id	sid	tid	token	lemma	pos
ajm-1769	1	1	ajm	ajm	PROPN
ajm-1769	1	2	17(1	17(1	PROPN
ajm-1769	1	3	)	)	PUNCT
ajm-1769	1	4	master-lulu-revised.pdf	master-lulu-revised.pdf	PROPN
ajm-1769	1	5	10	10	NUM
ajm-1769	1	6	american	american	PROPN
ajm-1769	1	7	journal	journal	PROPN
ajm-1769	1	8	of	of	ADP
ajm-1769	1	9	management	management	NOUN
ajm-1769	1	10	vol	vol	NOUN
ajm-1769	1	11	.	.	PUNCT
ajm-1769	2	1	17(1	17(1	NUM
ajm-1769	2	2	)	)	PUNCT
ajm-1769	2	3	2017	2017	NUM
ajm-1769	2	4	personalized	personalized	ADJ
ajm-1769	2	5	medicine	medicine	NOUN
ajm-1769	2	6	and	and	CCONJ
ajm-1769	2	7	stakeholders	stakeholder	NOUN
ajm-1769	2	8	�	�	PROPN
ajm-1769	2	9	perceptions	perception	NOUN
ajm-1769	2	10	adaeze	adaeze	VERB
ajm-1769	2	11	aroh	aroh	PROPN
ajm-1769	2	12	university	university	PROPN
ajm-1769	2	13	of	of	ADP
ajm-1769	2	14	kentucky	kentucky	PROPN
ajm-1769	2	15	,	,	PUNCT
ajm-1769	2	16	teuta	teuta	ADJ
ajm-1769	2	17	cata	cata	NOUN
ajm-1769	2	18	,	,	PUNCT
ajm-1769	2	19	northern	northern	ADJ
ajm-1769	2	20	kentucky	kentucky	PROPN
ajm-1769	2	21	university	university	NOUN
ajm-1769	2	22	patients	patient	NOUN
ajm-1769	2	23	suffer	suffer	VERB
ajm-1769	2	24	the	the	DET
ajm-1769	2	25	same	same	ADJ
ajm-1769	2	26	form	form	NOUN
ajm-1769	2	27	of	of	ADP
ajm-1769	2	28	illness	illness	NOUN
ajm-1769	2	29	but	but	CCONJ
ajm-1769	2	30	their	their	PRON
ajm-1769	2	31	responses	response	NOUN
ajm-1769	2	32	to	to	ADP
ajm-1769	2	33	therapy	therapy	NOUN
ajm-1769	2	34	may	may	AUX
ajm-1769	2	35	differ	differ	VERB
ajm-1769	2	36	greatly	greatly	ADV
ajm-1769	2	37	.	.	PUNCT
ajm-1769	3	1	this	this	PRON
ajm-1769	3	2	can	can	AUX
ajm-1769	3	3	be	be	AUX
ajm-1769	3	4	attributed	attribute	VERB
ajm-1769	3	5	to	to	ADP
ajm-1769	3	6	their	their	PRON
ajm-1769	3	7	genetics	genetic	NOUN
ajm-1769	3	8	or	or	CCONJ
ajm-1769	3	9	other	other	ADJ
ajm-1769	3	10	environmental	environmental	ADJ
ajm-1769	3	11	factors	factor	NOUN
ajm-1769	3	12	.	.	PUNCT
ajm-1769	4	1	personalized	personalized	ADJ
ajm-1769	4	2	medicine	medicine	NOUN
ajm-1769	4	3	may	may	AUX
ajm-1769	4	4	improve	improve	VERB
ajm-1769	4	5	the	the	DET
ajm-1769	4	6	outcomes	outcome	NOUN
ajm-1769	4	7	of	of	ADP
ajm-1769	4	8	treatment	treatment	NOUN
ajm-1769	4	9	by	by	ADP
ajm-1769	4	10	understanding	understand	VERB
ajm-1769	4	11	the	the	DET
ajm-1769	4	12	individuals	individual	NOUN
ajm-1769	4	13	,	,	PUNCT
ajm-1769	4	14	causes	cause	NOUN
ajm-1769	4	15	of	of	ADP
ajm-1769	4	16	their	their	PRON
ajm-1769	4	17	disease	disease	NOUN
ajm-1769	4	18	,	,	PUNCT
ajm-1769	4	19	and	and	CCONJ
ajm-1769	4	20	the	the	DET
ajm-1769	4	21	best	good	ADJ
ajm-1769	4	22	treatment	treatment	NOUN
ajm-1769	4	23	for	for	ADP
ajm-1769	4	24	their	their	PRON
ajm-1769	4	25	cure	cure	NOUN
ajm-1769	4	26	.	.	PUNCT
ajm-1769	5	1	keywords	keyword	NOUN
ajm-1769	5	2	:	:	PUNCT
ajm-1769	5	3	personalized	personalized	ADJ
ajm-1769	5	4	medicine	medicine	NOUN
ajm-1769	5	5	,	,	PUNCT
ajm-1769	5	6	and	and	CCONJ
ajm-1769	5	7	warehousing	warehousing	NOUN
ajm-1769	5	8	,	,	PUNCT
ajm-1769	5	9	genetics	genetic	NOUN
ajm-1769	5	10	,	,	PUNCT
ajm-1769	5	11	pharmogenomics	pharmogenomic	NOUN
ajm-1769	5	12	,	,	PUNCT
ajm-1769	5	13	data	datum	NOUN
ajm-1769	5	14	security	security	NOUN
ajm-1769	5	15	clinical	clinical	ADJ
ajm-1769	5	16	data	datum	NOUN
ajm-1769	5	17	mining	mining	NOUN
ajm-1769	5	18	.	.	PUNCT
ajm-1769	6	1	introduction	introduction	NOUN
ajm-1769	6	2	the	the	DET
ajm-1769	6	3	health	health	NOUN
ajm-1769	6	4	information	information	NOUN
ajm-1769	6	5	technology	technology	NOUN
ajm-1769	6	6	for	for	ADP
ajm-1769	6	7	economic	economic	ADJ
ajm-1769	6	8	and	and	CCONJ
ajm-1769	6	9	clinical	clinical	ADJ
ajm-1769	6	10	health	health	NOUN
ajm-1769	6	11	(	(	PUNCT
ajm-1769	6	12	hitech	hitech	PROPN
ajm-1769	6	13	)	)	PUNCT
ajm-1769	6	14	act	act	NOUN
ajm-1769	6	15	and	and	CCONJ
ajm-1769	6	16	the	the	DET
ajm-1769	6	17	affordable	affordable	ADJ
ajm-1769	6	18	care	care	PROPN
ajm-1769	6	19	act	act	PROPN
ajm-1769	6	20	(	(	PUNCT
ajm-1769	6	21	aca	aca	PROPN
ajm-1769	6	22	)	)	PUNCT
ajm-1769	6	23	established	establish	VERB
ajm-1769	6	24	several	several	ADJ
ajm-1769	6	25	programs	program	NOUN
ajm-1769	6	26	intended	intend	VERB
ajm-1769	6	27	to	to	PART
ajm-1769	6	28	accelerate	accelerate	VERB
ajm-1769	6	29	the	the	DET
ajm-1769	6	30	transformation	transformation	NOUN
ajm-1769	6	31	of	of	ADP
ajm-1769	6	32	the	the	DET
ajm-1769	6	33	health	health	NOUN
ajm-1769	6	34	care	care	NOUN
ajm-1769	6	35	delivery	delivery	NOUN
ajm-1769	6	36	system	system	NOUN
ajm-1769	6	37	in	in	ADP
ajm-1769	6	38	the	the	DET
ajm-1769	6	39	united	united	PROPN
ajm-1769	6	40	states	states	PROPN
ajm-1769	6	41	(	(	PUNCT
ajm-1769	6	42	u.s	u.s	PROPN
ajm-1769	6	43	.	.	PROPN
ajm-1769	6	44	)	)	PUNCT
ajm-1769	6	45	.	.	PUNCT
ajm-1769	7	1	some	some	PRON
ajm-1769	7	2	of	of	ADP
ajm-1769	7	3	these	these	DET
ajm-1769	7	4	programs	program	NOUN
ajm-1769	7	5	include	include	VERB
ajm-1769	7	6	the	the	DET
ajm-1769	7	7	adoption	adoption	NOUN
ajm-1769	7	8	of	of	ADP
ajm-1769	7	9	the	the	DET
ajm-1769	7	10	electronic	electronic	ADJ
ajm-1769	7	11	health	health	NOUN
ajm-1769	7	12	record	record	NOUN
ajm-1769	7	13	and	and	CCONJ
ajm-1769	7	14	its	its	PRON
ajm-1769	7	15	meaningful	meaningful	ADJ
ajm-1769	7	16	use	use	NOUN
ajm-1769	7	17	,	,	PUNCT
ajm-1769	7	18	participation	participation	NOUN
ajm-1769	7	19	in	in	ADP
ajm-1769	7	20	accountable	accountable	ADJ
ajm-1769	7	21	care	care	NOUN
ajm-1769	7	22	organization	organization	NOUN
ajm-1769	7	23	and	and	CCONJ
ajm-1769	7	24	the	the	DET
ajm-1769	7	25	use	use	NOUN
ajm-1769	7	26	of	of	ADP
ajm-1769	7	27	clinical	clinical	ADJ
ajm-1769	7	28	decision	decision	NOUN
ajm-1769	7	29	support	support	NOUN
ajm-1769	7	30	(	(	PUNCT
ajm-1769	7	31	cds	cds	NOUN
ajm-1769	7	32	)	)	PUNCT
ajm-1769	7	33	systems	system	NOUN
ajm-1769	7	34	to	to	PART
ajm-1769	7	35	improve	improve	VERB
ajm-1769	7	36	point	point	NOUN
ajm-1769	7	37	-	-	PUNCT
ajm-1769	7	38	of	of	ADP
ajm-1769	7	39	-	-	PUNCT
ajm-1769	7	40	service	service	NOUN
ajm-1769	7	41	care	care	NOUN
ajm-1769	7	42	.	.	PUNCT
ajm-1769	8	1	these	these	DET
ajm-1769	8	2	initiatives	initiative	NOUN
ajm-1769	8	3	are	be	AUX
ajm-1769	8	4	major	major	ADJ
ajm-1769	8	5	drivers	driver	NOUN
ajm-1769	8	6	to	to	PART
ajm-1769	8	7	enhance	enhance	VERB
ajm-1769	8	8	clinical	clinical	ADJ
ajm-1769	8	9	data	datum	NOUN
ajm-1769	8	10	quality	quality	NOUN
ajm-1769	8	11	and	and	CCONJ
ajm-1769	8	12	availability	availability	NOUN
ajm-1769	8	13	(	(	PUNCT
ajm-1769	8	14	the	the	DET
ajm-1769	8	15	office	office	NOUN
ajm-1769	8	16	of	of	ADP
ajm-1769	8	17	the	the	DET
ajm-1769	8	18	national	national	ADJ
ajm-1769	8	19	coordinator	coordinator	NOUN
ajm-1769	8	20	for	for	ADP
ajm-1769	8	21	health	health	NOUN
ajm-1769	8	22	it	it	PRON
ajm-1769	8	23	)	)	PUNCT
ajm-1769	8	24	.	.	PUNCT
ajm-1769	9	1	currently	currently	ADV
ajm-1769	9	2	,	,	PUNCT
ajm-1769	9	3	there	there	PRON
ajm-1769	9	4	is	be	VERB
ajm-1769	9	5	much	much	ADJ
ajm-1769	9	6	data	datum	NOUN
ajm-1769	9	7	available	available	ADJ
ajm-1769	9	8	to	to	ADP
ajm-1769	9	9	health	health	NOUN
ajm-1769	9	10	care	care	NOUN
ajm-1769	9	11	delivery	delivery	NOUN
ajm-1769	9	12	organizations	organization	NOUN
ajm-1769	9	13	as	as	ADP
ajm-1769	9	14	a	a	DET
ajm-1769	9	15	byproduct	byproduct	NOUN
ajm-1769	9	16	of	of	ADP
ajm-1769	9	17	the	the	DET
ajm-1769	9	18	practice	practice	NOUN
ajm-1769	9	19	of	of	ADP
ajm-1769	9	20	medicine	medicine	NOUN
ajm-1769	9	21	and	and	CCONJ
ajm-1769	9	22	possibly	possibly	ADV
ajm-1769	9	23	the	the	DET
ajm-1769	9	24	adoption	adoption	NOUN
ajm-1769	9	25	of	of	ADP
ajm-1769	9	26	the	the	DET
ajm-1769	9	27	aforementioned	aforementioned	ADJ
ajm-1769	9	28	programs	program	NOUN
ajm-1769	9	29	.	.	PUNCT
ajm-1769	10	1	it	it	PRON
ajm-1769	10	2	is	be	AUX
ajm-1769	10	3	the	the	DET
ajm-1769	10	4	expectation	expectation	NOUN
ajm-1769	10	5	of	of	ADP
ajm-1769	10	6	health	health	NOUN
ajm-1769	10	7	care	care	NOUN
ajm-1769	10	8	practitioners	practitioner	NOUN
ajm-1769	10	9	,	,	PUNCT
ajm-1769	10	10	health	health	NOUN
ajm-1769	10	11	policy	policy	NOUN
ajm-1769	10	12	makers	maker	NOUN
ajm-1769	10	13	and	and	CCONJ
ajm-1769	10	14	care	care	NOUN
ajm-1769	10	15	organizations	organization	NOUN
ajm-1769	10	16	that	that	PRON
ajm-1769	10	17	the	the	DET
ajm-1769	10	18	accumulation	accumulation	NOUN
ajm-1769	10	19	of	of	ADP
ajm-1769	10	20	data	datum	NOUN
ajm-1769	10	21	will	will	AUX
ajm-1769	10	22	be	be	AUX
ajm-1769	10	23	valuable	valuable	ADJ
ajm-1769	10	24	for	for	ADP
ajm-1769	10	25	the	the	DET
ajm-1769	10	26	improvement	improvement	NOUN
ajm-1769	10	27	of	of	ADP
ajm-1769	10	28	the	the	DET
ajm-1769	10	29	u.s	u.s	PROPN
ajm-1769	10	30	.	.	PROPN
ajm-1769	10	31	and	and	CCONJ
ajm-1769	10	32	global	global	ADJ
ajm-1769	10	33	health	health	PROPN
ajm-1769	10	34	care	care	NOUN
ajm-1769	10	35	systems	system	NOUN
ajm-1769	10	36	.	.	PUNCT
ajm-1769	11	1	three	three	NUM
ajm-1769	11	2	major	major	ADJ
ajm-1769	11	3	areas	area	NOUN
ajm-1769	11	4	of	of	ADP
ajm-1769	11	5	using	use	VERB
ajm-1769	11	6	data	datum	NOUN
ajm-1769	11	7	to	to	PART
ajm-1769	11	8	enhance	enhance	VERB
ajm-1769	11	9	performance	performance	NOUN
ajm-1769	11	10	include	include	VERB
ajm-1769	11	11	improving	improve	VERB
ajm-1769	11	12	patient	patient	ADJ
ajm-1769	11	13	care	care	NOUN
ajm-1769	11	14	,	,	PUNCT
ajm-1769	11	15	reducing	reduce	VERB
ajm-1769	11	16	health	health	NOUN
ajm-1769	11	17	care	care	NOUN
ajm-1769	11	18	related	relate	VERB
ajm-1769	11	19	costs	cost	NOUN
ajm-1769	11	20	and	and	CCONJ
ajm-1769	11	21	managing	manage	VERB
ajm-1769	11	22	performance	performance	NOUN
ajm-1769	11	23	(	(	PUNCT
ajm-1769	11	24	rhoads	rhoad	NOUN
ajm-1769	11	25	&	&	CCONJ
ajm-1769	11	26	ferrara	ferrara	NOUN
ajm-1769	11	27	,	,	PUNCT
ajm-1769	11	28	2012	2012	NUM
ajm-1769	11	29	)	)	PUNCT
ajm-1769	11	30	.	.	PUNCT
ajm-1769	12	1	according	accord	VERB
ajm-1769	12	2	to	to	ADP
ajm-1769	12	3	pogorelc	pogorelc	NOUN
ajm-1769	12	4	(	(	PUNCT
ajm-1769	12	5	2013	2013	NUM
ajm-1769	12	6	)	)	PUNCT
ajm-1769	12	7	,	,	PUNCT
ajm-1769	12	8	most	most	ADJ
ajm-1769	12	9	hospitals	hospital	NOUN
ajm-1769	12	10	will	will	AUX
ajm-1769	12	11	produce	produce	VERB
ajm-1769	12	12	more	more	ADJ
ajm-1769	12	13	than	than	ADP
ajm-1769	12	14	665	665	NUM
ajm-1769	12	15	terabytes	terabyte	NOUN
ajm-1769	12	16	of	of	ADP
ajm-1769	12	17	data	datum	NOUN
ajm-1769	12	18	by	by	ADP
ajm-1769	12	19	2015	2015	NUM
ajm-1769	12	20	;	;	PUNCT
ajm-1769	12	21	this	this	DET
ajm-1769	12	22	rapid	rapid	ADJ
ajm-1769	12	23	data	data	NOUN
ajm-1769	12	24	growth	growth	NOUN
ajm-1769	12	25	in	in	ADP
ajm-1769	12	26	health	health	NOUN
ajm-1769	12	27	care	care	NOUN
ajm-1769	12	28	organizations	organization	NOUN
ajm-1769	12	29	presents	present	VERB
ajm-1769	12	30	both	both	CCONJ
ajm-1769	12	31	an	an	DET
ajm-1769	12	32	opportunity	opportunity	NOUN
ajm-1769	12	33	and	and	CCONJ
ajm-1769	12	34	a	a	DET
ajm-1769	12	35	challenge	challenge	NOUN
ajm-1769	12	36	for	for	ADP
ajm-1769	12	37	the	the	DET
ajm-1769	12	38	health	health	NOUN
ajm-1769	12	39	care	care	NOUN
ajm-1769	12	40	industry	industry	NOUN
ajm-1769	12	41	(	(	PUNCT
ajm-1769	12	42	pogorelc	pogorelc	VERB
ajm-1769	12	43	,	,	PUNCT
ajm-1769	12	44	2013	2013	NUM
ajm-1769	12	45	)	)	PUNCT
ajm-1769	12	46	.	.	PUNCT
ajm-1769	13	1	this	this	DET
ajm-1769	13	2	paper	paper	NOUN
ajm-1769	13	3	will	will	AUX
ajm-1769	13	4	discuss	discuss	VERB
ajm-1769	13	5	data	datum	NOUN
ajm-1769	13	6	warehousing	warehousing	NOUN
ajm-1769	13	7	and	and	CCONJ
ajm-1769	13	8	mining	mining	NOUN
ajm-1769	13	9	in	in	ADP
ajm-1769	13	10	health	health	NOUN
ajm-1769	13	11	care	care	NOUN
ajm-1769	13	12	,	,	PUNCT
ajm-1769	13	13	the	the	DET
ajm-1769	13	14	opportunities	opportunity	NOUN
ajm-1769	13	15	and	and	CCONJ
ajm-1769	13	16	challenges	challenge	VERB
ajm-1769	13	17	inherent	inherent	ADJ
ajm-1769	13	18	in	in	ADP
ajm-1769	13	19	the	the	DET
ajm-1769	13	20	use	use	NOUN
ajm-1769	13	21	of	of	ADP
ajm-1769	13	22	medical	medical	ADJ
ajm-1769	13	23	data	datum	NOUN
ajm-1769	13	24	and	and	CCONJ
ajm-1769	13	25	,	,	PUNCT
ajm-1769	13	26	specifically	specifically	ADV
ajm-1769	13	27	,	,	PUNCT
ajm-1769	13	28	the	the	DET
ajm-1769	13	29	application	application	NOUN
ajm-1769	13	30	of	of	ADP
ajm-1769	13	31	these	these	DET
ajm-1769	13	32	concepts	concept	NOUN
ajm-1769	13	33	in	in	ADP
ajm-1769	13	34	optimizing	optimize	VERB
ajm-1769	13	35	personalized	personalized	ADJ
ajm-1769	13	36	medicine	medicine	NOUN
ajm-1769	13	37	.	.	PUNCT
ajm-1769	14	1	literature	literature	NOUN
ajm-1769	14	2	review	review	PROPN
ajm-1769	14	3	data	datum	NOUN
ajm-1769	14	4	warehousing	warehousing	NOUN
ajm-1769	14	5	and	and	CCONJ
ajm-1769	14	6	mining	mining	NOUN
ajm-1769	14	7	in	in	ADP
ajm-1769	14	8	healthcare	healthcare	NOUN
ajm-1769	14	9	in	in	ADP
ajm-1769	14	10	recent	recent	ADJ
ajm-1769	14	11	times	time	NOUN
ajm-1769	14	12	,	,	PUNCT
ajm-1769	14	13	organizations	organization	NOUN
ajm-1769	14	14	have	have	AUX
ajm-1769	14	15	understood	understand	VERB
ajm-1769	14	16	the	the	DET
ajm-1769	14	17	opportunities	opportunity	NOUN
ajm-1769	14	18	inherent	inherent	ADJ
ajm-1769	14	19	in	in	ADP
ajm-1769	14	20	the	the	DET
ajm-1769	14	21	meaningful	meaningful	ADJ
ajm-1769	14	22	use	use	NOUN
ajm-1769	14	23	of	of	ADP
ajm-1769	14	24	data	datum	NOUN
ajm-1769	14	25	from	from	ADP
ajm-1769	14	26	their	their	PRON
ajm-1769	14	27	information	information	NOUN
ajm-1769	14	28	systems	system	NOUN
ajm-1769	14	29	for	for	ADP
ajm-1769	14	30	better	well	ADJ
ajm-1769	14	31	decision	decision	NOUN
ajm-1769	14	32	making	making	NOUN
ajm-1769	14	33	,	,	PUNCT
ajm-1769	14	34	cost	cost	NOUN
ajm-1769	14	35	savings	saving	NOUN
ajm-1769	14	36	,	,	PUNCT
ajm-1769	14	37	trending	trending	NOUN
ajm-1769	14	38	and	and	CCONJ
ajm-1769	14	39	prediction	prediction	NOUN
ajm-1769	14	40	of	of	ADP
ajm-1769	14	41	american	american	ADJ
ajm-1769	14	42	journal	journal	PROPN
ajm-1769	14	43	of	of	ADP
ajm-1769	14	44	management	management	NOUN
ajm-1769	14	45	vol	vol	NOUN
ajm-1769	14	46	.	.	PUNCT
ajm-1769	15	1	17(1	17(1	NUM
ajm-1769	15	2	)	)	PUNCT
ajm-1769	15	3	2017	2017	NUM
ajm-1769	15	4	11	11	NUM
ajm-1769	15	5	outcomes	outcome	NOUN
ajm-1769	15	6	.	.	PUNCT
ajm-1769	16	1	hence	hence	ADV
ajm-1769	16	2	,	,	PUNCT
ajm-1769	16	3	there	there	PRON
ajm-1769	16	4	is	be	VERB
ajm-1769	16	5	an	an	DET
ajm-1769	16	6	increasing	increase	VERB
ajm-1769	16	7	need	need	NOUN
ajm-1769	16	8	to	to	PART
ajm-1769	16	9	store	store	VERB
ajm-1769	16	10	vast	vast	ADJ
ajm-1769	16	11	amounts	amount	NOUN
ajm-1769	16	12	of	of	ADP
ajm-1769	16	13	data	datum	NOUN
ajm-1769	16	14	in	in	ADP
ajm-1769	16	15	what	what	PRON
ajm-1769	16	16	is	be	AUX
ajm-1769	16	17	currently	currently	ADV
ajm-1769	16	18	known	know	VERB
ajm-1769	16	19	as	as	ADP
ajm-1769	16	20	a	a	DET
ajm-1769	16	21	�	�	PROPN
ajm-1769	16	22	data	data	NOUN
ajm-1769	16	23	warehouse	warehouse	NOUN
ajm-1769	16	24	�	�	PROPN
ajm-1769	16	25	(pedersen	(pedersen	PROPN
ajm-1769	16	26	&	&	CCONJ
ajm-1769	16	27	jensen	jensen	PROPN
ajm-1769	16	28	)	)	PUNCT
ajm-1769	16	29	.	.	PUNCT
ajm-1769	17	1	according	accord	VERB
ajm-1769	17	2	to	to	ADP
ajm-1769	17	3	pedersen	pedersen	PROPN
ajm-1769	17	4	,	,	PUNCT
ajm-1769	17	5	the	the	DET
ajm-1769	17	6	functionality	functionality	NOUN
ajm-1769	17	7	offered	offer	VERB
ajm-1769	17	8	by	by	ADP
ajm-1769	17	9	data	datum	NOUN
ajm-1769	17	10	warehousing	warehousing	NOUN
ajm-1769	17	11	has	have	AUX
ajm-1769	17	12	traditionally	traditionally	ADV
ajm-1769	17	13	been	be	AUX
ajm-1769	17	14	used	use	VERB
ajm-1769	17	15	by	by	ADP
ajm-1769	17	16	businesses	business	NOUN
ajm-1769	17	17	,	,	PUNCT
ajm-1769	17	18	in	in	ADP
ajm-1769	17	19	the	the	DET
ajm-1769	17	20	areas	area	NOUN
ajm-1769	17	21	of	of	ADP
ajm-1769	17	22	retail	retail	PROPN
ajm-1769	17	23	&	&	CCONJ
ajm-1769	17	24	finance	finance	NOUN
ajm-1769	17	25	;	;	PUNCT
ajm-1769	17	26	but	but	CCONJ
ajm-1769	17	27	this	this	DET
ajm-1769	17	28	technology	technology	NOUN
ajm-1769	17	29	is	be	AUX
ajm-1769	17	30	now	now	ADV
ajm-1769	17	31	increasingly	increasingly	ADV
ajm-1769	17	32	being	be	AUX
ajm-1769	17	33	used	use	VERB
ajm-1769	17	34	in	in	ADP
ajm-1769	17	35	more	more	ADV
ajm-1769	17	36	scientific	scientific	ADJ
ajm-1769	17	37	areas(pedersen	areas(pedersen	PROPN
ajm-1769	17	38	&	&	CCONJ
ajm-1769	17	39	jensen	jensen	PROPN
ajm-1769	17	40	)	)	PUNCT
ajm-1769	17	41	.	.	PUNCT
ajm-1769	18	1	previously	previously	ADV
ajm-1769	18	2	,	,	PUNCT
ajm-1769	18	3	data	datum	NOUN
ajm-1769	18	4	warehousing	warehousing	NOUN
ajm-1769	18	5	was	be	AUX
ajm-1769	18	6	primarily	primarily	ADV
ajm-1769	18	7	used	use	VERB
ajm-1769	18	8	by	by	ADP
ajm-1769	18	9	corporations	corporation	NOUN
ajm-1769	18	10	to	to	PART
ajm-1769	18	11	obtain	obtain	VERB
ajm-1769	18	12	information	information	NOUN
ajm-1769	18	13	to	to	PART
ajm-1769	18	14	guide	guide	VERB
ajm-1769	18	15	management	management	NOUN
ajm-1769	18	16	and	and	CCONJ
ajm-1769	18	17	financial	financial	ADJ
ajm-1769	18	18	decision	decision	NOUN
ajm-1769	18	19	making	making	NOUN
ajm-1769	18	20	.	.	PUNCT
ajm-1769	19	1	initially	initially	ADV
ajm-1769	19	2	,	,	PUNCT
ajm-1769	19	3	the	the	DET
ajm-1769	19	4	use	use	NOUN
ajm-1769	19	5	of	of	ADP
ajm-1769	19	6	data	datum	NOUN
ajm-1769	19	7	warehousing	warehousing	NOUN
ajm-1769	19	8	was	be	AUX
ajm-1769	19	9	a	a	DET
ajm-1769	19	10	bit	bit	NOUN
ajm-1769	19	11	more	more	ADV
ajm-1769	19	12	complicated	complicated	ADJ
ajm-1769	19	13	as	as	SCONJ
ajm-1769	19	14	organizations	organization	NOUN
ajm-1769	19	15	held	hold	VERB
ajm-1769	19	16	their	their	PRON
ajm-1769	19	17	data	datum	NOUN
ajm-1769	19	18	in	in	ADP
ajm-1769	19	19	disparate	disparate	ADJ
ajm-1769	19	20	systems	system	NOUN
ajm-1769	19	21	(	(	PUNCT
ajm-1769	19	22	inmon	inmon	ADJ
ajm-1769	19	23	,	,	PUNCT
ajm-1769	19	24	2007	2007	NUM
ajm-1769	19	25	)	)	PUNCT
ajm-1769	19	26	.	.	PUNCT
ajm-1769	20	1	however	however	ADV
ajm-1769	20	2	,	,	PUNCT
ajm-1769	20	3	with	with	ADP
ajm-1769	20	4	progress	progress	NOUN
ajm-1769	20	5	,	,	PUNCT
ajm-1769	20	6	data	datum	NOUN
ajm-1769	20	7	warehousing	warehousing	NOUN
ajm-1769	20	8	,	,	PUNCT
ajm-1769	20	9	required	require	VERB
ajm-1769	20	10	the	the	DET
ajm-1769	20	11	integration	integration	NOUN
ajm-1769	20	12	of	of	ADP
ajm-1769	20	13	disparate	disparate	ADJ
ajm-1769	20	14	systems	system	NOUN
ajm-1769	20	15	for	for	ADP
ajm-1769	20	16	the	the	DET
ajm-1769	20	17	meaningful	meaningful	ADJ
ajm-1769	20	18	use	use	NOUN
ajm-1769	20	19	of	of	ADP
ajm-1769	20	20	information	information	NOUN
ajm-1769	20	21	.	.	PUNCT
ajm-1769	21	1	data	datum	NOUN
ajm-1769	21	2	warehousing	warehousing	NOUN
ajm-1769	21	3	as	as	ADP
ajm-1769	21	4	a	a	DET
ajm-1769	21	5	term	term	NOUN
ajm-1769	21	6	was	be	AUX
ajm-1769	21	7	first	first	ADV
ajm-1769	21	8	used	use	VERB
ajm-1769	21	9	by	by	ADP
ajm-1769	21	10	barry	barry	PROPN
ajm-1769	21	11	devlin	devlin	PROPN
ajm-1769	21	12	,	,	PUNCT
ajm-1769	21	13	but	but	CCONJ
ajm-1769	21	14	became	became	AUX
ajm-1769	21	15	popularized	popularize	VERB
ajm-1769	21	16	by	by	ADP
ajm-1769	21	17	bill	bill	PROPN
ajm-1769	21	18	inmon	inmon	PROPN
ajm-1769	21	19	who	who	PRON
ajm-1769	21	20	defined	define	VERB
ajm-1769	21	21	it	it	PRON
ajm-1769	21	22	as	as	ADP
ajm-1769	21	23	;	;	PUNCT
ajm-1769	21	24	�	�	X
ajm-1769	21	25	a	a	DET
ajm-1769	21	26	data	data	NOUN
ajm-1769	21	27	warehouse	warehouse	NOUN
ajm-1769	21	28	is	be	AUX
ajm-1769	21	29	a	a	DET
ajm-1769	21	30	subject	subject	NOUN
ajm-1769	21	31	oriented	orient	VERB
ajm-1769	21	32	,	,	PUNCT
ajm-1769	21	33	integrated	integrate	VERB
ajm-1769	21	34	,	,	PUNCT
ajm-1769	21	35	non	non	ADJ
ajm-1769	21	36	-	-	ADJ
ajm-1769	21	37	volatile	volatile	ADJ
ajm-1769	21	38	and	and	CCONJ
ajm-1769	21	39	time	time	NOUN
ajm-1769	21	40	-	-	PUNCT
ajm-1769	21	41	variant	variant	NOUN
ajm-1769	21	42	collection	collection	NOUN
ajm-1769	21	43	of	of	ADP
ajm-1769	21	44	data	datum	NOUN
ajm-1769	21	45	in	in	ADP
ajm-1769	21	46	support	support	NOUN
ajm-1769	21	47	of	of	ADP
ajm-1769	21	48	management	management	NOUN
ajm-1769	21	49	�	�	PROPN
ajm-1769	21	50	s	s	PART
ajm-1769	21	51	decision	decision	NOUN
ajm-1769	21	52	�	�	PROPN
ajm-1769	21	53	(	(	PUNCT
ajm-1769	21	54	pedersen	pedersen	PROPN
ajm-1769	21	55	&	&	CCONJ
ajm-1769	21	56	jensen	jensen	PROPN
ajm-1769	21	57	)	)	PUNCT
ajm-1769	21	58	.	.	PUNCT
ajm-1769	22	1	data	datum	NOUN
ajm-1769	22	2	in	in	ADP
ajm-1769	22	3	the	the	DET
ajm-1769	22	4	warehouse	warehouse	NOUN
ajm-1769	22	5	is	be	AUX
ajm-1769	22	6	optimized	optimize	VERB
ajm-1769	22	7	for	for	ADP
ajm-1769	22	8	analysis	analysis	NOUN
ajm-1769	22	9	rather	rather	ADV
ajm-1769	22	10	than	than	ADP
ajm-1769	22	11	for	for	ADP
ajm-1769	22	12	data	datum	NOUN
ajm-1769	22	13	entry	entry	NOUN
ajm-1769	22	14	.	.	PUNCT
ajm-1769	23	1	it	it	PRON
ajm-1769	23	2	is	be	AUX
ajm-1769	23	3	therefore	therefore	ADV
ajm-1769	23	4	used	use	VERB
ajm-1769	23	5	to	to	PART
ajm-1769	23	6	understand	understand	VERB
ajm-1769	23	7	and	and	CCONJ
ajm-1769	23	8	manage	manage	VERB
ajm-1769	23	9	the	the	DET
ajm-1769	23	10	enterprise	enterprise	NOUN
ajm-1769	23	11	both	both	CCONJ
ajm-1769	23	12	at	at	ADP
ajm-1769	23	13	a	a	DET
ajm-1769	23	14	strategic	strategic	ADJ
ajm-1769	23	15	and	and	CCONJ
ajm-1769	23	16	tactical	tactical	ADJ
ajm-1769	23	17	level	level	NOUN
ajm-1769	23	18	.	.	PUNCT
ajm-1769	24	1	gray	gray	ADJ
ajm-1769	24	2	and	and	CCONJ
ajm-1769	24	3	watson	watson	PROPN
ajm-1769	24	4	(	(	PUNCT
ajm-1769	24	5	1998	1998	NUM
ajm-1769	24	6	)	)	PUNCT
ajm-1769	24	7	posited	posit	VERB
ajm-1769	24	8	that	that	SCONJ
ajm-1769	24	9	data	datum	NOUN
ajm-1769	24	10	warehousing	warehousing	NOUN
ajm-1769	24	11	is	be	AUX
ajm-1769	24	12	fundamentally	fundamentally	ADV
ajm-1769	24	13	created	create	VERB
ajm-1769	24	14	to	to	PART
ajm-1769	24	15	provide	provide	VERB
ajm-1769	24	16	a	a	DET
ajm-1769	24	17	dedicated	dedicated	ADJ
ajm-1769	24	18	source	source	NOUN
ajm-1769	24	19	of	of	ADP
ajm-1769	24	20	data	datum	NOUN
ajm-1769	24	21	to	to	PART
ajm-1769	24	22	support	support	VERB
ajm-1769	24	23	decision	decision	NOUN
ajm-1769	24	24	making	make	VERB
ajm-1769	24	25	applications	application	NOUN
ajm-1769	24	26	.	.	PUNCT
ajm-1769	25	1	the	the	DET
ajm-1769	25	2	data	data	NOUN
ajm-1769	25	3	warehouse	warehouse	NOUN
ajm-1769	25	4	can	can	AUX
ajm-1769	25	5	provide	provide	VERB
ajm-1769	25	6	a	a	DET
ajm-1769	25	7	single	single	ADJ
ajm-1769	25	8	version	version	NOUN
ajm-1769	25	9	of	of	ADP
ajm-1769	25	10	the	the	DET
ajm-1769	25	11	truth	truth	NOUN
ajm-1769	25	12	by	by	ADP
ajm-1769	25	13	providing	provide	VERB
ajm-1769	25	14	users	user	NOUN
ajm-1769	25	15	and	and	CCONJ
ajm-1769	25	16	applications	application	NOUN
ajm-1769	25	17	access	access	NOUN
ajm-1769	25	18	to	to	ADP
ajm-1769	25	19	the	the	DET
ajm-1769	25	20	same	same	ADJ
ajm-1769	25	21	source	source	NOUN
ajm-1769	25	22	of	of	ADP
ajm-1769	25	23	information	information	NOUN
ajm-1769	25	24	(	(	PUNCT
ajm-1769	25	25	watson,2002	watson,2002	NOUN
ajm-1769	25	26	)	)	PUNCT
ajm-1769	25	27	.	.	PUNCT
ajm-1769	26	1	figure	figure	VERB
ajm-1769	26	2	1	1	NUM
ajm-1769	26	3	figure	figure	NOUN
ajm-1769	26	4	2	2	NUM
ajm-1769	26	5	picture	picture	NOUN
ajm-1769	26	6	source	source	NOUN
ajm-1769	26	7	:	:	PUNCT
ajm-1769	26	8	recent	recent	ADJ
ajm-1769	26	9	developments	development	NOUN
ajm-1769	26	10	in	in	ADP
ajm-1769	26	11	data	datum	NOUN
ajm-1769	26	12	warehousing	warehousing	NOUN
ajm-1769	26	13	(	(	PUNCT
ajm-1769	26	14	watson	watson	PROPN
ajm-1769	26	15	,	,	PUNCT
ajm-1769	26	16	2002	2002	NUM
ajm-1769	26	17	)	)	PUNCT
ajm-1769	26	18	.	.	PUNCT
ajm-1769	27	1	the	the	DET
ajm-1769	27	2	need	need	NOUN
ajm-1769	27	3	for	for	ADP
ajm-1769	27	4	a	a	DET
ajm-1769	27	5	clinical	clinical	ADJ
ajm-1769	27	6	or	or	CCONJ
ajm-1769	27	7	healthcare	healthcare	NOUN
ajm-1769	27	8	data	datum	NOUN
ajm-1769	27	9	warehouse	warehouse	NOUN
ajm-1769	27	10	is	be	AUX
ajm-1769	27	11	advocated	advocate	VERB
ajm-1769	27	12	by	by	ADP
ajm-1769	27	13	gray	gray	ADJ
ajm-1769	27	14	and	and	CCONJ
ajm-1769	27	15	watson	watson	PROPN
ajm-1769	27	16	(	(	PUNCT
ajm-1769	27	17	1998	1998	NUM
ajm-1769	27	18	)	)	PUNCT
ajm-1769	27	19	because	because	SCONJ
ajm-1769	27	20	it	it	PRON
ajm-1769	27	21	can	can	AUX
ajm-1769	27	22	provide	provide	VERB
ajm-1769	27	23	the	the	DET
ajm-1769	27	24	same	same	ADJ
ajm-1769	27	25	version	version	NOUN
ajm-1769	27	26	of	of	ADP
ajm-1769	27	27	data	datum	NOUN
ajm-1769	27	28	for	for	ADP
ajm-1769	27	29	various	various	ADJ
ajm-1769	27	30	needs	need	NOUN
ajm-1769	27	31	.	.	PUNCT
ajm-1769	28	1	the	the	DET
ajm-1769	28	2	provision	provision	NOUN
ajm-1769	28	3	of	of	ADP
ajm-1769	28	4	the	the	DET
ajm-1769	28	5	same	same	ADJ
ajm-1769	28	6	version	version	NOUN
ajm-1769	28	7	of	of	ADP
ajm-1769	28	8	12	12	NUM
ajm-1769	28	9	american	american	ADJ
ajm-1769	28	10	journal	journal	PROPN
ajm-1769	28	11	of	of	ADP
ajm-1769	28	12	management	management	NOUN
ajm-1769	28	13	vol	vol	NOUN
ajm-1769	28	14	.	.	PUNCT
ajm-1769	29	1	17(1	17(1	NUM
ajm-1769	29	2	)	)	PUNCT
ajm-1769	29	3	2017	2017	NUM
ajm-1769	29	4	data	datum	NOUN
ajm-1769	29	5	can	can	AUX
ajm-1769	29	6	save	save	VERB
ajm-1769	29	7	different	different	ADJ
ajm-1769	29	8	users	user	NOUN
ajm-1769	29	9	the	the	DET
ajm-1769	29	10	time	time	NOUN
ajm-1769	29	11	and	and	CCONJ
ajm-1769	29	12	resources	resource	NOUN
ajm-1769	29	13	to	to	PART
ajm-1769	29	14	write	write	VERB
ajm-1769	29	15	programs	program	NOUN
ajm-1769	29	16	to	to	PART
ajm-1769	29	17	answer	answer	VERB
ajm-1769	29	18	questions	question	NOUN
ajm-1769	29	19	on	on	ADP
ajm-1769	29	20	different	different	ADJ
ajm-1769	29	21	kinds	kind	NOUN
ajm-1769	29	22	of	of	ADP
ajm-1769	29	23	data	datum	NOUN
ajm-1769	29	24	.	.	PUNCT
ajm-1769	30	1	hence	hence	ADV
ajm-1769	30	2	increasing	increase	VERB
ajm-1769	30	3	the	the	DET
ajm-1769	30	4	focus	focus	NOUN
ajm-1769	30	5	on	on	ADP
ajm-1769	30	6	data	datum	NOUN
ajm-1769	30	7	analysis	analysis	NOUN
ajm-1769	30	8	rather	rather	ADV
ajm-1769	30	9	than	than	ADP
ajm-1769	30	10	data	datum	NOUN
ajm-1769	30	11	collection	collection	NOUN
ajm-1769	30	12	and	and	CCONJ
ajm-1769	30	13	cleansing	cleansing	NOUN
ajm-1769	30	14	.	.	PUNCT
ajm-1769	31	1	to	to	PART
ajm-1769	31	2	understand	understand	VERB
ajm-1769	31	3	healthcare	healthcare	NOUN
ajm-1769	31	4	issues	issue	NOUN
ajm-1769	31	5	and	and	CCONJ
ajm-1769	31	6	solutions	solution	NOUN
ajm-1769	31	7	,	,	PUNCT
ajm-1769	31	8	unbiased	unbiased	ADJ
ajm-1769	31	9	and	and	CCONJ
ajm-1769	31	10	timely	timely	ADJ
ajm-1769	31	11	data	datum	NOUN
ajm-1769	31	12	must	must	AUX
ajm-1769	31	13	be	be	AUX
ajm-1769	31	14	available	available	ADJ
ajm-1769	31	15	.	.	PUNCT
ajm-1769	32	1	healthcare	healthcare	NOUN
ajm-1769	32	2	data	datum	NOUN
ajm-1769	32	3	are	be	AUX
ajm-1769	32	4	usually	usually	ADV
ajm-1769	32	5	stored	store	VERB
ajm-1769	32	6	in	in	ADP
ajm-1769	32	7	diverse	diverse	ADJ
ajm-1769	32	8	formats	format	NOUN
ajm-1769	32	9	both	both	CCONJ
ajm-1769	32	10	logically	logically	ADV
ajm-1769	32	11	and	and	CCONJ
ajm-1769	32	12	physically	physically	ADV
ajm-1769	32	13	and	and	CCONJ
ajm-1769	32	14	it	it	PRON
ajm-1769	32	15	is	be	AUX
ajm-1769	32	16	limited	limit	VERB
ajm-1769	32	17	in	in	ADP
ajm-1769	32	18	scope	scope	NOUN
ajm-1769	32	19	of	of	ADP
ajm-1769	32	20	reports	report	NOUN
ajm-1769	32	21	therefore	therefore	ADV
ajm-1769	32	22	making	make	VERB
ajm-1769	32	23	it	it	PRON
ajm-1769	32	24	ripe	ripe	ADJ
ajm-1769	32	25	for	for	ADP
ajm-1769	32	26	the	the	DET
ajm-1769	32	27	application	application	NOUN
ajm-1769	32	28	of	of	ADP
ajm-1769	32	29	data	datum	NOUN
ajm-1769	32	30	warehousing	warehousing	NOUN
ajm-1769	32	31	technology	technology	NOUN
ajm-1769	32	32	to	to	PART
ajm-1769	32	33	integrate	integrate	VERB
ajm-1769	32	34	these	these	DET
ajm-1769	32	35	data	datum	NOUN
ajm-1769	32	36	sources	source	NOUN
ajm-1769	32	37	.	.	PUNCT
ajm-1769	33	1	data	datum	NOUN
ajm-1769	33	2	warehousing	warehousing	PROPN
ajm-1769	33	3	technology	technology	PROPN
ajm-1769	33	4	supports	support	VERB
ajm-1769	33	5	more	more	ADV
ajm-1769	33	6	effective	effective	ADJ
ajm-1769	33	7	healthcare	healthcare	NOUN
ajm-1769	33	8	decision	decision	NOUN
ajm-1769	33	9	-	-	PUNCT
ajm-1769	33	10	making	making	NOUN
ajm-1769	33	11	at	at	ADP
ajm-1769	33	12	both	both	CCONJ
ajm-1769	33	13	individual	individual	ADJ
ajm-1769	33	14	and	and	CCONJ
ajm-1769	33	15	community	community	NOUN
ajm-1769	33	16	levels	level	NOUN
ajm-1769	33	17	.	.	PUNCT
ajm-1769	34	1	in	in	ADP
ajm-1769	34	2	addition	addition	NOUN
ajm-1769	34	3	to	to	ADP
ajm-1769	34	4	administrative	administrative	ADJ
ajm-1769	34	5	uses	use	NOUN
ajm-1769	34	6	,	,	PUNCT
ajm-1769	34	7	different	different	ADJ
ajm-1769	34	8	clinical	clinical	ADJ
ajm-1769	34	9	uses	use	NOUN
ajm-1769	34	10	of	of	ADP
ajm-1769	34	11	data	datum	NOUN
ajm-1769	34	12	warehousing	warehousing	NOUN
ajm-1769	34	13	have	have	AUX
ajm-1769	34	14	been	be	AUX
ajm-1769	34	15	reported	report	VERB
ajm-1769	34	16	in	in	ADP
ajm-1769	34	17	the	the	DET
ajm-1769	34	18	last	last	ADJ
ajm-1769	34	19	15	15	NUM
ajm-1769	34	20	years	year	NOUN
ajm-1769	34	21	.	.	PUNCT
ajm-1769	35	1	for	for	ADP
ajm-1769	35	2	example	example	NOUN
ajm-1769	35	3	,	,	PUNCT
ajm-1769	35	4	data	datum	NOUN
ajm-1769	35	5	warehousing	warehousing	NOUN
ajm-1769	35	6	has	have	AUX
ajm-1769	35	7	been	be	AUX
ajm-1769	35	8	used	use	VERB
ajm-1769	35	9	for	for	ADP
ajm-1769	35	10	recruitment	recruitment	NOUN
ajm-1769	35	11	of	of	ADP
ajm-1769	35	12	participants	participant	NOUN
ajm-1769	35	13	for	for	ADP
ajm-1769	35	14	clinical	clinical	ADJ
ajm-1769	35	15	trials	trial	NOUN
ajm-1769	35	16	,	,	PUNCT
ajm-1769	35	17	gene	gene	NOUN
ajm-1769	35	18	-	-	PUNCT
ajm-1769	35	19	disease	disease	NOUN
ajm-1769	35	20	association	association	NOUN
ajm-1769	35	21	studies	study	NOUN
ajm-1769	35	22	,	,	PUNCT
ajm-1769	35	23	family	family	NOUN
ajm-1769	35	24	health	health	NOUN
ajm-1769	35	25	history	history	NOUN
ajm-1769	35	26	data	datum	NOUN
ajm-1769	35	27	patterns	pattern	NOUN
ajm-1769	35	28	,	,	PUNCT
ajm-1769	35	29	public	public	ADJ
ajm-1769	35	30	health	health	NOUN
ajm-1769	35	31	applications	application	NOUN
ajm-1769	35	32	,	,	PUNCT
ajm-1769	35	33	and	and	CCONJ
ajm-1769	35	34	trends	trend	NOUN
ajm-1769	35	35	in	in	ADP
ajm-1769	35	36	drug	drug	NOUN
ajm-1769	35	37	use	use	NOUN
ajm-1769	35	38	/	/	PUNCT
ajm-1769	35	39	cost	cost	NOUN
ajm-1769	35	40	/	/	SYM
ajm-1769	35	41	interactions	interaction	NOUN
ajm-1769	35	42	,	,	PUNCT
ajm-1769	35	43	infection	infection	NOUN
ajm-1769	35	44	surveillance	surveillance	NOUN
ajm-1769	35	45	and	and	CCONJ
ajm-1769	35	46	so	so	ADV
ajm-1769	35	47	on	on	ADV
ajm-1769	35	48	.	.	PUNCT
ajm-1769	36	1	moreover	moreover	ADV
ajm-1769	36	2	,	,	PUNCT
ajm-1769	36	3	it	it	PRON
ajm-1769	36	4	has	have	AUX
ajm-1769	36	5	also	also	ADV
ajm-1769	36	6	been	be	AUX
ajm-1769	36	7	found	find	VERB
ajm-1769	36	8	to	to	PART
ajm-1769	36	9	be	be	AUX
ajm-1769	36	10	a	a	DET
ajm-1769	36	11	fundamental	fundamental	ADJ
ajm-1769	36	12	tool	tool	NOUN
ajm-1769	36	13	in	in	ADP
ajm-1769	36	14	the	the	DET
ajm-1769	36	15	personalization	personalization	NOUN
ajm-1769	36	16	of	of	ADP
ajm-1769	36	17	patient	patient	ADJ
ajm-1769	36	18	care	care	NOUN
ajm-1769	36	19	(	(	PUNCT
ajm-1769	36	20	evans	evans	PROPN
ajm-1769	36	21	,	,	PUNCT
ajm-1769	36	22	lloyd	lloyd	PROPN
ajm-1769	36	23	,	,	PUNCT
ajm-1769	36	24	&	&	CCONJ
ajm-1769	36	25	pierce	pierce	PROPN
ajm-1769	36	26	)	)	PUNCT
ajm-1769	36	27	.	.	PUNCT
ajm-1769	37	1	data	datum	NOUN
ajm-1769	37	2	warehousing	warehousing	NOUN
ajm-1769	37	3	in	in	ADP
ajm-1769	37	4	healthcare	healthcare	PROPN
ajm-1769	37	5	is	be	AUX
ajm-1769	37	6	quite	quite	ADV
ajm-1769	37	7	challenging	challenging	ADJ
ajm-1769	37	8	because	because	SCONJ
ajm-1769	37	9	the	the	DET
ajm-1769	37	10	industry	industry	NOUN
ajm-1769	37	11	is	be	AUX
ajm-1769	37	12	ripe	ripe	ADJ
ajm-1769	37	13	with	with	ADP
ajm-1769	37	14	often	often	ADV
ajm-1769	37	15	incompatible	incompatible	ADJ
ajm-1769	37	16	medical	medical	ADJ
ajm-1769	37	17	standards	standard	NOUN
ajm-1769	37	18	&	&	CCONJ
ajm-1769	37	19	coding	code	VERB
ajm-1769	37	20	schemas	schema	NOUN
ajm-1769	37	21	.	.	PUNCT
ajm-1769	38	1	sensitive	sensitive	ADJ
ajm-1769	38	2	data	datum	NOUN
ajm-1769	38	3	may	may	AUX
ajm-1769	38	4	be	be	AUX
ajm-1769	38	5	obtained	obtain	VERB
ajm-1769	38	6	from	from	ADP
ajm-1769	38	7	several	several	ADJ
ajm-1769	38	8	sources	source	NOUN
ajm-1769	38	9	and	and	CCONJ
ajm-1769	38	10	be	be	AUX
ajm-1769	38	11	delivered	deliver	VERB
ajm-1769	38	12	in	in	ADP
ajm-1769	38	13	many	many	ADJ
ajm-1769	38	14	forms	form	NOUN
ajm-1769	38	15	which	which	PRON
ajm-1769	38	16	require	require	VERB
ajm-1769	38	17	added	add	VERB
ajm-1769	38	18	attention	attention	NOUN
ajm-1769	38	19	to	to	ADP
ajm-1769	38	20	privacy	privacy	NOUN
ajm-1769	38	21	and	and	CCONJ
ajm-1769	38	22	security	security	NOUN
ajm-1769	38	23	issues	issue	NOUN
ajm-1769	38	24	.	.	PUNCT
ajm-1769	39	1	another	another	DET
ajm-1769	39	2	major	major	ADJ
ajm-1769	39	3	issue	issue	NOUN
ajm-1769	39	4	is	be	AUX
ajm-1769	39	5	that	that	SCONJ
ajm-1769	39	6	the	the	DET
ajm-1769	39	7	health	health	NOUN
ajm-1769	39	8	care	care	NOUN
ajm-1769	39	9	industry	industry	NOUN
ajm-1769	39	10	is	be	AUX
ajm-1769	39	11	widely	widely	ADV
ajm-1769	39	12	decentralized	decentralize	VERB
ajm-1769	39	13	and	and	CCONJ
ajm-1769	39	14	largely	largely	ADV
ajm-1769	39	15	autonomous	autonomous	ADJ
ajm-1769	39	16	(	(	PUNCT
ajm-1769	39	17	berndt	berndt	PROPN
ajm-1769	39	18	,	,	PUNCT
ajm-1769	39	19	fisher	fisher	PROPN
ajm-1769	39	20	,	,	PUNCT
ajm-1769	39	21	hevner	hevner	NOUN
ajm-1769	39	22	,	,	PUNCT
ajm-1769	39	23	&	&	CCONJ
ajm-1769	39	24	studnicki	studnicki	PROPN
ajm-1769	39	25	,	,	PUNCT
ajm-1769	39	26	2001	2001	NUM
ajm-1769	39	27	)	)	PUNCT
ajm-1769	39	28	,	,	PUNCT
ajm-1769	39	29	which	which	PRON
ajm-1769	39	30	makes	make	VERB
ajm-1769	39	31	issues	issue	NOUN
ajm-1769	39	32	of	of	ADP
ajm-1769	39	33	data	datum	NOUN
ajm-1769	39	34	sharing	share	VERB
ajm-1769	39	35	quite	quite	ADV
ajm-1769	39	36	challenging	challenging	ADJ
ajm-1769	39	37	.	.	PUNCT
ajm-1769	40	1	as	as	SCONJ
ajm-1769	40	2	clinical	clinical	ADJ
ajm-1769	40	3	data	datum	NOUN
ajm-1769	40	4	warehousing	warehousing	NOUN
ajm-1769	40	5	is	be	AUX
ajm-1769	40	6	being	be	AUX
ajm-1769	40	7	adopted	adopt	VERB
ajm-1769	40	8	rapidly	rapidly	ADV
ajm-1769	40	9	by	by	ADP
ajm-1769	40	10	health	health	NOUN
ajm-1769	40	11	care	care	NOUN
ajm-1769	40	12	systems	system	NOUN
ajm-1769	40	13	,	,	PUNCT
ajm-1769	40	14	the	the	DET
ajm-1769	40	15	value	value	NOUN
ajm-1769	40	16	of	of	ADP
ajm-1769	40	17	these	these	DET
ajm-1769	40	18	information	information	NOUN
ajm-1769	40	19	systems	system	NOUN
ajm-1769	40	20	can	can	AUX
ajm-1769	40	21	not	not	PART
ajm-1769	40	22	be	be	AUX
ajm-1769	40	23	harnessed	harness	VERB
ajm-1769	40	24	without	without	ADP
ajm-1769	40	25	applying	apply	VERB
ajm-1769	40	26	data	datum	NOUN
ajm-1769	40	27	mining	mining	NOUN
ajm-1769	40	28	technology	technology	NOUN
ajm-1769	40	29	.	.	PUNCT
ajm-1769	41	1	data	datum	NOUN
ajm-1769	41	2	mining	mining	NOUN
ajm-1769	41	3	tools	tool	NOUN
ajm-1769	41	4	are	be	AUX
ajm-1769	41	5	search	search	NOUN
ajm-1769	41	6	tools	tool	NOUN
ajm-1769	41	7	that	that	PRON
ajm-1769	41	8	originated	originate	VERB
ajm-1769	41	9	in	in	ADP
ajm-1769	41	10	statistics	statistic	NOUN
ajm-1769	41	11	,	,	PUNCT
ajm-1769	41	12	computer	computer	NOUN
ajm-1769	41	13	science	science	NOUN
ajm-1769	41	14	,	,	PUNCT
ajm-1769	41	15	and	and	CCONJ
ajm-1769	41	16	other	other	ADJ
ajm-1769	41	17	non	non	ADJ
ajm-1769	41	18	-	-	ADJ
ajm-1769	41	19	biomedical	biomedical	ADJ
ajm-1769	41	20	disciplines	discipline	NOUN
ajm-1769	41	21	to	to	PART
ajm-1769	41	22	find	find	VERB
ajm-1769	41	23	associations	association	NOUN
ajm-1769	41	24	among	among	ADP
ajm-1769	41	25	variables	variable	NOUN
ajm-1769	41	26	that	that	PRON
ajm-1769	41	27	may	may	AUX
ajm-1769	41	28	be	be	AUX
ajm-1769	41	29	useful	useful	ADJ
ajm-1769	41	30	in	in	ADP
ajm-1769	41	31	making	make	VERB
ajm-1769	41	32	management	management	NOUN
ajm-1769	41	33	decisions(mullins	decisions(mullin	NOUN
ajm-1769	41	34	et	et	NOUN
ajm-1769	41	35	al	al	PROPN
ajm-1769	41	36	.	.	PROPN
ajm-1769	41	37	,	,	PUNCT
ajm-1769	41	38	2006	2006	NUM
ajm-1769	41	39	)	)	PUNCT
ajm-1769	41	40	.	.	PUNCT
ajm-1769	42	1	data	datum	NOUN
ajm-1769	42	2	mining	mining	NOUN
ajm-1769	42	3	is	be	AUX
ajm-1769	42	4	the	the	DET
ajm-1769	42	5	process	process	NOUN
ajm-1769	42	6	of	of	ADP
ajm-1769	42	7	selecting	selecting	NOUN
ajm-1769	42	8	,	,	PUNCT
ajm-1769	42	9	exploring	explore	VERB
ajm-1769	42	10	and	and	CCONJ
ajm-1769	42	11	modeling	model	VERB
ajm-1769	42	12	large	large	ADJ
ajm-1769	42	13	amounts	amount	NOUN
ajm-1769	42	14	of	of	ADP
ajm-1769	42	15	data	datum	NOUN
ajm-1769	42	16	.	.	PUNCT
ajm-1769	43	1	data	datum	NOUN
ajm-1769	43	2	mining	mining	NOUN
ajm-1769	43	3	has	have	AUX
ajm-1769	43	4	been	be	AUX
ajm-1769	43	5	defined	define	VERB
ajm-1769	43	6	variedly	variedly	ADV
ajm-1769	43	7	.	.	PUNCT
ajm-1769	44	1	for	for	ADP
ajm-1769	44	2	example	example	NOUN
ajm-1769	44	3	,	,	PUNCT
ajm-1769	44	4	yoo	yoo	PROPN
ajm-1769	44	5	et	et	PROPN
ajm-1769	44	6	al	al	PROPN
ajm-1769	44	7	.	.	PROPN
ajm-1769	45	1	(	(	PUNCT
ajm-1769	45	2	2012	2012	NUM
ajm-1769	45	3	)	)	PUNCT
ajm-1769	45	4	defined	define	VERB
ajm-1769	45	5	data	datum	NOUN
ajm-1769	45	6	mining	mining	NOUN
ajm-1769	45	7	as	as	ADP
ajm-1769	45	8	�	�	PROPN
ajm-1769	45	9	the	the	DET
ajm-1769	45	10	analysis	analysis	NOUN
ajm-1769	45	11	of	of	ADP
ajm-1769	45	12	(	(	PUNCT
ajm-1769	45	13	often	often	ADV
ajm-1769	45	14	large	large	ADJ
ajm-1769	45	15	)	)	PUNCT
ajm-1769	45	16	observational	observational	ADJ
ajm-1769	45	17	data	datum	NOUN
ajm-1769	45	18	sets	set	NOUN
ajm-1769	45	19	to	to	PART
ajm-1769	45	20	find	find	VERB
ajm-1769	45	21	unsuspected	unsuspected	ADJ
ajm-1769	45	22	relationships	relationship	NOUN
ajm-1769	45	23	and	and	CCONJ
ajm-1769	45	24	to	to	PART
ajm-1769	45	25	summarize	summarize	VERB
ajm-1769	45	26	the	the	DET
ajm-1769	45	27	data	datum	NOUN
ajm-1769	45	28	in	in	ADP
ajm-1769	45	29	novel	novel	ADJ
ajm-1769	45	30	ways	way	NOUN
ajm-1769	45	31	that	that	PRON
ajm-1769	45	32	are	be	AUX
ajm-1769	45	33	both	both	ADV
ajm-1769	45	34	understandable	understandable	ADJ
ajm-1769	45	35	and	and	CCONJ
ajm-1769	45	36	useful	useful	ADJ
ajm-1769	45	37	to	to	ADP
ajm-1769	45	38	the	the	DET
ajm-1769	45	39	data	data	PROPN
ajm-1769	45	40	owner	owner	PROPN
ajm-1769	45	41	�	�	PROPN
ajm-1769	45	42	(	(	PUNCT
ajm-1769	45	43	yoo	yoo	PROPN
ajm-1769	45	44	et	et	PROPN
ajm-1769	45	45	al	al	PROPN
ajm-1769	45	46	.	.	PROPN
ajm-1769	45	47	,	,	PUNCT
ajm-1769	45	48	2012	2012	NUM
ajm-1769	45	49	)	)	PUNCT
ajm-1769	45	50	.	.	PUNCT
ajm-1769	46	1	kaur	kaur	PROPN
ajm-1769	46	2	and	and	CCONJ
ajm-1769	46	3	wasan	wasan	PROPN
ajm-1769	46	4	(	(	PUNCT
ajm-1769	46	5	2006	2006	NUM
ajm-1769	46	6	)	)	PUNCT
ajm-1769	46	7	also	also	ADV
ajm-1769	46	8	defined	define	VERB
ajm-1769	46	9	it	it	PRON
ajm-1769	46	10	as	as	ADP
ajm-1769	46	11	the	the	DET
ajm-1769	46	12	non	non	ADJ
ajm-1769	46	13	-	-	ADJ
ajm-1769	46	14	trivial	trivial	ADJ
ajm-1769	46	15	extraction	extraction	NOUN
ajm-1769	46	16	of	of	ADP
ajm-1769	46	17	implicit	implicit	ADJ
ajm-1769	46	18	previously	previously	ADV
ajm-1769	46	19	unknown	unknown	ADJ
ajm-1769	46	20	and	and	CCONJ
ajm-1769	46	21	potentially	potentially	ADV
ajm-1769	46	22	useful	useful	ADJ
ajm-1769	46	23	information	information	NOUN
ajm-1769	46	24	about	about	ADP
ajm-1769	46	25	data	datum	NOUN
ajm-1769	46	26	.	.	PUNCT
ajm-1769	47	1	data	datum	NOUN
ajm-1769	47	2	mining	mining	NOUN
ajm-1769	47	3	enables	enable	VERB
ajm-1769	47	4	the	the	DET
ajm-1769	47	5	generation	generation	NOUN
ajm-1769	47	6	of	of	ADP
ajm-1769	47	7	scientific	scientific	ADJ
ajm-1769	47	8	hypotheses	hypothesis	NOUN
ajm-1769	47	9	from	from	ADP
ajm-1769	47	10	large	large	ADJ
ajm-1769	47	11	experimental	experimental	ADJ
ajm-1769	47	12	data	datum	NOUN
ajm-1769	47	13	sets	set	NOUN
ajm-1769	47	14	and	and	CCONJ
ajm-1769	47	15	from	from	ADP
ajm-1769	47	16	biomedical	biomedical	ADJ
ajm-1769	47	17	literature	literature	NOUN
ajm-1769	47	18	by	by	ADP
ajm-1769	47	19	bridging	bridge	VERB
ajm-1769	47	20	the	the	DET
ajm-1769	47	21	gap	gap	NOUN
ajm-1769	47	22	between	between	ADP
ajm-1769	47	23	data	datum	NOUN
ajm-1769	47	24	availability	availability	NOUN
ajm-1769	47	25	and	and	CCONJ
ajm-1769	47	26	the	the	DET
ajm-1769	47	27	use	use	NOUN
ajm-1769	47	28	of	of	ADP
ajm-1769	47	29	knowledge	knowledge	NOUN
ajm-1769	47	30	that	that	PRON
ajm-1769	47	31	can	can	AUX
ajm-1769	47	32	be	be	AUX
ajm-1769	47	33	derived	derive	VERB
ajm-1769	47	34	from	from	ADP
ajm-1769	47	35	it	it	PRON
ajm-1769	47	36	(	(	PUNCT
ajm-1769	47	37	yoo	yoo	PROPN
ajm-1769	47	38	et	et	PROPN
ajm-1769	47	39	al	al	PROPN
ajm-1769	47	40	.	.	PROPN
ajm-1769	47	41	,	,	PUNCT
ajm-1769	47	42	2012	2012	NUM
ajm-1769	47	43	)	)	PUNCT
ajm-1769	47	44	.	.	PUNCT
ajm-1769	48	1	often	often	ADV
ajm-1769	48	2	times	time	NOUN
ajm-1769	48	3	,	,	PUNCT
ajm-1769	48	4	the	the	DET
ajm-1769	48	5	concept	concept	NOUN
ajm-1769	48	6	of	of	ADP
ajm-1769	48	7	data	datum	NOUN
ajm-1769	48	8	mining	mining	NOUN
ajm-1769	48	9	and	and	CCONJ
ajm-1769	48	10	knowledge	knowledge	NOUN
ajm-1769	48	11	discovery	discovery	NOUN
ajm-1769	48	12	in	in	ADP
ajm-1769	48	13	databases	database	NOUN
ajm-1769	48	14	(	(	PUNCT
ajm-1769	48	15	kdd	kdd	PROPN
ajm-1769	48	16	)	)	PUNCT
ajm-1769	48	17	have	have	AUX
ajm-1769	48	18	been	be	AUX
ajm-1769	48	19	used	use	VERB
ajm-1769	48	20	interchangeably	interchangeably	ADV
ajm-1769	48	21	;	;	PUNCT
ajm-1769	48	22	however	however	ADV
ajm-1769	48	23	,	,	PUNCT
ajm-1769	48	24	both	both	DET
ajm-1769	48	25	concepts	concept	NOUN
ajm-1769	48	26	are	be	AUX
ajm-1769	48	27	quite	quite	ADV
ajm-1769	48	28	distinct	distinct	ADJ
ajm-1769	48	29	.	.	PUNCT
ajm-1769	49	1	according	accord	VERB
ajm-1769	49	2	to	to	ADP
ajm-1769	49	3	fayyad	fayyad	PROPN
ajm-1769	49	4	et	et	PROPN
ajm-1769	49	5	al	al	PROPN
ajm-1769	49	6	,	,	PUNCT
ajm-1769	49	7	(	(	PUNCT
ajm-1769	49	8	1996	1996	NUM
ajm-1769	49	9	)	)	PUNCT
ajm-1769	49	10	data	datum	NOUN
ajm-1769	49	11	mining	mining	NOUN
ajm-1769	49	12	is	be	AUX
ajm-1769	49	13	one	one	NUM
ajm-1769	49	14	of	of	ADP
ajm-1769	49	15	the	the	DET
ajm-1769	49	16	steps	step	NOUN
ajm-1769	49	17	(	(	PUNCT
ajm-1769	49	18	selection	selection	NOUN
ajm-1769	49	19	,	,	PUNCT
ajm-1769	49	20	pre	pre	ADJ
ajm-1769	49	21	-	-	ADJ
ajm-1769	49	22	processing	processing	ADJ
ajm-1769	49	23	,	,	PUNCT
ajm-1769	49	24	transformation	transformation	NOUN
ajm-1769	49	25	,	,	PUNCT
ajm-1769	49	26	data	datum	NOUN
ajm-1769	49	27	mining	mining	NOUN
ajm-1769	49	28	and	and	CCONJ
ajm-1769	49	29	interpretation	interpretation	NOUN
ajm-1769	49	30	/	/	SYM
ajm-1769	49	31	evaluation	evaluation	NOUN
ajm-1769	49	32	)	)	PUNCT
ajm-1769	49	33	of	of	ADP
ajm-1769	49	34	kdd	kdd	PROPN
ajm-1769	49	35	which	which	PRON
ajm-1769	49	36	involves	involve	VERB
ajm-1769	49	37	fitting	fitting	ADJ
ajm-1769	49	38	models	model	NOUN
ajm-1769	49	39	to	to	ADP
ajm-1769	49	40	or	or	CCONJ
ajm-1769	49	41	determining	determine	VERB
ajm-1769	49	42	patterns	pattern	NOUN
ajm-1769	49	43	from	from	ADP
ajm-1769	49	44	observed	observed	ADJ
ajm-1769	49	45	data	datum	NOUN
ajm-1769	49	46	while	while	SCONJ
ajm-1769	49	47	kdd	kdd	PROPN
ajm-1769	49	48	refers	refer	VERB
ajm-1769	49	49	to	to	ADP
ajm-1769	49	50	the	the	DET
ajm-1769	49	51	overall	overall	ADJ
ajm-1769	49	52	process	process	NOUN
ajm-1769	49	53	of	of	ADP
ajm-1769	49	54	discovering	discover	VERB
ajm-1769	49	55	useful	useful	ADJ
ajm-1769	49	56	knowledge	knowledge	NOUN
ajm-1769	49	57	from	from	ADP
ajm-1769	49	58	data	datum	NOUN
ajm-1769	49	59	such	such	ADJ
ajm-1769	49	60	as	as	ADP
ajm-1769	49	61	data	datum	NOUN
ajm-1769	49	62	cleaning	cleaning	NOUN
ajm-1769	49	63	and	and	CCONJ
ajm-1769	49	64	incorporation	incorporation	NOUN
ajm-1769	49	65	of	of	ADP
ajm-1769	49	66	heuristics(fayyad	heuristics(fayyad	NOUN
ajm-1769	49	67	,	,	PUNCT
ajm-1769	49	68	piatetsky	piatetsky	NOUN
ajm-1769	49	69	-	-	PUNCT
ajm-1769	49	70	shapiro	shapiro	PROPN
ajm-1769	49	71	,	,	PUNCT
ajm-1769	49	72	&	&	CCONJ
ajm-1769	49	73	smyth	smyth	PROPN
ajm-1769	49	74	,	,	PUNCT
ajm-1769	49	75	1996	1996	NUM
ajm-1769	49	76	)	)	PUNCT
ajm-1769	49	77	.	.	PUNCT
ajm-1769	50	1	in	in	ADP
ajm-1769	50	2	health	health	NOUN
ajm-1769	50	3	care	care	NOUN
ajm-1769	50	4	practice	practice	NOUN
ajm-1769	50	5	,	,	PUNCT
ajm-1769	50	6	data	datum	NOUN
ajm-1769	50	7	mining	mining	NOUN
ajm-1769	50	8	has	have	AUX
ajm-1769	50	9	been	be	AUX
ajm-1769	50	10	used	use	VERB
ajm-1769	50	11	to	to	PART
ajm-1769	50	12	reduce	reduce	VERB
ajm-1769	50	13	adverse	adverse	ADJ
ajm-1769	50	14	drug	drug	NOUN
ajm-1769	50	15	effects	effect	NOUN
ajm-1769	50	16	and	and	CCONJ
ajm-1769	50	17	also	also	ADV
ajm-1769	50	18	to	to	PART
ajm-1769	50	19	suggest	suggest	VERB
ajm-1769	50	20	cheaper	cheap	ADJ
ajm-1769	50	21	and	and	CCONJ
ajm-1769	50	22	safer	safe	ADJ
ajm-1769	50	23	alternatives	alternative	NOUN
ajm-1769	50	24	.	.	PUNCT
ajm-1769	51	1	areas	area	NOUN
ajm-1769	51	2	where	where	SCONJ
ajm-1769	51	3	data	datum	NOUN
ajm-1769	51	4	mining	mining	NOUN
ajm-1769	51	5	techniques	technique	NOUN
ajm-1769	51	6	have	have	AUX
ajm-1769	51	7	been	be	AUX
ajm-1769	51	8	applied	apply	VERB
ajm-1769	51	9	successfully	successfully	ADV
ajm-1769	51	10	in	in	ADP
ajm-1769	51	11	healthcare	healthcare	NOUN
ajm-1769	51	12	management	management	NOUN
ajm-1769	51	13	include	include	VERB
ajm-1769	51	14	but	but	CCONJ
ajm-1769	51	15	are	be	AUX
ajm-1769	51	16	not	not	PART
ajm-1769	51	17	limited	limit	VERB
ajm-1769	51	18	to	to	ADP
ajm-1769	51	19	:	:	PUNCT
ajm-1769	51	20	executive	executive	ADJ
ajm-1769	51	21	information	information	NOUN
ajm-1769	51	22	system	system	NOUN
ajm-1769	51	23	for	for	ADP
ajm-1769	51	24	health	health	NOUN
ajm-1769	51	25	care	care	NOUN
ajm-1769	51	26	;	;	PUNCT
ajm-1769	51	27	forecasting	forecast	VERB
ajm-1769	51	28	treatment	treatment	NOUN
ajm-1769	51	29	costs	cost	NOUN
ajm-1769	51	30	and	and	CCONJ
ajm-1769	51	31	demand	demand	NOUN
ajm-1769	51	32	of	of	ADP
ajm-1769	51	33	resources	resource	NOUN
ajm-1769	51	34	;	;	PUNCT
ajm-1769	51	35	anticipating	anticipate	VERB
ajm-1769	51	36	patient	patient	NOUN
ajm-1769	51	37	�	�	PROPN
ajm-1769	51	38	s	s	PART
ajm-1769	51	39	future	future	ADJ
ajm-1769	51	40	behavior	behavior	NOUN
ajm-1769	51	41	given	give	VERB
ajm-1769	51	42	their	their	PRON
ajm-1769	51	43	history	history	NOUN
ajm-1769	51	44	;	;	PUNCT
ajm-1769	51	45	public	public	ADJ
ajm-1769	51	46	health	health	NOUN
ajm-1769	51	47	informatics	informatic	NOUN
ajm-1769	51	48	;	;	PUNCT
ajm-1769	51	49	e	e	X
ajm-1769	51	50	-	-	NOUN
ajm-1769	51	51	governance	governance	ADJ
ajm-1769	51	52	structures	structure	NOUN
ajm-1769	51	53	in	in	ADP
ajm-1769	51	54	health	health	NOUN
ajm-1769	51	55	care	care	NOUN
ajm-1769	51	56	;	;	PUNCT
ajm-1769	51	57	health	health	NOUN
ajm-1769	51	58	insurance	insurance	NOUN
ajm-1769	51	59	,	,	PUNCT
ajm-1769	51	60	etc	etc	X
ajm-1769	51	61	.	.	X
ajm-1769	52	1	(	(	PUNCT
ajm-1769	52	2	kaur	kaur	PROPN
ajm-1769	52	3	&	&	CCONJ
ajm-1769	52	4	wasan	wasan	PROPN
ajm-1769	52	5	,	,	PUNCT
ajm-1769	52	6	2006	2006	NUM
ajm-1769	52	7	)	)	PUNCT
ajm-1769	52	8	.	.	PUNCT
ajm-1769	53	1	an	an	DET
ajm-1769	53	2	emerging	emerge	VERB
ajm-1769	53	3	field	field	NOUN
ajm-1769	53	4	of	of	ADP
ajm-1769	53	5	healthcare	healthcare	NOUN
ajm-1769	53	6	where	where	SCONJ
ajm-1769	53	7	data	datum	NOUN
ajm-1769	53	8	warehousing	warehousing	NOUN
ajm-1769	53	9	and	and	CCONJ
ajm-1769	53	10	mining	mining	NOUN
ajm-1769	53	11	is	be	AUX
ajm-1769	53	12	of	of	ADP
ajm-1769	53	13	absolute	absolute	ADJ
ajm-1769	53	14	importance	importance	NOUN
ajm-1769	53	15	is	be	AUX
ajm-1769	53	16	personalized	personalize	VERB
ajm-1769	53	17	medicine	medicine	NOUN
ajm-1769	53	18	.	.	PUNCT
ajm-1769	54	1	personalized	personalized	ADJ
ajm-1769	54	2	medicine	medicine	NOUN
ajm-1769	54	3	is	be	AUX
ajm-1769	54	4	a	a	DET
ajm-1769	54	5	new	new	ADJ
ajm-1769	54	6	trend	trend	NOUN
ajm-1769	54	7	of	of	ADP
ajm-1769	54	8	patient	patient	ADJ
ajm-1769	54	9	care	care	NOUN
ajm-1769	54	10	whereby	whereby	SCONJ
ajm-1769	54	11	patients	patient	NOUN
ajm-1769	54	12	are	be	AUX
ajm-1769	54	13	treated	treat	VERB
ajm-1769	54	14	not	not	PART
ajm-1769	54	15	only	only	ADV
ajm-1769	54	16	based	base	VERB
ajm-1769	54	17	on	on	ADP
ajm-1769	54	18	presenting	present	VERB
ajm-1769	54	19	symptoms	symptom	NOUN
ajm-1769	54	20	,	,	PUNCT
ajm-1769	54	21	but	but	CCONJ
ajm-1769	54	22	also	also	ADV
ajm-1769	54	23	on	on	ADP
ajm-1769	54	24	the	the	DET
ajm-1769	54	25	causes	cause	NOUN
ajm-1769	54	26	of	of	ADP
ajm-1769	54	27	the	the	DET
ajm-1769	54	28	disease	disease	NOUN
ajm-1769	54	29	,	,	PUNCT
ajm-1769	54	30	its	its	PRON
ajm-1769	54	31	rates	rate	NOUN
ajm-1769	54	32	of	of	ADP
ajm-1769	54	33	progression	progression	NOUN
ajm-1769	54	34	,	,	PUNCT
ajm-1769	54	35	and	and	CCONJ
ajm-1769	54	36	how	how	SCONJ
ajm-1769	54	37	their	their	PRON
ajm-1769	54	38	body	body	NOUN
ajm-1769	54	39	will	will	AUX
ajm-1769	54	40	react	react	VERB
ajm-1769	54	41	towards	towards	ADP
ajm-1769	54	42	prescribed	prescribed	ADJ
ajm-1769	54	43	medications	medication	NOUN
ajm-1769	54	44	and	and	CCONJ
ajm-1769	54	45	diets	diet	NOUN
ajm-1769	54	46	.	.	PUNCT
ajm-1769	55	1	the	the	DET
ajm-1769	55	2	data	data	NOUN
ajm-1769	55	3	mining	mining	NOUN
ajm-1769	55	4	techniques	technique	NOUN
ajm-1769	55	5	can	can	AUX
ajm-1769	55	6	be	be	AUX
ajm-1769	55	7	used	use	VERB
ajm-1769	55	8	to	to	PART
ajm-1769	55	9	garner	garner	VERB
ajm-1769	55	10	a	a	DET
ajm-1769	55	11	better	well	ADJ
ajm-1769	55	12	understanding	understanding	NOUN
ajm-1769	55	13	of	of	ADP
ajm-1769	55	14	the	the	DET
ajm-1769	55	15	etiology	etiology	NOUN
ajm-1769	55	16	of	of	ADP
ajm-1769	55	17	a	a	DET
ajm-1769	55	18	disease	disease	NOUN
ajm-1769	55	19	,	,	PUNCT
ajm-1769	55	20	its	its	PRON
ajm-1769	55	21	particular	particular	ADJ
ajm-1769	55	22	structure	structure	NOUN
ajm-1769	55	23	,	,	PUNCT
ajm-1769	55	24	and	and	CCONJ
ajm-1769	55	25	how	how	SCONJ
ajm-1769	55	26	to	to	PART
ajm-1769	55	27	design	design	VERB
ajm-1769	55	28	personalized	personalize	VERB
ajm-1769	55	29	therapies(sackman	therapies(sackman	PROPN
ajm-1769	55	30	&	&	CCONJ
ajm-1769	55	31	kuchenreuther	kuchenreuther	ADJ
ajm-1769	55	32	,	,	PUNCT
ajm-1769	55	33	2014	2014	NUM
ajm-1769	55	34	)	)	PUNCT
ajm-1769	55	35	.	.	PUNCT
ajm-1769	56	1	thus	thus	ADV
ajm-1769	56	2	,	,	PUNCT
ajm-1769	56	3	data	datum	NOUN
ajm-1769	56	4	warehousing	warehousing	NOUN
ajm-1769	56	5	may	may	AUX
ajm-1769	56	6	be	be	AUX
ajm-1769	56	7	used	use	VERB
ajm-1769	56	8	as	as	ADP
ajm-1769	56	9	a	a	DET
ajm-1769	56	10	central	central	ADJ
ajm-1769	56	11	research	research	NOUN
ajm-1769	56	12	repository	repository	NOUN
ajm-1769	56	13	for	for	ADP
ajm-1769	56	14	personalized	personalized	ADJ
ajm-1769	56	15	medicine	medicine	NOUN
ajm-1769	56	16	with	with	ADP
ajm-1769	56	17	respective	respective	ADJ
ajm-1769	56	18	services	service	NOUN
ajm-1769	56	19	for	for	ADP
ajm-1769	56	20	collecting	collecting	NOUN
ajm-1769	56	21	,	,	PUNCT
ajm-1769	56	22	sharing	sharing	NOUN
ajm-1769	56	23	,	,	PUNCT
ajm-1769	56	24	and	and	CCONJ
ajm-1769	56	25	further	far	ADV
ajm-1769	56	26	elaborating	elaborate	VERB
ajm-1769	56	27	annotated	annotate	VERB
ajm-1769	56	28	anonymized	anonymize	VERB
ajm-1769	56	29	clinical	clinical	ADJ
ajm-1769	56	30	data	datum	NOUN
ajm-1769	56	31	and	and	CCONJ
ajm-1769	56	32	other	other	ADJ
ajm-1769	56	33	research	research	NOUN
ajm-1769	56	34	relevant	relevant	ADJ
ajm-1769	56	35	data	datum	NOUN
ajm-1769	56	36	from	from	ADP
ajm-1769	56	37	diverse	diverse	ADJ
ajm-1769	56	38	heterogeneous	heterogeneous	ADJ
ajm-1769	56	39	sources(schera	sources(schera	NOUN
ajm-1769	56	40	,	,	PUNCT
ajm-1769	56	41	weiler	weiler	PROPN
ajm-1769	56	42	,	,	PUNCT
ajm-1769	56	43	neri	neri	PROPN
ajm-1769	56	44	,	,	PUNCT
ajm-1769	56	45	kiefer	kiefer	PROPN
ajm-1769	56	46	,	,	PUNCT
ajm-1769	56	47	&	&	CCONJ
ajm-1769	56	48	graf	graf	PROPN
ajm-1769	56	49	,	,	PUNCT
ajm-1769	56	50	2014	2014	NUM
ajm-1769	56	51	)	)	PUNCT
ajm-1769	56	52	.	.	PUNCT
ajm-1769	57	1	american	american	PROPN
ajm-1769	57	2	journal	journal	PROPN
ajm-1769	57	3	of	of	ADP
ajm-1769	57	4	management	management	NOUN
ajm-1769	57	5	vol	vol	NOUN
ajm-1769	57	6	.	.	PUNCT
ajm-1769	58	1	17(1	17(1	NUM
ajm-1769	58	2	)	)	PUNCT
ajm-1769	58	3	2017	2017	NUM
ajm-1769	58	4	13	13	NUM
ajm-1769	58	5	personalized	personalize	VERB
ajm-1769	58	6	medicine	medicine	NOUN
ajm-1769	58	7	over	over	ADP
ajm-1769	58	8	the	the	DET
ajm-1769	58	9	past	past	ADJ
ajm-1769	58	10	six	six	NUM
ajm-1769	58	11	decades	decade	NOUN
ajm-1769	58	12	,	,	PUNCT
ajm-1769	58	13	much	much	ADJ
ajm-1769	58	14	evidence	evidence	NOUN
ajm-1769	58	15	has	have	AUX
ajm-1769	58	16	emerged	emerge	VERB
ajm-1769	58	17	indicating	indicate	VERB
ajm-1769	58	18	that	that	SCONJ
ajm-1769	58	19	a	a	DET
ajm-1769	58	20	substantial	substantial	ADJ
ajm-1769	58	21	portion	portion	NOUN
ajm-1769	58	22	of	of	ADP
ajm-1769	58	23	variability	variability	NOUN
ajm-1769	58	24	in	in	ADP
ajm-1769	58	25	drug	drug	NOUN
ajm-1769	58	26	response	response	NOUN
ajm-1769	58	27	is	be	AUX
ajm-1769	58	28	genetically	genetically	ADV
ajm-1769	58	29	determined	determine	VERB
ajm-1769	58	30	;	;	PUNCT
ajm-1769	58	31	with	with	ADP
ajm-1769	58	32	age	age	NOUN
ajm-1769	58	33	,	,	PUNCT
ajm-1769	58	34	nutrition	nutrition	NOUN
ajm-1769	58	35	,	,	PUNCT
ajm-1769	58	36	health	health	NOUN
ajm-1769	58	37	status	status	NOUN
ajm-1769	58	38	,	,	PUNCT
ajm-1769	58	39	environmental	environmental	ADJ
ajm-1769	58	40	exposure	exposure	NOUN
ajm-1769	58	41	,	,	PUNCT
ajm-1769	58	42	epigenetic	epigenetic	ADJ
ajm-1769	58	43	factors	factor	NOUN
ajm-1769	58	44	,	,	PUNCT
ajm-1769	58	45	and	and	CCONJ
ajm-1769	58	46	concurrent	concurrent	ADJ
ajm-1769	58	47	therapy	therapy	NOUN
ajm-1769	58	48	playing	play	VERB
ajm-1769	58	49	important	important	ADJ
ajm-1769	58	50	contributory	contributory	NOUN
ajm-1769	58	51	roles(alyass	roles(alyass	PROPN
ajm-1769	58	52	,	,	PUNCT
ajm-1769	58	53	turcotte	turcotte	NOUN
ajm-1769	58	54	,	,	PUNCT
ajm-1769	58	55	&	&	CCONJ
ajm-1769	58	56	meyre	meyre	PROPN
ajm-1769	58	57	,	,	PUNCT
ajm-1769	58	58	2015	2015	NUM
ajm-1769	58	59	)	)	PUNCT
ajm-1769	58	60	.to	.to	PUNCT
ajm-1769	59	1	achieve	achieve	VERB
ajm-1769	59	2	individual	individual	ADJ
ajm-1769	59	3	drug	drug	NOUN
ajm-1769	59	4	therapy	therapy	NOUN
ajm-1769	59	5	with	with	ADP
ajm-1769	59	6	a	a	DET
ajm-1769	59	7	reasonably	reasonably	ADV
ajm-1769	59	8	predictive	predictive	ADJ
ajm-1769	59	9	outcome	outcome	NOUN
ajm-1769	59	10	,	,	PUNCT
ajm-1769	59	11	one	one	PRON
ajm-1769	59	12	must	must	AUX
ajm-1769	59	13	further	far	ADV
ajm-1769	59	14	account	account	VERB
ajm-1769	59	15	for	for	ADP
ajm-1769	59	16	different	different	ADJ
ajm-1769	59	17	patterns	pattern	NOUN
ajm-1769	59	18	of	of	ADP
ajm-1769	59	19	drug	drug	NOUN
ajm-1769	59	20	response	response	NOUN
ajm-1769	59	21	among	among	ADP
ajm-1769	59	22	geographically	geographically	ADV
ajm-1769	59	23	and	and	CCONJ
ajm-1769	59	24	ethnically	ethnically	ADV
ajm-1769	59	25	distinct	distinct	ADJ
ajm-1769	59	26	populations(vogenberg	populations(vogenberg	PROPN
ajm-1769	59	27	,	,	PUNCT
ajm-1769	59	28	isaacson	isaacson	PROPN
ajm-1769	59	29	barash	barash	PROPN
ajm-1769	59	30	,	,	PUNCT
ajm-1769	59	31	&	&	CCONJ
ajm-1769	59	32	pursel	pursel	NOUN
ajm-1769	59	33	,	,	PUNCT
ajm-1769	59	34	2010	2010	NUM
ajm-1769	59	35	)	)	PUNCT
ajm-1769	59	36	.	.	PUNCT
ajm-1769	60	1	the	the	DET
ajm-1769	60	2	observation	observation	NOUN
ajm-1769	60	3	in	in	ADP
ajm-1769	60	4	variability	variability	NOUN
ajm-1769	60	5	of	of	ADP
ajm-1769	60	6	drug	drug	NOUN
ajm-1769	60	7	response	response	NOUN
ajm-1769	60	8	in	in	ADP
ajm-1769	60	9	the	the	DET
ajm-1769	60	10	early	early	ADJ
ajm-1769	60	11	1950s	1950s	NUM
ajm-1769	60	12	,	,	PUNCT
ajm-1769	60	13	led	lead	VERB
ajm-1769	60	14	to	to	ADP
ajm-1769	60	15	the	the	DET
ajm-1769	60	16	evolution	evolution	NOUN
ajm-1769	60	17	of	of	ADP
ajm-1769	60	18	pharmocogenetics	pharmocogenetic	NOUN
ajm-1769	60	19	which	which	PRON
ajm-1769	60	20	is	be	AUX
ajm-1769	60	21	a	a	DET
ajm-1769	60	22	confluence	confluence	NOUN
ajm-1769	60	23	of	of	ADP
ajm-1769	60	24	genetics	genetic	NOUN
ajm-1769	60	25	,	,	PUNCT
ajm-1769	60	26	biochemistry	biochemistry	NOUN
ajm-1769	60	27	,	,	PUNCT
ajm-1769	60	28	and	and	CCONJ
ajm-1769	60	29	pharmacology	pharmacology	NOUN
ajm-1769	60	30	.	.	PUNCT
ajm-1769	61	1	according	accord	VERB
ajm-1769	61	2	to	to	ADP
ajm-1769	61	3	vogenberg	vogenberg	PROPN
ajm-1769	61	4	et	et	PROPN
ajm-1769	61	5	al	al	PROPN
ajm-1769	61	6	.	.	PROPN
ajm-1769	61	7	,	,	PUNCT
ajm-1769	61	8	advances	advance	NOUN
ajm-1769	61	9	in	in	ADP
ajm-1769	61	10	molecular	molecular	ADJ
ajm-1769	61	11	medicine	medicine	NOUN
ajm-1769	61	12	spawned	spawn	VERB
ajm-1769	61	13	the	the	DET
ajm-1769	61	14	newer	new	ADJ
ajm-1769	61	15	field	field	NOUN
ajm-1769	61	16	of	of	ADP
ajm-1769	61	17	pharmacogenomics	pharmacogenomic	NOUN
ajm-1769	61	18	which	which	PRON
ajm-1769	61	19	seeks	seek	VERB
ajm-1769	61	20	to	to	PART
ajm-1769	61	21	understand	understand	VERB
ajm-1769	61	22	all	all	PRON
ajm-1769	61	23	of	of	ADP
ajm-1769	61	24	the	the	DET
ajm-1769	61	25	molecular	molecular	ADJ
ajm-1769	61	26	underpinnings	underpinning	NOUN
ajm-1769	61	27	of	of	ADP
ajm-1769	61	28	drug	drug	NOUN
ajm-1769	61	29	response	response	NOUN
ajm-1769	61	30	.	.	PUNCT
ajm-1769	62	1	vogenberg	vogenberg	PROPN
ajm-1769	62	2	posit	posit	VERB
ajm-1769	62	3	that	that	SCONJ
ajm-1769	62	4	personalized	personalized	ADJ
ajm-1769	62	5	medicine	medicine	NOUN
ajm-1769	62	6	came	come	VERB
ajm-1769	62	7	about	about	ADP
ajm-1769	62	8	as	as	ADP
ajm-1769	62	9	a	a	DET
ajm-1769	62	10	result	result	NOUN
ajm-1769	62	11	of	of	ADP
ajm-1769	62	12	the	the	DET
ajm-1769	62	13	commercialization	commercialization	NOUN
ajm-1769	62	14	of	of	ADP
ajm-1769	62	15	the	the	DET
ajm-1769	62	16	aforementioned	aforementioned	ADJ
ajm-1769	62	17	research	research	NOUN
ajm-1769	62	18	application	application	NOUN
ajm-1769	62	19	.	.	PUNCT
ajm-1769	63	1	according	accord	VERB
ajm-1769	63	2	to	to	ADP
ajm-1769	63	3	the	the	DET
ajm-1769	63	4	united	united	PROPN
ajm-1769	63	5	states	states	PROPN
ajm-1769	63	6	food	food	PROPN
ajm-1769	63	7	and	and	CCONJ
ajm-1769	63	8	drug	drug	NOUN
ajm-1769	63	9	administration	administration	NOUN
ajm-1769	63	10	,	,	PUNCT
ajm-1769	63	11	the	the	DET
ajm-1769	63	12	term	term	NOUN
ajm-1769	63	13	�	�	NOUN
ajm-1769	63	14	personalized	personalize	VERB
ajm-1769	63	15	medicine	medicine	NOUN
ajm-1769	63	16	�	�	PROPN
ajm-1769	63	17	is	be	AUX
ajm-1769	63	18	described	describe	VERB
ajm-1769	63	19	as	as	ADP
ajm-1769	63	20	�	�	NOUN
ajm-1769	63	21	providing	provide	VERB
ajm-1769	63	22	the	the	DET
ajm-1769	63	23	right	right	ADJ
ajm-1769	63	24	patient	patient	NOUN
ajm-1769	63	25	with	with	ADP
ajm-1769	63	26	the	the	DET
ajm-1769	63	27	right	right	ADJ
ajm-1769	63	28	drug	drug	NOUN
ajm-1769	63	29	at	at	ADP
ajm-1769	63	30	the	the	DET
ajm-1769	63	31	right	right	ADJ
ajm-1769	63	32	doses	dose	NOUN
ajm-1769	63	33	at	at	ADP
ajm-1769	63	34	the	the	DET
ajm-1769	63	35	right	right	ADJ
ajm-1769	63	36	time	time	NOUN
ajm-1769	63	37	�	�	PROPN
ajm-1769	63	38	.	.	PUNCT
ajm-1769	64	1	they	they	PRON
ajm-1769	64	2	also	also	ADV
ajm-1769	64	3	described	describe	VERB
ajm-1769	64	4	it	it	PRON
ajm-1769	64	5	as	as	ADP
ajm-1769	64	6	tailoring	tailoring	NOUN
ajm-1769	64	7	of	of	ADP
ajm-1769	64	8	medical	medical	ADJ
ajm-1769	64	9	treatment	treatment	NOUN
ajm-1769	64	10	to	to	ADP
ajm-1769	64	11	the	the	DET
ajm-1769	64	12	individual	individual	ADJ
ajm-1769	64	13	characteristics	characteristic	NOUN
ajm-1769	64	14	,	,	PUNCT
ajm-1769	64	15	needs	need	NOUN
ajm-1769	64	16	,	,	PUNCT
ajm-1769	64	17	and	and	CCONJ
ajm-1769	64	18	preferences	preference	NOUN
ajm-1769	64	19	of	of	ADP
ajm-1769	64	20	a	a	DET
ajm-1769	64	21	patient	patient	NOUN
ajm-1769	64	22	during	during	ADP
ajm-1769	64	23	all	all	DET
ajm-1769	64	24	stages	stage	NOUN
ajm-1769	64	25	of	of	ADP
ajm-1769	64	26	care	care	NOUN
ajm-1769	64	27	,	,	PUNCT
ajm-1769	64	28	including	include	VERB
ajm-1769	64	29	prevention	prevention	NOUN
ajm-1769	64	30	,	,	PUNCT
ajm-1769	64	31	diagnosis	diagnosis	NOUN
ajm-1769	64	32	,	,	PUNCT
ajm-1769	64	33	treatment	treatment	NOUN
ajm-1769	64	34	,	,	PUNCT
ajm-1769	64	35	and	and	CCONJ
ajm-1769	64	36	follow	follow	VERB
ajm-1769	64	37	-	-	PUNCT
ajm-1769	64	38	up	up	NOUN
ajm-1769	64	39	.	.	PUNCT
ajm-1769	65	1	with	with	ADP
ajm-1769	65	2	the	the	DET
ajm-1769	65	3	scientific	scientific	ADJ
ajm-1769	65	4	breakthroughs	breakthrough	NOUN
ajm-1769	65	5	and	and	CCONJ
ajm-1769	65	6	technological	technological	ADJ
ajm-1769	65	7	advancements	advancement	NOUN
ajm-1769	65	8	in	in	ADP
ajm-1769	65	9	recent	recent	ADJ
ajm-1769	65	10	times	time	NOUN
ajm-1769	65	11	,	,	PUNCT
ajm-1769	65	12	personalized	personalized	ADJ
ajm-1769	65	13	healthcare	healthcare	NOUN
ajm-1769	65	14	has	have	VERB
ajm-1769	65	15	the	the	DET
ajm-1769	65	16	capacity	capacity	NOUN
ajm-1769	65	17	to	to	PART
ajm-1769	65	18	detect	detect	VERB
ajm-1769	65	19	the	the	DET
ajm-1769	65	20	onset	onset	NOUN
ajm-1769	65	21	of	of	ADP
ajm-1769	65	22	disease	disease	NOUN
ajm-1769	65	23	at	at	ADP
ajm-1769	65	24	its	its	PRON
ajm-1769	65	25	earliest	early	ADJ
ajm-1769	65	26	stages	stage	NOUN
ajm-1769	65	27	,	,	PUNCT
ajm-1769	65	28	pre	pre	ADJ
ajm-1769	65	29	-	-	VERB
ajm-1769	65	30	empt	empt	VERB
ajm-1769	65	31	the	the	DET
ajm-1769	65	32	progression	progression	NOUN
ajm-1769	65	33	of	of	ADP
ajm-1769	65	34	disease	disease	NOUN
ajm-1769	65	35	,	,	PUNCT
ajm-1769	65	36	and	and	CCONJ
ajm-1769	65	37	at	at	ADP
ajm-1769	65	38	the	the	DET
ajm-1769	65	39	same	same	ADJ
ajm-1769	65	40	time	time	NOUN
ajm-1769	65	41	increase	increase	NOUN
ajm-1769	65	42	efficiency	efficiency	NOUN
ajm-1769	65	43	of	of	ADP
ajm-1769	65	44	health	health	NOUN
ajm-1769	65	45	care	care	NOUN
ajm-1769	65	46	systems	system	NOUN
ajm-1769	65	47	by	by	ADP
ajm-1769	65	48	improving	improve	VERB
ajm-1769	65	49	the	the	DET
ajm-1769	65	50	quality	quality	NOUN
ajm-1769	65	51	,	,	PUNCT
ajm-1769	65	52	accessibility	accessibility	NOUN
ajm-1769	65	53	,	,	PUNCT
ajm-1769	65	54	and	and	CCONJ
ajm-1769	65	55	affordability	affordability	NOUN
ajm-1769	65	56	(	(	PUNCT
ajm-1769	65	57	alyass	alyass	NOUN
ajm-1769	65	58	et	et	PROPN
ajm-1769	65	59	al	al	PROPN
ajm-1769	65	60	.	.	PROPN
ajm-1769	65	61	,	,	PUNCT
ajm-1769	65	62	2015	2015	NUM
ajm-1769	65	63	;	;	PUNCT
ajm-1769	65	64	personalized	personalized	ADJ
ajm-1769	65	65	medicine	medicine	NOUN
ajm-1769	65	66	,	,	PUNCT
ajm-1769	65	67	2014	2014	NUM
ajm-1769	65	68	)	)	PUNCT
ajm-1769	65	69	.	.	PUNCT
ajm-1769	66	1	the	the	DET
ajm-1769	66	2	national	national	PROPN
ajm-1769	66	3	institute	institute	PROPN
ajm-1769	66	4	of	of	ADP
ajm-1769	66	5	health	health	PROPN
ajm-1769	66	6	also	also	ADV
ajm-1769	66	7	defined	define	VERB
ajm-1769	66	8	personalized	personalized	ADJ
ajm-1769	66	9	medicine	medicine	NOUN
ajm-1769	66	10	as	as	ADP
ajm-1769	66	11	�	�	PROPN
ajm-1769	66	12	an	an	DET
ajm-1769	66	13	emerging	emerge	VERB
ajm-1769	66	14	practice	practice	NOUN
ajm-1769	66	15	of	of	ADP
ajm-1769	66	16	medicine	medicine	NOUN
ajm-1769	66	17	that	that	PRON
ajm-1769	66	18	uses	use	VERB
ajm-1769	66	19	an	an	DET
ajm-1769	66	20	individual	individual	NOUN
ajm-1769	66	21	's	's	PART
ajm-1769	66	22	genetic	genetic	ADJ
ajm-1769	66	23	profile	profile	NOUN
ajm-1769	66	24	to	to	PART
ajm-1769	66	25	guide	guide	VERB
ajm-1769	66	26	decisions	decision	NOUN
ajm-1769	66	27	made	make	VERB
ajm-1769	66	28	in	in	ADP
ajm-1769	66	29	regard	regard	NOUN
ajm-1769	66	30	to	to	ADP
ajm-1769	66	31	the	the	DET
ajm-1769	66	32	prevention	prevention	NOUN
ajm-1769	66	33	,	,	PUNCT
ajm-1769	66	34	diagnosis	diagnosis	NOUN
ajm-1769	66	35	,	,	PUNCT
ajm-1769	66	36	and	and	CCONJ
ajm-1769	66	37	treatment	treatment	NOUN
ajm-1769	66	38	of	of	ADP
ajm-1769	66	39	disease	disease	NOUN
ajm-1769	66	40	.	.	PUNCT
ajm-1769	67	1	knowledge	knowledge	NOUN
ajm-1769	67	2	of	of	ADP
ajm-1769	67	3	a	a	DET
ajm-1769	67	4	patient	patient	NOUN
ajm-1769	67	5	's	's	PART
ajm-1769	67	6	genetic	genetic	ADJ
ajm-1769	67	7	profile	profile	NOUN
ajm-1769	67	8	can	can	AUX
ajm-1769	67	9	help	help	VERB
ajm-1769	67	10	doctors	doctor	NOUN
ajm-1769	67	11	select	select	VERB
ajm-1769	67	12	the	the	DET
ajm-1769	67	13	proper	proper	ADJ
ajm-1769	67	14	medication	medication	NOUN
ajm-1769	67	15	or	or	CCONJ
ajm-1769	67	16	therapy	therapy	NOUN
ajm-1769	67	17	and	and	CCONJ
ajm-1769	67	18	administer	administer	VERB
ajm-1769	67	19	it	it	PRON
ajm-1769	67	20	using	use	VERB
ajm-1769	67	21	the	the	DET
ajm-1769	67	22	proper	proper	ADJ
ajm-1769	67	23	dose	dose	NOUN
ajm-1769	67	24	or	or	CCONJ
ajm-1769	67	25	regimen(shoenbill	regimen(shoenbill	PROPN
ajm-1769	67	26	,	,	PUNCT
ajm-1769	67	27	fost	fost	PROPN
ajm-1769	67	28	,	,	PUNCT
ajm-1769	67	29	tachinardi	tachinardi	NOUN
ajm-1769	67	30	,	,	PUNCT
ajm-1769	67	31	&	&	CCONJ
ajm-1769	67	32	mendonca	mendonca	PROPN
ajm-1769	67	33	,	,	PUNCT
ajm-1769	67	34	2014	2014	NUM
ajm-1769	67	35	)	)	PUNCT
ajm-1769	67	36	.	.	PUNCT
ajm-1769	68	1	�	�	PROPN
ajm-1769	68	2	the	the	DET
ajm-1769	68	3	national	national	PROPN
ajm-1769	68	4	cancer	cancer	PROPN
ajm-1769	68	5	institute	institute	PROPN
ajm-1769	68	6	however	however	ADV
ajm-1769	68	7	,	,	PUNCT
ajm-1769	68	8	defines	define	VERB
ajm-1769	68	9	personalized	personalized	ADJ
ajm-1769	68	10	medicine	medicine	NOUN
ajm-1769	68	11	as	as	ADP
ajm-1769	68	12	�	�	PROPN
ajm-1769	68	13	a	a	DET
ajm-1769	68	14	form	form	NOUN
ajm-1769	68	15	of	of	ADP
ajm-1769	68	16	medicine	medicine	NOUN
ajm-1769	68	17	that	that	PRON
ajm-1769	68	18	uses	use	VERB
ajm-1769	68	19	information	information	NOUN
ajm-1769	68	20	about	about	ADP
ajm-1769	68	21	a	a	DET
ajm-1769	68	22	person	person	NOUN
ajm-1769	68	23	�	�	NOUN
ajm-1769	68	24	s	s	PART
ajm-1769	68	25	genes	gene	NOUN
ajm-1769	68	26	,	,	PUNCT
ajm-1769	68	27	proteins	protein	NOUN
ajm-1769	68	28	,	,	PUNCT
ajm-1769	68	29	and	and	CCONJ
ajm-1769	68	30	environment	environment	NOUN
ajm-1769	68	31	to	to	PART
ajm-1769	68	32	prevent	prevent	VERB
ajm-1769	68	33	,	,	PUNCT
ajm-1769	68	34	diagnose	diagnose	NOUN
ajm-1769	68	35	,	,	PUNCT
ajm-1769	68	36	and	and	CCONJ
ajm-1769	68	37	treat	treat	NOUN
ajm-1769	68	38	disease(offit	disease(offit	PROPN
ajm-1769	68	39	,	,	PUNCT
ajm-1769	68	40	2011	2011	NUM
ajm-1769	68	41	)	)	PUNCT
ajm-1769	68	42	.	.	PUNCT
ajm-1769	69	1	in	in	ADP
ajm-1769	69	2	cancer	cancer	NOUN
ajm-1769	69	3	cases	case	NOUN
ajm-1769	69	4	it	it	PRON
ajm-1769	69	5	uses	use	VERB
ajm-1769	69	6	specific	specific	ADJ
ajm-1769	69	7	information	information	NOUN
ajm-1769	69	8	about	about	ADP
ajm-1769	69	9	a	a	DET
ajm-1769	69	10	person	person	NOUN
ajm-1769	69	11	�	�	NOUN
ajm-1769	69	12	s	s	PART
ajm-1769	69	13	tumor	tumor	NOUN
ajm-1769	69	14	to	to	PART
ajm-1769	69	15	help	help	VERB
ajm-1769	69	16	diagnose	diagnose	NOUN
ajm-1769	69	17	,	,	PUNCT
ajm-1769	69	18	plan	plan	NOUN
ajm-1769	69	19	treatment	treatment	NOUN
ajm-1769	69	20	,	,	PUNCT
ajm-1769	69	21	find	find	VERB
ajm-1769	69	22	out	out	ADP
ajm-1769	69	23	how	how	SCONJ
ajm-1769	69	24	well	well	ADJ
ajm-1769	69	25	treatment	treatment	NOUN
ajm-1769	69	26	is	be	AUX
ajm-1769	69	27	working	work	VERB
ajm-1769	69	28	or	or	CCONJ
ajm-1769	69	29	make	make	VERB
ajm-1769	69	30	prognosis(josko	prognosis(josko	NOUN
ajm-1769	69	31	,	,	PUNCT
ajm-1769	69	32	2014	2014	NUM
ajm-1769	69	33	)	)	PUNCT
ajm-1769	69	34	.	.	PUNCT
ajm-1769	70	1	the	the	DET
ajm-1769	70	2	most	most	ADV
ajm-1769	70	3	prominent	prominent	ADJ
ajm-1769	70	4	examples	example	NOUN
ajm-1769	70	5	of	of	ADP
ajm-1769	70	6	modern	modern	ADJ
ajm-1769	70	7	personalized	personalized	ADJ
ajm-1769	70	8	medicine	medicine	NOUN
ajm-1769	70	9	are	be	AUX
ajm-1769	70	10	genomic	genomic	NOUN
ajm-1769	70	11	tests	test	NOUN
ajm-1769	70	12	designed	design	VERB
ajm-1769	70	13	to	to	PART
ajm-1769	70	14	guide	guide	VERB
ajm-1769	70	15	treatment	treatment	NOUN
ajm-1769	70	16	choices	choice	NOUN
ajm-1769	70	17	such	such	ADJ
ajm-1769	70	18	as	as	ADP
ajm-1769	70	19	testing	testing	NOUN
ajm-1769	70	20	for	for	ADP
ajm-1769	70	21	human	human	ADJ
ajm-1769	70	22	epidermal	epidermal	ADJ
ajm-1769	70	23	growth	growth	NOUN
ajm-1769	70	24	factor	factor	NOUN
ajm-1769	70	25	receptor	receptor	NOUN
ajm-1769	70	26	type	type	NOUN
ajm-1769	70	27	2	2	NUM
ajm-1769	70	28	(	(	PUNCT
ajm-1769	70	29	her2	her2	PROPN
ajm-1769	70	30	,	,	PUNCT
ajm-1769	70	31	also	also	ADV
ajm-1769	70	32	referred	refer	VERB
ajm-1769	70	33	to	to	ADP
ajm-1769	70	34	as	as	ADP
ajm-1769	70	35	her2	her2	PROPN
ajm-1769	70	36	/	/	SYM
ajm-1769	70	37	neu	neu	PROPN
ajm-1769	70	38	)	)	PUNCT
ajm-1769	70	39	to	to	PART
ajm-1769	70	40	select	select	VERB
ajm-1769	70	41	patients	patient	NOUN
ajm-1769	70	42	with	with	ADP
ajm-1769	70	43	breast	breast	NOUN
ajm-1769	70	44	cancer	cancer	NOUN
ajm-1769	70	45	who	who	PRON
ajm-1769	70	46	will	will	AUX
ajm-1769	70	47	benefit	benefit	VERB
ajm-1769	70	48	from	from	ADP
ajm-1769	70	49	trastuzumab	trastuzumab	NOUN
ajm-1769	70	50	and	and	CCONJ
ajm-1769	70	51	of	of	ADP
ajm-1769	70	52	testing	testing	NOUN
ajm-1769	70	53	for	for	ADP
ajm-1769	70	54	the	the	DET
ajm-1769	70	55	kras	kras	PROPN
ajm-1769	70	56	mutation	mutation	NOUN
ajm-1769	70	57	to	to	PART
ajm-1769	70	58	determine	determine	VERB
ajm-1769	70	59	who	who	PRON
ajm-1769	70	60	is	be	AUX
ajm-1769	70	61	likely	likely	ADJ
ajm-1769	70	62	to	to	PART
ajm-1769	70	63	benefit	benefit	VERB
ajm-1769	70	64	from	from	ADP
ajm-1769	70	65	therapies	therapy	NOUN
ajm-1769	70	66	inhibiting	inhibit	VERB
ajm-1769	70	67	the	the	DET
ajm-1769	70	68	epidermal	epidermal	ADJ
ajm-1769	70	69	growth	growth	NOUN
ajm-1769	70	70	factor	factor	NOUN
ajm-1769	70	71	receptor	receptor	NOUN
ajm-1769	70	72	(	(	PUNCT
ajm-1769	70	73	garber	garber	PROPN
ajm-1769	70	74	&	&	CCONJ
ajm-1769	70	75	tunis	tunis	PROPN
ajm-1769	70	76	,	,	PUNCT
ajm-1769	70	77	2009	2009	NUM
ajm-1769	70	78	)	)	PUNCT
ajm-1769	70	79	.	.	PUNCT
ajm-1769	71	1	personalized	personalize	VERB
ajm-1769	71	2	medicine	medicine	NOUN
ajm-1769	71	3	works	work	VERB
ajm-1769	71	4	by	by	ADP
ajm-1769	71	5	making	make	VERB
ajm-1769	71	6	use	use	NOUN
ajm-1769	71	7	of	of	ADP
ajm-1769	71	8	information	information	NOUN
ajm-1769	71	9	from	from	ADP
ajm-1769	71	10	genomes	genome	NOUN
ajm-1769	71	11	and	and	CCONJ
ajm-1769	71	12	their	their	PRON
ajm-1769	71	13	derivatives	derivative	NOUN
ajm-1769	71	14	(	(	PUNCT
ajm-1769	71	15	rna	rna	NOUN
ajm-1769	71	16	,	,	PUNCT
ajm-1769	71	17	proteins	protein	NOUN
ajm-1769	71	18	,	,	PUNCT
ajm-1769	71	19	and	and	CCONJ
ajm-1769	71	20	metabolites	metabolite	NOUN
ajm-1769	71	21	)	)	PUNCT
ajm-1769	71	22	to	to	PART
ajm-1769	71	23	guide	guide	VERB
ajm-1769	71	24	medical	medical	ADJ
ajm-1769	71	25	decision	decision	NOUN
ajm-1769	71	26	making	making	NOUN
ajm-1769	71	27	.	.	PUNCT
ajm-1769	72	1	such	such	ADJ
ajm-1769	72	2	medical	medical	ADJ
ajm-1769	72	3	decisions	decision	NOUN
ajm-1769	72	4	should	should	AUX
ajm-1769	72	5	be	be	AUX
ajm-1769	72	6	done	do	VERB
ajm-1769	72	7	while	while	SCONJ
ajm-1769	72	8	people	people	NOUN
ajm-1769	72	9	are	be	AUX
ajm-1769	72	10	still	still	ADV
ajm-1769	72	11	healthy	healthy	ADJ
ajm-1769	72	12	or	or	CCONJ
ajm-1769	72	13	at	at	ADP
ajm-1769	72	14	the	the	DET
ajm-1769	72	15	earliest	early	ADJ
ajm-1769	72	16	stages	stage	NOUN
ajm-1769	72	17	of	of	ADP
ajm-1769	72	18	the	the	DET
ajm-1769	72	19	disease	disease	NOUN
ajm-1769	72	20	,	,	PUNCT
ajm-1769	72	21	and	and	CCONJ
ajm-1769	72	22	therefore	therefore	ADV
ajm-1769	72	23	be	be	AUX
ajm-1769	72	24	considered	consider	VERB
ajm-1769	72	25	as	as	ADP
ajm-1769	72	26	preventive	preventive	ADJ
ajm-1769	72	27	healthcare	healthcare	NOUN
ajm-1769	72	28	(	(	PUNCT
ajm-1769	72	29	ginsburg	ginsburg	PROPN
ajm-1769	72	30	&	&	CCONJ
ajm-1769	72	31	willard	willard	PROPN
ajm-1769	72	32	,	,	PUNCT
ajm-1769	72	33	2009	2009	NUM
ajm-1769	72	34	)	)	PUNCT
ajm-1769	72	35	.	.	PUNCT
ajm-1769	73	1	such	such	ADJ
ajm-1769	73	2	kind	kind	NOUN
ajm-1769	73	3	of	of	ADP
ajm-1769	73	4	preventive	preventive	ADJ
ajm-1769	73	5	healthcare	healthcare	NOUN
ajm-1769	73	6	is	be	AUX
ajm-1769	73	7	now	now	ADV
ajm-1769	73	8	very	very	ADV
ajm-1769	73	9	affordable	affordable	ADJ
ajm-1769	73	10	.	.	PUNCT
ajm-1769	74	1	the	the	DET
ajm-1769	74	2	cost	cost	NOUN
ajm-1769	74	3	of	of	ADP
ajm-1769	74	4	sequencing	sequence	VERB
ajm-1769	74	5	a	a	DET
ajm-1769	74	6	human	human	ADJ
ajm-1769	74	7	genome	genome	NOUN
ajm-1769	74	8	has	have	AUX
ajm-1769	74	9	dropped	drop	VERB
ajm-1769	74	10	to	to	ADP
ajm-1769	74	11	$	$	SYM
ajm-1769	74	12	1000	1000	NUM
ajm-1769	74	13	compared	compare	VERB
ajm-1769	74	14	to	to	ADP
ajm-1769	74	15	$	$	SYM
ajm-1769	74	16	400	400	NUM
ajm-1769	74	17	million	million	NUM
ajm-1769	74	18	that	that	PRON
ajm-1769	74	19	was	be	AUX
ajm-1769	74	20	last	last	ADJ
ajm-1769	74	21	decade	decade	NOUN
ajm-1769	74	22	(	(	PUNCT
ajm-1769	74	23	collins	collin	NOUN
ajm-1769	74	24	,	,	PUNCT
ajm-1769	74	25	2015	2015	NUM
ajm-1769	74	26	)	)	PUNCT
ajm-1769	74	27	.	.	PUNCT
ajm-1769	75	1	there	there	PRON
ajm-1769	75	2	has	have	AUX
ajm-1769	75	3	been	be	AUX
ajm-1769	75	4	demonstrated	demonstrate	VERB
ajm-1769	75	5	and	and	CCONJ
ajm-1769	75	6	documented	document	VERB
ajm-1769	75	7	evidence	evidence	NOUN
ajm-1769	75	8	of	of	ADP
ajm-1769	75	9	success	success	NOUN
ajm-1769	75	10	for	for	ADP
ajm-1769	75	11	several	several	ADJ
ajm-1769	75	12	conditions	condition	NOUN
ajm-1769	75	13	and	and	CCONJ
ajm-1769	75	14	treatments	treatment	NOUN
ajm-1769	75	15	,	,	PUNCT
ajm-1769	75	16	the	the	DET
ajm-1769	75	17	question	question	NOUN
ajm-1769	75	18	now	now	ADV
ajm-1769	75	19	is	be	AUX
ajm-1769	75	20	:	:	PUNCT
ajm-1769	75	21	will	will	AUX
ajm-1769	75	22	personalized	personalize	VERB
ajm-1769	75	23	medicine	medicine	NOUN
ajm-1769	75	24	be	be	AUX
ajm-1769	75	25	able	able	ADJ
ajm-1769	75	26	to	to	PART
ajm-1769	75	27	achieve	achieve	VERB
ajm-1769	75	28	its	its	PRON
ajm-1769	75	29	acclaimed	acclaim	VERB
ajm-1769	75	30	widespread	widespread	ADJ
ajm-1769	75	31	benefits	benefit	NOUN
ajm-1769	75	32	?	?	PUNCT
ajm-1769	76	1	benefits	benefit	NOUN
ajm-1769	76	2	of	of	ADP
ajm-1769	76	3	personalized	personalized	ADJ
ajm-1769	76	4	medicine	medicine	NOUN
ajm-1769	76	5	disease	disease	NOUN
ajm-1769	76	6	susceptibility	susceptibility	NOUN
ajm-1769	76	7	:	:	PUNCT
ajm-1769	76	8	pharmacogenetics	pharmacogenetic	NOUN
ajm-1769	76	9	has	have	AUX
ajm-1769	76	10	made	make	VERB
ajm-1769	76	11	genetic	genetic	ADJ
ajm-1769	76	12	linkage	linkage	NOUN
ajm-1769	76	13	studies	study	NOUN
ajm-1769	76	14	in	in	ADP
ajm-1769	76	15	families	family	NOUN
ajm-1769	76	16	with	with	ADP
ajm-1769	76	17	hereditary	hereditary	ADJ
ajm-1769	76	18	breast	breast	NOUN
ajm-1769	76	19	and	and	CCONJ
ajm-1769	76	20	ovarian	ovarian	ADJ
ajm-1769	76	21	cancer	cancer	NOUN
ajm-1769	76	22	syndromes	syndrome	NOUN
ajm-1769	76	23	as	as	ADV
ajm-1769	76	24	well	well	ADV
ajm-1769	76	25	as	as	ADP
ajm-1769	76	26	families	family	NOUN
ajm-1769	76	27	with	with	ADP
ajm-1769	76	28	hereditary	hereditary	ADJ
ajm-1769	76	29	colon	colon	NOUN
ajm-1769	76	30	cancer	cancer	NOUN
ajm-1769	76	31	possible	possible	ADJ
ajm-1769	76	32	.	.	PUNCT
ajm-1769	77	1	it	it	PRON
ajm-1769	77	2	has	have	AUX
ajm-1769	77	3	led	lead	VERB
ajm-1769	77	4	to	to	ADP
ajm-1769	77	5	the	the	DET
ajm-1769	77	6	identification	identification	NOUN
ajm-1769	77	7	of	of	ADP
ajm-1769	77	8	several	several	ADJ
ajm-1769	77	9	important	important	ADJ
ajm-1769	77	10	loci	locus	NOUN
ajm-1769	77	11	that	that	PRON
ajm-1769	77	12	are	be	AUX
ajm-1769	77	13	used	use	VERB
ajm-1769	77	14	for	for	ADP
ajm-1769	77	15	screening	screening	NOUN
ajm-1769	77	16	,	,	PUNCT
ajm-1769	77	17	disease	disease	NOUN
ajm-1769	77	18	risk	risk	NOUN
ajm-1769	77	19	counseling	counseling	NOUN
ajm-1769	77	20	,	,	PUNCT
ajm-1769	77	21	and	and	CCONJ
ajm-1769	77	22	preventive	preventive	ADJ
ajm-1769	77	23	treatment	treatment	NOUN
ajm-1769	77	24	programs	program	NOUN
ajm-1769	77	25	.	.	PUNCT
ajm-1769	78	1	for	for	ADP
ajm-1769	78	2	instance	instance	NOUN
ajm-1769	78	3	,	,	PUNCT
ajm-1769	78	4	women	woman	NOUN
ajm-1769	78	5	who	who	PRON
ajm-1769	78	6	carry	carry	VERB
ajm-1769	78	7	mutations	mutation	NOUN
ajm-1769	78	8	in	in	ADP
ajm-1769	78	9	either	either	CCONJ
ajm-1769	78	10	brca1	brca1	PROPN
ajm-1769	78	11	or	or	CCONJ
ajm-1769	78	12	brca2	brca2	PROPN
ajm-1769	78	13	(	(	PUNCT
ajm-1769	78	14	human	human	ADJ
ajm-1769	78	15	genes	gene	NOUN
ajm-1769	78	16	that	that	PRON
ajm-1769	78	17	produce	produce	VERB
ajm-1769	78	18	tumor	tumor	NOUN
ajm-1769	78	19	suppressor	suppressor	NOUN
ajm-1769	78	20	proteinsthese	proteinsthese	NOUN
ajm-1769	78	21	proteins	protein	NOUN
ajm-1769	78	22	help	help	VERB
ajm-1769	78	23	repair	repair	VERB
ajm-1769	78	24	damaged	damage	VERB
ajm-1769	78	25	dna	dna	NOUN
ajm-1769	78	26	and	and	CCONJ
ajm-1769	78	27	,	,	PUNCT
ajm-1769	78	28	therefore	therefore	ADV
ajm-1769	78	29	,	,	PUNCT
ajm-1769	78	30	play	play	VERB
ajm-1769	78	31	a	a	DET
ajm-1769	78	32	role	role	NOUN
ajm-1769	78	33	in	in	ADP
ajm-1769	78	34	ensuring	ensure	VERB
ajm-1769	78	35	the	the	DET
ajm-1769	78	36	stability	stability	NOUN
ajm-1769	78	37	of	of	ADP
ajm-1769	78	38	the	the	DET
ajm-1769	78	39	cell	cell	NOUN
ajm-1769	78	40	�	�	NOUN
ajm-1769	78	41	s	s	PART
ajm-1769	78	42	genetic	genetic	ADJ
ajm-1769	78	43	material	material	NOUN
ajm-1769	78	44	.	.	PUNCT
ajm-1769	79	1	when	when	SCONJ
ajm-1769	79	2	either	either	PRON
ajm-1769	79	3	of	of	ADP
ajm-1769	79	4	these	these	DET
ajm-1769	79	5	genes	gene	NOUN
ajm-1769	79	6	is	be	AUX
ajm-1769	79	7	mutated	mutate	VERB
ajm-1769	79	8	,	,	PUNCT
ajm-1769	79	9	or	or	CCONJ
ajm-1769	79	10	altered	alter	VERB
ajm-1769	79	11	,	,	PUNCT
ajm-1769	79	12	such	such	ADJ
ajm-1769	79	13	that	that	SCONJ
ajm-1769	79	14	its	its	PRON
ajm-1769	79	15	protein	protein	NOUN
ajm-1769	79	16	product	product	NOUN
ajm-1769	79	17	either	either	CCONJ
ajm-1769	79	18	is	be	AUX
ajm-1769	79	19	not	not	PART
ajm-1769	79	20	made	make	VERB
ajm-1769	79	21	or	or	CCONJ
ajm-1769	79	22	does	do	AUX
ajm-1769	79	23	not	not	PART
ajm-1769	79	24	function	function	VERB
ajm-1769	79	25	correctly	correctly	ADV
ajm-1769	79	26	,	,	PUNCT
ajm-1769	79	27	dna	dna	ADJ
ajm-1769	79	28	damage	damage	NOUN
ajm-1769	79	29	may	may	AUX
ajm-1769	79	30	not	not	PART
ajm-1769	79	31	be	be	AUX
ajm-1769	79	32	repaired	repair	VERB
ajm-1769	79	33	properly	properly	ADV
ajm-1769	79	34	.	.	PUNCT
ajm-1769	80	1	as	as	ADP
ajm-1769	80	2	a	a	DET
ajm-1769	80	3	result	result	NOUN
ajm-1769	80	4	,	,	PUNCT
ajm-1769	80	5	cells	cell	NOUN
ajm-1769	80	6	14	14	NUM
ajm-1769	80	7	american	american	PROPN
ajm-1769	80	8	journal	journal	PROPN
ajm-1769	80	9	of	of	ADP
ajm-1769	80	10	management	management	NOUN
ajm-1769	80	11	vol	vol	NOUN
ajm-1769	80	12	.	.	PUNCT
ajm-1769	80	13	17(1	17(1	NUM
ajm-1769	80	14	)	)	PUNCT
ajm-1769	80	15	2017	2017	NUM
ajm-1769	80	16	are	be	AUX
ajm-1769	80	17	more	more	ADV
ajm-1769	80	18	likely	likely	ADJ
ajm-1769	80	19	to	to	PART
ajm-1769	80	20	develop	develop	VERB
ajm-1769	80	21	additional	additional	ADJ
ajm-1769	80	22	genetic	genetic	ADJ
ajm-1769	80	23	alterations	alteration	NOUN
ajm-1769	80	24	that	that	PRON
ajm-1769	80	25	can	can	AUX
ajm-1769	80	26	lead	lead	VERB
ajm-1769	80	27	to	to	ADP
ajm-1769	80	28	cancer	cancer	NOUN
ajm-1769	80	29	)	)	PUNCT
ajm-1769	80	30	have	have	AUX
ajm-1769	80	31	a	a	DET
ajm-1769	80	32	high	high	ADJ
ajm-1769	80	33	risk	risk	NOUN
ajm-1769	80	34	for	for	ADP
ajm-1769	80	35	breast	breast	NOUN
ajm-1769	80	36	and	and	CCONJ
ajm-1769	80	37	ovarian	ovarian	ADJ
ajm-1769	80	38	cancer	cancer	NOUN
ajm-1769	80	39	,	,	PUNCT
ajm-1769	80	40	and	and	CCONJ
ajm-1769	80	41	it	it	PRON
ajm-1769	80	42	is	be	AUX
ajm-1769	80	43	now	now	ADV
ajm-1769	80	44	recommended	recommend	VERB
ajm-1769	80	45	that	that	SCONJ
ajm-1769	80	46	women	woman	NOUN
ajm-1769	80	47	in	in	ADP
ajm-1769	80	48	such	such	ADJ
ajm-1769	80	49	families	family	NOUN
ajm-1769	80	50	have	have	VERB
ajm-1769	80	51	the	the	DET
ajm-1769	80	52	opportunity	opportunity	NOUN
ajm-1769	80	53	to	to	PART
ajm-1769	80	54	undergo	undergo	VERB
ajm-1769	80	55	genetic	genetic	ADJ
ajm-1769	80	56	testing	testing	NOUN
ajm-1769	80	57	to	to	PART
ajm-1769	80	58	make	make	VERB
ajm-1769	80	59	decisions	decision	NOUN
ajm-1769	80	60	about	about	ADP
ajm-1769	80	61	surveillance	surveillance	NOUN
ajm-1769	80	62	or	or	CCONJ
ajm-1769	80	63	even	even	ADV
ajm-1769	80	64	surgical	surgical	ADJ
ajm-1769	80	65	approaches	approach	NOUN
ajm-1769	80	66	to	to	ADP
ajm-1769	80	67	mitigating	mitigate	VERB
ajm-1769	80	68	a	a	DET
ajm-1769	80	69	high	high	ADJ
ajm-1769	80	70	risk	risk	NOUN
ajm-1769	80	71	of	of	ADP
ajm-1769	80	72	developing	develop	VERB
ajm-1769	80	73	breast	breast	NOUN
ajm-1769	80	74	cancer	cancer	NOUN
ajm-1769	80	75	.	.	PUNCT
ajm-1769	81	1	similarly	similarly	ADV
ajm-1769	81	2	,	,	PUNCT
ajm-1769	81	3	people	people	NOUN
ajm-1769	81	4	in	in	ADP
ajm-1769	81	5	families	family	NOUN
ajm-1769	81	6	with	with	ADP
ajm-1769	81	7	a	a	DET
ajm-1769	81	8	strong	strong	ADJ
ajm-1769	81	9	history	history	NOUN
ajm-1769	81	10	of	of	ADP
ajm-1769	81	11	colon	colon	NOUN
ajm-1769	81	12	cancer	cancer	NOUN
ajm-1769	81	13	can	can	AUX
ajm-1769	81	14	undergo	undergo	VERB
ajm-1769	81	15	testing	testing	NOUN
ajm-1769	81	16	for	for	ADP
ajm-1769	81	17	genes	gene	NOUN
ajm-1769	81	18	such	such	ADJ
ajm-1769	81	19	as	as	ADP
ajm-1769	81	20	mlh1	mlh1	NOUN
ajm-1769	81	21	and	and	CCONJ
ajm-1769	81	22	msh2	msh2	NOUN
ajm-1769	81	23	that	that	PRON
ajm-1769	81	24	may	may	AUX
ajm-1769	81	25	identify	identify	VERB
ajm-1769	81	26	individuals	individual	NOUN
ajm-1769	81	27	who	who	PRON
ajm-1769	81	28	have	have	VERB
ajm-1769	81	29	a	a	DET
ajm-1769	81	30	risk	risk	NOUN
ajm-1769	81	31	as	as	ADV
ajm-1769	81	32	high	high	ADJ
ajm-1769	81	33	as	as	ADP
ajm-1769	81	34	60	60	NUM
ajm-1769	81	35	%	%	NOUN
ajm-1769	81	36	for	for	ADP
ajm-1769	81	37	colon	colon	NOUN
ajm-1769	81	38	cancer	cancer	NOUN
ajm-1769	81	39	.	.	PUNCT
ajm-1769	82	1	early	early	ADJ
ajm-1769	82	2	and	and	CCONJ
ajm-1769	82	3	regular	regular	ADJ
ajm-1769	82	4	screening	screening	NOUN
ajm-1769	82	5	colonoscopy	colonoscopy	NOUN
ajm-1769	82	6	in	in	ADP
ajm-1769	82	7	these	these	DET
ajm-1769	82	8	individuals	individual	NOUN
ajm-1769	82	9	(	(	PUNCT
ajm-1769	82	10	as	as	SCONJ
ajm-1769	82	11	opposed	oppose	VERB
ajm-1769	82	12	to	to	ADP
ajm-1769	82	13	the	the	DET
ajm-1769	82	14	recommendation	recommendation	NOUN
ajm-1769	82	15	for	for	SCONJ
ajm-1769	82	16	the	the	DET
ajm-1769	82	17	general	general	ADJ
ajm-1769	82	18	population	population	NOUN
ajm-1769	82	19	to	to	PART
ajm-1769	82	20	begin	begin	VERB
ajm-1769	82	21	screening	screen	VERB
ajm-1769	82	22	at	at	ADP
ajm-1769	82	23	a	a	DET
ajm-1769	82	24	particular	particular	ADJ
ajm-1769	82	25	age	age	NOUN
ajm-1769	82	26	)	)	PUNCT
ajm-1769	82	27	may	may	AUX
ajm-1769	82	28	enable	enable	VERB
ajm-1769	82	29	the	the	DET
ajm-1769	82	30	early	early	ADJ
ajm-1769	82	31	detection	detection	NOUN
ajm-1769	82	32	of	of	ADP
ajm-1769	82	33	colon	colon	NOUN
ajm-1769	82	34	cancer(ginsburg	cancer(ginsburg	PROPN
ajm-1769	82	35	&	&	CCONJ
ajm-1769	82	36	willard	willard	NOUN
ajm-1769	82	37	,	,	PUNCT
ajm-1769	82	38	2009	2009	NUM
ajm-1769	82	39	)	)	PUNCT
ajm-1769	82	40	.	.	PUNCT
ajm-1769	83	1	reduction	reduction	NOUN
ajm-1769	83	2	in	in	ADP
ajm-1769	83	3	adverse	adverse	ADJ
ajm-1769	83	4	drug	drug	NOUN
ajm-1769	83	5	reactions	reaction	NOUN
ajm-1769	83	6	:	:	PUNCT
ajm-1769	83	7	personalized	personalized	ADJ
ajm-1769	83	8	medicine	medicine	NOUN
ajm-1769	83	9	has	have	AUX
ajm-1769	83	10	been	be	AUX
ajm-1769	83	11	shown	show	VERB
ajm-1769	83	12	to	to	PART
ajm-1769	83	13	reduce	reduce	VERB
ajm-1769	83	14	the	the	DET
ajm-1769	83	15	adverse	adverse	ADJ
ajm-1769	83	16	effect	effect	NOUN
ajm-1769	83	17	of	of	ADP
ajm-1769	83	18	certain	certain	ADJ
ajm-1769	83	19	drugs	drug	NOUN
ajm-1769	83	20	by	by	ADP
ajm-1769	83	21	being	be	AUX
ajm-1769	83	22	able	able	ADJ
ajm-1769	83	23	to	to	PART
ajm-1769	83	24	interpret	interpret	VERB
ajm-1769	83	25	genetic	genetic	ADJ
ajm-1769	83	26	information	information	NOUN
ajm-1769	83	27	of	of	ADP
ajm-1769	83	28	individuals	individual	NOUN
ajm-1769	83	29	to	to	PART
ajm-1769	83	30	determine	determine	VERB
ajm-1769	83	31	the	the	DET
ajm-1769	83	32	likelihood	likelihood	NOUN
ajm-1769	83	33	of	of	ADP
ajm-1769	83	34	positive	positive	ADJ
ajm-1769	83	35	response	response	NOUN
ajm-1769	83	36	to	to	ADP
ajm-1769	83	37	a	a	DET
ajm-1769	83	38	particular	particular	ADJ
ajm-1769	83	39	treatment	treatment	NOUN
ajm-1769	83	40	option	option	NOUN
ajm-1769	83	41	.	.	PUNCT
ajm-1769	84	1	a	a	DET
ajm-1769	84	2	typical	typical	ADJ
ajm-1769	84	3	case	case	NOUN
ajm-1769	84	4	is	be	AUX
ajm-1769	84	5	that	that	PRON
ajm-1769	84	6	of	of	ADP
ajm-1769	84	7	panitimumab	panitimumab	NOUN
ajm-1769	84	8	,	,	PUNCT
ajm-1769	84	9	a	a	DET
ajm-1769	84	10	drug	drug	NOUN
ajm-1769	84	11	for	for	ADP
ajm-1769	84	12	the	the	DET
ajm-1769	84	13	treatment	treatment	NOUN
ajm-1769	84	14	of	of	ADP
ajm-1769	84	15	colon	colon	NOUN
ajm-1769	84	16	cancer	cancer	NOUN
ajm-1769	84	17	,	,	PUNCT
ajm-1769	84	18	it	it	PRON
ajm-1769	84	19	has	have	AUX
ajm-1769	84	20	shown	show	VERB
ajm-1769	84	21	to	to	PART
ajm-1769	84	22	be	be	AUX
ajm-1769	84	23	effective	effective	ADJ
ajm-1769	84	24	only	only	ADV
ajm-1769	84	25	in	in	ADP
ajm-1769	84	26	the	the	DET
ajm-1769	84	27	absence	absence	NOUN
ajm-1769	84	28	of	of	ADP
ajm-1769	84	29	kras	kras	PROPN
ajm-1769	84	30	mutation	mutation	NOUN
ajm-1769	84	31	in	in	ADP
ajm-1769	84	32	tumor	tumor	NOUN
ajm-1769	84	33	.	.	PUNCT
ajm-1769	85	1	also	also	ADV
ajm-1769	85	2	,	,	PUNCT
ajm-1769	85	3	the	the	DET
ajm-1769	85	4	drug	drug	NOUN
ajm-1769	85	5	maraviroc	maraviroc	NOUN
ajm-1769	85	6	is	be	AUX
ajm-1769	85	7	only	only	ADV
ajm-1769	85	8	beneficial	beneficial	ADJ
ajm-1769	85	9	for	for	ADP
ajm-1769	85	10	hiv	hiv	PROPN
ajm-1769	85	11	patients	patient	NOUN
ajm-1769	85	12	with	with	ADP
ajm-1769	85	13	certain	certain	ADJ
ajm-1769	85	14	strains	strain	NOUN
ajm-1769	85	15	(	(	PUNCT
ajm-1769	85	16	ccr5	ccr5	NOUN
ajm-1769	85	17	)	)	PUNCT
ajm-1769	85	18	of	of	ADP
ajm-1769	85	19	hiv	hiv	PROPN
ajm-1769	85	20	disease	disease	NOUN
ajm-1769	85	21	.	.	PUNCT
ajm-1769	86	1	these	these	DET
ajm-1769	86	2	examples	example	NOUN
ajm-1769	86	3	,	,	PUNCT
ajm-1769	86	4	among	among	ADP
ajm-1769	86	5	others	other	NOUN
ajm-1769	86	6	,	,	PUNCT
ajm-1769	86	7	demonstrate	demonstrate	VERB
ajm-1769	86	8	how	how	SCONJ
ajm-1769	86	9	genomic	genomic	ADJ
ajm-1769	86	10	information	information	NOUN
ajm-1769	86	11	may	may	AUX
ajm-1769	86	12	lead	lead	VERB
ajm-1769	86	13	to	to	ADP
ajm-1769	86	14	tailored	tailor	VERB
ajm-1769	86	15	treatments	treatment	NOUN
ajm-1769	86	16	with	with	ADP
ajm-1769	86	17	fewer	few	ADJ
ajm-1769	86	18	adverse	adverse	ADJ
ajm-1769	86	19	effects	effect	NOUN
ajm-1769	86	20	and	and	CCONJ
ajm-1769	86	21	a	a	DET
ajm-1769	86	22	positive	positive	ADJ
ajm-1769	86	23	impact	impact	NOUN
ajm-1769	86	24	on	on	ADP
ajm-1769	86	25	personal	personal	ADJ
ajm-1769	86	26	health	health	NOUN
ajm-1769	86	27	and	and	CCONJ
ajm-1769	86	28	well	well	ADV
ajm-1769	86	29	-	-	PUNCT
ajm-1769	86	30	being(najafzadeh	being(najafzadeh	PROPN
ajm-1769	86	31	,	,	PUNCT
ajm-1769	86	32	davis	davis	PROPN
ajm-1769	86	33	,	,	PUNCT
ajm-1769	86	34	joshi	joshi	PROPN
ajm-1769	86	35	,	,	PUNCT
ajm-1769	86	36	&	&	CCONJ
ajm-1769	86	37	marra	marra	PROPN
ajm-1769	86	38	,	,	PUNCT
ajm-1769	86	39	2013	2013	NUM
ajm-1769	86	40	)	)	PUNCT
ajm-1769	86	41	.	.	PUNCT
ajm-1769	87	1	issues	issue	NOUN
ajm-1769	87	2	and	and	CCONJ
ajm-1769	87	3	problems	problem	NOUN
ajm-1769	87	4	personalized	personalize	VERB
ajm-1769	87	5	medicine	medicine	NOUN
ajm-1769	87	6	promises	promise	NOUN
ajm-1769	87	7	so	so	ADV
ajm-1769	87	8	many	many	ADJ
ajm-1769	87	9	opportunities	opportunity	NOUN
ajm-1769	87	10	in	in	ADP
ajm-1769	87	11	the	the	DET
ajm-1769	87	12	improvement	improvement	NOUN
ajm-1769	87	13	of	of	ADP
ajm-1769	87	14	health	health	NOUN
ajm-1769	87	15	care	care	NOUN
ajm-1769	87	16	,	,	PUNCT
ajm-1769	87	17	from	from	ADP
ajm-1769	87	18	cost	cost	NOUN
ajm-1769	87	19	savings	saving	NOUN
ajm-1769	87	20	to	to	ADP
ajm-1769	87	21	prevention	prevention	NOUN
ajm-1769	87	22	and	and	CCONJ
ajm-1769	87	23	reduction	reduction	NOUN
ajm-1769	87	24	of	of	ADP
ajm-1769	87	25	adverse	adverse	ADJ
ajm-1769	87	26	drug	drug	NOUN
ajm-1769	87	27	reactions	reaction	NOUN
ajm-1769	87	28	.	.	PUNCT
ajm-1769	88	1	in	in	ADP
ajm-1769	88	2	the	the	DET
ajm-1769	88	3	midst	midst	NOUN
ajm-1769	88	4	of	of	ADP
ajm-1769	88	5	all	all	DET
ajm-1769	88	6	these	these	DET
ajm-1769	88	7	promises	promise	NOUN
ajm-1769	88	8	,	,	PUNCT
ajm-1769	88	9	they	they	PRON
ajm-1769	88	10	are	be	AUX
ajm-1769	88	11	many	many	ADJ
ajm-1769	88	12	challenges	challenge	NOUN
ajm-1769	88	13	that	that	PRON
ajm-1769	88	14	need	need	VERB
ajm-1769	88	15	to	to	PART
ajm-1769	88	16	be	be	AUX
ajm-1769	88	17	addressed	address	VERB
ajm-1769	88	18	in	in	ADP
ajm-1769	88	19	order	order	NOUN
ajm-1769	88	20	to	to	PART
ajm-1769	88	21	fully	fully	ADV
ajm-1769	88	22	harness	harness	VERB
ajm-1769	88	23	the	the	DET
ajm-1769	88	24	tremendous	tremendous	ADJ
ajm-1769	88	25	benefits	benefit	NOUN
ajm-1769	88	26	of	of	ADP
ajm-1769	88	27	personalized	personalized	ADJ
ajm-1769	88	28	medicine	medicine	NOUN
ajm-1769	88	29	.	.	PUNCT
ajm-1769	89	1	these	these	DET
ajm-1769	89	2	obstacles	obstacle	NOUN
ajm-1769	89	3	range	range	VERB
ajm-1769	89	4	from	from	ADP
ajm-1769	89	5	obstacles	obstacle	NOUN
ajm-1769	89	6	in	in	ADP
ajm-1769	89	7	public	public	ADJ
ajm-1769	89	8	policy	policy	NOUN
ajm-1769	89	9	which	which	PRON
ajm-1769	89	10	include	include	VERB
ajm-1769	89	11	uncertain	uncertain	ADJ
ajm-1769	89	12	regulatory	regulatory	ADJ
ajm-1769	89	13	requirements	requirement	NOUN
ajm-1769	89	14	,	,	PUNCT
ajm-1769	89	15	insufficient	insufficient	ADJ
ajm-1769	89	16	insurance	insurance	NOUN
ajm-1769	89	17	reimbursement	reimbursement	NOUN
ajm-1769	89	18	for	for	ADP
ajm-1769	89	19	diagnostic	diagnostic	ADJ
ajm-1769	89	20	tests	test	NOUN
ajm-1769	89	21	linked	link	VERB
ajm-1769	89	22	to	to	ADP
ajm-1769	89	23	pre	pre	ADJ
ajm-1769	89	24	-	-	ADJ
ajm-1769	89	25	emptive	emptive	ADJ
ajm-1769	89	26	care	care	NOUN
ajm-1769	89	27	,	,	PUNCT
ajm-1769	89	28	incomplete	incomplete	ADJ
ajm-1769	89	29	legal	legal	ADJ
ajm-1769	89	30	protections	protection	NOUN
ajm-1769	89	31	to	to	PART
ajm-1769	89	32	prevent	prevent	VERB
ajm-1769	89	33	genetic	genetic	ADJ
ajm-1769	89	34	discrimination	discrimination	NOUN
ajm-1769	89	35	,	,	PUNCT
ajm-1769	89	36	the	the	DET
ajm-1769	89	37	lack	lack	NOUN
ajm-1769	89	38	of	of	ADP
ajm-1769	89	39	a	a	DET
ajm-1769	89	40	comprehensive	comprehensive	ADJ
ajm-1769	89	41	healthcare	healthcare	NOUN
ajm-1769	89	42	information	information	NOUN
ajm-1769	89	43	technology	technology	NOUN
ajm-1769	89	44	system	system	NOUN
ajm-1769	89	45	,	,	PUNCT
ajm-1769	89	46	and	and	CCONJ
ajm-1769	89	47	a	a	DET
ajm-1769	89	48	lack	lack	NOUN
ajm-1769	89	49	of	of	ADP
ajm-1769	89	50	integration	integration	NOUN
ajm-1769	89	51	of	of	ADP
ajm-1769	89	52	this	this	DET
ajm-1769	89	53	knowledge	knowledge	NOUN
ajm-1769	89	54	into	into	ADP
ajm-1769	89	55	the	the	DET
ajm-1769	89	56	medical	medical	ADJ
ajm-1769	89	57	education	education	NOUN
ajm-1769	89	58	system	system	NOUN
ajm-1769	89	59	;	;	PUNCT
ajm-1769	89	60	thereby	thereby	ADV
ajm-1769	89	61	making	make	VERB
ajm-1769	89	62	it	it	PRON
ajm-1769	89	63	difficult	difficult	ADJ
ajm-1769	89	64	for	for	SCONJ
ajm-1769	89	65	physicians	physician	NOUN
ajm-1769	89	66	to	to	PART
ajm-1769	89	67	incorporate	incorporate	VERB
ajm-1769	89	68	personalized	personalized	ADJ
ajm-1769	89	69	medicine	medicine	NOUN
ajm-1769	89	70	diagnostics	diagnostic	NOUN
ajm-1769	89	71	or	or	CCONJ
ajm-1769	89	72	pharmacogenomics	pharmacogenomic	NOUN
ajm-1769	89	73	into	into	ADP
ajm-1769	89	74	their	their	PRON
ajm-1769	89	75	practices	practice	NOUN
ajm-1769	89	76	(	(	PUNCT
ajm-1769	89	77	personalized	personalized	ADJ
ajm-1769	89	78	medicine	medicine	NOUN
ajm-1769	89	79	,	,	PUNCT
ajm-1769	89	80	2014	2014	NUM
ajm-1769	89	81	)	)	PUNCT
ajm-1769	89	82	.	.	PUNCT
ajm-1769	90	1	davis	davis	PROPN
ajm-1769	90	2	et	et	PROPN
ajm-1769	90	3	al	al	PROPN
ajm-1769	90	4	.	.	PROPN
ajm-1769	90	5	offers	offer	VERB
ajm-1769	90	6	a	a	DET
ajm-1769	90	7	slightly	slightly	ADV
ajm-1769	90	8	different	different	ADJ
ajm-1769	90	9	perspective	perspective	NOUN
ajm-1769	90	10	to	to	ADP
ajm-1769	90	11	the	the	DET
ajm-1769	90	12	challenges	challenge	NOUN
ajm-1769	90	13	of	of	ADP
ajm-1769	90	14	personalized	personalized	ADJ
ajm-1769	90	15	medicine	medicine	NOUN
ajm-1769	90	16	through	through	ADP
ajm-1769	90	17	an	an	DET
ajm-1769	90	18	investigation	investigation	NOUN
ajm-1769	90	19	carried	carry	VERB
ajm-1769	90	20	out	out	ADP
ajm-1769	90	21	in	in	ADP
ajm-1769	90	22	2009	2009	NUM
ajm-1769	90	23	on	on	ADP
ajm-1769	90	24	the	the	DET
ajm-1769	90	25	challenges	challenge	NOUN
ajm-1769	90	26	of	of	ADP
ajm-1769	90	27	and	and	CCONJ
ajm-1769	90	28	promises	promise	NOUN
ajm-1769	90	29	of	of	ADP
ajm-1769	90	30	personalized	personalized	ADJ
ajm-1769	90	31	medicine	medicine	NOUN
ajm-1769	90	32	;	;	PUNCT
ajm-1769	90	33	their	their	PRON
ajm-1769	90	34	findings	finding	NOUN
ajm-1769	90	35	highlighted	highlight	VERB
ajm-1769	90	36	the	the	DET
ajm-1769	90	37	three	three	NUM
ajm-1769	90	38	following	follow	VERB
ajm-1769	90	39	major	major	ADJ
ajm-1769	90	40	obstacles	obstacle	NOUN
ajm-1769	90	41	that	that	PRON
ajm-1769	90	42	have	have	AUX
ajm-1769	90	43	held	hold	VERB
ajm-1769	90	44	back	back	ADP
ajm-1769	90	45	the	the	DET
ajm-1769	90	46	advancement	advancement	NOUN
ajm-1769	90	47	of	of	ADP
ajm-1769	90	48	personalized	personalized	ADJ
ajm-1769	90	49	medicine	medicine	NOUN
ajm-1769	90	50	:	:	PUNCT
ajm-1769	90	51	scientific	scientific	ADJ
ajm-1769	90	52	challenges	challenge	NOUN
ajm-1769	90	53	(	(	PUNCT
ajm-1769	90	54	for	for	ADP
ajm-1769	90	55	example	example	NOUN
ajm-1769	90	56	,	,	PUNCT
ajm-1769	90	57	poor	poor	ADJ
ajm-1769	90	58	understanding	understanding	NOUN
ajm-1769	90	59	of	of	ADP
ajm-1769	90	60	molecular	molecular	ADJ
ajm-1769	90	61	mechanisms	mechanism	NOUN
ajm-1769	90	62	or	or	CCONJ
ajm-1769	90	63	a	a	DET
ajm-1769	90	64	lack	lack	NOUN
ajm-1769	90	65	of	of	ADP
ajm-1769	90	66	molecular	molecular	ADJ
ajm-1769	90	67	markers	marker	NOUN
ajm-1769	90	68	associated	associate	VERB
ajm-1769	90	69	with	with	ADP
ajm-1769	90	70	some	some	DET
ajm-1769	90	71	diseases	disease	NOUN
ajm-1769	90	72	)	)	PUNCT
ajm-1769	90	73	;	;	PUNCT
ajm-1769	90	74	economic	economic	ADJ
ajm-1769	90	75	challenges	challenge	NOUN
ajm-1769	90	76	(	(	PUNCT
ajm-1769	90	77	that	that	PRON
ajm-1769	90	78	is	is	ADV
ajm-1769	90	79	,	,	PUNCT
ajm-1769	90	80	incentives	incentive	NOUN
ajm-1769	90	81	that	that	PRON
ajm-1769	90	82	are	be	AUX
ajm-1769	90	83	poorly	poorly	ADV
ajm-1769	90	84	aligned	align	VERB
ajm-1769	90	85	between	between	ADP
ajm-1769	90	86	stakeholders	stakeholder	NOUN
ajm-1769	90	87	)	)	PUNCT
ajm-1769	90	88	;	;	PUNCT
ajm-1769	90	89	operational	operational	ADJ
ajm-1769	90	90	issues	issue	NOUN
ajm-1769	90	91	electronic	electronic	ADJ
ajm-1769	90	92	tracking	tracking	NOUN
ajm-1769	90	93	of	of	ADP
ajm-1769	90	94	diagnostic	diagnostic	ADJ
ajm-1769	90	95	information	information	NOUN
ajm-1769	90	96	,	,	PUNCT
ajm-1769	90	97	privacy	privacy	NOUN
ajm-1769	90	98	concerns	concern	NOUN
ajm-1769	90	99	,	,	PUNCT
ajm-1769	90	100	reimbursement	reimbursement	NOUN
ajm-1769	90	101	coding	code	VERB
ajm-1769	90	102	issues	issue	NOUN
ajm-1769	90	103	and	and	CCONJ
ajm-1769	90	104	provider	provider	NOUN
ajm-1769	90	105	and	and	CCONJ
ajm-1769	90	106	patient	patient	ADJ
ajm-1769	90	107	education	education	NOUN
ajm-1769	90	108	)	)	PUNCT
ajm-1769	90	109	.	.	PUNCT
ajm-1769	91	1	although	although	SCONJ
ajm-1769	91	2	scientific	scientific	ADJ
ajm-1769	91	3	challenges	challenge	NOUN
ajm-1769	91	4	remain	remain	VERB
ajm-1769	91	5	,	,	PUNCT
ajm-1769	91	6	it	it	PRON
ajm-1769	91	7	now	now	ADV
ajm-1769	91	8	seems	seem	VERB
ajm-1769	91	9	that	that	SCONJ
ajm-1769	91	10	the	the	DET
ajm-1769	91	11	economic	economic	ADJ
ajm-1769	91	12	challenges	challenge	NOUN
ajm-1769	91	13	and	and	CCONJ
ajm-1769	91	14	operational	operational	ADJ
ajm-1769	91	15	issues	issue	NOUN
ajm-1769	91	16	present	present	VERB
ajm-1769	91	17	the	the	DET
ajm-1769	91	18	most	most	ADV
ajm-1769	91	19	significant	significant	ADJ
ajm-1769	91	20	obstacles	obstacle	NOUN
ajm-1769	91	21	to	to	ADP
ajm-1769	91	22	the	the	DET
ajm-1769	91	23	further	further	ADJ
ajm-1769	91	24	development	development	NOUN
ajm-1769	91	25	of	of	ADP
ajm-1769	91	26	personalized	personalized	ADJ
ajm-1769	91	27	medicine	medicine	NOUN
ajm-1769	91	28	.	.	PUNCT
ajm-1769	92	1	in	in	ADP
ajm-1769	92	2	many	many	ADJ
ajm-1769	92	3	cases	case	NOUN
ajm-1769	92	4	,	,	PUNCT
ajm-1769	92	5	operational	operational	ADJ
ajm-1769	92	6	issues	issue	NOUN
ajm-1769	92	7	can	can	AUX
ajm-1769	92	8	largely	largely	ADV
ajm-1769	92	9	be	be	AUX
ajm-1769	92	10	resolved	resolve	VERB
ajm-1769	92	11	within	within	ADP
ajm-1769	92	12	a	a	DET
ajm-1769	92	13	particular	particular	ADJ
ajm-1769	92	14	stakeholder	stakeholder	NOUN
ajm-1769	92	15	group(davis	group(davis	PROPN
ajm-1769	92	16	et	et	NOUN
ajm-1769	92	17	al	al	PROPN
ajm-1769	92	18	.	.	PROPN
ajm-1769	92	19	,	,	PUNCT
ajm-1769	92	20	2009	2009	NUM
ajm-1769	92	21	)	)	PUNCT
ajm-1769	92	22	(	(	PUNCT
ajm-1769	92	23	davis	davis	PROPN
ajm-1769	92	24	et	et	PROPN
ajm-1769	92	25	al	al	PROPN
ajm-1769	92	26	,	,	PUNCT
ajm-1769	92	27	2009	2009	NUM
ajm-1769	92	28	)	)	PUNCT
ajm-1769	92	29	.	.	PUNCT
ajm-1769	93	1	ethical	ethical	ADJ
ajm-1769	93	2	issues	issue	NOUN
ajm-1769	93	3	:	:	PUNCT
ajm-1769	93	4	unlike	unlike	ADP
ajm-1769	93	5	many	many	ADJ
ajm-1769	93	6	other	other	ADJ
ajm-1769	93	7	diagnostic	diagnostic	ADJ
ajm-1769	93	8	tests	test	NOUN
ajm-1769	93	9	,	,	PUNCT
ajm-1769	93	10	genomic	genomic	NOUN
ajm-1769	93	11	sequencing	sequencing	NOUN
ajm-1769	93	12	for	for	ADP
ajm-1769	93	13	personalized	personalized	ADJ
ajm-1769	93	14	medicine	medicine	NOUN
ajm-1769	93	15	allows	allow	VERB
ajm-1769	93	16	the	the	DET
ajm-1769	93	17	identification	identification	NOUN
ajm-1769	93	18	of	of	ADP
ajm-1769	93	19	individual	individual	ADJ
ajm-1769	93	20	and	and	CCONJ
ajm-1769	93	21	related	related	ADJ
ajm-1769	93	22	family	family	NOUN
ajm-1769	93	23	members	member	NOUN
ajm-1769	93	24	.	.	PUNCT
ajm-1769	94	1	thus	thus	ADV
ajm-1769	94	2	,	,	PUNCT
ajm-1769	94	3	concerns	concern	NOUN
ajm-1769	94	4	regarding	regard	VERB
ajm-1769	94	5	data	datum	NOUN
ajm-1769	94	6	security	security	NOUN
ajm-1769	94	7	,	,	PUNCT
ajm-1769	94	8	confidentiality	confidentiality	NOUN
ajm-1769	94	9	and	and	CCONJ
ajm-1769	94	10	privacy	privacy	NOUN
ajm-1769	94	11	are	be	AUX
ajm-1769	94	12	raised	raise	VERB
ajm-1769	94	13	and	and	CCONJ
ajm-1769	94	14	access	access	NOUN
ajm-1769	94	15	to	to	ADP
ajm-1769	94	16	genomic	genomic	ADJ
ajm-1769	94	17	patient	patient	ADJ
ajm-1769	94	18	data	datum	NOUN
ajm-1769	94	19	must	must	AUX
ajm-1769	94	20	be	be	AUX
ajm-1769	94	21	restricted	restrict	VERB
ajm-1769	94	22	to	to	ADP
ajm-1769	94	23	the	the	DET
ajm-1769	94	24	use	use	NOUN
ajm-1769	94	25	in	in	ADP
ajm-1769	94	26	clinical	clinical	ADJ
ajm-1769	94	27	practice	practice	NOUN
ajm-1769	94	28	(	(	PUNCT
ajm-1769	94	29	de	de	X
ajm-1769	94	30	lecea	lecea	PROPN
ajm-1769	94	31	&	&	CCONJ
ajm-1769	94	32	rossbach	rossbach	PROPN
ajm-1769	94	33	,	,	PUNCT
ajm-1769	94	34	2012	2012	NUM
ajm-1769	94	35	)	)	PUNCT
ajm-1769	94	36	.	.	PUNCT
ajm-1769	95	1	in	in	ADP
ajm-1769	95	2	the	the	DET
ajm-1769	95	3	meantime	meantime	NOUN
ajm-1769	95	4	,	,	PUNCT
ajm-1769	95	5	the	the	DET
ajm-1769	95	6	data	datum	NOUN
ajm-1769	95	7	collected	collect	VERB
ajm-1769	95	8	by	by	ADP
ajm-1769	95	9	biological	biological	ADJ
ajm-1769	95	10	specimen	speciman	NOUN
ajm-1769	95	11	such	such	ADJ
ajm-1769	95	12	as	as	ADP
ajm-1769	95	13	patterns	pattern	NOUN
ajm-1769	95	14	of	of	ADP
ajm-1769	95	15	rna	rna	PROPN
ajm-1769	95	16	and	and	CCONJ
ajm-1769	95	17	dna	dna	PROPN
ajm-1769	95	18	,	,	PUNCT
ajm-1769	95	19	individual	individual	ADJ
ajm-1769	95	20	�	�	PROPN
ajm-1769	95	21	s	s	PART
ajm-1769	95	22	cell	cell	NOUN
ajm-1769	95	23	populations	population	NOUN
ajm-1769	95	24	,	,	PUNCT
ajm-1769	95	25	protein	protein	NOUN
ajm-1769	95	26	and	and	CCONJ
ajm-1769	95	27	metabolites	metabolite	NOUN
ajm-1769	95	28	are	be	AUX
ajm-1769	95	29	very	very	ADV
ajm-1769	95	30	sensitive	sensitive	ADJ
ajm-1769	95	31	data	datum	NOUN
ajm-1769	95	32	which	which	PRON
ajm-1769	95	33	makes	make	VERB
ajm-1769	95	34	the	the	DET
ajm-1769	95	35	security	security	NOUN
ajm-1769	95	36	a	a	DET
ajm-1769	95	37	high	high	ADJ
ajm-1769	95	38	priority	priority	NOUN
ajm-1769	95	39	for	for	ADP
ajm-1769	95	40	the	the	DET
ajm-1769	95	41	institutions	institution	NOUN
ajm-1769	95	42	who	who	PRON
ajm-1769	95	43	keep	keep	VERB
ajm-1769	95	44	such	such	ADJ
ajm-1769	95	45	records	record	NOUN
ajm-1769	95	46	(	(	PUNCT
ajm-1769	95	47	mathias	mathia	NOUN
ajm-1769	95	48	,	,	PUNCT
ajm-1769	95	49	lipori	lipori	NOUN
ajm-1769	95	50	,	,	PUNCT
ajm-1769	95	51	moldawer	moldawer	NOUN
ajm-1769	95	52	,	,	PUNCT
ajm-1769	95	53	&	&	CCONJ
ajm-1769	95	54	efron	efron	PROPN
ajm-1769	95	55	,	,	PUNCT
ajm-1769	95	56	2016	2016	NUM
ajm-1769	95	57	)	)	PUNCT
ajm-1769	95	58	.	.	PUNCT
ajm-1769	96	1	for	for	SCONJ
ajm-1769	96	2	patients	patient	NOUN
ajm-1769	96	3	or	or	CCONJ
ajm-1769	96	4	individuals	individual	NOUN
ajm-1769	96	5	to	to	PART
ajm-1769	96	6	be	be	AUX
ajm-1769	96	7	willing	willing	ADJ
ajm-1769	96	8	to	to	PART
ajm-1769	96	9	take	take	VERB
ajm-1769	96	10	advantage	advantage	NOUN
ajm-1769	96	11	of	of	ADP
ajm-1769	96	12	personalized	personalized	ADJ
ajm-1769	96	13	medicine	medicine	NOUN
ajm-1769	96	14	,	,	PUNCT
ajm-1769	96	15	they	they	PRON
ajm-1769	96	16	need	need	VERB
ajm-1769	96	17	to	to	PART
ajm-1769	96	18	make	make	VERB
ajm-1769	96	19	sure	sure	ADJ
ajm-1769	96	20	that	that	SCONJ
ajm-1769	96	21	their	their	PRON
ajm-1769	96	22	privacy	privacy	NOUN
ajm-1769	96	23	is	be	AUX
ajm-1769	96	24	protected	protect	VERB
ajm-1769	96	25	to	to	ADP
ajm-1769	96	26	a	a	DET
ajm-1769	96	27	great	great	ADJ
ajm-1769	96	28	extent	extent	NOUN
ajm-1769	96	29	.	.	PUNCT
ajm-1769	97	1	certain	certain	ADJ
ajm-1769	97	2	ethical	ethical	ADJ
ajm-1769	97	3	questions	question	NOUN
ajm-1769	97	4	arise	arise	VERB
ajm-1769	97	5	on	on	ADP
ajm-1769	97	6	the	the	DET
ajm-1769	97	7	extent	extent	NOUN
ajm-1769	97	8	to	to	PART
ajm-1769	97	9	which	which	PRON
ajm-1769	97	10	genetic	genetic	ADJ
ajm-1769	97	11	information	information	NOUN
ajm-1769	97	12	of	of	ADP
ajm-1769	97	13	an	an	DET
ajm-1769	97	14	individual	individual	NOUN
ajm-1769	97	15	should	should	AUX
ajm-1769	97	16	be	be	AUX
ajm-1769	97	17	used	use	VERB
ajm-1769	97	18	for	for	ADP
ajm-1769	97	19	american	american	ADJ
ajm-1769	97	20	journal	journal	PROPN
ajm-1769	97	21	of	of	ADP
ajm-1769	97	22	management	management	NOUN
ajm-1769	97	23	vol	vol	NOUN
ajm-1769	97	24	.	.	PUNCT
ajm-1769	98	1	17(1	17(1	NUM
ajm-1769	98	2	)	)	PUNCT
ajm-1769	98	3	2017	2017	NUM
ajm-1769	98	4	15	15	NUM
ajm-1769	98	5	personalized	personalize	VERB
ajm-1769	98	6	medicine	medicine	NOUN
ajm-1769	98	7	services	service	NOUN
ajm-1769	98	8	.	.	PUNCT
ajm-1769	99	1	collecting	collect	VERB
ajm-1769	99	2	personal	personal	ADJ
ajm-1769	99	3	information	information	NOUN
ajm-1769	99	4	and	and	CCONJ
ajm-1769	99	5	sharing	share	VERB
ajm-1769	99	6	it	it	PRON
ajm-1769	99	7	with	with	ADP
ajm-1769	99	8	other	other	ADJ
ajm-1769	99	9	family	family	NOUN
ajm-1769	99	10	members	member	NOUN
ajm-1769	99	11	who	who	PRON
ajm-1769	99	12	share	share	VERB
ajm-1769	99	13	the	the	DET
ajm-1769	99	14	same	same	ADJ
ajm-1769	99	15	genetics	genetic	NOUN
ajm-1769	99	16	,	,	PUNCT
ajm-1769	99	17	increases	increase	VERB
ajm-1769	99	18	the	the	DET
ajm-1769	99	19	likelihood	likelihood	NOUN
ajm-1769	99	20	of	of	ADP
ajm-1769	99	21	learning	learn	VERB
ajm-1769	99	22	a	a	DET
ajm-1769	99	23	lot	lot	NOUN
ajm-1769	99	24	of	of	ADP
ajm-1769	99	25	personal	personal	ADJ
ajm-1769	99	26	information	information	NOUN
ajm-1769	99	27	of	of	ADP
ajm-1769	99	28	other	other	ADJ
ajm-1769	99	29	relatives	relative	NOUN
ajm-1769	99	30	.	.	PUNCT
ajm-1769	100	1	furthermore	furthermore	ADV
ajm-1769	100	2	,	,	PUNCT
ajm-1769	100	3	this	this	DET
ajm-1769	100	4	kind	kind	NOUN
ajm-1769	100	5	of	of	ADP
ajm-1769	100	6	data	datum	NOUN
ajm-1769	100	7	,	,	PUNCT
ajm-1769	100	8	even	even	ADV
ajm-1769	100	9	after	after	SCONJ
ajm-1769	100	10	you	you	PRON
ajm-1769	100	11	remove	remove	VERB
ajm-1769	100	12	the	the	DET
ajm-1769	100	13	identifiers	identifier	NOUN
ajm-1769	100	14	,	,	PUNCT
ajm-1769	100	15	can	can	AUX
ajm-1769	100	16	provide	provide	VERB
ajm-1769	100	17	enough	enough	ADJ
ajm-1769	100	18	information	information	NOUN
ajm-1769	100	19	to	to	PART
ajm-1769	100	20	identify	identify	VERB
ajm-1769	100	21	someone	someone	PRON
ajm-1769	100	22	.	.	PUNCT
ajm-1769	101	1	therefore	therefore	ADV
ajm-1769	101	2	,	,	PUNCT
ajm-1769	101	3	their	their	PRON
ajm-1769	101	4	privacy	privacy	NOUN
ajm-1769	101	5	can	can	AUX
ajm-1769	101	6	be	be	AUX
ajm-1769	101	7	at	at	ADP
ajm-1769	101	8	risk	risk	NOUN
ajm-1769	101	9	.	.	PUNCT
ajm-1769	102	1	another	another	DET
ajm-1769	102	2	major	major	ADJ
ajm-1769	102	3	issue	issue	NOUN
ajm-1769	102	4	that	that	PRON
ajm-1769	102	5	may	may	AUX
ajm-1769	102	6	arise	arise	VERB
ajm-1769	102	7	from	from	ADP
ajm-1769	102	8	personalized	personalized	ADJ
ajm-1769	102	9	medicine	medicine	NOUN
ajm-1769	102	10	is	be	AUX
ajm-1769	102	11	that	that	SCONJ
ajm-1769	102	12	insurance	insurance	NOUN
ajm-1769	102	13	companies	company	NOUN
ajm-1769	102	14	may	may	AUX
ajm-1769	102	15	require	require	VERB
ajm-1769	102	16	genetic	genetic	ADJ
ajm-1769	102	17	testing	testing	NOUN
ajm-1769	102	18	to	to	PART
ajm-1769	102	19	pay	pay	VERB
ajm-1769	102	20	for	for	ADP
ajm-1769	102	21	targeted	target	VERB
ajm-1769	102	22	treatment	treatment	NOUN
ajm-1769	102	23	even	even	ADV
ajm-1769	102	24	though	though	SCONJ
ajm-1769	102	25	it	it	PRON
ajm-1769	102	26	might	might	AUX
ajm-1769	102	27	be	be	AUX
ajm-1769	102	28	against	against	ADP
ajm-1769	102	29	a	a	DET
ajm-1769	102	30	patients	patient	NOUN
ajm-1769	102	31	�	�	NOUN
ajm-1769	102	32	choice	choice	NOUN
ajm-1769	102	33	;	;	PUNCT
ajm-1769	102	34	secondly	secondly	ADV
ajm-1769	102	35	,	,	PUNCT
ajm-1769	102	36	insurance	insurance	NOUN
ajm-1769	102	37	companies	company	NOUN
ajm-1769	102	38	might	might	AUX
ajm-1769	102	39	not	not	PART
ajm-1769	102	40	agree	agree	VERB
ajm-1769	102	41	to	to	PART
ajm-1769	102	42	pay	pay	VERB
ajm-1769	102	43	for	for	ADP
ajm-1769	102	44	a	a	DET
ajm-1769	102	45	particular	particular	ADJ
ajm-1769	102	46	treatment	treatment	NOUN
ajm-1769	102	47	or	or	CCONJ
ajm-1769	102	48	drug	drug	NOUN
ajm-1769	102	49	because	because	SCONJ
ajm-1769	102	50	it	it	PRON
ajm-1769	102	51	is	be	AUX
ajm-1769	102	52	not	not	PART
ajm-1769	102	53	a	a	DET
ajm-1769	102	54	known	know	VERB
ajm-1769	102	55	treatment	treatment	NOUN
ajm-1769	102	56	for	for	ADP
ajm-1769	102	57	a	a	DET
ajm-1769	102	58	particular	particular	ADJ
ajm-1769	102	59	disease	disease	NOUN
ajm-1769	102	60	but	but	CCONJ
ajm-1769	102	61	can	can	AUX
ajm-1769	102	62	be	be	AUX
ajm-1769	102	63	used	use	VERB
ajm-1769	102	64	for	for	ADP
ajm-1769	102	65	a	a	DET
ajm-1769	102	66	unique	unique	ADJ
ajm-1769	102	67	individual	individual	NOUN
ajm-1769	102	68	(	(	PUNCT
ajm-1769	102	69	josko	josko	ADV
ajm-1769	102	70	,	,	PUNCT
ajm-1769	102	71	2014	2014	NUM
ajm-1769	102	72	)	)	PUNCT
ajm-1769	102	73	.	.	PUNCT
ajm-1769	103	1	practitioners	practitioner	NOUN
ajm-1769	103	2	�	�	PROPN
ajm-1769	103	3	perceptions	perception	NOUN
ajm-1769	103	4	according	accord	VERB
ajm-1769	103	5	to	to	ADP
ajm-1769	103	6	raghavan	raghavan	PROPN
ajm-1769	103	7	and	and	CCONJ
ajm-1769	103	8	vassy	vassy	PROPN
ajm-1769	103	9	(	(	PUNCT
ajm-1769	103	10	raghavan	raghavan	PROPN
ajm-1769	103	11	&	&	CCONJ
ajm-1769	103	12	vassy	vassy	PROPN
ajm-1769	103	13	,	,	PUNCT
ajm-1769	103	14	2014	2014	NUM
ajm-1769	103	15	)	)	PUNCT
ajm-1769	103	16	,	,	PUNCT
ajm-1769	103	17	there	there	PRON
ajm-1769	103	18	are	be	VERB
ajm-1769	103	19	many	many	ADJ
ajm-1769	103	20	issues	issue	NOUN
ajm-1769	103	21	or	or	CCONJ
ajm-1769	103	22	factors	factor	NOUN
ajm-1769	103	23	affecting	affect	VERB
ajm-1769	103	24	physicians	physician	NOUN
ajm-1769	103	25	�	�	PROPN
ajm-1769	103	26	rate	rate	NOUN
ajm-1769	103	27	of	of	ADP
ajm-1769	103	28	the	the	DET
ajm-1769	103	29	adoption	adoption	NOUN
ajm-1769	103	30	of	of	ADP
ajm-1769	103	31	personalized	personalized	ADJ
ajm-1769	103	32	medicine	medicine	NOUN
ajm-1769	103	33	.	.	PUNCT
ajm-1769	104	1	most	most	ADV
ajm-1769	104	2	important	important	ADJ
ajm-1769	104	3	is	be	AUX
ajm-1769	104	4	the	the	DET
ajm-1769	104	5	highly	highly	ADV
ajm-1769	104	6	variable	variable	ADJ
ajm-1769	104	7	knowledge	knowledge	NOUN
ajm-1769	104	8	and	and	CCONJ
ajm-1769	104	9	comfort	comfort	NOUN
ajm-1769	104	10	with	with	ADP
ajm-1769	104	11	genetic	genetic	ADJ
ajm-1769	104	12	concepts	concept	NOUN
ajm-1769	104	13	and	and	CCONJ
ajm-1769	104	14	their	their	PRON
ajm-1769	104	15	specific	specific	ADJ
ajm-1769	104	16	applications	application	NOUN
ajm-1769	104	17	to	to	ADP
ajm-1769	104	18	clinical	clinical	ADJ
ajm-1769	104	19	medicine	medicine	NOUN
ajm-1769	104	20	.	.	PUNCT
ajm-1769	105	1	for	for	ADP
ajm-1769	105	2	example	example	NOUN
ajm-1769	105	3	,	,	PUNCT
ajm-1769	105	4	in	in	ADP
ajm-1769	105	5	a	a	DET
ajm-1769	105	6	survey	survey	NOUN
ajm-1769	105	7	of	of	ADP
ajm-1769	105	8	us	us	PROPN
ajm-1769	105	9	physicians	physician	NOUN
ajm-1769	105	10	including	include	VERB
ajm-1769	105	11	generalists	generalist	NOUN
ajm-1769	105	12	and	and	CCONJ
ajm-1769	105	13	specialists	specialist	NOUN
ajm-1769	105	14	,	,	PUNCT
ajm-1769	105	15	selkirk	selkirk	PROPN
ajm-1769	105	16	et	et	PROPN
ajm-1769	105	17	al	al	PROPN
ajm-1769	105	18	.	.	PROPN
ajm-1769	105	19	found	find	VERB
ajm-1769	105	20	that	that	SCONJ
ajm-1769	105	21	79	79	NUM
ajm-1769	105	22	%	%	NOUN
ajm-1769	105	23	and	and	CCONJ
ajm-1769	105	24	69	69	NUM
ajm-1769	105	25	%	%	NOUN
ajm-1769	105	26	of	of	ADP
ajm-1769	105	27	primary	primary	ADJ
ajm-1769	105	28	-	-	PUNCT
ajm-1769	105	29	care	care	NOUN
ajm-1769	105	30	and	and	CCONJ
ajm-1769	105	31	non	non	ADJ
ajm-1769	105	32	-	-	ADJ
ajm-1769	105	33	primary	primary	ADJ
ajm-1769	105	34	-	-	PUNCT
ajm-1769	105	35	care	care	NOUN
ajm-1769	105	36	physicians	physician	NOUN
ajm-1769	105	37	,	,	PUNCT
ajm-1769	105	38	respectively	respectively	ADV
ajm-1769	105	39	,	,	PUNCT
ajm-1769	105	40	report	report	VERB
ajm-1769	105	41	that	that	SCONJ
ajm-1769	105	42	"	"	PUNCT
ajm-1769	105	43	lack	lack	NOUN
ajm-1769	105	44	of	of	ADP
ajm-1769	105	45	knowledge	knowledge	NOUN
ajm-1769	105	46	about	about	ADP
ajm-1769	105	47	genomic	genomic	ADJ
ajm-1769	105	48	medicine	medicine	NOUN
ajm-1769	105	49	"	"	PUNCT
ajm-1769	105	50	is	be	AUX
ajm-1769	105	51	a	a	DET
ajm-1769	105	52	barrier	barrier	NOUN
ajm-1769	105	53	to	to	ADP
ajm-1769	105	54	its	its	PRON
ajm-1769	105	55	incorporation	incorporation	NOUN
ajm-1769	105	56	in	in	ADP
ajm-1769	105	57	practice	practice	NOUN
ajm-1769	105	58	.	.	PUNCT
ajm-1769	106	1	in	in	ADP
ajm-1769	106	2	another	another	DET
ajm-1769	106	3	study	study	NOUN
ajm-1769	106	4	,	,	PUNCT
ajm-1769	106	5	haga	haga	NOUN
ajm-1769	106	6	et	et	PROPN
ajm-1769	106	7	al	al	PROPN
ajm-1769	106	8	.	.	PROPN
ajm-1769	106	9	found	find	VERB
ajm-1769	106	10	that	that	SCONJ
ajm-1769	106	11	,	,	PUNCT
ajm-1769	106	12	while	while	SCONJ
ajm-1769	106	13	only	only	ADV
ajm-1769	106	14	43	43	NUM
ajm-1769	106	15	%	%	NOUN
ajm-1769	106	16	of	of	ADP
ajm-1769	106	17	respondents	respondent	NOUN
ajm-1769	106	18	to	to	ADP
ajm-1769	106	19	a	a	DET
ajm-1769	106	20	survey	survey	NOUN
ajm-1769	106	21	of	of	ADP
ajm-1769	106	22	us	us	PROPN
ajm-1769	106	23	primary	primary	ADJ
ajm-1769	106	24	care	care	NOUN
ajm-1769	106	25	physicians	physician	NOUN
ajm-1769	106	26	reported	report	VERB
ajm-1769	106	27	inadequate	inadequate	ADJ
ajm-1769	106	28	knowledge	knowledge	NOUN
ajm-1769	106	29	of	of	ADP
ajm-1769	106	30	genomic	genomic	ADJ
ajm-1769	106	31	testing	testing	NOUN
ajm-1769	106	32	,	,	PUNCT
ajm-1769	106	33	feeling	feel	VERB
ajm-1769	106	34	well	well	ADV
ajm-1769	106	35	-	-	PUNCT
ajm-1769	106	36	informed	inform	VERB
ajm-1769	106	37	about	about	ADP
ajm-1769	106	38	genomic	genomic	NOUN
ajm-1769	106	39	testing	testing	NOUN
ajm-1769	106	40	was	be	AUX
ajm-1769	106	41	a	a	DET
ajm-1769	106	42	very	very	ADV
ajm-1769	106	43	strong	strong	ADJ
ajm-1769	106	44	predictor	predictor	NOUN
ajm-1769	106	45	of	of	ADP
ajm-1769	106	46	genomic	genomic	NOUN
ajm-1769	106	47	test	test	NOUN
ajm-1769	106	48	utilization	utilization	NOUN
ajm-1769	106	49	(	(	PUNCT
ajm-1769	106	50	an	an	DET
ajm-1769	106	51	odds	odd	NOUN
ajm-1769	106	52	ratio	ratio	NOUN
ajm-1769	106	53	of	of	ADP
ajm-1769	106	54	4.6	4.6	NUM
ajm-1769	106	55	of	of	ADP
ajm-1769	106	56	ordering	order	VERB
ajm-1769	106	57	a	a	DET
ajm-1769	106	58	genomic	genomic	NOUN
ajm-1769	106	59	profile	profile	NOUN
ajm-1769	106	60	for	for	ADP
ajm-1769	106	61	a	a	DET
ajm-1769	106	62	patient)(selkirk	patient)(selkirk	NOUN
ajm-1769	106	63	,	,	PUNCT
ajm-1769	106	64	weissman	weissman	PROPN
ajm-1769	106	65	,	,	PUNCT
ajm-1769	106	66	anderson	anderson	PROPN
ajm-1769	106	67	,	,	PUNCT
ajm-1769	106	68	&	&	CCONJ
ajm-1769	106	69	hulick	hulick	VERB
ajm-1769	106	70	,	,	PUNCT
ajm-1769	106	71	2013	2013	NUM
ajm-1769	106	72	)	)	PUNCT
ajm-1769	106	73	.	.	PUNCT
ajm-1769	107	1	also	also	ADV
ajm-1769	107	2	in	in	ADP
ajm-1769	107	3	a	a	DET
ajm-1769	107	4	recent	recent	ADJ
ajm-1769	107	5	focus	focus	NOUN
ajm-1769	107	6	group	group	NOUN
ajm-1769	107	7	conducted	conduct	VERB
ajm-1769	107	8	by	by	ADP
ajm-1769	107	9	najafzadeh	najafzadeh	PROPN
ajm-1769	107	10	et	et	PROPN
ajm-1769	107	11	al	al	PROPN
ajm-1769	107	12	(	(	PUNCT
ajm-1769	107	13	2013	2013	NUM
ajm-1769	107	14	)	)	PUNCT
ajm-1769	107	15	in	in	ADP
ajm-1769	107	16	canada	canada	PROPN
ajm-1769	107	17	,	,	PUNCT
ajm-1769	107	18	36	36	NUM
ajm-1769	107	19	%	%	NOUN
ajm-1769	107	20	of	of	ADP
ajm-1769	107	21	28	28	NUM
ajm-1769	107	22	physician	physician	NOUN
ajm-1769	107	23	participants	participant	NOUN
ajm-1769	107	24	self	self	NOUN
ajm-1769	107	25	-	-	PUNCT
ajm-1769	107	26	reported	report	VERB
ajm-1769	107	27	unfamiliarity	unfamiliarity	NOUN
ajm-1769	107	28	with	with	ADP
ajm-1769	107	29	the	the	DET
ajm-1769	107	30	concept	concept	NOUN
ajm-1769	107	31	of	of	ADP
ajm-1769	107	32	personalized	personalized	ADJ
ajm-1769	107	33	medicine	medicine	NOUN
ajm-1769	107	34	.	.	PUNCT
ajm-1769	108	1	the	the	DET
ajm-1769	108	2	physicians	physician	NOUN
ajm-1769	108	3	expressed	express	VERB
ajm-1769	108	4	different	different	ADJ
ajm-1769	108	5	opinions	opinion	NOUN
ajm-1769	108	6	on	on	ADP
ajm-1769	108	7	the	the	DET
ajm-1769	108	8	actual	actual	ADJ
ajm-1769	108	9	meaning	meaning	NOUN
ajm-1769	108	10	of	of	ADP
ajm-1769	108	11	personalized	personalized	ADJ
ajm-1769	108	12	medicine	medicine	NOUN
ajm-1769	108	13	:	:	PUNCT
ajm-1769	108	14	some	some	DET
ajm-1769	108	15	physicians	physician	NOUN
ajm-1769	108	16	indicated	indicate	VERB
ajm-1769	108	17	that	that	SCONJ
ajm-1769	108	18	the	the	DET
ajm-1769	108	19	term	term	NOUN
ajm-1769	108	20	referred	refer	VERB
ajm-1769	108	21	to	to	ADP
ajm-1769	108	22	tailoring	tailor	VERB
ajm-1769	108	23	treatment	treatment	NOUN
ajm-1769	108	24	based	base	VERB
ajm-1769	108	25	on	on	ADP
ajm-1769	108	26	physician	physician	PROPN
ajm-1769	108	27	�	�	PROPN
ajm-1769	108	28	s	s	PART
ajm-1769	108	29	knowledge	knowledge	NOUN
ajm-1769	108	30	about	about	ADP
ajm-1769	108	31	patient	patient	NOUN
ajm-1769	108	32	-	-	PUNCT
ajm-1769	108	33	specific	specific	ADJ
ajm-1769	108	34	information	information	NOUN
ajm-1769	108	35	(	(	PUNCT
ajm-1769	108	36	e.g.	e.g.	ADV
ajm-1769	108	37	,	,	PUNCT
ajm-1769	108	38	health	health	NOUN
ajm-1769	108	39	record	record	NOUN
ajm-1769	108	40	,	,	PUNCT
ajm-1769	108	41	co	co	NOUN
ajm-1769	108	42	-	-	NOUN
ajm-1769	108	43	morbidities	morbidity	NOUN
ajm-1769	108	44	,	,	PUNCT
ajm-1769	108	45	hereditary	hereditary	ADJ
ajm-1769	108	46	,	,	PUNCT
ajm-1769	108	47	familial	familial	ADJ
ajm-1769	108	48	risks	risk	NOUN
ajm-1769	108	49	,	,	PUNCT
ajm-1769	108	50	etc	etc	X
ajm-1769	108	51	.	.	X
ajm-1769	108	52	)	)	PUNCT
ajm-1769	108	53	while	while	SCONJ
ajm-1769	108	54	others	other	NOUN
ajm-1769	108	55	emphasized	emphasize	VERB
ajm-1769	108	56	on	on	ADP
ajm-1769	108	57	the	the	DET
ajm-1769	108	58	role	role	NOUN
ajm-1769	108	59	of	of	ADP
ajm-1769	108	60	genetic	genetic	ADJ
ajm-1769	108	61	information	information	NOUN
ajm-1769	108	62	in	in	ADP
ajm-1769	108	63	personalized	personalized	ADJ
ajm-1769	108	64	medicine	medicine	NOUN
ajm-1769	108	65	.	.	PUNCT
ajm-1769	109	1	a	a	DET
ajm-1769	109	2	few	few	ADJ
ajm-1769	109	3	physicians	physician	NOUN
ajm-1769	109	4	speculated	speculate	VERB
ajm-1769	109	5	that	that	SCONJ
ajm-1769	109	6	personalized	personalized	ADJ
ajm-1769	109	7	medicine	medicine	NOUN
ajm-1769	109	8	referred	refer	VERB
ajm-1769	109	9	to	to	ADP
ajm-1769	109	10	improved	improved	ADJ
ajm-1769	109	11	treatments	treatment	NOUN
ajm-1769	109	12	for	for	ADP
ajm-1769	109	13	socio	socio	NOUN
ajm-1769	109	14	-	-	PUNCT
ajm-1769	109	15	economically	economically	ADV
ajm-1769	109	16	advantaged	advantaged	ADJ
ajm-1769	109	17	patients	patient	NOUN
ajm-1769	109	18	.	.	PUNCT
ajm-1769	110	1	patient	patient	ADJ
ajm-1769	110	2	perception	perception	NOUN
ajm-1769	110	3	in	in	ADP
ajm-1769	110	4	a	a	DET
ajm-1769	110	5	study	study	NOUN
ajm-1769	110	6	by	by	ADP
ajm-1769	110	7	de	de	PROPN
ajm-1769	110	8	marco	marco	PROPN
ajm-1769	110	9	et	et	PROPN
ajm-1769	110	10	al(de	al(de	PROPN
ajm-1769	110	11	marco	marco	PROPN
ajm-1769	110	12	et	et	PROPN
ajm-1769	110	13	al	al	PROPN
ajm-1769	110	14	.	.	PROPN
ajm-1769	110	15	,	,	PUNCT
ajm-1769	110	16	2010	2010	NUM
ajm-1769	110	17	)	)	PUNCT
ajm-1769	110	18	,	,	PUNCT
ajm-1769	110	19	patients	patient	NOUN
ajm-1769	110	20	�	�	PROPN
ajm-1769	110	21	attitudes	attitude	NOUN
ajm-1769	110	22	towards	towards	ADP
ajm-1769	110	23	personalized	personalized	ADJ
ajm-1769	110	24	medicine	medicine	NOUN
ajm-1769	110	25	,	,	PUNCT
ajm-1769	110	26	genetic	genetic	ADJ
ajm-1769	110	27	testing	testing	NOUN
ajm-1769	110	28	,	,	PUNCT
ajm-1769	110	29	and	and	CCONJ
ajm-1769	110	30	race	race	NOUN
ajm-1769	110	31	-	-	PUNCT
ajm-1769	110	32	based	base	VERB
ajm-1769	110	33	prescribing	prescribing	NOUN
ajm-1769	110	34	and	and	CCONJ
ajm-1769	110	35	whether	whether	SCONJ
ajm-1769	110	36	they	they	PRON
ajm-1769	110	37	differed	differ	VERB
ajm-1769	110	38	between	between	ADP
ajm-1769	110	39	white	white	ADJ
ajm-1769	110	40	and	and	CCONJ
ajm-1769	110	41	african	african	ADJ
ajm-1769	110	42	american	american	ADJ
ajm-1769	110	43	participants	participant	NOUN
ajm-1769	110	44	)	)	PUNCT
ajm-1769	110	45	were	be	AUX
ajm-1769	110	46	examined	examine	VERB
ajm-1769	110	47	.	.	PUNCT
ajm-1769	111	1	the	the	DET
ajm-1769	111	2	findings	finding	NOUN
ajm-1769	111	3	of	of	ADP
ajm-1769	111	4	the	the	DET
ajm-1769	111	5	study	study	NOUN
ajm-1769	111	6	suggest	suggest	VERB
ajm-1769	111	7	that	that	SCONJ
ajm-1769	111	8	personalized	personalize	VERB
ajm-1769	111	9	medicine	medicine	NOUN
ajm-1769	111	10	and	and	CCONJ
ajm-1769	111	11	genetic	genetic	ADJ
ajm-1769	111	12	testing	testing	NOUN
ajm-1769	111	13	,	,	PUNCT
ajm-1769	111	14	though	though	SCONJ
ajm-1769	111	15	not	not	PART
ajm-1769	111	16	well	well	ADV
ajm-1769	111	17	understood	understand	VERB
ajm-1769	111	18	by	by	ADP
ajm-1769	111	19	lay	lay	NOUN
ajm-1769	111	20	persons	person	NOUN
ajm-1769	111	21	,	,	PUNCT
ajm-1769	111	22	were	be	AUX
ajm-1769	111	23	considered	consider	VERB
ajm-1769	111	24	positive	positive	ADJ
ajm-1769	111	25	advances	advance	NOUN
ajm-1769	111	26	in	in	ADP
ajm-1769	111	27	medicine	medicine	NOUN
ajm-1769	111	28	.	.	PUNCT
ajm-1769	112	1	however	however	ADV
ajm-1769	112	2	,	,	PUNCT
ajm-1769	112	3	participants	participant	NOUN
ajm-1769	112	4	also	also	ADV
ajm-1769	112	5	voiced	voice	VERB
ajm-1769	112	6	a	a	DET
ajm-1769	112	7	range	range	NOUN
ajm-1769	112	8	of	of	ADP
ajm-1769	112	9	concerns	concern	NOUN
ajm-1769	112	10	.	.	PUNCT
ajm-1769	113	1	for	for	ADP
ajm-1769	113	2	example	example	NOUN
ajm-1769	113	3	,	,	PUNCT
ajm-1769	113	4	participants	participant	NOUN
ajm-1769	113	5	felt	feel	VERB
ajm-1769	113	6	that	that	SCONJ
ajm-1769	113	7	,	,	PUNCT
ajm-1769	113	8	while	while	SCONJ
ajm-1769	113	9	promising	promise	VERB
ajm-1769	113	10	,	,	PUNCT
ajm-1769	113	11	the	the	DET
ajm-1769	113	12	use	use	NOUN
ajm-1769	113	13	of	of	ADP
ajm-1769	113	14	genetic	genetic	ADJ
ajm-1769	113	15	testing	testing	NOUN
ajm-1769	113	16	to	to	ADP
ajm-1769	113	17	personalized	personalized	ADJ
ajm-1769	113	18	medicine	medicine	NOUN
ajm-1769	113	19	might	might	AUX
ajm-1769	113	20	be	be	AUX
ajm-1769	113	21	too	too	ADV
ajm-1769	113	22	expensive	expensive	ADJ
ajm-1769	113	23	to	to	PART
ajm-1769	113	24	be	be	AUX
ajm-1769	113	25	accessible	accessible	ADJ
ajm-1769	113	26	to	to	ADP
ajm-1769	113	27	the	the	DET
ajm-1769	113	28	general	general	ADJ
ajm-1769	113	29	public	public	NOUN
ajm-1769	113	30	.	.	PUNCT
ajm-1769	114	1	the	the	DET
ajm-1769	114	2	african	african	PROPN
ajm-1769	114	3	american	american	PROPN
ajm-1769	114	4	group	group	NOUN
ajm-1769	114	5	discussed	discuss	VERB
ajm-1769	114	6	more	more	ADJ
ajm-1769	114	7	about	about	ADP
ajm-1769	114	8	medical	medical	ADJ
ajm-1769	114	9	mistrust	mistrust	NOUN
ajm-1769	114	10	by	by	ADP
ajm-1769	114	11	marginalized	marginalize	VERB
ajm-1769	114	12	populations	population	NOUN
ajm-1769	114	13	which	which	PRON
ajm-1769	114	14	may	may	AUX
ajm-1769	114	15	affect	affect	VERB
ajm-1769	114	16	the	the	DET
ajm-1769	114	17	acceptability	acceptability	NOUN
ajm-1769	114	18	of	of	ADP
ajm-1769	114	19	personalized	personalized	ADJ
ajm-1769	114	20	medicine	medicine	NOUN
ajm-1769	114	21	when	when	SCONJ
ajm-1769	114	22	it	it	PRON
ajm-1769	114	23	becomes	become	VERB
ajm-1769	114	24	widely	widely	ADV
ajm-1769	114	25	available	available	ADJ
ajm-1769	114	26	.	.	PUNCT
ajm-1769	115	1	a	a	DET
ajm-1769	115	2	welcome	welcome	ADJ
ajm-1769	115	3	development	development	NOUN
ajm-1769	115	4	in	in	ADP
ajm-1769	115	5	this	this	DET
ajm-1769	115	6	technology	technology	NOUN
ajm-1769	115	7	was	be	AUX
ajm-1769	115	8	that	that	SCONJ
ajm-1769	115	9	african	african	ADJ
ajm-1769	115	10	americans	americans	PROPN
ajm-1769	115	11	viewed	view	VERB
ajm-1769	115	12	personalized	personalized	ADJ
ajm-1769	115	13	medicine	medicine	NOUN
ajm-1769	115	14	and	and	CCONJ
ajm-1769	115	15	genetic	genetic	ADJ
ajm-1769	115	16	testing	testing	NOUN
ajm-1769	115	17	as	as	ADP
ajm-1769	115	18	positive	positive	ADJ
ajm-1769	115	19	developments	development	NOUN
ajm-1769	115	20	that	that	PRON
ajm-1769	115	21	could	could	AUX
ajm-1769	115	22	reduce	reduce	VERB
ajm-1769	115	23	the	the	DET
ajm-1769	115	24	trial	trial	NOUN
ajm-1769	115	25	-	-	PUNCT
ajm-1769	115	26	and	and	CCONJ
ajm-1769	115	27	-	-	PUNCT
ajm-1769	115	28	error	error	NOUN
ajm-1769	115	29	nature	nature	NOUN
ajm-1769	115	30	of	of	ADP
ajm-1769	115	31	prescribing	prescribing	NOUN
ajm-1769	115	32	and	and	CCONJ
ajm-1769	115	33	the	the	DET
ajm-1769	115	34	possibility	possibility	NOUN
ajm-1769	115	35	of	of	ADP
ajm-1769	115	36	side	side	NOUN
ajm-1769	115	37	effects	effect	NOUN
ajm-1769	115	38	.	.	PUNCT
ajm-1769	116	1	in	in	ADP
ajm-1769	116	2	particular	particular	ADJ
ajm-1769	116	3	,	,	PUNCT
ajm-1769	116	4	patients	patient	NOUN
ajm-1769	116	5	need	need	VERB
ajm-1769	116	6	to	to	PART
ajm-1769	116	7	understand	understand	VERB
ajm-1769	116	8	the	the	DET
ajm-1769	116	9	purpose	purpose	NOUN
ajm-1769	116	10	of	of	ADP
ajm-1769	116	11	genetic	genetic	ADJ
ajm-1769	116	12	testing	testing	NOUN
ajm-1769	116	13	and	and	CCONJ
ajm-1769	116	14	how	how	SCONJ
ajm-1769	116	15	it	it	PRON
ajm-1769	116	16	can	can	AUX
ajm-1769	116	17	be	be	AUX
ajm-1769	116	18	used	use	VERB
ajm-1769	116	19	together	together	ADV
ajm-1769	116	20	with	with	ADP
ajm-1769	116	21	other	other	ADJ
ajm-1769	116	22	clinical	clinical	ADJ
ajm-1769	116	23	information	information	NOUN
ajm-1769	116	24	to	to	PART
ajm-1769	116	25	determine	determine	VERB
ajm-1769	116	26	the	the	DET
ajm-1769	116	27	best	good	ADJ
ajm-1769	116	28	treatment	treatment	NOUN
ajm-1769	116	29	.	.	PUNCT
ajm-1769	117	1	health	health	NOUN
ajm-1769	117	2	professionals	professional	NOUN
ajm-1769	117	3	will	will	AUX
ajm-1769	117	4	need	need	VERB
ajm-1769	117	5	to	to	PART
ajm-1769	117	6	draw	draw	VERB
ajm-1769	117	7	from	from	ADP
ajm-1769	117	8	many	many	ADJ
ajm-1769	117	9	disciplines	discipline	NOUN
ajm-1769	117	10	such	such	ADJ
ajm-1769	117	11	as	as	ADP
ajm-1769	117	12	psychology	psychology	NOUN
ajm-1769	117	13	,	,	PUNCT
ajm-1769	117	14	anthropology	anthropology	NOUN
ajm-1769	117	15	,	,	PUNCT
ajm-1769	117	16	and	and	CCONJ
ajm-1769	117	17	advertising	advertising	NOUN
ajm-1769	117	18	to	to	PART
ajm-1769	117	19	create	create	VERB
ajm-1769	117	20	social	social	ADJ
ajm-1769	117	21	marketing	marketing	NOUN
ajm-1769	117	22	campaigns	campaign	NOUN
ajm-1769	117	23	that	that	PRON
ajm-1769	117	24	address	address	VERB
ajm-1769	117	25	the	the	DET
ajm-1769	117	26	numerous	numerous	ADJ
ajm-1769	117	27	barriers	barrier	NOUN
ajm-1769	117	28	to	to	ADP
ajm-1769	117	29	acceptance	acceptance	NOUN
ajm-1769	117	30	and	and	CCONJ
ajm-1769	117	31	utilization	utilization	NOUN
ajm-1769	117	32	.	.	PUNCT
ajm-1769	118	1	even	even	ADV
ajm-1769	118	2	in	in	ADP
ajm-1769	118	3	the	the	DET
ajm-1769	118	4	face	face	NOUN
ajm-1769	118	5	of	of	ADP
ajm-1769	118	6	overall	overall	ADJ
ajm-1769	118	7	positive	positive	ADJ
ajm-1769	118	8	views	view	NOUN
ajm-1769	118	9	of	of	ADP
ajm-1769	118	10	personalized	personalized	ADJ
ajm-1769	118	11	medicine	medicine	NOUN
ajm-1769	118	12	,	,	PUNCT
ajm-1769	118	13	some	some	DET
ajm-1769	118	14	participants	participant	NOUN
ajm-1769	118	15	were	be	AUX
ajm-1769	118	16	wary	wary	ADJ
ajm-1769	118	17	of	of	ADP
ajm-1769	118	18	participating	participate	VERB
ajm-1769	118	19	in	in	ADP
ajm-1769	118	20	any	any	DET
ajm-1769	118	21	sort	sort	NOUN
ajm-1769	118	22	of	of	ADP
ajm-1769	118	23	medical	medical	ADJ
ajm-1769	118	24	testing	testing	NOUN
ajm-1769	118	25	,	,	PUNCT
ajm-1769	118	26	believing	believe	VERB
ajm-1769	118	27	that	that	SCONJ
ajm-1769	118	28	they	they	PRON
ajm-1769	118	29	might	might	AUX
ajm-1769	118	30	be	be	AUX
ajm-1769	118	31	exploited	exploit	VERB
ajm-1769	118	32	or	or	CCONJ
ajm-1769	118	33	that	that	SCONJ
ajm-1769	118	34	the	the	DET
ajm-1769	118	35	privacy	privacy	NOUN
ajm-1769	118	36	of	of	ADP
ajm-1769	118	37	test	test	NOUN
ajm-1769	118	38	results	result	NOUN
ajm-1769	118	39	could	could	AUX
ajm-1769	118	40	be	be	AUX
ajm-1769	118	41	compromised	compromise	VERB
ajm-1769	118	42	.	.	PUNCT
ajm-1769	119	1	one	one	NUM
ajm-1769	119	2	way	way	NOUN
ajm-1769	119	3	to	to	PART
ajm-1769	119	4	address	address	VERB
ajm-1769	119	5	this	this	DET
ajm-1769	119	6	concern	concern	NOUN
ajm-1769	119	7	is	be	AUX
ajm-1769	119	8	to	to	PART
ajm-1769	119	9	provide	provide	VERB
ajm-1769	119	10	patients	patient	NOUN
ajm-1769	119	11	with	with	ADP
ajm-1769	119	12	information	information	NOUN
ajm-1769	119	13	about	about	ADP
ajm-1769	119	14	the	the	DET
ajm-1769	119	15	genetic	genetic	ADJ
ajm-1769	119	16	information	information	NOUN
ajm-1769	119	17	nondiscrimination	nondiscrimination	PROPN
ajm-1769	119	18	act	act	NOUN
ajm-1769	119	19	(	(	PUNCT
ajm-1769	119	20	gina	gina	PROPN
ajm-1769	119	21	)	)	PUNCT
ajm-1769	119	22	,	,	PUNCT
ajm-1769	119	23	legislation	legislation	NOUN
ajm-1769	119	24	signed	sign	VERB
ajm-1769	119	25	into	into	ADP
ajm-1769	119	26	law	law	NOUN
ajm-1769	119	27	in	in	ADP
ajm-1769	119	28	2008	2008	NUM
ajm-1769	119	29	to	to	PART
ajm-1769	119	30	protect	protect	VERB
ajm-1769	119	31	patients	patient	NOUN
ajm-1769	119	32	from	from	ADP
ajm-1769	119	33	discrimination	discrimination	NOUN
ajm-1769	119	34	by	by	ADP
ajm-1769	119	35	their	their	PRON
ajm-1769	119	36	health	health	NOUN
ajm-1769	119	37	insurers	insurer	NOUN
ajm-1769	119	38	and	and	CCONJ
ajm-1769	119	39	employers	employer	NOUN
ajm-1769	119	40	based	base	VERB
ajm-1769	119	41	on	on	ADP
ajm-1769	119	42	their	their	PRON
ajm-1769	119	43	genetic	genetic	ADJ
ajm-1769	119	44	information	information	NOUN
ajm-1769	119	45	.	.	PUNCT
ajm-1769	120	1	an	an	DET
ajm-1769	120	2	approach	approach	NOUN
ajm-1769	120	3	similar	similar	ADJ
ajm-1769	120	4	to	to	ADP
ajm-1769	120	5	the	the	DET
ajm-1769	120	6	dissemination	dissemination	NOUN
ajm-1769	120	7	of	of	ADP
ajm-1769	120	8	information	information	NOUN
ajm-1769	120	9	during	during	ADP
ajm-1769	120	10	health	health	NOUN
ajm-1769	120	11	care	care	NOUN
ajm-1769	120	12	visits	visit	NOUN
ajm-1769	120	13	on	on	ADP
ajm-1769	120	14	the	the	DET
ajm-1769	120	15	health	health	NOUN
ajm-1769	120	16	insurance	insurance	NOUN
ajm-1769	120	17	portability	portability	NOUN
ajm-1769	120	18	.	.	PUNCT
ajm-1769	121	1	16	16	NUM
ajm-1769	121	2	american	american	ADJ
ajm-1769	121	3	journal	journal	PROPN
ajm-1769	121	4	of	of	ADP
ajm-1769	121	5	management	management	NOUN
ajm-1769	121	6	vol	vol	NOUN
ajm-1769	121	7	.	.	PUNCT
ajm-1769	122	1	17(1	17(1	NUM
ajm-1769	122	2	)	)	PUNCT
ajm-1769	122	3	2017	2017	NUM
ajm-1769	122	4	future	future	NOUN
ajm-1769	122	5	of	of	ADP
ajm-1769	122	6	personalized	personalized	ADJ
ajm-1769	122	7	medicine	medicine	NOUN
ajm-1769	122	8	genomic	genomic	NOUN
ajm-1769	122	9	information	information	NOUN
ajm-1769	122	10	also	also	ADV
ajm-1769	122	11	can	can	AUX
ajm-1769	122	12	predict	predict	VERB
ajm-1769	122	13	illness	illness	NOUN
ajm-1769	122	14	in	in	ADP
ajm-1769	122	15	healthy	healthy	ADJ
ajm-1769	122	16	individuals	individual	NOUN
ajm-1769	122	17	.	.	PUNCT
ajm-1769	123	1	in	in	ADP
ajm-1769	123	2	the	the	DET
ajm-1769	123	3	near	near	ADJ
ajm-1769	123	4	future	future	ADJ
ajm-1769	123	5	physicians	physician	NOUN
ajm-1769	123	6	,	,	PUNCT
ajm-1769	123	7	can	can	AUX
ajm-1769	123	8	look	look	VERB
ajm-1769	123	9	forward	forward	ADV
ajm-1769	123	10	to	to	ADP
ajm-1769	123	11	a	a	DET
ajm-1769	123	12	medical	medical	ADJ
ajm-1769	123	13	landscape	landscape	NOUN
ajm-1769	123	14	in	in	ADP
ajm-1769	123	15	which	which	PRON
ajm-1769	123	16	the	the	DET
ajm-1769	123	17	pairing	pairing	NOUN
ajm-1769	123	18	of	of	ADP
ajm-1769	123	19	affordable	affordable	ADJ
ajm-1769	123	20	,	,	PUNCT
ajm-1769	123	21	efficient	efficient	ADJ
ajm-1769	123	22	dna	dna	NOUN
ajm-1769	123	23	sequencing	sequence	VERB
ajm-1769	123	24	and	and	CCONJ
ajm-1769	123	25	electronic	electronic	ADJ
ajm-1769	123	26	health	health	NOUN
ajm-1769	123	27	records	record	NOUN
ajm-1769	123	28	could	could	AUX
ajm-1769	123	29	be	be	AUX
ajm-1769	123	30	used	use	VERB
ajm-1769	123	31	to	to	PART
ajm-1769	123	32	inform	inform	VERB
ajm-1769	123	33	a	a	DET
ajm-1769	123	34	lifetime	lifetime	NOUN
ajm-1769	123	35	of	of	ADP
ajm-1769	123	36	health	health	NOUN
ajm-1769	123	37	care	care	NOUN
ajm-1769	123	38	strategies	strategy	NOUN
ajm-1769	123	39	.	.	PUNCT
ajm-1769	124	1	combined	combine	VERB
ajm-1769	124	2	with	with	ADP
ajm-1769	124	3	the	the	DET
ajm-1769	124	4	use	use	NOUN
ajm-1769	124	5	of	of	ADP
ajm-1769	124	6	mobile	mobile	ADJ
ajm-1769	124	7	health	health	NOUN
ajm-1769	124	8	technology	technology	NOUN
ajm-1769	124	9	to	to	PART
ajm-1769	124	10	assist	assist	VERB
ajm-1769	124	11	in	in	ADP
ajm-1769	124	12	real	real	ADJ
ajm-1769	124	13	-	-	PUNCT
ajm-1769	124	14	time	time	NOUN
ajm-1769	124	15	monitoring	monitoring	NOUN
ajm-1769	124	16	of	of	ADP
ajm-1769	124	17	factors	factor	NOUN
ajm-1769	124	18	such	such	ADJ
ajm-1769	124	19	as	as	ADP
ajm-1769	124	20	diet	diet	NOUN
ajm-1769	124	21	,	,	PUNCT
ajm-1769	124	22	exercise	exercise	NOUN
ajm-1769	124	23	,	,	PUNCT
ajm-1769	124	24	blood	blood	NOUN
ajm-1769	124	25	pressure	pressure	NOUN
ajm-1769	124	26	,	,	PUNCT
ajm-1769	124	27	heart	heart	NOUN
ajm-1769	124	28	rate	rate	NOUN
ajm-1769	124	29	,	,	PUNCT
ajm-1769	124	30	and	and	CCONJ
ajm-1769	124	31	blood	blood	NOUN
ajm-1769	124	32	chemistries	chemistry	NOUN
ajm-1769	124	33	,	,	PUNCT
ajm-1769	124	34	this	this	DET
ajm-1769	124	35	approach	approach	NOUN
ajm-1769	124	36	could	could	AUX
ajm-1769	124	37	lead	lead	VERB
ajm-1769	124	38	to	to	ADP
ajm-1769	124	39	more	more	ADV
ajm-1769	124	40	precise	precise	ADJ
ajm-1769	124	41	ways	way	NOUN
ajm-1769	124	42	of	of	ADP
ajm-1769	124	43	preventing	prevent	VERB
ajm-1769	124	44	and	and	CCONJ
ajm-1769	124	45	managing	manage	VERB
ajm-1769	124	46	chronic	chronic	ADJ
ajm-1769	124	47	diseases	disease	NOUN
ajm-1769	124	48	(	(	PUNCT
ajm-1769	124	49	collins	collin	NOUN
ajm-1769	124	50	,	,	PUNCT
ajm-1769	124	51	2015	2015	NUM
ajm-1769	124	52	)	)	PUNCT
ajm-1769	124	53	.	.	PUNCT
ajm-1769	125	1	personalized	personalized	ADJ
ajm-1769	125	2	medicine	medicine	NOUN
ajm-1769	125	3	is	be	AUX
ajm-1769	125	4	a	a	DET
ajm-1769	125	5	chance	chance	NOUN
ajm-1769	125	6	to	to	PART
ajm-1769	125	7	revolutionize	revolutionize	VERB
ajm-1769	125	8	health	health	NOUN
ajm-1769	125	9	care	care	NOUN
ajm-1769	125	10	,	,	PUNCT
ajm-1769	125	11	but	but	CCONJ
ajm-1769	125	12	this	this	PRON
ajm-1769	125	13	will	will	AUX
ajm-1769	125	14	require	require	VERB
ajm-1769	125	15	a	a	DET
ajm-1769	125	16	team	team	NOUN
ajm-1769	125	17	effort	effort	NOUN
ajm-1769	125	18	by	by	ADP
ajm-1769	125	19	innovators	innovator	NOUN
ajm-1769	125	20	,	,	PUNCT
ajm-1769	125	21	entrepreneurs	entrepreneur	NOUN
ajm-1769	125	22	,	,	PUNCT
ajm-1769	125	23	regulators	regulator	NOUN
ajm-1769	125	24	,	,	PUNCT
ajm-1769	125	25	payers	payer	NOUN
ajm-1769	125	26	and	and	CCONJ
ajm-1769	125	27	policymakers	policymaker	NOUN
ajm-1769	125	28	.	.	PUNCT
ajm-1769	126	1	a	a	DET
ajm-1769	126	2	future	future	ADJ
ajm-1769	126	3	platform	platform	NOUN
ajm-1769	126	4	of	of	ADP
ajm-1769	126	5	personalized	personalized	ADJ
ajm-1769	126	6	medicine	medicine	NOUN
ajm-1769	126	7	includes	include	VERB
ajm-1769	126	8	many	many	ADJ
ajm-1769	126	9	stakeholders	stakeholder	NOUN
ajm-1769	126	10	which	which	PRON
ajm-1769	126	11	are	be	AUX
ajm-1769	126	12	not	not	PART
ajm-1769	126	13	limited	limit	VERB
ajm-1769	126	14	to	to	ADP
ajm-1769	126	15	healthcare	healthcare	NOUN
ajm-1769	126	16	industry	industry	NOUN
ajm-1769	126	17	only	only	ADV
ajm-1769	126	18	(	(	PUNCT
ajm-1769	126	19	see	see	VERB
ajm-1769	126	20	table	table	NOUN
ajm-1769	126	21	1	1	NUM
ajm-1769	126	22	)	)	PUNCT
ajm-1769	126	23	.	.	PUNCT
ajm-1769	127	1	this	this	DET
ajm-1769	127	2	platform	platform	NOUN
ajm-1769	127	3	should	should	AUX
ajm-1769	127	4	not	not	PART
ajm-1769	127	5	include	include	VERB
ajm-1769	127	6	only	only	ADJ
ajm-1769	127	7	hospitals	hospital	NOUN
ajm-1769	127	8	and	and	CCONJ
ajm-1769	127	9	the	the	DET
ajm-1769	127	10	treatment	treatment	NOUN
ajm-1769	127	11	they	they	PRON
ajm-1769	127	12	provide	provide	VERB
ajm-1769	127	13	,	,	PUNCT
ajm-1769	127	14	but	but	CCONJ
ajm-1769	127	15	should	should	AUX
ajm-1769	127	16	also	also	ADV
ajm-1769	127	17	include	include	VERB
ajm-1769	127	18	drug	drug	NOUN
ajm-1769	127	19	development	development	NOUN
ajm-1769	127	20	efforts	effort	NOUN
ajm-1769	127	21	(	(	PUNCT
ajm-1769	127	22	in	in	ADP
ajm-1769	127	23	the	the	DET
ajm-1769	127	24	early	early	ADJ
ajm-1769	127	25	stages	stage	NOUN
ajm-1769	127	26	)	)	PUNCT
ajm-1769	127	27	;	;	PUNCT
ajm-1769	127	28	integration	integration	NOUN
ajm-1769	127	29	of	of	ADP
ajm-1769	127	30	electronic	electronic	ADJ
ajm-1769	127	31	health	health	NOUN
ajm-1769	127	32	care	care	NOUN
ajm-1769	127	33	system	system	NOUN
ajm-1769	127	34	(	(	PUNCT
ajm-1769	127	35	which	which	PRON
ajm-1769	127	36	includes	include	VERB
ajm-1769	127	37	travel	travel	NOUN
ajm-1769	127	38	information	information	NOUN
ajm-1769	127	39	,	,	PUNCT
ajm-1769	127	40	emergency	emergency	NOUN
ajm-1769	127	41	rooms	room	NOUN
ajm-1769	127	42	etc	etc	X
ajm-1769	127	43	.	.	X
ajm-1769	127	44	)	)	PUNCT
ajm-1769	127	45	;	;	PUNCT
ajm-1769	127	46	responsiveness	responsiveness	NOUN
ajm-1769	127	47	towards	towards	ADP
ajm-1769	127	48	therapies	therapy	NOUN
ajm-1769	127	49	,	,	PUNCT
ajm-1769	127	50	in	in	ADP
ajm-1769	127	51	specific	specific	ADJ
ajm-1769	127	52	disease	disease	NOUN
ajm-1769	127	53	states	state	NOUN
ajm-1769	127	54	;	;	PUNCT
ajm-1769	127	55	cost	cost	VERB
ajm-1769	127	56	�	�	PROPN
ajm-1769	127	57	effective	effective	ADJ
ajm-1769	127	58	treatment	treatment	NOUN
ajm-1769	127	59	data	datum	NOUN
ajm-1769	127	60	(	(	PUNCT
ajm-1769	127	61	jakka	jakka	NOUN
ajm-1769	127	62	&	&	CCONJ
ajm-1769	127	63	rossbach	rossbach	NOUN
ajm-1769	127	64	,	,	PUNCT
ajm-1769	127	65	2013	2013	NUM
ajm-1769	127	66	)	)	PUNCT
ajm-1769	127	67	;	;	PUNCT
ajm-1769	127	68	changing	change	VERB
ajm-1769	127	69	policies	policy	NOUN
ajm-1769	127	70	related	relate	VERB
ajm-1769	127	71	to	to	ADP
ajm-1769	127	72	the	the	DET
ajm-1769	127	73	ownership	ownership	NOUN
ajm-1769	127	74	of	of	ADP
ajm-1769	127	75	medical	medical	ADJ
ajm-1769	127	76	information	information	NOUN
ajm-1769	127	77	and	and	CCONJ
ajm-1769	127	78	the	the	DET
ajm-1769	127	79	patient	patient	NOUN
ajm-1769	127	80	�	�	NOUN
ajm-1769	127	81	s	s	PART
ajm-1769	127	82	role	role	NOUN
ajm-1769	127	83	in	in	ADP
ajm-1769	127	84	making	make	VERB
ajm-1769	127	85	future	future	ADJ
ajm-1769	127	86	medical	medical	ADJ
ajm-1769	127	87	decisions	decision	NOUN
ajm-1769	127	88	;	;	PUNCT
ajm-1769	127	89	redefining	redefine	VERB
ajm-1769	127	90	the	the	DET
ajm-1769	127	91	reimbursements	reimbursement	NOUN
ajm-1769	127	92	and	and	CCONJ
ajm-1769	127	93	pricing	pricing	NOUN
ajm-1769	127	94	policies	policy	NOUN
ajm-1769	127	95	;	;	PUNCT
ajm-1769	127	96	and	and	CCONJ
ajm-1769	127	97	creating	create	VERB
ajm-1769	127	98	organizational	organizational	ADJ
ajm-1769	127	99	structures	structure	NOUN
ajm-1769	127	100	and	and	CCONJ
ajm-1769	127	101	programs	program	NOUN
ajm-1769	127	102	that	that	PRON
ajm-1769	127	103	support	support	VERB
ajm-1769	127	104	such	such	DET
ajm-1769	127	105	a	a	DET
ajm-1769	127	106	platform	platform	NOUN
ajm-1769	127	107	.	.	PUNCT
ajm-1769	128	1	the	the	DET
ajm-1769	128	2	new	new	ADJ
ajm-1769	128	3	platform	platform	NOUN
ajm-1769	128	4	of	of	ADP
ajm-1769	128	5	personalized	personalized	ADJ
ajm-1769	128	6	medicine	medicine	NOUN
ajm-1769	128	7	should	should	AUX
ajm-1769	128	8	address	address	VERB
ajm-1769	128	9	the	the	DET
ajm-1769	128	10	issue	issue	NOUN
ajm-1769	128	11	of	of	ADP
ajm-1769	128	12	the	the	DET
ajm-1769	128	13	rise	rise	NOUN
ajm-1769	128	14	of	of	ADP
ajm-1769	128	15	healthcare	healthcare	NOUN
ajm-1769	128	16	diagnostic	diagnostic	ADJ
ajm-1769	128	17	tests	test	NOUN
ajm-1769	128	18	which	which	PRON
ajm-1769	128	19	are	be	AUX
ajm-1769	128	20	almost	almost	ADV
ajm-1769	128	21	7	7	NUM
ajm-1769	128	22	times	time	NOUN
ajm-1769	128	23	more	more	ADJ
ajm-1769	128	24	prevalent	prevalent	ADJ
ajm-1769	128	25	in	in	ADP
ajm-1769	128	26	the	the	DET
ajm-1769	128	27	last	last	ADJ
ajm-1769	128	28	15	15	NUM
ajm-1769	128	29	years	year	NOUN
ajm-1769	128	30	and	and	CCONJ
ajm-1769	128	31	changing	change	VERB
ajm-1769	128	32	the	the	DET
ajm-1769	128	33	reimbursement	reimbursement	NOUN
ajm-1769	128	34	model	model	NOUN
ajm-1769	128	35	to	to	ADP
ajm-1769	128	36	a	a	DET
ajm-1769	128	37	value	value	NOUN
ajm-1769	128	38	-	-	PUNCT
ajm-1769	128	39	based	base	VERB
ajm-1769	128	40	pricing	pricing	NOUN
ajm-1769	128	41	model	model	NOUN
ajm-1769	128	42	.	.	PUNCT
ajm-1769	129	1	the	the	DET
ajm-1769	129	2	new	new	ADJ
ajm-1769	129	3	pricing	pricing	NOUN
ajm-1769	129	4	model	model	NOUN
ajm-1769	129	5	will	will	AUX
ajm-1769	129	6	help	help	VERB
ajm-1769	129	7	to	to	PART
ajm-1769	129	8	increase	increase	VERB
ajm-1769	129	9	the	the	DET
ajm-1769	129	10	adoption	adoption	NOUN
ajm-1769	129	11	rates	rate	NOUN
ajm-1769	129	12	of	of	ADP
ajm-1769	129	13	personalized	personalized	ADJ
ajm-1769	129	14	medicine	medicine	NOUN
ajm-1769	129	15	,	,	PUNCT
ajm-1769	129	16	increase	increase	VERB
ajm-1769	129	17	the	the	DET
ajm-1769	129	18	reimbursement	reimbursement	NOUN
ajm-1769	129	19	for	for	ADP
ajm-1769	129	20	tests	test	NOUN
ajm-1769	129	21	related	relate	VERB
ajm-1769	129	22	to	to	ADP
ajm-1769	129	23	such	such	ADJ
ajm-1769	129	24	treatments	treatment	NOUN
ajm-1769	129	25	and	and	CCONJ
ajm-1769	129	26	overall	overall	ADV
ajm-1769	129	27	will	will	AUX
ajm-1769	129	28	increase	increase	VERB
ajm-1769	129	29	the	the	DET
ajm-1769	129	30	quality	quality	NOUN
ajm-1769	129	31	of	of	ADP
ajm-1769	129	32	patient	patient	ADJ
ajm-1769	129	33	care	care	NOUN
ajm-1769	129	34	with	with	ADP
ajm-1769	129	35	a	a	DET
ajm-1769	129	36	lower	low	ADJ
ajm-1769	129	37	overall	overall	ADJ
ajm-1769	129	38	cost	cost	NOUN
ajm-1769	129	39	(	(	PUNCT
ajm-1769	129	40	johnson	johnson	PROPN
ajm-1769	129	41	,	,	PUNCT
ajm-1769	129	42	2016	2016	NUM
ajm-1769	129	43	)	)	PUNCT
ajm-1769	129	44	.	.	PUNCT
ajm-1769	130	1	table	table	NOUN
ajm-1769	130	2	1	1	NUM
ajm-1769	130	3	a	a	DET
ajm-1769	130	4	suggested	suggest	VERB
ajm-1769	130	5	platform	platform	NOUN
ajm-1769	130	6	of	of	ADP
ajm-1769	130	7	personalized	personalized	ADJ
ajm-1769	130	8	medicine	medicine	NOUN
ajm-1769	130	9	the	the	DET
ajm-1769	130	10	platform	platform	NOUN
ajm-1769	130	11	of	of	ADP
ajm-1769	130	12	personalized	personalized	ADJ
ajm-1769	130	13	medicine	medicine	NOUN
ajm-1769	130	14	medical	medical	ADJ
ajm-1769	130	15	properties	property	NOUN
ajm-1769	130	16	legal	legal	ADJ
ajm-1769	130	17	properties	property	NOUN
ajm-1769	130	18	economic	economic	ADJ
ajm-1769	130	19	properties	property	NOUN
ajm-1769	130	20	ethical	ethical	ADJ
ajm-1769	130	21	properties	property	NOUN
ajm-1769	130	22	social	social	ADJ
ajm-1769	130	23	properties	property	NOUN
ajm-1769	130	24	organizational	organizational	ADJ
ajm-1769	130	25	properties	property	NOUN
ajm-1769	130	26	the	the	DET
ajm-1769	130	27	future	future	ADJ
ajm-1769	130	28	research	research	NOUN
ajm-1769	130	29	in	in	ADP
ajm-1769	130	30	this	this	DET
ajm-1769	130	31	topic	topic	NOUN
ajm-1769	130	32	will	will	AUX
ajm-1769	130	33	be	be	AUX
ajm-1769	130	34	towards	towards	ADP
ajm-1769	130	35	providing	provide	VERB
ajm-1769	130	36	directions	direction	NOUN
ajm-1769	130	37	and	and	CCONJ
ajm-1769	130	38	suggestions	suggestion	NOUN
ajm-1769	130	39	on	on	ADP
ajm-1769	130	40	what	what	PRON
ajm-1769	130	41	each	each	DET
ajm-1769	130	42	area	area	NOUN
ajm-1769	130	43	properties	property	NOUN
ajm-1769	130	44	should	should	AUX
ajm-1769	130	45	include	include	VERB
ajm-1769	130	46	and	and	CCONJ
ajm-1769	130	47	expanding	expand	VERB
ajm-1769	130	48	this	this	DET
ajm-1769	130	49	suggested	suggest	VERB
ajm-1769	130	50	platform	platform	NOUN
ajm-1769	130	51	with	with	ADP
ajm-1769	130	52	other	other	ADJ
ajm-1769	130	53	necessary	necessary	ADJ
ajm-1769	130	54	areas	area	NOUN
ajm-1769	130	55	which	which	PRON
ajm-1769	130	56	help	help	VERB
ajm-1769	130	57	on	on	ADP
ajm-1769	130	58	creating	create	VERB
ajm-1769	130	59	and	and	CCONJ
ajm-1769	130	60	sustaining	sustain	VERB
ajm-1769	130	61	the	the	DET
ajm-1769	130	62	concept	concept	NOUN
ajm-1769	130	63	of	of	ADP
ajm-1769	130	64	personalized	personalized	ADJ
ajm-1769	130	65	medicine	medicine	NOUN
ajm-1769	130	66	.	.	PUNCT
ajm-1769	131	1	conclusion	conclusion	VERB
ajm-1769	131	2	the	the	DET
ajm-1769	131	3	future	future	NOUN
ajm-1769	131	4	of	of	ADP
ajm-1769	131	5	healthcare	healthcare	NOUN
ajm-1769	131	6	in	in	ADP
ajm-1769	131	7	the	the	DET
ajm-1769	131	8	united	united	PROPN
ajm-1769	131	9	states	states	PROPN
ajm-1769	131	10	and	and	CCONJ
ajm-1769	131	11	beyond	beyond	ADP
ajm-1769	131	12	looks	look	NOUN
ajm-1769	131	13	very	very	ADV
ajm-1769	131	14	promising	promising	ADJ
ajm-1769	131	15	with	with	ADP
ajm-1769	131	16	the	the	DET
ajm-1769	131	17	advent	advent	NOUN
ajm-1769	131	18	of	of	ADP
ajm-1769	131	19	personalized	personalized	ADJ
ajm-1769	131	20	medicine	medicine	NOUN
ajm-1769	131	21	.	.	PUNCT
ajm-1769	132	1	personalized	personalized	ADJ
ajm-1769	132	2	medicine	medicine	NOUN
ajm-1769	132	3	has	have	VERB
ajm-1769	132	4	the	the	DET
ajm-1769	132	5	potential	potential	NOUN
ajm-1769	132	6	to	to	PART
ajm-1769	132	7	reduce	reduce	VERB
ajm-1769	132	8	the	the	DET
ajm-1769	132	9	cost	cost	NOUN
ajm-1769	132	10	and	and	CCONJ
ajm-1769	132	11	pain	pain	NOUN
ajm-1769	132	12	associated	associate	VERB
ajm-1769	132	13	with	with	ADP
ajm-1769	132	14	trial	trial	NOUN
ajm-1769	132	15	and	and	CCONJ
ajm-1769	132	16	error	error	NOUN
ajm-1769	132	17	/	/	SYM
ajm-1769	132	18	one	one	NUM
ajm-1769	132	19	-	-	PUNCT
ajm-1769	132	20	size	size	NOUN
ajm-1769	132	21	fits	fit	VERB
ajm-1769	132	22	all	all	DET
ajm-1769	132	23	approach	approach	NOUN
ajm-1769	132	24	of	of	ADP
ajm-1769	132	25	the	the	DET
ajm-1769	132	26	current	current	ADJ
ajm-1769	132	27	health	health	NOUN
ajm-1769	132	28	care	care	NOUN
ajm-1769	132	29	systems	system	NOUN
ajm-1769	132	30	.	.	PUNCT
ajm-1769	133	1	moreover	moreover	ADV
ajm-1769	133	2	,	,	PUNCT
ajm-1769	133	3	it	it	PRON
ajm-1769	133	4	can	can	AUX
ajm-1769	133	5	introduce	introduce	VERB
ajm-1769	133	6	new	new	ADJ
ajm-1769	133	7	treatment	treatment	NOUN
ajm-1769	133	8	protocols	protocol	NOUN
ajm-1769	133	9	of	of	ADP
ajm-1769	133	10	using	use	VERB
ajm-1769	133	11	molecular	molecular	ADJ
ajm-1769	133	12	elements	element	NOUN
ajm-1769	133	13	that	that	PRON
ajm-1769	133	14	signal	signal	VERB
ajm-1769	133	15	the	the	DET
ajm-1769	133	16	risk	risk	NOUN
ajm-1769	133	17	of	of	ADP
ajm-1769	133	18	disease	disease	NOUN
ajm-1769	133	19	at	at	ADP
ajm-1769	133	20	the	the	DET
ajm-1769	133	21	genetic	genetic	ADJ
ajm-1769	133	22	level	level	NOUN
ajm-1769	133	23	.	.	PUNCT
ajm-1769	134	1	through	through	ADP
ajm-1769	134	2	early	early	ADJ
ajm-1769	134	3	detection	detection	NOUN
ajm-1769	134	4	,	,	PUNCT
ajm-1769	134	5	prevention	prevention	NOUN
ajm-1769	134	6	,	,	PUNCT
ajm-1769	134	7	and	and	CCONJ
ajm-1769	134	8	accurate	accurate	ADJ
ajm-1769	134	9	risk	risk	NOUN
ajm-1769	134	10	assessments	assessment	NOUN
ajm-1769	134	11	and	and	CCONJ
ajm-1769	134	12	efficiencies	efficiency	NOUN
ajm-1769	134	13	in	in	ADP
ajm-1769	134	14	care	care	NOUN
ajm-1769	134	15	delivery	delivery	NOUN
ajm-1769	134	16	,	,	PUNCT
ajm-1769	134	17	it	it	PRON
ajm-1769	134	18	promises	promise	VERB
ajm-1769	134	19	to	to	PART
ajm-1769	134	20	address	address	VERB
ajm-1769	134	21	current	current	ADJ
ajm-1769	134	22	inefficiencies	inefficiency	NOUN
ajm-1769	134	23	in	in	ADP
ajm-1769	134	24	health	health	NOUN
ajm-1769	134	25	care	care	NOUN
ajm-1769	134	26	delivery	delivery	NOUN
ajm-1769	134	27	thereby	thereby	ADV
ajm-1769	134	28	having	have	VERB
ajm-1769	134	29	a	a	DET
ajm-1769	134	30	significant	significant	ADJ
ajm-1769	134	31	impact	impact	NOUN
ajm-1769	134	32	on	on	ADP
ajm-1769	134	33	the	the	DET
ajm-1769	134	34	economies	economy	NOUN
ajm-1769	134	35	of	of	ADP
ajm-1769	134	36	nations	nation	NOUN
ajm-1769	134	37	.	.	PUNCT
ajm-1769	135	1	for	for	ADP
ajm-1769	135	2	personalized	personalized	ADJ
ajm-1769	135	3	medicine	medicine	NOUN
ajm-1769	135	4	to	to	PART
ajm-1769	135	5	deliver	deliver	VERB
ajm-1769	135	6	on	on	ADP
ajm-1769	135	7	its	its	PRON
ajm-1769	135	8	promises	promise	NOUN
ajm-1769	135	9	,	,	PUNCT
ajm-1769	135	10	it	it	PRON
ajm-1769	135	11	will	will	AUX
ajm-1769	135	12	be	be	AUX
ajm-1769	135	13	heavily	heavily	ADV
ajm-1769	135	14	dependent	dependent	ADJ
ajm-1769	135	15	on	on	ADP
ajm-1769	135	16	efficient	efficient	ADJ
ajm-1769	135	17	data	datum	NOUN
ajm-1769	135	18	mining	mining	NOUN
ajm-1769	135	19	tools	tool	NOUN
ajm-1769	135	20	and	and	CCONJ
ajm-1769	135	21	techniques	technique	NOUN
ajm-1769	135	22	because	because	SCONJ
ajm-1769	135	23	of	of	ADP
ajm-1769	135	24	large	large	ADJ
ajm-1769	135	25	collection	collection	NOUN
ajm-1769	135	26	of	of	ADP
ajm-1769	135	27	molecular	molecular	ADJ
ajm-1769	135	28	data	datum	NOUN
ajm-1769	135	29	from	from	ADP
ajm-1769	135	30	patients	patient	NOUN
ajm-1769	135	31	and	and	CCONJ
ajm-1769	135	32	the	the	DET
ajm-1769	135	33	use	use	NOUN
ajm-1769	135	34	of	of	ADP
ajm-1769	135	35	enormous	enormous	ADJ
ajm-1769	135	36	amount	amount	NOUN
ajm-1769	135	37	of	of	ADP
ajm-1769	135	38	data	datum	NOUN
ajm-1769	135	39	from	from	ADP
ajm-1769	135	40	ehrs	ehrs	PROPN
ajm-1769	135	41	.	.	PUNCT
ajm-1769	136	1	according	accord	VERB
ajm-1769	136	2	to	to	ADP
ajm-1769	136	3	chris	chris	PROPN
ajm-1769	136	4	edwards	edwards	PROPN
ajm-1769	136	5	on	on	ADP
ajm-1769	136	6	using	use	VERB
ajm-1769	136	7	data	datum	NOUN
ajm-1769	136	8	for	for	ADP
ajm-1769	136	9	personalized	personalized	ADJ
ajm-1769	136	10	cancer	cancer	NOUN
ajm-1769	136	11	treatment	treatment	NOUN
ajm-1769	136	12	,	,	PUNCT
ajm-1769	136	13	�	�	PROPN
ajm-1769	136	14	one	one	NUM
ajm-1769	136	15	of	of	ADP
ajm-1769	136	16	the	the	DET
ajm-1769	136	17	problems	problem	NOUN
ajm-1769	136	18	of	of	ADP
ajm-1769	136	19	personalized	personalized	ADJ
ajm-1769	136	20	medicine	medicine	NOUN
ajm-1769	136	21	is	be	AUX
ajm-1769	136	22	obtaining	obtain	VERB
ajm-1769	136	23	enough	enough	ADJ
ajm-1769	136	24	data	datum	NOUN
ajm-1769	136	25	to	to	PART
ajm-1769	136	26	work	work	VERB
ajm-1769	136	27	out	out	ADP
ajm-1769	136	28	how	how	SCONJ
ajm-1769	136	29	different	different	ADJ
ajm-1769	136	30	treatments	treatment	NOUN
ajm-1769	136	31	fare	fare	VERB
ajm-1769	136	32	under	under	ADP
ajm-1769	136	33	different	different	ADJ
ajm-1769	136	34	conditions	condition	NOUN
ajm-1769	136	35	,	,	PUNCT
ajm-1769	136	36	getting	get	VERB
ajm-1769	136	37	a	a	DET
ajm-1769	136	38	database	database	NOUN
ajm-1769	136	39	of	of	ADP
ajm-1769	136	40	10,000	10,000	NUM
ajm-1769	136	41	to	to	PART
ajm-1769	136	42	20,000	20,000	NUM
ajm-1769	136	43	patients	patient	NOUN
ajm-1769	136	44	with	with	ADP
ajm-1769	136	45	50	50	NUM
ajm-1769	136	46	to	to	PART
ajm-1769	136	47	100	100	NUM
ajm-1769	136	48	common	common	ADJ
ajm-1769	136	49	tumor	tumor	NOUN
ajm-1769	136	50	types	type	NOUN
ajm-1769	136	51	,	,	PUNCT
ajm-1769	136	52	amounting	amount	VERB
ajm-1769	136	53	to	to	ADP
ajm-1769	136	54	at	at	ADV
ajm-1769	136	55	least	least	ADV
ajm-1769	136	56	one	one	NUM
ajm-1769	136	57	million	million	NUM
ajm-1769	136	58	patients	patient	NOUN
ajm-1769	136	59	.	.	PUNCT
ajm-1769	137	1	�	�	VERB
ajm-1769	137	2	the	the	DET
ajm-1769	137	3	future	future	NOUN
ajm-1769	137	4	of	of	ADP
ajm-1769	137	5	personalized	personalized	ADJ
ajm-1769	137	6	medicine	medicine	NOUN
ajm-1769	137	7	will	will	AUX
ajm-1769	137	8	be	be	AUX
ajm-1769	137	9	based	base	VERB
ajm-1769	137	10	on	on	ADP
ajm-1769	137	11	a	a	DET
ajm-1769	137	12	combination	combination	NOUN
ajm-1769	137	13	of	of	ADP
ajm-1769	137	14	personal	personal	ADJ
ajm-1769	137	15	data	datum	NOUN
ajm-1769	137	16	which	which	PRON
ajm-1769	137	17	include	include	VERB
ajm-1769	137	18	genomic	genomic	ADJ
ajm-1769	137	19	information	information	NOUN
ajm-1769	137	20	as	as	ADV
ajm-1769	137	21	well	well	ADV
ajm-1769	137	22	as	as	ADP
ajm-1769	137	23	longitudinal	longitudinal	ADJ
ajm-1769	137	24	documentation	documentation	NOUN
ajm-1769	137	25	american	american	PROPN
ajm-1769	137	26	journal	journal	PROPN
ajm-1769	137	27	of	of	ADP
ajm-1769	137	28	management	management	NOUN
ajm-1769	137	29	vol	vol	NOUN
ajm-1769	137	30	.	.	PUNCT
ajm-1769	138	1	17(1	17(1	NUM
ajm-1769	138	2	)	)	PUNCT
ajm-1769	138	3	2017	2017	NUM
ajm-1769	138	4	17	17	NUM
ajm-1769	138	5	of	of	ADP
ajm-1769	138	6	all	all	DET
ajm-1769	138	7	possible	possible	ADJ
ajm-1769	138	8	molecular	molecular	ADJ
ajm-1769	138	9	components	component	NOUN
ajm-1769	138	10	.	.	PUNCT
ajm-1769	139	1	it	it	PRON
ajm-1769	139	2	is	be	AUX
ajm-1769	139	3	therefore	therefore	ADV
ajm-1769	139	4	pertinent	pertinent	ADJ
ajm-1769	139	5	that	that	SCONJ
ajm-1769	139	6	efficient	efficient	ADJ
ajm-1769	139	7	data	datum	NOUN
ajm-1769	139	8	collection	collection	NOUN
ajm-1769	139	9	,	,	PUNCT
ajm-1769	139	10	storage	storage	NOUN
ajm-1769	139	11	and	and	CCONJ
ajm-1769	139	12	mining	mining	NOUN
ajm-1769	139	13	tools	tool	NOUN
ajm-1769	139	14	are	be	AUX
ajm-1769	139	15	developed	develop	VERB
ajm-1769	139	16	and	and	CCONJ
ajm-1769	139	17	applied	apply	VERB
ajm-1769	139	18	in	in	ADP
ajm-1769	139	19	order	order	NOUN
ajm-1769	139	20	to	to	PART
ajm-1769	139	21	speed	speed	VERB
ajm-1769	139	22	up	up	ADP
ajm-1769	139	23	mining	mining	NOUN
ajm-1769	139	24	of	of	ADP
ajm-1769	139	25	realms	realm	NOUN
ajm-1769	139	26	of	of	ADP
ajm-1769	139	27	clinical	clinical	ADJ
ajm-1769	139	28	data	datum	NOUN
ajm-1769	139	29	for	for	ADP
ajm-1769	139	30	meaningful	meaningful	ADJ
ajm-1769	139	31	use	use	NOUN
ajm-1769	139	32	in	in	ADP
ajm-1769	139	33	personalized	personalized	ADJ
ajm-1769	139	34	medicine	medicine	NOUN
ajm-1769	139	35	and	and	CCONJ
ajm-1769	139	36	also	also	ADV
ajm-1769	139	37	not	not	PART
ajm-1769	139	38	forgetting	forget	VERB
ajm-1769	139	39	data	datum	NOUN
ajm-1769	139	40	security	security	NOUN
ajm-1769	139	41	which	which	PRON
ajm-1769	139	42	is	be	AUX
ajm-1769	139	43	a	a	DET
ajm-1769	139	44	major	major	ADJ
ajm-1769	139	45	issue	issue	NOUN
ajm-1769	139	46	in	in	ADP
ajm-1769	139	47	dealing	deal	VERB
ajm-1769	139	48	with	with	ADP
ajm-1769	139	49	patients	patient	NOUN
ajm-1769	139	50	�	�	NOUN
ajm-1769	139	51	genomic	genomic	ADJ
ajm-1769	139	52	information	information	NOUN
ajm-1769	139	53	in	in	ADP
ajm-1769	139	54	personalized	personalized	ADJ
ajm-1769	139	55	medicine	medicine	NOUN
ajm-1769	139	56	.	.	PUNCT
ajm-1769	140	1	in	in	ADP
ajm-1769	140	2	order	order	NOUN
ajm-1769	140	3	to	to	PART
ajm-1769	140	4	optimally	optimally	ADV
ajm-1769	140	5	reap	reap	VERB
ajm-1769	140	6	the	the	DET
ajm-1769	140	7	benefits	benefit	NOUN
ajm-1769	140	8	of	of	ADP
ajm-1769	140	9	personalized	personalized	ADJ
ajm-1769	140	10	medicine	medicine	NOUN
ajm-1769	140	11	,	,	PUNCT
ajm-1769	140	12	there	there	PRON
ajm-1769	140	13	should	should	AUX
ajm-1769	140	14	be	be	AUX
ajm-1769	140	15	a	a	DET
ajm-1769	140	16	supportive	supportive	ADJ
ajm-1769	140	17	public	public	ADJ
ajm-1769	140	18	policy	policy	NOUN
ajm-1769	140	19	environment	environment	NOUN
ajm-1769	140	20	that	that	PRON
ajm-1769	140	21	would	would	AUX
ajm-1769	140	22	address	address	VERB
ajm-1769	140	23	each	each	PRON
ajm-1769	140	24	of	of	ADP
ajm-1769	140	25	the	the	DET
ajm-1769	140	26	issues	issue	NOUN
ajm-1769	140	27	raised	raise	VERB
ajm-1769	140	28	,	,	PUNCT
ajm-1769	140	29	and	and	CCONJ
ajm-1769	140	30	provide	provide	VERB
ajm-1769	140	31	incentives	incentive	NOUN
ajm-1769	140	32	to	to	PART
ajm-1769	140	33	reinforce	reinforce	VERB
ajm-1769	140	34	emerging	emerge	VERB
ajm-1769	140	35	business	business	NOUN
ajm-1769	140	36	models	model	NOUN
ajm-1769	140	37	that	that	PRON
ajm-1769	140	38	accelerate	accelerate	VERB
ajm-1769	140	39	the	the	DET
ajm-1769	140	40	co	co	NOUN
ajm-1769	140	41	-	-	NOUN
ajm-1769	140	42	development	development	NOUN
ajm-1769	140	43	of	of	ADP
ajm-1769	140	44	drugs	drug	NOUN
ajm-1769	140	45	and	and	CCONJ
ajm-1769	140	46	diagnostic	diagnostic	ADJ
ajm-1769	140	47	tests	test	NOUN
ajm-1769	140	48	.	.	PUNCT
ajm-1769	141	1	there	there	PRON
ajm-1769	141	2	should	should	AUX
ajm-1769	141	3	also	also	ADV
ajm-1769	141	4	be	be	AUX
ajm-1769	141	5	strategic	strategic	ADJ
ajm-1769	141	6	alliance	alliance	NOUN
ajm-1769	141	7	amongst	amongst	ADP
ajm-1769	141	8	the	the	DET
ajm-1769	141	9	different	different	ADJ
ajm-1769	141	10	disciplines	discipline	NOUN
ajm-1769	141	11	involved	involve	VERB
ajm-1769	141	12	in	in	ADP
ajm-1769	141	13	promoting	promote	VERB
ajm-1769	141	14	personalized	personalized	ADJ
ajm-1769	141	15	medicine	medicine	NOUN
ajm-1769	141	16	which	which	PRON
ajm-1769	141	17	includes	include	VERB
ajm-1769	141	18	patients	patient	NOUN
ajm-1769	141	19	,	,	PUNCT
ajm-1769	141	20	scientists	scientist	NOUN
ajm-1769	141	21	and	and	CCONJ
ajm-1769	141	22	drug	drug	NOUN
ajm-1769	141	23	companies	company	NOUN
ajm-1769	141	24	.	.	PUNCT
ajm-1769	142	1	last	last	ADJ
ajm-1769	142	2	but	but	CCONJ
ajm-1769	142	3	very	very	ADV
ajm-1769	142	4	important	important	ADJ
ajm-1769	142	5	,	,	PUNCT
ajm-1769	142	6	there	there	PRON
ajm-1769	142	7	should	should	AUX
ajm-1769	142	8	be	be	AUX
ajm-1769	142	9	sufficient	sufficient	ADJ
ajm-1769	142	10	non	non	ADJ
ajm-1769	142	11	competing	compete	VERB
ajm-1769	142	12	resources	resource	NOUN
ajm-1769	142	13	and	and	CCONJ
ajm-1769	142	14	a	a	DET
ajm-1769	142	15	strong	strong	ADJ
ajm-1769	142	16	,	,	PUNCT
ajm-1769	142	17	sustained	sustained	ADJ
ajm-1769	142	18	commitment	commitment	NOUN
ajm-1769	142	19	of	of	ADP
ajm-1769	142	20	time	time	NOUN
ajm-1769	142	21	,	,	PUNCT
ajm-1769	142	22	energy	energy	NOUN
ajm-1769	142	23	,	,	PUNCT
ajm-1769	142	24	and	and	CCONJ
ajm-1769	142	25	ingenuity	ingenuity	NOUN
ajm-1769	142	26	from	from	ADP
ajm-1769	142	27	the	the	DET
ajm-1769	142	28	scientific	scientific	ADJ
ajm-1769	142	29	,	,	PUNCT
ajm-1769	142	30	medical	medical	ADJ
ajm-1769	142	31	,	,	PUNCT
ajm-1769	142	32	and	and	CCONJ
ajm-1769	142	33	patient	patient	ADJ
ajm-1769	142	34	communities	community	NOUN
ajm-1769	142	35	for	for	ADP
ajm-1769	142	36	the	the	DET
ajm-1769	142	37	full	full	ADJ
ajm-1769	142	38	potential	potential	NOUN
ajm-1769	142	39	of	of	ADP
ajm-1769	142	40	personalized	personalized	ADJ
ajm-1769	142	41	medicine	medicine	NOUN
ajm-1769	142	42	to	to	PART
ajm-1769	142	43	be	be	AUX
ajm-1769	142	44	realized(collins	realized(collin	NOUN
ajm-1769	142	45	,	,	PUNCT
ajm-1769	142	46	2015	2015	NUM
ajm-1769	142	47	)	)	PUNCT
ajm-1769	142	48	.	.	PUNCT
ajm-1769	143	1	references	reference	NOUN
ajm-1769	143	2	alyass	alyass	PROPN
ajm-1769	143	3	,	,	PUNCT
ajm-1769	143	4	a.	a.	NOUN
ajm-1769	143	5	,	,	PUNCT
ajm-1769	143	6	turcotte	turcotte	NOUN
ajm-1769	143	7	,	,	PUNCT
ajm-1769	143	8	m.	m.	NOUN
ajm-1769	143	9	,	,	PUNCT
ajm-1769	143	10	&	&	CCONJ
ajm-1769	143	11	meyre	meyre	PROPN
ajm-1769	143	12	,	,	PUNCT
ajm-1769	143	13	d.	d.	PROPN
ajm-1769	143	14	(	(	PUNCT
ajm-1769	143	15	2015	2015	NUM
ajm-1769	143	16	)	)	PUNCT
ajm-1769	143	17	.	.	PUNCT
ajm-1769	144	1	from	from	ADP
ajm-1769	144	2	big	big	ADJ
ajm-1769	144	3	data	datum	NOUN
ajm-1769	144	4	analysis	analysis	NOUN
ajm-1769	144	5	to	to	ADP
ajm-1769	144	6	personalized	personalized	ADJ
ajm-1769	144	7	medicine	medicine	NOUN
ajm-1769	144	8	for	for	ADP
ajm-1769	144	9	all	all	DET
ajm-1769	144	10	:	:	PUNCT
ajm-1769	144	11	challenges	challenge	NOUN
ajm-1769	144	12	and	and	CCONJ
ajm-1769	144	13	opportunities	opportunity	NOUN
ajm-1769	144	14	.	.	PUNCT
ajm-1769	145	1	bmc	bmc	ADJ
ajm-1769	145	2	medical	medical	ADJ
ajm-1769	145	3	genomics	genomic	NOUN
ajm-1769	145	4	,	,	PUNCT
ajm-1769	145	5	8(1	8(1	NOUN
ajm-1769	145	6	)	)	PUNCT
ajm-1769	145	7	,	,	PUNCT
ajm-1769	145	8	33	33	NUM
ajm-1769	145	9	.	.	PUNCT
ajm-1769	146	1	berndt	berndt	PROPN
ajm-1769	146	2	,	,	PUNCT
ajm-1769	146	3	d.	d.	PROPN
ajm-1769	146	4	j.	j.	PROPN
ajm-1769	146	5	,	,	PUNCT
ajm-1769	146	6	fisher	fisher	PROPN
ajm-1769	146	7	,	,	PUNCT
ajm-1769	146	8	j.	j.	PROPN
ajm-1769	146	9	w.	w.	PROPN
ajm-1769	146	10	,	,	PUNCT
ajm-1769	146	11	hevner	hevner	NOUN
ajm-1769	146	12	,	,	PUNCT
ajm-1769	146	13	a.	a.	PROPN
ajm-1769	146	14	r.	r.	PROPN
ajm-1769	146	15	,	,	PUNCT
ajm-1769	146	16	&	&	CCONJ
ajm-1769	146	17	studnicki	studnicki	PROPN
ajm-1769	146	18	,	,	PUNCT
ajm-1769	146	19	j.	j.	PROPN
ajm-1769	146	20	(	(	PUNCT
ajm-1769	146	21	2001	2001	NUM
ajm-1769	146	22	)	)	PUNCT
ajm-1769	146	23	.	.	PUNCT
ajm-1769	147	1	healthcare	healthcare	PROPN
ajm-1769	147	2	data	data	PROPN
ajm-1769	147	3	warehousing	warehousing	NOUN
ajm-1769	147	4	and	and	CCONJ
ajm-1769	147	5	quality	quality	NOUN
ajm-1769	147	6	assurance	assurance	NOUN
ajm-1769	147	7	.	.	PUNCT
ajm-1769	148	1	computer	computer	NOUN
ajm-1769	148	2	,	,	PUNCT
ajm-1769	148	3	34(12	34(12	NUM
ajm-1769	148	4	)	)	PUNCT
ajm-1769	148	5	,	,	PUNCT
ajm-1769	148	6	56	56	NUM
ajm-1769	148	7	-	-	SYM
ajm-1769	148	8	65	65	NUM
ajm-1769	148	9	.	.	PUNCT
ajm-1769	149	1	collins	collins	PROPN
ajm-1769	149	2	,	,	PUNCT
ajm-1769	149	3	f.	f.	PROPN
ajm-1769	149	4	s.	s.	PROPN
ajm-1769	149	5	(	(	PUNCT
ajm-1769	149	6	2015	2015	NUM
ajm-1769	149	7	)	)	PUNCT
ajm-1769	149	8	.	.	PUNCT
ajm-1769	150	1	exceptional	exceptional	ADJ
ajm-1769	150	2	opportunities	opportunity	NOUN
ajm-1769	150	3	in	in	ADP
ajm-1769	150	4	medical	medical	ADJ
ajm-1769	150	5	science	science	NOUN
ajm-1769	150	6	:	:	PUNCT
ajm-1769	150	7	a	a	DET
ajm-1769	150	8	view	view	NOUN
ajm-1769	150	9	from	from	ADP
ajm-1769	150	10	the	the	DET
ajm-1769	150	11	national	national	PROPN
ajm-1769	150	12	institutes	institutes	PROPN
ajm-1769	150	13	of	of	ADP
ajm-1769	150	14	health	health	NOUN
ajm-1769	150	15	.	.	PUNCT
ajm-1769	151	1	jama	jama	PROPN
ajm-1769	151	2	:	:	PUNCT
ajm-1769	151	3	journal	journal	NOUN
ajm-1769	151	4	of	of	ADP
ajm-1769	151	5	the	the	DET
ajm-1769	151	6	american	american	PROPN
ajm-1769	151	7	medical	medical	PROPN
ajm-1769	151	8	association	association	PROPN
ajm-1769	151	9	,	,	PUNCT
ajm-1769	151	10	313(2	313(2	NUM
ajm-1769	151	11	)	)	PUNCT
ajm-1769	151	12	,	,	PUNCT
ajm-1769	151	13	131	131	NUM
ajm-1769	151	14	-	-	SYM
ajm-1769	151	15	132	132	NUM
ajm-1769	151	16	.	.	PUNCT
ajm-1769	152	1	doi	doi	NOUN
ajm-1769	152	2	:	:	PUNCT
ajm-1769	152	3	10.1001	10.1001	NUM
ajm-1769	152	4	/	/	SYM
ajm-1769	152	5	jama.2014.16736	jama.2014.16736	PROPN
ajm-1769	152	6	davis	davis	PROPN
ajm-1769	152	7	,	,	PUNCT
ajm-1769	152	8	j.	j.	PROPN
ajm-1769	152	9	c.	c.	PROPN
ajm-1769	152	10	,	,	PUNCT
ajm-1769	152	11	furstenthal	furstenthal	PROPN
ajm-1769	152	12	,	,	PUNCT
ajm-1769	152	13	l.	l.	PROPN
ajm-1769	152	14	,	,	PUNCT
ajm-1769	152	15	desai	desai	PROPN
ajm-1769	152	16	,	,	PUNCT
ajm-1769	152	17	a.	a.	PROPN
ajm-1769	152	18	a.	a.	PROPN
ajm-1769	152	19	,	,	PUNCT
ajm-1769	152	20	norris	norris	PROPN
ajm-1769	152	21	,	,	PUNCT
ajm-1769	152	22	t.	t.	PROPN
ajm-1769	152	23	,	,	PUNCT
ajm-1769	152	24	sutaria	sutaria	PROPN
ajm-1769	152	25	,	,	PUNCT
ajm-1769	152	26	s.	s.	PROPN
ajm-1769	152	27	,	,	PUNCT
ajm-1769	152	28	fleming	fleming	PROPN
ajm-1769	152	29	,	,	PUNCT
ajm-1769	152	30	e.	e.	PROPN
ajm-1769	152	31	,	,	PUNCT
ajm-1769	152	32	&	&	CCONJ
ajm-1769	152	33	ma	ma	PROPN
ajm-1769	152	34	,	,	PUNCT
ajm-1769	152	35	p.	p.	NOUN
ajm-1769	152	36	(	(	PUNCT
ajm-1769	152	37	2009	2009	NUM
ajm-1769	152	38	)	)	PUNCT
ajm-1769	152	39	.	.	PUNCT
ajm-1769	153	1	the	the	DET
ajm-1769	153	2	microeconomics	microeconomics	PROPN
ajm-1769	153	3	of	of	ADP
ajm-1769	153	4	personalized	personalized	ADJ
ajm-1769	153	5	medicine	medicine	NOUN
ajm-1769	153	6	:	:	PUNCT
ajm-1769	153	7	today	today	NOUN
ajm-1769	153	8	's	's	PART
ajm-1769	153	9	challenge	challenge	NOUN
ajm-1769	153	10	and	and	CCONJ
ajm-1769	153	11	tomorrow	tomorrow	NOUN
ajm-1769	153	12	's	's	PART
ajm-1769	153	13	promise	promise	NOUN
ajm-1769	153	14	.	.	PUNCT
ajm-1769	154	1	nature	nature	NOUN
ajm-1769	154	2	reviews	review	VERB
ajm-1769	154	3	drug	drug	NOUN
ajm-1769	154	4	discovery	discovery	NOUN
ajm-1769	154	5	,	,	PUNCT
ajm-1769	154	6	8(4	8(4	NUM
ajm-1769	154	7	)	)	PUNCT
ajm-1769	154	8	,	,	PUNCT
ajm-1769	154	9	279	279	NUM
ajm-1769	154	10	-	-	SYM
ajm-1769	154	11	286	286	NUM
ajm-1769	154	12	.	.	PUNCT
ajm-1769	155	1	de	de	PROPN
ajm-1769	155	2	lecea	lecea	PROPN
ajm-1769	155	3	,	,	PUNCT
ajm-1769	155	4	m.	m.	NOUN
ajm-1769	155	5	g.	g.	PROPN
ajm-1769	155	6	m.	m.	PROPN
ajm-1769	155	7	,	,	PUNCT
ajm-1769	155	8	&	&	CCONJ
ajm-1769	155	9	rossbach	rossbach	NOUN
ajm-1769	155	10	,	,	PUNCT
ajm-1769	155	11	m.	m.	NOUN
ajm-1769	155	12	(	(	PUNCT
ajm-1769	155	13	2012	2012	NUM
ajm-1769	155	14	)	)	PUNCT
ajm-1769	155	15	.	.	PUNCT
ajm-1769	156	1	translational	translational	ADJ
ajm-1769	156	2	genomics	genomic	NOUN
ajm-1769	156	3	in	in	ADP
ajm-1769	156	4	personalized	personalized	ADJ
ajm-1769	156	5	medicine	medicine	NOUN
ajm-1769	156	6	�	�	NOUN
ajm-1769	156	7	scientific	scientific	ADJ
ajm-1769	156	8	challenges	challenge	NOUN
ajm-1769	156	9	en	en	ADP
ajm-1769	156	10	route	route	NOUN
ajm-1769	156	11	to	to	ADP
ajm-1769	156	12	clinical	clinical	ADJ
ajm-1769	156	13	practice	practice	NOUN
ajm-1769	156	14	.	.	PUNCT
ajm-1769	157	1	the	the	DET
ajm-1769	157	2	hugo	hugo	PROPN
ajm-1769	157	3	journal	journal	PROPN
ajm-1769	157	4	,	,	PUNCT
ajm-1769	157	5	6(1	6(1	NUM
ajm-1769	157	6	)	)	PUNCT
ajm-1769	157	7	,	,	PUNCT
ajm-1769	157	8	1	1	NUM
ajm-1769	157	9	-	-	SYM
ajm-1769	157	10	9	9	NUM
ajm-1769	157	11	.	.	PUNCT
ajm-1769	157	12	de	de	PROPN
ajm-1769	157	13	marco	marco	PROPN
ajm-1769	157	14	,	,	PUNCT
ajm-1769	157	15	m.	m.	NOUN
ajm-1769	157	16	,	,	PUNCT
ajm-1769	157	17	cykert	cykert	PROPN
ajm-1769	157	18	,	,	PUNCT
ajm-1769	157	19	s.	s.	PROPN
ajm-1769	157	20	,	,	PUNCT
ajm-1769	157	21	coad	coad	PROPN
ajm-1769	157	22	,	,	PUNCT
ajm-1769	157	23	n.	n.	NOUN
ajm-1769	157	24	,	,	PUNCT
ajm-1769	157	25	doost	doost	NOUN
ajm-1769	157	26	,	,	PUNCT
ajm-1769	157	27	k.	k.	PROPN
ajm-1769	157	28	,	,	PUNCT
ajm-1769	157	29	schaal	schaal	PROPN
ajm-1769	157	30	,	,	PUNCT
ajm-1769	157	31	j.	j.	PROPN
ajm-1769	157	32	,	,	PUNCT
ajm-1769	157	33	white	white	PROPN
ajm-1769	157	34	,	,	PUNCT
ajm-1769	157	35	b.	b.	PROPN
ajm-1769	157	36	,	,	PUNCT
ajm-1769	157	37	.	.	PUNCT
ajm-1769	157	38	.	.	PUNCT
ajm-1769	157	39	.	.	PUNCT
ajm-1769	158	1	corbie	corbie	PROPN
ajm-1769	158	2	-	-	PUNCT
ajm-1769	158	3	smith	smith	PROPN
ajm-1769	158	4	,	,	PUNCT
ajm-1769	158	5	g.	g.	PROPN
ajm-1769	158	6	(	(	PUNCT
ajm-1769	158	7	2010	2010	NUM
ajm-1769	158	8	)	)	PUNCT
ajm-1769	158	9	.	.	PUNCT
ajm-1769	159	1	views	view	NOUN
ajm-1769	159	2	on	on	ADP
ajm-1769	159	3	personalized	personalized	ADJ
ajm-1769	159	4	medicine	medicine	NOUN
ajm-1769	159	5	:	:	PUNCT
ajm-1769	159	6	do	do	VERB
ajm-1769	159	7	the	the	DET
ajm-1769	159	8	attitudes	attitude	NOUN
ajm-1769	159	9	of	of	ADP
ajm-1769	159	10	african	african	ADJ
ajm-1769	159	11	american	american	ADJ
ajm-1769	159	12	and	and	CCONJ
ajm-1769	159	13	white	white	ADJ
ajm-1769	159	14	prescription	prescription	NOUN
ajm-1769	159	15	drug	drug	NOUN
ajm-1769	159	16	consumers	consumer	NOUN
ajm-1769	159	17	differ	differ	VERB
ajm-1769	159	18	?	?	PUNCT
ajm-1769	160	1	public	public	ADJ
ajm-1769	160	2	health	health	NOUN
ajm-1769	160	3	genomics	genomic	NOUN
ajm-1769	160	4	,	,	PUNCT
ajm-1769	160	5	13(5	13(5	NUM
ajm-1769	160	6	)	)	PUNCT
ajm-1769	160	7	,	,	PUNCT
ajm-1769	160	8	276	276	NUM
ajm-1769	160	9	-	-	SYM
ajm-1769	160	10	283	283	NUM
ajm-1769	160	11	.	.	PUNCT
ajm-1769	161	1	doi	doi	NOUN
ajm-1769	161	2	:	:	PUNCT
ajm-1769	161	3	10.1159/000242199	10.1159/000242199	NUM
ajm-1769	161	4	[	[	X
ajm-1769	161	5	doi	doi	X
ajm-1769	161	6	]	]	X
ajm-1769	161	7	evans	evans	PROPN
ajm-1769	161	8	,	,	PUNCT
ajm-1769	161	9	r.	r.	PROPN
ajm-1769	161	10	s.	s.	PROPN
ajm-1769	161	11	,	,	PUNCT
ajm-1769	161	12	lloyd	lloyd	PROPN
ajm-1769	161	13	,	,	PUNCT
ajm-1769	161	14	j.	j.	PROPN
ajm-1769	161	15	f.	f.	PROPN
ajm-1769	161	16	,	,	PUNCT
ajm-1769	161	17	&	&	CCONJ
ajm-1769	161	18	pierce	pierce	PROPN
ajm-1769	161	19	,	,	PUNCT
ajm-1769	161	20	l.	l.	PROPN
ajm-1769	161	21	a.	a.	PROPN
ajm-1769	161	22	(	(	PUNCT
ajm-1769	161	23	2012	2012	NUM
ajm-1769	161	24	)	)	PUNCT
ajm-1769	161	25	.	.	PUNCT
ajm-1769	162	1	clinical	clinical	ADJ
ajm-1769	162	2	use	use	NOUN
ajm-1769	162	3	of	of	ADP
ajm-1769	162	4	an	an	DET
ajm-1769	162	5	enterprise	enterprise	NOUN
ajm-1769	162	6	data	data	NOUN
ajm-1769	162	7	warehouse	warehouse	NOUN
ajm-1769	162	8	.	.	PUNCT
ajm-1769	163	1	paper	paper	NOUN
ajm-1769	163	2	presented	present	VERB
ajm-1769	163	3	at	at	ADP
ajm-1769	163	4	the	the	DET
ajm-1769	163	5	amia	amia	NOUN
ajm-1769	163	6	annual	annual	ADJ
ajm-1769	163	7	symposium	symposium	NOUN
ajm-1769	163	8	proceedings	proceeding	NOUN
ajm-1769	163	9	.	.	PUNCT
ajm-1769	164	1	fayyad	fayyad	PROPN
ajm-1769	164	2	,	,	PUNCT
ajm-1769	164	3	u.	u.	PROPN
ajm-1769	164	4	,	,	PUNCT
ajm-1769	164	5	piatetsky	piatetsky	PROPN
ajm-1769	164	6	-	-	PUNCT
ajm-1769	164	7	shapiro	shapiro	PROPN
ajm-1769	164	8	,	,	PUNCT
ajm-1769	164	9	g.	g.	PROPN
ajm-1769	164	10	,	,	PUNCT
ajm-1769	164	11	&	&	CCONJ
ajm-1769	164	12	smyth	smyth	PROPN
ajm-1769	164	13	,	,	PUNCT
ajm-1769	164	14	p.	p.	NOUN
ajm-1769	164	15	(	(	PUNCT
ajm-1769	164	16	1996	1996	NUM
ajm-1769	164	17	)	)	PUNCT
ajm-1769	164	18	.	.	PUNCT
ajm-1769	165	1	from	from	ADP
ajm-1769	165	2	data	data	NOUN
ajm-1769	165	3	mining	mining	NOUN
ajm-1769	165	4	to	to	ADP
ajm-1769	165	5	knowledge	knowledge	NOUN
ajm-1769	165	6	discovery	discovery	NOUN
ajm-1769	165	7	in	in	ADP
ajm-1769	165	8	databases	database	NOUN
ajm-1769	165	9	.	.	PUNCT
ajm-1769	166	1	ai	ai	PROPN
ajm-1769	166	2	magazine	magazine	NOUN
ajm-1769	166	3	,	,	PUNCT
ajm-1769	166	4	17(3	17(3	NUM
ajm-1769	166	5	)	)	PUNCT
ajm-1769	166	6	,	,	PUNCT
ajm-1769	166	7	37	37	NUM
ajm-1769	166	8	.	.	PUNCT
ajm-1769	167	1	garber	garber	PROPN
ajm-1769	167	2	,	,	PUNCT
ajm-1769	167	3	a.	a.	NOUN
ajm-1769	167	4	m.	m.	NOUN
ajm-1769	167	5	,	,	PUNCT
ajm-1769	167	6	&	&	CCONJ
ajm-1769	167	7	tunis	tunis	PROPN
ajm-1769	167	8	,	,	PUNCT
ajm-1769	167	9	s.	s.	PROPN
ajm-1769	167	10	r.	r.	PROPN
ajm-1769	167	11	(	(	PUNCT
ajm-1769	167	12	2009	2009	NUM
ajm-1769	167	13	)	)	PUNCT
ajm-1769	167	14	.	.	PUNCT
ajm-1769	168	1	does	do	AUX
ajm-1769	168	2	comparative	comparative	ADJ
ajm-1769	168	3	-	-	PUNCT
ajm-1769	168	4	effectiveness	effectiveness	NOUN
ajm-1769	168	5	research	research	NOUN
ajm-1769	168	6	threaten	threaten	VERB
ajm-1769	168	7	personalized	personalized	ADJ
ajm-1769	168	8	medicine	medicine	NOUN
ajm-1769	168	9	?	?	PUNCT
ajm-1769	169	1	new	new	PROPN
ajm-1769	169	2	england	england	PROPN
ajm-1769	169	3	journal	journal	PROPN
ajm-1769	169	4	of	of	ADP
ajm-1769	169	5	medicine	medicine	NOUN
ajm-1769	169	6	,	,	PUNCT
ajm-1769	169	7	360(19	360(19	NUM
ajm-1769	169	8	)	)	PUNCT
ajm-1769	169	9	,	,	PUNCT
ajm-1769	169	10	1925	1925	NUM
ajm-1769	169	11	-	-	SYM
ajm-1769	169	12	1927	1927	NUM
ajm-1769	169	13	.	.	PUNCT
ajm-1769	170	1	ginsburg	ginsburg	PROPN
ajm-1769	170	2	,	,	PUNCT
ajm-1769	170	3	g.	g.	PROPN
ajm-1769	170	4	s.	s.	PROPN
ajm-1769	170	5	,	,	PUNCT
ajm-1769	170	6	&	&	CCONJ
ajm-1769	170	7	willard	willard	PROPN
ajm-1769	170	8	,	,	PUNCT
ajm-1769	170	9	h.	h.	PROPN
ajm-1769	170	10	f.	f.	PROPN
ajm-1769	170	11	(	(	PUNCT
ajm-1769	170	12	2009	2009	NUM
ajm-1769	170	13	)	)	PUNCT
ajm-1769	170	14	.	.	PUNCT
ajm-1769	171	1	genomic	genomic	NOUN
ajm-1769	171	2	and	and	CCONJ
ajm-1769	171	3	personalized	personalized	ADJ
ajm-1769	171	4	medicine	medicine	NOUN
ajm-1769	171	5	:	:	PUNCT
ajm-1769	171	6	foundations	foundation	NOUN
ajm-1769	171	7	and	and	CCONJ
ajm-1769	171	8	applications	application	NOUN
ajm-1769	171	9	.	.	PUNCT
ajm-1769	172	1	translational	translational	ADJ
ajm-1769	172	2	research	research	NOUN
ajm-1769	172	3	,	,	PUNCT
ajm-1769	172	4	154(6	154(6	NUM
ajm-1769	172	5	)	)	PUNCT
ajm-1769	172	6	,	,	PUNCT
ajm-1769	172	7	277	277	NUM
ajm-1769	172	8	-	-	SYM
ajm-1769	172	9	287	287	NUM
ajm-1769	172	10	.	.	PUNCT
ajm-1769	173	1	inmon	inmon	PROPN
ajm-1769	173	2	,	,	PUNCT
ajm-1769	173	3	b.	b.	PROPN
ajm-1769	173	4	(	(	PUNCT
ajm-1769	173	5	2007	2007	NUM
ajm-1769	173	6	)	)	PUNCT
ajm-1769	173	7	.	.	PUNCT
ajm-1769	174	1	data	datum	NOUN
ajm-1769	174	2	warehousing	warehousing	NOUN
ajm-1769	174	3	in	in	ADP
ajm-1769	174	4	a	a	DET
ajm-1769	174	5	healthcare	healthcare	NOUN
ajm-1769	174	6	environment	environment	NOUN
ajm-1769	174	7	.	.	PUNCT
ajm-1769	175	1	the	the	DET
ajm-1769	175	2	data	data	PROPN
ajm-1769	175	3	administration	administration	PROPN
ajm-1769	175	4	newslettertdan.com	newslettertdan.com	X
ajm-1769	175	5	.	.	PUNCT
ajm-1769	176	1	jakka	jakka	PROPN
ajm-1769	176	2	,	,	PUNCT
ajm-1769	176	3	s.	s.	PROPN
ajm-1769	176	4	,	,	PUNCT
ajm-1769	176	5	&	&	CCONJ
ajm-1769	176	6	rossbach	rossbach	PROPN
ajm-1769	176	7	,	,	PUNCT
ajm-1769	176	8	m.	m.	NOUN
ajm-1769	176	9	(	(	PUNCT
ajm-1769	176	10	2013	2013	NUM
ajm-1769	176	11	)	)	PUNCT
ajm-1769	176	12	.	.	PUNCT
ajm-1769	177	1	an	an	DET
ajm-1769	177	2	economic	economic	ADJ
ajm-1769	177	3	perspective	perspective	NOUN
ajm-1769	177	4	on	on	ADP
ajm-1769	177	5	personalized	personalized	ADJ
ajm-1769	177	6	medicine	medicine	NOUN
ajm-1769	177	7	.	.	PUNCT
ajm-1769	178	1	the	the	DET
ajm-1769	178	2	hugo	hugo	PROPN
ajm-1769	178	3	journal	journal	PROPN
ajm-1769	178	4	,	,	PUNCT
ajm-1769	178	5	7(1	7(1	NUM
ajm-1769	178	6	)	)	PUNCT
ajm-1769	178	7	,	,	PUNCT
ajm-1769	178	8	1	1	NUM
ajm-1769	178	9	-	-	SYM
ajm-1769	178	10	6	6	NUM
ajm-1769	178	11	.	.	PUNCT
ajm-1769	178	12	johnson	johnson	PROPN
ajm-1769	178	13	,	,	PUNCT
ajm-1769	178	14	a.	a.	PROPN
ajm-1769	178	15	(	(	PUNCT
ajm-1769	178	16	2016	2016	NUM
ajm-1769	178	17	)	)	PUNCT
ajm-1769	178	18	.	.	PUNCT
ajm-1769	179	1	an	an	DET
ajm-1769	179	2	impediment	impediment	NOUN
ajm-1769	179	3	to	to	ADP
ajm-1769	179	4	personalized	personalized	ADJ
ajm-1769	179	5	medicine	medicine	NOUN
ajm-1769	179	6	commercialization	commercialization	NOUN
ajm-1769	179	7	is	be	AUX
ajm-1769	179	8	the	the	DET
ajm-1769	179	9	lack	lack	NOUN
ajm-1769	179	10	of	of	ADP
ajm-1769	179	11	understanding	understanding	NOUN
ajm-1769	179	12	of	of	ADP
ajm-1769	179	13	the	the	DET
ajm-1769	179	14	value	value	NOUN
ajm-1769	179	15	of	of	ADP
ajm-1769	179	16	the	the	DET
ajm-1769	179	17	testing	testing	NOUN
ajm-1769	179	18	.	.	PUNCT
ajm-1769	180	1	journal	journal	PROPN
ajm-1769	180	2	of	of	ADP
ajm-1769	180	3	commercial	commercial	ADJ
ajm-1769	180	4	biotechnology	biotechnology	NOUN
ajm-1769	180	5	,	,	PUNCT
ajm-1769	180	6	22(1	22(1	NUM
ajm-1769	180	7	)	)	PUNCT
ajm-1769	180	8	.	.	PUNCT
ajm-1769	181	1	josko	josko	PROPN
ajm-1769	181	2	,	,	PUNCT
ajm-1769	181	3	d.	d.	PROPN
ajm-1769	181	4	(	(	PUNCT
ajm-1769	181	5	2014	2014	NUM
ajm-1769	181	6	)	)	PUNCT
ajm-1769	181	7	.	.	PUNCT
ajm-1769	182	1	personalized	personalize	VERB
ajm-1769	182	2	medicine	medicine	NOUN
ajm-1769	182	3	and	and	CCONJ
ajm-1769	182	4	ethics	ethic	NOUN
ajm-1769	182	5	.	.	PUNCT
ajm-1769	183	1	clinical	clinical	ADJ
ajm-1769	183	2	laboratory	laboratory	NOUN
ajm-1769	183	3	science	science	NOUN
ajm-1769	183	4	,	,	PUNCT
ajm-1769	183	5	27(3	27(3	NUM
ajm-1769	183	6	)	)	PUNCT
ajm-1769	183	7	,	,	PUNCT
ajm-1769	183	8	185	185	NUM
ajm-1769	183	9	-	-	SYM
ajm-1769	183	10	190	190	NUM
ajm-1769	183	11	.	.	PUNCT
ajm-1769	184	1	kaur	kaur	PROPN
ajm-1769	184	2	,	,	PUNCT
ajm-1769	184	3	h.	h.	PROPN
ajm-1769	184	4	,	,	PUNCT
ajm-1769	184	5	&	&	CCONJ
ajm-1769	184	6	wasan	wasan	PROPN
ajm-1769	184	7	,	,	PUNCT
ajm-1769	184	8	s.	s.	PROPN
ajm-1769	184	9	k.	k.	PROPN
ajm-1769	184	10	(	(	PUNCT
ajm-1769	184	11	2006	2006	NUM
ajm-1769	184	12	)	)	PUNCT
ajm-1769	184	13	.	.	PUNCT
ajm-1769	185	1	empirical	empirical	ADJ
ajm-1769	185	2	study	study	NOUN
ajm-1769	185	3	on	on	ADP
ajm-1769	185	4	applications	application	NOUN
ajm-1769	185	5	of	of	ADP
ajm-1769	185	6	data	datum	NOUN
ajm-1769	185	7	mining	mining	NOUN
ajm-1769	185	8	techniques	technique	NOUN
ajm-1769	185	9	in	in	ADP
ajm-1769	185	10	healthcare	healthcare	PROPN
ajm-1769	185	11	.	.	PUNCT
ajm-1769	186	1	journal	journal	PROPN
ajm-1769	186	2	of	of	ADP
ajm-1769	186	3	computer	computer	NOUN
ajm-1769	186	4	science	science	NOUN
ajm-1769	186	5	,	,	PUNCT
ajm-1769	186	6	2(2	2(2	NUM
ajm-1769	186	7	)	)	PUNCT
ajm-1769	186	8	,	,	PUNCT
ajm-1769	186	9	194	194	NUM
ajm-1769	186	10	-	-	SYM
ajm-1769	186	11	200	200	NUM
ajm-1769	186	12	.	.	PUNCT
ajm-1769	187	1	mathias	mathias	PROPN
ajm-1769	187	2	,	,	PUNCT
ajm-1769	187	3	b.	b.	PROPN
ajm-1769	187	4	,	,	PUNCT
ajm-1769	187	5	lipori	lipori	X
ajm-1769	187	6	,	,	PUNCT
ajm-1769	187	7	g.	g.	PROPN
ajm-1769	187	8	,	,	PUNCT
ajm-1769	187	9	moldawer	moldawer	NOUN
ajm-1769	187	10	,	,	PUNCT
ajm-1769	187	11	l.	l.	PROPN
ajm-1769	187	12	l.	l.	PROPN
ajm-1769	187	13	,	,	PUNCT
ajm-1769	187	14	&	&	CCONJ
ajm-1769	187	15	efron	efron	PROPN
ajm-1769	187	16	,	,	PUNCT
ajm-1769	187	17	p.	p.	NOUN
ajm-1769	187	18	a.	a.	NOUN
ajm-1769	187	19	(	(	PUNCT
ajm-1769	187	20	2016	2016	NUM
ajm-1769	187	21	)	)	PUNCT
ajm-1769	187	22	.	.	PUNCT
ajm-1769	188	1	integrating	integrate	VERB
ajm-1769	188	2	�	�	PROPN
ajm-1769	188	3	big	big	ADJ
ajm-1769	188	4	data	data	PROPN
ajm-1769	188	5	�	�	PROPN
ajm-1769	188	6	into	into	ADP
ajm-1769	188	7	surgical	surgical	ADJ
ajm-1769	188	8	practice	practice	NOUN
ajm-1769	188	9	.	.	PUNCT
ajm-1769	189	1	surgery	surgery	NOUN
ajm-1769	189	2	,	,	PUNCT
ajm-1769	189	3	159(2	159(2	NUM
ajm-1769	189	4	)	)	PUNCT
ajm-1769	189	5	,	,	PUNCT
ajm-1769	189	6	371	371	NUM
ajm-1769	189	7	-	-	SYM
ajm-1769	189	8	374	374	NUM
ajm-1769	189	9	.	.	PUNCT
ajm-1769	190	1	mullins	mullins	PROPN
ajm-1769	190	2	,	,	PUNCT
ajm-1769	190	3	i.	i.	PROPN
ajm-1769	190	4	m.	m.	PROPN
ajm-1769	190	5	,	,	PUNCT
ajm-1769	190	6	siadaty	siadaty	NOUN
ajm-1769	190	7	,	,	PUNCT
ajm-1769	190	8	m.	m.	NOUN
ajm-1769	190	9	s.	s.	PROPN
ajm-1769	190	10	,	,	PUNCT
ajm-1769	190	11	lyman	lyman	PROPN
ajm-1769	190	12	,	,	PUNCT
ajm-1769	190	13	j.	j.	PROPN
ajm-1769	190	14	,	,	PUNCT
ajm-1769	190	15	scully	scully	ADV
ajm-1769	190	16	,	,	PUNCT
ajm-1769	190	17	k.	k.	PROPN
ajm-1769	190	18	,	,	PUNCT
ajm-1769	190	19	garrett	garrett	PROPN
ajm-1769	190	20	,	,	PUNCT
ajm-1769	190	21	c.	c.	PROPN
ajm-1769	190	22	t.	t.	PROPN
ajm-1769	190	23	,	,	PUNCT
ajm-1769	190	24	miller	miller	PROPN
ajm-1769	190	25	,	,	PUNCT
ajm-1769	190	26	w.	w.	PROPN
ajm-1769	190	27	g.	g.	PROPN
ajm-1769	190	28	,	,	PUNCT
ajm-1769	190	29	.	.	PUNCT
ajm-1769	190	30	.	.	PUNCT
ajm-1769	190	31	.	.	PUNCT
ajm-1769	191	1	weiss	weiss	PROPN
ajm-1769	191	2	,	,	PUNCT
ajm-1769	191	3	s.	s.	PROPN
ajm-1769	191	4	(	(	PUNCT
ajm-1769	191	5	2006	2006	NUM
ajm-1769	191	6	)	)	PUNCT
ajm-1769	191	7	.	.	PUNCT
ajm-1769	192	1	data	datum	NOUN
ajm-1769	192	2	mining	mining	NOUN
ajm-1769	192	3	and	and	CCONJ
ajm-1769	192	4	clinical	clinical	ADJ
ajm-1769	192	5	data	datum	NOUN
ajm-1769	192	6	repositories	repository	NOUN
ajm-1769	192	7	:	:	PUNCT
ajm-1769	192	8	insights	insight	NOUN
ajm-1769	192	9	from	from	ADP
ajm-1769	192	10	a	a	DET
ajm-1769	192	11	667,000	667,000	NUM
ajm-1769	192	12	patient	patient	ADJ
ajm-1769	192	13	data	datum	NOUN
ajm-1769	192	14	set	set	VERB
ajm-1769	192	15	.	.	PUNCT
ajm-1769	193	1	computers	computer	NOUN
ajm-1769	193	2	in	in	ADP
ajm-1769	193	3	biology	biology	NOUN
ajm-1769	193	4	and	and	CCONJ
ajm-1769	193	5	medicine	medicine	NOUN
ajm-1769	193	6	,	,	PUNCT
ajm-1769	193	7	36(12	36(12	NUM
ajm-1769	193	8	)	)	PUNCT
ajm-1769	193	9	,	,	PUNCT
ajm-1769	193	10	1351	1351	NUM
ajm-1769	193	11	-	-	SYM
ajm-1769	193	12	1377	1377	NUM
ajm-1769	193	13	.	.	PUNCT
ajm-1769	194	1	18	18	NUM
ajm-1769	194	2	american	american	ADJ
ajm-1769	194	3	journal	journal	PROPN
ajm-1769	194	4	of	of	ADP
ajm-1769	194	5	management	management	NOUN
ajm-1769	194	6	vol	vol	NOUN
ajm-1769	194	7	.	.	PUNCT
ajm-1769	195	1	17(1	17(1	NUM
ajm-1769	195	2	)	)	PUNCT
ajm-1769	195	3	2017	2017	NUM
ajm-1769	195	4	najafzadeh	najafzadeh	ADJ
ajm-1769	195	5	,	,	PUNCT
ajm-1769	195	6	m.	m.	NOUN
ajm-1769	195	7	,	,	PUNCT
ajm-1769	195	8	davis	davis	PROPN
ajm-1769	195	9	,	,	PUNCT
ajm-1769	195	10	j.	j.	PROPN
ajm-1769	195	11	c.	c.	PROPN
ajm-1769	195	12	,	,	PUNCT
ajm-1769	195	13	joshi	joshi	PROPN
ajm-1769	195	14	,	,	PUNCT
ajm-1769	195	15	p.	p.	PROPN
ajm-1769	195	16	,	,	PUNCT
ajm-1769	195	17	&	&	CCONJ
ajm-1769	195	18	marra	marra	PROPN
ajm-1769	195	19	,	,	PUNCT
ajm-1769	195	20	c.	c.	PROPN
ajm-1769	195	21	(	(	PUNCT
ajm-1769	195	22	2013	2013	NUM
ajm-1769	195	23	)	)	PUNCT
ajm-1769	195	24	.	.	PUNCT
ajm-1769	196	1	barriers	barrier	NOUN
ajm-1769	196	2	for	for	ADP
ajm-1769	196	3	integrating	integrate	VERB
ajm-1769	196	4	personalized	personalized	ADJ
ajm-1769	196	5	medicine	medicine	NOUN
ajm-1769	196	6	into	into	ADP
ajm-1769	196	7	clinical	clinical	ADJ
ajm-1769	196	8	practice	practice	NOUN
ajm-1769	196	9	:	:	PUNCT
ajm-1769	196	10	a	a	DET
ajm-1769	196	11	qualitative	qualitative	ADJ
ajm-1769	196	12	analysis	analysis	NOUN
ajm-1769	196	13	.	.	PUNCT
ajm-1769	197	1	american	american	ADJ
ajm-1769	197	2	journal	journal	PROPN
ajm-1769	197	3	of	of	ADP
ajm-1769	197	4	medical	medical	ADJ
ajm-1769	197	5	genetics	genetic	NOUN
ajm-1769	197	6	part	part	NOUN
ajm-1769	197	7	a	a	PRON
ajm-1769	197	8	,	,	PUNCT
ajm-1769	197	9	161(4	161(4	NUM
ajm-1769	197	10	)	)	PUNCT
ajm-1769	197	11	,	,	PUNCT
ajm-1769	197	12	758	758	NUM
ajm-1769	197	13	-	-	SYM
ajm-1769	197	14	763	763	NUM
ajm-1769	197	15	.	.	PUNCT
ajm-1769	198	1	doi	doi	NOUN
ajm-1769	198	2	:	:	PUNCT
ajm-1769	198	3	10.1002	10.1002	NUM
ajm-1769	198	4	/	/	SYM
ajm-1769	198	5	ajmg.a.35811	ajmg.a.35811	NOUN
ajm-1769	198	6	offit	offit	NOUN
ajm-1769	198	7	,	,	PUNCT
ajm-1769	198	8	k.	k.	PROPN
ajm-1769	198	9	(	(	PUNCT
ajm-1769	198	10	2011	2011	NUM
ajm-1769	198	11	)	)	PUNCT
ajm-1769	198	12	.	.	PUNCT
ajm-1769	199	1	personalized	personalized	ADJ
ajm-1769	199	2	medicine	medicine	NOUN
ajm-1769	199	3	:	:	PUNCT
ajm-1769	199	4	new	new	ADJ
ajm-1769	199	5	genomics	genomic	NOUN
ajm-1769	199	6	,	,	PUNCT
ajm-1769	199	7	old	old	ADJ
ajm-1769	199	8	lessons	lesson	NOUN
ajm-1769	199	9	.	.	PUNCT
ajm-1769	200	1	human	human	ADJ
ajm-1769	200	2	genetics	genetic	NOUN
ajm-1769	200	3	,	,	PUNCT
ajm-1769	200	4	130(1	130(1	NUM
ajm-1769	200	5	)	)	PUNCT
ajm-1769	200	6	,	,	PUNCT
ajm-1769	200	7	3	3	NUM
ajm-1769	200	8	-	-	SYM
ajm-1769	200	9	14	14	NUM
ajm-1769	200	10	.	.	PUNCT
ajm-1769	201	1	doi	doi	NOUN
ajm-1769	201	2	:	:	PUNCT
ajm-1769	201	3	10.1007	10.1007	NUM
ajm-1769	201	4	/	/	SYM
ajm-1769	201	5	s00439	s00439	NOUN
ajm-1769	201	6	-	-	PUNCT
ajm-1769	201	7	011	011	NUM
ajm-1769	201	8	-	-	PUNCT
ajm-1769	201	9	1028	1028	NUM
ajm-1769	201	10	-	-	SYM
ajm-1769	201	11	3	3	NUM
ajm-1769	201	12	pedersen	pedersen	NOUN
ajm-1769	201	13	,	,	PUNCT
ajm-1769	201	14	t.	t.	PROPN
ajm-1769	201	15	b.	b.	PROPN
ajm-1769	201	16	,	,	PUNCT
ajm-1769	201	17	&	&	CCONJ
ajm-1769	201	18	jensen	jensen	PROPN
ajm-1769	201	19	,	,	PUNCT
ajm-1769	201	20	c.	c.	PROPN
ajm-1769	201	21	s.	s.	PROPN
ajm-1769	201	22	(	(	PUNCT
ajm-1769	201	23	1998	1998	NUM
ajm-1769	201	24	)	)	PUNCT
ajm-1769	201	25	.	.	PUNCT
ajm-1769	202	1	clinical	clinical	ADJ
ajm-1769	202	2	data	datum	NOUN
ajm-1769	202	3	warehousing	warehousing	NOUN
ajm-1769	202	4	-	-	PUNCT
ajm-1769	202	5	a	a	DET
ajm-1769	202	6	survey	survey	NOUN
ajm-1769	202	7	.	.	PUNCT
ajm-1769	203	1	paper	paper	NOUN
ajm-1769	203	2	presented	present	VERB
ajm-1769	203	3	at	at	ADP
ajm-1769	203	4	the	the	DET
ajm-1769	203	5	mediterannean	mediterannean	PROPN
ajm-1769	203	6	conference	conference	NOUN
ajm-1769	203	7	on	on	ADP
ajm-1769	203	8	medical	medical	ADJ
ajm-1769	203	9	and	and	CCONJ
ajm-1769	203	10	biological	biological	ADJ
ajm-1769	203	11	engineering	engineering	NOUN
ajm-1769	203	12	and	and	CCONJ
ajm-1769	203	13	computing	computing	NOUN
ajm-1769	203	14	.	.	PUNCT
ajm-1769	204	1	personalized	personalize	VERB
ajm-1769	204	2	medicine	medicine	NOUN
ajm-1769	204	3	,	,	PUNCT
ajm-1769	204	4	c.	c.	NOUN
ajm-1769	204	5	(	(	PUNCT
ajm-1769	204	6	2014	2014	NUM
ajm-1769	204	7	)	)	PUNCT
ajm-1769	204	8	.	.	PUNCT
ajm-1769	205	1	the	the	DET
ajm-1769	205	2	case	case	NOUN
ajm-1769	205	3	for	for	ADP
ajm-1769	205	4	personalized	personalized	ADJ
ajm-1769	205	5	medicine	medicine	NOUN
ajm-1769	205	6	(	(	PUNCT
ajm-1769	205	7	vol	vol	NOUN
ajm-1769	205	8	.	.	NOUN
ajm-1769	205	9	4	4	NUM
ajm-1769	205	10	)	)	PUNCT
ajm-1769	205	11	.	.	PUNCT
ajm-1769	206	1	pogorelc	pogorelc	PROPN
ajm-1769	206	2	,	,	PUNCT
ajm-1769	206	3	d.	d.	PROPN
ajm-1769	206	4	(	(	PUNCT
ajm-1769	206	5	2013	2013	NUM
ajm-1769	206	6	)	)	PUNCT
ajm-1769	206	7	.	.	PUNCT
ajm-1769	207	1	the	the	DET
ajm-1769	207	2	body	body	NOUN
ajm-1769	207	3	in	in	ADP
ajm-1769	207	4	bytes	byte	NOUN
ajm-1769	207	5	:	:	PUNCT
ajm-1769	207	6	medical	medical	ADJ
ajm-1769	207	7	images	image	NOUN
ajm-1769	207	8	as	as	ADP
ajm-1769	207	9	a	a	DET
ajm-1769	207	10	source	source	NOUN
ajm-1769	207	11	of	of	ADP
ajm-1769	207	12	healthcare	healthcare	PROPN
ajm-1769	207	13	big	big	ADJ
ajm-1769	207	14	data	datum	NOUN
ajm-1769	207	15	(	(	PUNCT
ajm-1769	207	16	infographic	infographic	ADJ
ajm-1769	207	17	)	)	PUNCT
ajm-1769	207	18	,	,	PUNCT
ajm-1769	207	19	medcity	medcity	NOUN
ajm-1769	207	20	news	news	NOUN
ajm-1769	207	21	.	.	PUNCT
ajm-1769	208	1	retrieved	retrieve	VERB
ajm-1769	208	2	from	from	ADP
ajm-1769	208	3	http://medcitynews.com/2013/03/the-body-in-bytes-medicalimages-as-a-source-of-healthcare-big-data-infographic/	http://medcitynews.com/2013/03/the-body-in-bytes-medicalimages-as-a-source-of-healthcare-big-data-infographic/	PROPN
ajm-1769	208	4	raghavan	raghavan	PROPN
ajm-1769	208	5	,	,	PUNCT
ajm-1769	208	6	s.	s.	PROPN
ajm-1769	208	7	,	,	PUNCT
ajm-1769	208	8	&	&	CCONJ
ajm-1769	208	9	vassy	vassy	PROPN
ajm-1769	208	10	,	,	PUNCT
ajm-1769	208	11	j.	j.	PROPN
ajm-1769	208	12	l.	l.	PROPN
ajm-1769	208	13	(	(	PUNCT
ajm-1769	208	14	2014	2014	NUM
ajm-1769	208	15	)	)	PUNCT
ajm-1769	208	16	.	.	PUNCT
ajm-1769	209	1	do	do	AUX
ajm-1769	209	2	physicians	physician	NOUN
ajm-1769	209	3	think	think	VERB
ajm-1769	209	4	genomic	genomic	ADJ
ajm-1769	209	5	medicine	medicine	NOUN
ajm-1769	209	6	will	will	AUX
ajm-1769	209	7	be	be	AUX
ajm-1769	209	8	useful	useful	ADJ
ajm-1769	209	9	for	for	ADP
ajm-1769	209	10	patient	patient	ADJ
ajm-1769	209	11	care	care	NOUN
ajm-1769	209	12	?	?	PUNCT
ajm-1769	210	1	personalized	personalized	ADJ
ajm-1769	210	2	medicine	medicine	NOUN
ajm-1769	210	3	,	,	PUNCT
ajm-1769	210	4	11(4	11(4	NUM
ajm-1769	210	5	)	)	PUNCT
ajm-1769	210	6	,	,	PUNCT
ajm-1769	210	7	425	425	NUM
ajm-1769	210	8	-	-	SYM
ajm-1769	210	9	433	433	NUM
ajm-1769	210	10	.	.	PUNCT
ajm-1769	211	1	rhoads	rhoads	PROPN
ajm-1769	211	2	,	,	PUNCT
ajm-1769	211	3	j.	j.	PROPN
ajm-1769	211	4	,	,	PUNCT
ajm-1769	211	5	&	&	CCONJ
ajm-1769	211	6	ferrara	ferrara	PROPN
ajm-1769	211	7	,	,	PUNCT
ajm-1769	211	8	l.	l.	PROPN
ajm-1769	211	9	(	(	PUNCT
ajm-1769	211	10	2012	2012	NUM
ajm-1769	211	11	)	)	PUNCT
ajm-1769	211	12	.	.	PUNCT
ajm-1769	212	1	[	[	X
ajm-1769	212	2	transforming	transform	VERB
ajm-1769	212	3	healthcare	healthcare	NOUN
ajm-1769	212	4	through	through	ADP
ajm-1769	212	5	better	well	ADJ
ajm-1769	212	6	use	use	NOUN
ajm-1769	212	7	of	of	ADP
ajm-1769	212	8	data	datum	NOUN
ajm-1769	212	9	:	:	PUNCT
ajm-1769	212	10	global	global	PROPN
ajm-1769	212	11	institute	institute	NOUN
ajm-1769	212	12	of	of	ADP
ajm-1769	212	13	emerging	emerge	VERB
ajm-1769	212	14	healthcare	healthcare	NOUN
ajm-1769	212	15	practices	practice	NOUN
ajm-1769	212	16	]	]	PUNCT
ajm-1769	212	17	.	.	PUNCT
ajm-1769	212	18	web	web	NOUN
ajm-1769	212	19	page	page	NOUN
ajm-1769	212	20	.	.	PUNCT
ajm-1769	213	1	sackman	sackman	PROPN
ajm-1769	213	2	,	,	PUNCT
ajm-1769	213	3	j.	j.	PROPN
ajm-1769	213	4	e.	e.	PROPN
ajm-1769	213	5	,	,	PUNCT
ajm-1769	213	6	&	&	CCONJ
ajm-1769	213	7	kuchenreuther	kuchenreuther	PROPN
ajm-1769	213	8	,	,	PUNCT
ajm-1769	213	9	m.	m.	NOUN
ajm-1769	213	10	(	(	PUNCT
ajm-1769	213	11	2014	2014	NUM
ajm-1769	213	12	)	)	PUNCT
ajm-1769	213	13	.	.	PUNCT
ajm-1769	214	1	marrying	marry	VERB
ajm-1769	214	2	big	big	ADJ
ajm-1769	214	3	data	datum	NOUN
ajm-1769	214	4	with	with	ADP
ajm-1769	214	5	personalized	personalized	ADJ
ajm-1769	214	6	medicine	medicine	NOUN
ajm-1769	214	7	.	.	PUNCT
ajm-1769	215	1	biopharm	biopharm	PROPN
ajm-1769	215	2	international	international	PROPN
ajm-1769	215	3	,	,	PUNCT
ajm-1769	215	4	27(8	27(8	NUM
ajm-1769	215	5	)	)	PUNCT
ajm-1769	215	6	,	,	PUNCT
ajm-1769	215	7	36	36	NUM
ajm-1769	215	8	-	-	SYM
ajm-1769	215	9	38	38	NUM
ajm-1769	215	10	.	.	PUNCT
ajm-1769	216	1	schera	schera	NOUN
ajm-1769	216	2	,	,	PUNCT
ajm-1769	216	3	f.	f.	PROPN
ajm-1769	216	4	,	,	PUNCT
ajm-1769	216	5	weiler	weiler	PROPN
ajm-1769	216	6	,	,	PUNCT
ajm-1769	216	7	g.	g.	PROPN
ajm-1769	216	8	,	,	PUNCT
ajm-1769	216	9	neri	neri	PROPN
ajm-1769	216	10	,	,	PUNCT
ajm-1769	216	11	e.	e.	PROPN
ajm-1769	216	12	,	,	PUNCT
ajm-1769	216	13	kiefer	kiefer	PROPN
ajm-1769	216	14	,	,	PUNCT
ajm-1769	216	15	s.	s.	PROPN
ajm-1769	216	16	,	,	PUNCT
ajm-1769	216	17	&	&	CCONJ
ajm-1769	216	18	graf	graf	PROPN
ajm-1769	216	19	,	,	PUNCT
ajm-1769	216	20	n.	n.	NOUN
ajm-1769	216	21	(	(	PUNCT
ajm-1769	216	22	2014	2014	NUM
ajm-1769	216	23	)	)	PUNCT
ajm-1769	216	24	.	.	PUNCT
ajm-1769	217	1	the	the	DET
ajm-1769	217	2	p	p	PROPN
ajm-1769	217	3	-	-	PUNCT
ajm-1769	217	4	medicine	medicine	NOUN
ajm-1769	217	5	portal	portal	NOUN
ajm-1769	217	6	--	--	PUNCT
ajm-1769	217	7	a	a	DET
ajm-1769	217	8	collaboration	collaboration	NOUN
ajm-1769	217	9	platform	platform	NOUN
ajm-1769	217	10	for	for	ADP
ajm-1769	217	11	research	research	NOUN
ajm-1769	217	12	in	in	ADP
ajm-1769	217	13	personalised	personalised	ADJ
ajm-1769	217	14	medicine	medicine	NOUN
ajm-1769	217	15	.	.	PUNCT
ajm-1769	218	1	ecancermedicalscience	ecancermedicalscience	NOUN
ajm-1769	218	2	,	,	PUNCT
ajm-1769	218	3	8(381	8(381	NUM
ajm-1769	218	4	-	-	SYM
ajm-1769	218	5	412	412	NUM
ajm-1769	218	6	)	)	PUNCT
ajm-1769	218	7	,	,	PUNCT
ajm-1769	218	8	1	1	NUM
ajm-1769	218	9	-	-	SYM
ajm-1769	218	10	18	18	NUM
ajm-1769	218	11	.	.	PUNCT
ajm-1769	219	1	doi	doi	NOUN
ajm-1769	219	2	:	:	PUNCT
ajm-1769	219	3	10.3332	10.3332	NUM
ajm-1769	219	4	/	/	SYM
ajm-1769	219	5	ecancer.2014.398	ecancer.2014.398	PROPN
ajm-1769	219	6	selkirk	selkirk	NOUN
ajm-1769	219	7	,	,	PUNCT
ajm-1769	219	8	c.	c.	PROPN
ajm-1769	219	9	g.	g.	PROPN
ajm-1769	219	10	,	,	PUNCT
ajm-1769	219	11	weissman	weissman	PROPN
ajm-1769	219	12	,	,	PUNCT
ajm-1769	219	13	s.	s.	PROPN
ajm-1769	219	14	m.	m.	PROPN
ajm-1769	219	15	,	,	PUNCT
ajm-1769	219	16	anderson	anderson	PROPN
ajm-1769	219	17	,	,	PUNCT
ajm-1769	219	18	a.	a.	PROPN
ajm-1769	219	19	,	,	PUNCT
ajm-1769	219	20	&	&	CCONJ
ajm-1769	219	21	hulick	hulick	VERB
ajm-1769	219	22	,	,	PUNCT
ajm-1769	219	23	p.	p.	PROPN
ajm-1769	219	24	j.	j.	PROPN
ajm-1769	219	25	(	(	PUNCT
ajm-1769	219	26	2013	2013	NUM
ajm-1769	219	27	)	)	PUNCT
ajm-1769	219	28	.	.	PUNCT
ajm-1769	220	1	physicians	physician	NOUN
ajm-1769	220	2	'	'	PART
ajm-1769	220	3	preparedness	preparedness	NOUN
ajm-1769	220	4	for	for	ADP
ajm-1769	220	5	integration	integration	NOUN
ajm-1769	220	6	of	of	ADP
ajm-1769	220	7	genomic	genomic	NOUN
ajm-1769	220	8	and	and	CCONJ
ajm-1769	220	9	pharmacogenetic	pharmacogenetic	ADJ
ajm-1769	220	10	testing	testing	NOUN
ajm-1769	220	11	into	into	ADP
ajm-1769	220	12	practice	practice	NOUN
ajm-1769	220	13	within	within	ADP
ajm-1769	220	14	a	a	DET
ajm-1769	220	15	major	major	ADJ
ajm-1769	220	16	healthcare	healthcare	NOUN
ajm-1769	220	17	system	system	NOUN
ajm-1769	220	18	.	.	PUNCT
ajm-1769	221	1	genetic	genetic	ADJ
ajm-1769	221	2	testing	testing	NOUN
ajm-1769	221	3	and	and	CCONJ
ajm-1769	221	4	molecular	molecular	ADJ
ajm-1769	221	5	biomarkers	biomarker	NOUN
ajm-1769	221	6	,	,	PUNCT
ajm-1769	221	7	17(3	17(3	NUM
ajm-1769	221	8	)	)	PUNCT
ajm-1769	221	9	,	,	PUNCT
ajm-1769	221	10	219	219	NUM
ajm-1769	221	11	-	-	SYM
ajm-1769	221	12	225	225	NUM
ajm-1769	221	13	.	.	PUNCT
ajm-1769	222	1	shoenbill	shoenbill	PROPN
ajm-1769	222	2	,	,	PUNCT
ajm-1769	222	3	k.	k.	PROPN
ajm-1769	222	4	,	,	PUNCT
ajm-1769	222	5	fost	fost	PROPN
ajm-1769	222	6	,	,	PUNCT
ajm-1769	222	7	n.	n.	NOUN
ajm-1769	222	8	,	,	PUNCT
ajm-1769	222	9	tachinardi	tachinardi	NOUN
ajm-1769	222	10	,	,	PUNCT
ajm-1769	222	11	u.	u.	PROPN
ajm-1769	222	12	,	,	PUNCT
ajm-1769	222	13	&	&	CCONJ
ajm-1769	222	14	mendonca	mendonca	PROPN
ajm-1769	222	15	,	,	PUNCT
ajm-1769	222	16	e.	e.	PROPN
ajm-1769	222	17	a.	a.	PROPN
ajm-1769	222	18	(	(	PUNCT
ajm-1769	222	19	2014	2014	NUM
ajm-1769	222	20	)	)	PUNCT
ajm-1769	222	21	.	.	PUNCT
ajm-1769	223	1	genetic	genetic	ADJ
ajm-1769	223	2	data	datum	NOUN
ajm-1769	223	3	and	and	CCONJ
ajm-1769	223	4	electronic	electronic	ADJ
ajm-1769	223	5	health	health	NOUN
ajm-1769	223	6	records	record	NOUN
ajm-1769	223	7	:	:	PUNCT
ajm-1769	223	8	a	a	DET
ajm-1769	223	9	discussion	discussion	NOUN
ajm-1769	223	10	of	of	ADP
ajm-1769	223	11	ethical	ethical	ADJ
ajm-1769	223	12	,	,	PUNCT
ajm-1769	223	13	logistical	logistical	ADJ
ajm-1769	223	14	and	and	CCONJ
ajm-1769	223	15	technological	technological	ADJ
ajm-1769	223	16	considerations	consideration	NOUN
ajm-1769	223	17	.	.	PUNCT
ajm-1769	224	1	journal	journal	NOUN
ajm-1769	224	2	of	of	ADP
ajm-1769	224	3	the	the	DET
ajm-1769	224	4	american	american	PROPN
ajm-1769	224	5	medical	medical	PROPN
ajm-1769	224	6	informatics	informatics	PROPN
ajm-1769	224	7	association	association	PROPN
ajm-1769	224	8	:	:	PUNCT
ajm-1769	224	9	jamia	jamia	PROPN
ajm-1769	224	10	,	,	PUNCT
ajm-1769	224	11	21(1	21(1	NUM
ajm-1769	224	12	)	)	PUNCT
ajm-1769	224	13	,	,	PUNCT
ajm-1769	224	14	171	171	NUM
ajm-1769	224	15	-	-	SYM
ajm-1769	224	16	180	180	NUM
ajm-1769	224	17	.	.	PUNCT
ajm-1769	225	1	doi	doi	NOUN
ajm-1769	225	2	:	:	PUNCT
ajm-1769	225	3	10.1136	10.1136	NUM
ajm-1769	225	4	/	/	SYM
ajm-1769	225	5	amiajnl-2013001694	amiajnl-2013001694	PROPN
ajm-1769	225	6	vogenberg	vogenberg	PROPN
ajm-1769	225	7	,	,	PUNCT
ajm-1769	225	8	f.	f.	PROPN
ajm-1769	225	9	r.	r.	PROPN
ajm-1769	225	10	,	,	PUNCT
ajm-1769	225	11	isaacson	isaacson	PROPN
ajm-1769	225	12	barash	barash	PROPN
ajm-1769	225	13	,	,	PUNCT
ajm-1769	225	14	c.	c.	PROPN
ajm-1769	225	15	,	,	PUNCT
ajm-1769	225	16	&	&	CCONJ
ajm-1769	225	17	pursel	pursel	NOUN
ajm-1769	225	18	,	,	PUNCT
ajm-1769	225	19	m.	m.	NOUN
ajm-1769	225	20	(	(	PUNCT
ajm-1769	225	21	2010	2010	NUM
ajm-1769	225	22	)	)	PUNCT
ajm-1769	225	23	.	.	PUNCT
ajm-1769	226	1	personalized	personalized	ADJ
ajm-1769	226	2	medicine	medicine	NOUN
ajm-1769	226	3	:	:	PUNCT
ajm-1769	226	4	part	part	NOUN
ajm-1769	226	5	1	1	NUM
ajm-1769	226	6	:	:	PUNCT
ajm-1769	226	7	evolution	evolution	NOUN
ajm-1769	226	8	and	and	CCONJ
ajm-1769	226	9	development	development	NOUN
ajm-1769	226	10	into	into	ADP
ajm-1769	226	11	theranostics	theranostic	NOUN
ajm-1769	226	12	.	.	PUNCT
ajm-1769	227	1	p	p	PROPN
ajm-1769	227	2	&	&	CCONJ
ajm-1769	227	3	t	t	PROPN
ajm-1769	227	4	:	:	PUNCT
ajm-1769	227	5	a	a	DET
ajm-1769	227	6	peer	peer	NOUN
ajm-1769	227	7	-	-	PUNCT
ajm-1769	227	8	reviewed	review	VERB
ajm-1769	227	9	journal	journal	NOUN
ajm-1769	227	10	for	for	ADP
ajm-1769	227	11	formulary	formulary	NOUN
ajm-1769	227	12	management	management	NOUN
ajm-1769	227	13	,	,	PUNCT
ajm-1769	227	14	35(10	35(10	NUM
ajm-1769	227	15	)	)	PUNCT
ajm-1769	227	16	,	,	PUNCT
ajm-1769	227	17	560	560	NUM
ajm-1769	227	18	-	-	SYM
ajm-1769	227	19	576	576	NUM
ajm-1769	227	20	.	.	PUNCT
ajm-1769	227	21	watson	watson	PROPN
ajm-1769	227	22	,	,	PUNCT
ajm-1769	227	23	h.	h.	PROPN
ajm-1769	227	24	j.	j.	PROPN
ajm-1769	227	25	(	(	PUNCT
ajm-1769	227	26	2002	2002	NUM
ajm-1769	227	27	)	)	PUNCT
ajm-1769	227	28	.	.	PUNCT
ajm-1769	228	1	recent	recent	ADJ
ajm-1769	228	2	developments	development	NOUN
ajm-1769	228	3	in	in	ADP
ajm-1769	228	4	data	datum	NOUN
ajm-1769	228	5	warehousing	warehousing	NOUN
ajm-1769	228	6	.	.	PUNCT
ajm-1769	229	1	communications	communication	NOUN
ajm-1769	229	2	of	of	ADP
ajm-1769	229	3	the	the	DET
ajm-1769	229	4	association	association	NOUN
ajm-1769	229	5	for	for	ADP
ajm-1769	229	6	information	information	NOUN
ajm-1769	229	7	systems	system	NOUN
ajm-1769	229	8	,	,	PUNCT
ajm-1769	229	9	8(1	8(1	NOUN
ajm-1769	229	10	)	)	PUNCT
ajm-1769	229	11	,	,	PUNCT
ajm-1769	229	12	1	1	X
ajm-1769	229	13	.	.	X
ajm-1769	229	14	yoo	yoo	PROPN
ajm-1769	229	15	,	,	PUNCT
ajm-1769	229	16	i.	i.	PROPN
ajm-1769	229	17	,	,	PUNCT
ajm-1769	229	18	alafaireet	alafaireet	PROPN
ajm-1769	229	19	,	,	PUNCT
ajm-1769	229	20	p.	p.	NOUN
ajm-1769	229	21	,	,	PUNCT
ajm-1769	229	22	marinov	marinov	NOUN
ajm-1769	229	23	,	,	PUNCT
ajm-1769	229	24	m.	m.	NOUN
ajm-1769	229	25	,	,	PUNCT
ajm-1769	229	26	pena	pena	PROPN
ajm-1769	229	27	-	-	PROPN
ajm-1769	229	28	hernandez	hernandez	PROPN
ajm-1769	229	29	,	,	PUNCT
ajm-1769	229	30	k.	k.	PROPN
ajm-1769	229	31	,	,	PUNCT
ajm-1769	229	32	gopidi	gopidi	PROPN
ajm-1769	229	33	,	,	PUNCT
ajm-1769	229	34	r.	r.	PROPN
ajm-1769	229	35	,	,	PUNCT
ajm-1769	229	36	chang	chang	PROPN
ajm-1769	229	37	,	,	PUNCT
ajm-1769	229	38	j.-f	j.-f	PROPN
ajm-1769	229	39	.	.	PUNCT
ajm-1769	229	40	,	,	PUNCT
ajm-1769	229	41	&	&	CCONJ
ajm-1769	229	42	hua	hua	PROPN
ajm-1769	229	43	,	,	PUNCT
ajm-1769	229	44	l.	l.	PROPN
ajm-1769	229	45	(	(	PUNCT
ajm-1769	229	46	2012	2012	NUM
ajm-1769	229	47	)	)	PUNCT
ajm-1769	229	48	.	.	PUNCT
ajm-1769	230	1	data	datum	NOUN
ajm-1769	230	2	mining	mining	NOUN
ajm-1769	230	3	in	in	ADP
ajm-1769	230	4	healthcare	healthcare	PROPN
ajm-1769	230	5	and	and	CCONJ
ajm-1769	230	6	biomedicine	biomedicine	NOUN
ajm-1769	230	7	:	:	PUNCT
ajm-1769	230	8	a	a	DET
ajm-1769	230	9	survey	survey	NOUN
ajm-1769	230	10	of	of	ADP
ajm-1769	230	11	the	the	DET
ajm-1769	230	12	literature	literature	NOUN
ajm-1769	230	13	.	.	PUNCT
ajm-1769	231	1	journal	journal	PROPN
ajm-1769	231	2	of	of	ADP
ajm-1769	231	3	medical	medical	ADJ
ajm-1769	231	4	systems	system	NOUN
ajm-1769	231	5	,	,	PUNCT
ajm-1769	231	6	36(4	36(4	NUM
ajm-1769	231	7	)	)	PUNCT
ajm-1769	231	8	,	,	PUNCT
ajm-1769	231	9	2431	2431	NUM
ajm-1769	231	10	-	-	SYM
ajm-1769	231	11	2448	2448	NUM
ajm-1769	231	12	.	.	PUNCT