id	sid	tid	token	lemma	pos
biht-398	1	1	1	1	X
biht-398	1	2	(	(	PUNCT
biht-398	1	3	page	page	NOUN
biht-398	1	4	number	number	NOUN
biht-398	1	5	not	not	PART
biht-398	1	6	for	for	ADP
biht-398	1	7	citation	citation	NOUN
biht-398	1	8	purpose	purpose	NOUN
biht-398	1	9	)	)	PUNCT
biht-398	1	10	original	original	ADJ
biht-398	1	11	research	research	NOUN
biht-398	1	12	mapping	mapping	NOUN
biht-398	1	13	the	the	DET
biht-398	1	14	ai	ai	ADJ
biht-398	1	15	landscape	landscape	NOUN
biht-398	1	16	in	in	ADP
biht-398	1	17	life	life	NOUN
biht-398	1	18	sciences	science	NOUN
biht-398	1	19	:	:	PUNCT
biht-398	1	20	a	a	DET
biht-398	1	21	framework	framework	NOUN
biht-398	1	22	for	for	ADP
biht-398	1	23	evaluation	evaluation	NOUN
biht-398	1	24	and	and	CCONJ
biht-398	1	25	adoption	adoption	NOUN
biht-398	1	26	jennifer	jennifer	NOUN
biht-398	1	27	hinkel	hinkel	NOUN
biht-398	1	28	,	,	PUNCT
biht-398	1	29	msc1,2	msc1,2	PROPN
biht-398	1	30	;	;	PUNCT
biht-398	1	31	fraser	fraser	PROPN
biht-398	1	32	peck	peck	PROPN
biht-398	1	33	,	,	PUNCT
biht-398	1	34	mbbch3	mbbch3	ADJ
biht-398	1	35	and	and	CCONJ
biht-398	1	36	cory	cory	PROPN
biht-398	1	37	kidd	kidd	PROPN
biht-398	1	38	,	,	PUNCT
biht-398	1	39	phd1	phd1	PROPN
biht-398	1	40	1sigla	1sigla	NUM
biht-398	1	41	sciences	sciences	PROPN
biht-398	1	42	,	,	PUNCT
biht-398	1	43	incline	incline	NOUN
biht-398	1	44	village	village	NOUN
biht-398	1	45	,	,	PUNCT
biht-398	1	46	nv	nv	PROPN
biht-398	1	47	,	,	PUNCT
biht-398	1	48	usa	usa	PROPN
biht-398	1	49	;	;	PUNCT
biht-398	1	50	2kellogg	2kellogg	NUM
biht-398	1	51	college	college	NOUN
biht-398	1	52	,	,	PUNCT
biht-398	1	53	university	university	NOUN
biht-398	1	54	of	of	ADP
biht-398	1	55	oxford	oxford	PROPN
biht-398	1	56	,	,	PUNCT
biht-398	1	57	oxford	oxford	PROPN
biht-398	1	58	,	,	PUNCT
biht-398	1	59	uk	uk	PROPN
biht-398	1	60	;	;	PUNCT
biht-398	1	61	3pharmacy	3pharmacy	NUM
biht-398	1	62	consulting	consulting	NOUN
biht-398	1	63	limited	limit	VERB
biht-398	1	64	,	,	PUNCT
biht-398	1	65	farnborough	farnborough	NOUN
biht-398	1	66	,	,	PUNCT
biht-398	1	67	uk	uk	PROPN
biht-398	1	68	corresponding	corresponding	ADJ
biht-398	1	69	author	author	NOUN
biht-398	1	70	:	:	PUNCT
biht-398	1	71	jennifer	jennifer	PROPN
biht-398	1	72	hinkel	hinkel	PROPN
biht-398	1	73	,	,	PUNCT
biht-398	1	74	email	email	NOUN
biht-398	1	75	:	:	PUNCT
biht-398	1	76	jennifer@siglasciences.com	jennifer@siglasciences.com	X
biht-398	2	1	doi	doi	PROPN
biht-398	2	2	:	:	PUNCT
biht-398	2	3	https://doi.org/10.30953/bhty.v8.398	https://doi.org/10.30953/bhty.v8.398	NOUN
biht-398	2	4	keywords	keyword	NOUN
biht-398	2	5	:	:	PUNCT
biht-398	2	6	artificial	artificial	ADJ
biht-398	2	7	intelligence	intelligence	NOUN
biht-398	2	8	,	,	PUNCT
biht-398	2	9	clinical	clinical	ADJ
biht-398	2	10	development	development	NOUN
biht-398	2	11	,	,	PUNCT
biht-398	2	12	commercialization	commercialization	NOUN
biht-398	2	13	,	,	PUNCT
biht-398	2	14	ethical	ethical	ADJ
biht-398	2	15	challenges	challenge	NOUN
biht-398	2	16	,	,	PUNCT
biht-398	2	17	life	life	NOUN
biht-398	2	18	sciences	science	NOUN
biht-398	2	19	,	,	PUNCT
biht-398	2	20	regulatory	regulatory	ADJ
biht-398	2	21	,	,	PUNCT
biht-398	2	22	strategic	strategic	ADJ
biht-398	2	23	model	model	NOUN
biht-398	2	24	abstract	abstract	ADJ
biht-398	2	25	background	background	NOUN
biht-398	2	26	:	:	PUNCT
biht-398	2	27	the	the	DET
biht-398	2	28	adoption	adoption	NOUN
biht-398	2	29	of	of	ADP
biht-398	2	30	artificial	artificial	ADJ
biht-398	2	31	intelligence	intelligence	NOUN
biht-398	2	32	(	(	PUNCT
biht-398	2	33	ai	ai	VERB
biht-398	2	34	)	)	PUNCT
biht-398	2	35	is	be	AUX
biht-398	2	36	accelerating	accelerate	VERB
biht-398	2	37	in	in	ADP
biht-398	2	38	the	the	DET
biht-398	2	39	life	life	NOUN
biht-398	2	40	sciences	science	NOUN
biht-398	2	41	sector	sector	NOUN
biht-398	2	42	,	,	PUNCT
biht-398	2	43	offering	offer	VERB
biht-398	2	44	opportunities	opportunity	NOUN
biht-398	2	45	to	to	PART
biht-398	2	46	enhance	enhance	VERB
biht-398	2	47	biopharmaceutical	biopharmaceutical	ADJ
biht-398	2	48	research	research	NOUN
biht-398	2	49	,	,	PUNCT
biht-398	2	50	development	development	NOUN
biht-398	2	51	,	,	PUNCT
biht-398	2	52	and	and	CCONJ
biht-398	2	53	commercialization	commercialization	NOUN
biht-398	2	54	.	.	PUNCT
biht-398	3	1	however	however	ADV
biht-398	3	2	,	,	PUNCT
biht-398	3	3	the	the	DET
biht-398	3	4	sector	sector	NOUN
biht-398	3	5	lacks	lack	VERB
biht-398	3	6	structured	structured	ADJ
biht-398	3	7	tools	tool	NOUN
biht-398	3	8	to	to	PART
biht-398	3	9	prioritize	prioritize	VERB
biht-398	3	10	ai	ai	VERB
biht-398	3	11	initiatives	initiative	NOUN
biht-398	3	12	across	across	ADP
biht-398	3	13	varied	varied	ADJ
biht-398	3	14	business	business	NOUN
biht-398	3	15	domains	domain	NOUN
biht-398	3	16	.	.	PUNCT
biht-398	4	1	objective	objective	NOUN
biht-398	4	2	:	:	PUNCT
biht-398	4	3	this	this	DET
biht-398	4	4	study	study	NOUN
biht-398	4	5	presents	present	VERB
biht-398	4	6	a	a	DET
biht-398	4	7	framework	framework	NOUN
biht-398	4	8	to	to	PART
biht-398	4	9	categorize	categorize	VERB
biht-398	4	10	and	and	CCONJ
biht-398	4	11	evaluate	evaluate	VERB
biht-398	4	12	potential	potential	ADJ
biht-398	4	13	ai	ai	NOUN
biht-398	4	14	applications	application	NOUN
biht-398	4	15	in	in	ADP
biht-398	4	16	the	the	DET
biht-398	4	17	life	life	NOUN
biht-398	4	18	sciences	science	NOUN
biht-398	4	19	industry	industry	NOUN
biht-398	4	20	,	,	PUNCT
biht-398	4	21	organizing	organize	VERB
biht-398	4	22	use	use	NOUN
biht-398	4	23	cases	case	NOUN
biht-398	4	24	along	along	ADP
biht-398	4	25	two	two	NUM
biht-398	4	26	critical	critical	ADJ
biht-398	4	27	dimensions	dimension	NOUN
biht-398	4	28	:	:	PUNCT
biht-398	4	29	phase	phase	NOUN
biht-398	4	30	of	of	ADP
biht-398	4	31	product	product	NOUN
biht-398	4	32	lifecycle	lifecycle	NOUN
biht-398	4	33	and	and	CCONJ
biht-398	4	34	operational	operational	ADJ
biht-398	4	35	domain	domain	NOUN
biht-398	4	36	.	.	PUNCT
biht-398	5	1	methods	method	NOUN
biht-398	5	2	:	:	PUNCT
biht-398	5	3	a	a	DET
biht-398	5	4	structured	structure	VERB
biht-398	5	5	mixed	mix	VERB
biht-398	5	6	-	-	PUNCT
biht-398	5	7	methods	method	NOUN
biht-398	5	8	approach	approach	NOUN
biht-398	5	9	was	be	AUX
biht-398	5	10	employed	employ	VERB
biht-398	5	11	,	,	PUNCT
biht-398	5	12	including	include	VERB
biht-398	5	13	a	a	DET
biht-398	5	14	modified	modify	VERB
biht-398	5	15	delphi	delphi	NOUN
biht-398	5	16	consensus	consensus	NOUN
biht-398	5	17	process	process	NOUN
biht-398	5	18	with	with	ADP
biht-398	5	19	industry	industry	NOUN
biht-398	5	20	experts	expert	NOUN
biht-398	5	21	,	,	PUNCT
biht-398	5	22	a	a	DET
biht-398	5	23	qualitative	qualitative	ADJ
biht-398	5	24	case	case	NOUN
biht-398	5	25	study	study	NOUN
biht-398	5	26	review	review	NOUN
biht-398	5	27	,	,	PUNCT
biht-398	5	28	and	and	CCONJ
biht-398	5	29	iterative	iterative	NOUN
biht-398	5	30	framework	framework	NOUN
biht-398	5	31	refinement	refinement	NOUN
biht-398	5	32	between	between	ADP
biht-398	5	33	august	august	PROPN
biht-398	5	34	2023	2023	NUM
biht-398	5	35	and	and	CCONJ
biht-398	5	36	august	august	PROPN
biht-398	5	37	2024	2024	NUM
biht-398	5	38	.	.	PUNCT
biht-398	6	1	results	result	NOUN
biht-398	6	2	:	:	PUNCT
biht-398	6	3	the	the	DET
biht-398	6	4	resulting	result	VERB
biht-398	6	5	matrix	matrix	NOUN
biht-398	6	6	framework	framework	NOUN
biht-398	6	7	enables	enable	VERB
biht-398	6	8	life	life	NOUN
biht-398	6	9	sciences	science	NOUN
biht-398	6	10	professionals	professional	NOUN
biht-398	6	11	to	to	PART
biht-398	6	12	assess	assess	VERB
biht-398	6	13	ai	ai	VERB
biht-398	6	14	opportunities	opportunity	NOUN
biht-398	6	15	across	across	ADP
biht-398	6	16	research	research	NOUN
biht-398	6	17	,	,	PUNCT
biht-398	6	18	clinical	clinical	ADJ
biht-398	6	19	development	development	NOUN
biht-398	6	20	,	,	PUNCT
biht-398	6	21	commercialization	commercialization	NOUN
biht-398	6	22	,	,	PUNCT
biht-398	6	23	and	and	CCONJ
biht-398	6	24	post	post	ADJ
biht-398	6	25	-	-	ADJ
biht-398	6	26	marketing	marketing	ADJ
biht-398	6	27	activities	activity	NOUN
biht-398	6	28	.	.	PUNCT
biht-398	7	1	key	key	ADJ
biht-398	7	2	findings	finding	NOUN
biht-398	7	3	highlight	highlight	VERB
biht-398	7	4	the	the	DET
biht-398	7	5	pervasive	pervasive	ADJ
biht-398	7	6	nature	nature	NOUN
biht-398	7	7	of	of	ADP
biht-398	7	8	ai	ai	PROPN
biht-398	7	9	impact	impact	NOUN
biht-398	7	10	,	,	PUNCT
biht-398	7	11	the	the	DET
biht-398	7	12	emphasis	emphasis	NOUN
biht-398	7	13	on	on	ADP
biht-398	7	14	data	data	NOUN
biht-398	7	15	-	-	PUNCT
biht-398	7	16	driven	drive	VERB
biht-398	7	17	strategies	strategy	NOUN
biht-398	7	18	,	,	PUNCT
biht-398	7	19	and	and	CCONJ
biht-398	7	20	the	the	DET
biht-398	7	21	regulatory	regulatory	ADJ
biht-398	7	22	and	and	CCONJ
biht-398	7	23	ethical	ethical	ADJ
biht-398	7	24	challenges	challenge	NOUN
biht-398	7	25	facing	face	VERB
biht-398	7	26	biopharma	biopharma	NOUN
biht-398	7	27	firms	firm	NOUN
biht-398	7	28	.	.	PUNCT
biht-398	8	1	conclusions	conclusion	NOUN
biht-398	8	2	:	:	PUNCT
biht-398	8	3	this	this	DET
biht-398	8	4	framework	framework	NOUN
biht-398	8	5	provides	provide	VERB
biht-398	8	6	a	a	DET
biht-398	8	7	practical	practical	ADJ
biht-398	8	8	model	model	NOUN
biht-398	8	9	for	for	ADP
biht-398	8	10	strategic	strategic	ADJ
biht-398	8	11	ai	ai	PROPN
biht-398	8	12	adoption	adoption	NOUN
biht-398	8	13	decisions	decision	NOUN
biht-398	8	14	within	within	ADP
biht-398	8	15	the	the	DET
biht-398	8	16	life	life	NOUN
biht-398	8	17	sciences	science	NOUN
biht-398	8	18	sector	sector	NOUN
biht-398	8	19	and	and	CCONJ
biht-398	8	20	lays	lay	VERB
biht-398	8	21	the	the	DET
biht-398	8	22	groundwork	groundwork	NOUN
biht-398	8	23	for	for	ADP
biht-398	8	24	future	future	ADJ
biht-398	8	25	research	research	NOUN
biht-398	8	26	,	,	PUNCT
biht-398	8	27	policy	policy	NOUN
biht-398	8	28	development	development	NOUN
biht-398	8	29	,	,	PUNCT
biht-398	8	30	and	and	CCONJ
biht-398	8	31	enterprise	enterprise	NOUN
biht-398	8	32	transformation	transformation	NOUN
biht-398	8	33	efforts	effort	NOUN
biht-398	8	34	.	.	PUNCT
biht-398	9	1	plain	plain	ADJ
biht-398	9	2	language	language	NOUN
biht-398	9	3	summary	summary	NOUN
biht-398	9	4	artificial	artificial	ADJ
biht-398	9	5	intelligence	intelligence	NOUN
biht-398	9	6	(	(	PUNCT
biht-398	9	7	ai	ai	AUX
biht-398	9	8	)	)	PUNCT
biht-398	9	9	is	be	AUX
biht-398	9	10	starting	start	VERB
biht-398	9	11	to	to	PART
biht-398	9	12	reshape	reshape	VERB
biht-398	9	13	how	how	SCONJ
biht-398	9	14	pharmaceutical	pharmaceutical	ADJ
biht-398	9	15	companies	company	NOUN
biht-398	9	16	discover	discover	VERB
biht-398	9	17	new	new	ADJ
biht-398	9	18	drugs	drug	NOUN
biht-398	9	19	,	,	PUNCT
biht-398	9	20	test	test	VERB
biht-398	9	21	them	they	PRON
biht-398	9	22	in	in	ADP
biht-398	9	23	clinical	clinical	ADJ
biht-398	9	24	trials	trial	NOUN
biht-398	9	25	,	,	PUNCT
biht-398	9	26	and	and	CCONJ
biht-398	9	27	bring	bring	VERB
biht-398	9	28	them	they	PRON
biht-398	9	29	to	to	ADP
biht-398	9	30	patients	patient	NOUN
biht-398	9	31	.	.	PUNCT
biht-398	10	1	however	however	ADV
biht-398	10	2	,	,	PUNCT
biht-398	10	3	with	with	ADP
biht-398	10	4	so	so	ADV
biht-398	10	5	many	many	ADJ
biht-398	10	6	possible	possible	ADJ
biht-398	10	7	uses	use	NOUN
biht-398	10	8	for	for	ADP
biht-398	10	9	ai	ai	VERB
biht-398	10	10	,	,	PUNCT
biht-398	10	11	it	it	PRON
biht-398	10	12	can	can	AUX
biht-398	10	13	be	be	AUX
biht-398	10	14	hard	hard	ADJ
biht-398	10	15	for	for	SCONJ
biht-398	10	16	companies	company	NOUN
biht-398	10	17	to	to	PART
biht-398	10	18	decide	decide	VERB
biht-398	10	19	where	where	SCONJ
biht-398	10	20	to	to	PART
biht-398	10	21	begin	begin	VERB
biht-398	10	22	and	and	CCONJ
biht-398	10	23	how	how	SCONJ
biht-398	10	24	to	to	PART
biht-398	10	25	prioritize	prioritize	VERB
biht-398	10	26	.	.	PUNCT
biht-398	11	1	this	this	DET
biht-398	11	2	article	article	NOUN
biht-398	11	3	presents	present	VERB
biht-398	11	4	a	a	DET
biht-398	11	5	simple	simple	ADJ
biht-398	11	6	framework	framework	NOUN
biht-398	11	7	that	that	PRON
biht-398	11	8	organizes	organize	VERB
biht-398	11	9	potential	potential	ADJ
biht-398	11	10	ai	ai	NOUN
biht-398	11	11	projects	project	NOUN
biht-398	11	12	by	by	ADP
biht-398	11	13	the	the	DET
biht-398	11	14	stage	stage	NOUN
biht-398	11	15	of	of	ADP
biht-398	11	16	drug	drug	NOUN
biht-398	11	17	development	development	NOUN
biht-398	11	18	,	,	PUNCT
biht-398	11	19	such	such	ADJ
biht-398	11	20	as	as	ADP
biht-398	11	21	early	early	ADJ
biht-398	11	22	research	research	NOUN
biht-398	11	23	or	or	CCONJ
biht-398	11	24	post	post	ADJ
biht-398	11	25	-	-	ADJ
biht-398	11	26	market	market	ADJ
biht-398	11	27	monitoring	monitoring	NOUN
biht-398	11	28	,	,	PUNCT
biht-398	11	29	and	and	CCONJ
biht-398	11	30	by	by	ADP
biht-398	11	31	how	how	SCONJ
biht-398	11	32	much	much	ADJ
biht-398	11	33	the	the	DET
biht-398	11	34	project	project	NOUN
biht-398	11	35	involves	involve	VERB
biht-398	11	36	people	people	NOUN
biht-398	11	37	outside	outside	ADP
biht-398	11	38	the	the	DET
biht-398	11	39	company	company	NOUN
biht-398	11	40	,	,	PUNCT
biht-398	11	41	like	like	ADP
biht-398	11	42	doctors	doctor	NOUN
biht-398	11	43	or	or	CCONJ
biht-398	11	44	patients	patient	NOUN
biht-398	11	45	.	.	PUNCT
biht-398	12	1	the	the	DET
biht-398	12	2	goal	goal	NOUN
biht-398	12	3	is	be	AUX
biht-398	12	4	to	to	PART
biht-398	12	5	help	help	VERB
biht-398	12	6	life	life	NOUN
biht-398	12	7	sciences	science	NOUN
biht-398	12	8	companies	company	NOUN
biht-398	12	9	think	think	VERB
biht-398	12	10	more	more	ADV
biht-398	12	11	clearly	clearly	ADV
biht-398	12	12	about	about	ADP
biht-398	12	13	where	where	SCONJ
biht-398	12	14	ai	ai	NOUN
biht-398	12	15	could	could	AUX
biht-398	12	16	add	add	VERB
biht-398	12	17	value	value	NOUN
biht-398	12	18	and	and	CCONJ
biht-398	12	19	what	what	PRON
biht-398	12	20	risks	risk	NOUN
biht-398	12	21	to	to	PART
biht-398	12	22	monitor	monitor	VERB
biht-398	12	23	.	.	PUNCT
biht-398	13	1	with	with	ADP
biht-398	13	2	thoughtful	thoughtful	ADJ
biht-398	13	3	planning	planning	NOUN
biht-398	13	4	,	,	PUNCT
biht-398	13	5	ai	ai	VERB
biht-398	13	6	can	can	AUX
biht-398	13	7	make	make	VERB
biht-398	13	8	biopharma	biopharma	NOUN
biht-398	13	9	companies	company	NOUN
biht-398	13	10	and	and	CCONJ
biht-398	13	11	the	the	DET
biht-398	13	12	healthcare	healthcare	NOUN
biht-398	13	13	system	system	NOUN
biht-398	13	14	they	they	PRON
biht-398	13	15	support	support	VERB
biht-398	13	16	,	,	PUNCT
biht-398	13	17	smarter	smart	ADJ
biht-398	13	18	,	,	PUNCT
biht-398	13	19	and	and	CCONJ
biht-398	13	20	more	more	ADV
biht-398	13	21	focused	focused	ADJ
biht-398	13	22	on	on	ADP
biht-398	13	23	patient	patient	ADJ
biht-398	13	24	needs	need	NOUN
biht-398	13	25	.	.	PUNCT
biht-398	14	1	submitted	submit	VERB
biht-398	14	2	:	:	PUNCT
biht-398	14	3	april	april	PROPN
biht-398	14	4	27	27	NUM
biht-398	14	5	,	,	PUNCT
biht-398	14	6	2015	2015	NUM
biht-398	14	7	;	;	PUNCT
biht-398	14	8	accepted	accept	VERB
biht-398	14	9	:	:	PUNCT
biht-398	14	10	september	september	PROPN
biht-398	14	11	2	2	NUM
biht-398	14	12	,	,	PUNCT
biht-398	14	13	2025	2025	NUM
biht-398	14	14	;	;	PUNCT
biht-398	14	15	published	publish	VERB
biht-398	14	16	:	:	PUNCT
biht-398	14	17	october	october	PROPN
biht-398	14	18	10	10	NUM
biht-398	14	19	,	,	PUNCT
biht-398	14	20	2025	2025	NUM
biht-398	14	21	recent	recent	ADJ
biht-398	14	22	advances	advance	NOUN
biht-398	14	23	in	in	ADP
biht-398	14	24	artificial	artificial	ADJ
biht-398	14	25	intelligence	intelligence	NOUN
biht-398	14	26	(	(	PUNCT
biht-398	14	27	ai	ai	VERB
biht-398	14	28	)	)	PUNCT
biht-398	14	29	are	be	AUX
biht-398	14	30	prompting	prompt	VERB
biht-398	14	31	discussions	discussion	NOUN
biht-398	14	32	across	across	ADP
biht-398	14	33	various	various	ADJ
biht-398	14	34	scientific	scientific	ADJ
biht-398	14	35	and	and	CCONJ
biht-398	14	36	business	business	NOUN
biht-398	14	37	sectors	sector	NOUN
biht-398	14	38	regarding	regard	VERB
biht-398	14	39	where	where	SCONJ
biht-398	14	40	,	,	PUNCT
biht-398	14	41	how	how	SCONJ
biht-398	14	42	,	,	PUNCT
biht-398	14	43	and	and	CCONJ
biht-398	14	44	why	why	SCONJ
biht-398	14	45	ai	ai	VERB
biht-398	14	46	technologies	technology	NOUN
biht-398	14	47	might	might	AUX
biht-398	14	48	be	be	AUX
biht-398	14	49	deployed	deploy	VERB
biht-398	14	50	,	,	PUNCT
biht-398	14	51	and	and	CCONJ
biht-398	14	52	what	what	PRON
biht-398	14	53	the	the	DET
biht-398	14	54	implications	implication	NOUN
biht-398	14	55	will	will	AUX
biht-398	14	56	be	be	AUX
biht-398	14	57	.	.	PUNCT
biht-398	15	1	the	the	DET
biht-398	15	2	medical	medical	ADJ
biht-398	15	3	and	and	CCONJ
biht-398	15	4	life	life	NOUN
biht-398	15	5	sciences	science	NOUN
biht-398	15	6	fields	field	NOUN
biht-398	15	7	are	be	AUX
biht-398	15	8	exploring	explore	VERB
biht-398	15	9	how	how	SCONJ
biht-398	15	10	ai	ai	VERB
biht-398	15	11	might	might	AUX
biht-398	15	12	be	be	AUX
biht-398	15	13	incorporated	incorporate	VERB
biht-398	15	14	throughout	throughout	ADP
biht-398	15	15	blockchain	blockchain	PROPN
biht-398	15	16	in	in	ADP
biht-398	15	17	healthcare	healthcare	PROPN
biht-398	15	18	today	today	NOUN
biht-398	15	19	issn	issn	PROPN
biht-398	15	20	2573	2573	NUM
biht-398	15	21	-	-	SYM
biht-398	15	22	8240	8240	NUM
biht-398	15	23	https://orcid.org/0000-0002-8461-7037	https://orcid.org/0000-0002-8461-7037	NOUN
biht-398	15	24	https://orcid.org/0000-0002-6849-2764	https://orcid.org/0000-0002-6849-2764	NOUN
biht-398	15	25	https://orcid.org/0000-0002-8129-7234	https://orcid.org/0000-0002-8129-7234	ADJ
biht-398	15	26	mailto:jennifer@siglasciences.com	mailto:jennifer@siglasciences.com	PROPN
biht-398	15	27	https://doi.org/10.30953/bhty.v8.398	https://doi.org/10.30953/bhty.v8.398	PROPN
biht-398	16	1	citation	citation	NOUN
biht-398	16	2	:	:	PUNCT
biht-398	17	1	blockchain	blockchain	PROPN
biht-398	17	2	in	in	ADP
biht-398	17	3	healthcare	healthcare	NOUN
biht-398	17	4	today	today	NOUN
biht-398	17	5	2025	2025	NUM
biht-398	17	6	,	,	PUNCT
biht-398	17	7	8	8	NUM
biht-398	17	8	:	:	SYM
biht-398	17	9	398	398	NUM
biht-398	17	10	https://doi.org/10.30953/bhty.v8.3982	https://doi.org/10.30953/bhty.v8.3982	NOUN
biht-398	17	11	(	(	PUNCT
biht-398	17	12	page	page	NOUN
biht-398	17	13	number	number	NOUN
biht-398	17	14	not	not	PART
biht-398	17	15	for	for	ADP
biht-398	17	16	citation	citation	NOUN
biht-398	17	17	purpose	purpose	NOUN
biht-398	17	18	)	)	PUNCT
biht-398	17	19	j.	j.	PROPN
biht-398	17	20	hinkel	hinkel	PROPN
biht-398	17	21	et	et	PROPN
biht-398	17	22	al	al	PROPN
biht-398	17	23	.	.	PUNCT
biht-398	18	1	the	the	DET
biht-398	18	2	drug	drug	NOUN
biht-398	18	3	development	development	NOUN
biht-398	18	4	process	process	NOUN
biht-398	18	5	,	,	PUNCT
biht-398	18	6	from	from	ADP
biht-398	18	7	discovery	discovery	NOUN
biht-398	18	8	to	to	ADP
biht-398	18	9	patient	patient	ADJ
biht-398	18	10	care	care	NOUN
biht-398	18	11	,	,	PUNCT
biht-398	18	12	including	include	VERB
biht-398	18	13	through	through	ADP
biht-398	18	14	commercialization	commercialization	NOUN
biht-398	18	15	,	,	PUNCT
biht-398	18	16	marketing	marketing	NOUN
biht-398	18	17	,	,	PUNCT
biht-398	18	18	and	and	CCONJ
biht-398	18	19	market	market	NOUN
biht-398	18	20	access	access	NOUN
biht-398	18	21	strategies.1	strategies.1	PROPN
biht-398	18	22	as	as	ADP
biht-398	18	23	of	of	ADP
biht-398	18	24	mid-2024	mid-2024	NOUN
biht-398	18	25	,	,	PUNCT
biht-398	18	26	the	the	DET
biht-398	18	27	ai	ai	ADJ
biht-398	18	28	adoption	adoption	NOUN
biht-398	18	29	in	in	ADP
biht-398	18	30	the	the	DET
biht-398	18	31	life	life	NOUN
biht-398	18	32	sciences	science	NOUN
biht-398	18	33	industry	industry	NOUN
biht-398	18	34	has	have	AUX
biht-398	18	35	progressed	progress	VERB
biht-398	18	36	from	from	ADP
biht-398	18	37	theoretical	theoretical	ADJ
biht-398	18	38	discussions	discussion	NOUN
biht-398	18	39	to	to	ADP
biht-398	18	40	practical	practical	ADJ
biht-398	18	41	implementations	implementation	NOUN
biht-398	18	42	,	,	PUNCT
biht-398	18	43	albeit	albeit	SCONJ
biht-398	18	44	many	many	ADJ
biht-398	18	45	in	in	ADP
biht-398	18	46	the	the	DET
biht-398	18	47	‘	'	PUNCT
biht-398	18	48	pilot	pilot	NOUN
biht-398	18	49	phase	phase	NOUN
biht-398	18	50	’	'	PUNCT
biht-398	18	51	.	.	PUNCT
biht-398	19	1	stage	stage	NOUN
biht-398	19	2	.	.	PUNCT
biht-398	20	1	clinicians	clinician	NOUN
biht-398	20	2	,	,	PUNCT
biht-398	20	3	pharmaceutical	pharmaceutical	NOUN
biht-398	20	4	manufacturers	manufacturer	NOUN
biht-398	20	5	,	,	PUNCT
biht-398	20	6	and	and	CCONJ
biht-398	20	7	policymakers	policymaker	NOUN
biht-398	20	8	are	be	AUX
biht-398	20	9	currently	currently	ADV
biht-398	20	10	evaluating	evaluate	VERB
biht-398	20	11	whether	whether	SCONJ
biht-398	20	12	these	these	DET
biht-398	20	13	technologies	technology	NOUN
biht-398	20	14	offer	offer	VERB
biht-398	20	15	substantive	substantive	ADJ
biht-398	20	16	opportunities	opportunity	NOUN
biht-398	20	17	for	for	ADP
biht-398	20	18	innovation	innovation	NOUN
biht-398	20	19	,	,	PUNCT
biht-398	20	20	enhanced	enhance	VERB
biht-398	20	21	efficiency	efficiency	NOUN
biht-398	20	22	,	,	PUNCT
biht-398	20	23	and	and	CCONJ
biht-398	20	24	improved	improve	VERB
biht-398	20	25	patient	patient	ADJ
biht-398	20	26	outcomes	outcome	NOUN
biht-398	20	27	or	or	CCONJ
biht-398	20	28	if	if	SCONJ
biht-398	20	29	they	they	PRON
biht-398	20	30	are	be	AUX
biht-398	20	31	subject	subject	ADJ
biht-398	20	32	to	to	ADP
biht-398	20	33	inflated	inflated	ADJ
biht-398	20	34	expectations	expectation	NOUN
biht-398	20	35	characteristic	characteristic	ADJ
biht-398	20	36	of	of	ADP
biht-398	20	37	a	a	DET
biht-398	20	38	‘	'	PUNCT
biht-398	20	39	hype	hype	NOUN
biht-398	20	40	cycle’.2	cycle’.2	NOUN
biht-398	20	41	ai	ai	VERB
biht-398	20	42	represents	represent	VERB
biht-398	20	43	a	a	DET
biht-398	20	44	range	range	NOUN
biht-398	20	45	of	of	ADP
biht-398	20	46	technologies	technology	NOUN
biht-398	20	47	,	,	PUNCT
biht-398	20	48	including	include	VERB
biht-398	20	49	large	large	ADJ
biht-398	20	50	language	language	NOUN
biht-398	20	51	models	model	NOUN
biht-398	20	52	,	,	PUNCT
biht-398	20	53	machine	machine	NOUN
biht-398	20	54	learning	learning	NOUN
biht-398	20	55	,	,	PUNCT
biht-398	20	56	natural	natural	ADJ
biht-398	20	57	language	language	NOUN
biht-398	20	58	processing	processing	NOUN
biht-398	20	59	,	,	PUNCT
biht-398	20	60	and	and	CCONJ
biht-398	20	61	computer	computer	NOUN
biht-398	20	62	vision.3	vision.3	NOUN
biht-398	20	63	some	some	DET
biht-398	20	64	researchers	researcher	NOUN
biht-398	20	65	propose	propose	VERB
biht-398	20	66	that	that	PRON
biht-398	20	67	ai	ai	VERB
biht-398	20	68	and	and	CCONJ
biht-398	20	69	related	related	ADJ
biht-398	20	70	technologies	technology	NOUN
biht-398	20	71	represent	represent	VERB
biht-398	20	72	significant	significant	ADJ
biht-398	20	73	shifts	shift	NOUN
biht-398	20	74	in	in	ADP
biht-398	20	75	how	how	SCONJ
biht-398	20	76	researchers	researcher	NOUN
biht-398	20	77	and	and	CCONJ
biht-398	20	78	clinicians	clinician	NOUN
biht-398	20	79	approach	approach	VERB
biht-398	20	80	complex	complex	ADJ
biht-398	20	81	problems	problem	NOUN
biht-398	20	82	in	in	ADP
biht-398	20	83	life	life	NOUN
biht-398	20	84	sciences	science	NOUN
biht-398	20	85	and	and	CCONJ
biht-398	20	86	healthcare.4	healthcare.4	ADP
biht-398	20	87	some	some	DET
biht-398	20	88	potential	potential	ADJ
biht-398	20	89	ai	ai	NOUN
biht-398	20	90	applications	application	NOUN
biht-398	20	91	hold	hold	VERB
biht-398	20	92	particular	particular	ADJ
biht-398	20	93	interest	interest	NOUN
biht-398	20	94	to	to	ADP
biht-398	20	95	biopharmaceutical	biopharmaceutical	ADJ
biht-398	20	96	manufacturers	manufacturer	NOUN
biht-398	20	97	because	because	SCONJ
biht-398	20	98	they	they	PRON
biht-398	20	99	promise	promise	VERB
biht-398	20	100	to	to	PART
biht-398	20	101	reduce	reduce	VERB
biht-398	20	102	the	the	DET
biht-398	20	103	time	time	NOUN
biht-398	20	104	and/or	and/or	CCONJ
biht-398	20	105	investment	investment	NOUN
biht-398	20	106	involved	involve	VERB
biht-398	20	107	in	in	ADP
biht-398	20	108	bringing	bring	VERB
biht-398	20	109	new	new	ADJ
biht-398	20	110	therapies	therapy	NOUN
biht-398	20	111	to	to	ADP
biht-398	20	112	market	market	NOUN
biht-398	20	113	.	.	PUNCT
biht-398	21	1	in	in	ADP
biht-398	21	2	the	the	DET
biht-398	21	3	earliest	early	ADJ
biht-398	21	4	stages	stage	NOUN
biht-398	21	5	of	of	ADP
biht-398	21	6	drug	drug	NOUN
biht-398	21	7	discovery	discovery	NOUN
biht-398	21	8	,	,	PUNCT
biht-398	21	9	ai	ai	AUX
biht-398	21	10	algorithms	algorithm	NOUN
biht-398	21	11	aim	aim	VERB
biht-398	21	12	to	to	PART
biht-398	21	13	speed	speed	VERB
biht-398	21	14	the	the	DET
biht-398	21	15	identification	identification	NOUN
biht-398	21	16	of	of	ADP
biht-398	21	17	new	new	ADJ
biht-398	21	18	therapeutic	therapeutic	ADJ
biht-398	21	19	targets	target	NOUN
biht-398	21	20	and	and	CCONJ
biht-398	21	21	potential	potential	ADJ
biht-398	21	22	drug	drug	NOUN
biht-398	21	23	candidates.5	candidates.5	NOUN
biht-398	21	24	in	in	ADP
biht-398	21	25	clinical	clinical	ADJ
biht-398	21	26	development	development	NOUN
biht-398	21	27	,	,	PUNCT
biht-398	21	28	ai	ai	AUX
biht-398	21	29	might	might	AUX
biht-398	21	30	optimize	optimize	VERB
biht-398	21	31	study	study	NOUN
biht-398	21	32	designs	design	NOUN
biht-398	21	33	,	,	PUNCT
biht-398	21	34	improve	improve	VERB
biht-398	21	35	patient	patient	ADJ
biht-398	21	36	recruitment	recruitment	NOUN
biht-398	21	37	,	,	PUNCT
biht-398	21	38	or	or	CCONJ
biht-398	21	39	enhance	enhance	VERB
biht-398	21	40	data	datum	NOUN
biht-398	21	41	analysis.6	analysis.6	ADP
biht-398	21	42	post	post	NOUN
biht-398	21	43	-	-	NOUN
biht-398	21	44	commercialization	commercialization	ADJ
biht-398	21	45	,	,	PUNCT
biht-398	21	46	ai	ai	ADJ
biht-398	21	47	-	-	PUNCT
biht-398	21	48	driven	drive	VERB
biht-398	21	49	tools	tool	NOUN
biht-398	21	50	may	may	AUX
biht-398	21	51	be	be	AUX
biht-398	21	52	deployed	deploy	VERB
biht-398	21	53	to	to	PART
biht-398	21	54	enhance	enhance	VERB
biht-398	21	55	patient	patient	ADJ
biht-398	21	56	engagement	engagement	NOUN
biht-398	21	57	or	or	CCONJ
biht-398	21	58	medication	medication	NOUN
biht-398	21	59	adherence	adherence	NOUN
biht-398	21	60	or	or	CCONJ
biht-398	21	61	to	to	PART
biht-398	21	62	automate	automate	VERB
biht-398	21	63	the	the	DET
biht-398	21	64	collection	collection	NOUN
biht-398	21	65	of	of	ADP
biht-398	21	66	real	real	ADJ
biht-398	21	67	-	-	PUNCT
biht-398	21	68	world	world	NOUN
biht-398	21	69	evidence	evidence	NOUN
biht-398	21	70	(	(	PUNCT
biht-398	21	71	rwe).7	rwe).7	X
biht-398	21	72	while	while	SCONJ
biht-398	21	73	ai	ai	PROPN
biht-398	21	74	technologies	technology	NOUN
biht-398	21	75	might	might	AUX
biht-398	21	76	be	be	AUX
biht-398	21	77	promising	promise	VERB
biht-398	21	78	,	,	PUNCT
biht-398	21	79	they	they	PRON
biht-398	21	80	also	also	ADV
biht-398	21	81	present	present	VERB
biht-398	21	82	several	several	ADJ
biht-398	21	83	challenges	challenge	NOUN
biht-398	21	84	to	to	ADP
biht-398	21	85	the	the	DET
biht-398	21	86	industry	industry	NOUN
biht-398	21	87	,	,	PUNCT
biht-398	21	88	ranging	range	VERB
biht-398	21	89	from	from	ADP
biht-398	21	90	ethical	ethical	ADJ
biht-398	21	91	,	,	PUNCT
biht-398	21	92	legal	legal	ADJ
biht-398	21	93	,	,	PUNCT
biht-398	21	94	regulatory	regulatory	ADJ
biht-398	21	95	,	,	PUNCT
biht-398	21	96	and	and	CCONJ
biht-398	21	97	data	datum	NOUN
biht-398	21	98	security	security	NOUN
biht-398	21	99	issues	issue	NOUN
biht-398	21	100	to	to	ADP
biht-398	21	101	more	more	ADV
biht-398	21	102	extensive	extensive	ADJ
biht-398	21	103	concerns	concern	NOUN
biht-398	21	104	that	that	PRON
biht-398	21	105	organizations	organization	NOUN
biht-398	21	106	might	might	AUX
biht-398	21	107	need	need	VERB
biht-398	21	108	to	to	PART
biht-398	21	109	change	change	VERB
biht-398	21	110	long	long	ADV
biht-398	21	111	-	-	PUNCT
biht-398	21	112	standing	stand	VERB
biht-398	21	113	operating	operating	NOUN
biht-398	21	114	procedures	procedure	NOUN
biht-398	21	115	as	as	SCONJ
biht-398	21	116	technologies	technology	NOUN
biht-398	21	117	advance.8	advance.8	AUX
biht-398	21	118	compounding	compound	VERB
biht-398	21	119	these	these	DET
biht-398	21	120	issues	issue	NOUN
biht-398	21	121	is	be	AUX
biht-398	21	122	the	the	DET
biht-398	21	123	pace	pace	NOUN
biht-398	21	124	of	of	ADP
biht-398	21	125	advancement	advancement	NOUN
biht-398	21	126	.	.	PUNCT
biht-398	22	1	examples	example	NOUN
biht-398	22	2	include	include	VERB
biht-398	22	3	the	the	DET
biht-398	22	4	rapidity	rapidity	NOUN
biht-398	22	5	of	of	ADP
biht-398	22	6	ai	ai	VERB
biht-398	22	7	development	development	NOUN
biht-398	22	8	far	far	ADV
biht-398	22	9	outpacing	outpace	VERB
biht-398	22	10	the	the	DET
biht-398	22	11	ability	ability	NOUN
biht-398	22	12	of	of	ADP
biht-398	22	13	regulatory	regulatory	ADJ
biht-398	22	14	and	and	CCONJ
biht-398	22	15	legal	legal	ADJ
biht-398	22	16	frameworks	framework	NOUN
biht-398	22	17	to	to	PART
biht-398	22	18	keep	keep	VERB
biht-398	22	19	up.9	up.9	PROPN
biht-398	22	20	this	this	DET
biht-398	22	21	asymmetry	asymmetry	NOUN
biht-398	22	22	adds	add	VERB
biht-398	22	23	significant	significant	ADJ
biht-398	22	24	complexities	complexity	NOUN
biht-398	22	25	in	in	ADP
biht-398	22	26	a	a	DET
biht-398	22	27	highly	highly	ADV
biht-398	22	28	regulated	regulated	ADJ
biht-398	22	29	industry	industry	NOUN
biht-398	22	30	that	that	PRON
biht-398	22	31	is	be	AUX
biht-398	22	32	notably	notably	ADV
biht-398	22	33	averse	averse	ADJ
biht-398	22	34	to	to	ADP
biht-398	22	35	legal	legal	ADJ
biht-398	22	36	risk	risk	NOUN
biht-398	22	37	.	.	PUNCT
biht-398	23	1	despite	despite	SCONJ
biht-398	23	2	the	the	DET
biht-398	23	3	risks	risk	NOUN
biht-398	23	4	,	,	PUNCT
biht-398	23	5	the	the	DET
biht-398	23	6	potential	potential	ADJ
biht-398	23	7	benefits	benefit	NOUN
biht-398	23	8	of	of	ADP
biht-398	23	9	‘	'	PUNCT
biht-398	23	10	leading	lead	VERB
biht-398	23	11	the	the	DET
biht-398	23	12	pack	pack	NOUN
biht-398	23	13	’	'	PUNCT
biht-398	23	14	on	on	ADP
biht-398	23	15	ai	ai	PRON
biht-398	23	16	adoption	adoption	NOUN
biht-398	23	17	might	might	AUX
biht-398	23	18	be	be	AUX
biht-398	23	19	significant	significant	ADJ
biht-398	23	20	.	.	PUNCT
biht-398	24	1	companies	company	NOUN
biht-398	24	2	that	that	PRON
biht-398	24	3	successfully	successfully	ADV
biht-398	24	4	integrate	integrate	VERB
biht-398	24	5	ai	ai	VERB
biht-398	24	6	into	into	ADP
biht-398	24	7	their	their	PRON
biht-398	24	8	operations	operation	NOUN
biht-398	24	9	might	might	AUX
biht-398	24	10	gain	gain	VERB
biht-398	24	11	competitive	competitive	ADJ
biht-398	24	12	advantages	advantage	NOUN
biht-398	24	13	,	,	PUNCT
biht-398	24	14	from	from	ADP
biht-398	24	15	accelerated	accelerate	VERB
biht-398	24	16	research	research	NOUN
biht-398	24	17	and	and	CCONJ
biht-398	24	18	development	development	NOUN
biht-398	24	19	to	to	ADP
biht-398	24	20	more	more	ADJ
biht-398	24	21	optimized	optimize	VERB
biht-398	24	22	market	market	NOUN
biht-398	24	23	access	access	NOUN
biht-398	24	24	strategies	strategy	NOUN
biht-398	24	25	.	.	PUNCT
biht-398	25	1	conversely	conversely	ADV
biht-398	25	2	,	,	PUNCT
biht-398	25	3	those	those	PRON
biht-398	25	4	who	who	PRON
biht-398	25	5	fail	fail	VERB
biht-398	25	6	to	to	PART
biht-398	25	7	bring	bring	VERB
biht-398	25	8	ai	ai	ADP
biht-398	25	9	on	on	ADP
biht-398	25	10	board	board	NOUN
biht-398	25	11	may	may	AUX
biht-398	25	12	increasingly	increasingly	ADV
biht-398	25	13	miss	miss	VERB
biht-398	25	14	out	out	ADP
biht-398	25	15	on	on	ADP
biht-398	25	16	growth	growth	NOUN
biht-398	25	17	opportunities.10	opportunities.10	NOUN
biht-398	25	18	in	in	ADP
biht-398	25	19	the	the	DET
biht-398	25	20	light	light	NOUN
biht-398	25	21	of	of	ADP
biht-398	25	22	these	these	DET
biht-398	25	23	challenges	challenge	NOUN
biht-398	25	24	and	and	CCONJ
biht-398	25	25	the	the	DET
biht-398	25	26	rapid	rapid	ADJ
biht-398	25	27	pace	pace	NOUN
biht-398	25	28	of	of	ADP
biht-398	25	29	advancement	advancement	NOUN
biht-398	25	30	,	,	PUNCT
biht-398	25	31	the	the	DET
biht-398	25	32	authors	author	NOUN
biht-398	25	33	aim	aim	VERB
biht-398	25	34	to	to	PART
biht-398	25	35	provide	provide	VERB
biht-398	25	36	a	a	DET
biht-398	25	37	framework	framework	NOUN
biht-398	25	38	that	that	PRON
biht-398	25	39	professionals	professional	NOUN
biht-398	25	40	across	across	ADP
biht-398	25	41	various	various	ADJ
biht-398	25	42	functions	function	NOUN
biht-398	25	43	within	within	ADP
biht-398	25	44	life	life	NOUN
biht-398	25	45	sciences	science	NOUN
biht-398	25	46	companies	company	NOUN
biht-398	25	47	can	can	AUX
biht-398	25	48	use	use	VERB
biht-398	25	49	to	to	PART
biht-398	25	50	understand	understand	VERB
biht-398	25	51	and	and	CCONJ
biht-398	25	52	evaluate	evaluate	VERB
biht-398	25	53	the	the	DET
biht-398	25	54	place	place	NOUN
biht-398	25	55	of	of	ADP
biht-398	25	56	ai	ai	PROPN
biht-398	25	57	technologies	technology	NOUN
biht-398	25	58	in	in	ADP
biht-398	25	59	their	their	PRON
biht-398	25	60	workflows	workflow	NOUN
biht-398	25	61	and	and	CCONJ
biht-398	25	62	firms	firm	NOUN
biht-398	25	63	.	.	PUNCT
biht-398	26	1	by	by	ADP
biht-398	26	2	aligning	align	VERB
biht-398	26	3	ai	ai	NOUN
biht-398	26	4	applications	application	NOUN
biht-398	26	5	along	along	ADP
biht-398	26	6	two	two	NUM
biht-398	26	7	key	key	ADJ
biht-398	26	8	axes	axis	NOUN
biht-398	26	9	that	that	PRON
biht-398	26	10	we	we	PRON
biht-398	26	11	refer	refer	VERB
biht-398	26	12	to	to	ADP
biht-398	26	13	as	as	ADP
biht-398	26	14	operational	operational	ADJ
biht-398	26	15	domain	domain	NOUN
biht-398	26	16	and	and	CCONJ
biht-398	26	17	phase	phase	NOUN
biht-398	26	18	of	of	ADP
biht-398	26	19	product	product	NOUN
biht-398	26	20	lifecycle	lifecycle	NOUN
biht-398	26	21	,	,	PUNCT
biht-398	26	22	we	we	PRON
biht-398	26	23	offer	offer	VERB
biht-398	26	24	a	a	DET
biht-398	26	25	structured	structured	ADJ
biht-398	26	26	approach	approach	NOUN
biht-398	26	27	to	to	ADP
biht-398	26	28	evaluating	evaluate	VERB
biht-398	26	29	and	and	CCONJ
biht-398	26	30	prioritizing	prioritize	VERB
biht-398	26	31	ai	ai	VERB
biht-398	26	32	initiatives	initiative	NOUN
biht-398	26	33	.	.	PUNCT
biht-398	27	1	this	this	DET
biht-398	27	2	framework	framework	NOUN
biht-398	27	3	is	be	AUX
biht-398	27	4	designed	design	VERB
biht-398	27	5	to	to	PART
biht-398	27	6	assist	assist	VERB
biht-398	27	7	those	those	PRON
biht-398	27	8	in	in	ADP
biht-398	27	9	positions	position	NOUN
biht-398	27	10	of	of	ADP
biht-398	27	11	leadership	leadership	NOUN
biht-398	27	12	with	with	ADP
biht-398	27	13	making	make	VERB
biht-398	27	14	informed	informed	ADJ
biht-398	27	15	decisions	decision	NOUN
biht-398	27	16	about	about	ADP
biht-398	27	17	ai	ai	PRON
biht-398	27	18	adoption	adoption	NOUN
biht-398	27	19	,	,	PUNCT
biht-398	27	20	balancing	balance	VERB
biht-398	27	21	potential	potential	ADJ
biht-398	27	22	benefits	benefit	NOUN
biht-398	27	23	against	against	ADP
biht-398	27	24	risks	risk	NOUN
biht-398	27	25	and	and	CCONJ
biht-398	27	26	challenges	challenge	NOUN
biht-398	27	27	.	.	PUNCT
biht-398	28	1	methods	method	NOUN
biht-398	28	2	for	for	ADP
biht-398	28	3	framework	framework	NOUN
biht-398	28	4	development	development	NOUN
biht-398	28	5	this	this	DET
biht-398	28	6	study	study	NOUN
biht-398	28	7	employs	employ	VERB
biht-398	28	8	a	a	DET
biht-398	28	9	structured	structured	ADJ
biht-398	28	10	mixed	mix	VERB
biht-398	28	11	-	-	PUNCT
biht-398	28	12	methods	method	NOUN
biht-398	28	13	approach	approach	NOUN
biht-398	28	14	,	,	PUNCT
biht-398	28	15	including	include	VERB
biht-398	28	16	a	a	DET
biht-398	28	17	modified	modify	VERB
biht-398	28	18	delphi	delphi	NOUN
biht-398	28	19	method	method	NOUN
biht-398	28	20	.	.	PUNCT
biht-398	29	1	it	it	PRON
biht-398	29	2	draws	draw	VERB
biht-398	29	3	from	from	ADP
biht-398	29	4	the	the	DET
biht-398	29	5	authors	author	NOUN
biht-398	29	6	’	’	PART
biht-398	29	7	industry	industry	NOUN
biht-398	29	8	experience	experience	NOUN
biht-398	29	9	,	,	PUNCT
biht-398	29	10	consultations	consultation	NOUN
biht-398	29	11	with	with	ADP
biht-398	29	12	external	external	ADJ
biht-398	29	13	biopharmaceutical	biopharmaceutical	ADJ
biht-398	29	14	experts	expert	NOUN
biht-398	29	15	,	,	PUNCT
biht-398	29	16	a	a	DET
biht-398	29	17	qualitative	qualitative	ADJ
biht-398	29	18	review	review	NOUN
biht-398	29	19	of	of	ADP
biht-398	29	20	case	case	NOUN
biht-398	29	21	studies	study	NOUN
biht-398	29	22	from	from	ADP
biht-398	29	23	literature	literature	NOUN
biht-398	29	24	and	and	CCONJ
biht-398	29	25	business	business	NOUN
biht-398	29	26	reports	report	NOUN
biht-398	29	27	,	,	PUNCT
biht-398	29	28	and	and	CCONJ
biht-398	29	29	an	an	DET
biht-398	29	30	iterative	iterative	NOUN
biht-398	29	31	process	process	NOUN
biht-398	29	32	of	of	ADP
biht-398	29	33	elicitation	elicitation	NOUN
biht-398	29	34	and	and	CCONJ
biht-398	29	35	consensus	consensus	NOUN
biht-398	29	36	-	-	PUNCT
biht-398	29	37	building	building	NOUN
biht-398	29	38	.	.	PUNCT
biht-398	30	1	the	the	DET
biht-398	30	2	research	research	NOUN
biht-398	30	3	was	be	AUX
biht-398	30	4	conducted	conduct	VERB
biht-398	30	5	between	between	ADP
biht-398	30	6	august	august	PROPN
biht-398	30	7	2023	2023	NUM
biht-398	30	8	and	and	CCONJ
biht-398	30	9	august	august	PROPN
biht-398	30	10	2024	2024	NUM
biht-398	30	11	,	,	PUNCT
biht-398	30	12	allowing	allow	VERB
biht-398	30	13	for	for	ADP
biht-398	30	14	the	the	DET
biht-398	30	15	incorporation	incorporation	NOUN
biht-398	30	16	of	of	ADP
biht-398	30	17	recent	recent	ADJ
biht-398	30	18	developments	development	NOUN
biht-398	30	19	.	.	PUNCT
biht-398	31	1	it	it	PRON
biht-398	31	2	is	be	AUX
biht-398	31	3	expected	expect	VERB
biht-398	31	4	to	to	PART
biht-398	31	5	continue	continue	VERB
biht-398	31	6	iteratively	iteratively	ADV
biht-398	31	7	,	,	PUNCT
biht-398	31	8	incorporating	incorporate	VERB
biht-398	31	9	elements	element	NOUN
biht-398	31	10	of	of	ADP
biht-398	31	11	realist	realist	ADJ
biht-398	31	12	synthesis	synthesis	NOUN
biht-398	31	13	to	to	PART
biht-398	31	14	further	far	ADV
biht-398	31	15	expand	expand	VERB
biht-398	31	16	the	the	DET
biht-398	31	17	framework	framework	NOUN
biht-398	31	18	and	and	CCONJ
biht-398	31	19	refine	refine	VERB
biht-398	31	20	example	example	NOUN
biht-398	31	21	use	use	NOUN
biht-398	31	22	cases	case	NOUN
biht-398	31	23	.	.	PUNCT
biht-398	32	1	an	an	DET
biht-398	32	2	initial	initial	ADJ
biht-398	32	3	framework	framework	NOUN
biht-398	32	4	was	be	AUX
biht-398	32	5	developed	develop	VERB
biht-398	32	6	based	base	VERB
biht-398	32	7	on	on	ADP
biht-398	32	8	the	the	DET
biht-398	32	9	collective	collective	ADJ
biht-398	32	10	expertise	expertise	NOUN
biht-398	32	11	of	of	ADP
biht-398	32	12	the	the	DET
biht-398	32	13	research	research	NOUN
biht-398	32	14	team	team	NOUN
biht-398	32	15	and	and	CCONJ
biht-398	32	16	additional	additional	ADJ
biht-398	32	17	consulting	consulting	NOUN
biht-398	32	18	experts	expert	NOUN
biht-398	32	19	.	.	PUNCT
biht-398	33	1	these	these	PRON
biht-398	33	2	included	include	VERB
biht-398	33	3	professionals	professional	NOUN
biht-398	33	4	with	with	ADP
biht-398	33	5	extensive	extensive	ADJ
biht-398	33	6	experience	experience	NOUN
biht-398	33	7	in	in	ADP
biht-398	33	8	pharmaceutical	pharmaceutical	ADJ
biht-398	33	9	commercialization	commercialization	NOUN
biht-398	33	10	,	,	PUNCT
biht-398	33	11	clinical	clinical	ADJ
biht-398	33	12	development	development	NOUN
biht-398	33	13	,	,	PUNCT
biht-398	33	14	and	and	CCONJ
biht-398	33	15	ai	ai	VERB
biht-398	33	16	applications	application	NOUN
biht-398	33	17	in	in	ADP
biht-398	33	18	research	research	NOUN
biht-398	33	19	and	and	CCONJ
biht-398	33	20	patient	patient	NOUN
biht-398	33	21	-	-	PUNCT
biht-398	33	22	facing	face	VERB
biht-398	33	23	settings	setting	NOUN
biht-398	33	24	.	.	PUNCT
biht-398	34	1	this	this	DET
biht-398	34	2	sector	sector	NOUN
biht-398	34	3	expertise	expertise	NOUN
biht-398	34	4	guided	guide	VERB
biht-398	34	5	the	the	DET
biht-398	34	6	creation	creation	NOUN
biht-398	34	7	of	of	ADP
biht-398	34	8	the	the	DET
biht-398	34	9	two	two	NUM
biht-398	34	10	axes	axis	NOUN
biht-398	34	11	that	that	PRON
biht-398	34	12	form	form	VERB
biht-398	34	13	the	the	DET
biht-398	34	14	foundation	foundation	NOUN
biht-398	34	15	of	of	ADP
biht-398	34	16	the	the	DET
biht-398	34	17	framework	framework	NOUN
biht-398	34	18	:	:	PUNCT
biht-398	34	19	phase	phase	NOUN
biht-398	34	20	of	of	ADP
biht-398	34	21	product	product	NOUN
biht-398	34	22	lifecycle	lifecycle	NOUN
biht-398	34	23	and	and	CCONJ
biht-398	34	24	operational	operational	ADJ
biht-398	34	25	domain	domain	NOUN
biht-398	34	26	.	.	PUNCT
biht-398	35	1	once	once	SCONJ
biht-398	35	2	the	the	DET
biht-398	35	3	axes	axis	NOUN
biht-398	35	4	were	be	AUX
biht-398	35	5	established	establish	VERB
biht-398	35	6	,	,	PUNCT
biht-398	35	7	examples	example	NOUN
biht-398	35	8	of	of	ADP
biht-398	35	9	ai	ai	VERB
biht-398	35	10	applied	apply	VERB
biht-398	35	11	to	to	ADP
biht-398	35	12	typical	typical	ADJ
biht-398	35	13	tasks	task	NOUN
biht-398	35	14	within	within	ADP
biht-398	35	15	the	the	DET
biht-398	35	16	life	life	NOUN
biht-398	35	17	sciences	science	NOUN
biht-398	35	18	industry	industry	NOUN
biht-398	35	19	were	be	AUX
biht-398	35	20	identified	identify	VERB
biht-398	35	21	and	and	CCONJ
biht-398	35	22	mapped	map	VERB
biht-398	35	23	onto	onto	ADP
biht-398	35	24	the	the	DET
biht-398	35	25	framework	framework	NOUN
biht-398	35	26	based	base	VERB
biht-398	35	27	on	on	ADP
biht-398	35	28	expert	expert	ADJ
biht-398	35	29	discussion	discussion	NOUN
biht-398	35	30	and	and	CCONJ
biht-398	35	31	consensus	consensus	NOUN
biht-398	35	32	.	.	PUNCT
biht-398	36	1	the	the	DET
biht-398	36	2	identification	identification	NOUN
biht-398	36	3	process	process	NOUN
biht-398	36	4	involved	involve	VERB
biht-398	36	5	(	(	PUNCT
biht-398	36	6	1	1	X
biht-398	36	7	)	)	PUNCT
biht-398	36	8	consulting	consult	VERB
biht-398	36	9	industry	industry	NOUN
biht-398	36	10	case	case	NOUN
biht-398	36	11	studies	study	NOUN
biht-398	36	12	,	,	PUNCT
biht-398	36	13	publications	publication	NOUN
biht-398	36	14	,	,	PUNCT
biht-398	36	15	and	and	CCONJ
biht-398	36	16	expert	expert	ADJ
biht-398	36	17	knowledge	knowledge	NOUN
biht-398	36	18	,	,	PUNCT
biht-398	36	19	(	(	PUNCT
biht-398	36	20	2	2	X
biht-398	36	21	)	)	PUNCT
biht-398	36	22	selecting	select	VERB
biht-398	36	23	biopharma	biopharma	NOUN
biht-398	36	24	industry	industry	NOUN
biht-398	36	25	activities	activity	NOUN
biht-398	36	26	indicative	indicative	ADJ
biht-398	36	27	of	of	ADP
biht-398	36	28	various	various	ADJ
biht-398	36	29	phases	phase	NOUN
biht-398	36	30	and	and	CCONJ
biht-398	36	31	operational	operational	ADJ
biht-398	36	32	domains	domain	NOUN
biht-398	36	33	with	with	ADP
biht-398	36	34	existing	exist	VERB
biht-398	36	35	or	or	CCONJ
biht-398	36	36	proposed	propose	VERB
biht-398	36	37	ai	ai	VERB
biht-398	36	38	use	use	NOUN
biht-398	36	39	cases	case	NOUN
biht-398	36	40	,	,	PUNCT
biht-398	36	41	and	and	CCONJ
biht-398	36	42	(	(	PUNCT
biht-398	36	43	3	3	X
biht-398	36	44	)	)	PUNCT
biht-398	36	45	highlighting	highlight	VERB
biht-398	36	46	examples	example	NOUN
biht-398	36	47	that	that	PRON
biht-398	36	48	could	could	AUX
biht-398	36	49	highlight	highlight	VERB
biht-398	36	50	potential	potential	ADJ
biht-398	36	51	benefits	benefit	NOUN
biht-398	36	52	and	and	CCONJ
biht-398	36	53	challenges	challenge	NOUN
biht-398	36	54	of	of	ADP
biht-398	36	55	ai	ai	ADJ
biht-398	36	56	adoption	adoption	NOUN
biht-398	36	57	in	in	ADP
biht-398	36	58	each	each	DET
biht-398	36	59	section	section	NOUN
biht-398	36	60	of	of	ADP
biht-398	36	61	the	the	DET
biht-398	36	62	framework	framework	NOUN
biht-398	36	63	matrix	matrix	NOUN
biht-398	36	64	,	,	PUNCT
biht-398	36	65	given	give	VERB
biht-398	36	66	that	that	SCONJ
biht-398	36	67	these	these	DET
biht-398	36	68	examples	example	NOUN
biht-398	36	69	are	be	AUX
biht-398	36	70	most	most	ADV
biht-398	36	71	likely	likely	ADJ
biht-398	36	72	to	to	PART
biht-398	36	73	spark	spark	VERB
biht-398	36	74	discussions	discussion	NOUN
biht-398	36	75	on	on	ADP
biht-398	36	76	the	the	DET
biht-398	36	77	requirements	requirement	NOUN
biht-398	36	78	,	,	PUNCT
biht-398	36	79	risks	risk	NOUN
biht-398	36	80	,	,	PUNCT
biht-398	36	81	benefits	benefit	NOUN
biht-398	36	82	,	,	PUNCT
biht-398	36	83	and	and	CCONJ
biht-398	36	84	objectives	objective	NOUN
biht-398	36	85	of	of	ADP
biht-398	36	86	ai	ai	NOUN
biht-398	36	87	as	as	ADP
biht-398	36	88	applied	apply	VERB
biht-398	36	89	to	to	ADP
biht-398	36	90	specific	specific	ADJ
biht-398	36	91	industry	industry	NOUN
biht-398	36	92	use	use	NOUN
biht-398	36	93	cases	case	NOUN
biht-398	36	94	.	.	PUNCT
biht-398	37	1	the	the	DET
biht-398	37	2	initial	initial	ADJ
biht-398	37	3	framework	framework	NOUN
biht-398	37	4	and	and	CCONJ
biht-398	37	5	use	use	VERB
biht-398	37	6	case	case	NOUN
biht-398	37	7	examples	example	NOUN
biht-398	37	8	underwent	undergo	VERB
biht-398	37	9	iterative	iterative	NOUN
biht-398	37	10	refinement	refinement	NOUN
biht-398	37	11	based	base	VERB
biht-398	37	12	on	on	ADP
biht-398	37	13	the	the	DET
biht-398	37	14	incorporation	incorporation	NOUN
biht-398	37	15	of	of	ADP
biht-398	37	16	additional	additional	ADJ
biht-398	37	17	feedback	feedback	NOUN
biht-398	37	18	from	from	ADP
biht-398	37	19	industry	industry	NOUN
biht-398	37	20	experts	expert	NOUN
biht-398	37	21	.	.	PUNCT
biht-398	38	1	in	in	ADP
biht-398	38	2	summary	summary	NOUN
biht-398	38	3	,	,	PUNCT
biht-398	38	4	we	we	PRON
biht-398	38	5	followed	follow	VERB
biht-398	38	6	these	these	DET
biht-398	38	7	steps	step	NOUN
biht-398	38	8	(	(	PUNCT
biht-398	38	9	table	table	NOUN
biht-398	38	10	1	1	NUM
biht-398	38	11	)	)	PUNCT
biht-398	38	12	.	.	PUNCT
biht-398	39	1	this	this	DET
biht-398	39	2	methodology	methodology	NOUN
biht-398	39	3	allowed	allow	VERB
biht-398	39	4	us	we	PRON
biht-398	39	5	to	to	PART
biht-398	39	6	create	create	VERB
biht-398	39	7	a	a	DET
biht-398	39	8	framework	framework	NOUN
biht-398	39	9	that	that	PRON
biht-398	39	10	is	be	AUX
biht-398	39	11	grounded	ground	VERB
biht-398	39	12	in	in	ADP
biht-398	39	13	real	real	ADJ
biht-398	39	14	-	-	PUNCT
biht-398	39	15	world	world	NOUN
biht-398	39	16	industry	industry	NOUN
biht-398	39	17	understanding	understanding	NOUN
biht-398	39	18	and	and	CCONJ
biht-398	39	19	reflects	reflect	VERB
biht-398	39	20	the	the	DET
biht-398	39	21	current	current	ADJ
biht-398	39	22	state	state	NOUN
biht-398	39	23	and	and	CCONJ
biht-398	39	24	potential	potential	ADJ
biht-398	39	25	future	future	ADJ
biht-398	39	26	directions	direction	NOUN
biht-398	39	27	of	of	ADP
biht-398	39	28	ai	ai	ADJ
biht-398	39	29	applications	application	NOUN
biht-398	39	30	in	in	ADP
biht-398	39	31	life	life	NOUN
biht-398	39	32	sciences	science	NOUN
biht-398	39	33	.	.	PUNCT
biht-398	40	1	ethical	ethical	ADJ
biht-398	40	2	considerations	consideration	NOUN
biht-398	40	3	this	this	DET
biht-398	40	4	study	study	NOUN
biht-398	40	5	did	do	AUX
biht-398	40	6	not	not	PART
biht-398	40	7	require	require	VERB
biht-398	40	8	formal	formal	ADJ
biht-398	40	9	ethics	ethic	NOUN
biht-398	40	10	review	review	NOUN
biht-398	40	11	,	,	PUNCT
biht-398	40	12	as	as	SCONJ
biht-398	40	13	it	it	PRON
biht-398	40	14	did	do	AUX
biht-398	40	15	not	not	PART
biht-398	40	16	involve	involve	VERB
biht-398	40	17	human	human	ADJ
biht-398	40	18	subjects	subject	NOUN
biht-398	40	19	research	research	NOUN
biht-398	40	20	,	,	PUNCT
biht-398	40	21	clinical	clinical	ADJ
biht-398	40	22	trials	trial	NOUN
biht-398	40	23	,	,	PUNCT
biht-398	40	24	or	or	CCONJ
biht-398	40	25	the	the	DET
biht-398	40	26	https://doi.org/10.30953/bhty.v8.398	https://doi.org/10.30953/bhty.v8.398	PROPN
biht-398	40	27	citation	citation	NOUN
biht-398	40	28	:	:	PUNCT
biht-398	41	1	blockchain	blockchain	PROPN
biht-398	41	2	in	in	ADP
biht-398	41	3	healthcare	healthcare	NOUN
biht-398	41	4	today	today	NOUN
biht-398	41	5	2022	2022	NUM
biht-398	41	6	,	,	PUNCT
biht-398	41	7	5	5	NUM
biht-398	41	8	:	:	PUNCT
biht-398	41	9	xxx	xxx	PROPN
biht-398	41	10	https://doi.org/10.30953/bhty.v5.xxx	https://doi.org/10.30953/bhty.v5.xxx	PROPN
biht-398	41	11	3	3	NUM
biht-398	41	12	(	(	PUNCT
biht-398	41	13	page	page	NOUN
biht-398	41	14	number	number	NOUN
biht-398	41	15	not	not	PART
biht-398	41	16	for	for	ADP
biht-398	41	17	citation	citation	NOUN
biht-398	41	18	purpose	purpose	NOUN
biht-398	41	19	)	)	PUNCT
biht-398	41	20	mapping	mapping	NOUN
biht-398	41	21	the	the	DET
biht-398	41	22	ai	ai	ADJ
biht-398	41	23	landscape	landscape	NOUN
biht-398	41	24	in	in	ADP
biht-398	41	25	life	life	NOUN
biht-398	41	26	sciences	science	NOUN
biht-398	41	27	collection	collection	NOUN
biht-398	41	28	of	of	ADP
biht-398	41	29	personal	personal	ADJ
biht-398	41	30	data	datum	NOUN
biht-398	41	31	.	.	PUNCT
biht-398	42	1	the	the	DET
biht-398	42	2	research	research	NOUN
biht-398	42	3	was	be	AUX
biht-398	42	4	based	base	VERB
biht-398	42	5	on	on	ADP
biht-398	42	6	publicly	publicly	ADV
biht-398	42	7	available	available	ADJ
biht-398	42	8	information	information	NOUN
biht-398	42	9	,	,	PUNCT
biht-398	42	10	the	the	DET
biht-398	42	11	expertise	expertise	NOUN
biht-398	42	12	of	of	ADP
biht-398	42	13	the	the	DET
biht-398	42	14	core	core	NOUN
biht-398	42	15	research	research	NOUN
biht-398	42	16	team	team	NOUN
biht-398	42	17	,	,	PUNCT
biht-398	42	18	and	and	CCONJ
biht-398	42	19	consultations	consultation	NOUN
biht-398	42	20	with	with	ADP
biht-398	42	21	field	field	NOUN
biht-398	42	22	experts	expert	NOUN
biht-398	42	23	.	.	PUNCT
biht-398	43	1	all	all	DET
biht-398	43	2	experts	expert	NOUN
biht-398	43	3	consulted	consult	VERB
biht-398	43	4	in	in	ADP
biht-398	43	5	this	this	DET
biht-398	43	6	study	study	NOUN
biht-398	43	7	provided	provide	VERB
biht-398	43	8	consent	consent	NOUN
biht-398	43	9	to	to	PART
biht-398	43	10	share	share	VERB
biht-398	43	11	their	their	PRON
biht-398	43	12	professional	professional	ADJ
biht-398	43	13	insights	insight	NOUN
biht-398	43	14	and	and	CCONJ
biht-398	43	15	expertise	expertise	NOUN
biht-398	43	16	in	in	ADP
biht-398	43	17	an	an	DET
biht-398	43	18	anonymous	anonymous	ADJ
biht-398	43	19	fashion	fashion	NOUN
biht-398	43	20	as	as	ADP
biht-398	43	21	a	a	DET
biht-398	43	22	contribution	contribution	NOUN
biht-398	43	23	to	to	ADP
biht-398	43	24	the	the	DET
biht-398	43	25	framework	framework	NOUN
biht-398	43	26	development	development	NOUN
biht-398	43	27	.	.	PUNCT
biht-398	44	1	results	result	VERB
biht-398	44	2	our	our	PRON
biht-398	44	3	research	research	NOUN
biht-398	44	4	resulted	result	VERB
biht-398	44	5	in	in	ADP
biht-398	44	6	the	the	DET
biht-398	44	7	development	development	NOUN
biht-398	44	8	of	of	ADP
biht-398	44	9	a	a	DET
biht-398	44	10	proposed	propose	VERB
biht-398	44	11	framework	framework	NOUN
biht-398	44	12	for	for	ADP
biht-398	44	13	understanding	understanding	NOUN
biht-398	44	14	and	and	CCONJ
biht-398	44	15	implementing	implement	VERB
biht-398	44	16	ai	ai	PROPN
biht-398	44	17	technologies	technology	NOUN
biht-398	44	18	in	in	ADP
biht-398	44	19	the	the	DET
biht-398	44	20	life	life	NOUN
biht-398	44	21	sciences	science	NOUN
biht-398	44	22	sector	sector	NOUN
biht-398	44	23	.	.	PUNCT
biht-398	45	1	this	this	DET
biht-398	45	2	framework	framework	NOUN
biht-398	45	3	aligns	align	VERB
biht-398	45	4	ai	ai	VERB
biht-398	45	5	applications	application	NOUN
biht-398	45	6	along	along	ADP
biht-398	45	7	two	two	NUM
biht-398	45	8	key	key	ADJ
biht-398	45	9	axes	axis	NOUN
biht-398	45	10	:	:	PUNCT
biht-398	45	11	phase	phase	NOUN
biht-398	45	12	of	of	ADP
biht-398	45	13	product	product	NOUN
biht-398	45	14	lifecycle	lifecycle	NOUN
biht-398	45	15	and	and	CCONJ
biht-398	45	16	operational	operational	ADJ
biht-398	45	17	domain	domain	NOUN
biht-398	45	18	.	.	PUNCT
biht-398	46	1	phase	phase	NOUN
biht-398	46	2	of	of	ADP
biht-398	46	3	product	product	NOUN
biht-398	46	4	lifecycle	lifecycle	NOUN
biht-398	46	5	(	(	PUNCT
biht-398	46	6	horizontal	horizontal	ADJ
biht-398	46	7	axis	axis	NOUN
biht-398	46	8	)	)	PUNCT
biht-398	47	1	this	this	DET
biht-398	47	2	axis	axis	NOUN
biht-398	47	3	aligns	align	VERB
biht-398	47	4	approximately	approximately	ADV
biht-398	47	5	with	with	ADP
biht-398	47	6	the	the	DET
biht-398	47	7	traditional	traditional	ADJ
biht-398	47	8	stages	stage	NOUN
biht-398	47	9	of	of	ADP
biht-398	47	10	drug	drug	NOUN
biht-398	47	11	development	development	NOUN
biht-398	47	12	and	and	CCONJ
biht-398	47	13	commercialization	commercialization	NOUN
biht-398	47	14	in	in	ADP
biht-398	47	15	the	the	DET
biht-398	47	16	life	life	NOUN
biht-398	47	17	sciences	science	NOUN
biht-398	47	18	industry	industry	NOUN
biht-398	47	19	.	.	PUNCT
biht-398	48	1	it	it	PRON
biht-398	48	2	recognizes	recognize	VERB
biht-398	48	3	that	that	PRON
biht-398	48	4	ai	ai	VERB
biht-398	48	5	might	might	AUX
biht-398	48	6	have	have	VERB
biht-398	48	7	differential	differential	ADJ
biht-398	48	8	impact	impact	NOUN
biht-398	48	9	at	at	ADP
biht-398	48	10	various	various	ADJ
biht-398	48	11	stages	stage	NOUN
biht-398	48	12	of	of	ADP
biht-398	48	13	the	the	DET
biht-398	48	14	drug	drug	NOUN
biht-398	48	15	product	product	NOUN
biht-398	48	16	journey	journey	NOUN
biht-398	48	17	from	from	ADP
biht-398	48	18	concept	concept	NOUN
biht-398	48	19	to	to	ADP
biht-398	48	20	market	market	NOUN
biht-398	48	21	.	.	PUNCT
biht-398	49	1	research	research	NOUN
biht-398	49	2	&	&	CCONJ
biht-398	49	3	discovery	discovery	PROPN
biht-398	49	4	research	research	NOUN
biht-398	49	5	and	and	CCONJ
biht-398	49	6	discovery	discovery	PROPN
biht-398	49	7	represent	represent	VERB
biht-398	49	8	the	the	DET
biht-398	49	9	early	early	ADJ
biht-398	49	10	stages	stage	NOUN
biht-398	49	11	of	of	ADP
biht-398	49	12	drug	drug	NOUN
biht-398	49	13	development	development	NOUN
biht-398	49	14	before	before	ADP
biht-398	49	15	human	human	ADJ
biht-398	49	16	testing	testing	NOUN
biht-398	49	17	and	and	CCONJ
biht-398	49	18	encompass	encompass	VERB
biht-398	49	19	a	a	DET
biht-398	49	20	range	range	NOUN
biht-398	49	21	of	of	ADP
biht-398	49	22	computational	computational	ADJ
biht-398	49	23	and	and	CCONJ
biht-398	49	24	biological	biological	ADJ
biht-398	49	25	research	research	NOUN
biht-398	49	26	methods	method	NOUN
biht-398	49	27	.	.	PUNCT
biht-398	50	1	clinical	clinical	ADJ
biht-398	50	2	trials	trial	NOUN
biht-398	50	3	and	and	CCONJ
biht-398	50	4	regulatory	regulatory	ADJ
biht-398	50	5	approval	approval	NOUN
biht-398	50	6	clinical	clinical	ADJ
biht-398	50	7	trials	trial	NOUN
biht-398	50	8	and	and	CCONJ
biht-398	50	9	regulatory	regulatory	ADJ
biht-398	50	10	approval	approval	NOUN
biht-398	50	11	represent	represent	VERB
biht-398	50	12	the	the	DET
biht-398	50	13	clinical	clinical	ADJ
biht-398	50	14	development	development	NOUN
biht-398	50	15	phase	phase	NOUN
biht-398	50	16	of	of	ADP
biht-398	50	17	activities	activity	NOUN
biht-398	50	18	that	that	PRON
biht-398	50	19	typically	typically	ADV
biht-398	50	20	start	start	VERB
biht-398	50	21	with	with	ADP
biht-398	50	22	first	first	ADJ
biht-398	50	23	-	-	PUNCT
biht-398	50	24	in	in	ADP
biht-398	50	25	-	-	PUNCT
biht-398	50	26	human	human	ADJ
biht-398	50	27	testing	testing	NOUN
biht-398	50	28	and	and	CCONJ
biht-398	50	29	culminate	culminate	NOUN
biht-398	50	30	with	with	ADP
biht-398	50	31	the	the	DET
biht-398	50	32	completion	completion	NOUN
biht-398	50	33	of	of	ADP
biht-398	50	34	registrational	registrational	ADJ
biht-398	50	35	clinical	clinical	ADJ
biht-398	50	36	trials	trial	NOUN
biht-398	50	37	and	and	CCONJ
biht-398	50	38	regulatory	regulatory	ADJ
biht-398	50	39	/	/	SYM
biht-398	50	40	marketing	marketing	NOUN
biht-398	50	41	approval	approval	NOUN
biht-398	50	42	.	.	PUNCT
biht-398	51	1	commercial	commercial	ADJ
biht-398	51	2	launch	launch	NOUN
biht-398	51	3	this	this	DET
biht-398	51	4	phase	phase	NOUN
biht-398	51	5	overlaps	overlap	VERB
biht-398	51	6	here	here	ADV
biht-398	51	7	as	as	ADP
biht-398	51	8	a	a	DET
biht-398	51	9	parallel	parallel	ADJ
biht-398	51	10	process	process	NOUN
biht-398	51	11	,	,	PUNCT
biht-398	51	12	with	with	ADP
biht-398	51	13	planning	planning	NOUN
biht-398	51	14	starting	start	VERB
biht-398	51	15	well	well	ADV
biht-398	51	16	prior	prior	ADV
biht-398	51	17	to	to	ADP
biht-398	51	18	regulatory	regulatory	ADJ
biht-398	51	19	approval	approval	NOUN
biht-398	51	20	and	and	CCONJ
biht-398	51	21	continuing	continue	VERB
biht-398	51	22	through	through	ADP
biht-398	51	23	that	that	DET
biht-398	51	24	launch	launch	NOUN
biht-398	51	25	date	date	NOUN
biht-398	51	26	and	and	CCONJ
biht-398	51	27	beyond	beyond	ADP
biht-398	51	28	,	,	PUNCT
biht-398	51	29	and	and	CCONJ
biht-398	51	30	including	include	VERB
biht-398	51	31	a	a	DET
biht-398	51	32	range	range	NOUN
biht-398	51	33	of	of	ADP
biht-398	51	34	commercial	commercial	ADJ
biht-398	51	35	,	,	PUNCT
biht-398	51	36	medical	medical	ADJ
biht-398	51	37	,	,	PUNCT
biht-398	51	38	and	and	CCONJ
biht-398	51	39	access	access	NOUN
biht-398	51	40	-	-	PUNCT
biht-398	51	41	related	relate	VERB
biht-398	51	42	activities	activity	NOUN
biht-398	51	43	.	.	PUNCT
biht-398	52	1	post	post	ADJ
biht-398	52	2	-	-	ADJ
biht-398	52	3	market	market	ADJ
biht-398	52	4	activities	activity	NOUN
biht-398	52	5	post	post	ADJ
biht-398	52	6	-	-	ADJ
biht-398	52	7	marketing	marketing	ADJ
biht-398	52	8	commercial	commercial	ADJ
biht-398	52	9	and	and	CCONJ
biht-398	52	10	scientific	scientific	ADJ
biht-398	52	11	activities	activity	NOUN
biht-398	52	12	support	support	VERB
biht-398	52	13	pharmacovigilance	pharmacovigilance	NOUN
biht-398	52	14	,	,	PUNCT
biht-398	52	15	the	the	DET
biht-398	52	16	collection	collection	NOUN
biht-398	52	17	of	of	ADP
biht-398	52	18	rwe	rwe	PROPN
biht-398	52	19	,	,	PUNCT
biht-398	52	20	ongoing	ongoing	ADJ
biht-398	52	21	communication	communication	NOUN
biht-398	52	22	with	with	ADP
biht-398	52	23	healthcare	healthcare	NOUN
biht-398	52	24	professionals	professional	NOUN
biht-398	52	25	,	,	PUNCT
biht-398	52	26	and	and	CCONJ
biht-398	52	27	continued	continued	ADJ
biht-398	52	28	patient	patient	ADJ
biht-398	52	29	support	support	NOUN
biht-398	52	30	.	.	PUNCT
biht-398	53	1	operational	operational	ADJ
biht-398	53	2	domain	domain	NOUN
biht-398	53	3	(	(	PUNCT
biht-398	53	4	vertical	vertical	ADJ
biht-398	53	5	axis	axis	NOUN
biht-398	53	6	)	)	PUNCT
biht-398	53	7	this	this	DET
biht-398	53	8	axis	axis	NOUN
biht-398	53	9	represents	represent	VERB
biht-398	53	10	a	a	DET
biht-398	53	11	continuum	continuum	ADJ
biht-398	53	12	from	from	ADP
biht-398	53	13	internal	internal	ADJ
biht-398	53	14	operations	operation	NOUN
biht-398	53	15	to	to	ADP
biht-398	53	16	increasingly	increasingly	ADV
biht-398	53	17	external	external	ADJ
biht-398	53	18	interactions	interaction	NOUN
biht-398	53	19	,	,	PUNCT
biht-398	53	20	reflecting	reflect	VERB
biht-398	53	21	not	not	PART
biht-398	53	22	only	only	ADV
biht-398	53	23	the	the	DET
biht-398	53	24	diverse	diverse	ADJ
biht-398	53	25	operational	operational	ADJ
biht-398	53	26	areas	area	NOUN
biht-398	53	27	where	where	SCONJ
biht-398	53	28	ai	ai	VERB
biht-398	53	29	technologies	technology	NOUN
biht-398	53	30	are	be	AUX
biht-398	53	31	applied	apply	VERB
biht-398	53	32	in	in	ADP
biht-398	53	33	the	the	DET
biht-398	53	34	life	life	NOUN
biht-398	53	35	sciences	science	NOUN
biht-398	53	36	sector	sector	NOUN
biht-398	53	37	but	but	CCONJ
biht-398	53	38	also	also	ADV
biht-398	53	39	the	the	DET
biht-398	53	40	growing	grow	VERB
biht-398	53	41	complexity	complexity	NOUN
biht-398	53	42	of	of	ADP
biht-398	53	43	regulatory	regulatory	ADJ
biht-398	53	44	,	,	PUNCT
biht-398	53	45	data	datum	NOUN
biht-398	53	46	,	,	PUNCT
biht-398	53	47	and	and	CCONJ
biht-398	53	48	ethical	ethical	ADJ
biht-398	53	49	considerations	consideration	NOUN
biht-398	53	50	as	as	SCONJ
biht-398	53	51	we	we	PRON
biht-398	53	52	move	move	VERB
biht-398	53	53	from	from	ADP
biht-398	53	54	internal	internal	ADJ
biht-398	53	55	operations	operation	NOUN
biht-398	53	56	toward	toward	ADP
biht-398	53	57	patient	patient	NOUN
biht-398	53	58	-	-	PUNCT
biht-398	53	59	facing	face	VERB
biht-398	53	60	applications	application	NOUN
biht-398	53	61	.	.	PUNCT
biht-398	54	1	internal	internal	ADJ
biht-398	54	2	operations	operation	NOUN
biht-398	54	3	include	include	VERB
biht-398	54	4	activities	activity	NOUN
biht-398	54	5	within	within	ADP
biht-398	54	6	the	the	DET
biht-398	54	7	company	company	NOUN
biht-398	54	8	’s	’s	PART
biht-398	54	9	boundaries	boundary	NOUN
biht-398	54	10	,	,	PUNCT
biht-398	54	11	including	include	VERB
biht-398	54	12	those	those	PRON
biht-398	54	13	that	that	PRON
biht-398	54	14	deal	deal	VERB
biht-398	54	15	with	with	ADP
biht-398	54	16	proprietary	proprietary	ADJ
biht-398	54	17	data	datum	NOUN
biht-398	54	18	and	and	CCONJ
biht-398	54	19	processes	process	NOUN
biht-398	54	20	.	.	PUNCT
biht-398	55	1	while	while	SCONJ
biht-398	55	2	still	still	ADV
biht-398	55	3	subject	subject	ADJ
biht-398	55	4	to	to	ADP
biht-398	55	5	regulations	regulation	NOUN
biht-398	55	6	,	,	PUNCT
biht-398	55	7	these	these	DET
biht-398	55	8	activities	activity	NOUN
biht-398	55	9	carry	carry	VERB
biht-398	55	10	the	the	DET
biht-398	55	11	least	least	ADJ
biht-398	55	12	external	external	ADJ
biht-398	55	13	exposure	exposure	NOUN
biht-398	55	14	and	and	CCONJ
biht-398	55	15	thus	thus	ADV
biht-398	55	16	lower	low	ADJ
biht-398	55	17	regulatory	regulatory	ADJ
biht-398	55	18	and	and	CCONJ
biht-398	55	19	ethical	ethical	ADJ
biht-398	55	20	risks	risk	NOUN
biht-398	55	21	.	.	PUNCT
biht-398	56	1	b2b	b2b	NOUN
biht-398	56	2	engagements	engagement	NOUN
biht-398	56	3	represent	represent	VERB
biht-398	56	4	the	the	DET
biht-398	56	5	first	first	ADJ
biht-398	56	6	step	step	NOUN
biht-398	56	7	from	from	ADP
biht-398	56	8	internal	internal	ADJ
biht-398	56	9	activities	activity	NOUN
biht-398	56	10	into	into	ADP
biht-398	56	11	external	external	ADJ
biht-398	56	12	interactions	interaction	NOUN
biht-398	56	13	,	,	PUNCT
biht-398	56	14	involving	involve	VERB
biht-398	56	15	partnerships	partnership	NOUN
biht-398	56	16	,	,	PUNCT
biht-398	56	17	suppliers	supplier	NOUN
biht-398	56	18	,	,	PUNCT
biht-398	56	19	and	and	CCONJ
biht-398	56	20	other	other	ADJ
biht-398	56	21	businesses	business	NOUN
biht-398	56	22	,	,	PUNCT
biht-398	56	23	either	either	CCONJ
biht-398	56	24	scientific	scientific	ADJ
biht-398	56	25	or	or	CCONJ
biht-398	56	26	commercial	commercial	ADJ
biht-398	56	27	in	in	ADP
biht-398	56	28	nature	nature	NOUN
biht-398	56	29	.	.	PUNCT
biht-398	57	1	here	here	ADV
biht-398	57	2	,	,	PUNCT
biht-398	57	3	collaborative	collaborative	ADJ
biht-398	57	4	processes	process	NOUN
biht-398	57	5	and	and	CCONJ
biht-398	57	6	data	datum	NOUN
biht-398	57	7	sharing	sharing	NOUN
biht-398	57	8	introduce	introduce	VERB
biht-398	57	9	additional	additional	ADJ
biht-398	57	10	regulatory	regulatory	ADJ
biht-398	57	11	considerations	consideration	NOUN
biht-398	57	12	and	and	CCONJ
biht-398	57	13	data	datum	NOUN
biht-398	57	14	protection	protection	NOUN
biht-398	57	15	needs	need	NOUN
biht-398	57	16	,	,	PUNCT
biht-398	57	17	but	but	CCONJ
biht-398	57	18	with	with	ADP
biht-398	57	19	less	less	ADV
biht-398	57	20	regulatory	regulatory	ADJ
biht-398	57	21	overhead	overhead	NOUN
biht-398	57	22	than	than	ADP
biht-398	57	23	engaging	engage	VERB
biht-398	57	24	with	with	ADP
biht-398	57	25	healthcare	healthcare	NOUN
biht-398	57	26	professionals	professional	NOUN
biht-398	57	27	or	or	CCONJ
biht-398	57	28	patients	patient	NOUN
biht-398	57	29	.	.	PUNCT
biht-398	58	1	healthcare	healthcare	PROPN
biht-398	58	2	professional	professional	ADJ
biht-398	58	3	engagements	engagement	NOUN
biht-398	58	4	these	these	PRON
biht-398	58	5	cover	cover	VERB
biht-398	58	6	interactions	interaction	NOUN
biht-398	58	7	with	with	ADP
biht-398	58	8	healthcare	healthcare	NOUN
biht-398	58	9	professionals	professional	NOUN
biht-398	58	10	,	,	PUNCT
biht-398	58	11	introducing	introduce	VERB
biht-398	58	12	significant	significant	ADJ
biht-398	58	13	regulatory	regulatory	ADJ
biht-398	58	14	oversight	oversight	NOUN
biht-398	58	15	due	due	ADP
biht-398	58	16	to	to	ADP
biht-398	58	17	data	data	NOUN
biht-398	58	18	protection	protection	NOUN
biht-398	58	19	,	,	PUNCT
biht-398	58	20	transparency	transparency	NOUN
biht-398	58	21	laws	law	NOUN
biht-398	58	22	,	,	PUNCT
biht-398	58	23	ethics	ethic	NOUN
biht-398	58	24	,	,	PUNCT
biht-398	58	25	and	and	CCONJ
biht-398	58	26	the	the	DET
biht-398	58	27	impact	impact	NOUN
biht-398	58	28	to	to	PART
biht-398	58	29	patient	patient	ADJ
biht-398	58	30	care	care	NOUN
biht-398	58	31	.	.	PUNCT
biht-398	59	1	patient	patient	ADJ
biht-398	59	2	engagements	engagement	NOUN
biht-398	59	3	as	as	ADP
biht-398	59	4	the	the	DET
biht-398	59	5	last	last	ADJ
biht-398	59	6	operational	operational	ADJ
biht-398	59	7	domain	domain	NOUN
biht-398	59	8	,	,	PUNCT
biht-398	59	9	patient	patient	ADJ
biht-398	59	10	operational	operational	ADJ
biht-398	59	11	domains	domain	NOUN
biht-398	59	12	represent	represent	VERB
biht-398	59	13	direct	direct	ADJ
biht-398	59	14	patient	patient	ADJ
biht-398	59	15	interactions	interaction	NOUN
biht-398	59	16	and	and	CCONJ
biht-398	59	17	the	the	DET
biht-398	59	18	highest	high	ADJ
biht-398	59	19	level	level	NOUN
biht-398	59	20	of	of	ADP
biht-398	59	21	external	external	ADJ
biht-398	59	22	engagement	engagement	NOUN
biht-398	59	23	.	.	PUNCT
biht-398	60	1	patient	patient	NOUN
biht-398	60	2	-	-	PUNCT
biht-398	60	3	facing	face	VERB
biht-398	60	4	activities	activity	NOUN
biht-398	60	5	face	face	VERB
biht-398	60	6	the	the	DET
biht-398	60	7	most	most	ADV
biht-398	60	8	stringent	stringent	ADJ
biht-398	60	9	regulatory	regulatory	ADJ
biht-398	60	10	requirements	requirement	NOUN
biht-398	60	11	,	,	PUNCT
biht-398	60	12	data	datum	NOUN
biht-398	60	13	privacy	privacy	NOUN
biht-398	60	14	concerns	concern	NOUN
biht-398	60	15	,	,	PUNCT
biht-398	60	16	and	and	CCONJ
biht-398	60	17	ethical	ethical	ADJ
biht-398	60	18	considerations	consideration	NOUN
biht-398	60	19	given	give	VERB
biht-398	60	20	the	the	DET
biht-398	60	21	impact	impact	NOUN
biht-398	60	22	on	on	ADP
biht-398	60	23	patient	patient	ADJ
biht-398	60	24	care	care	NOUN
biht-398	60	25	and	and	CCONJ
biht-398	60	26	individual	individual	ADJ
biht-398	60	27	health	health	NOUN
biht-398	60	28	outcomes	outcome	NOUN
biht-398	60	29	.	.	PUNCT
biht-398	61	1	table	table	NOUN
biht-398	61	2	2	2	NUM
biht-398	61	3	illustrates	illustrate	VERB
biht-398	61	4	this	this	DET
biht-398	61	5	matrix	matrix	NOUN
biht-398	61	6	and	and	CCONJ
biht-398	61	7	provides	provide	VERB
biht-398	61	8	representative	representative	ADJ
biht-398	61	9	examples	example	NOUN
biht-398	61	10	of	of	ADP
biht-398	61	11	ai	ai	ADJ
biht-398	61	12	applications	application	NOUN
biht-398	61	13	at	at	ADP
biht-398	61	14	each	each	DET
biht-398	61	15	intersection	intersection	NOUN
biht-398	61	16	of	of	ADP
biht-398	61	17	lifecycle	lifecycle	NOUN
biht-398	61	18	phase	phase	NOUN
biht-398	61	19	and	and	CCONJ
biht-398	61	20	operational	operational	ADJ
biht-398	61	21	domain	domain	NOUN
biht-398	61	22	,	,	PUNCT
biht-398	61	23	showcasing	showcase	VERB
biht-398	61	24	potential	potential	ADJ
biht-398	61	25	use	use	NOUN
biht-398	61	26	cases	case	NOUN
biht-398	61	27	for	for	ADP
biht-398	61	28	ai	ai	PROPN
biht-398	61	29	technologies	technology	NOUN
biht-398	61	30	across	across	ADP
biht-398	61	31	common	common	ADJ
biht-398	61	32	biopharma	biopharma	NOUN
biht-398	61	33	business	business	NOUN
biht-398	61	34	areas	area	NOUN
biht-398	61	35	.	.	PUNCT
biht-398	62	1	key	key	ADJ
biht-398	62	2	findings	finding	NOUN
biht-398	62	3	in	in	ADP
biht-398	62	4	parallel	parallel	NOUN
biht-398	62	5	with	with	ADP
biht-398	62	6	our	our	PRON
biht-398	62	7	development	development	NOUN
biht-398	62	8	of	of	ADP
biht-398	62	9	this	this	DET
biht-398	62	10	framework	framework	NOUN
biht-398	62	11	,	,	PUNCT
biht-398	62	12	we	we	PRON
biht-398	62	13	identified	identify	VERB
biht-398	62	14	the	the	DET
biht-398	62	15	following	follow	VERB
biht-398	62	16	themes	theme	NOUN
biht-398	62	17	as	as	ADP
biht-398	62	18	applicable	applicable	ADJ
biht-398	62	19	to	to	ADP
biht-398	62	20	biopharmaceutical	biopharmaceutical	ADJ
biht-398	62	21	manufacturers	manufacturer	NOUN
biht-398	62	22	considering	consider	VERB
biht-398	62	23	ai	ai	VERB
biht-398	62	24	adoption	adoption	NOUN
biht-398	62	25	:	:	PUNCT
biht-398	62	26	pervasive	pervasive	ADJ
biht-398	62	27	impact	impact	NOUN
biht-398	62	28	ai	ai	VERB
biht-398	62	29	use	use	NOUN
biht-398	62	30	cases	case	NOUN
biht-398	62	31	span	span	VERB
biht-398	62	32	across	across	ADP
biht-398	62	33	all	all	DET
biht-398	62	34	phases	phase	NOUN
biht-398	62	35	of	of	ADP
biht-398	62	36	the	the	DET
biht-398	62	37	product	product	NOUN
biht-398	62	38	lifecycle	lifecycle	NOUN
biht-398	62	39	and	and	CCONJ
biht-398	62	40	all	all	DET
biht-398	62	41	addressed	address	VERB
biht-398	62	42	operational	operational	ADJ
biht-398	62	43	domains	domain	NOUN
biht-398	62	44	.	.	PUNCT
biht-398	63	1	the	the	DET
biht-398	63	2	breadth	breadth	NOUN
biht-398	63	3	of	of	ADP
biht-398	63	4	potential	potential	ADJ
biht-398	63	5	applications	application	NOUN
biht-398	63	6	suggests	suggest	VERB
biht-398	63	7	a	a	DET
biht-398	63	8	fundamental	fundamental	ADJ
biht-398	63	9	shift	shift	NOUN
biht-398	63	10	in	in	ADP
biht-398	63	11	how	how	SCONJ
biht-398	63	12	the	the	DET
biht-398	63	13	industry	industry	NOUN
biht-398	63	14	will	will	AUX
biht-398	63	15	operate	operate	VERB
biht-398	63	16	in	in	ADP
biht-398	63	17	the	the	DET
biht-398	63	18	future	future	NOUN
biht-398	63	19	.	.	PUNCT
biht-398	64	1	table	table	NOUN
biht-398	64	2	1	1	NUM
biht-398	64	3	.	.	PUNCT
biht-398	64	4	initial	initial	ADJ
biht-398	64	5	framework	framework	NOUN
biht-398	64	6	and	and	CCONJ
biht-398	64	7	use	use	NOUN
biht-398	64	8	cases	case	NOUN
biht-398	64	9	based	base	VERB
biht-398	64	10	on	on	ADP
biht-398	64	11	incorporation	incorporation	NOUN
biht-398	64	12	of	of	ADP
biht-398	64	13	additional	additional	ADJ
biht-398	64	14	feedback	feedback	NOUN
biht-398	64	15	from	from	ADP
biht-398	64	16	industry	industry	NOUN
biht-398	64	17	experts	expert	NOUN
biht-398	64	18	use	use	VERB
biht-398	64	19	case	case	NOUN
biht-398	64	20	framework	framework	NOUN
biht-398	64	21	step	step	NOUN
biht-398	64	22	1	1	NUM
biht-398	64	23	conceptualization	conceptualization	NOUN
biht-398	64	24	and	and	CCONJ
biht-398	64	25	axis	axis	NOUN
biht-398	64	26	development	development	NOUN
biht-398	64	27	step	step	NOUN
biht-398	64	28	2	2	NUM
biht-398	64	29	expert	expert	NOUN
biht-398	64	30	consultation	consultation	NOUN
biht-398	64	31	step	step	NOUN
biht-398	64	32	3	3	NUM
biht-398	64	33	framework	framework	NOUN
biht-398	64	34	refinement	refinement	NOUN
biht-398	64	35	step	step	NOUN
biht-398	64	36	4	4	NUM
biht-398	64	37	identify	identify	VERB
biht-398	64	38	business	business	NOUN
biht-398	64	39	activities	activity	NOUN
biht-398	64	40	and	and	CCONJ
biht-398	64	41	map	map	VERB
biht-398	64	42	ai	ai	VERB
biht-398	64	43	use	use	NOUN
biht-398	64	44	cases	case	NOUN
biht-398	64	45	to	to	ADP
biht-398	64	46	the	the	DET
biht-398	64	47	framework	framework	NOUN
biht-398	64	48	.	.	PUNCT
biht-398	65	1	step	step	NOUN
biht-398	65	2	5	5	NUM
biht-398	65	3	iterative	iterative	NOUN
biht-398	65	4	improvement	improvement	NOUN
biht-398	65	5	as	as	SCONJ
biht-398	65	6	the	the	DET
biht-398	65	7	field	field	NOUN
biht-398	65	8	advances	advance	VERB
biht-398	65	9	https://doi.org/10.30953/bhty.v5.xxx	https://doi.org/10.30953/bhty.v5.xxx	PROPN
biht-398	65	10	citation	citation	NOUN
biht-398	65	11	:	:	PUNCT
biht-398	65	12	blockchain	blockchain	NOUN
biht-398	65	13	in	in	ADP
biht-398	65	14	healthcare	healthcare	NOUN
biht-398	65	15	today	today	NOUN
biht-398	65	16	2025	2025	NUM
biht-398	65	17	,	,	PUNCT
biht-398	65	18	8	8	NUM
biht-398	65	19	:	:	SYM
biht-398	65	20	398	398	NUM
biht-398	65	21	https://doi.org/10.30953/bhty.v8.3984	https://doi.org/10.30953/bhty.v8.3984	NOUN
biht-398	65	22	(	(	PUNCT
biht-398	65	23	page	page	NOUN
biht-398	65	24	number	number	NOUN
biht-398	65	25	not	not	PART
biht-398	65	26	for	for	ADP
biht-398	65	27	citation	citation	NOUN
biht-398	65	28	purpose	purpose	NOUN
biht-398	65	29	)	)	PUNCT
biht-398	66	1	j.	j.	PROPN
biht-398	66	2	hinkel	hinkel	PROPN
biht-398	66	3	et	et	PROPN
biht-398	66	4	al	al	PROPN
biht-398	66	5	.	.	PROPN
biht-398	67	1	t	t	PROPN
biht-398	67	2	ab	ab	PROPN
biht-398	67	3	le	le	PROPN
biht-398	67	4	2	2	NUM
biht-398	67	5	.	.	PUNCT
biht-398	68	1	m	m	VERB
biht-398	68	2	at	at	ADP
biht-398	68	3	ri	ri	PROPN
biht-398	68	4	x	x	VERB
biht-398	68	5	fr	fr	PROPN
biht-398	68	6	am	be	AUX
biht-398	68	7	ew	ew	PRON
biht-398	68	8	or	or	CCONJ
biht-398	68	9	k	k	NOUN
biht-398	69	1	fo	fo	INTJ
biht-398	69	2	r	r	PROPN
biht-398	69	3	un	un	PROPN
biht-398	69	4	de	de	PROPN
biht-398	69	5	rs	rs	PROPN
biht-398	69	6	ta	ta	PROPN
biht-398	69	7	nd	nd	PROPN
biht-398	69	8	in	in	ADP
biht-398	69	9	g	g	PROPN
biht-398	70	1	a	a	PRON
biht-398	71	1	i	i	PRON
biht-398	71	2	us	we	PRON
biht-398	71	3	e	e	NOUN
biht-398	71	4	ca	can	AUX
biht-398	71	5	se	se	PROPN
biht-398	71	6	s	s	VERB
biht-398	71	7	an	an	DET
biht-398	71	8	d	d	X
biht-398	71	9	ap	ap	PROPN
biht-398	71	10	pl	pl	PROPN
biht-398	71	11	ic	ic	PROPN
biht-398	71	12	at	at	ADP
biht-398	71	13	io	io	X
biht-398	71	14	ns	ns	NUM
biht-398	71	15	in	in	ADP
biht-398	71	16	li	li	PROPN
biht-398	71	17	fe	fe	PROPN
biht-398	71	18	s	s	PROPN
biht-398	71	19	ci	ci	PROPN
biht-398	71	20	en	en	PROPN
biht-398	71	21	ce	ce	PROPN
biht-398	71	22	s	s	PROPN
biht-398	71	23	ph	ph	PROPN
biht-398	71	24	as	as	ADP
biht-398	71	25	e	e	NOUN
biht-398	71	26	of	of	ADP
biht-398	71	27	p	p	PROPN
biht-398	71	28	ro	ro	X
biht-398	71	29	du	du	PROPN
biht-398	71	30	ct	ct	PROPN
biht-398	71	31	li	li	PROPN
biht-398	71	32	fe	fe	X
biht-398	72	1	cy	cy	INTJ
biht-398	72	2	cl	cl	PROPN
biht-398	72	3	e	e	NOUN
biht-398	72	4	o	o	X
biht-398	72	5	pe	pe	INTJ
biht-398	72	6	ra	ra	PROPN
biht-398	72	7	tio	tio	INTJ
biht-398	72	8	na	na	NOUN
biht-398	72	9	l	l	NOUN
biht-398	73	1	d	d	X
biht-398	73	2	om	om	NOUN
biht-398	73	3	ai	ai	VERB
biht-398	73	4	n	n	ADV
biht-398	73	5	in	in	ADP
biht-398	73	6	cr	cr	X
biht-398	73	7	ea	ea	PROPN
biht-398	73	8	si	si	PROPN
biht-398	73	9	ng	ng	PROPN
biht-398	73	10	le	le	PROPN
biht-398	73	11	ve	ve	AUX
biht-398	73	12	ls	ls	INTJ
biht-398	73	13	o	o	X
biht-398	73	14	f	f	NOUN
biht-398	73	15	r	r	NOUN
biht-398	73	16	eg	eg	PROPN
biht-398	73	17	ul	ul	INTJ
biht-398	73	18	at	at	ADP
biht-398	73	19	io	io	PROPN
biht-398	73	20	n	n	PRON
biht-398	73	21	an	an	PROPN
biht-398	73	22	d	d	X
biht-398	73	23	ri	ri	NOUN
biht-398	73	24	sk	sk	PROPN
biht-398	73	25	w	w	PROPN
biht-398	73	26	ith	ith	PROPN
biht-398	73	27	m	m	PROPN
biht-398	73	28	or	or	CCONJ
biht-398	73	29	e	e	X
biht-398	73	30	ex	ex	X
biht-398	73	31	te	te	PROPN
biht-398	73	32	rn	rn	PROPN
biht-398	73	33	al	al	PROPN
biht-398	73	34	-fa	-fa	PROPN
biht-398	73	35	ci	ci	PROPN
biht-398	73	36	ng	ng	PROPN
biht-398	74	1	a	a	PRON
biht-398	74	2	ct	ct	PROPN
biht-398	74	3	iv	iv	NUM
biht-398	74	4	iti	iti	PROPN
biht-398	74	5	es	es	X
biht-398	74	6	t	t	PROPN
biht-398	74	7	ow	ow	INTJ
biht-398	74	8	ar	ar	PROPN
biht-398	74	9	ds	ds	PROPN
biht-398	74	10	t	t	NOUN
biht-398	74	11	he	he	PRON
biht-398	74	12	r	r	VERB
biht-398	74	13	ig	ig	PRON
biht-398	74	14	ht	ht	PROPN
biht-398	74	15	in	in	ADP
biht-398	74	16	te	te	PROPN
biht-398	74	17	rn	rn	PROPN
biht-398	74	18	al	al	PROPN
biht-398	75	1	o	o	PROPN
biht-398	76	1	pe	pe	INTJ
biht-398	76	2	ra	ra	PROPN
biht-398	76	3	tio	tio	PROPN
biht-398	76	4	ns	ns	NUM
biht-398	76	5	b2	b2	PROPN
biht-398	76	6	b	b	PROPN
biht-398	76	7	en	en	PROPN
biht-398	76	8	ga	ga	PROPN
biht-398	76	9	ge	ge	PROPN
biht-398	76	10	m	m	PROPN
biht-398	76	11	en	en	X
biht-398	76	12	ts	ts	ADP
biht-398	76	13	h	h	PROPN
biht-398	76	14	c	c	PROPN
biht-398	76	15	p	p	PROPN
biht-398	76	16	en	en	PROPN
biht-398	76	17	ga	ga	PROPN
biht-398	76	18	ge	ge	PROPN
biht-398	76	19	m	m	PROPN
biht-398	76	20	en	en	ADP
biht-398	76	21	ts	ts	ADP
biht-398	76	22	pa	pa	PROPN
biht-398	76	23	tie	tie	VERB
biht-398	76	24	nt	not	PART
biht-398	76	25	e	e	PROPN
biht-398	76	26	ng	ng	PROPN
biht-398	76	27	ag	ag	PROPN
biht-398	76	28	em	em	PRON
biht-398	76	29	en	en	ADV
biht-398	76	30	ts	ts	X
biht-398	76	31	ph	ph	PROPN
biht-398	76	32	as	as	ADP
biht-398	76	33	es	es	ADP
biht-398	76	34	o	o	NOUN
biht-398	76	35	f	f	PROPN
biht-398	77	1	d	d	X
biht-398	77	2	ru	ru	PROPN
biht-398	77	3	g	g	PROPN
biht-398	77	4	di	di	X
biht-398	77	5	sc	sc	PROPN
biht-398	77	6	ov	ov	INTJ
biht-398	77	7	er	er	INTJ
biht-398	77	8	y	y	PROPN
biht-398	77	9	,	,	PUNCT
biht-398	77	10	de	de	PROPN
biht-398	77	11	ve	ve	VERB
biht-398	77	12	lo	lo	PROPN
biht-398	77	13	pm	pm	NOUN
biht-398	77	14	en	en	PROPN
biht-398	77	15	t	t	PROPN
biht-398	77	16	,	,	PUNCT
biht-398	77	17	an	an	DET
biht-398	77	18	d	d	X
biht-398	77	19	la	la	PROPN
biht-398	77	20	un	un	PROPN
biht-398	77	21	ch	ch	PROPN
biht-398	77	22	d	d	PROPN
biht-398	77	23	is	be	AUX
biht-398	77	24	co	co	VERB
biht-398	77	25	ve	ve	AUX
biht-398	77	26	ry	ry	VERB
biht-398	77	27	a	a	DET
biht-398	77	28	nd	nd	ADV
biht-398	77	29	p	p	X
biht-398	77	30	re	re	ADP
biht-398	77	31	-c	-c	PROPN
biht-398	77	32	lin	lin	PROPN
biht-398	77	33	ic	ic	PROPN
biht-398	77	34	al	al	PROPN
biht-398	77	35	d	d	PROPN
biht-398	77	36	ev	ev	PROPN
biht-398	77	37	el	el	PROPN
biht-398	77	38	op	op	PROPN
biht-398	77	39	m	m	PROPN
biht-398	77	40	en	en	ADP
biht-398	77	41	t	t	PROPN
biht-398	77	42	al	al	PROPN
biht-398	78	1	-d	-d	PROPN
biht-398	78	2	riv	riv	NOUN
biht-398	78	3	en	en	X
biht-398	78	4	ta	ta	X
biht-398	78	5	rg	rg	INTJ
biht-398	78	6	et	et	PROPN
biht-398	78	7	i	i	PROPN
biht-398	78	8	d	d	PROPN
biht-398	78	9	en	en	INTJ
biht-398	78	10	tifi	tifi	NOUN
biht-398	78	11	ca	can	AUX
biht-398	78	12	tio	tio	VERB
biht-398	78	13	n	n	CCONJ
biht-398	78	14	an	an	DET
biht-398	78	15	d	d	X
biht-398	78	16	va	va	NOUN
biht-398	78	17	lid	lid	NOUN
biht-398	78	18	at	at	ADP
biht-398	78	19	io	io	PROPN
biht-398	78	20	n	n	PRON
biht-398	78	21	m	m	VERB
biht-398	78	22	ac	ac	ADV
biht-398	78	23	hi	hi	INTJ
biht-398	78	24	ne	ne	X
biht-398	78	25	le	le	PROPN
biht-398	78	26	ar	ar	PROPN
biht-398	78	27	ni	ni	PROPN
biht-398	78	28	ng	ng	PROPN
biht-398	79	1	fo	fo	ADP
biht-398	79	2	r	r	NOUN
biht-398	79	3	in	in	ADP
biht-398	79	4	s	s	NOUN
biht-398	79	5	ilic	ilic	NOUN
biht-398	79	6	o	o	PROPN
biht-398	79	7	dr	dr	PROPN
biht-398	80	1	ug	ug	PROPN
biht-398	80	2	d	d	PROPN
biht-398	80	3	es	es	VERB
biht-398	80	4	ig	ig	PROPN
biht-398	81	1	n	n	NOUN
biht-398	81	2	al	al	PROPN
biht-398	81	3	-p	-p	INTJ
biht-398	81	4	ow	ow	INTJ
biht-398	81	5	er	er	INTJ
biht-398	81	6	ed	ed	NOUN
biht-398	81	7	p	p	X
biht-398	81	8	re	re	ADP
biht-398	81	9	di	di	INTJ
biht-398	81	10	ct	ct	PROPN
biht-398	82	1	i	i	PRON
biht-398	82	2	ve	ve	VERB
biht-398	82	3	to	to	ADP
biht-398	82	4	xi	xi	PROPN
biht-398	82	5	co	co	PROPN
biht-398	82	6	lo	lo	PROPN
biht-398	82	7	gy	gy	PROPN
biht-398	82	8	m	m	PROPN
biht-398	82	9	od	od	PROPN
biht-398	82	10	el	el	PROPN
biht-398	82	11	s	s	PROPN
biht-398	82	12	fe	fe	X
biht-398	82	13	de	de	X
biht-398	82	14	ra	ra	PROPN
biht-398	82	15	te	te	PROPN
biht-398	82	16	d	d	PROPN
biht-398	82	17	le	le	PROPN
biht-398	82	18	ar	ar	PROPN
biht-398	82	19	ni	ni	PROPN
biht-398	82	20	ng	ng	PROPN
biht-398	82	21	p	p	PROPN
biht-398	82	22	la	la	PROPN
biht-398	82	23	tfo	tfo	PROPN
biht-398	82	24	rm	rm	PROPN
biht-398	82	25	s	s	PART
biht-398	83	1	fo	fo	INTJ
biht-398	83	2	r	r	NOUN
biht-398	83	3	co	co	NOUN
biht-398	83	4	lla	lla	PROPN
biht-398	83	5	bo	bo	PROPN
biht-398	83	6	ra	ra	PROPN
biht-398	84	1	tiv	tiv	PROPN
biht-398	84	2	e	e	PROPN
biht-398	84	3	re	re	X
biht-398	84	4	se	se	PROPN
biht-398	84	5	ar	ar	PROPN
biht-398	84	6	ch	ch	PROPN
biht-398	84	7	al	al	PROPN
biht-398	84	8	-o	-o	INTJ
biht-398	84	9	pt	pt	INTJ
biht-398	85	1	i	i	PRON
biht-398	85	2	m	m	VERB
biht-398	85	3	iz	iz	INTJ
biht-398	85	4	ed	ed	PROPN
biht-398	85	5	p	p	PROPN
biht-398	85	6	ar	ar	PROPN
biht-398	85	7	tn	tn	PROPN
biht-398	86	1	er	er	INTJ
biht-398	86	2	in	in	ADP
biht-398	86	3	g	g	PROPN
biht-398	86	4	se	se	X
biht-398	86	5	le	le	X
biht-398	86	6	ct	ct	PROPN
biht-398	86	7	io	io	PROPN
biht-398	87	1	n	n	ADV
biht-398	87	2	fo	fo	INTJ
biht-398	87	3	r	r	NOUN
biht-398	87	4	cr	cr	NOUN
biht-398	87	5	o	o	NOUN
biht-398	87	6	,	,	PUNCT
biht-398	87	7	in	in	ADP
biht-398	87	8	ve	ve	PROPN
biht-398	87	9	st	st	PROPN
biht-398	87	10	m	m	PROPN
biht-398	87	11	en	en	ADP
biht-398	87	12	t	t	PROPN
biht-398	87	13	,	,	PUNCT
biht-398	87	14	an	an	DET
biht-398	87	15	d	d	X
biht-398	87	16	bd	bd	PROPN
biht-398	87	17	al	al	PROPN
biht-398	87	18	-d	-d	PROPN
biht-398	87	19	riv	riv	NOUN
biht-398	87	20	en	en	X
biht-398	87	21	c	c	PROPN
biht-398	87	22	om	om	PROPN
biht-398	87	23	po	po	PROPN
biht-398	87	24	un	un	PROPN
biht-398	88	1	d	d	PROPN
biht-398	88	2	so	so	ADV
biht-398	88	3	ur	ur	INTJ
biht-398	88	4	cin	cin	PROPN
biht-398	88	5	g	g	PROPN
biht-398	88	6	an	an	DET
biht-398	88	7	d	d	X
biht-398	88	8	sy	sy	INTJ
biht-398	89	1	nt	not	PART
biht-398	89	2	he	he	PRON
biht-398	89	3	sis	sis	INTJ
biht-398	89	4	pr	pr	NOUN
biht-398	89	5	ed	ed	PROPN
biht-398	89	6	ict	ict	PROPN
biht-398	89	7	io	io	PROPN
biht-398	89	8	n	n	PROPN
biht-398	89	9	al	al	PROPN
biht-398	89	10	-c	-c	INTJ
biht-398	89	11	ur	ur	INTJ
biht-398	89	12	at	at	ADP
biht-398	89	13	ed	ed	NOUN
biht-398	89	14	r	r	NOUN
biht-398	89	15	es	es	PRON
biht-398	89	16	ea	ea	PROPN
biht-398	89	17	rc	rc	PROPN
biht-398	89	18	h	h	PROPN
biht-398	89	19	in	in	ADP
biht-398	89	20	sig	sig	PRON
biht-398	90	1	ht	ht	X
biht-398	90	2	s	s	VERB
biht-398	91	1	fo	fo	INTJ
biht-398	91	2	r	r	NOUN
biht-398	91	3	ko	ko	NOUN
biht-398	91	4	l	l	PROPN
biht-398	91	5	en	en	PROPN
biht-398	91	6	ga	ga	PROPN
biht-398	91	7	ge	ge	PROPN
biht-398	91	8	m	m	PROPN
biht-398	91	9	en	en	PROPN
biht-398	91	10	t	t	PROPN
biht-398	91	11	n	n	CCONJ
biht-398	91	12	at	at	ADP
biht-398	91	13	ur	ur	INTJ
biht-398	91	14	al	al	PROPN
biht-398	91	15	la	la	PROPN
biht-398	91	16	ng	ng	PROPN
biht-398	91	17	ua	ua	PROPN
biht-398	91	18	ge	ge	PROPN
biht-398	91	19	p	p	PROPN
biht-398	91	20	ro	ro	PROPN
biht-398	91	21	ce	ce	PROPN
biht-398	91	22	ss	ss	PROPN
biht-398	91	23	in	in	ADP
biht-398	91	24	g	g	PROPN
biht-398	91	25	fo	fo	ADP
biht-398	91	26	r	r	NOUN
biht-398	91	27	cl	cl	NOUN
biht-398	91	28	in	in	ADP
biht-398	91	29	ica	ica	PROPN
biht-398	91	30	l	l	NOUN
biht-398	91	31	ex	ex	X
biht-398	92	1	pe	pe	INTJ
biht-398	92	2	rt	rt	PROPN
biht-398	92	3	ise	ise	PROPN
biht-398	93	1	m	m	PROPN
biht-398	93	2	ap	ap	PROPN
biht-398	94	1	pi	pi	PROPN
biht-398	94	2	ng	ng	PROPN
biht-398	94	3	al	al	PROPN
biht-398	95	1	-p	-p	PUNCT
biht-398	95	2	ow	ow	INTJ
biht-398	95	3	er	er	INTJ
biht-398	95	4	ed	ed	NOUN
biht-398	95	5	s	s	PROPN
biht-398	95	6	cie	cie	PROPN
biht-398	95	7	nt	nt	PROPN
biht-398	95	8	ifi	ifi	PROPN
biht-398	95	9	c	c	PROPN
biht-398	95	10	co	co	PROPN
biht-398	95	11	nf	nf	INTJ
biht-398	95	12	er	er	INTJ
biht-398	95	13	en	en	X
biht-398	95	14	ce	ce	PROPN
biht-398	95	15	a	a	PROPN
biht-398	95	16	nd	nd	INTJ
biht-398	95	17	k	k	NOUN
biht-398	95	18	o	o	NOUN
biht-398	96	1	l	l	X
biht-398	96	2	m	m	VERB
biht-398	96	3	at	at	ADP
biht-398	96	4	ch	ch	PROPN
biht-398	96	5	m	m	PROPN
biht-398	96	6	ak	ak	PROPN
biht-398	96	7	in	in	ADP
biht-398	96	8	g	g	PROPN
biht-398	96	9	al	al	PROPN
biht-398	96	10	a	a	DET
biht-398	96	11	na	na	PROPN
biht-398	96	12	lys	lys	NOUN
biht-398	96	13	is	be	AUX
biht-398	96	14	of	of	ADP
biht-398	96	15	p	p	NOUN
biht-398	96	16	at	at	ADP
biht-398	96	17	ie	ie	X
biht-398	96	18	nt	not	PART
biht-398	96	19	-g	-g	X
biht-398	96	20	en	en	INTJ
biht-398	96	21	er	er	INTJ
biht-398	96	22	at	at	ADP
biht-398	96	23	ed	ed	PROPN
biht-398	96	24	h	h	PROPN
biht-398	96	25	ea	ea	NOUN
biht-398	97	1	lth	lth	PROPN
biht-398	97	2	d	d	PROPN
biht-398	97	3	at	at	ADP
biht-398	97	4	a	a	DET
biht-398	97	5	fo	fo	NOUN
biht-398	98	1	r	r	NOUN
biht-398	98	2	bi	bi	NOUN
biht-398	98	3	om	om	PROPN
biht-398	98	4	ar	ar	PROPN
biht-398	98	5	ke	ke	PROPN
biht-398	98	6	r	r	PROPN
biht-398	98	7	di	di	X
biht-398	98	8	sc	sc	PROPN
biht-398	99	1	ov	ov	INTJ
biht-398	99	2	er	er	INTJ
biht-398	99	3	y	y	PROPN
biht-398	99	4	m	m	VERB
biht-398	99	5	ac	ac	PROPN
biht-398	99	6	hi	hi	INTJ
biht-398	99	7	ne	ne	X
biht-398	99	8	le	le	PROPN
biht-398	99	9	ar	ar	PROPN
biht-398	99	10	ni	ni	PROPN
biht-398	99	11	ng	ng	PROPN
biht-398	99	12	m	m	PROPN
biht-398	99	13	od	od	PROPN
biht-398	99	14	el	el	PROPN
biht-398	99	15	s	s	PART
biht-398	100	1	fo	fo	INTJ
biht-398	100	2	r	r	NOUN
biht-398	100	3	pa	pa	NOUN
biht-398	100	4	tie	tie	VERB
biht-398	100	5	nt	not	PART
biht-398	100	6	s	s	PART
biht-398	100	7	tra	tra	ADJ
biht-398	100	8	tifi	tifi	NOUN
biht-398	100	9	ca	can	AUX
biht-398	100	10	tio	tio	VERB
biht-398	100	11	n	n	PROPN
biht-398	100	12	in	in	ADP
biht-398	100	13	ra	ra	PROPN
biht-398	100	14	re	re	ADP
biht-398	100	15	d	d	X
biht-398	100	16	ise	ise	NOUN
biht-398	100	17	as	as	ADP
biht-398	100	18	es	es	X
biht-398	100	19	al	al	PROPN
biht-398	100	20	-d	-d	PRON
biht-398	100	21	riv	riv	NOUN
biht-398	100	22	en	en	X
biht-398	100	23	p	p	NOUN
biht-398	100	24	at	at	ADP
biht-398	100	25	ie	ie	PROPN
biht-398	100	26	nt	not	PART
biht-398	100	27	a	a	DET
biht-398	100	28	dv	dv	PROPN
biht-398	100	29	oc	oc	PROPN
biht-398	100	30	ac	ac	PROPN
biht-398	100	31	y	y	PROPN
biht-398	100	32	ne	ne	PROPN
biht-398	100	33	tw	tw	PROPN
biht-398	100	34	or	or	CCONJ
biht-398	100	35	k	k	PROPN
biht-398	100	36	an	an	DET
biht-398	100	37	al	al	PROPN
biht-398	100	38	ys	ys	PROPN
biht-398	100	39	is	be	AUX
biht-398	101	1	c	c	PROPN
biht-398	101	2	lin	lin	PROPN
biht-398	101	3	ic	ic	PROPN
biht-398	101	4	al	al	PROPN
biht-398	101	5	d	d	PROPN
biht-398	101	6	ev	ev	PROPN
biht-398	101	7	el	el	PROPN
biht-398	101	8	op	op	PROPN
biht-398	101	9	m	m	PROPN
biht-398	101	10	en	en	ADP
biht-398	101	11	t	t	PROPN
biht-398	101	12	an	an	DET
biht-398	101	13	d	d	NOUN
biht-398	101	14	r	r	NOUN
biht-398	101	15	eg	eg	PROPN
biht-398	101	16	ul	ul	INTJ
biht-398	101	17	ato	ato	PROPN
biht-398	101	18	ry	ry	PROPN
biht-398	101	19	s	s	PROPN
biht-398	101	20	ub	ub	INTJ
biht-398	101	21	m	m	PROPN
biht-398	101	22	is	be	AUX
biht-398	101	23	si	si	PROPN
biht-398	101	24	on	on	ADP
biht-398	101	25	al	al	PROPN
biht-398	102	1	fo	fo	ADP
biht-398	102	2	r	r	NOUN
biht-398	102	3	ad	ad	NOUN
biht-398	102	4	ap	ap	NOUN
biht-398	102	5	tiv	tiv	PROPN
biht-398	102	6	e	e	PROPN
biht-398	102	7	tr	tr	PROPN
biht-398	102	8	ia	ia	PROPN
biht-398	102	9	l	l	NOUN
biht-398	102	10	d	d	PROPN
biht-398	102	11	es	es	VERB
biht-398	102	12	ig	ig	PROPN
biht-398	102	13	n	n	PRON
biht-398	102	14	an	an	PRON
biht-398	102	15	d	d	X
biht-398	102	16	pr	pr	NOUN
biht-398	102	17	ot	ot	INTJ
biht-398	102	18	oc	oc	VERB
biht-398	102	19	ol	ol	PROPN
biht-398	102	20	op	op	NOUN
biht-398	102	21	tim	tim	PROPN
biht-398	102	22	iz	iz	INTJ
biht-398	102	23	at	at	ADP
biht-398	102	24	io	io	PROPN
biht-398	102	25	n	n	PRON
biht-398	102	26	m	m	VERB
biht-398	102	27	ac	ac	ADV
biht-398	102	28	hi	hi	INTJ
biht-398	102	29	ne	ne	X
biht-398	102	30	le	le	PROPN
biht-398	102	31	ar	ar	PROPN
biht-398	102	32	ni	ni	PROPN
biht-398	102	33	ng	ng	PROPN
biht-398	103	1	fo	fo	INTJ
biht-398	103	2	r	r	NOUN
biht-398	103	3	pa	pa	NOUN
biht-398	103	4	tie	tie	VERB
biht-398	103	5	nt	not	PART
biht-398	103	6	r	r	NOUN
biht-398	103	7	ec	ec	PROPN
biht-398	103	8	ru	ru	PROPN
biht-398	103	9	itm	itm	PROPN
biht-398	103	10	en	en	PROPN
biht-398	103	11	t	t	PROPN
biht-398	103	12	fo	fo	INTJ
biht-398	103	13	re	re	PROPN
biht-398	103	14	ca	can	AUX
biht-398	103	15	st	st	VERB
biht-398	103	16	in	in	ADP
biht-398	103	17	g	g	PROPN
biht-398	103	18	n	n	CCONJ
biht-398	103	19	lp	lp	NOUN
biht-398	104	1	-p	-p	INTJ
biht-398	104	2	ow	ow	INTJ
biht-398	104	3	er	er	INTJ
biht-398	104	4	ed	ed	NOUN
biht-398	104	5	a	a	DET
biht-398	104	6	ut	ut	PROPN
biht-398	104	7	om	om	NOUN
biht-398	104	8	at	at	ADP
biht-398	104	9	ed	ed	PROPN
biht-398	104	10	r	r	NOUN
biht-398	104	11	eg	eg	NOUN
biht-398	104	12	ul	ul	INTJ
biht-398	104	13	at	at	ADP
biht-398	104	14	or	or	CCONJ
biht-398	104	15	y	y	PROPN
biht-398	104	16	su	su	PROPN
biht-398	104	17	bm	bm	PROPN
biht-398	104	18	iss	iss	PROPN
biht-398	104	19	io	io	PROPN
biht-398	104	20	n	n	ADV
biht-398	104	21	pr	pr	VERB
biht-398	104	22	ep	ep	PROPN
biht-398	104	23	ar	ar	PROPN
biht-398	104	24	at	at	ADP
biht-398	104	25	io	io	PROPN
biht-398	104	26	n	n	PROPN
biht-398	104	27	al	al	PROPN
biht-398	104	28	-d	-d	PROPN
biht-398	104	29	riv	riv	NOUN
biht-398	104	30	en	en	X
biht-398	104	31	s	s	PROPN
biht-398	104	32	ite	ite	PROPN
biht-398	104	33	s	s	PROPN
biht-398	104	34	el	el	PROPN
biht-398	104	35	ec	ec	PROPN
biht-398	104	36	tio	tio	PROPN
biht-398	104	37	n	n	PRON
biht-398	104	38	an	an	PRON
biht-398	104	39	d	d	X
biht-398	104	40	pe	pe	PROPN
biht-398	104	41	rfo	rfo	PROPN
biht-398	104	42	rm	rm	PROPN
biht-398	104	43	an	an	PROPN
biht-398	104	44	ce	ce	PROPN
biht-398	104	45	pr	pr	PROPN
biht-398	104	46	ed	ed	PROPN
biht-398	104	47	ict	ict	PROPN
biht-398	104	48	io	io	PROPN
biht-398	104	49	n	n	PROPN
biht-398	104	50	m	m	VERB
biht-398	104	51	ac	ac	ADV
biht-398	104	52	hi	hi	INTJ
biht-398	104	53	ne	ne	X
biht-398	104	54	le	le	PROPN
biht-398	104	55	ar	ar	PROPN
biht-398	104	56	ni	ni	PROPN
biht-398	104	57	ng	ng	PROPN
biht-398	105	1	fo	fo	INTJ
biht-398	105	2	r	r	NOUN
biht-398	105	3	cr	cr	NOUN
biht-398	106	1	o	o	NOUN
biht-398	107	1	p	p	X
biht-398	108	1	er	er	INTJ
biht-398	108	2	fo	fo	INTJ
biht-398	108	3	rm	rm	PROPN
biht-398	108	4	an	an	DET
biht-398	108	5	ce	ce	PROPN
biht-398	108	6	op	op	NOUN
biht-398	108	7	tim	tim	PROPN
biht-398	109	1	iz	iz	INTJ
biht-398	109	2	at	at	ADP
biht-398	109	3	io	io	PROPN
biht-398	109	4	n	n	PROPN
biht-398	109	5	al	al	PROPN
biht-398	109	6	fo	fo	ADP
biht-398	109	7	r	r	NOUN
biht-398	109	8	op	op	NOUN
biht-398	109	9	tim	tim	PROPN
biht-398	110	1	iz	iz	ADP
biht-398	110	2	in	in	ADP
biht-398	110	3	g	g	PROPN
biht-398	110	4	m	m	PROPN
biht-398	110	5	ul	ul	INTJ
biht-398	110	6	tire	tire	NOUN
biht-398	110	7	gi	gi	NOUN
biht-398	110	8	on	on	ADP
biht-398	110	9	al	al	PROPN
biht-398	110	10	c	c	PROPN
biht-398	111	1	lin	lin	PROPN
biht-398	111	2	ica	ica	PROPN
biht-398	111	3	l	l	PROPN
biht-398	111	4	t	t	PROPN
biht-398	111	5	ria	ria	PROPN
biht-398	111	6	l	l	PROPN
biht-398	111	7	de	de	X
biht-398	111	8	sig	sig	INTJ
biht-398	112	1	ns	ns	INTJ
biht-398	112	2	al	al	PROPN
biht-398	112	3	-p	-p	INTJ
biht-398	112	4	ow	ow	INTJ
biht-398	112	5	er	er	INTJ
biht-398	112	6	ed	ed	NOUN
biht-398	112	7	in	in	ADP
biht-398	112	8	ve	ve	PROPN
biht-398	112	9	st	st	PROPN
biht-398	112	10	ig	ig	PROPN
biht-398	112	11	at	at	ADP
biht-398	112	12	or	or	CCONJ
biht-398	112	13	r	r	PROPN
biht-398	112	14	el	el	PROPN
biht-398	112	15	at	at	ADP
biht-398	112	16	io	io	PROPN
biht-398	112	17	ns	ns	INTJ
biht-398	112	18	hi	hi	INTJ
biht-398	112	19	p	p	PROPN
biht-398	112	20	m	m	VERB
biht-398	112	21	an	an	DET
biht-398	112	22	ag	ag	PROPN
biht-398	112	23	em	em	PRON
biht-398	112	24	en	en	PROPN
biht-398	112	25	t	t	PROPN
biht-398	112	26	vi	vi	PROPN
biht-398	113	1	rt	rt	PROPN
biht-398	113	2	ua	ua	PROPN
biht-398	113	3	l	l	PROPN
biht-398	113	4	a	a	PROPN
biht-398	113	5	ss	ss	PROPN
biht-398	113	6	ist	ist	NOUN
biht-398	113	7	an	an	DET
biht-398	113	8	ts	ts	NOUN
biht-398	113	9	fo	fo	INTJ
biht-398	113	10	r	r	NOUN
biht-398	113	11	pr	pr	NOUN
biht-398	113	12	ot	ot	INTJ
biht-398	113	13	oc	oc	VERB
biht-398	113	14	ol	ol	PROPN
biht-398	113	15	c	c	PROPN
biht-398	113	16	la	la	PROPN
biht-398	113	17	rifi	rifi	NOUN
biht-398	113	18	ca	can	AUX
biht-398	113	19	tio	tio	VERB
biht-398	113	20	n	n	CCONJ
biht-398	114	1	an	an	PRON
biht-398	114	2	d	d	X
biht-398	115	1	su	su	PROPN
biht-398	116	1	pp	pp	ADV
biht-398	116	2	or	or	CCONJ
biht-398	116	3	t	t	PROPN
biht-398	116	4	m	m	VERB
biht-398	116	5	ac	ac	PROPN
biht-398	116	6	hi	hi	INTJ
biht-398	116	7	ne	ne	X
biht-398	116	8	le	le	PROPN
biht-398	116	9	ar	ar	PROPN
biht-398	116	10	ni	ni	PROPN
biht-398	116	11	ng	ng	PROPN
biht-398	117	1	fo	fo	ADP
biht-398	117	2	r	r	NOUN
biht-398	117	3	in	in	ADP
biht-398	117	4	ve	ve	PROPN
biht-398	117	5	st	st	PROPN
biht-398	117	6	ig	ig	PROPN
biht-398	117	7	at	at	ADP
biht-398	117	8	or	or	CCONJ
biht-398	117	9	s	s	VERB
biht-398	117	10	ite	ite	PROPN
biht-398	117	11	fe	fe	PROPN
biht-398	117	12	as	as	ADP
biht-398	117	13	ib	ib	PROPN
biht-398	117	14	ilit	ilit	VERB
biht-398	117	15	y	y	PROPN
biht-398	117	16	as	as	ADP
biht-398	117	17	se	se	PROPN
biht-398	117	18	ss	ss	PROPN
biht-398	117	19	m	m	VERB
biht-398	117	20	en	en	PROPN
biht-398	117	21	t	t	PROPN
biht-398	117	22	al	al	PROPN
biht-398	117	23	c	c	PROPN
biht-398	118	1	ha	ha	INTJ
biht-398	118	2	tb	tb	X
biht-398	118	3	ot	ot	NOUN
biht-398	118	4	s	s	NOUN
biht-398	119	1	fo	fo	INTJ
biht-398	119	2	r	r	NOUN
biht-398	119	3	pa	pa	NOUN
biht-398	119	4	tie	tie	VERB
biht-398	119	5	nt	not	PART
biht-398	119	6	s	s	PART
biht-398	119	7	cr	cr	PROPN
biht-398	119	8	ee	ee	PROPN
biht-398	119	9	ni	ni	PROPN
biht-398	119	10	ng	ng	PROPN
biht-398	119	11	a	a	PRON
biht-398	119	12	nd	nd	PROPN
biht-398	119	13	en	en	PROPN
biht-398	119	14	ro	ro	X
biht-398	119	15	llm	llm	PROPN
biht-398	119	16	en	en	PROPN
biht-398	119	17	t	t	PROPN
biht-398	119	18	m	m	VERB
biht-398	119	19	ac	ac	PROPN
biht-398	119	20	hi	hi	INTJ
biht-398	119	21	ne	ne	X
biht-398	119	22	le	le	PROPN
biht-398	119	23	ar	ar	PROPN
biht-398	119	24	ni	ni	PROPN
biht-398	119	25	ng	ng	PROPN
biht-398	120	1	fo	fo	INTJ
biht-398	120	2	r	r	NOUN
biht-398	120	3	pe	pe	VERB
biht-398	120	4	rs	rs	NOUN
biht-398	120	5	on	on	ADP
biht-398	120	6	al	al	PROPN
biht-398	120	7	iz	iz	INTJ
biht-398	120	8	ed	ed	PROPN
biht-398	120	9	p	p	NOUN
biht-398	120	10	at	at	ADP
biht-398	120	11	ie	ie	ADV
biht-398	120	12	nt	not	PART
biht-398	120	13	re	re	VERB
biht-398	120	14	te	te	PROPN
biht-398	120	15	nt	not	PART
biht-398	120	16	io	io	PROPN
biht-398	120	17	n	n	PROPN
biht-398	120	18	st	st	PROPN
biht-398	120	19	ra	ra	PROPN
biht-398	120	20	te	te	INTJ
biht-398	120	21	gi	gi	NOUN
biht-398	120	22	es	es	X
biht-398	120	23	al	al	PROPN
biht-398	121	1	fo	fo	INTJ
biht-398	121	2	r	r	NOUN
biht-398	121	3	re	re	VERB
biht-398	121	4	al	al	PROPN
biht-398	121	5	-ti	-ti	PROPN
biht-398	121	6	m	m	PROPN
biht-398	121	7	e	e	NOUN
biht-398	121	8	pa	pa	NOUN
biht-398	121	9	tie	tie	VERB
biht-398	121	10	nt	not	PART
biht-398	121	11	m	m	VERB
biht-398	121	12	on	on	ADP
biht-398	121	13	ito	ito	PROPN
biht-398	121	14	rin	rin	PROPN
biht-398	121	15	g	g	PROPN
biht-398	121	16	an	an	PROPN
biht-398	121	17	d	d	X
biht-398	121	18	ad	ad	NOUN
biht-398	121	19	ve	ve	NOUN
biht-398	121	20	rs	rs	NOUN
biht-398	121	21	e	e	PROPN
biht-398	121	22	ev	ev	X
biht-398	121	23	en	en	ADP
biht-398	121	24	t	t	PROPN
biht-398	121	25	p	p	X
biht-398	121	26	re	re	ADP
biht-398	121	27	di	di	X
biht-398	121	28	ct	ct	PROPN
biht-398	121	29	io	io	PROPN
biht-398	121	30	n	n	PROPN
biht-398	121	31	in	in	ADP
biht-398	121	32	tr	tr	NOUN
biht-398	121	33	ia	ia	PROPN
biht-398	121	34	ls	ls	PROPN
biht-398	121	35	c	c	PROPN
biht-398	121	36	om	om	PROPN
biht-398	121	37	m	m	PROPN
biht-398	121	38	er	er	INTJ
biht-398	121	39	ci	ci	PROPN
biht-398	121	40	al	al	PROPN
biht-398	121	41	la	la	PROPN
biht-398	121	42	un	un	PROPN
biht-398	121	43	ch	ch	PROPN
biht-398	121	44	a	a	DET
biht-398	121	45	nd	nd	PROPN
biht-398	121	46	m	m	PROPN
biht-398	121	47	ar	ar	PROPN
biht-398	121	48	ke	ke	PROPN
biht-398	121	49	t	t	PROPN
biht-398	121	50	a	a	PRON
biht-398	121	51	cc	cc	ADP
biht-398	121	52	es	es	X
biht-398	121	53	s	s	NOUN
biht-398	121	54	al	al	INTJ
biht-398	121	55	fo	fo	INTJ
biht-398	121	56	r	r	NOUN
biht-398	121	57	dy	dy	NOUN
biht-398	121	58	na	na	ADP
biht-398	121	59	m	m	NOUN
biht-398	122	1	ic	ic	INTJ
biht-398	122	2	pr	pr	PROPN
biht-398	122	3	ici	ici	PROPN
biht-398	122	4	ng	ng	PROPN
biht-398	122	5	m	m	PROPN
biht-398	122	6	od	od	PROPN
biht-398	122	7	el	el	PROPN
biht-398	122	8	s	s	PROPN
biht-398	122	9	an	an	DET
biht-398	122	10	d	d	PROPN
biht-398	122	11	m	m	PROPN
biht-398	122	12	ar	ar	PROPN
biht-398	122	13	ke	ke	PROPN
biht-398	122	14	t	t	PROPN
biht-398	122	15	ac	ac	PROPN
biht-398	123	1	ce	ce	PROPN
biht-398	123	2	ss	ss	PROPN
biht-398	123	3	s	s	PROPN
biht-398	123	4	tra	tra	PROPN
biht-398	123	5	te	te	INTJ
biht-398	123	6	gi	gi	NOUN
biht-398	123	7	es	es	NOUN
biht-398	123	8	m	m	PROPN
biht-398	123	9	ac	ac	PROPN
biht-398	123	10	hi	hi	INTJ
biht-398	123	11	ne	ne	X
biht-398	123	12	le	le	PROPN
biht-398	123	13	ar	ar	PROPN
biht-398	123	14	ni	ni	PROPN
biht-398	123	15	ng	ng	PROPN
biht-398	124	1	fo	fo	INTJ
biht-398	124	2	r	r	PROPN
biht-398	124	3	sa	sa	NOUN
biht-398	124	4	le	le	PROPN
biht-398	124	5	s	s	PROPN
biht-398	124	6	fo	fo	INTJ
biht-398	124	7	rc	rc	PROPN
biht-398	124	8	e	e	PROPN
biht-398	124	9	ef	ef	X
biht-398	124	10	fe	fe	X
biht-398	125	1	ct	ct	INTJ
biht-398	125	2	i	i	PRON
biht-398	125	3	ve	ve	VERB
biht-398	125	4	ne	ne	NOUN
biht-398	125	5	ss	ss	NOUN
biht-398	125	6	o	o	NOUN
biht-398	125	7	pt	pt	INTJ
biht-398	126	1	i	i	PRON
biht-398	126	2	m	m	VERB
biht-398	126	3	iz	iz	ADP
biht-398	126	4	at	at	ADP
biht-398	126	5	io	io	PROPN
biht-398	126	6	n	n	CCONJ
biht-398	126	7	n	n	ADV
biht-398	127	1	lp	lp	NOUN
biht-398	128	1	fo	fo	INTJ
biht-398	128	2	r	r	NOUN
biht-398	128	3	co	co	NOUN
biht-398	128	4	m	m	VERB
biht-398	128	5	pe	pe	INTJ
biht-398	128	6	tit	tit	NOUN
biht-398	128	7	i	i	PRON
biht-398	128	8	ve	ve	AUX
biht-398	128	9	in	in	ADP
biht-398	128	10	te	te	ADP
biht-398	128	11	llig	llig	PROPN
biht-398	128	12	en	en	PROPN
biht-398	128	13	ce	ce	PROPN
biht-398	128	14	a	a	DET
biht-398	128	15	nd	nd	PROPN
biht-398	128	16	m	m	PROPN
biht-398	128	17	ar	ar	PROPN
biht-398	128	18	ke	ke	PROPN
biht-398	128	19	t	t	PROPN
biht-398	128	20	s	s	PROPN
biht-398	128	21	en	en	ADP
biht-398	128	22	tim	tim	PROPN
biht-398	128	23	en	en	PROPN
biht-398	128	24	t	t	PROPN
biht-398	128	25	a	a	DET
biht-398	128	26	na	na	PROPN
biht-398	128	27	lys	lys	NOUN
biht-398	128	28	is	be	AUX
biht-398	128	29	al	al	PROPN
biht-398	128	30	-d	-d	PROPN
biht-398	128	31	riv	riv	NOUN
biht-398	129	1	en	en	X
biht-398	129	2	p	p	X
biht-398	129	3	ay	ay	PROPN
biht-398	129	4	er	er	INTJ
biht-398	129	5	n	n	CCONJ
biht-398	129	6	eg	eg	PROPN
biht-398	129	7	ot	ot	INTJ
biht-398	129	8	ia	ia	PROPN
biht-398	129	9	tio	tio	PROPN
biht-398	129	10	n	n	PRON
biht-398	129	11	sim	sim	ADJ
biht-398	129	12	ul	ul	INTJ
biht-398	129	13	at	at	ADP
biht-398	129	14	or	or	CCONJ
biht-398	129	15	s	s	NOUN
biht-398	129	16	m	m	NOUN
biht-398	129	17	ac	ac	NOUN
biht-398	129	18	hi	hi	INTJ
biht-398	129	19	ne	ne	X
biht-398	129	20	le	le	PROPN
biht-398	129	21	ar	ar	PROPN
biht-398	129	22	ni	ni	PROPN
biht-398	129	23	ng	ng	PROPN
biht-398	130	1	fo	fo	INTJ
biht-398	130	2	r	r	PROPN
biht-398	130	3	di	di	PROPN
biht-398	130	4	st	st	PROPN
biht-398	130	5	rib	rib	PROPN
biht-398	130	6	ut	ut	PROPN
biht-398	130	7	io	io	PROPN
biht-398	130	8	n	n	PROPN
biht-398	130	9	ch	ch	VERB
biht-398	130	10	an	an	DET
biht-398	130	11	ne	ne	PROPN
biht-398	130	12	l	l	NOUN
biht-398	130	13	op	op	NOUN
biht-398	130	14	tim	tim	PROPN
biht-398	131	1	iz	iz	INTJ
biht-398	131	2	at	at	ADP
biht-398	131	3	io	io	PROPN
biht-398	131	4	n	n	PROPN
biht-398	131	5	al	al	PROPN
biht-398	131	6	fo	fo	INTJ
biht-398	131	7	r	r	NOUN
biht-398	131	8	au	au	NOUN
biht-398	131	9	to	to	ADP
biht-398	131	10	m	m	PRON
biht-398	131	11	at	at	ADP
biht-398	131	12	in	in	ADP
biht-398	131	13	g	g	PROPN
biht-398	131	14	an	an	PRON
biht-398	131	15	d	d	NOUN
biht-398	131	16	op	op	NOUN
biht-398	132	1	tim	tim	PROPN
biht-398	133	1	iz	iz	ADP
biht-398	133	2	in	in	ADP
biht-398	133	3	g	g	PROPN
biht-398	134	1	rf	rf	ADP
biht-398	134	2	i	i	PRON
biht-398	134	3	a	a	PRON
biht-398	134	4	nd	nd	INTJ
biht-398	134	5	te	te	PROPN
biht-398	134	6	nd	nd	ADV
biht-398	134	7	er	er	INTJ
biht-398	134	8	p	p	X
biht-398	134	9	ro	ro	X
biht-398	134	10	ce	ce	PROPN
biht-398	134	11	ss	ss	PROPN
biht-398	134	12	es	es	PROPN
biht-398	134	13	al	al	PROPN
biht-398	135	1	-p	-p	INTJ
biht-398	135	2	ow	ow	INTJ
biht-398	135	3	er	er	INTJ
biht-398	135	4	ed	ed	NOUN
biht-398	135	5	p	p	NOUN
biht-398	136	1	er	er	INTJ
biht-398	136	2	so	so	ADV
biht-398	136	3	na	na	INTJ
biht-398	136	4	liz	liz	PROPN
biht-398	137	1	ed	ed	NOUN
biht-398	137	2	h	h	NOUN
biht-398	137	3	cp	cp	INTJ
biht-398	137	4	e	e	PROPN
biht-398	137	5	ng	ng	PROPN
biht-398	137	6	ag	ag	PROPN
biht-398	137	7	em	em	PRON
biht-398	137	8	en	en	PROPN
biht-398	137	9	t	t	X
biht-398	137	10	pl	pl	X
biht-398	137	11	at	at	ADP
biht-398	137	12	fo	fo	ADP
biht-398	137	13	rm	rm	PROPN
biht-398	137	14	s	s	PART
biht-398	137	15	n	n	ADV
biht-398	137	16	lp	lp	NOUN
biht-398	138	1	fo	fo	INTJ
biht-398	138	2	r	r	NOUN
biht-398	138	3	re	re	VERB
biht-398	138	4	al	al	PROPN
biht-398	138	5	-ti	-ti	PROPN
biht-398	138	6	m	m	PROPN
biht-398	138	7	e	e	NOUN
biht-398	138	8	h	h	NOUN
biht-398	139	1	cp	cp	INTJ
biht-398	139	2	s	s	PROPN
biht-398	139	3	en	en	PROPN
biht-398	139	4	tim	tim	PROPN
biht-398	139	5	en	en	PROPN
biht-398	139	6	t	t	PROPN
biht-398	139	7	a	a	DET
biht-398	139	8	na	na	PROPN
biht-398	139	9	lys	lys	PROPN
biht-398	139	10	is	be	AUX
biht-398	139	11	du	du	PROPN
biht-398	139	12	rin	rin	NOUN
biht-398	139	13	g	g	PROPN
biht-398	139	14	in	in	ADP
biht-398	139	15	te	te	ADP
biht-398	139	16	ra	ra	PROPN
biht-398	139	17	ct	ct	PROPN
biht-398	139	18	io	io	PROPN
biht-398	139	19	ns	ns	INTJ
biht-398	139	20	al	al	PROPN
biht-398	139	21	fo	fo	INTJ
biht-398	139	22	r	r	NOUN
biht-398	139	23	pr	pr	NOUN
biht-398	139	24	ed	ed	PROPN
biht-398	139	25	ict	ict	PROPN
biht-398	139	26	in	in	ADP
biht-398	139	27	g	g	PROPN
biht-398	139	28	an	an	PROPN
biht-398	139	29	d	d	NOUN
biht-398	139	30	op	op	NOUN
biht-398	139	31	tim	tim	PROPN
biht-398	140	1	iz	iz	ADP
biht-398	140	2	in	in	ADP
biht-398	140	3	g	g	PROPN
biht-398	140	4	h	h	NOUN
biht-398	140	5	cp	cp	INTJ
biht-398	140	6	pr	pr	NOUN
biht-398	140	7	es	es	PROPN
biht-398	140	8	cr	cr	PROPN
biht-398	140	9	ip	ip	PROPN
biht-398	140	10	tio	tio	NOUN
biht-398	140	11	n	n	AUX
biht-398	140	12	be	be	AUX
biht-398	140	13	ha	ha	INTJ
biht-398	141	1	vio	vio	PROPN
biht-398	141	2	rs	rs	PROPN
biht-398	141	3	al	al	PROPN
biht-398	141	4	fo	fo	INTJ
biht-398	141	5	r	r	NOUN
biht-398	141	6	pe	pe	VERB
biht-398	141	7	rs	rs	NOUN
biht-398	141	8	on	on	ADP
biht-398	141	9	al	al	PROPN
biht-398	141	10	iz	iz	INTJ
biht-398	141	11	ed	ed	PROPN
biht-398	141	12	p	p	NOUN
biht-398	141	13	at	at	ADP
biht-398	141	14	ie	ie	X
biht-398	141	15	nt	not	PART
biht-398	141	16	s	s	X
biht-398	141	17	up	up	ADP
biht-398	141	18	po	po	PROPN
biht-398	141	19	rt	rt	PROPN
biht-398	141	20	p	p	PROPN
biht-398	141	21	ro	ro	INTJ
biht-398	141	22	gr	gr	PROPN
biht-398	141	23	am	be	AUX
biht-398	141	24	de	de	X
biht-398	141	25	sig	sig	X
biht-398	142	1	n	n	INTJ
biht-398	142	2	m	m	VERB
biht-398	142	3	ac	ac	ADV
biht-398	142	4	hi	hi	INTJ
biht-398	142	5	ne	ne	X
biht-398	142	6	le	le	PROPN
biht-398	142	7	ar	ar	PROPN
biht-398	142	8	ni	ni	PROPN
biht-398	142	9	ng	ng	PROPN
biht-398	143	1	fo	fo	INTJ
biht-398	143	2	r	r	NOUN
biht-398	143	3	m	m	PROPN
biht-398	143	4	ed	ed	PROPN
biht-398	143	5	ica	ica	PROPN
biht-398	143	6	tio	tio	PROPN
biht-398	143	7	n	n	CCONJ
biht-398	143	8	ad	ad	NOUN
biht-398	143	9	he	he	PRON
biht-398	143	10	re	re	VERB
biht-398	143	11	nc	nc	PROPN
biht-398	143	12	e	e	PROPN
biht-398	143	13	pr	pr	VERB
biht-398	143	14	ed	ed	PROPN
biht-398	143	15	ict	ict	PROPN
biht-398	143	16	io	io	PROPN
biht-398	143	17	n	n	ADV
biht-398	143	18	an	an	PRON
biht-398	143	19	d	d	NOUN
biht-398	143	20	in	in	ADP
biht-398	143	21	te	te	PROPN
biht-398	143	22	rv	rv	PROPN
biht-398	143	23	en	en	PROPN
biht-398	143	24	tio	tio	PROPN
biht-398	143	25	n	n	PROPN
biht-398	143	26	al	al	PROPN
biht-398	143	27	-d	-d	PROPN
biht-398	143	28	riv	riv	NOUN
biht-398	143	29	en	en	X
biht-398	143	30	c	c	X
biht-398	144	1	ha	ha	INTJ
biht-398	144	2	tb	tb	X
biht-398	144	3	ot	ot	NOUN
biht-398	144	4	s	s	NOUN
biht-398	145	1	fo	fo	INTJ
biht-398	145	2	r	r	NOUN
biht-398	145	3	pa	pa	NOUN
biht-398	145	4	tie	tie	VERB
biht-398	145	5	nt	not	PART
biht-398	145	6	e	e	ADP
biht-398	145	7	du	du	PROPN
biht-398	145	8	ca	can	AUX
biht-398	145	9	tio	tio	VERB
biht-398	145	10	n	n	PROPN
biht-398	145	11	on	on	ADP
biht-398	145	12	co	co	INTJ
biht-398	145	13	m	m	PROPN
biht-398	145	14	pl	pl	X
biht-398	145	15	ex	ex	X
biht-398	146	1	th	th	INTJ
biht-398	146	2	er	er	INTJ
biht-398	146	3	ap	ap	PROPN
biht-398	146	4	ie	ie	PROPN
biht-398	146	5	s	s	PROPN
biht-398	146	6	li	li	PROPN
biht-398	146	7	fe	fe	X
biht-398	146	8	cy	cy	INTJ
biht-398	146	9	cl	cl	PROPN
biht-398	146	10	e	e	NOUN
biht-398	146	11	m	m	VERB
biht-398	146	12	an	an	DET
biht-398	146	13	ag	ag	PROPN
biht-398	146	14	em	em	PRON
biht-398	146	15	en	en	PROPN
biht-398	146	16	t	t	PROPN
biht-398	146	17	an	an	DET
biht-398	146	18	d	d	X
biht-398	146	19	po	po	X
biht-398	146	20	st	st	PROPN
biht-398	146	21	-m	-m	PROPN
biht-398	146	22	ar	ar	PROPN
biht-398	146	23	ke	ke	PROPN
biht-398	146	24	tin	tin	NOUN
biht-398	146	25	g	g	PROPN
biht-398	146	26	a	a	DET
biht-398	146	27	ct	ct	NUM
biht-398	146	28	iv	iv	NUM
biht-398	146	29	iti	iti	NOUN
biht-398	146	30	es	es	X
biht-398	146	31	al	al	PROPN
biht-398	146	32	fo	fo	INTJ
biht-398	146	33	r	r	NOUN
biht-398	146	34	sig	sig	NOUN
biht-398	146	35	na	na	ADP
biht-398	146	36	l	l	NOUN
biht-398	146	37	d	d	X
biht-398	146	38	et	et	PROPN
biht-398	146	39	ec	ec	PROPN
biht-398	146	40	tio	tio	PROPN
biht-398	146	41	n	n	PROPN
biht-398	146	42	in	in	ADP
biht-398	146	43	p	p	PROPN
biht-398	146	44	ha	ha	INTJ
biht-398	146	45	rm	rm	PROPN
biht-398	146	46	ac	ac	PROPN
biht-398	146	47	ov	ov	INTJ
biht-398	146	48	ig	ig	PROPN
biht-398	147	1	ila	ila	PROPN
biht-398	147	2	nc	nc	PROPN
biht-398	147	3	e	e	PROPN
biht-398	147	4	m	m	PROPN
biht-398	147	5	ac	ac	PROPN
biht-398	147	6	hi	hi	INTJ
biht-398	147	7	ne	ne	X
biht-398	147	8	le	le	PROPN
biht-398	147	9	ar	ar	PROPN
biht-398	147	10	ni	ni	PROPN
biht-398	147	11	ng	ng	PROPN
biht-398	147	12	fo	fo	INTJ
biht-398	147	13	r	r	NOUN
biht-398	147	14	pr	pr	NOUN
biht-398	148	1	od	od	INTJ
biht-398	148	2	uc	uc	INTJ
biht-398	148	3	t	t	PROPN
biht-398	148	4	l	l	PROPN
biht-398	148	5	ife	ife	PROPN
biht-398	149	1	cy	cy	PROPN
biht-398	149	2	cl	cl	NOUN
biht-398	150	1	e	e	NOUN
biht-398	150	2	op	op	NOUN
biht-398	150	3	tim	tim	PROPN
biht-398	151	1	iz	iz	INTJ
biht-398	151	2	at	at	ADP
biht-398	151	3	io	io	PROPN
biht-398	151	4	n	n	PROPN
biht-398	151	5	st	st	PROPN
biht-398	151	6	ra	ra	PROPN
biht-398	151	7	te	te	INTJ
biht-398	151	8	gi	gi	VERB
biht-398	151	9	es	es	NOUN
biht-398	151	10	n	n	PRON
biht-398	151	11	lp	lp	NOUN
biht-398	152	1	fo	fo	INTJ
biht-398	152	2	r	r	NOUN
biht-398	152	3	au	au	NOUN
biht-398	152	4	to	to	ADP
biht-398	152	5	m	m	PROPN
biht-398	152	6	at	at	ADP
biht-398	152	7	ed	ed	PROPN
biht-398	152	8	m	m	PROPN
biht-398	152	9	ed	ed	NOUN
biht-398	152	10	ica	ica	PROPN
biht-398	152	11	l	l	PROPN
biht-398	152	12	l	l	PROPN
biht-398	152	13	ite	ite	PROPN
biht-398	153	1	ra	ra	PROPN
biht-398	153	2	tu	tu	PROPN
biht-398	153	3	re	re	VERB
biht-398	153	4	m	m	PROPN
biht-398	153	5	on	on	ADP
biht-398	153	6	ito	ito	PROPN
biht-398	153	7	rin	rin	PROPN
biht-398	153	8	g	g	PROPN
biht-398	153	9	al	al	PROPN
biht-398	153	10	fo	fo	INTJ
biht-398	153	11	r	r	PROPN
biht-398	153	12	re	re	AUX
biht-398	153	13	al	al	PROPN
biht-398	153	14	-w	-w	PROPN
biht-398	153	15	or	or	CCONJ
biht-398	153	16	ld	ld	PROPN
biht-398	153	17	e	e	PROPN
biht-398	153	18	vid	vid	X
biht-398	153	19	en	en	PROPN
biht-398	153	20	ce	ce	PROPN
biht-398	153	21	s	s	PROPN
biht-398	153	22	tu	tu	PROPN
biht-398	153	23	dy	dy	X
biht-398	153	24	d	d	PROPN
biht-398	153	25	es	es	VERB
biht-398	153	26	ig	ig	PROPN
biht-398	154	1	n	n	PRON
biht-398	154	2	an	an	PROPN
biht-398	154	3	d	d	X
biht-398	154	4	pa	pa	PROPN
biht-398	154	5	rt	rt	PROPN
biht-398	154	6	ne	ne	PROPN
biht-398	154	7	r	r	PROPN
biht-398	154	8	se	se	X
biht-398	154	9	le	le	X
biht-398	154	10	ct	ct	PROPN
biht-398	154	11	io	io	PROPN
biht-398	154	12	n	n	PROPN
biht-398	154	13	m	m	VERB
biht-398	154	14	ac	ac	ADV
biht-398	154	15	hi	hi	INTJ
biht-398	154	16	ne	ne	X
biht-398	154	17	le	le	PROPN
biht-398	154	18	ar	ar	PROPN
biht-398	155	1	ni	ni	PROPN
biht-398	155	2	ng	ng	PROPN
biht-398	156	1	fo	fo	INTJ
biht-398	156	2	r	r	PROPN
biht-398	156	3	su	su	NOUN
biht-398	157	1	pp	pp	ADV
biht-398	157	2	ly	ly	ADP
biht-398	157	3	ch	ch	NOUN
biht-398	157	4	ai	ai	VERB
biht-398	157	5	n	n	ADV
biht-398	158	1	ris	ris	PROPN
biht-398	158	2	k	k	X
biht-398	158	3	pr	pr	PROPN
biht-398	159	1	ed	ed	PROPN
biht-398	159	2	ict	ict	PROPN
biht-398	159	3	io	io	PROPN
biht-398	159	4	n	n	ADV
biht-398	159	5	an	an	PROPN
biht-398	159	6	d	d	NOUN
biht-398	159	7	m	m	VERB
biht-398	159	8	iti	iti	PROPN
biht-398	159	9	ga	ga	PROPN
biht-398	159	10	tio	tio	PROPN
biht-398	159	11	n	n	PROPN
biht-398	159	12	al	al	PROPN
biht-398	160	1	-p	-p	INTJ
biht-398	160	2	ow	ow	INTJ
biht-398	160	3	er	er	INTJ
biht-398	160	4	ed	ed	NOUN
biht-398	160	5	fo	fo	INTJ
biht-398	160	6	re	re	INTJ
biht-398	160	7	ca	ca	AUX
biht-398	160	8	st	st	VERB
biht-398	160	9	in	in	ADP
biht-398	160	10	g	g	PROPN
biht-398	161	1	fo	fo	ADP
biht-398	161	2	r	r	NOUN
biht-398	161	3	lo	lo	PROPN
biht-398	161	4	ng	ng	PROPN
biht-398	161	5	-te	-te	NOUN
biht-398	161	6	rm	rm	PROPN
biht-398	161	7	pr	pr	INTJ
biht-398	161	8	od	od	INTJ
biht-398	162	1	uc	uc	INTJ
biht-398	162	2	t	t	PROPN
biht-398	163	1	p	p	X
biht-398	164	1	er	er	INTJ
biht-398	164	2	fo	fo	INTJ
biht-398	164	3	rm	rm	PROPN
biht-398	165	1	an	an	PRON
biht-398	165	2	ce	ce	PROPN
biht-398	165	3	al	al	PROPN
biht-398	165	4	-d	-d	PROPN
biht-398	165	5	riv	riv	PROPN
biht-398	166	1	en	en	X
biht-398	166	2	p	p	X
biht-398	167	1	er	er	INTJ
biht-398	168	1	so	so	ADV
biht-398	168	2	na	na	INTJ
biht-398	168	3	liz	liz	PROPN
biht-398	169	1	ed	ed	PROPN
biht-398	169	2	m	m	PROPN
biht-398	169	3	ed	ed	NOUN
biht-398	170	1	ica	ica	PROPN
biht-398	170	2	l	l	NOUN
biht-398	171	1	i	i	PRON
biht-398	171	2	nf	nf	VERB
biht-398	171	3	or	or	CCONJ
biht-398	171	4	m	m	VERB
biht-398	171	5	at	at	ADP
biht-398	171	6	io	io	X
biht-398	171	7	n	n	X
biht-398	172	1	se	se	X
biht-398	172	2	rv	rv	PROPN
biht-398	172	3	ice	ice	PROPN
biht-398	172	4	s	s	PART
biht-398	172	5	m	m	VERB
biht-398	172	6	ac	ac	NOUN
biht-398	172	7	hi	hi	INTJ
biht-398	172	8	ne	ne	X
biht-398	172	9	le	le	PROPN
biht-398	172	10	ar	ar	PROPN
biht-398	172	11	ni	ni	PROPN
biht-398	172	12	ng	ng	PROPN
biht-398	173	1	fo	fo	INTJ
biht-398	173	2	r	r	NOUN
biht-398	173	3	pr	pr	NOUN
biht-398	173	4	ed	ed	PROPN
biht-398	173	5	ict	ict	PROPN
biht-398	173	6	in	in	ADP
biht-398	173	7	g	g	PROPN
biht-398	173	8	an	an	DET
biht-398	173	9	d	d	PROPN
biht-398	173	10	ad	ad	NOUN
biht-398	173	11	dr	dr	PROPN
biht-398	173	12	es	es	PROPN
biht-398	173	13	sin	sin	PROPN
biht-398	173	14	g	g	PROPN
biht-398	173	15	h	h	NOUN
biht-398	173	16	cp	cp	INTJ
biht-398	173	17	in	in	ADP
biht-398	173	18	fo	fo	ADP
biht-398	173	19	rm	rm	PROPN
biht-398	173	20	at	at	ADP
biht-398	173	21	io	io	PROPN
biht-398	173	22	n	n	PROPN
biht-398	173	23	ne	ne	PROPN
biht-398	173	24	ed	ed	PROPN
biht-398	173	25	s	s	PART
biht-398	173	26	n	n	VERB
biht-398	173	27	lp	lp	ADJ
biht-398	174	1	fo	fo	INTJ
biht-398	174	2	r	r	NOUN
biht-398	174	3	pr	pr	NOUN
biht-398	174	4	oc	oc	PART
biht-398	174	5	es	es	VERB
biht-398	174	6	sin	sin	NOUN
biht-398	174	7	g	g	PROPN
biht-398	174	8	an	an	DET
biht-398	174	9	d	d	X
biht-398	174	10	an	an	PROPN
biht-398	174	11	al	al	PROPN
biht-398	174	12	yz	yz	PROPN
biht-398	174	13	in	in	ADP
biht-398	174	14	g	g	PROPN
biht-398	174	15	h	h	NOUN
biht-398	174	16	cp	cp	INTJ
biht-398	174	17	fe	fe	INTJ
biht-398	175	1	ed	ed	PROPN
biht-398	175	2	ba	ba	PROPN
biht-398	175	3	ck	ck	INTJ
biht-398	176	1	a	a	DET
biht-398	176	2	t	t	PROPN
biht-398	176	3	s	s	PART
biht-398	176	4	ca	ca	NOUN
biht-398	176	5	le	le	X
biht-398	176	6	al	al	PROPN
biht-398	176	7	fo	fo	INTJ
biht-398	176	8	r	r	PROPN
biht-398	176	9	de	de	PROPN
biht-398	176	10	te	te	ADP
biht-398	176	11	ct	ct	NUM
biht-398	176	12	in	in	ADP
biht-398	176	13	g	g	PROPN
biht-398	176	14	an	an	DET
biht-398	176	15	d	d	NOUN
biht-398	176	16	pr	pr	NOUN
biht-398	176	17	ed	ed	PROPN
biht-398	176	18	ict	ict	PROPN
biht-398	176	19	in	in	ADP
biht-398	176	20	g	g	PROPN
biht-398	176	21	m	m	PROPN
biht-398	176	22	ed	ed	PROPN
biht-398	176	23	ica	ica	PROPN
biht-398	176	24	tio	tio	PROPN
biht-398	177	1	n	n	INTJ
biht-398	178	1	no	no	INTJ
biht-398	178	2	nad	nad	NOUN
biht-398	178	3	he	he	PRON
biht-398	178	4	re	re	VERB
biht-398	178	5	nc	nc	PROPN
biht-398	178	6	e	e	PROPN
biht-398	178	7	m	m	PROPN
biht-398	178	8	ac	ac	PROPN
biht-398	178	9	hi	hi	INTJ
biht-398	178	10	ne	ne	X
biht-398	178	11	le	le	PROPN
biht-398	178	12	ar	ar	PROPN
biht-398	178	13	ni	ni	PROPN
biht-398	178	14	ng	ng	PROPN
biht-398	179	1	fo	fo	INTJ
biht-398	179	2	r	r	NOUN
biht-398	179	3	pe	pe	VERB
biht-398	179	4	rs	rs	NOUN
biht-398	179	5	on	on	ADP
biht-398	179	6	al	al	PROPN
biht-398	179	7	iz	iz	INTJ
biht-398	179	8	in	in	ADP
biht-398	179	9	g	g	PROPN
biht-398	179	10	pa	pa	PROPN
biht-398	179	11	tie	tie	VERB
biht-398	179	12	nt	not	PART
biht-398	179	13	su	su	PROPN
biht-398	180	1	pp	pp	ADV
biht-398	180	2	or	or	CCONJ
biht-398	180	3	t	t	NOUN
biht-398	181	1	i	i	PRON
biht-398	181	2	nt	not	PART
biht-398	181	3	er	er	INTJ
biht-398	181	4	ve	ve	VERB
biht-398	181	5	nt	not	PART
biht-398	181	6	io	io	X
biht-398	181	7	ns	ns	PROPN
biht-398	181	8	n	n	CCONJ
biht-398	181	9	lp	lp	NOUN
biht-398	181	10	fo	fo	INTJ
biht-398	181	11	r	r	NOUN
biht-398	181	12	an	an	DET
biht-398	181	13	al	al	PROPN
biht-398	181	14	yz	yz	PROPN
biht-398	181	15	in	in	ADP
biht-398	181	16	g	g	PROPN
biht-398	181	17	pa	pa	PROPN
biht-398	181	18	tie	tie	VERB
biht-398	181	19	nt	not	PART
biht-398	181	20	-re	-re	PRON
biht-398	181	21	po	po	PROPN
biht-398	182	1	rt	rt	PROPN
biht-398	182	2	ed	ed	PROPN
biht-398	182	3	o	o	X
biht-398	182	4	ut	ut	PROPN
biht-398	182	5	co	co	PROPN
biht-398	182	6	m	m	AUX
biht-398	182	7	es	es	ADP
biht-398	182	8	an	an	DET
biht-398	182	9	d	d	NOUN
biht-398	183	1	so	so	ADV
biht-398	183	2	cia	cia	PROPN
biht-398	183	3	l	l	PROPN
biht-398	183	4	m	m	VERB
biht-398	183	5	ed	ed	NOUN
biht-398	183	6	ia	ia	PROPN
biht-398	183	7	d	d	PROPN
biht-398	183	8	at	at	ADP
biht-398	183	9	a	a	DET
biht-398	183	10	a	a	DET
biht-398	183	11	i	i	NOUN
biht-398	183	12	:	:	PUNCT
biht-398	183	13	a	a	DET
biht-398	183	14	rt	rt	PROPN
biht-398	183	15	ifi	ifi	PROPN
biht-398	183	16	ci	ci	PROPN
biht-398	183	17	al	al	PROPN
biht-398	183	18	in	in	ADP
biht-398	183	19	te	te	PROPN
biht-398	183	20	lli	lli	PROPN
biht-398	183	21	ge	ge	PROPN
biht-398	183	22	nc	nc	PROPN
biht-398	183	23	e	e	PROPN
biht-398	183	24	;	;	PUNCT
biht-398	183	25	b	b	X
biht-398	183	26	2b	2b	NUM
biht-398	183	27	:	:	PUNCT
biht-398	183	28	b	b	X
biht-398	183	29	us	we	PRON
biht-398	183	30	in	in	ADP
biht-398	183	31	es	es	X
biht-398	183	32	sto	sto	NOUN
biht-398	184	1	-b	-b	PUNCT
biht-398	184	2	us	we	PRON
biht-398	184	3	in	in	ADP
biht-398	184	4	es	es	X
biht-398	184	5	s	s	NOUN
biht-398	184	6	;	;	PUNCT
biht-398	184	7	c	c	X
biht-398	184	8	ro	ro	NOUN
biht-398	184	9	:	:	PUNCT
biht-398	185	1	c	c	X
biht-398	185	2	on	on	ADP
biht-398	185	3	tr	tr	VERB
biht-398	185	4	ac	ac	PROPN
biht-398	185	5	t	t	PROPN
biht-398	185	6	re	re	PROPN
biht-398	185	7	se	se	PROPN
biht-398	185	8	ar	ar	PROPN
biht-398	185	9	ch	ch	PROPN
biht-398	186	1	o	o	PROPN
biht-398	186	2	rg	rg	INTJ
biht-398	186	3	an	an	DET
biht-398	186	4	iz	iz	INTJ
biht-398	186	5	at	at	ADP
biht-398	186	6	io	io	PROPN
biht-398	186	7	n	n	CCONJ
biht-398	186	8	;	;	PUNCT
biht-398	186	9	h	h	NOUN
biht-398	186	10	c	c	NOUN
biht-398	186	11	p	p	X
biht-398	186	12	:	:	PUNCT
biht-398	186	13	h	h	NOUN
biht-398	186	14	ea	ea	NOUN
biht-398	187	1	lth	lth	NOUN
biht-398	187	2	ca	can	AUX
biht-398	187	3	re	re	VERB
biht-398	187	4	p	p	PROPN
biht-398	187	5	ro	ro	PROPN
biht-398	187	6	fe	fe	X
biht-398	187	7	ss	ss	PROPN
biht-398	187	8	io	io	X
biht-398	187	9	na	na	PROPN
biht-398	187	10	l	l	NOUN
biht-398	187	11	;	;	PUNCT
biht-398	187	12	ko	ko	PROPN
biht-398	187	13	l	l	PROPN
biht-398	187	14	:	:	PUNCT
biht-398	187	15	k	k	PROPN
biht-398	187	16	ey	ey	INTJ
biht-398	187	17	o	o	NOUN
biht-398	187	18	pi	pi	NOUN
biht-398	187	19	ni	ni	PROPN
biht-398	187	20	on	on	ADP
biht-398	187	21	le	le	X
biht-398	187	22	ad	ad	X
biht-398	187	23	er	er	INTJ
biht-398	187	24	;	;	PUNCT
biht-398	187	25	n	n	CCONJ
biht-398	187	26	lp	lp	NOUN
biht-398	187	27	:	:	PUNCT
biht-398	187	28	n	n	CCONJ
biht-398	187	29	at	at	ADP
biht-398	187	30	ur	ur	INTJ
biht-398	187	31	al	al	PROPN
biht-398	187	32	la	la	PROPN
biht-398	187	33	ng	ng	PROPN
biht-398	187	34	ua	ua	PROPN
biht-398	187	35	ge	ge	PROPN
biht-398	187	36	p	p	PROPN
biht-398	187	37	ro	ro	PROPN
biht-398	187	38	ce	ce	PROPN
biht-398	187	39	ss	ss	PROPN
biht-398	187	40	in	in	ADP
biht-398	187	41	g.	g.	PROPN
biht-398	187	42	https://doi.org/10.30953/bhty.v8.398	https://doi.org/10.30953/bhty.v8.398	PROPN
biht-398	187	43	citation	citation	NOUN
biht-398	187	44	:	:	PUNCT
biht-398	187	45	blockchain	blockchain	PROPN
biht-398	187	46	in	in	ADP
biht-398	187	47	healthcare	healthcare	NOUN
biht-398	187	48	today	today	NOUN
biht-398	187	49	2022	2022	NUM
biht-398	187	50	,	,	PUNCT
biht-398	187	51	5	5	NUM
biht-398	187	52	:	:	PUNCT
biht-398	187	53	xxx	xxx	NOUN
biht-398	187	54	https://doi.org/10.30953/bhty.v5.xxx	https://doi.org/10.30953/bhty.v5.xxx	PROPN
biht-398	187	55	5	5	NUM
biht-398	187	56	(	(	PUNCT
biht-398	187	57	page	page	NOUN
biht-398	187	58	number	number	NOUN
biht-398	187	59	not	not	PART
biht-398	187	60	for	for	ADP
biht-398	187	61	citation	citation	NOUN
biht-398	187	62	purpose	purpose	NOUN
biht-398	187	63	)	)	PUNCT
biht-398	187	64	mapping	mapping	NOUN
biht-398	187	65	the	the	DET
biht-398	187	66	ai	ai	ADJ
biht-398	187	67	landscape	landscape	NOUN
biht-398	187	68	in	in	ADP
biht-398	187	69	life	life	NOUN
biht-398	187	70	sciences	science	NOUN
biht-398	187	71	efficiency	efficiency	NOUN
biht-398	187	72	and	and	CCONJ
biht-398	187	73	innovation	innovation	NOUN
biht-398	187	74	many	many	ADJ
biht-398	187	75	ai	ai	PROPN
biht-398	187	76	applications	application	NOUN
biht-398	187	77	focus	focus	VERB
biht-398	187	78	on	on	ADP
biht-398	187	79	improving	improve	VERB
biht-398	187	80	efficiency	efficiency	NOUN
biht-398	187	81	(	(	PUNCT
biht-398	187	82	e.g.	e.g.	ADV
biht-398	187	83	automation	automation	NOUN
biht-398	187	84	of	of	ADP
biht-398	187	85	regulatory	regulatory	ADJ
biht-398	187	86	submissions	submission	NOUN
biht-398	187	87	)	)	PUNCT
biht-398	187	88	or	or	CCONJ
biht-398	187	89	driving	drive	VERB
biht-398	187	90	innovation	innovation	NOUN
biht-398	187	91	(	(	PUNCT
biht-398	187	92	e.g.	e.g.	ADV
biht-398	187	93	ai	ai	ADJ
biht-398	187	94	-	-	PUNCT
biht-398	187	95	powered	power	VERB
biht-398	187	96	drug	drug	NOUN
biht-398	187	97	discovery	discovery	NOUN
biht-398	187	98	)	)	PUNCT
biht-398	187	99	.	.	PUNCT
biht-398	188	1	ai	ai	VERB
biht-398	188	2	applications	application	NOUN
biht-398	188	3	are	be	AUX
biht-398	188	4	frequently	frequently	ADV
biht-398	188	5	framed	frame	VERB
biht-398	188	6	as	as	ADP
biht-398	188	7	tools	tool	NOUN
biht-398	188	8	that	that	PRON
biht-398	188	9	will	will	AUX
biht-398	188	10	reduce	reduce	VERB
biht-398	188	11	effort	effort	NOUN
biht-398	188	12	,	,	PUNCT
biht-398	188	13	time	time	NOUN
biht-398	188	14	,	,	PUNCT
biht-398	188	15	and/or	and/or	CCONJ
biht-398	188	16	cost	cost	NOUN
biht-398	188	17	.	.	PUNCT
biht-398	189	1	enhanced	enhance	VERB
biht-398	189	2	customer	customer	NOUN
biht-398	189	3	engagement	engagement	NOUN
biht-398	189	4	ai	ai	PROPN
biht-398	189	5	technologies	technology	NOUN
biht-398	189	6	may	may	AUX
biht-398	189	7	be	be	AUX
biht-398	189	8	leveraged	leverage	VERB
biht-398	189	9	by	by	ADP
biht-398	189	10	both	both	CCONJ
biht-398	189	11	commercial	commercial	ADJ
biht-398	189	12	and	and	CCONJ
biht-398	189	13	medical	medical	ADJ
biht-398	189	14	field	field	NOUN
biht-398	189	15	teams	team	NOUN
biht-398	189	16	,	,	PUNCT
biht-398	189	17	particularly	particularly	ADV
biht-398	189	18	in	in	ADP
biht-398	189	19	digital	digital	ADJ
biht-398	189	20	or	or	CCONJ
biht-398	189	21	‘	'	PUNCT
biht-398	189	22	omnichannel	omnichannel	NOUN
biht-398	189	23	’	'	PUNCT
biht-398	189	24	marketing	marketing	NOUN
biht-398	189	25	initiatives	initiative	NOUN
biht-398	189	26	or	or	CCONJ
biht-398	189	27	in	in	ADP
biht-398	189	28	medical	medical	ADJ
biht-398	189	29	communications	communication	NOUN
biht-398	189	30	.	.	PUNCT
biht-398	190	1	data	data	NOUN
biht-398	190	2	-	-	PUNCT
biht-398	190	3	driven	drive	VERB
biht-398	190	4	decision	decision	NOUN
biht-398	190	5	making	make	VERB
biht-398	190	6	across	across	ADP
biht-398	190	7	the	the	DET
biht-398	190	8	matrix	matrix	NOUN
biht-398	190	9	,	,	PUNCT
biht-398	190	10	there	there	PRON
biht-398	190	11	is	be	VERB
biht-398	190	12	a	a	DET
biht-398	190	13	strong	strong	ADJ
biht-398	190	14	emphasis	emphasis	NOUN
biht-398	190	15	on	on	ADP
biht-398	190	16	data	datum	NOUN
biht-398	190	17	sources	source	NOUN
biht-398	190	18	and	and	CCONJ
biht-398	190	19	data	datum	NOUN
biht-398	190	20	access	access	NOUN
biht-398	190	21	as	as	ADP
biht-398	190	22	inputs	input	NOUN
biht-398	190	23	to	to	ADP
biht-398	190	24	ai	ai	VERB
biht-398	190	25	models	model	NOUN
biht-398	190	26	.	.	PUNCT
biht-398	191	1	these	these	DET
biht-398	191	2	data	datum	NOUN
biht-398	191	3	may	may	AUX
biht-398	191	4	be	be	AUX
biht-398	191	5	internally	internally	ADV
biht-398	191	6	or	or	CCONJ
biht-398	191	7	externally	externally	ADV
biht-398	191	8	derived	derive	VERB
biht-398	191	9	,	,	PUNCT
biht-398	191	10	speaking	speak	VERB
biht-398	191	11	to	to	ADP
biht-398	191	12	the	the	DET
biht-398	191	13	value	value	NOUN
biht-398	191	14	of	of	ADP
biht-398	191	15	high	high	ADJ
biht-398	191	16	-	-	PUNCT
biht-398	191	17	quality	quality	NOUN
biht-398	191	18	data	datum	NOUN
biht-398	191	19	assets	asset	NOUN
biht-398	191	20	.	.	PUNCT
biht-398	192	1	access	access	NOUN
biht-398	192	2	to	to	ADP
biht-398	192	3	data	data	NOUN
biht-398	192	4	assets	asset	NOUN
biht-398	192	5	is	be	AUX
biht-398	192	6	likely	likely	ADJ
biht-398	192	7	a	a	DET
biht-398	192	8	competitive	competitive	ADJ
biht-398	192	9	advantage	advantage	NOUN
biht-398	192	10	or	or	CCONJ
biht-398	192	11	differentiator	differentiator	NOUN
biht-398	192	12	.	.	PUNCT
biht-398	193	1	patient	patient	NOUN
biht-398	193	2	-	-	PUNCT
biht-398	193	3	centricity	centricity	NOUN
biht-398	193	4	the	the	DET
biht-398	193	5	framework	framework	NOUN
biht-398	193	6	reveals	reveal	VERB
biht-398	193	7	numerous	numerous	ADJ
biht-398	193	8	ai	ai	ADJ
biht-398	193	9	applications	application	NOUN
biht-398	193	10	focused	focus	VERB
biht-398	193	11	on	on	ADP
biht-398	193	12	improving	improve	VERB
biht-398	193	13	patient	patient	ADJ
biht-398	193	14	experiences	experience	NOUN
biht-398	193	15	and	and	CCONJ
biht-398	193	16	outcomes	outcome	NOUN
biht-398	193	17	,	,	PUNCT
biht-398	193	18	aligning	align	VERB
biht-398	193	19	with	with	ADP
biht-398	193	20	a	a	DET
biht-398	193	21	general	general	ADJ
biht-398	193	22	shift	shift	NOUN
biht-398	193	23	toward	toward	ADP
biht-398	193	24	more	more	ADJ
biht-398	193	25	patient	patient	ADJ
biht-398	193	26	-	-	PUNCT
biht-398	193	27	centric	centric	ADJ
biht-398	193	28	approaches	approach	NOUN
biht-398	193	29	and	and	CCONJ
biht-398	193	30	the	the	DET
biht-398	193	31	need	need	NOUN
biht-398	193	32	to	to	PART
biht-398	193	33	communicate	communicate	VERB
biht-398	193	34	patient	patient	ADJ
biht-398	193	35	-	-	PUNCT
biht-398	193	36	centric	centric	ADJ
biht-398	193	37	value	value	NOUN
biht-398	193	38	,	,	PUNCT
biht-398	193	39	especially	especially	ADV
biht-398	193	40	in	in	ADP
biht-398	193	41	the	the	DET
biht-398	193	42	commercial	commercial	ADJ
biht-398	193	43	phase	phase	NOUN
biht-398	193	44	.	.	PUNCT
biht-398	194	1	patient	patient	NOUN
biht-398	194	2	-	-	PUNCT
biht-398	194	3	centricity	centricity	NOUN
biht-398	194	4	aligns	align	VERB
biht-398	194	5	with	with	ADP
biht-398	194	6	value	value	NOUN
biht-398	194	7	-	-	PUNCT
biht-398	194	8	based	base	VERB
biht-398	194	9	care	care	NOUN
biht-398	194	10	models	model	NOUN
biht-398	194	11	and	and	CCONJ
biht-398	194	12	evolving	evolve	VERB
biht-398	194	13	regulatory	regulatory	ADJ
biht-398	194	14	expectations	expectation	NOUN
biht-398	194	15	around	around	ADP
biht-398	194	16	the	the	DET
biht-398	194	17	incorporation	incorporation	NOUN
biht-398	194	18	of	of	ADP
biht-398	194	19	patient	patient	NOUN
biht-398	194	20	reported	report	VERB
biht-398	194	21	outcomes	outcome	NOUN
biht-398	194	22	(	(	PUNCT
biht-398	194	23	pros	pro	NOUN
biht-398	194	24	)	)	PUNCT
biht-398	194	25	in	in	ADP
biht-398	194	26	drug	drug	NOUN
biht-398	194	27	development	development	NOUN
biht-398	194	28	and	and	CCONJ
biht-398	194	29	post	post	ADJ
biht-398	194	30	-	-	ADJ
biht-398	194	31	marketing	marketing	ADJ
biht-398	194	32	phases	phase	NOUN
biht-398	194	33	.	.	PUNCT
biht-398	195	1	interconnectedness	interconnectedness	NOUN
biht-398	195	2	several	several	ADJ
biht-398	195	3	ai	ai	PROPN
biht-398	195	4	applications	application	NOUN
biht-398	195	5	bridge	bridge	NOUN
biht-398	195	6	multiple	multiple	ADJ
biht-398	195	7	domains	domain	NOUN
biht-398	195	8	or	or	CCONJ
biht-398	195	9	phases	phase	NOUN
biht-398	195	10	,	,	PUNCT
biht-398	195	11	hinting	hint	VERB
biht-398	195	12	at	at	ADP
biht-398	195	13	the	the	DET
biht-398	195	14	potential	potential	NOUN
biht-398	195	15	for	for	SCONJ
biht-398	195	16	these	these	DET
biht-398	195	17	technologies	technology	NOUN
biht-398	195	18	to	to	PART
biht-398	195	19	change	change	VERB
biht-398	195	20	industry	industry	NOUN
biht-398	195	21	structures	structure	NOUN
biht-398	195	22	or	or	CCONJ
biht-398	195	23	processes	process	NOUN
biht-398	195	24	over	over	ADP
biht-398	195	25	time	time	NOUN
biht-398	195	26	.	.	PUNCT
biht-398	196	1	this	this	DET
biht-398	196	2	interconnectedness	interconnectedness	NOUN
biht-398	196	3	suggests	suggest	VERB
biht-398	196	4	the	the	DET
biht-398	196	5	need	need	NOUN
biht-398	196	6	for	for	ADP
biht-398	196	7	integrated	integrate	VERB
biht-398	196	8	ai	ai	NOUN
biht-398	196	9	strategies	strategy	NOUN
biht-398	196	10	that	that	PRON
biht-398	196	11	consider	consider	VERB
biht-398	196	12	the	the	DET
biht-398	196	13	full	full	ADJ
biht-398	196	14	spectrum	spectrum	NOUN
biht-398	196	15	of	of	ADP
biht-398	196	16	pharmaceutical	pharmaceutical	NOUN
biht-398	196	17	operations	operation	NOUN
biht-398	196	18	and	and	CCONJ
biht-398	196	19	stakeholder	stakeholder	NOUN
biht-398	196	20	interactions	interaction	NOUN
biht-398	196	21	.	.	PUNCT
biht-398	197	1	ethical	ethical	ADJ
biht-398	197	2	and	and	CCONJ
biht-398	197	3	regulatory	regulatory	ADJ
biht-398	197	4	considerations	consideration	NOUN
biht-398	197	5	ai	ai	VERB
biht-398	197	6	uses	use	VERB
biht-398	197	7	cases	case	NOUN
biht-398	197	8	in	in	ADP
biht-398	197	9	biopharma	biopharma	NOUN
biht-398	197	10	that	that	PRON
biht-398	197	11	raise	raise	VERB
biht-398	197	12	numerous	numerous	ADJ
biht-398	197	13	ethical	ethical	ADJ
biht-398	197	14	and	and	CCONJ
biht-398	197	15	regulatory	regulatory	ADJ
biht-398	197	16	questions	question	NOUN
biht-398	197	17	.	.	PUNCT
biht-398	198	1	these	these	PRON
biht-398	198	2	include	include	VERB
biht-398	198	3	questions	question	NOUN
biht-398	198	4	around	around	ADP
biht-398	198	5	data	datum	NOUN
biht-398	198	6	privacy	privacy	NOUN
biht-398	198	7	and	and	CCONJ
biht-398	198	8	security	security	NOUN
biht-398	198	9	,	,	PUNCT
biht-398	198	10	algorithmic	algorithmic	ADJ
biht-398	198	11	bias	bias	NOUN
biht-398	198	12	,	,	PUNCT
biht-398	198	13	data	datum	NOUN
biht-398	198	14	ownership	ownership	NOUN
biht-398	198	15	and	and	CCONJ
biht-398	198	16	consent	consent	NOUN
biht-398	198	17	,	,	PUNCT
biht-398	198	18	and	and	CCONJ
biht-398	198	19	the	the	DET
biht-398	198	20	interpretability	interpretability	NOUN
biht-398	198	21	or	or	CCONJ
biht-398	198	22	generalizability	generalizability	NOUN
biht-398	198	23	of	of	ADP
biht-398	198	24	ai	ai	NOUN
biht-398	198	25	-	-	PUNCT
biht-398	198	26	driven	drive	VERB
biht-398	198	27	decisions	decision	NOUN
biht-398	198	28	.	.	PUNCT
biht-398	199	1	limitations	limitation	NOUN
biht-398	199	2	our	our	PRON
biht-398	199	3	methodology	methodology	NOUN
biht-398	199	4	has	have	VERB
biht-398	199	5	limitations	limitation	NOUN
biht-398	199	6	,	,	PUNCT
biht-398	199	7	including	include	VERB
biht-398	199	8	an	an	DET
biht-398	199	9	acknowledgment	acknowledgment	NOUN
biht-398	199	10	that	that	SCONJ
biht-398	199	11	the	the	DET
biht-398	199	12	rapid	rapid	ADJ
biht-398	199	13	pace	pace	NOUN
biht-398	199	14	of	of	ADP
biht-398	199	15	ai	ai	VERB
biht-398	199	16	development	development	NOUN
biht-398	199	17	is	be	AUX
biht-398	199	18	likely	likely	ADJ
biht-398	199	19	to	to	PART
biht-398	199	20	outpace	outpace	VERB
biht-398	199	21	even	even	ADV
biht-398	199	22	expert	expert	ADJ
biht-398	199	23	knowledge	knowledge	NOUN
biht-398	199	24	.	.	PUNCT
biht-398	200	1	another	another	DET
biht-398	200	2	limitation	limitation	NOUN
biht-398	200	3	in	in	ADP
biht-398	200	4	expert	expert	ADJ
biht-398	200	5	consensus	consensus	NOUN
biht-398	200	6	methods	method	NOUN
biht-398	200	7	is	be	AUX
biht-398	200	8	the	the	DET
biht-398	200	9	introduction	introduction	NOUN
biht-398	200	10	of	of	ADP
biht-398	200	11	potential	potential	ADJ
biht-398	200	12	bias	bias	NOUN
biht-398	200	13	based	base	VERB
biht-398	200	14	on	on	ADP
biht-398	200	15	the	the	DET
biht-398	200	16	team	team	NOUN
biht-398	200	17	’s	’s	PART
biht-398	200	18	collective	collective	ADJ
biht-398	200	19	experiences	experience	NOUN
biht-398	200	20	and	and	CCONJ
biht-398	200	21	perspectives	perspective	NOUN
biht-398	200	22	.	.	PUNCT
biht-398	201	1	we	we	PRON
biht-398	201	2	mitigated	mitigate	VERB
biht-398	201	3	these	these	DET
biht-398	201	4	limitations	limitation	NOUN
biht-398	201	5	to	to	ADP
biht-398	201	6	the	the	DET
biht-398	201	7	extent	extent	NOUN
biht-398	201	8	possible	possible	ADJ
biht-398	201	9	through	through	ADP
biht-398	201	10	engaging	engage	VERB
biht-398	201	11	diverse	diverse	ADJ
biht-398	201	12	experts	expert	NOUN
biht-398	201	13	and	and	CCONJ
biht-398	201	14	iterating	iterate	VERB
biht-398	201	15	through	through	ADP
biht-398	201	16	the	the	DET
biht-398	201	17	framework	framework	NOUN
biht-398	201	18	development	development	NOUN
biht-398	201	19	process	process	NOUN
biht-398	201	20	.	.	PUNCT
biht-398	202	1	furthermore	furthermore	ADV
biht-398	202	2	,	,	PUNCT
biht-398	202	3	this	this	DET
biht-398	202	4	framework	framework	NOUN
biht-398	202	5	is	be	AUX
biht-398	202	6	not	not	PART
biht-398	202	7	likely	likely	ADJ
biht-398	202	8	to	to	PART
biht-398	202	9	be	be	AUX
biht-398	202	10	exhaustive	exhaustive	ADJ
biht-398	202	11	,	,	PUNCT
biht-398	202	12	given	give	VERB
biht-398	202	13	the	the	DET
biht-398	202	14	challenge	challenge	NOUN
biht-398	202	15	of	of	ADP
biht-398	202	16	comprehensively	comprehensively	ADV
biht-398	202	17	capturing	capture	VERB
biht-398	202	18	all	all	DET
biht-398	202	19	possible	possible	ADJ
biht-398	202	20	ai	ai	VERB
biht-398	202	21	applications	application	NOUN
biht-398	202	22	in	in	ADP
biht-398	202	23	a	a	DET
biht-398	202	24	rapidly	rapidly	ADV
biht-398	202	25	evolving	evolve	VERB
biht-398	202	26	field	field	NOUN
biht-398	202	27	.	.	PUNCT
biht-398	203	1	for	for	ADP
biht-398	203	2	example	example	NOUN
biht-398	203	3	,	,	PUNCT
biht-398	203	4	biopharmaceutical	biopharmaceutical	ADJ
biht-398	203	5	manufacturing	manufacture	VERB
biht-398	203	6	companies	company	NOUN
biht-398	203	7	also	also	ADV
biht-398	203	8	perform	perform	VERB
biht-398	203	9	a	a	DET
biht-398	203	10	number	number	NOUN
biht-398	203	11	of	of	ADP
biht-398	203	12	corporate	corporate	ADJ
biht-398	203	13	functions	function	NOUN
biht-398	203	14	in	in	ADP
biht-398	203	15	finance	finance	NOUN
biht-398	203	16	,	,	PUNCT
biht-398	203	17	legal	legal	ADJ
biht-398	203	18	,	,	PUNCT
biht-398	203	19	human	human	ADJ
biht-398	203	20	resources	resource	NOUN
biht-398	203	21	,	,	PUNCT
biht-398	203	22	training	training	NOUN
biht-398	203	23	,	,	PUNCT
biht-398	203	24	and	and	CCONJ
biht-398	203	25	similar	similar	ADJ
biht-398	203	26	operational	operational	ADJ
biht-398	203	27	domains	domain	NOUN
biht-398	203	28	considered	consider	VERB
biht-398	203	29	out	out	ADP
biht-398	203	30	of	of	ADP
biht-398	203	31	scope	scope	NOUN
biht-398	203	32	in	in	ADP
biht-398	203	33	this	this	DET
biht-398	203	34	project	project	NOUN
biht-398	203	35	.	.	PUNCT
biht-398	204	1	however	however	ADV
biht-398	204	2	,	,	PUNCT
biht-398	204	3	there	there	PRON
biht-398	204	4	may	may	AUX
biht-398	204	5	be	be	AUX
biht-398	204	6	areas	area	NOUN
biht-398	204	7	where	where	SCONJ
biht-398	204	8	ai	ai	VERB
biht-398	204	9	innovation	innovation	NOUN
biht-398	204	10	can	can	AUX
biht-398	204	11	also	also	ADV
biht-398	204	12	be	be	AUX
biht-398	204	13	applied	apply	VERB
biht-398	204	14	.	.	PUNCT
biht-398	205	1	conclusion	conclusion	NOUN
biht-398	205	2	this	this	DET
biht-398	205	3	article	article	NOUN
biht-398	205	4	presents	present	VERB
biht-398	205	5	a	a	DET
biht-398	205	6	new	new	ADJ
biht-398	205	7	framework	framework	NOUN
biht-398	205	8	for	for	ADP
biht-398	205	9	understanding	understanding	NOUN
biht-398	205	10	and	and	CCONJ
biht-398	205	11	categorizing	categorize	VERB
biht-398	205	12	ai	ai	VERB
biht-398	205	13	technologies	technology	NOUN
biht-398	205	14	across	across	ADP
biht-398	205	15	the	the	DET
biht-398	205	16	life	life	NOUN
biht-398	205	17	sciences	science	NOUN
biht-398	205	18	product	product	NOUN
biht-398	205	19	lifecycle	lifecycle	NOUN
biht-398	205	20	and	and	CCONJ
biht-398	205	21	operational	operational	ADJ
biht-398	205	22	domain	domain	NOUN
biht-398	205	23	.	.	PUNCT
biht-398	206	1	by	by	ADP
biht-398	206	2	mapping	mapping	NOUN
biht-398	206	3	along	along	ADP
biht-398	206	4	two	two	NUM
biht-398	206	5	axes	axis	NOUN
biht-398	206	6	representing	represent	VERB
biht-398	206	7	paradigms	paradigm	NOUN
biht-398	206	8	well	well	ADV
biht-398	206	9	-	-	PUNCT
biht-398	206	10	understood	understand	VERB
biht-398	206	11	by	by	ADP
biht-398	206	12	professionals	professional	NOUN
biht-398	206	13	in	in	ADP
biht-398	206	14	the	the	DET
biht-398	206	15	biopharmaceutical	biopharmaceutical	NOUN
biht-398	206	16	industry	industry	NOUN
biht-398	206	17	,	,	PUNCT
biht-398	206	18	we	we	PRON
biht-398	206	19	provide	provide	VERB
biht-398	206	20	a	a	DET
biht-398	206	21	structured	structured	ADJ
biht-398	206	22	approach	approach	NOUN
biht-398	206	23	for	for	ADP
biht-398	206	24	such	such	ADJ
biht-398	206	25	professionals	professional	NOUN
biht-398	206	26	to	to	PART
biht-398	206	27	evaluate	evaluate	VERB
biht-398	206	28	and	and	CCONJ
biht-398	206	29	prioritize	prioritize	VERB
biht-398	206	30	ai	ai	PRON
biht-398	206	31	technology	technology	NOUN
biht-398	206	32	initiatives	initiative	NOUN
biht-398	206	33	.	.	PUNCT
biht-398	207	1	our	our	PRON
biht-398	207	2	findings	finding	NOUN
biht-398	207	3	demonstrate	demonstrate	VERB
biht-398	207	4	the	the	DET
biht-398	207	5	pervasive	pervasive	ADJ
biht-398	207	6	potential	potential	NOUN
biht-398	207	7	of	of	ADP
biht-398	207	8	ai	ai	VERB
biht-398	207	9	to	to	PART
biht-398	207	10	transform	transform	VERB
biht-398	207	11	various	various	ADJ
biht-398	207	12	aspects	aspect	NOUN
biht-398	207	13	of	of	ADP
biht-398	207	14	the	the	DET
biht-398	207	15	life	life	NOUN
biht-398	207	16	sciences	science	NOUN
biht-398	207	17	sector	sector	NOUN
biht-398	207	18	,	,	PUNCT
biht-398	207	19	but	but	CCONJ
biht-398	207	20	not	not	PART
biht-398	207	21	without	without	ADP
biht-398	207	22	risks	risk	NOUN
biht-398	207	23	and	and	CCONJ
biht-398	207	24	challenges	challenge	NOUN
biht-398	207	25	to	to	PART
biht-398	207	26	navigate	navigate	VERB
biht-398	207	27	,	,	PUNCT
biht-398	207	28	including	include	VERB
biht-398	207	29	data	datum	NOUN
biht-398	207	30	quality	quality	NOUN
biht-398	207	31	and	and	CCONJ
biht-398	207	32	availability	availability	NOUN
biht-398	207	33	,	,	PUNCT
biht-398	207	34	algorithmic	algorithmic	ADJ
biht-398	207	35	biases	bias	NOUN
biht-398	207	36	,	,	PUNCT
biht-398	207	37	privacy	privacy	NOUN
biht-398	207	38	and	and	CCONJ
biht-398	207	39	security	security	NOUN
biht-398	207	40	,	,	PUNCT
biht-398	207	41	ethical	ethical	ADJ
biht-398	207	42	and	and	CCONJ
biht-398	207	43	regulatory	regulatory	ADJ
biht-398	207	44	considerations	consideration	NOUN
biht-398	207	45	,	,	PUNCT
biht-398	207	46	and	and	CCONJ
biht-398	207	47	the	the	DET
biht-398	207	48	need	need	NOUN
biht-398	207	49	for	for	ADP
biht-398	207	50	organizational	organizational	ADJ
biht-398	207	51	change	change	NOUN
biht-398	207	52	management	management	NOUN
biht-398	207	53	.	.	PUNCT
biht-398	208	1	as	as	SCONJ
biht-398	208	2	the	the	DET
biht-398	208	3	field	field	NOUN
biht-398	208	4	continues	continue	VERB
biht-398	208	5	to	to	PART
biht-398	208	6	evolve	evolve	VERB
biht-398	208	7	rapidly	rapidly	ADV
biht-398	208	8	,	,	PUNCT
biht-398	208	9	ongoing	ongoing	ADJ
biht-398	208	10	research	research	NOUN
biht-398	208	11	and	and	CCONJ
biht-398	208	12	industry	industry	NOUN
biht-398	208	13	collaboration	collaboration	NOUN
biht-398	208	14	will	will	AUX
biht-398	208	15	be	be	AUX
biht-398	208	16	crucial	crucial	ADJ
biht-398	208	17	to	to	ADP
biht-398	208	18	fully	fully	ADV
biht-398	208	19	harness	harness	VERB
biht-398	208	20	the	the	DET
biht-398	208	21	potential	potential	NOUN
biht-398	208	22	of	of	ADP
biht-398	208	23	ai	ai	NOUN
biht-398	208	24	while	while	SCONJ
biht-398	208	25	addressing	address	VERB
biht-398	208	26	its	its	PRON
biht-398	208	27	associated	associated	ADJ
biht-398	208	28	challenges	challenge	NOUN
biht-398	208	29	.	.	PUNCT
biht-398	209	1	the	the	DET
biht-398	209	2	framework	framework	NOUN
biht-398	209	3	presented	present	VERB
biht-398	209	4	in	in	ADP
biht-398	209	5	this	this	DET
biht-398	209	6	article	article	NOUN
biht-398	209	7	provides	provide	VERB
biht-398	209	8	a	a	DET
biht-398	209	9	foundation	foundation	NOUN
biht-398	209	10	for	for	ADP
biht-398	209	11	these	these	DET
biht-398	209	12	future	future	ADJ
biht-398	209	13	efforts	effort	NOUN
biht-398	209	14	,	,	PUNCT
biht-398	209	15	offering	offer	VERB
biht-398	209	16	a	a	DET
biht-398	209	17	common	common	ADJ
biht-398	209	18	language	language	NOUN
biht-398	209	19	and	and	CCONJ
biht-398	209	20	structure	structure	NOUN
biht-398	209	21	for	for	ADP
biht-398	209	22	discussing	discuss	VERB
biht-398	209	23	and	and	CCONJ
biht-398	209	24	analyzing	analyze	VERB
biht-398	209	25	ai	ai	VERB
biht-398	209	26	applications	application	NOUN
biht-398	209	27	in	in	ADP
biht-398	209	28	the	the	DET
biht-398	209	29	sector	sector	NOUN
biht-398	209	30	.	.	PUNCT
biht-398	210	1	funding	fund	VERB
biht-398	210	2	this	this	DET
biht-398	210	3	study	study	NOUN
biht-398	210	4	did	do	AUX
biht-398	210	5	not	not	PART
biht-398	210	6	receive	receive	VERB
biht-398	210	7	any	any	DET
biht-398	210	8	funding	funding	NOUN
biht-398	210	9	.	.	PUNCT
biht-398	211	1	the	the	DET
biht-398	211	2	authors	author	NOUN
biht-398	211	3	have	have	AUX
biht-398	211	4	not	not	PART
biht-398	211	5	received	receive	VERB
biht-398	211	6	any	any	DET
biht-398	211	7	payments	payment	NOUN
biht-398	211	8	or	or	CCONJ
biht-398	211	9	services	service	NOUN
biht-398	211	10	from	from	ADP
biht-398	211	11	third	third	ADJ
biht-398	211	12	parties	party	NOUN
biht-398	211	13	directly	directly	ADV
biht-398	211	14	related	relate	VERB
biht-398	211	15	to	to	ADP
biht-398	211	16	the	the	DET
biht-398	211	17	submitted	submit	VERB
biht-398	211	18	work	work	NOUN
biht-398	211	19	in	in	ADP
biht-398	211	20	the	the	DET
biht-398	211	21	past	past	ADJ
biht-398	211	22	36	36	NUM
biht-398	211	23	months	month	NOUN
biht-398	211	24	.	.	PUNCT
biht-398	212	1	conflicts	conflict	NOUN
biht-398	212	2	of	of	ADP
biht-398	212	3	interest	interest	NOUN
biht-398	212	4	ms	ms	PROPN
biht-398	212	5	.	.	PROPN
biht-398	212	6	hinkel	hinkel	PROPN
biht-398	212	7	is	be	AUX
biht-398	212	8	co	co	ADJ
biht-398	212	9	-	-	NOUN
biht-398	212	10	editor	editor	NOUN
biht-398	212	11	-	-	PUNCT
biht-398	212	12	in	in	ADP
biht-398	212	13	-	-	PUNCT
biht-398	212	14	chief	chief	NOUN
biht-398	212	15	of	of	ADP
biht-398	212	16	blockchain	blockchain	PROPN
biht-398	212	17	in	in	ADP
biht-398	212	18	healthcare	healthcare	PROPN
biht-398	212	19	today	today	NOUN
biht-398	212	20	.	.	PUNCT
biht-398	213	1	the	the	DET
biht-398	213	2	authors	author	NOUN
biht-398	213	3	declare	declare	VERB
biht-398	213	4	no	no	DET
biht-398	213	5	competing	compete	VERB
biht-398	213	6	interests	interest	NOUN
biht-398	213	7	related	relate	VERB
biht-398	213	8	to	to	ADP
biht-398	213	9	the	the	DET
biht-398	213	10	subject	subject	NOUN
biht-398	213	11	of	of	ADP
biht-398	213	12	this	this	DET
biht-398	213	13	article	article	NOUN
biht-398	213	14	.	.	PUNCT
biht-398	214	1	for	for	ADP
biht-398	214	2	transparency	transparency	NOUN
biht-398	214	3	,	,	PUNCT
biht-398	214	4	all	all	DET
biht-398	214	5	authors	author	NOUN
biht-398	214	6	are	be	AUX
biht-398	214	7	employed	employ	VERB
biht-398	214	8	by	by	ADP
biht-398	214	9	or	or	CCONJ
biht-398	214	10	have	have	AUX
biht-398	214	11	formerly	formerly	ADV
biht-398	214	12	worked	work	VERB
biht-398	214	13	in	in	ADP
biht-398	214	14	the	the	DET
biht-398	214	15	life	life	NOUN
biht-398	214	16	sciences	science	NOUN
biht-398	214	17	and	and	CCONJ
biht-398	214	18	adjacent	adjacent	ADJ
biht-398	214	19	sectors	sector	NOUN
biht-398	214	20	,	,	PUNCT
biht-398	214	21	including	include	VERB
biht-398	214	22	working	work	VERB
biht-398	214	23	for	for	ADP
biht-398	214	24	and/or	and/or	ADV
biht-398	214	25	consulting	consult	VERB
biht-398	214	26	for	for	ADP
biht-398	214	27	biopharmaceutical	biopharmaceutical	ADJ
biht-398	214	28	manufacturers	manufacturer	NOUN
biht-398	214	29	.	.	PUNCT
biht-398	215	1	miss	miss	PROPN
biht-398	215	2	.	.	PUNCT
biht-398	216	1	hinkel	hinkel	NOUN
biht-398	216	2	and	and	CCONJ
biht-398	216	3	dr	dr	PROPN
biht-398	216	4	.	.	PROPN
biht-398	216	5	kidd	kidd	PROPN
biht-398	216	6	have	have	AUX
biht-398	216	7	worked	work	VERB
biht-398	216	8	for	for	ADP
biht-398	216	9	and/or	and/or	CCONJ
biht-398	216	10	consulted	consult	VERB
biht-398	216	11	for	for	ADP
biht-398	216	12	health	health	NOUN
biht-398	216	13	informatics	informatic	NOUN
biht-398	216	14	firms	firm	NOUN
biht-398	216	15	.	.	PUNCT
biht-398	217	1	while	while	SCONJ
biht-398	217	2	this	this	DET
biht-398	217	3	research	research	NOUN
biht-398	217	4	was	be	AUX
biht-398	217	5	not	not	PART
biht-398	217	6	funded	fund	VERB
biht-398	217	7	by	by	ADP
biht-398	217	8	any	any	DET
biht-398	217	9	industry	industry	NOUN
biht-398	217	10	entity	entity	NOUN
biht-398	217	11	,	,	PUNCT
biht-398	217	12	it	it	PRON
biht-398	217	13	was	be	AUX
biht-398	217	14	undertaken	undertake	VERB
biht-398	217	15	independently	independently	ADV
biht-398	217	16	based	base	VERB
biht-398	217	17	on	on	ADP
biht-398	217	18	the	the	DET
biht-398	217	19	authors	author	NOUN
biht-398	217	20	’	’	PART
biht-398	217	21	academic	academic	ADJ
biht-398	217	22	and	and	CCONJ
biht-398	217	23	research	research	NOUN
biht-398	217	24	interests	interest	NOUN
biht-398	217	25	.	.	PUNCT
biht-398	218	1	it	it	PRON
biht-398	218	2	is	be	AUX
biht-398	218	3	neither	neither	CCONJ
biht-398	218	4	promotional	promotional	ADJ
biht-398	218	5	nor	nor	CCONJ
biht-398	218	6	does	do	AUX
biht-398	218	7	it	it	PRON
biht-398	218	8	reference	reference	VERB
biht-398	218	9	any	any	DET
biht-398	218	10	specific	specific	ADJ
biht-398	218	11	products	product	NOUN
biht-398	218	12	.	.	PUNCT
biht-398	219	1	the	the	DET
biht-398	219	2	authors	author	NOUN
biht-398	219	3	recognize	recognize	VERB
biht-398	219	4	that	that	SCONJ
biht-398	219	5	these	these	DET
biht-398	219	6	affiliations	affiliation	NOUN
biht-398	219	7	could	could	AUX
biht-398	219	8	be	be	AUX
biht-398	219	9	perceived	perceive	VERB
biht-398	219	10	as	as	ADP
biht-398	219	11	potential	potential	ADJ
biht-398	219	12	conflicts	conflict	NOUN
biht-398	219	13	of	of	ADP
biht-398	219	14	interest	interest	NOUN
biht-398	219	15	.	.	PUNCT
biht-398	220	1	https://doi.org/10.30953/bhty.v5.xxx	https://doi.org/10.30953/bhty.v5.xxx	PROPN
biht-398	220	2	citation	citation	NOUN
biht-398	220	3	:	:	PUNCT
biht-398	220	4	blockchain	blockchain	NOUN
biht-398	220	5	in	in	ADP
biht-398	220	6	healthcare	healthcare	NOUN
biht-398	220	7	today	today	NOUN
biht-398	220	8	2025	2025	NUM
biht-398	220	9	,	,	PUNCT
biht-398	220	10	8	8	NUM
biht-398	220	11	:	:	SYM
biht-398	220	12	398	398	NUM
biht-398	220	13	https://doi.org/10.30953/bhty.v8.3986	https://doi.org/10.30953/bhty.v8.3986	ADJ
biht-398	220	14	(	(	PUNCT
biht-398	220	15	page	page	NOUN
biht-398	220	16	number	number	NOUN
biht-398	220	17	not	not	PART
biht-398	220	18	for	for	ADP
biht-398	220	19	citation	citation	NOUN
biht-398	220	20	purpose	purpose	NOUN
biht-398	220	21	)	)	PUNCT
biht-398	221	1	j.	j.	PROPN
biht-398	221	2	hinkel	hinkel	PROPN
biht-398	221	3	et	et	PROPN
biht-398	221	4	al	al	PROPN
biht-398	221	5	.	.	PUNCT
biht-398	221	6	authors	author	NOUN
biht-398	221	7	’	’	PART
biht-398	221	8	contributions	contribution	NOUN
biht-398	221	9	data	datum	NOUN
biht-398	221	10	availability	availability	NOUN
biht-398	221	11	statement	statement	NOUN
biht-398	221	12	(	(	PUNCT
biht-398	221	13	das	das	PROPN
biht-398	221	14	)	)	PUNCT
biht-398	221	15	,	,	PUNCT
biht-398	221	16	data	datum	NOUN
biht-398	221	17	sharing	sharing	NOUN
biht-398	221	18	,	,	PUNCT
biht-398	221	19	reproducibility	reproducibility	NOUN
biht-398	221	20	,	,	PUNCT
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biht-398	221	22	data	datum	NOUN
biht-398	221	23	repositories	repository	NOUN
biht-398	221	24	application	application	NOUN
biht-398	221	25	of	of	ADP
biht-398	221	26	ai	ai	ADJ
biht-398	221	27	-	-	PUNCT
biht-398	221	28	generated	generate	VERB
biht-398	221	29	text	text	NOUN
biht-398	221	30	or	or	CCONJ
biht-398	221	31	related	relate	VERB
biht-398	221	32	technology	technology	NOUN
biht-398	221	33	all	all	DET
biht-398	221	34	data	datum	NOUN
biht-398	221	35	produced	produce	VERB
biht-398	221	36	in	in	ADP
biht-398	221	37	this	this	DET
biht-398	221	38	study	study	NOUN
biht-398	221	39	are	be	AUX
biht-398	221	40	available	available	ADJ
biht-398	221	41	upon	upon	SCONJ
biht-398	221	42	reasonable	reasonable	ADJ
biht-398	221	43	request	request	NOUN
biht-398	221	44	to	to	ADP
biht-398	221	45	the	the	DET
biht-398	221	46	corresponding	corresponding	ADJ
biht-398	221	47	author	author	NOUN
biht-398	221	48	.	.	PUNCT
biht-398	222	1	references	reference	NOUN
biht-398	222	2	1	1	NUM
biht-398	222	3	.	.	PUNCT
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biht-398	222	5	kk	kk	PROPN
biht-398	222	6	,	,	PUNCT
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biht-398	222	11	intelligence	intelligence	NOUN
biht-398	222	12	in	in	ADP
biht-398	222	13	drug	drug	NOUN
biht-398	222	14	development	development	NOUN
biht-398	222	15	:	:	PUNCT
biht-398	222	16	present	present	ADJ
biht-398	222	17	status	status	NOUN
biht-398	222	18	and	and	CCONJ
biht-398	222	19	future	future	ADJ
biht-398	222	20	prospects	prospect	NOUN
biht-398	222	21	.	.	PUNCT
biht-398	223	1	drug	drug	NOUN
biht-398	223	2	discov	discov	PROPN
biht-398	223	3	today	today	NOUN
biht-398	223	4	.	.	PUNCT
biht-398	224	1	2019;24(3):773–80	2019;24(3):773–80	NUM
biht-398	224	2	.	.	PUNCT
biht-398	225	1	https://doi.org/10.1016/j.drudis.2018.11.014	https://doi.org/10.1016/j.drudis.2018.11.014	NUM
biht-398	225	2	2	2	NUM
biht-398	225	3	.	.	PUNCT
biht-398	225	4	gartner	gartner	NOUN
biht-398	225	5	.	.	PUNCT
biht-398	226	1	understanding	understand	VERB
biht-398	226	2	gartner	gartner	PROPN
biht-398	226	3	’s	’s	PART
biht-398	226	4	hype	hype	NOUN
biht-398	226	5	cycles	cycle	NOUN
biht-398	227	1	[	[	X
biht-398	227	2	internet	internet	NOUN
biht-398	227	3	]	]	PUNCT
biht-398	227	4	.	.	PUNCT
biht-398	228	1	[	[	X
biht-398	228	2	cited	cite	VERB
biht-398	228	3	2024	2024	NUM
biht-398	228	4	sep	sep	NOUN
biht-398	228	5	19	19	NUM
biht-398	228	6	]	]	PUNCT
biht-398	228	7	.	.	PUNCT
biht-398	229	1	available	available	ADJ
biht-398	229	2	from	from	ADP
biht-398	229	3	:	:	PUNCT
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biht-398	229	5	documents/3887767	documents/3887767	NOUN
biht-398	229	6	3	3	NUM
biht-398	229	7	.	.	PUNCT
biht-398	229	8	yu	yu	PROPN
biht-398	229	9	kh	kh	PROPN
biht-398	229	10	,	,	PUNCT
biht-398	229	11	beam	beam	PROPN
biht-398	229	12	al	al	PROPN
biht-398	229	13	,	,	PUNCT
biht-398	229	14	kohane	kohane	PROPN
biht-398	229	15	is	be	AUX
biht-398	229	16	.	.	PUNCT
biht-398	230	1	artificial	artificial	ADJ
biht-398	230	2	intelligence	intelligence	NOUN
biht-398	230	3	in	in	ADP
biht-398	230	4	healthcare	healthcare	PROPN
biht-398	230	5	.	.	PUNCT
biht-398	231	1	nat	nat	PROPN
biht-398	231	2	biomed	biome	VERB
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biht-398	231	4	.	.	PUNCT
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biht-398	232	2	.	.	PUNCT
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biht-398	233	2	.	.	PUNCT
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biht-398	233	4	/	/	SYM
biht-398	233	5	s41551	s41551	NOUN
biht-398	233	6	-	-	PUNCT
biht-398	233	7	018	018	NUM
biht-398	233	8	-	-	PUNCT
biht-398	233	9	0305	0305	NUM
biht-398	233	10	-	-	PUNCT
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biht-398	233	12	4	4	NUM
biht-398	233	13	.	.	PUNCT
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biht-398	233	25	human	human	ADJ
biht-398	233	26	and	and	CCONJ
biht-398	233	27	artificial	artificial	ADJ
biht-398	233	28	intelligence	intelligence	NOUN
biht-398	233	29	.	.	PUNCT
biht-398	234	1	nat	nat	PROPN
biht-398	234	2	med	me	VERB
biht-398	234	3	.	.	PUNCT
biht-398	235	1	2019;25(1):44–56	2019;25(1):44–56	X
biht-398	235	2	.	.	X
biht-398	236	1	https://doi.org/10.1038/s41591-018-0300-7	https://doi.org/10.1038/s41591-018-0300-7	NUM
biht-398	236	2	5	5	NUM
biht-398	236	3	.	.	PUNCT
biht-398	237	1	zhavoronkov	zhavoronkov	PROPN
biht-398	237	2	a	a	DET
biht-398	237	3	,	,	PUNCT
biht-398	237	4	ivanenkov	ivanenkov	NOUN
biht-398	237	5	ya	ya	PROPN
biht-398	237	6	,	,	PUNCT
biht-398	237	7	aliper	aliper	PROPN
biht-398	237	8	a	a	PRON
biht-398	237	9	,	,	PUNCT
biht-398	237	10	veselov	veselov	NOUN
biht-398	237	11	ms	ms	PROPN
biht-398	237	12	,	,	PUNCT
biht-398	237	13	aladinskiy	aladinskiy	PROPN
biht-398	237	14	va	va	PROPN
biht-398	237	15	,	,	PUNCT
biht-398	237	16	aladinskaya	aladinskaya	NOUN
biht-398	237	17	av	av	PROPN
biht-398	237	18	,	,	PUNCT
biht-398	237	19	et	et	PROPN
biht-398	237	20	al	al	PROPN
biht-398	237	21	.	.	PUNCT
biht-398	238	1	deep	deep	ADJ
biht-398	238	2	learning	learning	NOUN
biht-398	238	3	enables	enable	VERB
biht-398	238	4	  	  	SPACE
biht-398	238	5	rapid	rapid	ADJ
biht-398	238	6	identification	identification	NOUN
biht-398	238	7	of	of	ADP
biht-398	238	8	potent	potent	ADJ
biht-398	238	9	ddr1	ddr1	PROPN
biht-398	238	10	kinase	kinase	PROPN
biht-398	238	11	inhibitors	inhibitor	NOUN
biht-398	238	12	.	.	PUNCT
biht-398	239	1	nat	nat	PROPN
biht-398	239	2	biotechnol	biotechnol	NOUN
biht-398	239	3	.	.	PUNCT
biht-398	240	1	2019;37(9):1038–40	2019;37(9):1038–40	ADJ
biht-398	240	2	.	.	PUNCT
biht-398	241	1	https://doi.org/10.1038/s41587-019-0224-x	https://doi.org/10.1038/s41587-019-0224-x	PROPN
biht-398	241	2	6	6	NUM
biht-398	241	3	.	.	PUNCT
biht-398	241	4	harrer	harrer	PROPN
biht-398	241	5	s	s	PROPN
biht-398	241	6	,	,	PUNCT
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biht-398	241	9	,	,	PUNCT
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biht-398	241	11	b	b	PROPN
biht-398	241	12	,	,	PUNCT
biht-398	241	13	hu	hu	PROPN
biht-398	241	14	j.	j.	PROPN
biht-398	241	15	artificial	artificial	PROPN
biht-398	241	16	intelligence	intelligence	NOUN
biht-398	241	17	for	for	ADP
biht-398	241	18	clinical	clinical	ADJ
biht-398	241	19	trial	trial	NOUN
biht-398	241	20	design	design	NOUN
biht-398	241	21	.	.	PUNCT
biht-398	242	1	trends	trend	NOUN
biht-398	242	2	pharmacol	pharmacol	PROPN
biht-398	242	3	sci	sci	PROPN
biht-398	242	4	.	.	PUNCT
biht-398	243	1	2019;40(8):577–91	2019;40(8):577–91	NUM
biht-398	243	2	.	.	PUNCT
biht-398	244	1	https://doi.org/10.1016/j.tips.2019.05.005	https://doi.org/10.1016/j.tips.2019.05.005	PROPN
biht-398	244	2	7	7	NUM
biht-398	244	3	.	.	PUNCT
biht-398	245	1	rajkomar	rajkomar	PROPN
biht-398	245	2	a	a	PRON
biht-398	245	3	,	,	PUNCT
biht-398	245	4	dean	dean	PROPN
biht-398	245	5	j	j	PROPN
biht-398	245	6	,	,	PUNCT
biht-398	245	7	kohane	kohane	PROPN
biht-398	245	8	i.	i.	PROPN
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biht-398	245	10	learning	learn	VERB
biht-398	245	11	in	in	ADP
biht-398	245	12	medicine	medicine	NOUN
biht-398	245	13	.	.	PUNCT
biht-398	246	1	n	n	PRON
biht-398	246	2	engl	engl	PROPN
biht-398	246	3	j	j	PROPN
biht-398	246	4	med	med	PROPN
biht-398	246	5	.	.	PUNCT
biht-398	247	1	2019;380(14):1347–58	2019;380(14):1347–58	NUM
biht-398	247	2	.	.	PUNCT
biht-398	248	1	https://doi.org/10.1056/	https://doi.org/10.1056/	PROPN
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biht-398	248	3	8	8	NUM
biht-398	248	4	.	.	PUNCT
biht-398	249	1	vayena	vayena	NOUN
biht-398	249	2	e	e	NOUN
biht-398	249	3	,	,	PUNCT
biht-398	249	4	blasimme	blasimme	PROPN
biht-398	249	5	a	a	PRON
biht-398	249	6	,	,	PUNCT
biht-398	249	7	cohen	cohen	PROPN
biht-398	249	8	ig	ig	PROPN
biht-398	249	9	.	.	PROPN
biht-398	249	10	machine	machine	NOUN
biht-398	249	11	learning	learning	NOUN
biht-398	249	12	in	in	ADP
biht-398	249	13	medicine	medicine	NOUN
biht-398	249	14	:	:	PUNCT
biht-398	249	15	addressing	address	VERB
biht-398	249	16	ethical	ethical	ADJ
biht-398	249	17	challenges	challenge	NOUN
biht-398	249	18	.	.	PUNCT
biht-398	250	1	plos	plos	PROPN
biht-398	250	2	med	med	PROPN
biht-398	250	3	.	.	PUNCT
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biht-398	251	2	.	.	PUNCT
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biht-398	252	3	.	.	PUNCT
biht-398	253	1	he	he	PRON
biht-398	253	2	j	j	PROPN
biht-398	253	3	,	,	PUNCT
biht-398	253	4	baxter	baxter	PROPN
biht-398	253	5	sl	sl	PROPN
biht-398	253	6	,	,	PUNCT
biht-398	253	7	xu	xu	PROPN
biht-398	253	8	j	j	PROPN
biht-398	253	9	,	,	PUNCT
biht-398	253	10	xu	xu	PROPN
biht-398	253	11	j	j	PROPN
biht-398	253	12	,	,	PUNCT
biht-398	253	13	zhou	zhou	PROPN
biht-398	253	14	x	x	PROPN
biht-398	253	15	,	,	PUNCT
biht-398	253	16	zhang	zhang	PROPN
biht-398	253	17	k.	k.	PROPN
biht-398	254	1	the	the	DET
biht-398	254	2	practical	practical	ADJ
biht-398	254	3	implementation	implementation	NOUN
biht-398	254	4	of	of	ADP
biht-398	254	5	artificial	artificial	ADJ
biht-398	254	6	intelligence	intelligence	NOUN
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biht-398	254	8	in	in	ADP
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biht-398	254	10	.	.	PUNCT
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biht-398	256	2	.	.	PUNCT
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biht-398	256	5	-	-	PUNCT
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biht-398	256	7	-	-	PUNCT
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biht-398	256	9	-	-	SYM
biht-398	256	10	0	0	NUM
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biht-398	256	12	.	.	PUNCT
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biht-398	256	15	,	,	PUNCT
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biht-398	256	17	a	a	DET
biht-398	256	18	,	,	PUNCT
biht-398	256	19	sukharevsky	sukharevsky	ADJ
biht-398	256	20	a	a	PRON
biht-398	256	21	,	,	PUNCT
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biht-398	256	24	a	a	DET
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biht-398	256	26	ai	ai	INTJ
biht-398	256	27	reset	reset	NOUN
biht-398	256	28	:	:	PUNCT
biht-398	256	29	rewiring	rewire	VERB
biht-398	256	30	to	to	PART
biht-398	256	31	turn	turn	VERB
biht-398	256	32	potential	potential	ADJ
biht-398	256	33	into	into	ADP
biht-398	256	34	value	value	NOUN
biht-398	256	35	in	in	ADP
biht-398	256	36	2024	2024	NUM
biht-398	256	37	[	[	X
biht-398	256	38	internet	internet	NOUN
biht-398	256	39	]	]	PUNCT
biht-398	256	40	.	.	PUNCT
biht-398	257	1	mckinsey	mckinsey	PROPN
biht-398	257	2	&	&	CCONJ
biht-398	257	3	company	company	PROPN
biht-398	257	4	;	;	PUNCT
biht-398	257	5	2024	2024	NUM
biht-398	257	6	[	[	PUNCT
biht-398	257	7	cited	cite	VERB
biht-398	257	8	2024	2024	NUM
biht-398	257	9	sep	sep	NOUN
biht-398	257	10	19	19	NUM
biht-398	257	11	]	]	PUNCT
biht-398	257	12	.	.	PUNCT
biht-398	258	1	available	available	ADJ
biht-398	258	2	from	from	ADP
biht-398	258	3	:	:	PUNCT
biht-398	258	4	https://www.mckinsey.com/capabilities/mckinsey-digital/	https://www.mckinsey.com/capabilities/mckinsey-digital/	X
biht-398	258	5	our	our	NOUN
biht-398	258	6	-	-	PUNCT
biht-398	258	7	insights	insight	NOUN
biht-398	258	8	/	/	SYM
biht-398	258	9	a	a	DET
biht-398	258	10	-	-	PUNCT
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biht-398	258	12	-	-	PUNCT
biht-398	258	13	ai	ai	NOUN
biht-398	258	14	-	-	PUNCT
biht-398	258	15	reset	reset	NOUN
biht-398	258	16	-	-	PUNCT
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biht-398	258	18	-	-	PUNCT
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biht-398	258	20	-	-	PUNCT
biht-398	258	21	turn	turn	VERB
biht-398	258	22	-	-	PUNCT
biht-398	258	23	potential	potential	NOUN
biht-398	258	24	-	-	PUNCT
biht-398	258	25	into	into	ADP
biht-398	258	26	-	-	PUNCT
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biht-398	258	28	-	-	PUNCT
biht-398	258	29	in-2024	in-2024	NOUN
biht-398	258	30	copyright	copyright	NOUN
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biht-398	258	37	-	-	PUNCT
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biht-398	258	51	(	(	PUNCT
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biht-398	258	63	to	to	PART
biht-398	258	64	distribute	distribute	VERB
biht-398	258	65	,	,	PUNCT
biht-398	258	66	adapt	adapt	VERB
biht-398	258	67	,	,	PUNCT
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