds-3481	42	11	a	a	DET
ijpds-3481	42	12	ibm	ibm	PROPN
ijpds-3481	42	13	chess	chess	NOUN
ijpds-3481	42	14	program	program	NOUN
ijpds-3481	42	15	,	,	PUNCT
ijpds-3481	42	16	which	which	PRON
ijpds-3481	42	17	can	can	AUX
ijpds-3481	42	18	recognize	recognize	VERB
ijpds-3481	42	19	the	the	DET
ijpds-3481	42	20	checkers	checker	NOUN
ijpds-3481	42	21	on	on	ADP
ijpds-3481	42	22	the	the	DET
ijpds-3481	42	23	chess	chess	NOUN
ijpds-3481	42	24	playing	playing	NOUN
ijpds-3481	42	25	board	board	NOUN
ijpds-3481	42	26	and	and	CCONJ
ijpds-3481	42	27	capable	capable	ADJ
ijpds-3481	42	28	of	of	ADP
ijpds-3481	42	29	making	make	VERB
ijpds-3481	42	30	predictions	prediction	NOUN
ijpds-3481	42	31	.	.	PUNCT
ijpds-3481	43	1	ii	ii	NOUN
ijpds-3481	43	2	)	)	PUNCT
ijpds-3481	43	3	type	type	NOUN
ijpds-3481	43	4	2	2	NUM
ijpds-3481	44	1	:	:	PUNCT
ijpds-3481	44	2	it	it	PRON
ijpds-3481	44	3	has	have	VERB
ijpds-3481	44	4	limited	limit	VERB
ijpds-3481	44	5	memory	memory	NOUN
ijpds-3481	44	6	system	system	NOUN
ijpds-3481	44	7	,	,	PUNCT
ijpds-3481	44	8	which	which	PRON
ijpds-3481	44	9	can	can	AUX
ijpds-3481	44	10	apply	apply	VERB
ijpds-3481	44	11	the	the	DET
ijpds-3481	44	12	previous	previous	ADJ
ijpds-3481	44	13	experiences	experience	NOUN
ijpds-3481	44	14	for	for	ADP
ijpds-3481	44	15	solving	solve	VERB
ijpds-3481	44	16	different	different	ADJ
ijpds-3481	44	17	problems	problem	NOUN
ijpds-3481	44	18	.	.	PUNCT
ijpds-3481	45	1	in	in	ADP
ijpds-3481	45	2	automatic	automatic	ADJ
ijpds-3481	45	3	vehicles	vehicle	NOUN
ijpds-3481	45	4	,	,	PUNCT
ijpds-3481	45	5	this	this	DET
ijpds-3481	45	6	system	system	NOUN
ijpds-3481	45	7	is	be	AUX
ijpds-3481	45	8	capable	capable	ADJ
ijpds-3481	45	9	of	of	ADP
ijpds-3481	45	10	making	make	VERB
ijpds-3481	45	11	decisions	decision	NOUN
ijpds-3481	45	12	there	there	PRON
ijpds-3481	45	13	are	be	VERB
ijpds-3481	45	14	some	some	DET
ijpds-3481	45	15	recorded	record	VERB
ijpds-3481	45	16	observations	observation	NOUN
ijpds-3481	45	17	,	,	PUNCT
ijpds-3481	45	18	which	which	PRON
ijpds-3481	45	19	are	be	AUX
ijpds-3481	45	20	used	use	VERB
ijpds-3481	45	21	to	to	PART
ijpds-3481	45	22	record	record	VERB
ijpds-3481	45	23	further	further	ADJ
ijpds-3481	45	24	actions	action	NOUN
ijpds-3481	45	25	,	,	PUNCT
ijpds-3481	45	26	but	but	CCONJ
ijpds-3481	45	27	these	these	DET
ijpds-3481	45	28	records	record	NOUN
ijpds-3481	45	29	are	be	AUX
ijpds-3481	45	30	not	not	PART
ijpds-3481	45	31	stored	store	VERB
ijpds-3481	45	32	permanently	permanently	ADV
ijpds-3481	45	33	.	.	PUNCT
ijpds-3481	46	1	iii	iii	X
ijpds-3481	46	2	)	)	PUNCT
ijpds-3481	46	3	type	type	NOUN
ijpds-3481	46	4	3	3	NUM
ijpds-3481	46	5	:	:	PUNCT
ijpds-3481	46	6	it	it	PRON
ijpds-3481	46	7	is	be	AUX
ijpds-3481	46	8	based	base	VERB
ijpds-3481	46	9	upon	upon	SCONJ
ijpds-3481	46	10	“	"	PUNCT
ijpds-3481	46	11	theory	theory	NOUN
ijpds-3481	46	12	of	of	ADP
ijpds-3481	46	13	mind	mind	NOUN
ijpds-3481	46	14	”	"	PUNCT
ijpds-3481	46	15	.	.	PUNCT
ijpds-3481	47	1	it	it	PRON
ijpds-3481	47	2	means	mean	VERB
ijpds-3481	47	3	that	that	SCONJ
ijpds-3481	47	4	the	the	DET
ijpds-3481	47	5	decisions	decision	NOUN
ijpds-3481	47	6	that	that	PRON
ijpds-3481	47	7	human	human	ADJ
ijpds-3481	47	8	beings	being	NOUN
ijpds-3481	47	9	make	make	VERB
ijpds-3481	47	10	are	be	AUX
ijpds-3481	47	11	impinged	impinge	VERB
ijpds-3481	47	12	by	by	ADP
ijpds-3481	47	13	their	their	PRON
ijpds-3481	47	14	individual	individual	ADJ
ijpds-3481	47	15	thinking	thinking	NOUN
ijpds-3481	47	16	,	,	PUNCT
ijpds-3481	47	17	intentions	intention	NOUN
ijpds-3481	47	18	and	and	CCONJ
ijpds-3481	47	19	desires	desire	NOUN
ijpds-3481	47	20	.	.	PUNCT
ijpds-3481	48	1	this	this	DET
ijpds-3481	48	2	system	system	NOUN
ijpds-3481	48	3	is	be	AUX
ijpds-3481	48	4	nonexisting	nonexiste	VERB
ijpds-3481	48	5	ai	ai	VERB
ijpds-3481	48	6	.	.	PROPN
ijpds-3481	48	7	iv	iv	X
ijpds-3481	48	8	)	)	PUNCT
ijpds-3481	48	9	type	type	NOUN
ijpds-3481	48	10	4	4	NUM
ijpds-3481	48	11	:	:	PUNCT
ijpds-3481	48	12	it	it	PRON
ijpds-3481	48	13	has	have	VERB
ijpds-3481	48	14	self	self	NOUN
ijpds-3481	48	15	-	-	PUNCT
ijpds-3481	48	16	awareness	awareness	NOUN
ijpds-3481	48	17	,	,	PUNCT
ijpds-3481	48	18	i.e.	i.e.	X
ijpds-3481	48	19	,	,	PUNCT
ijpds-3481	48	20	the	the	DET
ijpds-3481	48	21	sense	sense	NOUN
ijpds-3481	48	22	of	of	ADP
ijpds-3481	48	23	self	self	NOUN
ijpds-3481	48	24	and	and	CCONJ
ijpds-3481	48	25	consciousness	consciousness	NOUN
ijpds-3481	48	26	.	.	PUNCT
ijpds-3481	49	1	this	this	DET
ijpds-3481	49	2	system	system	NOUN
ijpds-3481	49	3	is	be	AUX
ijpds-3481	49	4	also	also	ADV
ijpds-3481	49	5	non	non	ADJ
ijpds-3481	49	6	-	-	ADJ
ijpds-3481	49	7	existing	existing	ADJ
ijpds-3481	49	8	ai	ai	NOUN
ijpds-3481	49	9	.	.	PUNCT
ijpds-3481	50	1	artificial	artificial	ADJ
ijpds-3481	50	2	intelligence	intelligence	NOUN
ijpds-3481	50	3	and	and	CCONJ
ijpds-3481	50	4	robotics	robotic	NOUN
ijpds-3481	50	5	:	:	PUNCT
ijpds-3481	50	6	robotics	robotic	NOUN
ijpds-3481	50	7	and	and	CCONJ
ijpds-3481	50	8	artificial	artificial	ADJ
ijpds-3481	50	9	intelligence	intelligence	NOUN
ijpds-3481	50	10	share	share	VERB
ijpds-3481	50	11	a	a	DET
ijpds-3481	50	12	shared	share	VERB
ijpds-3481	50	13	origin	origin	NOUN
ijpds-3481	50	14	and	and	CCONJ
ijpds-3481	50	15	a	a	DET
ijpds-3481	50	16	long	long	ADJ
ijpds-3481	50	17	history	history	NOUN
ijpds-3481	50	18	of	of	ADP
ijpds-3481	50	19	interaction	interaction	NOUN
ijpds-3481	50	20	and	and	CCONJ
ijpds-3481	50	21	scholarly	scholarly	ADJ
ijpds-3481	50	22	debate	debate	NOUN
ijpds-3481	50	23	.	.	PUNCT
ijpds-3481	51	1	it	it	PRON
ijpds-3481	51	2	might	might	AUX
ijpds-3481	51	3	be	be	AUX
ijpds-3481	51	4	argued	argue	VERB
ijpds-3481	51	5	that	that	SCONJ
ijpds-3481	51	6	not	not	PART
ijpds-3481	51	7	all	all	DET
ijpds-3481	51	8	machines	machine	NOUN
ijpds-3481	51	9	are	be	AUX
ijpds-3481	51	10	robots	robot	NOUN
ijpds-3481	51	11	,	,	PUNCT
ijpds-3481	51	12	and	and	CCONJ
ijpds-3481	51	13	that	that	SCONJ
ijpds-3481	51	14	artificial	artificial	ADJ
ijpds-3481	51	15	intelligence	intelligence	NOUN
ijpds-3481	51	16	likewise	likewise	ADV
ijpds-3481	51	17	has	have	VERB
ijpds-3481	51	18	concerns	concern	NOUN
ijpds-3481	51	19	for	for	ADP
ijpds-3481	51	20	virtual	virtual	ADJ
ijpds-3481	51	21	agents	agent	NOUN
ijpds-3481	51	22	.	.	PUNCT
ijpds-3481	52	1	robots	robot	NOUN
ijpds-3481	52	2	are	be	AUX
ijpds-3481	52	3	produced	produce	VERB
ijpds-3481	52	4	as	as	ADP
ijpds-3481	52	5	hardware	hardware	NOUN
ijpds-3481	52	6	and	and	CCONJ
ijpds-3481	52	7	artificial	artificial	ADJ
ijpds-3481	52	8	intelligence	intelligence	NOUN
ijpds-3481	52	9	is	be	AUX
ijpds-3481	52	10	a	a	DET
ijpds-3481	52	11	hypothesis	hypothesis	NOUN
ijpds-3481	52	12	.	.	PUNCT
ijpds-3481	53	1	the	the	DET
ijpds-3481	53	2	two	two	NUM
ijpds-3481	53	3	are	be	AUX
ijpds-3481	53	4	related	relate	VERB
ijpds-3481	53	5	because	because	SCONJ
ijpds-3481	53	6	a	a	DET
ijpds-3481	53	7	software	software	NOUN
ijpds-3481	53	8	agent	agent	NOUN
ijpds-3481	53	9	that	that	PRON
ijpds-3481	53	10	controls	control	VERB
ijpds-3481	53	11	the	the	DET
ijpds-3481	53	12	robot	robot	NOUN
ijpds-3481	53	13	examines	examine	VERB
ijpds-3481	53	14	data	datum	NOUN
ijpds-3481	53	15	from	from	ADP
ijpds-3481	53	16	these	these	DET
ijpds-3481	53	17	sensors	sensor	NOUN
ijpds-3481	53	18	,	,	PUNCT
ijpds-3481	53	19	decides	decide	VERB
ijpds-3481	53	20	what	what	PRON
ijpds-3481	53	21	to	to	PART
ijpds-3481	53	22	do	do	VERB
ijpds-3481	53	23	next	next	ADV
ijpds-3481	53	24	,	,	PUNCT
ijpds-3481	53	25	and	and	CCONJ
ijpds-3481	53	26	then	then	ADV
ijpds-3481	53	27	directs	direct	VERB
ijpds-3481	53	28	the	the	DET
ijpds-3481	53	29	actions	action	NOUN
ijpds-3481	53	30	to	to	PART
ijpds-3481	53	31	be	be	AUX
ijpds-3481	53	32	taken	take	VERB
ijpds-3481	53	33	in	in	ADP
ijpds-3481	53	34	the	the	DET
ijpds-3481	53	35	real	real	ADJ
ijpds-3481	53	36	environment	environment	NOUN
ijpds-3481	53	37	.	.	PUNCT
ijpds-3481	54	1	it	it	PRON
ijpds-3481	54	2	has	have	VERB
ijpds-3481	54	3	numerous	numerous	ADJ
ijpds-3481	54	4	robotics	robotic	NOUN
ijpds-3481	54	5	applications	application	NOUN
ijpds-3481	54	6	[	[	X
ijpds-3481	54	7	20	20	NUM
ijpds-3481	54	8	]	]	PUNCT
ijpds-3481	54	9	.	.	PUNCT
ijpds-3481	55	1	patients	patient	NOUN
ijpds-3481	55	2	will	will	AUX
ijpds-3481	55	3	also	also	ADV
ijpds-3481	55	4	look	look	VERB
ijpds-3481	55	5	into	into	ADP
ijpds-3481	55	6	potential	potential	ADJ
ijpds-3481	55	7	drug	drug	NOUN
ijpds-3481	55	8	options	option	NOUN
ijpds-3481	55	9	as	as	SCONJ
ijpds-3481	55	10	they	they	PRON
ijpds-3481	55	11	become	become	VERB
ijpds-3481	55	12	more	more	ADV
ijpds-3481	55	13	involved	involved	ADJ
ijpds-3481	55	14	in	in	ADP
ijpds-3481	55	15	their	their	PRON
ijpds-3481	55	16	healthcare	healthcare	NOUN
ijpds-3481	55	17	decision	decision	NOUN
ijpds-3481	55	18	.	.	PUNCT
ijpds-3481	56	1	through	through	ADP
ijpds-3481	56	2	target	target	NOUN
ijpds-3481	56	3	audience	audience	NOUN
ijpds-3481	56	4	marketing	marketing	NOUN
ijpds-3481	56	5	,	,	PUNCT
ijpds-3481	56	6	pharmaceutical	pharmaceutical	ADJ
ijpds-3481	56	7	companies	company	NOUN
ijpds-3481	56	8	can	can	AUX
ijpds-3481	56	9	further	far	ADV
ijpds-3481	56	10	assure	assure	VERB
ijpds-3481	56	11	the	the	DET
ijpds-3481	56	12	right	right	ADJ
ijpds-3481	56	13	information	information	NOUN
ijpds-3481	56	14	is	be	AUX
ijpds-3481	56	15	presented	present	VERB
ijpds-3481	56	16	at	at	ADP
ijpds-3481	56	17	the	the	DET
ijpds-3481	56	18	right	right	ADJ
ijpds-3481	56	19	time	time	NOUN
ijpds-3481	56	20	to	to	PART
ijpds-3481	56	21	facilitate	facilitate	VERB
ijpds-3481	56	22	informed	informed	ADJ
ijpds-3481	56	23	patent	patent	NOUN
ijpds-3481	56	24	and	and	CCONJ
ijpds-3481	56	25	provider	provider	NOUN
ijpds-3481	56	26	discussions	discussion	NOUN
ijpds-3481	57	1	[	[	X
ijpds-3481	57	2	19	19	NUM
ijpds-3481	57	3	]	]	PUNCT
ijpds-3481	57	4	.	.	PUNCT
ijpds-3481	58	1	“	"	PUNCT
ijpds-3481	58	2	it	it	PRON
ijpds-3481	58	3	is	be	AUX
ijpds-3481	58	4	time	time	NOUN
ijpds-3481	58	5	for	for	ADP
ijpds-3481	58	6	connected	connected	ADJ
ijpds-3481	58	7	pharma	pharma	NOUN
ijpds-3481	58	8	”	"	PUNCT
ijpds-3481	58	9	:	:	PUNCT
ijpds-3481	58	10	however	however	ADV
ijpds-3481	58	11	,	,	PUNCT
ijpds-3481	58	12	progress	progress	NOUN
ijpds-3481	58	13	is	be	AUX
ijpds-3481	58	14	far	far	ADV
ijpds-3481	58	15	from	from	ADP
ijpds-3481	58	16	uniform	uniform	NOUN
ijpds-3481	58	17	and	and	CCONJ
ijpds-3481	58	18	progress	progress	NOUN
ijpds-3481	58	19	is	be	AUX
ijpds-3481	58	20	likely	likely	ADJ
ijpds-3481	58	21	to	to	PART
ijpds-3481	58	22	be	be	AUX
ijpds-3481	58	23	“	"	PUNCT
ijpds-3481	58	24	lumpy	lumpy	NOUN
ijpds-3481	58	25	”	"	PUNCT
ijpds-3481	58	26	at	at	ADP
ijpds-3481	58	27	best	well	ADV
ijpds-3481	58	28	.	.	PUNCT
ijpds-3481	59	1	ai	ai	VERB
ijpds-3481	59	2	technology	technology	NOUN
ijpds-3481	59	3	is	be	AUX
ijpds-3481	59	4	well	well	ADV
ijpds-3481	59	5	on	on	ADP
ijpds-3481	59	6	its	its	PRON
ijpds-3481	59	7	way	way	NOUN
ijpds-3481	59	8	to	to	ADP
ijpds-3481	59	9	becoming	become	VERB
ijpds-3481	59	10	ubiquitous	ubiquitous	ADJ
ijpds-3481	59	11	and	and	CCONJ
ijpds-3481	59	12	has	have	VERB
ijpds-3481	59	13	huge	huge	ADJ
ijpds-3481	59	14	scope	scope	NOUN
ijpds-3481	59	15	,	,	PUNCT
ijpds-3481	59	16	enhancing	enhance	VERB
ijpds-3481	59	17	technology	technology	NOUN
ijpds-3481	59	18	at	at	ADP
ijpds-3481	59	19	many	many	ADJ
ijpds-3481	59	20	levels	level	NOUN
ijpds-3481	59	21	,	,	PUNCT
ijpds-3481	59	22	leading	lead	VERB
ijpds-3481	59	23	to	to	ADP
ijpds-3481	59	24	much	much	ADV
ijpds-3481	59	25	better	well	ADJ
ijpds-3481	59	26	,	,	PUNCT
ijpds-3481	59	27	faster	fast	ADJ
ijpds-3481	59	28	patient	patient	ADJ
ijpds-3481	59	29	outcomes	outcome	NOUN
ijpds-3481	59	30	.	.	PUNCT
ijpds-3481	60	1	pharmaceutical	pharmaceutical	ADJ
ijpds-3481	60	2	automation	automation	NOUN
ijpds-3481	60	3	:	:	PUNCT
ijpds-3481	60	4	assisted	assist	VERB
ijpds-3481	60	5	by	by	ADP
ijpds-3481	60	6	artificial	artificial	ADJ
ijpds-3481	60	7	intelligence	intelligence	NOUN
ijpds-3481	60	8	industrialization	industrialization	NOUN
ijpds-3481	60	9	produced	produce	VERB
ijpds-3481	60	10	automation	automation	NOUN
ijpds-3481	60	11	because	because	SCONJ
ijpds-3481	60	12	it	it	PRON
ijpds-3481	60	13	was	be	AUX
ijpds-3481	60	14	necessary	necessary	ADJ
ijpds-3481	60	15	to	to	PART
ijpds-3481	60	16	boost	boost	VERB
ijpds-3481	60	17	output	output	NOUN
ijpds-3481	60	18	,	,	PUNCT
ijpds-3481	60	19	produce	produce	VERB
ijpds-3481	60	20	items	item	NOUN
ijpds-3481	60	21	of	of	ADP
ijpds-3481	60	22	consistently	consistently	ADV
ijpds-3481	60	23	high	high	ADJ
ijpds-3481	60	24	quality	quality	NOUN
ijpds-3481	60	25	,	,	PUNCT
ijpds-3481	60	26	and	and	CCONJ
ijpds-3481	60	27	free	free	ADJ
ijpds-3481	60	28	people	people	NOUN
ijpds-3481	60	29	from	from	ADP
ijpds-3481	60	30	dangerous	dangerous	ADJ
ijpds-3481	60	31	and	and	CCONJ
ijpds-3481	60	32	taxing	tax	VERB
ijpds-3481	60	33	tasks	task	NOUN
ijpds-3481	60	34	.	.	PUNCT
ijpds-3481	61	1	technology	technology	NOUN
ijpds-3481	61	2	advancements	advancement	NOUN
ijpds-3481	61	3	today	today	NOUN
ijpds-3481	61	4	provide	provide	VERB
ijpds-3481	61	5	the	the	DET
ijpds-3481	61	6	fundamental	fundamental	ADJ
ijpds-3481	61	7	foundation	foundation	NOUN
ijpds-3481	61	8	of	of	ADP
ijpds-3481	61	9	automation	automation	NOUN
ijpds-3481	61	10	.	.	PUNCT
ijpds-3481	62	1	the	the	DET
ijpds-3481	62	2	majority	majority	NOUN
ijpds-3481	62	3	of	of	ADP
ijpds-3481	62	4	pharma	pharma	PROPN
ijpds-3481	62	5	players	player	NOUN
ijpds-3481	62	6	are	be	AUX
ijpds-3481	62	7	aware	aware	ADJ
ijpds-3481	62	8	of	of	ADP
ijpds-3481	62	9	the	the	DET
ijpds-3481	62	10	advantages	advantage	NOUN
ijpds-3481	62	11	of	of	ADP
ijpds-3481	62	12	implementing	implement	VERB
ijpds-3481	62	13	new	new	ADJ
ijpds-3481	62	14	technology	technology	NOUN
ijpds-3481	62	15	,	,	PUNCT
ijpds-3481	62	16	but	but	CCONJ
ijpds-3481	62	17	there	there	PRON
ijpds-3481	62	18	is	be	VERB
ijpds-3481	62	19	still	still	ADV
ijpds-3481	62	20	a	a	DET
ijpds-3481	62	21	persistent	persistent	ADJ
ijpds-3481	62	22	and	and	CCONJ
ijpds-3481	62	23	alarming	alarming	ADJ
ijpds-3481	62	24	gap	gap	NOUN
ijpds-3481	62	25	between	between	ADP
ijpds-3481	62	26	strategy	strategy	NOUN
ijpds-3481	62	27	and	and	CCONJ
ijpds-3481	62	28	an	an	DET
ijpds-3481	62	29	organization	organization	NOUN
ijpds-3481	62	30	's	's	PART
ijpds-3481	62	31	capacity	capacity	NOUN
ijpds-3481	62	32	to	to	PART
ijpds-3481	62	33	implement	implement	VERB
ijpds-3481	62	34	a	a	DET
ijpds-3481	62	35	workable	workable	ADJ
ijpds-3481	62	36	data	data	NOUN
ijpds-3481	62	37	analytics	analytic	NOUN
ijpds-3481	62	38	solution	solution	NOUN
ijpds-3481	62	39	[	[	X
ijpds-3481	62	40	21	21	NUM
ijpds-3481	62	41	]	]	PUNCT
ijpds-3481	62	42	.	.	PUNCT
ijpds-3481	63	1	the	the	DET
ijpds-3481	63	2	adoption	adoption	NOUN
ijpds-3481	63	3	of	of	ADP
ijpds-3481	63	4	ai	ai	VERB
ijpds-3481	63	5	allows	allow	NOUN
ijpds-3481	63	6	for	for	ADP
ijpds-3481	63	7	learning	learn	VERB
ijpds-3481	63	8	from	from	ADP
ijpds-3481	63	9	real	real	ADJ
ijpds-3481	63	10	time	time	NOUN
ijpds-3481	63	11	data	datum	NOUN
ijpds-3481	63	12	.	.	PUNCT
ijpds-3481	64	1			NOUN
ijpds-3481	64	2	identifying	identify	VERB
ijpds-3481	64	3	the	the	DET
ijpds-3481	64	4	right	right	ADJ
ijpds-3481	64	5	candidates	candidate	NOUN
ijpds-3481	64	6	for	for	ADP
ijpds-3481	64	7	clinical	clinical	ADJ
ijpds-3481	64	8	trials	trial	NOUN
ijpds-3481	64	9	.	.	PUNCT
ijpds-3481	65	1			NOUN
ijpds-3481	65	2	processing	process	VERB
ijpds-3481	65	3	real	real	ADJ
ijpds-3481	65	4	time	time	NOUN
ijpds-3481	65	5	patient	patient	ADJ
ijpds-3481	65	6	feedback	feedback	NOUN
ijpds-3481	65	7	.	.	PUNCT
ijpds-3481	66	1			NOUN
ijpds-3481	66	2	integrating	integrate	VERB
ijpds-3481	66	3	data	datum	NOUN
ijpds-3481	66	4	exchanges	exchange	NOUN
ijpds-3481	66	5	with	with	ADP
ijpds-3481	66	6	partners	partner	NOUN
ijpds-3481	66	7	.	.	PUNCT
ijpds-3481	67	1			NOUN
ijpds-3481	67	2	distributors	distributor	NOUN
ijpds-3481	67	3	and	and	CCONJ
ijpds-3481	67	4	caregivers	caregiver	NOUN
ijpds-3481	67	5	.	.	PUNCT
ijpds-3481	68	1	there	there	PRON
ijpds-3481	68	2	are	be	VERB
ijpds-3481	68	3	just	just	ADV
ijpds-3481	68	4	few	few	ADJ
ijpds-3481	68	5	examples	example	NOUN
ijpds-3481	68	6	on	on	ADP
ijpds-3481	68	7	how	how	SCONJ
ijpds-3481	68	8	to	to	PART
ijpds-3481	68	9	improve	improve	VERB
ijpds-3481	68	10	drug	drug	NOUN
ijpds-3481	68	11	discovery	discovery	NOUN
ijpds-3481	68	12	outcomes	outcome	NOUN
ijpds-3481	68	13	,	,	PUNCT
ijpds-3481	68	14	while	while	SCONJ
ijpds-3481	68	15	aligning	align	VERB
ijpds-3481	68	16	operational	operational	ADJ
ijpds-3481	68	17	efficiencies	efficiency	NOUN
ijpds-3481	68	18	to	to	PART
ijpds-3481	68	19	deliver	deliver	VERB
ijpds-3481	68	20	better	well	ADJ
ijpds-3481	68	21	care	care	NOUN
ijpds-3481	68	22	to	to	ADP
ijpds-3481	68	23	the	the	DET
ijpds-3481	68	24	patients	patient	NOUN
ijpds-3481	68	25	,	,	PUNCT
ijpds-3481	68	26	often	often	ADV
ijpds-3481	68	27	getting	get	VERB
ijpds-3481	68	28	the	the	DET
ijpds-3481	68	29	right	right	ADJ
ijpds-3481	68	30	medication	medication	NOUN
ijpds-3481	68	31	to	to	ADP
ijpds-3481	68	32	the	the	DET
ijpds-3481	68	33	right	right	ADJ
ijpds-3481	68	34	patient	patient	NOUN
ijpds-3481	68	35	at	at	ADP
ijpds-3481	68	36	right	right	ADJ
ijpds-3481	68	37	time	time	NOUN
ijpds-3481	68	38	is	be	AUX
ijpds-3481	68	39	really	really	ADV
ijpds-3481	68	40	about	about	ADP
ijpds-3481	68	41	getting	get	VERB
ijpds-3481	68	42	right	right	ADJ
ijpds-3481	68	43	information	information	NOUN
ijpds-3481	68	44	in	in	ADP
ijpds-3481	68	45	front	front	NOUN
ijpds-3481	68	46	of	of	ADP
ijpds-3481	68	47	healthcare	healthcare	NOUN
ijpds-3481	68	48	provider	provider	NOUN
ijpds-3481	68	49	.	.	PUNCT
ijpds-3481	69	1	armed	arm	VERB
ijpds-3481	69	2	with	with	ADP
ijpds-3481	69	3	complete	complete	ADJ
ijpds-3481	69	4	real	real	ADJ
ijpds-3481	69	5	-	-	PUNCT
ijpds-3481	69	6	time	time	NOUN
ijpds-3481	69	7	drug	drug	NOUN
ijpds-3481	69	8	insights	insight	NOUN
ijpds-3481	69	9	,	,	PUNCT
ijpds-3481	69	10	doctors	doctor	NOUN
ijpds-3481	69	11	are	be	AUX
ijpds-3481	69	12	able	able	ADJ
ijpds-3481	69	13	to	to	PART
ijpds-3481	69	14	choose	choose	VERB
ijpds-3481	69	15	right	right	ADJ
ijpds-3481	69	16	prescription	prescription	NOUN
ijpds-3481	69	17	for	for	ADP
ijpds-3481	69	18	the	the	DET
ijpds-3481	69	19	best	good	ADJ
ijpds-3481	69	20	possible	possible	ADJ
ijpds-3481	69	21	outcome	outcome	NOUN
ijpds-3481	69	22	.	.	PUNCT
ijpds-3481	70	1	automation	automation	NOUN
ijpds-3481	70	2	applications	application	NOUN
ijpds-3481	70	3	continue	continue	VERB
ijpds-3481	70	4	to	to	PART
ijpds-3481	70	5	grow	grow	VERB
ijpds-3481	70	6	with	with	ADP
ijpds-3481	70	7	enabling	enable	VERB
ijpds-3481	70	8	technologies	technology	NOUN
ijpds-3481	70	9	such	such	ADJ
ijpds-3481	70	10	as	as	ADP
ijpds-3481	70	11	[	[	X
ijpds-3481	70	12	22	22	NUM
ijpds-3481	70	13	]	]	SYM
ijpds-3481	70	14	:	:	PUNCT
ijpds-3481	70	15	1	1	X
ijpds-3481	70	16	.	.	X
ijpds-3481	70	17	wireless	wireless	ADJ
ijpds-3481	70	18	2	2	NUM
ijpds-3481	70	19	.	.	PUNCT
ijpds-3481	70	20	nanotechnology	nanotechnology	PROPN
ijpds-3481	70	21	tahilani	tahilani	PROPN
ijpds-3481	70	22	et	et	PROPN
ijpds-3481	70	23	al	al	PROPN
ijpds-3481	70	24	artificial	artificial	PROPN
ijpds-3481	70	25	intelligence	intelligence	NOUN
ijpds-3481	70	26	in	in	ADP
ijpds-3481	70	27	pharmaceutical	pharmaceutical	NOUN
ijpds-3481	70	28	industries	industry	NOUN
ijpds-3481	70	29	vol	vol	NOUN
ijpds-3481	70	30	1	1	NUM
ijpds-3481	70	31	|	|	NOUN
ijpds-3481	70	32	issue	issue	NOUN
ijpds-3481	70	33	2	2	NUM
ijpds-3481	71	1	|	|	ADV
ijpds-3481	71	2	jul	jul	PROPN
ijpds-3481	71	3	sep	sep	PROPN
ijpds-3481	71	4	2022	2022	NUM
ijpds-3481	71	5	indian	indian	PROPN
ijpds-3481	71	6	j	j	PROPN
ijpds-3481	71	7	pharm	pharm	PROPN
ijpds-3481	71	8	drug	drug	PROPN
ijpds-3481	71	9	studies	study	NOUN
ijpds-3481	71	10	|	|	ADV
ijpds-3481	71	11	49	49	NUM
ijpds-3481	71	12	3	3	NUM
ijpds-3481	71	13	.	.	PUNCT
ijpds-3481	72	1	advance	advance	NOUN
ijpds-3481	72	2	storage	storage	NOUN
ijpds-3481	72	3	and	and	CCONJ
ijpds-3481	72	4	memory	memory	NOUN
ijpds-3481	72	5	4	4	NUM
ijpds-3481	72	6	.	.	PUNCT
ijpds-3481	72	7	sensors	sensor	NOUN
ijpds-3481	72	8	and	and	CCONJ
ijpds-3481	72	9	analyzers	analyzer	NOUN
ijpds-3481	72	10	5	5	NUM
ijpds-3481	72	11	.	.	PUNCT
ijpds-3481	72	12	advance	advance	NOUN
ijpds-3481	72	13	software	software	NOUN
ijpds-3481	72	14	algorithms	algorithm	NOUN
ijpds-3481	72	15	6	6	NUM
ijpds-3481	72	16	.	.	PUNCT
ijpds-3481	72	17	artificial	artificial	ADJ
ijpds-3481	72	18	intelligence	intelligence	NOUN
ijpds-3481	72	19	.	.	PUNCT
ijpds-3481	73	1	ai	ai	VERB
ijpds-3481	73	2	in	in	ADP
ijpds-3481	73	3	advancing	advance	VERB
ijpds-3481	73	4	pharmaceutical	pharmaceutical	ADJ
ijpds-3481	73	5	drug	drug	NOUN
ijpds-3481	73	6	devlopment	devlopment	NOUN
ijpds-3481	73	7	:	:	PUNCT
ijpds-3481	73	8	the	the	DET
ijpds-3481	73	9	subsequent	subsequent	ADJ
ijpds-3481	73	10	inclusion	inclusion	NOUN
ijpds-3481	73	11	of	of	ADP
ijpds-3481	73	12	a	a	DET
ijpds-3481	73	13	novel	novel	ADJ
ijpds-3481	73	14	therapeutic	therapeutic	ADJ
ijpds-3481	73	15	molecule	molecule	NOUN
ijpds-3481	73	16	into	into	ADP
ijpds-3481	73	17	an	an	DET
ijpds-3481	73	18	appropriate	appropriate	ADJ
ijpds-3481	73	19	dosage	dosage	NOUN
ijpds-3481	73	20	form	form	NOUN
ijpds-3481	73	21	with	with	ADP
ijpds-3481	73	22	the	the	DET
ijpds-3481	73	23	requisite	requisite	ADJ
ijpds-3481	73	24	delivery	delivery	NOUN
ijpds-3481	73	25	properties	property	NOUN
ijpds-3481	73	26	is	be	AUX
ijpds-3481	73	27	necessary	necessary	ADJ
ijpds-3481	73	28	.	.	PUNCT
ijpds-3481	74	1	the	the	DET
ijpds-3481	74	2	traditional	traditional	ADJ
ijpds-3481	74	3	method	method	NOUN
ijpds-3481	74	4	of	of	ADP
ijpds-3481	74	5	trial	trial	NOUN
ijpds-3481	74	6	and	and	CCONJ
ijpds-3481	74	7	error	error	NOUN
ijpds-3481	74	8	can	can	AUX
ijpds-3481	74	9	be	be	AUX
ijpds-3481	74	10	replaced	replace	VERB
ijpds-3481	74	11	in	in	ADP
ijpds-3481	74	12	this	this	DET
ijpds-3481	74	13	area	area	NOUN
ijpds-3481	74	14	by	by	ADP
ijpds-3481	74	15	ai	ai	PROPN
ijpds-3481	74	16	[	[	X
ijpds-3481	74	17	23	23	NUM
ijpds-3481	74	18	]	]	PUNCT
ijpds-3481	74	19	.	.	PUNCT
ijpds-3481	75	1	with	with	ADP
ijpds-3481	75	2	the	the	DET
ijpds-3481	75	3	use	use	NOUN
ijpds-3481	75	4	of	of	ADP
ijpds-3481	75	5	qspr	qspr	NOUN
ijpds-3481	75	6	,	,	PUNCT
ijpds-3481	75	7	a	a	DET
ijpds-3481	75	8	variety	variety	NOUN
ijpds-3481	75	9	of	of	ADP
ijpds-3481	75	10	computational	computational	ADJ
ijpds-3481	75	11	methods	method	NOUN
ijpds-3481	75	12	can	can	AUX
ijpds-3481	75	13	be	be	AUX
ijpds-3481	75	14	used	use	VERB
ijpds-3481	75	15	to	to	PART
ijpds-3481	75	16	overcome	overcome	VERB
ijpds-3481	75	17	challenges	challenge	NOUN
ijpds-3481	75	18	with	with	ADP
ijpds-3481	75	19	stability	stability	NOUN
ijpds-3481	75	20	,	,	PUNCT
ijpds-3481	75	21	dissolution	dissolution	NOUN
ijpds-3481	75	22	,	,	PUNCT
ijpds-3481	75	23	porosity	porosity	NOUN
ijpds-3481	75	24	,	,	PUNCT
ijpds-3481	75	25	and	and	CCONJ
ijpds-3481	75	26	other	other	ADJ
ijpds-3481	75	27	aspects	aspect	NOUN
ijpds-3481	75	28	of	of	ADP
ijpds-3481	75	29	formulation	formulation	NOUN
ijpds-3481	75	30	design	design	NOUN
ijpds-3481	75	31	[	[	X
ijpds-3481	75	32	24	24	NUM
ijpds-3481	75	33	]	]	PUNCT
ijpds-3481	75	34	.	.	PUNCT
ijpds-3481	76	1	decision	decision	NOUN
ijpds-3481	76	2	-	-	PUNCT
ijpds-3481	76	3	support	support	NOUN
ijpds-3481	76	4	tools	tool	NOUN
ijpds-3481	76	5	operate	operate	VERB
ijpds-3481	76	6	through	through	ADP
ijpds-3481	76	7	a	a	DET
ijpds-3481	76	8	feedback	feedback	NOUN
ijpds-3481	76	9	mechanism	mechanism	NOUN
ijpds-3481	76	10	to	to	PART
ijpds-3481	76	11	monitor	monitor	VERB
ijpds-3481	76	12	the	the	DET
ijpds-3481	76	13	entire	entire	ADJ
ijpds-3481	76	14	process	process	NOUN
ijpds-3481	76	15	and	and	CCONJ
ijpds-3481	76	16	sporadically	sporadically	ADV
ijpds-3481	76	17	adjust	adjust	VERB
ijpds-3481	76	18	it	it	PRON
ijpds-3481	76	19	[	[	X
ijpds-3481	76	20	25	25	NUM
ijpds-3481	76	21	]	]	PUNCT
ijpds-3481	76	22	.	.	PUNCT
ijpds-3481	77	1	they	they	PRON
ijpds-3481	77	2	employ	employ	VERB
ijpds-3481	77	3	rulebased	rulebase	VERB
ijpds-3481	77	4	systems	system	NOUN
ijpds-3481	77	5	to	to	PART
ijpds-3481	77	6	choose	choose	VERB
ijpds-3481	77	7	the	the	DET
ijpds-3481	77	8	type	type	NOUN
ijpds-3481	77	9	,	,	PUNCT
ijpds-3481	77	10	nature	nature	NOUN
ijpds-3481	77	11	,	,	PUNCT
ijpds-3481	77	12	and	and	CCONJ
ijpds-3481	77	13	quantity	quantity	NOUN
ijpds-3481	77	14	of	of	ADP
ijpds-3481	77	15	the	the	DET
ijpds-3481	77	16	excipients	excipient	NOUN
ijpds-3481	77	17	based	base	VERB
ijpds-3481	77	18	on	on	ADP
ijpds-3481	77	19	the	the	DET
ijpds-3481	77	20	physicochemical	physicochemical	ADJ
ijpds-3481	77	21	properties	property	NOUN
ijpds-3481	77	22	of	of	ADP
ijpds-3481	77	23	the	the	DET
ijpds-3481	77	24	medicine	medicine	NOUN
ijpds-3481	77	25	.	.	PUNCT
ijpds-3481	78	1	based	base	VERB
ijpds-3481	78	2	on	on	ADP
ijpds-3481	78	3	the	the	DET
ijpds-3481	78	4	input	input	NOUN
ijpds-3481	78	5	parameters	parameter	NOUN
ijpds-3481	78	6	,	,	PUNCT
ijpds-3481	78	7	the	the	DET
ijpds-3481	78	8	model	model	NOUN
ijpds-3481	78	9	expert	expert	NOUN
ijpds-3481	78	10	system	system	NOUN
ijpds-3481	78	11	(	(	PUNCT
ijpds-3481	78	12	mes	mes	PROPN
ijpds-3481	78	13	)	)	PUNCT
ijpds-3481	78	14	decides	decide	VERB
ijpds-3481	78	15	and	and	CCONJ
ijpds-3481	78	16	gives	give	VERB
ijpds-3481	78	17	suggestions	suggestion	NOUN
ijpds-3481	78	18	for	for	ADP
ijpds-3481	78	19	formulation	formulation	NOUN
ijpds-3481	78	20	development	development	NOUN
ijpds-3481	78	21	.	.	PUNCT
ijpds-3481	79	1	ann	ann	PROPN
ijpds-3481	79	2	,	,	PUNCT
ijpds-3481	79	3	in	in	ADP
ijpds-3481	79	4	contrast	contrast	NOUN
ijpds-3481	79	5	,	,	PUNCT
ijpds-3481	79	6	ensures	ensure	VERB
ijpds-3481	79	7	hassle	hassle	NOUN
ijpds-3481	79	8	-	-	PUNCT
ijpds-3481	79	9	free	free	ADJ
ijpds-3481	79	10	formulation	formulation	NOUN
ijpds-3481	79	11	development	development	NOUN
ijpds-3481	79	12	by	by	ADP
ijpds-3481	79	13	using	use	VERB
ijpds-3481	79	14	backpropagation	backpropagation	NOUN
ijpds-3481	79	15	learning	learn	VERB
ijpds-3481	79	16	to	to	PART
ijpds-3481	79	17	link	link	VERB
ijpds-3481	79	18	formulation	formulation	NOUN
ijpds-3481	79	19	parameters	parameter	NOUN
ijpds-3481	79	20	to	to	ADP
ijpds-3481	79	21	the	the	DET
ijpds-3481	79	22	intended	intend	VERB
ijpds-3481	79	23	response	response	NOUN
ijpds-3481	79	24	,	,	PUNCT
ijpds-3481	79	25	which	which	PRON
ijpds-3481	79	26	is	be	AUX
ijpds-3481	79	27	jointly	jointly	ADV
ijpds-3481	79	28	regulated	regulate	VERB
ijpds-3481	79	29	by	by	ADP
ijpds-3481	79	30	the	the	DET
ijpds-3481	79	31	control	control	NOUN
ijpds-3481	79	32	module	module	NOUN
ijpds-3481	79	33	[	[	X
ijpds-3481	79	34	26	26	NUM
ijpds-3481	79	35	]	]	PUNCT
ijpds-3481	79	36	.	.	PUNCT
ijpds-3481	80	1	the	the	DET
ijpds-3481	80	2	influence	influence	NOUN
ijpds-3481	80	3	of	of	ADP
ijpds-3481	80	4	the	the	DET
ijpds-3481	80	5	powder	powder	NOUN
ijpds-3481	80	6	's	's	PART
ijpds-3481	80	7	flow	flow	NOUN
ijpds-3481	80	8	behaviour	behaviour	NOUN
ijpds-3481	80	9	on	on	ADP
ijpds-3481	80	10	the	the	DET
ijpds-3481	80	11	die	die	NOUN
ijpds-3481	80	12	-	-	PUNCT
ijpds-3481	80	13	filling	fill	VERB
ijpds-3481	80	14	and	and	CCONJ
ijpds-3481	80	15	tablet	tablet	NOUN
ijpds-3481	80	16	compression	compression	NOUN
ijpds-3481	80	17	process	process	NOUN
ijpds-3481	80	18	has	have	AUX
ijpds-3481	80	19	been	be	AUX
ijpds-3481	80	20	studied	study	VERB
ijpds-3481	80	21	using	use	VERB
ijpds-3481	80	22	a	a	DET
ijpds-3481	80	23	variety	variety	NOUN
ijpds-3481	80	24	of	of	ADP
ijpds-3481	80	25	mathematical	mathematical	ADJ
ijpds-3481	80	26	tools	tool	NOUN
ijpds-3481	80	27	,	,	PUNCT
ijpds-3481	80	28	including	include	VERB
ijpds-3481	80	29	computational	computational	ADJ
ijpds-3481	80	30	fluid	fluid	ADJ
ijpds-3481	80	31	dynamics	dynamic	NOUN
ijpds-3481	80	32	(	(	PUNCT
ijpds-3481	80	33	cfd	cfd	NOUN
ijpds-3481	80	34	)	)	PUNCT
ijpds-3481	80	35	,	,	PUNCT
ijpds-3481	80	36	discrete	discrete	ADJ
ijpds-3481	80	37	element	element	NOUN
ijpds-3481	80	38	modelling	modelling	NOUN
ijpds-3481	80	39	(	(	PUNCT
ijpds-3481	80	40	dem	dem	NOUN
ijpds-3481	80	41	)	)	PUNCT
ijpds-3481	80	42	,	,	PUNCT
ijpds-3481	80	43	and	and	CCONJ
ijpds-3481	80	44	the	the	DET
ijpds-3481	80	45	finite	finite	ADJ
ijpds-3481	80	46	element	element	NOUN
ijpds-3481	80	47	method	method	NOUN
ijpds-3481	80	48	[	[	X
ijpds-3481	80	49	27	27	NUM
ijpds-3481	80	50	,	,	PUNCT
ijpds-3481	80	51	28	28	NUM
ijpds-3481	80	52	]	]	PUNCT
ijpds-3481	80	53	.	.	PUNCT
ijpds-3481	81	1	the	the	DET
ijpds-3481	81	2	effect	effect	NOUN
ijpds-3481	81	3	of	of	ADP
ijpds-3481	81	4	tablet	tablet	ADJ
ijpds-3481	81	5	geometry	geometry	NOUN
ijpds-3481	81	6	on	on	ADP
ijpds-3481	81	7	its	its	PRON
ijpds-3481	81	8	disintegration	disintegration	NOUN
ijpds-3481	81	9	profile	profile	NOUN
ijpds-3481	81	10	can	can	AUX
ijpds-3481	81	11	also	also	ADV
ijpds-3481	81	12	be	be	AUX
ijpds-3481	81	13	studied	study	VERB
ijpds-3481	81	14	using	use	VERB
ijpds-3481	81	15	cfd	cfd	NOUN
ijpds-3481	81	16	[	[	X
ijpds-3481	81	17	29	29	NUM
ijpds-3481	81	18	]	]	PUNCT
ijpds-3481	81	19	.	.	PUNCT
ijpds-3481	82	1	the	the	DET
ijpds-3481	82	2	quick	quick	ADJ
ijpds-3481	82	3	manufacture	manufacture	NOUN
ijpds-3481	82	4	of	of	ADP
ijpds-3481	82	5	pharmaceutical	pharmaceutical	NOUN
ijpds-3481	82	6	items	item	NOUN
ijpds-3481	82	7	may	may	AUX
ijpds-3481	82	8	benefit	benefit	VERB
ijpds-3481	82	9	greatly	greatly	ADV
ijpds-3481	82	10	from	from	ADP
ijpds-3481	82	11	the	the	DET
ijpds-3481	82	12	integration	integration	NOUN
ijpds-3481	82	13	of	of	ADP
ijpds-3481	82	14	these	these	DET
ijpds-3481	82	15	mathematical	mathematical	ADJ
ijpds-3481	82	16	models	model	NOUN
ijpds-3481	82	17	with	with	ADP
ijpds-3481	82	18	ai	ai	PROPN
ijpds-3481	82	19	.	.	PUNCT
ijpds-3481	83	1	ai	ai	VERB
ijpds-3481	83	2	in	in	ADP
ijpds-3481	83	3	pharmaceutical	pharmaceutical	ADJ
ijpds-3481	83	4	marketing	marketing	NOUN
ijpds-3481	83	5	:	:	PUNCT
ijpds-3481	83	6	modern	modern	ADJ
ijpds-3481	83	7	manufacturing	manufacturing	NOUN
ijpds-3481	83	8	systems	system	NOUN
ijpds-3481	83	9	are	be	AUX
ijpds-3481	83	10	attempting	attempt	VERB
ijpds-3481	83	11	to	to	PART
ijpds-3481	83	12	impart	impart	VERB
ijpds-3481	83	13	human	human	ADJ
ijpds-3481	83	14	knowledge	knowledge	NOUN
ijpds-3481	83	15	to	to	ADP
ijpds-3481	83	16	robots	robot	NOUN
ijpds-3481	83	17	as	as	ADP
ijpds-3481	83	18	a	a	DET
ijpds-3481	83	19	result	result	NOUN
ijpds-3481	83	20	of	of	ADP
ijpds-3481	83	21	the	the	DET
ijpds-3481	83	22	growing	grow	VERB
ijpds-3481	83	23	complexity	complexity	NOUN
ijpds-3481	83	24	of	of	ADP
ijpds-3481	83	25	production	production	NOUN
ijpds-3481	83	26	processes	process	NOUN
ijpds-3481	83	27	,	,	PUNCT
ijpds-3481	83	28	as	as	ADV
ijpds-3481	83	29	well	well	ADV
ijpds-3481	83	30	as	as	ADP
ijpds-3481	83	31	the	the	DET
ijpds-3481	83	32	growing	grow	VERB
ijpds-3481	83	33	desire	desire	NOUN
ijpds-3481	83	34	for	for	ADP
ijpds-3481	83	35	efficiency	efficiency	NOUN
ijpds-3481	83	36	and	and	CCONJ
ijpds-3481	83	37	greater	great	ADJ
ijpds-3481	83	38	product	product	NOUN
ijpds-3481	83	39	quality	quality	NOUN
ijpds-3481	83	40	[	[	X
ijpds-3481	83	41	30	30	NUM
ijpds-3481	83	42	]	]	PUNCT
ijpds-3481	83	43	.	.	PUNCT
ijpds-3481	84	1	the	the	DET
ijpds-3481	84	2	pharmaceutical	pharmaceutical	NOUN
ijpds-3481	84	3	business	business	NOUN
ijpds-3481	84	4	may	may	AUX
ijpds-3481	84	5	benefit	benefit	VERB
ijpds-3481	84	6	from	from	ADP
ijpds-3481	84	7	the	the	DET
ijpds-3481	84	8	application	application	NOUN
ijpds-3481	84	9	of	of	ADP
ijpds-3481	84	10	ai	ai	NOUN
ijpds-3481	84	11	in	in	ADP
ijpds-3481	84	12	manufacturing	manufacturing	NOUN
ijpds-3481	84	13	.	.	PUNCT
ijpds-3481	85	1	utilizing	utilize	VERB
ijpds-3481	85	2	the	the	DET
ijpds-3481	85	3	automation	automation	NOUN
ijpds-3481	85	4	of	of	ADP
ijpds-3481	85	5	many	many	ADJ
ijpds-3481	85	6	pharmaceutical	pharmaceutical	ADJ
ijpds-3481	85	7	activities	activity	NOUN
ijpds-3481	85	8	,	,	PUNCT
ijpds-3481	85	9	tools	tool	NOUN
ijpds-3481	85	10	like	like	ADP
ijpds-3481	85	11	cfd	cfd	NOUN
ijpds-3481	85	12	use	use	VERB
ijpds-3481	85	13	reynolds	reynold	NOUN
ijpds-3481	85	14	-	-	PUNCT
ijpds-3481	85	15	averaged	average	VERB
ijpds-3481	85	16	navier	navier	NOUN
ijpds-3481	85	17	-	-	PUNCT
ijpds-3481	85	18	stokes	stokes	PROPN
ijpds-3481	85	19	solvers	solver	NOUN
ijpds-3481	85	20	technology	technology	NOUN
ijpds-3481	85	21	to	to	PART
ijpds-3481	85	22	examine	examine	VERB
ijpds-3481	85	23	the	the	DET
ijpds-3481	85	24	effects	effect	NOUN
ijpds-3481	85	25	of	of	ADP
ijpds-3481	85	26	agitation	agitation	NOUN
ijpds-3481	85	27	and	and	CCONJ
ijpds-3481	85	28	stress	stress	NOUN
ijpds-3481	85	29	levels	level	NOUN
ijpds-3481	85	30	in	in	ADP
ijpds-3481	85	31	various	various	ADJ
ijpds-3481	85	32	pieces	piece	NOUN
ijpds-3481	85	33	of	of	ADP
ijpds-3481	85	34	equipment	equipment	NOUN
ijpds-3481	85	35	(	(	PUNCT
ijpds-3481	85	36	such	such	ADJ
ijpds-3481	85	37	stirred	stir	VERB
ijpds-3481	85	38	tanks	tank	NOUN
ijpds-3481	85	39	)	)	PUNCT
ijpds-3481	85	40	.	.	PUNCT
ijpds-3481	86	1	similar	similar	ADJ
ijpds-3481	86	2	methods	method	NOUN
ijpds-3481	86	3	,	,	PUNCT
ijpds-3481	86	4	including	include	VERB
ijpds-3481	86	5	big	big	ADJ
ijpds-3481	86	6	eddy	eddy	NOUN
ijpds-3481	86	7	simulations	simulation	NOUN
ijpds-3481	86	8	and	and	CCONJ
ijpds-3481	86	9	direct	direct	ADJ
ijpds-3481	86	10	numerical	numerical	ADJ
ijpds-3481	86	11	simulations	simulation	NOUN
ijpds-3481	86	12	,	,	PUNCT
ijpds-3481	86	13	use	use	VERB
ijpds-3481	86	14	sophisticated	sophisticated	ADJ
ijpds-3481	86	15	techniques	technique	NOUN
ijpds-3481	86	16	to	to	PART
ijpds-3481	86	17	address	address	VERB
ijpds-3481	86	18	challenging	challenging	ADJ
ijpds-3481	86	19	flow	flow	NOUN
ijpds-3481	86	20	problems	problem	NOUN
ijpds-3481	86	21	in	in	ADP
ijpds-3481	86	22	manufacturing	manufacture	VERB
ijpds-3481	86	23	[	[	X
ijpds-3481	86	24	31	31	NUM
ijpds-3481	86	25	]	]	PUNCT
ijpds-3481	86	26	.	.	PUNCT
ijpds-3481	87	1	the	the	DET
ijpds-3481	87	2	innovative	innovative	ADJ
ijpds-3481	87	3	chapter	chapter	NOUN
ijpds-3481	87	4	platform	platform	NOUN
ijpds-3481	87	5	,	,	PUNCT
ijpds-3481	87	6	which	which	PRON
ijpds-3481	87	7	uses	use	VERB
ijpds-3481	87	8	a	a	DET
ijpds-3481	87	9	scripting	scripting	NOUN
ijpds-3481	87	10	language	language	NOUN
ijpds-3481	87	11	called	call	VERB
ijpds-3481	87	12	chemical	chemical	NOUN
ijpds-3481	87	13	assembly	assembly	NOUN
ijpds-3481	87	14	and	and	CCONJ
ijpds-3481	87	15	several	several	ADJ
ijpds-3481	87	16	chemical	chemical	NOUN
ijpds-3481	87	17	codes	code	NOUN
ijpds-3481	87	18	,	,	PUNCT
ijpds-3481	87	19	aids	aid	VERB
ijpds-3481	87	20	digital	digital	ADJ
ijpds-3481	87	21	automation	automation	NOUN
ijpds-3481	87	22	for	for	ADP
ijpds-3481	87	23	the	the	DET
ijpds-3481	87	24	synthesis	synthesis	NOUN
ijpds-3481	87	25	and	and	CCONJ
ijpds-3481	87	26	manufacture	manufacture	NOUN
ijpds-3481	87	27	of	of	ADP
ijpds-3481	87	28	molecules	molecule	NOUN
ijpds-3481	87	29	[	[	X
ijpds-3481	87	30	32	32	NUM
ijpds-3481	87	31	]	]	PUNCT
ijpds-3481	87	32	.	.	PUNCT
ijpds-3481	88	1	sildenafil	sildenafil	NOUN
ijpds-3481	88	2	,	,	PUNCT
ijpds-3481	88	3	diphenhydramine	diphenhydramine	ADJ
ijpds-3481	88	4	hydrochloride	hydrochloride	NOUN
ijpds-3481	88	5	,	,	PUNCT
ijpds-3481	88	6	and	and	CCONJ
ijpds-3481	88	7	rufinamide	rufinamide	ADV
ijpds-3481	88	8	have	have	AUX
ijpds-3481	88	9	all	all	PRON
ijpds-3481	88	10	been	be	AUX
ijpds-3481	88	11	successfully	successfully	ADV
ijpds-3481	88	12	manufactured	manufacture	VERB
ijpds-3481	88	13	using	use	VERB
ijpds-3481	88	14	this	this	DET
ijpds-3481	88	15	method	method	NOUN
ijpds-3481	88	16	,	,	PUNCT
ijpds-3481	88	17	and	and	CCONJ
ijpds-3481	88	18	the	the	DET
ijpds-3481	88	19	yield	yield	NOUN
ijpds-3481	88	20	and	and	CCONJ
ijpds-3481	88	21	purity	purity	NOUN
ijpds-3481	88	22	are	be	AUX
ijpds-3481	88	23	noticeably	noticeably	ADV
ijpds-3481	88	24	similar	similar	ADJ
ijpds-3481	88	25	to	to	ADP
ijpds-3481	88	26	those	those	PRON
ijpds-3481	88	27	obtained	obtain	VERB
ijpds-3481	88	28	through	through	ADP
ijpds-3481	88	29	manual	manual	ADJ
ijpds-3481	88	30	synthesis	synthesis	NOUN
ijpds-3481	89	1	[	[	X
ijpds-3481	89	2	33	33	NUM
ijpds-3481	89	3	]	]	PUNCT
ijpds-3481	89	4	.	.	PUNCT
ijpds-3481	90	1	ai	ai	VERB
ijpds-3481	90	2	technology	technology	NOUN
ijpds-3481	90	3	can	can	AUX
ijpds-3481	90	4	effectively	effectively	ADV
ijpds-3481	90	5	complete	complete	VERB
ijpds-3481	90	6	granulation	granulation	NOUN
ijpds-3481	90	7	in	in	ADP
ijpds-3481	90	8	granulators	granulator	NOUN
ijpds-3481	90	9	with	with	ADP
ijpds-3481	90	10	capacities	capacity	NOUN
ijpds-3481	90	11	ranging	range	VERB
ijpds-3481	90	12	from	from	ADP
ijpds-3481	90	13	25	25	NUM
ijpds-3481	90	14	to	to	PART
ijpds-3481	90	15	600	600	NUM
ijpds-3481	90	16	l	l	NOUN
ijpds-3481	91	1	[	[	X
ijpds-3481	91	2	34	34	NUM
ijpds-3481	91	3	]	]	PUNCT
ijpds-3481	91	4	.	.	PUNCT
ijpds-3481	91	5	neuro	neuro	NOUN
ijpds-3481	91	6	-	-	PUNCT
ijpds-3481	91	7	fuzzy	fuzzy	ADJ
ijpds-3481	91	8	logic	logic	NOUN
ijpds-3481	91	9	and	and	CCONJ
ijpds-3481	91	10	technology	technology	NOUN
ijpds-3481	91	11	were	be	AUX
ijpds-3481	91	12	used	use	VERB
ijpds-3481	91	13	to	to	PART
ijpds-3481	91	14	correlate	correlate	VERB
ijpds-3481	91	15	key	key	ADJ
ijpds-3481	91	16	factors	factor	NOUN
ijpds-3481	91	17	with	with	ADP
ijpds-3481	91	18	their	their	PRON
ijpds-3481	91	19	answers	answer	NOUN
ijpds-3481	91	20	.	.	PUNCT
ijpds-3481	92	1	in	in	ADP
ijpds-3481	92	2	order	order	NOUN
ijpds-3481	92	3	to	to	PART
ijpds-3481	92	4	anticipate	anticipate	VERB
ijpds-3481	92	5	the	the	DET
ijpds-3481	92	6	proportion	proportion	NOUN
ijpds-3481	92	7	of	of	ADP
ijpds-3481	92	8	granulation	granulation	ADJ
ijpds-3481	92	9	fluid	fluid	NOUN
ijpds-3481	92	10	to	to	PART
ijpds-3481	92	11	be	be	AUX
ijpds-3481	92	12	supplied	supply	VERB
ijpds-3481	92	13	,	,	PUNCT
ijpds-3481	92	14	the	the	DET
ijpds-3481	92	15	necessary	necessary	ADJ
ijpds-3481	92	16	speed	speed	NOUN
ijpds-3481	92	17	,	,	PUNCT
ijpds-3481	92	18	and	and	CCONJ
ijpds-3481	92	19	the	the	DET
ijpds-3481	92	20	diameter	diameter	NOUN
ijpds-3481	92	21	of	of	ADP
ijpds-3481	92	22	the	the	DET
ijpds-3481	92	23	impeller	impeller	NOUN
ijpds-3481	92	24	in	in	ADP
ijpds-3481	92	25	both	both	DET
ijpds-3481	92	26	geometrically	geometrically	ADV
ijpds-3481	92	27	identical	identical	ADJ
ijpds-3481	92	28	and	and	CCONJ
ijpds-3481	92	29	dissimilar	dissimilar	ADJ
ijpds-3481	92	30	granulators	granulator	NOUN
ijpds-3481	92	31	,	,	PUNCT
ijpds-3481	92	32	they	they	PRON
ijpds-3481	92	33	developed	develop	VERB
ijpds-3481	92	34	a	a	DET
ijpds-3481	92	35	polynomial	polynomial	ADJ
ijpds-3481	92	36	equation	equation	NOUN
ijpds-3481	92	37	[	[	X
ijpds-3481	92	38	35	35	NUM
ijpds-3481	92	39	]	]	PUNCT
ijpds-3481	92	40	.	.	PUNCT
ijpds-3481	93	1	ai	ai	VERB
ijpds-3481	93	2	in	in	ADP
ijpds-3481	93	3	quality	quality	NOUN
ijpds-3481	93	4	control	control	NOUN
ijpds-3481	93	5	and	and	CCONJ
ijpds-3481	93	6	quality	quality	NOUN
ijpds-3481	93	7	assurance	assurance	NOUN
ijpds-3481	93	8	:	:	PUNCT
ijpds-3481	93	9	a	a	DET
ijpds-3481	93	10	balance	balance	NOUN
ijpds-3481	93	11	of	of	ADP
ijpds-3481	93	12	different	different	ADJ
ijpds-3481	93	13	factors	factor	NOUN
ijpds-3481	93	14	must	must	AUX
ijpds-3481	93	15	be	be	AUX
ijpds-3481	93	16	achieved	achieve	VERB
ijpds-3481	93	17	throughout	throughout	ADP
ijpds-3481	93	18	the	the	DET
ijpds-3481	93	19	production	production	NOUN
ijpds-3481	93	20	of	of	ADP
ijpds-3481	93	21	the	the	DET
ijpds-3481	93	22	desired	desire	VERB
ijpds-3481	93	23	product	product	NOUN
ijpds-3481	93	24	from	from	ADP
ijpds-3481	93	25	raw	raw	ADJ
ijpds-3481	93	26	materials	material	NOUN
ijpds-3481	93	27	[	[	X
ijpds-3481	93	28	36	36	NUM
ijpds-3481	93	29	]	]	PUNCT
ijpds-3481	93	30	.	.	PUNCT
ijpds-3481	94	1	it	it	PRON
ijpds-3481	94	2	takes	take	VERB
ijpds-3481	94	3	human	human	ADJ
ijpds-3481	94	4	intervention	intervention	NOUN
ijpds-3481	94	5	to	to	PART
ijpds-3481	94	6	maintain	maintain	VERB
ijpds-3481	94	7	batch	batch	NOUN
ijpds-3481	94	8	-	-	PUNCT
ijpds-3481	94	9	to	to	ADP
ijpds-3481	94	10	-	-	PUNCT
ijpds-3481	94	11	batch	batch	NOUN
ijpds-3481	94	12	consistency	consistency	NOUN
ijpds-3481	94	13	and	and	CCONJ
ijpds-3481	94	14	conduct	conduct	VERB
ijpds-3481	94	15	quality	quality	NOUN
ijpds-3481	94	16	control	control	NOUN
ijpds-3481	94	17	testing	testing	NOUN
ijpds-3481	94	18	on	on	ADP
ijpds-3481	94	19	the	the	DET
ijpds-3481	94	20	products	product	NOUN
ijpds-3481	94	21	.	.	PUNCT
ijpds-3481	95	1	this	this	PRON
ijpds-3481	95	2	illustrates	illustrate	VERB
ijpds-3481	95	3	the	the	DET
ijpds-3481	95	4	need	need	NOUN
ijpds-3481	95	5	for	for	ADP
ijpds-3481	95	6	ai	ai	VERB
ijpds-3481	95	7	deployment	deployment	NOUN
ijpds-3481	95	8	at	at	ADP
ijpds-3481	95	9	this	this	DET
ijpds-3481	95	10	time	time	NOUN
ijpds-3481	95	11	and	and	CCONJ
ijpds-3481	95	12	may	may	AUX
ijpds-3481	95	13	not	not	PART
ijpds-3481	95	14	be	be	AUX
ijpds-3481	95	15	the	the	DET
ijpds-3481	95	16	optimal	optimal	ADJ
ijpds-3481	95	17	strategy	strategy	NOUN
ijpds-3481	95	18	in	in	ADP
ijpds-3481	95	19	every	every	DET
ijpds-3481	95	20	situation	situation	NOUN
ijpds-3481	95	21	[	[	X
ijpds-3481	95	22	37	37	NUM
ijpds-3481	95	23	]	]	PUNCT
ijpds-3481	95	24	.	.	PUNCT
ijpds-3481	96	1	by	by	ADP
ijpds-3481	96	2	implementing	implement	VERB
ijpds-3481	96	3	a	a	DET
ijpds-3481	96	4	"	"	PUNCT
ijpds-3481	96	5	quality	quality	NOUN
ijpds-3481	96	6	by	by	ADP
ijpds-3481	96	7	design	design	NOUN
ijpds-3481	96	8	"	"	PUNCT
ijpds-3481	96	9	approach	approach	NOUN
ijpds-3481	96	10	,	,	PUNCT
ijpds-3481	96	11	the	the	DET
ijpds-3481	96	12	fda	fda	PROPN
ijpds-3481	96	13	modified	modify	VERB
ijpds-3481	96	14	current	current	ADJ
ijpds-3481	96	15	good	good	ADJ
ijpds-3481	96	16	manufacturing	manufacturing	NOUN
ijpds-3481	96	17	practices	practice	NOUN
ijpds-3481	96	18	(	(	PUNCT
ijpds-3481	96	19	cgmp	cgmp	PROPN
ijpds-3481	96	20	)	)	PUNCT
ijpds-3481	96	21	in	in	ADP
ijpds-3481	96	22	order	order	NOUN
ijpds-3481	96	23	to	to	PART
ijpds-3481	96	24	better	well	ADV
ijpds-3481	96	25	understand	understand	VERB
ijpds-3481	96	26	the	the	DET
ijpds-3481	96	27	crucial	crucial	ADJ
ijpds-3481	96	28	process	process	NOUN
ijpds-3481	96	29	and	and	CCONJ
ijpds-3481	96	30	precise	precise	ADJ
ijpds-3481	96	31	standards	standard	NOUN
ijpds-3481	96	32	that	that	PRON
ijpds-3481	96	33	determine	determine	VERB
ijpds-3481	96	34	the	the	DET
ijpds-3481	96	35	ultimate	ultimate	ADJ
ijpds-3481	96	36	quality	quality	NOUN
ijpds-3481	96	37	of	of	ADP
ijpds-3481	96	38	the	the	DET
ijpds-3481	96	39	pharmaceutical	pharmaceutical	ADJ
ijpds-3481	96	40	product	product	NOUN
ijpds-3481	96	41	[	[	X
ijpds-3481	96	42	38	38	NUM
ijpds-3481	96	43	]	]	PUNCT
ijpds-3481	96	44	.	.	PUNCT
ijpds-3481	97	1	ai	ai	VERB
ijpds-3481	97	2	in	in	ADP
ijpds-3481	97	3	clinical	clinical	ADJ
ijpds-3481	97	4	filed	file	VERB
ijpds-3481	97	5	:	:	PUNCT
ijpds-3481	97	6	clinical	clinical	ADJ
ijpds-3481	97	7	trials	trial	NOUN
ijpds-3481	97	8	take	take	VERB
ijpds-3481	97	9	about	about	ADV
ijpds-3481	97	10	6	6	NUM
ijpds-3481	97	11	-	-	SYM
ijpds-3481	97	12	7	7	NUM
ijpds-3481	97	13	years	year	NOUN
ijpds-3481	97	14	to	to	PART
ijpds-3481	97	15	complete	complete	VERB
ijpds-3481	97	16	and	and	CCONJ
ijpds-3481	97	17	include	include	VERB
ijpds-3481	97	18	a	a	DET
ijpds-3481	97	19	substantial	substantial	ADJ
ijpds-3481	97	20	financial	financial	ADJ
ijpds-3481	97	21	outlay	outlay	NOUN
ijpds-3481	97	22	in	in	ADP
ijpds-3481	97	23	order	order	NOUN
ijpds-3481	97	24	to	to	PART
ijpds-3481	97	25	determine	determine	VERB
ijpds-3481	97	26	the	the	DET
ijpds-3481	97	27	safety	safety	NOUN
ijpds-3481	97	28	and	and	CCONJ
ijpds-3481	97	29	effectiveness	effectiveness	NOUN
ijpds-3481	97	30	of	of	ADP
ijpds-3481	97	31	a	a	DET
ijpds-3481	97	32	medicinal	medicinal	ADJ
ijpds-3481	97	33	product	product	NOUN
ijpds-3481	97	34	in	in	ADP
ijpds-3481	97	35	people	people	NOUN
ijpds-3481	97	36	for	for	ADP
ijpds-3481	97	37	a	a	DET
ijpds-3481	97	38	specific	specific	ADJ
ijpds-3481	97	39	illness	illness	NOUN
ijpds-3481	97	40	condition	condition	NOUN
ijpds-3481	97	41	.	.	PUNCT
ijpds-3481	98	1	only	only	ADV
ijpds-3481	98	2	one	one	NUM
ijpds-3481	98	3	out	out	ADP
ijpds-3481	98	4	of	of	ADP
ijpds-3481	98	5	every	every	DET
ijpds-3481	98	6	ten	ten	NUM
ijpds-3481	98	7	compounds	compound	NOUN
ijpds-3481	98	8	that	that	PRON
ijpds-3481	98	9	undergo	undergo	VERB
ijpds-3481	98	10	these	these	DET
ijpds-3481	98	11	trials	trial	NOUN
ijpds-3481	98	12	,	,	PUNCT
ijpds-3481	98	13	however	however	ADV
ijpds-3481	98	14	,	,	PUNCT
ijpds-3481	98	15	receive	receive	VERB
ijpds-3481	98	16	successful	successful	ADJ
ijpds-3481	98	17	clearance	clearance	NOUN
ijpds-3481	98	18	,	,	PUNCT
ijpds-3481	98	19	which	which	PRON
ijpds-3481	98	20	represents	represent	VERB
ijpds-3481	98	21	a	a	DET
ijpds-3481	98	22	significant	significant	ADJ
ijpds-3481	98	23	loss	loss	NOUN
ijpds-3481	98	24	for	for	ADP
ijpds-3481	98	25	the	the	DET
ijpds-3481	98	26	industry	industry	NOUN
ijpds-3481	98	27	[	[	X
ijpds-3481	98	28	39	39	NUM
ijpds-3481	98	29	]	]	PUNCT
ijpds-3481	98	30	.	.	PUNCT
ijpds-3481	99	1	these	these	DET
ijpds-3481	99	2	failures	failure	NOUN
ijpds-3481	99	3	may	may	AUX
ijpds-3481	99	4	be	be	AUX
ijpds-3481	99	5	the	the	DET
ijpds-3481	99	6	result	result	NOUN
ijpds-3481	99	7	of	of	ADP
ijpds-3481	99	8	bad	bad	ADJ
ijpds-3481	99	9	infrastructure	infrastructure	NOUN
ijpds-3481	99	10	,	,	PUNCT
ijpds-3481	99	11	poor	poor	ADJ
ijpds-3481	99	12	technical	technical	ADJ
ijpds-3481	99	13	requirements	requirement	NOUN
ijpds-3481	99	14	,	,	PUNCT
ijpds-3481	99	15	and	and	CCONJ
ijpds-3481	99	16	poor	poor	ADJ
ijpds-3481	99	17	patient	patient	ADJ
ijpds-3481	99	18	selection	selection	NOUN
ijpds-3481	99	19	.	.	PUNCT
ijpds-3481	100	1	with	with	ADP
ijpds-3481	100	2	the	the	DET
ijpds-3481	100	3	use	use	NOUN
ijpds-3481	100	4	of	of	ADP
ijpds-3481	100	5	ai	ai	NOUN
ijpds-3481	100	6	,	,	PUNCT
ijpds-3481	100	7	these	these	DET
ijpds-3481	100	8	problems	problem	NOUN
ijpds-3481	100	9	can	can	AUX
ijpds-3481	100	10	be	be	AUX
ijpds-3481	100	11	minimised	minimise	VERB
ijpds-3481	100	12	thanks	thank	NOUN
ijpds-3481	100	13	to	to	ADP
ijpds-3481	100	14	the	the	DET
ijpds-3481	100	15	abundance	abundance	NOUN
ijpds-3481	100	16	of	of	ADP
ijpds-3481	100	17	digital	digital	ADJ
ijpds-3481	100	18	medical	medical	ADJ
ijpds-3481	100	19	data	datum	NOUN
ijpds-3481	100	20	that	that	PRON
ijpds-3481	100	21	is	be	AUX
ijpds-3481	100	22	currently	currently	ADV
ijpds-3481	100	23	available	available	ADJ
ijpds-3481	100	24	[	[	X
ijpds-3481	100	25	40	40	NUM
ijpds-3481	100	26	]	]	PUNCT
ijpds-3481	100	27	.	.	PUNCT
ijpds-3481	101	1	conclusion	conclusion	NOUN
ijpds-3481	101	2	as	as	ADP
ijpds-3481	101	3	a	a	DET
ijpds-3481	101	4	result	result	NOUN
ijpds-3481	101	5	of	of	ADP
ijpds-3481	101	6	the	the	DET
ijpds-3481	101	7	ai	ai	ADJ
ijpds-3481	101	8	technological	technological	ADJ
ijpds-3481	101	9	approaches	approach	NOUN
ijpds-3481	101	10	'	'	PART
ijpds-3481	101	11	belief	belief	NOUN
ijpds-3481	101	12	that	that	SCONJ
ijpds-3481	101	13	humans	human	NOUN
ijpds-3481	101	14	can	can	AUX
ijpds-3481	101	15	imagine	imagine	VERB
ijpds-3481	101	16	knowledge	knowledge	NOUN
ijpds-3481	101	17	,	,	PUNCT
ijpds-3481	101	18	solve	solve	VERB
ijpds-3481	101	19	problems	problem	NOUN
ijpds-3481	101	20	,	,	PUNCT
ijpds-3481	101	21	and	and	CCONJ
ijpds-3481	101	22	make	make	VERB
ijpds-3481	101	23	decisions	decision	NOUN
ijpds-3481	101	24	,	,	PUNCT
ijpds-3481	101	25	there	there	PRON
ijpds-3481	101	26	has	have	AUX
ijpds-3481	101	27	been	be	AUX
ijpds-3481	101	28	an	an	DET
ijpds-3481	101	29	increase	increase	NOUN
ijpds-3481	101	30	in	in	ADP
ijpds-3481	101	31	interest	interest	NOUN
ijpds-3481	101	32	in	in	ADP
ijpds-3481	101	33	using	use	VERB
ijpds-3481	101	34	ai	ai	VERB
ijpds-3481	101	35	technology	technology	NOUN
ijpds-3481	101	36	for	for	ADP
ijpds-3481	101	37	analysing	analyse	VERB
ijpds-3481	101	38	and	and	CCONJ
ijpds-3481	101	39	interpreting	interpret	VERB
ijpds-3481	101	40	some	some	DET
ijpds-3481	101	41	critical	critical	ADJ
ijpds-3481	101	42	areas	area	NOUN
ijpds-3481	101	43	of	of	ADP
ijpds-3481	101	44	pharmacy	pharmacy	NOUN
ijpds-3481	101	45	,	,	PUNCT
ijpds-3481	101	46	such	such	ADJ
ijpds-3481	101	47	as	as	ADP
ijpds-3481	101	48	drug	drug	NOUN
ijpds-3481	101	49	discovery	discovery	NOUN
ijpds-3481	101	50	,	,	PUNCT
ijpds-3481	101	51	dosage	dosage	NOUN
ijpds-3481	101	52	form	form	NOUN
ijpds-3481	101	53	design	design	NOUN
ijpds-3481	101	54	,	,	PUNCT
ijpds-3481	101	55	poly	poly	ADJ
ijpds-3481	101	56	pharmacology	pharmacology	NOUN
ijpds-3481	101	57	,	,	PUNCT
ijpds-3481	101	58	hospital	hospital	NOUN
ijpds-3481	101	59	pharmacy	pharmacy	NOUN
ijpds-3481	101	60	,	,	PUNCT
ijpds-3481	101	61	etc	etc	X
ijpds-3481	101	62	.	.	X
ijpds-3481	102	1	it	it	PRON
ijpds-3481	102	2	has	have	AUX
ijpds-3481	102	3	been	be	AUX
ijpds-3481	102	4	found	find	VERB
ijpds-3481	102	5	to	to	PART
ijpds-3481	102	6	be	be	AUX
ijpds-3481	102	7	beneficial	beneficial	ADJ
ijpds-3481	102	8	to	to	PART
ijpds-3481	102	9	use	use	VERB
ijpds-3481	102	10	automated	automate	VERB
ijpds-3481	102	11	workflows	workflow	NOUN
ijpds-3481	102	12	and	and	CCONJ
ijpds-3481	102	13	databases	database	NOUN
ijpds-3481	102	14	for	for	ADP
ijpds-3481	102	15	efficient	efficient	ADJ
ijpds-3481	102	16	studies	study	NOUN
ijpds-3481	102	17	that	that	PRON
ijpds-3481	102	18	apply	apply	VERB
ijpds-3481	102	19	ai	ai	ADJ
ijpds-3481	102	20	techniques	technique	NOUN
ijpds-3481	102	21	.	.	PUNCT
ijpds-3481	103	1	the	the	DET
ijpds-3481	103	2	construction	construction	NOUN
ijpds-3481	103	3	of	of	ADP
ijpds-3481	103	4	novel	novel	ADJ
ijpds-3481	103	5	hypotheses	hypothesis	NOUN
ijpds-3481	103	6	,	,	PUNCT
ijpds-3481	103	7	strategies	strategy	NOUN
ijpds-3481	103	8	,	,	PUNCT
ijpds-3481	103	9	predictions	prediction	NOUN
ijpds-3481	103	10	,	,	PUNCT
ijpds-3481	103	11	and	and	CCONJ
ijpds-3481	103	12	assessments	assessment	NOUN
ijpds-3481	103	13	of	of	ADP
ijpds-3481	103	14	many	many	ADJ
ijpds-3481	103	15	connected	connected	ADJ
ijpds-3481	103	16	elements	element	NOUN
ijpds-3481	103	17	can	can	AUX
ijpds-3481	103	18	be	be	AUX
ijpds-3481	103	19	done	do	VERB
ijpds-3481	103	20	with	with	ADP
ijpds-3481	103	21	the	the	DET
ijpds-3481	103	22	ease	ease	NOUN
ijpds-3481	103	23	of	of	ADP
ijpds-3481	103	24	less	less	ADJ
ijpds-3481	103	25	time	time	NOUN
ijpds-3481	103	26	consumption	consumption	NOUN
ijpds-3481	103	27	and	and	CCONJ
ijpds-3481	103	28	affordability	affordability	NOUN
ijpds-3481	103	29	thanks	thank	NOUN
ijpds-3481	103	30	to	to	ADP
ijpds-3481	103	31	the	the	DET
ijpds-3481	103	32	usage	usage	NOUN
ijpds-3481	103	33	of	of	ADP
ijpds-3481	103	34	ai	ai	PROPN
ijpds-3481	103	35	technologies	technology	NOUN
ijpds-3481	103	36	.	.	PUNCT
ijpds-3481	104	1	references	reference	NOUN
ijpds-3481	104	2	1	1	NUM
ijpds-3481	104	3	.	.	PUNCT
ijpds-3481	104	4	mak	mak	PROPN
ijpds-3481	104	5	kk	kk	PROPN
ijpds-3481	104	6	,	,	PUNCT
ijpds-3481	104	7	pichika	pichika	PROPN
ijpds-3481	104	8	mr	mr	PROPN
ijpds-3481	104	9	.	.	PROPN
ijpds-3481	104	10	artificial	artificial	ADJ
ijpds-3481	104	11	intelligence	intelligence	NOUN
ijpds-3481	104	12	in	in	ADP
ijpds-3481	104	13	drug	drug	NOUN
ijpds-3481	104	14	development	development	NOUN
ijpds-3481	104	15	:	:	PUNCT
ijpds-3481	104	16	present	present	ADJ
ijpds-3481	104	17	status	status	NOUN
ijpds-3481	104	18	and	and	CCONJ
ijpds-3481	104	19	future	future	ADJ
ijpds-3481	104	20	prospects	prospect	NOUN
ijpds-3481	104	21	.	.	PUNCT
ijpds-3481	105	1	drug	drug	NOUN
ijpds-3481	105	2	discov	discov	PROPN
ijpds-3481	105	3	today	today	NOUN
ijpds-3481	105	4	.	.	PUNCT
ijpds-3481	106	1	2019	2019	NUM
ijpds-3481	106	2	;	;	PUNCT
ijpds-3481	107	1	24(3):773	24(3):773	PROPN
ijpds-3481	107	2	-	-	PUNCT
ijpds-3481	107	3	80	80	NUM
ijpds-3481	107	4	.	.	PUNCT
ijpds-3481	108	1	2	2	X
ijpds-3481	108	2	.	.	X
ijpds-3481	108	3	hassanzadeh	hassanzadeh	NOUN
ijpds-3481	108	4	p	p	NOUN
ijpds-3481	108	5	,	,	PUNCT
ijpds-3481	108	6	atyabi	atyabi	NOUN
ijpds-3481	108	7	f	f	PROPN
ijpds-3481	108	8	,	,	PUNCT
ijpds-3481	108	9	dinarvand	dinarvand	PROPN
ijpds-3481	108	10	r.	r.	PROPN
ijpds-3481	108	11	the	the	DET
ijpds-3481	108	12	significance	significance	NOUN
ijpds-3481	108	13	of	of	ADP
ijpds-3481	108	14	artificial	artificial	ADJ
ijpds-3481	108	15	intelligence	intelligence	NOUN
ijpds-3481	108	16	in	in	ADP
ijpds-3481	108	17	drug	drug	NOUN
ijpds-3481	108	18	delivery	delivery	NOUN
ijpds-3481	108	19	system	system	NOUN
ijpds-3481	108	20	design	design	NOUN
ijpds-3481	108	21	.	.	PUNCT
ijpds-3481	109	1	adv	adv	PROPN
ijpds-3481	109	2	drug	drug	PROPN
ijpds-3481	109	3	deliv	deliv	PROPN
ijpds-3481	109	4	rev	rev	VERB
ijpds-3481	109	5	.	.	PROPN
ijpds-3481	109	6	2019	2019	NUM
ijpds-3481	109	7	;	;	PUNCT
ijpds-3481	109	8	151:169	151:169	NUM
ijpds-3481	109	9	-	-	SYM
ijpds-3481	109	10	90	90	NUM
ijpds-3481	109	11	.	.	PUNCT
ijpds-3481	110	1	3	3	X
ijpds-3481	110	2	.	.	X
ijpds-3481	110	3	russel	russel	PROPN
ijpds-3481	110	4	s	s	PROPN
ijpds-3481	110	5	,	,	PUNCT
ijpds-3481	110	6	dewey	dewey	PROPN
ijpds-3481	110	7	d	d	PROPN
ijpds-3481	110	8	,	,	PUNCT
ijpds-3481	110	9	tegmark	tegmark	PROPN
ijpds-3481	110	10	m.	m.	NOUN
ijpds-3481	110	11	research	research	NOUN
ijpds-3481	110	12	priorities	priority	NOUN
ijpds-3481	110	13	for	for	ADP
ijpds-3481	110	14	robust	robust	ADJ
ijpds-3481	110	15	and	and	CCONJ
ijpds-3481	110	16	beneficial	beneficial	ADJ
ijpds-3481	110	17	artificial	artificial	ADJ
ijpds-3481	110	18	intelligence	intelligence	NOUN
ijpds-3481	110	19	.	.	PUNCT
ijpds-3481	111	1	ai	ai	VERB
ijpds-3481	111	2	mag	mag	PROPN
ijpds-3481	111	3	.	.	PUNCT
ijpds-3481	112	1	2015;36(4):105	2015;36(4):105	NOUN
ijpds-3481	112	2	-	-	PUNCT
ijpds-3481	112	3	14	14	NUM
ijpds-3481	112	4	.	.	PUNCT
ijpds-3481	113	1	tahilani	tahilani	PROPN
ijpds-3481	113	2	et	et	PROPN
ijpds-3481	113	3	al	al	PROPN
ijpds-3481	113	4	artificial	artificial	PROPN
ijpds-3481	113	5	intelligence	intelligence	NOUN
ijpds-3481	113	6	in	in	ADP
ijpds-3481	113	7	pharmaceutical	pharmaceutical	NOUN
ijpds-3481	113	8	industries	industry	NOUN
ijpds-3481	113	9	vol	vol	NOUN
ijpds-3481	113	10	1	1	NUM
ijpds-3481	113	11	|	|	NOUN
ijpds-3481	113	12	issue	issue	NOUN
ijpds-3481	113	13	2	2	NUM
ijpds-3481	114	1	|	|	ADV
ijpds-3481	114	2	jul	jul	PROPN
ijpds-3481	114	3	sep	sep	PROPN
ijpds-3481	114	4	2022	2022	NUM
ijpds-3481	114	5	indian	indian	PROPN
ijpds-3481	114	6	j	j	PROPN
ijpds-3481	114	7	pharm	pharm	PROPN
ijpds-3481	114	8	drug	drug	PROPN
ijpds-3481	114	9	studies	study	NOUN
ijpds-3481	114	10	|	|	ADV
ijpds-3481	114	11	50	50	NUM
ijpds-3481	114	12	4	4	NUM
ijpds-3481	114	13	.	.	PUNCT
ijpds-3481	115	1	duch	duch	PROPN
ijpds-3481	115	2	w	w	PROPN
ijpds-3481	115	3	,	,	PUNCT
ijpds-3481	115	4	setiono	setiono	PROPN
ijpds-3481	115	5	r	r	PROPN
ijpds-3481	115	6	,	,	PUNCT
ijpds-3481	115	7	zurada	zurada	PROPN
ijpds-3481	115	8	jm	jm	PROPN
ijpds-3481	115	9	.	.	PROPN
ijpds-3481	115	10	computational	computational	ADJ
ijpds-3481	115	11	intelligence	intelligence	NOUN
ijpds-3481	115	12	methods	method	NOUN
ijpds-3481	115	13	for	for	ADP
ijpds-3481	115	14	rulebased	rulebase	VERB
ijpds-3481	115	15	data	datum	NOUN
ijpds-3481	115	16	understanding	understanding	NOUN
ijpds-3481	115	17	.	.	PUNCT
ijpds-3481	116	1	proc	proc	PROPN
ijpds-3481	116	2	ieee	ieee	PROPN
ijpds-3481	116	3	.	.	PUNCT
ijpds-3481	116	4	2004	2004	NUM
ijpds-3481	116	5	;	;	PUNCT
ijpds-3481	116	6	92(5):771	92(5):771	NUM
ijpds-3481	116	7	-	-	SYM
ijpds-3481	116	8	805	805	NUM
ijpds-3481	116	9	.	.	NOUN
ijpds-3481	117	1	5	5	NUM
ijpds-3481	117	2	.	.	X
ijpds-3481	117	3	dasta	dasta	PROPN
ijpds-3481	117	4	jf	jf	PROPN
ijpds-3481	117	5	.	.	PUNCT
ijpds-3481	117	6	application	application	NOUN
ijpds-3481	117	7	of	of	ADP
ijpds-3481	117	8	artificial	artificial	ADJ
ijpds-3481	117	9	intelligence	intelligence	NOUN
ijpds-3481	117	10	to	to	PART
ijpds-3481	117	11	pharmacy	pharmacy	NOUN
ijpds-3481	117	12	and	and	CCONJ
ijpds-3481	117	13	medicine	medicine	NOUN
ijpds-3481	117	14	.	.	PUNCT
ijpds-3481	118	1	hosp	hosp	PROPN
ijpds-3481	118	2	pharm	pharm	PROPN
ijpds-3481	118	3	.	.	PUNCT
ijpds-3481	119	1	1992	1992	NUM
ijpds-3481	119	2	;	;	PUNCT
ijpds-3481	120	1	27(4):319	27(4):319	PROPN
ijpds-3481	120	2	-	-	PUNCT
ijpds-3481	120	3	22	22	NUM
ijpds-3481	120	4	.	.	PUNCT
ijpds-3481	121	1	6	6	NUM
ijpds-3481	121	2	.	.	X
ijpds-3481	122	1	jiang	jiang	PROPN
ijpds-3481	122	2	f	f	PROPN
ijpds-3481	122	3	,	,	PUNCT
ijpds-3481	122	4	jiang	jiang	PROPN
ijpds-3481	122	5	y	y	PROPN
ijpds-3481	122	6	,	,	PUNCT
ijpds-3481	122	7	zhi	zhi	PROPN
ijpds-3481	122	8	h.	h.	PROPN
ijpds-3481	122	9	artificial	artificial	PROPN
ijpds-3481	122	10	intelligence	intelligence	NOUN
ijpds-3481	122	11	in	in	ADP
ijpds-3481	122	12	healthcare	healthcare	PROPN
ijpds-3481	122	13	:	:	PUNCT
ijpds-3481	122	14	past	past	ADJ
ijpds-3481	122	15	,	,	PUNCT
ijpds-3481	122	16	present	present	ADJ
ijpds-3481	122	17	and	and	CCONJ
ijpds-3481	122	18	future	future	NOUN
ijpds-3481	122	19	.	.	PUNCT
ijpds-3481	123	1	stroke	stroke	NOUN
ijpds-3481	123	2	vasc	vasc	X
ijpds-3481	123	3	neurol	neurol	PROPN
ijpds-3481	123	4	.	.	PUNCT
ijpds-3481	124	1	2017	2017	NUM
ijpds-3481	124	2	;	;	PUNCT
ijpds-3481	124	3	2(4):230	2(4):230	NUM
ijpds-3481	124	4	-	-	SYM
ijpds-3481	124	5	43	43	NUM
ijpds-3481	124	6	.	.	PUNCT
ijpds-3481	125	1	7	7	X
ijpds-3481	125	2	.	.	X
ijpds-3481	125	3	gobburu	gobburu	PROPN
ijpds-3481	125	4	jv	jv	PROPN
ijpds-3481	125	5	,	,	PUNCT
ijpds-3481	125	6	chen	chen	PROPN
ijpds-3481	125	7	ep	ep	PROPN
ijpds-3481	125	8	.	.	PUNCT
ijpds-3481	126	1	artificial	artificial	ADJ
ijpds-3481	126	2	neural	neural	ADJ
ijpds-3481	126	3	networks	network	NOUN
ijpds-3481	126	4	as	as	ADP
ijpds-3481	126	5	a	a	DET
ijpds-3481	126	6	novel	novel	ADJ
ijpds-3481	126	7	approach	approach	NOUN
ijpds-3481	126	8	to	to	ADP
ijpds-3481	126	9	integrated	integrate	VERB
ijpds-3481	126	10	pharmacokinetic	pharmacokinetic	ADJ
ijpds-3481	126	11	-	-	PUNCT
ijpds-3481	126	12	pharmacodynamic	pharmacodynamic	ADJ
ijpds-3481	126	13	analysis	analysis	NOUN
ijpds-3481	126	14	.	.	PUNCT
ijpds-3481	127	1	j	j	PROPN
ijpds-3481	127	2	pharm	pharm	PROPN
ijpds-3481	127	3	sci	sci	PROPN
ijpds-3481	127	4	.	.	PROPN
ijpds-3481	127	5	1996	1996	NUM
ijpds-3481	127	6	;	;	PUNCT
ijpds-3481	127	7	85(5):505	85(5):505	NUM
ijpds-3481	127	8	-	-	PUNCT
ijpds-3481	127	9	10	10	NUM
ijpds-3481	127	10	.	.	NOUN
ijpds-3481	127	11	8	8	NUM
ijpds-3481	127	12	.	.	X
ijpds-3481	127	13	sakiyama	sakiyama	PROPN
ijpds-3481	128	1	y.	y.	NOUN
ijpds-3481	128	2	the	the	DET
ijpds-3481	128	3	use	use	NOUN
ijpds-3481	128	4	of	of	ADP
ijpds-3481	128	5	machine	machine	NOUN
ijpds-3481	128	6	learning	learning	NOUN
ijpds-3481	128	7	and	and	CCONJ
ijpds-3481	128	8	nonlinear	nonlinear	ADJ
ijpds-3481	128	9	statistical	statistical	ADJ
ijpds-3481	128	10	tools	tool	NOUN
ijpds-3481	128	11	for	for	ADP
ijpds-3481	128	12	adme	adme	NOUN
ijpds-3481	128	13	prediction	prediction	NOUN
ijpds-3481	128	14	.	.	PUNCT
ijpds-3481	129	1	expert	expert	NOUN
ijpds-3481	129	2	opin	opin	NOUN
ijpds-3481	129	3	drug	drug	NOUN
ijpds-3481	129	4	metab	metab	NOUN
ijpds-3481	129	5	toxicol	toxicol	NOUN
ijpds-3481	129	6	.	.	PUNCT
ijpds-3481	129	7	2009	2009	NUM
ijpds-3481	129	8	;	;	PUNCT
ijpds-3481	129	9	5(2):149	5(2):149	NUM
ijpds-3481	129	10	-	-	SYM
ijpds-3481	129	11	69	69	NUM
ijpds-3481	129	12	.	.	PUNCT
ijpds-3481	130	1	9	9	X
ijpds-3481	130	2	.	.	X
ijpds-3481	130	3	ramesh	ramesh	PROPN
ijpds-3481	130	4	a.	a.	PROPN
ijpds-3481	130	5	artificial	artificial	PROPN
ijpds-3481	130	6	intelligence	intelligence	NOUN
ijpds-3481	130	7	in	in	ADP
ijpds-3481	130	8	medicine	medicine	NOUN
ijpds-3481	130	9	.	.	PUNCT
ijpds-3481	131	1	ann	ann	PROPN
ijpds-3481	131	2	.	.	PROPN
ijpds-3481	131	3	r.	r.	PROPN
ijpds-3481	131	4	coll	coll	PROPN
ijpds-3481	131	5	.	.	PUNCT
ijpds-3481	132	1	surg	surg	PROPN
ijpds-3481	132	2	.	.	PUNCT
ijpds-3481	133	1	engl	engl	PROPN
ijpds-3481	133	2	.	.	PUNCT
ijpds-3481	134	1	2004	2004	NUM
ijpds-3481	134	2	;	;	PUNCT
ijpds-3481	135	1	86:334–338	86:334–338	NUM
ijpds-3481	135	2	.	.	PUNCT
ijpds-3481	136	1	10	10	NUM
ijpds-3481	136	2	.	.	PUNCT
ijpds-3481	137	1	miles	miles	PROPN
ijpds-3481	137	2	j.	j.	PROPN
ijpds-3481	137	3	,	,	PUNCT
ijpds-3481	137	4	walker	walker	PROPN
ijpds-3481	137	5	a.	a.	PROPN
ijpds-3481	137	6	the	the	DET
ijpds-3481	137	7	potential	potential	ADJ
ijpds-3481	137	8	application	application	NOUN
ijpds-3481	137	9	of	of	ADP
ijpds-3481	137	10	artificial	artificial	ADJ
ijpds-3481	137	11	intelligence	intelligence	NOUN
ijpds-3481	137	12	in	in	ADP
ijpds-3481	137	13	transport	transport	NOUN
ijpds-3481	137	14	.	.	PUNCT
ijpds-3481	138	1	iee	iee	PROPN
ijpds-3481	138	2	proc.-intell	proc.-intell	PROPN
ijpds-3481	138	3	.	.	PUNCT
ijpds-3481	139	1	transport	transport	PROPN
ijpds-3481	139	2	syst	syst	PROPN
ijpds-3481	139	3	.	.	PUNCT
ijpds-3481	140	1	2006;153:183–198	2006;153:183–198	NUM
ijpds-3481	140	2	11	11	NUM
ijpds-3481	140	3	.	.	PUNCT
ijpds-3481	141	1	yang	yang	PROPN
ijpds-3481	141	2	y.	y.	PROPN
ijpds-3481	141	3	,	,	PUNCT
ijpds-3481	141	4	siau	siau	PROPN
ijpds-3481	141	5	k.	k.	PROPN
ijpds-3481	141	6	a	a	DET
ijpds-3481	141	7	qualitative	qualitative	ADJ
ijpds-3481	141	8	research	research	NOUN
ijpds-3481	141	9	on	on	ADP
ijpds-3481	141	10	marketing	marketing	NOUN
ijpds-3481	141	11	and	and	CCONJ
ijpds-3481	141	12	sales	sale	NOUN
ijpds-3481	141	13	in	in	ADP
ijpds-3481	141	14	the	the	DET
ijpds-3481	141	15	artificial	artificial	ADJ
ijpds-3481	141	16	intelligence	intelligence	NOUN
ijpds-3481	141	17	age	age	NOUN
ijpds-3481	141	18	.	.	PUNCT
ijpds-3481	142	1	mwais	mwais	PROPN
ijpds-3481	142	2	;	;	PUNCT
ijpds-3481	142	3	2018	2018	NUM
ijpds-3481	142	4	.	.	PUNCT
ijpds-3481	143	1	12	12	NUM
ijpds-3481	143	2	.	.	PUNCT
ijpds-3481	144	1	wirtz	wirtz	PROPN
ijpds-3481	144	2	b.w	b.w	PROPN
ijpds-3481	144	3	.	.	PROPN
ijpds-3481	144	4	artificial	artificial	ADJ
ijpds-3481	144	5	intelligence	intelligence	NOUN
ijpds-3481	144	6	and	and	CCONJ
ijpds-3481	144	7	the	the	DET
ijpds-3481	144	8	public	public	ADJ
ijpds-3481	144	9	sector	sector	NOUN
ijpds-3481	144	10	—	—	PUNCT
ijpds-3481	144	11	applications	application	NOUN
ijpds-3481	144	12	and	and	CCONJ
ijpds-3481	144	13	challenges	challenge	NOUN
ijpds-3481	144	14	.	.	PUNCT
ijpds-3481	145	1	int	int	NOUN
ijpds-3481	145	2	.	.	PUNCT
ijpds-3481	146	1	j.	j.	PROPN
ijpds-3481	146	2	public	public	PROPN
ijpds-3481	146	3	adm	adm	PROPN
ijpds-3481	146	4	.	.	PROPN
ijpds-3481	147	1	2019	2019	NUM
ijpds-3481	147	2	;	;	PUNCT
ijpds-3481	147	3	42:596	42:596	NUM
ijpds-3481	147	4	–	–	PUNCT
ijpds-3481	147	5	615	615	NUM
ijpds-3481	147	6	.	.	NOUN
ijpds-3481	148	1	13	13	NUM
ijpds-3481	148	2	.	.	X
ijpds-3481	149	1	smith	smith	PROPN
ijpds-3481	149	2	r.g	r.g	PROPN
ijpds-3481	149	3	.	.	PROPN
ijpds-3481	149	4	,	,	PUNCT
ijpds-3481	149	5	farquhar	farquhar	PROPN
ijpds-3481	149	6	a.	a.	PROPN
ijpds-3481	149	7	the	the	DET
ijpds-3481	149	8	road	road	NOUN
ijpds-3481	149	9	ahead	ahead	ADV
ijpds-3481	149	10	for	for	ADP
ijpds-3481	149	11	knowledge	knowledge	NOUN
ijpds-3481	149	12	management	management	NOUN
ijpds-3481	149	13	:	:	PUNCT
ijpds-3481	149	14	an	an	DET
ijpds-3481	149	15	ai	ai	NOUN
ijpds-3481	149	16	perspective	perspective	NOUN
ijpds-3481	149	17	.	.	PUNCT
ijpds-3481	150	1	ai	ai	VERB
ijpds-3481	150	2	mag	mag	PROPN
ijpds-3481	150	3	.	.	PROPN
ijpds-3481	151	1	2000	2000	NUM
ijpds-3481	151	2	;	;	PUNCT
ijpds-3481	152	1	21	21	NUM
ijpds-3481	152	2	171–178	171–178	NUM
ijpds-3481	152	3	.	.	PUNCT
ijpds-3481	153	1	14	14	NUM
ijpds-3481	153	2	.	.	PUNCT
ijpds-3481	153	3	lamberti	lamberti	PROPN
ijpds-3481	153	4	m.j	m.j	PROPN
ijpds-3481	153	5	.	.	PUNCT
ijpds-3481	153	6	a	a	DET
ijpds-3481	153	7	study	study	NOUN
ijpds-3481	153	8	on	on	ADP
ijpds-3481	153	9	the	the	DET
ijpds-3481	153	10	application	application	NOUN
ijpds-3481	153	11	and	and	CCONJ
ijpds-3481	153	12	use	use	NOUN
ijpds-3481	153	13	of	of	ADP
ijpds-3481	153	14	artificial	artificial	ADJ
ijpds-3481	153	15	intelligence	intelligence	NOUN
ijpds-3481	153	16	to	to	PART
ijpds-3481	153	17	support	support	VERB
ijpds-3481	153	18	drug	drug	NOUN
ijpds-3481	153	19	development	development	NOUN
ijpds-3481	153	20	.	.	PUNCT
ijpds-3481	154	1	clin	clin	PROPN
ijpds-3481	154	2	.	.	PUNCT
ijpds-3481	155	1	ther	ther	PROPN
ijpds-3481	155	2	.	.	PUNCT
ijpds-3481	156	1	2019	2019	NUM
ijpds-3481	156	2	;	;	PUNCT
ijpds-3481	156	3	41:1414–1426	41:1414–1426	NUM
ijpds-3481	156	4	.	.	NOUN
ijpds-3481	156	5	15	15	NUM
ijpds-3481	156	6	.	.	PUNCT
ijpds-3481	157	1	beneke	beneke	PROPN
ijpds-3481	157	2	f.	f.	PROPN
ijpds-3481	157	3	,	,	PUNCT
ijpds-3481	157	4	mackenrodt	mackenrodt	PROPN
ijpds-3481	157	5	m.-o	m.-o	NOUN
ijpds-3481	157	6	.	.	PUNCT
ijpds-3481	158	1	artificial	artificial	ADJ
ijpds-3481	158	2	intelligence	intelligence	NOUN
ijpds-3481	158	3	and	and	CCONJ
ijpds-3481	158	4	collusion	collusion	NOUN
ijpds-3481	158	5	.	.	PUNCT
ijpds-3481	159	1	iic	iic	PROPN
ijpds-3481	159	2	int	int	PROPN
ijpds-3481	159	3	.	.	PUNCT
ijpds-3481	160	1	rev	rev	PROPN
ijpds-3481	160	2	.	.	PROPN
ijpds-3481	160	3	intellectual	intellectual	ADJ
ijpds-3481	160	4	property	property	NOUN
ijpds-3481	160	5	competition	competition	NOUN
ijpds-3481	160	6	law	law	NOUN
ijpds-3481	160	7	.	.	PUNCT
ijpds-3481	161	1	2019	2019	NUM
ijpds-3481	161	2	;	;	PUNCT
ijpds-3481	162	1	50:109–134	50:109–134	NUM
ijpds-3481	162	2	.	.	PUNCT
ijpds-3481	163	1	16	16	NUM
ijpds-3481	163	2	.	.	PUNCT
ijpds-3481	164	1	steels	steels	PROPN
ijpds-3481	164	2	l.	l.	PROPN
ijpds-3481	164	3	,	,	PUNCT
ijpds-3481	164	4	brooks	brooks	PROPN
ijpds-3481	164	5	r.	r.	PROPN
ijpds-3481	164	6	routledge	routledge	PROPN
ijpds-3481	164	7	;	;	PUNCT
ijpds-3481	164	8	2018	2018	NUM
ijpds-3481	164	9	.	.	PUNCT
ijpds-3481	165	1	the	the	DET
ijpds-3481	165	2	artificial	artificial	ADJ
ijpds-3481	165	3	life	life	NOUN
ijpds-3481	165	4	route	route	NOUN
ijpds-3481	165	5	to	to	ADP
ijpds-3481	165	6	artificial	artificial	ADJ
ijpds-3481	165	7	intelligence	intelligence	NOUN
ijpds-3481	165	8	:	:	PUNCT
ijpds-3481	165	9	building	building	NOUN
ijpds-3481	165	10	embodied	embody	VERB
ijpds-3481	165	11	,	,	PUNCT
ijpds-3481	165	12	situated	situated	ADJ
ijpds-3481	165	13	agents	agent	NOUN
ijpds-3481	165	14	.	.	PUNCT
ijpds-3481	166	1	17	17	NUM
ijpds-3481	166	2	.	.	PUNCT
ijpds-3481	166	3	bielecki	bielecki	PROPN
ijpds-3481	166	4	a.	a.	PROPN
ijpds-3481	166	5	,	,	PUNCT
ijpds-3481	166	6	bielecki	bielecki	PROPN
ijpds-3481	166	7	a.	a.	NOUN
ijpds-3481	166	8	foundations	foundation	NOUN
ijpds-3481	166	9	of	of	ADP
ijpds-3481	166	10	artificial	artificial	ADJ
ijpds-3481	166	11	neural	neural	ADJ
ijpds-3481	166	12	networks	network	NOUN
ijpds-3481	166	13	.	.	PUNCT
ijpds-3481	167	1	in	in	ADP
ijpds-3481	167	2	:	:	PUNCT
ijpds-3481	167	3	kacprzyk	kacprzyk	PROPN
ijpds-3481	167	4	janusz	janusz	PROPN
ijpds-3481	167	5	.	.	PROPN
ijpds-3481	167	6	,	,	PUNCT
ijpds-3481	167	7	editor	editor	NOUN
ijpds-3481	167	8	.	.	PUNCT
ijpds-3481	168	1	models	model	NOUN
ijpds-3481	168	2	of	of	ADP
ijpds-3481	168	3	neurons	neuron	NOUN
ijpds-3481	168	4	and	and	CCONJ
ijpds-3481	168	5	perceptrons	perceptron	NOUN
ijpds-3481	168	6	:	:	PUNCT
ijpds-3481	168	7	selected	select	VERB
ijpds-3481	168	8	problems	problem	NOUN
ijpds-3481	168	9	and	and	CCONJ
ijpds-3481	168	10	challenges	challenge	NOUN
ijpds-3481	168	11	.	.	PUNCT
ijpds-3481	169	1	springer	springer	NOUN
ijpds-3481	169	2	international	international	ADJ
ijpds-3481	169	3	publishing	publishing	NOUN
ijpds-3481	169	4	;	;	PUNCT
ijpds-3481	169	5	polish	polish	PROPN
ijpds-3481	169	6	academy	academy	PROPN
ijpds-3481	169	7	of	of	ADP
ijpds-3481	169	8	sciences	sciences	PROPN
ijpds-3481	169	9	,	,	PUNCT
ijpds-3481	169	10	warsaw	warsaw	PROPN
ijpds-3481	169	11	,	,	PUNCT
ijpds-3481	169	12	poland	poland	PROPN
ijpds-3481	169	13	.	.	PROPN
ijpds-3481	170	1	2019	2019	NUM
ijpds-3481	170	2	.	.	PUNCT
ijpds-3481	171	1	pp	pp	ADV
ijpds-3481	171	2	.	.	PUNCT
ijpds-3481	172	1	15–28	15–28	NOUN
ijpds-3481	172	2	.	.	PUNCT
ijpds-3481	173	1	18	18	NUM
ijpds-3481	173	2	.	.	X
ijpds-3481	173	3	kalyane	kalyane	PROPN
ijpds-3481	173	4	d.	d.	PROPN
ijpds-3481	173	5	artificial	artificial	PROPN
ijpds-3481	173	6	intelligence	intelligence	NOUN
ijpds-3481	173	7	in	in	ADP
ijpds-3481	173	8	the	the	DET
ijpds-3481	173	9	pharmaceutical	pharmaceutical	NOUN
ijpds-3481	173	10	sector	sector	NOUN
ijpds-3481	173	11	:	:	PUNCT
ijpds-3481	173	12	current	current	ADJ
ijpds-3481	173	13	scene	scene	NOUN
ijpds-3481	173	14	and	and	CCONJ
ijpds-3481	173	15	future	future	ADJ
ijpds-3481	173	16	prospect	prospect	NOUN
ijpds-3481	173	17	.	.	PUNCT
ijpds-3481	174	1	in	in	ADP
ijpds-3481	174	2	:	:	PUNCT
ijpds-3481	174	3	tekade	tekade	VERB
ijpds-3481	174	4	rakesh	rakesh	PROPN
ijpds-3481	174	5	k.	k.	PROPN
ijpds-3481	174	6	,	,	PUNCT
ijpds-3481	174	7	editor	editor	NOUN
ijpds-3481	174	8	.	.	PUNCT
ijpds-3481	175	1	the	the	DET
ijpds-3481	175	2	future	future	NOUN
ijpds-3481	175	3	of	of	ADP
ijpds-3481	175	4	pharmaceutical	pharmaceutical	ADJ
ijpds-3481	175	5	product	product	NOUN
ijpds-3481	175	6	development	development	NOUN
ijpds-3481	175	7	and	and	CCONJ
ijpds-3481	175	8	research	research	NOUN
ijpds-3481	175	9	.	.	PUNCT
ijpds-3481	176	1	elsevier	elsevier	NOUN
ijpds-3481	176	2	;	;	PUNCT
ijpds-3481	176	3	2020	2020	NUM
ijpds-3481	176	4	.	.	PUNCT
ijpds-3481	177	1	pp	pp	ADV
ijpds-3481	177	2	.	.	PUNCT
ijpds-3481	178	1	73–107	73–107	NUM
ijpds-3481	178	2	.	.	NOUN
ijpds-3481	178	3	19	19	NUM
ijpds-3481	178	4	.	.	PUNCT
ijpds-3481	179	1	russell	russell	PROPN
ijpds-3481	179	2	s	s	PROPN
ijpds-3481	179	3	,	,	PUNCT
ijpds-3481	179	4	dewey	dewey	PROPN
ijpds-3481	179	5	d	d	PROPN
ijpds-3481	179	6	,	,	PUNCT
ijpds-3481	179	7	tegmark	tegmark	PROPN
ijpds-3481	179	8	m.	m.	NOUN
ijpds-3481	179	9	research	research	NOUN
ijpds-3481	179	10	priorities	priority	NOUN
ijpds-3481	179	11	for	for	ADP
ijpds-3481	179	12	robust	robust	ADJ
ijpds-3481	179	13	and	and	CCONJ
ijpds-3481	179	14	beneficial	beneficial	ADJ
ijpds-3481	179	15	artificial	artificial	ADJ
ijpds-3481	179	16	intelligence	intelligence	NOUN
ijpds-3481	179	17	.	.	PUNCT
ijpds-3481	180	1	ai	ai	PROPN
ijpds-3481	180	2	magazine	magazine	NOUN
ijpds-3481	180	3	.	.	PUNCT
ijpds-3481	181	1	2015	2015	NUM
ijpds-3481	181	2	dec	dec	PROPN
ijpds-3481	181	3	31	31	NUM
ijpds-3481	181	4	;	;	PUNCT
ijpds-3481	181	5	36(4):105	36(4):105	NUM
ijpds-3481	181	6	-	-	SYM
ijpds-3481	181	7	14	14	NUM
ijpds-3481	181	8	.	.	PUNCT
ijpds-3481	181	9	20	20	NUM
ijpds-3481	181	10	.	.	PUNCT
ijpds-3481	182	1	lakshmi	lakshmi	PROPN
ijpds-3481	182	2	teja	teja	PROPN
ijpds-3481	182	3	t	t	PROPN
ijpds-3481	182	4	,	,	PUNCT
ijpds-3481	182	5	keerthi	keerthi	PROPN
ijpds-3481	182	6	p	p	PROPN
ijpds-3481	182	7	,	,	PUNCT
ijpds-3481	183	1	debarshi	debarshi	PROPN
ijpds-3481	183	2	datta	datta	PROPN
ijpds-3481	183	3	nb	nb	PROPN
ijpds-3481	183	4	.	.	PUNCT
ijpds-3481	184	1	recent	recent	ADJ
ijpds-3481	184	2	trends	trend	NOUN
ijpds-3481	184	3	in	in	ADP
ijpds-3481	184	4	the	the	DET
ijpds-3481	184	5	usage	usage	NOUN
ijpds-3481	184	6	of	of	ADP
ijpds-3481	184	7	robotics	robotic	NOUN
ijpds-3481	184	8	in	in	ADP
ijpds-3481	184	9	pharmacy	pharmacy	NOUN
ijpds-3481	184	10	,	,	PUNCT
ijpds-3481	184	11	indian	indian	ADJ
ijpds-3481	184	12	journal	journal	NOUN
ijpds-3481	184	13	of	of	ADP
ijpds-3481	184	14	research	research	NOUN
ijpds-3481	184	15	in	in	ADP
ijpds-3481	184	16	pharmacy	pharmacy	NOUN
ijpds-3481	184	17	and	and	CCONJ
ijpds-3481	184	18	biotechnology	biotechnology	NOUN
ijpds-3481	184	19	,	,	PUNCT
ijpds-3481	184	20	2(1	2(1	NUM
ijpds-3481	184	21	)	)	PUNCT
ijpds-3481	184	22	,	,	PUNCT
ijpds-3481	184	23	1038	1038	NUM
ijpds-3481	184	24	-	-	SYM
ijpds-3481	184	25	1043	1043	NUM
ijpds-3481	184	26	.	.	PUNCT
ijpds-3481	185	1	21	21	NUM
ijpds-3481	185	2	.	.	PUNCT
ijpds-3481	186	1	yussupova	yussupova	PROPN
ijpds-3481	186	2	n	n	CCONJ
ijpds-3481	186	3	,	,	PUNCT
ijpds-3481	186	4	kovács	kovács	NOUN
ijpds-3481	186	5	g	g	PROPN
ijpds-3481	186	6	,	,	PUNCT
ijpds-3481	186	7	boyko	boyko	PROPN
ijpds-3481	186	8	m	m	PROPN
ijpds-3481	186	9	,	,	PUNCT
ijpds-3481	186	10	bogdanova	bogdanova	PROPN
ijpds-3481	186	11	d.	d.	PROPN
ijpds-3481	186	12	models	model	NOUN
ijpds-3481	186	13	and	and	CCONJ
ijpds-3481	186	14	methods	method	NOUN
ijpds-3481	186	15	for	for	ADP
ijpds-3481	186	16	quality	quality	NOUN
ijpds-3481	186	17	management	management	NOUN
ijpds-3481	186	18	based	base	VERB
ijpds-3481	186	19	on	on	ADP
ijpds-3481	186	20	artificial	artificial	ADJ
ijpds-3481	186	21	intelligence	intelligence	NOUN
ijpds-3481	186	22	applications	application	NOUN
ijpds-3481	186	23	.	.	PUNCT
ijpds-3481	187	1	acta	acta	PROPN
ijpds-3481	187	2	polytechnica	polytechnica	PROPN
ijpds-3481	187	3	hungarica	hungarica	PROPN
ijpds-3481	187	4	.	.	PUNCT
ijpds-3481	188	1	2016	2016	NUM
ijpds-3481	188	2	;	;	PUNCT
ijpds-3481	189	1	13(3):45	13(3):45	NUM
ijpds-3481	189	2	-	-	SYM
ijpds-3481	189	3	60	60	NUM
ijpds-3481	189	4	22	22	NUM
ijpds-3481	189	5	.	.	PUNCT
ijpds-3481	190	1	brady	brady	PROPN
ijpds-3481	190	2	m.	m.	PROPN
ijpds-3481	190	3	artificial	artificial	ADJ
ijpds-3481	190	4	intelligence	intelligence	NOUN
ijpds-3481	190	5	and	and	CCONJ
ijpds-3481	190	6	robotics	robotic	NOUN
ijpds-3481	190	7	.	.	PUNCT
ijpds-3481	190	8	springer	springer	NOUN
ijpds-3481	190	9	,	,	PUNCT
ijpds-3481	190	10	berlin	berlin	PROPN
ijpds-3481	190	11	,	,	PUNCT
ijpds-3481	190	12	heidelberg	heidelberg	PROPN
ijpds-3481	190	13	.	.	PUNCT
ijpds-3481	191	1	in	in	ADP
ijpds-3481	191	2	robotics	robotic	NOUN
ijpds-3481	191	3	and	and	CCONJ
ijpds-3481	191	4	artificial	artificial	ADJ
ijpds-3481	191	5	intelligence	intelligence	NOUN
ijpds-3481	191	6	1984	1984	NUM
ijpds-3481	191	7	,	,	PUNCT
ijpds-3481	191	8	47	47	NUM
ijpds-3481	191	9	-	-	SYM
ijpds-3481	191	10	63	63	NUM
ijpds-3481	191	11	.	.	PUNCT
ijpds-3481	191	12	23	23	NUM
ijpds-3481	191	13	.	.	PUNCT
ijpds-3481	192	1	guo	guo	PROPN
ijpds-3481	192	2	m.	m.	PROPN
ijpds-3481	192	3	a	a	DET
ijpds-3481	192	4	prototype	prototype	NOUN
ijpds-3481	192	5	intelligent	intelligent	ADJ
ijpds-3481	192	6	hybrid	hybrid	ADJ
ijpds-3481	192	7	system	system	NOUN
ijpds-3481	192	8	for	for	ADP
ijpds-3481	192	9	hard	hard	ADJ
ijpds-3481	192	10	gelatin	gelatin	NOUN
ijpds-3481	192	11	capsule	capsule	NOUN
ijpds-3481	192	12	formulation	formulation	NOUN
ijpds-3481	192	13	development	development	NOUN
ijpds-3481	192	14	.	.	PUNCT
ijpds-3481	193	1	pharm	pharm	NOUN
ijpds-3481	193	2	technol	technol	PROPN
ijpds-3481	193	3	2002;6:44–52	2002;6:44–52	NUM
ijpds-3481	193	4	.	.	PUNCT
ijpds-3481	194	1	24	24	NUM
ijpds-3481	194	2	.	.	PUNCT
ijpds-3481	195	1	mehta	mehta	PROPN
ijpds-3481	195	2	c.h	c.h	PROPN
ijpds-3481	195	3	.	.	PROPN
ijpds-3481	195	4	computational	computational	ADJ
ijpds-3481	195	5	modeling	modeling	NOUN
ijpds-3481	195	6	for	for	ADP
ijpds-3481	195	7	formulation	formulation	NOUN
ijpds-3481	195	8	design	design	NOUN
ijpds-3481	195	9	.	.	PUNCT
ijpds-3481	196	1	drug	drug	NOUN
ijpds-3481	196	2	discovery	discovery	PROPN
ijpds-3481	196	3	today	today	NOUN
ijpds-3481	196	4	.	.	PUNCT
ijpds-3481	197	1	2019	2019	NUM
ijpds-3481	197	2	;	;	PUNCT
ijpds-3481	198	1	24:781–788	24:781–788	NUM
ijpds-3481	198	2	.	.	PUNCT
ijpds-3481	199	1	25	25	NUM
ijpds-3481	199	2	.	.	PUNCT
ijpds-3481	199	3	zhao	zhao	PROPN
ijpds-3481	199	4	c.	c.	PROPN
ijpds-3481	199	5	toward	toward	ADP
ijpds-3481	199	6	intelligent	intelligent	ADJ
ijpds-3481	199	7	decision	decision	NOUN
ijpds-3481	199	8	support	support	NOUN
ijpds-3481	199	9	for	for	ADP
ijpds-3481	199	10	pharmaceutical	pharmaceutical	ADJ
ijpds-3481	199	11	product	product	NOUN
ijpds-3481	199	12	development	development	NOUN
ijpds-3481	199	13	.	.	PUNCT
ijpds-3481	200	1	j.	j.	PROPN
ijpds-3481	200	2	pharm	pharm	PROPN
ijpds-3481	200	3	.	.	PUNCT
ijpds-3481	201	1	innovation	innovation	NOUN
ijpds-3481	201	2	.	.	PUNCT
ijpds-3481	202	1	2006	2006	NUM
ijpds-3481	202	2	;	;	PUNCT
ijpds-3481	202	3	1:23–35	1:23–35	NUM
ijpds-3481	202	4	.	.	NOUN
ijpds-3481	203	1	26	26	NUM
ijpds-3481	203	2	.	.	PUNCT
ijpds-3481	203	3	rantanen	rantanen	PROPN
ijpds-3481	203	4	j.	j.	PROPN
ijpds-3481	203	5	,	,	PUNCT
ijpds-3481	203	6	khinast	khinast	VERB
ijpds-3481	203	7	j.	j.	PROPN
ijpds-3481	203	8	the	the	DET
ijpds-3481	203	9	future	future	NOUN
ijpds-3481	203	10	of	of	ADP
ijpds-3481	203	11	pharmaceutical	pharmaceutical	NOUN
ijpds-3481	203	12	manufacturing	manufacturing	NOUN
ijpds-3481	203	13	sciences	science	NOUN
ijpds-3481	203	14	.	.	PUNCT
ijpds-3481	204	1	j.	j.	PROPN
ijpds-3481	204	2	pharm	pharm	PROPN
ijpds-3481	204	3	.	.	PUNCT
ijpds-3481	205	1	sci	sci	PROPN
ijpds-3481	205	2	.	.	PROPN
ijpds-3481	205	3	2015	2015	NUM
ijpds-3481	205	4	;	;	PUNCT
ijpds-3481	205	5	104:3612–3638	104:3612–3638	NUM
ijpds-3481	205	6	.	.	PUNCT
ijpds-3481	206	1	27	27	NUM
ijpds-3481	206	2	.	.	PUNCT
ijpds-3481	207	1	ketterhagen	ketterhagen	PROPN
ijpds-3481	207	2	w.r	w.r	PROPN
ijpds-3481	207	3	.	.	PROPN
ijpds-3481	207	4	process	process	NOUN
ijpds-3481	207	5	modeling	modeling	NOUN
ijpds-3481	207	6	in	in	ADP
ijpds-3481	207	7	the	the	DET
ijpds-3481	207	8	pharmaceutical	pharmaceutical	NOUN
ijpds-3481	207	9	industry	industry	NOUN
ijpds-3481	207	10	using	use	VERB
ijpds-3481	207	11	the	the	DET
ijpds-3481	207	12	discrete	discrete	ADJ
ijpds-3481	207	13	element	element	NOUN
ijpds-3481	207	14	method	method	NOUN
ijpds-3481	207	15	.	.	PUNCT
ijpds-3481	208	1	j.	j.	PROPN
ijpds-3481	208	2	pharm	pharm	PROPN
ijpds-3481	208	3	.	.	PUNCT
ijpds-3481	209	1	sci	sci	PROPN
ijpds-3481	209	2	.	.	PROPN
ijpds-3481	209	3	2009	2009	NUM
ijpds-3481	209	4	;	;	PUNCT
ijpds-3481	209	5	98:442–470	98:442–470	NUM
ijpds-3481	209	6	.	.	PUNCT
ijpds-3481	209	7	28	28	NUM
ijpds-3481	209	8	.	.	PUNCT
ijpds-3481	210	1	chen	chen	PROPN
ijpds-3481	210	2	w.	w.	PROPN
ijpds-3481	210	3	mathematical	mathematical	PROPN
ijpds-3481	210	4	model	model	PROPN
ijpds-3481	210	5	-	-	PUNCT
ijpds-3481	210	6	based	base	VERB
ijpds-3481	210	7	accelerated	accelerate	VERB
ijpds-3481	210	8	development	development	NOUN
ijpds-3481	210	9	of	of	ADP
ijpds-3481	210	10	extended	extend	VERB
ijpds-3481	210	11	-	-	PUNCT
ijpds-3481	210	12	release	release	NOUN
ijpds-3481	210	13	metformin	metformin	NOUN
ijpds-3481	210	14	hydrochloride	hydrochloride	NOUN
ijpds-3481	210	15	tablet	tablet	NOUN
ijpds-3481	210	16	formulation	formulation	NOUN
ijpds-3481	210	17	.	.	PUNCT
ijpds-3481	211	1	aaps	aap	NOUN
ijpds-3481	211	2	pharmscitech	pharmscitech	VERB
ijpds-3481	211	3	.	.	PUNCT
ijpds-3481	212	1	2016	2016	NUM
ijpds-3481	212	2	;	;	PUNCT
ijpds-3481	213	1	17:1007–1013	17:1007–1013	NUM
ijpds-3481	213	2	.	.	PUNCT
ijpds-3481	213	3	29	29	NUM
ijpds-3481	213	4	.	.	PUNCT
ijpds-3481	214	1	meziane	meziane	PROPN
ijpds-3481	214	2	f.	f.	PROPN
ijpds-3481	214	3	intelligent	intelligent	ADJ
ijpds-3481	214	4	systems	system	NOUN
ijpds-3481	214	5	in	in	ADP
ijpds-3481	214	6	manufacturing	manufacturing	NOUN
ijpds-3481	214	7	:	:	PUNCT
ijpds-3481	214	8	current	current	ADJ
ijpds-3481	214	9	developments	development	NOUN
ijpds-3481	214	10	and	and	CCONJ
ijpds-3481	214	11	future	future	ADJ
ijpds-3481	214	12	prospects	prospect	NOUN
ijpds-3481	214	13	.	.	PUNCT
ijpds-3481	215	1	integr	integr	PROPN
ijpds-3481	215	2	.	.	PUNCT
ijpds-3481	216	1	manuf	manuf	PROPN
ijpds-3481	216	2	.	.	PUNCT
ijpds-3481	217	1	syst	syst	PROPN
ijpds-3481	217	2	.	.	PUNCT
ijpds-3481	218	1	2000	2000	NUM
ijpds-3481	218	2	;	;	PUNCT
ijpds-3481	219	1	11:218–238	11:218–238	NUM
ijpds-3481	219	2	.	.	PUNCT
ijpds-3481	220	1	30	30	NUM
ijpds-3481	220	2	.	.	PUNCT
ijpds-3481	221	1	steiner	steiner	PROPN
ijpds-3481	221	2	s.	s.	PROPN
ijpds-3481	221	3	organic	organic	ADJ
ijpds-3481	221	4	synthesis	synthesis	NOUN
ijpds-3481	221	5	in	in	ADP
ijpds-3481	221	6	a	a	DET
ijpds-3481	221	7	modular	modular	ADJ
ijpds-3481	221	8	robotic	robotic	ADJ
ijpds-3481	221	9	system	system	NOUN
ijpds-3481	221	10	driven	drive	VERB
ijpds-3481	221	11	by	by	ADP
ijpds-3481	221	12	a	a	DET
ijpds-3481	221	13	chemical	chemical	NOUN
ijpds-3481	221	14	programming	programming	NOUN
ijpds-3481	221	15	language	language	NOUN
ijpds-3481	221	16	.	.	PUNCT
ijpds-3481	222	1	science	science	NOUN
ijpds-3481	222	2	.	.	PUNCT
ijpds-3481	223	1	2019	2019	NUM
ijpds-3481	223	2	;	;	PUNCT
ijpds-3481	223	3	363	363	NUM
ijpds-3481	223	4	:	:	PUNCT
ijpds-3481	223	5	eaav2211	eaav2211	PROPN
ijpds-3481	223	6	.	.	PUNCT
ijpds-3481	224	1	31	31	NUM
ijpds-3481	224	2	.	.	PUNCT
ijpds-3481	225	1	faure	faure	PROPN
ijpds-3481	225	2	a.	a.	NOUN
ijpds-3481	225	3	process	process	NOUN
ijpds-3481	225	4	control	control	NOUN
ijpds-3481	225	5	and	and	CCONJ
ijpds-3481	225	6	scale	scale	NOUN
ijpds-3481	225	7	-	-	PUNCT
ijpds-3481	225	8	up	up	NOUN
ijpds-3481	225	9	of	of	ADP
ijpds-3481	225	10	pharmaceutical	pharmaceutical	ADJ
ijpds-3481	225	11	wet	wet	ADJ
ijpds-3481	225	12	granulation	granulation	NOUN
ijpds-3481	225	13	processes	process	NOUN
ijpds-3481	225	14	:	:	PUNCT
ijpds-3481	225	15	a	a	DET
ijpds-3481	225	16	review	review	NOUN
ijpds-3481	225	17	.	.	PUNCT
ijpds-3481	226	1	eur	eur	PROPN
ijpds-3481	226	2	.	.	PUNCT
ijpds-3481	227	1	j.	j.	PROPN
ijpds-3481	227	2	pharm	pharm	PROPN
ijpds-3481	227	3	.	.	PUNCT
ijpds-3481	228	1	biopharm	biopharm	PROPN
ijpds-3481	228	2	.	.	PUNCT
ijpds-3481	229	1	2001	2001	NUM
ijpds-3481	229	2	;	;	PUNCT
ijpds-3481	230	1	52:269–277	52:269–277	NUM
ijpds-3481	230	2	.	.	PUNCT
ijpds-3481	231	1	32	32	NUM
ijpds-3481	231	2	.	.	PUNCT
ijpds-3481	232	1	landin	landin	PROPN
ijpds-3481	232	2	m.	m.	PROPN
ijpds-3481	232	3	artificial	artificial	ADJ
ijpds-3481	232	4	intelligence	intelligence	NOUN
ijpds-3481	232	5	tools	tool	NOUN
ijpds-3481	232	6	for	for	ADP
ijpds-3481	232	7	scaling	scale	VERB
ijpds-3481	232	8	up	up	ADP
ijpds-3481	232	9	of	of	ADP
ijpds-3481	232	10	high	high	ADJ
ijpds-3481	232	11	shear	shear	NOUN
ijpds-3481	232	12	wet	wet	ADJ
ijpds-3481	232	13	granulation	granulation	NOUN
ijpds-3481	232	14	process	process	NOUN
ijpds-3481	232	15	.	.	PUNCT
ijpds-3481	233	1	j.	j.	PROPN
ijpds-3481	233	2	pharm	pharm	PROPN
ijpds-3481	233	3	.	.	PUNCT
ijpds-3481	234	1	sci	sci	PROPN
ijpds-3481	234	2	.	.	PROPN
ijpds-3481	234	3	2017	2017	NUM
ijpds-3481	234	4	;	;	PUNCT
ijpds-3481	234	5	106:273	106:273	NUM
ijpds-3481	234	6	–	–	PUNCT
ijpds-3481	234	7	277	277	NUM
ijpds-3481	234	8	.	.	PUNCT
ijpds-3481	235	1	33	33	NUM
ijpds-3481	235	2	.	.	PUNCT
ijpds-3481	236	1	das	das	PROPN
ijpds-3481	236	2	m.k	m.k	PROPN
ijpds-3481	236	3	.	.	PROPN
ijpds-3481	236	4	,	,	PUNCT
ijpds-3481	236	5	chakraborty	chakraborty	PROPN
ijpds-3481	236	6	t.	t.	PROPN
ijpds-3481	236	7	ann	ann	PROPN
ijpds-3481	236	8	in	in	ADP
ijpds-3481	236	9	pharmaceutical	pharmaceutical	NOUN
ijpds-3481	236	10	product	product	NOUN
ijpds-3481	236	11	and	and	CCONJ
ijpds-3481	236	12	process	process	NOUN
ijpds-3481	236	13	development	development	NOUN
ijpds-3481	236	14	.	.	PUNCT
ijpds-3481	237	1	in	in	ADP
ijpds-3481	237	2	:	:	PUNCT
ijpds-3481	237	3	puri	puri	PROPN
ijpds-3481	237	4	munish	munish	PROPN
ijpds-3481	237	5	,	,	PUNCT
ijpds-3481	237	6	editor	editor	NOUN
ijpds-3481	237	7	.	.	PUNCT
ijpds-3481	238	1	artificial	artificial	ADJ
ijpds-3481	238	2	neural	neural	ADJ
ijpds-3481	238	3	network	network	NOUN
ijpds-3481	238	4	for	for	ADP
ijpds-3481	238	5	drug	drug	NOUN
ijpds-3481	238	6	design	design	NOUN
ijpds-3481	238	7	,	,	PUNCT
ijpds-3481	238	8	delivery	delivery	NOUN
ijpds-3481	238	9	and	and	CCONJ
ijpds-3481	238	10	disposition	disposition	NOUN
ijpds-3481	238	11	.	.	PUNCT
ijpds-3481	239	1	elsevier	elsevier	NOUN
ijpds-3481	239	2	;	;	PUNCT
ijpds-3481	239	3	2016	2016	NUM
ijpds-3481	239	4	,	,	PUNCT
ijpds-3481	239	5	277–293	277–293	NUM
ijpds-3481	239	6	.	.	PUNCT
ijpds-3481	240	1	34	34	NUM
ijpds-3481	240	2	.	.	PUNCT
ijpds-3481	241	1	gams	gams	PROPN
ijpds-3481	241	2	m.	m.	NOUN
ijpds-3481	241	3	integrating	integrate	VERB
ijpds-3481	241	4	artificial	artificial	ADJ
ijpds-3481	241	5	and	and	CCONJ
ijpds-3481	241	6	human	human	ADJ
ijpds-3481	241	7	intelligence	intelligence	NOUN
ijpds-3481	241	8	into	into	ADP
ijpds-3481	241	9	tablet	tablet	ADJ
ijpds-3481	241	10	production	production	NOUN
ijpds-3481	241	11	process	process	NOUN
ijpds-3481	241	12	.	.	PUNCT
ijpds-3481	242	1	aaps	aap	NOUN
ijpds-3481	242	2	pharmscitech	pharmscitech	VERB
ijpds-3481	242	3	.	.	PUNCT
ijpds-3481	243	1	2014	2014	NUM
ijpds-3481	243	2	;	;	PUNCT
ijpds-3481	243	3	15:1447–1453	15:1447–1453	NUM
ijpds-3481	243	4	.	.	NOUN
ijpds-3481	243	5	35	35	NUM
ijpds-3481	243	6	.	.	PUNCT
ijpds-3481	244	1	aksu	aksu	PROPN
ijpds-3481	244	2	b.	b.	PROPN
ijpds-3481	245	1	a	a	DET
ijpds-3481	245	2	quality	quality	NOUN
ijpds-3481	245	3	by	by	ADP
ijpds-3481	245	4	design	design	NOUN
ijpds-3481	245	5	approach	approach	NOUN
ijpds-3481	245	6	using	use	VERB
ijpds-3481	245	7	artificial	artificial	ADJ
ijpds-3481	245	8	intelligence	intelligence	NOUN
ijpds-3481	245	9	techniques	technique	NOUN
ijpds-3481	245	10	to	to	PART
ijpds-3481	245	11	control	control	VERB
ijpds-3481	245	12	the	the	DET
ijpds-3481	245	13	critical	critical	ADJ
ijpds-3481	245	14	quality	quality	NOUN
ijpds-3481	245	15	attributes	attribute	NOUN
ijpds-3481	245	16	of	of	ADP
ijpds-3481	245	17	ramipril	ramipril	NOUN
ijpds-3481	245	18	tablets	tablet	NOUN
ijpds-3481	245	19	manufactured	manufacture	VERB
ijpds-3481	245	20	by	by	ADP
ijpds-3481	245	21	wet	wet	ADJ
ijpds-3481	245	22	granulation	granulation	NOUN
ijpds-3481	245	23	.	.	PUNCT
ijpds-3481	246	1	pharm	pharm	NOUN
ijpds-3481	246	2	.	.	PUNCT
ijpds-3481	247	1	dev	dev	PROPN
ijpds-3481	247	2	.	.	PUNCT
ijpds-3481	247	3	technol	technol	PROPN
ijpds-3481	247	4	.	.	PROPN
ijpds-3481	247	5	2013	2013	NUM
ijpds-3481	247	6	;	;	PUNCT
ijpds-3481	248	1	18:236–245	18:236–245	NUM
ijpds-3481	248	2	.	.	PUNCT
ijpds-3481	249	1	36	36	NUM
ijpds-3481	249	2	.	.	PUNCT
ijpds-3481	250	1	goh	goh	PROPN
ijpds-3481	250	2	w.y	w.y	PROPN
ijpds-3481	250	3	.	.	PROPN
ijpds-3481	250	4	application	application	NOUN
ijpds-3481	250	5	of	of	ADP
ijpds-3481	250	6	a	a	DET
ijpds-3481	250	7	recurrent	recurrent	ADJ
ijpds-3481	250	8	neural	neural	ADJ
ijpds-3481	250	9	network	network	NOUN
ijpds-3481	250	10	to	to	ADP
ijpds-3481	250	11	prediction	prediction	NOUN
ijpds-3481	250	12	of	of	ADP
ijpds-3481	250	13	drug	drug	NOUN
ijpds-3481	250	14	dissolution	dissolution	NOUN
ijpds-3481	250	15	profiles	profile	NOUN
ijpds-3481	250	16	.	.	PUNCT
ijpds-3481	251	1	neural	neural	ADJ
ijpds-3481	251	2	comput	comput	NOUN
ijpds-3481	251	3	.	.	PUNCT
ijpds-3481	252	1	appl	appl	PROPN
ijpds-3481	252	2	.	.	PROPN
ijpds-3481	253	1	2002	2002	NUM
ijpds-3481	253	2	;	;	PUNCT
ijpds-3481	253	3	10:311–317	10:311–317	NUM
ijpds-3481	253	4	.	.	PUNCT
ijpds-3481	254	1	37	37	NUM
ijpds-3481	254	2	.	.	PUNCT
ijpds-3481	254	3	drăgoi	drăgoi	PROPN
ijpds-3481	254	4	e.n	e.n	PROPN
ijpds-3481	254	5	.	.	PROPN
ijpds-3481	255	1	on	on	ADP
ijpds-3481	255	2	the	the	DET
ijpds-3481	255	3	use	use	NOUN
ijpds-3481	255	4	of	of	ADP
ijpds-3481	255	5	artificial	artificial	ADJ
ijpds-3481	255	6	neural	neural	ADJ
ijpds-3481	255	7	networks	network	NOUN
ijpds-3481	255	8	to	to	PART
ijpds-3481	255	9	monitor	monitor	VERB
ijpds-3481	255	10	a	a	DET
ijpds-3481	255	11	pharmaceutical	pharmaceutical	ADJ
ijpds-3481	255	12	freeze	freeze	NOUN
ijpds-3481	255	13	-	-	PUNCT
ijpds-3481	255	14	drying	dry	VERB
ijpds-3481	255	15	process	process	NOUN
ijpds-3481	255	16	.	.	PUNCT
ijpds-3481	256	1	drying	dry	VERB
ijpds-3481	256	2	technol	technol	NOUN
ijpds-3481	256	3	.	.	PUNCT
ijpds-3481	256	4	2013	2013	NUM
ijpds-3481	256	5	;	;	PUNCT
ijpds-3481	256	6	31:72–81	31:72–81	NUM
ijpds-3481	256	7	.	.	PROPN
ijpds-3481	256	8	38	38	NUM
ijpds-3481	256	9	.	.	PUNCT
ijpds-3481	257	1	reklaitis	reklaitis	PROPN
ijpds-3481	257	2	r.	r.	PROPN
ijpds-3481	257	3	pharmahub	pharmahub	PROPN
ijpds-3481	257	4	;	;	PUNCT
ijpds-3481	257	5	2008	2008	NUM
ijpds-3481	257	6	.	.	PUNCT
ijpds-3481	258	1	towards	towards	ADP
ijpds-3481	258	2	intelligent	intelligent	ADJ
ijpds-3481	258	3	decision	decision	NOUN
ijpds-3481	258	4	support	support	NOUN
ijpds-3481	258	5	for	for	ADP
ijpds-3481	258	6	pharmaceutical	pharmaceutical	ADJ
ijpds-3481	258	7	product	product	NOUN
ijpds-3481	258	8	development	development	NOUN
ijpds-3481	258	9	.	.	PUNCT
ijpds-3481	259	1	39	39	NUM
ijpds-3481	259	2	.	.	PUNCT
ijpds-3481	260	1	wang	wang	PROPN
ijpds-3481	260	2	x.	x.	PROPN
ijpds-3481	260	3	2009	2009	NUM
ijpds-3481	260	4	international	international	ADJ
ijpds-3481	260	5	conference	conference	NOUN
ijpds-3481	260	6	on	on	ADP
ijpds-3481	260	7	computational	computational	ADJ
ijpds-3481	260	8	intelligence	intelligence	NOUN
ijpds-3481	260	9	and	and	CCONJ
ijpds-3481	260	10	software	software	NOUN
ijpds-3481	260	11	engineering	engineering	NOUN
ijpds-3481	260	12	.	.	PUNCT
ijpds-3481	261	1	intelligent	intelligent	ADJ
ijpds-3481	261	2	quality	quality	NOUN
ijpds-3481	261	3	management	management	NOUN
ijpds-3481	261	4	using	use	VERB
ijpds-3481	261	5	knowledge	knowledge	NOUN
ijpds-3481	261	6	discovery	discovery	NOUN
ijpds-3481	261	7	in	in	ADP
ijpds-3481	261	8	databases	database	NOUN
ijpds-3481	261	9	;	;	PUNCT
ijpds-3481	261	10	ieee	ieee	NOUN
ijpds-3481	261	11	;	;	PUNCT
ijpds-3481	261	12	2009	2009	NUM
ijpds-3481	261	13	.	.	PUNCT
ijpds-3481	262	1	1–4	1–4	PROPN
ijpds-3481	262	2	.	.	PROPN
ijpds-3481	262	3	40	40	NUM
ijpds-3481	262	4	.	.	PUNCT
ijpds-3481	263	1	hay	hay	PROPN
ijpds-3481	263	2	m.	m.	NOUN
ijpds-3481	263	3	clinical	clinical	PROPN
ijpds-3481	263	4	development	development	NOUN
ijpds-3481	263	5	success	success	NOUN
ijpds-3481	263	6	rates	rate	NOUN
ijpds-3481	263	7	for	for	ADP
ijpds-3481	263	8	investigational	investigational	ADJ
ijpds-3481	263	9	drugs	drug	NOUN
ijpds-3481	263	10	.	.	PUNCT
ijpds-3481	264	1	nat	nat	NOUN
ijpds-3481	264	2	.	.	PUNCT
ijpds-3481	265	1	biotechnol	biotechnol	PROPN
ijpds-3481	265	2	.	.	PUNCT
ijpds-3481	266	1	2014	2014	NUM
ijpds-3481	266	2	;	;	PUNCT
ijpds-3481	266	3	32:40–51	32:40–51	NUM
ijpds-3481	266	4	.	.	PUNCT
ijpds-3481	267	1	how	how	SCONJ
ijpds-3481	267	2	to	to	PART
ijpds-3481	267	3	cite	cite	VERB
ijpds-3481	267	4	this	this	DET
ijpds-3481	267	5	article	article	NOUN
ijpds-3481	267	6	:	:	PUNCT
ijpds-3481	267	7	tahilani	tahilani	PROPN
ijpds-3481	267	8	&	&	CCONJ
ijpds-3481	267	9	swami	swami	PROPN
ijpds-3481	267	10	.	.	PUNCT
ijpds-3481	268	1	the	the	DET
ijpds-3481	268	2	era	era	NOUN
ijpds-3481	268	3	of	of	ADP
ijpds-3481	268	4	artificial	artificial	ADJ
ijpds-3481	268	5	intelligence	intelligence	NOUN
ijpds-3481	268	6	in	in	ADP
ijpds-3481	268	7	pharmaceutical	pharmaceutical	NOUN
ijpds-3481	268	8	industriesa	industriesa	PROPN
ijpds-3481	268	9	review	review	PROPN
ijpds-3481	268	10	indian	indian	PROPN
ijpds-3481	268	11	j	j	PROPN
ijpds-3481	268	12	pharm	pharm	PROPN
ijpds-3481	268	13	drug	drug	PROPN
ijpds-3481	268	14	studies	study	NOUN
ijpds-3481	268	15	.	.	PUNCT
ijpds-3481	269	1	2022	2022	NUM
ijpds-3481	269	2	:	:	PUNCT
ijpds-3481	269	3	1(2	1(2	NUM
ijpds-3481	269	4	)	)	PUNCT
ijpds-3481	269	5	;	;	PUNCT
ijpds-3481	269	6	47	47	NUM
ijpds-3481	269	7	-	-	SYM
ijpds-3481	269	8	50	50	NUM
ijpds-3481	269	9	.	.	PUNCT
ijpds-3481	270	1	funding	funding	NOUN
ijpds-3481	270	2	:	:	PUNCT
ijpds-3481	270	3	none	none	NOUN
ijpds-3481	270	4	conflict	conflict	NOUN
ijpds-3481	270	5	of	of	ADP
ijpds-3481	270	6	interest	interest	NOUN
ijpds-3481	270	7	:	:	PUNCT
ijpds-3481	270	8	none	none	NOUN
ijpds-3481	270	9	stated	state	VERB