id	sid	tid	token	lemma	pos
dhrp-95	1	1	special	special	PROPN
dhrp-95	1	2	edition	edition	NOUN
dhrp-95	1	3	:	:	PUNCT
dhrp-95	1	4	junior	junior	ADJ
dhrp-95	1	5	commentary	commentary	NOUN
dhrp-95	1	6	https://doi.org/10.47488/dhrp.v3is1.95	https://doi.org/10.47488/dhrp.v3is1.95	PROPN
dhrp-95	1	7	dhr	dhr	PROPN
dhrp-95	1	8	proceedings	proceeding	NOUN
dhrp-95	1	9	ǀ	ǀ	X
dhrp-95	1	10	http://dhrproceedings.org	http://dhrproceedings.org	PROPN
dhrp-95	1	11	1	1	NUM
dhrp-95	1	12	2023	2023	NUM
dhrp-95	1	13	,	,	PUNCT
dhrp-95	1	14	vol	vol	NOUN
dhrp-95	1	15	.	.	NOUN
dhrp-95	1	16	3	3	NUM
dhrp-95	1	17	no	no	NOUN
dhrp-95	1	18	.	.	PUNCT
dhrp-95	2	1	s1	s1	NOUN
dhrp-95	2	2	1	1	NUM
dhrp-95	2	3	-	-	PUNCT
dhrp-95	2	4	-10	-10	NUM
dhrp-95	2	5	commentary	commentary	NOUN
dhrp-95	2	6	ai	ai	NOUN
dhrp-95	2	7	-	-	PUNCT
dhrp-95	2	8	powered	power	VERB
dhrp-95	2	9	precision	precision	NOUN
dhrp-95	2	10	oncology	oncology	NOUN
dhrp-95	2	11	:	:	PUNCT
dhrp-95	2	12	computational	computational	ADJ
dhrp-95	2	13	insights	insight	NOUN
dhrp-95	2	14	redefining	redefine	VERB
dhrp-95	2	15	therapeutic	therapeutic	ADJ
dhrp-95	2	16	landscapes	landscape	NOUN
dhrp-95	2	17	adhira	adhira	ADP
dhrp-95	2	18	tippur1	tippur1	NOUN
dhrp-95	2	19	1mathematics	1mathematics	NUM
dhrp-95	2	20	and	and	CCONJ
dhrp-95	2	21	science	science	NOUN
dhrp-95	2	22	academy	academy	NOUN
dhrp-95	2	23	at	at	ADP
dhrp-95	2	24	the	the	DET
dhrp-95	2	25	university	university	PROPN
dhrp-95	2	26	of	of	ADP
dhrp-95	2	27	texas	texas	PROPN
dhrp-95	2	28	rio	rio	PROPN
dhrp-95	2	29	grande	grande	PROPN
dhrp-95	2	30	valley	valley	PROPN
dhrp-95	2	31	,	,	PUNCT
dhrp-95	2	32	edinburg	edinburg	PROPN
dhrp-95	2	33	,	,	PUNCT
dhrp-95	2	34	tx	tx	PROPN
dhrp-95	2	35	received	receive	VERB
dhrp-95	2	36	:	:	PUNCT
dhrp-95	2	37	august	august	PROPN
dhrp-95	2	38	15	15	NUM
dhrp-95	2	39	,	,	PUNCT
dhrp-95	2	40	2023	2023	NUM
dhrp-95	2	41	accepted	accept	VERB
dhrp-95	2	42	for	for	ADP
dhrp-95	2	43	publication	publication	NOUN
dhrp-95	2	44	:	:	PUNCT
dhrp-95	2	45	october	october	PROPN
dhrp-95	2	46	25	25	NUM
dhrp-95	2	47	,	,	PUNCT
dhrp-95	2	48	2023	2023	NUM
dhrp-95	2	49	published	publish	VERB
dhrp-95	2	50	:	:	PUNCT
dhrp-95	2	51	october	october	PROPN
dhrp-95	2	52	27	27	NUM
dhrp-95	2	53	,	,	PUNCT
dhrp-95	2	54	2023	2023	NUM
dhrp-95	2	55	introduction	introduction	NOUN
dhrp-95	2	56	cancer	cancer	NOUN
dhrp-95	2	57	is	be	AUX
dhrp-95	2	58	one	one	NUM
dhrp-95	2	59	of	of	ADP
dhrp-95	2	60	the	the	DET
dhrp-95	2	61	world	world	NOUN
dhrp-95	2	62	’s	’s	PART
dhrp-95	2	63	leading	lead	VERB
dhrp-95	2	64	causes	cause	NOUN
dhrp-95	2	65	of	of	ADP
dhrp-95	2	66	deaths	death	NOUN
dhrp-95	2	67	creating	create	VERB
dhrp-95	2	68	a	a	DET
dhrp-95	2	69	worldwide	worldwide	ADJ
dhrp-95	2	70	health	health	NOUN
dhrp-95	2	71	challenge	challenge	NOUN
dhrp-95	2	72	(	(	PUNCT
dhrp-95	2	73	1	1	NUM
dhrp-95	2	74	)	)	PUNCT
dhrp-95	2	75	.	.	PUNCT
dhrp-95	3	1	the	the	DET
dhrp-95	3	2	number	number	NOUN
dhrp-95	3	3	of	of	ADP
dhrp-95	3	4	cancer	cancer	NOUN
dhrp-95	3	5	deaths	death	NOUN
dhrp-95	3	6	is	be	AUX
dhrp-95	3	7	rising	rise	VERB
dhrp-95	3	8	,	,	PUNCT
dhrp-95	3	9	presenting	present	VERB
dhrp-95	3	10	a	a	DET
dhrp-95	3	11	formidable	formidable	ADJ
dhrp-95	3	12	and	and	CCONJ
dhrp-95	3	13	concerning	concern	VERB
dhrp-95	3	14	challenge	challenge	NOUN
dhrp-95	3	15	in	in	ADP
dhrp-95	3	16	healthcare	healthcare	PROPN
dhrp-95	3	17	.	.	PUNCT
dhrp-95	4	1	cancer	cancer	NOUN
dhrp-95	4	2	involves	involve	VERB
dhrp-95	4	3	the	the	DET
dhrp-95	4	4	uncontrolled	uncontrolled	ADJ
dhrp-95	4	5	proliferation	proliferation	NOUN
dhrp-95	4	6	of	of	ADP
dhrp-95	4	7	abnormal	abnormal	ADJ
dhrp-95	4	8	cells	cell	NOUN
dhrp-95	4	9	,	,	PUNCT
dhrp-95	4	10	disrupting	disrupt	VERB
dhrp-95	4	11	the	the	DET
dhrp-95	4	12	body	body	NOUN
dhrp-95	4	13	's	's	PART
dhrp-95	4	14	normal	normal	ADJ
dhrp-95	4	15	growth	growth	NOUN
dhrp-95	4	16	regulation	regulation	NOUN
dhrp-95	4	17	.	.	PUNCT
dhrp-95	5	1	moreover	moreover	ADV
dhrp-95	5	2	,	,	PUNCT
dhrp-95	5	3	the	the	DET
dhrp-95	5	4	immune	immune	ADJ
dhrp-95	5	5	system	system	NOUN
dhrp-95	5	6	,	,	PUNCT
dhrp-95	5	7	which	which	PRON
dhrp-95	5	8	typically	typically	ADV
dhrp-95	5	9	acts	act	VERB
dhrp-95	5	10	as	as	ADP
dhrp-95	5	11	a	a	DET
dhrp-95	5	12	defense	defense	NOUN
dhrp-95	5	13	against	against	ADP
dhrp-95	5	14	such	such	ADJ
dhrp-95	5	15	abnormalities	abnormality	NOUN
dhrp-95	5	16	,	,	PUNCT
dhrp-95	5	17	may	may	AUX
dhrp-95	5	18	falter	falter	VERB
dhrp-95	5	19	,	,	PUNCT
dhrp-95	5	20	leading	lead	VERB
dhrp-95	5	21	to	to	ADP
dhrp-95	5	22	the	the	DET
dhrp-95	5	23	evasion	evasion	NOUN
dhrp-95	5	24	of	of	ADP
dhrp-95	5	25	cancerous	cancerous	ADJ
dhrp-95	5	26	cells	cell	NOUN
dhrp-95	5	27	from	from	ADP
dhrp-95	5	28	detection	detection	NOUN
dhrp-95	5	29	and	and	CCONJ
dhrp-95	5	30	elimination	elimination	NOUN
dhrp-95	5	31	(	(	PUNCT
dhrp-95	5	32	1	1	NUM
dhrp-95	5	33	)	)	PUNCT
dhrp-95	5	34	.	.	PUNCT
dhrp-95	6	1	among	among	ADP
dhrp-95	6	2	the	the	DET
dhrp-95	6	3	various	various	ADJ
dhrp-95	6	4	types	type	NOUN
dhrp-95	6	5	of	of	ADP
dhrp-95	6	6	cancer	cancer	NOUN
dhrp-95	6	7	,	,	PUNCT
dhrp-95	6	8	the	the	DET
dhrp-95	6	9	most	most	ADV
dhrp-95	6	10	frequently	frequently	ADV
dhrp-95	6	11	diagnosed	diagnose	VERB
dhrp-95	6	12	ones	one	NOUN
dhrp-95	6	13	include	include	VERB
dhrp-95	6	14	lung	lung	NOUN
dhrp-95	6	15	cancer	cancer	NOUN
dhrp-95	6	16	(	(	PUNCT
dhrp-95	6	17	accounting	account	VERB
dhrp-95	6	18	for	for	ADP
dhrp-95	6	19	12.7	12.7	NUM
dhrp-95	6	20	%	%	NOUN
dhrp-95	6	21	of	of	ADP
dhrp-95	6	22	cases	case	NOUN
dhrp-95	6	23	)	)	PUNCT
dhrp-95	6	24	,	,	PUNCT
dhrp-95	6	25	breast	breast	NOUN
dhrp-95	6	26	cancer	cancer	NOUN
dhrp-95	6	27	(	(	PUNCT
dhrp-95	6	28	10.9	10.9	NUM
dhrp-95	6	29	%	%	NOUN
dhrp-95	6	30	of	of	ADP
dhrp-95	6	31	cases	case	NOUN
dhrp-95	6	32	)	)	PUNCT
dhrp-95	6	33	,	,	PUNCT
dhrp-95	6	34	colorectal	colorectal	ADJ
dhrp-95	6	35	cancer	cancer	NOUN
dhrp-95	6	36	(	(	PUNCT
dhrp-95	6	37	9.7	9.7	NUM
dhrp-95	6	38	%	%	NOUN
dhrp-95	6	39	of	of	ADP
dhrp-95	6	40	cases	case	NOUN
dhrp-95	6	41	)	)	PUNCT
dhrp-95	6	42	,	,	PUNCT
dhrp-95	6	43	and	and	CCONJ
dhrp-95	6	44	gastric	gastric	ADJ
dhrp-95	6	45	cancer	cancer	NOUN
dhrp-95	6	46	(	(	PUNCT
dhrp-95	6	47	7.81	7.81	NUM
dhrp-95	6	48	%	%	NOUN
dhrp-95	6	49	of	of	ADP
dhrp-95	6	50	cases	case	NOUN
dhrp-95	6	51	)	)	PUNCT
dhrp-95	6	52	(	(	PUNCT
dhrp-95	6	53	2	2	NUM
dhrp-95	6	54	)	)	PUNCT
dhrp-95	6	55	.	.	PUNCT
dhrp-95	7	1	over	over	ADP
dhrp-95	7	2	the	the	DET
dhrp-95	7	3	years	year	NOUN
dhrp-95	7	4	from	from	ADP
dhrp-95	7	5	1991	1991	NUM
dhrp-95	7	6	to	to	ADP
dhrp-95	7	7	2018	2018	NUM
dhrp-95	7	8	,	,	PUNCT
dhrp-95	7	9	cancer	cancer	NOUN
dhrp-95	7	10	-	-	PUNCT
dhrp-95	7	11	related	relate	VERB
dhrp-95	7	12	mortality	mortality	NOUN
dhrp-95	7	13	has	have	AUX
dhrp-95	7	14	shown	show	VERB
dhrp-95	7	15	a	a	DET
dhrp-95	7	16	steady	steady	ADJ
dhrp-95	7	17	decline	decline	NOUN
dhrp-95	7	18	of	of	ADP
dhrp-95	7	19	31	31	NUM
dhrp-95	7	20	%	%	NOUN
dhrp-95	7	21	,	,	PUNCT
dhrp-95	7	22	primarily	primarily	ADV
dhrp-95	7	23	attributed	attribute	VERB
dhrp-95	7	24	to	to	ADP
dhrp-95	7	25	advancements	advancement	NOUN
dhrp-95	7	26	in	in	ADP
dhrp-95	7	27	early	early	ADJ
dhrp-95	7	28	detection	detection	NOUN
dhrp-95	7	29	,	,	PUNCT
dhrp-95	7	30	treatment	treatment	NOUN
dhrp-95	7	31	,	,	PUNCT
dhrp-95	7	32	and	and	CCONJ
dhrp-95	7	33	reductions	reduction	NOUN
dhrp-95	7	34	in	in	ADP
dhrp-95	7	35	smoking	smoking	NOUN
dhrp-95	7	36	(	(	PUNCT
dhrp-95	7	37	3	3	NUM
dhrp-95	7	38	)	)	PUNCT
dhrp-95	7	39	.	.	PUNCT
dhrp-95	8	1	despite	despite	SCONJ
dhrp-95	8	2	this	this	DET
dhrp-95	8	3	positive	positive	ADJ
dhrp-95	8	4	trend	trend	NOUN
dhrp-95	8	5	,	,	PUNCT
dhrp-95	8	6	cancer	cancer	NOUN
dhrp-95	8	7	continues	continue	VERB
dhrp-95	8	8	to	to	PART
dhrp-95	8	9	be	be	AUX
dhrp-95	8	10	a	a	DET
dhrp-95	8	11	significant	significant	ADJ
dhrp-95	8	12	contributor	contributor	NOUN
dhrp-95	8	13	to	to	ADP
dhrp-95	8	14	global	global	ADJ
dhrp-95	8	15	mortality	mortality	NOUN
dhrp-95	8	16	rates	rate	NOUN
dhrp-95	8	17	.	.	PUNCT
dhrp-95	9	1	anticipated	anticipate	VERB
dhrp-95	9	2	data	datum	NOUN
dhrp-95	9	3	for	for	ADP
dhrp-95	9	4	the	the	DET
dhrp-95	9	5	year	year	NOUN
dhrp-95	9	6	2023	2023	NUM
dhrp-95	9	7	reveals	reveal	VERB
dhrp-95	9	8	a	a	DET
dhrp-95	9	9	projected	project	VERB
dhrp-95	9	10	1,958,310	1,958,310	NUM
dhrp-95	9	11	new	new	ADJ
dhrp-95	9	12	cancer	cancer	NOUN
dhrp-95	9	13	cases	case	NOUN
dhrp-95	9	14	,	,	PUNCT
dhrp-95	9	15	accompanied	accompany	VERB
dhrp-95	9	16	by	by	ADP
dhrp-95	9	17	609,820	609,820	NUM
dhrp-95	9	18	cancer	cancer	NOUN
dhrp-95	9	19	-	-	PUNCT
dhrp-95	9	20	related	relate	VERB
dhrp-95	9	21	deaths	death	NOUN
dhrp-95	9	22	across	across	ADP
dhrp-95	9	23	the	the	DET
dhrp-95	9	24	united	united	PROPN
dhrp-95	9	25	states	states	PROPN
dhrp-95	9	26	(	(	PUNCT
dhrp-95	9	27	4	4	NUM
dhrp-95	9	28	)	)	PUNCT
dhrp-95	9	29	.	.	PUNCT
dhrp-95	10	1	during	during	ADP
dhrp-95	10	2	the	the	DET
dhrp-95	10	3	period	period	NOUN
dhrp-95	10	4	from	from	ADP
dhrp-95	10	5	2014	2014	NUM
dhrp-95	10	6	to	to	ADP
dhrp-95	10	7	2019	2019	NUM
dhrp-95	10	8	,	,	PUNCT
dhrp-95	10	9	prostate	prostate	NOUN
dhrp-95	10	10	cancer	cancer	NOUN
dhrp-95	10	11	experienced	experience	VERB
dhrp-95	10	12	a	a	DET
dhrp-95	10	13	concerning	concern	VERB
dhrp-95	10	14	annual	annual	ADJ
dhrp-95	10	15	increase	increase	NOUN
dhrp-95	10	16	of	of	ADP
dhrp-95	10	17	3	3	NUM
dhrp-95	10	18	%	%	NOUN
dhrp-95	10	19	in	in	ADP
dhrp-95	10	20	incidence	incidence	NOUN
dhrp-95	10	21	,	,	PUNCT
dhrp-95	10	22	leading	lead	VERB
dhrp-95	10	23	to	to	ADP
dhrp-95	10	24	the	the	DET
dhrp-95	10	25	diagnosis	diagnosis	NOUN
dhrp-95	10	26	of	of	ADP
dhrp-95	10	27	approximately	approximately	ADV
dhrp-95	10	28	99,000	99,000	NUM
dhrp-95	10	29	additional	additional	ADJ
dhrp-95	10	30	cases	case	NOUN
dhrp-95	10	31	.	.	PUNCT
dhrp-95	11	1	conversely	conversely	ADV
dhrp-95	11	2	,	,	PUNCT
dhrp-95	11	3	other	other	ADJ
dhrp-95	11	4	cancer	cancer	NOUN
dhrp-95	11	5	incidence	incidence	NOUN
dhrp-95	11	6	trends	trend	NOUN
dhrp-95	11	7	demonstrated	demonstrate	VERB
dhrp-95	11	8	a	a	DET
dhrp-95	11	9	more	more	ADV
dhrp-95	11	10	favorable	favorable	ADJ
dhrp-95	11	11	outlook	outlook	NOUN
dhrp-95	11	12	in	in	ADP
dhrp-95	11	13	men	man	NOUN
dhrp-95	11	14	when	when	SCONJ
dhrp-95	11	15	compared	compare	VERB
dhrp-95	11	16	to	to	ADP
dhrp-95	11	17	women	woman	NOUN
dhrp-95	11	18	,	,	PUNCT
dhrp-95	11	19	further	far	ADV
dhrp-95	11	20	emphasizing	emphasize	VERB
dhrp-95	11	21	the	the	DET
dhrp-95	11	22	importance	importance	NOUN
dhrp-95	11	23	of	of	ADP
dhrp-95	11	24	ongoing	ongoing	ADJ
dhrp-95	11	25	research	research	NOUN
dhrp-95	11	26	and	and	CCONJ
dhrp-95	11	27	targeted	target	VERB
dhrp-95	11	28	interventions	intervention	NOUN
dhrp-95	11	29	to	to	PART
dhrp-95	11	30	address	address	VERB
dhrp-95	11	31	these	these	DET
dhrp-95	11	32	disparities	disparity	NOUN
dhrp-95	11	33	.	.	PUNCT
dhrp-95	12	1	additionally	additionally	ADV
dhrp-95	12	2	,	,	PUNCT
dhrp-95	12	3	recent	recent	ADJ
dhrp-95	12	4	findings	finding	NOUN
dhrp-95	12	5	highlight	highlight	VERB
dhrp-95	12	6	a	a	DET
dhrp-95	12	7	concerning	concern	VERB
dhrp-95	12	8	increase	increase	NOUN
dhrp-95	12	9	in	in	ADP
dhrp-95	12	10	early	early	ADJ
dhrp-95	12	11	onset	onset	NOUN
dhrp-95	12	12	cancer	cancer	NOUN
dhrp-95	12	13	incidence	incidence	NOUN
dhrp-95	12	14	among	among	ADP
dhrp-95	12	15	younger	young	ADJ
dhrp-95	12	16	individuals	individual	NOUN
dhrp-95	12	17	,	,	PUNCT
dhrp-95	12	18	while	while	SCONJ
dhrp-95	12	19	overall	overall	ADJ
dhrp-95	12	20	rates	rate	NOUN
dhrp-95	12	21	remain	remain	VERB
dhrp-95	12	22	stable	stable	ADJ
dhrp-95	12	23	or	or	CCONJ
dhrp-95	12	24	decline	decline	NOUN
dhrp-95	12	25	;	;	PUNCT
dhrp-95	12	26	unfortunately	unfortunately	ADV
dhrp-95	12	27	,	,	PUNCT
dhrp-95	12	28	younger	young	ADJ
dhrp-95	12	29	cancer	cancer	NOUN
dhrp-95	12	30	patients	patient	NOUN
dhrp-95	12	31	are	be	AUX
dhrp-95	12	32	often	often	ADV
dhrp-95	12	33	diagnosed	diagnose	VERB
dhrp-95	12	34	at	at	ADP
dhrp-95	12	35	more	more	ADV
dhrp-95	12	36	advanced	advanced	ADJ
dhrp-95	12	37	stages	stage	NOUN
dhrp-95	12	38	,	,	PUNCT
dhrp-95	12	39	significantly	significantly	ADV
dhrp-95	12	40	impacting	impact	VERB
dhrp-95	12	41	their	their	PRON
dhrp-95	12	42	chances	chance	NOUN
dhrp-95	12	43	of	of	ADP
dhrp-95	12	44	successful	successful	ADJ
dhrp-95	12	45	treatment	treatment	NOUN
dhrp-95	12	46	and	and	CCONJ
dhrp-95	12	47	cure	cure	NOUN
dhrp-95	12	48	(	(	PUNCT
dhrp-95	12	49	5	5	NUM
dhrp-95	12	50	)	)	PUNCT
dhrp-95	12	51	.	.	PUNCT
dhrp-95	13	1	despite	despite	SCONJ
dhrp-95	13	2	significant	significant	ADJ
dhrp-95	13	3	advancements	advancement	NOUN
dhrp-95	13	4	in	in	ADP
dhrp-95	13	5	cancer	cancer	NOUN
dhrp-95	13	6	research	research	NOUN
dhrp-95	13	7	and	and	CCONJ
dhrp-95	13	8	treatment	treatment	NOUN
dhrp-95	13	9	,	,	PUNCT
dhrp-95	13	10	the	the	DET
dhrp-95	13	11	disease	disease	NOUN
dhrp-95	13	12	remains	remain	VERB
dhrp-95	13	13	challenging	challenge	VERB
dhrp-95	13	14	to	to	PART
dhrp-95	13	15	cure	cure	VERB
dhrp-95	13	16	completely	completely	ADV
dhrp-95	13	17	.	.	PUNCT
dhrp-95	14	1	consequently	consequently	ADV
dhrp-95	14	2	,	,	PUNCT
dhrp-95	14	3	the	the	DET
dhrp-95	14	4	pressing	press	VERB
dhrp-95	14	5	need	need	NOUN
dhrp-95	14	6	for	for	ADP
dhrp-95	14	7	alternative	alternative	ADJ
dhrp-95	14	8	approaches	approach	NOUN
dhrp-95	14	9	becomes	become	VERB
dhrp-95	14	10	paramount	paramount	ADJ
dhrp-95	14	11	,	,	PUNCT
dhrp-95	14	12	especially	especially	ADV
dhrp-95	14	13	to	to	PART
dhrp-95	14	14	offer	offer	VERB
dhrp-95	14	15	effective	effective	ADJ
dhrp-95	14	16	solutions	solution	NOUN
dhrp-95	14	17	for	for	ADP
dhrp-95	14	18	high	high	ADJ
dhrp-95	14	19	-	-	PUNCT
dhrp-95	14	20	risk	risk	NOUN
dhrp-95	14	21	patients	patient	NOUN
dhrp-95	14	22	.	.	PUNCT
dhrp-95	15	1	therefore	therefore	ADV
dhrp-95	15	2	,	,	PUNCT
dhrp-95	15	3	cancer	cancer	NOUN
dhrp-95	15	4	research	research	NOUN
dhrp-95	15	5	will	will	AUX
dhrp-95	15	6	undoubtedly	undoubtedly	ADV
dhrp-95	15	7	remain	remain	VERB
dhrp-95	15	8	at	at	ADP
dhrp-95	15	9	the	the	DET
dhrp-95	15	10	forefront	forefront	NOUN
dhrp-95	15	11	in	in	ADP
dhrp-95	15	12	the	the	DET
dhrp-95	15	13	years	year	NOUN
dhrp-95	15	14	to	to	PART
dhrp-95	15	15	come	come	VERB
dhrp-95	15	16	,	,	PUNCT
dhrp-95	15	17	driven	drive	VERB
dhrp-95	15	18	by	by	ADP
dhrp-95	15	19	a	a	DET
dhrp-95	15	20	resolute	resolute	ADJ
dhrp-95	15	21	commitment	commitment	NOUN
dhrp-95	15	22	to	to	ADP
dhrp-95	15	23	saving	save	VERB
dhrp-95	15	24	lives	life	NOUN
dhrp-95	15	25	and	and	CCONJ
dhrp-95	15	26	pioneering	pioneer	VERB
dhrp-95	15	27	groundbreaking	groundbreake	VERB
dhrp-95	15	28	advancements	advancement	NOUN
dhrp-95	15	29	.	.	PUNCT
dhrp-95	16	1	artificial	artificial	ADJ
dhrp-95	16	2	intelligence	intelligence	NOUN
dhrp-95	16	3	(	(	PUNCT
dhrp-95	16	4	ai	ai	PROPN
dhrp-95	16	5	)	)	PUNCT
dhrp-95	16	6	is	be	AUX
dhrp-95	16	7	a	a	DET
dhrp-95	16	8	dynamic	dynamic	ADJ
dhrp-95	16	9	and	and	CCONJ
dhrp-95	16	10	evolving	evolve	VERB
dhrp-95	16	11	field	field	NOUN
dhrp-95	16	12	of	of	ADP
dhrp-95	16	13	research	research	NOUN
dhrp-95	16	14	that	that	PRON
dhrp-95	16	15	involves	involve	VERB
dhrp-95	16	16	the	the	DET
dhrp-95	16	17	application	application	NOUN
dhrp-95	16	18	of	of	ADP
dhrp-95	16	19	computer	computer	NOUN
dhrp-95	16	20	systems	system	NOUN
dhrp-95	16	21	to	to	PART
dhrp-95	16	22	replicate	replicate	VERB
dhrp-95	16	23	and	and	CCONJ
dhrp-95	16	24	simulate	simulate	VERB
dhrp-95	16	25	human	human	ADJ
dhrp-95	16	26	intelligence	intelligence	NOUN
dhrp-95	16	27	(	(	PUNCT
dhrp-95	16	28	6	6	NUM
dhrp-95	16	29	)	)	PUNCT
dhrp-95	16	30	.	.	PUNCT
dhrp-95	17	1	with	with	ADP
dhrp-95	17	2	the	the	DET
dhrp-95	17	3	aid	aid	NOUN
dhrp-95	17	4	of	of	ADP
dhrp-95	17	5	advanced	advanced	ADJ
dhrp-95	17	6	algorithms	algorithm	NOUN
dhrp-95	17	7	,	,	PUNCT
dhrp-95	17	8	ai	ai	VERB
dhrp-95	17	9	strives	strive	NOUN
dhrp-95	17	10	to	to	PART
dhrp-95	17	11	emulate	emulate	VERB
dhrp-95	17	12	cognitive	cognitive	ADJ
dhrp-95	17	13	functions	function	NOUN
dhrp-95	17	14	,	,	PUNCT
dhrp-95	17	15	enabling	enable	VERB
dhrp-95	17	16	computers	computer	NOUN
dhrp-95	17	17	to	to	PART
dhrp-95	17	18	analyze	analyze	VERB
dhrp-95	17	19	data	datum	NOUN
dhrp-95	17	20	,	,	PUNCT
dhrp-95	17	21	recognize	recognize	VERB
dhrp-95	17	22	patterns	pattern	NOUN
dhrp-95	17	23	,	,	PUNCT
dhrp-95	17	24	make	make	VERB
dhrp-95	17	25	decisions	decision	NOUN
dhrp-95	17	26	,	,	PUNCT
dhrp-95	17	27	and	and	CCONJ
dhrp-95	17	28	learn	learn	VERB
dhrp-95	17	29	from	from	ADP
dhrp-95	17	30	experiences	experience	NOUN
dhrp-95	17	31	,	,	PUNCT
dhrp-95	17	32	much	much	ADV
dhrp-95	17	33	like	like	ADP
dhrp-95	17	34	the	the	DET
dhrp-95	17	35	human	human	ADJ
dhrp-95	17	36	mind	mind	NOUN
dhrp-95	17	37	.	.	PUNCT
dhrp-95	18	1	machine	machine	NOUN
dhrp-95	18	2	learning	learning	NOUN
dhrp-95	18	3	and	and	CCONJ
dhrp-95	18	4	deep	deep	ADJ
dhrp-95	18	5	learning	learning	NOUN
dhrp-95	18	6	are	be	AUX
dhrp-95	18	7	the	the	DET
dhrp-95	18	8	major	major	ADJ
dhrp-95	18	9	constituents	constituent	NOUN
dhrp-95	18	10	of	of	ADP
dhrp-95	18	11	artificial	artificial	ADJ
dhrp-95	18	12	intelligence	intelligence	NOUN
dhrp-95	18	13	(	(	PUNCT
dhrp-95	18	14	figure	figure	NOUN
dhrp-95	18	15	1	1	NUM
dhrp-95	18	16	)	)	PUNCT
dhrp-95	18	17	.	.	PUNCT
dhrp-95	19	1	machine	machine	NOUN
dhrp-95	19	2	learning	learning	NOUN
dhrp-95	19	3	represents	represent	VERB
dhrp-95	19	4	a	a	DET
dhrp-95	19	5	fascinating	fascinating	ADJ
dhrp-95	19	6	scientific	scientific	ADJ
dhrp-95	19	7	discipline	discipline	NOUN
dhrp-95	19	8	centered	center	VERB
dhrp-95	19	9	around	around	ADP
dhrp-95	19	10	the	the	DET
dhrp-95	19	11	art	art	NOUN
dhrp-95	19	12	of	of	ADP
dhrp-95	19	13	computer	computer	NOUN
dhrp-95	19	14	systems	system	NOUN
dhrp-95	19	15	learning	learn	VERB
dhrp-95	19	16	from	from	ADP
dhrp-95	19	17	data	datum	NOUN
dhrp-95	19	18	(	(	PUNCT
dhrp-95	19	19	7	7	NUM
dhrp-95	19	20	)	)	PUNCT
dhrp-95	19	21	.	.	PUNCT
dhrp-95	20	1	it	it	PRON
dhrp-95	20	2	emerges	emerge	VERB
dhrp-95	20	3	from	from	ADP
dhrp-95	20	4	the	the	DET
dhrp-95	20	5	confluence	confluence	NOUN
dhrp-95	20	6	of	of	ADP
dhrp-95	20	7	statistics	statistic	NOUN
dhrp-95	20	8	,	,	PUNCT
dhrp-95	20	9	which	which	PRON
dhrp-95	20	10	delves	delve	VERB
dhrp-95	20	11	into	into	ADP
dhrp-95	20	12	deciphering	decipher	VERB
dhrp-95	20	13	relationships	relationship	NOUN
dhrp-95	20	14	from	from	ADP
dhrp-95	20	15	data	datum	NOUN
dhrp-95	20	16	,	,	PUNCT
dhrp-95	20	17	and	and	CCONJ
dhrp-95	20	18	computer	computer	NOUN
dhrp-95	20	19	science	science	NOUN
dhrp-95	20	20	,	,	PUNCT
dhrp-95	20	21	with	with	ADP
dhrp-95	20	22	its	its	PRON
dhrp-95	20	23	core	core	NOUN
dhrp-95	20	24	focus	focus	NOUN
dhrp-95	20	25	on	on	ADP
dhrp-95	20	26	devising	devise	VERB
dhrp-95	20	27	efficient	efficient	ADJ
dhrp-95	20	28	computing	computing	NOUN
dhrp-95	20	29	algorithms	algorithm	NOUN
dhrp-95	20	30	.	.	PUNCT
dhrp-95	21	1	the	the	DET
dhrp-95	21	2	seamless	seamless	ADJ
dhrp-95	21	3	integration	integration	NOUN
dhrp-95	21	4	of	of	ADP
dhrp-95	21	5	mathematics	mathematic	NOUN
dhrp-95	21	6	and	and	CCONJ
dhrp-95	21	7	computer	computer	NOUN
dhrp-95	21	8	science	science	NOUN
dhrp-95	21	9	in	in	ADP
dhrp-95	21	10	machine	machine	NOUN
dhrp-95	21	11	learning	learning	NOUN
dhrp-95	21	12	emerges	emerge	VERB
dhrp-95	21	13	as	as	ADP
dhrp-95	21	14	a	a	DET
dhrp-95	21	15	result	result	NOUN
dhrp-95	21	16	of	of	ADP
dhrp-95	21	17	the	the	DET
dhrp-95	21	18	complex	complex	ADJ
dhrp-95	21	19	computational	computational	ADJ
dhrp-95	21	20	intricacies	intricacy	NOUN
dhrp-95	21	21	required	require	VERB
dhrp-95	21	22	to	to	PART
dhrp-95	21	23	construct	construct	VERB
dhrp-95	21	24	statistical	statistical	ADJ
dhrp-95	21	25	models	model	NOUN
dhrp-95	21	26	from	from	ADP
dhrp-95	21	27	extensive	extensive	ADJ
dhrp-95	21	28	special	special	ADJ
dhrp-95	21	29	edition	edition	NOUN
dhrp-95	21	30	:	:	PUNCT
dhrp-95	21	31	junior	junior	ADJ
dhrp-95	21	32	commentary	commentary	NOUN
dhrp-95	21	33	https://doi.org/10.47488/dhrp.v3is1.95	https://doi.org/10.47488/dhrp.v3is1.95	PROPN
dhrp-95	21	34	dhr	dhr	PROPN
dhrp-95	21	35	proceedings	proceeding	NOUN
dhrp-95	21	36	ǀ	ǀ	ADP
dhrp-95	21	37	http://dhrproceedings.org	http://dhrproceedings.org	PROPN
dhrp-95	21	38	2	2	NUM
dhrp-95	21	39	2023	2023	NUM
dhrp-95	21	40	,	,	PUNCT
dhrp-95	21	41	vol	vol	NOUN
dhrp-95	21	42	.	.	NOUN
dhrp-95	21	43	3	3	NUM
dhrp-95	21	44	no	no	NOUN
dhrp-95	21	45	.	.	PUNCT
dhrp-95	22	1	s1	s1	NOUN
dhrp-95	22	2	1	1	NUM
dhrp-95	22	3	-	-	PUNCT
dhrp-95	22	4	-10	-10	NOUN
dhrp-95	22	5	datasets	dataset	NOUN
dhrp-95	22	6	,	,	PUNCT
dhrp-95	22	7	which	which	PRON
dhrp-95	22	8	can	can	AUX
dhrp-95	22	9	consist	consist	VERB
dhrp-95	22	10	of	of	ADP
dhrp-95	22	11	billions	billion	NOUN
dhrp-95	22	12	or	or	CCONJ
dhrp-95	22	13	even	even	ADV
dhrp-95	22	14	trillions	trillion	NOUN
dhrp-95	22	15	of	of	ADP
dhrp-95	22	16	data	data	NOUN
dhrp-95	22	17	points	point	NOUN
dhrp-95	22	18	(	(	PUNCT
dhrp-95	22	19	8)	8)	NUM
dhrp-95	22	20	.	.	PUNCT
dhrp-95	23	1	deep	deep	ADJ
dhrp-95	23	2	learning	learning	NOUN
dhrp-95	23	3	utilizes	utilize	VERB
dhrp-95	23	4	multi	multi	ADJ
dhrp-95	23	5	-	-	ADJ
dhrp-95	23	6	layered	layered	ADJ
dhrp-95	23	7	computational	computational	ADJ
dhrp-95	23	8	models	model	NOUN
dhrp-95	23	9	to	to	PART
dhrp-95	23	10	learn	learn	VERB
dhrp-95	23	11	data	data	NOUN
dhrp-95	23	12	representations	representation	NOUN
dhrp-95	23	13	with	with	ADP
dhrp-95	23	14	multiple	multiple	ADJ
dhrp-95	23	15	levels	level	NOUN
dhrp-95	23	16	of	of	ADP
dhrp-95	23	17	abstraction	abstraction	NOUN
dhrp-95	23	18	(	(	PUNCT
dhrp-95	23	19	9	9	NUM
dhrp-95	23	20	)	)	PUNCT
dhrp-95	23	21	.	.	PUNCT
dhrp-95	24	1	by	by	ADP
dhrp-95	24	2	employing	employ	VERB
dhrp-95	24	3	the	the	DET
dhrp-95	24	4	backpropagation	backpropagation	NOUN
dhrp-95	24	5	algorithm	algorithm	NOUN
dhrp-95	24	6	,	,	PUNCT
dhrp-95	24	7	machines	machine	NOUN
dhrp-95	24	8	adjust	adjust	VERB
dhrp-95	24	9	their	their	PRON
dhrp-95	24	10	internal	internal	ADJ
dhrp-95	24	11	parameters	parameter	NOUN
dhrp-95	24	12	,	,	PUNCT
dhrp-95	24	13	computing	compute	VERB
dhrp-95	24	14	representations	representation	NOUN
dhrp-95	24	15	in	in	ADP
dhrp-95	24	16	each	each	DET
dhrp-95	24	17	layer	layer	NOUN
dhrp-95	24	18	based	base	VERB
dhrp-95	24	19	on	on	ADP
dhrp-95	24	20	the	the	DET
dhrp-95	24	21	previous	previous	ADJ
dhrp-95	24	22	layer	layer	NOUN
dhrp-95	24	23	's	's	PART
dhrp-95	24	24	representation	representation	NOUN
dhrp-95	24	25	(	(	PUNCT
dhrp-95	24	26	10	10	NUM
dhrp-95	24	27	)	)	PUNCT
dhrp-95	24	28	.	.	PUNCT
dhrp-95	25	1	figure	figure	VERB
dhrp-95	25	2	1	1	NUM
dhrp-95	25	3	:	:	PUNCT
dhrp-95	25	4	relationship	relationship	NOUN
dhrp-95	25	5	between	between	ADP
dhrp-95	25	6	artificial	artificial	ADJ
dhrp-95	25	7	intelligence	intelligence	NOUN
dhrp-95	25	8	(	(	PUNCT
dhrp-95	25	9	ai	ai	NOUN
dhrp-95	25	10	)	)	PUNCT
dhrp-95	25	11	,	,	PUNCT
dhrp-95	25	12	machine	machine	NOUN
dhrp-95	25	13	learning	learning	NOUN
dhrp-95	25	14	(	(	PUNCT
dhrp-95	25	15	ml	ml	NOUN
dhrp-95	25	16	)	)	PUNCT
dhrp-95	25	17	,	,	PUNCT
dhrp-95	25	18	and	and	CCONJ
dhrp-95	25	19	deep	deep	ADJ
dhrp-95	25	20	learning	learning	NOUN
dhrp-95	25	21	(	(	PUNCT
dhrp-95	25	22	dl	dl	PROPN
dhrp-95	25	23	)	)	PUNCT
dhrp-95	25	24	.	.	PUNCT
dhrp-95	26	1	created	create	VERB
dhrp-95	26	2	with	with	ADP
dhrp-95	26	3	biorender.com	biorender.com	X
dhrp-95	26	4	the	the	DET
dhrp-95	26	5	surge	surge	NOUN
dhrp-95	26	6	in	in	ADP
dhrp-95	26	7	artificial	artificial	ADJ
dhrp-95	26	8	intelligent	intelligent	ADJ
dhrp-95	26	9	systems	system	NOUN
dhrp-95	26	10	has	have	AUX
dhrp-95	26	11	generated	generate	VERB
dhrp-95	26	12	significant	significant	ADJ
dhrp-95	26	13	interest	interest	NOUN
dhrp-95	26	14	in	in	ADP
dhrp-95	26	15	their	their	PRON
dhrp-95	26	16	applications	application	NOUN
dhrp-95	26	17	within	within	ADP
dhrp-95	26	18	the	the	DET
dhrp-95	26	19	medical	medical	ADJ
dhrp-95	26	20	domain	domain	NOUN
dhrp-95	26	21	(	(	PUNCT
dhrp-95	26	22	11	11	NUM
dhrp-95	26	23	)	)	PUNCT
dhrp-95	26	24	.	.	PUNCT
dhrp-95	27	1	recent	recent	ADJ
dhrp-95	27	2	times	time	NOUN
dhrp-95	27	3	have	have	AUX
dhrp-95	27	4	witnessed	witness	VERB
dhrp-95	27	5	a	a	DET
dhrp-95	27	6	swift	swift	ADJ
dhrp-95	27	7	integration	integration	NOUN
dhrp-95	27	8	of	of	ADP
dhrp-95	27	9	ai	ai	VERB
dhrp-95	27	10	into	into	ADP
dhrp-95	27	11	medical	medical	ADJ
dhrp-95	27	12	practices	practice	NOUN
dhrp-95	27	13	,	,	PUNCT
dhrp-95	27	14	driven	drive	VERB
dhrp-95	27	15	by	by	ADP
dhrp-95	27	16	the	the	DET
dhrp-95	27	17	goal	goal	NOUN
dhrp-95	27	18	of	of	ADP
dhrp-95	27	19	augmenting	augment	VERB
dhrp-95	27	20	patient	patient	ADJ
dhrp-95	27	21	care	care	NOUN
dhrp-95	27	22	through	through	ADP
dhrp-95	27	23	swifter	swifter	NOUN
dhrp-95	27	24	procedures	procedure	NOUN
dhrp-95	27	25	and	and	CCONJ
dhrp-95	27	26	enhanced	enhanced	ADJ
dhrp-95	27	27	precision	precision	NOUN
dhrp-95	27	28	,	,	PUNCT
dhrp-95	27	29	thereby	thereby	ADV
dhrp-95	27	30	laying	lay	VERB
dhrp-95	27	31	the	the	DET
dhrp-95	27	32	foundation	foundation	NOUN
dhrp-95	27	33	for	for	ADP
dhrp-95	27	34	elevated	elevated	ADJ
dhrp-95	27	35	healthcare	healthcare	NOUN
dhrp-95	27	36	standards	standard	NOUN
dhrp-95	27	37	.	.	PUNCT
dhrp-95	28	1	this	this	DET
dhrp-95	28	2	development	development	NOUN
dhrp-95	28	3	marks	mark	VERB
dhrp-95	28	4	a	a	DET
dhrp-95	28	5	pivotal	pivotal	ADJ
dhrp-95	28	6	stride	stride	NOUN
dhrp-95	28	7	towards	towards	ADP
dhrp-95	28	8	healthcare	healthcare	NOUN
dhrp-95	28	9	advancement	advancement	NOUN
dhrp-95	28	10	.	.	PUNCT
dhrp-95	29	1	ai	ai	VERB
dhrp-95	29	2	's	's	PART
dhrp-95	29	3	seamless	seamless	ADJ
dhrp-95	29	4	integration	integration	NOUN
dhrp-95	29	5	into	into	ADP
dhrp-95	29	6	the	the	DET
dhrp-95	29	7	medical	medical	ADJ
dhrp-95	29	8	landscape	landscape	NOUN
dhrp-95	29	9	encompasses	encompass	VERB
dhrp-95	29	10	a	a	DET
dhrp-95	29	11	broad	broad	ADJ
dhrp-95	29	12	spectrum	spectrum	NOUN
dhrp-95	29	13	of	of	ADP
dhrp-95	29	14	informatics	informatic	NOUN
dhrp-95	29	15	techniques	technique	NOUN
dhrp-95	29	16	,	,	PUNCT
dhrp-95	29	17	spanning	span	VERB
dhrp-95	29	18	from	from	ADP
dhrp-95	29	19	the	the	DET
dhrp-95	29	20	intricacies	intricacy	NOUN
dhrp-95	29	21	of	of	ADP
dhrp-95	29	22	deep	deep	ADJ
dhrp-95	29	23	learning	learning	NOUN
dhrp-95	29	24	-	-	PUNCT
dhrp-95	29	25	driven	drive	VERB
dhrp-95	29	26	information	information	NOUN
dhrp-95	29	27	management	management	NOUN
dhrp-95	29	28	to	to	ADP
dhrp-95	29	29	the	the	DET
dhrp-95	29	30	comprehensive	comprehensive	ADJ
dhrp-95	29	31	oversight	oversight	NOUN
dhrp-95	29	32	of	of	ADP
dhrp-95	29	33	health	health	NOUN
dhrp-95	29	34	management	management	NOUN
dhrp-95	29	35	systems	system	NOUN
dhrp-95	29	36	,	,	PUNCT
dhrp-95	29	37	notably	notably	ADV
dhrp-95	29	38	electronic	electronic	ADJ
dhrp-95	29	39	health	health	NOUN
dhrp-95	29	40	records	record	NOUN
dhrp-95	29	41	(	(	PUNCT
dhrp-95	29	42	12	12	NUM
dhrp-95	29	43	)	)	PUNCT
dhrp-95	29	44	.	.	PUNCT
dhrp-95	30	1	this	this	DET
dhrp-95	30	2	comprehensive	comprehensive	ADJ
dhrp-95	30	3	expansion	expansion	NOUN
dhrp-95	30	4	extends	extend	VERB
dhrp-95	30	5	to	to	ADP
dhrp-95	30	6	the	the	DET
dhrp-95	30	7	domain	domain	NOUN
dhrp-95	30	8	of	of	ADP
dhrp-95	30	9	clinical	clinical	ADJ
dhrp-95	30	10	decision	decision	NOUN
dhrp-95	30	11	-	-	PUNCT
dhrp-95	30	12	making	making	NOUN
dhrp-95	30	13	,	,	PUNCT
dhrp-95	30	14	offering	offer	VERB
dhrp-95	30	15	valuable	valuable	ADJ
dhrp-95	30	16	guidance	guidance	NOUN
dhrp-95	30	17	to	to	ADP
dhrp-95	30	18	physicians	physician	NOUN
dhrp-95	30	19	,	,	PUNCT
dhrp-95	30	20	while	while	SCONJ
dhrp-95	30	21	also	also	ADV
dhrp-95	30	22	embracing	embrace	VERB
dhrp-95	30	23	the	the	DET
dhrp-95	30	24	innovative	innovative	ADJ
dhrp-95	30	25	deployment	deployment	NOUN
dhrp-95	30	26	of	of	ADP
dhrp-95	30	27	robots	robot	NOUN
dhrp-95	30	28	to	to	PART
dhrp-95	30	29	assist	assist	VERB
dhrp-95	30	30	both	both	DET
dhrp-95	30	31	elderly	elderly	ADJ
dhrp-95	30	32	patients	patient	NOUN
dhrp-95	30	33	and	and	CCONJ
dhrp-95	30	34	attending	attend	VERB
dhrp-95	30	35	surgeons	surgeon	NOUN
dhrp-95	30	36	.	.	PUNCT
dhrp-95	31	1	within	within	ADP
dhrp-95	31	2	this	this	DET
dhrp-95	31	3	transformative	transformative	ADJ
dhrp-95	31	4	framework	framework	NOUN
dhrp-95	31	5	,	,	PUNCT
dhrp-95	31	6	machine	machine	NOUN
dhrp-95	31	7	learning	learning	NOUN
dhrp-95	31	8	assumes	assume	VERB
dhrp-95	31	9	a	a	DET
dhrp-95	31	10	prominent	prominent	ADJ
dhrp-95	31	11	role	role	NOUN
dhrp-95	31	12	,	,	PUNCT
dhrp-95	31	13	actively	actively	ADV
dhrp-95	31	14	engaging	engage	VERB
dhrp-95	31	15	in	in	ADP
dhrp-95	31	16	the	the	DET
dhrp-95	31	17	assessment	assessment	NOUN
dhrp-95	31	18	of	of	ADP
dhrp-95	31	19	radiological	radiological	ADJ
dhrp-95	31	20	images	image	NOUN
dhrp-95	31	21	,	,	PUNCT
dhrp-95	31	22	pathology	pathology	NOUN
dhrp-95	31	23	slides	slide	VERB
dhrp-95	31	24	,	,	PUNCT
dhrp-95	31	25	and	and	CCONJ
dhrp-95	31	26	electronic	electronic	ADJ
dhrp-95	31	27	medical	medical	ADJ
dhrp-95	31	28	records	record	NOUN
dhrp-95	31	29	(	(	PUNCT
dhrp-95	31	30	emr	emr	PROPN
dhrp-95	31	31	)	)	PUNCT
dhrp-95	31	32	of	of	ADP
dhrp-95	31	33	patients	patient	NOUN
dhrp-95	31	34	.	.	PUNCT
dhrp-95	32	1	this	this	DET
dhrp-95	32	2	concerted	concert	VERB
dhrp-95	32	3	endeavor	endeavor	NOUN
dhrp-95	32	4	enhances	enhance	VERB
dhrp-95	32	5	diagnostic	diagnostic	ADJ
dhrp-95	32	6	and	and	CCONJ
dhrp-95	32	7	treatment	treatment	NOUN
dhrp-95	32	8	paradigms	paradigm	NOUN
dhrp-95	32	9	,	,	PUNCT
dhrp-95	32	10	amplifying	amplifying	ADJ
dhrp-95	32	11	physician	physician	NOUN
dhrp-95	32	12	capabilities	capability	NOUN
dhrp-95	32	13	,	,	PUNCT
dhrp-95	32	14	and	and	CCONJ
dhrp-95	32	15	significantly	significantly	ADV
dhrp-95	32	16	contributing	contribute	VERB
dhrp-95	32	17	to	to	ADP
dhrp-95	32	18	the	the	DET
dhrp-95	32	19	overall	overall	ADJ
dhrp-95	32	20	advancement	advancement	NOUN
dhrp-95	32	21	of	of	ADP
dhrp-95	32	22	healthcare	healthcare	PROPN
dhrp-95	32	23	quality	quality	NOUN
dhrp-95	32	24	(	(	PUNCT
dhrp-95	32	25	13	13	NUM
dhrp-95	32	26	)	)	PUNCT
dhrp-95	32	27	.	.	PUNCT
dhrp-95	33	1	this	this	DET
dhrp-95	33	2	paper	paper	NOUN
dhrp-95	33	3	meticulously	meticulously	ADV
dhrp-95	33	4	examines	examine	VERB
dhrp-95	33	5	the	the	DET
dhrp-95	33	6	major	major	ADJ
dhrp-95	33	7	applications	application	NOUN
dhrp-95	33	8	of	of	ADP
dhrp-95	33	9	artificial	artificial	ADJ
dhrp-95	33	10	intelligence	intelligence	NOUN
dhrp-95	33	11	in	in	ADP
dhrp-95	33	12	the	the	DET
dhrp-95	33	13	field	field	NOUN
dhrp-95	33	14	of	of	ADP
dhrp-95	33	15	cancer	cancer	NOUN
dhrp-95	33	16	medicine	medicine	NOUN
dhrp-95	33	17	.	.	PUNCT
dhrp-95	34	1	ranging	range	VERB
dhrp-95	34	2	from	from	ADP
dhrp-95	34	3	its	its	PRON
dhrp-95	34	4	role	role	NOUN
dhrp-95	34	5	in	in	ADP
dhrp-95	34	6	imaging	imaging	NOUN
dhrp-95	34	7	enhancement	enhancement	NOUN
dhrp-95	34	8	to	to	ADP
dhrp-95	34	9	its	its	PRON
dhrp-95	34	10	prowess	prowess	NOUN
dhrp-95	34	11	in	in	ADP
dhrp-95	34	12	predictive	predictive	ADJ
dhrp-95	34	13	analytics	analytic	NOUN
dhrp-95	34	14	,	,	PUNCT
dhrp-95	34	15	these	these	DET
dhrp-95	34	16	applications	application	NOUN
dhrp-95	34	17	showcase	showcase	VERB
dhrp-95	34	18	ai	ai	VERB
dhrp-95	34	19	's	's	PART
dhrp-95	34	20	multifaceted	multifaceted	ADJ
dhrp-95	34	21	potential	potential	NOUN
dhrp-95	34	22	in	in	ADP
dhrp-95	34	23	transforming	transform	VERB
dhrp-95	34	24	cancer	cancer	NOUN
dhrp-95	34	25	care	care	NOUN
dhrp-95	34	26	.	.	PUNCT
dhrp-95	35	1	current	current	ADJ
dhrp-95	35	2	challenges	challenge	NOUN
dhrp-95	35	3	in	in	ADP
dhrp-95	35	4	cancer	cancer	NOUN
dhrp-95	35	5	care	care	NOUN
dhrp-95	35	6	despite	despite	SCONJ
dhrp-95	35	7	remarkable	remarkable	ADJ
dhrp-95	35	8	progress	progress	NOUN
dhrp-95	35	9	in	in	ADP
dhrp-95	35	10	cancer	cancer	NOUN
dhrp-95	35	11	care	care	NOUN
dhrp-95	35	12	over	over	ADP
dhrp-95	35	13	the	the	DET
dhrp-95	35	14	years	year	NOUN
dhrp-95	35	15	,	,	PUNCT
dhrp-95	35	16	the	the	DET
dhrp-95	35	17	field	field	NOUN
dhrp-95	35	18	continues	continue	VERB
dhrp-95	35	19	to	to	PART
dhrp-95	35	20	grapple	grapple	VERB
dhrp-95	35	21	with	with	ADP
dhrp-95	35	22	certain	certain	ADJ
dhrp-95	35	23	challenges	challenge	NOUN
dhrp-95	35	24	that	that	PRON
dhrp-95	35	25	demand	demand	VERB
dhrp-95	35	26	attention	attention	NOUN
dhrp-95	35	27	and	and	CCONJ
dhrp-95	35	28	innovative	innovative	ADJ
dhrp-95	35	29	solutions	solution	NOUN
dhrp-95	35	30	.	.	PUNCT
dhrp-95	36	1	these	these	DET
dhrp-95	36	2	challenges	challenge	NOUN
dhrp-95	36	3	underscore	underscore	VERB
dhrp-95	36	4	the	the	DET
dhrp-95	36	5	importance	importance	NOUN
dhrp-95	36	6	of	of	ADP
dhrp-95	36	7	ongoing	ongoing	ADJ
dhrp-95	36	8	research	research	NOUN
dhrp-95	36	9	and	and	CCONJ
dhrp-95	36	10	collaborative	collaborative	ADJ
dhrp-95	36	11	efforts	effort	NOUN
dhrp-95	36	12	to	to	PART
dhrp-95	36	13	further	far	ADV
dhrp-95	36	14	enhance	enhance	VERB
dhrp-95	36	15	cancer	cancer	NOUN
dhrp-95	36	16	treatment	treatment	NOUN
dhrp-95	36	17	and	and	CCONJ
dhrp-95	36	18	patient	patient	ADJ
dhrp-95	36	19	outcomes	outcome	NOUN
dhrp-95	36	20	.	.	PUNCT
dhrp-95	37	1	the	the	DET
dhrp-95	37	2	interplay	interplay	NOUN
dhrp-95	37	3	of	of	ADP
dhrp-95	37	4	rapid	rapid	ADJ
dhrp-95	37	5	urbanization	urbanization	NOUN
dhrp-95	37	6	,	,	PUNCT
dhrp-95	37	7	lifestyle	lifestyle	NOUN
dhrp-95	37	8	choices	choice	NOUN
dhrp-95	37	9	,	,	PUNCT
dhrp-95	37	10	and	and	CCONJ
dhrp-95	37	11	rising	rise	VERB
dhrp-95	37	12	life	life	NOUN
dhrp-95	37	13	expectancy	expectancy	NOUN
dhrp-95	37	14	stands	stand	VERB
dhrp-95	37	15	as	as	ADP
dhrp-95	37	16	a	a	DET
dhrp-95	37	17	significant	significant	ADJ
dhrp-95	37	18	driving	driving	NOUN
dhrp-95	37	19	force	force	NOUN
dhrp-95	37	20	behind	behind	ADP
dhrp-95	37	21	the	the	DET
dhrp-95	37	22	changing	change	VERB
dhrp-95	37	23	landscape	landscape	NOUN
dhrp-95	37	24	of	of	ADP
dhrp-95	37	25	cancer	cancer	NOUN
dhrp-95	37	26	incidence	incidence	NOUN
dhrp-95	37	27	rates	rate	NOUN
dhrp-95	37	28	.	.	PUNCT
dhrp-95	38	1	according	accord	VERB
dhrp-95	38	2	to	to	ADP
dhrp-95	38	3	globocan	globocan	PROPN
dhrp-95	38	4	predictions	prediction	NOUN
dhrp-95	38	5	,	,	PUNCT
dhrp-95	38	6	the	the	DET
dhrp-95	38	7	number	number	NOUN
dhrp-95	38	8	of	of	ADP
dhrp-95	38	9	cancer	cancer	NOUN
dhrp-95	38	10	cases	case	NOUN
dhrp-95	38	11	is	be	AUX
dhrp-95	38	12	expected	expect	VERB
dhrp-95	38	13	to	to	PART
dhrp-95	38	14	reach	reach	VERB
dhrp-95	38	15	28.4	28.4	NUM
dhrp-95	38	16	million	million	NUM
dhrp-95	38	17	by	by	ADP
dhrp-95	38	18	2040	2040	NUM
dhrp-95	38	19	(	(	PUNCT
dhrp-95	38	20	14	14	NUM
dhrp-95	38	21	)	)	PUNCT
dhrp-95	38	22	.	.	PUNCT
dhrp-95	39	1	globally	globally	ADV
dhrp-95	39	2	,	,	PUNCT
dhrp-95	39	3	female	female	ADJ
dhrp-95	39	4	breast	breast	NOUN
dhrp-95	39	5	cancer	cancer	NOUN
dhrp-95	39	6	has	have	AUX
dhrp-95	39	7	now	now	ADV
dhrp-95	39	8	surpassed	surpass	VERB
dhrp-95	39	9	lung	lung	NOUN
dhrp-95	39	10	cancer	cancer	NOUN
dhrp-95	39	11	as	as	ADP
dhrp-95	39	12	the	the	DET
dhrp-95	39	13	most	most	ADV
dhrp-95	39	14	prevalent	prevalent	ADJ
dhrp-95	39	15	cancer	cancer	NOUN
dhrp-95	39	16	(	(	PUNCT
dhrp-95	39	17	11.7	11.7	NUM
dhrp-95	39	18	%	%	NOUN
dhrp-95	39	19	)	)	PUNCT
dhrp-95	39	20	,	,	PUNCT
dhrp-95	39	21	closely	closely	ADV
dhrp-95	39	22	followed	follow	VERB
dhrp-95	39	23	by	by	ADP
dhrp-95	39	24	lung	lung	NOUN
dhrp-95	39	25	(	(	PUNCT
dhrp-95	39	26	11.4	11.4	NUM
dhrp-95	39	27	%	%	NOUN
dhrp-95	39	28	)	)	PUNCT
dhrp-95	39	29	,	,	PUNCT
dhrp-95	39	30	colorectal	colorectal	NOUN
dhrp-95	39	31	(	(	PUNCT
dhrp-95	39	32	10.0	10.0	NUM
dhrp-95	39	33	%	%	NOUN
dhrp-95	39	34	)	)	PUNCT
dhrp-95	39	35	,	,	PUNCT
dhrp-95	39	36	prostate	prostate	NOUN
dhrp-95	39	37	(	(	PUNCT
dhrp-95	39	38	7.3	7.3	NUM
dhrp-95	39	39	%	%	NOUN
dhrp-95	39	40	)	)	PUNCT
dhrp-95	39	41	,	,	PUNCT
dhrp-95	39	42	and	and	CCONJ
dhrp-95	39	43	stomach	stomach	NOUN
dhrp-95	39	44	(	(	PUNCT
dhrp-95	39	45	5.6	5.6	NUM
dhrp-95	39	46	%	%	NOUN
dhrp-95	39	47	)	)	PUNCT
dhrp-95	39	48	cancers	cancer	NOUN
dhrp-95	39	49	.	.	PUNCT
dhrp-95	40	1	lung	lung	NOUN
dhrp-95	40	2	cancer	cancer	NOUN
dhrp-95	40	3	stands	stand	VERB
dhrp-95	40	4	as	as	ADP
dhrp-95	40	5	the	the	DET
dhrp-95	40	6	leading	lead	VERB
dhrp-95	40	7	cause	cause	NOUN
dhrp-95	40	8	for	for	ADP
dhrp-95	40	9	death	death	NOUN
dhrp-95	40	10	,	,	PUNCT
dhrp-95	40	11	accounting	account	VERB
dhrp-95	40	12	for	for	ADP
dhrp-95	40	13	1.8	1.8	NUM
dhrp-95	40	14	million	million	NUM
dhrp-95	40	15	deaths	death	NOUN
dhrp-95	40	16	(	(	PUNCT
dhrp-95	40	17	18	18	NUM
dhrp-95	40	18	%	%	NOUN
dhrp-95	40	19	)	)	PUNCT
dhrp-95	40	20	,	,	PUNCT
dhrp-95	40	21	followed	follow	VERB
dhrp-95	40	22	by	by	ADP
dhrp-95	40	23	colorectal	colorectal	NOUN
dhrp-95	40	24	(	(	PUNCT
dhrp-95	40	25	9.4	9.4	NUM
dhrp-95	40	26	%	%	NOUN
dhrp-95	40	27	)	)	PUNCT
dhrp-95	40	28	,	,	PUNCT
dhrp-95	40	29	liver	liver	NOUN
dhrp-95	40	30	(	(	PUNCT
dhrp-95	40	31	8.3	8.3	NUM
dhrp-95	40	32	%	%	NOUN
dhrp-95	40	33	)	)	PUNCT
dhrp-95	40	34	,	,	PUNCT
dhrp-95	40	35	stomach	stomach	NOUN
dhrp-95	40	36	(	(	PUNCT
dhrp-95	40	37	7.7	7.7	NUM
dhrp-95	40	38	%	%	NOUN
dhrp-95	40	39	)	)	PUNCT
dhrp-95	40	40	,	,	PUNCT
dhrp-95	40	41	and	and	CCONJ
dhrp-95	40	42	female	female	ADJ
dhrp-95	40	43	breast	breast	NOUN
dhrp-95	40	44	(	(	PUNCT
dhrp-95	40	45	6.9	6.9	NUM
dhrp-95	40	46	%	%	NOUN
dhrp-95	40	47	)	)	PUNCT
dhrp-95	40	48	cancers	cancer	NOUN
dhrp-95	40	49	.	.	PUNCT
dhrp-95	41	1	among	among	ADP
dhrp-95	41	2	men	man	NOUN
dhrp-95	41	3	,	,	PUNCT
dhrp-95	41	4	lung	lung	NOUN
dhrp-95	41	5	,	,	PUNCT
dhrp-95	41	6	prostate	prostate	NOUN
dhrp-95	41	7	,	,	PUNCT
dhrp-95	41	8	and	and	CCONJ
dhrp-95	41	9	colorectal	colorectal	ADJ
dhrp-95	41	10	cancers	cancer	NOUN
dhrp-95	41	11	are	be	AUX
dhrp-95	41	12	the	the	DET
dhrp-95	41	13	most	most	ADV
dhrp-95	41	14	prevalent	prevalent	ADJ
dhrp-95	41	15	,	,	PUNCT
dhrp-95	41	16	while	while	SCONJ
dhrp-95	41	17	breast	breast	NOUN
dhrp-95	41	18	,	,	PUNCT
dhrp-95	41	19	colorectal	colorectal	NOUN
dhrp-95	41	20	,	,	PUNCT
dhrp-95	41	21	and	and	CCONJ
dhrp-95	41	22	lung	lung	NOUN
dhrp-95	41	23	cancers	cancer	NOUN
dhrp-95	41	24	are	be	AUX
dhrp-95	41	25	the	the	DET
dhrp-95	41	26	leading	lead	VERB
dhrp-95	41	27	types	type	NOUN
dhrp-95	41	28	among	among	ADP
dhrp-95	41	29	women	woman	NOUN
dhrp-95	41	30	.	.	PUNCT
dhrp-95	42	1	in	in	ADP
dhrp-95	42	2	fact	fact	NOUN
dhrp-95	42	3	,	,	PUNCT
dhrp-95	42	4	cancer	cancer	NOUN
dhrp-95	42	5	cases	case	NOUN
dhrp-95	42	6	are	be	AUX
dhrp-95	42	7	expected	expect	VERB
dhrp-95	42	8	to	to	PART
dhrp-95	42	9	rise	rise	VERB
dhrp-95	42	10	significantly	significantly	ADV
dhrp-95	42	11	in	in	ADP
dhrp-95	42	12	lower	low	ADJ
dhrp-95	42	13	-	-	PUNCT
dhrp-95	42	14	resource	resource	NOUN
dhrp-95	42	15	settings	setting	NOUN
dhrp-95	42	16	and	and	CCONJ
dhrp-95	42	17	countries	country	NOUN
dhrp-95	42	18	with	with	ADP
dhrp-95	42	19	a	a	DET
dhrp-95	42	20	low	low	ADJ
dhrp-95	42	21	human	human	ADJ
dhrp-95	42	22	development	development	NOUN
dhrp-95	42	23	index	index	NOUN
dhrp-95	42	24	(	(	PUNCT
dhrp-95	42	25	hdi	hdi	PROPN
dhrp-95	42	26	)	)	PUNCT
dhrp-95	42	27	,	,	PUNCT
dhrp-95	42	28	while	while	SCONJ
dhrp-95	42	29	the	the	DET
dhrp-95	42	30	burden	burden	NOUN
dhrp-95	42	31	decreases	decrease	VERB
dhrp-95	42	32	with	with	ADP
dhrp-95	42	33	higher	high	ADJ
dhrp-95	42	34	national	national	ADJ
dhrp-95	42	35	hdi	hdi	PROPN
dhrp-95	42	36	levels	level	NOUN
dhrp-95	42	37	(	(	PUNCT
dhrp-95	42	38	15	15	NUM
dhrp-95	42	39	)	)	PUNCT
dhrp-95	42	40	.	.	PUNCT
dhrp-95	43	1	in	in	ADP
dhrp-95	43	2	many	many	ADJ
dhrp-95	43	3	high	high	ADJ
dhrp-95	43	4	-	-	PUNCT
dhrp-95	43	5	income	income	NOUN
dhrp-95	43	6	countries	country	NOUN
dhrp-95	43	7	(	(	PUNCT
dhrp-95	43	8	hics	hics	PROPN
dhrp-95	43	9	)	)	PUNCT
dhrp-95	43	10	,	,	PUNCT
dhrp-95	43	11	cancer	cancer	NOUN
dhrp-95	43	12	-	-	PUNCT
dhrp-95	43	13	screening	screen	VERB
dhrp-95	43	14	programs	program	NOUN
dhrp-95	43	15	like	like	ADP
dhrp-95	43	16	mammography	mammography	NOUN
dhrp-95	43	17	for	for	ADP
dhrp-95	43	18	breast	breast	NOUN
dhrp-95	43	19	cancer	cancer	NOUN
dhrp-95	43	20	,	,	PUNCT
dhrp-95	43	21	low	low	ADJ
dhrp-95	43	22	-	-	PUNCT
dhrp-95	43	23	dose	dose	NOUN
dhrp-95	43	24	ct	ct	NUM
dhrp-95	43	25	scan	scan	NOUN
dhrp-95	43	26	for	for	ADP
dhrp-95	43	27	lung	lung	NOUN
dhrp-95	43	28	cancer	cancer	NOUN
dhrp-95	43	29	and	and	CCONJ
dhrp-95	43	30	colonoscopy	colonoscopy	NOUN
dhrp-95	43	31	for	for	ADP
dhrp-95	43	32	colorectal	colorectal	ADJ
dhrp-95	43	33	cancer	cancer	NOUN
dhrp-95	43	34	are	be	AUX
dhrp-95	43	35	challenging	challenge	VERB
dhrp-95	43	36	to	to	PART
dhrp-95	43	37	implement	implement	VERB
dhrp-95	43	38	in	in	ADP
dhrp-95	43	39	lowand	lowand	ADJ
dhrp-95	43	40	middleincome	middleincome	PROPN
dhrp-95	43	41	countries	country	NOUN
dhrp-95	43	42	(	(	PUNCT
dhrp-95	43	43	lmics	lmic	NOUN
dhrp-95	43	44	)	)	PUNCT
dhrp-95	43	45	due	due	ADP
dhrp-95	43	46	to	to	ADP
dhrp-95	43	47	limited	limited	ADJ
dhrp-95	43	48	resources	resource	NOUN
dhrp-95	43	49	and	and	CCONJ
dhrp-95	43	50	insufficient	insufficient	ADJ
dhrp-95	43	51	trained	train	VERB
dhrp-95	43	52	personnel	personnel	NOUN
dhrp-95	43	53	.	.	PUNCT
dhrp-95	44	1	this	this	PRON
dhrp-95	44	2	calls	call	VERB
dhrp-95	44	3	for	for	ADP
dhrp-95	44	4	the	the	DET
dhrp-95	44	5	development	development	NOUN
dhrp-95	44	6	of	of	ADP
dhrp-95	44	7	technology	technology	NOUN
dhrp-95	44	8	-	-	PUNCT
dhrp-95	44	9	driven	drive	VERB
dhrp-95	44	10	,	,	PUNCT
dhrp-95	44	11	cost	cost	NOUN
dhrp-95	44	12	-	-	PUNCT
dhrp-95	44	13	effective	effective	ADJ
dhrp-95	44	14	,	,	PUNCT
dhrp-95	44	15	and	and	CCONJ
dhrp-95	44	16	user	user	NOUN
dhrp-95	44	17	-	-	PUNCT
dhrp-95	44	18	friendly	friendly	ADJ
dhrp-95	44	19	point	point	NOUN
dhrp-95	44	20	-	-	PUNCT
dhrp-95	44	21	of	of	ADP
dhrp-95	44	22	-	-	PUNCT
dhrp-95	44	23	care	care	NOUN
dhrp-95	44	24	screening	screening	NOUN
dhrp-95	44	25	and	and	CCONJ
dhrp-95	44	26	diagnostic	diagnostic	ADJ
dhrp-95	44	27	tools	tool	NOUN
dhrp-95	44	28	(	(	PUNCT
dhrp-95	44	29	16	16	NUM
dhrp-95	44	30	)	)	PUNCT
dhrp-95	44	31	.	.	PUNCT
dhrp-95	45	1	cancer	cancer	NOUN
dhrp-95	45	2	immunotherapy	immunotherapy	NOUN
dhrp-95	45	3	is	be	AUX
dhrp-95	45	4	a	a	DET
dhrp-95	45	5	well	well	ADV
dhrp-95	45	6	-	-	PUNCT
dhrp-95	45	7	established	establish	VERB
dhrp-95	45	8	and	and	CCONJ
dhrp-95	45	9	crucially	crucially	ADV
dhrp-95	45	10	important	important	ADJ
dhrp-95	45	11	approach	approach	NOUN
dhrp-95	45	12	in	in	ADP
dhrp-95	45	13	the	the	DET
dhrp-95	45	14	treatment	treatment	NOUN
dhrp-95	45	15	of	of	ADP
dhrp-95	45	16	cancer	cancer	NOUN
dhrp-95	45	17	patients	patient	NOUN
dhrp-95	45	18	.	.	PUNCT
dhrp-95	46	1	over	over	ADP
dhrp-95	46	2	the	the	DET
dhrp-95	46	3	past	past	ADJ
dhrp-95	46	4	decade	decade	NOUN
dhrp-95	46	5	,	,	PUNCT
dhrp-95	46	6	therapeutic	therapeutic	ADJ
dhrp-95	46	7	advancements	advancement	NOUN
dhrp-95	46	8	in	in	ADP
dhrp-95	46	9	cancer	cancer	NOUN
dhrp-95	46	10	immunotherapy	immunotherapy	NOUN
dhrp-95	46	11	(	(	PUNCT
dhrp-95	46	12	cit	cit	PROPN
dhrp-95	46	13	)	)	PUNCT
dhrp-95	46	14	have	have	AUX
dhrp-95	46	15	swiftly	swiftly	ADV
dhrp-95	46	16	emerged	emerge	VERB
dhrp-95	46	17	,	,	PUNCT
dhrp-95	46	18	underscoring	underscore	VERB
dhrp-95	46	19	the	the	DET
dhrp-95	46	20	vital	vital	ADJ
dhrp-95	46	21	interplay	interplay	NOUN
dhrp-95	46	22	between	between	ADP
dhrp-95	46	23	the	the	DET
dhrp-95	46	24	human	human	ADJ
dhrp-95	46	25	immune	immune	ADJ
dhrp-95	46	26	system	system	NOUN
dhrp-95	46	27	and	and	CCONJ
dhrp-95	46	28	cancer	cancer	NOUN
dhrp-95	46	29	.	.	PUNCT
dhrp-95	47	1	however	however	ADV
dhrp-95	47	2	,	,	PUNCT
dhrp-95	47	3	it	it	PRON
dhrp-95	47	4	is	be	AUX
dhrp-95	47	5	essential	essential	ADJ
dhrp-95	47	6	to	to	PART
dhrp-95	47	7	acknowledge	acknowledge	VERB
dhrp-95	47	8	that	that	SCONJ
dhrp-95	47	9	only	only	ADV
dhrp-95	47	10	a	a	DET
dhrp-95	47	11	minority	minority	NOUN
dhrp-95	47	12	of	of	ADP
dhrp-95	47	13	patients	patient	NOUN
dhrp-95	47	14	experience	experience	VERB
dhrp-95	47	15	sustainable	sustainable	ADJ
dhrp-95	47	16	lifechanging	lifechanging	NOUN
dhrp-95	47	17	survival	survival	NOUN
dhrp-95	47	18	outcomes	outcome	NOUN
dhrp-95	47	19	.	.	PUNCT
dhrp-95	48	1	cancer	cancer	NOUN
dhrp-95	48	2	immunotherapy	immunotherapy	NOUN
dhrp-95	48	3	faces	face	VERB
dhrp-95	48	4	several	several	ADJ
dhrp-95	48	5	challenges	challenge	NOUN
dhrp-95	48	6	,	,	PUNCT
dhrp-95	48	7	including	include	VERB
dhrp-95	48	8	uncertainties	uncertainty	NOUN
dhrp-95	48	9	in	in	ADP
dhrp-95	48	10	effectively	effectively	ADV
dhrp-95	48	11	translating	translate	VERB
dhrp-95	48	12	preclinical	preclinical	ADJ
dhrp-95	48	13	findings	finding	NOUN
dhrp-95	48	14	into	into	ADP
dhrp-95	48	15	successful	successful	ADJ
dhrp-95	48	16	clinical	clinical	ADJ
dhrp-95	48	17	applications	application	NOUN
dhrp-95	48	18	and	and	CCONJ
dhrp-95	48	19	identifying	identify	VERB
dhrp-95	48	20	the	the	DET
dhrp-95	48	21	best	good	ADJ
dhrp-95	48	22	combinations	combination	NOUN
dhrp-95	48	23	of	of	ADP
dhrp-95	48	24	immune	immune	NOUN
dhrp-95	48	25	-	-	PUNCT
dhrp-95	48	26	based	base	VERB
dhrp-95	48	27	therapies	therapy	NOUN
dhrp-95	48	28	personalized	personalize	VERB
dhrp-95	48	29	to	to	ADP
dhrp-95	48	30	each	each	DET
dhrp-95	48	31	patient	patient	NOUN
dhrp-95	48	32	's	's	PART
dhrp-95	48	33	needs	need	NOUN
dhrp-95	48	34	(	(	PUNCT
dhrp-95	48	35	17	17	NUM
dhrp-95	48	36	)	)	PUNCT
dhrp-95	48	37	.	.	PUNCT
dhrp-95	49	1	additionally	additionally	ADV
dhrp-95	49	2	,	,	PUNCT
dhrp-95	49	3	special	special	ADJ
dhrp-95	49	4	edition	edition	NOUN
dhrp-95	49	5	:	:	PUNCT
dhrp-95	49	6	junior	junior	ADJ
dhrp-95	49	7	commentary	commentary	NOUN
dhrp-95	49	8	https://doi.org/10.47488/dhrp.v3is1.95	https://doi.org/10.47488/dhrp.v3is1.95	PROPN
dhrp-95	49	9	dhr	dhr	PROPN
dhrp-95	49	10	proceedings	proceeding	NOUN
dhrp-95	49	11	ǀ	ǀ	ADP
dhrp-95	49	12	http://dhrproceedings.org	http://dhrproceedings.org	PROPN
dhrp-95	49	13	3	3	NUM
dhrp-95	49	14	2023	2023	NUM
dhrp-95	49	15	,	,	PUNCT
dhrp-95	49	16	vol	vol	NOUN
dhrp-95	49	17	.	.	NOUN
dhrp-95	49	18	3	3	NUM
dhrp-95	49	19	no	no	NOUN
dhrp-95	49	20	.	.	PUNCT
dhrp-95	50	1	s1	s1	NOUN
dhrp-95	50	2	1	1	NUM
dhrp-95	50	3	-	-	NUM
dhrp-95	50	4	-10	-10	PUNCT
dhrp-95	50	5	despite	despite	SCONJ
dhrp-95	50	6	substantial	substantial	ADJ
dhrp-95	50	7	advancements	advancement	NOUN
dhrp-95	50	8	,	,	PUNCT
dhrp-95	50	9	small	small	ADJ
dhrp-95	50	10	-	-	PUNCT
dhrp-95	50	11	molecule	molecule	NOUN
dhrp-95	50	12	targeted	target	VERB
dhrp-95	50	13	anti	anti	ADJ
dhrp-95	50	14	-	-	ADJ
dhrp-95	50	15	cancer	cancer	ADJ
dhrp-95	50	16	drugs	drug	NOUN
dhrp-95	50	17	still	still	ADV
dhrp-95	50	18	confront	confront	VERB
dhrp-95	50	19	several	several	ADJ
dhrp-95	50	20	hurdles	hurdle	NOUN
dhrp-95	50	21	,	,	PUNCT
dhrp-95	50	22	such	such	ADJ
dhrp-95	50	23	as	as	ADP
dhrp-95	50	24	low	low	ADJ
dhrp-95	50	25	response	response	NOUN
dhrp-95	50	26	rates	rate	NOUN
dhrp-95	50	27	and	and	CCONJ
dhrp-95	50	28	the	the	DET
dhrp-95	50	29	development	development	NOUN
dhrp-95	50	30	of	of	ADP
dhrp-95	50	31	drug	drug	NOUN
dhrp-95	50	32	resistance	resistance	NOUN
dhrp-95	50	33	(	(	PUNCT
dhrp-95	50	34	18	18	NUM
dhrp-95	50	35	)	)	PUNCT
dhrp-95	50	36	.	.	PUNCT
dhrp-95	51	1	efforts	effort	NOUN
dhrp-95	51	2	to	to	PART
dhrp-95	51	3	address	address	VERB
dhrp-95	51	4	these	these	DET
dhrp-95	51	5	challenges	challenge	NOUN
dhrp-95	51	6	are	be	AUX
dhrp-95	51	7	critical	critical	ADJ
dhrp-95	51	8	to	to	PART
dhrp-95	51	9	further	far	ADV
dhrp-95	51	10	improve	improve	VERB
dhrp-95	51	11	cancer	cancer	NOUN
dhrp-95	51	12	treatment	treatment	NOUN
dhrp-95	51	13	outcomes	outcome	NOUN
dhrp-95	51	14	and	and	CCONJ
dhrp-95	51	15	advancing	advance	VERB
dhrp-95	51	16	the	the	DET
dhrp-95	51	17	frontier	frontier	NOUN
dhrp-95	51	18	of	of	ADP
dhrp-95	51	19	cancer	cancer	NOUN
dhrp-95	51	20	care	care	NOUN
dhrp-95	51	21	.	.	PUNCT
dhrp-95	52	1	these	these	DET
dhrp-95	52	2	challenges	challenge	NOUN
dhrp-95	52	3	really	really	ADV
dhrp-95	52	4	highlight	highlight	VERB
dhrp-95	52	5	the	the	DET
dhrp-95	52	6	urgent	urgent	ADJ
dhrp-95	52	7	need	need	NOUN
dhrp-95	52	8	for	for	ADP
dhrp-95	52	9	better	well	ADJ
dhrp-95	52	10	treatment	treatment	NOUN
dhrp-95	52	11	and	and	CCONJ
dhrp-95	52	12	prediction	prediction	NOUN
dhrp-95	52	13	methods	method	NOUN
dhrp-95	52	14	in	in	ADP
dhrp-95	52	15	cancer	cancer	NOUN
dhrp-95	52	16	care	care	NOUN
dhrp-95	52	17	.	.	PUNCT
dhrp-95	53	1	therefore	therefore	ADV
dhrp-95	53	2	,	,	PUNCT
dhrp-95	53	3	prioritizing	prioritize	VERB
dhrp-95	53	4	ai	ai	NOUN
dhrp-95	53	5	-	-	PUNCT
dhrp-95	53	6	driven	drive	VERB
dhrp-95	53	7	innovative	innovative	ADJ
dhrp-95	53	8	approaches	approach	NOUN
dhrp-95	53	9	in	in	ADP
dhrp-95	53	10	technology	technology	NOUN
dhrp-95	53	11	-	-	PUNCT
dhrp-95	53	12	based	base	VERB
dhrp-95	53	13	,	,	PUNCT
dhrp-95	53	14	costeffective	costeffective	ADJ
dhrp-95	53	15	,	,	PUNCT
dhrp-95	53	16	and	and	CCONJ
dhrp-95	53	17	user	user	NOUN
dhrp-95	53	18	-	-	PUNCT
dhrp-95	53	19	friendly	friendly	ADJ
dhrp-95	53	20	point	point	NOUN
dhrp-95	53	21	-	-	PUNCT
dhrp-95	53	22	of	of	ADP
dhrp-95	53	23	-	-	PUNCT
dhrp-95	53	24	care	care	NOUN
dhrp-95	53	25	screening	screening	NOUN
dhrp-95	53	26	and	and	CCONJ
dhrp-95	53	27	diagnostics	diagnostic	NOUN
dhrp-95	53	28	can	can	AUX
dhrp-95	53	29	bridge	bridge	VERB
dhrp-95	53	30	cancer	cancer	NOUN
dhrp-95	53	31	care	care	NOUN
dhrp-95	53	32	gaps	gap	VERB
dhrp-95	53	33	globally	globally	ADV
dhrp-95	53	34	.	.	PUNCT
dhrp-95	54	1	addressing	address	VERB
dhrp-95	54	2	disparities	disparity	NOUN
dhrp-95	54	3	and	and	CCONJ
dhrp-95	54	4	strategic	strategic	ADJ
dhrp-95	54	5	healthcare	healthcare	NOUN
dhrp-95	54	6	resource	resource	NOUN
dhrp-95	54	7	allocation	allocation	NOUN
dhrp-95	54	8	are	be	AUX
dhrp-95	54	9	essential	essential	ADJ
dhrp-95	54	10	in	in	ADP
dhrp-95	54	11	combating	combat	VERB
dhrp-95	54	12	the	the	DET
dhrp-95	54	13	growing	grow	VERB
dhrp-95	54	14	burden	burden	NOUN
dhrp-95	54	15	in	in	ADP
dhrp-95	54	16	vulnerable	vulnerable	ADJ
dhrp-95	54	17	regions	region	NOUN
dhrp-95	54	18	.	.	PUNCT
dhrp-95	55	1	role	role	NOUN
dhrp-95	55	2	of	of	ADP
dhrp-95	55	3	artificial	artificial	ADJ
dhrp-95	55	4	intelligence	intelligence	NOUN
dhrp-95	55	5	in	in	ADP
dhrp-95	55	6	cancer	cancer	NOUN
dhrp-95	55	7	care	care	VERB
dhrp-95	55	8	the	the	DET
dhrp-95	55	9	potential	potential	NOUN
dhrp-95	55	10	of	of	ADP
dhrp-95	55	11	ai	ai	PROPN
dhrp-95	55	12	applications	application	NOUN
dhrp-95	55	13	is	be	AUX
dhrp-95	55	14	immense	immense	ADJ
dhrp-95	55	15	,	,	PUNCT
dhrp-95	55	16	as	as	SCONJ
dhrp-95	55	17	they	they	PRON
dhrp-95	55	18	can	can	AUX
dhrp-95	55	19	enhance	enhance	VERB
dhrp-95	55	20	clinician	clinician	ADJ
dhrp-95	55	21	decision	decision	NOUN
dhrp-95	55	22	-	-	PUNCT
dhrp-95	55	23	making	making	NOUN
dhrp-95	55	24	,	,	PUNCT
dhrp-95	55	25	optimize	optimize	VERB
dhrp-95	55	26	clinical	clinical	ADJ
dhrp-95	55	27	care	care	NOUN
dhrp-95	55	28	processes	process	NOUN
dhrp-95	55	29	,	,	PUNCT
dhrp-95	55	30	improve	improve	VERB
dhrp-95	55	31	patient	patient	ADJ
dhrp-95	55	32	outcomes	outcome	NOUN
dhrp-95	55	33	,	,	PUNCT
dhrp-95	55	34	and	and	CCONJ
dhrp-95	55	35	lead	lead	VERB
dhrp-95	55	36	to	to	ADP
dhrp-95	55	37	reduced	reduce	VERB
dhrp-95	55	38	healthcare	healthcare	NOUN
dhrp-95	55	39	costs	cost	NOUN
dhrp-95	55	40	(	(	PUNCT
dhrp-95	55	41	19	19	NUM
dhrp-95	55	42	)	)	PUNCT
dhrp-95	55	43	.	.	PUNCT
dhrp-95	56	1	the	the	DET
dhrp-95	56	2	rapid	rapid	ADJ
dhrp-95	56	3	expansion	expansion	NOUN
dhrp-95	56	4	of	of	ADP
dhrp-95	56	5	artificial	artificial	ADJ
dhrp-95	56	6	intelligence	intelligence	NOUN
dhrp-95	56	7	(	(	PUNCT
dhrp-95	56	8	ai	ai	NOUN
dhrp-95	56	9	)	)	PUNCT
dhrp-95	56	10	within	within	ADP
dhrp-95	56	11	the	the	DET
dhrp-95	56	12	healthcare	healthcare	NOUN
dhrp-95	56	13	sector	sector	NOUN
dhrp-95	56	14	has	have	AUX
dhrp-95	56	15	been	be	AUX
dhrp-95	56	16	remarkable	remarkable	ADJ
dhrp-95	56	17	over	over	ADP
dhrp-95	56	18	the	the	DET
dhrp-95	56	19	past	past	ADJ
dhrp-95	56	20	decade	decade	NOUN
dhrp-95	56	21	.	.	PUNCT
dhrp-95	57	1	ai	ai	VERB
dhrp-95	57	2	applications	application	NOUN
dhrp-95	57	3	have	have	AUX
dhrp-95	57	4	demonstrated	demonstrate	VERB
dhrp-95	57	5	their	their	PRON
dhrp-95	57	6	potential	potential	NOUN
dhrp-95	57	7	in	in	ADP
dhrp-95	57	8	transforming	transform	VERB
dhrp-95	57	9	healthcare	healthcare	NOUN
dhrp-95	57	10	by	by	ADP
dhrp-95	57	11	leveraging	leverage	VERB
dhrp-95	57	12	clinical	clinical	ADJ
dhrp-95	57	13	data	datum	NOUN
dhrp-95	57	14	to	to	PART
dhrp-95	57	15	uncover	uncover	VERB
dhrp-95	57	16	valuable	valuable	ADJ
dhrp-95	57	17	information	information	NOUN
dhrp-95	57	18	(	(	PUNCT
dhrp-95	57	19	figure	figure	NOUN
dhrp-95	57	20	2	2	NUM
dhrp-95	57	21	)	)	PUNCT
dhrp-95	57	22	.	.	PUNCT
dhrp-95	58	1	through	through	ADP
dhrp-95	58	2	aiding	aid	VERB
dhrp-95	58	3	healthcare	healthcare	NOUN
dhrp-95	58	4	providers	provider	NOUN
dhrp-95	58	5	in	in	ADP
dhrp-95	58	6	various	various	ADJ
dhrp-95	58	7	critical	critical	ADJ
dhrp-95	58	8	tasks	task	NOUN
dhrp-95	58	9	,	,	PUNCT
dhrp-95	58	10	such	such	ADJ
dhrp-95	58	11	as	as	ADP
dhrp-95	58	12	disease	disease	NOUN
dhrp-95	58	13	diagnosis	diagnosis	NOUN
dhrp-95	58	14	,	,	PUNCT
dhrp-95	58	15	patient	patient	NOUN
dhrp-95	58	16	triage	triage	NOUN
dhrp-95	58	17	,	,	PUNCT
dhrp-95	58	18	risk	risk	NOUN
dhrp-95	58	19	analysis	analysis	NOUN
dhrp-95	58	20	,	,	PUNCT
dhrp-95	58	21	and	and	CCONJ
dhrp-95	58	22	surgical	surgical	ADJ
dhrp-95	58	23	procedures	procedure	NOUN
dhrp-95	58	24	,	,	PUNCT
dhrp-95	58	25	ai	ai	VERB
dhrp-95	58	26	has	have	AUX
dhrp-95	58	27	become	become	VERB
dhrp-95	58	28	an	an	DET
dhrp-95	58	29	indispensable	indispensable	ADJ
dhrp-95	58	30	tool	tool	NOUN
dhrp-95	58	31	in	in	ADP
dhrp-95	58	32	enhancing	enhance	VERB
dhrp-95	58	33	overall	overall	ADJ
dhrp-95	58	34	clinical	clinical	ADJ
dhrp-95	58	35	care	care	NOUN
dhrp-95	58	36	and	and	CCONJ
dhrp-95	58	37	patient	patient	ADJ
dhrp-95	58	38	outcomes	outcome	NOUN
dhrp-95	58	39	(	(	PUNCT
dhrp-95	58	40	20	20	NUM
dhrp-95	58	41	)	)	PUNCT
dhrp-95	58	42	.	.	PUNCT
dhrp-95	59	1	ai	ai	PROPN
dhrp-95	59	2	has	have	AUX
dhrp-95	59	3	achieved	achieve	VERB
dhrp-95	59	4	prominence	prominence	NOUN
dhrp-95	59	5	as	as	ADP
dhrp-95	59	6	a	a	DET
dhrp-95	59	7	widely	widely	ADV
dhrp-95	59	8	adopted	adopt	VERB
dhrp-95	59	9	technology	technology	NOUN
dhrp-95	59	10	with	with	ADP
dhrp-95	59	11	a	a	DET
dhrp-95	59	12	diverse	diverse	ADJ
dhrp-95	59	13	array	array	NOUN
dhrp-95	59	14	of	of	ADP
dhrp-95	59	15	multifaceted	multifaceted	ADJ
dhrp-95	59	16	applications	application	NOUN
dhrp-95	59	17	across	across	ADP
dhrp-95	59	18	various	various	ADJ
dhrp-95	59	19	fields	field	NOUN
dhrp-95	59	20	–	–	PUNCT
dhrp-95	59	21	which	which	PRON
dhrp-95	59	22	will	will	AUX
dhrp-95	59	23	be	be	AUX
dhrp-95	59	24	gone	go	VERB
dhrp-95	59	25	over	over	ADP
dhrp-95	59	26	in	in	ADP
dhrp-95	59	27	the	the	DET
dhrp-95	59	28	following	follow	VERB
dhrp-95	59	29	paragraphs	paragraph	NOUN
dhrp-95	59	30	.	.	PUNCT
dhrp-95	60	1	ai	ai	VERB
dhrp-95	60	2	has	have	AUX
dhrp-95	60	3	rapidly	rapidly	ADV
dhrp-95	60	4	become	become	VERB
dhrp-95	60	5	an	an	DET
dhrp-95	60	6	integral	integral	ADJ
dhrp-95	60	7	component	component	NOUN
dhrp-95	60	8	in	in	ADP
dhrp-95	60	9	various	various	ADJ
dhrp-95	60	10	healthcare	healthcare	NOUN
dhrp-95	60	11	applications	application	NOUN
dhrp-95	60	12	,	,	PUNCT
dhrp-95	60	13	spanning	span	VERB
dhrp-95	60	14	drug	drug	NOUN
dhrp-95	60	15	discovery	discovery	NOUN
dhrp-95	60	16	,	,	PUNCT
dhrp-95	60	17	remote	remote	ADJ
dhrp-95	60	18	patient	patient	ADJ
dhrp-95	60	19	monitoring	monitoring	NOUN
dhrp-95	60	20	,	,	PUNCT
dhrp-95	60	21	medical	medical	ADJ
dhrp-95	60	22	diagnostics	diagnostic	NOUN
dhrp-95	60	23	and	and	CCONJ
dhrp-95	60	24	imaging	imaging	NOUN
dhrp-95	60	25	,	,	PUNCT
dhrp-95	60	26	risk	risk	NOUN
dhrp-95	60	27	management	management	NOUN
dhrp-95	60	28	,	,	PUNCT
dhrp-95	60	29	wearables	wearable	NOUN
dhrp-95	60	30	,	,	PUNCT
dhrp-95	60	31	virtual	virtual	ADJ
dhrp-95	60	32	assistants	assistant	NOUN
dhrp-95	60	33	,	,	PUNCT
dhrp-95	60	34	and	and	CCONJ
dhrp-95	60	35	hospital	hospital	NOUN
dhrp-95	60	36	management	management	NOUN
dhrp-95	60	37	(	(	PUNCT
dhrp-95	60	38	21	21	NUM
dhrp-95	60	39	)	)	PUNCT
dhrp-95	60	40	.	.	PUNCT
dhrp-95	61	1	its	its	PRON
dhrp-95	61	2	diverse	diverse	ADJ
dhrp-95	61	3	and	and	CCONJ
dhrp-95	61	4	everexpanding	everexpande	VERB
dhrp-95	61	5	utilization	utilization	NOUN
dhrp-95	61	6	in	in	ADP
dhrp-95	61	7	these	these	DET
dhrp-95	61	8	areas	area	NOUN
dhrp-95	61	9	showcases	showcase	VERB
dhrp-95	61	10	the	the	DET
dhrp-95	61	11	transformative	transformative	ADJ
dhrp-95	61	12	potential	potential	NOUN
dhrp-95	61	13	of	of	ADP
dhrp-95	61	14	ai	ai	PRON
dhrp-95	61	15	technology	technology	NOUN
dhrp-95	61	16	in	in	ADP
dhrp-95	61	17	revolutionizing	revolutionize	VERB
dhrp-95	61	18	the	the	DET
dhrp-95	61	19	healthcare	healthcare	NOUN
dhrp-95	61	20	landscape	landscape	NOUN
dhrp-95	61	21	.	.	PUNCT
dhrp-95	62	1	as	as	SCONJ
dhrp-95	62	2	ai	ai	PROPN
dhrp-95	62	3	continues	continue	VERB
dhrp-95	62	4	to	to	PART
dhrp-95	62	5	evolve	evolve	VERB
dhrp-95	62	6	and	and	CCONJ
dhrp-95	62	7	intertwine	intertwine	VERB
dhrp-95	62	8	with	with	ADP
dhrp-95	62	9	healthcare	healthcare	NOUN
dhrp-95	62	10	practices	practice	NOUN
dhrp-95	62	11	,	,	PUNCT
dhrp-95	62	12	it	it	PRON
dhrp-95	62	13	holds	hold	VERB
dhrp-95	62	14	the	the	DET
dhrp-95	62	15	promise	promise	NOUN
dhrp-95	62	16	of	of	ADP
dhrp-95	62	17	enhancing	enhance	VERB
dhrp-95	62	18	efficiency	efficiency	NOUN
dhrp-95	62	19	,	,	PUNCT
dhrp-95	62	20	accuracy	accuracy	NOUN
dhrp-95	62	21	,	,	PUNCT
dhrp-95	62	22	and	and	CCONJ
dhrp-95	62	23	overall	overall	ADJ
dhrp-95	62	24	patient	patient	ADJ
dhrp-95	62	25	care	care	NOUN
dhrp-95	62	26	,	,	PUNCT
dhrp-95	62	27	ushering	usher	VERB
dhrp-95	62	28	in	in	ADP
dhrp-95	62	29	a	a	DET
dhrp-95	62	30	new	new	ADJ
dhrp-95	62	31	era	era	NOUN
dhrp-95	62	32	of	of	ADP
dhrp-95	62	33	medical	medical	ADJ
dhrp-95	62	34	innovation	innovation	NOUN
dhrp-95	62	35	.	.	PUNCT
dhrp-95	63	1	figure	figure	VERB
dhrp-95	63	2	2	2	NUM
dhrp-95	63	3	:	:	PUNCT
dhrp-95	63	4	applications	application	NOUN
dhrp-95	63	5	of	of	ADP
dhrp-95	63	6	ai	ai	NOUN
dhrp-95	63	7	in	in	ADP
dhrp-95	63	8	oncology	oncology	NOUN
dhrp-95	63	9	to	to	PART
dhrp-95	63	10	solve	solve	VERB
dhrp-95	63	11	healthcare	healthcare	NOUN
dhrp-95	63	12	issues	issue	NOUN
dhrp-95	63	13	and	and	CCONJ
dhrp-95	63	14	predict	predict	VERB
dhrp-95	63	15	optimal	optimal	ADJ
dhrp-95	63	16	treatment	treatment	NOUN
dhrp-95	63	17	outcomes	outcome	NOUN
dhrp-95	63	18	.	.	PUNCT
dhrp-95	64	1	created	create	VERB
dhrp-95	64	2	with	with	ADP
dhrp-95	64	3	biorender.com	biorender.com	X
dhrp-95	64	4	cancer	cancer	NOUN
dhrp-95	64	5	imaging	imaging	NOUN
dhrp-95	64	6	and	and	CCONJ
dhrp-95	64	7	diagnosis	diagnosis	NOUN
dhrp-95	64	8	ai	ai	VERB
dhrp-95	64	9	's	's	PART
dhrp-95	64	10	remarkable	remarkable	ADJ
dhrp-95	64	11	ability	ability	NOUN
dhrp-95	64	12	to	to	PART
dhrp-95	64	13	identify	identify	VERB
dhrp-95	64	14	intricate	intricate	ADJ
dhrp-95	64	15	patterns	pattern	NOUN
dhrp-95	64	16	in	in	ADP
dhrp-95	64	17	medical	medical	ADJ
dhrp-95	64	18	images	image	NOUN
dhrp-95	64	19	revolutionizes	revolutionize	VERB
dhrp-95	64	20	image	image	NOUN
dhrp-95	64	21	interpretation	interpretation	NOUN
dhrp-95	64	22	,	,	PUNCT
dhrp-95	64	23	making	make	VERB
dhrp-95	64	24	it	it	PRON
dhrp-95	64	25	a	a	DET
dhrp-95	64	26	quantifiable	quantifiable	ADJ
dhrp-95	64	27	and	and	CCONJ
dhrp-95	64	28	reproducible	reproducible	ADJ
dhrp-95	64	29	process	process	NOUN
dhrp-95	64	30	.	.	PUNCT
dhrp-95	65	1	additionally	additionally	ADV
dhrp-95	65	2	,	,	PUNCT
dhrp-95	65	3	ai	ai	VERB
dhrp-95	65	4	uncovers	uncover	NOUN
dhrp-95	65	5	information	information	NOUN
dhrp-95	65	6	imperceptible	imperceptible	ADJ
dhrp-95	65	7	to	to	ADP
dhrp-95	65	8	human	human	ADJ
dhrp-95	65	9	eyes	eye	NOUN
dhrp-95	65	10	,	,	PUNCT
dhrp-95	65	11	enhancing	enhance	VERB
dhrp-95	65	12	clinical	clinical	ADJ
dhrp-95	65	13	decision	decision	NOUN
dhrp-95	65	14	-	-	PUNCT
dhrp-95	65	15	making	making	NOUN
dhrp-95	65	16	(	(	PUNCT
dhrp-95	65	17	22	22	NUM
dhrp-95	65	18	)	)	PUNCT
dhrp-95	65	19	.	.	PUNCT
dhrp-95	66	1	conventional	conventional	ADJ
dhrp-95	66	2	machine	machine	NOUN
dhrp-95	66	3	learning	learning	NOUN
dhrp-95	66	4	and	and	CCONJ
dhrp-95	66	5	deep	deep	ADJ
dhrp-95	66	6	learning	learning	NOUN
dhrp-95	66	7	techniques	technique	NOUN
dhrp-95	66	8	are	be	AUX
dhrp-95	66	9	used	use	VERB
dhrp-95	66	10	for	for	ADP
dhrp-95	66	11	lesion	lesion	NOUN
dhrp-95	66	12	detection	detection	NOUN
dhrp-95	66	13	and	and	CCONJ
dhrp-95	66	14	classification	classification	NOUN
dhrp-95	66	15	,	,	PUNCT
dhrp-95	66	16	aiming	aim	VERB
dhrp-95	66	17	to	to	PART
dhrp-95	66	18	reduce	reduce	VERB
dhrp-95	66	19	reading	reading	NOUN
dhrp-95	66	20	time	time	NOUN
dhrp-95	66	21	and	and	CCONJ
dhrp-95	66	22	enhance	enhance	VERB
dhrp-95	66	23	accuracy	accuracy	NOUN
dhrp-95	66	24	in	in	ADP
dhrp-95	66	25	differentiating	differentiate	VERB
dhrp-95	66	26	between	between	ADP
dhrp-95	66	27	benign	benign	ADJ
dhrp-95	66	28	and	and	CCONJ
dhrp-95	66	29	malignant	malignant	ADJ
dhrp-95	66	30	cases	case	NOUN
dhrp-95	66	31	(	(	PUNCT
dhrp-95	66	32	23	23	NUM
dhrp-95	66	33	)	)	PUNCT
dhrp-95	66	34	.	.	PUNCT
dhrp-95	67	1	by	by	ADP
dhrp-95	67	2	integrating	integrate	VERB
dhrp-95	67	3	diverse	diverse	ADJ
dhrp-95	67	4	data	datum	NOUN
dhrp-95	67	5	streams	stream	NOUN
dhrp-95	67	6	,	,	PUNCT
dhrp-95	67	7	including	include	VERB
dhrp-95	67	8	radiographic	radiographic	ADJ
dhrp-95	67	9	images	image	NOUN
dhrp-95	67	10	,	,	PUNCT
dhrp-95	67	11	genomics	genomics	NOUN
dhrp-95	67	12	,	,	PUNCT
dhrp-95	67	13	pathology	pathology	NOUN
dhrp-95	67	14	,	,	PUNCT
dhrp-95	67	15	electronic	electronic	ADJ
dhrp-95	67	16	health	health	NOUN
dhrp-95	67	17	records	record	NOUN
dhrp-95	67	18	,	,	PUNCT
dhrp-95	67	19	and	and	CCONJ
dhrp-95	67	20	social	social	ADJ
dhrp-95	67	21	networks	network	NOUN
dhrp-95	67	22	,	,	PUNCT
dhrp-95	67	23	ai	ai	VERB
dhrp-95	67	24	empowers	empower	NOUN
dhrp-95	67	25	the	the	DET
dhrp-95	67	26	development	development	NOUN
dhrp-95	67	27	of	of	ADP
dhrp-95	67	28	powerful	powerful	ADJ
dhrp-95	67	29	diagnostic	diagnostic	ADJ
dhrp-95	67	30	systems	system	NOUN
dhrp-95	67	31	with	with	ADP
dhrp-95	67	32	farreaching	farreache	VERB
dhrp-95	67	33	potential	potential	NOUN
dhrp-95	67	34	.	.	PUNCT
dhrp-95	68	1	advancements	advancement	NOUN
dhrp-95	68	2	in	in	ADP
dhrp-95	68	3	computer	computer	NOUN
dhrp-95	68	4	programs	program	NOUN
dhrp-95	68	5	have	have	AUX
dhrp-95	68	6	led	lead	VERB
dhrp-95	68	7	to	to	ADP
dhrp-95	68	8	the	the	DET
dhrp-95	68	9	development	development	NOUN
dhrp-95	68	10	and	and	CCONJ
dhrp-95	68	11	approval	approval	NOUN
dhrp-95	68	12	of	of	ADP
dhrp-95	68	13	clinical	clinical	ADJ
dhrp-95	68	14	tools	tool	NOUN
dhrp-95	68	15	such	such	ADJ
dhrp-95	68	16	as	as	ADP
dhrp-95	68	17	computer	computer	NOUN
dhrp-95	68	18	-	-	PUNCT
dhrp-95	68	19	aided	aid	VERB
dhrp-95	68	20	detection	detection	NOUN
dhrp-95	68	21	(	(	PUNCT
dhrp-95	68	22	cad	cad	NOUN
dhrp-95	68	23	)	)	PUNCT
dhrp-95	68	24	or	or	CCONJ
dhrp-95	68	25	computer	computer	NOUN
dhrp-95	68	26	-	-	PUNCT
dhrp-95	68	27	assisted	assist	VERB
dhrp-95	68	28	detection	detection	NOUN
dhrp-95	68	29	,	,	PUNCT
dhrp-95	68	30	assisting	assist	VERB
dhrp-95	68	31	radiologists	radiologist	NOUN
dhrp-95	68	32	in	in	ADP
dhrp-95	68	33	detecting	detect	VERB
dhrp-95	68	34	potential	potential	ADJ
dhrp-95	68	35	abnormalities	abnormality	NOUN
dhrp-95	68	36	on	on	ADP
dhrp-95	68	37	diagnostic	diagnostic	ADJ
dhrp-95	68	38	radiology	radiology	NOUN
dhrp-95	68	39	exams	exam	NOUN
dhrp-95	68	40	,	,	PUNCT
dhrp-95	68	41	thereby	thereby	ADV
dhrp-95	68	42	reducing	reduce	VERB
dhrp-95	68	43	false	false	ADJ
dhrp-95	68	44	negative	negative	ADJ
dhrp-95	68	45	rates	rate	NOUN
dhrp-95	68	46	(	(	PUNCT
dhrp-95	68	47	24	24	NUM
dhrp-95	68	48	)	)	PUNCT
dhrp-95	68	49	.	.	PUNCT
dhrp-95	69	1	by	by	ADP
dhrp-95	69	2	incorporating	incorporate	VERB
dhrp-95	69	3	cad	cad	NOUN
dhrp-95	69	4	into	into	ADP
dhrp-95	69	5	clinical	clinical	ADJ
dhrp-95	69	6	practice	practice	NOUN
dhrp-95	69	7	,	,	PUNCT
dhrp-95	69	8	the	the	DET
dhrp-95	69	9	accuracy	accuracy	NOUN
dhrp-95	69	10	and	and	CCONJ
dhrp-95	69	11	reliability	reliability	NOUN
dhrp-95	69	12	of	of	ADP
dhrp-95	69	13	diagnostic	diagnostic	ADJ
dhrp-95	69	14	radiology	radiology	NOUN
dhrp-95	69	15	are	be	AUX
dhrp-95	69	16	enhanced	enhance	VERB
dhrp-95	69	17	,	,	PUNCT
dhrp-95	69	18	leading	lead	VERB
dhrp-95	69	19	to	to	ADP
dhrp-95	69	20	improved	improve	VERB
dhrp-95	69	21	patient	patient	ADJ
dhrp-95	69	22	outcomes	outcome	NOUN
dhrp-95	69	23	and	and	CCONJ
dhrp-95	69	24	more	more	ADV
dhrp-95	69	25	effective	effective	ADJ
dhrp-95	69	26	care	care	NOUN
dhrp-95	69	27	.	.	PUNCT
dhrp-95	70	1	radiology	radiology	NOUN
dhrp-95	70	2	traditionally	traditionally	ADV
dhrp-95	70	3	relies	rely	VERB
dhrp-95	70	4	on	on	ADP
dhrp-95	70	5	skilled	skilled	ADJ
dhrp-95	70	6	physicians	physician	NOUN
dhrp-95	70	7	'	'	PART
dhrp-95	70	8	visual	visual	ADJ
dhrp-95	70	9	assessments	assessment	NOUN
dhrp-95	70	10	,	,	PUNCT
dhrp-95	70	11	but	but	CCONJ
dhrp-95	70	12	this	this	DET
dhrp-95	70	13	approach	approach	NOUN
dhrp-95	70	14	can	can	AUX
dhrp-95	70	15	be	be	AUX
dhrp-95	70	16	subjective	subjective	ADJ
dhrp-95	70	17	,	,	PUNCT
dhrp-95	70	18	influenced	influence	VERB
dhrp-95	70	19	by	by	ADP
dhrp-95	70	20	their	their	PRON
dhrp-95	70	21	education	education	NOUN
dhrp-95	70	22	and	and	CCONJ
dhrp-95	70	23	experience	experience	NOUN
dhrp-95	70	24	.	.	PUNCT
dhrp-95	71	1	in	in	ADP
dhrp-95	71	2	contrast	contrast	NOUN
dhrp-95	71	3	,	,	PUNCT
dhrp-95	71	4	ai	ai	VERB
dhrp-95	71	5	excels	excel	NOUN
dhrp-95	71	6	in	in	ADP
dhrp-95	71	7	recognizing	recognize	VERB
dhrp-95	71	8	intricate	intricate	ADJ
dhrp-95	71	9	patterns	pattern	NOUN
dhrp-95	71	10	within	within	ADP
dhrp-95	71	11	imaging	imaging	NOUN
dhrp-95	71	12	data	datum	NOUN
dhrp-95	71	13	,	,	PUNCT
dhrp-95	71	14	enabling	enable	VERB
dhrp-95	71	15	an	an	DET
dhrp-95	71	16	objective	objective	NOUN
dhrp-95	71	17	and	and	CCONJ
dhrp-95	71	18	automated	automate	VERB
dhrp-95	71	19	quantitative	quantitative	ADJ
dhrp-95	71	20	assessment	assessment	NOUN
dhrp-95	71	21	(	(	PUNCT
dhrp-95	71	22	21	21	NUM
dhrp-95	71	23	)	)	PUNCT
dhrp-95	71	24	.	.	PUNCT
dhrp-95	72	1	integrating	integrate	VERB
dhrp-95	72	2	ai	ai	VERB
dhrp-95	72	3	as	as	SCONJ
dhrp-95	72	4	a	a	DET
dhrp-95	72	5	supportive	supportive	ADJ
dhrp-95	72	6	tool	tool	NOUN
dhrp-95	72	7	enhances	enhance	VERB
dhrp-95	72	8	radiology	radiology	NOUN
dhrp-95	72	9	assessments	assessment	NOUN
dhrp-95	72	10	,	,	PUNCT
dhrp-95	72	11	advancing	advance	VERB
dhrp-95	72	12	patient	patient	ADJ
dhrp-95	72	13	care	care	NOUN
dhrp-95	72	14	and	and	CCONJ
dhrp-95	72	15	outcomes	outcome	NOUN
dhrp-95	72	16	.	.	PUNCT
dhrp-95	73	1	this	this	DET
dhrp-95	73	2	collaborative	collaborative	ADJ
dhrp-95	73	3	approach	approach	NOUN
dhrp-95	73	4	,	,	PUNCT
dhrp-95	73	5	combining	combine	VERB
dhrp-95	73	6	human	human	ADJ
dhrp-95	73	7	expertise	expertise	NOUN
dhrp-95	73	8	and	and	CCONJ
dhrp-95	73	9	ai	ai	AUX
dhrp-95	73	10	-	-	PUNCT
dhrp-95	73	11	driven	drive	VERB
dhrp-95	73	12	precision	precision	NOUN
dhrp-95	73	13	,	,	PUNCT
dhrp-95	73	14	elevates	elevate	VERB
dhrp-95	73	15	radiological	radiological	ADJ
dhrp-95	73	16	practices	practice	NOUN
dhrp-95	73	17	to	to	ADP
dhrp-95	73	18	new	new	ADJ
dhrp-95	73	19	heights	height	NOUN
dhrp-95	73	20	of	of	ADP
dhrp-95	73	21	efficiency	efficiency	NOUN
dhrp-95	73	22	and	and	CCONJ
dhrp-95	73	23	effectiveness	effectiveness	NOUN
dhrp-95	73	24	(	(	PUNCT
dhrp-95	73	25	25	25	NUM
dhrp-95	73	26	)	)	PUNCT
dhrp-95	73	27	.	.	PUNCT
dhrp-95	74	1	as	as	SCONJ
dhrp-95	74	2	ai	ai	PROPN
dhrp-95	74	3	continues	continue	VERB
dhrp-95	74	4	to	to	PART
dhrp-95	74	5	evolve	evolve	VERB
dhrp-95	74	6	in	in	ADP
dhrp-95	74	7	radiology	radiology	NOUN
dhrp-95	74	8	,	,	PUNCT
dhrp-95	74	9	its	its	PRON
dhrp-95	74	10	role	role	NOUN
dhrp-95	74	11	as	as	ADP
dhrp-95	74	12	an	an	DET
dhrp-95	74	13	invaluable	invaluable	ADJ
dhrp-95	74	14	ally	ally	NOUN
dhrp-95	74	15	in	in	ADP
dhrp-95	74	16	disease	disease	NOUN
dhrp-95	74	17	detection	detection	NOUN
dhrp-95	74	18	,	,	PUNCT
dhrp-95	74	19	characterization	characterization	NOUN
dhrp-95	74	20	,	,	PUNCT
dhrp-95	74	21	and	and	CCONJ
dhrp-95	74	22	monitoring	monitoring	NOUN
dhrp-95	74	23	becomes	become	VERB
dhrp-95	74	24	increasingly	increasingly	ADV
dhrp-95	74	25	evident	evident	ADJ
dhrp-95	74	26	,	,	PUNCT
dhrp-95	74	27	promising	promise	VERB
dhrp-95	74	28	a	a	DET
dhrp-95	74	29	future	future	NOUN
dhrp-95	74	30	of	of	ADP
dhrp-95	74	31	special	special	ADJ
dhrp-95	74	32	edition	edition	NOUN
dhrp-95	74	33	:	:	PUNCT
dhrp-95	74	34	junior	junior	ADJ
dhrp-95	74	35	commentary	commentary	NOUN
dhrp-95	74	36	https://doi.org/10.47488/dhrp.v3is1.95	https://doi.org/10.47488/dhrp.v3is1.95	PROPN
dhrp-95	74	37	dhr	dhr	PROPN
dhrp-95	74	38	proceedings	proceeding	NOUN
dhrp-95	74	39	ǀ	ǀ	X
dhrp-95	74	40	http://dhrproceedings.org	http://dhrproceedings.org	PROPN
dhrp-95	74	41	4	4	NUM
dhrp-95	74	42	2023	2023	NUM
dhrp-95	74	43	,	,	PUNCT
dhrp-95	74	44	vol	vol	NOUN
dhrp-95	74	45	.	.	NOUN
dhrp-95	74	46	3	3	NUM
dhrp-95	74	47	no	no	NOUN
dhrp-95	74	48	.	.	PUNCT
dhrp-95	75	1	s1	s1	NOUN
dhrp-95	75	2	1	1	NUM
dhrp-95	75	3	-	-	PUNCT
dhrp-95	75	4	-10	-10	NUM
dhrp-95	75	5	precision	precision	NOUN
dhrp-95	75	6	and	and	CCONJ
dhrp-95	75	7	excellence	excellence	NOUN
dhrp-95	75	8	in	in	ADP
dhrp-95	75	9	medical	medical	ADJ
dhrp-95	75	10	imaging	imaging	NOUN
dhrp-95	75	11	and	and	CCONJ
dhrp-95	75	12	diagnosis	diagnosis	NOUN
dhrp-95	75	13	.	.	PUNCT
dhrp-95	76	1	artificial	artificial	ADJ
dhrp-95	76	2	intelligence	intelligence	NOUN
dhrp-95	76	3	-	-	PUNCT
dhrp-95	76	4	driven	drive	VERB
dhrp-95	76	5	precision	precision	NOUN
dhrp-95	76	6	medicine	medicine	NOUN
dhrp-95	76	7	the	the	DET
dhrp-95	76	8	integration	integration	NOUN
dhrp-95	76	9	of	of	ADP
dhrp-95	76	10	artificial	artificial	ADJ
dhrp-95	76	11	intelligence	intelligence	NOUN
dhrp-95	76	12	(	(	PUNCT
dhrp-95	76	13	ai	ai	NOUN
dhrp-95	76	14	)	)	PUNCT
dhrp-95	76	15	and	and	CCONJ
dhrp-95	76	16	precision	precision	NOUN
dhrp-95	76	17	medicine	medicine	NOUN
dhrp-95	76	18	stands	stand	VERB
dhrp-95	76	19	poised	poise	VERB
dhrp-95	76	20	to	to	PART
dhrp-95	76	21	catalyze	catalyze	VERB
dhrp-95	76	22	a	a	DET
dhrp-95	76	23	profound	profound	ADJ
dhrp-95	76	24	transformation	transformation	NOUN
dhrp-95	76	25	within	within	ADP
dhrp-95	76	26	the	the	DET
dhrp-95	76	27	healthcare	healthcare	NOUN
dhrp-95	76	28	landscape	landscape	NOUN
dhrp-95	76	29	.	.	PUNCT
dhrp-95	77	1	precision	precision	NOUN
dhrp-95	77	2	medicine	medicine	NOUN
dhrp-95	77	3	introduces	introduce	VERB
dhrp-95	77	4	a	a	DET
dhrp-95	77	5	paradigm	paradigm	NOUN
dhrp-95	77	6	shift	shift	NOUN
dhrp-95	77	7	,	,	PUNCT
dhrp-95	77	8	aiming	aim	VERB
dhrp-95	77	9	to	to	PART
dhrp-95	77	10	advance	advance	VERB
dhrp-95	77	11	the	the	DET
dhrp-95	77	12	healthcare	healthcare	NOUN
dhrp-95	77	13	model	model	NOUN
dhrp-95	77	14	where	where	SCONJ
dhrp-95	77	15	diagnostics	diagnostic	NOUN
dhrp-95	77	16	,	,	PUNCT
dhrp-95	77	17	prevention	prevention	NOUN
dhrp-95	77	18	,	,	PUNCT
dhrp-95	77	19	and	and	CCONJ
dhrp-95	77	20	treatment	treatment	NOUN
dhrp-95	77	21	strategies	strategy	NOUN
dhrp-95	77	22	are	be	AUX
dhrp-95	77	23	meticulously	meticulously	ADV
dhrp-95	77	24	tailored	tailor	VERB
dhrp-95	77	25	to	to	ADP
dhrp-95	77	26	an	an	DET
dhrp-95	77	27	individual	individual	NOUN
dhrp-95	77	28	's	's	PART
dhrp-95	77	29	unique	unique	ADJ
dhrp-95	77	30	genetic	genetic	ADJ
dhrp-95	77	31	,	,	PUNCT
dhrp-95	77	32	environmental	environmental	ADJ
dhrp-95	77	33	,	,	PUNCT
dhrp-95	77	34	and	and	CCONJ
dhrp-95	77	35	lifestyle	lifestyle	NOUN
dhrp-95	77	36	attributes	attribute	NOUN
dhrp-95	77	37	(	(	PUNCT
dhrp-95	77	38	26	26	NUM
dhrp-95	77	39	)	)	PUNCT
dhrp-95	77	40	.	.	PUNCT
dhrp-95	78	1	this	this	DET
dhrp-95	78	2	approach	approach	NOUN
dhrp-95	78	3	is	be	AUX
dhrp-95	78	4	instrumental	instrumental	ADJ
dhrp-95	78	5	in	in	ADP
dhrp-95	78	6	discerning	discern	VERB
dhrp-95	78	7	distinctive	distinctive	ADJ
dhrp-95	78	8	patient	patient	NOUN
dhrp-95	78	9	phenotypes	phenotype	NOUN
dhrp-95	78	10	marked	mark	VERB
dhrp-95	78	11	by	by	ADP
dhrp-95	78	12	uncommon	uncommon	ADJ
dhrp-95	78	13	treatment	treatment	NOUN
dhrp-95	78	14	responses	response	NOUN
dhrp-95	78	15	and	and	CCONJ
dhrp-95	78	16	specific	specific	ADJ
dhrp-95	78	17	healthcare	healthcare	NOUN
dhrp-95	78	18	requirements	requirement	NOUN
dhrp-95	78	19	.	.	PUNCT
dhrp-95	79	1	leveraging	leverage	VERB
dhrp-95	79	2	intricate	intricate	ADJ
dhrp-95	79	3	computational	computational	ADJ
dhrp-95	79	4	capabilities	capability	NOUN
dhrp-95	79	5	,	,	PUNCT
dhrp-95	79	6	ai	ai	VERB
dhrp-95	79	7	serves	serve	VERB
dhrp-95	79	8	as	as	ADP
dhrp-95	79	9	a	a	DET
dhrp-95	79	10	catalyst	catalyst	NOUN
dhrp-95	79	11	,	,	PUNCT
dhrp-95	79	12	enabling	enable	VERB
dhrp-95	79	13	sophisticated	sophisticated	ADJ
dhrp-95	79	14	reasoning	reasoning	NOUN
dhrp-95	79	15	,	,	PUNCT
dhrp-95	79	16	learning	learning	NOUN
dhrp-95	79	17	,	,	PUNCT
dhrp-95	79	18	and	and	CCONJ
dhrp-95	79	19	augmented	augment	VERB
dhrp-95	79	20	intelligence	intelligence	NOUN
dhrp-95	79	21	,	,	PUNCT
dhrp-95	79	22	thus	thus	ADV
dhrp-95	79	23	empowering	empower	VERB
dhrp-95	79	24	clinical	clinical	ADJ
dhrp-95	79	25	decision	decision	NOUN
dhrp-95	79	26	-	-	PUNCT
dhrp-95	79	27	makers	maker	NOUN
dhrp-95	79	28	to	to	PART
dhrp-95	79	29	navigate	navigate	VERB
dhrp-95	79	30	complex	complex	ADJ
dhrp-95	79	31	healthcare	healthcare	NOUN
dhrp-95	79	32	scenarios	scenario	NOUN
dhrp-95	79	33	and	and	CCONJ
dhrp-95	79	34	deliver	deliver	VERB
dhrp-95	79	35	personalized	personalized	ADJ
dhrp-95	79	36	care	care	NOUN
dhrp-95	79	37	with	with	ADP
dhrp-95	79	38	heightened	heighten	VERB
dhrp-95	79	39	efficacy	efficacy	NOUN
dhrp-95	79	40	.	.	PUNCT
dhrp-95	80	1	the	the	DET
dhrp-95	80	2	discovery	discovery	PROPN
dhrp-95	80	3	potential	potential	NOUN
dhrp-95	80	4	inherent	inherent	ADJ
dhrp-95	80	5	in	in	ADP
dhrp-95	80	6	precision	precision	NOUN
dhrp-95	80	7	medicine	medicine	NOUN
dhrp-95	80	8	augments	augment	VERB
dhrp-95	80	9	our	our	PRON
dhrp-95	80	10	understanding	understanding	NOUN
dhrp-95	80	11	of	of	ADP
dhrp-95	80	12	unexplored	unexplored	ADJ
dhrp-95	80	13	therapeutic	therapeutic	ADJ
dhrp-95	80	14	avenues	avenue	NOUN
dhrp-95	80	15	,	,	PUNCT
dhrp-95	80	16	extending	extend	VERB
dhrp-95	80	17	the	the	DET
dhrp-95	80	18	boundaries	boundary	NOUN
dhrp-95	80	19	of	of	ADP
dhrp-95	80	20	healthcare	healthcare	NOUN
dhrp-95	80	21	possibilities	possibility	NOUN
dhrp-95	80	22	(	(	PUNCT
dhrp-95	80	23	27	27	NUM
dhrp-95	80	24	)	)	PUNCT
dhrp-95	80	25	.	.	PUNCT
dhrp-95	81	1	critical	critical	ADJ
dhrp-95	81	2	to	to	ADP
dhrp-95	81	3	the	the	DET
dhrp-95	81	4	personalization	personalization	NOUN
dhrp-95	81	5	of	of	ADP
dhrp-95	81	6	medical	medical	ADJ
dhrp-95	81	7	care	care	NOUN
dhrp-95	81	8	are	be	AUX
dhrp-95	81	9	the	the	DET
dhrp-95	81	10	diverse	diverse	ADJ
dhrp-95	81	11	data	datum	NOUN
dhrp-95	81	12	collection	collection	NOUN
dhrp-95	81	13	and	and	CCONJ
dhrp-95	81	14	analytical	analytical	ADJ
dhrp-95	81	15	technologies	technology	NOUN
dhrp-95	81	16	that	that	PRON
dhrp-95	81	17	underpin	underpin	VERB
dhrp-95	81	18	precision	precision	NOUN
dhrp-95	81	19	medicine	medicine	NOUN
dhrp-95	81	20	's	's	PART
dhrp-95	81	21	core	core	NOUN
dhrp-95	81	22	principles	principle	NOUN
dhrp-95	81	23	(	(	PUNCT
dhrp-95	81	24	28	28	NUM
dhrp-95	81	25	)	)	PUNCT
dhrp-95	81	26	.	.	PUNCT
dhrp-95	82	1	real	real	ADJ
dhrp-95	82	2	-	-	PUNCT
dhrp-95	82	3	time	time	NOUN
dhrp-95	82	4	treatment	treatment	NOUN
dhrp-95	82	5	recommendations	recommendation	NOUN
dhrp-95	82	6	hinge	hinge	VERB
dhrp-95	82	7	upon	upon	SCONJ
dhrp-95	82	8	the	the	DET
dhrp-95	82	9	precision	precision	NOUN
dhrp-95	82	10	of	of	ADP
dhrp-95	82	11	machine	machine	NOUN
dhrp-95	82	12	-	-	PUNCT
dhrp-95	82	13	learning	learn	VERB
dhrp-95	82	14	algorithms	algorithm	NOUN
dhrp-95	82	15	that	that	PRON
dhrp-95	82	16	anticipate	anticipate	VERB
dhrp-95	82	17	patients	patient	NOUN
dhrp-95	82	18	'	'	PART
dhrp-95	82	19	potential	potential	ADJ
dhrp-95	82	20	medication	medication	NOUN
dhrp-95	82	21	requirements	requirement	NOUN
dhrp-95	82	22	based	base	VERB
dhrp-95	82	23	on	on	ADP
dhrp-95	82	24	their	their	PRON
dhrp-95	82	25	genomic	genomic	ADJ
dhrp-95	82	26	profiles	profile	NOUN
dhrp-95	82	27	.	.	PUNCT
dhrp-95	83	1	at	at	ADP
dhrp-95	83	2	the	the	DET
dhrp-95	83	3	heart	heart	NOUN
dhrp-95	83	4	of	of	ADP
dhrp-95	83	5	tailored	tailor	VERB
dhrp-95	83	6	drug	drug	NOUN
dhrp-95	83	7	administration	administration	NOUN
dhrp-95	83	8	lies	lie	VERB
dhrp-95	83	9	preemptive	preemptive	ADJ
dhrp-95	83	10	patient	patient	ADJ
dhrp-95	83	11	genotyping	genotyping	NOUN
dhrp-95	83	12	,	,	PUNCT
dhrp-95	83	13	ensuring	ensure	VERB
dhrp-95	83	14	optimal	optimal	ADJ
dhrp-95	83	15	therapeutic	therapeutic	ADJ
dhrp-95	83	16	interventions	intervention	NOUN
dhrp-95	83	17	(	(	PUNCT
dhrp-95	83	18	29	29	NUM
dhrp-95	83	19	)	)	PUNCT
dhrp-95	83	20	.	.	PUNCT
dhrp-95	84	1	this	this	DET
dhrp-95	84	2	paradigm	paradigm	NOUN
dhrp-95	84	3	underscores	underscore	VERB
dhrp-95	84	4	a	a	DET
dhrp-95	84	5	seminal	seminal	ADJ
dhrp-95	84	6	example	example	NOUN
dhrp-95	84	7	of	of	ADP
dhrp-95	84	8	ai	ai	NOUN
dhrp-95	84	9	and	and	CCONJ
dhrp-95	84	10	precision	precision	NOUN
dhrp-95	84	11	medicine	medicine	NOUN
dhrp-95	84	12	synergy	synergy	NOUN
dhrp-95	84	13	,	,	PUNCT
dhrp-95	84	14	manifesting	manifest	VERB
dhrp-95	84	15	in	in	ADP
dhrp-95	84	16	the	the	DET
dhrp-95	84	17	seamless	seamless	ADJ
dhrp-95	84	18	convergence	convergence	NOUN
dhrp-95	84	19	of	of	ADP
dhrp-95	84	20	ai	ai	ADJ
dhrp-95	84	21	techniques	technique	NOUN
dhrp-95	84	22	with	with	ADP
dhrp-95	84	23	the	the	DET
dhrp-95	84	24	meticulous	meticulous	ADJ
dhrp-95	84	25	interpretation	interpretation	NOUN
dhrp-95	84	26	of	of	ADP
dhrp-95	84	27	high	high	ADJ
dhrp-95	84	28	-	-	PUNCT
dhrp-95	84	29	throughput	throughput	NOUN
dhrp-95	84	30	genomic	genomic	NOUN
dhrp-95	84	31	data	datum	NOUN
dhrp-95	84	32	(	(	PUNCT
dhrp-95	84	33	30	30	NUM
dhrp-95	84	34	)	)	PUNCT
dhrp-95	84	35	.	.	PUNCT
dhrp-95	85	1	predictive	predictive	ADJ
dhrp-95	85	2	analytics	analytic	NOUN
dhrp-95	85	3	and	and	CCONJ
dhrp-95	85	4	prognosis	prognosis	VERB
dhrp-95	85	5	artificial	artificial	ADJ
dhrp-95	85	6	intelligence	intelligence	NOUN
dhrp-95	85	7	(	(	PUNCT
dhrp-95	85	8	ai	ai	VERB
dhrp-95	85	9	)	)	PUNCT
dhrp-95	85	10	is	be	AUX
dhrp-95	85	11	increasingly	increasingly	ADV
dhrp-95	85	12	utilized	utilize	VERB
dhrp-95	85	13	to	to	PART
dhrp-95	85	14	develop	develop	VERB
dhrp-95	85	15	cancer	cancer	NOUN
dhrp-95	85	16	prediction	prediction	NOUN
dhrp-95	85	17	models	model	NOUN
dhrp-95	85	18	(	(	PUNCT
dhrp-95	85	19	31	31	NUM
dhrp-95	85	20	)	)	PUNCT
dhrp-95	85	21	.	.	PUNCT
dhrp-95	86	1	various	various	ADJ
dhrp-95	86	2	methods	method	NOUN
dhrp-95	86	3	,	,	PUNCT
dhrp-95	86	4	including	include	VERB
dhrp-95	86	5	statistical	statistical	ADJ
dhrp-95	86	6	,	,	PUNCT
dhrp-95	86	7	machine	machine	NOUN
dhrp-95	86	8	learning	learning	NOUN
dhrp-95	86	9	,	,	PUNCT
dhrp-95	86	10	and	and	CCONJ
dhrp-95	86	11	deep	deep	ADJ
dhrp-95	86	12	learning	learning	NOUN
dhrp-95	86	13	approaches	approach	NOUN
dhrp-95	86	14	,	,	PUNCT
dhrp-95	86	15	have	have	AUX
dhrp-95	86	16	been	be	AUX
dhrp-95	86	17	employed	employ	VERB
dhrp-95	86	18	to	to	PART
dhrp-95	86	19	enhance	enhance	VERB
dhrp-95	86	20	prediction	prediction	NOUN
dhrp-95	86	21	accuracy	accuracy	NOUN
dhrp-95	86	22	(	(	PUNCT
dhrp-95	86	23	32	32	NUM
dhrp-95	86	24	-	-	SYM
dhrp-95	86	25	33	33	NUM
dhrp-95	86	26	)	)	PUNCT
dhrp-95	86	27	.	.	PUNCT
dhrp-95	87	1	machine	machine	NOUN
dhrp-95	87	2	learning	learning	NOUN
dhrp-95	87	3	(	(	PUNCT
dhrp-95	87	4	ml	ml	NOUN
dhrp-95	87	5	)	)	PUNCT
dhrp-95	87	6	algorithms	algorithm	NOUN
dhrp-95	87	7	can	can	AUX
dhrp-95	87	8	leverage	leverage	VERB
dhrp-95	87	9	extensive	extensive	ADJ
dhrp-95	87	10	screening	screening	NOUN
dhrp-95	87	11	data	datum	NOUN
dhrp-95	87	12	to	to	PART
dhrp-95	87	13	develop	develop	VERB
dhrp-95	87	14	robust	robust	ADJ
dhrp-95	87	15	models	model	NOUN
dhrp-95	87	16	that	that	PRON
dhrp-95	87	17	can	can	AUX
dhrp-95	87	18	predict	predict	VERB
dhrp-95	87	19	drug	drug	NOUN
dhrp-95	87	20	responses	response	NOUN
dhrp-95	87	21	in	in	ADP
dhrp-95	87	22	cancer	cancer	NOUN
dhrp-95	87	23	patients	patient	NOUN
dhrp-95	87	24	(	(	PUNCT
dhrp-95	87	25	34	34	NUM
dhrp-95	87	26	)	)	PUNCT
dhrp-95	87	27	.	.	PUNCT
dhrp-95	88	1	the	the	DET
dhrp-95	88	2	incorporation	incorporation	NOUN
dhrp-95	88	3	of	of	ADP
dhrp-95	88	4	various	various	ADJ
dhrp-95	88	5	data	datum	NOUN
dhrp-95	88	6	types	type	NOUN
dhrp-95	88	7	demands	demand	VERB
dhrp-95	88	8	more	more	ADJ
dhrp-95	88	9	resources	resource	NOUN
dhrp-95	88	10	than	than	ADP
dhrp-95	88	11	analyzing	analyze	VERB
dhrp-95	88	12	individual	individual	ADJ
dhrp-95	88	13	data	datum	NOUN
dhrp-95	88	14	types	type	NOUN
dhrp-95	88	15	alone	alone	ADV
dhrp-95	88	16	,	,	PUNCT
dhrp-95	88	17	requiring	require	VERB
dhrp-95	88	18	modeling	modeling	NOUN
dhrp-95	88	19	algorithms	algorithm	NOUN
dhrp-95	88	20	capable	capable	ADJ
dhrp-95	88	21	of	of	ADP
dhrp-95	88	22	comprehending	comprehend	VERB
dhrp-95	88	23	vast	vast	ADJ
dhrp-95	88	24	amounts	amount	NOUN
dhrp-95	88	25	of	of	ADP
dhrp-95	88	26	intricate	intricate	ADJ
dhrp-95	88	27	features	feature	NOUN
dhrp-95	88	28	(	(	PUNCT
dhrp-95	88	29	35	35	NUM
dhrp-95	88	30	)	)	PUNCT
dhrp-95	88	31	.	.	PUNCT
dhrp-95	89	1	as	as	ADP
dhrp-95	89	2	a	a	DET
dhrp-95	89	3	result	result	NOUN
dhrp-95	89	4	,	,	PUNCT
dhrp-95	89	5	ai	ai	ADJ
dhrp-95	89	6	-	-	PUNCT
dhrp-95	89	7	driven	drive	VERB
dhrp-95	89	8	algorithms	algorithm	NOUN
dhrp-95	89	9	are	be	AUX
dhrp-95	89	10	increasingly	increasingly	ADV
dhrp-95	89	11	employed	employ	VERB
dhrp-95	89	12	to	to	ADP
dhrp-95	89	13	automate	automate	VERB
dhrp-95	89	14	cancer	cancer	NOUN
dhrp-95	89	15	prediction	prediction	NOUN
dhrp-95	89	16	by	by	ADP
dhrp-95	89	17	identifying	identify	VERB
dhrp-95	89	18	the	the	DET
dhrp-95	89	19	development	development	NOUN
dhrp-95	89	20	of	of	ADP
dhrp-95	89	21	cancer	cancer	NOUN
dhrp-95	89	22	and	and	CCONJ
dhrp-95	89	23	even	even	ADV
dhrp-95	89	24	characterizing	characterize	VERB
dhrp-95	89	25	it	it	PRON
dhrp-95	89	26	(	(	PUNCT
dhrp-95	89	27	36	36	NUM
dhrp-95	89	28	)	)	PUNCT
dhrp-95	89	29	.	.	PUNCT
dhrp-95	90	1	a	a	DET
dhrp-95	90	2	study	study	NOUN
dhrp-95	90	3	that	that	PRON
dhrp-95	90	4	was	be	AUX
dhrp-95	90	5	conducted	conduct	VERB
dhrp-95	90	6	showed	show	VERB
dhrp-95	90	7	the	the	DET
dhrp-95	90	8	proficiency	proficiency	NOUN
dhrp-95	90	9	of	of	ADP
dhrp-95	90	10	these	these	DET
dhrp-95	90	11	machine	machine	NOUN
dhrp-95	90	12	-	-	PUNCT
dhrp-95	90	13	learning	learn	VERB
dhrp-95	90	14	approaches	approach	NOUN
dhrp-95	90	15	in	in	ADP
dhrp-95	90	16	cancer	cancer	NOUN
dhrp-95	90	17	prediction	prediction	NOUN
dhrp-95	90	18	(	(	PUNCT
dhrp-95	90	19	36	36	NUM
dhrp-95	90	20	)	)	PUNCT
dhrp-95	90	21	.	.	PUNCT
dhrp-95	91	1	in	in	ADP
dhrp-95	91	2	this	this	DET
dhrp-95	91	3	study	study	NOUN
dhrp-95	91	4	,	,	PUNCT
dhrp-95	91	5	differences	difference	NOUN
dhrp-95	91	6	in	in	ADP
dhrp-95	91	7	clinicopathological	clinicopathological	ADJ
dhrp-95	91	8	characteristics	characteristic	NOUN
dhrp-95	91	9	were	be	AUX
dhrp-95	91	10	observed	observe	VERB
dhrp-95	91	11	between	between	ADP
dhrp-95	91	12	the	the	DET
dhrp-95	91	13	two	two	NUM
dhrp-95	91	14	datasets	dataset	NOUN
dhrp-95	91	15	,	,	PUNCT
dhrp-95	91	16	with	with	ADP
dhrp-95	91	17	a	a	DET
dhrp-95	91	18	specific	specific	ADJ
dhrp-95	91	19	dataset	dataset	NOUN
dhrp-95	91	20	showing	show	VERB
dhrp-95	91	21	superior	superior	ADJ
dhrp-95	91	22	survival	survival	NOUN
dhrp-95	91	23	rates	rate	NOUN
dhrp-95	91	24	.	.	PUNCT
dhrp-95	92	1	in	in	ADP
dhrp-95	92	2	predicting	predict	VERB
dhrp-95	92	3	5	5	NUM
dhrp-95	92	4	-	-	PUNCT
dhrp-95	92	5	year	year	NOUN
dhrp-95	92	6	survival	survival	NOUN
dhrp-95	92	7	,	,	PUNCT
dhrp-95	92	8	the	the	DET
dhrp-95	92	9	machine	machine	NOUN
dhrp-95	92	10	learning	learn	VERB
dhrp-95	92	11	model	model	NOUN
dhrp-95	92	12	employing	employ	VERB
dhrp-95	92	13	light	light	ADJ
dhrp-95	92	14	gradient	gradient	NOUN
dhrp-95	92	15	boosting	boost	VERB
dhrp-95	92	16	surpassed	surpass	VERB
dhrp-95	92	17	conventional	conventional	ADJ
dhrp-95	92	18	staging	staging	NOUN
dhrp-95	92	19	methods	method	NOUN
dhrp-95	92	20	.	.	PUNCT
dhrp-95	93	1	notably	notably	ADV
dhrp-95	93	2	,	,	PUNCT
dhrp-95	93	3	age	age	NOUN
dhrp-95	93	4	,	,	PUNCT
dhrp-95	93	5	examined	examine	VERB
dhrp-95	93	6	lymph	lymph	NOUN
dhrp-95	93	7	nodes	node	NOUN
dhrp-95	93	8	,	,	PUNCT
dhrp-95	93	9	and	and	CCONJ
dhrp-95	93	10	tumor	tumor	NOUN
dhrp-95	93	11	size	size	NOUN
dhrp-95	93	12	emerged	emerge	VERB
dhrp-95	93	13	as	as	ADP
dhrp-95	93	14	pivotal	pivotal	ADJ
dhrp-95	93	15	factors	factor	NOUN
dhrp-95	93	16	shaping	shape	VERB
dhrp-95	93	17	the	the	DET
dhrp-95	93	18	model	model	NOUN
dhrp-95	93	19	's	's	PART
dhrp-95	93	20	performance	performance	NOUN
dhrp-95	93	21	.	.	PUNCT
dhrp-95	94	1	the	the	DET
dhrp-95	94	2	validation	validation	NOUN
dhrp-95	94	3	set	set	VERB
dhrp-95	94	4	further	far	ADV
dhrp-95	94	5	provided	provide	VERB
dhrp-95	94	6	sensitivity	sensitivity	NOUN
dhrp-95	94	7	and	and	CCONJ
dhrp-95	94	8	positive	positive	ADJ
dhrp-95	94	9	predictive	predictive	ADJ
dhrp-95	94	10	values	value	NOUN
dhrp-95	94	11	for	for	ADP
dhrp-95	94	12	survival	survival	NOUN
dhrp-95	94	13	prediction	prediction	NOUN
dhrp-95	94	14	.	.	PUNCT
dhrp-95	95	1	this	this	PRON
dhrp-95	95	2	underscores	underscore	VERB
dhrp-95	95	3	the	the	DET
dhrp-95	95	4	ml	ml	NOUN
dhrp-95	95	5	-	-	PUNCT
dhrp-95	95	6	based	base	VERB
dhrp-95	95	7	model	model	NOUN
dhrp-95	95	8	's	's	PART
dhrp-95	95	9	remarkable	remarkable	ADJ
dhrp-95	95	10	advancement	advancement	NOUN
dhrp-95	95	11	,	,	PUNCT
dhrp-95	95	12	surpassing	surpass	VERB
dhrp-95	95	13	conventional	conventional	ADJ
dhrp-95	95	14	staging	staging	NOUN
dhrp-95	95	15	techniques	technique	NOUN
dhrp-95	95	16	in	in	ADP
dhrp-95	95	17	providing	provide	VERB
dhrp-95	95	18	highly	highly	ADV
dhrp-95	95	19	precise	precise	ADJ
dhrp-95	95	20	individualized	individualized	ADJ
dhrp-95	95	21	survival	survival	NOUN
dhrp-95	95	22	estimations	estimation	NOUN
dhrp-95	95	23	(	(	PUNCT
dhrp-95	95	24	37	37	NUM
dhrp-95	95	25	)	)	PUNCT
dhrp-95	95	26	.	.	PUNCT
dhrp-95	96	1	in	in	ADP
dhrp-95	96	2	addition	addition	NOUN
dhrp-95	96	3	to	to	ADP
dhrp-95	96	4	machine	machine	NOUN
dhrp-95	96	5	learning	learning	NOUN
dhrp-95	96	6	techniques	technique	NOUN
dhrp-95	96	7	,	,	PUNCT
dhrp-95	96	8	two	two	NUM
dhrp-95	96	9	primary	primary	ADJ
dhrp-95	96	10	factors	factor	NOUN
dhrp-95	96	11	contribute	contribute	VERB
dhrp-95	96	12	to	to	ADP
dhrp-95	96	13	the	the	DET
dhrp-95	96	14	attractiveness	attractiveness	NOUN
dhrp-95	96	15	of	of	ADP
dhrp-95	96	16	deep	deep	ADJ
dhrp-95	96	17	learning	learning	NOUN
dhrp-95	96	18	in	in	ADP
dhrp-95	96	19	computational	computational	ADJ
dhrp-95	96	20	biology	biology	NOUN
dhrp-95	96	21	(	(	PUNCT
dhrp-95	96	22	38	38	NUM
dhrp-95	96	23	)	)	PUNCT
dhrp-95	96	24	.	.	PUNCT
dhrp-95	97	1	first	first	ADV
dhrp-95	97	2	and	and	CCONJ
dhrp-95	97	3	foremost	foremost	ADV
dhrp-95	97	4	,	,	PUNCT
dhrp-95	97	5	this	this	DET
dhrp-95	97	6	potent	potent	ADJ
dhrp-95	97	7	model	model	NOUN
dhrp-95	97	8	class	class	NOUN
dhrp-95	97	9	has	have	VERB
dhrp-95	97	10	the	the	DET
dhrp-95	97	11	capacity	capacity	NOUN
dhrp-95	97	12	to	to	PART
dhrp-95	97	13	approximate	approximate	VERB
dhrp-95	97	14	virtually	virtually	ADV
dhrp-95	97	15	any	any	DET
dhrp-95	97	16	input	input	NOUN
dhrp-95	97	17	-	-	PUNCT
dhrp-95	97	18	to	to	ADP
dhrp-95	97	19	-	-	PUNCT
dhrp-95	97	20	output	output	NOUN
dhrp-95	97	21	mapping	mapping	NOUN
dhrp-95	97	22	with	with	ADP
dhrp-95	97	23	sufficient	sufficient	ADJ
dhrp-95	97	24	data	datum	NOUN
dhrp-95	97	25	.	.	PUNCT
dhrp-95	98	1	for	for	ADP
dhrp-95	98	2	instance	instance	NOUN
dhrp-95	98	3	,	,	PUNCT
dhrp-95	98	4	when	when	SCONJ
dhrp-95	98	5	predicting	predict	VERB
dhrp-95	98	6	transcription	transcription	NOUN
dhrp-95	98	7	factor	factor	NOUN
dhrp-95	98	8	binding	bind	VERB
dhrp-95	98	9	locations	location	NOUN
dhrp-95	98	10	,	,	PUNCT
dhrp-95	98	11	there	there	PRON
dhrp-95	98	12	is	be	VERB
dhrp-95	98	13	no	no	DET
dhrp-95	98	14	necessity	necessity	NOUN
dhrp-95	98	15	to	to	PART
dhrp-95	98	16	confine	confine	VERB
dhrp-95	98	17	the	the	DET
dhrp-95	98	18	model	model	NOUN
dhrp-95	98	19	's	's	PART
dhrp-95	98	20	expressivity	expressivity	NOUN
dhrp-95	98	21	to	to	ADP
dhrp-95	98	22	a	a	DET
dhrp-95	98	23	single	single	ADJ
dhrp-95	98	24	sequence	sequence	NOUN
dhrp-95	98	25	motif	motif	NOUN
dhrp-95	98	26	(	(	PUNCT
dhrp-95	98	27	39	39	NUM
dhrp-95	98	28	)	)	PUNCT
dhrp-95	98	29	.	.	PUNCT
dhrp-95	99	1	notably	notably	ADV
dhrp-95	99	2	,	,	PUNCT
dhrp-95	99	3	deep	deep	ADJ
dhrp-95	99	4	learning	learning	NOUN
dhrp-95	99	5	models	model	NOUN
dhrp-95	99	6	have	have	AUX
dhrp-95	99	7	been	be	AUX
dhrp-95	99	8	harnessed	harness	VERB
dhrp-95	99	9	for	for	ADP
dhrp-95	99	10	prediction	prediction	NOUN
dhrp-95	99	11	purposes	purpose	NOUN
dhrp-95	99	12	in	in	ADP
dhrp-95	99	13	a	a	DET
dhrp-95	99	14	conducted	conduct	VERB
dhrp-95	99	15	study	study	NOUN
dhrp-95	99	16	(	(	PUNCT
dhrp-95	99	17	40	40	NUM
dhrp-95	99	18	)	)	PUNCT
dhrp-95	99	19	.	.	PUNCT
dhrp-95	100	1	a	a	DET
dhrp-95	100	2	deep	deep	ADJ
dhrp-95	100	3	learning	learning	NOUN
dhrp-95	100	4	model	model	NOUN
dhrp-95	100	5	(	(	PUNCT
dhrp-95	100	6	deepdr	deepdr	NOUN
dhrp-95	100	7	)	)	PUNCT
dhrp-95	100	8	was	be	AUX
dhrp-95	100	9	made	make	VERB
dhrp-95	100	10	to	to	PART
dhrp-95	100	11	forecast	forecast	VERB
dhrp-95	100	12	drug	drug	NOUN
dhrp-95	100	13	responses	response	NOUN
dhrp-95	100	14	in	in	ADP
dhrp-95	100	15	cancer	cancer	NOUN
dhrp-95	100	16	cells	cell	NOUN
dhrp-95	100	17	and	and	CCONJ
dhrp-95	100	18	tumors	tumor	NOUN
dhrp-95	100	19	.	.	PUNCT
dhrp-95	101	1	deepdr	deepdr	VERB
dhrp-95	101	2	seamlessly	seamlessly	ADV
dhrp-95	101	3	integrates	integrate	VERB
dhrp-95	101	4	mutation	mutation	NOUN
dhrp-95	101	5	and	and	CCONJ
dhrp-95	101	6	expression	expression	NOUN
dhrp-95	101	7	data	datum	NOUN
dhrp-95	101	8	,	,	PUNCT
dhrp-95	101	9	comprising	comprise	VERB
dhrp-95	101	10	three	three	NUM
dhrp-95	101	11	pivotal	pivotal	ADJ
dhrp-95	101	12	components	component	NOUN
dhrp-95	101	13	:	:	PUNCT
dhrp-95	101	14	one	one	NUM
dhrp-95	101	15	for	for	ADP
dhrp-95	101	16	mutation	mutation	NOUN
dhrp-95	101	17	comprehension	comprehension	NOUN
dhrp-95	101	18	,	,	PUNCT
dhrp-95	101	19	another	another	PRON
dhrp-95	101	20	for	for	ADP
dhrp-95	101	21	expression	expression	NOUN
dhrp-95	101	22	analysis	analysis	NOUN
dhrp-95	101	23	,	,	PUNCT
dhrp-95	101	24	and	and	CCONJ
dhrp-95	101	25	a	a	DET
dhrp-95	101	26	final	final	ADJ
dhrp-95	101	27	component	component	NOUN
dhrp-95	101	28	for	for	ADP
dhrp-95	101	29	drug	drug	NOUN
dhrp-95	101	30	response	response	NOUN
dhrp-95	101	31	prediction	prediction	NOUN
dhrp-95	101	32	.	.	PUNCT
dhrp-95	102	1	its	its	PRON
dhrp-95	102	2	predictive	predictive	ADJ
dhrp-95	102	3	prowess	prowess	NOUN
dhrp-95	102	4	extends	extend	VERB
dhrp-95	102	5	to	to	ADP
dhrp-95	102	6	265	265	NUM
dhrp-95	102	7	drugs	drug	NOUN
dhrp-95	102	8	,	,	PUNCT
dhrp-95	102	9	envisaging	envisage	VERB
dhrp-95	102	10	their	their	PRON
dhrp-95	102	11	efficacy	efficacy	NOUN
dhrp-95	102	12	grounded	ground	VERB
dhrp-95	102	13	in	in	ADP
dhrp-95	102	14	genetic	genetic	ADJ
dhrp-95	102	15	and	and	CCONJ
dhrp-95	102	16	expression	expression	NOUN
dhrp-95	102	17	profiles	profile	NOUN
dhrp-95	102	18	.	.	PUNCT
dhrp-95	103	1	rigorously	rigorously	ADV
dhrp-95	103	2	tested	test	VERB
dhrp-95	103	3	on	on	ADP
dhrp-95	103	4	622	622	NUM
dhrp-95	103	5	cancer	cancer	NOUN
dhrp-95	103	6	cell	cell	NOUN
dhrp-95	103	7	lines	line	NOUN
dhrp-95	103	8	,	,	PUNCT
dhrp-95	103	9	deepdr	deepdr	PROPN
dhrp-95	103	10	showcased	showcase	VERB
dhrp-95	103	11	remarkable	remarkable	ADJ
dhrp-95	103	12	performance	performance	NOUN
dhrp-95	103	13	,	,	PUNCT
dhrp-95	103	14	surpassing	surpass	VERB
dhrp-95	103	15	existing	exist	VERB
dhrp-95	103	16	methods	method	NOUN
dhrp-95	103	17	in	in	ADP
dhrp-95	103	18	drug	drug	NOUN
dhrp-95	103	19	response	response	NOUN
dhrp-95	103	20	prediction	prediction	NOUN
dhrp-95	103	21	.	.	PUNCT
dhrp-95	104	1	demonstrating	demonstrate	VERB
dhrp-95	104	2	its	its	PRON
dhrp-95	104	3	breadth	breadth	NOUN
dhrp-95	104	4	,	,	PUNCT
dhrp-95	104	5	the	the	DET
dhrp-95	104	6	model	model	NOUN
dhrp-95	104	7	further	far	ADV
dhrp-95	104	8	predicted	predict	VERB
dhrp-95	104	9	drug	drug	NOUN
dhrp-95	104	10	responses	response	NOUN
dhrp-95	104	11	across	across	ADP
dhrp-95	104	12	9059	9059	NUM
dhrp-95	104	13	tumors	tumor	NOUN
dhrp-95	104	14	spanning	span	VERB
dhrp-95	104	15	33	33	NUM
dhrp-95	104	16	cancer	cancer	NOUN
dhrp-95	104	17	types	type	NOUN
dhrp-95	104	18	.	.	PUNCT
dhrp-95	105	1	in	in	ADP
dhrp-95	105	2	doing	do	VERB
dhrp-95	105	3	so	so	ADV
dhrp-95	105	4	,	,	PUNCT
dhrp-95	105	5	it	it	PRON
dhrp-95	105	6	unveiled	unveil	VERB
dhrp-95	105	7	known	know	VERB
dhrp-95	105	8	efficacious	efficacious	ADJ
dhrp-95	105	9	drugs	drug	NOUN
dhrp-95	105	10	and	and	CCONJ
dhrp-95	105	11	unearthed	unearth	VERB
dhrp-95	105	12	novel	novel	ADJ
dhrp-95	105	13	candidates	candidate	NOUN
dhrp-95	105	14	,	,	PUNCT
dhrp-95	105	15	shedding	shed	VERB
dhrp-95	105	16	light	light	NOUN
dhrp-95	105	17	on	on	ADP
dhrp-95	105	18	drug	drug	NOUN
dhrp-95	105	19	mechanisms	mechanism	NOUN
dhrp-95	105	20	,	,	PUNCT
dhrp-95	105	21	resistance	resistance	NOUN
dhrp-95	105	22	patterns	pattern	NOUN
dhrp-95	105	23	,	,	PUNCT
dhrp-95	105	24	and	and	CCONJ
dhrp-95	105	25	proposing	propose	VERB
dhrp-95	105	26	a	a	DET
dhrp-95	105	27	promising	promising	ADJ
dhrp-95	105	28	therapeutic	therapeutic	ADJ
dhrp-95	105	29	avenue	avenue	NOUN
dhrp-95	105	30	for	for	ADP
dhrp-95	105	31	gliomas	glioma	NOUN
dhrp-95	105	32	and	and	CCONJ
dhrp-95	105	33	blood	blood	NOUN
dhrp-95	105	34	cancers	cancer	NOUN
dhrp-95	105	35	.	.	PUNCT
dhrp-95	106	1	drug	drug	NOUN
dhrp-95	106	2	discovery	discovery	PROPN
dhrp-95	106	3	and	and	CCONJ
dhrp-95	106	4	development	development	NOUN
dhrp-95	106	5	artificial	artificial	ADJ
dhrp-95	106	6	intelligence	intelligence	NOUN
dhrp-95	106	7	(	(	PUNCT
dhrp-95	106	8	ai	ai	NOUN
dhrp-95	106	9	)	)	PUNCT
dhrp-95	106	10	presents	present	VERB
dhrp-95	106	11	a	a	DET
dhrp-95	106	12	transformative	transformative	ADJ
dhrp-95	106	13	potential	potential	NOUN
dhrp-95	106	14	in	in	ADP
dhrp-95	106	15	reshaping	reshape	VERB
dhrp-95	106	16	both	both	DET
dhrp-95	106	17	drug	drug	NOUN
dhrp-95	106	18	design	design	NOUN
dhrp-95	106	19	strategies	strategy	NOUN
dhrp-95	106	20	and	and	CCONJ
dhrp-95	106	21	patient	patient	ADJ
dhrp-95	106	22	treatment	treatment	NOUN
dhrp-95	106	23	paradigms	paradigm	NOUN
dhrp-95	106	24	.	.	PUNCT
dhrp-95	107	1	the	the	DET
dhrp-95	107	2	challenges	challenge	NOUN
dhrp-95	107	3	encompassing	encompass	VERB
dhrp-95	107	4	drug	drug	NOUN
dhrp-95	107	5	design	design	NOUN
dhrp-95	107	6	,	,	PUNCT
dhrp-95	107	7	including	include	VERB
dhrp-95	107	8	time	time	NOUN
dhrp-95	107	9	constraints	constraint	NOUN
dhrp-95	107	10	,	,	PUNCT
dhrp-95	107	11	production	production	NOUN
dhrp-95	107	12	costs	cost	NOUN
dhrp-95	107	13	,	,	PUNCT
dhrp-95	107	14	inefficient	inefficient	ADJ
dhrp-95	107	15	target	target	NOUN
dhrp-95	107	16	delivery	delivery	NOUN
dhrp-95	107	17	,	,	PUNCT
dhrp-95	107	18	and	and	CCONJ
dhrp-95	107	19	imprecise	imprecise	ADV
dhrp-95	107	20	dosing	dosing	ADJ
dhrp-95	107	21	,	,	PUNCT
dhrp-95	107	22	have	have	AUX
dhrp-95	107	23	propelled	propel	VERB
dhrp-95	107	24	the	the	DET
dhrp-95	107	25	special	special	ADJ
dhrp-95	107	26	edition	edition	NOUN
dhrp-95	107	27	:	:	PUNCT
dhrp-95	107	28	junior	junior	ADJ
dhrp-95	107	29	commentary	commentary	NOUN
dhrp-95	107	30	https://doi.org/10.47488/dhrp.v3is1.95	https://doi.org/10.47488/dhrp.v3is1.95	PROPN
dhrp-95	107	31	dhr	dhr	PROPN
dhrp-95	107	32	proceedings	proceeding	NOUN
dhrp-95	107	33	ǀ	ǀ	ADP
dhrp-95	107	34	http://dhrproceedings.org	http://dhrproceedings.org	PROPN
dhrp-95	107	35	5	5	NUM
dhrp-95	107	36	2023	2023	NUM
dhrp-95	107	37	,	,	PUNCT
dhrp-95	107	38	vol	vol	NOUN
dhrp-95	107	39	.	.	NOUN
dhrp-95	107	40	3	3	NUM
dhrp-95	107	41	no	no	NOUN
dhrp-95	107	42	.	.	PUNCT
dhrp-95	108	1	s1	s1	NOUN
dhrp-95	108	2	1	1	NUM
dhrp-95	108	3	-	-	PUNCT
dhrp-95	108	4	-10	-10	PUNCT
dhrp-95	108	5	exploration	exploration	NOUN
dhrp-95	108	6	of	of	ADP
dhrp-95	108	7	ai	ai	ADJ
dhrp-95	108	8	-	-	PUNCT
dhrp-95	108	9	driven	drive	VERB
dhrp-95	108	10	solutions	solution	NOUN
dhrp-95	108	11	(	(	PUNCT
dhrp-95	108	12	41	41	NUM
dhrp-95	108	13	)	)	PUNCT
dhrp-95	108	14	.	.	PUNCT
dhrp-95	109	1	traditional	traditional	ADJ
dhrp-95	109	2	drug	drug	NOUN
dhrp-95	109	3	development	development	NOUN
dhrp-95	109	4	barriers	barrier	NOUN
dhrp-95	109	5	,	,	PUNCT
dhrp-95	109	6	underscored	underscore	VERB
dhrp-95	109	7	by	by	ADP
dhrp-95	109	8	intricacies	intricacy	NOUN
dhrp-95	109	9	in	in	ADP
dhrp-95	109	10	big	big	ADJ
dhrp-95	109	11	data	datum	NOUN
dhrp-95	109	12	handling	handling	NOUN
dhrp-95	109	13	,	,	PUNCT
dhrp-95	109	14	have	have	AUX
dhrp-95	109	15	found	find	VERB
dhrp-95	109	16	resolution	resolution	NOUN
dhrp-95	109	17	through	through	ADP
dhrp-95	109	18	ai	ai	ADJ
dhrp-95	109	19	integration	integration	NOUN
dhrp-95	109	20	,	,	PUNCT
dhrp-95	109	21	transcending	transcend	VERB
dhrp-95	109	22	conventional	conventional	ADJ
dhrp-95	109	23	computational	computational	ADJ
dhrp-95	109	24	approaches	approach	NOUN
dhrp-95	109	25	(	(	PUNCT
dhrp-95	109	26	42	42	NUM
dhrp-95	109	27	)	)	PUNCT
dhrp-95	109	28	.	.	PUNCT
dhrp-95	110	1	this	this	DET
dhrp-95	110	2	synergy	synergy	NOUN
dhrp-95	110	3	has	have	AUX
dhrp-95	110	4	yielded	yield	VERB
dhrp-95	110	5	expedited	expedite	VERB
dhrp-95	110	6	drug	drug	NOUN
dhrp-95	110	7	candidate	candidate	NOUN
dhrp-95	110	8	development	development	NOUN
dhrp-95	110	9	,	,	PUNCT
dhrp-95	110	10	fostering	foster	VERB
dhrp-95	110	11	cost	cost	NOUN
dhrp-95	110	12	-	-	PUNCT
dhrp-95	110	13	effective	effective	ADJ
dhrp-95	110	14	and	and	CCONJ
dhrp-95	110	15	structured	structured	ADJ
dhrp-95	110	16	solutions	solution	NOUN
dhrp-95	110	17	within	within	ADP
dhrp-95	110	18	notably	notably	ADV
dhrp-95	110	19	reduced	reduce	VERB
dhrp-95	110	20	timeframes	timeframe	NOUN
dhrp-95	110	21	(	(	PUNCT
dhrp-95	110	22	43	43	NUM
dhrp-95	110	23	)	)	PUNCT
dhrp-95	110	24	.	.	PUNCT
dhrp-95	111	1	complementing	complement	VERB
dhrp-95	111	2	this	this	PRON
dhrp-95	111	3	,	,	PUNCT
dhrp-95	111	4	emerging	emerge	VERB
dhrp-95	111	5	machine	machine	NOUN
dhrp-95	111	6	learning	learn	VERB
dhrp-95	111	7	techniques	technique	NOUN
dhrp-95	111	8	,	,	PUNCT
dhrp-95	111	9	notably	notably	ADV
dhrp-95	111	10	deep	deep	ADJ
dhrp-95	111	11	learning	learning	NOUN
dhrp-95	111	12	,	,	PUNCT
dhrp-95	111	13	have	have	AUX
dhrp-95	111	14	harnessed	harness	VERB
dhrp-95	111	15	vast	vast	ADJ
dhrp-95	111	16	data	datum	NOUN
dhrp-95	111	17	reservoirs	reservoir	NOUN
dhrp-95	111	18	to	to	PART
dhrp-95	111	19	predict	predict	VERB
dhrp-95	111	20	molecular	molecular	ADJ
dhrp-95	111	21	structures	structure	NOUN
dhrp-95	111	22	,	,	PUNCT
dhrp-95	111	23	in	in	ADP
dhrp-95	111	24	-	-	PUNCT
dhrp-95	111	25	vivo	vivo	NOUN
dhrp-95	111	26	vs.	vs.	X
dhrp-95	111	27	in	in	ADV
dhrp-95	111	28	-	-	PUNCT
dhrp-95	111	29	vitro	vitro	X
dhrp-95	111	30	characteristics	characteristic	NOUN
dhrp-95	111	31	,	,	PUNCT
dhrp-95	111	32	and	and	CCONJ
dhrp-95	111	33	outcomes	outcome	NOUN
dhrp-95	111	34	,	,	PUNCT
dhrp-95	111	35	streamlining	streamline	VERB
dhrp-95	111	36	drug	drug	NOUN
dhrp-95	111	37	discovery	discovery	NOUN
dhrp-95	111	38	without	without	ADP
dhrp-95	111	39	compromising	compromise	VERB
dhrp-95	111	40	efficiency	efficiency	NOUN
dhrp-95	111	41	(	(	PUNCT
dhrp-95	111	42	44	44	NUM
dhrp-95	111	43	)	)	PUNCT
dhrp-95	111	44	.	.	PUNCT
dhrp-95	112	1	ai	ai	PROPN
dhrp-95	112	2	's	's	PART
dhrp-95	112	3	potential	potential	ADJ
dhrp-95	112	4	extends	extend	VERB
dhrp-95	112	5	to	to	ADP
dhrp-95	112	6	revolutionary	revolutionary	ADJ
dhrp-95	112	7	platforms	platform	NOUN
dhrp-95	112	8	like	like	ADP
dhrp-95	112	9	the	the	DET
dhrp-95	112	10	quadratic	quadratic	ADJ
dhrp-95	112	11	phenotypic	phenotypic	ADJ
dhrp-95	112	12	optimization	optimization	NOUN
dhrp-95	112	13	platform	platform	NOUN
dhrp-95	112	14	(	(	PUNCT
dhrp-95	112	15	qpop	qpop	PROPN
dhrp-95	112	16	)	)	PUNCT
dhrp-95	112	17	,	,	PUNCT
dhrp-95	112	18	which	which	PRON
dhrp-95	112	19	,	,	PUNCT
dhrp-95	112	20	unlike	unlike	ADP
dhrp-95	112	21	conventional	conventional	ADJ
dhrp-95	112	22	methods	method	NOUN
dhrp-95	112	23	,	,	PUNCT
dhrp-95	112	24	tailors	tailor	NOUN
dhrp-95	112	25	drug	drug	NOUN
dhrp-95	112	26	combinations	combination	NOUN
dhrp-95	112	27	to	to	ADP
dhrp-95	112	28	specific	specific	ADJ
dhrp-95	112	29	disease	disease	NOUN
dhrp-95	112	30	models	model	NOUN
dhrp-95	112	31	or	or	CCONJ
dhrp-95	112	32	patient	patient	ADJ
dhrp-95	112	33	profiles	profile	NOUN
dhrp-95	112	34	based	base	VERB
dhrp-95	112	35	on	on	ADP
dhrp-95	112	36	empirical	empirical	ADJ
dhrp-95	112	37	data	datum	NOUN
dhrp-95	112	38	,	,	PUNCT
dhrp-95	112	39	transcending	transcend	VERB
dhrp-95	112	40	preconceived	preconceived	ADJ
dhrp-95	112	41	mechanistic	mechanistic	ADJ
dhrp-95	112	42	assumptions	assumption	NOUN
dhrp-95	112	43	(	(	PUNCT
dhrp-95	112	44	45	45	NUM
dhrp-95	112	45	)	)	PUNCT
dhrp-95	112	46	.	.	PUNCT
dhrp-95	113	1	in	in	ADP
dhrp-95	113	2	parallel	parallel	NOUN
dhrp-95	113	3	,	,	PUNCT
dhrp-95	113	4	ai	ai	NOUN
dhrp-95	113	5	models	model	NOUN
dhrp-95	113	6	,	,	PUNCT
dhrp-95	113	7	spanning	span	VERB
dhrp-95	113	8	patient	patient	ADJ
dhrp-95	113	9	stratification	stratification	NOUN
dhrp-95	113	10	,	,	PUNCT
dhrp-95	113	11	pathophysiological	pathophysiological	ADJ
dhrp-95	113	12	casualties	casualty	NOUN
dhrp-95	113	13	,	,	PUNCT
dhrp-95	113	14	drug	drug	NOUN
dhrp-95	113	15	candidate	candidate	NOUN
dhrp-95	113	16	design	design	NOUN
dhrp-95	113	17	,	,	PUNCT
dhrp-95	113	18	and	and	CCONJ
dhrp-95	113	19	virtual	virtual	ADJ
dhrp-95	113	20	patient	patient	NOUN
dhrp-95	113	21	predictions	prediction	NOUN
dhrp-95	113	22	,	,	PUNCT
dhrp-95	113	23	hold	hold	VERB
dhrp-95	113	24	paramount	paramount	ADJ
dhrp-95	113	25	significance	significance	NOUN
dhrp-95	113	26	(	(	PUNCT
dhrp-95	113	27	46	46	NUM
dhrp-95	113	28	-	-	SYM
dhrp-95	113	29	47	47	NUM
dhrp-95	113	30	)	)	PUNCT
dhrp-95	113	31	.	.	PUNCT
dhrp-95	114	1	notably	notably	ADV
dhrp-95	114	2	,	,	PUNCT
dhrp-95	114	3	ai	ai	VERB
dhrp-95	114	4	's	's	PART
dhrp-95	114	5	prowess	prowess	NOUN
dhrp-95	114	6	in	in	ADP
dhrp-95	114	7	delineating	delineate	VERB
dhrp-95	114	8	structure	structure	NOUN
dhrp-95	114	9	-	-	PUNCT
dhrp-95	114	10	activity	activity	NOUN
dhrp-95	114	11	relationships	relationship	NOUN
dhrp-95	114	12	(	(	PUNCT
dhrp-95	114	13	sar	sar	NOUN
dhrp-95	114	14	)	)	PUNCT
dhrp-95	114	15	and	and	CCONJ
dhrp-95	114	16	exploiting	exploit	VERB
dhrp-95	114	17	massive	massive	ADJ
dhrp-95	114	18	sequencing	sequence	VERB
dhrp-95	114	19	data	datum	NOUN
dhrp-95	114	20	,	,	PUNCT
dhrp-95	114	21	such	such	ADJ
dhrp-95	114	22	as	as	ADP
dhrp-95	114	23	nextgeneration	nextgeneration	NOUN
dhrp-95	114	24	sequencing	sequencing	NOUN
dhrp-95	114	25	(	(	PUNCT
dhrp-95	114	26	ngs	ng	NOUN
dhrp-95	114	27	)	)	PUNCT
dhrp-95	114	28	,	,	PUNCT
dhrp-95	114	29	illuminates	illuminate	VERB
dhrp-95	114	30	novel	novel	ADJ
dhrp-95	114	31	drug	drug	NOUN
dhrp-95	114	32	target	target	NOUN
dhrp-95	114	33	identification	identification	NOUN
dhrp-95	114	34	,	,	PUNCT
dhrp-95	114	35	augmenting	augment	VERB
dhrp-95	114	36	drug	drug	NOUN
dhrp-95	114	37	discovery	discovery	NOUN
dhrp-95	114	38	pathways	pathway	NOUN
dhrp-95	114	39	(	(	PUNCT
dhrp-95	114	40	48	48	NUM
dhrp-95	114	41	)	)	PUNCT
dhrp-95	114	42	.	.	PUNCT
dhrp-95	115	1	within	within	ADP
dhrp-95	115	2	the	the	DET
dhrp-95	115	3	ai	ai	PROPN
dhrp-95	115	4	arsenal	arsenal	PROPN
dhrp-95	115	5	,	,	PUNCT
dhrp-95	115	6	artificial	artificial	ADJ
dhrp-95	115	7	neural	neural	ADJ
dhrp-95	115	8	networks	network	NOUN
dhrp-95	115	9	,	,	PUNCT
dhrp-95	115	10	deep	deep	ADJ
dhrp-95	115	11	neural	neural	ADJ
dhrp-95	115	12	networks	network	NOUN
dhrp-95	115	13	,	,	PUNCT
dhrp-95	115	14	support	support	VERB
dhrp-95	115	15	vector	vector	NOUN
dhrp-95	115	16	machines	machine	NOUN
dhrp-95	115	17	,	,	PUNCT
dhrp-95	115	18	classification	classification	NOUN
dhrp-95	115	19	and	and	CCONJ
dhrp-95	115	20	regression	regression	NOUN
dhrp-95	115	21	techniques	technique	NOUN
dhrp-95	115	22	,	,	PUNCT
dhrp-95	115	23	generative	generative	ADJ
dhrp-95	115	24	adversarial	adversarial	ADJ
dhrp-95	115	25	networks	network	NOUN
dhrp-95	115	26	,	,	PUNCT
dhrp-95	115	27	symbolic	symbolic	ADJ
dhrp-95	115	28	learning	learning	NOUN
dhrp-95	115	29	,	,	PUNCT
dhrp-95	115	30	and	and	CCONJ
dhrp-95	115	31	meta	meta	ADJ
dhrp-95	115	32	-	-	PUNCT
dhrp-95	115	33	learning	learn	VERB
dhrp-95	115	34	algorithms	algorithm	NOUN
dhrp-95	115	35	have	have	AUX
dhrp-95	115	36	been	be	AUX
dhrp-95	115	37	harnessed	harness	VERB
dhrp-95	115	38	to	to	PART
dhrp-95	115	39	elevate	elevate	VERB
dhrp-95	115	40	drug	drug	NOUN
dhrp-95	115	41	design	design	NOUN
dhrp-95	115	42	and	and	CCONJ
dhrp-95	115	43	discovery	discovery	NOUN
dhrp-95	115	44	(	(	PUNCT
dhrp-95	115	45	49	49	NUM
dhrp-95	115	46	)	)	PUNCT
dhrp-95	115	47	.	.	PUNCT
dhrp-95	116	1	the	the	DET
dhrp-95	116	2	culmination	culmination	NOUN
dhrp-95	116	3	of	of	ADP
dhrp-95	116	4	individual	individual	ADJ
dhrp-95	116	5	patient	patient	NOUN
dhrp-95	116	6	attributes	attribute	NOUN
dhrp-95	116	7	and	and	CCONJ
dhrp-95	116	8	extensive	extensive	ADJ
dhrp-95	116	9	drug	drug	NOUN
dhrp-95	116	10	candidate	candidate	NOUN
dhrp-95	116	11	predictions	prediction	NOUN
dhrp-95	116	12	within	within	ADP
dhrp-95	116	13	these	these	DET
dhrp-95	116	14	models	model	NOUN
dhrp-95	116	15	fosters	foster	VERB
dhrp-95	116	16	a	a	DET
dhrp-95	116	17	new	new	ADJ
dhrp-95	116	18	era	era	NOUN
dhrp-95	116	19	of	of	ADP
dhrp-95	116	20	personalized	personalized	ADJ
dhrp-95	116	21	and	and	CCONJ
dhrp-95	116	22	optimized	optimize	VERB
dhrp-95	116	23	treatment	treatment	NOUN
dhrp-95	116	24	strategies	strategy	NOUN
dhrp-95	116	25	,	,	PUNCT
dhrp-95	116	26	revolutionizing	revolutionize	VERB
dhrp-95	116	27	disease	disease	NOUN
dhrp-95	116	28	management	management	NOUN
dhrp-95	116	29	practices	practice	NOUN
dhrp-95	116	30	(	(	PUNCT
dhrp-95	116	31	50	50	NUM
dhrp-95	116	32	-	-	SYM
dhrp-95	116	33	51	51	NUM
dhrp-95	116	34	)	)	PUNCT
dhrp-95	116	35	.	.	PUNCT
dhrp-95	117	1	as	as	SCONJ
dhrp-95	117	2	ai	ai	PROPN
dhrp-95	117	3	continues	continue	VERB
dhrp-95	117	4	to	to	PART
dhrp-95	117	5	reshape	reshape	VERB
dhrp-95	117	6	drug	drug	NOUN
dhrp-95	117	7	design	design	NOUN
dhrp-95	117	8	and	and	CCONJ
dhrp-95	117	9	patient	patient	NOUN
dhrp-95	117	10	-	-	PUNCT
dhrp-95	117	11	oriented	orient	VERB
dhrp-95	117	12	approaches	approach	NOUN
dhrp-95	117	13	,	,	PUNCT
dhrp-95	117	14	the	the	DET
dhrp-95	117	15	potential	potential	NOUN
dhrp-95	117	16	for	for	ADP
dhrp-95	117	17	personalized	personalized	ADJ
dhrp-95	117	18	and	and	CCONJ
dhrp-95	117	19	precision	precision	NOUN
dhrp-95	117	20	medicine	medicine	NOUN
dhrp-95	117	21	stands	stand	VERB
dhrp-95	117	22	poised	poise	VERB
dhrp-95	117	23	for	for	ADP
dhrp-95	117	24	unprecedented	unprecedented	ADJ
dhrp-95	117	25	advancement	advancement	NOUN
dhrp-95	117	26	.	.	PUNCT
dhrp-95	118	1	challenges	challenge	NOUN
dhrp-95	118	2	and	and	CCONJ
dhrp-95	118	3	limitations	limitation	NOUN
dhrp-95	118	4	of	of	ADP
dhrp-95	118	5	artificial	artificial	ADJ
dhrp-95	118	6	intelligence	intelligence	NOUN
dhrp-95	118	7	in	in	ADP
dhrp-95	118	8	cancer	cancer	NOUN
dhrp-95	118	9	care	care	NOUN
dhrp-95	118	10	while	while	SCONJ
dhrp-95	118	11	ai	ai	VERB
dhrp-95	118	12	holds	hold	VERB
dhrp-95	118	13	promise	promise	NOUN
dhrp-95	118	14	in	in	ADP
dhrp-95	118	15	bolstering	bolster	VERB
dhrp-95	118	16	the	the	DET
dhrp-95	118	17	healthcare	healthcare	NOUN
dhrp-95	118	18	sector	sector	NOUN
dhrp-95	118	19	and	and	CCONJ
dhrp-95	118	20	improving	improve	VERB
dhrp-95	118	21	cancer	cancer	NOUN
dhrp-95	118	22	care	care	NOUN
dhrp-95	118	23	,	,	PUNCT
dhrp-95	118	24	apprehensions	apprehension	NOUN
dhrp-95	118	25	arise	arise	VERB
dhrp-95	118	26	about	about	ADP
dhrp-95	118	27	the	the	DET
dhrp-95	118	28	potential	potential	ADJ
dhrp-95	118	29	difficulty	difficulty	NOUN
dhrp-95	118	30	in	in	ADP
dhrp-95	118	31	validating	validate	VERB
dhrp-95	118	32	and	and	CCONJ
dhrp-95	118	33	questioning	question	VERB
dhrp-95	118	34	ai	ai	ADJ
dhrp-95	118	35	-	-	PUNCT
dhrp-95	118	36	mediated	mediate	VERB
dhrp-95	118	37	decisions	decision	NOUN
dhrp-95	118	38	,	,	PUNCT
dhrp-95	118	39	which	which	PRON
dhrp-95	118	40	might	might	AUX
dhrp-95	118	41	lead	lead	VERB
dhrp-95	118	42	to	to	ADP
dhrp-95	118	43	unconventional	unconventional	ADJ
dhrp-95	118	44	outcomes	outcome	NOUN
dhrp-95	118	45	(	(	PUNCT
dhrp-95	118	46	52	52	NUM
dhrp-95	118	47	)	)	PUNCT
dhrp-95	118	48	.	.	PUNCT
dhrp-95	119	1	the	the	DET
dhrp-95	119	2	instances	instance	NOUN
dhrp-95	119	3	of	of	ADP
dhrp-95	119	4	ai	ai	ADJ
dhrp-95	119	5	integration	integration	NOUN
dhrp-95	119	6	in	in	ADP
dhrp-95	119	7	healthcare	healthcare	NOUN
dhrp-95	119	8	serve	serve	VERB
dhrp-95	119	9	as	as	ADP
dhrp-95	119	10	pivotal	pivotal	ADJ
dhrp-95	119	11	examples	example	NOUN
dhrp-95	119	12	,	,	PUNCT
dhrp-95	119	13	highlighting	highlight	VERB
dhrp-95	119	14	the	the	DET
dhrp-95	119	15	significance	significance	NOUN
dhrp-95	119	16	of	of	ADP
dhrp-95	119	17	assessing	assess	VERB
dhrp-95	119	18	both	both	CCONJ
dhrp-95	119	19	the	the	DET
dhrp-95	119	20	benefits	benefit	NOUN
dhrp-95	119	21	and	and	CCONJ
dhrp-95	119	22	risks	risk	NOUN
dhrp-95	119	23	associated	associate	VERB
dhrp-95	119	24	with	with	ADP
dhrp-95	119	25	emerging	emerge	VERB
dhrp-95	119	26	ai	ai	ADJ
dhrp-95	119	27	-	-	PUNCT
dhrp-95	119	28	driven	drive	VERB
dhrp-95	119	29	systems	system	NOUN
dhrp-95	119	30	(	(	PUNCT
dhrp-95	119	31	53	53	NUM
dhrp-95	119	32	)	)	PUNCT
dhrp-95	119	33	.	.	PUNCT
dhrp-95	120	1	the	the	DET
dhrp-95	120	2	primary	primary	ADJ
dhrp-95	120	3	hurdle	hurdle	NOUN
dhrp-95	120	4	in	in	ADP
dhrp-95	120	5	advancing	advance	VERB
dhrp-95	120	6	clinical	clinical	ADJ
dhrp-95	120	7	ai	ai	NOUN
dhrp-95	120	8	applications	application	NOUN
dhrp-95	120	9	in	in	ADP
dhrp-95	120	10	oncology	oncology	NOUN
dhrp-95	120	11	,	,	PUNCT
dhrp-95	120	12	and	and	CCONJ
dhrp-95	120	13	healthcare	healthcare	NOUN
dhrp-95	120	14	in	in	ADP
dhrp-95	120	15	general	general	ADJ
dhrp-95	120	16	,	,	PUNCT
dhrp-95	120	17	lies	lie	VERB
dhrp-95	120	18	in	in	ADP
dhrp-95	120	19	data	data	NOUN
dhrp-95	120	20	constraints	constraint	NOUN
dhrp-95	120	21	,	,	PUNCT
dhrp-95	120	22	encompassing	encompass	VERB
dhrp-95	120	23	both	both	CCONJ
dhrp-95	120	24	quality	quality	NOUN
dhrp-95	120	25	and	and	CCONJ
dhrp-95	120	26	quantity	quantity	NOUN
dhrp-95	120	27	aspects	aspect	NOUN
dhrp-95	120	28	.	.	PUNCT
dhrp-95	121	1	pertinent	pertinent	ADJ
dhrp-95	121	2	challenges	challenge	NOUN
dhrp-95	121	3	encompass	encompass	VERB
dhrp-95	121	4	data	datum	NOUN
dhrp-95	121	5	curation	curation	NOUN
dhrp-95	121	6	,	,	PUNCT
dhrp-95	121	7	aggregation	aggregation	NOUN
dhrp-95	121	8	transparency	transparency	NOUN
dhrp-95	121	9	,	,	PUNCT
dhrp-95	121	10	potential	potential	ADJ
dhrp-95	121	11	bias	bias	NOUN
dhrp-95	121	12	,	,	PUNCT
dhrp-95	121	13	and	and	CCONJ
dhrp-95	121	14	reliability	reliability	NOUN
dhrp-95	121	15	concerns	concern	NOUN
dhrp-95	121	16	(	(	PUNCT
dhrp-95	121	17	54	54	NUM
dhrp-95	121	18	)	)	PUNCT
dhrp-95	121	19	.	.	PUNCT
dhrp-95	122	1	the	the	DET
dhrp-95	122	2	deployment	deployment	NOUN
dhrp-95	122	3	of	of	ADP
dhrp-95	122	4	deep	deep	ADJ
dhrp-95	122	5	learning	learning	NOUN
dhrp-95	122	6	in	in	ADP
dhrp-95	122	7	precision	precision	NOUN
dhrp-95	122	8	oncology	oncology	NOUN
dhrp-95	122	9	faces	face	VERB
dhrp-95	122	10	obstacles	obstacle	NOUN
dhrp-95	122	11	such	such	ADJ
dhrp-95	122	12	as	as	ADP
dhrp-95	122	13	scarce	scarce	ADJ
dhrp-95	122	14	phenotypically	phenotypically	ADV
dhrp-95	122	15	rich	rich	ADJ
dhrp-95	122	16	data	datum	NOUN
dhrp-95	122	17	and	and	CCONJ
dhrp-95	122	18	the	the	DET
dhrp-95	122	19	imperative	imperative	NOUN
dhrp-95	122	20	for	for	ADP
dhrp-95	122	21	more	more	ADV
dhrp-95	122	22	interpretable	interpretable	ADJ
dhrp-95	122	23	deep	deep	ADJ
dhrp-95	122	24	learning	learning	NOUN
dhrp-95	122	25	models	model	NOUN
dhrp-95	122	26	(	(	PUNCT
dhrp-95	122	27	55	55	NUM
dhrp-95	122	28	)	)	PUNCT
dhrp-95	122	29	.	.	PUNCT
dhrp-95	123	1	ethical	ethical	ADJ
dhrp-95	123	2	,	,	PUNCT
dhrp-95	123	3	copyright	copyright	NOUN
dhrp-95	123	4	,	,	PUNCT
dhrp-95	123	5	transparency	transparency	NOUN
dhrp-95	123	6	,	,	PUNCT
dhrp-95	123	7	and	and	CCONJ
dhrp-95	123	8	legal	legal	ADJ
dhrp-95	123	9	issues	issue	NOUN
dhrp-95	123	10	,	,	PUNCT
dhrp-95	123	11	alongside	alongside	ADP
dhrp-95	123	12	the	the	DET
dhrp-95	123	13	risk	risk	NOUN
dhrp-95	123	14	of	of	ADP
dhrp-95	123	15	biases	bias	NOUN
dhrp-95	123	16	,	,	PUNCT
dhrp-95	123	17	plagiarism	plagiarism	NOUN
dhrp-95	123	18	,	,	PUNCT
dhrp-95	123	19	inaccuracies	inaccuracy	NOUN
dhrp-95	123	20	,	,	PUNCT
dhrp-95	123	21	limited	limited	ADJ
dhrp-95	123	22	knowledge	knowledge	NOUN
dhrp-95	123	23	,	,	PUNCT
dhrp-95	123	24	incorrect	incorrect	ADJ
dhrp-95	123	25	citations	citation	NOUN
dhrp-95	123	26	,	,	PUNCT
dhrp-95	123	27	and	and	CCONJ
dhrp-95	123	28	cybersecurity	cybersecurity	NOUN
dhrp-95	123	29	vulnerabilities	vulnerability	NOUN
dhrp-95	123	30	,	,	PUNCT
dhrp-95	123	31	underscore	underscore	NOUN
dhrp-95	123	32	ai	ai	NOUN
dhrp-95	123	33	's	's	PART
dhrp-95	123	34	limitations	limitation	NOUN
dhrp-95	123	35	(	(	PUNCT
dhrp-95	123	36	56	56	NUM
dhrp-95	123	37	)	)	PUNCT
dhrp-95	123	38	.	.	PUNCT
dhrp-95	124	1	the	the	DET
dhrp-95	124	2	issues	issue	NOUN
dhrp-95	124	3	of	of	ADP
dhrp-95	124	4	ai	ai	ADJ
dhrp-95	124	5	model	model	NOUN
dhrp-95	124	6	interpretability	interpretability	NOUN
dhrp-95	124	7	,	,	PUNCT
dhrp-95	124	8	trust	trust	NOUN
dhrp-95	124	9	,	,	PUNCT
dhrp-95	124	10	reproducibility	reproducibility	NOUN
dhrp-95	124	11	,	,	PUNCT
dhrp-95	124	12	and	and	CCONJ
dhrp-95	124	13	generalizability	generalizability	NOUN
dhrp-95	124	14	have	have	AUX
dhrp-95	124	15	garnered	garner	VERB
dhrp-95	124	16	substantial	substantial	ADJ
dhrp-95	124	17	attention	attention	NOUN
dhrp-95	124	18	,	,	PUNCT
dhrp-95	124	19	with	with	ADP
dhrp-95	124	20	growing	grow	VERB
dhrp-95	124	21	recognition	recognition	NOUN
dhrp-95	124	22	of	of	ADP
dhrp-95	124	23	biases	bias	NOUN
dhrp-95	124	24	in	in	ADP
dhrp-95	124	25	demographic	demographic	ADJ
dhrp-95	124	26	factors	factor	NOUN
dhrp-95	124	27	like	like	ADP
dhrp-95	124	28	sex	sex	NOUN
dhrp-95	124	29	and	and	CCONJ
dhrp-95	124	30	ethnicity	ethnicity	NOUN
dhrp-95	124	31	(	(	PUNCT
dhrp-95	124	32	57	57	NUM
dhrp-95	124	33	)	)	PUNCT
dhrp-95	124	34	.	.	PUNCT
dhrp-95	125	1	for	for	ADP
dhrp-95	125	2	instance	instance	NOUN
dhrp-95	125	3	,	,	PUNCT
dhrp-95	125	4	an	an	DET
dhrp-95	125	5	ai	ai	NOUN
dhrp-95	125	6	tool	tool	NOUN
dhrp-95	125	7	for	for	ADP
dhrp-95	125	8	using	use	VERB
dhrp-95	125	9	129,450	129,450	NUM
dhrp-95	125	10	images	image	NOUN
dhrp-95	125	11	for	for	ADP
dhrp-95	125	12	detecting	detect	VERB
dhrp-95	125	13	skin	skin	NOUN
dhrp-95	125	14	cancer	cancer	NOUN
dhrp-95	125	15	displayed	display	VERB
dhrp-95	125	16	parity	parity	NOUN
dhrp-95	125	17	with	with	ADP
dhrp-95	125	18	dermatologists	dermatologist	NOUN
dhrp-95	125	19	but	but	CCONJ
dhrp-95	125	20	faced	face	VERB
dhrp-95	125	21	criticism	criticism	NOUN
dhrp-95	125	22	for	for	ADP
dhrp-95	125	23	underrepresentation	underrepresentation	NOUN
dhrp-95	125	24	of	of	ADP
dhrp-95	125	25	darker	dark	ADJ
dhrp-95	125	26	skin	skin	NOUN
dhrp-95	125	27	tones	tone	NOUN
dhrp-95	125	28	,	,	PUNCT
dhrp-95	125	29	raising	raise	VERB
dhrp-95	125	30	concerns	concern	NOUN
dhrp-95	125	31	about	about	ADP
dhrp-95	125	32	reproducibility	reproducibility	NOUN
dhrp-95	125	33	and	and	CCONJ
dhrp-95	125	34	applicability	applicability	NOUN
dhrp-95	125	35	(	(	PUNCT
dhrp-95	125	36	5859	5859	NUM
dhrp-95	125	37	)	)	PUNCT
dhrp-95	125	38	.	.	PUNCT
dhrp-95	126	1	additionally	additionally	ADV
dhrp-95	126	2	,	,	PUNCT
dhrp-95	126	3	the	the	DET
dhrp-95	126	4	meticulous	meticulous	ADJ
dhrp-95	126	5	curation	curation	NOUN
dhrp-95	126	6	and	and	CCONJ
dhrp-95	126	7	storage	storage	NOUN
dhrp-95	126	8	of	of	ADP
dhrp-95	126	9	data	datum	NOUN
dhrp-95	126	10	for	for	ADP
dhrp-95	126	11	machine	machine	NOUN
dhrp-95	126	12	learning	learning	NOUN
dhrp-95	126	13	models	model	NOUN
dhrp-95	126	14	,	,	PUNCT
dhrp-95	126	15	along	along	ADP
dhrp-95	126	16	with	with	ADP
dhrp-95	126	17	evolving	evolve	VERB
dhrp-95	126	18	data	datum	NOUN
dhrp-95	126	19	stewardship	stewardship	NOUN
dhrp-95	126	20	expectations	expectation	NOUN
dhrp-95	126	21	,	,	PUNCT
dhrp-95	126	22	further	far	ADV
dhrp-95	126	23	complicate	complicate	VERB
dhrp-95	126	24	ai	ai	NOUN
dhrp-95	126	25	advancement	advancement	NOUN
dhrp-95	126	26	(	(	PUNCT
dhrp-95	126	27	60	60	NUM
dhrp-95	126	28	)	)	PUNCT
dhrp-95	126	29	.	.	PUNCT
dhrp-95	127	1	fostering	foster	VERB
dhrp-95	127	2	ai	ai	VERB
dhrp-95	127	3	applications	application	NOUN
dhrp-95	127	4	in	in	ADP
dhrp-95	127	5	cancer	cancer	NOUN
dhrp-95	127	6	care	care	NOUN
dhrp-95	127	7	demands	demand	VERB
dhrp-95	127	8	a	a	DET
dhrp-95	127	9	focus	focus	NOUN
dhrp-95	127	10	on	on	ADP
dhrp-95	127	11	clinical	clinical	ADJ
dhrp-95	127	12	validity	validity	NOUN
dhrp-95	127	13	,	,	PUNCT
dhrp-95	127	14	utility	utility	NOUN
dhrp-95	127	15	,	,	PUNCT
dhrp-95	127	16	and	and	CCONJ
dhrp-95	127	17	usability	usability	NOUN
dhrp-95	127	18	.	.	PUNCT
dhrp-95	128	1	achieving	achieve	VERB
dhrp-95	128	2	this	this	PRON
dhrp-95	128	3	entails	entail	VERB
dhrp-95	128	4	a	a	DET
dhrp-95	128	5	patient	patient	NOUN
dhrp-95	128	6	-	-	PUNCT
dhrp-95	128	7	centric	centric	ADJ
dhrp-95	128	8	,	,	PUNCT
dhrp-95	128	9	clinical	clinical	ADJ
dhrp-95	128	10	decision	decision	NOUN
dhrp-95	128	11	-	-	PUNCT
dhrp-95	128	12	oriented	orient	VERB
dhrp-95	128	13	approach	approach	NOUN
dhrp-95	128	14	to	to	ADP
dhrp-95	128	15	model	model	NOUN
dhrp-95	128	16	development	development	NOUN
dhrp-95	128	17	and	and	CCONJ
dhrp-95	128	18	assessment	assessment	NOUN
dhrp-95	128	19	(	(	PUNCT
dhrp-95	128	20	61	61	NUM
dhrp-95	128	21	)	)	PUNCT
dhrp-95	128	22	.	.	PUNCT
dhrp-95	129	1	from	from	ADP
dhrp-95	129	2	challenges	challenge	NOUN
dhrp-95	129	3	in	in	ADP
dhrp-95	129	4	training	training	NOUN
dhrp-95	129	5	machine	machine	NOUN
dhrp-95	129	6	learning	learn	VERB
dhrp-95	129	7	systems	system	NOUN
dhrp-95	129	8	to	to	ADP
dhrp-95	129	9	accountability	accountability	NOUN
dhrp-95	129	10	uncertainties	uncertainty	NOUN
dhrp-95	129	11	,	,	PUNCT
dhrp-95	129	12	the	the	DET
dhrp-95	129	13	incremental	incremental	ADJ
dhrp-95	129	14	implementation	implementation	NOUN
dhrp-95	129	15	of	of	ADP
dhrp-95	129	16	ai	ai	NOUN
dhrp-95	129	17	remains	remain	NOUN
dhrp-95	129	18	complex	complex	ADJ
dhrp-95	129	19	(	(	PUNCT
dhrp-95	129	20	62	62	NUM
dhrp-95	129	21	)	)	PUNCT
dhrp-95	129	22	.	.	PUNCT
dhrp-95	130	1	moreover	moreover	ADV
dhrp-95	130	2	,	,	PUNCT
dhrp-95	130	3	physician	physician	NOUN
dhrp-95	130	4	comprehension	comprehension	NOUN
dhrp-95	130	5	of	of	ADP
dhrp-95	130	6	ai	ai	PROPN
dhrp-95	130	7	's	's	PART
dhrp-95	130	8	potential	potential	NOUN
dhrp-95	130	9	remains	remain	VERB
dhrp-95	130	10	a	a	DET
dhrp-95	130	11	significant	significant	ADJ
dhrp-95	130	12	aspect	aspect	NOUN
dhrp-95	130	13	that	that	PRON
dhrp-95	130	14	needs	need	VERB
dhrp-95	130	15	to	to	PART
dhrp-95	130	16	be	be	AUX
dhrp-95	130	17	addressed	address	VERB
dhrp-95	130	18	(	(	PUNCT
dhrp-95	130	19	63	63	NUM
dhrp-95	130	20	)	)	PUNCT
dhrp-95	130	21	.	.	PUNCT
dhrp-95	131	1	this	this	DET
dhrp-95	131	2	domain	domain	NOUN
dhrp-95	131	3	undoubtedly	undoubtedly	ADV
dhrp-95	131	4	holds	hold	VERB
dhrp-95	131	5	immense	immense	ADJ
dhrp-95	131	6	promise	promise	NOUN
dhrp-95	131	7	,	,	PUNCT
dhrp-95	131	8	yet	yet	CCONJ
dhrp-95	131	9	it	it	PRON
dhrp-95	131	10	is	be	AUX
dhrp-95	131	11	marked	mark	VERB
dhrp-95	131	12	by	by	ADP
dhrp-95	131	13	notable	notable	ADJ
dhrp-95	131	14	gaps	gap	NOUN
dhrp-95	131	15	and	and	CCONJ
dhrp-95	131	16	ambiguities	ambiguity	NOUN
dhrp-95	131	17	requiring	require	VERB
dhrp-95	131	18	attention	attention	NOUN
dhrp-95	131	19	.	.	PUNCT
dhrp-95	132	1	the	the	DET
dhrp-95	132	2	primary	primary	ADJ
dhrp-95	132	3	hurdle	hurdle	NOUN
dhrp-95	132	4	lies	lie	VERB
dhrp-95	132	5	not	not	PART
dhrp-95	132	6	in	in	ADP
dhrp-95	132	7	the	the	DET
dhrp-95	132	8	rapid	rapid	ADJ
dhrp-95	132	9	technological	technological	ADJ
dhrp-95	132	10	advancements	advancement	NOUN
dhrp-95	132	11	,	,	PUNCT
dhrp-95	132	12	which	which	PRON
dhrp-95	132	13	continually	continually	ADV
dhrp-95	132	14	unveil	unveil	VERB
dhrp-95	132	15	new	new	ADJ
dhrp-95	132	16	application	application	NOUN
dhrp-95	132	17	areas	area	NOUN
dhrp-95	132	18	,	,	PUNCT
dhrp-95	132	19	but	but	CCONJ
dhrp-95	132	20	rather	rather	ADV
dhrp-95	132	21	in	in	ADP
dhrp-95	132	22	the	the	DET
dhrp-95	132	23	deficient	deficient	ADJ
dhrp-95	132	24	legal	legal	ADJ
dhrp-95	132	25	framework	framework	NOUN
dhrp-95	132	26	.	.	PUNCT
dhrp-95	133	1	inadequate	inadequate	ADJ
dhrp-95	133	2	regulations	regulation	NOUN
dhrp-95	133	3	,	,	PUNCT
dhrp-95	133	4	coupled	couple	VERB
dhrp-95	133	5	with	with	ADP
dhrp-95	133	6	political	political	ADJ
dhrp-95	133	7	,	,	PUNCT
dhrp-95	133	8	ethical	ethical	ADJ
dhrp-95	133	9	,	,	PUNCT
dhrp-95	133	10	and	and	CCONJ
dhrp-95	133	11	financial	financial	ADJ
dhrp-95	133	12	intricacies	intricacy	NOUN
dhrp-95	133	13	,	,	PUNCT
dhrp-95	133	14	underscore	underscore	VERB
dhrp-95	133	15	the	the	DET
dhrp-95	133	16	challenge	challenge	NOUN
dhrp-95	133	17	(	(	PUNCT
dhrp-95	133	18	64	64	NUM
dhrp-95	133	19	)	)	PUNCT
dhrp-95	133	20	.	.	PUNCT
dhrp-95	134	1	hence	hence	ADV
dhrp-95	134	2	,	,	PUNCT
dhrp-95	134	3	a	a	DET
dhrp-95	134	4	collaborative	collaborative	ADJ
dhrp-95	134	5	effort	effort	NOUN
dhrp-95	134	6	among	among	ADP
dhrp-95	134	7	technologists	technologist	NOUN
dhrp-95	134	8	,	,	PUNCT
dhrp-95	134	9	policymakers	policymaker	NOUN
dhrp-95	134	10	,	,	PUNCT
dhrp-95	134	11	and	and	CCONJ
dhrp-95	134	12	ethicists	ethicist	NOUN
dhrp-95	134	13	becomes	become	VERB
dhrp-95	134	14	paramount	paramount	ADJ
dhrp-95	134	15	.	.	PUNCT
dhrp-95	135	1	the	the	DET
dhrp-95	135	2	imperative	imperative	NOUN
dhrp-95	135	3	is	be	AUX
dhrp-95	135	4	to	to	PART
dhrp-95	135	5	establish	establish	VERB
dhrp-95	135	6	a	a	DET
dhrp-95	135	7	robust	robust	ADJ
dhrp-95	135	8	legal	legal	ADJ
dhrp-95	135	9	structure	structure	NOUN
dhrp-95	135	10	that	that	PRON
dhrp-95	135	11	guides	guide	VERB
dhrp-95	135	12	innovation	innovation	NOUN
dhrp-95	135	13	while	while	SCONJ
dhrp-95	135	14	upholding	uphold	VERB
dhrp-95	135	15	ethical	ethical	ADJ
dhrp-95	135	16	norms	norm	NOUN
dhrp-95	135	17	.	.	PUNCT
dhrp-95	136	1	this	this	DET
dhrp-95	136	2	harmonious	harmonious	ADJ
dhrp-95	136	3	convergence	convergence	NOUN
dhrp-95	136	4	has	have	VERB
dhrp-95	136	5	the	the	DET
dhrp-95	136	6	potential	potential	NOUN
dhrp-95	136	7	to	to	PART
dhrp-95	136	8	unleash	unleash	VERB
dhrp-95	136	9	the	the	DET
dhrp-95	136	10	realm	realm	NOUN
dhrp-95	136	11	's	's	PART
dhrp-95	136	12	possibilities	possibility	NOUN
dhrp-95	136	13	,	,	PUNCT
dhrp-95	136	14	dissipating	dissipate	VERB
dhrp-95	136	15	uncertainties	uncertainty	NOUN
dhrp-95	136	16	and	and	CCONJ
dhrp-95	136	17	nurturing	nurture	VERB
dhrp-95	136	18	responsible	responsible	ADJ
dhrp-95	136	19	advancement	advancement	NOUN
dhrp-95	136	20	.	.	PUNCT
dhrp-95	137	1	special	special	ADJ
dhrp-95	137	2	edition	edition	NOUN
dhrp-95	137	3	:	:	PUNCT
dhrp-95	137	4	junior	junior	ADJ
dhrp-95	137	5	commentary	commentary	NOUN
dhrp-95	137	6	https://doi.org/10.47488/dhrp.v3is1.95	https://doi.org/10.47488/dhrp.v3is1.95	PROPN
dhrp-95	137	7	dhr	dhr	PROPN
dhrp-95	137	8	proceedings	proceeding	NOUN
dhrp-95	137	9	ǀ	ǀ	ADP
dhrp-95	137	10	http://dhrproceedings.org	http://dhrproceedings.org	PROPN
dhrp-95	137	11	6	6	NUM
dhrp-95	137	12	2023	2023	NUM
dhrp-95	137	13	,	,	PUNCT
dhrp-95	137	14	vol	vol	NOUN
dhrp-95	137	15	.	.	NOUN
dhrp-95	137	16	3	3	NUM
dhrp-95	137	17	no	no	NOUN
dhrp-95	137	18	.	.	PUNCT
dhrp-95	138	1	s1	s1	NOUN
dhrp-95	138	2	1	1	NUM
dhrp-95	138	3	-	-	PUNCT
dhrp-95	138	4	-10	-10	ADV
dhrp-95	138	5	ethical	ethical	ADJ
dhrp-95	138	6	and	and	CCONJ
dhrp-95	138	7	regulatory	regulatory	ADJ
dhrp-95	138	8	considerations	consideration	NOUN
dhrp-95	138	9	artificial	artificial	ADJ
dhrp-95	138	10	intelligence	intelligence	NOUN
dhrp-95	138	11	(	(	PUNCT
dhrp-95	138	12	ai	ai	NOUN
dhrp-95	138	13	)	)	PUNCT
dhrp-95	138	14	,	,	PUNCT
dhrp-95	138	15	while	while	SCONJ
dhrp-95	138	16	transforming	transform	VERB
dhrp-95	138	17	the	the	DET
dhrp-95	138	18	medical	medical	ADJ
dhrp-95	138	19	landscape	landscape	NOUN
dhrp-95	138	20	,	,	PUNCT
dhrp-95	138	21	raises	raise	VERB
dhrp-95	138	22	significant	significant	ADJ
dhrp-95	138	23	ethical	ethical	ADJ
dhrp-95	138	24	considerations	consideration	NOUN
dhrp-95	138	25	.	.	PUNCT
dhrp-95	139	1	while	while	SCONJ
dhrp-95	139	2	ai	ai	VERB
dhrp-95	139	3	holds	hold	VERB
dhrp-95	139	4	potential	potential	NOUN
dhrp-95	139	5	in	in	ADP
dhrp-95	139	6	healthcare	healthcare	PROPN
dhrp-95	139	7	,	,	PUNCT
dhrp-95	139	8	its	its	PRON
dhrp-95	139	9	implementation	implementation	NOUN
dhrp-95	139	10	necessitates	necessitate	VERB
dhrp-95	139	11	careful	careful	ADJ
dhrp-95	139	12	oversight	oversight	NOUN
dhrp-95	139	13	akin	akin	ADJ
dhrp-95	139	14	to	to	ADP
dhrp-95	139	15	physician	physician	NOUN
dhrp-95	139	16	conduct	conduct	NOUN
dhrp-95	139	17	.	.	PUNCT
dhrp-95	140	1	to	to	PART
dhrp-95	140	2	ensure	ensure	VERB
dhrp-95	140	3	safe	safe	ADJ
dhrp-95	140	4	utilization	utilization	NOUN
dhrp-95	140	5	and	and	CCONJ
dhrp-95	140	6	assessment	assessment	NOUN
dhrp-95	140	7	of	of	ADP
dhrp-95	140	8	ai	ai	PROPN
dhrp-95	140	9	technology	technology	NOUN
dhrp-95	140	10	,	,	PUNCT
dhrp-95	140	11	regulatory	regulatory	ADJ
dhrp-95	140	12	frameworks	framework	NOUN
dhrp-95	140	13	are	be	AUX
dhrp-95	140	14	imperative	imperative	ADJ
dhrp-95	140	15	,	,	PUNCT
dhrp-95	140	16	coupled	couple	VERB
dhrp-95	140	17	with	with	ADP
dhrp-95	140	18	research	research	NOUN
dhrp-95	140	19	into	into	ADP
dhrp-95	140	20	its	its	PRON
dhrp-95	140	21	medical	medical	ADJ
dhrp-95	140	22	capabilities	capability	NOUN
dhrp-95	140	23	and	and	CCONJ
dhrp-95	140	24	constraints	constraint	NOUN
dhrp-95	140	25	(	(	PUNCT
dhrp-95	140	26	63	63	NUM
dhrp-95	140	27	)	)	PUNCT
dhrp-95	140	28	.	.	PUNCT
dhrp-95	141	1	given	give	VERB
dhrp-95	141	2	that	that	SCONJ
dhrp-95	141	3	patients	patient	NOUN
dhrp-95	141	4	interact	interact	VERB
dhrp-95	141	5	with	with	ADP
dhrp-95	141	6	physicians	physician	NOUN
dhrp-95	141	7	during	during	ADP
dhrp-95	141	8	vulnerable	vulnerable	ADJ
dhrp-95	141	9	moments	moment	NOUN
dhrp-95	141	10	,	,	PUNCT
dhrp-95	141	11	maintaining	maintain	VERB
dhrp-95	141	12	sensitivity	sensitivity	NOUN
dhrp-95	141	13	to	to	ADP
dhrp-95	141	14	this	this	DET
dhrp-95	141	15	fact	fact	NOUN
dhrp-95	141	16	is	be	AUX
dhrp-95	141	17	crucial	crucial	ADJ
dhrp-95	141	18	(	(	PUNCT
dhrp-95	141	19	65	65	NUM
dhrp-95	141	20	)	)	PUNCT
dhrp-95	141	21	.	.	PUNCT
dhrp-95	142	1	protecting	protect	VERB
dhrp-95	142	2	health	health	NOUN
dhrp-95	142	3	data	datum	NOUN
dhrp-95	142	4	,	,	PUNCT
dhrp-95	142	5	which	which	PRON
dhrp-95	142	6	encompasses	encompass	VERB
dhrp-95	142	7	private	private	ADJ
dhrp-95	142	8	patient	patient	NOUN
dhrp-95	142	9	and	and	CCONJ
dhrp-95	142	10	caregiver	caregiver	NOUN
dhrp-95	142	11	details	detail	NOUN
dhrp-95	142	12	and	and	CCONJ
dhrp-95	142	13	medical	medical	ADJ
dhrp-95	142	14	histories	history	NOUN
dhrp-95	142	15	,	,	PUNCT
dhrp-95	142	16	is	be	AUX
dhrp-95	142	17	paramount	paramount	ADJ
dhrp-95	142	18	.	.	PUNCT
dhrp-95	143	1	breaches	breach	NOUN
dhrp-95	143	2	could	could	AUX
dhrp-95	143	3	lead	lead	VERB
dhrp-95	143	4	to	to	ADP
dhrp-95	143	5	personal	personal	ADJ
dhrp-95	143	6	repercussions	repercussion	NOUN
dhrp-95	143	7	such	such	ADJ
dhrp-95	143	8	as	as	ADP
dhrp-95	143	9	bullying	bullying	NOUN
dhrp-95	143	10	,	,	PUNCT
dhrp-95	143	11	higher	high	ADJ
dhrp-95	143	12	insurance	insurance	NOUN
dhrp-95	143	13	premiums	premium	NOUN
dhrp-95	143	14	,	,	PUNCT
dhrp-95	143	15	and	and	CCONJ
dhrp-95	143	16	job	job	NOUN
dhrp-95	143	17	loss	loss	NOUN
dhrp-95	143	18	(	(	PUNCT
dhrp-95	143	19	66	66	NUM
dhrp-95	143	20	-	-	SYM
dhrp-95	143	21	67	67	NUM
dhrp-95	143	22	)	)	PUNCT
dhrp-95	143	23	.	.	PUNCT
dhrp-95	144	1	security	security	NOUN
dhrp-95	144	2	,	,	PUNCT
dhrp-95	144	3	privacy	privacy	NOUN
dhrp-95	144	4	,	,	PUNCT
dhrp-95	144	5	and	and	CCONJ
dhrp-95	144	6	trust	trust	NOUN
dhrp-95	144	7	are	be	AUX
dhrp-95	144	8	non	non	ADJ
dhrp-95	144	9	-	-	ADJ
dhrp-95	144	10	negotiable	negotiable	ADJ
dhrp-95	144	11	(	(	PUNCT
dhrp-95	144	12	68	68	NUM
dhrp-95	144	13	)	)	PUNCT
dhrp-95	144	14	.	.	PUNCT
dhrp-95	145	1	ai	ai	VERB
dhrp-95	145	2	will	will	AUX
dhrp-95	145	3	not	not	PART
dhrp-95	145	4	supplant	supplant	VERB
dhrp-95	145	5	human	human	ADJ
dhrp-95	145	6	roles	role	NOUN
dhrp-95	145	7	entirely	entirely	ADV
dhrp-95	145	8	,	,	PUNCT
dhrp-95	145	9	but	but	CCONJ
dhrp-95	145	10	integration	integration	NOUN
dhrp-95	145	11	into	into	ADP
dhrp-95	145	12	physicians	physician	NOUN
dhrp-95	145	13	'	'	PART
dhrp-95	145	14	routines	routine	NOUN
dhrp-95	145	15	can	can	AUX
dhrp-95	145	16	be	be	AUX
dhrp-95	145	17	pivotal	pivotal	ADJ
dhrp-95	145	18	(	(	PUNCT
dhrp-95	145	19	68	68	NUM
dhrp-95	145	20	)	)	PUNCT
dhrp-95	145	21	.	.	PUNCT
dhrp-95	146	1	transitioning	transition	VERB
dhrp-95	146	2	towards	towards	ADP
dhrp-95	146	3	personalized	personalize	VERB
dhrp-95	146	4	,	,	PUNCT
dhrp-95	146	5	evidencebased	evidencebase	VERB
dhrp-95	146	6	patient	patient	NOUN
dhrp-95	146	7	management	management	NOUN
dhrp-95	146	8	warrants	warrant	NOUN
dhrp-95	146	9	rigorous	rigorous	ADJ
dhrp-95	146	10	evaluations	evaluation	NOUN
dhrp-95	146	11	of	of	ADP
dhrp-95	146	12	ai	ai	PROPN
dhrp-95	146	13	technologies	technology	NOUN
dhrp-95	146	14	,	,	PUNCT
dhrp-95	146	15	particularly	particularly	ADV
dhrp-95	146	16	in	in	ADP
dhrp-95	146	17	cancer	cancer	NOUN
dhrp-95	146	18	risk	risk	NOUN
dhrp-95	146	19	or	or	CCONJ
dhrp-95	146	20	management	management	NOUN
dhrp-95	146	21	scenarios	scenario	NOUN
dhrp-95	146	22	(	(	PUNCT
dhrp-95	146	23	68	68	NUM
dhrp-95	146	24	)	)	PUNCT
dhrp-95	146	25	.	.	PUNCT
dhrp-95	147	1	ethical	ethical	ADJ
dhrp-95	147	2	concerns	concern	NOUN
dhrp-95	147	3	include	include	VERB
dhrp-95	147	4	the	the	DET
dhrp-95	147	5	opaque	opaque	ADJ
dhrp-95	147	6	nature	nature	NOUN
dhrp-95	147	7	of	of	ADP
dhrp-95	147	8	ai	ai	PROPN
dhrp-95	147	9	decisions	decision	NOUN
dhrp-95	147	10	,	,	PUNCT
dhrp-95	147	11	its	its	PRON
dhrp-95	147	12	influence	influence	NOUN
dhrp-95	147	13	on	on	ADP
dhrp-95	147	14	patient	patient	ADJ
dhrp-95	147	15	engagement	engagement	NOUN
dhrp-95	147	16	and	and	CCONJ
dhrp-95	147	17	shared	share	VERB
dhrp-95	147	18	decision	decision	NOUN
dhrp-95	147	19	-	-	PUNCT
dhrp-95	147	20	making	making	NOUN
dhrp-95	147	21	,	,	PUNCT
dhrp-95	147	22	and	and	CCONJ
dhrp-95	147	23	the	the	DET
dhrp-95	147	24	allocation	allocation	NOUN
dhrp-95	147	25	of	of	ADP
dhrp-95	147	26	responsibility	responsibility	NOUN
dhrp-95	147	27	if	if	SCONJ
dhrp-95	147	28	ai	ai	VERB
dhrp-95	147	29	predictions	prediction	NOUN
dhrp-95	147	30	falter	falter	VERB
dhrp-95	147	31	(	(	PUNCT
dhrp-95	147	32	69	69	NUM
dhrp-95	147	33	)	)	PUNCT
dhrp-95	147	34	.	.	PUNCT
dhrp-95	148	1	other	other	ADJ
dhrp-95	148	2	ethical	ethical	ADJ
dhrp-95	148	3	issues	issue	NOUN
dhrp-95	148	4	encompass	encompass	VERB
dhrp-95	148	5	informed	informed	ADJ
dhrp-95	148	6	data	datum	NOUN
dhrp-95	148	7	consent	consent	NOUN
dhrp-95	148	8	,	,	PUNCT
dhrp-95	148	9	safety	safety	NOUN
dhrp-95	148	10	,	,	PUNCT
dhrp-95	148	11	transparency	transparency	NOUN
dhrp-95	148	12	,	,	PUNCT
dhrp-95	148	13	algorithmic	algorithmic	ADJ
dhrp-95	148	14	fairness	fairness	NOUN
dhrp-95	148	15	,	,	PUNCT
dhrp-95	148	16	biases	bias	NOUN
dhrp-95	148	17	,	,	PUNCT
dhrp-95	148	18	and	and	CCONJ
dhrp-95	148	19	data	datum	NOUN
dhrp-95	148	20	privacy	privacy	NOUN
dhrp-95	148	21	(	(	PUNCT
dhrp-95	148	22	65	65	NUM
dhrp-95	148	23	)	)	PUNCT
dhrp-95	148	24	.	.	PUNCT
dhrp-95	149	1	with	with	ADP
dhrp-95	149	2	ai	ai	AUX
dhrp-95	149	3	gaining	gain	VERB
dhrp-95	149	4	prominence	prominence	NOUN
dhrp-95	149	5	in	in	ADP
dhrp-95	149	6	high	high	ADJ
dhrp-95	149	7	-	-	PUNCT
dhrp-95	149	8	stakes	stake	NOUN
dhrp-95	149	9	contexts	context	NOUN
dhrp-95	149	10	,	,	PUNCT
dhrp-95	149	11	ensuring	ensure	VERB
dhrp-95	149	12	accountable	accountable	ADJ
dhrp-95	149	13	,	,	PUNCT
dhrp-95	149	14	equitable	equitable	ADJ
dhrp-95	149	15	,	,	PUNCT
dhrp-95	149	16	and	and	CCONJ
dhrp-95	149	17	transparent	transparent	ADJ
dhrp-95	149	18	ai	ai	NOUN
dhrp-95	149	19	design	design	NOUN
dhrp-95	149	20	and	and	CCONJ
dhrp-95	149	21	governance	governance	NOUN
dhrp-95	149	22	is	be	AUX
dhrp-95	149	23	paramount	paramount	ADJ
dhrp-95	149	24	(	(	PUNCT
dhrp-95	149	25	70	70	NUM
dhrp-95	149	26	)	)	PUNCT
dhrp-95	149	27	.	.	PUNCT
dhrp-95	150	1	transparency	transparency	NOUN
dhrp-95	150	2	hinges	hinge	NOUN
dhrp-95	150	3	on	on	ADP
dhrp-95	150	4	accessible	accessible	ADJ
dhrp-95	150	5	and	and	CCONJ
dhrp-95	150	6	comprehensible	comprehensible	ADJ
dhrp-95	150	7	information	information	NOUN
dhrp-95	150	8	(	(	PUNCT
dhrp-95	150	9	71	71	NUM
dhrp-95	150	10	)	)	PUNCT
dhrp-95	150	11	.	.	PUNCT
dhrp-95	151	1	further	further	ADJ
dhrp-95	151	2	interdisciplinary	interdisciplinary	ADJ
dhrp-95	151	3	collaboration	collaboration	NOUN
dhrp-95	151	4	and	and	CCONJ
dhrp-95	151	5	research	research	NOUN
dhrp-95	151	6	hold	hold	VERB
dhrp-95	151	7	potential	potential	ADJ
dhrp-95	151	8	to	to	PART
dhrp-95	151	9	markedly	markedly	ADV
dhrp-95	151	10	enhance	enhance	VERB
dhrp-95	151	11	patient	patient	NOUN
dhrp-95	151	12	care	care	NOUN
dhrp-95	151	13	quality	quality	NOUN
dhrp-95	151	14	,	,	PUNCT
dhrp-95	151	15	rebalance	rebalance	NOUN
dhrp-95	151	16	clinician	clinician	NOUN
dhrp-95	151	17	workloads	workload	NOUN
dhrp-95	151	18	,	,	PUNCT
dhrp-95	151	19	and	and	CCONJ
dhrp-95	151	20	revolutionize	revolutionize	VERB
dhrp-95	151	21	medical	medical	ADJ
dhrp-95	151	22	practice	practice	NOUN
dhrp-95	151	23	(	(	PUNCT
dhrp-95	151	24	72	72	NUM
dhrp-95	151	25	)	)	PUNCT
dhrp-95	151	26	.	.	PUNCT
dhrp-95	152	1	this	this	DET
dhrp-95	152	2	dynamic	dynamic	ADJ
dhrp-95	152	3	journey	journey	NOUN
dhrp-95	152	4	toward	toward	ADP
dhrp-95	152	5	ethical	ethical	ADJ
dhrp-95	152	6	ai	ai	NOUN
dhrp-95	152	7	integration	integration	NOUN
dhrp-95	152	8	demands	demand	VERB
dhrp-95	152	9	collective	collective	ADJ
dhrp-95	152	10	dedication	dedication	NOUN
dhrp-95	152	11	and	and	CCONJ
dhrp-95	152	12	thoughtful	thoughtful	ADJ
dhrp-95	152	13	navigation	navigation	NOUN
dhrp-95	152	14	.	.	PUNCT
dhrp-95	153	1	conclusion	conclusion	NOUN
dhrp-95	153	2	and	and	CCONJ
dhrp-95	153	3	discussion	discussion	NOUN
dhrp-95	153	4	the	the	DET
dhrp-95	153	5	dynamic	dynamic	ADJ
dhrp-95	153	6	landscape	landscape	NOUN
dhrp-95	153	7	of	of	ADP
dhrp-95	153	8	cancer	cancer	NOUN
dhrp-95	153	9	care	care	NOUN
dhrp-95	153	10	poses	pose	VERB
dhrp-95	153	11	challenges	challenge	VERB
dhrp-95	153	12	that	that	DET
dhrp-95	153	13	necessitate	necessitate	ADJ
dhrp-95	153	14	innovative	innovative	ADJ
dhrp-95	153	15	and	and	CCONJ
dhrp-95	153	16	collaborative	collaborative	ADJ
dhrp-95	153	17	solutions	solution	NOUN
dhrp-95	153	18	.	.	PUNCT
dhrp-95	154	1	factors	factor	NOUN
dhrp-95	154	2	like	like	ADP
dhrp-95	154	3	urbanization	urbanization	NOUN
dhrp-95	154	4	,	,	PUNCT
dhrp-95	154	5	shifting	shift	VERB
dhrp-95	154	6	lifestyles	lifestyle	NOUN
dhrp-95	154	7	,	,	PUNCT
dhrp-95	154	8	and	and	CCONJ
dhrp-95	154	9	extended	extended	ADJ
dhrp-95	154	10	longevity	longevity	NOUN
dhrp-95	154	11	contribute	contribute	VERB
dhrp-95	154	12	to	to	ADP
dhrp-95	154	13	changing	change	VERB
dhrp-95	154	14	cancer	cancer	NOUN
dhrp-95	154	15	rates	rate	NOUN
dhrp-95	154	16	,	,	PUNCT
dhrp-95	154	17	underlining	underline	VERB
dhrp-95	154	18	the	the	DET
dhrp-95	154	19	urgency	urgency	NOUN
dhrp-95	154	20	of	of	ADP
dhrp-95	154	21	targeted	target	VERB
dhrp-95	154	22	interventions	intervention	NOUN
dhrp-95	154	23	and	and	CCONJ
dhrp-95	154	24	equitable	equitable	ADJ
dhrp-95	154	25	healthcare	healthcare	NOUN
dhrp-95	154	26	access	access	NOUN
dhrp-95	154	27	.	.	PUNCT
dhrp-95	155	1	the	the	DET
dhrp-95	155	2	complexities	complexity	NOUN
dhrp-95	155	3	of	of	ADP
dhrp-95	155	4	cancer	cancer	NOUN
dhrp-95	155	5	prevalence	prevalence	NOUN
dhrp-95	155	6	across	across	ADP
dhrp-95	155	7	regions	region	NOUN
dhrp-95	155	8	and	and	CCONJ
dhrp-95	155	9	demographics	demographic	NOUN
dhrp-95	155	10	further	far	ADV
dhrp-95	155	11	underscore	underscore	VERB
dhrp-95	155	12	the	the	DET
dhrp-95	155	13	need	need	NOUN
dhrp-95	155	14	for	for	ADP
dhrp-95	155	15	tailored	tailored	ADJ
dhrp-95	155	16	approaches	approach	NOUN
dhrp-95	155	17	and	and	CCONJ
dhrp-95	155	18	resource	resource	NOUN
dhrp-95	155	19	allocation	allocation	NOUN
dhrp-95	155	20	.	.	PUNCT
dhrp-95	156	1	however	however	ADV
dhrp-95	156	2	,	,	PUNCT
dhrp-95	156	3	implementing	implement	VERB
dhrp-95	156	4	effective	effective	ADJ
dhrp-95	156	5	cancer	cancer	NOUN
dhrp-95	156	6	screening	screening	NOUN
dhrp-95	156	7	and	and	CCONJ
dhrp-95	156	8	diagnostics	diagnostic	NOUN
dhrp-95	156	9	remains	remain	VERB
dhrp-95	156	10	particularly	particularly	ADV
dhrp-95	156	11	daunting	daunt	VERB
dhrp-95	156	12	in	in	ADP
dhrp-95	156	13	resourceconstrained	resourceconstraine	VERB
dhrp-95	156	14	settings	setting	NOUN
dhrp-95	156	15	,	,	PUNCT
dhrp-95	156	16	emphasizing	emphasize	VERB
dhrp-95	156	17	the	the	DET
dhrp-95	156	18	demand	demand	NOUN
dhrp-95	156	19	for	for	ADP
dhrp-95	156	20	technology	technology	NOUN
dhrp-95	156	21	-	-	PUNCT
dhrp-95	156	22	driven	drive	VERB
dhrp-95	156	23	and	and	CCONJ
dhrp-95	156	24	user	user	NOUN
dhrp-95	156	25	-	-	PUNCT
dhrp-95	156	26	friendly	friendly	ADJ
dhrp-95	156	27	solutions	solution	NOUN
dhrp-95	156	28	.	.	PUNCT
dhrp-95	157	1	challenges	challenge	NOUN
dhrp-95	157	2	persist	persist	VERB
dhrp-95	157	3	in	in	ADP
dhrp-95	157	4	immunotherapy	immunotherapy	NOUN
dhrp-95	157	5	and	and	CCONJ
dhrp-95	157	6	targeted	target	VERB
dhrp-95	157	7	drug	drug	NOUN
dhrp-95	157	8	development	development	NOUN
dhrp-95	157	9	,	,	PUNCT
dhrp-95	157	10	requiring	require	VERB
dhrp-95	157	11	solutions	solution	NOUN
dhrp-95	157	12	for	for	ADP
dhrp-95	157	13	issues	issue	NOUN
dhrp-95	157	14	such	such	ADJ
dhrp-95	157	15	as	as	ADP
dhrp-95	157	16	translation	translation	NOUN
dhrp-95	157	17	and	and	CCONJ
dhrp-95	157	18	resistance	resistance	NOUN
dhrp-95	157	19	.	.	PUNCT
dhrp-95	158	1	artificial	artificial	ADJ
dhrp-95	158	2	intelligence	intelligence	NOUN
dhrp-95	158	3	(	(	PUNCT
dhrp-95	158	4	ai	ai	AUX
dhrp-95	158	5	)	)	PUNCT
dhrp-95	158	6	emerges	emerge	NOUN
dhrp-95	158	7	as	as	ADP
dhrp-95	158	8	a	a	DET
dhrp-95	158	9	potent	potent	ADJ
dhrp-95	158	10	tool	tool	NOUN
dhrp-95	158	11	to	to	PART
dhrp-95	158	12	address	address	VERB
dhrp-95	158	13	these	these	DET
dhrp-95	158	14	challenges	challenge	NOUN
dhrp-95	158	15	and	and	CCONJ
dhrp-95	158	16	reshape	reshape	VERB
dhrp-95	158	17	cancer	cancer	NOUN
dhrp-95	158	18	care	care	NOUN
dhrp-95	158	19	paradigms	paradigm	VERB
dhrp-95	158	20	.	.	PUNCT
dhrp-95	159	1	integrating	integrate	VERB
dhrp-95	159	2	ai	ai	VERB
dhrp-95	159	3	-	-	PUNCT
dhrp-95	159	4	driven	drive	VERB
dhrp-95	159	5	innovations	innovation	NOUN
dhrp-95	159	6	into	into	ADP
dhrp-95	159	7	point	point	NOUN
dhrp-95	159	8	-	-	PUNCT
dhrp-95	159	9	of	of	ADP
dhrp-95	159	10	-	-	PUNCT
dhrp-95	159	11	care	care	NOUN
dhrp-95	159	12	screening	screening	NOUN
dhrp-95	159	13	and	and	CCONJ
dhrp-95	159	14	diagnostics	diagnostic	NOUN
dhrp-95	159	15	has	have	VERB
dhrp-95	159	16	the	the	DET
dhrp-95	159	17	potential	potential	NOUN
dhrp-95	159	18	to	to	PART
dhrp-95	159	19	bridge	bridge	VERB
dhrp-95	159	20	global	global	ADJ
dhrp-95	159	21	cancer	cancer	NOUN
dhrp-95	159	22	care	care	NOUN
dhrp-95	159	23	gaps	gap	NOUN
dhrp-95	159	24	,	,	PUNCT
dhrp-95	159	25	especially	especially	ADV
dhrp-95	159	26	in	in	ADP
dhrp-95	159	27	resource	resource	NOUN
dhrp-95	159	28	-	-	PUNCT
dhrp-95	159	29	limited	limit	VERB
dhrp-95	159	30	regions	region	NOUN
dhrp-95	159	31	.	.	PUNCT
dhrp-95	160	1	beyond	beyond	ADP
dhrp-95	160	2	diagnosis	diagnosis	NOUN
dhrp-95	160	3	and	and	CCONJ
dhrp-95	160	4	treatment	treatment	NOUN
dhrp-95	160	5	,	,	PUNCT
dhrp-95	160	6	ai	ai	AUX
dhrp-95	160	7	enhances	enhance	NOUN
dhrp-95	160	8	clinician	clinician	ADJ
dhrp-95	160	9	decision	decision	NOUN
dhrp-95	160	10	-	-	PUNCT
dhrp-95	160	11	making	making	NOUN
dhrp-95	160	12	,	,	PUNCT
dhrp-95	160	13	streamlines	streamline	VERB
dhrp-95	160	14	clinical	clinical	ADJ
dhrp-95	160	15	processes	process	NOUN
dhrp-95	160	16	,	,	PUNCT
dhrp-95	160	17	and	and	CCONJ
dhrp-95	160	18	drives	drive	VERB
dhrp-95	160	19	cost	cost	NOUN
dhrp-95	160	20	reduction	reduction	NOUN
dhrp-95	160	21	.	.	PUNCT
dhrp-95	161	1	the	the	DET
dhrp-95	161	2	rapid	rapid	ADJ
dhrp-95	161	3	growth	growth	NOUN
dhrp-95	161	4	of	of	ADP
dhrp-95	161	5	ai	ai	VERB
dhrp-95	161	6	across	across	ADP
dhrp-95	161	7	healthcare	healthcare	NOUN
dhrp-95	161	8	domains	domain	NOUN
dhrp-95	161	9	,	,	PUNCT
dhrp-95	161	10	from	from	ADP
dhrp-95	161	11	drug	drug	NOUN
dhrp-95	161	12	discovery	discovery	NOUN
dhrp-95	161	13	to	to	ADP
dhrp-95	161	14	medical	medical	ADJ
dhrp-95	161	15	imaging	imaging	NOUN
dhrp-95	161	16	,	,	PUNCT
dhrp-95	161	17	underscores	underscore	VERB
dhrp-95	161	18	its	its	PRON
dhrp-95	161	19	transformative	transformative	ADJ
dhrp-95	161	20	impact	impact	NOUN
dhrp-95	161	21	.	.	PUNCT
dhrp-95	162	1	ai	ai	VERB
dhrp-95	162	2	's	's	PART
dhrp-95	162	3	proficiency	proficiency	NOUN
dhrp-95	162	4	in	in	ADP
dhrp-95	162	5	pattern	pattern	NOUN
dhrp-95	162	6	recognition	recognition	NOUN
dhrp-95	162	7	catalyzes	catalyze	VERB
dhrp-95	162	8	a	a	DET
dhrp-95	162	9	revolution	revolution	NOUN
dhrp-95	162	10	in	in	ADP
dhrp-95	162	11	radiology	radiology	NOUN
dhrp-95	162	12	,	,	PUNCT
dhrp-95	162	13	enhancing	enhance	VERB
dhrp-95	162	14	precise	precise	ADJ
dhrp-95	162	15	and	and	CCONJ
dhrp-95	162	16	efficient	efficient	ADJ
dhrp-95	162	17	image	image	NOUN
dhrp-95	162	18	interpretation	interpretation	NOUN
dhrp-95	162	19	and	and	CCONJ
dhrp-95	162	20	elevating	elevate	VERB
dhrp-95	162	21	patient	patient	ADJ
dhrp-95	162	22	care	care	NOUN
dhrp-95	162	23	.	.	PUNCT
dhrp-95	163	1	moreover	moreover	ADV
dhrp-95	163	2	,	,	PUNCT
dhrp-95	163	3	ai	ai	VERB
dhrp-95	163	4	's	's	PART
dhrp-95	163	5	synergy	synergy	NOUN
dhrp-95	163	6	with	with	ADP
dhrp-95	163	7	precision	precision	NOUN
dhrp-95	163	8	medicine	medicine	NOUN
dhrp-95	163	9	introduces	introduce	VERB
dhrp-95	163	10	a	a	DET
dhrp-95	163	11	pivotal	pivotal	ADJ
dhrp-95	163	12	shift	shift	NOUN
dhrp-95	163	13	,	,	PUNCT
dhrp-95	163	14	enabling	enable	VERB
dhrp-95	163	15	tailored	tailor	VERB
dhrp-95	163	16	treatments	treatment	NOUN
dhrp-95	163	17	grounded	ground	VERB
dhrp-95	163	18	in	in	ADP
dhrp-95	163	19	individual	individual	ADJ
dhrp-95	163	20	genetic	genetic	ADJ
dhrp-95	163	21	and	and	CCONJ
dhrp-95	163	22	environmental	environmental	ADJ
dhrp-95	163	23	variables	variable	NOUN
dhrp-95	163	24	.	.	PUNCT
dhrp-95	164	1	nonetheless	nonetheless	ADV
dhrp-95	164	2	,	,	PUNCT
dhrp-95	164	3	the	the	DET
dhrp-95	164	4	substantial	substantial	ADJ
dhrp-95	164	5	potential	potential	NOUN
dhrp-95	164	6	of	of	ADP
dhrp-95	164	7	ai	ai	NOUN
dhrp-95	164	8	must	must	AUX
dhrp-95	164	9	be	be	AUX
dhrp-95	164	10	approached	approach	VERB
dhrp-95	164	11	with	with	ADP
dhrp-95	164	12	ethical	ethical	ADJ
dhrp-95	164	13	considerations	consideration	NOUN
dhrp-95	164	14	and	and	CCONJ
dhrp-95	164	15	vigilance	vigilance	NOUN
dhrp-95	164	16	.	.	PUNCT
dhrp-95	165	1	prioritizing	prioritize	VERB
dhrp-95	165	2	privacy	privacy	NOUN
dhrp-95	165	3	,	,	PUNCT
dhrp-95	165	4	security	security	NOUN
dhrp-95	165	5	,	,	PUNCT
dhrp-95	165	6	transparency	transparency	NOUN
dhrp-95	165	7	,	,	PUNCT
dhrp-95	165	8	and	and	CCONJ
dhrp-95	165	9	bias	bias	NOUN
dhrp-95	165	10	mitigation	mitigation	NOUN
dhrp-95	165	11	is	be	AUX
dhrp-95	165	12	pivotal	pivotal	ADJ
dhrp-95	165	13	to	to	PART
dhrp-95	165	14	ensure	ensure	VERB
dhrp-95	165	15	ai	ai	VERB
dhrp-95	165	16	's	's	PART
dhrp-95	165	17	equitable	equitable	ADJ
dhrp-95	165	18	and	and	CCONJ
dhrp-95	165	19	responsible	responsible	ADJ
dhrp-95	165	20	deployment	deployment	NOUN
dhrp-95	165	21	in	in	ADP
dhrp-95	165	22	healthcare	healthcare	PROPN
dhrp-95	165	23	.	.	PUNCT
dhrp-95	166	1	collaborative	collaborative	ADJ
dhrp-95	166	2	efforts	effort	NOUN
dhrp-95	166	3	among	among	ADP
dhrp-95	166	4	technologists	technologist	NOUN
dhrp-95	166	5	,	,	PUNCT
dhrp-95	166	6	policymakers	policymaker	NOUN
dhrp-95	166	7	,	,	PUNCT
dhrp-95	166	8	and	and	CCONJ
dhrp-95	166	9	ethicists	ethicist	NOUN
dhrp-95	166	10	are	be	AUX
dhrp-95	166	11	essential	essential	ADJ
dhrp-95	166	12	to	to	PART
dhrp-95	166	13	establish	establish	VERB
dhrp-95	166	14	a	a	DET
dhrp-95	166	15	robust	robust	ADJ
dhrp-95	166	16	regulatory	regulatory	ADJ
dhrp-95	166	17	framework	framework	NOUN
dhrp-95	166	18	that	that	PRON
dhrp-95	166	19	guides	guide	VERB
dhrp-95	166	20	ai	ai	VERB
dhrp-95	166	21	innovation	innovation	NOUN
dhrp-95	166	22	while	while	SCONJ
dhrp-95	166	23	upholding	uphold	VERB
dhrp-95	166	24	ethical	ethical	ADJ
dhrp-95	166	25	norms	norm	NOUN
dhrp-95	166	26	.	.	PUNCT
dhrp-95	167	1	addressing	address	VERB
dhrp-95	167	2	concerns	concern	NOUN
dhrp-95	167	3	about	about	ADP
dhrp-95	167	4	data	datum	NOUN
dhrp-95	167	5	quality	quality	NOUN
dhrp-95	167	6	,	,	PUNCT
dhrp-95	167	7	model	model	NOUN
dhrp-95	167	8	interpretability	interpretability	NOUN
dhrp-95	167	9	,	,	PUNCT
dhrp-95	167	10	and	and	CCONJ
dhrp-95	167	11	accountability	accountability	NOUN
dhrp-95	167	12	remains	remain	VERB
dhrp-95	167	13	imperative	imperative	ADJ
dhrp-95	167	14	in	in	ADP
dhrp-95	167	15	ai	ai	PROPN
dhrp-95	167	16	's	's	PART
dhrp-95	167	17	ongoing	ongoing	ADJ
dhrp-95	167	18	evolution	evolution	NOUN
dhrp-95	167	19	.	.	PUNCT
dhrp-95	168	1	in	in	ADP
dhrp-95	168	2	light	light	NOUN
dhrp-95	168	3	of	of	ADP
dhrp-95	168	4	these	these	DET
dhrp-95	168	5	prospects	prospect	NOUN
dhrp-95	168	6	and	and	CCONJ
dhrp-95	168	7	challenges	challenge	NOUN
dhrp-95	168	8	,	,	PUNCT
dhrp-95	168	9	the	the	DET
dhrp-95	168	10	integration	integration	NOUN
dhrp-95	168	11	of	of	ADP
dhrp-95	168	12	ai	ai	VERB
dhrp-95	168	13	into	into	ADP
dhrp-95	168	14	cancer	cancer	NOUN
dhrp-95	168	15	care	care	NOUN
dhrp-95	168	16	holds	hold	VERB
dhrp-95	168	17	promise	promise	NOUN
dhrp-95	168	18	for	for	ADP
dhrp-95	168	19	overcoming	overcome	VERB
dhrp-95	168	20	obstacles	obstacle	NOUN
dhrp-95	168	21	and	and	CCONJ
dhrp-95	168	22	reshaping	reshape	VERB
dhrp-95	168	23	patient	patient	ADJ
dhrp-95	168	24	outcomes	outcome	NOUN
dhrp-95	168	25	.	.	PUNCT
dhrp-95	169	1	by	by	ADP
dhrp-95	169	2	harnessing	harness	VERB
dhrp-95	169	3	ai	ai	PROPN
dhrp-95	169	4	's	's	PART
dhrp-95	169	5	capabilities	capability	NOUN
dhrp-95	169	6	and	and	CCONJ
dhrp-95	169	7	fostering	foster	VERB
dhrp-95	169	8	collaboration	collaboration	NOUN
dhrp-95	169	9	,	,	PUNCT
dhrp-95	169	10	the	the	DET
dhrp-95	169	11	healthcare	healthcare	NOUN
dhrp-95	169	12	community	community	NOUN
dhrp-95	169	13	can	can	AUX
dhrp-95	169	14	strive	strive	VERB
dhrp-95	169	15	for	for	ADP
dhrp-95	169	16	personalized	personalized	ADJ
dhrp-95	169	17	,	,	PUNCT
dhrp-95	169	18	effective	effective	ADJ
dhrp-95	169	19	,	,	PUNCT
dhrp-95	169	20	and	and	CCONJ
dhrp-95	169	21	ethically	ethically	ADV
dhrp-95	169	22	sound	sound	VERB
dhrp-95	169	23	cancer	cancer	NOUN
dhrp-95	169	24	care	care	NOUN
dhrp-95	169	25	on	on	ADP
dhrp-95	169	26	a	a	DET
dhrp-95	169	27	global	global	ADJ
dhrp-95	169	28	scale	scale	NOUN
dhrp-95	169	29	.	.	PUNCT
dhrp-95	170	1	this	this	DET
dhrp-95	170	2	transformative	transformative	ADJ
dhrp-95	170	3	journey	journey	NOUN
dhrp-95	170	4	demands	demand	VERB
dhrp-95	170	5	a	a	DET
dhrp-95	170	6	comprehensive	comprehensive	ADJ
dhrp-95	170	7	approach	approach	NOUN
dhrp-95	170	8	,	,	PUNCT
dhrp-95	170	9	uniting	unite	VERB
dhrp-95	170	10	technological	technological	ADJ
dhrp-95	170	11	innovation	innovation	NOUN
dhrp-95	170	12	,	,	PUNCT
dhrp-95	170	13	regulatory	regulatory	ADJ
dhrp-95	170	14	diligence	diligence	NOUN
dhrp-95	170	15	,	,	PUNCT
dhrp-95	170	16	and	and	CCONJ
dhrp-95	170	17	ethical	ethical	ADJ
dhrp-95	170	18	contemplation	contemplation	NOUN
dhrp-95	170	19	.	.	PUNCT
dhrp-95	171	1	as	as	SCONJ
dhrp-95	171	2	we	we	PRON
dhrp-95	171	3	navigate	navigate	VERB
dhrp-95	171	4	this	this	DET
dhrp-95	171	5	path	path	NOUN
dhrp-95	171	6	,	,	PUNCT
dhrp-95	171	7	the	the	DET
dhrp-95	171	8	convergence	convergence	NOUN
dhrp-95	171	9	of	of	ADP
dhrp-95	171	10	ai	ai	NOUN
dhrp-95	171	11	and	and	CCONJ
dhrp-95	171	12	cancer	cancer	NOUN
dhrp-95	171	13	care	care	NOUN
dhrp-95	171	14	stands	stand	VERB
dhrp-95	171	15	as	as	ADP
dhrp-95	171	16	a	a	DET
dhrp-95	171	17	beacon	beacon	NOUN
dhrp-95	171	18	of	of	ADP
dhrp-95	171	19	hope	hope	NOUN
dhrp-95	171	20	,	,	PUNCT
dhrp-95	171	21	promising	promise	VERB
dhrp-95	171	22	a	a	DET
dhrp-95	171	23	future	future	NOUN
dhrp-95	171	24	marked	mark	VERB
dhrp-95	171	25	by	by	ADP
dhrp-95	171	26	enhanced	enhanced	ADJ
dhrp-95	171	27	patient	patient	ADJ
dhrp-95	171	28	well	well	ADV
dhrp-95	171	29	-	-	PUNCT
dhrp-95	171	30	being	be	AUX
dhrp-95	171	31	and	and	CCONJ
dhrp-95	171	32	advanced	advanced	ADJ
dhrp-95	171	33	medical	medical	ADJ
dhrp-95	171	34	progress	progress	NOUN
dhrp-95	171	35	.	.	PUNCT
dhrp-95	172	1	special	special	ADJ
dhrp-95	172	2	edition	edition	NOUN
dhrp-95	172	3	:	:	PUNCT
dhrp-95	172	4	junior	junior	ADJ
dhrp-95	172	5	commentary	commentary	NOUN
dhrp-95	172	6	https://doi.org/10.47488/dhrp.v3is1.95	https://doi.org/10.47488/dhrp.v3is1.95	PROPN
dhrp-95	172	7	dhr	dhr	PROPN
dhrp-95	172	8	proceedings	proceeding	NOUN
dhrp-95	172	9	ǀ	ǀ	ADP
dhrp-95	172	10	http://dhrproceedings.org	http://dhrproceedings.org	PROPN
dhrp-95	172	11	7	7	NUM
dhrp-95	172	12	2023	2023	NUM
dhrp-95	172	13	,	,	PUNCT
dhrp-95	172	14	vol	vol	NOUN
dhrp-95	172	15	.	.	NOUN
dhrp-95	172	16	3	3	NUM
dhrp-95	172	17	no	no	NOUN
dhrp-95	172	18	.	.	PUNCT
dhrp-95	173	1	s1	s1	NOUN
dhrp-95	173	2	1	1	NUM
dhrp-95	173	3	-	-	SYM
dhrp-95	173	4	10	10	NUM
dhrp-95	173	5	references	reference	NOUN
dhrp-95	173	6	1	1	NUM
dhrp-95	173	7	.	.	PUNCT
dhrp-95	173	8	yin	yin	PROPN
dhrp-95	173	9	w	w	PROPN
dhrp-95	173	10	,	,	PUNCT
dhrp-95	173	11	wang	wang	PROPN
dhrp-95	173	12	j	j	PROPN
dhrp-95	173	13	,	,	PUNCT
dhrp-95	173	14	jiang	jiang	PROPN
dhrp-95	173	15	l	l	PROPN
dhrp-95	173	16	,	,	PUNCT
dhrp-95	173	17	james	james	PROPN
dhrp-95	173	18	kang	kang	PROPN
dhrp-95	173	19	y.	y.	PROPN
dhrp-95	173	20	cancer	cancer	PROPN
dhrp-95	173	21	and	and	CCONJ
dhrp-95	173	22	stem	stem	NOUN
dhrp-95	173	23	cells	cell	NOUN
dhrp-95	173	24	.	.	PUNCT
dhrp-95	174	1	exp	exp	NOUN
dhrp-95	174	2	biol	biol	PROPN
dhrp-95	174	3	med	med	PROPN
dhrp-95	174	4	(	(	PUNCT
dhrp-95	174	5	maywood	maywood	PROPN
dhrp-95	174	6	)	)	PUNCT
dhrp-95	174	7	.	.	PUNCT
dhrp-95	175	1	2021;246(16):1791	2021;246(16):1791	NUM
dhrp-95	175	2	-	-	SYM
dhrp-95	175	3	1801	1801	NUM
dhrp-95	175	4	.	.	PUNCT
dhrp-95	176	1	doi:10.1177/15353702211005390	doi:10.1177/15353702211005390	X
dhrp-95	176	2	2	2	X
dhrp-95	176	3	.	.	X
dhrp-95	176	4	hazafa	hazafa	PROPN
dhrp-95	176	5	a	a	PRON
dhrp-95	176	6	,	,	PUNCT
dhrp-95	176	7	rehman	rehman	PROPN
dhrp-95	176	8	ku	ku	PROPN
dhrp-95	176	9	,	,	PUNCT
dhrp-95	176	10	jahan	jahan	PROPN
dhrp-95	176	11	n	n	CCONJ
dhrp-95	176	12	,	,	PUNCT
dhrp-95	176	13	jabeen	jabeen	PROPN
dhrp-95	176	14	z.	z.	PROPN
dhrp-95	177	1	the	the	DET
dhrp-95	177	2	role	role	NOUN
dhrp-95	177	3	of	of	ADP
dhrp-95	177	4	polyphenol	polyphenol	NOUN
dhrp-95	177	5	(	(	PUNCT
dhrp-95	177	6	flavonoids	flavonoid	NOUN
dhrp-95	177	7	)	)	PUNCT
dhrp-95	177	8	compounds	compound	NOUN
dhrp-95	177	9	in	in	ADP
dhrp-95	177	10	the	the	DET
dhrp-95	177	11	treatment	treatment	NOUN
dhrp-95	177	12	of	of	ADP
dhrp-95	177	13	cancer	cancer	NOUN
dhrp-95	177	14	cells	cell	NOUN
dhrp-95	177	15	.	.	PUNCT
dhrp-95	178	1	nutr	nutr	NOUN
dhrp-95	178	2	cancer	cancer	NOUN
dhrp-95	178	3	.	.	PUNCT
dhrp-95	179	1	2020;72(3):386397	2020;72(3):386397	NUM
dhrp-95	179	2	.	.	PUNCT
dhrp-95	180	1	doi:10.1080/01635581.2019.1637006	doi:10.1080/01635581.2019.1637006	NOUN
dhrp-95	180	2	3	3	PROPN
dhrp-95	180	3	.	.	PUNCT
dhrp-95	180	4	siegel	siegel	PROPN
dhrp-95	180	5	rl	rl	PROPN
dhrp-95	180	6	,	,	PUNCT
dhrp-95	180	7	miller	miller	PROPN
dhrp-95	180	8	kd	kd	PROPN
dhrp-95	180	9	,	,	PUNCT
dhrp-95	180	10	fuchs	fuchs	VERB
dhrp-95	180	11	he	he	PRON
dhrp-95	180	12	,	,	PUNCT
dhrp-95	180	13	jemal	jemal	ADJ
dhrp-95	180	14	a.	a.	NOUN
dhrp-95	180	15	cancer	cancer	NOUN
dhrp-95	180	16	statistics	statistic	NOUN
dhrp-95	180	17	,	,	PUNCT
dhrp-95	180	18	2021	2021	NUM
dhrp-95	180	19	[	[	X
dhrp-95	180	20	published	publish	VERB
dhrp-95	180	21	correction	correction	NOUN
dhrp-95	180	22	appears	appear	VERB
dhrp-95	180	23	in	in	ADP
dhrp-95	180	24	ca	ca	PROPN
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dhrp-95	180	26	j	j	PROPN
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dhrp-95	180	28	.	.	PUNCT
dhrp-95	181	1	2021	2021	NUM
dhrp-95	181	2	jul;71(4):359	jul;71(4):359	NUM
dhrp-95	181	3	]	]	PUNCT
dhrp-95	181	4	.	.	PUNCT
dhrp-95	182	1	ca	can	AUX
dhrp-95	182	2	cancer	cancer	PROPN
dhrp-95	182	3	j	j	PROPN
dhrp-95	182	4	clin	clin	PROPN
dhrp-95	182	5	.	.	PUNCT
dhrp-95	183	1	2021;71(1):7	2021;71(1):7	NUM
dhrp-95	183	2	-	-	SYM
dhrp-95	183	3	33	33	NUM
dhrp-95	183	4	.	.	PUNCT
dhrp-95	184	1	doi:10.3322	doi:10.3322	PROPN
dhrp-95	184	2	/	/	SYM
dhrp-95	184	3	caac.21654	caac.21654	PROPN
dhrp-95	184	4	4	4	NUM
dhrp-95	184	5	.	.	PUNCT
dhrp-95	184	6	siegel	siegel	PROPN
dhrp-95	184	7	rl	rl	PROPN
dhrp-95	184	8	,	,	PUNCT
dhrp-95	184	9	miller	miller	PROPN
dhrp-95	184	10	kd	kd	PROPN
dhrp-95	184	11	,	,	PUNCT
dhrp-95	184	12	wagle	wagle	NOUN
dhrp-95	184	13	ns	ns	ADJ
dhrp-95	184	14	,	,	PUNCT
dhrp-95	184	15	jemal	jemal	ADJ
dhrp-95	184	16	a.	a.	NOUN
dhrp-95	184	17	cancer	cancer	NOUN
dhrp-95	184	18	statistics	statistic	NOUN
dhrp-95	184	19	,	,	PUNCT
dhrp-95	184	20	2023	2023	NUM
dhrp-95	184	21	.	.	PUNCT
dhrp-95	185	1	ca	can	AUX
dhrp-95	185	2	cancer	cancer	PROPN
dhrp-95	185	3	j	j	PROPN
dhrp-95	185	4	clin	clin	PROPN
dhrp-95	185	5	.	.	PUNCT
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dhrp-95	186	2	-	-	SYM
dhrp-95	186	3	48	48	NUM
dhrp-95	186	4	.	.	PUNCT
dhrp-95	187	1	doi:10.3322	doi:10.3322	PROPN
dhrp-95	187	2	/	/	SYM
dhrp-95	187	3	caac.21763	caac.21763	PROPN
dhrp-95	187	4	5	5	NUM
dhrp-95	187	5	.	.	PUNCT
dhrp-95	187	6	radkiewicz	radkiewicz	PROPN
dhrp-95	187	7	c	c	PROPN
dhrp-95	187	8	,	,	PUNCT
dhrp-95	187	9	andersson	andersson	PROPN
dhrp-95	187	10	tm	tm	PROPN
dhrp-95	187	11	,	,	PUNCT
dhrp-95	187	12	lagergren	lagergren	PROPN
dhrp-95	187	13	j.	j.	PROPN
dhrp-95	187	14	reranking	reranke	VERB
dhrp-95	187	15	cancer	cancer	NOUN
dhrp-95	187	16	mortality	mortality	NOUN
dhrp-95	187	17	using	use	VERB
dhrp-95	187	18	years	year	NOUN
dhrp-95	187	19	of	of	ADP
dhrp-95	187	20	life	life	NOUN
dhrp-95	187	21	lost	lose	VERB
dhrp-95	187	22	.	.	PUNCT
dhrp-95	188	1	jnci	jnci	PROPN
dhrp-95	188	2	cancer	cancer	PROPN
dhrp-95	188	3	spectr	spectr	PROPN
dhrp-95	188	4	.	.	PUNCT
dhrp-95	189	1	2023;7(3):pkad038	2023;7(3):pkad038	NUM
dhrp-95	189	2	.	.	PUNCT
dhrp-95	190	1	doi:10.1093	doi:10.1093	NOUN
dhrp-95	190	2	/	/	SYM
dhrp-95	190	3	jncics	jncics	PROPN
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dhrp-95	190	5	pkad038	pkad038	PROPN
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dhrp-95	190	7	.	.	PUNCT
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dhrp-95	191	2	h	h	PROPN
dhrp-95	191	3	,	,	PUNCT
dhrp-95	191	4	nakayama	nakayama	PROPN
dhrp-95	191	5	ki	ki	PROPN
dhrp-95	191	6	.	.	PUNCT
dhrp-95	192	1	artificial	artificial	ADJ
dhrp-95	192	2	intelligence	intelligence	NOUN
dhrp-95	192	3	in	in	ADP
dhrp-95	192	4	oncology	oncology	NOUN
dhrp-95	192	5	.	.	PUNCT
dhrp-95	193	1	cancer	cancer	PROPN
dhrp-95	193	2	sci	sci	PROPN
dhrp-95	193	3	.	.	PUNCT
dhrp-95	194	1	2020;111(5):1452	2020;111(5):1452	NUM
dhrp-95	194	2	-	-	SYM
dhrp-95	194	3	1460	1460	NUM
dhrp-95	194	4	.	.	PUNCT
dhrp-95	195	1	doi:10.1111	doi:10.1111	NOUN
dhrp-95	195	2	/	/	SYM
dhrp-95	195	3	cas.14377	cas.14377	SYM
dhrp-95	195	4	7	7	NUM
dhrp-95	195	5	.	.	PUNCT
dhrp-95	195	6	choi	choi	PROPN
dhrp-95	195	7	ry	ry	PROPN
dhrp-95	195	8	,	,	PUNCT
dhrp-95	195	9	coyner	coyner	NOUN
dhrp-95	195	10	as	as	ADP
dhrp-95	195	11	,	,	PUNCT
dhrp-95	195	12	kalpathy	kalpathy	ADJ
dhrp-95	195	13	-	-	PUNCT
dhrp-95	195	14	cramer	cramer	PROPN
dhrp-95	195	15	j	j	PROPN
dhrp-95	195	16	,	,	PUNCT
dhrp-95	195	17	chiang	chiang	PROPN
dhrp-95	195	18	mf	mf	PROPN
dhrp-95	195	19	,	,	PUNCT
dhrp-95	195	20	campbell	campbell	PROPN
dhrp-95	195	21	jp	jp	PROPN
dhrp-95	195	22	.	.	PUNCT
dhrp-95	196	1	introduction	introduction	NOUN
dhrp-95	196	2	to	to	ADP
dhrp-95	196	3	machine	machine	NOUN
dhrp-95	196	4	learning	learning	NOUN
dhrp-95	196	5	,	,	PUNCT
dhrp-95	196	6	neural	neural	ADJ
dhrp-95	196	7	networks	network	NOUN
dhrp-95	196	8	,	,	PUNCT
dhrp-95	196	9	and	and	CCONJ
dhrp-95	196	10	deep	deep	ADJ
dhrp-95	196	11	learning	learning	NOUN
dhrp-95	196	12	.	.	PUNCT
dhrp-95	197	1	transl	transl	PROPN
dhrp-95	197	2	vis	vis	X
dhrp-95	197	3	sci	sci	PROPN
dhrp-95	197	4	technol	technol	NOUN
dhrp-95	197	5	.	.	PUNCT
dhrp-95	198	1	2020;9(2):14	2020;9(2):14	NUM
dhrp-95	198	2	.	.	PUNCT
dhrp-95	198	3	published	publish	VERB
dhrp-95	198	4	2020	2020	NUM
dhrp-95	198	5	feb	feb	PROPN
dhrp-95	198	6	27	27	NUM
dhrp-95	198	7	.	.	PUNCT
dhrp-95	199	1	doi:10.1167	doi:10.1167	PROPN
dhrp-95	199	2	/	/	SYM
dhrp-95	199	3	tvst.9.2.14	tvst.9.2.14	PRON
dhrp-95	199	4	8	8	NUM
dhrp-95	199	5	.	.	PUNCT
dhrp-95	199	6	deo	deo	PROPN
dhrp-95	199	7	rc	rc	PROPN
dhrp-95	199	8	.	.	PROPN
dhrp-95	199	9	machine	machine	NOUN
dhrp-95	199	10	learning	learning	NOUN
dhrp-95	199	11	in	in	ADP
dhrp-95	199	12	medicine	medicine	NOUN
dhrp-95	199	13	.	.	PUNCT
dhrp-95	200	1	circulation	circulation	NOUN
dhrp-95	200	2	.	.	PUNCT
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dhrp-95	201	2	-	-	SYM
dhrp-95	201	3	1930	1930	NUM
dhrp-95	201	4	.	.	PUNCT
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dhrp-95	202	2	/	/	SYM
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dhrp-95	202	4	.	.	PUNCT
dhrp-95	203	1	001593	001593	NUM
dhrp-95	203	2	9	9	NUM
dhrp-95	203	3	.	.	PUNCT
dhrp-95	203	4	lecun	lecun	PROPN
dhrp-95	203	5	y	y	PROPN
dhrp-95	203	6	,	,	PUNCT
dhrp-95	203	7	bengio	bengio	PROPN
dhrp-95	203	8	y	y	PROPN
dhrp-95	203	9	,	,	PUNCT
dhrp-95	203	10	hinton	hinton	PROPN
dhrp-95	203	11	g.	g.	PROPN
dhrp-95	203	12	deep	deep	PROPN
dhrp-95	203	13	learning	learning	PROPN
dhrp-95	203	14	.	.	PUNCT
dhrp-95	204	1	nature	nature	NOUN
dhrp-95	204	2	.	.	PUNCT
dhrp-95	205	1	2015;521(7553):436444	2015;521(7553):436444	X
dhrp-95	205	2	.	.	PUNCT
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dhrp-95	205	4	/	/	SYM
dhrp-95	205	5	nature14539	nature14539	PROPN
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dhrp-95	205	7	.	.	PUNCT
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dhrp-95	206	5	a	a	DET
dhrp-95	206	6	,	,	PUNCT
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dhrp-95	207	1	a	a	DET
dhrp-95	207	2	guide	guide	NOUN
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dhrp-95	207	5	learning	learning	NOUN
dhrp-95	207	6	in	in	ADP
dhrp-95	207	7	healthcare	healthcare	PROPN
dhrp-95	207	8	.	.	PUNCT
dhrp-95	208	1	nat	nat	PROPN
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dhrp-95	208	3	.	.	PUNCT
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dhrp-95	209	2	-	-	SYM
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dhrp-95	209	4	.	.	PUNCT
dhrp-95	210	1	doi:10.1038	doi:10.1038	NOUN
dhrp-95	210	2	/	/	SYM
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dhrp-95	210	4	-	-	PUNCT
dhrp-95	210	5	018	018	NUM
dhrp-95	210	6	-	-	PUNCT
dhrp-95	210	7	0316	0316	NUM
dhrp-95	210	8	-	-	PUNCT
dhrp-95	210	9	z	z	NOUN
dhrp-95	210	10	11	11	NUM
dhrp-95	210	11	.	.	PUNCT
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dhrp-95	212	2	,	,	PUNCT
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dhrp-95	212	5	,	,	PUNCT
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dhrp-95	212	10	ej	ej	PROPN
dhrp-95	212	11	.	.	PROPN
dhrp-95	212	12	ai	ai	VERB
dhrp-95	212	13	in	in	ADP
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dhrp-95	212	15	and	and	CCONJ
dhrp-95	212	16	medicine	medicine	NOUN
dhrp-95	212	17	.	.	PUNCT
dhrp-95	213	1	nat	nat	PROPN
dhrp-95	213	2	med	me	VERB
dhrp-95	213	3	.	.	PUNCT
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dhrp-95	214	2	-	-	SYM
dhrp-95	214	3	38	38	NUM
dhrp-95	214	4	.	.	PUNCT
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dhrp-95	215	4	-	-	PUNCT
dhrp-95	215	5	01614	01614	NUM
dhrp-95	215	6	-	-	SYM
dhrp-95	215	7	0	0	NUM
dhrp-95	215	8	12	12	NUM
dhrp-95	215	9	.	.	PUNCT
dhrp-95	216	1	hamet	hamet	PROPN
dhrp-95	216	2	p	p	X
dhrp-95	216	3	,	,	PUNCT
dhrp-95	216	4	tremblay	tremblay	VERB
dhrp-95	216	5	j.	j.	PROPN
dhrp-95	216	6	artificial	artificial	PROPN
dhrp-95	216	7	intelligence	intelligence	NOUN
dhrp-95	216	8	in	in	ADP
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dhrp-95	216	10	.	.	PUNCT
dhrp-95	217	1	metabolism	metabolism	NOUN
dhrp-95	217	2	.	.	PUNCT
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dhrp-95	218	2	:	:	PUNCT
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dhrp-95	218	4	-	-	PUNCT
dhrp-95	218	5	s40	s40	NOUN
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dhrp-95	219	5	.	.	PUNCT
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dhrp-95	220	3	,	,	PUNCT
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dhrp-95	220	10	in	in	ADP
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dhrp-95	221	6	.	.	PUNCT
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dhrp-95	222	2	-	-	PUNCT
dhrp-95	222	3	81	81	NUM
dhrp-95	222	4	.	.	PUNCT
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dhrp-95	224	6	,	,	PUNCT
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dhrp-95	224	9	,	,	PUNCT
dhrp-95	224	10	et	et	PROPN
dhrp-95	224	11	al	al	PROPN
dhrp-95	224	12	.	.	PUNCT
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dhrp-95	225	5	:	:	PUNCT
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dhrp-95	225	10	and	and	CCONJ
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dhrp-95	225	16	in	in	ADP
dhrp-95	225	17	185	185	NUM
dhrp-95	225	18	countries	country	NOUN
dhrp-95	225	19	.	.	PUNCT
dhrp-95	226	1	ca	can	AUX
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dhrp-95	226	3	j	j	PROPN
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dhrp-95	226	5	.	.	PUNCT
dhrp-95	227	1	2021;71(3):209	2021;71(3):209	NUM
dhrp-95	227	2	-	-	SYM
dhrp-95	227	3	249	249	NUM
dhrp-95	227	4	.	.	PUNCT
dhrp-95	228	1	doi:10.3322	doi:10.3322	NOUN
dhrp-95	228	2	/	/	SYM
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dhrp-95	228	5	.	.	PUNCT
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dhrp-95	229	3	,	,	PUNCT
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dhrp-95	229	9	:	:	PUNCT
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dhrp-95	229	13	and	and	CCONJ
dhrp-95	229	14	the	the	DET
dhrp-95	229	15	role	role	NOUN
dhrp-95	229	16	of	of	ADP
dhrp-95	229	17	prevention	prevention	NOUN
dhrp-95	229	18	2020	2020	NUM
dhrp-95	229	19	-	-	SYM
dhrp-95	229	20	2070	2070	NUM
dhrp-95	229	21	.	.	PUNCT
dhrp-95	230	1	nat	nat	PROPN
dhrp-95	230	2	rev	rev	VERB
dhrp-95	230	3	clin	clin	PROPN
dhrp-95	230	4	oncol	oncol	PROPN
dhrp-95	230	5	.	.	PUNCT
dhrp-95	231	1	2021;18(10):663	2021;18(10):663	NUM
dhrp-95	231	2	-	-	SYM
dhrp-95	231	3	672	672	NUM
dhrp-95	231	4	.	.	PUNCT
dhrp-95	232	1	doi:10.1038	doi:10.1038	NOUN
dhrp-95	232	2	/	/	SYM
dhrp-95	232	3	s41571	s41571	NOUN
dhrp-95	232	4	-	-	PUNCT
dhrp-95	232	5	021	021	NUM
dhrp-95	232	6	-	-	PUNCT
dhrp-95	232	7	00514	00514	NUM
dhrp-95	232	8	-	-	PUNCT
dhrp-95	232	9	z	z	NOUN
dhrp-95	232	10	16	16	NUM
dhrp-95	232	11	.	.	PUNCT
dhrp-95	233	1	deo	deo	NOUN
dhrp-95	233	2	svs	svs	PROPN
dhrp-95	233	3	,	,	PUNCT
dhrp-95	233	4	sharma	sharma	PROPN
dhrp-95	233	5	j	j	PROPN
dhrp-95	233	6	,	,	PUNCT
dhrp-95	233	7	kumar	kumar	PROPN
dhrp-95	233	8	s.	s.	PROPN
dhrp-95	233	9	globocan	globocan	PROPN
dhrp-95	233	10	2020	2020	NUM
dhrp-95	233	11	report	report	NOUN
dhrp-95	233	12	on	on	ADP
dhrp-95	233	13	global	global	ADJ
dhrp-95	233	14	cancer	cancer	NOUN
dhrp-95	233	15	burden	burden	NOUN
dhrp-95	233	16	:	:	PUNCT
dhrp-95	233	17	challenges	challenge	NOUN
dhrp-95	233	18	and	and	CCONJ
dhrp-95	233	19	opportunities	opportunity	NOUN
dhrp-95	233	20	for	for	ADP
dhrp-95	233	21	surgical	surgical	ADJ
dhrp-95	233	22	oncologists	oncologist	NOUN
dhrp-95	233	23	.	.	PUNCT
dhrp-95	234	1	ann	ann	PROPN
dhrp-95	234	2	surg	surg	PROPN
dhrp-95	234	3	oncol	oncol	PROPN
dhrp-95	234	4	.	.	PUNCT
dhrp-95	235	1	2022;29(11):64976500	2022;29(11):64976500	X
dhrp-95	235	2	.	.	X
dhrp-95	235	3	doi:10.1245	doi:10.1245	PROPN
dhrp-95	235	4	/	/	SYM
dhrp-95	235	5	s10434	s10434	PROPN
dhrp-95	235	6	-	-	PUNCT
dhrp-95	235	7	022	022	NUM
dhrp-95	235	8	-	-	PUNCT
dhrp-95	235	9	12151	12151	NUM
dhrp-95	235	10	-	-	SYM
dhrp-95	235	11	6	6	NUM
dhrp-95	235	12	17	17	NUM
dhrp-95	235	13	.	.	PUNCT
dhrp-95	236	1	hegde	hegde	PROPN
dhrp-95	236	2	ps	ps	PROPN
dhrp-95	236	3	,	,	PUNCT
dhrp-95	236	4	chen	chen	PROPN
dhrp-95	236	5	ds	ds	PROPN
dhrp-95	236	6	.	.	PROPN
dhrp-95	236	7	top	top	ADJ
dhrp-95	236	8	10	10	NUM
dhrp-95	236	9	challenges	challenge	NOUN
dhrp-95	236	10	in	in	ADP
dhrp-95	236	11	cancer	cancer	NOUN
dhrp-95	236	12	immunotherapy	immunotherapy	NOUN
dhrp-95	236	13	.	.	PUNCT
dhrp-95	237	1	immunity	immunity	NOUN
dhrp-95	237	2	.	.	PUNCT
dhrp-95	238	1	2020;52(1):17	2020;52(1):17	NUM
dhrp-95	238	2	-	-	SYM
dhrp-95	238	3	35	35	NUM
dhrp-95	238	4	.	.	PUNCT
dhrp-95	239	1	doi:10.1016	doi:10.1016	PROPN
dhrp-95	239	2	/	/	SYM
dhrp-95	239	3	j.immuni.2019.12.011	j.immuni.2019.12.011	PROPN
dhrp-95	239	4	18	18	NUM
dhrp-95	239	5	.	.	PUNCT
dhrp-95	240	1	zhong	zhong	PROPN
dhrp-95	240	2	l	l	PROPN
dhrp-95	240	3	,	,	PUNCT
dhrp-95	240	4	li	li	PROPN
dhrp-95	240	5	y	y	PROPN
dhrp-95	240	6	,	,	PUNCT
dhrp-95	240	7	xiong	xiong	PROPN
dhrp-95	240	8	l	l	PROPN
dhrp-95	240	9	,	,	PUNCT
dhrp-95	240	10	et	et	PROPN
dhrp-95	240	11	al	al	PROPN
dhrp-95	240	12	.	.	PUNCT
dhrp-95	240	13	small	small	ADJ
dhrp-95	240	14	molecules	molecule	NOUN
dhrp-95	240	15	in	in	ADP
dhrp-95	240	16	targeted	target	VERB
dhrp-95	240	17	cancer	cancer	NOUN
dhrp-95	240	18	therapy	therapy	NOUN
dhrp-95	240	19	:	:	PUNCT
dhrp-95	240	20	advances	advance	NOUN
dhrp-95	240	21	,	,	PUNCT
dhrp-95	240	22	challenges	challenge	NOUN
dhrp-95	240	23	,	,	PUNCT
dhrp-95	240	24	and	and	CCONJ
dhrp-95	240	25	future	future	ADJ
dhrp-95	240	26	perspectives	perspective	NOUN
dhrp-95	240	27	.	.	PUNCT
dhrp-95	241	1	signal	signal	VERB
dhrp-95	241	2	transduct	transduct	NOUN
dhrp-95	241	3	target	target	NOUN
dhrp-95	241	4	ther	ther	ADV
dhrp-95	241	5	.	.	PUNCT
dhrp-95	242	1	2021;6(1):201	2021;6(1):201	X
dhrp-95	242	2	.	.	PUNCT
dhrp-95	243	1	published	publish	VERB
dhrp-95	243	2	2021	2021	NUM
dhrp-95	243	3	may	may	AUX
dhrp-95	243	4	31	31	NUM
dhrp-95	243	5	.	.	PUNCT
dhrp-95	244	1	doi:10.1038	doi:10.1038	NOUN
dhrp-95	244	2	/	/	SYM
dhrp-95	244	3	s41392	s41392	PROPN
dhrp-95	244	4	-	-	PUNCT
dhrp-95	244	5	02100572	02100572	NUM
dhrp-95	244	6	-	-	PUNCT
dhrp-95	244	7	w	w	PROPN
dhrp-95	244	8	19	19	NUM
dhrp-95	244	9	.	.	PUNCT
dhrp-95	245	1	yin	yin	PROPN
dhrp-95	245	2	j	j	PROPN
dhrp-95	245	3	,	,	PUNCT
dhrp-95	245	4	ngiam	ngiam	PROPN
dhrp-95	245	5	ky	ky	PROPN
dhrp-95	245	6	,	,	PUNCT
dhrp-95	245	7	teo	teo	PROPN
dhrp-95	245	8	hh	hh	PROPN
dhrp-95	245	9	.	.	PROPN
dhrp-95	245	10	role	role	NOUN
dhrp-95	245	11	of	of	ADP
dhrp-95	245	12	artificial	artificial	ADJ
dhrp-95	245	13	intelligence	intelligence	NOUN
dhrp-95	245	14	applications	application	NOUN
dhrp-95	245	15	in	in	ADP
dhrp-95	245	16	real	real	ADJ
dhrp-95	245	17	-	-	PUNCT
dhrp-95	245	18	life	life	NOUN
dhrp-95	245	19	clinical	clinical	ADJ
dhrp-95	245	20	practice	practice	NOUN
dhrp-95	245	21	:	:	PUNCT
dhrp-95	245	22	systematic	systematic	ADJ
dhrp-95	245	23	review	review	NOUN
dhrp-95	245	24	.	.	PUNCT
dhrp-95	246	1	j	j	PROPN
dhrp-95	246	2	med	med	PROPN
dhrp-95	246	3	internet	internet	NOUN
dhrp-95	246	4	res	re	NOUN
dhrp-95	246	5	.	.	PUNCT
dhrp-95	247	1	2021;23(4):e25759	2021;23(4):e25759	NUM
dhrp-95	247	2	.	.	PUNCT
dhrp-95	248	1	published	publish	VERB
dhrp-95	248	2	2021	2021	NUM
dhrp-95	248	3	apr	apr	NOUN
dhrp-95	248	4	22	22	NUM
dhrp-95	248	5	.	.	PUNCT
dhrp-95	249	1	doi:10.2196/25759	doi:10.2196/25759	PROPN
dhrp-95	249	2	20	20	NUM
dhrp-95	249	3	.	.	PUNCT
dhrp-95	250	1	he	he	PRON
dhrp-95	250	2	j	j	PROPN
dhrp-95	250	3	,	,	PUNCT
dhrp-95	250	4	baxter	baxter	PROPN
dhrp-95	250	5	sl	sl	PROPN
dhrp-95	250	6	,	,	PUNCT
dhrp-95	250	7	xu	xu	PROPN
dhrp-95	250	8	j	j	PROPN
dhrp-95	250	9	,	,	PUNCT
dhrp-95	250	10	xu	xu	PROPN
dhrp-95	250	11	j	j	PROPN
dhrp-95	250	12	,	,	PUNCT
dhrp-95	250	13	zhou	zhou	PROPN
dhrp-95	250	14	x	x	PROPN
dhrp-95	250	15	,	,	PUNCT
dhrp-95	250	16	zhang	zhang	PROPN
dhrp-95	250	17	k.	k.	PROPN
dhrp-95	251	1	the	the	DET
dhrp-95	251	2	practical	practical	ADJ
dhrp-95	251	3	implementation	implementation	NOUN
dhrp-95	251	4	of	of	ADP
dhrp-95	251	5	artificial	artificial	ADJ
dhrp-95	251	6	intelligence	intelligence	NOUN
dhrp-95	251	7	technologies	technology	NOUN
dhrp-95	251	8	in	in	ADP
dhrp-95	251	9	medicine	medicine	NOUN
dhrp-95	251	10	.	.	PUNCT
dhrp-95	252	1	nat	nat	PROPN
dhrp-95	252	2	med	med	PROPN
dhrp-95	252	3	.	.	PUNCT
dhrp-95	253	1	2019;25(1):30	2019;25(1):30	NUM
dhrp-95	253	2	-	-	SYM
dhrp-95	253	3	36	36	NUM
dhrp-95	253	4	.	.	PUNCT
dhrp-95	254	1	doi:10.1038	doi:10.1038	NOUN
dhrp-95	254	2	/	/	SYM
dhrp-95	254	3	s41591	s41591	VERB
dhrp-95	254	4	-	-	PUNCT
dhrp-95	254	5	018	018	NUM
dhrp-95	254	6	-	-	PUNCT
dhrp-95	254	7	0307	0307	NUM
dhrp-95	254	8	-	-	SYM
dhrp-95	254	9	0	0	NUM
dhrp-95	254	10	21	21	NUM
dhrp-95	254	11	.	.	PUNCT
dhrp-95	255	1	hosny	hosny	PROPN
dhrp-95	255	2	a	a	PROPN
dhrp-95	255	3	,	,	PUNCT
dhrp-95	255	4	parmar	parmar	PROPN
dhrp-95	255	5	c	c	PROPN
dhrp-95	255	6	,	,	PUNCT
dhrp-95	255	7	quackenbush	quackenbush	PROPN
dhrp-95	255	8	j	j	PROPN
dhrp-95	255	9	,	,	PUNCT
dhrp-95	255	10	schwartz	schwartz	PROPN
dhrp-95	255	11	lh	lh	PROPN
dhrp-95	255	12	,	,	PUNCT
dhrp-95	255	13	aerts	aert	VERB
dhrp-95	255	14	hjwl	hjwl	PROPN
dhrp-95	255	15	.	.	PUNCT
dhrp-95	256	1	artificial	artificial	ADJ
dhrp-95	256	2	special	special	ADJ
dhrp-95	256	3	edition	edition	NOUN
dhrp-95	256	4	:	:	PUNCT
dhrp-95	256	5	junior	junior	ADJ
dhrp-95	256	6	commentary	commentary	NOUN
dhrp-95	256	7	https://doi.org/10.47488/dhrp.v3is1.95	https://doi.org/10.47488/dhrp.v3is1.95	PROPN
dhrp-95	256	8	dhr	dhr	PROPN
dhrp-95	256	9	proceedings	proceeding	NOUN
dhrp-95	256	10	ǀ	ǀ	ADP
dhrp-95	256	11	http://dhrproceedings.org	http://dhrproceedings.org	PROPN
dhrp-95	256	12	8	8	NUM
dhrp-95	256	13	2023	2023	NUM
dhrp-95	256	14	,	,	PUNCT
dhrp-95	256	15	vol	vol	NOUN
dhrp-95	256	16	.	.	NOUN
dhrp-95	256	17	3	3	NUM
dhrp-95	256	18	no	no	NOUN
dhrp-95	256	19	.	.	PUNCT
dhrp-95	257	1	s1	s1	NOUN
dhrp-95	257	2	1	1	NUM
dhrp-95	257	3	-	-	SYM
dhrp-95	257	4	10	10	NUM
dhrp-95	257	5	intelligence	intelligence	NOUN
dhrp-95	257	6	in	in	ADP
dhrp-95	257	7	radiology	radiology	NOUN
dhrp-95	257	8	.	.	PUNCT
dhrp-95	258	1	nat	nat	PROPN
dhrp-95	258	2	rev	rev	PROPN
dhrp-95	258	3	cancer	cancer	NOUN
dhrp-95	258	4	.	.	PUNCT
dhrp-95	259	1	2018;18(8):500	2018;18(8):500	NUM
dhrp-95	259	2	-	-	SYM
dhrp-95	259	3	510	510	NUM
dhrp-95	259	4	.	.	PUNCT
dhrp-95	259	5	doi:10.1038	doi:10.1038	NOUN
dhrp-95	259	6	/	/	SYM
dhrp-95	259	7	s41568	s41568	NOUN
dhrp-95	259	8	-	-	PUNCT
dhrp-95	259	9	018	018	NUM
dhrp-95	259	10	-	-	PUNCT
dhrp-95	259	11	0016	0016	NUM
dhrp-95	259	12	-	-	SYM
dhrp-95	259	13	5	5	NUM
dhrp-95	259	14	22	22	NUM
dhrp-95	259	15	.	.	PUNCT
dhrp-95	260	1	bi	bi	PROPN
dhrp-95	260	2	wl	wl	PROPN
dhrp-95	260	3	,	,	PUNCT
dhrp-95	260	4	hosny	hosny	PROPN
dhrp-95	260	5	a	a	PROPN
dhrp-95	260	6	,	,	PUNCT
dhrp-95	260	7	schabath	schabath	NOUN
dhrp-95	260	8	mb	mb	NOUN
dhrp-95	260	9	,	,	PUNCT
dhrp-95	260	10	et	et	PROPN
dhrp-95	260	11	al	al	PROPN
dhrp-95	260	12	.	.	PUNCT
dhrp-95	260	13	artificial	artificial	ADJ
dhrp-95	260	14	intelligence	intelligence	NOUN
dhrp-95	260	15	in	in	ADP
dhrp-95	260	16	cancer	cancer	NOUN
dhrp-95	260	17	imaging	imaging	NOUN
dhrp-95	260	18	:	:	PUNCT
dhrp-95	260	19	clinical	clinical	ADJ
dhrp-95	260	20	challenges	challenge	NOUN
dhrp-95	260	21	and	and	CCONJ
dhrp-95	260	22	applications	application	NOUN
dhrp-95	260	23	.	.	PUNCT
dhrp-95	261	1	ca	can	AUX
dhrp-95	261	2	cancer	cancer	PROPN
dhrp-95	261	3	j	j	PROPN
dhrp-95	261	4	clin	clin	PROPN
dhrp-95	261	5	.	.	PUNCT
dhrp-95	262	1	2019;69(2):127	2019;69(2):127	NUM
dhrp-95	262	2	-	-	SYM
dhrp-95	262	3	157	157	NUM
dhrp-95	262	4	.	.	PUNCT
dhrp-95	263	1	doi:10.3322	doi:10.3322	NOUN
dhrp-95	263	2	/	/	SYM
dhrp-95	263	3	caac.21552	caac.21552	PRON
dhrp-95	263	4	23	23	NUM
dhrp-95	263	5	.	.	PUNCT
dhrp-95	264	1	mendes	mendes	PROPN
dhrp-95	264	2	j	j	PROPN
dhrp-95	264	3	,	,	PUNCT
dhrp-95	264	4	domingues	domingues	PROPN
dhrp-95	264	5	j	j	PROPN
dhrp-95	264	6	,	,	PUNCT
dhrp-95	264	7	aidos	aido	VERB
dhrp-95	264	8	h	h	PROPN
dhrp-95	264	9	,	,	PUNCT
dhrp-95	264	10	garcia	garcia	PROPN
dhrp-95	264	11	n	n	CCONJ
dhrp-95	264	12	,	,	PUNCT
dhrp-95	264	13	matela	matela	PROPN
dhrp-95	264	14	n.	n.	PROPN
dhrp-95	264	15	ai	ai	VERB
dhrp-95	264	16	in	in	ADP
dhrp-95	264	17	breast	breast	NOUN
dhrp-95	264	18	cancer	cancer	NOUN
dhrp-95	264	19	imaging	imaging	NOUN
dhrp-95	264	20	:	:	PUNCT
dhrp-95	264	21	a	a	DET
dhrp-95	264	22	survey	survey	NOUN
dhrp-95	264	23	of	of	ADP
dhrp-95	264	24	different	different	ADJ
dhrp-95	264	25	applications	application	NOUN
dhrp-95	264	26	.	.	PUNCT
dhrp-95	265	1	j	j	PROPN
dhrp-95	265	2	imaging	imaging	PROPN
dhrp-95	265	3	.	.	PUNCT
dhrp-95	266	1	2022;8(9):228	2022;8(9):228	NUM
dhrp-95	266	2	.	.	PUNCT
dhrp-95	266	3	published	publish	VERB
dhrp-95	266	4	2022	2022	NUM
dhrp-95	266	5	aug	aug	PROPN
dhrp-95	266	6	26	26	NUM
dhrp-95	266	7	.	.	PUNCT
dhrp-95	267	1	doi:10.3390	doi:10.3390	PROPN
dhrp-95	267	2	/	/	SYM
dhrp-95	267	3	jimaging8090228	jimaging8090228	PROPN
dhrp-95	267	4	24	24	NUM
dhrp-95	267	5	.	.	PUNCT
dhrp-95	268	1	castellino	castellino	PROPN
dhrp-95	268	2	ra	ra	PROPN
dhrp-95	268	3	.	.	PUNCT
dhrp-95	269	1	computer	computer	NOUN
dhrp-95	269	2	aided	aid	VERB
dhrp-95	269	3	detection	detection	NOUN
dhrp-95	269	4	(	(	PUNCT
dhrp-95	269	5	cad	cad	NOUN
dhrp-95	269	6	):	):	PUNCT
dhrp-95	269	7	an	an	DET
dhrp-95	269	8	overview	overview	NOUN
dhrp-95	269	9	.	.	PUNCT
dhrp-95	270	1	cancer	cancer	NOUN
dhrp-95	270	2	imaging	imaging	NOUN
dhrp-95	270	3	.	.	PUNCT
dhrp-95	271	1	2005;5(1):17	2005;5(1):17	NUM
dhrp-95	271	2	-	-	SYM
dhrp-95	271	3	19	19	NUM
dhrp-95	271	4	.	.	PUNCT
dhrp-95	272	1	published	publish	VERB
dhrp-95	272	2	2005	2005	NUM
dhrp-95	272	3	aug	aug	PROPN
dhrp-95	272	4	23	23	NUM
dhrp-95	272	5	.	.	PUNCT
dhrp-95	273	1	doi:10.1102/14707330.2005.0018	doi:10.1102/14707330.2005.0018	NOUN
dhrp-95	273	2	25	25	NUM
dhrp-95	273	3	.	.	PUNCT
dhrp-95	274	1	aerts	aert	NOUN
dhrp-95	274	2	hj	hj	PROPN
dhrp-95	274	3	.	.	PUNCT
dhrp-95	275	1	the	the	DET
dhrp-95	275	2	potential	potential	NOUN
dhrp-95	275	3	of	of	ADP
dhrp-95	275	4	radiomicbased	radiomicbased	ADJ
dhrp-95	275	5	phenotyping	phenotype	VERB
dhrp-95	275	6	in	in	ADP
dhrp-95	275	7	precision	precision	NOUN
dhrp-95	275	8	medicine	medicine	NOUN
dhrp-95	275	9	:	:	PUNCT
dhrp-95	275	10	a	a	DET
dhrp-95	275	11	review	review	NOUN
dhrp-95	275	12	.	.	PUNCT
dhrp-95	276	1	jama	jama	PROPN
dhrp-95	276	2	oncol	oncol	ADJ
dhrp-95	276	3	.	.	PUNCT
dhrp-95	277	1	2016;2(12):1636	2016;2(12):1636	NUM
dhrp-95	277	2	-	-	SYM
dhrp-95	277	3	1642	1642	NUM
dhrp-95	277	4	.	.	PUNCT
dhrp-95	278	1	doi:10.1001	doi:10.1001	PROPN
dhrp-95	278	2	/	/	SYM
dhrp-95	278	3	jamaoncol.2016.2631	jamaoncol.2016.2631	PROPN
dhrp-95	278	4	26	26	NUM
dhrp-95	278	5	.	.	PUNCT
dhrp-95	279	1	aronson	aronson	PROPN
dhrp-95	279	2	sj	sj	PROPN
dhrp-95	279	3	,	,	PUNCT
dhrp-95	279	4	rehm	rehm	PROPN
dhrp-95	279	5	hl	hl	NOUN
dhrp-95	279	6	.	.	PUNCT
dhrp-95	280	1	building	build	VERB
dhrp-95	280	2	the	the	DET
dhrp-95	280	3	foundation	foundation	NOUN
dhrp-95	280	4	for	for	ADP
dhrp-95	280	5	genomics	genomic	NOUN
dhrp-95	280	6	in	in	ADP
dhrp-95	280	7	precision	precision	NOUN
dhrp-95	280	8	medicine	medicine	NOUN
dhrp-95	280	9	.	.	PUNCT
dhrp-95	281	1	nature	nature	NOUN
dhrp-95	281	2	.	.	PUNCT
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dhrp-95	282	2	.	.	PUNCT
dhrp-95	283	1	doi:10.1038	doi:10.1038	NOUN
dhrp-95	283	2	/	/	SYM
dhrp-95	283	3	nature15816	nature15816	PROPN
dhrp-95	283	4	27	27	NUM
dhrp-95	283	5	.	.	PUNCT
dhrp-95	284	1	azad	azad	PROPN
dhrp-95	284	2	rk	rk	PROPN
dhrp-95	284	3	,	,	PUNCT
dhrp-95	284	4	shulaev	shulaev	NOUN
dhrp-95	284	5	v.	v.	ADP
dhrp-95	284	6	metabolomics	metabolomic	NOUN
dhrp-95	284	7	technology	technology	NOUN
dhrp-95	284	8	and	and	CCONJ
dhrp-95	284	9	bioinformatics	bioinformatics	NOUN
dhrp-95	284	10	for	for	ADP
dhrp-95	284	11	precision	precision	NOUN
dhrp-95	284	12	medicine	medicine	NOUN
dhrp-95	284	13	.	.	PUNCT
dhrp-95	285	1	brief	brief	ADJ
dhrp-95	285	2	bioinform	bioinform	NOUN
dhrp-95	285	3	.	.	PUNCT
dhrp-95	286	1	2019;20(6):1957	2019;20(6):1957	NUM
dhrp-95	286	2	-	-	SYM
dhrp-95	286	3	1971	1971	NUM
dhrp-95	286	4	.	.	PUNCT
dhrp-95	287	1	doi:10.1093	doi:10.1093	NOUN
dhrp-95	287	2	/	/	SYM
dhrp-95	287	3	bib	bib	PROPN
dhrp-95	287	4	/	/	SYM
dhrp-95	287	5	bbx170	bbx170	PROPN
dhrp-95	287	6	28	28	NUM
dhrp-95	287	7	.	.	PUNCT
dhrp-95	288	1	johnson	johnson	PROPN
dhrp-95	288	2	kb	kb	PROPN
dhrp-95	288	3	,	,	PUNCT
dhrp-95	288	4	wei	wei	PROPN
dhrp-95	288	5	wq	wq	PROPN
dhrp-95	288	6	,	,	PUNCT
dhrp-95	288	7	weeraratne	weeraratne	PROPN
dhrp-95	288	8	d	d	PROPN
dhrp-95	288	9	,	,	PUNCT
dhrp-95	288	10	et	et	PROPN
dhrp-95	288	11	al	al	PROPN
dhrp-95	288	12	.	.	PROPN
dhrp-95	288	13	precision	precision	NOUN
dhrp-95	288	14	medicine	medicine	NOUN
dhrp-95	288	15	,	,	PUNCT
dhrp-95	288	16	ai	ai	VERB
dhrp-95	288	17	,	,	PUNCT
dhrp-95	288	18	and	and	CCONJ
dhrp-95	288	19	the	the	DET
dhrp-95	288	20	future	future	NOUN
dhrp-95	288	21	of	of	ADP
dhrp-95	288	22	personalized	personalized	ADJ
dhrp-95	288	23	health	health	NOUN
dhrp-95	288	24	care	care	NOUN
dhrp-95	288	25	.	.	PUNCT
dhrp-95	289	1	clin	clin	PROPN
dhrp-95	289	2	transl	transl	PROPN
dhrp-95	289	3	sci	sci	PROPN
dhrp-95	289	4	.	.	PUNCT
dhrp-95	290	1	2021;14(1):86	2021;14(1):86	PROPN
dhrp-95	290	2	-	-	PUNCT
dhrp-95	290	3	93	93	NUM
dhrp-95	290	4	.	.	PUNCT
dhrp-95	291	1	doi:10.1111	doi:10.1111	NOUN
dhrp-95	291	2	/	/	SYM
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dhrp-95	291	4	29	29	NUM
dhrp-95	291	5	.	.	PUNCT
dhrp-95	292	1	schildcrout	schildcrout	PROPN
dhrp-95	292	2	js	js	PROPN
dhrp-95	292	3	,	,	PUNCT
dhrp-95	292	4	shi	shi	PROPN
dhrp-95	292	5	y	y	PROPN
dhrp-95	292	6	,	,	PUNCT
dhrp-95	292	7	danciu	danciu	VERB
dhrp-95	292	8	i	i	PRON
dhrp-95	292	9	,	,	PUNCT
dhrp-95	292	10	et	et	PROPN
dhrp-95	292	11	al	al	PROPN
dhrp-95	292	12	.	.	PUNCT
dhrp-95	293	1	a	a	DET
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dhrp-95	293	3	model	model	NOUN
dhrp-95	293	4	based	base	VERB
dhrp-95	293	5	on	on	ADP
dhrp-95	293	6	readily	readily	ADV
dhrp-95	293	7	available	available	ADJ
dhrp-95	293	8	clinical	clinical	ADJ
dhrp-95	293	9	data	datum	NOUN
dhrp-95	293	10	enriched	enrich	VERB
dhrp-95	293	11	a	a	DET
dhrp-95	293	12	preemptive	preemptive	ADJ
dhrp-95	293	13	pharmacogenetic	pharmacogenetic	ADJ
dhrp-95	293	14	testing	testing	NOUN
dhrp-95	293	15	program	program	NOUN
dhrp-95	293	16	.	.	PUNCT
dhrp-95	294	1	j	j	PROPN
dhrp-95	294	2	clin	clin	PROPN
dhrp-95	294	3	epidemiol	epidemiol	PROPN
dhrp-95	294	4	.	.	PUNCT
dhrp-95	295	1	2016;72:107	2016;72:107	X
dhrp-95	295	2	-	-	SYM
dhrp-95	295	3	115	115	NUM
dhrp-95	295	4	.	.	PUNCT
dhrp-95	296	1	doi:10.1016	doi:10.1016	PROPN
dhrp-95	296	2	/	/	SYM
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dhrp-95	296	4	30	30	NUM
dhrp-95	296	5	.	.	PUNCT
dhrp-95	297	1	deep	deep	ADJ
dhrp-95	297	2	learning	learning	NOUN
dhrp-95	297	3	for	for	ADP
dhrp-95	297	4	genomics	genomic	NOUN
dhrp-95	297	5	.	.	PUNCT
dhrp-95	298	1	nat	nat	PROPN
dhrp-95	298	2	genet	genet	PROPN
dhrp-95	298	3	.	.	PUNCT
dhrp-95	299	1	2019;51(1):1	2019;51(1):1	NUM
dhrp-95	299	2	.	.	PUNCT
dhrp-95	300	1	doi:10.1038	doi:10.1038	NOUN
dhrp-95	300	2	/	/	SYM
dhrp-95	300	3	s41588	s41588	NOUN
dhrp-95	300	4	-	-	PUNCT
dhrp-95	300	5	0180328	0180328	NUM
dhrp-95	300	6	-	-	SYM
dhrp-95	300	7	0	0	NUM
dhrp-95	300	8	31	31	NUM
dhrp-95	300	9	.	.	PUNCT
dhrp-95	301	1	swanson	swanson	PROPN
dhrp-95	301	2	k	k	PROPN
dhrp-95	301	3	,	,	PUNCT
dhrp-95	301	4	wu	wu	PROPN
dhrp-95	301	5	e	e	PROPN
dhrp-95	301	6	,	,	PUNCT
dhrp-95	301	7	zhang	zhang	PROPN
dhrp-95	301	8	a	a	X
dhrp-95	301	9	,	,	PUNCT
dhrp-95	301	10	alizadeh	alizadeh	NOUN
dhrp-95	301	11	aa	aa	PROPN
dhrp-95	301	12	,	,	PUNCT
dhrp-95	301	13	zou	zou	PROPN
dhrp-95	301	14	j.	j.	PROPN
dhrp-95	301	15	from	from	ADP
dhrp-95	301	16	patterns	pattern	NOUN
dhrp-95	301	17	to	to	ADP
dhrp-95	301	18	patients	patient	NOUN
dhrp-95	301	19	:	:	PUNCT
dhrp-95	301	20	advances	advance	NOUN
dhrp-95	301	21	in	in	ADP
dhrp-95	301	22	clinical	clinical	ADJ
dhrp-95	301	23	machine	machine	NOUN
dhrp-95	301	24	learning	learn	VERB
dhrp-95	301	25	for	for	ADP
dhrp-95	301	26	cancer	cancer	NOUN
dhrp-95	301	27	diagnosis	diagnosis	NOUN
dhrp-95	301	28	,	,	PUNCT
dhrp-95	301	29	prognosis	prognosis	NOUN
dhrp-95	301	30	,	,	PUNCT
dhrp-95	301	31	and	and	CCONJ
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dhrp-95	301	33	.	.	PUNCT
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dhrp-95	302	2	.	.	PUNCT
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dhrp-95	303	2	.	.	PUNCT
dhrp-95	303	3	doi:10.1016	doi:10.1016	PROPN
dhrp-95	303	4	/	/	SYM
dhrp-95	303	5	j.cell.2023.01.035	j.cell.2023.01.035	PROPN
dhrp-95	303	6	32	32	NUM
dhrp-95	303	7	.	.	PUNCT
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dhrp-95	304	2	ey	ey	PROPN
dhrp-95	304	3	,	,	PUNCT
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dhrp-95	304	5	nam	nam	PROPN
dhrp-95	304	6	,	,	PUNCT
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dhrp-95	304	9	,	,	PUNCT
dhrp-95	304	10	ganggayah	ganggayah	PROPN
dhrp-95	304	11	md	md	PROPN
dhrp-95	304	12	,	,	PUNCT
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dhrp-95	304	14	c	c	PROPN
dhrp-95	304	15	,	,	PUNCT
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dhrp-95	304	18	.	.	PROPN
dhrp-95	304	19	machine	machine	NOUN
dhrp-95	304	20	learning	learning	NOUN
dhrp-95	304	21	and	and	CCONJ
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dhrp-95	304	23	learning	learning	NOUN
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dhrp-95	304	25	in	in	ADP
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dhrp-95	304	31	clinical	clinical	ADJ
dhrp-95	304	32	data	datum	NOUN
dhrp-95	304	33	.	.	PUNCT
dhrp-95	305	1	folia	folia	PROPN
dhrp-95	305	2	biol	biol	PROPN
dhrp-95	305	3	(	(	PUNCT
dhrp-95	305	4	praha	praha	PROPN
dhrp-95	305	5	)	)	PUNCT
dhrp-95	305	6	.	.	PUNCT
dhrp-95	306	1	2019;65(5	2019;65(5	NUM
dhrp-95	306	2	-	-	PUNCT
dhrp-95	306	3	6):212	6):212	NUM
dhrp-95	306	4	-	-	PUNCT
dhrp-95	306	5	220	220	NUM
dhrp-95	306	6	.	.	PUNCT
dhrp-95	306	7	33	33	NUM
dhrp-95	306	8	.	.	PUNCT
dhrp-95	307	1	ganggayah	ganggayah	PROPN
dhrp-95	307	2	md	md	PROPN
dhrp-95	307	3	,	,	PUNCT
dhrp-95	307	4	taib	taib	PROPN
dhrp-95	307	5	na	na	PROPN
dhrp-95	307	6	,	,	PUNCT
dhrp-95	307	7	har	har	PROPN
dhrp-95	307	8	yc	yc	PROPN
dhrp-95	307	9	,	,	PUNCT
dhrp-95	307	10	lio	lio	PROPN
dhrp-95	308	1	p	p	X
dhrp-95	308	2	,	,	PUNCT
dhrp-95	308	3	dhillon	dhillon	PROPN
dhrp-95	308	4	sk	sk	AUX
dhrp-95	308	5	.	.	PROPN
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dhrp-95	308	8	for	for	ADP
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dhrp-95	308	10	of	of	ADP
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dhrp-95	308	13	patients	patient	NOUN
dhrp-95	308	14	using	use	VERB
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dhrp-95	309	6	.	.	PUNCT
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dhrp-95	310	2	.	.	PUNCT
dhrp-95	311	1	published	publish	VERB
dhrp-95	311	2	2019	2019	NUM
dhrp-95	311	3	mar	mar	PROPN
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dhrp-95	311	5	.	.	PUNCT
dhrp-95	312	1	doi:10.1186	doi:10.1186	PROPN
dhrp-95	312	2	/	/	SYM
dhrp-95	312	3	s12911	s12911	PROPN
dhrp-95	312	4	-	-	PUNCT
dhrp-95	312	5	019	019	NUM
dhrp-95	312	6	-	-	PUNCT
dhrp-95	312	7	0801	0801	NUM
dhrp-95	312	8	-	-	SYM
dhrp-95	312	9	4	4	NUM
dhrp-95	312	10	34	34	NUM
dhrp-95	312	11	.	.	PUNCT
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dhrp-95	313	6	,	,	PUNCT
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dhrp-95	315	2	-	-	SYM
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dhrp-95	315	5	doi:10.1093	doi:10.1093	NOUN
dhrp-95	315	6	/	/	SYM
dhrp-95	315	7	bib	bib	PROPN
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dhrp-95	315	11	.	.	PUNCT
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dhrp-95	318	2	-	-	SYM
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dhrp-95	318	4	.	.	PUNCT
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dhrp-95	320	24	cancer	cancer	NOUN
dhrp-95	320	25	.	.	PUNCT
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dhrp-95	322	2	-	-	PUNCT
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dhrp-95	322	4	.	.	PUNCT
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dhrp-95	323	7	,	,	PUNCT
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dhrp-95	323	9	a	a	X
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dhrp-95	323	11	et	et	PROPN
dhrp-95	323	12	al	al	PROPN
dhrp-95	323	13	.	.	PUNCT
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dhrp-95	324	9	:	:	PUNCT
dhrp-95	324	10	a	a	DET
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dhrp-95	324	12	and	and	CCONJ
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dhrp-95	324	15	.	.	PUNCT
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dhrp-95	325	2	.	.	PUNCT
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dhrp-95	326	2	-	-	SYM
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dhrp-95	330	2	-	-	SYM
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dhrp-95	330	4	.	.	PUNCT
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dhrp-95	333	5	.	.	PUNCT
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dhrp-95	334	2	-	-	SYM
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dhrp-95	334	4	.	.	PUNCT
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dhrp-95	335	5	.	.	PUNCT
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dhrp-95	336	30	in	in	ADP
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dhrp-95	336	34	.	.	PUNCT
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dhrp-95	337	4	]	]	PUNCT
dhrp-95	337	5	.	.	PUNCT
dhrp-95	338	1	bmc	bmc	PROPN
dhrp-95	338	2	med	med	ADJ
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dhrp-95	338	4	.	.	PUNCT
dhrp-95	339	1	2019;12(suppl	2019;12(suppl	PROPN
dhrp-95	339	2	1):18	1):18	NUM
dhrp-95	339	3	.	.	PUNCT
dhrp-95	340	1	published	publish	VERB
dhrp-95	340	2	2019	2019	NUM
dhrp-95	340	3	jan	jan	PROPN
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dhrp-95	340	5	.	.	PUNCT
dhrp-95	341	1	doi:10.1186	doi:10.1186	PROPN
dhrp-95	341	2	/	/	SYM
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dhrp-95	341	4	-	-	PUNCT
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dhrp-95	341	6	-	-	PUNCT
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dhrp-95	341	8	-	-	SYM
dhrp-95	341	9	9	9	NUM
dhrp-95	341	10	41	41	NUM
dhrp-95	341	11	.	.	PUNCT
dhrp-95	342	1	gupta	gupta	PROPN
dhrp-95	342	2	r	r	PROPN
dhrp-95	342	3	,	,	PUNCT
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dhrp-95	342	6	,	,	PUNCT
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dhrp-95	342	9	,	,	PUNCT
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dhrp-95	342	27	for	for	ADP
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dhrp-95	342	31	:	:	PUNCT
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dhrp-95	342	35	dhr	dhr	PROPN
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dhrp-95	342	37	ǀ	ǀ	ADP
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dhrp-95	342	41	,	,	PUNCT
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dhrp-95	342	46	.	.	PUNCT
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dhrp-95	343	3	-	-	SYM
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dhrp-95	343	6	.	.	PUNCT
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dhrp-95	344	3	.	.	PUNCT
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dhrp-95	345	2	-	-	PUNCT
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dhrp-95	345	4	.	.	PUNCT
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dhrp-95	345	6	/	/	SYM
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dhrp-95	345	8	-	-	PUNCT
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dhrp-95	345	10	-	-	PUNCT
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dhrp-95	345	15	.	.	PUNCT
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dhrp-95	346	6	.	.	PUNCT
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dhrp-95	347	4	in	in	ADP
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dhrp-95	347	8	healthcare	healthcare	PROPN
dhrp-95	347	9	:	:	PUNCT
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dhrp-95	347	11	,	,	PUNCT
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dhrp-95	347	15	.	.	PUNCT
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dhrp-95	348	5	.	.	PUNCT
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dhrp-95	349	2	-	-	PUNCT
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dhrp-95	349	4	.	.	PUNCT
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dhrp-95	350	3	.	.	PUNCT
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dhrp-95	351	3	,	,	PUNCT
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dhrp-95	351	29	.	.	PUNCT
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dhrp-95	352	3	.	.	PUNCT
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dhrp-95	353	2	-	-	SYM
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dhrp-95	353	4	.	.	PUNCT
dhrp-95	354	1	doi:10.1007	doi:10.1007	VERB
dhrp-95	354	2	/	/	SYM
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dhrp-95	354	4	-	-	PUNCT
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dhrp-95	354	6	-	-	PUNCT
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dhrp-95	354	8	-	-	SYM
dhrp-95	354	9	w	w	ADP
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dhrp-95	354	11	.	.	PUNCT
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dhrp-95	355	3	,	,	PUNCT
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dhrp-95	355	6	,	,	PUNCT
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dhrp-95	355	9	,	,	PUNCT
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dhrp-95	355	14	-	-	PUNCT
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dhrp-95	355	18	(	(	PUNCT
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dhrp-95	355	20	)	)	PUNCT
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dhrp-95	355	29	.	.	PUNCT
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dhrp-95	357	1	2020;25(9):16241638	2020;25(9):16241638	NUM
dhrp-95	357	2	.	.	PUNCT
dhrp-95	357	3	doi:10.1016	doi:10.1016	PROPN
dhrp-95	357	4	/	/	SYM
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dhrp-95	357	7	.	.	PUNCT
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dhrp-95	358	3	,	,	PUNCT
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dhrp-95	358	6	,	,	PUNCT
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dhrp-95	358	27	.	.	PUNCT
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dhrp-95	360	2	-	-	SYM
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dhrp-95	360	4	.	.	PUNCT
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dhrp-95	361	2	/	/	SYM
dhrp-95	361	3	j.drudis.2017.08.010	j.drudis.2017.08.010	PROPN
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dhrp-95	361	5	.	.	PUNCT
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dhrp-95	362	10	.	.	PUNCT
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dhrp-95	363	4	.	.	PUNCT
dhrp-95	364	1	2023;44(7):411	2023;44(7):411	NUM
dhrp-95	364	2	-	-	PUNCT
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dhrp-95	364	4	.	.	PUNCT
dhrp-95	365	1	doi:10.1016	doi:10.1016	PROPN
dhrp-95	365	2	/	/	SYM
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dhrp-95	365	5	.	.	PUNCT
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dhrp-95	366	3	,	,	PUNCT
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dhrp-95	366	6	,	,	PUNCT
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dhrp-95	366	8	-	-	PUNCT
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dhrp-95	367	3	drug	drug	NOUN
dhrp-95	367	4	discov	discov	NOUN
dhrp-95	367	5	.	.	PUNCT
dhrp-95	368	1	2019;14(11):1089	2019;14(11):1089	NUM
dhrp-95	368	2	-	-	SYM
dhrp-95	368	3	1095	1095	NUM
dhrp-95	368	4	.	.	PUNCT
dhrp-95	369	1	doi:10.1080/17460441.2019.1637414	doi:10.1080/17460441.2019.1637414	ADP
dhrp-95	369	2	48	48	NUM
dhrp-95	369	3	.	.	PUNCT
dhrp-95	370	1	qin	qin	PROPN
dhrp-95	370	2	d.	d.	PROPN
dhrp-95	370	3	next	next	ADJ
dhrp-95	370	4	-	-	PUNCT
dhrp-95	370	5	generation	generation	NOUN
dhrp-95	370	6	sequencing	sequencing	NOUN
dhrp-95	370	7	and	and	CCONJ
dhrp-95	370	8	its	its	PRON
dhrp-95	370	9	clinical	clinical	ADJ
dhrp-95	370	10	application	application	NOUN
dhrp-95	370	11	.	.	PUNCT
dhrp-95	371	1	cancer	cancer	NOUN
dhrp-95	371	2	biol	biol	PROPN
dhrp-95	371	3	med	me	VERB
dhrp-95	371	4	.	.	PUNCT
dhrp-95	372	1	2019;16(1):4	2019;16(1):4	NUM
dhrp-95	372	2	-	-	SYM
dhrp-95	372	3	10	10	NUM
dhrp-95	372	4	.	.	PUNCT
dhrp-95	373	1	doi:10.20892	doi:10.20892	NOUN
dhrp-95	373	2	/	/	SYM
dhrp-95	373	3	j.issn.20953941.2018.0055	j.issn.20953941.2018.0055	NOUN
dhrp-95	373	4	49	49	NUM
dhrp-95	373	5	.	.	PUNCT
dhrp-95	374	1	zhu	zhu	PROPN
dhrp-95	374	2	h.	h.	PROPN
dhrp-95	374	3	big	big	PROPN
dhrp-95	374	4	data	datum	NOUN
dhrp-95	374	5	and	and	CCONJ
dhrp-95	374	6	artificial	artificial	ADJ
dhrp-95	374	7	intelligence	intelligence	NOUN
dhrp-95	374	8	modeling	modeling	NOUN
dhrp-95	374	9	for	for	ADP
dhrp-95	374	10	drug	drug	NOUN
dhrp-95	374	11	discovery	discovery	NOUN
dhrp-95	374	12	.	.	PUNCT
dhrp-95	375	1	annu	annu	PROPN
dhrp-95	375	2	rev	rev	VERB
dhrp-95	375	3	pharmacol	pharmacol	PROPN
dhrp-95	375	4	toxicol	toxicol	PROPN
dhrp-95	375	5	.	.	PUNCT
dhrp-95	376	1	2020;60:573	2020;60:573	NUM
dhrp-95	376	2	-	-	SYM
dhrp-95	376	3	589	589	NUM
dhrp-95	376	4	.	.	PUNCT
dhrp-95	377	1	doi:10.1146	doi:10.1146	NOUN
dhrp-95	377	2	/	/	SYM
dhrp-95	377	3	annurev	annurev	NOUN
dhrp-95	377	4	-	-	PUNCT
dhrp-95	377	5	pharmtox010919	pharmtox010919	NOUN
dhrp-95	377	6	-	-	NOUN
dhrp-95	377	7	023324	023324	NUM
dhrp-95	377	8	50	50	NUM
dhrp-95	377	9	.	.	PUNCT
dhrp-95	378	1	chopra	chopra	PROPN
dhrp-95	378	2	h	h	PROPN
dhrp-95	378	3	,	,	PUNCT
dhrp-95	378	4	baig	baig	PROPN
dhrp-95	378	5	aa	aa	PROPN
dhrp-95	378	6	,	,	PUNCT
dhrp-95	378	7	gautam	gautam	PROPN
dhrp-95	378	8	rk	rk	PROPN
dhrp-95	378	9	,	,	PUNCT
dhrp-95	378	10	kamal	kamal	PROPN
dhrp-95	378	11	ma	ma	PROPN
dhrp-95	378	12	.	.	PROPN
dhrp-95	378	13	application	application	NOUN
dhrp-95	378	14	of	of	ADP
dhrp-95	378	15	artificial	artificial	ADJ
dhrp-95	378	16	intelligence	intelligence	NOUN
dhrp-95	378	17	in	in	ADP
dhrp-95	378	18	drug	drug	NOUN
dhrp-95	378	19	discovery	discovery	NOUN
dhrp-95	378	20	.	.	PUNCT
dhrp-95	379	1	curr	curr	PROPN
dhrp-95	379	2	pharm	pharm	PROPN
dhrp-95	379	3	des	des	PROPN
dhrp-95	379	4	.	.	PROPN
dhrp-95	379	5	2022;28(33):2690	2022;28(33):2690	NUM
dhrp-95	379	6	-	-	SYM
dhrp-95	379	7	2703	2703	NUM
dhrp-95	379	8	.	.	PUNCT
dhrp-95	380	1	doi:10.2174/138161282866622060814	doi:10.2174/138161282866622060814	NOUN
dhrp-95	380	2	1049	1049	NUM
dhrp-95	380	3	51	51	NUM
dhrp-95	380	4	.	.	PUNCT
dhrp-95	381	1	rashid	rashid	PROPN
dhrp-95	381	2	mbma	mbma	PROPN
dhrp-95	381	3	,	,	PUNCT
dhrp-95	381	4	chow	chow	PROPN
dhrp-95	381	5	ek	ek	PROPN
dhrp-95	381	6	.	.	PROPN
dhrp-95	381	7	artificial	artificial	ADJ
dhrp-95	381	8	intelligence	intelligence	NOUN
dhrp-95	381	9	-	-	PUNCT
dhrp-95	381	10	driven	drive	VERB
dhrp-95	381	11	designer	designer	NOUN
dhrp-95	381	12	drug	drug	NOUN
dhrp-95	381	13	combinations	combination	NOUN
dhrp-95	381	14	:	:	PUNCT
dhrp-95	381	15	from	from	ADP
dhrp-95	381	16	drug	drug	NOUN
dhrp-95	381	17	development	development	NOUN
dhrp-95	381	18	to	to	ADP
dhrp-95	381	19	personalized	personalized	ADJ
dhrp-95	381	20	medicine	medicine	NOUN
dhrp-95	381	21	.	.	PUNCT
dhrp-95	382	1	slas	slas	PROPN
dhrp-95	382	2	technol	technol	PROPN
dhrp-95	382	3	.	.	PUNCT
dhrp-95	383	1	2019;24(1):124	2019;24(1):124	PROPN
dhrp-95	383	2	-	-	PUNCT
dhrp-95	383	3	125	125	NUM
dhrp-95	383	4	.	.	PUNCT
dhrp-95	384	1	doi:10.1177/2472630318800774	doi:10.1177/2472630318800774	NOUN
dhrp-95	384	2	52	52	NUM
dhrp-95	384	3	.	.	PUNCT
dhrp-95	385	1	liyanage	liyanage	NOUN
dhrp-95	385	2	h	h	PROPN
dhrp-95	385	3	,	,	PUNCT
dhrp-95	385	4	liaw	liaw	PROPN
dhrp-95	385	5	st	st	PROPN
dhrp-95	385	6	,	,	PUNCT
dhrp-95	385	7	jonnagaddala	jonnagaddala	PROPN
dhrp-95	385	8	j	j	PROPN
dhrp-95	385	9	,	,	PUNCT
dhrp-95	385	10	et	et	PROPN
dhrp-95	385	11	al	al	PROPN
dhrp-95	385	12	.	.	PUNCT
dhrp-95	385	13	artificial	artificial	ADJ
dhrp-95	385	14	intelligence	intelligence	NOUN
dhrp-95	385	15	in	in	ADP
dhrp-95	385	16	primary	primary	ADJ
dhrp-95	385	17	health	health	NOUN
dhrp-95	385	18	care	care	NOUN
dhrp-95	385	19	:	:	PUNCT
dhrp-95	385	20	perceptions	perception	NOUN
dhrp-95	385	21	,	,	PUNCT
dhrp-95	385	22	issues	issue	NOUN
dhrp-95	385	23	,	,	PUNCT
dhrp-95	385	24	and	and	CCONJ
dhrp-95	385	25	challenges	challenge	NOUN
dhrp-95	385	26	.	.	PUNCT
dhrp-95	386	1	yearb	yearb	PROPN
dhrp-95	386	2	med	med	ADJ
dhrp-95	386	3	inform	inform	NOUN
dhrp-95	386	4	.	.	PUNCT
dhrp-95	387	1	2019;28(1):41	2019;28(1):41	NUM
dhrp-95	387	2	-	-	SYM
dhrp-95	387	3	46	46	NUM
dhrp-95	387	4	.	.	PUNCT
dhrp-95	388	1	doi:10.1055	doi:10.1055	NOUN
dhrp-95	388	2	/	/	SYM
dhrp-95	388	3	s-00391677901	s-00391677901	PROPN
dhrp-95	388	4	53	53	NUM
dhrp-95	388	5	.	.	PUNCT
dhrp-95	389	1	küster	küster	PROPN
dhrp-95	389	2	d	d	PROPN
dhrp-95	389	3	,	,	PUNCT
dhrp-95	389	4	schultz	schultz	PROPN
dhrp-95	389	5	t.	t.	PROPN
dhrp-95	389	6	künstliche	künstliche	PROPN
dhrp-95	389	7	intelligenz	intelligenz	PROPN
dhrp-95	389	8	und	und	VERB
dhrp-95	389	9	ethik	ethik	ADV
dhrp-95	390	1	i	i	PRON
dhrp-95	390	2	m	m	AUX
dhrp-95	390	3	gesundheitswesen	gesundheitswesen	ADJ
dhrp-95	390	4	–	–	PUNCT
dhrp-95	390	5	spagat	spagat	ADJ
dhrp-95	390	6	oder	oder	ADJ
dhrp-95	390	7	symbiose	symbiose	NOUN
dhrp-95	390	8	?	?	PUNCT
dhrp-95	391	1	[	[	X
dhrp-95	391	2	artificial	artificial	ADJ
dhrp-95	391	3	intelligence	intelligence	NOUN
dhrp-95	391	4	and	and	CCONJ
dhrp-95	391	5	ethics	ethic	NOUN
dhrp-95	391	6	in	in	ADP
dhrp-95	391	7	healthcare	healthcare	NOUN
dhrp-95	391	8	-	-	PUNCT
dhrp-95	391	9	balancing	balance	VERB
dhrp-95	391	10	act	act	NOUN
dhrp-95	391	11	or	or	CCONJ
dhrp-95	391	12	symbiosis	symbiosis	VERB
dhrp-95	391	13	?	?	PUNCT
dhrp-95	391	14	]	]	PUNCT
dhrp-95	391	15	.	.	PUNCT
dhrp-95	392	1	bundesgesundheitsblatt	bundesgesundheitsblatt	PROPN
dhrp-95	392	2	gesundheitsforschung	gesundheitsforschung	AUX
dhrp-95	392	3	gesundheitsschutz	gesundheitsschutz	VERB
dhrp-95	392	4	.	.	PUNCT
dhrp-95	393	1	2023;66(2):176183	2023;66(2):176183	NUM
dhrp-95	393	2	.	.	PUNCT
dhrp-95	393	3	doi:10.1007	doi:10.1007	VERB
dhrp-95	393	4	/	/	SYM
dhrp-95	393	5	s00103	s00103	NOUN
dhrp-95	393	6	-	-	PUNCT
dhrp-95	393	7	022	022	NUM
dhrp-95	393	8	-	-	PUNCT
dhrp-95	393	9	03653	03653	NUM
dhrp-95	393	10	-	-	SYM
dhrp-95	393	11	5	5	NUM
dhrp-95	393	12	54	54	NUM
dhrp-95	393	13	.	.	PUNCT
dhrp-95	394	1	norgeot	norgeot	PROPN
dhrp-95	394	2	b	b	PROPN
dhrp-95	394	3	,	,	PUNCT
dhrp-95	394	4	quer	quer	PROPN
dhrp-95	394	5	g	g	PROPN
dhrp-95	394	6	,	,	PUNCT
dhrp-95	394	7	beaulieu	beaulieu	NOUN
dhrp-95	394	8	-	-	PUNCT
dhrp-95	394	9	jones	jones	NOUN
dhrp-95	394	10	bk	bk	PROPN
dhrp-95	394	11	,	,	PUNCT
dhrp-95	394	12	et	et	PROPN
dhrp-95	394	13	al	al	PROPN
dhrp-95	394	14	.	.	PUNCT
dhrp-95	395	1	minimum	minimum	ADJ
dhrp-95	395	2	information	information	NOUN
dhrp-95	395	3	about	about	ADP
dhrp-95	395	4	clinical	clinical	ADJ
dhrp-95	395	5	artificial	artificial	ADJ
dhrp-95	395	6	intelligence	intelligence	NOUN
dhrp-95	395	7	modeling	modeling	NOUN
dhrp-95	395	8	:	:	PUNCT
dhrp-95	395	9	the	the	DET
dhrp-95	395	10	mi	mi	ADJ
dhrp-95	395	11	-	-	PUNCT
dhrp-95	395	12	claim	claim	NOUN
dhrp-95	395	13	checklist	checklist	NOUN
dhrp-95	395	14	.	.	PUNCT
dhrp-95	396	1	nat	nat	PROPN
dhrp-95	396	2	med	me	VERB
dhrp-95	396	3	.	.	PUNCT
dhrp-95	397	1	2020;26(9):1320	2020;26(9):1320	NUM
dhrp-95	397	2	-	-	SYM
dhrp-95	397	3	1324	1324	NUM
dhrp-95	397	4	.	.	PUNCT
dhrp-95	398	1	doi:10.1038	doi:10.1038	NOUN
dhrp-95	398	2	/	/	SYM
dhrp-95	398	3	s41591	s41591	NOUN
dhrp-95	398	4	-	-	PUNCT
dhrp-95	398	5	020	020	NUM
dhrp-95	398	6	-	-	PUNCT
dhrp-95	398	7	1041	1041	NUM
dhrp-95	398	8	-	-	SYM
dhrp-95	398	9	y	y	PROPN
dhrp-95	398	10	55	55	NUM
dhrp-95	398	11	.	.	PUNCT
dhrp-95	399	1	tran	tran	PROPN
dhrp-95	399	2	ka	ka	PROPN
dhrp-95	399	3	,	,	PUNCT
dhrp-95	399	4	kondrashova	kondrashova	PROPN
dhrp-95	399	5	o	o	NOUN
dhrp-95	399	6	,	,	PUNCT
dhrp-95	399	7	bradley	bradley	PROPN
dhrp-95	399	8	a	a	PROPN
dhrp-95	399	9	,	,	PUNCT
dhrp-95	399	10	williams	williams	PROPN
dhrp-95	399	11	ed	ed	PROPN
dhrp-95	399	12	,	,	PUNCT
dhrp-95	399	13	pearson	pearson	PROPN
dhrp-95	399	14	jv	jv	PROPN
dhrp-95	399	15	,	,	PUNCT
dhrp-95	399	16	waddell	waddell	PROPN
dhrp-95	399	17	n.	n.	PROPN
dhrp-95	399	18	deep	deep	PROPN
dhrp-95	399	19	learning	learning	NOUN
dhrp-95	399	20	in	in	ADP
dhrp-95	399	21	cancer	cancer	NOUN
dhrp-95	399	22	diagnosis	diagnosis	NOUN
dhrp-95	399	23	,	,	PUNCT
dhrp-95	399	24	prognosis	prognosis	NOUN
dhrp-95	399	25	and	and	CCONJ
dhrp-95	399	26	treatment	treatment	NOUN
dhrp-95	399	27	selection	selection	NOUN
dhrp-95	399	28	.	.	PUNCT
dhrp-95	400	1	genome	genome	NOUN
dhrp-95	400	2	med	me	VERB
dhrp-95	400	3	.	.	PUNCT
dhrp-95	401	1	2021;13(1):152	2021;13(1):152	NUM
dhrp-95	401	2	.	.	PUNCT
dhrp-95	402	1	published	publish	VERB
dhrp-95	402	2	2021	2021	NUM
dhrp-95	402	3	sep	sep	PROPN
dhrp-95	402	4	27	27	NUM
dhrp-95	402	5	.	.	PUNCT
dhrp-95	403	1	doi:10.1186	doi:10.1186	PROPN
dhrp-95	403	2	/	/	SYM
dhrp-95	403	3	s13073	s13073	PROPN
dhrp-95	403	4	-	-	PUNCT
dhrp-95	403	5	021	021	NUM
dhrp-95	403	6	-	-	PUNCT
dhrp-95	403	7	00968	00968	NUM
dhrp-95	403	8	-	-	SYM
dhrp-95	403	9	x	x	SYM
dhrp-95	403	10	56	56	NUM
dhrp-95	403	11	.	.	PUNCT
dhrp-95	404	1	sallam	sallam	PROPN
dhrp-95	404	2	m.	m.	NOUN
dhrp-95	404	3	chatgpt	chatgpt	NOUN
dhrp-95	404	4	utility	utility	NOUN
dhrp-95	404	5	in	in	ADP
dhrp-95	404	6	healthcare	healthcare	PROPN
dhrp-95	404	7	education	education	NOUN
dhrp-95	404	8	,	,	PUNCT
dhrp-95	404	9	research	research	NOUN
dhrp-95	404	10	,	,	PUNCT
dhrp-95	404	11	and	and	CCONJ
dhrp-95	404	12	practice	practice	NOUN
dhrp-95	404	13	:	:	PUNCT
dhrp-95	404	14	systematic	systematic	ADJ
dhrp-95	404	15	review	review	NOUN
dhrp-95	404	16	on	on	ADP
dhrp-95	404	17	the	the	DET
dhrp-95	404	18	promising	promising	ADJ
dhrp-95	404	19	perspectives	perspective	NOUN
dhrp-95	404	20	and	and	CCONJ
dhrp-95	404	21	valid	valid	ADJ
dhrp-95	404	22	concerns	concern	NOUN
dhrp-95	404	23	.	.	PUNCT
dhrp-95	405	1	healthcare	healthcare	NOUN
dhrp-95	405	2	(	(	PUNCT
dhrp-95	405	3	basel	basel	PROPN
dhrp-95	405	4	)	)	PUNCT
dhrp-95	405	5	.	.	PUNCT
dhrp-95	406	1	2023;11(6):887	2023;11(6):887	NUM
dhrp-95	406	2	.	.	PUNCT
dhrp-95	407	1	published	publish	VERB
dhrp-95	407	2	2023	2023	NUM
dhrp-95	407	3	mar	mar	PROPN
dhrp-95	407	4	19	19	NUM
dhrp-95	407	5	.	.	PUNCT
dhrp-95	408	1	doi:10.3390	doi:10.3390	PROPN
dhrp-95	408	2	/	/	SYM
dhrp-95	408	3	healthcare11060887	healthcare11060887	PROPN
dhrp-95	408	4	57	57	NUM
dhrp-95	408	5	.	.	PUNCT
dhrp-95	409	1	beam	beam	PROPN
dhrp-95	409	2	al	al	PROPN
dhrp-95	409	3	,	,	PUNCT
dhrp-95	409	4	manrai	manrai	PROPN
dhrp-95	409	5	ak	ak	PROPN
dhrp-95	409	6	,	,	PUNCT
dhrp-95	409	7	ghassemi	ghassemi	NOUN
dhrp-95	409	8	m.	m.	NOUN
dhrp-95	409	9	challenges	challenge	NOUN
dhrp-95	409	10	to	to	ADP
dhrp-95	409	11	the	the	DET
dhrp-95	409	12	reproducibility	reproducibility	NOUN
dhrp-95	409	13	of	of	ADP
dhrp-95	409	14	machine	machine	NOUN
dhrp-95	409	15	learning	learning	NOUN
dhrp-95	409	16	models	model	NOUN
dhrp-95	409	17	in	in	ADP
dhrp-95	409	18	health	health	NOUN
dhrp-95	409	19	care	care	NOUN
dhrp-95	409	20	.	.	PUNCT
dhrp-95	410	1	jama	jama	PROPN
dhrp-95	410	2	.	.	PUNCT
dhrp-95	411	1	2020;323(4):305	2020;323(4):305	NUM
dhrp-95	411	2	-	-	SYM
dhrp-95	411	3	306	306	NUM
dhrp-95	411	4	.	.	PUNCT
dhrp-95	412	1	doi:10.1001	doi:10.1001	PROPN
dhrp-95	412	2	/	/	SYM
dhrp-95	412	3	jama.2019.20866	jama.2019.20866	PROPN
dhrp-95	412	4	58	58	NUM
dhrp-95	412	5	.	.	PUNCT
dhrp-95	413	1	esteva	esteva	PROPN
dhrp-95	413	2	a	a	PRON
dhrp-95	413	3	,	,	PUNCT
dhrp-95	413	4	kuprel	kuprel	NOUN
dhrp-95	413	5	b	b	NOUN
dhrp-95	413	6	,	,	PUNCT
dhrp-95	413	7	novoa	novoa	ADJ
dhrp-95	413	8	ra	ra	PROPN
dhrp-95	413	9	,	,	PUNCT
dhrp-95	413	10	et	et	PROPN
dhrp-95	413	11	al	al	PROPN
dhrp-95	413	12	.	.	PROPN
dhrp-95	413	13	dermatologist	dermatologist	NOUN
dhrp-95	413	14	-	-	PUNCT
dhrp-95	413	15	level	level	NOUN
dhrp-95	413	16	classification	classification	NOUN
dhrp-95	413	17	of	of	ADP
dhrp-95	413	18	skin	skin	NOUN
dhrp-95	413	19	cancer	cancer	NOUN
dhrp-95	413	20	with	with	ADP
dhrp-95	413	21	deep	deep	ADJ
dhrp-95	413	22	neural	neural	ADJ
dhrp-95	413	23	networks	network	NOUN
dhrp-95	413	24	[	[	X
dhrp-95	413	25	published	publish	VERB
dhrp-95	413	26	correction	correction	NOUN
dhrp-95	413	27	appears	appear	VERB
dhrp-95	413	28	in	in	ADP
dhrp-95	413	29	nature	nature	NOUN
dhrp-95	413	30	.	.	PUNCT
dhrp-95	414	1	2017	2017	NUM
dhrp-95	414	2	jun	jun	PROPN
dhrp-95	414	3	28;546(7660):686	28;546(7660):686	NUM
dhrp-95	414	4	]	]	PUNCT
dhrp-95	414	5	.	.	PUNCT
dhrp-95	415	1	nature	nature	NOUN
dhrp-95	415	2	.	.	PUNCT
dhrp-95	416	1	2017;542(7639):115	2017;542(7639):115	NUM
dhrp-95	416	2	-	-	SYM
dhrp-95	416	3	118	118	NUM
dhrp-95	416	4	.	.	PUNCT
dhrp-95	417	1	doi:10.1038	doi:10.1038	NOUN
dhrp-95	417	2	/	/	SYM
dhrp-95	417	3	nature21056	nature21056	PROPN
dhrp-95	417	4	59	59	NUM
dhrp-95	417	5	.	.	PUNCT
dhrp-95	418	1	zou	zou	PROPN
dhrp-95	418	2	j	j	PROPN
dhrp-95	418	3	,	,	PUNCT
dhrp-95	418	4	schiebinger	schiebinger	PROPN
dhrp-95	418	5	l.	l.	PROPN
dhrp-95	418	6	ai	ai	VERB
dhrp-95	418	7	can	can	AUX
dhrp-95	418	8	be	be	AUX
dhrp-95	418	9	sexist	sexist	ADJ
dhrp-95	418	10	and	and	CCONJ
dhrp-95	418	11	racist	racist	ADJ
dhrp-95	418	12	it	it	PRON
dhrp-95	418	13	's	be	AUX
dhrp-95	418	14	time	time	NOUN
dhrp-95	418	15	to	to	PART
dhrp-95	418	16	make	make	VERB
dhrp-95	418	17	it	it	PRON
dhrp-95	418	18	fair	fair	ADJ
dhrp-95	418	19	.	.	PUNCT
dhrp-95	419	1	nature	nature	NOUN
dhrp-95	419	2	.	.	PUNCT
dhrp-95	420	1	2018;559(7714):324	2018;559(7714):324	NUM
dhrp-95	420	2	-	-	SYM
dhrp-95	420	3	326	326	NUM
dhrp-95	420	4	.	.	PUNCT
dhrp-95	421	1	doi:10.1038	doi:10.1038	NOUN
dhrp-95	421	2	/	/	SYM
dhrp-95	421	3	d41586	d41586	NOUN
dhrp-95	421	4	-	-	PUNCT
dhrp-95	421	5	018	018	NUM
dhrp-95	421	6	-	-	PUNCT
dhrp-95	421	7	05707	05707	NUM
dhrp-95	421	8	-	-	PUNCT
dhrp-95	421	9	8	8	NUM
dhrp-95	421	10	special	special	ADJ
dhrp-95	421	11	edition	edition	NOUN
dhrp-95	421	12	:	:	PUNCT
dhrp-95	421	13	junior	junior	ADJ
dhrp-95	421	14	commentary	commentary	NOUN
dhrp-95	421	15	https://doi.org/10.47488/dhrp.v3is1.95	https://doi.org/10.47488/dhrp.v3is1.95	PROPN
dhrp-95	421	16	dhr	dhr	PROPN
dhrp-95	421	17	proceedings	proceeding	NOUN
dhrp-95	421	18	ǀ	ǀ	ADP
dhrp-95	421	19	http://dhrproceedings.org	http://dhrproceedings.org	PROPN
dhrp-95	421	20	10	10	NUM
dhrp-95	421	21	2023	2023	NUM
dhrp-95	421	22	,	,	PUNCT
dhrp-95	421	23	vol	vol	NOUN
dhrp-95	421	24	.	.	NOUN
dhrp-95	421	25	3	3	NUM
dhrp-95	421	26	no	no	NOUN
dhrp-95	421	27	.	.	PUNCT
dhrp-95	422	1	s1	s1	NOUN
dhrp-95	422	2	1	1	NUM
dhrp-95	422	3	-	-	SYM
dhrp-95	422	4	10	10	NUM
dhrp-95	422	5	60	60	NUM
dhrp-95	422	6	.	.	PUNCT
dhrp-95	423	1	wilkinson	wilkinson	PROPN
dhrp-95	423	2	md	md	PROPN
dhrp-95	423	3	,	,	PUNCT
dhrp-95	423	4	dumontier	dumontier	PROPN
dhrp-95	423	5	m	m	PROPN
dhrp-95	423	6	,	,	PUNCT
dhrp-95	423	7	aalbersberg	aalbersberg	PROPN
dhrp-95	423	8	ij	ij	INTJ
dhrp-95	423	9	,	,	PUNCT
dhrp-95	423	10	et	et	PROPN
dhrp-95	423	11	al	al	PROPN
dhrp-95	423	12	.	.	PUNCT
dhrp-95	424	1	the	the	DET
dhrp-95	424	2	fair	fair	ADJ
dhrp-95	424	3	guiding	guide	VERB
dhrp-95	424	4	principles	principle	NOUN
dhrp-95	424	5	for	for	ADP
dhrp-95	424	6	scientific	scientific	ADJ
dhrp-95	424	7	data	datum	NOUN
dhrp-95	424	8	management	management	NOUN
dhrp-95	424	9	and	and	CCONJ
dhrp-95	424	10	stewardship	stewardship	NOUN
dhrp-95	424	11	[	[	X
dhrp-95	424	12	published	publish	VERB
dhrp-95	424	13	correction	correction	NOUN
dhrp-95	424	14	appears	appear	VERB
dhrp-95	424	15	in	in	ADP
dhrp-95	424	16	sci	sci	PROPN
dhrp-95	424	17	data	datum	NOUN
dhrp-95	424	18	.	.	PUNCT
dhrp-95	425	1	2019	2019	NUM
dhrp-95	425	2	mar	mar	PROPN
dhrp-95	425	3	19;6(1):6	19;6(1):6	NUM
dhrp-95	425	4	]	]	PUNCT
dhrp-95	425	5	.	.	PUNCT
dhrp-95	426	1	sci	sci	PROPN
dhrp-95	426	2	data	data	PROPN
dhrp-95	426	3	.	.	PUNCT
dhrp-95	427	1	2016;3:160018	2016;3:160018	NOUN
dhrp-95	427	2	.	.	PUNCT
dhrp-95	428	1	published	publish	VERB
dhrp-95	428	2	2016	2016	NUM
dhrp-95	428	3	mar	mar	PROPN
dhrp-95	428	4	15	15	NUM
dhrp-95	428	5	.	.	PUNCT
dhrp-95	428	6	doi:10.1038	doi:10.1038	NOUN
dhrp-95	428	7	/	/	SYM
dhrp-95	428	8	sdata.2016.18	sdata.2016.18	NOUN
dhrp-95	428	9	61	61	NUM
dhrp-95	428	10	.	.	PUNCT
dhrp-95	429	1	kann	kann	PROPN
dhrp-95	429	2	bh	bh	PROPN
dhrp-95	429	3	,	,	PUNCT
dhrp-95	429	4	hosny	hosny	PROPN
dhrp-95	429	5	a	a	PROPN
dhrp-95	429	6	,	,	PUNCT
dhrp-95	429	7	aerts	aert	NOUN
dhrp-95	429	8	hjwl	hjwl	NOUN
dhrp-95	429	9	.	.	PUNCT
dhrp-95	430	1	artificial	artificial	ADJ
dhrp-95	430	2	intelligence	intelligence	NOUN
dhrp-95	430	3	for	for	ADP
dhrp-95	430	4	clinical	clinical	ADJ
dhrp-95	430	5	oncology	oncology	NOUN
dhrp-95	430	6	.	.	PUNCT
dhrp-95	431	1	cancer	cancer	NOUN
dhrp-95	431	2	cell	cell	NOUN
dhrp-95	431	3	.	.	PUNCT
dhrp-95	432	1	2021;39(7):916927	2021;39(7):916927	NUM
dhrp-95	432	2	.	.	PUNCT
dhrp-95	432	3	doi:10.1016	doi:10.1016	PROPN
dhrp-95	432	4	/	/	SYM
dhrp-95	432	5	j.ccell.2021.04.002	j.ccell.2021.04.002	PROPN
dhrp-95	432	6	62	62	NUM
dhrp-95	432	7	.	.	PUNCT
dhrp-95	433	1	chomutare	chomutare	PROPN
dhrp-95	433	2	t	t	PROPN
dhrp-95	433	3	,	,	PUNCT
dhrp-95	433	4	tejedor	tejedor	PROPN
dhrp-95	433	5	m	m	PROPN
dhrp-95	433	6	,	,	PUNCT
dhrp-95	433	7	svenning	svenne	VERB
dhrp-95	433	8	to	to	ADP
dhrp-95	433	9	,	,	PUNCT
dhrp-95	433	10	et	et	PROPN
dhrp-95	433	11	al	al	PROPN
dhrp-95	433	12	.	.	PUNCT
dhrp-95	434	1	artificial	artificial	ADJ
dhrp-95	434	2	intelligence	intelligence	NOUN
dhrp-95	434	3	implementation	implementation	NOUN
dhrp-95	434	4	in	in	ADP
dhrp-95	434	5	healthcare	healthcare	PROPN
dhrp-95	434	6	:	:	PUNCT
dhrp-95	434	7	a	a	DET
dhrp-95	434	8	theory	theory	NOUN
dhrp-95	434	9	-	-	PUNCT
dhrp-95	434	10	based	base	VERB
dhrp-95	434	11	scoping	scoping	NOUN
dhrp-95	434	12	review	review	NOUN
dhrp-95	434	13	of	of	ADP
dhrp-95	434	14	barriers	barrier	NOUN
dhrp-95	434	15	and	and	CCONJ
dhrp-95	434	16	facilitators	facilitator	NOUN
dhrp-95	434	17	.	.	PUNCT
dhrp-95	435	1	int	int	PROPN
dhrp-95	436	1	j	j	PROPN
dhrp-95	436	2	environ	environ	PROPN
dhrp-95	436	3	res	re	VERB
dhrp-95	436	4	public	public	ADJ
dhrp-95	436	5	health	health	NOUN
dhrp-95	436	6	.	.	PUNCT
dhrp-95	437	1	2022;19(23):16359	2022;19(23):16359	X
dhrp-95	437	2	.	.	PUNCT
dhrp-95	438	1	published	publish	VERB
dhrp-95	438	2	2022	2022	NUM
dhrp-95	438	3	dec	dec	PROPN
dhrp-95	438	4	6	6	NUM
dhrp-95	438	5	.	.	PUNCT
dhrp-95	438	6	doi:10.3390	doi:10.3390	PROPN
dhrp-95	438	7	/	/	SYM
dhrp-95	438	8	ijerph192316359	ijerph192316359	PROPN
dhrp-95	438	9	63	63	NUM
dhrp-95	438	10	.	.	PUNCT
dhrp-95	439	1	aung	aung	PROPN
dhrp-95	439	2	yym	yym	PROPN
dhrp-95	439	3	,	,	PUNCT
dhrp-95	439	4	wong	wong	PROPN
dhrp-95	439	5	dcs	dcs	PROPN
dhrp-95	439	6	,	,	PUNCT
dhrp-95	439	7	ting	ting	PROPN
dhrp-95	439	8	dsw	dsw	PROPN
dhrp-95	439	9	.	.	PUNCT
dhrp-95	440	1	the	the	DET
dhrp-95	440	2	promise	promise	NOUN
dhrp-95	440	3	of	of	ADP
dhrp-95	440	4	artificial	artificial	ADJ
dhrp-95	440	5	intelligence	intelligence	NOUN
dhrp-95	440	6	:	:	PUNCT
dhrp-95	440	7	a	a	DET
dhrp-95	440	8	review	review	NOUN
dhrp-95	440	9	of	of	ADP
dhrp-95	440	10	the	the	DET
dhrp-95	440	11	opportunities	opportunity	NOUN
dhrp-95	440	12	and	and	CCONJ
dhrp-95	440	13	challenges	challenge	NOUN
dhrp-95	440	14	of	of	ADP
dhrp-95	440	15	artificial	artificial	ADJ
dhrp-95	440	16	intelligence	intelligence	NOUN
dhrp-95	440	17	in	in	ADP
dhrp-95	440	18	healthcare	healthcare	PROPN
dhrp-95	440	19	.	.	PUNCT
dhrp-95	441	1	br	br	PROPN
dhrp-95	441	2	med	med	ADJ
dhrp-95	441	3	bull	bull	NOUN
dhrp-95	441	4	.	.	PUNCT
dhrp-95	442	1	2021;139(1):415	2021;139(1):415	X
dhrp-95	442	2	.	.	PUNCT
dhrp-95	443	1	doi:10.1093	doi:10.1093	NOUN
dhrp-95	443	2	/	/	SYM
dhrp-95	443	3	bmb	bmb	PROPN
dhrp-95	443	4	/	/	SYM
dhrp-95	443	5	ldab016	ldab016	PROPN
dhrp-95	443	6	64	64	NUM
dhrp-95	443	7	.	.	PUNCT
dhrp-95	444	1	pashkov	pashkov	PROPN
dhrp-95	444	2	vm	vm	PROPN
dhrp-95	444	3	,	,	PUNCT
dhrp-95	444	4	harkusha	harkusha	PROPN
dhrp-95	444	5	ao	ao	PROPN
dhrp-95	444	6	,	,	PUNCT
dhrp-95	444	7	harkusha	harkusha	PROPN
dhrp-95	444	8	yo	yo	PROPN
dhrp-95	444	9	.	.	PUNCT
dhrp-95	445	1	artificial	artificial	ADJ
dhrp-95	445	2	intelligence	intelligence	NOUN
dhrp-95	445	3	in	in	ADP
dhrp-95	445	4	medical	medical	ADJ
dhrp-95	445	5	practice	practice	NOUN
dhrp-95	445	6	:	:	PUNCT
dhrp-95	445	7	regulative	regulative	ADJ
dhrp-95	445	8	issues	issue	NOUN
dhrp-95	445	9	and	and	CCONJ
dhrp-95	445	10	perspectives	perspective	NOUN
dhrp-95	445	11	.	.	PUNCT
dhrp-95	446	1	wiad	wiad	PROPN
dhrp-95	446	2	lek	lek	PROPN
dhrp-95	446	3	.	.	PROPN
dhrp-95	447	1	2020;73(12	2020;73(12	NUM
dhrp-95	447	2	cz	cz	ADJ
dhrp-95	447	3	2):2722	2):2722	NOUN
dhrp-95	447	4	-	-	SYM
dhrp-95	447	5	2727	2727	NUM
dhrp-95	447	6	.	.	PUNCT
dhrp-95	448	1	65	65	NUM
dhrp-95	448	2	.	.	PUNCT
dhrp-95	449	1	naik	naik	PROPN
dhrp-95	449	2	n	n	PROPN
dhrp-95	449	3	,	,	PUNCT
dhrp-95	449	4	hameed	hameed	PROPN
dhrp-95	449	5	bmz	bmz	NOUN
dhrp-95	449	6	,	,	PUNCT
dhrp-95	449	7	shetty	shetty	PROPN
dhrp-95	449	8	dk	dk	PROPN
dhrp-95	449	9	,	,	PUNCT
dhrp-95	449	10	et	et	PROPN
dhrp-95	449	11	al	al	PROPN
dhrp-95	449	12	.	.	PUNCT
dhrp-95	450	1	legal	legal	ADJ
dhrp-95	450	2	and	and	CCONJ
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dhrp-95	450	4	consideration	consideration	NOUN
dhrp-95	450	5	in	in	ADP
dhrp-95	450	6	artificial	artificial	ADJ
dhrp-95	450	7	intelligence	intelligence	NOUN
dhrp-95	450	8	in	in	ADP
dhrp-95	450	9	healthcare	healthcare	PROPN
dhrp-95	450	10	:	:	PUNCT
dhrp-95	450	11	who	who	PRON
dhrp-95	450	12	takes	take	VERB
dhrp-95	450	13	responsibility	responsibility	NOUN
dhrp-95	450	14	?	?	PUNCT
dhrp-95	450	15	.	.	PUNCT
dhrp-95	451	1	front	front	ADJ
dhrp-95	451	2	surg	surg	NOUN
dhrp-95	451	3	.	.	PUNCT
dhrp-95	452	1	2022;9:862322	2022;9:862322	PROPN
dhrp-95	452	2	.	.	PUNCT
dhrp-95	453	1	published	publish	VERB
dhrp-95	453	2	2022	2022	NUM
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dhrp-95	453	5	.	.	PUNCT
dhrp-95	454	1	doi:10.3389	doi:10.3389	PROPN
dhrp-95	454	2	/	/	SYM
dhrp-95	454	3	fsurg.2022.862322	fsurg.2022.862322	PROPN
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dhrp-95	454	5	.	.	PUNCT
dhrp-95	455	1	thapa	thapa	PROPN
dhrp-95	455	2	c	c	PROPN
dhrp-95	455	3	,	,	PUNCT
dhrp-95	455	4	camtepe	camtepe	PROPN
dhrp-95	455	5	s.	s.	PROPN
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dhrp-95	455	9	:	:	PUNCT
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dhrp-95	455	11	,	,	PUNCT
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dhrp-95	455	13	and	and	CCONJ
dhrp-95	455	14	existing	exist	VERB
dhrp-95	455	15	techniques	technique	NOUN
dhrp-95	455	16	for	for	ADP
dhrp-95	455	17	data	datum	NOUN
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dhrp-95	455	19	and	and	CCONJ
dhrp-95	455	20	privacy	privacy	NOUN
dhrp-95	455	21	.	.	PUNCT
dhrp-95	456	1	comput	comput	PROPN
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dhrp-95	456	4	.	.	PUNCT
dhrp-95	457	1	2021;129:104130	2021;129:104130	NUM
dhrp-95	457	2	.	.	PUNCT
dhrp-95	458	1	doi:10.1016	doi:10.1016	PROPN
dhrp-95	458	2	/	/	SYM
dhrp-95	458	3	j.compbiomed.2020.10413	j.compbiomed.2020.10413	PROPN
dhrp-95	458	4	0	0	NUM
dhrp-95	458	5	67	67	NUM
dhrp-95	458	6	.	.	PUNCT
dhrp-95	459	1	sheikh	sheikh	PROPN
dhrp-95	459	2	a	a	PROPN
dhrp-95	459	3	,	,	PUNCT
dhrp-95	459	4	anderson	anderson	PROPN
dhrp-95	459	5	m	m	PROPN
dhrp-95	459	6	,	,	PUNCT
dhrp-95	459	7	albala	albala	PROPN
dhrp-95	459	8	s	s	PROPN
dhrp-95	459	9	,	,	PUNCT
dhrp-95	459	10	et	et	PROPN
dhrp-95	459	11	al	al	PROPN
dhrp-95	459	12	.	.	PROPN
dhrp-95	459	13	health	health	PROPN
dhrp-95	459	14	information	information	NOUN
dhrp-95	459	15	technology	technology	NOUN
dhrp-95	459	16	and	and	CCONJ
dhrp-95	459	17	digital	digital	ADJ
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dhrp-95	459	19	for	for	ADP
dhrp-95	459	20	national	national	ADJ
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dhrp-95	459	22	health	health	PROPN
dhrp-95	459	23	and	and	CCONJ
dhrp-95	459	24	care	care	NOUN
dhrp-95	459	25	systems	system	NOUN
dhrp-95	459	26	.	.	PUNCT
dhrp-95	460	1	lancet	lancet	NOUN
dhrp-95	460	2	digit	digit	NOUN
dhrp-95	460	3	health	health	NOUN
dhrp-95	460	4	.	.	PUNCT
dhrp-95	461	1	2021;3(6):e383	2021;3(6):e383	NOUN
dhrp-95	461	2	-	-	PUNCT
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dhrp-95	461	4	.	.	PUNCT
dhrp-95	461	5	doi:10.1016	doi:10.1016	PROPN
dhrp-95	461	6	/	/	SYM
dhrp-95	461	7	s2589	s2589	PROPN
dhrp-95	461	8	-	-	PUNCT
dhrp-95	461	9	7500(21)00005	7500(21)00005	NUM
dhrp-95	461	10	-	-	PUNCT
dhrp-95	461	11	4	4	NUM
dhrp-95	461	12	68	68	NUM
dhrp-95	461	13	.	.	PUNCT
dhrp-95	462	1	rompianesi	rompianesi	PROPN
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dhrp-95	462	3	,	,	PUNCT
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dhrp-95	462	5	f	f	PROPN
dhrp-95	462	6	,	,	PUNCT
dhrp-95	462	7	ceresa	ceresa	PROPN
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dhrp-95	462	27	metastases	metastasis	NOUN
dhrp-95	462	28	.	.	PUNCT
dhrp-95	463	1	world	world	PROPN
dhrp-95	463	2	j	j	PROPN
dhrp-95	463	3	gastroenterol	gastroenterol	PROPN
dhrp-95	463	4	.	.	PUNCT
dhrp-95	464	1	2022	2022	NUM
dhrp-95	464	2	;	;	PUNCT
dhrp-95	464	3	28(1):108	28(1):108	NUM
dhrp-95	464	4	-	-	SYM
dhrp-95	464	5	122	122	NUM
dhrp-95	464	6	.	.	PUNCT
dhrp-95	464	7	doi:10.3748	doi:10.3748	NOUN
dhrp-95	464	8	/	/	SYM
dhrp-95	464	9	wjg.v28.i1.108	wjg.v28.i1.108	PROPN
dhrp-95	464	10	69	69	NUM
dhrp-95	464	11	.	.	PUNCT
dhrp-95	465	1	hunter	hunter	PROPN
dhrp-95	465	2	b	b	PROPN
dhrp-95	465	3	,	,	PUNCT
dhrp-95	465	4	hindocha	hindocha	PROPN
dhrp-95	465	5	s	s	PART
dhrp-95	465	6	,	,	PUNCT
dhrp-95	465	7	lee	lee	PROPN
dhrp-95	465	8	rw	rw	PROPN
dhrp-95	465	9	.	.	PUNCT
dhrp-95	466	1	the	the	DET
dhrp-95	466	2	role	role	NOUN
dhrp-95	466	3	of	of	ADP
dhrp-95	466	4	artificial	artificial	ADJ
dhrp-95	466	5	intelligence	intelligence	NOUN
dhrp-95	466	6	in	in	ADP
dhrp-95	466	7	early	early	ADJ
dhrp-95	466	8	cancer	cancer	NOUN
dhrp-95	466	9	diagnosis	diagnosis	NOUN
dhrp-95	466	10	.	.	PUNCT
dhrp-95	467	1	cancers	cancer	NOUN
dhrp-95	467	2	(	(	PUNCT
dhrp-95	467	3	basel	basel	PROPN
dhrp-95	467	4	)	)	PUNCT
dhrp-95	467	5	.	.	PUNCT
dhrp-95	468	1	2022;14(6):1524	2022;14(6):1524	NUM
dhrp-95	468	2	.	.	PUNCT
dhrp-95	469	1	published	publish	VERB
dhrp-95	469	2	2022	2022	NUM
dhrp-95	469	3	mar	mar	PROPN
dhrp-95	469	4	16	16	NUM
dhrp-95	469	5	.	.	PUNCT
dhrp-95	470	1	doi:10.3390	doi:10.3390	PROPN
dhrp-95	470	2	/	/	SYM
dhrp-95	470	3	cancers14061524	cancers14061524	PROPN
dhrp-95	470	4	70	70	NUM
dhrp-95	470	5	.	.	PUNCT
dhrp-95	471	1	morley	morley	PROPN
dhrp-95	471	2	j	j	PROPN
dhrp-95	471	3	,	,	PUNCT
dhrp-95	471	4	machado	machado	PROPN
dhrp-95	471	5	ccv	ccv	PROPN
dhrp-95	471	6	,	,	PUNCT
dhrp-95	471	7	burr	burr	PROPN
dhrp-95	471	8	c	c	PROPN
dhrp-95	471	9	,	,	PUNCT
dhrp-95	471	10	et	et	PROPN
dhrp-95	471	11	al	al	PROPN
dhrp-95	471	12	.	.	PUNCT
dhrp-95	472	1	the	the	DET
dhrp-95	472	2	ethics	ethic	NOUN
dhrp-95	472	3	of	of	ADP
dhrp-95	472	4	ai	ai	PROPN
dhrp-95	472	5	in	in	ADP
dhrp-95	472	6	health	health	NOUN
dhrp-95	472	7	care	care	NOUN
dhrp-95	472	8	:	:	PUNCT
dhrp-95	472	9	a	a	DET
dhrp-95	472	10	mapping	mapping	NOUN
dhrp-95	472	11	review	review	NOUN
dhrp-95	472	12	.	.	PUNCT
dhrp-95	473	1	soc	soc	PROPN
dhrp-95	473	2	sci	sci	PROPN
dhrp-95	473	3	med	med	PROPN
dhrp-95	473	4	.	.	PUNCT
dhrp-95	474	1	2020;260:113172	2020;260:113172	NUM
dhrp-95	474	2	.	.	PUNCT
dhrp-95	475	1	doi:10.1016	doi:10.1016	PROPN
dhrp-95	475	2	/	/	SYM
dhrp-95	475	3	j.socscimed.2020.113172	j.socscimed.2020.113172	PROPN
dhrp-95	475	4	71	71	NUM
dhrp-95	475	5	.	.	PUNCT
dhrp-95	476	1	char	char	PROPN
dhrp-95	476	2	ds	ds	PROPN
dhrp-95	476	3	,	,	PUNCT
dhrp-95	476	4	abràmoff	abràmoff	PROPN
dhrp-95	476	5	md	md	PROPN
dhrp-95	476	6	,	,	PUNCT
dhrp-95	476	7	feudtner	feudtner	NOUN
dhrp-95	476	8	c.	c.	PROPN
dhrp-95	476	9	identifying	identify	VERB
dhrp-95	476	10	ethical	ethical	ADJ
dhrp-95	476	11	considerations	consideration	NOUN
dhrp-95	476	12	for	for	ADP
dhrp-95	476	13	machine	machine	NOUN
dhrp-95	476	14	learning	learn	VERB
dhrp-95	476	15	healthcare	healthcare	PROPN
dhrp-95	476	16	applications	application	NOUN
dhrp-95	476	17	.	.	PUNCT
dhrp-95	476	18	am	be	AUX
dhrp-95	476	19	j	j	PROPN
dhrp-95	476	20	bioeth	bioeth	ADJ
dhrp-95	476	21	.	.	PUNCT
dhrp-95	477	1	2020;20(11):7	2020;20(11):7	NUM
dhrp-95	477	2	-	-	SYM
dhrp-95	477	3	17	17	NUM
dhrp-95	477	4	.	.	PUNCT
dhrp-95	478	1	doi:10.1080/15265161.2020.1819469	doi:10.1080/15265161.2020.1819469	PROPN
dhrp-95	478	2	72	72	NUM
dhrp-95	478	3	.	.	PUNCT
dhrp-95	478	4	xu	xu	PROPN
dhrp-95	479	1	l	l	PROPN
dhrp-95	479	2	,	,	PUNCT
dhrp-95	479	3	sanders	sanders	PROPN
dhrp-95	479	4	l	l	PROPN
dhrp-95	479	5	,	,	PUNCT
dhrp-95	479	6	li	li	PROPN
dhrp-95	479	7	k	k	PROPN
dhrp-95	479	8	,	,	PUNCT
dhrp-95	479	9	chow	chow	PROPN
dhrp-95	479	10	jcl	jcl	PROPN
dhrp-95	479	11	.	.	PUNCT
dhrp-95	480	1	chatbot	chatbot	PROPN
dhrp-95	480	2	for	for	ADP
dhrp-95	480	3	health	health	NOUN
dhrp-95	480	4	care	care	NOUN
dhrp-95	480	5	and	and	CCONJ
dhrp-95	480	6	oncology	oncology	NOUN
dhrp-95	480	7	applications	application	NOUN
dhrp-95	480	8	using	use	VERB
dhrp-95	480	9	artificial	artificial	ADJ
dhrp-95	480	10	intelligence	intelligence	NOUN
dhrp-95	480	11	and	and	CCONJ
dhrp-95	480	12	machine	machine	NOUN
dhrp-95	480	13	learning	learning	NOUN
dhrp-95	480	14	:	:	PUNCT
dhrp-95	480	15	systematic	systematic	ADJ
dhrp-95	480	16	review	review	NOUN
dhrp-95	480	17	.	.	PUNCT
dhrp-95	481	1	jmir	jmir	PROPN
dhrp-95	481	2	cancer	cancer	PROPN
dhrp-95	481	3	.	.	PUNCT
dhrp-95	482	1	2021;7(4):e27850	2021;7(4):e27850	X
dhrp-95	482	2	.	.	PUNCT
dhrp-95	483	1	published	publish	VERB
dhrp-95	483	2	2021	2021	NUM
dhrp-95	483	3	nov	nov	PROPN
dhrp-95	483	4	29	29	NUM
dhrp-95	483	5	.	.	PUNCT
dhrp-95	483	6	doi:10.2196/27850	doi:10.2196/27850	NOUN