id	sid	tid	token	lemma	pos
dpc-5762	1	1	dermatology	dermatology	NOUN
dpc-5762	1	2	:	:	PUNCT
dpc-5762	1	3	practical	practical	ADJ
dpc-5762	1	4	and	and	CCONJ
dpc-5762	1	5	conceptual	conceptual	ADJ
dpc-5762	1	6	review	review	NOUN
dpc-5762	1	7	|	|	ADV
dpc-5762	1	8	dermatol	dermatol	ADJ
dpc-5762	1	9	pract	pract	NOUN
dpc-5762	1	10	concept	concept	NOUN
dpc-5762	1	11	.	.	PUNCT
dpc-5762	2	1	2025;15(4):5762	2025;15(4):5762	NUM
dpc-5762	2	2	1	1	NUM
dpc-5762	2	3	advanced	advanced	ADJ
dpc-5762	2	4	skin	skin	NOUN
dpc-5762	2	5	imaging	imaging	NOUN
dpc-5762	2	6	techniques	technique	NOUN
dpc-5762	2	7	for	for	ADP
dpc-5762	2	8	patients	patient	NOUN
dpc-5762	2	9	with	with	ADP
dpc-5762	2	10	skin	skin	NOUN
dpc-5762	2	11	of	of	ADP
dpc-5762	2	12	color	color	NOUN
dpc-5762	2	13	:	:	PUNCT
dpc-5762	2	14	clinical	clinical	ADJ
dpc-5762	2	15	and	and	CCONJ
dpc-5762	2	16	technological	technological	ADJ
dpc-5762	2	17	insights	insight	NOUN
dpc-5762	2	18	dorra	dorra	VERB
dpc-5762	2	19	guermazi1	guermazi1	NOUN
dpc-5762	2	20	,	,	PUNCT
dpc-5762	2	21	elie	elie	PROPN
dpc-5762	2	22	saliba1,2	saliba1,2	PROPN
dpc-5762	2	23	1	1	NUM
dpc-5762	2	24	department	department	NOUN
dpc-5762	2	25	of	of	ADP
dpc-5762	2	26	dermatology	dermatology	NOUN
dpc-5762	2	27	,	,	PUNCT
dpc-5762	2	28	warren	warren	PROPN
dpc-5762	2	29	alpert	alpert	PROPN
dpc-5762	2	30	medical	medical	PROPN
dpc-5762	2	31	school	school	PROPN
dpc-5762	2	32	of	of	ADP
dpc-5762	2	33	brown	brown	PROPN
dpc-5762	2	34	university	university	PROPN
dpc-5762	2	35	,	,	PUNCT
dpc-5762	2	36	rhode	rhode	PROPN
dpc-5762	2	37	island	island	NOUN
dpc-5762	2	38	,	,	PUNCT
dpc-5762	2	39	usa	usa	PROPN
dpc-5762	2	40	2	2	NUM
dpc-5762	2	41	department	department	NOUN
dpc-5762	2	42	of	of	ADP
dpc-5762	2	43	dermatology	dermatology	NOUN
dpc-5762	2	44	,	,	PUNCT
dpc-5762	2	45	gilbert	gilbert	PROPN
dpc-5762	2	46	and	and	CCONJ
dpc-5762	2	47	rose	rose	PROPN
dpc-5762	2	48	-	-	PUNCT
dpc-5762	2	49	marie	marie	PROPN
dpc-5762	2	50	chagoury	chagoury	PROPN
dpc-5762	2	51	school	school	NOUN
dpc-5762	2	52	of	of	ADP
dpc-5762	2	53	medicine	medicine	NOUN
dpc-5762	2	54	,	,	PUNCT
dpc-5762	2	55	lebanese	lebanese	ADJ
dpc-5762	2	56	american	american	PROPN
dpc-5762	2	57	university	university	PROPN
dpc-5762	2	58	,	,	PUNCT
dpc-5762	2	59	lebanon	lebanon	PROPN
dpc-5762	2	60	key	key	PROPN
dpc-5762	2	61	words	word	NOUN
dpc-5762	2	62	:	:	PUNCT
dpc-5762	2	63	skin	skin	NOUN
dpc-5762	2	64	imaging	imaging	NOUN
dpc-5762	2	65	,	,	PUNCT
dpc-5762	2	66	skin	skin	NOUN
dpc-5762	2	67	of	of	ADP
dpc-5762	2	68	color	color	NOUN
dpc-5762	2	69	,	,	PUNCT
dpc-5762	2	70	dermatoscopy	dermatoscopy	NOUN
dpc-5762	2	71	,	,	PUNCT
dpc-5762	2	72	artificial	artificial	ADJ
dpc-5762	2	73	intelligence	intelligence	NOUN
dpc-5762	2	74	,	,	PUNCT
dpc-5762	2	75	autoimmune	autoimmune	ADJ
dpc-5762	2	76	bullous	bullous	ADJ
dpc-5762	2	77	dermatoses	dermatosis	NOUN
dpc-5762	2	78	citation	citation	NOUN
dpc-5762	2	79	:	:	PUNCT
dpc-5762	3	1	guermazi	guermazi	PROPN
dpc-5762	3	2	d	d	X
dpc-5762	3	3	,	,	PUNCT
dpc-5762	3	4	saliba	saliba	PROPN
dpc-5762	3	5	e.	e.	PROPN
dpc-5762	3	6	advanced	advanced	PROPN
dpc-5762	3	7	skin	skin	NOUN
dpc-5762	3	8	imaging	imaging	NOUN
dpc-5762	3	9	techniques	technique	NOUN
dpc-5762	3	10	for	for	ADP
dpc-5762	3	11	patients	patient	NOUN
dpc-5762	3	12	with	with	ADP
dpc-5762	3	13	skin	skin	NOUN
dpc-5762	3	14	of	of	ADP
dpc-5762	3	15	color	color	NOUN
dpc-5762	3	16	:	:	PUNCT
dpc-5762	3	17	clinical	clinical	ADJ
dpc-5762	3	18	and	and	CCONJ
dpc-5762	3	19	technological	technological	ADJ
dpc-5762	3	20	insights	insight	NOUN
dpc-5762	3	21	.	.	PUNCT
dpc-5762	4	1	dermatol	dermatol	NOUN
dpc-5762	4	2	pract	pract	PROPN
dpc-5762	4	3	concept	concept	NOUN
dpc-5762	4	4	.	.	PUNCT
dpc-5762	5	1	2025;15(4):5762	2025;15(4):5762	NUM
dpc-5762	5	2	.	.	PUNCT
dpc-5762	6	1	doi	doi	NOUN
dpc-5762	6	2	:	:	PUNCT
dpc-5762	6	3	https://doi.org/10.5826/dpc.1504a5762	https://doi.org/10.5826/dpc.1504a5762	PROPN
dpc-5762	6	4	accepted	accept	VERB
dpc-5762	6	5	:	:	PUNCT
dpc-5762	6	6	june	june	PROPN
dpc-5762	6	7	26	26	NUM
dpc-5762	6	8	,	,	PUNCT
dpc-5762	6	9	2025	2025	NUM
dpc-5762	6	10	;	;	PUNCT
dpc-5762	6	11	published	publish	VERB
dpc-5762	6	12	:	:	PUNCT
dpc-5762	7	1	october	october	PROPN
dpc-5762	7	2	2025	2025	NUM
dpc-5762	7	3	copyright	copyright	NOUN
dpc-5762	7	4	:	:	PUNCT
dpc-5762	7	5	©	©	PROPN
dpc-5762	7	6	2025	2025	NUM
dpc-5762	7	7	guermazi	guermazi	NOUN
dpc-5762	7	8	et	et	PROPN
dpc-5762	7	9	al	al	PROPN
dpc-5762	7	10	.	.	PUNCT
dpc-5762	8	1	this	this	PRON
dpc-5762	8	2	is	be	AUX
dpc-5762	8	3	an	an	DET
dpc-5762	8	4	open	open	ADJ
dpc-5762	8	5	-	-	PUNCT
dpc-5762	8	6	access	access	NOUN
dpc-5762	8	7	article	article	NOUN
dpc-5762	8	8	distributed	distribute	VERB
dpc-5762	8	9	under	under	ADP
dpc-5762	8	10	the	the	DET
dpc-5762	8	11	terms	term	NOUN
dpc-5762	8	12	of	of	ADP
dpc-5762	8	13	the	the	DET
dpc-5762	8	14	creative	creative	ADJ
dpc-5762	8	15	commons	common	NOUN
dpc-5762	8	16	attributionnoncommercial	attributionnoncommercial	ADJ
dpc-5762	8	17	license	license	NOUN
dpc-5762	8	18	(	(	PUNCT
dpc-5762	8	19	by	by	ADP
dpc-5762	8	20	-	-	PUNCT
dpc-5762	8	21	nc-4.0	nc-4.0	NOUN
dpc-5762	8	22	)	)	PUNCT
dpc-5762	8	23	,	,	PUNCT
dpc-5762	8	24	https://creativecommons.org/licenses/by-nc/4.0/	https://creativecommons.org/licenses/by-nc/4.0/	PROPN
dpc-5762	8	25	,	,	PUNCT
dpc-5762	8	26	which	which	PRON
dpc-5762	8	27	permits	permit	VERB
dpc-5762	8	28	unrestricted	unrestricted	ADJ
dpc-5762	8	29	noncommercial	noncommercial	ADJ
dpc-5762	8	30	use	use	NOUN
dpc-5762	8	31	,	,	PUNCT
dpc-5762	8	32	distribution	distribution	NOUN
dpc-5762	8	33	,	,	PUNCT
dpc-5762	8	34	and	and	CCONJ
dpc-5762	8	35	reproduction	reproduction	NOUN
dpc-5762	8	36	in	in	ADP
dpc-5762	8	37	any	any	DET
dpc-5762	8	38	medium	medium	NOUN
dpc-5762	8	39	,	,	PUNCT
dpc-5762	8	40	provided	provide	VERB
dpc-5762	8	41	the	the	DET
dpc-5762	8	42	original	original	ADJ
dpc-5762	8	43	authors	author	NOUN
dpc-5762	8	44	and	and	CCONJ
dpc-5762	8	45	source	source	NOUN
dpc-5762	8	46	are	be	AUX
dpc-5762	8	47	credited	credit	VERB
dpc-5762	8	48	.	.	PUNCT
dpc-5762	9	1	funding	funding	NOUN
dpc-5762	9	2	:	:	PUNCT
dpc-5762	9	3	none	none	NOUN
dpc-5762	9	4	.	.	PUNCT
dpc-5762	10	1	competing	compete	VERB
dpc-5762	10	2	interests	interest	NOUN
dpc-5762	10	3	:	:	PUNCT
dpc-5762	10	4	none	none	NOUN
dpc-5762	10	5	.	.	PUNCT
dpc-5762	11	1	authorship	authorship	NOUN
dpc-5762	11	2	:	:	PUNCT
dpc-5762	11	3	all	all	DET
dpc-5762	11	4	authors	author	NOUN
dpc-5762	11	5	have	have	AUX
dpc-5762	11	6	contributed	contribute	VERB
dpc-5762	11	7	significantly	significantly	ADV
dpc-5762	11	8	to	to	ADP
dpc-5762	11	9	this	this	DET
dpc-5762	11	10	publication	publication	NOUN
dpc-5762	11	11	.	.	PUNCT
dpc-5762	12	1	corresponding	correspond	VERB
dpc-5762	12	2	author	author	NOUN
dpc-5762	12	3	:	:	PUNCT
dpc-5762	12	4	elie	elie	PROPN
dpc-5762	12	5	saliba	saliba	PROPN
dpc-5762	12	6	,	,	PUNCT
dpc-5762	12	7	md	md	PROPN
dpc-5762	12	8	,	,	PUNCT
dpc-5762	12	9	department	department	PROPN
dpc-5762	12	10	of	of	ADP
dpc-5762	12	11	dermatology	dermatology	NOUN
dpc-5762	12	12	,	,	PUNCT
dpc-5762	12	13	warren	warren	PROPN
dpc-5762	12	14	alpert	alpert	PROPN
dpc-5762	12	15	medical	medical	PROPN
dpc-5762	12	16	school	school	PROPN
dpc-5762	12	17	of	of	ADP
dpc-5762	12	18	brown	brown	PROPN
dpc-5762	12	19	university	university	NOUN
dpc-5762	12	20	,	,	PUNCT
dpc-5762	12	21	593	593	NUM
dpc-5762	12	22	eddy	eddy	PROPN
dpc-5762	12	23	st	st	PROPN
dpc-5762	12	24	,	,	PUNCT
dpc-5762	12	25	apc	apc	PROPN
dpc-5762	12	26	10	10	NUM
dpc-5762	12	27	,	,	PUNCT
dpc-5762	12	28	providence	providence	NOUN
dpc-5762	12	29	,	,	PUNCT
dpc-5762	12	30	rhode	rhode	NOUN
dpc-5762	12	31	island	island	NOUN
dpc-5762	12	32	,	,	PUNCT
dpc-5762	12	33	02905	02905	NUM
dpc-5762	12	34	,	,	PUNCT
dpc-5762	12	35	usa	usa	PROPN
dpc-5762	12	36	.	.	PROPN
dpc-5762	12	37	orcid	orcid	PROPN
dpc-5762	13	1	i	i	PRON
dpc-5762	13	2	d	d	NOUN
dpc-5762	13	3	:	:	PUNCT
dpc-5762	13	4	0000	0000	NUM
dpc-5762	13	5	-	-	PUNCT
dpc-5762	13	6	0001	0001	NUM
dpc-5762	13	7	-	-	PUNCT
dpc-5762	13	8	5994	5994	NUM
dpc-5762	13	9	-	-	PUNCT
dpc-5762	13	10	3212	3212	NUM
dpc-5762	13	11	.	.	PUNCT
dpc-5762	14	1	e	e	X
dpc-5762	14	2	-	-	NOUN
dpc-5762	14	3	mail	mail	NOUN
dpc-5762	14	4	:	:	PUNCT
dpc-5762	14	5	elie_saliba@brown.edu	elie_saliba@brown.edu	VERB
dpc-5762	14	6	introduction	introduction	NOUN
dpc-5762	14	7	:	:	PUNCT
dpc-5762	14	8	skin	skin	NOUN
dpc-5762	14	9	imaging	imaging	NOUN
dpc-5762	14	10	has	have	AUX
dpc-5762	14	11	transformed	transform	VERB
dpc-5762	14	12	dermatology	dermatology	NOUN
dpc-5762	14	13	by	by	ADP
dpc-5762	14	14	enabling	enable	VERB
dpc-5762	14	15	non	non	ADJ
dpc-5762	14	16	-	-	ADJ
dpc-5762	14	17	invasive	invasive	ADJ
dpc-5762	14	18	diagnosis	diagnosis	NOUN
dpc-5762	14	19	,	,	PUNCT
dpc-5762	14	20	monitoring	monitoring	NOUN
dpc-5762	14	21	,	,	PUNCT
dpc-5762	14	22	and	and	CCONJ
dpc-5762	14	23	treatment	treatment	NOUN
dpc-5762	14	24	of	of	ADP
dpc-5762	14	25	various	various	ADJ
dpc-5762	14	26	skin	skin	NOUN
dpc-5762	14	27	conditions	condition	NOUN
dpc-5762	14	28	.	.	PUNCT
dpc-5762	15	1	however	however	ADV
dpc-5762	15	2	,	,	PUNCT
dpc-5762	15	3	imaging	image	VERB
dpc-5762	15	4	skin	skin	NOUN
dpc-5762	15	5	of	of	ADP
dpc-5762	15	6	color	color	NOUN
dpc-5762	15	7	presents	present	NOUN
dpc-5762	15	8	unique	unique	ADJ
dpc-5762	15	9	challenges	challenge	NOUN
dpc-5762	15	10	and	and	CCONJ
dpc-5762	15	11	opportunities	opportunity	NOUN
dpc-5762	15	12	due	due	ADJ
dpc-5762	15	13	to	to	ADP
dpc-5762	15	14	variations	variation	NOUN
dpc-5762	15	15	in	in	ADP
dpc-5762	15	16	melanin	melanin	NOUN
dpc-5762	15	17	content	content	NOUN
dpc-5762	15	18	and	and	CCONJ
dpc-5762	15	19	skin	skin	NOUN
dpc-5762	15	20	structure	structure	NOUN
dpc-5762	15	21	.	.	PUNCT
dpc-5762	16	1	objectives	objective	NOUN
dpc-5762	16	2	:	:	PUNCT
dpc-5762	16	3	by	by	ADP
dpc-5762	16	4	focusing	focus	VERB
dpc-5762	16	5	on	on	ADP
dpc-5762	16	6	the	the	DET
dpc-5762	16	7	unique	unique	ADJ
dpc-5762	16	8	aspects	aspect	NOUN
dpc-5762	16	9	of	of	ADP
dpc-5762	16	10	skin	skin	NOUN
dpc-5762	16	11	of	of	ADP
dpc-5762	16	12	color	color	NOUN
dpc-5762	16	13	,	,	PUNCT
dpc-5762	16	14	this	this	DET
dpc-5762	16	15	review	review	NOUN
dpc-5762	16	16	aims	aim	VERB
dpc-5762	16	17	to	to	PART
dpc-5762	16	18	promote	promote	VERB
dpc-5762	16	19	equitable	equitable	ADJ
dpc-5762	16	20	healthcare	healthcare	NOUN
dpc-5762	16	21	and	and	CCONJ
dpc-5762	16	22	encourage	encourage	VERB
dpc-5762	16	23	the	the	DET
dpc-5762	16	24	adoption	adoption	NOUN
dpc-5762	16	25	of	of	ADP
dpc-5762	16	26	advanced	advanced	ADJ
dpc-5762	16	27	imaging	imaging	NOUN
dpc-5762	16	28	technologies	technology	NOUN
dpc-5762	16	29	across	across	ADP
dpc-5762	16	30	all	all	DET
dpc-5762	16	31	skin	skin	NOUN
dpc-5762	16	32	types	type	NOUN
dpc-5762	16	33	.	.	PUNCT
dpc-5762	17	1	methods	method	NOUN
dpc-5762	17	2	:	:	PUNCT
dpc-5762	17	3	this	this	DET
dpc-5762	17	4	review	review	NOUN
dpc-5762	17	5	paper	paper	NOUN
dpc-5762	17	6	provides	provide	VERB
dpc-5762	17	7	a	a	DET
dpc-5762	17	8	comprehensive	comprehensive	ADJ
dpc-5762	17	9	overview	overview	NOUN
dpc-5762	17	10	of	of	ADP
dpc-5762	17	11	the	the	DET
dpc-5762	17	12	current	current	ADJ
dpc-5762	17	13	state	state	NOUN
dpc-5762	17	14	of	of	ADP
dpc-5762	17	15	skin	skin	NOUN
dpc-5762	17	16	imaging	imaging	NOUN
dpc-5762	17	17	technologies	technology	NOUN
dpc-5762	17	18	,	,	PUNCT
dpc-5762	17	19	including	include	VERB
dpc-5762	17	20	optical	optical	ADJ
dpc-5762	17	21	,	,	PUNCT
dpc-5762	17	22	non	non	ADJ
dpc-5762	17	23	-	-	ADJ
dpc-5762	17	24	optical	optical	ADJ
dpc-5762	17	25	,	,	PUNCT
dpc-5762	17	26	and	and	CCONJ
dpc-5762	17	27	hybrid	hybrid	ADJ
dpc-5762	17	28	modalities	modality	NOUN
dpc-5762	17	29	,	,	PUNCT
dpc-5762	17	30	and	and	CCONJ
dpc-5762	17	31	their	their	PRON
dpc-5762	17	32	specific	specific	ADJ
dpc-5762	17	33	applications	application	NOUN
dpc-5762	17	34	in	in	ADP
dpc-5762	17	35	dermatology	dermatology	NOUN
dpc-5762	17	36	.	.	PUNCT
dpc-5762	18	1	results	result	NOUN
dpc-5762	18	2	:	:	PUNCT
dpc-5762	18	3	we	we	PRON
dpc-5762	18	4	discuss	discuss	VERB
dpc-5762	18	5	the	the	DET
dpc-5762	18	6	diagnostic	diagnostic	ADJ
dpc-5762	18	7	complexities	complexity	NOUN
dpc-5762	18	8	associated	associate	VERB
dpc-5762	18	9	with	with	ADP
dpc-5762	18	10	skin	skin	NOUN
dpc-5762	18	11	cancers	cancer	NOUN
dpc-5762	18	12	,	,	PUNCT
dpc-5762	18	13	inflammatory	inflammatory	ADJ
dpc-5762	18	14	conditions	condition	NOUN
dpc-5762	18	15	,	,	PUNCT
dpc-5762	18	16	and	and	CCONJ
dpc-5762	18	17	infectious	infectious	ADJ
dpc-5762	18	18	diseases	disease	NOUN
dpc-5762	18	19	in	in	ADP
dpc-5762	18	20	diverse	diverse	ADJ
dpc-5762	18	21	skin	skin	NOUN
dpc-5762	18	22	tones	tone	NOUN
dpc-5762	18	23	,	,	PUNCT
dpc-5762	18	24	underscoring	underscore	VERB
dpc-5762	18	25	the	the	DET
dpc-5762	18	26	need	need	NOUN
dpc-5762	18	27	for	for	ADP
dpc-5762	18	28	tailored	tailored	ADJ
dpc-5762	18	29	imaging	imaging	NOUN
dpc-5762	18	30	techniques	technique	NOUN
dpc-5762	18	31	.	.	PUNCT
dpc-5762	19	1	the	the	DET
dpc-5762	19	2	review	review	NOUN
dpc-5762	19	3	also	also	ADV
dpc-5762	19	4	explores	explore	VERB
dpc-5762	19	5	advances	advance	NOUN
dpc-5762	19	6	in	in	ADP
dpc-5762	19	7	artificial	artificial	ADJ
dpc-5762	19	8	intelligence	intelligence	NOUN
dpc-5762	19	9	and	and	CCONJ
dpc-5762	19	10	machine	machine	NOUN
dpc-5762	19	11	learning	learning	NOUN
dpc-5762	19	12	,	,	PUNCT
dpc-5762	19	13	highlighting	highlight	VERB
dpc-5762	19	14	their	their	PRON
dpc-5762	19	15	potential	potential	NOUN
dpc-5762	19	16	to	to	PART
dpc-5762	19	17	enhance	enhance	VERB
dpc-5762	19	18	image	image	NOUN
dpc-5762	19	19	analysis	analysis	NOUN
dpc-5762	19	20	and	and	CCONJ
dpc-5762	19	21	diagnostic	diagnostic	ADJ
dpc-5762	19	22	accuracy	accuracy	NOUN
dpc-5762	19	23	for	for	ADP
dpc-5762	19	24	skin	skin	NOUN
dpc-5762	19	25	of	of	ADP
dpc-5762	19	26	color	color	NOUN
dpc-5762	19	27	.	.	PUNCT
dpc-5762	20	1	conclusion	conclusion	NOUN
dpc-5762	20	2	:	:	PUNCT
dpc-5762	20	3	we	we	PRON
dpc-5762	20	4	address	address	VERB
dpc-5762	20	5	the	the	DET
dpc-5762	20	6	technical	technical	ADJ
dpc-5762	20	7	limitations	limitation	NOUN
dpc-5762	20	8	,	,	PUNCT
dpc-5762	20	9	biological	biological	ADJ
dpc-5762	20	10	variability	variability	NOUN
dpc-5762	20	11	,	,	PUNCT
dpc-5762	20	12	and	and	CCONJ
dpc-5762	20	13	ethical	ethical	ADJ
dpc-5762	20	14	considerations	consideration	NOUN
dpc-5762	20	15	in	in	ADP
dpc-5762	20	16	skin	skin	NOUN
dpc-5762	20	17	imaging	imaging	NOUN
dpc-5762	20	18	,	,	PUNCT
dpc-5762	20	19	ultimately	ultimately	ADV
dpc-5762	20	20	advocating	advocate	VERB
dpc-5762	20	21	for	for	ADP
dpc-5762	20	22	more	more	ADJ
dpc-5762	20	23	inclusive	inclusive	ADJ
dpc-5762	20	24	research	research	NOUN
dpc-5762	20	25	and	and	CCONJ
dpc-5762	20	26	development	development	NOUN
dpc-5762	20	27	.	.	PUNCT
dpc-5762	21	1	future	future	ADJ
dpc-5762	21	2	directions	direction	NOUN
dpc-5762	21	3	include	include	VERB
dpc-5762	21	4	the	the	DET
dpc-5762	21	5	development	development	NOUN
dpc-5762	21	6	of	of	ADP
dpc-5762	21	7	innovative	innovative	ADJ
dpc-5762	21	8	imaging	imaging	NOUN
dpc-5762	21	9	modalities	modality	NOUN
dpc-5762	21	10	and	and	CCONJ
dpc-5762	21	11	personalized	personalized	ADJ
dpc-5762	21	12	medicine	medicine	NOUN
dpc-5762	21	13	approaches	approach	NOUN
dpc-5762	21	14	that	that	PRON
dpc-5762	21	15	consider	consider	VERB
dpc-5762	21	16	the	the	DET
dpc-5762	21	17	diverse	diverse	ADJ
dpc-5762	21	18	spectrum	spectrum	NOUN
dpc-5762	21	19	of	of	ADP
dpc-5762	21	20	human	human	ADJ
dpc-5762	21	21	skin	skin	NOUN
dpc-5762	21	22	.	.	PUNCT
dpc-5762	22	1	abstract	abstract	ADJ
dpc-5762	22	2	2	2	NUM
dpc-5762	22	3	review	review	NOUN
dpc-5762	22	4	|	|	ADV
dpc-5762	22	5	dermatol	dermatol	ADJ
dpc-5762	22	6	pract	pract	NOUN
dpc-5762	22	7	concept	concept	NOUN
dpc-5762	22	8	.	.	PUNCT
dpc-5762	23	1	2025;15(4):5762	2025;15(4):5762	NUM
dpc-5762	23	2	introduction	introduction	NOUN
dpc-5762	23	3	background	background	NOUN
dpc-5762	23	4	the	the	DET
dpc-5762	23	5	skin	skin	NOUN
dpc-5762	23	6	is	be	AUX
dpc-5762	23	7	the	the	DET
dpc-5762	23	8	largest	large	ADJ
dpc-5762	23	9	human	human	ADJ
dpc-5762	23	10	organ	organ	NOUN
dpc-5762	23	11	and	and	CCONJ
dpc-5762	23	12	serves	serve	VERB
dpc-5762	23	13	as	as	ADP
dpc-5762	23	14	a	a	DET
dpc-5762	23	15	critical	critical	ADJ
dpc-5762	23	16	barrier	barrier	NOUN
dpc-5762	23	17	and	and	CCONJ
dpc-5762	23	18	interface	interface	NOUN
dpc-5762	23	19	between	between	ADP
dpc-5762	23	20	the	the	DET
dpc-5762	23	21	body	body	NOUN
dpc-5762	23	22	and	and	CCONJ
dpc-5762	23	23	the	the	DET
dpc-5762	23	24	external	external	ADJ
dpc-5762	23	25	environment	environment	NOUN
dpc-5762	23	26	.	.	PUNCT
dpc-5762	24	1	the	the	DET
dpc-5762	24	2	skin	skin	NOUN
dpc-5762	24	3	’s	’s	PART
dpc-5762	24	4	appearance	appearance	NOUN
dpc-5762	24	5	and	and	CCONJ
dpc-5762	24	6	characteristics	characteristic	NOUN
dpc-5762	24	7	vary	vary	VERB
dpc-5762	24	8	widely	widely	ADV
dpc-5762	24	9	among	among	ADP
dpc-5762	24	10	individuals	individual	NOUN
dpc-5762	24	11	,	,	PUNCT
dpc-5762	24	12	influenced	influence	VERB
dpc-5762	24	13	by	by	ADP
dpc-5762	24	14	factors	factor	NOUN
dpc-5762	24	15	such	such	ADJ
dpc-5762	24	16	as	as	ADP
dpc-5762	24	17	genetics	genetic	NOUN
dpc-5762	24	18	,	,	PUNCT
dpc-5762	24	19	age	age	NOUN
dpc-5762	24	20	,	,	PUNCT
dpc-5762	24	21	and	and	CCONJ
dpc-5762	24	22	environmental	environmental	ADJ
dpc-5762	24	23	exposure	exposure	NOUN
dpc-5762	24	24	.	.	PUNCT
dpc-5762	25	1	among	among	ADP
dpc-5762	25	2	these	these	DET
dpc-5762	25	3	variations	variation	NOUN
dpc-5762	25	4	,	,	PUNCT
dpc-5762	25	5	skin	skin	NOUN
dpc-5762	25	6	of	of	ADP
dpc-5762	25	7	color	color	NOUN
dpc-5762	25	8	presents	present	NOUN
dpc-5762	25	9	unique	unique	ADJ
dpc-5762	25	10	anatomical	anatomical	ADJ
dpc-5762	25	11	and	and	CCONJ
dpc-5762	25	12	physiological	physiological	ADJ
dpc-5762	25	13	features	feature	NOUN
dpc-5762	25	14	,	,	PUNCT
dpc-5762	25	15	primarily	primarily	ADV
dpc-5762	25	16	due	due	ADP
dpc-5762	25	17	to	to	ADP
dpc-5762	25	18	differences	difference	NOUN
dpc-5762	25	19	in	in	ADP
dpc-5762	25	20	melanin	melanin	NOUN
dpc-5762	25	21	content	content	NOUN
dpc-5762	25	22	and	and	CCONJ
dpc-5762	25	23	distribution	distribution	NOUN
dpc-5762	25	24	.	.	PUNCT
dpc-5762	26	1	melanin	melanin	NOUN
dpc-5762	26	2	,	,	PUNCT
dpc-5762	26	3	the	the	DET
dpc-5762	26	4	pigment	pigment	NOUN
dpc-5762	26	5	responsible	responsible	ADJ
dpc-5762	26	6	for	for	ADP
dpc-5762	26	7	skin	skin	NOUN
dpc-5762	26	8	color	color	NOUN
dpc-5762	26	9	,	,	PUNCT
dpc-5762	26	10	not	not	PART
dpc-5762	26	11	only	only	ADV
dpc-5762	26	12	determines	determine	VERB
dpc-5762	26	13	the	the	DET
dpc-5762	26	14	visual	visual	ADJ
dpc-5762	26	15	appearance	appearance	NOUN
dpc-5762	26	16	of	of	ADP
dpc-5762	26	17	the	the	DET
dpc-5762	26	18	skin	skin	NOUN
dpc-5762	26	19	but	but	CCONJ
dpc-5762	26	20	also	also	ADV
dpc-5762	26	21	affects	affect	VERB
dpc-5762	26	22	its	its	PRON
dpc-5762	26	23	response	response	NOUN
dpc-5762	26	24	to	to	ADP
dpc-5762	26	25	external	external	ADJ
dpc-5762	26	26	stimuli	stimulus	NOUN
dpc-5762	26	27	,	,	PUNCT
dpc-5762	26	28	disease	disease	NOUN
dpc-5762	26	29	manifestations	manifestation	NOUN
dpc-5762	26	30	,	,	PUNCT
dpc-5762	26	31	and	and	CCONJ
dpc-5762	26	32	healing	healing	NOUN
dpc-5762	26	33	processes	process	NOUN
dpc-5762	26	34	[	[	X
dpc-5762	26	35	1	1	NUM
dpc-5762	26	36	]	]	PUNCT
dpc-5762	26	37	.	.	PUNCT
dpc-5762	27	1	historically	historically	ADV
dpc-5762	27	2	,	,	PUNCT
dpc-5762	27	3	dermatological	dermatological	ADJ
dpc-5762	27	4	evaluation	evaluation	NOUN
dpc-5762	27	5	relied	rely	VERB
dpc-5762	27	6	on	on	ADP
dpc-5762	27	7	visual	visual	ADJ
dpc-5762	27	8	inspection	inspection	NOUN
dpc-5762	27	9	and	and	CCONJ
dpc-5762	27	10	palpation	palpation	NOUN
dpc-5762	27	11	.	.	PUNCT
dpc-5762	28	1	the	the	DET
dpc-5762	28	2	introduction	introduction	NOUN
dpc-5762	28	3	of	of	ADP
dpc-5762	28	4	photography	photography	NOUN
dpc-5762	28	5	in	in	ADP
dpc-5762	28	6	the	the	DET
dpc-5762	28	7	19th	19th	ADJ
dpc-5762	28	8	century	century	NOUN
dpc-5762	28	9	enabled	enable	VERB
dpc-5762	28	10	documentation	documentation	NOUN
dpc-5762	28	11	of	of	ADP
dpc-5762	28	12	skin	skin	NOUN
dpc-5762	28	13	conditions	condition	NOUN
dpc-5762	28	14	.	.	PUNCT
dpc-5762	29	1	major	major	ADJ
dpc-5762	29	2	advancements	advancement	NOUN
dpc-5762	29	3	occurred	occur	VERB
dpc-5762	29	4	in	in	ADP
dpc-5762	29	5	the	the	DET
dpc-5762	29	6	mid-20th	mid-20th	NUM
dpc-5762	29	7	century	century	NOUN
dpc-5762	29	8	,	,	PUNCT
dpc-5762	29	9	with	with	ADP
dpc-5762	29	10	the	the	DET
dpc-5762	29	11	emergence	emergence	NOUN
dpc-5762	29	12	of	of	ADP
dpc-5762	29	13	dermatoscopy	dermatoscopy	NOUN
dpc-5762	29	14	in	in	ADP
dpc-5762	29	15	the	the	DET
dpc-5762	29	16	1980s	1980	NOUN
dpc-5762	29	17	to	to	PART
dpc-5762	29	18	enhance	enhance	VERB
dpc-5762	29	19	melanoma	melanoma	NOUN
dpc-5762	29	20	detection	detection	NOUN
dpc-5762	29	21	through	through	ADP
dpc-5762	29	22	visualization	visualization	NOUN
dpc-5762	29	23	of	of	ADP
dpc-5762	29	24	sub	sub	ADJ
dpc-5762	29	25	-	-	ADJ
dpc-5762	29	26	surface	surface	ADJ
dpc-5762	29	27	structures	structure	NOUN
dpc-5762	29	28	[	[	X
dpc-5762	29	29	2	2	NUM
dpc-5762	29	30	,	,	PUNCT
dpc-5762	29	31	3	3	NUM
dpc-5762	29	32	]	]	PUNCT
dpc-5762	29	33	.	.	PUNCT
dpc-5762	30	1	in	in	ADP
dpc-5762	30	2	the	the	DET
dpc-5762	30	3	1990s	1990	NOUN
dpc-5762	30	4	,	,	PUNCT
dpc-5762	30	5	confocal	confocal	ADJ
dpc-5762	30	6	laser	laser	NOUN
dpc-5762	30	7	scanning	scan	VERB
dpc-5762	30	8	microscopy	microscopy	NOUN
dpc-5762	30	9	(	(	PUNCT
dpc-5762	30	10	clsm	clsm	X
dpc-5762	30	11	)	)	PUNCT
dpc-5762	30	12	allowed	allow	VERB
dpc-5762	30	13	for	for	ADP
dpc-5762	30	14	high	high	ADJ
dpc-5762	30	15	-	-	PUNCT
dpc-5762	30	16	resolution	resolution	NOUN
dpc-5762	30	17	in	in	ADP
dpc-5762	30	18	vivo	vivo	ADJ
dpc-5762	30	19	cellular	cellular	ADJ
dpc-5762	30	20	imaging	imaging	NOUN
dpc-5762	30	21	.	.	PUNCT
dpc-5762	31	1	non	non	ADJ
dpc-5762	31	2	-	-	ADJ
dpc-5762	31	3	optical	optical	ADJ
dpc-5762	31	4	imaging	imaging	NOUN
dpc-5762	31	5	methods	method	NOUN
dpc-5762	31	6	like	like	ADP
dpc-5762	31	7	high	high	ADJ
dpc-5762	31	8	-	-	PUNCT
dpc-5762	31	9	frequency	frequency	NOUN
dpc-5762	31	10	ultrasound	ultrasound	NOUN
dpc-5762	31	11	and	and	CCONJ
dpc-5762	31	12	mri	mri	NOUN
dpc-5762	31	13	further	far	ADV
dpc-5762	31	14	expanded	expand	VERB
dpc-5762	31	15	diagnostic	diagnostic	ADJ
dpc-5762	31	16	capabilities	capability	NOUN
dpc-5762	31	17	by	by	ADP
dpc-5762	31	18	visualizing	visualize	VERB
dpc-5762	31	19	skin	skin	NOUN
dpc-5762	31	20	tumors	tumor	NOUN
dpc-5762	31	21	and	and	CCONJ
dpc-5762	31	22	inflammatory	inflammatory	ADJ
dpc-5762	31	23	conditions	condition	NOUN
dpc-5762	31	24	[	[	X
dpc-5762	31	25	4	4	NUM
dpc-5762	31	26	,	,	PUNCT
dpc-5762	31	27	5	5	NUM
dpc-5762	31	28	]	]	PUNCT
dpc-5762	31	29	.	.	PUNCT
dpc-5762	32	1	in	in	ADP
dpc-5762	32	2	the	the	DET
dpc-5762	32	3	21st	21st	ADJ
dpc-5762	32	4	century	century	NOUN
dpc-5762	32	5	,	,	PUNCT
dpc-5762	32	6	hybrid	hybrid	ADJ
dpc-5762	32	7	technologies	technology	NOUN
dpc-5762	32	8	such	such	ADJ
dpc-5762	32	9	as	as	ADP
dpc-5762	32	10	photoacoustic	photoacoustic	ADJ
dpc-5762	32	11	imaging	imaging	NOUN
dpc-5762	32	12	have	have	VERB
dpc-5762	32	13	combined	combine	VERB
dpc-5762	32	14	optical	optical	ADJ
dpc-5762	32	15	and	and	CCONJ
dpc-5762	32	16	ultrasound	ultrasound	NOUN
dpc-5762	32	17	modalities	modality	NOUN
dpc-5762	32	18	for	for	ADP
dpc-5762	32	19	improved	improved	ADJ
dpc-5762	32	20	visualization	visualization	NOUN
dpc-5762	32	21	of	of	ADP
dpc-5762	32	22	vascular	vascular	ADJ
dpc-5762	32	23	and	and	CCONJ
dpc-5762	32	24	pigmented	pigmented	ADJ
dpc-5762	32	25	lesions	lesion	NOUN
dpc-5762	32	26	[	[	X
dpc-5762	32	27	2	2	NUM
dpc-5762	32	28	,	,	PUNCT
dpc-5762	32	29	3	3	NUM
dpc-5762	32	30	]	]	PUNCT
dpc-5762	32	31	.	.	PUNCT
dpc-5762	33	1	despite	despite	SCONJ
dpc-5762	33	2	historical	historical	ADJ
dpc-5762	33	3	bias	bias	NOUN
dpc-5762	33	4	toward	toward	ADP
dpc-5762	33	5	lighter	light	ADJ
dpc-5762	33	6	skin	skin	NOUN
dpc-5762	33	7	tones	tone	NOUN
dpc-5762	33	8	in	in	ADP
dpc-5762	33	9	imaging	imaging	NOUN
dpc-5762	33	10	research	research	NOUN
dpc-5762	33	11	,	,	PUNCT
dpc-5762	33	12	recent	recent	ADJ
dpc-5762	33	13	efforts	effort	NOUN
dpc-5762	33	14	have	have	AUX
dpc-5762	33	15	aimed	aim	VERB
dpc-5762	33	16	to	to	PART
dpc-5762	33	17	improve	improve	VERB
dpc-5762	33	18	representation	representation	NOUN
dpc-5762	33	19	and	and	CCONJ
dpc-5762	33	20	diagnostic	diagnostic	ADJ
dpc-5762	33	21	equity	equity	NOUN
dpc-5762	33	22	for	for	ADP
dpc-5762	33	23	skin	skin	NOUN
dpc-5762	33	24	of	of	ADP
dpc-5762	33	25	color	color	NOUN
dpc-5762	33	26	[	[	X
dpc-5762	33	27	4	4	NUM
dpc-5762	33	28	,	,	PUNCT
dpc-5762	33	29	5	5	NUM
dpc-5762	33	30	]	]	PUNCT
dpc-5762	33	31	.	.	PUNCT
dpc-5762	34	1	advances	advance	NOUN
dpc-5762	34	2	in	in	ADP
dpc-5762	34	3	digital	digital	ADJ
dpc-5762	34	4	dermatoscopy	dermatoscopy	NOUN
dpc-5762	34	5	,	,	PUNCT
dpc-5762	34	6	multispectral	multispectral	ADJ
dpc-5762	34	7	imaging	imaging	NOUN
dpc-5762	34	8	,	,	PUNCT
dpc-5762	34	9	and	and	CCONJ
dpc-5762	34	10	artificial	artificial	ADJ
dpc-5762	34	11	intelligence	intelligence	NOUN
dpc-5762	34	12	(	(	PUNCT
dpc-5762	34	13	ai)-driven	ai)-driven	ADJ
dpc-5762	34	14	diagnostics	diagnostic	NOUN
dpc-5762	34	15	continue	continue	VERB
dpc-5762	34	16	to	to	PART
dpc-5762	34	17	make	make	VERB
dpc-5762	34	18	skin	skin	NOUN
dpc-5762	34	19	imaging	image	VERB
dpc-5762	34	20	more	more	ADV
dpc-5762	34	21	precise	precise	ADJ
dpc-5762	34	22	,	,	PUNCT
dpc-5762	34	23	accessible	accessible	ADJ
dpc-5762	34	24	,	,	PUNCT
dpc-5762	34	25	and	and	CCONJ
dpc-5762	34	26	inclusive	inclusive	ADJ
dpc-5762	34	27	[	[	X
dpc-5762	34	28	2	2	NUM
dpc-5762	34	29	,	,	PUNCT
dpc-5762	34	30	3	3	NUM
dpc-5762	34	31	]	]	PUNCT
dpc-5762	34	32	.	.	PUNCT
dpc-5762	35	1	importance	importance	NOUN
dpc-5762	35	2	of	of	ADP
dpc-5762	35	3	skin	skin	NOUN
dpc-5762	35	4	imaging	imaging	NOUN
dpc-5762	35	5	skin	skin	NOUN
dpc-5762	35	6	imaging	imaging	NOUN
dpc-5762	35	7	technologies	technology	NOUN
dpc-5762	35	8	facilitate	facilitate	VERB
dpc-5762	35	9	early	early	ADJ
dpc-5762	35	10	diagnosis	diagnosis	NOUN
dpc-5762	35	11	,	,	PUNCT
dpc-5762	35	12	precise	precise	ADJ
dpc-5762	35	13	monitoring	monitoring	NOUN
dpc-5762	35	14	,	,	PUNCT
dpc-5762	35	15	and	and	CCONJ
dpc-5762	35	16	effective	effective	ADJ
dpc-5762	35	17	treatment	treatment	NOUN
dpc-5762	35	18	of	of	ADP
dpc-5762	35	19	various	various	ADJ
dpc-5762	35	20	dermatological	dermatological	ADJ
dpc-5762	35	21	conditions	condition	NOUN
dpc-5762	35	22	.	.	PUNCT
dpc-5762	36	1	imaging	imaging	NOUN
dpc-5762	36	2	techniques	technique	NOUN
dpc-5762	36	3	range	range	VERB
dpc-5762	36	4	from	from	ADP
dpc-5762	36	5	traditional	traditional	ADJ
dpc-5762	36	6	methods	method	NOUN
dpc-5762	36	7	like	like	ADP
dpc-5762	36	8	dermatoscopy	dermatoscopy	VERB
dpc-5762	36	9	to	to	ADP
dpc-5762	36	10	advanced	advanced	ADJ
dpc-5762	36	11	modalities	modality	NOUN
dpc-5762	36	12	such	such	ADJ
dpc-5762	36	13	as	as	ADP
dpc-5762	36	14	confocal	confocal	ADJ
dpc-5762	36	15	laser	laser	NOUN
dpc-5762	36	16	scanning	scan	VERB
dpc-5762	36	17	microscopy	microscopy	NOUN
dpc-5762	36	18	,	,	PUNCT
dpc-5762	36	19	ultrasound	ultrasound	NOUN
dpc-5762	36	20	imaging	imaging	NOUN
dpc-5762	36	21	,	,	PUNCT
dpc-5762	36	22	and	and	CCONJ
dpc-5762	36	23	emerging	emerge	VERB
dpc-5762	36	24	hybrid	hybrid	ADJ
dpc-5762	36	25	techniques	technique	NOUN
dpc-5762	36	26	[	[	X
dpc-5762	36	27	2	2	NUM
dpc-5762	36	28	,	,	PUNCT
dpc-5762	36	29	4	4	NUM
dpc-5762	36	30	]	]	PUNCT
dpc-5762	36	31	.	.	PUNCT
dpc-5762	37	1	while	while	SCONJ
dpc-5762	37	2	these	these	DET
dpc-5762	37	3	technologies	technology	NOUN
dpc-5762	37	4	have	have	AUX
dpc-5762	37	5	significantly	significantly	ADV
dpc-5762	37	6	improved	improve	VERB
dpc-5762	37	7	dermatological	dermatological	ADJ
dpc-5762	37	8	care	care	NOUN
dpc-5762	37	9	,	,	PUNCT
dpc-5762	37	10	their	their	PRON
dpc-5762	37	11	efficacy	efficacy	NOUN
dpc-5762	37	12	and	and	CCONJ
dpc-5762	37	13	accuracy	accuracy	NOUN
dpc-5762	37	14	can	can	AUX
dpc-5762	37	15	be	be	AUX
dpc-5762	37	16	influenced	influence	VERB
dpc-5762	37	17	by	by	ADP
dpc-5762	37	18	the	the	DET
dpc-5762	37	19	patient	patient	NOUN
dpc-5762	37	20	’s	’s	PART
dpc-5762	37	21	skin	skin	NOUN
dpc-5762	37	22	tone	tone	NOUN
dpc-5762	37	23	.	.	PUNCT
dpc-5762	38	1	for	for	ADP
dpc-5762	38	2	instance	instance	NOUN
dpc-5762	38	3	,	,	PUNCT
dpc-5762	38	4	the	the	DET
dpc-5762	38	5	higher	high	ADJ
dpc-5762	38	6	melanin	melanin	NOUN
dpc-5762	38	7	content	content	NOUN
dpc-5762	38	8	in	in	ADP
dpc-5762	38	9	skin	skin	NOUN
dpc-5762	38	10	of	of	ADP
dpc-5762	38	11	color	color	NOUN
dpc-5762	38	12	can	can	AUX
dpc-5762	38	13	affect	affect	VERB
dpc-5762	38	14	the	the	DET
dpc-5762	38	15	penetration	penetration	NOUN
dpc-5762	38	16	and	and	CCONJ
dpc-5762	38	17	reflection	reflection	NOUN
dpc-5762	38	18	of	of	ADP
dpc-5762	38	19	light	light	NOUN
dpc-5762	38	20	-	-	PUNCT
dpc-5762	38	21	based	base	VERB
dpc-5762	38	22	imaging	imaging	NOUN
dpc-5762	38	23	methods	method	NOUN
dpc-5762	38	24	,	,	PUNCT
dpc-5762	38	25	potentially	potentially	ADV
dpc-5762	38	26	complicating	complicate	VERB
dpc-5762	38	27	the	the	DET
dpc-5762	38	28	diagnosis	diagnosis	NOUN
dpc-5762	38	29	and	and	CCONJ
dpc-5762	38	30	treatment	treatment	NOUN
dpc-5762	38	31	of	of	ADP
dpc-5762	38	32	skin	skin	NOUN
dpc-5762	38	33	conditions	condition	NOUN
dpc-5762	38	34	[	[	X
dpc-5762	38	35	1	1	NUM
dpc-5762	38	36	,	,	PUNCT
dpc-5762	38	37	5	5	NUM
dpc-5762	38	38	]	]	PUNCT
dpc-5762	38	39	.	.	PUNCT
dpc-5762	39	1	literature	literature	NOUN
dpc-5762	39	2	selection	selection	NOUN
dpc-5762	39	3	and	and	CCONJ
dpc-5762	39	4	appraisal	appraisal	NOUN
dpc-5762	39	5	we	we	PRON
dpc-5762	39	6	conducted	conduct	VERB
dpc-5762	39	7	a	a	DET
dpc-5762	39	8	targeted	target	VERB
dpc-5762	39	9	literature	literature	NOUN
dpc-5762	39	10	search	search	NOUN
dpc-5762	39	11	to	to	PART
dpc-5762	39	12	identify	identify	VERB
dpc-5762	39	13	relevant	relevant	ADJ
dpc-5762	39	14	articles	article	NOUN
dpc-5762	39	15	on	on	ADP
dpc-5762	39	16	skin	skin	NOUN
dpc-5762	39	17	imaging	imaging	NOUN
dpc-5762	39	18	modalities	modality	NOUN
dpc-5762	39	19	,	,	PUNCT
dpc-5762	39	20	artificial	artificial	ADJ
dpc-5762	39	21	intelligence	intelligence	NOUN
dpc-5762	39	22	applications	application	NOUN
dpc-5762	39	23	,	,	PUNCT
dpc-5762	39	24	and	and	CCONJ
dpc-5762	39	25	equity	equity	NOUN
dpc-5762	39	26	considerations	consideration	NOUN
dpc-5762	39	27	in	in	ADP
dpc-5762	39	28	dermatology	dermatology	NOUN
dpc-5762	39	29	.	.	PUNCT
dpc-5762	40	1	sources	source	NOUN
dpc-5762	40	2	were	be	AUX
dpc-5762	40	3	selected	select	VERB
dpc-5762	40	4	based	base	VERB
dpc-5762	40	5	on	on	ADP
dpc-5762	40	6	their	their	PRON
dpc-5762	40	7	relevance	relevance	NOUN
dpc-5762	40	8	to	to	ADP
dpc-5762	40	9	the	the	DET
dpc-5762	40	10	topic	topic	NOUN
dpc-5762	40	11	,	,	PUNCT
dpc-5762	40	12	with	with	ADP
dpc-5762	40	13	a	a	DET
dpc-5762	40	14	focus	focus	NOUN
dpc-5762	40	15	on	on	ADP
dpc-5762	40	16	peer	peer	NOUN
dpc-5762	40	17	-	-	PUNCT
dpc-5762	40	18	reviewed	review	VERB
dpc-5762	40	19	studies	study	NOUN
dpc-5762	40	20	,	,	PUNCT
dpc-5762	40	21	reviews	review	NOUN
dpc-5762	40	22	,	,	PUNCT
dpc-5762	40	23	and	and	CCONJ
dpc-5762	40	24	consensus	consensus	NOUN
dpc-5762	40	25	guidelines	guideline	NOUN
dpc-5762	40	26	published	publish	VERB
dpc-5762	40	27	in	in	ADP
dpc-5762	40	28	english	english	PROPN
dpc-5762	40	29	.	.	PUNCT
dpc-5762	41	1	while	while	SCONJ
dpc-5762	41	2	this	this	PRON
dpc-5762	41	3	is	be	AUX
dpc-5762	41	4	not	not	PART
dpc-5762	41	5	a	a	DET
dpc-5762	41	6	systematic	systematic	ADJ
dpc-5762	41	7	or	or	CCONJ
dpc-5762	41	8	scoping	scope	VERB
dpc-5762	41	9	review	review	NOUN
dpc-5762	41	10	,	,	PUNCT
dpc-5762	41	11	efforts	effort	NOUN
dpc-5762	41	12	were	be	AUX
dpc-5762	41	13	made	make	VERB
dpc-5762	41	14	to	to	PART
dpc-5762	41	15	include	include	VERB
dpc-5762	41	16	diverse	diverse	ADJ
dpc-5762	41	17	perspectives	perspective	NOUN
dpc-5762	41	18	and	and	CCONJ
dpc-5762	41	19	recent	recent	ADJ
dpc-5762	41	20	advancements	advancement	NOUN
dpc-5762	41	21	.	.	PUNCT
dpc-5762	42	1	although	although	SCONJ
dpc-5762	42	2	many	many	ADJ
dpc-5762	42	3	imaging	imaging	NOUN
dpc-5762	42	4	technologies	technology	NOUN
dpc-5762	42	5	are	be	AUX
dpc-5762	42	6	described	describe	VERB
dpc-5762	42	7	in	in	ADP
dpc-5762	42	8	the	the	DET
dpc-5762	42	9	literature	literature	NOUN
dpc-5762	42	10	,	,	PUNCT
dpc-5762	42	11	few	few	ADJ
dpc-5762	42	12	have	have	AUX
dpc-5762	42	13	been	be	AUX
dpc-5762	42	14	rigorously	rigorously	ADV
dpc-5762	42	15	validated	validate	VERB
dpc-5762	42	16	across	across	ADP
dpc-5762	42	17	diverse	diverse	ADJ
dpc-5762	42	18	skin	skin	NOUN
dpc-5762	42	19	tones	tone	NOUN
dpc-5762	42	20	.	.	PUNCT
dpc-5762	43	1	for	for	ADP
dpc-5762	43	2	example	example	NOUN
dpc-5762	43	3	,	,	PUNCT
dpc-5762	43	4	dermoscopy	dermoscopy	NOUN
dpc-5762	43	5	and	and	CCONJ
dpc-5762	43	6	high	high	ADJ
dpc-5762	43	7	-	-	PUNCT
dpc-5762	43	8	frequency	frequency	NOUN
dpc-5762	43	9	ultrasound	ultrasound	NOUN
dpc-5762	43	10	have	have	AUX
dpc-5762	43	11	been	be	AUX
dpc-5762	43	12	well	well	ADV
dpc-5762	43	13	studied	study	VERB
dpc-5762	43	14	,	,	PUNCT
dpc-5762	43	15	while	while	SCONJ
dpc-5762	43	16	newer	new	ADJ
dpc-5762	43	17	modalities	modality	NOUN
dpc-5762	43	18	like	like	ADP
dpc-5762	43	19	photoacoustic	photoacoustic	ADJ
dpc-5762	43	20	imaging	imaging	NOUN
dpc-5762	43	21	and	and	CCONJ
dpc-5762	43	22	ai	ai	AUX
dpc-5762	43	23	-	-	PUNCT
dpc-5762	43	24	driven	drive	VERB
dpc-5762	43	25	tools	tool	NOUN
dpc-5762	43	26	have	have	AUX
dpc-5762	43	27	often	often	ADV
dpc-5762	43	28	relied	rely	VERB
dpc-5762	43	29	on	on	ADP
dpc-5762	43	30	preliminary	preliminary	ADJ
dpc-5762	43	31	or	or	CCONJ
dpc-5762	43	32	retrospective	retrospective	ADJ
dpc-5762	43	33	data	datum	NOUN
dpc-5762	43	34	.	.	PUNCT
dpc-5762	44	1	notably	notably	ADV
dpc-5762	44	2	,	,	PUNCT
dpc-5762	44	3	there	there	PRON
dpc-5762	44	4	remains	remain	VERB
dpc-5762	44	5	a	a	DET
dpc-5762	44	6	lack	lack	NOUN
dpc-5762	44	7	of	of	ADP
dpc-5762	44	8	standard	standard	ADJ
dpc-5762	44	9	imaging	imaging	ADJ
dpc-5762	44	10	protocols	protocol	NOUN
dpc-5762	44	11	and	and	CCONJ
dpc-5762	44	12	prospective	prospective	ADJ
dpc-5762	44	13	validation	validation	NOUN
dpc-5762	44	14	studies	study	NOUN
dpc-5762	44	15	specifically	specifically	ADV
dpc-5762	44	16	for	for	ADP
dpc-5762	44	17	skin	skin	NOUN
dpc-5762	44	18	of	of	ADP
dpc-5762	44	19	color	color	NOUN
dpc-5762	44	20	.	.	PUNCT
dpc-5762	45	1	purpose	purpose	NOUN
dpc-5762	45	2	of	of	ADP
dpc-5762	45	3	the	the	DET
dpc-5762	45	4	review	review	NOUN
dpc-5762	45	5	this	this	DET
dpc-5762	45	6	review	review	NOUN
dpc-5762	45	7	focused	focus	VERB
dpc-5762	45	8	on	on	ADP
dpc-5762	45	9	the	the	DET
dpc-5762	45	10	intersection	intersection	NOUN
dpc-5762	45	11	between	between	ADP
dpc-5762	45	12	skin	skin	NOUN
dpc-5762	45	13	imaging	imaging	NOUN
dpc-5762	45	14	technologies	technology	NOUN
dpc-5762	45	15	,	,	PUNCT
dpc-5762	45	16	artificial	artificial	ADJ
dpc-5762	45	17	intelligence	intelligence	NOUN
dpc-5762	45	18	,	,	PUNCT
dpc-5762	45	19	and	and	CCONJ
dpc-5762	45	20	dermatological	dermatological	ADJ
dpc-5762	45	21	equity	equity	NOUN
dpc-5762	45	22	,	,	PUNCT
dpc-5762	45	23	with	with	ADP
dpc-5762	45	24	an	an	DET
dpc-5762	45	25	emphasis	emphasis	NOUN
dpc-5762	45	26	on	on	ADP
dpc-5762	45	27	their	their	PRON
dpc-5762	45	28	application	application	NOUN
dpc-5762	45	29	to	to	ADP
dpc-5762	45	30	skin	skin	NOUN
dpc-5762	45	31	of	of	ADP
dpc-5762	45	32	color	color	NOUN
dpc-5762	45	33	(	(	PUNCT
dpc-5762	45	34	soc	soc	NOUN
dpc-5762	45	35	)	)	PUNCT
dpc-5762	45	36	.	.	PUNCT
dpc-5762	46	1	rather	rather	ADV
dpc-5762	46	2	than	than	ADP
dpc-5762	46	3	offering	offer	VERB
dpc-5762	46	4	a	a	DET
dpc-5762	46	5	broad	broad	ADJ
dpc-5762	46	6	survey	survey	NOUN
dpc-5762	46	7	,	,	PUNCT
dpc-5762	46	8	it	it	PRON
dpc-5762	46	9	critically	critically	ADV
dpc-5762	46	10	examined	examine	VERB
dpc-5762	46	11	how	how	SCONJ
dpc-5762	46	12	diagnostic	diagnostic	ADJ
dpc-5762	46	13	tools	tool	NOUN
dpc-5762	46	14	,	,	PUNCT
dpc-5762	46	15	particularly	particularly	ADV
dpc-5762	46	16	ai	ai	AUX
dpc-5762	46	17	-	-	PUNCT
dpc-5762	46	18	driven	drive	VERB
dpc-5762	46	19	and	and	CCONJ
dpc-5762	46	20	noninvasive	noninvasive	ADJ
dpc-5762	46	21	imaging	imaging	NOUN
dpc-5762	46	22	modalities	modality	NOUN
dpc-5762	46	23	,	,	PUNCT
dpc-5762	46	24	perform	perform	VERB
dpc-5762	46	25	across	across	ADP
dpc-5762	46	26	diverse	diverse	ADJ
dpc-5762	46	27	skin	skin	NOUN
dpc-5762	46	28	types	type	NOUN
dpc-5762	46	29	.	.	PUNCT
dpc-5762	47	1	it	it	PRON
dpc-5762	47	2	identified	identify	VERB
dpc-5762	47	3	key	key	ADJ
dpc-5762	47	4	limitations	limitation	NOUN
dpc-5762	47	5	in	in	ADP
dpc-5762	47	6	dataset	dataset	NOUN
dpc-5762	47	7	diversity	diversity	NOUN
dpc-5762	47	8	,	,	PUNCT
dpc-5762	47	9	algorithmic	algorithmic	ADJ
dpc-5762	47	10	bias	bias	NOUN
dpc-5762	47	11	,	,	PUNCT
dpc-5762	47	12	and	and	CCONJ
dpc-5762	47	13	the	the	DET
dpc-5762	47	14	lack	lack	NOUN
dpc-5762	47	15	of	of	ADP
dpc-5762	47	16	standardized	standardized	ADJ
dpc-5762	47	17	imaging	imaging	NOUN
dpc-5762	47	18	protocols	protocol	NOUN
dpc-5762	47	19	for	for	ADP
dpc-5762	47	20	melanin	melanin	NOUN
dpc-5762	47	21	-	-	PUNCT
dpc-5762	47	22	rich	rich	ADJ
dpc-5762	47	23	skin	skin	NOUN
dpc-5762	47	24	.	.	PUNCT
dpc-5762	48	1	by	by	ADP
dpc-5762	48	2	synthesizing	synthesize	VERB
dpc-5762	48	3	evidence	evidence	NOUN
dpc-5762	48	4	across	across	ADP
dpc-5762	48	5	modalities	modality	NOUN
dpc-5762	48	6	and	and	CCONJ
dpc-5762	48	7	highlighting	highlight	VERB
dpc-5762	48	8	underexplored	underexplored	ADJ
dpc-5762	48	9	gaps	gap	NOUN
dpc-5762	48	10	,	,	PUNCT
dpc-5762	48	11	the	the	DET
dpc-5762	48	12	review	review	NOUN
dpc-5762	48	13	aimed	aim	VERB
dpc-5762	48	14	to	to	PART
dpc-5762	48	15	advance	advance	VERB
dpc-5762	48	16	a	a	DET
dpc-5762	48	17	central	central	ADJ
dpc-5762	48	18	thesis	thesis	NOUN
dpc-5762	48	19	:	:	PUNCT
dpc-5762	48	20	achieving	achieve	VERB
dpc-5762	48	21	diagnostic	diagnostic	ADJ
dpc-5762	48	22	equity	equity	NOUN
dpc-5762	48	23	in	in	ADP
dpc-5762	48	24	dermatology	dermatology	NOUN
dpc-5762	48	25	requires	require	VERB
dpc-5762	48	26	not	not	PART
dpc-5762	48	27	only	only	ADV
dpc-5762	48	28	technological	technological	ADJ
dpc-5762	48	29	innovation	innovation	NOUN
dpc-5762	48	30	but	but	CCONJ
dpc-5762	48	31	also	also	ADV
dpc-5762	48	32	a	a	DET
dpc-5762	48	33	fundamental	fundamental	ADJ
dpc-5762	48	34	redesign	redesign	NOUN
dpc-5762	48	35	of	of	ADP
dpc-5762	48	36	how	how	SCONJ
dpc-5762	48	37	imaging	imaging	ADJ
dpc-5762	48	38	tools	tool	NOUN
dpc-5762	48	39	are	be	AUX
dpc-5762	48	40	developed	develop	VERB
dpc-5762	48	41	,	,	PUNCT
dpc-5762	48	42	validated	validate	VERB
dpc-5762	48	43	,	,	PUNCT
dpc-5762	48	44	and	and	CCONJ
dpc-5762	48	45	deployed	deploy	VERB
dpc-5762	48	46	for	for	ADP
dpc-5762	48	47	all	all	DET
dpc-5762	48	48	skin	skin	NOUN
dpc-5762	48	49	tones	tone	NOUN
dpc-5762	48	50	.	.	PUNCT
dpc-5762	49	1	how	how	SCONJ
dpc-5762	49	2	imaging	imaging	NOUN
dpc-5762	49	3	technologies	technology	NOUN
dpc-5762	49	4	shape	shape	VERB
dpc-5762	49	5	dermatological	dermatological	ADJ
dpc-5762	49	6	insight	insight	NOUN
dpc-5762	49	7	optical	optical	ADJ
dpc-5762	49	8	imaging	imaging	NOUN
dpc-5762	49	9	optical	optical	ADJ
dpc-5762	49	10	imaging	imaging	NOUN
dpc-5762	49	11	techniques	technique	NOUN
dpc-5762	49	12	use	use	VERB
dpc-5762	49	13	light	light	NOUN
dpc-5762	49	14	to	to	PART
dpc-5762	49	15	visualize	visualize	VERB
dpc-5762	49	16	skin	skin	NOUN
dpc-5762	49	17	structures	structure	NOUN
dpc-5762	49	18	and	and	CCONJ
dpc-5762	49	19	offer	offer	VERB
dpc-5762	49	20	both	both	DET
dpc-5762	49	21	high	high	ADJ
dpc-5762	49	22	resolution	resolution	NOUN
dpc-5762	49	23	and	and	CCONJ
dpc-5762	49	24	noninvasiveness	noninvasiveness	NOUN
dpc-5762	49	25	.	.	PUNCT
dpc-5762	50	1	these	these	DET
dpc-5762	50	2	methods	method	NOUN
dpc-5762	50	3	are	be	AUX
dpc-5762	50	4	widely	widely	ADV
dpc-5762	50	5	used	use	VERB
dpc-5762	50	6	due	due	ADP
dpc-5762	50	7	to	to	ADP
dpc-5762	50	8	their	their	PRON
dpc-5762	50	9	ability	ability	NOUN
dpc-5762	50	10	to	to	PART
dpc-5762	50	11	provide	provide	VERB
dpc-5762	50	12	detailed	detailed	ADJ
dpc-5762	50	13	images	image	NOUN
dpc-5762	50	14	of	of	ADP
dpc-5762	50	15	the	the	DET
dpc-5762	50	16	skin	skin	NOUN
dpc-5762	50	17	surface	surface	NOUN
dpc-5762	50	18	and	and	CCONJ
dpc-5762	50	19	superficial	superficial	ADJ
dpc-5762	50	20	layers	layer	NOUN
dpc-5762	50	21	.	.	PUNCT
dpc-5762	51	1	dermatoscopy	dermatoscopy	VERB
dpc-5762	51	2	dermatoscopy	dermatoscopy	VERB
dpc-5762	51	3	uses	use	VERB
dpc-5762	51	4	a	a	DET
dpc-5762	51	5	handheld	handheld	ADJ
dpc-5762	51	6	device	device	NOUN
dpc-5762	51	7	with	with	ADP
dpc-5762	51	8	a	a	DET
dpc-5762	51	9	magnifying	magnify	VERB
dpc-5762	51	10	lens	lens	NOUN
dpc-5762	51	11	and	and	CCONJ
dpc-5762	51	12	a	a	DET
dpc-5762	51	13	light	light	ADJ
dpc-5762	51	14	source	source	NOUN
dpc-5762	51	15	to	to	PART
dpc-5762	51	16	examine	examine	VERB
dpc-5762	51	17	skin	skin	NOUN
dpc-5762	51	18	lesions	lesion	NOUN
dpc-5762	51	19	.	.	PUNCT
dpc-5762	52	1	this	this	DET
dpc-5762	52	2	technique	technique	NOUN
dpc-5762	52	3	enhances	enhance	VERB
dpc-5762	52	4	the	the	DET
dpc-5762	52	5	visualization	visualization	NOUN
dpc-5762	52	6	of	of	ADP
dpc-5762	52	7	subsurface	subsurface	NOUN
dpc-5762	52	8	structures	structure	NOUN
dpc-5762	52	9	,	,	PUNCT
dpc-5762	52	10	aiding	aid	VERB
dpc-5762	52	11	in	in	ADP
dpc-5762	52	12	the	the	DET
dpc-5762	52	13	early	early	ADJ
dpc-5762	52	14	detection	detection	NOUN
dpc-5762	52	15	of	of	ADP
dpc-5762	52	16	melanoma	melanoma	NOUN
dpc-5762	52	17	and	and	CCONJ
dpc-5762	52	18	other	other	ADJ
dpc-5762	52	19	skin	skin	NOUN
dpc-5762	52	20	cancers	cancer	NOUN
dpc-5762	52	21	.	.	PUNCT
dpc-5762	53	1	dermatoscopy	dermatoscopy	NOUN
dpc-5762	53	2	is	be	AUX
dpc-5762	53	3	particularly	particularly	ADV
dpc-5762	53	4	useful	useful	ADJ
dpc-5762	53	5	for	for	ADP
dpc-5762	53	6	evaluating	evaluate	VERB
dpc-5762	53	7	pigmented	pigmented	ADJ
dpc-5762	53	8	lesions	lesion	NOUN
dpc-5762	53	9	and	and	CCONJ
dpc-5762	53	10	vascular	vascular	ADJ
dpc-5762	53	11	structures	structure	NOUN
dpc-5762	53	12	,	,	PUNCT
dpc-5762	53	13	which	which	PRON
dpc-5762	53	14	can	can	AUX
dpc-5762	53	15	appear	appear	VERB
dpc-5762	53	16	differently	differently	ADV
dpc-5762	53	17	in	in	ADP
dpc-5762	53	18	skin	skin	NOUN
dpc-5762	53	19	of	of	ADP
dpc-5762	53	20	color	color	NOUN
dpc-5762	53	21	[	[	X
dpc-5762	53	22	6	6	NUM
dpc-5762	53	23	]	]	PUNCT
dpc-5762	53	24	.	.	PUNCT
dpc-5762	54	1	confocal	confocal	ADJ
dpc-5762	54	2	laser	laser	NOUN
dpc-5762	54	3	scanning	scan	VERB
dpc-5762	54	4	microscopy	microscopy	NOUN
dpc-5762	54	5	(	(	PUNCT
dpc-5762	54	6	clsm	clsm	NOUN
dpc-5762	54	7	)	)	PUNCT
dpc-5762	54	8	clsm	clsm	NOUN
dpc-5762	54	9	provides	provide	VERB
dpc-5762	54	10	real	real	ADJ
dpc-5762	54	11	-	-	PUNCT
dpc-5762	54	12	time	time	NOUN
dpc-5762	54	13	,	,	PUNCT
dpc-5762	54	14	high	high	ADJ
dpc-5762	54	15	-	-	PUNCT
dpc-5762	54	16	resolution	resolution	NOUN
dpc-5762	54	17	imaging	imaging	NOUN
dpc-5762	54	18	of	of	ADP
dpc-5762	54	19	the	the	DET
dpc-5762	54	20	skin	skin	NOUN
dpc-5762	54	21	at	at	ADP
dpc-5762	54	22	the	the	DET
dpc-5762	54	23	cellular	cellular	ADJ
dpc-5762	54	24	level	level	NOUN
dpc-5762	54	25	.	.	PUNCT
dpc-5762	55	1	by	by	ADP
dpc-5762	55	2	using	use	VERB
dpc-5762	55	3	a	a	DET
dpc-5762	55	4	laser	laser	NOUN
dpc-5762	55	5	to	to	PART
dpc-5762	55	6	scan	scan	VERB
dpc-5762	55	7	the	the	DET
dpc-5762	55	8	skin	skin	NOUN
dpc-5762	55	9	and	and	CCONJ
dpc-5762	55	10	review	review	NOUN
dpc-5762	55	11	|	|	ADV
dpc-5762	55	12	dermatol	dermatol	ADJ
dpc-5762	55	13	pract	pract	NOUN
dpc-5762	55	14	concept	concept	NOUN
dpc-5762	55	15	.	.	PUNCT
dpc-5762	56	1	2025;15(4):5762	2025;15(4):5762	NUM
dpc-5762	56	2	3	3	NUM
dpc-5762	56	3	a	a	DET
dpc-5762	56	4	pinhole	pinhole	NOUN
dpc-5762	56	5	to	to	PART
dpc-5762	56	6	eliminate	eliminate	VERB
dpc-5762	56	7	out	out	ADV
dpc-5762	56	8	-	-	PUNCT
dpc-5762	56	9	of	of	ADP
dpc-5762	56	10	-	-	PUNCT
dpc-5762	56	11	focus	focus	NOUN
dpc-5762	56	12	light	light	NOUN
dpc-5762	56	13	,	,	PUNCT
dpc-5762	56	14	clsm	clsm	NOUN
dpc-5762	56	15	produces	produce	VERB
dpc-5762	56	16	clear	clear	ADJ
dpc-5762	56	17	images	image	NOUN
dpc-5762	56	18	of	of	ADP
dpc-5762	56	19	the	the	DET
dpc-5762	56	20	epidermis	epidermis	NOUN
dpc-5762	56	21	and	and	CCONJ
dpc-5762	56	22	upper	upper	ADJ
dpc-5762	56	23	dermis	dermis	NOUN
dpc-5762	56	24	.	.	PUNCT
dpc-5762	57	1	this	this	DET
dpc-5762	57	2	technique	technique	NOUN
dpc-5762	57	3	is	be	AUX
dpc-5762	57	4	valuable	valuable	ADJ
dpc-5762	57	5	for	for	ADP
dpc-5762	57	6	diagnosing	diagnose	VERB
dpc-5762	57	7	skin	skin	NOUN
dpc-5762	57	8	cancers	cancer	NOUN
dpc-5762	57	9	,	,	PUNCT
dpc-5762	57	10	inflammatory	inflammatory	ADJ
dpc-5762	57	11	conditions	condition	NOUN
dpc-5762	57	12	,	,	PUNCT
dpc-5762	57	13	and	and	CCONJ
dpc-5762	57	14	infections	infection	NOUN
dpc-5762	57	15	.	.	PUNCT
dpc-5762	58	1	its	its	PRON
dpc-5762	58	2	ability	ability	NOUN
dpc-5762	58	3	to	to	PART
dpc-5762	58	4	visualize	visualize	VERB
dpc-5762	58	5	individual	individual	ADJ
dpc-5762	58	6	cells	cell	NOUN
dpc-5762	58	7	and	and	CCONJ
dpc-5762	58	8	cellular	cellular	ADJ
dpc-5762	58	9	structures	structure	NOUN
dpc-5762	58	10	makes	make	VERB
dpc-5762	58	11	it	it	PRON
dpc-5762	58	12	a	a	DET
dpc-5762	58	13	powerful	powerful	ADJ
dpc-5762	58	14	tool	tool	NOUN
dpc-5762	58	15	for	for	ADP
dpc-5762	58	16	both	both	CCONJ
dpc-5762	58	17	research	research	NOUN
dpc-5762	58	18	and	and	CCONJ
dpc-5762	58	19	clinical	clinical	ADJ
dpc-5762	58	20	practice	practice	NOUN
dpc-5762	58	21	[	[	X
dpc-5762	58	22	7	7	NUM
dpc-5762	58	23	]	]	PUNCT
dpc-5762	58	24	.	.	PUNCT
dpc-5762	59	1	multiphoton	multiphoton	PROPN
dpc-5762	59	2	microscopy	microscopy	PROPN
dpc-5762	59	3	multiphoton	multiphoton	NOUN
dpc-5762	59	4	microscopy	microscopy	NOUN
dpc-5762	59	5	(	(	PUNCT
dpc-5762	59	6	mpm	mpm	NOUN
dpc-5762	59	7	)	)	PUNCT
dpc-5762	59	8	is	be	AUX
dpc-5762	59	9	an	an	DET
dpc-5762	59	10	advanced	advanced	ADJ
dpc-5762	59	11	optical	optical	ADJ
dpc-5762	59	12	imaging	imaging	NOUN
dpc-5762	59	13	technique	technique	NOUN
dpc-5762	59	14	that	that	PRON
dpc-5762	59	15	uses	use	VERB
dpc-5762	59	16	multiple	multiple	ADJ
dpc-5762	59	17	photons	photon	NOUN
dpc-5762	59	18	to	to	PART
dpc-5762	59	19	excite	excite	VERB
dpc-5762	59	20	fluorescent	fluorescent	ADJ
dpc-5762	59	21	molecules	molecule	NOUN
dpc-5762	59	22	within	within	ADP
dpc-5762	59	23	the	the	DET
dpc-5762	59	24	skin	skin	NOUN
dpc-5762	59	25	.	.	PUNCT
dpc-5762	60	1	this	this	DET
dpc-5762	60	2	method	method	NOUN
dpc-5762	60	3	allows	allow	VERB
dpc-5762	60	4	for	for	ADP
dpc-5762	60	5	deeper	deep	ADJ
dpc-5762	60	6	penetration	penetration	NOUN
dpc-5762	60	7	and	and	CCONJ
dpc-5762	60	8	reduced	reduced	ADJ
dpc-5762	60	9	photodamage	photodamage	NOUN
dpc-5762	60	10	,	,	PUNCT
dpc-5762	60	11	making	make	VERB
dpc-5762	60	12	it	it	PRON
dpc-5762	60	13	suitable	suitable	ADJ
dpc-5762	60	14	for	for	ADP
dpc-5762	60	15	long	long	ADJ
dpc-5762	60	16	-	-	PUNCT
dpc-5762	60	17	term	term	NOUN
dpc-5762	60	18	imaging	imaging	NOUN
dpc-5762	60	19	of	of	ADP
dpc-5762	60	20	living	living	NOUN
dpc-5762	60	21	tissues	tissue	NOUN
dpc-5762	60	22	.	.	PUNCT
dpc-5762	61	1	mpm	mpm	NOUN
dpc-5762	61	2	is	be	AUX
dpc-5762	61	3	particularly	particularly	ADV
dpc-5762	61	4	effective	effective	ADJ
dpc-5762	61	5	in	in	ADP
dpc-5762	61	6	studying	study	VERB
dpc-5762	61	7	the	the	DET
dpc-5762	61	8	dynamic	dynamic	ADJ
dpc-5762	61	9	processes	process	NOUN
dpc-5762	61	10	of	of	ADP
dpc-5762	61	11	skin	skin	NOUN
dpc-5762	61	12	physiology	physiology	NOUN
dpc-5762	61	13	and	and	CCONJ
dpc-5762	61	14	pathology	pathology	NOUN
dpc-5762	61	15	at	at	ADP
dpc-5762	61	16	the	the	DET
dpc-5762	61	17	molecular	molecular	ADJ
dpc-5762	61	18	level	level	NOUN
dpc-5762	61	19	[	[	X
dpc-5762	61	20	2	2	NUM
dpc-5762	61	21	,	,	PUNCT
dpc-5762	61	22	8	8	NUM
dpc-5762	61	23	]	]	PUNCT
dpc-5762	61	24	.	.	PUNCT
dpc-5762	62	1	non	non	ADJ
dpc-5762	62	2	-	-	ADJ
dpc-5762	62	3	optical	optical	ADJ
dpc-5762	62	4	imaging	imaging	ADJ
dpc-5762	62	5	non	non	ADJ
dpc-5762	62	6	-	-	ADJ
dpc-5762	62	7	optical	optical	ADJ
dpc-5762	62	8	imaging	imaging	NOUN
dpc-5762	62	9	techniques	technique	NOUN
dpc-5762	62	10	rely	rely	VERB
dpc-5762	62	11	on	on	ADP
dpc-5762	62	12	other	other	ADJ
dpc-5762	62	13	forms	form	NOUN
dpc-5762	62	14	of	of	ADP
dpc-5762	62	15	energy	energy	NOUN
dpc-5762	62	16	,	,	PUNCT
dpc-5762	62	17	such	such	ADJ
dpc-5762	62	18	as	as	ADP
dpc-5762	62	19	sound	sound	ADJ
dpc-5762	62	20	waves	wave	NOUN
dpc-5762	62	21	or	or	CCONJ
dpc-5762	62	22	magnetic	magnetic	ADJ
dpc-5762	62	23	fields	field	NOUN
dpc-5762	62	24	,	,	PUNCT
dpc-5762	62	25	to	to	PART
dpc-5762	62	26	visualize	visualize	VERB
dpc-5762	62	27	deeper	deep	ADJ
dpc-5762	62	28	skin	skin	NOUN
dpc-5762	62	29	structures	structure	NOUN
dpc-5762	62	30	.	.	PUNCT
dpc-5762	63	1	these	these	DET
dpc-5762	63	2	methods	method	NOUN
dpc-5762	63	3	are	be	AUX
dpc-5762	63	4	used	use	VERB
dpc-5762	63	5	for	for	ADP
dpc-5762	63	6	assessing	assess	VERB
dpc-5762	63	7	conditions	condition	NOUN
dpc-5762	63	8	that	that	PRON
dpc-5762	63	9	affect	affect	VERB
dpc-5762	63	10	the	the	DET
dpc-5762	63	11	deeper	deep	ADJ
dpc-5762	63	12	layers	layer	NOUN
dpc-5762	63	13	of	of	ADP
dpc-5762	63	14	the	the	DET
dpc-5762	63	15	skin	skin	NOUN
dpc-5762	63	16	and	and	CCONJ
dpc-5762	63	17	underlying	underlying	ADJ
dpc-5762	63	18	tissues	tissue	NOUN
dpc-5762	63	19	.	.	PUNCT
dpc-5762	64	1	ultrasound	ultrasound	PROPN
dpc-5762	64	2	imaging	image	VERB
dpc-5762	64	3	high	high	ADJ
dpc-5762	64	4	-	-	PUNCT
dpc-5762	64	5	frequency	frequency	NOUN
dpc-5762	64	6	ultrasound	ultrasound	NOUN
dpc-5762	64	7	(	(	PUNCT
dpc-5762	64	8	hfus	hfus	PROPN
dpc-5762	64	9	)	)	PUNCT
dpc-5762	64	10	uses	use	VERB
dpc-5762	64	11	sound	sound	ADJ
dpc-5762	64	12	waves	wave	NOUN
dpc-5762	64	13	to	to	PART
dpc-5762	64	14	create	create	VERB
dpc-5762	64	15	detailed	detailed	ADJ
dpc-5762	64	16	images	image	NOUN
dpc-5762	64	17	of	of	ADP
dpc-5762	64	18	the	the	DET
dpc-5762	64	19	skin	skin	NOUN
dpc-5762	64	20	and	and	CCONJ
dpc-5762	64	21	its	its	PRON
dpc-5762	64	22	underlying	underlie	VERB
dpc-5762	64	23	structures	structure	NOUN
dpc-5762	64	24	.	.	PUNCT
dpc-5762	65	1	hfus	hfus	PROPN
dpc-5762	65	2	is	be	AUX
dpc-5762	65	3	widely	widely	ADV
dpc-5762	65	4	used	use	VERB
dpc-5762	65	5	to	to	PART
dpc-5762	65	6	evaluate	evaluate	VERB
dpc-5762	65	7	skin	skin	NOUN
dpc-5762	65	8	tumors	tumor	NOUN
dpc-5762	65	9	,	,	PUNCT
dpc-5762	65	10	measure	measure	VERB
dpc-5762	65	11	skin	skin	NOUN
dpc-5762	65	12	thickness	thickness	NOUN
dpc-5762	65	13	,	,	PUNCT
dpc-5762	65	14	and	and	CCONJ
dpc-5762	65	15	monitor	monitor	VERB
dpc-5762	65	16	wound	wound	NOUN
dpc-5762	65	17	healing	healing	NOUN
dpc-5762	65	18	.	.	PUNCT
dpc-5762	66	1	this	this	DET
dpc-5762	66	2	technique	technique	NOUN
dpc-5762	66	3	is	be	AUX
dpc-5762	66	4	non	non	ADJ
dpc-5762	66	5	-	-	ADJ
dpc-5762	66	6	invasive	invasive	ADJ
dpc-5762	66	7	and	and	CCONJ
dpc-5762	66	8	widely	widely	ADV
dpc-5762	66	9	accessible	accessible	ADJ
dpc-5762	66	10	,	,	PUNCT
dpc-5762	66	11	and	and	CCONJ
dpc-5762	66	12	it	it	PRON
dpc-5762	66	13	provides	provide	VERB
dpc-5762	66	14	real	real	ADJ
dpc-5762	66	15	-	-	PUNCT
dpc-5762	66	16	time	time	NOUN
dpc-5762	66	17	imaging	imaging	NOUN
dpc-5762	66	18	,	,	PUNCT
dpc-5762	66	19	making	make	VERB
dpc-5762	66	20	it	it	PRON
dpc-5762	66	21	a	a	DET
dpc-5762	66	22	valuable	valuable	ADJ
dpc-5762	66	23	tool	tool	NOUN
dpc-5762	66	24	in	in	ADP
dpc-5762	66	25	dermatology	dermatology	NOUN
dpc-5762	66	26	.	.	PUNCT
dpc-5762	67	1	additionally	additionally	ADV
dpc-5762	67	2	,	,	PUNCT
dpc-5762	67	3	the	the	DET
dpc-5762	67	4	integration	integration	NOUN
dpc-5762	67	5	of	of	ADP
dpc-5762	67	6	color	color	NOUN
dpc-5762	67	7	doppler	doppler	NOUN
dpc-5762	67	8	imaging	imaging	NOUN
dpc-5762	67	9	with	with	ADP
dpc-5762	67	10	hfus	hfus	ADJ
dpc-5762	67	11	enhances	enhance	VERB
dpc-5762	67	12	the	the	DET
dpc-5762	67	13	evaluation	evaluation	NOUN
dpc-5762	67	14	by	by	ADP
dpc-5762	67	15	providing	provide	VERB
dpc-5762	67	16	information	information	NOUN
dpc-5762	67	17	on	on	ADP
dpc-5762	67	18	blood	blood	NOUN
dpc-5762	67	19	flow	flow	NOUN
dpc-5762	67	20	within	within	ADP
dpc-5762	67	21	the	the	DET
dpc-5762	67	22	skin	skin	NOUN
dpc-5762	67	23	and	and	CCONJ
dpc-5762	67	24	its	its	PRON
dpc-5762	67	25	underlying	underlie	VERB
dpc-5762	67	26	structures	structure	NOUN
dpc-5762	67	27	,	,	PUNCT
dpc-5762	67	28	further	far	ADV
dpc-5762	67	29	aiding	aid	VERB
dpc-5762	67	30	in	in	ADP
dpc-5762	67	31	the	the	DET
dpc-5762	67	32	diagnosis	diagnosis	NOUN
dpc-5762	67	33	and	and	CCONJ
dpc-5762	67	34	management	management	NOUN
dpc-5762	67	35	of	of	ADP
dpc-5762	67	36	vascular	vascular	NOUN
dpc-5762	67	37	-	-	PUNCT
dpc-5762	67	38	related	relate	VERB
dpc-5762	67	39	dermatological	dermatological	ADJ
dpc-5762	67	40	conditions	condition	NOUN
dpc-5762	67	41	[	[	X
dpc-5762	67	42	9	9	NUM
dpc-5762	67	43	]	]	PUNCT
dpc-5762	67	44	.	.	PUNCT
dpc-5762	68	1	this	this	DET
dpc-5762	68	2	combined	combined	ADJ
dpc-5762	68	3	approach	approach	NOUN
dpc-5762	68	4	offers	offer	VERB
dpc-5762	68	5	comprehensive	comprehensive	ADJ
dpc-5762	68	6	insights	insight	NOUN
dpc-5762	68	7	into	into	ADP
dpc-5762	68	8	both	both	CCONJ
dpc-5762	68	9	the	the	DET
dpc-5762	68	10	anatomical	anatomical	ADJ
dpc-5762	68	11	and	and	CCONJ
dpc-5762	68	12	functional	functional	ADJ
dpc-5762	68	13	aspects	aspect	NOUN
dpc-5762	68	14	of	of	ADP
dpc-5762	68	15	skin	skin	NOUN
dpc-5762	68	16	health	health	NOUN
dpc-5762	68	17	.	.	PUNCT
dpc-5762	69	1	magnetic	magnetic	ADJ
dpc-5762	69	2	resonance	resonance	NOUN
dpc-5762	69	3	imaging	imaging	NOUN
dpc-5762	69	4	(	(	PUNCT
dpc-5762	69	5	mri	mri	NOUN
dpc-5762	69	6	)	)	PUNCT
dpc-5762	69	7	mri	mri	NOUN
dpc-5762	69	8	uses	use	VERB
dpc-5762	69	9	strong	strong	ADJ
dpc-5762	69	10	magnetic	magnetic	ADJ
dpc-5762	69	11	fields	field	NOUN
dpc-5762	69	12	and	and	CCONJ
dpc-5762	69	13	radio	radio	NOUN
dpc-5762	69	14	waves	wave	NOUN
dpc-5762	69	15	to	to	PART
dpc-5762	69	16	produce	produce	VERB
dpc-5762	69	17	high	high	ADJ
dpc-5762	69	18	-	-	PUNCT
dpc-5762	69	19	contrast	contrast	NOUN
dpc-5762	69	20	images	image	NOUN
dpc-5762	69	21	of	of	ADP
dpc-5762	69	22	the	the	DET
dpc-5762	69	23	skin	skin	NOUN
dpc-5762	69	24	and	and	CCONJ
dpc-5762	69	25	subcutaneous	subcutaneous	ADJ
dpc-5762	69	26	tissues	tissue	NOUN
dpc-5762	69	27	.	.	PUNCT
dpc-5762	70	1	while	while	SCONJ
dpc-5762	70	2	mri	mri	NOUN
dpc-5762	70	3	is	be	AUX
dpc-5762	70	4	more	more	ADV
dpc-5762	70	5	commonly	commonly	ADV
dpc-5762	70	6	used	use	VERB
dpc-5762	70	7	for	for	ADP
dpc-5762	70	8	internal	internal	ADJ
dpc-5762	70	9	organs	organ	NOUN
dpc-5762	70	10	,	,	PUNCT
dpc-5762	70	11	it	it	PRON
dpc-5762	70	12	can	can	AUX
dpc-5762	70	13	be	be	AUX
dpc-5762	70	14	adapted	adapt	VERB
dpc-5762	70	15	for	for	ADP
dpc-5762	70	16	dermatological	dermatological	ADJ
dpc-5762	70	17	purposes	purpose	NOUN
dpc-5762	70	18	,	,	PUNCT
dpc-5762	70	19	particularly	particularly	ADV
dpc-5762	70	20	for	for	ADP
dpc-5762	70	21	evaluating	evaluate	VERB
dpc-5762	70	22	large	large	ADJ
dpc-5762	70	23	or	or	CCONJ
dpc-5762	70	24	deep	deep	ADJ
dpc-5762	70	25	skin	skin	NOUN
dpc-5762	70	26	tumors	tumor	NOUN
dpc-5762	70	27	and	and	CCONJ
dpc-5762	70	28	inflammatory	inflammatory	ADJ
dpc-5762	70	29	conditions	condition	NOUN
dpc-5762	70	30	.	.	PUNCT
dpc-5762	71	1	mri	mri	NOUN
dpc-5762	71	2	offers	offer	VERB
dpc-5762	71	3	excellent	excellent	ADJ
dpc-5762	71	4	soft	soft	ADJ
dpc-5762	71	5	tissue	tissue	NOUN
dpc-5762	71	6	contrast	contrast	NOUN
dpc-5762	71	7	,	,	PUNCT
dpc-5762	71	8	which	which	PRON
dpc-5762	71	9	is	be	AUX
dpc-5762	71	10	beneficial	beneficial	ADJ
dpc-5762	71	11	for	for	ADP
dpc-5762	71	12	detailed	detailed	ADJ
dpc-5762	71	13	skin	skin	NOUN
dpc-5762	71	14	assessments	assessment	NOUN
dpc-5762	71	15	[	[	X
dpc-5762	71	16	2	2	NUM
dpc-5762	71	17	]	]	PUNCT
dpc-5762	71	18	.	.	PUNCT
dpc-5762	72	1	terahertz	terahertz	NOUN
dpc-5762	72	2	imaging	image	VERB
dpc-5762	72	3	terahertz	terahertz	NOUN
dpc-5762	72	4	imaging	imaging	NOUN
dpc-5762	72	5	uses	use	VERB
dpc-5762	72	6	terahertz	terahertz	NOUN
dpc-5762	72	7	radiation	radiation	NOUN
dpc-5762	72	8	,	,	PUNCT
dpc-5762	72	9	a	a	DET
dpc-5762	72	10	type	type	NOUN
dpc-5762	72	11	of	of	ADP
dpc-5762	72	12	electromagnetic	electromagnetic	ADJ
dpc-5762	72	13	wave	wave	NOUN
dpc-5762	72	14	with	with	ADP
dpc-5762	72	15	frequencies	frequency	NOUN
dpc-5762	72	16	between	between	ADP
dpc-5762	72	17	0.1	0.1	NUM
dpc-5762	72	18	and	and	CCONJ
dpc-5762	72	19	10	10	NUM
dpc-5762	72	20	terahertz	terahertz	NOUN
dpc-5762	72	21	,	,	PUNCT
dpc-5762	72	22	to	to	PART
dpc-5762	72	23	penetrate	penetrate	VERB
dpc-5762	72	24	the	the	DET
dpc-5762	72	25	skin	skin	NOUN
dpc-5762	72	26	and	and	CCONJ
dpc-5762	72	27	visualize	visualize	VERB
dpc-5762	72	28	its	its	PRON
dpc-5762	72	29	internal	internal	ADJ
dpc-5762	72	30	structures	structure	NOUN
dpc-5762	72	31	.	.	PUNCT
dpc-5762	73	1	this	this	DET
dpc-5762	73	2	technique	technique	NOUN
dpc-5762	73	3	is	be	AUX
dpc-5762	73	4	still	still	ADV
dpc-5762	73	5	in	in	ADP
dpc-5762	73	6	the	the	DET
dpc-5762	73	7	experimental	experimental	ADJ
dpc-5762	73	8	stage	stage	NOUN
dpc-5762	73	9	but	but	CCONJ
dpc-5762	73	10	shows	show	VERB
dpc-5762	73	11	promise	promise	NOUN
dpc-5762	73	12	for	for	ADP
dpc-5762	73	13	noninvasive	noninvasive	ADJ
dpc-5762	73	14	skin	skin	NOUN
dpc-5762	73	15	cancer	cancer	NOUN
dpc-5762	73	16	detection	detection	NOUN
dpc-5762	73	17	and	and	CCONJ
dpc-5762	73	18	other	other	ADJ
dpc-5762	73	19	dermatological	dermatological	ADJ
dpc-5762	73	20	applications	application	NOUN
dpc-5762	73	21	[	[	X
dpc-5762	73	22	10	10	NUM
dpc-5762	73	23	]	]	PUNCT
dpc-5762	73	24	.	.	PUNCT
dpc-5762	74	1	terahertz	terahertz	NOUN
dpc-5762	74	2	imaging	imaging	NOUN
dpc-5762	74	3	can	can	AUX
dpc-5762	74	4	differentiate	differentiate	VERB
dpc-5762	74	5	between	between	ADP
dpc-5762	74	6	various	various	ADJ
dpc-5762	74	7	tissue	tissue	NOUN
dpc-5762	74	8	types	type	NOUN
dpc-5762	74	9	based	base	VERB
dpc-5762	74	10	on	on	ADP
dpc-5762	74	11	their	their	PRON
dpc-5762	74	12	water	water	NOUN
dpc-5762	74	13	content	content	NOUN
dpc-5762	74	14	and	and	CCONJ
dpc-5762	74	15	molecular	molecular	ADJ
dpc-5762	74	16	composition	composition	NOUN
dpc-5762	74	17	.	.	PUNCT
dpc-5762	75	1	hybrid	hybrid	ADJ
dpc-5762	75	2	imaging	imaging	NOUN
dpc-5762	75	3	techniques	technique	NOUN
dpc-5762	75	4	hybrid	hybrid	ADJ
dpc-5762	75	5	imaging	imaging	NOUN
dpc-5762	75	6	techniques	technique	NOUN
dpc-5762	75	7	combine	combine	VERB
dpc-5762	75	8	multiple	multiple	ADJ
dpc-5762	75	9	modalities	modality	NOUN
dpc-5762	75	10	to	to	PART
dpc-5762	75	11	leverage	leverage	VERB
dpc-5762	75	12	their	their	PRON
dpc-5762	75	13	respective	respective	ADJ
dpc-5762	75	14	strengths	strength	NOUN
dpc-5762	75	15	,	,	PUNCT
dpc-5762	75	16	providing	provide	VERB
dpc-5762	75	17	comprehensive	comprehensive	ADJ
dpc-5762	75	18	and	and	CCONJ
dpc-5762	75	19	complementary	complementary	ADJ
dpc-5762	75	20	information	information	NOUN
dpc-5762	75	21	about	about	ADP
dpc-5762	75	22	the	the	DET
dpc-5762	75	23	skin	skin	NOUN
dpc-5762	75	24	.	.	PUNCT
dpc-5762	76	1	photoacoustic	photoacoustic	ADJ
dpc-5762	76	2	imaging	imaging	ADJ
dpc-5762	76	3	photoacoustic	photoacoustic	ADJ
dpc-5762	76	4	imaging	imaging	NOUN
dpc-5762	76	5	(	(	PUNCT
dpc-5762	76	6	pai	pai	PROPN
dpc-5762	76	7	)	)	PUNCT
dpc-5762	76	8	combines	combine	VERB
dpc-5762	76	9	optical	optical	ADJ
dpc-5762	76	10	and	and	CCONJ
dpc-5762	76	11	ultrasound	ultrasound	NOUN
dpc-5762	76	12	imaging	imaging	NOUN
dpc-5762	76	13	to	to	PART
dpc-5762	76	14	produce	produce	VERB
dpc-5762	76	15	high	high	ADJ
dpc-5762	76	16	-	-	PUNCT
dpc-5762	76	17	resolution	resolution	NOUN
dpc-5762	76	18	,	,	PUNCT
dpc-5762	76	19	high	high	ADJ
dpc-5762	76	20	-	-	PUNCT
dpc-5762	76	21	contrast	contrast	NOUN
dpc-5762	76	22	images	image	NOUN
dpc-5762	76	23	of	of	ADP
dpc-5762	76	24	skin	skin	NOUN
dpc-5762	76	25	structures	structure	NOUN
dpc-5762	76	26	.	.	PUNCT
dpc-5762	77	1	in	in	ADP
dpc-5762	77	2	pai	pai	PROPN
dpc-5762	77	3	,	,	PUNCT
dpc-5762	77	4	pulsed	pulse	VERB
dpc-5762	77	5	laser	laser	NOUN
dpc-5762	77	6	light	light	NOUN
dpc-5762	77	7	is	be	AUX
dpc-5762	77	8	absorbed	absorb	VERB
dpc-5762	77	9	by	by	ADP
dpc-5762	77	10	the	the	DET
dpc-5762	77	11	skin	skin	NOUN
dpc-5762	77	12	,	,	PUNCT
dpc-5762	77	13	causing	cause	VERB
dpc-5762	77	14	thermoelastic	thermoelastic	ADJ
dpc-5762	77	15	expansion	expansion	NOUN
dpc-5762	77	16	and	and	CCONJ
dpc-5762	77	17	generating	generate	VERB
dpc-5762	77	18	ultrasound	ultrasound	NOUN
dpc-5762	77	19	waves	wave	NOUN
dpc-5762	77	20	.	.	PUNCT
dpc-5762	78	1	these	these	DET
dpc-5762	78	2	waves	wave	NOUN
dpc-5762	78	3	are	be	AUX
dpc-5762	78	4	then	then	ADV
dpc-5762	78	5	detected	detect	VERB
dpc-5762	78	6	to	to	PART
dpc-5762	78	7	create	create	VERB
dpc-5762	78	8	images	image	NOUN
dpc-5762	78	9	.	.	PUNCT
dpc-5762	79	1	pai	pai	PROPN
dpc-5762	79	2	is	be	AUX
dpc-5762	79	3	particularly	particularly	ADV
dpc-5762	79	4	useful	useful	ADJ
dpc-5762	79	5	for	for	ADP
dpc-5762	79	6	visualizing	visualize	VERB
dpc-5762	79	7	blood	blood	NOUN
dpc-5762	79	8	vessels	vessel	NOUN
dpc-5762	79	9	,	,	PUNCT
dpc-5762	79	10	melanin	melanin	NOUN
dpc-5762	79	11	,	,	PUNCT
dpc-5762	79	12	and	and	CCONJ
dpc-5762	79	13	other	other	ADJ
dpc-5762	79	14	chromophores	chromophore	NOUN
dpc-5762	79	15	,	,	PUNCT
dpc-5762	79	16	making	make	VERB
dpc-5762	79	17	it	it	PRON
dpc-5762	79	18	suitable	suitable	ADJ
dpc-5762	79	19	for	for	ADP
dpc-5762	79	20	assessing	assess	VERB
dpc-5762	79	21	vascular	vascular	ADJ
dpc-5762	79	22	and	and	CCONJ
dpc-5762	79	23	pigmented	pigmented	ADJ
dpc-5762	79	24	lesions	lesion	NOUN
dpc-5762	79	25	,	,	PUNCT
dpc-5762	79	26	especially	especially	ADV
dpc-5762	79	27	in	in	ADP
dpc-5762	79	28	skin	skin	NOUN
dpc-5762	79	29	of	of	ADP
dpc-5762	79	30	color	color	NOUN
dpc-5762	79	31	,	,	PUNCT
dpc-5762	79	32	though	though	SCONJ
dpc-5762	79	33	there	there	PRON
dpc-5762	79	34	are	be	VERB
dpc-5762	79	35	still	still	ADV
dpc-5762	79	36	some	some	DET
dpc-5762	79	37	biases	bias	NOUN
dpc-5762	79	38	present	present	VERB
dpc-5762	79	39	[	[	X
dpc-5762	79	40	11	11	NUM
dpc-5762	79	41	]	]	PUNCT
dpc-5762	79	42	.	.	PUNCT
dpc-5762	80	1	optoacoustic	optoacoustic	ADJ
dpc-5762	80	2	imaging	imaging	NOUN
dpc-5762	80	3	similarly	similarly	ADV
dpc-5762	80	4	to	to	ADP
dpc-5762	80	5	pai	pai	PROPN
dpc-5762	80	6	,	,	PUNCT
dpc-5762	80	7	optoacoustic	optoacoustic	ADJ
dpc-5762	80	8	imaging	imaging	NOUN
dpc-5762	80	9	uses	use	VERB
dpc-5762	80	10	laser	laser	NOUN
dpc-5762	80	11	-	-	PUNCT
dpc-5762	80	12	induced	induce	VERB
dpc-5762	80	13	ultrasound	ultrasound	NOUN
dpc-5762	80	14	waves	wave	NOUN
dpc-5762	80	15	to	to	PART
dpc-5762	80	16	create	create	VERB
dpc-5762	80	17	detailed	detailed	ADJ
dpc-5762	80	18	images	image	NOUN
dpc-5762	80	19	of	of	ADP
dpc-5762	80	20	the	the	DET
dpc-5762	80	21	skin	skin	NOUN
dpc-5762	80	22	.	.	PUNCT
dpc-5762	81	1	this	this	DET
dpc-5762	81	2	technique	technique	NOUN
dpc-5762	81	3	provides	provide	VERB
dpc-5762	81	4	high	high	ADJ
dpc-5762	81	5	contrast	contrast	NOUN
dpc-5762	81	6	and	and	CCONJ
dpc-5762	81	7	resolution	resolution	NOUN
dpc-5762	81	8	and	and	CCONJ
dpc-5762	81	9	is	be	AUX
dpc-5762	81	10	effective	effective	ADJ
dpc-5762	81	11	for	for	ADP
dpc-5762	81	12	visualizing	visualize	VERB
dpc-5762	81	13	both	both	CCONJ
dpc-5762	81	14	superficial	superficial	ADJ
dpc-5762	81	15	and	and	CCONJ
dpc-5762	81	16	deeper	deep	ADJ
dpc-5762	81	17	skin	skin	NOUN
dpc-5762	81	18	layers	layer	NOUN
dpc-5762	81	19	.	.	PUNCT
dpc-5762	82	1	optoacoustic	optoacoustic	ADJ
dpc-5762	82	2	imaging	imaging	NOUN
dpc-5762	82	3	is	be	AUX
dpc-5762	82	4	valuable	valuable	ADJ
dpc-5762	82	5	for	for	ADP
dpc-5762	82	6	studying	study	VERB
dpc-5762	82	7	skin	skin	NOUN
dpc-5762	82	8	cancer	cancer	NOUN
dpc-5762	82	9	,	,	PUNCT
dpc-5762	82	10	vascular	vascular	ADJ
dpc-5762	82	11	anomalies	anomaly	NOUN
dpc-5762	82	12	,	,	PUNCT
dpc-5762	82	13	and	and	CCONJ
dpc-5762	82	14	other	other	ADJ
dpc-5762	82	15	dermatological	dermatological	ADJ
dpc-5762	82	16	conditions	condition	NOUN
dpc-5762	82	17	[	[	X
dpc-5762	82	18	12	12	NUM
dpc-5762	82	19	]	]	PUNCT
dpc-5762	82	20	.	.	PUNCT
dpc-5762	83	1	overall	overall	ADV
dpc-5762	83	2	,	,	PUNCT
dpc-5762	83	3	the	the	DET
dpc-5762	83	4	advancements	advancement	NOUN
dpc-5762	83	5	in	in	ADP
dpc-5762	83	6	skin	skin	NOUN
dpc-5762	83	7	imaging	imaging	NOUN
dpc-5762	83	8	modalities	modality	NOUN
dpc-5762	83	9	have	have	AUX
dpc-5762	83	10	significantly	significantly	ADV
dpc-5762	83	11	enhanced	enhance	VERB
dpc-5762	83	12	the	the	DET
dpc-5762	83	13	ability	ability	NOUN
dpc-5762	83	14	to	to	PART
dpc-5762	83	15	diagnose	diagnose	VERB
dpc-5762	83	16	,	,	PUNCT
dpc-5762	83	17	monitor	monitor	NOUN
dpc-5762	83	18	,	,	PUNCT
dpc-5762	83	19	and	and	CCONJ
dpc-5762	83	20	treat	treat	VERB
dpc-5762	83	21	various	various	ADJ
dpc-5762	83	22	skin	skin	NOUN
dpc-5762	83	23	conditions	condition	NOUN
dpc-5762	83	24	(	(	PUNCT
dpc-5762	83	25	figure	figure	NOUN
dpc-5762	83	26	1	1	NUM
dpc-5762	83	27	)	)	PUNCT
dpc-5762	83	28	.	.	PUNCT
dpc-5762	84	1	clinical	clinical	ADJ
dpc-5762	84	2	impact	impact	NOUN
dpc-5762	84	3	and	and	CCONJ
dpc-5762	84	4	gaps	gap	NOUN
dpc-5762	84	5	in	in	ADP
dpc-5762	84	6	skin	skin	NOUN
dpc-5762	84	7	imaging	imaging	NOUN
dpc-5762	84	8	applications	application	NOUN
dpc-5762	84	9	diagnosis	diagnosis	NOUN
dpc-5762	84	10	of	of	ADP
dpc-5762	84	11	skin	skin	NOUN
dpc-5762	84	12	diseases	disease	NOUN
dpc-5762	84	13	melanoma	melanoma	ADJ
dpc-5762	84	14	and	and	CCONJ
dpc-5762	84	15	non	non	ADJ
dpc-5762	84	16	-	-	ADJ
dpc-5762	84	17	melanoma	melanoma	ADJ
dpc-5762	84	18	skin	skin	NOUN
dpc-5762	84	19	cancers	cancer	NOUN
dpc-5762	84	20	detecting	detect	VERB
dpc-5762	84	21	melanoma	melanoma	NOUN
dpc-5762	84	22	and	and	CCONJ
dpc-5762	84	23	non	non	ADJ
dpc-5762	84	24	-	-	ADJ
dpc-5762	84	25	melanoma	melanoma	ADJ
dpc-5762	84	26	skin	skin	NOUN
dpc-5762	84	27	cancers	cancer	NOUN
dpc-5762	84	28	in	in	ADP
dpc-5762	84	29	individuals	individual	NOUN
dpc-5762	84	30	with	with	ADP
dpc-5762	84	31	darker	dark	ADJ
dpc-5762	84	32	skin	skin	NOUN
dpc-5762	84	33	tones	tone	NOUN
dpc-5762	84	34	is	be	AUX
dpc-5762	84	35	challenging	challenge	VERB
dpc-5762	84	36	due	due	ADJ
dpc-5762	84	37	to	to	ADP
dpc-5762	84	38	variations	variation	NOUN
dpc-5762	84	39	in	in	ADP
dpc-5762	84	40	lesion	lesion	NOUN
dpc-5762	84	41	appearance	appearance	NOUN
dpc-5762	84	42	and	and	CCONJ
dpc-5762	84	43	pigmentation	pigmentation	NOUN
dpc-5762	84	44	,	,	PUNCT
dpc-5762	84	45	and	and	CCONJ
dpc-5762	84	46	most	most	ADJ
dpc-5762	84	47	of	of	ADP
dpc-5762	84	48	the	the	DET
dpc-5762	84	49	data	datum	NOUN
dpc-5762	84	50	we	we	PRON
dpc-5762	84	51	have	have	VERB
dpc-5762	84	52	to	to	ADP
dpc-5762	84	53	date	date	NOUN
dpc-5762	84	54	are	be	AUX
dpc-5762	84	55	from	from	ADP
dpc-5762	84	56	white	white	ADJ
dpc-5762	84	57	patients	patient	NOUN
dpc-5762	84	58	[	[	X
dpc-5762	84	59	13	13	NUM
dpc-5762	84	60	,	,	PUNCT
dpc-5762	84	61	14	14	NUM
dpc-5762	84	62	]	]	PUNCT
dpc-5762	84	63	.	.	PUNCT
dpc-5762	85	1	traditional	traditional	ADJ
dpc-5762	85	2	imaging	imaging	NOUN
dpc-5762	85	3	methods	method	NOUN
dpc-5762	85	4	,	,	PUNCT
dpc-5762	85	5	which	which	PRON
dpc-5762	85	6	often	often	ADV
dpc-5762	85	7	rely	rely	VERB
dpc-5762	85	8	on	on	ADP
dpc-5762	85	9	color	color	NOUN
dpc-5762	85	10	contrast	contrast	NOUN
dpc-5762	85	11	between	between	ADP
dpc-5762	85	12	lesions	lesion	NOUN
dpc-5762	85	13	and	and	CCONJ
dpc-5762	85	14	surrounding	surround	VERB
dpc-5762	85	15	skin	skin	NOUN
dpc-5762	85	16	,	,	PUNCT
dpc-5762	85	17	may	may	AUX
dpc-5762	85	18	not	not	PART
dpc-5762	85	19	be	be	AUX
dpc-5762	85	20	as	as	ADV
dpc-5762	85	21	effective	effective	ADJ
dpc-5762	85	22	in	in	ADP
dpc-5762	85	23	detecting	detect	VERB
dpc-5762	85	24	early	early	ADJ
dpc-5762	85	25	-	-	PUNCT
dpc-5762	85	26	stage	stage	NOUN
dpc-5762	85	27	cancers	cancer	NOUN
dpc-5762	85	28	or	or	CCONJ
dpc-5762	85	29	distinguishing	distinguish	VERB
dpc-5762	85	30	malignant	malignant	NOUN
dpc-5762	85	31	from	from	ADP
dpc-5762	85	32	benign	benign	ADJ
dpc-5762	85	33	lesions	lesion	NOUN
dpc-5762	85	34	in	in	ADP
dpc-5762	85	35	darker	dark	ADJ
dpc-5762	85	36	skin	skin	NOUN
dpc-5762	85	37	tones	tone	NOUN
dpc-5762	85	38	.	.	PUNCT
dpc-5762	86	1	advanced	advanced	ADJ
dpc-5762	86	2	imaging	imaging	NOUN
dpc-5762	86	3	technologies	technology	NOUN
dpc-5762	86	4	have	have	AUX
dpc-5762	86	5	been	be	AUX
dpc-5762	86	6	developed	develop	VERB
dpc-5762	86	7	to	to	PART
dpc-5762	86	8	address	address	VERB
dpc-5762	86	9	these	these	DET
dpc-5762	86	10	challenges	challenge	NOUN
dpc-5762	86	11	,	,	PUNCT
dpc-5762	86	12	as	as	SCONJ
dpc-5762	86	13	was	be	AUX
dpc-5762	86	14	discussed	discuss	VERB
dpc-5762	86	15	with	with	ADP
dpc-5762	86	16	the	the	DET
dpc-5762	86	17	many	many	ADJ
dpc-5762	86	18	examples	example	NOUN
dpc-5762	86	19	given	give	VERB
dpc-5762	86	20	in	in	ADP
dpc-5762	86	21	section	section	NOUN
dpc-5762	86	22	3	3	NUM
dpc-5762	86	23	on	on	ADP
dpc-5762	86	24	‘	'	PUNCT
dpc-5762	86	25	imaging	imaging	NOUN
dpc-5762	86	26	modalities	modality	NOUN
dpc-5762	86	27	’	'	PUNCT
dpc-5762	86	28	.	.	PUNCT
dpc-5762	87	1	these	these	DET
dpc-5762	87	2	techniques	technique	NOUN
dpc-5762	87	3	enable	enable	VERB
dpc-5762	87	4	dermatologists	dermatologist	NOUN
dpc-5762	87	5	to	to	PART
dpc-5762	87	6	visualize	visualize	VERB
dpc-5762	87	7	structures	structure	NOUN
dpc-5762	87	8	beneath	beneath	ADP
dpc-5762	87	9	the	the	DET
dpc-5762	87	10	skin	skin	NOUN
dpc-5762	87	11	’s	’s	PART
dpc-5762	87	12	surface	surface	NOUN
dpc-5762	87	13	,	,	PUNCT
dpc-5762	87	14	enhancing	enhance	VERB
dpc-5762	87	15	the	the	DET
dpc-5762	87	16	4	4	NUM
dpc-5762	87	17	review	review	NOUN
dpc-5762	87	18	|	|	ADV
dpc-5762	87	19	dermatol	dermatol	ADJ
dpc-5762	87	20	pract	pract	NOUN
dpc-5762	87	21	concept	concept	NOUN
dpc-5762	87	22	.	.	PUNCT
dpc-5762	88	1	2025;15(4):5762	2025;15(4):5762	NUM
dpc-5762	88	2	op	op	NOUN
dpc-5762	88	3	tic	tic	PROPN
dpc-5762	88	4	al	al	PROPN
dpc-5762	89	1	i	i	PROPN
dpc-5762	89	2	m	m	VERB
dpc-5762	89	3	ag	ag	PROPN
dpc-5762	89	4	in	in	ADP
dpc-5762	89	5	g	g	PROPN
dpc-5762	89	6	no	no	DET
dpc-5762	89	7	nop	nop	PROPN
dpc-5762	89	8	tic	tic	PROPN
dpc-5762	89	9	al	al	PROPN
dpc-5762	90	1	i	i	PROPN
dpc-5762	90	2	m	m	VERB
dpc-5762	90	3	ag	ag	PROPN
dpc-5762	90	4	in	in	ADP
dpc-5762	90	5	g	g	PROPN
dpc-5762	90	6	hy	hy	NOUN
dpc-5762	91	1	br	br	INTJ
dpc-5762	92	1	i	i	INTJ
dpc-5762	92	2	d	d	PROPN
dpc-5762	93	1	i	i	PRON
dpc-5762	93	2	m	m	VERB
dpc-5762	93	3	ag	ag	PROPN
dpc-5762	93	4	in	in	ADP
dpc-5762	93	5	gt	gt	PROPN
dpc-5762	93	6	ec	ec	PROPN
dpc-5762	94	1	hn	hn	INTJ
dpc-5762	94	2	iq	iq	INTJ
dpc-5762	94	3	ue	ue	PROPN
dpc-5762	94	4	s	s	PROPN
dpc-5762	94	5	de	de	PROPN
dpc-5762	94	6	rm	rm	PROPN
dpc-5762	94	7	at	at	ADP
dpc-5762	94	8	os	os	PROPN
dpc-5762	94	9	co	co	INTJ
dpc-5762	94	10	py	py	PROPN
dpc-5762	94	11	co	co	INTJ
dpc-5762	94	12	nf	nf	PROPN
dpc-5762	94	13	oc	oc	PROPN
dpc-5762	94	14	al	al	PROPN
dpc-5762	94	15	la	la	PROPN
dpc-5762	94	16	se	se	PROPN
dpc-5762	94	17	rs	rs	PROPN
dpc-5762	94	18	ca	can	AUX
dpc-5762	94	19	nn	nn	PROPN
dpc-5762	94	20	in	in	ADP
dpc-5762	94	21	gm	gm	PROPN
dpc-5762	94	22	icr	icr	PROPN
dpc-5762	95	1	os	os	PROPN
dpc-5762	96	1	co	co	INTJ
dpc-5762	96	2	py	py	PROPN
dpc-5762	96	3	mu	mu	PROPN
dpc-5762	96	4	lti	lti	PROPN
dpc-5762	96	5	ph	ph	PROPN
dpc-5762	96	6	ot	ot	PROPN
dpc-5762	96	7	on	on	ADP
dpc-5762	96	8	mi	mi	PROPN
dpc-5762	96	9	cr	cr	PROPN
dpc-5762	96	10	os	os	PROPN
dpc-5762	96	11	co	co	INTJ
dpc-5762	96	12	py	py	PROPN
dpc-5762	96	13	ul	ul	INTJ
dpc-5762	96	14	tra	tra	PROPN
dpc-5762	97	1	so	so	ADV
dpc-5762	97	2	un	un	PROPN
dpc-5762	98	1	d	d	PROPN
dpc-5762	98	2	i	i	PROPN
dpc-5762	98	3	m	m	PROPN
dpc-5762	98	4	ag	ag	PROPN
dpc-5762	98	5	ing	ing	PROPN
dpc-5762	98	6	ma	ma	PROPN
dpc-5762	98	7	gn	gn	PROPN
dpc-5762	98	8	et	et	PROPN
dpc-5762	98	9	ic	ic	PROPN
dpc-5762	98	10	re	re	VERB
dpc-5762	98	11	so	so	ADV
dpc-5762	98	12	na	na	ADP
dpc-5762	98	13	nc	nc	PROPN
dpc-5762	98	14	e	e	PROPN
dpc-5762	99	1	i	i	PROPN
dpc-5762	99	2	m	m	VERB
dpc-5762	99	3	ag	ag	PROPN
dpc-5762	99	4	in	in	ADP
dpc-5762	99	5	g	g	PROPN
dpc-5762	99	6	te	te	INTJ
dpc-5762	99	7	ra	ra	PROPN
dpc-5762	100	1	he	he	PRON
dpc-5762	100	2	rtz	rtz	VERB
dpc-5762	100	3	i	i	PRON
dpc-5762	100	4	m	m	VERB
dpc-5762	100	5	ag	ag	PROPN
dpc-5762	100	6	in	in	ADP
dpc-5762	100	7	g	g	PROPN
dpc-5762	100	8	ph	ph	PROPN
dpc-5762	100	9	ot	ot	INTJ
dpc-5762	100	10	oa	oa	X
dpc-5762	100	11	co	co	VERB
dpc-5762	100	12	us	us	PROPN
dpc-5762	100	13	tic	tic	PROPN
dpc-5762	101	1	i	i	PROPN
dpc-5762	101	2	m	m	VERB
dpc-5762	101	3	ag	ag	PROPN
dpc-5762	101	4	in	in	ADP
dpc-5762	101	5	g	g	PROPN
dpc-5762	101	6	op	op	NOUN
dpc-5762	101	7	to	to	ADP
dpc-5762	101	8	ac	ac	PROPN
dpc-5762	101	9	ou	ou	PROPN
dpc-5762	101	10	sti	sti	PROPN
dpc-5762	101	11	ci	ci	PROPN
dpc-5762	101	12	m	m	PROPN
dpc-5762	101	13	ag	ag	PROPN
dpc-5762	101	14	in	in	ADP
dpc-5762	101	15	g	g	PROPN
dpc-5762	101	16	i	i	PROPN
dpc-5762	101	17	m	m	VERB
dpc-5762	101	18	ag	ag	PROPN
dpc-5762	101	19	in	in	ADP
dpc-5762	101	20	gm	gm	PROPN
dpc-5762	102	1	od	od	PROPN
dpc-5762	102	2	ali	ali	PROPN
dpc-5762	102	3	tie	tie	VERB
dpc-5762	102	4	s	s	PART
dpc-5762	102	5	op	op	NOUN
dpc-5762	102	6	tic	tic	PROPN
dpc-5762	102	7	al	al	PROPN
dpc-5762	103	1	i	i	PROPN
dpc-5762	103	2	m	m	VERB
dpc-5762	103	3	ag	ag	PROPN
dpc-5762	103	4	in	in	ADP
dpc-5762	103	5	g	g	PROPN
dpc-5762	103	6	no	no	DET
dpc-5762	103	7	nop	nop	PROPN
dpc-5762	103	8	tic	tic	PROPN
dpc-5762	103	9	al	al	PROPN
dpc-5762	104	1	i	i	PROPN
dpc-5762	104	2	m	m	VERB
dpc-5762	104	3	ag	ag	PROPN
dpc-5762	104	4	in	in	ADP
dpc-5762	104	5	g	g	PROPN
dpc-5762	104	6	hy	hy	NOUN
dpc-5762	105	1	br	br	INTJ
dpc-5762	106	1	i	i	INTJ
dpc-5762	106	2	d	d	PROPN
dpc-5762	107	1	i	i	PRON
dpc-5762	107	2	m	m	VERB
dpc-5762	107	3	ag	ag	PROPN
dpc-5762	107	4	in	in	ADP
dpc-5762	107	5	gt	gt	PROPN
dpc-5762	107	6	ec	ec	PROPN
dpc-5762	108	1	hn	hn	INTJ
dpc-5762	108	2	iq	iq	INTJ
dpc-5762	108	3	ue	ue	PROPN
dpc-5762	108	4	s	s	PROPN
dpc-5762	108	5	de	de	PROPN
dpc-5762	108	6	rm	rm	PROPN
dpc-5762	108	7	at	at	ADP
dpc-5762	108	8	os	os	PROPN
dpc-5762	108	9	co	co	INTJ
dpc-5762	108	10	py	py	PROPN
dpc-5762	108	11	en	en	INTJ
dpc-5762	108	12	ha	ha	PROPN
dpc-5762	108	13	nc	nc	PROPN
dpc-5762	108	14	ed	ed	PROPN
dpc-5762	108	15	vi	vi	PROPN
dpc-5762	108	16	su	su	PROPN
dpc-5762	108	17	al	al	PROPN
dpc-5762	108	18	iza	iza	PROPN
dpc-5762	108	19	tio	tio	PROPN
dpc-5762	108	20	n	n	PROPN
dpc-5762	108	21	of	of	ADP
dpc-5762	108	22	le	le	X
dpc-5762	108	23	sio	sio	PROPN
dpc-5762	108	24	ns	ns	PROPN
dpc-5762	108	25	ea	ea	PROPN
dpc-5762	108	26	rly	rly	ADV
dpc-5762	108	27	de	de	X
dpc-5762	108	28	te	te	PROPN
dpc-5762	108	29	ct	ct	PROPN
dpc-5762	108	30	io	io	PROPN
dpc-5762	108	31	n	n	PROPN
dpc-5762	108	32	of	of	ADP
dpc-5762	108	33	sk	sk	NOUN
dpc-5762	108	34	in	in	ADP
dpc-5762	108	35	ca	ca	PROPN
dpc-5762	108	36	nc	nc	PROPN
dpc-5762	108	37	er	er	INTJ
dpc-5762	108	38	co	co	INTJ
dpc-5762	108	39	nf	nf	PROPN
dpc-5762	108	40	oc	oc	PROPN
dpc-5762	108	41	al	al	PROPN
dpc-5762	108	42	la	la	PROPN
dpc-5762	108	43	se	se	PROPN
dpc-5762	108	44	rs	rs	PROPN
dpc-5762	108	45	ca	can	AUX
dpc-5762	108	46	nn	nn	PROPN
dpc-5762	108	47	in	in	ADP
dpc-5762	108	48	gm	gm	PROPN
dpc-5762	108	49	icr	icr	PROPN
dpc-5762	109	1	os	os	PROPN
dpc-5762	110	1	co	co	INTJ
dpc-5762	110	2	py	py	PROPN
dpc-5762	110	3	hi	hi	INTJ
dpc-5762	110	4	gh	gh	PROPN
dpc-5762	110	5	-r	-r	PROPN
dpc-5762	110	6	es	es	X
dpc-5762	110	7	ol	ol	PROPN
dpc-5762	110	8	ut	ut	PROPN
dpc-5762	110	9	io	io	PROPN
dpc-5762	111	1	n	n	PROPN
dpc-5762	112	1	i	i	PRON
dpc-5762	112	2	m	m	VERB
dpc-5762	112	3	ag	ag	PROPN
dpc-5762	112	4	ing	ing	PROPN
dpc-5762	112	5	ce	ce	PROPN
dpc-5762	112	6	llu	llu	PROPN
dpc-5762	113	1	la	la	PROPN
dpc-5762	113	2	ra	ra	PROPN
dpc-5762	113	3	nd	nd	INTJ
dpc-5762	113	4	su	su	PROPN
dpc-5762	113	5	bc	bc	PROPN
dpc-5762	113	6	el	el	PROPN
dpc-5762	113	7	lu	lu	PROPN
dpc-5762	113	8	lar	lar	PROPN
dpc-5762	113	9	an	an	DET
dpc-5762	113	10	al	al	PROPN
dpc-5762	113	11	ys	ys	PROPN
dpc-5762	113	12	is	be	AUX
dpc-5762	113	13	di	di	X
dpc-5762	113	14	ag	ag	PROPN
dpc-5762	114	1	no	no	DET
dpc-5762	114	2	sis	sis	NOUN
dpc-5762	114	3	of	of	ADP
dpc-5762	114	4	sk	sk	NOUN
dpc-5762	114	5	in	in	ADP
dpc-5762	114	6	ca	ca	PROPN
dpc-5762	114	7	nc	nc	PROPN
dpc-5762	115	1	er	er	INTJ
dpc-5762	115	2	s	s	PROPN
dpc-5762	115	3	mu	mu	PROPN
dpc-5762	115	4	lti	lti	PROPN
dpc-5762	115	5	ph	ph	PROPN
dpc-5762	115	6	ot	ot	PROPN
dpc-5762	115	7	on	on	ADP
dpc-5762	115	8	mi	mi	PROPN
dpc-5762	115	9	cr	cr	PROPN
dpc-5762	115	10	os	os	PROPN
dpc-5762	115	11	co	co	INTJ
dpc-5762	115	12	py	py	PROPN
dpc-5762	115	13	de	de	PROPN
dpc-5762	115	14	ep	ep	PROPN
dpc-5762	115	15	pe	pe	PROPN
dpc-5762	115	16	ne	ne	PROPN
dpc-5762	115	17	tra	tra	PROPN
dpc-5762	115	18	tio	tio	PROPN
dpc-5762	115	19	n	n	X
dpc-5762	115	20	re	re	VERB
dpc-5762	115	21	du	du	PROPN
dpc-5762	115	22	ce	ce	PROPN
dpc-5762	115	23	d	d	PROPN
dpc-5762	115	24	ph	ph	PROPN
dpc-5762	115	25	ot	ot	INTJ
dpc-5762	115	26	od	od	X
dpc-5762	115	27	am	be	AUX
dpc-5762	115	28	ag	ag	PROPN
dpc-5762	115	29	e	e	PROPN
dpc-5762	115	30	st	st	PROPN
dpc-5762	116	1	ud	ud	INTJ
dpc-5762	116	2	yo	yo	INTJ
dpc-5762	116	3	fd	fd	PROPN
dpc-5762	116	4	yn	yn	PROPN
dpc-5762	116	5	am	be	AUX
dpc-5762	116	6	ic	ic	INTJ
dpc-5762	116	7	sk	sk	NOUN
dpc-5762	116	8	in	in	ADP
dpc-5762	116	9	pr	pr	NOUN
dpc-5762	116	10	oc	oc	ADP
dpc-5762	116	11	es	es	X
dpc-5762	116	12	se	se	PROPN
dpc-5762	116	13	s	s	PROPN
dpc-5762	116	14	ul	ul	PROPN
dpc-5762	116	15	tra	tra	PROPN
dpc-5762	117	1	so	so	PROPN
dpc-5762	117	2	un	un	PROPN
dpc-5762	118	1	d	d	PROPN
dpc-5762	118	2	i	i	PROPN
dpc-5762	118	3	m	m	VERB
dpc-5762	118	4	ag	ag	PROPN
dpc-5762	118	5	ing	ing	PROPN
dpc-5762	118	6	de	de	PROPN
dpc-5762	118	7	ta	ta	PROPN
dpc-5762	118	8	ile	ile	PROPN
dpc-5762	118	9	d	d	PROPN
dpc-5762	118	10	sk	sk	PROPN
dpc-5762	118	11	in	in	ADP
dpc-5762	118	12	st	st	PROPN
dpc-5762	118	13	ru	ru	PROPN
dpc-5762	119	1	ct	ct	INTJ
dpc-5762	119	2	ur	ur	INTJ
dpc-5762	120	1	e	e	PROPN
dpc-5762	120	2	i	i	NOUN
dpc-5762	120	3	m	m	VERB
dpc-5762	120	4	ag	ag	PROPN
dpc-5762	120	5	in	in	ADP
dpc-5762	120	6	g	g	PROPN
dpc-5762	120	7	ev	ev	X
dpc-5762	120	8	alu	alu	NOUN
dpc-5762	120	9	at	at	ADP
dpc-5762	120	10	ion	ion	NOUN
dpc-5762	120	11	of	of	ADP
dpc-5762	120	12	sk	sk	NOUN
dpc-5762	120	13	in	in	ADP
dpc-5762	120	14	tu	tu	PROPN
dpc-5762	120	15	m	m	PROPN
dpc-5762	120	16	or	or	CCONJ
dpc-5762	120	17	s	s	PROPN
dpc-5762	120	18	mo	mo	PROPN
dpc-5762	120	19	ni	ni	PROPN
dpc-5762	120	20	to	to	ADP
dpc-5762	120	21	rin	rin	PROPN
dpc-5762	120	22	gw	gw	PROPN
dpc-5762	121	1	ou	ou	INTJ
dpc-5762	121	2	nd	nd	INTJ
dpc-5762	121	3	he	he	PRON
dpc-5762	121	4	al	al	PROPN
dpc-5762	121	5	in	in	ADP
dpc-5762	121	6	g	g	PROPN
dpc-5762	121	7	ma	ma	PROPN
dpc-5762	121	8	gn	gn	PROPN
dpc-5762	121	9	et	et	PROPN
dpc-5762	121	10	ic	ic	PROPN
dpc-5762	121	11	re	re	VERB
dpc-5762	121	12	so	so	ADV
dpc-5762	121	13	na	na	ADP
dpc-5762	121	14	nc	nc	PROPN
dpc-5762	121	15	e	e	PROPN
dpc-5762	122	1	i	i	PROPN
dpc-5762	122	2	m	m	VERB
dpc-5762	122	3	ag	ag	PROPN
dpc-5762	122	4	in	in	ADP
dpc-5762	122	5	g	g	PROPN
dpc-5762	122	6	hi	hi	INTJ
dpc-5762	122	7	gh	gh	PROPN
dpc-5762	122	8	-c	-c	PUNCT
dpc-5762	122	9	on	on	ADP
dpc-5762	122	10	tra	tra	PROPN
dpc-5762	122	11	st	st	PROPN
dpc-5762	123	1	i	i	PROPN
dpc-5762	123	2	m	m	VERB
dpc-5762	123	3	ag	ag	PROPN
dpc-5762	123	4	in	in	ADP
dpc-5762	123	5	g	g	PROPN
dpc-5762	123	6	de	de	X
dpc-5762	123	7	ta	ta	PROPN
dpc-5762	123	8	ile	ile	PROPN
dpc-5762	123	9	da	da	PROPN
dpc-5762	123	10	sse	sse	PROPN
dpc-5762	123	11	ssm	ssm	PROPN
dpc-5762	123	12	en	en	ADP
dpc-5762	123	13	to	to	PART
dpc-5762	123	14	fs	fs	ADP
dpc-5762	123	15	kin	kin	PROPN
dpc-5762	123	16	tu	tu	PROPN
dpc-5762	123	17	mo	mo	PROPN
dpc-5762	123	18	rs	rs	PROPN
dpc-5762	124	1	te	te	INTJ
dpc-5762	124	2	ra	ra	INTJ
dpc-5762	125	1	he	he	PRON
dpc-5762	125	2	rtz	rtz	VERB
dpc-5762	125	3	i	i	PRON
dpc-5762	125	4	m	m	VERB
dpc-5762	125	5	ag	ag	PROPN
dpc-5762	125	6	in	in	ADP
dpc-5762	125	7	g	g	PROPN
dpc-5762	125	8	pe	pe	PROPN
dpc-5762	125	9	ne	ne	PROPN
dpc-5762	125	10	tra	tra	PROPN
dpc-5762	125	11	tio	tio	PROPN
dpc-5762	125	12	n	n	PROPN
dpc-5762	125	13	of	of	ADP
dpc-5762	125	14	sk	sk	NOUN
dpc-5762	125	15	in	in	ADP
dpc-5762	125	16	no	no	DET
dpc-5762	125	17	nin	nin	PROPN
dpc-5762	125	18	va	va	PROPN
dpc-5762	125	19	siv	siv	PROPN
dpc-5762	125	20	e	e	PROPN
dpc-5762	125	21	ca	can	AUX
dpc-5762	125	22	nc	nc	PROPN
dpc-5762	125	23	er	er	INTJ
dpc-5762	125	24	de	de	PROPN
dpc-5762	125	25	te	te	PROPN
dpc-5762	125	26	ct	ct	PROPN
dpc-5762	125	27	ion	ion	NOUN
dpc-5762	125	28	ex	ex	X
dpc-5762	126	1	pe	pe	INTJ
dpc-5762	126	2	rim	rim	VERB
dpc-5762	126	3	en	en	INTJ
dpc-5762	126	4	ta	ta	X
dpc-5762	127	1	ls	ls	INTJ
dpc-5762	127	2	ta	ta	PROPN
dpc-5762	127	3	ge	ge	PROPN
dpc-5762	127	4	ph	ph	PROPN
dpc-5762	127	5	ot	ot	INTJ
dpc-5762	127	6	oa	oa	X
dpc-5762	127	7	co	co	VERB
dpc-5762	127	8	us	us	PROPN
dpc-5762	127	9	tic	tic	PROPN
dpc-5762	128	1	i	i	PROPN
dpc-5762	128	2	m	m	VERB
dpc-5762	128	3	ag	ag	PROPN
dpc-5762	128	4	in	in	ADP
dpc-5762	128	5	g	g	PROPN
dpc-5762	128	6	hi	hi	INTJ
dpc-5762	128	7	gh	gh	PROPN
dpc-5762	128	8	-r	-r	PROPN
dpc-5762	128	9	es	es	X
dpc-5762	128	10	ol	ol	PROPN
dpc-5762	128	11	ut	ut	PROPN
dpc-5762	128	12	ion	ion	NOUN
dpc-5762	128	13	an	an	PRON
dpc-5762	129	1	d	d	X
dpc-5762	129	2	hi	hi	INTJ
dpc-5762	129	3	gh	gh	PROPN
dpc-5762	129	4	-c	-c	PUNCT
dpc-5762	129	5	on	on	ADP
dpc-5762	129	6	tra	tra	PROPN
dpc-5762	129	7	st	st	PROPN
dpc-5762	129	8	vi	vi	PROPN
dpc-5762	129	9	su	su	PROPN
dpc-5762	129	10	ali	ali	PROPN
dpc-5762	129	11	za	za	PROPN
dpc-5762	129	12	tio	tio	PROPN
dpc-5762	130	1	n	n	PROPN
dpc-5762	130	2	of	of	ADP
dpc-5762	130	3	bl	bl	INTJ
dpc-5762	130	4	oo	oo	INTJ
dpc-5762	130	5	d	d	INTJ
dpc-5762	130	6	ve	ve	VERB
dpc-5762	130	7	sse	sse	VERB
dpc-5762	131	1	ls	ls	PROPN
dpc-5762	131	2	an	an	PROPN
dpc-5762	131	3	d	d	X
dpc-5762	131	4	me	i	PRON
dpc-5762	131	5	lan	lan	NOUN
dpc-5762	131	6	in	in	ADP
dpc-5762	131	7	op	op	NOUN
dpc-5762	131	8	to	to	ADP
dpc-5762	131	9	ac	ac	PROPN
dpc-5762	131	10	ou	ou	PROPN
dpc-5762	131	11	sti	sti	PROPN
dpc-5762	131	12	ci	ci	PROPN
dpc-5762	131	13	m	m	PROPN
dpc-5762	131	14	ag	ag	PROPN
dpc-5762	131	15	in	in	ADP
dpc-5762	131	16	g	g	PROPN
dpc-5762	131	17	la	la	X
dpc-5762	131	18	se	se	X
dpc-5762	131	19	r	r	X
dpc-5762	131	20	-	-	PUNCT
dpc-5762	131	21	i	i	PRON
dpc-5762	131	22	nd	nd	NOUN
dpc-5762	131	23	uc	uc	INTJ
dpc-5762	132	1	ed	ed	NOUN
dpc-5762	132	2	ul	ul	INTJ
dpc-5762	132	3	tra	tra	PROPN
dpc-5762	133	1	so	so	PROPN
dpc-5762	133	2	un	un	PROPN
dpc-5762	133	3	d	d	PROPN
dpc-5762	133	4	wa	wa	X
dpc-5762	133	5	ve	ve	PROPN
dpc-5762	133	6	s	s	X
dpc-5762	133	7	de	de	X
dpc-5762	133	8	ta	ta	PROPN
dpc-5762	133	9	ile	ile	PROPN
dpc-5762	134	1	d	d	PROPN
dpc-5762	134	2	i	i	PRON
dpc-5762	134	3	m	m	VERB
dpc-5762	134	4	ag	ag	PROPN
dpc-5762	134	5	es	es	X
dpc-5762	134	6	of	of	ADP
dpc-5762	134	7	su	su	PROPN
dpc-5762	134	8	pe	pe	PROPN
dpc-5762	134	9	rfi	rfi	PROPN
dpc-5762	134	10	cia	cia	PROPN
dpc-5762	134	11	la	la	PROPN
dpc-5762	134	12	nd	nd	PROPN
dpc-5762	134	13	de	de	PROPN
dpc-5762	134	14	ep	ep	PROPN
dpc-5762	134	15	sk	sk	NOUN
dpc-5762	134	16	in	in	ADP
dpc-5762	134	17	la	la	PRON
dpc-5762	134	18	ye	ye	PROPN
dpc-5762	134	19	rs	rs	PROPN
dpc-5762	134	20	st	st	PROPN
dpc-5762	135	1	ud	ud	INTJ
dpc-5762	135	2	yo	yo	PROPN
dpc-5762	135	3	fs	fs	PROPN
dpc-5762	135	4	kin	kin	PROPN
dpc-5762	136	1	ca	ca	AUX
dpc-5762	136	2	nc	nc	PROPN
dpc-5762	136	3	er	er	INTJ
dpc-5762	136	4	an	an	PROPN
dpc-5762	136	5	d	d	PROPN
dpc-5762	136	6	va	va	PROPN
dpc-5762	136	7	sc	sc	PROPN
dpc-5762	136	8	ul	ul	INTJ
dpc-5762	136	9	ar	ar	PROPN
dpc-5762	136	10	an	an	DET
dpc-5762	136	11	om	om	PROPN
dpc-5762	136	12	ali	ali	PROPN
dpc-5762	136	13	es	es	PROPN
dpc-5762	136	14	fi	fi	PROPN
dpc-5762	136	15	gu	gu	X
dpc-5762	136	16	re	re	PROPN
dpc-5762	136	17	1	1	NUM
dpc-5762	136	18	.	.	PUNCT
dpc-5762	137	1	k	k	NOUN
dpc-5762	137	2	ey	ey	INTJ
dpc-5762	138	1	i	i	PRON
dpc-5762	138	2	m	m	VERB
dpc-5762	138	3	ag	ag	PROPN
dpc-5762	138	4	in	in	ADP
dpc-5762	138	5	g	g	PROPN
dpc-5762	138	6	m	m	PROPN
dpc-5762	138	7	od	od	PROPN
dpc-5762	138	8	al	al	PROPN
dpc-5762	138	9	it	it	PRON
dpc-5762	138	10	ie	ie	ADV
dpc-5762	138	11	s	s	VERB
dpc-5762	138	12	in	in	ADP
dpc-5762	138	13	d	d	PROPN
dpc-5762	138	14	er	er	INTJ
dpc-5762	138	15	m	m	VERB
dpc-5762	138	16	at	at	ADP
dpc-5762	138	17	ol	ol	PROPN
dpc-5762	138	18	og	og	PROPN
dpc-5762	138	19	y.	y.	PROPN
dpc-5762	138	20	t	t	PROPN
dpc-5762	139	1	hi	hi	INTJ
dpc-5762	139	2	s	s	VERB
dpc-5762	139	3	fl	fl	INTJ
dpc-5762	139	4	ow	ow	INTJ
dpc-5762	139	5	ch	ch	PROPN
dpc-5762	139	6	ar	ar	PROPN
dpc-5762	139	7	t	t	PROPN
dpc-5762	139	8	ill	ill	VERB
dpc-5762	139	9	us	we	PRON
dpc-5762	139	10	tr	tr	VERB
dpc-5762	139	11	at	at	ADP
dpc-5762	139	12	es	es	X
dpc-5762	139	13	t	t	NOUN
dpc-5762	140	1	he	he	PRON
dpc-5762	141	1	p	p	PROPN
dpc-5762	141	2	ri	ri	PROPN
dpc-5762	141	3	m	m	PROPN
dpc-5762	141	4	ar	ar	PROPN
dpc-5762	141	5	y	y	PROPN
dpc-5762	142	1	i	i	PROPN
dpc-5762	142	2	m	m	VERB
dpc-5762	142	3	ag	ag	PROPN
dpc-5762	142	4	in	in	ADP
dpc-5762	142	5	g	g	PROPN
dpc-5762	142	6	m	m	PROPN
dpc-5762	142	7	od	od	PROPN
dpc-5762	142	8	al	al	PROPN
dpc-5762	142	9	it	it	PRON
dpc-5762	142	10	ie	ie	ADV
dpc-5762	142	11	s	s	VERB
dpc-5762	142	12	us	we	PRON
dpc-5762	142	13	ed	ed	NOUN
dpc-5762	142	14	in	in	ADP
dpc-5762	142	15	d	d	PROPN
dpc-5762	142	16	er	er	INTJ
dpc-5762	142	17	m	m	VERB
dpc-5762	142	18	at	at	ADP
dpc-5762	142	19	ol	ol	PROPN
dpc-5762	142	20	og	og	PROPN
dpc-5762	142	21	y	y	PROPN
dpc-5762	142	22	,	,	PUNCT
dpc-5762	142	23	c	c	PROPN
dpc-5762	142	24	at	at	ADP
dpc-5762	142	25	eg	eg	NOUN
dpc-5762	142	26	or	or	CCONJ
dpc-5762	142	27	iz	iz	INTJ
dpc-5762	142	28	ed	ed	NOUN
dpc-5762	142	29	in	in	ADP
dpc-5762	142	30	to	to	ADP
dpc-5762	142	31	o	o	PROPN
dpc-5762	142	32	pt	pt	PROPN
dpc-5762	142	33	ic	ic	PROPN
dpc-5762	142	34	al	al	PROPN
dpc-5762	142	35	,	,	PUNCT
dpc-5762	142	36	n	n	CCONJ
dpc-5762	143	1	on	on	ADP
dpc-5762	143	2	-o	-o	INTJ
dpc-5762	143	3	pt	pt	INTJ
dpc-5762	143	4	ic	ic	PROPN
dpc-5762	143	5	al	al	PROPN
dpc-5762	143	6	,	,	PUNCT
dpc-5762	143	7	a	a	DET
dpc-5762	143	8	nd	nd	NOUN
dpc-5762	143	9	h	h	NOUN
dpc-5762	143	10	yb	yb	INTJ
dpc-5762	143	11	ri	ri	PROPN
dpc-5762	144	1	d	d	X
dpc-5762	144	2	te	te	PROPN
dpc-5762	144	3	ch	ch	PROPN
dpc-5762	144	4	ni	ni	PROPN
dpc-5762	144	5	qu	qu	PROPN
dpc-5762	144	6	es	es	PROPN
dpc-5762	144	7	.	.	PUNCT
dpc-5762	145	1	review	review	VERB
dpc-5762	145	2	|	|	ADV
dpc-5762	145	3	dermatol	dermatol	ADJ
dpc-5762	145	4	pract	pract	NOUN
dpc-5762	145	5	concept	concept	NOUN
dpc-5762	145	6	.	.	PUNCT
dpc-5762	146	1	2025;15(4):5762	2025;15(4):5762	NUM
dpc-5762	146	2	5	5	NUM
dpc-5762	146	3	detection	detection	NOUN
dpc-5762	146	4	of	of	ADP
dpc-5762	146	5	subtle	subtle	ADJ
dpc-5762	146	6	morphological	morphological	ADJ
dpc-5762	146	7	changes	change	NOUN
dpc-5762	146	8	associated	associate	VERB
dpc-5762	146	9	with	with	ADP
dpc-5762	146	10	malignancy	malignancy	NOUN
dpc-5762	146	11	.	.	PUNCT
dpc-5762	147	1	by	by	ADP
dpc-5762	147	2	improving	improve	VERB
dpc-5762	147	3	diagnostic	diagnostic	ADJ
dpc-5762	147	4	accuracy	accuracy	NOUN
dpc-5762	147	5	,	,	PUNCT
dpc-5762	147	6	these	these	DET
dpc-5762	147	7	technologies	technology	NOUN
dpc-5762	147	8	improve	improve	VERB
dpc-5762	147	9	the	the	DET
dpc-5762	147	10	chances	chance	NOUN
dpc-5762	147	11	that	that	SCONJ
dpc-5762	147	12	individuals	individual	NOUN
dpc-5762	147	13	with	with	ADP
dpc-5762	147	14	skin	skin	NOUN
dpc-5762	147	15	of	of	ADP
dpc-5762	147	16	color	color	NOUN
dpc-5762	147	17	receive	receive	VERB
dpc-5762	147	18	timely	timely	ADJ
dpc-5762	147	19	and	and	CCONJ
dpc-5762	147	20	appropriate	appropriate	ADJ
dpc-5762	147	21	treatment	treatment	NOUN
dpc-5762	147	22	,	,	PUNCT
dpc-5762	147	23	thereby	thereby	ADV
dpc-5762	147	24	reducing	reduce	VERB
dpc-5762	147	25	disparities	disparity	NOUN
dpc-5762	147	26	in	in	ADP
dpc-5762	147	27	cancer	cancer	NOUN
dpc-5762	147	28	outcomes	outcome	NOUN
dpc-5762	147	29	,	,	PUNCT
dpc-5762	147	30	which	which	PRON
dpc-5762	147	31	can	can	AUX
dpc-5762	147	32	be	be	AUX
dpc-5762	147	33	seen	see	VERB
dpc-5762	147	34	in	in	ADP
dpc-5762	147	35	figure	figure	NOUN
dpc-5762	147	36	2	2	NUM
dpc-5762	147	37	below	below	ADV
dpc-5762	147	38	.	.	PUNCT
dpc-5762	148	1	one	one	NUM
dpc-5762	148	2	such	such	ADJ
dpc-5762	148	3	example	example	NOUN
dpc-5762	148	4	is	be	AUX
dpc-5762	148	5	below	below	ADV
dpc-5762	148	6	,	,	PUNCT
dpc-5762	148	7	in	in	ADP
dpc-5762	148	8	a	a	DET
dpc-5762	148	9	study	study	NOUN
dpc-5762	148	10	done	do	VERB
dpc-5762	148	11	by	by	ADP
dpc-5762	148	12	wang	wang	PROPN
dpc-5762	148	13	et	et	PROPN
dpc-5762	148	14	al	al	PROPN
dpc-5762	148	15	.	.	PROPN
dpc-5762	148	16	,	,	PUNCT
dpc-5762	148	17	where	where	SCONJ
dpc-5762	148	18	“	"	PUNCT
dpc-5762	148	19	melanoma	melanoma	NOUN
dpc-5762	148	20	moulages	moulage	NOUN
dpc-5762	148	21	”	"	PUNCT
dpc-5762	148	22	were	be	AUX
dpc-5762	148	23	used	use	VERB
dpc-5762	148	24	to	to	PART
dpc-5762	148	25	evaluate	evaluate	VERB
dpc-5762	148	26	melanoma	melanoma	NOUN
dpc-5762	148	27	detection	detection	NOUN
dpc-5762	148	28	rates	rate	NOUN
dpc-5762	148	29	in	in	ADP
dpc-5762	148	30	training	train	VERB
dpc-5762	148	31	medical	medical	ADJ
dpc-5762	148	32	students	student	NOUN
dpc-5762	148	33	in	in	ADP
dpc-5762	148	34	different	different	ADJ
dpc-5762	148	35	skin	skin	NOUN
dpc-5762	148	36	types	type	NOUN
dpc-5762	148	37	[	[	X
dpc-5762	148	38	15	15	NUM
dpc-5762	148	39	]	]	PUNCT
dpc-5762	148	40	.	.	PUNCT
dpc-5762	149	1	though	though	SCONJ
dpc-5762	149	2	they	they	PRON
dpc-5762	149	3	did	do	AUX
dpc-5762	149	4	not	not	PART
dpc-5762	149	5	find	find	VERB
dpc-5762	149	6	a	a	DET
dpc-5762	149	7	significant	significant	ADJ
dpc-5762	149	8	difference	difference	NOUN
dpc-5762	149	9	in	in	ADP
dpc-5762	149	10	detection	detection	NOUN
dpc-5762	149	11	rates	rate	NOUN
dpc-5762	149	12	between	between	ADP
dpc-5762	149	13	whites	white	NOUN
dpc-5762	149	14	and	and	CCONJ
dpc-5762	149	15	african	african	ADJ
dpc-5762	149	16	americans	americans	PROPN
dpc-5762	149	17	,	,	PUNCT
dpc-5762	149	18	they	they	PRON
dpc-5762	149	19	concluded	conclude	VERB
dpc-5762	149	20	that	that	SCONJ
dpc-5762	149	21	it	it	PRON
dpc-5762	149	22	is	be	AUX
dpc-5762	149	23	essential	essential	ADJ
dpc-5762	149	24	to	to	PART
dpc-5762	149	25	educate	educate	VERB
dpc-5762	149	26	students	student	NOUN
dpc-5762	149	27	to	to	PART
dpc-5762	149	28	consider	consider	VERB
dpc-5762	149	29	sun	sun	NOUN
dpc-5762	149	30	exposure	exposure	NOUN
dpc-5762	149	31	history	history	NOUN
dpc-5762	149	32	and	and	CCONJ
dpc-5762	149	33	sun	sun	NOUN
dpc-5762	149	34	protection	protection	NOUN
dpc-5762	149	35	practices	practice	NOUN
dpc-5762	149	36	regardless	regardless	ADV
dpc-5762	149	37	of	of	ADP
dpc-5762	149	38	skin	skin	NOUN
dpc-5762	149	39	color	color	NOUN
dpc-5762	150	1	[	[	X
dpc-5762	150	2	15	15	NUM
dpc-5762	150	3	]	]	PUNCT
dpc-5762	150	4	.	.	PUNCT
dpc-5762	151	1	psoriasis	psoriasis	NOUN
dpc-5762	151	2	and	and	CCONJ
dpc-5762	151	3	eczema	eczema	VERB
dpc-5762	151	4	psoriasis	psoriasis	NOUN
dpc-5762	151	5	and	and	CCONJ
dpc-5762	151	6	eczema	eczema	NOUN
dpc-5762	151	7	can	can	AUX
dpc-5762	151	8	present	present	VERB
dpc-5762	151	9	differently	differently	ADV
dpc-5762	151	10	in	in	ADP
dpc-5762	151	11	individuals	individual	NOUN
dpc-5762	151	12	with	with	ADP
dpc-5762	151	13	diverse	diverse	ADJ
dpc-5762	151	14	skin	skin	NOUN
dpc-5762	151	15	tones	tone	NOUN
dpc-5762	151	16	,	,	PUNCT
dpc-5762	151	17	affecting	affect	VERB
dpc-5762	151	18	both	both	DET
dpc-5762	151	19	diagnosis	diagnosis	NOUN
dpc-5762	151	20	and	and	CCONJ
dpc-5762	151	21	treatment	treatment	NOUN
dpc-5762	151	22	strategies	strategy	NOUN
dpc-5762	151	23	[	[	X
dpc-5762	151	24	16	16	NUM
dpc-5762	151	25	]	]	PUNCT
dpc-5762	151	26	.	.	PUNCT
dpc-5762	152	1	skin	skin	NOUN
dpc-5762	152	2	imaging	imaging	NOUN
dpc-5762	152	3	techniques	technique	NOUN
dpc-5762	152	4	such	such	ADJ
dpc-5762	152	5	as	as	ADP
dpc-5762	152	6	high	high	ADJ
dpc-5762	152	7	-	-	PUNCT
dpc-5762	152	8	resolution	resolution	NOUN
dpc-5762	152	9	photography	photography	NOUN
dpc-5762	152	10	and	and	CCONJ
dpc-5762	152	11	optical	optical	ADJ
dpc-5762	152	12	coherence	coherence	NOUN
dpc-5762	152	13	tomography	tomography	NOUN
dpc-5762	152	14	help	help	NOUN
dpc-5762	152	15	dermatologists	dermatologist	NOUN
dpc-5762	152	16	assess	assess	VERB
dpc-5762	152	17	the	the	DET
dpc-5762	152	18	severity	severity	NOUN
dpc-5762	152	19	of	of	ADP
dpc-5762	152	20	these	these	DET
dpc-5762	152	21	conditions	condition	NOUN
dpc-5762	152	22	and	and	CCONJ
dpc-5762	152	23	monitor	monitor	VERB
dpc-5762	152	24	response	response	NOUN
dpc-5762	152	25	to	to	ADP
dpc-5762	152	26	therapy	therapy	NOUN
dpc-5762	152	27	.	.	PUNCT
dpc-5762	153	1	for	for	ADP
dpc-5762	153	2	instance	instance	NOUN
dpc-5762	153	3	,	,	PUNCT
dpc-5762	153	4	psoriatic	psoriatic	ADJ
dpc-5762	153	5	plaques	plaque	NOUN
dpc-5762	153	6	may	may	AUX
dpc-5762	153	7	appear	appear	VERB
dpc-5762	153	8	thicker	thick	ADJ
dpc-5762	153	9	or	or	CCONJ
dpc-5762	153	10	exhibit	exhibit	VERB
dpc-5762	153	11	different	different	ADJ
dpc-5762	153	12	patterns	pattern	NOUN
dpc-5762	153	13	of	of	ADP
dpc-5762	153	14	erythema	erythema	NOUN
dpc-5762	153	15	in	in	ADP
dpc-5762	153	16	darker	dark	ADJ
dpc-5762	153	17	skin	skin	NOUN
dpc-5762	153	18	tones	tone	NOUN
dpc-5762	153	19	compared	compare	VERB
dpc-5762	153	20	to	to	ADP
dpc-5762	153	21	lighter	light	ADJ
dpc-5762	153	22	skin	skin	NOUN
dpc-5762	153	23	tones	tone	NOUN
dpc-5762	153	24	[	[	X
dpc-5762	153	25	17	17	NUM
dpc-5762	153	26	]	]	PUNCT
dpc-5762	153	27	.	.	PUNCT
dpc-5762	154	1	by	by	ADP
dpc-5762	154	2	capturing	capture	VERB
dpc-5762	154	3	detailed	detailed	ADJ
dpc-5762	154	4	images	image	NOUN
dpc-5762	154	5	of	of	ADP
dpc-5762	154	6	the	the	DET
dpc-5762	154	7	affected	affected	ADJ
dpc-5762	154	8	areas	area	NOUN
dpc-5762	154	9	,	,	PUNCT
dpc-5762	154	10	these	these	DET
dpc-5762	154	11	technologies	technology	NOUN
dpc-5762	154	12	assist	assist	VERB
dpc-5762	154	13	in	in	ADP
dpc-5762	154	14	tailoring	tailor	VERB
dpc-5762	154	15	treatment	treatment	NOUN
dpc-5762	154	16	plans	plan	NOUN
dpc-5762	154	17	that	that	PRON
dpc-5762	154	18	take	take	VERB
dpc-5762	154	19	into	into	ADP
dpc-5762	154	20	account	account	NOUN
dpc-5762	154	21	these	these	DET
dpc-5762	154	22	variations	variation	NOUN
dpc-5762	154	23	,	,	PUNCT
dpc-5762	154	24	thereby	thereby	ADV
dpc-5762	154	25	optimizing	optimize	VERB
dpc-5762	154	26	outcomes	outcome	NOUN
dpc-5762	154	27	for	for	ADP
dpc-5762	154	28	patients	patient	NOUN
dpc-5762	154	29	of	of	ADP
dpc-5762	154	30	all	all	DET
dpc-5762	154	31	skin	skin	NOUN
dpc-5762	154	32	types	type	NOUN
dpc-5762	154	33	.	.	PUNCT
dpc-5762	155	1	figure	figure	NOUN
dpc-5762	155	2	3	3	NUM
dpc-5762	155	3	is	be	AUX
dpc-5762	155	4	an	an	DET
dpc-5762	155	5	example	example	NOUN
dpc-5762	155	6	of	of	ADP
dpc-5762	155	7	psoriasis	psoriasis	NOUN
dpc-5762	155	8	presentation	presentation	NOUN
dpc-5762	155	9	in	in	ADP
dpc-5762	155	10	different	different	ADJ
dpc-5762	155	11	skin	skin	NOUN
dpc-5762	155	12	colors	color	NOUN
dpc-5762	155	13	[	[	X
dpc-5762	155	14	18	18	NUM
dpc-5762	155	15	,	,	PUNCT
dpc-5762	155	16	19	19	NUM
dpc-5762	155	17	]	]	PUNCT
dpc-5762	155	18	.	.	PUNCT
dpc-5762	156	1	in	in	ADP
dpc-5762	156	2	fair	fair	ADJ
dpc-5762	156	3	-	-	PUNCT
dpc-5762	156	4	skinned	skin	VERB
dpc-5762	156	5	individuals	individual	NOUN
dpc-5762	156	6	,	,	PUNCT
dpc-5762	156	7	psoriasis	psoriasis	NOUN
dpc-5762	156	8	typically	typically	ADV
dpc-5762	156	9	appears	appear	VERB
dpc-5762	156	10	red	red	ADJ
dpc-5762	156	11	or	or	CCONJ
dpc-5762	156	12	pink	pink	ADJ
dpc-5762	156	13	with	with	ADP
dpc-5762	156	14	a	a	DET
dpc-5762	156	15	silvery	silvery	NOUN
dpc-5762	156	16	-	-	PUNCT
dpc-5762	156	17	white	white	ADJ
dpc-5762	156	18	scale	scale	NOUN
dpc-5762	156	19	,	,	PUNCT
dpc-5762	156	20	while	while	SCONJ
dpc-5762	156	21	hispanic	hispanic	ADJ
dpc-5762	156	22	individuals	individual	NOUN
dpc-5762	156	23	may	may	AUX
dpc-5762	156	24	exhibit	exhibit	VERB
dpc-5762	156	25	salmon	salmon	NOUN
dpc-5762	156	26	-	-	PUNCT
dpc-5762	156	27	colored	color	VERB
dpc-5762	156	28	psoriasis	psoriasis	NOUN
dpc-5762	156	29	with	with	ADP
dpc-5762	156	30	a	a	DET
dpc-5762	156	31	silvery	silvery	NOUN
dpc-5762	156	32	-	-	PUNCT
dpc-5762	156	33	white	white	ADJ
dpc-5762	156	34	scale	scale	NOUN
dpc-5762	156	35	,	,	PUNCT
dpc-5762	156	36	and	and	CCONJ
dpc-5762	156	37	in	in	ADP
dpc-5762	156	38	african	african	ADJ
dpc-5762	156	39	american	american	ADJ
dpc-5762	156	40	patients	patient	NOUN
dpc-5762	156	41	it	it	PRON
dpc-5762	156	42	may	may	AUX
dpc-5762	156	43	appear	appear	VERB
dpc-5762	156	44	violet	violet	NOUN
dpc-5762	156	45	with	with	ADP
dpc-5762	156	46	a	a	DET
dpc-5762	156	47	gray	gray	ADJ
dpc-5762	156	48	scale	scale	NOUN
dpc-5762	156	49	.	.	PUNCT
dpc-5762	157	1	on	on	ADP
dpc-5762	157	2	dark	dark	ADJ
dpc-5762	157	3	skin	skin	NOUN
dpc-5762	157	4	,	,	PUNCT
dpc-5762	157	5	psoriasis	psoriasis	NOUN
dpc-5762	157	6	can	can	AUX
dpc-5762	157	7	also	also	ADV
dpc-5762	157	8	be	be	AUX
dpc-5762	157	9	dark	dark	ADJ
dpc-5762	157	10	brown	brown	ADJ
dpc-5762	157	11	and	and	CCONJ
dpc-5762	157	12	may	may	AUX
dpc-5762	157	13	be	be	AUX
dpc-5762	157	14	more	more	ADV
dpc-5762	157	15	challenging	challenging	ADJ
dpc-5762	157	16	to	to	PART
dpc-5762	157	17	detect	detect	VERB
dpc-5762	157	18	[	[	PUNCT
dpc-5762	157	19	20	20	NUM
dpc-5762	157	20	]	]	PUNCT
dpc-5762	157	21	.	.	PUNCT
dpc-5762	158	1	infectious	infectious	ADJ
dpc-5762	158	2	diseases	disease	NOUN
dpc-5762	158	3	the	the	DET
dpc-5762	158	4	presentation	presentation	NOUN
dpc-5762	158	5	and	and	CCONJ
dpc-5762	158	6	imaging	image	VERB
dpc-5762	158	7	outcomes	outcome	NOUN
dpc-5762	158	8	of	of	ADP
dpc-5762	158	9	infectious	infectious	ADJ
dpc-5762	158	10	dermatological	dermatological	ADJ
dpc-5762	158	11	diseases	disease	NOUN
dpc-5762	158	12	,	,	PUNCT
dpc-5762	158	13	such	such	ADJ
dpc-5762	158	14	as	as	ADP
dpc-5762	158	15	fungal	fungal	ADJ
dpc-5762	158	16	infections	infection	NOUN
dpc-5762	158	17	or	or	CCONJ
dpc-5762	158	18	viral	viral	ADJ
dpc-5762	158	19	rashes	rash	NOUN
dpc-5762	158	20	,	,	PUNCT
dpc-5762	158	21	can	can	AUX
dpc-5762	158	22	vary	vary	VERB
dpc-5762	158	23	significantly	significantly	ADV
dpc-5762	158	24	based	base	VERB
dpc-5762	158	25	on	on	ADP
dpc-5762	158	26	skin	skin	NOUN
dpc-5762	158	27	color	color	NOUN
dpc-5762	158	28	.	.	PUNCT
dpc-5762	159	1	traditional	traditional	ADJ
dpc-5762	159	2	imaging	imaging	NOUN
dpc-5762	159	3	methods	method	NOUN
dpc-5762	159	4	may	may	AUX
dpc-5762	159	5	struggle	struggle	VERB
dpc-5762	159	6	to	to	PART
dpc-5762	159	7	differentiate	differentiate	VERB
dpc-5762	159	8	between	between	ADP
dpc-5762	159	9	different	different	ADJ
dpc-5762	159	10	types	type	NOUN
dpc-5762	159	11	of	of	ADP
dpc-5762	159	12	skin	skin	NOUN
dpc-5762	159	13	lesions	lesion	NOUN
dpc-5762	159	14	in	in	ADP
dpc-5762	159	15	individuals	individual	NOUN
dpc-5762	159	16	with	with	ADP
dpc-5762	159	17	darker	dark	ADJ
dpc-5762	159	18	skin	skin	NOUN
dpc-5762	159	19	tones	tone	NOUN
dpc-5762	159	20	due	due	ADJ
dpc-5762	159	21	to	to	ADP
dpc-5762	159	22	similarities	similarity	NOUN
dpc-5762	159	23	in	in	ADP
dpc-5762	159	24	color	color	NOUN
dpc-5762	159	25	and	and	CCONJ
dpc-5762	159	26	texture	texture	NOUN
dpc-5762	159	27	.	.	PUNCT
dpc-5762	160	1	advanced	advanced	ADJ
dpc-5762	160	2	imaging	imaging	NOUN
dpc-5762	160	3	modalities	modality	NOUN
dpc-5762	160	4	,	,	PUNCT
dpc-5762	160	5	including	include	VERB
dpc-5762	160	6	fluorescence	fluorescence	NOUN
dpc-5762	160	7	microscopy	microscopy	NOUN
dpc-5762	160	8	and	and	CCONJ
dpc-5762	160	9	multispectral	multispectral	ADJ
dpc-5762	160	10	imaging	imaging	NOUN
dpc-5762	160	11	,	,	PUNCT
dpc-5762	160	12	enhance	enhance	VERB
dpc-5762	160	13	the	the	DET
dpc-5762	160	14	visualization	visualization	NOUN
dpc-5762	160	15	of	of	ADP
dpc-5762	160	16	pathogens	pathogen	NOUN
dpc-5762	160	17	or	or	CCONJ
dpc-5762	160	18	inflammatory	inflammatory	ADJ
dpc-5762	160	19	responses	response	NOUN
dpc-5762	160	20	within	within	ADP
dpc-5762	160	21	the	the	DET
dpc-5762	160	22	skin	skin	NOUN
dpc-5762	160	23	.	.	PUNCT
dpc-5762	161	1	by	by	ADP
dpc-5762	161	2	providing	provide	VERB
dpc-5762	161	3	detailed	detailed	ADJ
dpc-5762	161	4	insights	insight	NOUN
dpc-5762	161	5	into	into	ADP
dpc-5762	161	6	disease	disease	NOUN
dpc-5762	161	7	progression	progression	NOUN
dpc-5762	161	8	and	and	CCONJ
dpc-5762	161	9	treatment	treatment	NOUN
dpc-5762	161	10	efficacy	efficacy	NOUN
dpc-5762	161	11	,	,	PUNCT
dpc-5762	161	12	these	these	DET
dpc-5762	161	13	technologies	technology	NOUN
dpc-5762	161	14	aid	aid	NOUN
dpc-5762	161	15	dermatologists	dermatologist	NOUN
dpc-5762	161	16	in	in	ADP
dpc-5762	161	17	improving	improve	VERB
dpc-5762	161	18	the	the	DET
dpc-5762	161	19	accuracy	accuracy	NOUN
dpc-5762	161	20	of	of	ADP
dpc-5762	161	21	diagnoses	diagnosis	NOUN
dpc-5762	161	22	and	and	CCONJ
dpc-5762	161	23	guide	guide	VERB
dpc-5762	161	24	appropriate	appropriate	ADJ
dpc-5762	161	25	therapeutic	therapeutic	ADJ
dpc-5762	161	26	interventions	intervention	NOUN
dpc-5762	161	27	for	for	ADP
dpc-5762	161	28	patients	patient	NOUN
dpc-5762	161	29	with	with	ADP
dpc-5762	161	30	skin	skin	NOUN
dpc-5762	161	31	of	of	ADP
dpc-5762	161	32	color	color	NOUN
dpc-5762	161	33	.	.	PUNCT
dpc-5762	162	1	figure	figure	NOUN
dpc-5762	162	2	2	2	NUM
dpc-5762	162	3	.	.	PUNCT
dpc-5762	163	1	clinical	clinical	ADJ
dpc-5762	163	2	impact	impact	NOUN
dpc-5762	163	3	funnel	funnel	NOUN
dpc-5762	163	4	diagram	diagram	NOUN
dpc-5762	163	5	.	.	PUNCT
dpc-5762	164	1	monitoring	monitoring	NOUN
dpc-5762	164	2	and	and	CCONJ
dpc-5762	164	3	treatment	treatment	NOUN
dpc-5762	164	4	wound	wound	NOUN
dpc-5762	164	5	healing	heal	VERB
dpc-5762	164	6	the	the	DET
dpc-5762	164	7	process	process	NOUN
dpc-5762	164	8	of	of	ADP
dpc-5762	164	9	wound	wound	ADJ
dpc-5762	164	10	healing	healing	NOUN
dpc-5762	164	11	can	can	AUX
dpc-5762	164	12	vary	vary	VERB
dpc-5762	164	13	in	in	ADP
dpc-5762	164	14	individuals	individual	NOUN
dpc-5762	164	15	with	with	ADP
dpc-5762	164	16	darker	dark	ADJ
dpc-5762	164	17	skin	skin	NOUN
dpc-5762	164	18	tones	tone	NOUN
dpc-5762	164	19	,	,	PUNCT
dpc-5762	164	20	presenting	present	VERB
dpc-5762	164	21	challenges	challenge	NOUN
dpc-5762	164	22	in	in	ADP
dpc-5762	164	23	assessing	assess	VERB
dpc-5762	164	24	tissue	tissue	NOUN
dpc-5762	164	25	repair	repair	NOUN
dpc-5762	164	26	and	and	CCONJ
dpc-5762	164	27	identifying	identify	VERB
dpc-5762	164	28	complications	complication	NOUN
dpc-5762	164	29	such	such	ADJ
dpc-5762	164	30	as	as	ADP
dpc-5762	164	31	hypertrophic	hypertrophic	ADJ
dpc-5762	164	32	scars	scar	NOUN
dpc-5762	164	33	or	or	CCONJ
dpc-5762	164	34	keloids	keloid	NOUN
dpc-5762	164	35	[	[	X
dpc-5762	164	36	21	21	NUM
dpc-5762	164	37	,	,	PUNCT
dpc-5762	164	38	22	22	NUM
dpc-5762	164	39	]	]	PUNCT
dpc-5762	164	40	.	.	PUNCT
dpc-5762	165	1	imaging	image	VERB
dpc-5762	165	2	techniques	technique	NOUN
dpc-5762	165	3	such	such	ADJ
dpc-5762	165	4	as	as	ADP
dpc-5762	165	5	digital	digital	ADJ
dpc-5762	165	6	photography	photography	NOUN
dpc-5762	165	7	and	and	CCONJ
dpc-5762	165	8	ultrasound	ultrasound	NOUN
dpc-5762	165	9	imaging	imaging	NOUN
dpc-5762	165	10	enable	enable	ADJ
dpc-5762	165	11	dermatologists	dermatologist	NOUN
dpc-5762	165	12	to	to	PART
dpc-5762	165	13	monitor	monitor	VERB
dpc-5762	165	14	wound	wound	ADJ
dpc-5762	165	15	progression	progression	NOUN
dpc-5762	165	16	and	and	CCONJ
dpc-5762	165	17	evaluate	evaluate	VERB
dpc-5762	165	18	treatment	treatment	NOUN
dpc-5762	165	19	outcomes	outcome	NOUN
dpc-5762	165	20	.	.	PUNCT
dpc-5762	166	1	these	these	DET
dpc-5762	166	2	technologies	technology	NOUN
dpc-5762	166	3	provide	provide	VERB
dpc-5762	166	4	objective	objective	ADJ
dpc-5762	166	5	measurements	measurement	NOUN
dpc-5762	166	6	6	6	NUM
dpc-5762	166	7	review	review	NOUN
dpc-5762	166	8	|	|	ADV
dpc-5762	166	9	dermatol	dermatol	ADJ
dpc-5762	166	10	pract	pract	NOUN
dpc-5762	166	11	concept	concept	NOUN
dpc-5762	166	12	.	.	PUNCT
dpc-5762	167	1	2025;15(4):5762	2025;15(4):5762	NUM
dpc-5762	167	2	figure	figure	NOUN
dpc-5762	167	3	3	3	NUM
dpc-5762	167	4	.	.	PUNCT
dpc-5762	167	5	on	on	ADP
dpc-5762	167	6	light	light	ADJ
dpc-5762	167	7	skin	skin	NOUN
dpc-5762	167	8	,	,	PUNCT
dpc-5762	167	9	psoriasis	psoriasis	NOUN
dpc-5762	167	10	typically	typically	ADV
dpc-5762	167	11	appears	appear	VERB
dpc-5762	167	12	red	red	ADJ
dpc-5762	167	13	or	or	CCONJ
dpc-5762	167	14	pink	pink	ADJ
dpc-5762	167	15	(	(	PUNCT
dpc-5762	167	16	a	a	NOUN
dpc-5762	167	17	)	)	PUNCT
dpc-5762	168	1	[	[	X
dpc-5762	168	2	18	18	NUM
dpc-5762	168	3	]	]	PUNCT
dpc-5762	168	4	,	,	PUNCT
dpc-5762	168	5	while	while	SCONJ
dpc-5762	168	6	on	on	ADP
dpc-5762	168	7	dark	dark	ADJ
dpc-5762	168	8	skin	skin	NOUN
dpc-5762	168	9	,	,	PUNCT
dpc-5762	168	10	it	it	PRON
dpc-5762	168	11	often	often	ADV
dpc-5762	168	12	looks	look	VERB
dpc-5762	168	13	violet	violet	ADJ
dpc-5762	168	14	(	(	PUNCT
dpc-5762	168	15	b	b	X
dpc-5762	168	16	)	)	PUNCT
dpc-5762	169	1	[	[	X
dpc-5762	169	2	19	19	NUM
dpc-5762	169	3	]	]	PUNCT
dpc-5762	169	4	.	.	PUNCT
dpc-5762	170	1	of	of	ADP
dpc-5762	170	2	wound	wound	ADJ
dpc-5762	170	3	size	size	NOUN
dpc-5762	170	4	,	,	PUNCT
dpc-5762	170	5	depth	depth	NOUN
dpc-5762	170	6	,	,	PUNCT
dpc-5762	170	7	and	and	CCONJ
dpc-5762	170	8	healing	healing	NOUN
dpc-5762	170	9	rates	rate	NOUN
dpc-5762	170	10	,	,	PUNCT
dpc-5762	170	11	facilitating	facilitate	VERB
dpc-5762	170	12	early	early	ADJ
dpc-5762	170	13	intervention	intervention	NOUN
dpc-5762	170	14	and	and	CCONJ
dpc-5762	170	15	personalized	personalized	ADJ
dpc-5762	170	16	care	care	NOUN
dpc-5762	170	17	for	for	ADP
dpc-5762	170	18	patients	patient	NOUN
dpc-5762	170	19	of	of	ADP
dpc-5762	170	20	all	all	DET
dpc-5762	170	21	skin	skin	NOUN
dpc-5762	170	22	types	type	NOUN
dpc-5762	170	23	.	.	PUNCT
dpc-5762	171	1	laser	laser	NOUN
dpc-5762	171	2	therapy	therapy	NOUN
dpc-5762	171	3	guidance	guidance	NOUN
dpc-5762	171	4	laser	laser	NOUN
dpc-5762	171	5	treatments	treatment	NOUN
dpc-5762	171	6	for	for	ADP
dpc-5762	171	7	dermatological	dermatological	ADJ
dpc-5762	171	8	conditions	condition	NOUN
dpc-5762	171	9	must	must	AUX
dpc-5762	171	10	be	be	AUX
dpc-5762	171	11	carefully	carefully	ADV
dpc-5762	171	12	tailored	tailor	VERB
dpc-5762	171	13	for	for	ADP
dpc-5762	171	14	individuals	individual	NOUN
dpc-5762	171	15	with	with	ADP
dpc-5762	171	16	darker	dark	ADJ
dpc-5762	171	17	skin	skin	NOUN
dpc-5762	171	18	tones	tone	NOUN
dpc-5762	171	19	to	to	PART
dpc-5762	171	20	minimize	minimize	VERB
dpc-5762	171	21	the	the	DET
dpc-5762	171	22	risk	risk	NOUN
dpc-5762	171	23	of	of	ADP
dpc-5762	171	24	adverse	adverse	ADJ
dpc-5762	171	25	effects	effect	NOUN
dpc-5762	171	26	such	such	ADJ
dpc-5762	171	27	as	as	ADP
dpc-5762	171	28	post	post	ADJ
dpc-5762	171	29	-	-	ADJ
dpc-5762	171	30	inflammatory	inflammatory	ADJ
dpc-5762	171	31	hyperpigmentation	hyperpigmentation	NOUN
dpc-5762	171	32	or	or	CCONJ
dpc-5762	171	33	hypopigmentation	hypopigmentation	NOUN
dpc-5762	172	1	[	[	X
dpc-5762	172	2	23	23	NUM
dpc-5762	172	3	]	]	PUNCT
dpc-5762	172	4	.	.	PUNCT
dpc-5762	173	1	advanced	advanced	ADJ
dpc-5762	173	2	imaging	imaging	NOUN
dpc-5762	173	3	modalities	modality	NOUN
dpc-5762	173	4	,	,	PUNCT
dpc-5762	173	5	such	such	ADJ
dpc-5762	173	6	as	as	ADP
dpc-5762	173	7	laser	laser	NOUN
dpc-5762	173	8	speckle	speckle	NOUN
dpc-5762	173	9	imaging	imaging	NOUN
dpc-5762	173	10	and	and	CCONJ
dpc-5762	173	11	thermal	thermal	ADJ
dpc-5762	173	12	imaging	imaging	NOUN
dpc-5762	173	13	,	,	PUNCT
dpc-5762	173	14	assist	assist	NOUN
dpc-5762	173	15	dermatologists	dermatologist	NOUN
dpc-5762	173	16	in	in	ADP
dpc-5762	173	17	targeting	target	VERB
dpc-5762	173	18	treatment	treatment	NOUN
dpc-5762	173	19	areas	area	NOUN
dpc-5762	173	20	accurately	accurately	ADV
dpc-5762	173	21	and	and	CCONJ
dpc-5762	173	22	monitoring	monitor	VERB
dpc-5762	173	23	skin	skin	NOUN
dpc-5762	173	24	response	response	NOUN
dpc-5762	173	25	in	in	ADP
dpc-5762	173	26	real	real	ADJ
dpc-5762	173	27	time	time	NOUN
dpc-5762	173	28	.	.	PUNCT
dpc-5762	174	1	by	by	ADP
dpc-5762	174	2	optimizing	optimize	VERB
dpc-5762	174	3	laser	laser	NOUN
dpc-5762	174	4	parameters	parameter	NOUN
dpc-5762	174	5	based	base	VERB
dpc-5762	174	6	on	on	ADP
dpc-5762	174	7	individual	individual	ADJ
dpc-5762	174	8	skin	skin	NOUN
dpc-5762	174	9	characteristics	characteristic	NOUN
dpc-5762	174	10	,	,	PUNCT
dpc-5762	174	11	these	these	DET
dpc-5762	174	12	technologies	technology	NOUN
dpc-5762	174	13	can	can	AUX
dpc-5762	174	14	enhance	enhance	VERB
dpc-5762	174	15	treatment	treatment	NOUN
dpc-5762	174	16	efficacy	efficacy	NOUN
dpc-5762	174	17	and	and	CCONJ
dpc-5762	174	18	safety	safety	NOUN
dpc-5762	174	19	for	for	ADP
dpc-5762	174	20	patients	patient	NOUN
dpc-5762	174	21	of	of	ADP
dpc-5762	174	22	diverse	diverse	ADJ
dpc-5762	174	23	ethnic	ethnic	ADJ
dpc-5762	174	24	backgrounds	background	NOUN
dpc-5762	174	25	.	.	PUNCT
dpc-5762	175	1	cosmetic	cosmetic	ADJ
dpc-5762	175	2	dermatology	dermatology	NOUN
dpc-5762	175	3	aging	aging	NOUN
dpc-5762	175	4	and	and	CCONJ
dpc-5762	175	5	pigmentation	pigmentation	NOUN
dpc-5762	175	6	analysis	analysis	NOUN
dpc-5762	175	7	assessing	assess	VERB
dpc-5762	175	8	skin	skin	NOUN
dpc-5762	175	9	aging	aging	NOUN
dpc-5762	175	10	and	and	CCONJ
dpc-5762	175	11	hyperpigmentation	hyperpigmentation	NOUN
dpc-5762	175	12	in	in	ADP
dpc-5762	175	13	diverse	diverse	ADJ
dpc-5762	175	14	populations	population	NOUN
dpc-5762	175	15	requires	require	VERB
dpc-5762	175	16	a	a	DET
dpc-5762	175	17	nuanced	nuanced	ADJ
dpc-5762	175	18	approach	approach	NOUN
dpc-5762	175	19	to	to	ADP
dpc-5762	175	20	imaging	imaging	NOUN
dpc-5762	175	21	[	[	X
dpc-5762	175	22	24	24	NUM
dpc-5762	175	23	,	,	PUNCT
dpc-5762	175	24	25	25	NUM
dpc-5762	175	25	]	]	PUNCT
dpc-5762	175	26	.	.	PUNCT
dpc-5762	176	1	techniques	technique	NOUN
dpc-5762	176	2	such	such	ADJ
dpc-5762	176	3	as	as	ADP
dpc-5762	176	4	skin	skin	NOUN
dpc-5762	176	5	surface	surface	NOUN
dpc-5762	176	6	photography	photography	NOUN
dpc-5762	176	7	and	and	CCONJ
dpc-5762	176	8	spectrophotometry	spectrophotometry	NOUN
dpc-5762	176	9	enable	enable	ADJ
dpc-5762	176	10	dermatologists	dermatologist	NOUN
dpc-5762	176	11	to	to	AUX
dpc-5762	176	12	quantitatively	quantitatively	ADV
dpc-5762	176	13	measure	measure	VERB
dpc-5762	176	14	melanin	melanin	NOUN
dpc-5762	176	15	content	content	NOUN
dpc-5762	176	16	and	and	CCONJ
dpc-5762	176	17	assess	assess	VERB
dpc-5762	176	18	changes	change	NOUN
dpc-5762	176	19	in	in	ADP
dpc-5762	176	20	skin	skin	NOUN
dpc-5762	176	21	texture	texture	NOUN
dpc-5762	176	22	and	and	CCONJ
dpc-5762	176	23	elasticity	elasticity	NOUN
dpc-5762	176	24	over	over	ADP
dpc-5762	176	25	time	time	NOUN
dpc-5762	176	26	.	.	PUNCT
dpc-5762	177	1	these	these	DET
dpc-5762	177	2	technologies	technology	NOUN
dpc-5762	177	3	capture	capture	VERB
dpc-5762	177	4	detailed	detailed	ADJ
dpc-5762	177	5	images	image	NOUN
dpc-5762	177	6	of	of	ADP
dpc-5762	177	7	facial	facial	ADJ
dpc-5762	177	8	lines	line	NOUN
dpc-5762	177	9	,	,	PUNCT
dpc-5762	177	10	wrinkles	wrinkle	NOUN
dpc-5762	177	11	,	,	PUNCT
dpc-5762	177	12	and	and	CCONJ
dpc-5762	177	13	pigmentary	pigmentary	ADJ
dpc-5762	177	14	changes	change	NOUN
dpc-5762	177	15	,	,	PUNCT
dpc-5762	177	16	enabling	enable	VERB
dpc-5762	177	17	personalized	personalized	ADJ
dpc-5762	177	18	treatment	treatment	NOUN
dpc-5762	177	19	planning	planning	NOUN
dpc-5762	177	20	and	and	CCONJ
dpc-5762	177	21	enhancing	enhance	VERB
dpc-5762	177	22	cosmetic	cosmetic	ADJ
dpc-5762	177	23	outcomes	outcome	NOUN
dpc-5762	177	24	for	for	ADP
dpc-5762	177	25	patients	patient	NOUN
dpc-5762	177	26	with	with	ADP
dpc-5762	177	27	diverse	diverse	ADJ
dpc-5762	177	28	skin	skin	NOUN
dpc-5762	177	29	tones	tone	NOUN
dpc-5762	177	30	.	.	PUNCT
dpc-5762	178	1	scar	scar	NOUN
dpc-5762	178	2	and	and	CCONJ
dpc-5762	178	3	wrinkle	wrinkle	NOUN
dpc-5762	178	4	assessment	assessment	NOUN
dpc-5762	178	5	scars	scar	NOUN
dpc-5762	178	6	and	and	CCONJ
dpc-5762	178	7	wrinkles	wrinkle	NOUN
dpc-5762	178	8	may	may	AUX
dpc-5762	178	9	appear	appear	VERB
dpc-5762	178	10	differently	differently	ADV
dpc-5762	178	11	in	in	ADP
dpc-5762	178	12	individuals	individual	NOUN
dpc-5762	178	13	with	with	ADP
dpc-5762	178	14	darker	dark	ADJ
dpc-5762	178	15	skin	skin	NOUN
dpc-5762	178	16	tones	tone	NOUN
dpc-5762	178	17	compared	compare	VERB
dpc-5762	178	18	to	to	ADP
dpc-5762	178	19	lighter	light	ADJ
dpc-5762	178	20	skin	skin	NOUN
dpc-5762	178	21	tones	tone	NOUN
dpc-5762	178	22	,	,	PUNCT
dpc-5762	178	23	necessitating	necessitate	VERB
dpc-5762	178	24	specific	specific	ADJ
dpc-5762	178	25	imaging	imaging	NOUN
dpc-5762	178	26	techniques	technique	NOUN
dpc-5762	178	27	for	for	ADP
dpc-5762	178	28	accurate	accurate	ADJ
dpc-5762	178	29	assessment	assessment	NOUN
dpc-5762	178	30	[	[	X
dpc-5762	178	31	25	25	NUM
dpc-5762	178	32	]	]	PUNCT
dpc-5762	178	33	.	.	PUNCT
dpc-5762	179	1	modalities	modality	NOUN
dpc-5762	179	2	such	such	ADJ
dpc-5762	179	3	as	as	ADP
dpc-5762	179	4	3d	3d	NUM
dpc-5762	179	5	skin	skin	NOUN
dpc-5762	179	6	imaging	imaging	NOUN
dpc-5762	179	7	and	and	CCONJ
dpc-5762	179	8	laser	laser	NOUN
dpc-5762	179	9	scanning	scan	VERB
dpc-5762	179	10	microscopy	microscopy	NOUN
dpc-5762	179	11	provide	provide	VERB
dpc-5762	179	12	detailed	detailed	ADJ
dpc-5762	179	13	visualizations	visualization	NOUN
dpc-5762	179	14	of	of	ADP
dpc-5762	179	15	scar	scar	ADJ
dpc-5762	179	16	depth	depth	NOUN
dpc-5762	179	17	,	,	PUNCT
dpc-5762	179	18	texture	texture	NOUN
dpc-5762	179	19	,	,	PUNCT
dpc-5762	179	20	and	and	CCONJ
dpc-5762	179	21	vascularity	vascularity	NOUN
dpc-5762	179	22	[	[	X
dpc-5762	179	23	24	24	NUM
dpc-5762	179	24	]	]	PUNCT
dpc-5762	179	25	.	.	PUNCT
dpc-5762	180	1	by	by	ADP
dpc-5762	180	2	evaluating	evaluate	VERB
dpc-5762	180	3	collagen	collagen	NOUN
dpc-5762	180	4	deposition	deposition	NOUN
dpc-5762	180	5	and	and	CCONJ
dpc-5762	180	6	tissue	tissue	NOUN
dpc-5762	180	7	remodeling	remodeling	NOUN
dpc-5762	180	8	processes	process	NOUN
dpc-5762	180	9	,	,	PUNCT
dpc-5762	180	10	these	these	DET
dpc-5762	180	11	technologies	technology	NOUN
dpc-5762	180	12	help	help	VERB
dpc-5762	180	13	dermatologists	dermatologists	AUX
dpc-5762	180	14	select	select	VERB
dpc-5762	180	15	appropriate	appropriate	ADJ
dpc-5762	180	16	treatment	treatment	NOUN
dpc-5762	180	17	modalities	modality	NOUN
dpc-5762	180	18	,	,	PUNCT
dpc-5762	180	19	including	include	VERB
dpc-5762	180	20	laser	laser	NOUN
dpc-5762	180	21	therapy	therapy	NOUN
dpc-5762	180	22	or	or	CCONJ
dpc-5762	180	23	topical	topical	ADJ
dpc-5762	180	24	agents	agent	NOUN
dpc-5762	180	25	,	,	PUNCT
dpc-5762	180	26	to	to	PART
dpc-5762	180	27	improve	improve	VERB
dpc-5762	180	28	the	the	DET
dpc-5762	180	29	appearance	appearance	NOUN
dpc-5762	180	30	of	of	ADP
dpc-5762	180	31	scars	scar	NOUN
dpc-5762	180	32	and	and	CCONJ
dpc-5762	180	33	wrinkles	wrinkle	NOUN
dpc-5762	180	34	in	in	ADP
dpc-5762	180	35	patients	patient	NOUN
dpc-5762	180	36	of	of	ADP
dpc-5762	180	37	all	all	DET
dpc-5762	180	38	skin	skin	NOUN
dpc-5762	180	39	types	type	NOUN
dpc-5762	180	40	.	.	PUNCT
dpc-5762	181	1	ultimately	ultimately	ADV
dpc-5762	181	2	,	,	PUNCT
dpc-5762	181	3	skin	skin	NOUN
dpc-5762	181	4	imaging	imaging	NOUN
dpc-5762	181	5	technologies	technology	NOUN
dpc-5762	181	6	play	play	VERB
dpc-5762	181	7	an	an	DET
dpc-5762	181	8	increasingly	increasingly	ADV
dpc-5762	181	9	important	important	ADJ
dpc-5762	181	10	role	role	NOUN
dpc-5762	181	11	in	in	ADP
dpc-5762	181	12	dermatology	dermatology	NOUN
dpc-5762	181	13	for	for	ADP
dpc-5762	181	14	their	their	PRON
dpc-5762	181	15	ability	ability	NOUN
dpc-5762	181	16	to	to	PART
dpc-5762	181	17	enhance	enhance	VERB
dpc-5762	181	18	diagnostic	diagnostic	ADJ
dpc-5762	181	19	accuracy	accuracy	NOUN
dpc-5762	181	20	,	,	PUNCT
dpc-5762	181	21	guide	guide	VERB
dpc-5762	181	22	therapeutic	therapeutic	ADJ
dpc-5762	181	23	interventions	intervention	NOUN
dpc-5762	181	24	,	,	PUNCT
dpc-5762	181	25	and	and	CCONJ
dpc-5762	181	26	improve	improve	VERB
dpc-5762	181	27	cosmetic	cosmetic	ADJ
dpc-5762	181	28	outcomes	outcome	NOUN
dpc-5762	181	29	across	across	ADP
dpc-5762	181	30	diverse	diverse	ADJ
dpc-5762	181	31	patient	patient	ADJ
dpc-5762	181	32	populations	population	NOUN
dpc-5762	181	33	.	.	PUNCT
dpc-5762	182	1	by	by	ADP
dpc-5762	182	2	addressing	address	VERB
dpc-5762	182	3	the	the	DET
dpc-5762	182	4	unique	unique	ADJ
dpc-5762	182	5	challenges	challenge	NOUN
dpc-5762	182	6	associated	associate	VERB
dpc-5762	182	7	with	with	ADP
dpc-5762	182	8	skin	skin	NOUN
dpc-5762	182	9	of	of	ADP
dpc-5762	182	10	color	color	NOUN
dpc-5762	182	11	,	,	PUNCT
dpc-5762	182	12	these	these	DET
dpc-5762	182	13	advanced	advanced	ADJ
dpc-5762	182	14	techniques	technique	NOUN
dpc-5762	182	15	ensure	ensure	VERB
dpc-5762	182	16	equitable	equitable	ADJ
dpc-5762	182	17	access	access	NOUN
dpc-5762	182	18	to	to	ADP
dpc-5762	182	19	high	high	ADJ
dpc-5762	182	20	-	-	PUNCT
dpc-5762	182	21	quality	quality	NOUN
dpc-5762	182	22	care	care	NOUN
dpc-5762	182	23	and	and	CCONJ
dpc-5762	182	24	personalized	personalized	ADJ
dpc-5762	182	25	treatment	treatment	NOUN
dpc-5762	182	26	strategies	strategy	NOUN
dpc-5762	182	27	,	,	PUNCT
dpc-5762	182	28	thereby	thereby	ADV
dpc-5762	182	29	advancing	advance	VERB
dpc-5762	182	30	dermatological	dermatological	ADJ
dpc-5762	182	31	practice	practice	NOUN
dpc-5762	182	32	towards	towards	ADP
dpc-5762	182	33	more	more	ADJ
dpc-5762	182	34	inclusive	inclusive	ADJ
dpc-5762	182	35	and	and	CCONJ
dpc-5762	182	36	effective	effective	ADJ
dpc-5762	182	37	patient	patient	ADJ
dpc-5762	182	38	management	management	NOUN
dpc-5762	182	39	.	.	PUNCT
dpc-5762	183	1	we	we	PRON
dpc-5762	183	2	have	have	AUX
dpc-5762	183	3	illustrated	illustrate	VERB
dpc-5762	183	4	a	a	DET
dpc-5762	183	5	conceptual	conceptual	ADJ
dpc-5762	183	6	framework	framework	NOUN
dpc-5762	183	7	in	in	ADP
dpc-5762	183	8	figure	figure	NOUN
dpc-5762	183	9	4	4	NUM
dpc-5762	183	10	below	below	ADV
dpc-5762	183	11	.	.	PUNCT
dpc-5762	184	1	barriers	barrier	NOUN
dpc-5762	184	2	to	to	PART
dpc-5762	184	3	ai	ai	VERB
dpc-5762	184	4	equity	equity	NOUN
dpc-5762	184	5	in	in	ADP
dpc-5762	184	6	skin	skin	NOUN
dpc-5762	184	7	imaging	image	VERB
dpc-5762	184	8	artificial	artificial	ADJ
dpc-5762	184	9	intelligence	intelligence	NOUN
dpc-5762	184	10	and	and	CCONJ
dpc-5762	184	11	machine	machine	NOUN
dpc-5762	184	12	learning	learn	VERB
dpc-5762	184	13	artificial	artificial	ADJ
dpc-5762	184	14	intelligence	intelligence	NOUN
dpc-5762	184	15	(	(	PUNCT
dpc-5762	184	16	ai	ai	NOUN
dpc-5762	184	17	)	)	PUNCT
dpc-5762	184	18	and	and	CCONJ
dpc-5762	184	19	machine	machine	NOUN
dpc-5762	184	20	learning	learning	NOUN
dpc-5762	184	21	(	(	PUNCT
dpc-5762	184	22	ml	ml	NOUN
dpc-5762	184	23	)	)	PUNCT
dpc-5762	184	24	are	be	AUX
dpc-5762	184	25	increasingly	increasingly	ADV
dpc-5762	184	26	utilized	utilize	VERB
dpc-5762	184	27	to	to	PART
dpc-5762	184	28	enhance	enhance	VERB
dpc-5762	184	29	the	the	DET
dpc-5762	184	30	analysis	analysis	NOUN
dpc-5762	184	31	and	and	CCONJ
dpc-5762	184	32	interpretation	interpretation	NOUN
dpc-5762	184	33	of	of	ADP
dpc-5762	184	34	skin	skin	NOUN
dpc-5762	184	35	images	image	NOUN
dpc-5762	184	36	,	,	PUNCT
dpc-5762	184	37	particularly	particularly	ADV
dpc-5762	184	38	in	in	ADP
dpc-5762	184	39	populations	population	NOUN
dpc-5762	184	40	with	with	ADP
dpc-5762	184	41	diverse	diverse	ADJ
dpc-5762	184	42	skin	skin	NOUN
dpc-5762	184	43	tones	tone	NOUN
dpc-5762	185	1	[	[	X
dpc-5762	185	2	26	26	NUM
dpc-5762	185	3	]	]	PUNCT
dpc-5762	185	4	.	.	PUNCT
dpc-5762	186	1	algorithms	algorithm	NOUN
dpc-5762	186	2	trained	train	VERB
dpc-5762	186	3	on	on	ADP
dpc-5762	186	4	extensive	extensive	ADJ
dpc-5762	186	5	datasets	dataset	NOUN
dpc-5762	186	6	encompassing	encompass	VERB
dpc-5762	186	7	varied	varied	ADJ
dpc-5762	186	8	pigmentation	pigmentation	NOUN
dpc-5762	186	9	levels	level	NOUN
dpc-5762	186	10	and	and	CCONJ
dpc-5762	186	11	dermatological	dermatological	ADJ
dpc-5762	186	12	conditions	condition	NOUN
dpc-5762	186	13	enable	enable	VERB
dpc-5762	186	14	more	more	ADV
dpc-5762	186	15	accurate	accurate	ADJ
dpc-5762	186	16	detection	detection	NOUN
dpc-5762	186	17	and	and	CCONJ
dpc-5762	186	18	classification	classification	NOUN
dpc-5762	186	19	of	of	ADP
dpc-5762	186	20	skin	skin	NOUN
dpc-5762	186	21	lesions	lesion	NOUN
dpc-5762	186	22	,	,	PUNCT
dpc-5762	186	23	including	include	VERB
dpc-5762	186	24	melanomas	melanomas	NOUN
dpc-5762	186	25	and	and	CCONJ
dpc-5762	186	26	other	other	ADJ
dpc-5762	186	27	skin	skin	NOUN
dpc-5762	186	28	cancers	cancer	NOUN
dpc-5762	186	29	.	.	PUNCT
dpc-5762	187	1	by	by	ADP
dpc-5762	187	2	learning	learn	VERB
dpc-5762	187	3	from	from	ADP
dpc-5762	187	4	a	a	DET
dpc-5762	187	5	broad	broad	ADJ
dpc-5762	187	6	spectrum	spectrum	NOUN
dpc-5762	187	7	of	of	ADP
dpc-5762	187	8	skin	skin	NOUN
dpc-5762	187	9	types	type	NOUN
dpc-5762	187	10	,	,	PUNCT
dpc-5762	187	11	these	these	DET
dpc-5762	187	12	ai	ai	NOUN
dpc-5762	187	13	models	model	NOUN
dpc-5762	187	14	improve	improve	VERB
dpc-5762	187	15	diagnostic	diagnostic	ADJ
dpc-5762	187	16	precision	precision	NOUN
dpc-5762	187	17	and	and	CCONJ
dpc-5762	187	18	reduce	reduce	VERB
dpc-5762	187	19	disparities	disparity	NOUN
dpc-5762	187	20	in	in	ADP
dpc-5762	187	21	healthcare	healthcare	NOUN
dpc-5762	187	22	outcomes	outcome	NOUN
dpc-5762	187	23	.	.	PUNCT
dpc-5762	188	1	wearable	wearable	ADJ
dpc-5762	188	2	skin	skin	NOUN
dpc-5762	188	3	imaging	imaging	NOUN
dpc-5762	188	4	devices	device	NOUN
dpc-5762	188	5	advancements	advancement	NOUN
dpc-5762	188	6	in	in	ADP
dpc-5762	188	7	miniaturization	miniaturization	NOUN
dpc-5762	188	8	and	and	CCONJ
dpc-5762	188	9	sensor	sensor	NOUN
dpc-5762	188	10	technology	technology	NOUN
dpc-5762	188	11	have	have	AUX
dpc-5762	188	12	led	lead	VERB
dpc-5762	188	13	to	to	ADP
dpc-5762	188	14	the	the	DET
dpc-5762	188	15	development	development	NOUN
dpc-5762	188	16	of	of	ADP
dpc-5762	188	17	wearable	wearable	ADJ
dpc-5762	188	18	skin	skin	NOUN
dpc-5762	188	19	imaging	imaging	NOUN
dpc-5762	188	20	devices	device	NOUN
dpc-5762	188	21	.	.	PUNCT
dpc-5762	189	1	these	these	DET
dpc-5762	189	2	portable	portable	ADJ
dpc-5762	189	3	devices	device	NOUN
dpc-5762	189	4	allow	allow	VERB
dpc-5762	189	5	for	for	ADP
dpc-5762	189	6	noninvasive	noninvasive	ADJ
dpc-5762	189	7	,	,	PUNCT
dpc-5762	189	8	real	real	ADJ
dpc-5762	189	9	-	-	PUNCT
dpc-5762	189	10	time	time	NOUN
dpc-5762	189	11	monitoring	monitoring	NOUN
dpc-5762	189	12	of	of	ADP
dpc-5762	189	13	skin	skin	NOUN
dpc-5762	189	14	conditions	condition	NOUN
dpc-5762	189	15	and	and	CCONJ
dpc-5762	189	16	treatment	treatment	NOUN
dpc-5762	189	17	responses	response	NOUN
dpc-5762	189	18	.	.	PUNCT
dpc-5762	190	1	designed	design	VERB
dpc-5762	190	2	to	to	PART
dpc-5762	190	3	be	be	AUX
dpc-5762	190	4	worn	wear	VERB
dpc-5762	190	5	comfortably	comfortably	ADV
dpc-5762	190	6	by	by	ADP
dpc-5762	190	7	patients	patient	NOUN
dpc-5762	190	8	,	,	PUNCT
dpc-5762	190	9	wearable	wearable	ADJ
dpc-5762	190	10	devices	device	NOUN
dpc-5762	190	11	provide	provide	VERB
dpc-5762	190	12	dermatologists	dermatologist	NOUN
dpc-5762	190	13	with	with	ADP
dpc-5762	190	14	continuous	continuous	ADJ
dpc-5762	190	15	access	access	NOUN
dpc-5762	190	16	to	to	ADP
dpc-5762	190	17	highresolution	highresolution	NOUN
dpc-5762	190	18	skin	skin	NOUN
dpc-5762	190	19	images	image	NOUN
dpc-5762	190	20	,	,	PUNCT
dpc-5762	190	21	facilitating	facilitate	VERB
dpc-5762	190	22	remote	remote	ADJ
dpc-5762	190	23	consultations	consultation	NOUN
dpc-5762	190	24	and	and	CCONJ
dpc-5762	190	25	personalized	personalized	ADJ
dpc-5762	190	26	treatment	treatment	NOUN
dpc-5762	190	27	adjustments	adjustment	NOUN
dpc-5762	190	28	[	[	X
dpc-5762	190	29	27	27	NUM
dpc-5762	190	30	]	]	PUNCT
dpc-5762	190	31	.	.	PUNCT
dpc-5762	191	1	their	their	PRON
dpc-5762	191	2	accessibility	accessibility	NOUN
dpc-5762	191	3	and	and	CCONJ
dpc-5762	191	4	convenience	convenience	NOUN
dpc-5762	191	5	make	make	VERB
dpc-5762	191	6	them	they	PRON
dpc-5762	191	7	invaluable	invaluable	ADJ
dpc-5762	191	8	tools	tool	NOUN
dpc-5762	191	9	in	in	ADP
dpc-5762	191	10	managing	manage	VERB
dpc-5762	191	11	chronic	chronic	ADJ
dpc-5762	191	12	dermatological	dermatological	ADJ
dpc-5762	191	13	conditions	condition	NOUN
dpc-5762	191	14	,	,	PUNCT
dpc-5762	191	15	promoting	promote	VERB
dpc-5762	191	16	patient	patient	ADJ
dpc-5762	191	17	engagement	engagement	NOUN
dpc-5762	191	18	,	,	PUNCT
dpc-5762	191	19	and	and	CCONJ
dpc-5762	191	20	improving	improve	VERB
dpc-5762	191	21	overall	overall	ADJ
dpc-5762	191	22	care	care	NOUN
dpc-5762	191	23	outcomes	outcome	NOUN
dpc-5762	191	24	across	across	ADP
dpc-5762	191	25	different	different	ADJ
dpc-5762	191	26	ethnicities	ethnicity	NOUN
dpc-5762	191	27	.	.	PUNCT
dpc-5762	192	1	review	review	VERB
dpc-5762	192	2	|	|	ADV
dpc-5762	192	3	dermatol	dermatol	ADJ
dpc-5762	192	4	pract	pract	NOUN
dpc-5762	192	5	concept	concept	NOUN
dpc-5762	192	6	.	.	PUNCT
dpc-5762	193	1	2025;15(4):5762	2025;15(4):5762	NUM
dpc-5762	193	2	7	7	NUM
dpc-5762	193	3	and	and	CCONJ
dpc-5762	193	4	ai	ai	AUX
dpc-5762	193	5	-	-	PUNCT
dpc-5762	193	6	driven	drive	VERB
dpc-5762	193	7	diagnostic	diagnostic	ADJ
dpc-5762	193	8	systems	system	NOUN
dpc-5762	193	9	may	may	AUX
dpc-5762	193	10	be	be	AUX
dpc-5762	193	11	prohibitively	prohibitively	ADV
dpc-5762	193	12	expensive	expensive	ADJ
dpc-5762	193	13	for	for	ADP
dpc-5762	193	14	many	many	ADJ
dpc-5762	193	15	healthcare	healthcare	NOUN
dpc-5762	193	16	facilities	facility	NOUN
dpc-5762	193	17	and	and	CCONJ
dpc-5762	193	18	patients	patient	NOUN
dpc-5762	193	19	[	[	X
dpc-5762	193	20	31	31	NUM
dpc-5762	193	21	]	]	PUNCT
dpc-5762	193	22	.	.	PUNCT
dpc-5762	194	1	ensuring	ensure	VERB
dpc-5762	194	2	affordability	affordability	NOUN
dpc-5762	194	3	and	and	CCONJ
dpc-5762	194	4	availability	availability	NOUN
dpc-5762	194	5	of	of	ADP
dpc-5762	194	6	these	these	DET
dpc-5762	194	7	technologies	technology	NOUN
dpc-5762	194	8	across	across	ADP
dpc-5762	194	9	diverse	diverse	ADJ
dpc-5762	194	10	socioeconomic	socioeconomic	ADJ
dpc-5762	194	11	backgrounds	background	NOUN
dpc-5762	194	12	is	be	AUX
dpc-5762	194	13	essential	essential	ADJ
dpc-5762	194	14	to	to	ADP
dpc-5762	194	15	reducing	reduce	VERB
dpc-5762	194	16	disparities	disparity	NOUN
dpc-5762	194	17	in	in	ADP
dpc-5762	194	18	dermatological	dermatological	ADJ
dpc-5762	194	19	care	care	NOUN
dpc-5762	194	20	and	and	CCONJ
dpc-5762	194	21	improving	improve	VERB
dpc-5762	194	22	health	health	NOUN
dpc-5762	194	23	outcomes	outcome	NOUN
dpc-5762	194	24	.	.	PUNCT
dpc-5762	195	1	future	future	ADJ
dpc-5762	195	2	directions	direction	NOUN
dpc-5762	195	3	emerging	emerge	VERB
dpc-5762	195	4	technologies	technology	NOUN
dpc-5762	195	5	a	a	DET
dpc-5762	195	6	new	new	ADJ
dpc-5762	195	7	computing	computing	NOUN
dpc-5762	195	8	method	method	NOUN
dpc-5762	195	9	for	for	ADP
dpc-5762	195	10	four	four	NUM
dpc-5762	195	11	-	-	PUNCT
dpc-5762	195	12	dimensional	dimensional	ADJ
dpc-5762	195	13	(	(	PUNCT
dpc-5762	195	14	4d	4d	NUM
dpc-5762	195	15	)	)	PUNCT
dpc-5762	195	16	spectral	spectral	ADJ
dpc-5762	195	17	-	-	PUNCT
dpc-5762	195	18	spatial	spatial	ADJ
dpc-5762	195	19	imaging	imaging	NOUN
dpc-5762	195	20	in	in	ADP
dpc-5762	195	21	photoacoustic	photoacoustic	ADJ
dpc-5762	195	22	imaging	imaging	NOUN
dpc-5762	195	23	(	(	PUNCT
dpc-5762	195	24	pai	pai	PROPN
dpc-5762	195	25	)	)	PUNCT
dpc-5762	195	26	,	,	PUNCT
dpc-5762	195	27	as	as	SCONJ
dpc-5762	195	28	discussed	discuss	VERB
dpc-5762	195	29	in	in	ADP
dpc-5762	195	30	section	section	NOUN
dpc-5762	195	31	3	3	NUM
dpc-5762	195	32	,	,	PUNCT
dpc-5762	195	33	has	have	AUX
dpc-5762	195	34	been	be	AUX
dpc-5762	195	35	developed	develop	VERB
dpc-5762	195	36	to	to	PART
dpc-5762	195	37	enable	enable	VERB
dpc-5762	195	38	quantitative	quantitative	ADJ
dpc-5762	195	39	analysis	analysis	NOUN
dpc-5762	195	40	and	and	CCONJ
dpc-5762	195	41	to	to	PART
dpc-5762	195	42	optimize	optimize	VERB
dpc-5762	195	43	both	both	DET
dpc-5762	195	44	structural	structural	ADJ
dpc-5762	195	45	and	and	CCONJ
dpc-5762	195	46	functional	functional	ADJ
dpc-5762	195	47	imaging	imaging	NOUN
dpc-5762	195	48	of	of	ADP
dpc-5762	195	49	skin	skin	NOUN
dpc-5762	195	50	.	.	PUNCT
dpc-5762	196	1	this	this	DET
dpc-5762	196	2	method	method	NOUN
dpc-5762	196	3	accounts	account	VERB
dpc-5762	196	4	for	for	ADP
dpc-5762	196	5	the	the	DET
dpc-5762	196	6	heterogeneous	heterogeneous	ADJ
dpc-5762	196	7	optical	optical	ADJ
dpc-5762	196	8	and	and	CCONJ
dpc-5762	196	9	acoustic	acoustic	ADJ
dpc-5762	196	10	properties	property	NOUN
dpc-5762	196	11	of	of	ADP
dpc-5762	196	12	skin	skin	NOUN
dpc-5762	196	13	tissues	tissue	NOUN
dpc-5762	196	14	,	,	PUNCT
dpc-5762	196	15	improving	improve	VERB
dpc-5762	196	16	the	the	DET
dpc-5762	196	17	accuracy	accuracy	NOUN
dpc-5762	196	18	of	of	ADP
dpc-5762	196	19	single	single	ADJ
dpc-5762	196	20	-	-	PUNCT
dpc-5762	196	21	spectrum	spectrum	NOUN
dpc-5762	196	22	and	and	CCONJ
dpc-5762	196	23	multispectral	multispectral	ADJ
dpc-5762	196	24	imaging	imaging	NOUN
dpc-5762	196	25	solutions	solution	NOUN
dpc-5762	196	26	[	[	X
dpc-5762	196	27	32	32	NUM
dpc-5762	196	28	]	]	PUNCT
dpc-5762	196	29	.	.	PUNCT
dpc-5762	197	1	the	the	DET
dpc-5762	197	2	evolution	evolution	NOUN
dpc-5762	197	3	from	from	ADP
dpc-5762	197	4	2d	2d	NUM
dpc-5762	197	5	to	to	ADP
dpc-5762	197	6	3d	3d	NUM
dpc-5762	197	7	and	and	CCONJ
dpc-5762	197	8	4d	4d	NUM
dpc-5762	197	9	imaging	imaging	NOUN
dpc-5762	197	10	technologies	technology	NOUN
dpc-5762	197	11	represents	represent	VERB
dpc-5762	197	12	a	a	DET
dpc-5762	197	13	significant	significant	ADJ
dpc-5762	197	14	advancement	advancement	NOUN
dpc-5762	197	15	in	in	ADP
dpc-5762	197	16	dermatological	dermatological	ADJ
dpc-5762	197	17	imaging	imaging	NOUN
dpc-5762	197	18	.	.	PUNCT
dpc-5762	198	1	these	these	DET
dpc-5762	198	2	technologies	technology	NOUN
dpc-5762	198	3	enable	enable	VERB
dpc-5762	198	4	dermatologists	dermatologist	NOUN
dpc-5762	198	5	to	to	PART
dpc-5762	198	6	capture	capture	VERB
dpc-5762	198	7	detailed	detail	VERB
dpc-5762	198	8	three	three	NUM
dpc-5762	198	9	dimensional	dimensional	ADJ
dpc-5762	198	10	representations	representation	NOUN
dpc-5762	198	11	of	of	ADP
dpc-5762	198	12	skin	skin	NOUN
dpc-5762	198	13	structures	structure	NOUN
dpc-5762	198	14	and	and	CCONJ
dpc-5762	198	15	dynamics	dynamic	NOUN
dpc-5762	198	16	over	over	ADP
dpc-5762	198	17	time	time	NOUN
dpc-5762	198	18	[	[	X
dpc-5762	198	19	33	33	NUM
dpc-5762	198	20	]	]	PUNCT
dpc-5762	198	21	.	.	PUNCT
dpc-5762	199	1	by	by	ADP
dpc-5762	199	2	visualizing	visualize	VERB
dpc-5762	199	3	changes	change	NOUN
dpc-5762	199	4	in	in	ADP
dpc-5762	199	5	skin	skin	NOUN
dpc-5762	199	6	texture	texture	NOUN
dpc-5762	199	7	,	,	PUNCT
dpc-5762	199	8	volume	volume	NOUN
dpc-5762	199	9	,	,	PUNCT
dpc-5762	199	10	and	and	CCONJ
dpc-5762	199	11	vascularization	vascularization	NOUN
dpc-5762	199	12	,	,	PUNCT
dpc-5762	199	13	3d	3d	NUM
dpc-5762	199	14	and	and	CCONJ
dpc-5762	199	15	4d	4d	NUM
dpc-5762	199	16	imaging	imaging	NOUN
dpc-5762	199	17	enhance	enhance	VERB
dpc-5762	199	18	diagnostic	diagnostic	ADJ
dpc-5762	199	19	accuracy	accuracy	NOUN
dpc-5762	199	20	and	and	CCONJ
dpc-5762	199	21	treatment	treatment	NOUN
dpc-5762	199	22	planning	planning	NOUN
dpc-5762	199	23	,	,	PUNCT
dpc-5762	199	24	particularly	particularly	ADV
dpc-5762	199	25	for	for	ADP
dpc-5762	199	26	complex	complex	ADJ
dpc-5762	199	27	dermatological	dermatological	ADJ
dpc-5762	199	28	conditions	condition	NOUN
dpc-5762	199	29	and	and	CCONJ
dpc-5762	199	30	cosmetic	cosmetic	ADJ
dpc-5762	199	31	procedures	procedure	NOUN
dpc-5762	199	32	.	.	PUNCT
dpc-5762	200	1	portable	portable	ADJ
dpc-5762	200	2	and	and	CCONJ
dpc-5762	200	3	point	point	NOUN
dpc-5762	200	4	-	-	PUNCT
dpc-5762	200	5	of	of	ADP
dpc-5762	200	6	-	-	PUNCT
dpc-5762	200	7	care	care	NOUN
dpc-5762	200	8	devices	device	NOUN
dpc-5762	200	9	portable	portable	ADJ
dpc-5762	200	10	and	and	CCONJ
dpc-5762	200	11	point	point	NOUN
dpc-5762	200	12	-	-	PUNCT
dpc-5762	200	13	of	of	ADP
dpc-5762	200	14	-	-	PUNCT
dpc-5762	200	15	care	care	NOUN
dpc-5762	200	16	skin	skin	NOUN
dpc-5762	200	17	imaging	imaging	NOUN
dpc-5762	200	18	devices	device	NOUN
dpc-5762	200	19	are	be	AUX
dpc-5762	200	20	transforming	transform	VERB
dpc-5762	200	21	dermatological	dermatological	ADJ
dpc-5762	200	22	practice	practice	NOUN
dpc-5762	200	23	by	by	ADP
dpc-5762	200	24	enabling	enable	VERB
dpc-5762	200	25	rapid	rapid	ADJ
dpc-5762	200	26	assessments	assessment	NOUN
dpc-5762	200	27	in	in	ADP
dpc-5762	200	28	various	various	ADJ
dpc-5762	200	29	clinical	clinical	ADJ
dpc-5762	200	30	settings	setting	NOUN
dpc-5762	200	31	.	.	PUNCT
dpc-5762	201	1	these	these	DET
dpc-5762	201	2	handheld	handheld	ADJ
dpc-5762	201	3	devices	device	NOUN
dpc-5762	201	4	,	,	PUNCT
dpc-5762	201	5	equipped	equip	VERB
dpc-5762	201	6	with	with	ADP
dpc-5762	201	7	advanced	advanced	ADJ
dpc-5762	201	8	optics	optic	NOUN
dpc-5762	201	9	and	and	CCONJ
dpc-5762	201	10	imaging	imaging	NOUN
dpc-5762	201	11	modalities	modality	NOUN
dpc-5762	201	12	,	,	PUNCT
dpc-5762	201	13	deliver	deliver	VERB
dpc-5762	201	14	high	high	ADJ
dpc-5762	201	15	-	-	PUNCT
dpc-5762	201	16	quality	quality	NOUN
dpc-5762	201	17	images	image	NOUN
dpc-5762	201	18	of	of	ADP
dpc-5762	201	19	skin	skin	NOUN
dpc-5762	201	20	lesions	lesion	NOUN
dpc-5762	201	21	and	and	CCONJ
dpc-5762	201	22	abnormalities	abnormality	NOUN
dpc-5762	201	23	[	[	X
dpc-5762	201	24	28	28	NUM
dpc-5762	201	25	]	]	PUNCT
dpc-5762	201	26	.	.	PUNCT
dpc-5762	202	1	dermatologists	dermatologist	NOUN
dpc-5762	202	2	can	can	AUX
dpc-5762	202	3	use	use	VERB
dpc-5762	202	4	these	these	DET
dpc-5762	202	5	devices	device	NOUN
dpc-5762	202	6	for	for	ADP
dpc-5762	202	7	on	on	ADP
dpc-5762	202	8	the	the	DET
dpc-5762	202	9	-	-	PUNCT
dpc-5762	202	10	spot	spot	NOUN
dpc-5762	202	11	evaluations	evaluation	NOUN
dpc-5762	202	12	during	during	ADP
dpc-5762	202	13	patient	patient	ADJ
dpc-5762	202	14	consultations	consultation	NOUN
dpc-5762	202	15	,	,	PUNCT
dpc-5762	202	16	dermatology	dermatology	NOUN
dpc-5762	202	17	clinics	clinic	NOUN
dpc-5762	202	18	,	,	PUNCT
dpc-5762	202	19	or	or	CCONJ
dpc-5762	202	20	community	community	NOUN
dpc-5762	202	21	health	health	NOUN
dpc-5762	202	22	screenings	screening	NOUN
dpc-5762	202	23	.	.	PUNCT
dpc-5762	203	1	their	their	PRON
dpc-5762	203	2	ability	ability	NOUN
dpc-5762	203	3	to	to	PART
dpc-5762	203	4	provide	provide	VERB
dpc-5762	203	5	instant	instant	ADJ
dpc-5762	203	6	feedback	feedback	NOUN
dpc-5762	203	7	and	and	CCONJ
dpc-5762	203	8	image	image	NOUN
dpc-5762	203	9	documentation	documentation	NOUN
dpc-5762	203	10	enhances	enhance	VERB
dpc-5762	203	11	diagnostic	diagnostic	ADJ
dpc-5762	203	12	efficiency	efficiency	NOUN
dpc-5762	203	13	,	,	PUNCT
dpc-5762	203	14	supports	support	VERB
dpc-5762	203	15	timely	timely	ADJ
dpc-5762	203	16	interventions	intervention	NOUN
dpc-5762	203	17	,	,	PUNCT
dpc-5762	203	18	and	and	CCONJ
dpc-5762	203	19	fosters	foster	VERB
dpc-5762	203	20	equitable	equitable	ADJ
dpc-5762	203	21	healthcare	healthcare	NOUN
dpc-5762	203	22	delivery	delivery	NOUN
dpc-5762	203	23	for	for	ADP
dpc-5762	203	24	individuals	individual	NOUN
dpc-5762	203	25	with	with	ADP
dpc-5762	203	26	diverse	diverse	ADJ
dpc-5762	203	27	skin	skin	NOUN
dpc-5762	203	28	tones	tone	NOUN
dpc-5762	203	29	[	[	X
dpc-5762	203	30	28	28	NUM
dpc-5762	203	31	]	]	PUNCT
dpc-5762	203	32	.	.	PUNCT
dpc-5762	204	1	challenges	challenge	NOUN
dpc-5762	204	2	and	and	CCONJ
dpc-5762	204	3	limitations	limitation	NOUN
dpc-5762	204	4	one	one	NUM
dpc-5762	204	5	of	of	ADP
dpc-5762	204	6	the	the	DET
dpc-5762	204	7	primary	primary	ADJ
dpc-5762	204	8	technical	technical	ADJ
dpc-5762	204	9	challenges	challenge	NOUN
dpc-5762	204	10	in	in	ADP
dpc-5762	204	11	skin	skin	NOUN
dpc-5762	204	12	imaging	imaging	NOUN
dpc-5762	204	13	,	,	PUNCT
dpc-5762	204	14	especially	especially	ADV
dpc-5762	204	15	for	for	ADP
dpc-5762	204	16	darker	dark	ADJ
dpc-5762	204	17	skin	skin	NOUN
dpc-5762	204	18	tones	tone	NOUN
dpc-5762	204	19	,	,	PUNCT
dpc-5762	204	20	is	be	AUX
dpc-5762	204	21	achieving	achieve	VERB
dpc-5762	204	22	sufficient	sufficient	ADJ
dpc-5762	204	23	resolution	resolution	NOUN
dpc-5762	204	24	and	and	CCONJ
dpc-5762	204	25	depth	depth	NOUN
dpc-5762	204	26	penetration	penetration	NOUN
dpc-5762	204	27	[	[	X
dpc-5762	204	28	29	29	NUM
dpc-5762	204	29	]	]	PUNCT
dpc-5762	204	30	.	.	PUNCT
dpc-5762	205	1	traditional	traditional	ADJ
dpc-5762	205	2	imaging	imaging	NOUN
dpc-5762	205	3	techniques	technique	NOUN
dpc-5762	205	4	may	may	AUX
dpc-5762	205	5	struggle	struggle	VERB
dpc-5762	205	6	to	to	PART
dpc-5762	205	7	capture	capture	VERB
dpc-5762	205	8	detailed	detailed	ADJ
dpc-5762	205	9	structures	structure	NOUN
dpc-5762	205	10	and	and	CCONJ
dpc-5762	205	11	abnormalities	abnormality	NOUN
dpc-5762	205	12	in	in	ADP
dpc-5762	205	13	deeper	deep	ADJ
dpc-5762	205	14	layers	layer	NOUN
dpc-5762	205	15	of	of	ADP
dpc-5762	205	16	melanin	melanin	NOUN
dpc-5762	205	17	-	-	PUNCT
dpc-5762	205	18	rich	rich	ADJ
dpc-5762	205	19	skin	skin	NOUN
dpc-5762	205	20	[	[	X
dpc-5762	205	21	30	30	NUM
dpc-5762	205	22	]	]	PUNCT
dpc-5762	205	23	.	.	PUNCT
dpc-5762	206	1	this	this	DET
dpc-5762	206	2	limitation	limitation	NOUN
dpc-5762	206	3	can	can	AUX
dpc-5762	206	4	affect	affect	VERB
dpc-5762	206	5	the	the	DET
dpc-5762	206	6	accuracy	accuracy	NOUN
dpc-5762	206	7	of	of	ADP
dpc-5762	206	8	diagnostic	diagnostic	ADJ
dpc-5762	206	9	assessments	assessment	NOUN
dpc-5762	206	10	and	and	CCONJ
dpc-5762	206	11	treatment	treatment	NOUN
dpc-5762	206	12	monitoring	monitoring	NOUN
dpc-5762	206	13	,	,	PUNCT
dpc-5762	206	14	requiring	require	VERB
dpc-5762	206	15	advancements	advancement	NOUN
dpc-5762	206	16	in	in	ADP
dpc-5762	206	17	optics	optic	NOUN
dpc-5762	206	18	and	and	CCONJ
dpc-5762	206	19	imaging	imaging	NOUN
dpc-5762	206	20	modalities	modality	NOUN
dpc-5762	206	21	tailored	tailor	VERB
dpc-5762	206	22	to	to	PART
dpc-5762	206	23	diverse	diverse	VERB
dpc-5762	206	24	pigmentation	pigmentation	NOUN
dpc-5762	206	25	levels	level	NOUN
dpc-5762	206	26	.	.	PUNCT
dpc-5762	207	1	moreover	moreover	ADV
dpc-5762	207	2	,	,	PUNCT
dpc-5762	207	3	the	the	DET
dpc-5762	207	4	cost	cost	NOUN
dpc-5762	207	5	of	of	ADP
dpc-5762	207	6	advanced	advanced	ADJ
dpc-5762	207	7	skin	skin	NOUN
dpc-5762	207	8	imaging	imaging	NOUN
dpc-5762	207	9	technologies	technology	NOUN
dpc-5762	207	10	poses	pose	VERB
dpc-5762	207	11	a	a	DET
dpc-5762	207	12	significant	significant	ADJ
dpc-5762	207	13	barrier	barrier	NOUN
dpc-5762	207	14	to	to	AUX
dpc-5762	207	15	equitable	equitable	ADJ
dpc-5762	207	16	access	access	NOUN
dpc-5762	207	17	,	,	PUNCT
dpc-5762	207	18	particularly	particularly	ADV
dpc-5762	207	19	in	in	ADP
dpc-5762	207	20	resource	resource	NOUN
dpc-5762	207	21	-	-	PUNCT
dpc-5762	207	22	limited	limit	VERB
dpc-5762	207	23	settings	setting	NOUN
dpc-5762	207	24	.	.	PUNCT
dpc-5762	208	1	high	high	ADJ
dpc-5762	208	2	-	-	PUNCT
dpc-5762	208	3	end	end	NOUN
dpc-5762	208	4	imaging	imaging	NOUN
dpc-5762	208	5	devices	device	NOUN
dpc-5762	208	6	figure	figure	VERB
dpc-5762	208	7	4	4	NUM
dpc-5762	208	8	.	.	PUNCT
dpc-5762	208	9	conceptual	conceptual	ADJ
dpc-5762	208	10	framework	framework	NOUN
dpc-5762	208	11	:	:	PUNCT
dpc-5762	208	12	interplay	interplay	NOUN
dpc-5762	208	13	and	and	CCONJ
dpc-5762	208	14	directional	directional	ADJ
dpc-5762	208	15	relationships	relationship	NOUN
dpc-5762	208	16	between	between	ADP
dpc-5762	208	17	ai	ai	PROPN
dpc-5762	208	18	,	,	PUNCT
dpc-5762	208	19	bias	bias	NOUN
dpc-5762	208	20	,	,	PUNCT
dpc-5762	208	21	melanin	melanin	NOUN
dpc-5762	208	22	,	,	PUNCT
dpc-5762	208	23	and	and	CCONJ
dpc-5762	208	24	errors	error	NOUN
dpc-5762	208	25	.	.	PUNCT
dpc-5762	209	1	8	8	NUM
dpc-5762	209	2	review	review	NOUN
dpc-5762	209	3	|	|	ADV
dpc-5762	209	4	dermatol	dermatol	ADJ
dpc-5762	209	5	pract	pract	NOUN
dpc-5762	209	6	concept	concept	NOUN
dpc-5762	209	7	.	.	PUNCT
dpc-5762	210	1	2025;15(4):5762	2025;15(4):5762	NUM
dpc-5762	210	2	applications	application	NOUN
dpc-5762	210	3	,	,	PUNCT
dpc-5762	210	4	may	may	AUX
dpc-5762	210	5	enhance	enhance	VERB
dpc-5762	210	6	clinical	clinical	ADJ
dpc-5762	210	7	practice	practice	NOUN
dpc-5762	210	8	,	,	PUNCT
dpc-5762	210	9	though	though	SCONJ
dpc-5762	210	10	further	further	ADJ
dpc-5762	210	11	validation	validation	NOUN
dpc-5762	210	12	in	in	ADP
dpc-5762	210	13	diverse	diverse	ADJ
dpc-5762	210	14	populations	population	NOUN
dpc-5762	210	15	is	be	AUX
dpc-5762	210	16	needed	need	VERB
dpc-5762	210	17	.	.	PUNCT
dpc-5762	211	1	these	these	DET
dpc-5762	211	2	developments	development	NOUN
dpc-5762	211	3	will	will	AUX
dpc-5762	211	4	facilitate	facilitate	VERB
dpc-5762	211	5	more	more	ADV
dpc-5762	211	6	personalized	personalized	ADJ
dpc-5762	211	7	medicine	medicine	NOUN
dpc-5762	211	8	approaches	approach	NOUN
dpc-5762	211	9	,	,	PUNCT
dpc-5762	211	10	improve	improve	VERB
dpc-5762	211	11	predictive	predictive	ADJ
dpc-5762	211	12	modeling	modeling	NOUN
dpc-5762	211	13	,	,	PUNCT
dpc-5762	211	14	and	and	CCONJ
dpc-5762	211	15	continue	continue	VERB
dpc-5762	211	16	to	to	PART
dpc-5762	211	17	ameliorate	ameliorate	VERB
dpc-5762	211	18	dermatological	dermatological	ADJ
dpc-5762	211	19	care	care	NOUN
dpc-5762	211	20	,	,	PUNCT
dpc-5762	211	21	ultimately	ultimately	ADV
dpc-5762	211	22	improving	improve	VERB
dpc-5762	211	23	the	the	DET
dpc-5762	211	24	quality	quality	NOUN
dpc-5762	211	25	of	of	ADP
dpc-5762	211	26	life	life	NOUN
dpc-5762	211	27	for	for	ADP
dpc-5762	211	28	patients	patient	NOUN
dpc-5762	211	29	worldwide	worldwide	ADV
dpc-5762	211	30	.	.	PUNCT
dpc-5762	212	1	acknowledgements	acknowledgement	NOUN
dpc-5762	212	2	ai	ai	AUX
dpc-5762	212	3	tools	tool	NOUN
dpc-5762	212	4	were	be	AUX
dpc-5762	212	5	minimally	minimally	ADV
dpc-5762	212	6	utilized	utilize	VERB
dpc-5762	212	7	in	in	ADP
dpc-5762	212	8	the	the	DET
dpc-5762	212	9	abstract	abstract	ADJ
dpc-5762	212	10	and	and	CCONJ
dpc-5762	212	11	conclusions	conclusion	NOUN
dpc-5762	212	12	sections	section	NOUN
dpc-5762	212	13	to	to	PART
dpc-5762	212	14	enhance	enhance	VERB
dpc-5762	212	15	sentence	sentence	NOUN
dpc-5762	212	16	clarity	clarity	NOUN
dpc-5762	212	17	.	.	PUNCT
dpc-5762	213	1	references	reference	NOUN
dpc-5762	213	2	1	1	NUM
dpc-5762	213	3	.	.	PUNCT
dpc-5762	213	4	brenner	brenner	PROPN
dpc-5762	213	5	m	m	PROPN
dpc-5762	213	6	,	,	PUNCT
dpc-5762	213	7	hearing	hear	VERB
dpc-5762	213	8	vj	vj	PROPN
dpc-5762	213	9	.	.	PUNCT
dpc-5762	214	1	the	the	DET
dpc-5762	214	2	protective	protective	ADJ
dpc-5762	214	3	role	role	NOUN
dpc-5762	214	4	of	of	ADP
dpc-5762	214	5	melanin	melanin	NOUN
dpc-5762	214	6	against	against	ADP
dpc-5762	214	7	uv	uv	NOUN
dpc-5762	214	8	damage	damage	NOUN
dpc-5762	214	9	in	in	ADP
dpc-5762	214	10	human	human	ADJ
dpc-5762	214	11	skin	skin	NOUN
dpc-5762	214	12	.	.	PUNCT
dpc-5762	215	1	photochem	photochem	PROPN
dpc-5762	215	2	photobiol	photobiol	NOUN
dpc-5762	215	3	.	.	PUNCT
dpc-5762	216	1	2008;84(3):539	2008;84(3):539	NOUN
dpc-5762	216	2	-	-	PUNCT
dpc-5762	216	3	549	549	NUM
dpc-5762	216	4	.	.	PUNCT
dpc-5762	216	5	doi	doi	NOUN
dpc-5762	216	6	:	:	PUNCT
dpc-5762	216	7	10.1111	10.1111	NUM
dpc-5762	216	8	/	/	SYM
dpc-5762	216	9	j.1751	j.1751	NOUN
dpc-5762	216	10	-	-	PUNCT
dpc-5762	216	11	1097.2007.00226.x	1097.2007.00226.x	NUM
dpc-5762	216	12	.	.	PUNCT
dpc-5762	217	1	pmid	pmid	NOUN
dpc-5762	217	2	:	:	PUNCT
dpc-5762	217	3	18435612	18435612	NUM
dpc-5762	217	4	.	.	PUNCT
dpc-5762	218	1	2	2	NUM
dpc-5762	218	2	.	.	X
dpc-5762	218	3	zafar	zafar	PROPN
dpc-5762	218	4	m	m	PROPN
dpc-5762	218	5	,	,	PUNCT
dpc-5762	218	6	siegel	siegel	PROPN
dpc-5762	218	7	ap	ap	PROPN
dpc-5762	218	8	,	,	PUNCT
dpc-5762	218	9	avanaki	avanaki	ADV
dpc-5762	218	10	k	k	X
dpc-5762	218	11	,	,	PUNCT
dpc-5762	218	12	manwar	manwar	PROPN
dpc-5762	218	13	r.	r.	PROPN
dpc-5762	218	14	skin	skin	NOUN
dpc-5762	218	15	imaging	imaging	NOUN
dpc-5762	218	16	using	use	VERB
dpc-5762	218	17	optical	optical	ADJ
dpc-5762	218	18	coherence	coherence	NOUN
dpc-5762	218	19	tomography	tomography	NOUN
dpc-5762	218	20	and	and	CCONJ
dpc-5762	218	21	photoacoustic	photoacoustic	ADJ
dpc-5762	218	22	imaging	imaging	NOUN
dpc-5762	218	23	:	:	PUNCT
dpc-5762	218	24	a	a	DET
dpc-5762	218	25	mini	mini	NOUN
dpc-5762	218	26	-	-	NOUN
dpc-5762	218	27	review	review	NOUN
dpc-5762	218	28	.	.	PUNCT
dpc-5762	219	1	optics	optic	NOUN
dpc-5762	219	2	.	.	PUNCT
dpc-5762	220	1	2024;5(2):248	2024;5(2):248	NUM
dpc-5762	220	2	-	-	SYM
dpc-5762	220	3	266	266	NUM
dpc-5762	220	4	.	.	PUNCT
dpc-5762	221	1	doi	doi	NOUN
dpc-5762	221	2	:	:	PUNCT
dpc-5762	221	3	10.3390	10.3390	NUM
dpc-5762	221	4	/opt5020018	/opt5020018	PUNCT
dpc-5762	221	5	.	.	PUNCT
dpc-5762	222	1	pmid	pmid	NOUN
dpc-5762	222	2	:	:	PUNCT
dpc-5762	222	3	40003734	40003734	NUM
dpc-5762	222	4	.	.	PUNCT
dpc-5762	223	1	3	3	X
dpc-5762	223	2	.	.	X
dpc-5762	223	3	myslicka	myslicka	PROPN
dpc-5762	223	4	m	m	PROPN
dpc-5762	223	5	,	,	PUNCT
dpc-5762	223	6	et	et	PROPN
dpc-5762	223	7	al	al	PROPN
dpc-5762	223	8	.	.	PROPN
dpc-5762	224	1	review	review	NOUN
dpc-5762	224	2	of	of	ADP
dpc-5762	224	3	the	the	DET
dpc-5762	224	4	application	application	NOUN
dpc-5762	224	5	of	of	ADP
dpc-5762	224	6	the	the	DET
dpc-5762	224	7	most	most	ADV
dpc-5762	224	8	current	current	ADJ
dpc-5762	224	9	sophisticated	sophisticated	ADJ
dpc-5762	224	10	image	image	NOUN
dpc-5762	224	11	processing	processing	NOUN
dpc-5762	224	12	methods	method	NOUN
dpc-5762	224	13	for	for	ADP
dpc-5762	224	14	the	the	DET
dpc-5762	224	15	skin	skin	NOUN
dpc-5762	224	16	cancer	cancer	NOUN
dpc-5762	224	17	diagnostics	diagnostic	NOUN
dpc-5762	224	18	purposes	purpose	NOUN
dpc-5762	224	19	.	.	PUNCT
dpc-5762	225	1	arch	arch	ADJ
dpc-5762	225	2	dermatol	dermatol	NOUN
dpc-5762	225	3	res	re	NOUN
dpc-5762	225	4	.	.	PUNCT
dpc-5762	225	5	2024;316(4):99	2024;316(4):99	NUM
dpc-5762	225	6	.	.	PUNCT
dpc-5762	225	7	doi	doi	NOUN
dpc-5762	225	8	:	:	PUNCT
dpc-5762	225	9	10.1007	10.1007	NUM
dpc-5762	225	10	/	/	SYM
dpc-5762	225	11	s00403	s00403	NOUN
dpc-5762	225	12	-	-	PUNCT
dpc-5762	225	13	024	024	NUM
dpc-5762	225	14	-	-	PUNCT
dpc-5762	225	15	02828	02828	NUM
dpc-5762	225	16	-	-	PUNCT
dpc-5762	225	17	1	1	NUM
dpc-5762	225	18	.	.	PUNCT
dpc-5762	226	1	pmid	pmid	NOUN
dpc-5762	226	2	:	:	PUNCT
dpc-5762	226	3	38446274	38446274	NUM
dpc-5762	226	4	.	.	PUNCT
dpc-5762	227	1	4	4	X
dpc-5762	227	2	.	.	X
dpc-5762	227	3	levy	levy	PROPN
dpc-5762	227	4	j	j	PROPN
dpc-5762	227	5	,	,	PUNCT
dpc-5762	227	6	et	et	PROPN
dpc-5762	227	7	al	al	PROPN
dpc-5762	227	8	.	.	PROPN
dpc-5762	227	9	high	high	ADJ
dpc-5762	227	10	-	-	PUNCT
dpc-5762	227	11	frequency	frequency	NOUN
dpc-5762	227	12	ultrasound	ultrasound	NOUN
dpc-5762	227	13	in	in	ADP
dpc-5762	227	14	clinical	clinical	ADJ
dpc-5762	227	15	dermatology	dermatology	NOUN
dpc-5762	227	16	:	:	PUNCT
dpc-5762	227	17	a	a	DET
dpc-5762	227	18	review	review	NOUN
dpc-5762	227	19	.	.	PUNCT
dpc-5762	228	1	ultrasound	ultrasound	PROPN
dpc-5762	228	2	j.	j.	PROPN
dpc-5762	228	3	2021;13(1):24	2021;13(1):24	PROPN
dpc-5762	228	4	.	.	PUNCT
dpc-5762	228	5	doi	doi	NOUN
dpc-5762	228	6	:	:	PUNCT
dpc-5762	228	7	10.1186	10.1186	NUM
dpc-5762	228	8	/	/	SYM
dpc-5762	228	9	s13089	s13089	NOUN
dpc-5762	228	10	-021	-021	PROPN
dpc-5762	228	11	-	-	PUNCT
dpc-5762	228	12	00225	00225	NUM
dpc-5762	228	13	-	-	PUNCT
dpc-5762	228	14	2	2	NUM
dpc-5762	228	15	.	.	PUNCT
dpc-5762	229	1	pmid	pmid	NOUN
dpc-5762	229	2	:	:	PUNCT
dpc-5762	229	3	34475823	34475823	NUM
dpc-5762	229	4	.	.	PUNCT
dpc-5762	230	1	5	5	X
dpc-5762	230	2	.	.	PUNCT
dpc-5762	230	3	heibel	heibel	PROPN
dpc-5762	230	4	hd	hd	PROPN
dpc-5762	230	5	,	,	PUNCT
dpc-5762	230	6	hooey	hooey	PROPN
dpc-5762	230	7	l	l	NOUN
dpc-5762	230	8	,	,	PUNCT
dpc-5762	230	9	cockerell	cockerell	PROPN
dpc-5762	230	10	cj	cj	NOUN
dpc-5762	230	11	.	.	PUNCT
dpc-5762	231	1	a	a	DET
dpc-5762	231	2	review	review	NOUN
dpc-5762	231	3	of	of	ADP
dpc-5762	231	4	noninvasive	noninvasive	ADJ
dpc-5762	231	5	techniques	technique	NOUN
dpc-5762	231	6	for	for	ADP
dpc-5762	231	7	skin	skin	NOUN
dpc-5762	231	8	cancer	cancer	NOUN
dpc-5762	231	9	detection	detection	NOUN
dpc-5762	231	10	in	in	ADP
dpc-5762	231	11	dermatology	dermatology	NOUN
dpc-5762	231	12	.	.	PUNCT
dpc-5762	232	1	am	be	AUX
dpc-5762	232	2	j	j	PROPN
dpc-5762	232	3	clin	clin	PROPN
dpc-5762	232	4	dermatol	dermatol	NOUN
dpc-5762	232	5	.	.	PUNCT
dpc-5762	233	1	2020;21(4):513	2020;21(4):513	NUM
dpc-5762	233	2	-	-	PUNCT
dpc-5762	233	3	524	524	NUM
dpc-5762	233	4	.	.	PUNCT
dpc-5762	234	1	doi	doi	NOUN
dpc-5762	234	2	:	:	PUNCT
dpc-5762	234	3	10.1007	10.1007	NUM
dpc-5762	234	4	/	/	SYM
dpc-5762	234	5	s40257	s40257	NOUN
dpc-5762	234	6	-	-	PUNCT
dpc-5762	234	7	019	019	NUM
dpc-5762	234	8	-00494	-00494	NOUN
dpc-5762	234	9	-	-	PUNCT
dpc-5762	234	10	3	3	NUM
dpc-5762	234	11	.	.	PUNCT
dpc-5762	235	1	pmid	pmid	NOUN
dpc-5762	235	2	:	:	PUNCT
dpc-5762	235	3	31937306	31937306	NUM
dpc-5762	235	4	.	.	PUNCT
dpc-5762	236	1	6	6	X
dpc-5762	236	2	.	.	X
dpc-5762	236	3	bhat	bhat	PROPN
dpc-5762	236	4	yj	yj	PROPN
dpc-5762	236	5	,	,	PUNCT
dpc-5762	236	6	jha	jha	PROPN
dpc-5762	236	7	ak	ak	PROPN
dpc-5762	236	8	.	.	PROPN
dpc-5762	236	9	dermatoscopy	dermatoscopy	NOUN
dpc-5762	236	10	of	of	ADP
dpc-5762	236	11	inflammatory	inflammatory	ADJ
dpc-5762	236	12	diseases	disease	NOUN
dpc-5762	236	13	in	in	ADP
dpc-5762	236	14	skin	skin	NOUN
dpc-5762	236	15	of	of	ADP
dpc-5762	236	16	color	color	NOUN
dpc-5762	236	17	.	.	PUNCT
dpc-5762	237	1	indian	indian	ADJ
dpc-5762	237	2	dermatol	dermatol	NOUN
dpc-5762	237	3	online	online	PROPN
dpc-5762	237	4	j.	j.	PROPN
dpc-5762	237	5	2021;12(1):45	2021;12(1):45	PROPN
dpc-5762	237	6	-	-	SYM
dpc-5762	237	7	57	57	NUM
dpc-5762	237	8	.	.	PUNCT
dpc-5762	238	1	doi	doi	NOUN
dpc-5762	238	2	:	:	PUNCT
dpc-5762	238	3	10.4103	10.4103	NUM
dpc-5762	238	4	/	/	SYM
dpc-5762	238	5	idoj.idoj_311_20	idoj.idoj_311_20	PROPN
dpc-5762	238	6	.	.	PUNCT
dpc-5762	239	1	pmid	pmid	NOUN
dpc-5762	239	2	:	:	PUNCT
dpc-5762	239	3	33393900	33393900	NUM
dpc-5762	239	4	.	.	PUNCT
dpc-5762	240	1	7	7	X
dpc-5762	240	2	.	.	X
dpc-5762	240	3	ilie	ilie	PROPN
dpc-5762	240	4	ma	ma	PROPN
dpc-5762	240	5	,	,	PUNCT
dpc-5762	240	6	et	et	PROPN
dpc-5762	240	7	al	al	PROPN
dpc-5762	240	8	.	.	PROPN
dpc-5762	241	1	in	in	ADP
dpc-5762	241	2	vivo	vivo	ADJ
dpc-5762	241	3	confocal	confocal	ADJ
dpc-5762	241	4	laser	laser	NOUN
dpc-5762	241	5	scanning	scan	VERB
dpc-5762	241	6	microscopy	microscopy	ADJ
dpc-5762	241	7	imaging	imaging	NOUN
dpc-5762	241	8	of	of	ADP
dpc-5762	241	9	skin	skin	NOUN
dpc-5762	241	10	inflammation	inflammation	NOUN
dpc-5762	241	11	:	:	PUNCT
dpc-5762	241	12	clinical	clinical	ADJ
dpc-5762	241	13	applications	application	NOUN
dpc-5762	241	14	and	and	CCONJ
dpc-5762	241	15	research	research	NOUN
dpc-5762	241	16	directions	direction	NOUN
dpc-5762	241	17	.	.	PUNCT
dpc-5762	242	1	exp	exp	NOUN
dpc-5762	242	2	ther	ther	PROPN
dpc-5762	242	3	med	me	VERB
dpc-5762	242	4	.	.	PUNCT
dpc-5762	243	1	2019;17(2):1004	2019;17(2):1004	NUM
dpc-5762	243	2	-	-	SYM
dpc-5762	243	3	1011	1011	NUM
dpc-5762	243	4	.	.	PUNCT
dpc-5762	244	1	doi	doi	NOUN
dpc-5762	244	2	:	:	PUNCT
dpc-5762	244	3	10.3892	10.3892	NUM
dpc-5762	244	4	/etm.2018.7067	/etm.2018.7067	PUNCT
dpc-5762	244	5	.	.	PUNCT
dpc-5762	245	1	pmid	pmid	NOUN
dpc-5762	245	2	:	:	PUNCT
dpc-5762	245	3	30641244	30641244	NUM
dpc-5762	245	4	.	.	PUNCT
dpc-5762	246	1	8	8	NUM
dpc-5762	246	2	.	.	X
dpc-5762	246	3	yew	yew	PROPN
dpc-5762	246	4	e	e	NOUN
dpc-5762	246	5	,	,	PUNCT
dpc-5762	246	6	rowlands	rowlands	PROPN
dpc-5762	246	7	c	c	PROPN
dpc-5762	246	8	,	,	PUNCT
dpc-5762	246	9	so	so	ADV
dpc-5762	246	10	pt	pt	PROPN
dpc-5762	246	11	.	.	PROPN
dpc-5762	246	12	application	application	NOUN
dpc-5762	246	13	of	of	ADP
dpc-5762	246	14	multiphoton	multiphoton	NOUN
dpc-5762	246	15	microscopy	microscopy	NOUN
dpc-5762	246	16	in	in	ADP
dpc-5762	246	17	dermatological	dermatological	ADJ
dpc-5762	246	18	studies	study	NOUN
dpc-5762	246	19	:	:	PUNCT
dpc-5762	246	20	a	a	DET
dpc-5762	246	21	mini	mini	NOUN
dpc-5762	246	22	-	-	NOUN
dpc-5762	246	23	review	review	NOUN
dpc-5762	246	24	.	.	PUNCT
dpc-5762	247	1	j	j	PROPN
dpc-5762	247	2	innov	innov	PROPN
dpc-5762	247	3	opt	opt	VERB
dpc-5762	247	4	health	health	PROPN
dpc-5762	247	5	sci	sci	PROPN
dpc-5762	247	6	.	.	PUNCT
dpc-5762	248	1	2014;7(5):1330010	2014;7(5):1330010	X
dpc-5762	248	2	.	.	PUNCT
dpc-5762	249	1	doi	doi	NOUN
dpc-5762	249	2	:	:	PUNCT
dpc-5762	249	3	10.1142	10.1142	NUM
dpc-5762	249	4	/s1793545813300109	/s1793545813300109	NOUN
dpc-5762	249	5	.	.	PUNCT
dpc-5762	250	1	pmid	pmid	NOUN
dpc-5762	250	2	:	:	PUNCT
dpc-5762	250	3	25525599	25525599	NUM
dpc-5762	250	4	.	.	PUNCT
dpc-5762	251	1	equity	equity	NOUN
dpc-5762	251	2	and	and	CCONJ
dpc-5762	251	3	ethical	ethical	ADJ
dpc-5762	251	4	considerations	consideration	NOUN
dpc-5762	251	5	despite	despite	SCONJ
dpc-5762	251	6	technological	technological	ADJ
dpc-5762	251	7	progress	progress	NOUN
dpc-5762	251	8	,	,	PUNCT
dpc-5762	251	9	dermatological	dermatological	ADJ
dpc-5762	251	10	imaging	imaging	NOUN
dpc-5762	251	11	and	and	CCONJ
dpc-5762	251	12	ai	ai	VERB
dpc-5762	251	13	tools	tool	NOUN
dpc-5762	251	14	often	often	ADV
dpc-5762	251	15	lack	lack	VERB
dpc-5762	251	16	equitable	equitable	ADJ
dpc-5762	251	17	representation	representation	NOUN
dpc-5762	251	18	.	.	PUNCT
dpc-5762	252	1	studies	study	NOUN
dpc-5762	252	2	show	show	VERB
dpc-5762	252	3	that	that	SCONJ
dpc-5762	252	4	only	only	ADV
dpc-5762	252	5	10–20	10–20	NUM
dpc-5762	252	6	%	%	NOUN
dpc-5762	252	7	of	of	ADP
dpc-5762	252	8	images	image	NOUN
dpc-5762	252	9	in	in	ADP
dpc-5762	252	10	major	major	ADJ
dpc-5762	252	11	dermatology	dermatology	NOUN
dpc-5762	252	12	datasets	dataset	NOUN
dpc-5762	252	13	represent	represent	VERB
dpc-5762	252	14	fitzpatrick	fitzpatrick	PROPN
dpc-5762	252	15	skin	skin	NOUN
dpc-5762	252	16	types	type	NOUN
dpc-5762	252	17	iv	iv	ADP
dpc-5762	252	18	–	–	PUNCT
dpc-5762	252	19	vi	vi	NOUN
dpc-5762	253	1	[	[	X
dpc-5762	253	2	34	34	NUM
dpc-5762	253	3	]	]	PUNCT
dpc-5762	253	4	(	(	PUNCT
dpc-5762	253	5	table	table	NOUN
dpc-5762	253	6	1	1	NUM
dpc-5762	253	7	)	)	PUNCT
dpc-5762	253	8	.	.	PUNCT
dpc-5762	254	1	many	many	ADJ
dpc-5762	254	2	ai	ai	NOUN
dpc-5762	254	3	models	model	NOUN
dpc-5762	254	4	trained	train	VERB
dpc-5762	254	5	on	on	ADP
dpc-5762	254	6	these	these	DET
dpc-5762	254	7	datasets	dataset	NOUN
dpc-5762	254	8	perform	perform	VERB
dpc-5762	254	9	poorly	poorly	ADV
dpc-5762	254	10	on	on	ADP
dpc-5762	254	11	darker	dark	ADJ
dpc-5762	254	12	skin	skin	NOUN
dpc-5762	254	13	,	,	PUNCT
dpc-5762	254	14	risking	risk	VERB
dpc-5762	254	15	misdiagnosis	misdiagnosis	NOUN
dpc-5762	254	16	and	and	CCONJ
dpc-5762	254	17	delayed	delay	VERB
dpc-5762	254	18	care	care	NOUN
dpc-5762	254	19	[	[	X
dpc-5762	254	20	35	35	NUM
dpc-5762	254	21	]	]	PUNCT
dpc-5762	254	22	.	.	PUNCT
dpc-5762	255	1	moreover	moreover	ADV
dpc-5762	255	2	,	,	PUNCT
dpc-5762	255	3	over	over	ADP
dpc-5762	255	4	60	60	NUM
dpc-5762	255	5	%	%	NOUN
dpc-5762	255	6	of	of	ADP
dpc-5762	255	7	ai	ai	PROPN
dpc-5762	255	8	dermatology	dermatology	NOUN
dpc-5762	255	9	studies	study	NOUN
dpc-5762	255	10	fail	fail	VERB
dpc-5762	255	11	to	to	PART
dpc-5762	255	12	report	report	VERB
dpc-5762	255	13	skin	skin	NOUN
dpc-5762	255	14	type	type	NOUN
dpc-5762	255	15	or	or	CCONJ
dpc-5762	255	16	race	race	NOUN
dpc-5762	255	17	[	[	X
dpc-5762	255	18	36	36	NUM
dpc-5762	255	19	]	]	PUNCT
dpc-5762	255	20	,	,	PUNCT
dpc-5762	255	21	limiting	limit	VERB
dpc-5762	255	22	transparency	transparency	NOUN
dpc-5762	255	23	and	and	CCONJ
dpc-5762	255	24	reproducibility	reproducibility	NOUN
dpc-5762	255	25	.	.	PUNCT
dpc-5762	256	1	these	these	DET
dpc-5762	256	2	disparities	disparity	NOUN
dpc-5762	256	3	raise	raise	VERB
dpc-5762	256	4	ethical	ethical	ADJ
dpc-5762	256	5	concerns	concern	NOUN
dpc-5762	256	6	around	around	ADP
dpc-5762	256	7	algorithmic	algorithmic	ADJ
dpc-5762	256	8	bias	bias	NOUN
dpc-5762	256	9	and	and	CCONJ
dpc-5762	256	10	unequal	unequal	ADJ
dpc-5762	256	11	access	access	NOUN
dpc-5762	256	12	to	to	ADP
dpc-5762	256	13	innovation	innovation	NOUN
dpc-5762	256	14	.	.	PUNCT
dpc-5762	257	1	ensuring	ensure	VERB
dpc-5762	257	2	equity	equity	NOUN
dpc-5762	257	3	requires	require	VERB
dpc-5762	257	4	standardized	standardized	ADJ
dpc-5762	257	5	reporting	reporting	NOUN
dpc-5762	257	6	,	,	PUNCT
dpc-5762	257	7	deliberate	deliberate	VERB
dpc-5762	257	8	inclusion	inclusion	NOUN
dpc-5762	257	9	of	of	ADP
dpc-5762	257	10	diverse	diverse	ADJ
dpc-5762	257	11	skin	skin	NOUN
dpc-5762	257	12	tones	tone	NOUN
dpc-5762	257	13	in	in	ADP
dpc-5762	257	14	datasets	dataset	NOUN
dpc-5762	257	15	,	,	PUNCT
dpc-5762	257	16	and	and	CCONJ
dpc-5762	257	17	a	a	DET
dpc-5762	257	18	commitment	commitment	NOUN
dpc-5762	257	19	to	to	ADP
dpc-5762	257	20	inclusive	inclusive	ADJ
dpc-5762	257	21	research	research	NOUN
dpc-5762	257	22	design	design	NOUN
dpc-5762	257	23	.	.	PUNCT
dpc-5762	258	1	research	research	NOUN
dpc-5762	258	2	and	and	CCONJ
dpc-5762	258	3	development	development	NOUN
dpc-5762	258	4	needs	need	VERB
dpc-5762	258	5	future	future	ADJ
dpc-5762	258	6	research	research	NOUN
dpc-5762	258	7	efforts	effort	NOUN
dpc-5762	258	8	should	should	AUX
dpc-5762	258	9	prioritize	prioritize	VERB
dpc-5762	258	10	inclusivity	inclusivity	NOUN
dpc-5762	258	11	in	in	ADP
dpc-5762	258	12	the	the	DET
dpc-5762	258	13	development	development	NOUN
dpc-5762	258	14	of	of	ADP
dpc-5762	258	15	skin	skin	NOUN
dpc-5762	258	16	imaging	imaging	NOUN
dpc-5762	258	17	technologies	technology	NOUN
dpc-5762	258	18	.	.	PUNCT
dpc-5762	259	1	this	this	PRON
dpc-5762	259	2	includes	include	VERB
dpc-5762	259	3	expanding	expand	VERB
dpc-5762	259	4	datasets	dataset	NOUN
dpc-5762	259	5	to	to	PART
dpc-5762	259	6	encompass	encompass	VERB
dpc-5762	259	7	diverse	diverse	ADJ
dpc-5762	259	8	skin	skin	NOUN
dpc-5762	259	9	tones	tone	NOUN
dpc-5762	259	10	and	and	CCONJ
dpc-5762	259	11	conditions	condition	NOUN
dpc-5762	259	12	,	,	PUNCT
dpc-5762	259	13	ensuring	ensure	VERB
dpc-5762	259	14	that	that	SCONJ
dpc-5762	259	15	ai	ai	VERB
dpc-5762	259	16	algorithms	algorithm	NOUN
dpc-5762	259	17	and	and	CCONJ
dpc-5762	259	18	imaging	imaging	NOUN
dpc-5762	259	19	modalities	modality	NOUN
dpc-5762	259	20	are	be	AUX
dpc-5762	259	21	robust	robust	ADJ
dpc-5762	259	22	across	across	ADP
dpc-5762	259	23	different	different	ADJ
dpc-5762	259	24	ethnicities	ethnicity	NOUN
dpc-5762	259	25	[	[	X
dpc-5762	259	26	26	26	NUM
dpc-5762	259	27	]	]	PUNCT
dpc-5762	259	28	.	.	PUNCT
dpc-5762	260	1	by	by	ADP
dpc-5762	260	2	addressing	address	VERB
dpc-5762	260	3	biases	bias	NOUN
dpc-5762	260	4	and	and	CCONJ
dpc-5762	260	5	enhancing	enhance	VERB
dpc-5762	260	6	accuracy	accuracy	NOUN
dpc-5762	260	7	in	in	ADP
dpc-5762	260	8	diagnostic	diagnostic	ADJ
dpc-5762	260	9	algorithms	algorithm	NOUN
dpc-5762	260	10	,	,	PUNCT
dpc-5762	260	11	researchers	researcher	NOUN
dpc-5762	260	12	can	can	AUX
dpc-5762	260	13	mitigate	mitigate	VERB
dpc-5762	260	14	disparities	disparity	NOUN
dpc-5762	260	15	in	in	ADP
dpc-5762	260	16	dermatological	dermatological	ADJ
dpc-5762	260	17	care	care	NOUN
dpc-5762	260	18	and	and	CCONJ
dpc-5762	260	19	promote	promote	VERB
dpc-5762	260	20	equitable	equitable	ADJ
dpc-5762	260	21	access	access	NOUN
dpc-5762	260	22	to	to	ADP
dpc-5762	260	23	advanced	advanced	ADJ
dpc-5762	260	24	imaging	imaging	NOUN
dpc-5762	260	25	technologies	technology	NOUN
dpc-5762	260	26	worldwide	worldwide	ADV
dpc-5762	260	27	.	.	PUNCT
dpc-5762	261	1	conclusion	conclusion	VERB
dpc-5762	261	2	the	the	DET
dpc-5762	261	3	integration	integration	NOUN
dpc-5762	261	4	of	of	ADP
dpc-5762	261	5	skin	skin	NOUN
dpc-5762	261	6	imaging	imaging	NOUN
dpc-5762	261	7	technologies	technology	NOUN
dpc-5762	261	8	has	have	AUX
dpc-5762	261	9	had	have	VERB
dpc-5762	261	10	a	a	DET
dpc-5762	261	11	profound	profound	ADJ
dpc-5762	261	12	impact	impact	NOUN
dpc-5762	261	13	on	on	ADP
dpc-5762	261	14	dermatology	dermatology	NOUN
dpc-5762	261	15	and	and	CCONJ
dpc-5762	261	16	healthcare	healthcare	NOUN
dpc-5762	261	17	at	at	ADP
dpc-5762	261	18	large	large	ADJ
dpc-5762	261	19	.	.	PUNCT
dpc-5762	262	1	by	by	ADP
dpc-5762	262	2	improving	improve	VERB
dpc-5762	262	3	diagnostic	diagnostic	ADJ
dpc-5762	262	4	accuracy	accuracy	NOUN
dpc-5762	262	5	and	and	CCONJ
dpc-5762	262	6	treatment	treatment	NOUN
dpc-5762	262	7	outcomes	outcome	NOUN
dpc-5762	262	8	,	,	PUNCT
dpc-5762	262	9	these	these	DET
dpc-5762	262	10	technologies	technology	NOUN
dpc-5762	262	11	have	have	AUX
dpc-5762	262	12	reduced	reduce	VERB
dpc-5762	262	13	disparities	disparity	NOUN
dpc-5762	262	14	in	in	ADP
dpc-5762	262	15	dermatological	dermatological	ADJ
dpc-5762	262	16	care	care	NOUN
dpc-5762	262	17	and	and	CCONJ
dpc-5762	262	18	enhanced	enhance	VERB
dpc-5762	262	19	patient	patient	ADJ
dpc-5762	262	20	satisfaction	satisfaction	NOUN
dpc-5762	262	21	.	.	PUNCT
dpc-5762	263	1	they	they	PRON
dpc-5762	263	2	have	have	AUX
dpc-5762	263	3	also	also	ADV
dpc-5762	263	4	streamlined	streamline	VERB
dpc-5762	263	5	clinical	clinical	ADJ
dpc-5762	263	6	workflows	workflow	NOUN
dpc-5762	263	7	,	,	PUNCT
dpc-5762	263	8	allowing	allow	VERB
dpc-5762	263	9	for	for	ADP
dpc-5762	263	10	more	more	ADV
dpc-5762	263	11	efficient	efficient	ADJ
dpc-5762	263	12	patient	patient	ADJ
dpc-5762	263	13	management	management	NOUN
dpc-5762	263	14	and	and	CCONJ
dpc-5762	263	15	resource	resource	NOUN
dpc-5762	263	16	allocation	allocation	NOUN
dpc-5762	263	17	in	in	ADP
dpc-5762	263	18	healthcare	healthcare	NOUN
dpc-5762	263	19	settings	setting	NOUN
dpc-5762	263	20	.	.	PUNCT
dpc-5762	264	1	looking	look	VERB
dpc-5762	264	2	ahead	ahead	ADV
dpc-5762	264	3	,	,	PUNCT
dpc-5762	264	4	the	the	DET
dpc-5762	264	5	future	future	NOUN
dpc-5762	264	6	of	of	ADP
dpc-5762	264	7	skin	skin	NOUN
dpc-5762	264	8	imaging	imaging	NOUN
dpc-5762	264	9	in	in	ADP
dpc-5762	264	10	dermatology	dermatology	NOUN
dpc-5762	264	11	holds	hold	VERB
dpc-5762	264	12	promising	promise	VERB
dpc-5762	264	13	prospects	prospect	NOUN
dpc-5762	264	14	for	for	ADP
dpc-5762	264	15	further	further	ADJ
dpc-5762	264	16	innovation	innovation	NOUN
dpc-5762	264	17	and	and	CCONJ
dpc-5762	264	18	advancement	advancement	NOUN
dpc-5762	264	19	.	.	PUNCT
dpc-5762	265	1	emerging	emerge	VERB
dpc-5762	265	2	technologies	technology	NOUN
dpc-5762	265	3	such	such	ADJ
dpc-5762	265	4	as	as	ADP
dpc-5762	265	5	3d	3d	NUM
dpc-5762	265	6	and	and	CCONJ
dpc-5762	265	7	4d	4d	NUM
dpc-5762	265	8	imaging	imaging	NOUN
dpc-5762	265	9	,	,	PUNCT
dpc-5762	265	10	along	along	ADP
dpc-5762	265	11	with	with	ADP
dpc-5762	265	12	enhanced	enhanced	ADJ
dpc-5762	265	13	data	data	NOUN
dpc-5762	265	14	integration	integration	NOUN
dpc-5762	265	15	and	and	CCONJ
dpc-5762	265	16	ai	ai	PRON
dpc-5762	265	17	table	table	NOUN
dpc-5762	265	18	1	1	NUM
dpc-5762	265	19	.	.	PUNCT
dpc-5762	265	20	conceptual	conceptual	ADJ
dpc-5762	265	21	heatmap	heatmap	NOUN
dpc-5762	265	22	showing	show	VERB
dpc-5762	265	23	ai	ai	INTJ
dpc-5762	265	24	and	and	CCONJ
dpc-5762	265	25	imaging	image	VERB
dpc-5762	265	26	performance	performance	NOUN
dpc-5762	265	27	across	across	ADP
dpc-5762	265	28	skin	skin	NOUN
dpc-5762	265	29	tones	tone	NOUN
dpc-5762	265	30	.	.	PUNCT
dpc-5762	266	1	imaging	imaging	NOUN
dpc-5762	266	2	modality	modality	NOUN
dpc-5762	266	3	/	/	SYM
dpc-5762	266	4	ai	ai	PROPN
dpc-5762	266	5	model	model	NOUN
dpc-5762	266	6	light	light	ADJ
dpc-5762	266	7	skin	skin	NOUN
dpc-5762	266	8	(	(	PUNCT
dpc-5762	266	9	fitzpatrick	fitzpatrick	PROPN
dpc-5762	266	10	i	i	PROPN
dpc-5762	266	11	–	–	PUNCT
dpc-5762	266	12	iii	iii	NOUN
dpc-5762	266	13	)	)	PUNCT
dpc-5762	266	14	medium	medium	ADJ
dpc-5762	266	15	skin	skin	NOUN
dpc-5762	266	16	(	(	PUNCT
dpc-5762	266	17	fitzpatrick	fitzpatrick	PROPN
dpc-5762	266	18	iv	iv	PROPN
dpc-5762	266	19	)	)	PUNCT
dpc-5762	266	20	dark	dark	ADJ
dpc-5762	266	21	skin	skin	NOUN
dpc-5762	266	22	(	(	PUNCT
dpc-5762	266	23	fitzpatrick	fitzpatrick	PROPN
dpc-5762	266	24	v	v	PROPN
dpc-5762	266	25	–	–	PUNCT
dpc-5762	266	26	vi	vi	NOUN
dpc-5762	266	27	)	)	PUNCT
dpc-5762	266	28	dermoscopy	dermoscopy	NOUN
dpc-5762	266	29	ai	ai	VERB
dpc-5762	266	30	high	high	ADJ
dpc-5762	266	31	(	(	PUNCT
dpc-5762	266	32	>	>	NOUN
dpc-5762	266	33	85	85	NUM
dpc-5762	266	34	%	%	NOUN
dpc-5762	266	35	)	)	PUNCT
dpc-5762	266	36	moderate	moderate	ADJ
dpc-5762	266	37	(	(	PUNCT
dpc-5762	266	38	75	75	NUM
dpc-5762	266	39	-	-	SYM
dpc-5762	266	40	85	85	NUM
dpc-5762	266	41	%	%	NOUN
dpc-5762	266	42	)	)	PUNCT
dpc-5762	266	43	low	low	NOUN
dpc-5762	266	44	(	(	PUNCT
dpc-5762	266	45	<	<	X
dpc-5762	266	46	70	70	NUM
dpc-5762	266	47	%	%	NOUN
dpc-5762	266	48	)	)	PUNCT
dpc-5762	266	49	clinical	clinical	ADJ
dpc-5762	266	50	photography	photography	NOUN
dpc-5762	266	51	ai	ai	VERB
dpc-5762	266	52	high	high	ADJ
dpc-5762	266	53	(	(	PUNCT
dpc-5762	266	54	>	>	NOUN
dpc-5762	266	55	85	85	NUM
dpc-5762	266	56	%	%	NOUN
dpc-5762	266	57	)	)	PUNCT
dpc-5762	266	58	moderate	moderate	ADJ
dpc-5762	266	59	(	(	PUNCT
dpc-5762	266	60	70	70	NUM
dpc-5762	266	61	-	-	SYM
dpc-5762	266	62	80	80	NUM
dpc-5762	266	63	%	%	NOUN
dpc-5762	266	64	)	)	PUNCT
dpc-5762	266	65	low	low	NOUN
dpc-5762	266	66	(	(	PUNCT
dpc-5762	266	67	<	<	X
dpc-5762	266	68	65	65	NUM
dpc-5762	266	69	%	%	NOUN
dpc-5762	266	70	)	)	PUNCT
dpc-5762	266	71	multispectral	multispectral	ADJ
dpc-5762	266	72	imaging	imaging	NOUN
dpc-5762	266	73	ai	ai	VERB
dpc-5762	266	74	moderate	moderate	ADJ
dpc-5762	266	75	(	(	PUNCT
dpc-5762	266	76	75	75	NUM
dpc-5762	266	77	-	-	SYM
dpc-5762	266	78	85	85	NUM
dpc-5762	266	79	%	%	NOUN
dpc-5762	266	80	)	)	PUNCT
dpc-5762	266	81	moderate	moderate	ADJ
dpc-5762	266	82	(	(	PUNCT
dpc-5762	266	83	75	75	NUM
dpc-5762	266	84	-	-	SYM
dpc-5762	266	85	85	85	NUM
dpc-5762	266	86	%	%	NOUN
dpc-5762	266	87	)	)	PUNCT
dpc-5762	266	88	moderate	moderate	ADJ
dpc-5762	266	89	(	(	PUNCT
dpc-5762	266	90	70	70	NUM
dpc-5762	266	91	-	-	SYM
dpc-5762	266	92	80	80	NUM
dpc-5762	266	93	%	%	NOUN
dpc-5762	266	94	)	)	PUNCT
dpc-5762	266	95	confocal	confocal	ADJ
dpc-5762	266	96	laser	laser	NOUN
dpc-5762	266	97	scanning	scan	VERB
dpc-5762	266	98	microscopy	microscopy	NOUN
dpc-5762	266	99	(	(	PUNCT
dpc-5762	266	100	clsm	clsm	NOUN
dpc-5762	266	101	)	)	PUNCT
dpc-5762	266	102	high	high	ADJ
dpc-5762	266	103	(	(	PUNCT
dpc-5762	266	104	90	90	NUM
dpc-5762	266	105	%	%	NOUN
dpc-5762	266	106	)	)	PUNCT
dpc-5762	266	107	high	high	ADJ
dpc-5762	266	108	(	(	PUNCT
dpc-5762	266	109	85	85	NUM
dpc-5762	266	110	-	-	SYM
dpc-5762	266	111	90	90	NUM
dpc-5762	266	112	%	%	NOUN
dpc-5762	266	113	)	)	PUNCT
dpc-5762	266	114	moderate	moderate	ADJ
dpc-5762	266	115	(	(	PUNCT
dpc-5762	266	116	75	75	NUM
dpc-5762	266	117	-	-	SYM
dpc-5762	266	118	80	80	NUM
dpc-5762	266	119	%	%	NOUN
dpc-5762	266	120	)	)	PUNCT
dpc-5762	266	121	high	high	ADJ
dpc-5762	266	122	-	-	PUNCT
dpc-5762	266	123	frequency	frequency	NOUN
dpc-5762	266	124	ultrasound	ultrasound	NOUN
dpc-5762	266	125	high	high	ADJ
dpc-5762	266	126	(	(	PUNCT
dpc-5762	266	127	85	85	NUM
dpc-5762	266	128	-	-	SYM
dpc-5762	266	129	90	90	NUM
dpc-5762	266	130	%	%	NOUN
dpc-5762	266	131	)	)	PUNCT
dpc-5762	266	132	moderate	moderate	ADJ
dpc-5762	266	133	(	(	PUNCT
dpc-5762	266	134	75	75	NUM
dpc-5762	266	135	-	-	SYM
dpc-5762	266	136	85	85	NUM
dpc-5762	266	137	%	%	NOUN
dpc-5762	266	138	)	)	PUNCT
dpc-5762	266	139	moderate	moderate	ADJ
dpc-5762	266	140	(	(	PUNCT
dpc-5762	266	141	70	70	NUM
dpc-5762	266	142	-	-	SYM
dpc-5762	266	143	80	80	NUM
dpc-5762	266	144	%	%	NOUN
dpc-5762	266	145	)	)	PUNCT
dpc-5762	266	146	photoacoustic	photoacoustic	ADJ
dpc-5762	266	147	imaging	imaging	NOUN
dpc-5762	266	148	ai	ai	VERB
dpc-5762	266	149	moderate	moderate	ADJ
dpc-5762	266	150	(	(	PUNCT
dpc-5762	266	151	80	80	NUM
dpc-5762	266	152	%	%	NOUN
dpc-5762	266	153	)	)	PUNCT
dpc-5762	266	154	moderate	moderate	ADJ
dpc-5762	266	155	(	(	PUNCT
dpc-5762	266	156	75	75	NUM
dpc-5762	266	157	-	-	SYM
dpc-5762	266	158	80	80	NUM
dpc-5762	266	159	%	%	NOUN
dpc-5762	266	160	)	)	PUNCT
dpc-5762	266	161	moderate	moderate	ADJ
dpc-5762	266	162	(	(	PUNCT
dpc-5762	266	163	70	70	NUM
dpc-5762	266	164	-	-	SYM
dpc-5762	266	165	80	80	NUM
dpc-5762	266	166	%	%	NOUN
dpc-5762	266	167	)	)	PUNCT
dpc-5762	266	168	review	review	NOUN
dpc-5762	266	169	|	|	ADV
dpc-5762	266	170	dermatol	dermatol	ADJ
dpc-5762	266	171	pract	pract	NOUN
dpc-5762	266	172	concept	concept	NOUN
dpc-5762	266	173	.	.	PUNCT
dpc-5762	267	1	2025;15(4):5762	2025;15(4):5762	NUM
dpc-5762	267	2	9	9	NUM
dpc-5762	267	3	transdermal	transdermal	ADJ
dpc-5762	267	4	drug	drug	NOUN
dpc-5762	267	5	delivery	delivery	NOUN
dpc-5762	267	6	.	.	PUNCT
dpc-5762	268	1	aaps	aap	NOUN
dpc-5762	268	2	pharmscitech	pharmscitech	VERB
dpc-5762	268	3	.	.	PUNCT
dpc-5762	269	1	2024;25(6):142	2024;25(6):142	X
dpc-5762	269	2	.	.	PUNCT
dpc-5762	270	1	doi	doi	NOUN
dpc-5762	270	2	:	:	PUNCT
dpc-5762	270	3	10.1208	10.1208	NUM
dpc-5762	270	4	/	/	SYM
dpc-5762	270	5	s12249	s12249	PROPN
dpc-5762	270	6	-	-	PUNCT
dpc-5762	270	7	024	024	NUM
dpc-5762	270	8	-	-	PUNCT
dpc-5762	270	9	02849	02849	NUM
dpc-5762	270	10	-	-	PUNCT
dpc-5762	270	11	z.	z.	PROPN
dpc-5762	270	12	pmid	pmid	PROPN
dpc-5762	270	13	:	:	PUNCT
dpc-5762	270	14	38898170	38898170	NUM
dpc-5762	270	15	.	.	PUNCT
dpc-5762	271	1	24	24	NUM
dpc-5762	271	2	.	.	PUNCT
dpc-5762	272	1	harnchoowong	harnchoowong	PROPN
dpc-5762	272	2	s	s	PROPN
dpc-5762	272	3	,	,	PUNCT
dpc-5762	272	4	vachiramon	vachiramon	NOUN
dpc-5762	272	5	v	v	NOUN
dpc-5762	272	6	,	,	PUNCT
dpc-5762	272	7	jurairattanaporn	jurairattanaporn	ADJ
dpc-5762	272	8	n.	n.	PROPN
dpc-5762	272	9	cosmetic	cosmetic	ADJ
dpc-5762	272	10	considerations	consideration	NOUN
dpc-5762	272	11	in	in	ADP
dpc-5762	272	12	dark	dark	ADJ
dpc-5762	272	13	-	-	PUNCT
dpc-5762	272	14	skinned	skinned	ADJ
dpc-5762	272	15	patients	patient	NOUN
dpc-5762	272	16	.	.	PUNCT
dpc-5762	273	1	clin	clin	PROPN
dpc-5762	273	2	cosmet	cosmet	PROPN
dpc-5762	273	3	investig	investig	NOUN
dpc-5762	273	4	dermatol	dermatol	NOUN
dpc-5762	273	5	.	.	PUNCT
dpc-5762	274	1	2024;17:259	2024;17:259	NOUN
dpc-5762	274	2	-	-	PUNCT
dpc-5762	274	3	277	277	NUM
dpc-5762	274	4	.	.	PUNCT
dpc-5762	275	1	doi	doi	NOUN
dpc-5762	275	2	:	:	PUNCT
dpc-5762	275	3	10.2147	10.2147	NUM
dpc-5762	275	4	/	/	SYM
dpc-5762	275	5	ccid	ccid	NOUN
dpc-5762	275	6	.	.	PUNCT
dpc-5762	276	1	s450081	s450081	PROPN
dpc-5762	276	2	.	.	PUNCT
dpc-5762	277	1	pmid	pmid	NOUN
dpc-5762	277	2	:	:	PUNCT
dpc-5762	277	3	38321987	38321987	NUM
dpc-5762	277	4	.	.	PUNCT
dpc-5762	278	1	pmcid	pmcid	ADJ
dpc-5762	278	2	:	:	PUNCT
dpc-5762	278	3	pmc10844008	pmc10844008	NOUN
dpc-5762	278	4	.	.	PUNCT
dpc-5762	279	1	25	25	NUM
dpc-5762	279	2	.	.	X
dpc-5762	279	3	vashi	vashi	PROPN
dpc-5762	279	4	na	na	ADP
dpc-5762	279	5	,	,	PUNCT
dpc-5762	279	6	de	de	X
dpc-5762	279	7	castro	castro	PROPN
dpc-5762	279	8	maymone	maymone	NOUN
dpc-5762	279	9	mb	mb	PROPN
dpc-5762	279	10	,	,	PUNCT
dpc-5762	279	11	kundu	kundu	PROPN
dpc-5762	279	12	rv	rv	PROPN
dpc-5762	279	13	.	.	PUNCT
dpc-5762	280	1	aging	age	VERB
dpc-5762	280	2	differences	difference	NOUN
dpc-5762	280	3	in	in	ADP
dpc-5762	280	4	ethnic	ethnic	ADJ
dpc-5762	280	5	skin	skin	NOUN
dpc-5762	280	6	.	.	PUNCT
dpc-5762	281	1	j	j	PROPN
dpc-5762	281	2	clin	clin	PROPN
dpc-5762	281	3	aesthet	aesthet	PROPN
dpc-5762	281	4	dermatol	dermatol	PROPN
dpc-5762	281	5	.	.	PUNCT
dpc-5762	282	1	2016;9(1):31	2016;9(1):31	NUM
dpc-5762	282	2	-	-	SYM
dpc-5762	282	3	38	38	NUM
dpc-5762	282	4	.	.	PUNCT
dpc-5762	283	1	pmid	pmid	NOUN
dpc-5762	283	2	:	:	PUNCT
dpc-5762	283	3	26962390	26962390	NUM
dpc-5762	283	4	.	.	PUNCT
dpc-5762	284	1	26	26	NUM
dpc-5762	284	2	.	.	PUNCT
dpc-5762	285	1	shah	shah	PROPN
dpc-5762	285	2	a	a	PROPN
dpc-5762	285	3	,	,	PUNCT
dpc-5762	285	4	et	et	PROPN
dpc-5762	285	5	al	al	PROPN
dpc-5762	285	6	.	.	PROPN
dpc-5762	285	7	skin	skin	NOUN
dpc-5762	285	8	and	and	CCONJ
dpc-5762	285	9	syntax	syntax	NOUN
dpc-5762	285	10	:	:	PUNCT
dpc-5762	285	11	large	large	ADJ
dpc-5762	285	12	language	language	NOUN
dpc-5762	285	13	models	model	NOUN
dpc-5762	285	14	in	in	ADP
dpc-5762	285	15	dermatopathology	dermatopathology	NOUN
dpc-5762	285	16	.	.	PUNCT
dpc-5762	286	1	dermatopathology	dermatopathology	NOUN
dpc-5762	286	2	(	(	PUNCT
dpc-5762	286	3	basel	basel	PROPN
dpc-5762	286	4	)	)	PUNCT
dpc-5762	286	5	.	.	PUNCT
dpc-5762	287	1	2024;11(1):101	2024;11(1):101	NUM
dpc-5762	287	2	-	-	PUNCT
dpc-5762	287	3	111	111	NUM
dpc-5762	287	4	.	.	PUNCT
dpc-5762	288	1	doi	doi	NOUN
dpc-5762	288	2	:	:	PUNCT
dpc-5762	288	3	10.3390	10.3390	NUM
dpc-5762	288	4	/	/	SYM
dpc-5762	288	5	dermatopathology11010009	dermatopathology11010009	PROPN
dpc-5762	288	6	.	.	PUNCT
dpc-5762	289	1	pmid	pmid	NOUN
dpc-5762	289	2	:	:	PUNCT
dpc-5762	289	3	38341226	38341226	NUM
dpc-5762	289	4	.	.	PUNCT
dpc-5762	290	1	pmcid	pmcid	NOUN
dpc-5762	290	2	:	:	PUNCT
dpc-5762	290	3	pmc10859559	pmc10859559	PROPN
dpc-5762	290	4	.	.	PUNCT
dpc-5762	291	1	27	27	NUM
dpc-5762	291	2	.	.	PUNCT
dpc-5762	292	1	kiani	kiani	PROPN
dpc-5762	292	2	c	c	PROPN
dpc-5762	292	3	,	,	PUNCT
dpc-5762	292	4	kain	kain	PROPN
dpc-5762	292	5	a	a	X
dpc-5762	292	6	,	,	PUNCT
dpc-5762	292	7	zink	zink	NOUN
dpc-5762	292	8	a.	a.	NOUN
dpc-5762	292	9	wearables	wearables	PROPN
dpc-5762	292	10	and	and	CCONJ
dpc-5762	292	11	smart	smart	ADJ
dpc-5762	292	12	skin	skin	NOUN
dpc-5762	292	13	as	as	ADP
dpc-5762	292	14	new	new	ADJ
dpc-5762	292	15	tools	tool	NOUN
dpc-5762	292	16	for	for	ADP
dpc-5762	292	17	clinical	clinical	ADJ
dpc-5762	292	18	practice	practice	NOUN
dpc-5762	292	19	and	and	CCONJ
dpc-5762	292	20	research	research	NOUN
dpc-5762	292	21	in	in	ADP
dpc-5762	292	22	dermatology	dermatology	NOUN
dpc-5762	292	23	.	.	PUNCT
dpc-5762	293	1	jeadv	jeadv	PROPN
dpc-5762	293	2	clin	clin	PROPN
dpc-5762	293	3	pract	pract	PROPN
dpc-5762	293	4	.	.	PUNCT
dpc-5762	294	1	2022;1(1):66	2022;1(1):66	NUM
dpc-5762	294	2	-	-	PUNCT
dpc-5762	294	3	68.doi:10.1111	68.doi:10.1111	PROPN
dpc-5762	294	4	/	/	SYM
dpc-5762	294	5	jdv.18457	jdv.18457	PROPN
dpc-5762	294	6	.	.	PUNCT
dpc-5762	295	1	pmid	pmid	NOUN
dpc-5762	295	2	:	:	PUNCT
dpc-5762	295	3	36843459	36843459	NUM
dpc-5762	295	4	.	.	PUNCT
dpc-5762	296	1	28	28	NUM
dpc-5762	296	2	.	.	PUNCT
dpc-5762	297	1	uthoff	uthoff	PROPN
dpc-5762	297	2	r	r	NOUN
dpc-5762	297	3	,	,	PUNCT
dpc-5762	297	4	song	song	NOUN
dpc-5762	297	5	b	b	PROPN
dpc-5762	297	6	,	,	PUNCT
dpc-5762	297	7	allen	allen	PROPN
dpc-5762	297	8	jl	jl	PROPN
dpc-5762	297	9	,	,	PUNCT
dpc-5762	297	10	yim	yim	PROPN
dpc-5762	297	11	s	s	PROPN
dpc-5762	297	12	,	,	PUNCT
dpc-5762	297	13	zhou	zhou	PROPN
dpc-5762	297	14	f	f	PROPN
dpc-5762	297	15	,	,	PUNCT
dpc-5762	297	16	morshedi	morshedi	PROPN
dpc-5762	297	17	m	m	PROPN
dpc-5762	297	18	,	,	PUNCT
dpc-5762	297	19	chang	chang	PROPN
dpc-5762	297	20	ms	ms	PROPN
dpc-5762	297	21	,	,	PUNCT
dpc-5762	297	22	wong	wong	PROPN
dpc-5762	297	23	bj	bj	PROPN
dpc-5762	297	24	.	.	PUNCT
dpc-5762	298	1	point	point	NOUN
dpc-5762	298	2	-	-	PUNCT
dpc-5762	298	3	of	of	ADP
dpc-5762	298	4	-	-	PUNCT
dpc-5762	298	5	care	care	NOUN
dpc-5762	298	6	,	,	PUNCT
dpc-5762	298	7	multispectral	multispectral	ADJ
dpc-5762	298	8	,	,	PUNCT
dpc-5762	298	9	smartphone	smartphone	NOUN
dpc-5762	298	10	-	-	PUNCT
dpc-5762	298	11	based	base	VERB
dpc-5762	298	12	dermascopes	dermascope	NOUN
dpc-5762	298	13	for	for	ADP
dpc-5762	298	14	dermal	dermal	ADJ
dpc-5762	298	15	lesion	lesion	NOUN
dpc-5762	298	16	screening	screening	NOUN
dpc-5762	298	17	and	and	CCONJ
dpc-5762	298	18	erythema	erythema	ADJ
dpc-5762	298	19	monitoring	monitoring	NOUN
dpc-5762	298	20	.	.	PUNCT
dpc-5762	299	1	j	j	PROPN
dpc-5762	299	2	biomed	biome	VERB
dpc-5762	299	3	opt	opt	PROPN
dpc-5762	299	4	.	.	PUNCT
dpc-5762	300	1	2020;25(6):060501	2020;25(6):060501	NUM
dpc-5762	300	2	.	.	PUNCT
dpc-5762	300	3	doi	doi	NOUN
dpc-5762	300	4	:	:	PUNCT
dpc-5762	300	5	10.1117/1	10.1117/1	NUM
dpc-5762	300	6	.jbo.25.6.060501	.jbo.25.6.060501	PUNCT
dpc-5762	300	7	.	.	PUNCT
dpc-5762	301	1	pmid	pmid	NOUN
dpc-5762	301	2	:	:	PUNCT
dpc-5762	301	3	32500410	32500410	NUM
dpc-5762	301	4	.	.	PUNCT
dpc-5762	302	1	29	29	NUM
dpc-5762	302	2	.	.	X
dpc-5762	303	1	finlayson	finlayson	PROPN
dpc-5762	303	2	l	l	PROPN
dpc-5762	303	3	,	,	PUNCT
dpc-5762	303	4	mackinnon	mackinnon	PROPN
dpc-5762	303	5	n	n	PROPN
dpc-5762	303	6	,	,	PUNCT
dpc-5762	303	7	sile	sile	PROPN
dpc-5762	303	8	s	s	PROPN
dpc-5762	303	9	,	,	PUNCT
dpc-5762	303	10	waugh	waugh	PROPN
dpc-5762	303	11	s	s	PROPN
dpc-5762	303	12	,	,	PUNCT
dpc-5762	303	13	donnelly	donnelly	PROPN
dpc-5762	303	14	rf	rf	NOUN
dpc-5762	303	15	,	,	PUNCT
dpc-5762	303	16	meglinski	meglinski	ADJ
dpc-5762	303	17	i.	i.	NOUN
dpc-5762	303	18	depth	depth	NOUN
dpc-5762	303	19	penetration	penetration	NOUN
dpc-5762	303	20	of	of	ADP
dpc-5762	303	21	light	light	NOUN
dpc-5762	303	22	into	into	ADP
dpc-5762	303	23	skin	skin	NOUN
dpc-5762	303	24	as	as	ADP
dpc-5762	303	25	a	a	DET
dpc-5762	303	26	function	function	NOUN
dpc-5762	303	27	of	of	ADP
dpc-5762	303	28	wavelength	wavelength	NOUN
dpc-5762	303	29	from	from	ADP
dpc-5762	303	30	200	200	NUM
dpc-5762	303	31	to	to	PART
dpc-5762	303	32	1000	1000	NUM
dpc-5762	303	33	nm	nm	NOUN
dpc-5762	303	34	.	.	PROPN
dpc-5762	304	1	photochem	photochem	PROPN
dpc-5762	304	2	photobiol	photobiol	PROPN
dpc-5762	304	3	.2022;98(4):974	.2022;98(4):974	PROPN
dpc-5762	304	4	-	-	PUNCT
dpc-5762	304	5	981.doi:10.1111	981.doi:10.1111	PROPN
dpc-5762	304	6	/	/	SYM
dpc-5762	304	7	php.13637	php.13637	PROPN
dpc-5762	304	8	.	.	PUNCT
dpc-5762	305	1	pmid	pmid	NOUN
dpc-5762	305	2	:	:	PUNCT
dpc-5762	305	3	35623799	35623799	NUM
dpc-5762	305	4	.	.	PUNCT
dpc-5762	306	1	30	30	NUM
dpc-5762	306	2	.	.	PUNCT
dpc-5762	307	1	darvin	darvin	PROPN
dpc-5762	307	2	me	i	PRON
dpc-5762	307	3	.	.	PUNCT
dpc-5762	308	1	optical	optical	ADJ
dpc-5762	308	2	methods	method	NOUN
dpc-5762	308	3	for	for	ADP
dpc-5762	308	4	non	non	ADJ
dpc-5762	308	5	-	-	ADJ
dpc-5762	308	6	invasive	invasive	ADJ
dpc-5762	308	7	determination	determination	NOUN
dpc-5762	308	8	of	of	ADP
dpc-5762	308	9	skin	skin	NOUN
dpc-5762	308	10	penetration	penetration	NOUN
dpc-5762	308	11	:	:	PUNCT
dpc-5762	308	12	current	current	ADJ
dpc-5762	308	13	trends	trend	NOUN
dpc-5762	308	14	,	,	PUNCT
dpc-5762	308	15	advances	advance	NOUN
dpc-5762	308	16	,	,	PUNCT
dpc-5762	308	17	possibilities	possibility	NOUN
dpc-5762	308	18	,	,	PUNCT
dpc-5762	308	19	prospects	prospect	NOUN
dpc-5762	308	20	,	,	PUNCT
dpc-5762	308	21	and	and	CCONJ
dpc-5762	308	22	translation	translation	NOUN
dpc-5762	308	23	into	into	ADP
dpc-5762	308	24	in	in	ADP
dpc-5762	308	25	vivo	vivo	ADJ
dpc-5762	308	26	human	human	ADJ
dpc-5762	308	27	studies	study	NOUN
dpc-5762	308	28	.	.	PUNCT
dpc-5762	309	1	pharmaceutics	pharmaceutic	NOUN
dpc-5762	309	2	.	.	PUNCT
dpc-5762	310	1	2023;15(9):2215	2023;15(9):2215	X
dpc-5762	310	2	.	.	PUNCT
dpc-5762	310	3	doi	doi	NOUN
dpc-5762	310	4	:	:	PUNCT
dpc-5762	310	5	10.3390	10.3390	NUM
dpc-5762	310	6	/	/	SYM
dpc-5762	310	7	pharmaceutics15092215	pharmaceutics15092215	PROPN
dpc-5762	310	8	.	.	PUNCT
dpc-5762	311	1	pmid	pmid	NOUN
dpc-5762	311	2	:	:	PUNCT
dpc-5762	311	3	37760490	37760490	NUM
dpc-5762	311	4	.	.	PUNCT
dpc-5762	312	1	31	31	NUM
dpc-5762	312	2	.	.	PUNCT
dpc-5762	313	1	lobig	lobig	PROPN
dpc-5762	313	2	f	f	PROPN
dpc-5762	313	3	,	,	PUNCT
dpc-5762	313	4	et	et	PROPN
dpc-5762	313	5	al	al	PROPN
dpc-5762	313	6	.	.	PUNCT
dpc-5762	314	1	to	to	PART
dpc-5762	314	2	pay	pay	VERB
dpc-5762	314	3	or	or	CCONJ
dpc-5762	314	4	not	not	PART
dpc-5762	314	5	to	to	PART
dpc-5762	314	6	pay	pay	VERB
dpc-5762	314	7	for	for	ADP
dpc-5762	314	8	artificial	artificial	ADJ
dpc-5762	314	9	intelligence	intelligence	NOUN
dpc-5762	314	10	applications	application	NOUN
dpc-5762	314	11	in	in	ADP
dpc-5762	314	12	radiology	radiology	NOUN
dpc-5762	314	13	.	.	PUNCT
dpc-5762	315	1	npj	npj	NOUN
dpc-5762	315	2	digit	digit	NOUN
dpc-5762	315	3	med	med	PROPN
dpc-5762	315	4	.	.	PUNCT
dpc-5762	316	1	2023;6(1):117	2023;6(1):117	X
dpc-5762	316	2	.	.	PUNCT
dpc-5762	316	3	doi	doi	NOUN
dpc-5762	316	4	:	:	PUNCT
dpc-5762	316	5	10.1038	10.1038	NUM
dpc-5762	316	6	/	/	SYM
dpc-5762	316	7	s41746	s41746	PROPN
dpc-5762	316	8	-	-	PUNCT
dpc-5762	316	9	023	023	NUM
dpc-5762	316	10	-	-	PUNCT
dpc-5762	316	11	00879	00879	NUM
dpc-5762	316	12	-	-	SYM
dpc-5762	316	13	6.pmid:37410888.pmcid	6.pmid:37410888.pmcid	NUM
dpc-5762	316	14	:	:	PUNCT
dpc-5762	316	15	pmc10325063	pmc10325063	ADJ
dpc-5762	316	16	.	.	PUNCT
dpc-5762	317	1	32	32	NUM
dpc-5762	317	2	.	.	PUNCT
dpc-5762	318	1	gao	gao	PROPN
dpc-5762	318	2	y	y	PROPN
dpc-5762	318	3	,	,	PUNCT
dpc-5762	318	4	et	et	PROPN
dpc-5762	318	5	al	al	PROPN
dpc-5762	318	6	.	.	PROPN
dpc-5762	318	7	4d	4d	PROPN
dpc-5762	318	8	spectral	spectral	ADJ
dpc-5762	318	9	-	-	PUNCT
dpc-5762	318	10	spatial	spatial	ADJ
dpc-5762	318	11	computational	computational	ADJ
dpc-5762	318	12	photoacoustic	photoacoustic	ADJ
dpc-5762	318	13	dermoscopy	dermoscopy	NOUN
dpc-5762	318	14	.	.	PUNCT
dpc-5762	319	1	photoacoustics	photoacoustic	NOUN
dpc-5762	319	2	.	.	PUNCT
dpc-5762	320	1	2023;34:100572	2023;34:100572	X
dpc-5762	320	2	.	.	PUNCT
dpc-5762	320	3	doi	doi	NOUN
dpc-5762	320	4	:	:	PUNCT
dpc-5762	320	5	10.1016	10.1016	NUM
dpc-5762	320	6	/	/	SYM
dpc-5762	320	7	j	j	PROPN
dpc-5762	320	8	.pacs.2023.100572	.pacs.2023.100572	PROPN
dpc-5762	320	9	.	.	PUNCT
dpc-5762	321	1	pmid	pmid	NOUN
dpc-5762	321	2	:	:	PUNCT
dpc-5762	321	3	37515769	37515769	NUM
dpc-5762	321	4	.	.	PUNCT
dpc-5762	322	1	pmcid	pmcid	NOUN
dpc-5762	322	2	:	:	PUNCT
dpc-5762	322	3	pmc10382225	pmc10382225	X
dpc-5762	322	4	.	.	PUNCT
dpc-5762	323	1	33	33	NUM
dpc-5762	323	2	.	.	PUNCT
dpc-5762	324	1	schneider	schneider	PROPN
dpc-5762	324	2	sl	sl	PROPN
dpc-5762	324	3	,	,	PUNCT
dpc-5762	324	4	et	et	PROPN
dpc-5762	324	5	al	al	PROPN
dpc-5762	324	6	.	.	PUNCT
dpc-5762	325	1	emerging	emerge	VERB
dpc-5762	325	2	imaging	imaging	NOUN
dpc-5762	325	3	technologies	technology	NOUN
dpc-5762	325	4	in	in	ADP
dpc-5762	325	5	dermatology	dermatology	NOUN
dpc-5762	325	6	:	:	PUNCT
dpc-5762	325	7	part	part	NOUN
dpc-5762	325	8	i	i	NOUN
dpc-5762	325	9	:	:	PUNCT
dpc-5762	325	10	basic	basic	ADJ
dpc-5762	325	11	principles	principle	NOUN
dpc-5762	325	12	.	.	PUNCT
dpc-5762	326	1	j	j	PROPN
dpc-5762	326	2	am	be	AUX
dpc-5762	326	3	acad	acad	ADJ
dpc-5762	326	4	dermatol	dermatol	NOUN
dpc-5762	326	5	.	.	PUNCT
dpc-5762	327	1	2019;80(4):1114	2019;80(4):1114	NUM
dpc-5762	327	2	-	-	SYM
dpc-5762	327	3	1120.doi:10.1016	1120.doi:10.1016	NUM
dpc-5762	327	4	/	/	SYM
dpc-5762	327	5	j.jaad.2018.12.011	j.jaad.2018.12.011	NOUN
dpc-5762	327	6	.	.	PUNCT
dpc-5762	328	1	pmid	pmid	NOUN
dpc-5762	328	2	:	:	PUNCT
dpc-5762	328	3	30605430	30605430	NUM
dpc-5762	328	4	.	.	PUNCT
dpc-5762	329	1	34	34	NUM
dpc-5762	329	2	.	.	PUNCT
dpc-5762	329	3	tadesse	tadesse	PROPN
dpc-5762	329	4	ga	ga	PROPN
dpc-5762	329	5	,	,	PUNCT
dpc-5762	329	6	et	et	PROPN
dpc-5762	329	7	al	al	PROPN
dpc-5762	329	8	.	.	PROPN
dpc-5762	329	9	skin	skin	NOUN
dpc-5762	329	10	tone	tone	NOUN
dpc-5762	329	11	analysis	analysis	NOUN
dpc-5762	329	12	for	for	ADP
dpc-5762	329	13	representation	representation	NOUN
dpc-5762	329	14	in	in	ADP
dpc-5762	329	15	educational	educational	ADJ
dpc-5762	329	16	materials	material	NOUN
dpc-5762	329	17	(	(	PUNCT
dpc-5762	329	18	star	star	NOUN
dpc-5762	329	19	-	-	PUNCT
dpc-5762	329	20	ed	ed	NOUN
dpc-5762	329	21	)	)	PUNCT
dpc-5762	329	22	using	use	VERB
dpc-5762	329	23	machine	machine	NOUN
dpc-5762	329	24	learning	learning	NOUN
dpc-5762	329	25	.	.	PUNCT
dpc-5762	330	1	npj	npj	NOUN
dpc-5762	330	2	digit	digit	NOUN
dpc-5762	330	3	med	med	PROPN
dpc-5762	330	4	.	.	PUNCT
dpc-5762	331	1	2023;6(1):151	2023;6(1):151	X
dpc-5762	331	2	.	.	PUNCT
dpc-5762	331	3	doi	doi	NOUN
dpc-5762	331	4	:	:	PUNCT
dpc-5762	331	5	10.1038	10.1038	NUM
dpc-5762	331	6	/	/	SYM
dpc-5762	331	7	s41746	s41746	PROPN
dpc-5762	331	8	-	-	PUNCT
dpc-5762	331	9	023	023	NUM
dpc-5762	331	10	-	-	PUNCT
dpc-5762	331	11	00905	00905	NUM
dpc-5762	331	12	-	-	PUNCT
dpc-5762	331	13	5	5	NUM
dpc-5762	331	14	.	.	NOUN
dpc-5762	331	15	35	35	NUM
dpc-5762	331	16	.	.	PUNCT
dpc-5762	332	1	singh	singh	PROPN
dpc-5762	332	2	y	y	PROPN
dpc-5762	332	3	,	,	PUNCT
dpc-5762	332	4	et	et	PROPN
dpc-5762	332	5	al	al	PROPN
dpc-5762	332	6	.	.	PROPN
dpc-5762	333	1	beyond	beyond	ADP
dpc-5762	333	2	the	the	DET
dpc-5762	333	3	hype	hype	NOUN
dpc-5762	333	4	:	:	PUNCT
dpc-5762	333	5	navigating	navigate	VERB
dpc-5762	333	6	bias	bias	NOUN
dpc-5762	333	7	in	in	ADP
dpc-5762	333	8	ai	ai	ADJ
dpc-5762	333	9	-	-	PUNCT
dpc-5762	333	10	driven	drive	VERB
dpc-5762	333	11	cancer	cancer	NOUN
dpc-5762	333	12	detection	detection	NOUN
dpc-5762	333	13	.	.	PUNCT
dpc-5762	334	1	oncotarget	oncotarget	NOUN
dpc-5762	334	2	.	.	PUNCT
dpc-5762	335	1	2024;15:764	2024;15:764	NOUN
dpc-5762	335	2	-	-	PUNCT
dpc-5762	335	3	766.doi	766.doi	NUM
dpc-5762	335	4	:	:	PUNCT
dpc-5762	335	5	doi	doi	NOUN
dpc-5762	335	6	:	:	PUNCT
dpc-5762	335	7	10.18632	10.18632	NUM
dpc-5762	335	8	/oncotarget.28665	/oncotarget.28665	SYM
dpc-5762	335	9	.	.	PUNCT
dpc-5762	336	1	pmid	pmid	NOUN
dpc-5762	336	2	:	:	PUNCT
dpc-5762	336	3	39513852	39513852	NUM
dpc-5762	336	4	36	36	NUM
dpc-5762	336	5	.	.	PUNCT
dpc-5762	337	1	daneshjou	daneshjou	PROPN
dpc-5762	338	1	r	r	NOUN
dpc-5762	338	2	,	,	PUNCT
dpc-5762	338	3	et	et	PROPN
dpc-5762	338	4	al	al	PROPN
dpc-5762	338	5	.	.	PROPN
dpc-5762	338	6	disparities	disparity	NOUN
dpc-5762	338	7	in	in	ADP
dpc-5762	338	8	dermatology	dermatology	NOUN
dpc-5762	338	9	ai	ai	VERB
dpc-5762	338	10	performance	performance	NOUN
dpc-5762	338	11	on	on	ADP
dpc-5762	338	12	a	a	DET
dpc-5762	338	13	diverse	diverse	ADJ
dpc-5762	338	14	,	,	PUNCT
dpc-5762	338	15	curated	curate	VERB
dpc-5762	338	16	clinical	clinical	ADJ
dpc-5762	338	17	image	image	NOUN
dpc-5762	338	18	set	set	NOUN
dpc-5762	338	19	.	.	PUNCT
dpc-5762	339	1	sci	sci	PROPN
dpc-5762	339	2	adv	adv	PROPN
dpc-5762	339	3	.	.	PUNCT
dpc-5762	340	1	2022;8(32):eabq6147	2022;8(32):eabq6147	NUM
dpc-5762	340	2	.	.	PUNCT
dpc-5762	341	1	doi	doi	NOUN
dpc-5762	341	2	:	:	PUNCT
dpc-5762	341	3	10.1126	10.1126	NUM
dpc-5762	341	4	/	/	SYM
dpc-5762	341	5	sciadv.abq6147	sciadv.abq6147	NUM
dpc-5762	341	6	.	.	PUNCT
dpc-5762	342	1	9	9	X
dpc-5762	342	2	.	.	X
dpc-5762	342	3	barcaui	barcaui	NOUN
dpc-5762	342	4	ede	ede	PROPN
dpc-5762	342	5	o	o	PROPN
dpc-5762	342	6	,	,	PUNCT
dpc-5762	342	7	et	et	PROPN
dpc-5762	342	8	al	al	PROPN
dpc-5762	342	9	.	.	PROPN
dpc-5762	342	10	high	high	ADJ
dpc-5762	342	11	frequency	frequency	NOUN
dpc-5762	342	12	ultrasound	ultrasound	NOUN
dpc-5762	342	13	with	with	ADP
dpc-5762	342	14	color	color	NOUN
dpc-5762	342	15	doppler	doppler	NOUN
dpc-5762	342	16	in	in	ADP
dpc-5762	342	17	dermatology	dermatology	NOUN
dpc-5762	342	18	.	.	PUNCT
dpc-5762	343	1	an	an	DET
dpc-5762	343	2	bras	bras	NOUN
dpc-5762	343	3	dermatol	dermatol	NOUN
dpc-5762	343	4	.	.	PUNCT
dpc-5762	344	1	2016;91(3):262	2016;91(3):262	NUM
dpc-5762	344	2	-	-	PUNCT
dpc-5762	344	3	273	273	NUM
dpc-5762	344	4	.	.	PUNCT
dpc-5762	345	1	doi	doi	NOUN
dpc-5762	345	2	:	:	PUNCT
dpc-5762	345	3	10.1590	10.1590	NUM
dpc-5762	345	4	/	/	SYM
dpc-5762	345	5	abd1806	abd1806	NOUN
dpc-5762	345	6	-	-	PUNCT
dpc-5762	345	7	4841.20163976	4841.20163976	NOUN
dpc-5762	345	8	.	.	PUNCT
dpc-5762	346	1	pmid	pmid	NOUN
dpc-5762	346	2	:	:	PUNCT
dpc-5762	346	3	27274255	27274255	NUM
dpc-5762	346	4	.	.	PUNCT
dpc-5762	347	1	10	10	NUM
dpc-5762	347	2	.	.	PUNCT
dpc-5762	347	3	peralta	peralta	PROPN
dpc-5762	347	4	xg	xg	PROPN
dpc-5762	347	5	,	,	PUNCT
dpc-5762	347	6	et	et	PROPN
dpc-5762	347	7	al	al	PROPN
dpc-5762	347	8	.	.	PROPN
dpc-5762	347	9	terahertz	terahertz	NOUN
dpc-5762	347	10	spectroscopy	spectroscopy	NOUN
dpc-5762	347	11	of	of	ADP
dpc-5762	347	12	human	human	ADJ
dpc-5762	347	13	skin	skin	NOUN
dpc-5762	347	14	tissue	tissue	NOUN
dpc-5762	347	15	models	model	NOUN
dpc-5762	347	16	with	with	ADP
dpc-5762	347	17	different	different	ADJ
dpc-5762	347	18	melanin	melanin	NOUN
dpc-5762	347	19	content	content	NOUN
dpc-5762	347	20	.	.	PUNCT
dpc-5762	347	21	biomed	biome	VERB
dpc-5762	347	22	opt	opt	PROPN
dpc-5762	347	23	express	express	VERB
dpc-5762	347	24	.	.	PUNCT
dpc-5762	348	1	2019;10(6):2942	2019;10(6):2942	NUM
dpc-5762	348	2	-	-	SYM
dpc-5762	348	3	2955	2955	NUM
dpc-5762	348	4	.	.	PUNCT
dpc-5762	349	1	doi	doi	NOUN
dpc-5762	349	2	:	:	PUNCT
dpc-5762	349	3	10.1364	10.1364	NUM
dpc-5762	349	4	/	/	SYM
dpc-5762	349	5	boe.10.002942	boe.10.002942	NOUN
dpc-5762	349	6	.	.	PUNCT
dpc-5762	350	1	pmid	pmid	NOUN
dpc-5762	350	2	:	:	PUNCT
dpc-5762	350	3	31105622	31105622	NUM
dpc-5762	350	4	.	.	PUNCT
dpc-5762	351	1	11	11	NUM
dpc-5762	351	2	.	.	X
dpc-5762	351	3	else	else	ADV
dpc-5762	351	4	tr	tr	VERB
dpc-5762	351	5	,	,	PUNCT
dpc-5762	351	6	et	et	PROPN
dpc-5762	351	7	al	al	PROPN
dpc-5762	351	8	.	.	PUNCT
dpc-5762	352	1	effects	effect	NOUN
dpc-5762	352	2	of	of	ADP
dpc-5762	352	3	skin	skin	NOUN
dpc-5762	352	4	tone	tone	NOUN
dpc-5762	352	5	on	on	ADP
dpc-5762	352	6	photoacoustic	photoacoustic	ADJ
dpc-5762	352	7	imaging	imaging	NOUN
dpc-5762	352	8	and	and	CCONJ
dpc-5762	352	9	oximetry	oximetry	NOUN
dpc-5762	352	10	.	.	PUNCT
dpc-5762	353	1	j	j	PROPN
dpc-5762	353	2	biomed	biome	VERB
dpc-5762	353	3	opt	opt	PROPN
dpc-5762	353	4	.	.	PUNCT
dpc-5762	354	1	2024;29(suppl	2024;29(suppl	PROPN
dpc-5762	354	2	1):s11506	1):s11506	NUM
dpc-5762	354	3	.	.	PUNCT
dpc-5762	355	1	doi	doi	NOUN
dpc-5762	355	2	:	:	PUNCT
dpc-5762	355	3	10.1117/1.jbo.29.12.s11506	10.1117/1.jbo.29.12.s11506	NUM
dpc-5762	355	4	.	.	PUNCT
dpc-5762	356	1	pmid	pmid	NOUN
dpc-5762	356	2	:	:	PUNCT
dpc-5762	356	3	37368733	37368733	NUM
dpc-5762	356	4	.	.	PUNCT
dpc-5762	357	1	12	12	NUM
dpc-5762	357	2	.	.	PUNCT
dpc-5762	358	1	deán	deán	NOUN
dpc-5762	358	2	-	-	PUNCT
dpc-5762	358	3	ben	ben	PROPN
dpc-5762	358	4	xl	xl	PROPN
dpc-5762	358	5	,	,	PUNCT
dpc-5762	358	6	razansky	razansky	PROPN
dpc-5762	358	7	d.	d.	PROPN
dpc-5762	358	8	optoacoustic	optoacoustic	PROPN
dpc-5762	358	9	imaging	imaging	NOUN
dpc-5762	358	10	of	of	ADP
dpc-5762	358	11	the	the	DET
dpc-5762	358	12	skin	skin	NOUN
dpc-5762	358	13	.	.	PUNCT
dpc-5762	359	1	exp	exp	NOUN
dpc-5762	359	2	dermatol	dermatol	NOUN
dpc-5762	359	3	.	.	PUNCT
dpc-5762	360	1	2021;30(11):1598	2021;30(11):1598	NUM
dpc-5762	360	2	-	-	SYM
dpc-5762	360	3	1609	1609	NUM
dpc-5762	360	4	.	.	PUNCT
dpc-5762	361	1	doi	doi	NOUN
dpc-5762	361	2	:	:	PUNCT
dpc-5762	361	3	10.1111	10.1111	NUM
dpc-5762	361	4	/exd.14406	/exd.14406	NOUN
dpc-5762	361	5	.	.	PUNCT
dpc-5762	362	1	pmid	pmid	NOUN
dpc-5762	362	2	:	:	PUNCT
dpc-5762	362	3	34272045	34272045	NUM
dpc-5762	362	4	.	.	PUNCT
dpc-5762	363	1	13	13	NUM
dpc-5762	363	2	.	.	X
dpc-5762	364	1	thompson	thompson	PROPN
dpc-5762	364	2	b	b	PROPN
dpc-5762	364	3	,	,	PUNCT
dpc-5762	364	4	et	et	PROPN
dpc-5762	364	5	al	al	PROPN
dpc-5762	364	6	.	.	PUNCT
dpc-5762	365	1	melanoma	melanoma	PROPN
dpc-5762	365	2	:	:	PUNCT
dpc-5762	365	3	does	do	AUX
dpc-5762	365	4	it	it	PRON
dpc-5762	365	5	present	present	VERB
dpc-5762	365	6	differently	differently	ADV
dpc-5762	365	7	in	in	ADP
dpc-5762	365	8	darker	dark	ADJ
dpc-5762	365	9	skin	skin	NOUN
dpc-5762	365	10	tones	tone	NOUN
dpc-5762	365	11	?	?	PUNCT
dpc-5762	366	1	mededportal	mededportal	ADJ
dpc-5762	366	2	.	.	PUNCT
dpc-5762	367	1	2023;19:11311	2023;19:11311	NUM
dpc-5762	367	2	.	.	PUNCT
dpc-5762	367	3	doi	doi	NOUN
dpc-5762	367	4	:	:	PUNCT
dpc-5762	367	5	10.15766	10.15766	NUM
dpc-5762	367	6	/	/	SYM
dpc-5762	367	7	mep_2374	mep_2374	NOUN
dpc-5762	367	8	-	-	NOUN
dpc-5762	367	9	8265.11311	8265.11311	NUM
dpc-5762	367	10	.	.	PUNCT
dpc-5762	368	1	pmid	pmid	NOUN
dpc-5762	368	2	:	:	PUNCT
dpc-5762	368	3	37181454	37181454	NUM
dpc-5762	368	4	.	.	PUNCT
dpc-5762	369	1	14	14	NUM
dpc-5762	369	2	.	.	PUNCT
dpc-5762	370	1	massie	massie	PROPN
dpc-5762	370	2	jp	jp	PROPN
dpc-5762	370	3	,	,	PUNCT
dpc-5762	370	4	et	et	PROPN
dpc-5762	370	5	al	al	PROPN
dpc-5762	370	6	.	.	PROPN
dpc-5762	370	7	patient	patient	PROPN
dpc-5762	370	8	representation	representation	NOUN
dpc-5762	370	9	in	in	ADP
dpc-5762	370	10	medical	medical	ADJ
dpc-5762	370	11	literature	literature	NOUN
dpc-5762	370	12	:	:	PUNCT
dpc-5762	370	13	are	be	AUX
dpc-5762	370	14	we	we	PRON
dpc-5762	370	15	appropriately	appropriately	ADV
dpc-5762	370	16	depicting	depict	VERB
dpc-5762	370	17	diversity	diversity	NOUN
dpc-5762	370	18	?	?	PUNCT
dpc-5762	371	1	plast	plast	PROPN
dpc-5762	371	2	reconstr	reconstr	NOUN
dpc-5762	371	3	surg	surg	NOUN
dpc-5762	371	4	glob	glob	NOUN
dpc-5762	371	5	open	open	ADJ
dpc-5762	371	6	.	.	PUNCT
dpc-5762	372	1	2019;7(12):e2563	2019;7(12):e2563	NOUN
dpc-5762	372	2	.	.	PUNCT
dpc-5762	373	1	doi	doi	NOUN
dpc-5762	373	2	:	:	PUNCT
dpc-5762	373	3	10.1097	10.1097	NUM
dpc-5762	373	4	/gox.0000000000002563	/gox.0000000000002563	NOUN
dpc-5762	373	5	.	.	PUNCT
dpc-5762	374	1	pmid	pmid	NOUN
dpc-5762	374	2	:	:	PUNCT
dpc-5762	374	3	31943186	31943186	NUM
dpc-5762	374	4	.	.	PUNCT
dpc-5762	375	1	15	15	NUM
dpc-5762	375	2	.	.	PUNCT
dpc-5762	376	1	wang	wang	PROPN
dpc-5762	376	2	s	s	PROPN
dpc-5762	376	3	,	,	PUNCT
dpc-5762	376	4	et	et	PROPN
dpc-5762	376	5	al	al	PROPN
dpc-5762	376	6	.	.	PROPN
dpc-5762	377	1	medical	medical	ADJ
dpc-5762	377	2	student	student	NOUN
dpc-5762	377	3	melanoma	melanoma	NOUN
dpc-5762	377	4	detection	detection	NOUN
dpc-5762	377	5	rates	rate	NOUN
dpc-5762	377	6	in	in	ADP
dpc-5762	377	7	white	white	ADJ
dpc-5762	377	8	and	and	CCONJ
dpc-5762	377	9	african	african	ADJ
dpc-5762	377	10	american	american	ADJ
dpc-5762	377	11	skin	skin	NOUN
dpc-5762	377	12	using	use	VERB
dpc-5762	377	13	moulage	moulage	NOUN
dpc-5762	377	14	and	and	CCONJ
dpc-5762	377	15	standardized	standardized	ADJ
dpc-5762	377	16	patients	patient	NOUN
dpc-5762	377	17	.	.	PUNCT
dpc-5762	378	1	2015	2015	NUM
dpc-5762	378	2	.	.	PUNCT
dpc-5762	379	1	doi	doi	NOUN
dpc-5762	379	2	:	:	PUNCT
dpc-5762	379	3	10.15226/2378	10.15226/2378	NUM
dpc-5762	379	4	-	-	PUNCT
dpc-5762	379	5	1726/2/1/00109	1726/2/1/00109	NUM
dpc-5762	379	6	.	.	PUNCT
dpc-5762	380	1	16	16	NUM
dpc-5762	380	2	.	.	PUNCT
dpc-5762	381	1	roh	roh	PROPN
dpc-5762	381	2	ys	ys	PROPN
dpc-5762	381	3	,	,	PUNCT
dpc-5762	381	4	et	et	PROPN
dpc-5762	381	5	al	al	PROPN
dpc-5762	381	6	.	.	PUNCT
dpc-5762	382	1	real	real	ADJ
dpc-5762	382	2	-	-	PUNCT
dpc-5762	382	3	world	world	NOUN
dpc-5762	382	4	comorbidities	comorbiditie	NOUN
dpc-5762	382	5	of	of	ADP
dpc-5762	382	6	atopic	atopic	NOUN
dpc-5762	382	7	dermatitis	dermatitis	NOUN
dpc-5762	382	8	in	in	ADP
dpc-5762	382	9	the	the	DET
dpc-5762	382	10	us	us	PROPN
dpc-5762	382	11	adult	adult	NOUN
dpc-5762	382	12	ambulatory	ambulatory	ADJ
dpc-5762	382	13	population	population	NOUN
dpc-5762	382	14	.	.	PUNCT
dpc-5762	383	1	j	j	PROPN
dpc-5762	383	2	am	be	AUX
dpc-5762	383	3	acad	acad	ADJ
dpc-5762	383	4	dermatol	dermatol	NOUN
dpc-5762	383	5	.	.	PUNCT
dpc-5762	384	1	2022;86(4):835	2022;86(4):835	NUM
dpc-5762	384	2	-	-	SYM
dpc-5762	384	3	845	845	NUM
dpc-5762	384	4	.	.	PUNCT
dpc-5762	385	1	doi	doi	NOUN
dpc-5762	385	2	:	:	PUNCT
dpc-5762	385	3	10.1016	10.1016	NUM
dpc-5762	385	4	/	/	SYM
dpc-5762	385	5	j.jaad.2021.08.037	j.jaad.2021.08.037	PROPN
dpc-5762	385	6	.	.	PUNCT
dpc-5762	386	1	pmid	pmid	NOUN
dpc-5762	386	2	:	:	PUNCT
dpc-5762	386	3	34316595	34316595	NUM
dpc-5762	386	4	.	.	PUNCT
dpc-5762	387	1	17	17	NUM
dpc-5762	387	2	.	.	X
dpc-5762	387	3	alexis	alexis	PROPN
dpc-5762	387	4	af	af	PROPN
dpc-5762	387	5	,	,	PUNCT
dpc-5762	387	6	blackcloud	blackcloud	ADJ
dpc-5762	387	7	p.	p.	NOUN
dpc-5762	387	8	psoriasis	psoriasis	NOUN
dpc-5762	387	9	in	in	ADP
dpc-5762	387	10	skin	skin	NOUN
dpc-5762	387	11	of	of	ADP
dpc-5762	387	12	color	color	NOUN
dpc-5762	387	13	:	:	PUNCT
dpc-5762	387	14	epidemiology	epidemiology	NOUN
dpc-5762	387	15	,	,	PUNCT
dpc-5762	387	16	genetics	genetic	NOUN
dpc-5762	387	17	,	,	PUNCT
dpc-5762	387	18	clinical	clinical	ADJ
dpc-5762	387	19	presentation	presentation	NOUN
dpc-5762	387	20	,	,	PUNCT
dpc-5762	387	21	and	and	CCONJ
dpc-5762	387	22	treatment	treatment	NOUN
dpc-5762	387	23	nuances	nuance	NOUN
dpc-5762	387	24	.	.	PUNCT
dpc-5762	388	1	j	j	PROPN
dpc-5762	388	2	clin	clin	PROPN
dpc-5762	388	3	aesthet	aesthet	PROPN
dpc-5762	388	4	dermatol	dermatol	PROPN
dpc-5762	388	5	.	.	PUNCT
dpc-5762	389	1	2014;7(11):16	2014;7(11):16	NUM
dpc-5762	389	2	-	-	SYM
dpc-5762	389	3	24	24	NUM
dpc-5762	389	4	.	.	PUNCT
dpc-5762	390	1	pmid	pmid	NOUN
dpc-5762	390	2	:	:	PUNCT
dpc-5762	390	3	25489378	25489378	NUM
dpc-5762	390	4	.	.	PUNCT
dpc-5762	391	1	18	18	NUM
dpc-5762	391	2	.	.	X
dpc-5762	391	3	dermnetnz	dermnetnz	PROPN
dpc-5762	391	4	.	.	PUNCT
dpc-5762	392	1	psoriasis	psoriasis	NOUN
dpc-5762	392	2	[	[	X
dpc-5762	392	3	internet	internet	NOUN
dpc-5762	392	4	]	]	PUNCT
dpc-5762	392	5	.	.	PUNCT
dpc-5762	393	1	2025	2025	NUM
dpc-5762	393	2	.	.	PUNCT
dpc-5762	394	1	accessed	access	VERB
dpc-5762	394	2	october	october	PROPN
dpc-5762	394	3	15	15	NUM
dpc-5762	394	4	,	,	PUNCT
dpc-5762	394	5	2025	2025	NUM
dpc-5762	394	6	.	.	PUNCT
dpc-5762	395	1	available	available	ADJ
dpc-5762	395	2	from	from	ADP
dpc-5762	395	3	:	:	PUNCT
dpc-5762	395	4	https://dermnetnz.org/imagedetail/7254-psoriasis	https://dermnetnz.org/imagedetail/7254-psoriasis	NOUN
dpc-5762	395	5	19	19	NUM
dpc-5762	395	6	.	.	PUNCT
dpc-5762	396	1	dermnetnz	dermnetnz	PROPN
dpc-5762	396	2	.	.	PUNCT
dpc-5762	397	1	plaque	plaque	NOUN
dpc-5762	397	2	psoriasis	psoriasis	NOUN
dpc-5762	397	3	[	[	X
dpc-5762	397	4	internet	internet	NOUN
dpc-5762	397	5	]	]	PUNCT
dpc-5762	397	6	.	.	PUNCT
dpc-5762	398	1	2025	2025	NUM
dpc-5762	398	2	.	.	PUNCT
dpc-5762	399	1	accessed	access	VERB
dpc-5762	399	2	october	october	PROPN
dpc-5762	399	3	15	15	NUM
dpc-5762	399	4	,	,	PUNCT
dpc-5762	399	5	2025	2025	NUM
dpc-5762	399	6	.	.	PUNCT
dpc-5762	400	1	available	available	ADJ
dpc-5762	400	2	from	from	ADP
dpc-5762	400	3	:	:	PUNCT
dpc-5762	400	4	https://dermnetnz.org	https://dermnetnz.org	PROPN
dpc-5762	400	5	/imagedetail/3364	/imagedetail/3364	NOUN
dpc-5762	400	6	-	-	PUNCT
dpc-5762	400	7	plaque	plaque	NOUN
dpc-5762	400	8	-	-	PUNCT
dpc-5762	400	9	psoriasis	psoriasis	NOUN
dpc-5762	400	10	20	20	NUM
dpc-5762	400	11	.	.	PUNCT
dpc-5762	401	1	american	american	PROPN
dpc-5762	401	2	academy	academy	PROPN
dpc-5762	401	3	of	of	ADP
dpc-5762	401	4	dermatology	dermatology	PROPN
dpc-5762	401	5	association	association	PROPN
dpc-5762	401	6	.	.	PUNCT
dpc-5762	402	1	can	can	AUX
dpc-5762	402	2	you	you	PRON
dpc-5762	402	3	get	get	VERB
dpc-5762	402	4	psoriasis	psoriasis	NOUN
dpc-5762	402	5	if	if	SCONJ
dpc-5762	402	6	you	you	PRON
dpc-5762	402	7	have	have	VERB
dpc-5762	402	8	skin	skin	NOUN
dpc-5762	402	9	of	of	ADP
dpc-5762	402	10	color	color	NOUN
dpc-5762	402	11	?	?	PUNCT
dpc-5762	403	1	2024	2024	NUM
dpc-5762	404	1	[	[	X
dpc-5762	404	2	internet	internet	NOUN
dpc-5762	404	3	]	]	PUNCT
dpc-5762	404	4	.	.	PUNCT
dpc-5762	405	1	accessed	access	VERB
dpc-5762	405	2	october	october	PROPN
dpc-5762	405	3	15	15	NUM
dpc-5762	405	4	,	,	PUNCT
dpc-5762	405	5	2025	2025	NUM
dpc-5762	405	6	.	.	PUNCT
dpc-5762	406	1	available	available	ADJ
dpc-5762	406	2	from	from	ADP
dpc-5762	406	3	:	:	PUNCT
dpc-5762	406	4	https://www.aad.org/public	https://www.aad.org/public	PROPN
dpc-5762	406	5	/diseases	/diseases	PUNCT
dpc-5762	406	6	/	/	SYM
dpc-5762	406	7	psoriasis	psoriasis	NOUN
dpc-5762	406	8	/	/	SYM
dpc-5762	406	9	treatment	treatment	NOUN
dpc-5762	406	10	/	/	SYM
dpc-5762	406	11	could	could	AUX
dpc-5762	406	12	-	-	PUNCT
dpc-5762	406	13	have	have	AUX
dpc-5762	406	14	/	/	SYM
dpc-5762	406	15	skin	skin	NOUN
dpc-5762	406	16	-	-	PUNCT
dpc-5762	406	17	color	color	NOUN
dpc-5762	406	18	21	21	NUM
dpc-5762	406	19	.	.	PUNCT
dpc-5762	407	1	johnson	johnson	PROPN
dpc-5762	407	2	j	j	PROPN
dpc-5762	407	3	,	,	PUNCT
dpc-5762	407	4	johnson	johnson	PROPN
dpc-5762	407	5	ar	ar	PROPN
dpc-5762	407	6	jr	jr	PROPN
dpc-5762	407	7	,	,	PUNCT
dpc-5762	407	8	andersen	andersen	PROPN
dpc-5762	407	9	ca	ca	PROPN
dpc-5762	407	10	,	,	PUNCT
dpc-5762	407	11	kelso	kelso	PROPN
dpc-5762	407	12	mr	mr	PROPN
dpc-5762	407	13	,	,	PUNCT
dpc-5762	407	14	oropallo	oropallo	PROPN
dpc-5762	407	15	ar	ar	PROPN
dpc-5762	407	16	,	,	PUNCT
dpc-5762	407	17	serena	serena	PROPN
dpc-5762	407	18	te	te	PROPN
dpc-5762	407	19	.	.	PUNCT
dpc-5762	407	20	skin	skin	NOUN
dpc-5762	407	21	pigmentation	pigmentation	NOUN
dpc-5762	407	22	impacts	impact	VERB
dpc-5762	407	23	the	the	DET
dpc-5762	407	24	clinical	clinical	ADJ
dpc-5762	407	25	diagnosis	diagnosis	NOUN
dpc-5762	407	26	of	of	ADP
dpc-5762	407	27	wound	wound	ADJ
dpc-5762	407	28	infection	infection	NOUN
dpc-5762	407	29	:	:	PUNCT
dpc-5762	407	30	imaging	imaging	NOUN
dpc-5762	407	31	of	of	ADP
dpc-5762	407	32	bacterial	bacterial	ADJ
dpc-5762	407	33	burden	burden	NOUN
dpc-5762	407	34	to	to	PART
dpc-5762	407	35	overcome	overcome	VERB
dpc-5762	407	36	diagnostic	diagnostic	ADJ
dpc-5762	407	37	limitations	limitation	NOUN
dpc-5762	407	38	.	.	PUNCT
dpc-5762	408	1	j	j	PROPN
dpc-5762	408	2	racial	racial	ADJ
dpc-5762	408	3	ethn	ethn	NOUN
dpc-5762	408	4	health	health	NOUN
dpc-5762	408	5	disparities	disparity	NOUN
dpc-5762	408	6	.	.	PUNCT
dpc-5762	409	1	2024;11(2):1045	2024;11(2):1045	NUM
dpc-5762	409	2	-	-	SYM
dpc-5762	409	3	1055	1055	NUM
dpc-5762	409	4	.	.	PUNCT
dpc-5762	410	1	doi	doi	NOUN
dpc-5762	410	2	:	:	PUNCT
dpc-5762	410	3	10.1007	10.1007	NUM
dpc-5762	410	4	/	/	SYM
dpc-5762	410	5	s40615	s40615	NOUN
dpc-5762	410	6	-	-	PUNCT
dpc-5762	410	7	023	023	NUM
dpc-5762	410	8	-	-	PUNCT
dpc-5762	410	9	01584	01584	NUM
dpc-5762	410	10	-	-	SYM
dpc-5762	410	11	8	8	NUM
dpc-5762	410	12	.	.	PUNCT
dpc-5762	411	1	pmid	pmid	NOUN
dpc-5762	411	2	:	:	PUNCT
dpc-5762	411	3	37039975	37039975	NUM
dpc-5762	411	4	.	.	PUNCT
dpc-5762	412	1	pmcid	pmcid	NOUN
dpc-5762	412	2	:	:	PUNCT
dpc-5762	412	3	pmc10933203	pmc10933203	ADJ
dpc-5762	412	4	.	.	PUNCT
dpc-5762	413	1	22	22	NUM
dpc-5762	413	2	.	.	PUNCT
dpc-5762	414	1	bronte	bronte	PROPN
dpc-5762	414	2	j	j	PROPN
dpc-5762	414	3	,	,	PUNCT
dpc-5762	414	4	zhou	zhou	PROPN
dpc-5762	414	5	c	c	PROPN
dpc-5762	414	6	,	,	PUNCT
dpc-5762	414	7	vempati	vempati	PROPN
dpc-5762	414	8	a	a	X
dpc-5762	414	9	,	,	PUNCT
dpc-5762	414	10	tam	tam	PROPN
dpc-5762	414	11	c	c	X
dpc-5762	414	12	,	,	PUNCT
dpc-5762	414	13	khong	khong	PROPN
dpc-5762	414	14	j	j	PROPN
dpc-5762	414	15	,	,	PUNCT
dpc-5762	414	16	hazany	hazany	NOUN
dpc-5762	414	17	s	s	SYM
dpc-5762	414	18	,	,	PUNCT
dpc-5762	414	19	hazany	hazany	NOUN
dpc-5762	414	20	s.	s.	PROPN
dpc-5762	414	21	a	a	DET
dpc-5762	414	22	comprehensive	comprehensive	ADJ
dpc-5762	414	23	review	review	NOUN
dpc-5762	414	24	of	of	ADP
dpc-5762	414	25	non	non	ADJ
dpc-5762	414	26	-	-	ADJ
dpc-5762	414	27	surgical	surgical	ADJ
dpc-5762	414	28	treatments	treatment	NOUN
dpc-5762	414	29	for	for	ADP
dpc-5762	414	30	hypertrophic	hypertrophic	ADJ
dpc-5762	414	31	and	and	CCONJ
dpc-5762	414	32	keloid	keloid	ADJ
dpc-5762	414	33	scars	scar	NOUN
dpc-5762	414	34	in	in	ADP
dpc-5762	414	35	skin	skin	NOUN
dpc-5762	414	36	of	of	ADP
dpc-5762	414	37	color	color	NOUN
dpc-5762	414	38	.	.	PUNCT
dpc-5762	415	1	clin	clin	PROPN
dpc-5762	415	2	cosmet	cosmet	PROPN
dpc-5762	415	3	investig	investig	NOUN
dpc-5762	415	4	dermatol	dermatol	NOUN
dpc-5762	415	5	.	.	PUNCT
dpc-5762	416	1	2024;17:1459	2024;17:1459	NUM
dpc-5762	416	2	-	-	SYM
dpc-5762	416	3	1469	1469	NUM
dpc-5762	416	4	.	.	PUNCT
dpc-5762	417	1	doi	doi	NOUN
dpc-5762	417	2	:	:	PUNCT
dpc-5762	417	3	10.2147	10.2147	NUM
dpc-5762	417	4	/	/	SYM
dpc-5762	417	5	ccid	ccid	NOUN
dpc-5762	417	6	.	.	PUNCT
dpc-5762	418	1	s470997	s470997	NOUN
dpc-5762	418	2	.	.	PUNCT
dpc-5762	419	1	pmid	pmid	NOUN
dpc-5762	419	2	:	:	PUNCT
dpc-5762	419	3	38911337	38911337	NUM
dpc-5762	419	4	.	.	PUNCT
dpc-5762	420	1	pmcid	pmcid	ADJ
dpc-5762	420	2	:	:	PUNCT
dpc-5762	420	3	pmc11193462	pmc11193462	NOUN
dpc-5762	420	4	.	.	PUNCT
dpc-5762	421	1	23	23	NUM
dpc-5762	421	2	.	.	PUNCT
dpc-5762	422	1	haghsay	haghsay	VERB
dpc-5762	422	2	khashechi	khashechi	PROPN
dpc-5762	422	3	e	e	PROPN
dpc-5762	422	4	,	,	PUNCT
dpc-5762	422	5	afaghmehr	afaghmehr	NOUN
dpc-5762	422	6	a	a	NOUN
dpc-5762	422	7	,	,	PUNCT
dpc-5762	422	8	heidarizade	heidarizade	NOUN
dpc-5762	422	9	n	n	CCONJ
dpc-5762	422	10	,	,	PUNCT
dpc-5762	422	11	barfar	barfar	ADV
dpc-5762	422	12	a	a	DET
dpc-5762	422	13	,	,	PUNCT
dpc-5762	422	14	shokri	shokri	PROPN
dpc-5762	422	15	j.	j.	PROPN
dpc-5762	422	16	laser	laser	PROPN
dpc-5762	422	17	-	-	PUNCT
dpc-5762	422	18	mediated	mediate	VERB
dpc-5762	422	19	solutions	solution	NOUN
dpc-5762	422	20	:	:	PUNCT
dpc-5762	422	21	breaking	break	VERB
dpc-5762	422	22	barriers	barrier	NOUN
dpc-5762	422	23	in	in	ADP