id	sid	tid	token	lemma	pos
dpc-7043	1	1	dermatology	dermatology	NOUN
dpc-7043	1	2	:	:	PUNCT
dpc-7043	1	3	practical	practical	ADJ
dpc-7043	1	4	and	and	CCONJ
dpc-7043	1	5	conceptual	conceptual	ADJ
dpc-7043	1	6	1	1	NUM
dpc-7043	1	7	editorial	editorial	NOUN
dpc-7043	1	8	|	|	INTJ
dpc-7043	1	9	dermatol	dermatol	ADJ
dpc-7043	1	10	pract	pract	NOUN
dpc-7043	1	11	concept	concept	NOUN
dpc-7043	1	12	.	.	PUNCT
dpc-7043	2	1	2025;15(4):7043	2025;15(4):7043	NUM
dpc-7043	2	2	special	special	ADJ
dpc-7043	2	3	issue	issue	NOUN
dpc-7043	2	4	on	on	ADP
dpc-7043	2	5	artificial	artificial	ADJ
dpc-7043	2	6	intelligence	intelligence	NOUN
dpc-7043	2	7	in	in	ADP
dpc-7043	2	8	dermatology	dermatology	NOUN
dpc-7043	2	9	:	:	PUNCT
dpc-7043	2	10	a	a	DET
dpc-7043	2	11	call	call	NOUN
dpc-7043	2	12	for	for	ADP
dpc-7043	2	13	collaborative	collaborative	ADJ
dpc-7043	2	14	innovation	innovation	NOUN
dpc-7043	2	15	harald	harald	PROPN
dpc-7043	2	16	kittler1,2	kittler1,2	PROPN
dpc-7043	2	17	,	,	PUNCT
dpc-7043	2	18	philipp	philipp	PROPN
dpc-7043	2	19	tschandl1,2	tschandl1,2	PROPN
dpc-7043	2	20	,	,	PUNCT
dpc-7043	2	21	catarina	catarina	PROPN
dpc-7043	2	22	barata3	barata3	PROPN
dpc-7043	2	23	,	,	PUNCT
dpc-7043	2	24	zongyuan	zongyuan	NOUN
dpc-7043	2	25	ge4,5	ge4,5	NOUN
dpc-7043	2	26	,	,	PUNCT
dpc-7043	2	27	allan	allan	PROPN
dpc-7043	2	28	halpern6	halpern6	PROPN
dpc-7043	2	29	,	,	PUNCT
dpc-7043	2	30	josep	josep	PROPN
dpc-7043	2	31	malvehy7,8	malvehy7,8	PROPN
dpc-7043	2	32	,	,	PUNCT
dpc-7043	2	33	giuseppe	giuseppe	PROPN
dpc-7043	2	34	argenziano9	argenziano9	PROPN
dpc-7043	2	35	1	1	NUM
dpc-7043	2	36	department	department	NOUN
dpc-7043	2	37	of	of	ADP
dpc-7043	2	38	dermatology	dermatology	NOUN
dpc-7043	2	39	,	,	PUNCT
dpc-7043	2	40	medical	medical	ADJ
dpc-7043	2	41	university	university	PROPN
dpc-7043	2	42	of	of	ADP
dpc-7043	2	43	vienna	vienna	PROPN
dpc-7043	2	44	,	,	PUNCT
dpc-7043	2	45	austria	austria	PROPN
dpc-7043	2	46	2	2	NUM
dpc-7043	2	47	comprehensive	comprehensive	ADJ
dpc-7043	2	48	center	center	NOUN
dpc-7043	2	49	for	for	ADP
dpc-7043	2	50	ai	ai	NOUN
dpc-7043	2	51	in	in	ADP
dpc-7043	2	52	medicine	medicine	NOUN
dpc-7043	2	53	,	,	PUNCT
dpc-7043	2	54	medical	medical	ADJ
dpc-7043	2	55	university	university	PROPN
dpc-7043	2	56	of	of	ADP
dpc-7043	2	57	vienna	vienna	PROPN
dpc-7043	2	58	,	,	PUNCT
dpc-7043	2	59	austria	austria	PROPN
dpc-7043	2	60	3	3	NUM
dpc-7043	2	61	institute	institute	PROPN
dpc-7043	2	62	for	for	ADP
dpc-7043	2	63	systems	system	NOUN
dpc-7043	2	64	and	and	CCONJ
dpc-7043	2	65	robotics	robotic	NOUN
dpc-7043	2	66	,	,	PUNCT
dpc-7043	2	67	instituto	instituto	PROPN
dpc-7043	2	68	superior	superior	PROPN
dpc-7043	2	69	técnico	técnico	PROPN
dpc-7043	2	70	,	,	PUNCT
dpc-7043	2	71	lisboa	lisboa	PROPN
dpc-7043	2	72	,	,	PUNCT
dpc-7043	2	73	portugal	portugal	PROPN
dpc-7043	2	74	4	4	NUM
dpc-7043	2	75	aim	aim	VERB
dpc-7043	2	76	for	for	ADP
dpc-7043	2	77	health	health	NOUN
dpc-7043	2	78	lab	lab	NOUN
dpc-7043	2	79	,	,	PUNCT
dpc-7043	2	80	faculty	faculty	NOUN
dpc-7043	2	81	of	of	ADP
dpc-7043	2	82	information	information	NOUN
dpc-7043	2	83	technology	technology	NOUN
dpc-7043	2	84	,	,	PUNCT
dpc-7043	2	85	monash	monash	PROPN
dpc-7043	2	86	university	university	PROPN
dpc-7043	2	87	,	,	PUNCT
dpc-7043	2	88	melbourne	melbourne	PROPN
dpc-7043	2	89	,	,	PUNCT
dpc-7043	2	90	australia	australia	PROPN
dpc-7043	2	91	5	5	NUM
dpc-7043	2	92	faculty	faculty	NOUN
dpc-7043	2	93	of	of	ADP
dpc-7043	2	94	engineering	engineering	PROPN
dpc-7043	2	95	,	,	PUNCT
dpc-7043	2	96	monash	monash	PROPN
dpc-7043	2	97	university	university	PROPN
dpc-7043	2	98	,	,	PUNCT
dpc-7043	2	99	melbourne	melbourne	PROPN
dpc-7043	2	100	,	,	PUNCT
dpc-7043	2	101	australia	australia	PROPN
dpc-7043	2	102	6	6	NUM
dpc-7043	2	103	dermatology	dermatology	NOUN
dpc-7043	2	104	service	service	NOUN
dpc-7043	2	105	,	,	PUNCT
dpc-7043	2	106	memorial	memorial	ADJ
dpc-7043	2	107	sloan	sloan	PROPN
dpc-7043	2	108	kettering	kettering	PROPN
dpc-7043	2	109	cancer	cancer	PROPN
dpc-7043	2	110	center	center	PROPN
dpc-7043	2	111	,	,	PUNCT
dpc-7043	2	112	new	new	PROPN
dpc-7043	2	113	york	york	PROPN
dpc-7043	2	114	,	,	PUNCT
dpc-7043	2	115	usa	usa	PROPN
dpc-7043	2	116	7	7	NUM
dpc-7043	2	117	melanoma	melanoma	PROPN
dpc-7043	2	118	unit	unit	NOUN
dpc-7043	2	119	,	,	PUNCT
dpc-7043	2	120	dermatology	dermatology	NOUN
dpc-7043	2	121	department	department	NOUN
dpc-7043	2	122	,	,	PUNCT
dpc-7043	2	123	hospital	hospital	NOUN
dpc-7043	2	124	clínic	clínic	PROPN
dpc-7043	2	125	barcelona	barcelona	PROPN
dpc-7043	2	126	,	,	PUNCT
dpc-7043	2	127	universitat	universitat	PROPN
dpc-7043	2	128	de	de	PROPN
dpc-7043	2	129	barcelona	barcelona	PROPN
dpc-7043	2	130	,	,	PUNCT
dpc-7043	2	131	idibaps	idibap	NOUN
dpc-7043	2	132	,	,	PUNCT
dpc-7043	2	133	barcelona	barcelona	PROPN
dpc-7043	2	134	,	,	PUNCT
dpc-7043	2	135	spain	spain	PROPN
dpc-7043	2	136	8	8	NUM
dpc-7043	2	137	centro	centro	X
dpc-7043	2	138	de	de	PROPN
dpc-7043	2	139	investigación	investigación	PROPN
dpc-7043	2	140	biomédica	biomédica	PROPN
dpc-7043	2	141	en	en	PROPN
dpc-7043	2	142	red	red	PROPN
dpc-7043	2	143	de	de	PROPN
dpc-7043	2	144	enfermedades	enfermedades	PROPN
dpc-7043	2	145	raras	raras	NOUN
dpc-7043	2	146	(	(	PUNCT
dpc-7043	2	147	ciber	ciber	PROPN
dpc-7043	2	148	er	er	INTJ
dpc-7043	2	149	)	)	PUNCT
dpc-7043	2	150	,	,	PUNCT
dpc-7043	2	151	instituto	instituto	PROPN
dpc-7043	2	152	de	de	PROPN
dpc-7043	2	153	salud	salud	PROPN
dpc-7043	2	154	carlos	carlos	PROPN
dpc-7043	2	155	iii	iii	PROPN
dpc-7043	2	156	,	,	PUNCT
dpc-7043	2	157	barcelona	barcelona	PROPN
dpc-7043	2	158	,	,	PUNCT
dpc-7043	2	159	spain	spain	PROPN
dpc-7043	2	160	9	9	NUM
dpc-7043	2	161	dermatology	dermatology	NOUN
dpc-7043	2	162	unit	unit	NOUN
dpc-7043	2	163	,	,	PUNCT
dpc-7043	2	164	university	university	PROPN
dpc-7043	2	165	of	of	ADP
dpc-7043	2	166	campania	campania	PROPN
dpc-7043	2	167	,	,	PUNCT
dpc-7043	2	168	naples	naples	PROPN
dpc-7043	2	169	,	,	PUNCT
dpc-7043	2	170	italy	italy	PROPN
dpc-7043	2	171	citation	citation	NOUN
dpc-7043	2	172	:	:	PUNCT
dpc-7043	2	173	kittler	kittler	NOUN
dpc-7043	2	174	h	h	NOUN
dpc-7043	2	175	,	,	PUNCT
dpc-7043	2	176	tschandl	tschandl	NOUN
dpc-7043	2	177	p	p	NOUN
dpc-7043	2	178	,	,	PUNCT
dpc-7043	2	179	barata	barata	PROPN
dpc-7043	2	180	c	c	PROPN
dpc-7043	2	181	,	,	PUNCT
dpc-7043	2	182	ge	ge	PROPN
dpc-7043	2	183	z	z	PROPN
dpc-7043	2	184	,	,	PUNCT
dpc-7043	2	185	malvehy	malvehy	PROPN
dpc-7043	2	186	j	j	PROPN
dpc-7043	2	187	,	,	PUNCT
dpc-7043	2	188	argenziano	argenziano	ADJ
dpc-7043	2	189	g.	g.	PROPN
dpc-7043	2	190	special	special	ADJ
dpc-7043	2	191	issue	issue	NOUN
dpc-7043	2	192	on	on	ADP
dpc-7043	2	193	artificial	artificial	ADJ
dpc-7043	2	194	intelligence	intelligence	NOUN
dpc-7043	2	195	in	in	ADP
dpc-7043	2	196	dermatology	dermatology	NOUN
dpc-7043	2	197	:	:	PUNCT
dpc-7043	2	198	a	a	DET
dpc-7043	2	199	call	call	NOUN
dpc-7043	2	200	for	for	ADP
dpc-7043	2	201	collaborative	collaborative	ADJ
dpc-7043	2	202	innovation	innovation	NOUN
dpc-7043	2	203	.	.	PUNCT
dpc-7043	3	1	dermatol	dermatol	NOUN
dpc-7043	3	2	pract	pract	PROPN
dpc-7043	3	3	concept	concept	NOUN
dpc-7043	3	4	.	.	PUNCT
dpc-7043	4	1	2025;15(4):7043	2025;15(4):7043	NUM
dpc-7043	4	2	.	.	PUNCT
dpc-7043	5	1	doi	doi	NOUN
dpc-7043	5	2	:	:	PUNCT
dpc-7043	5	3	https://doi.org/10.5826/dpc.1504a7043	https://doi.org/10.5826/dpc.1504a7043	NOUN
dpc-7043	5	4	accepted	accept	VERB
dpc-7043	5	5	:	:	PUNCT
dpc-7043	5	6	october	october	PROPN
dpc-7043	5	7	21	21	NUM
dpc-7043	5	8	,	,	PUNCT
dpc-7043	5	9	2025	2025	NUM
dpc-7043	5	10	;	;	PUNCT
dpc-7043	5	11	published	publish	VERB
dpc-7043	5	12	:	:	PUNCT
dpc-7043	6	1	october	october	PROPN
dpc-7043	6	2	2025	2025	NUM
dpc-7043	6	3	copyright	copyright	NOUN
dpc-7043	6	4	:	:	PUNCT
dpc-7043	6	5	©	©	PROPN
dpc-7043	6	6	2025	2025	NUM
dpc-7043	6	7	kittler	kittler	NOUN
dpc-7043	6	8	et	et	PROPN
dpc-7043	6	9	al	al	PROPN
dpc-7043	6	10	.	.	PUNCT
dpc-7043	7	1	this	this	PRON
dpc-7043	7	2	is	be	AUX
dpc-7043	7	3	an	an	DET
dpc-7043	7	4	open	open	ADJ
dpc-7043	7	5	-	-	PUNCT
dpc-7043	7	6	access	access	NOUN
dpc-7043	7	7	article	article	NOUN
dpc-7043	7	8	distributed	distribute	VERB
dpc-7043	7	9	under	under	ADP
dpc-7043	7	10	the	the	DET
dpc-7043	7	11	terms	term	NOUN
dpc-7043	7	12	of	of	ADP
dpc-7043	7	13	the	the	DET
dpc-7043	7	14	creative	creative	ADJ
dpc-7043	7	15	commons	common	NOUN
dpc-7043	7	16	attributionnoncommercial	attributionnoncommercial	ADJ
dpc-7043	7	17	license	license	NOUN
dpc-7043	7	18	(	(	PUNCT
dpc-7043	7	19	by	by	ADP
dpc-7043	7	20	-	-	PUNCT
dpc-7043	7	21	nc-4.0	nc-4.0	NOUN
dpc-7043	7	22	)	)	PUNCT
dpc-7043	7	23	,	,	PUNCT
dpc-7043	7	24	https://creativecommons.org/licenses/by-nc/4.0/	https://creativecommons.org/licenses/by-nc/4.0/	PROPN
dpc-7043	7	25	,	,	PUNCT
dpc-7043	7	26	which	which	PRON
dpc-7043	7	27	permits	permit	VERB
dpc-7043	7	28	unrestricted	unrestricted	ADJ
dpc-7043	7	29	noncommercial	noncommercial	ADJ
dpc-7043	7	30	use	use	NOUN
dpc-7043	7	31	,	,	PUNCT
dpc-7043	7	32	distribution	distribution	NOUN
dpc-7043	7	33	,	,	PUNCT
dpc-7043	7	34	and	and	CCONJ
dpc-7043	7	35	reproduction	reproduction	NOUN
dpc-7043	7	36	in	in	ADP
dpc-7043	7	37	any	any	DET
dpc-7043	7	38	medium	medium	NOUN
dpc-7043	7	39	,	,	PUNCT
dpc-7043	7	40	provided	provide	VERB
dpc-7043	7	41	the	the	DET
dpc-7043	7	42	original	original	ADJ
dpc-7043	7	43	authors	author	NOUN
dpc-7043	7	44	and	and	CCONJ
dpc-7043	7	45	source	source	NOUN
dpc-7043	7	46	are	be	AUX
dpc-7043	7	47	credited	credit	VERB
dpc-7043	7	48	.	.	PUNCT
dpc-7043	8	1	funding	funding	NOUN
dpc-7043	8	2	:	:	PUNCT
dpc-7043	8	3	none	none	NOUN
dpc-7043	8	4	.	.	PUNCT
dpc-7043	9	1	competing	compete	VERB
dpc-7043	9	2	interests	interest	NOUN
dpc-7043	9	3	:	:	PUNCT
dpc-7043	9	4	none	none	NOUN
dpc-7043	9	5	.	.	PUNCT
dpc-7043	10	1	authorship	authorship	NOUN
dpc-7043	10	2	:	:	PUNCT
dpc-7043	10	3	all	all	DET
dpc-7043	10	4	authors	author	NOUN
dpc-7043	10	5	have	have	AUX
dpc-7043	10	6	contributed	contribute	VERB
dpc-7043	10	7	significantly	significantly	ADV
dpc-7043	10	8	to	to	ADP
dpc-7043	10	9	this	this	DET
dpc-7043	10	10	publication	publication	NOUN
dpc-7043	10	11	.	.	PUNCT
dpc-7043	11	1	corresponding	correspond	VERB
dpc-7043	11	2	author	author	NOUN
dpc-7043	11	3	:	:	PUNCT
dpc-7043	11	4	harald	harald	PROPN
dpc-7043	11	5	kittler	kittler	PROPN
dpc-7043	11	6	,	,	PUNCT
dpc-7043	11	7	professor	professor	NOUN
dpc-7043	11	8	,	,	PUNCT
dpc-7043	11	9	department	department	NOUN
dpc-7043	11	10	of	of	ADP
dpc-7043	11	11	dermatology	dermatology	NOUN
dpc-7043	11	12	,	,	PUNCT
dpc-7043	11	13	medical	medical	ADJ
dpc-7043	11	14	university	university	PROPN
dpc-7043	11	15	of	of	ADP
dpc-7043	11	16	vienna	vienna	PROPN
dpc-7043	11	17	,	,	PUNCT
dpc-7043	11	18	währinger	währinger	NOUN
dpc-7043	11	19	gürtel	gürtel	NOUN
dpc-7043	11	20	18	18	NUM
dpc-7043	11	21	-	-	SYM
dpc-7043	11	22	20	20	NUM
dpc-7043	11	23	.	.	PUNCT
dpc-7043	12	1	a-1090	a-1090	DET
dpc-7043	12	2	vienna	vienna	PROPN
dpc-7043	12	3	,	,	PUNCT
dpc-7043	12	4	austria	austria	PROPN
dpc-7043	12	5	.	.	PUNCT
dpc-7043	13	1	orcid	orcid	PROPN
dpc-7043	14	1	i	i	PRON
dpc-7043	14	2	d	d	NOUN
dpc-7043	14	3	:	:	PUNCT
dpc-7043	14	4	0000	0000	NUM
dpc-7043	14	5	-	-	PUNCT
dpc-7043	14	6	0003	0003	NUM
dpc-7043	14	7	-	-	PUNCT
dpc-7043	14	8	0391	0391	NUM
dpc-7043	14	9	-	-	PUNCT
dpc-7043	14	10	7810	7810	NUM
dpc-7043	14	11	.	.	PUNCT
dpc-7043	15	1	e	e	X
dpc-7043	15	2	-	-	NOUN
dpc-7043	15	3	mail	mail	NOUN
dpc-7043	15	4	:	:	PUNCT
dpc-7043	15	5	harald.kittler@meduniwien.ac.at	harald.kittler@meduniwien.ac.at	NUM
dpc-7043	15	6	artificial	artificial	ADJ
dpc-7043	15	7	intelligence	intelligence	NOUN
dpc-7043	15	8	is	be	AUX
dpc-7043	15	9	transforming	transform	VERB
dpc-7043	15	10	medicine	medicine	NOUN
dpc-7043	15	11	,	,	PUNCT
dpc-7043	15	12	and	and	CCONJ
dpc-7043	15	13	dermatology	dermatology	NOUN
dpc-7043	15	14	stands	stand	VERB
dpc-7043	15	15	at	at	ADP
dpc-7043	15	16	the	the	DET
dpc-7043	15	17	forefront	forefront	NOUN
dpc-7043	15	18	of	of	ADP
dpc-7043	15	19	this	this	DET
dpc-7043	15	20	transformation	transformation	NOUN
dpc-7043	15	21	.	.	PUNCT
dpc-7043	16	1	over	over	ADP
dpc-7043	16	2	the	the	DET
dpc-7043	16	3	past	past	ADJ
dpc-7043	16	4	decade	decade	NOUN
dpc-7043	16	5	,	,	PUNCT
dpc-7043	16	6	machine	machine	NOUN
dpc-7043	16	7	learning	learning	NOUN
dpc-7043	16	8	has	have	AUX
dpc-7043	16	9	progressed	progress	VERB
dpc-7043	16	10	from	from	ADP
dpc-7043	16	11	experimental	experimental	ADJ
dpc-7043	16	12	image	image	NOUN
dpc-7043	16	13	classification	classification	NOUN
dpc-7043	16	14	to	to	ADP
dpc-7043	16	15	systems	system	NOUN
dpc-7043	16	16	capable	capable	ADJ
dpc-7043	16	17	of	of	ADP
dpc-7043	16	18	matching	match	VERB
dpc-7043	16	19	or	or	CCONJ
dpc-7043	16	20	even	even	ADV
dpc-7043	16	21	surpassing	surpass	VERB
dpc-7043	16	22	expert	expert	ADJ
dpc-7043	16	23	performance	performance	NOUN
dpc-7043	16	24	in	in	ADP
dpc-7043	16	25	specific	specific	ADJ
dpc-7043	16	26	diagnostic	diagnostic	ADJ
dpc-7043	16	27	tasks	task	NOUN
dpc-7043	16	28	[	[	X
dpc-7043	16	29	1	1	NUM
dpc-7043	16	30	,	,	PUNCT
dpc-7043	16	31	2	2	NUM
dpc-7043	16	32	]	]	PUNCT
dpc-7043	16	33	.	.	PUNCT
dpc-7043	17	1	while	while	SCONJ
dpc-7043	17	2	convolutional	convolutional	ADJ
dpc-7043	17	3	neural	neural	ADJ
dpc-7043	17	4	networks	network	NOUN
dpc-7043	17	5	(	(	PUNCT
dpc-7043	17	6	cnns	cnns	PROPN
dpc-7043	17	7	)	)	PUNCT
dpc-7043	17	8	and	and	CCONJ
dpc-7043	17	9	image	image	NOUN
dpc-7043	17	10	-	-	PUNCT
dpc-7043	17	11	based	base	VERB
dpc-7043	17	12	skin	skin	NOUN
dpc-7043	17	13	cancer	cancer	NOUN
dpc-7043	17	14	diagnosis	diagnosis	NOUN
dpc-7043	17	15	dominated	dominate	VERB
dpc-7043	17	16	the	the	DET
dpc-7043	17	17	early	early	ADJ
dpc-7043	17	18	stages	stage	NOUN
dpc-7043	17	19	of	of	ADP
dpc-7043	17	20	this	this	DET
dpc-7043	17	21	development	development	NOUN
dpc-7043	17	22	[	[	X
dpc-7043	17	23	3	3	NUM
dpc-7043	17	24	]	]	PUNCT
dpc-7043	17	25	,	,	PUNCT
dpc-7043	17	26	recent	recent	ADJ
dpc-7043	17	27	advances	advance	NOUN
dpc-7043	17	28	point	point	NOUN
dpc-7043	17	29	toward	toward	ADP
dpc-7043	17	30	more	more	ADV
dpc-7043	17	31	general	general	ADJ
dpc-7043	17	32	and	and	CCONJ
dpc-7043	17	33	versatile	versatile	ADJ
dpc-7043	17	34	foundational	foundational	ADJ
dpc-7043	17	35	models	model	NOUN
dpc-7043	17	36	that	that	PRON
dpc-7043	17	37	can	can	AUX
dpc-7043	17	38	address	address	VERB
dpc-7043	17	39	a	a	DET
dpc-7043	17	40	wide	wide	ADJ
dpc-7043	17	41	variety	variety	NOUN
dpc-7043	17	42	of	of	ADP
dpc-7043	17	43	downstream	downstream	ADJ
dpc-7043	17	44	tasks	task	NOUN
dpc-7043	17	45	beyond	beyond	ADP
dpc-7043	17	46	diagnosis	diagnosis	NOUN
dpc-7043	17	47	[	[	X
dpc-7043	17	48	4	4	NUM
dpc-7043	17	49	,	,	PUNCT
dpc-7043	17	50	5	5	NUM
dpc-7043	17	51	]	]	PUNCT
dpc-7043	17	52	.	.	PUNCT
dpc-7043	18	1	yet	yet	CCONJ
dpc-7043	18	2	the	the	DET
dpc-7043	18	3	excitement	excitement	NOUN
dpc-7043	18	4	surrounding	surround	VERB
dpc-7043	18	5	these	these	DET
dpc-7043	18	6	breakthroughs	breakthrough	NOUN
dpc-7043	18	7	is	be	AUX
dpc-7043	18	8	accompanied	accompany	VERB
dpc-7043	18	9	by	by	ADP
dpc-7043	18	10	equally	equally	ADV
dpc-7043	18	11	significant	significant	ADJ
dpc-7043	18	12	challenges	challenge	NOUN
dpc-7043	18	13	.	.	PUNCT
dpc-7043	19	1	the	the	DET
dpc-7043	19	2	real	real	ADJ
dpc-7043	19	3	test	test	NOUN
dpc-7043	19	4	for	for	ADP
dpc-7043	19	5	ai	ai	NOUN
dpc-7043	19	6	in	in	ADP
dpc-7043	19	7	dermatology	dermatology	NOUN
dpc-7043	19	8	is	be	AUX
dpc-7043	19	9	not	not	PART
dpc-7043	19	10	performance	performance	NOUN
dpc-7043	19	11	in	in	ADP
dpc-7043	19	12	a	a	DET
dpc-7043	19	13	carefully	carefully	ADV
dpc-7043	19	14	curated	curate	VERB
dpc-7043	19	15	sandbox	sandbox	NOUN
dpc-7043	19	16	like	like	ADP
dpc-7043	19	17	setting	setting	NOUN
dpc-7043	19	18	,	,	PUNCT
dpc-7043	19	19	but	but	CCONJ
dpc-7043	19	20	its	its	PRON
dpc-7043	19	21	meaningful	meaningful	ADJ
dpc-7043	19	22	integration	integration	NOUN
dpc-7043	19	23	into	into	ADP
dpc-7043	19	24	the	the	DET
dpc-7043	19	25	complexities	complexity	NOUN
dpc-7043	19	26	of	of	ADP
dpc-7043	19	27	real	real	ADJ
dpc-7043	19	28	-	-	PUNCT
dpc-7043	19	29	world	world	NOUN
dpc-7043	19	30	care	care	NOUN
dpc-7043	19	31	[	[	X
dpc-7043	19	32	6	6	NUM
dpc-7043	19	33	,	,	PUNCT
dpc-7043	19	34	7	7	NUM
dpc-7043	19	35	]	]	PUNCT
dpc-7043	19	36	.	.	PUNCT
dpc-7043	20	1	it	it	PRON
dpc-7043	20	2	is	be	AUX
dpc-7043	20	3	precisely	precisely	ADV
dpc-7043	20	4	at	at	ADP
dpc-7043	20	5	this	this	DET
dpc-7043	20	6	pivotal	pivotal	ADJ
dpc-7043	20	7	moment	moment	NOUN
dpc-7043	20	8	that	that	SCONJ
dpc-7043	20	9	dermatology	dermatology	NOUN
dpc-7043	20	10	:	:	PUNCT
dpc-7043	20	11	practical	practical	ADJ
dpc-7043	20	12	and	and	CCONJ
dpc-7043	20	13	conceptual	conceptual	ADJ
dpc-7043	20	14	is	be	AUX
dpc-7043	20	15	launching	launch	VERB
dpc-7043	20	16	a	a	DET
dpc-7043	20	17	special	special	ADJ
dpc-7043	20	18	issue	issue	NOUN
dpc-7043	20	19	on	on	ADP
dpc-7043	20	20	artificial	artificial	ADJ
dpc-7043	20	21	intelligence	intelligence	NOUN
dpc-7043	20	22	in	in	ADP
dpc-7043	20	23	dermatology	dermatology	NOUN
dpc-7043	20	24	.	.	PUNCT
dpc-7043	21	1	the	the	DET
dpc-7043	21	2	issue	issue	NOUN
dpc-7043	21	3	will	will	AUX
dpc-7043	21	4	be	be	AUX
dpc-7043	21	5	accompanied	accompany	VERB
dpc-7043	21	6	by	by	ADP
dpc-7043	21	7	an	an	DET
dpc-7043	21	8	inaugural	inaugural	ADJ
dpc-7043	21	9	summit	summit	NOUN
dpc-7043	21	10	on	on	ADP
dpc-7043	21	11	ai	ai	NOUN
dpc-7043	21	12	in	in	ADP
dpc-7043	21	13	dermatology	dermatology	NOUN
dpc-7043	21	14	to	to	PART
dpc-7043	21	15	be	be	AUX
dpc-7043	21	16	held	hold	VERB
dpc-7043	21	17	on	on	ADP
dpc-7043	21	18	29	29	NUM
dpc-7043	21	19	september	september	PROPN
dpc-7043	21	20	2026	2026	NUM
dpc-7043	21	21	in	in	ADP
dpc-7043	21	22	vienna	vienna	PROPN
dpc-7043	21	23	,	,	PUNCT
dpc-7043	21	24	austria	austria	PROPN
dpc-7043	21	25	.	.	PUNCT
dpc-7043	22	1	with	with	ADP
dpc-7043	22	2	this	this	DET
dpc-7043	22	3	combined	combine	VERB
dpc-7043	22	4	initiative	initiative	NOUN
dpc-7043	22	5	we	we	PRON
dpc-7043	22	6	aim	aim	VERB
dpc-7043	22	7	to	to	PART
dpc-7043	22	8	create	create	VERB
dpc-7043	22	9	a	a	DET
dpc-7043	22	10	forum	forum	NOUN
dpc-7043	22	11	for	for	ADP
dpc-7043	22	12	rigorous	rigorous	ADJ
dpc-7043	22	13	,	,	PUNCT
dpc-7043	22	14	interdisciplinary	interdisciplinary	ADJ
dpc-7043	22	15	scholarship	scholarship	NOUN
dpc-7043	22	16	and	and	CCONJ
dpc-7043	22	17	to	to	PART
dpc-7043	22	18	invite	invite	VERB
dpc-7043	22	19	clinicians	clinician	NOUN
dpc-7043	22	20	,	,	PUNCT
dpc-7043	22	21	engineers	engineer	NOUN
dpc-7043	22	22	,	,	PUNCT
dpc-7043	22	23	policy	policy	NOUN
dpc-7043	22	24	makers	maker	NOUN
dpc-7043	22	25	,	,	PUNCT
dpc-7043	22	26	and	and	CCONJ
dpc-7043	22	27	patient	patient	ADJ
dpc-7043	22	28	advocates	advocate	NOUN
dpc-7043	22	29	to	to	PART
dpc-7043	22	30	shape	shape	VERB
dpc-7043	22	31	the	the	DET
dpc-7043	22	32	future	future	NOUN
dpc-7043	22	33	of	of	ADP
dpc-7043	22	34	ai	ai	NOUN
dpc-7043	22	35	in	in	ADP
dpc-7043	22	36	dermatology	dermatology	NOUN
dpc-7043	22	37	together	together	ADV
dpc-7043	22	38	.	.	PUNCT
dpc-7043	23	1	the	the	DET
dpc-7043	23	2	need	need	NOUN
dpc-7043	23	3	for	for	ADP
dpc-7043	23	4	such	such	DET
dpc-7043	23	5	a	a	DET
dpc-7043	23	6	forum	forum	NOUN
dpc-7043	23	7	has	have	AUX
dpc-7043	23	8	never	never	ADV
dpc-7043	23	9	been	be	AUX
dpc-7043	23	10	greater	great	ADJ
dpc-7043	23	11	.	.	PUNCT
dpc-7043	24	1	ai	ai	NOUN
dpc-7043	24	2	models	model	NOUN
dpc-7043	24	3	are	be	AUX
dpc-7043	24	4	now	now	ADV
dpc-7043	24	5	entering	enter	VERB
dpc-7043	24	6	clinics	clinic	NOUN
dpc-7043	24	7	,	,	PUNCT
dpc-7043	24	8	regulatory	regulatory	ADJ
dpc-7043	24	9	bodies	body	NOUN
dpc-7043	24	10	are	be	AUX
dpc-7043	24	11	beginning	begin	VERB
dpc-7043	24	12	to	to	PART
dpc-7043	24	13	grant	grant	VERB
dpc-7043	24	14	approvals	approval	NOUN
dpc-7043	24	15	,	,	PUNCT
dpc-7043	24	16	and	and	CCONJ
dpc-7043	24	17	health	health	NOUN
dpc-7043	24	18	systems	system	NOUN
dpc-7043	24	19	are	be	AUX
dpc-7043	24	20	experimenting	experiment	VERB
dpc-7043	24	21	with	with	ADP
dpc-7043	24	22	deployment	deployment	NOUN
dpc-7043	24	23	.	.	PUNCT
dpc-7043	25	1	yet	yet	CCONJ
dpc-7043	25	2	clinical	clinical	ADJ
dpc-7043	25	3	evidence	evidence	NOUN
dpc-7043	25	4	still	still	ADV
dpc-7043	25	5	lags	lag	VERB
dpc-7043	25	6	behind	behind	ADP
dpc-7043	25	7	technical	technical	ADJ
dpc-7043	25	8	promise	promise	NOUN
dpc-7043	25	9	.	.	PUNCT
dpc-7043	26	1	most	most	ADJ
dpc-7043	26	2	models	model	NOUN
dpc-7043	26	3	have	have	AUX
dpc-7043	26	4	been	be	AUX
dpc-7043	26	5	validated	validate	VERB
dpc-7043	26	6	retrospectively	retrospectively	ADV
dpc-7043	26	7	,	,	PUNCT
dpc-7043	26	8	on	on	ADP
dpc-7043	26	9	narrowly	narrowly	ADV
dpc-7043	26	10	defined	define	VERB
dpc-7043	26	11	image	image	NOUN
dpc-7043	26	12	sets	set	NOUN
dpc-7043	26	13	,	,	PUNCT
dpc-7043	26	14	and	and	CCONJ
dpc-7043	26	15	outside	outside	ADV
dpc-7043	26	16	2	2	NUM
dpc-7043	26	17	editorial	editorial	NOUN
dpc-7043	26	18	|	|	INTJ
dpc-7043	26	19	dermatol	dermatol	ADJ
dpc-7043	26	20	pract	pract	NOUN
dpc-7043	26	21	concept	concept	NOUN
dpc-7043	26	22	.	.	PUNCT
dpc-7043	27	1	2025;15(4):7043	2025;15(4):7043	NUM
dpc-7043	27	2	the	the	DET
dpc-7043	27	3	varied	varied	ADJ
dpc-7043	27	4	conditions	condition	NOUN
dpc-7043	27	5	of	of	ADP
dpc-7043	27	6	daily	daily	ADJ
dpc-7043	27	7	practice	practice	NOUN
dpc-7043	27	8	.	.	PUNCT
dpc-7043	28	1	there	there	PRON
dpc-7043	28	2	is	be	VERB
dpc-7043	28	3	an	an	DET
dpc-7043	28	4	urgent	urgent	ADJ
dpc-7043	28	5	need	need	NOUN
dpc-7043	28	6	for	for	ADP
dpc-7043	28	7	prospective	prospective	ADJ
dpc-7043	28	8	clinical	clinical	ADJ
dpc-7043	28	9	trials	trial	NOUN
dpc-7043	28	10	,	,	PUNCT
dpc-7043	28	11	robust	robust	ADJ
dpc-7043	28	12	external	external	ADJ
dpc-7043	28	13	validations	validation	NOUN
dpc-7043	28	14	,	,	PUNCT
dpc-7043	28	15	and	and	CCONJ
dpc-7043	28	16	health	health	NOUN
dpc-7043	28	17	economic	economic	ADJ
dpc-7043	28	18	analyses	analysis	NOUN
dpc-7043	28	19	to	to	PART
dpc-7043	28	20	determine	determine	VERB
dpc-7043	28	21	whether	whether	SCONJ
dpc-7043	28	22	ai	ai	VERB
dpc-7043	28	23	systems	system	NOUN
dpc-7043	28	24	genuinely	genuinely	ADV
dpc-7043	28	25	improve	improve	VERB
dpc-7043	28	26	patient	patient	ADJ
dpc-7043	28	27	outcomes	outcome	NOUN
dpc-7043	28	28	and	and	CCONJ
dpc-7043	28	29	workflow	workflow	NOUN
dpc-7043	28	30	efficiency	efficiency	NOUN
dpc-7043	28	31	.	.	PUNCT
dpc-7043	29	1	equally	equally	ADV
dpc-7043	29	2	important	important	ADJ
dpc-7043	29	3	is	be	AUX
dpc-7043	29	4	the	the	DET
dpc-7043	29	5	recognition	recognition	NOUN
dpc-7043	29	6	that	that	PRON
dpc-7043	29	7	ai	ai	VERB
dpc-7043	29	8	is	be	AUX
dpc-7043	29	9	not	not	PART
dpc-7043	29	10	merely	merely	ADV
dpc-7043	29	11	a	a	DET
dpc-7043	29	12	technological	technological	ADJ
dpc-7043	29	13	add	add	NOUN
dpc-7043	29	14	on	on	ADP
dpc-7043	29	15	but	but	CCONJ
dpc-7043	29	16	a	a	DET
dpc-7043	29	17	catalyst	catalyst	NOUN
dpc-7043	29	18	for	for	ADP
dpc-7043	29	19	rethinking	rethink	VERB
dpc-7043	29	20	how	how	SCONJ
dpc-7043	29	21	dermatological	dermatological	ADJ
dpc-7043	29	22	care	care	NOUN
dpc-7043	29	23	is	be	AUX
dpc-7043	29	24	organized	organize	VERB
dpc-7043	29	25	.	.	PUNCT
dpc-7043	30	1	the	the	DET
dpc-7043	30	2	next	next	ADJ
dpc-7043	30	3	generation	generation	NOUN
dpc-7043	30	4	of	of	ADP
dpc-7043	30	5	tools	tool	NOUN
dpc-7043	30	6	will	will	AUX
dpc-7043	30	7	be	be	AUX
dpc-7043	30	8	embedded	embed	VERB
dpc-7043	30	9	in	in	ADP
dpc-7043	30	10	clinical	clinical	ADJ
dpc-7043	30	11	pathways	pathway	NOUN
dpc-7043	30	12	,	,	PUNCT
dpc-7043	30	13	influencing	influence	VERB
dpc-7043	30	14	everything	everything	PRON
dpc-7043	30	15	from	from	ADP
dpc-7043	30	16	triage	triage	NOUN
dpc-7043	30	17	and	and	CCONJ
dpc-7043	30	18	differential	differential	ADJ
dpc-7043	30	19	diagnosis	diagnosis	NOUN
dpc-7043	30	20	to	to	PART
dpc-7043	30	21	follow	follow	VERB
dpc-7043	30	22	up	up	ADP
dpc-7043	30	23	and	and	CCONJ
dpc-7043	30	24	education	education	NOUN
dpc-7043	30	25	.	.	PUNCT
dpc-7043	31	1	such	such	ADJ
dpc-7043	31	2	integration	integration	NOUN
dpc-7043	31	3	will	will	AUX
dpc-7043	31	4	only	only	ADV
dpc-7043	31	5	succeed	succeed	VERB
dpc-7043	31	6	if	if	SCONJ
dpc-7043	31	7	ai	ai	NOUN
dpc-7043	31	8	is	be	AUX
dpc-7043	31	9	conceived	conceive	VERB
dpc-7043	31	10	and	and	CCONJ
dpc-7043	31	11	built	build	VERB
dpc-7043	31	12	through	through	ADP
dpc-7043	31	13	genuine	genuine	ADJ
dpc-7043	31	14	co	co	NOUN
dpc-7043	31	15	-	-	NOUN
dpc-7043	31	16	development	development	NOUN
dpc-7043	31	17	.	.	PUNCT
dpc-7043	32	1	clinicians	clinician	NOUN
dpc-7043	32	2	must	must	AUX
dpc-7043	32	3	articulate	articulate	VERB
dpc-7043	32	4	the	the	DET
dpc-7043	32	5	clinical	clinical	ADJ
dpc-7043	32	6	questions	question	NOUN
dpc-7043	32	7	that	that	PRON
dpc-7043	32	8	matter	matter	VERB
dpc-7043	32	9	most	most	ADJ
dpc-7043	32	10	and	and	CCONJ
dpc-7043	32	11	ensure	ensure	VERB
dpc-7043	32	12	that	that	SCONJ
dpc-7043	32	13	outputs	output	NOUN
dpc-7043	32	14	are	be	AUX
dpc-7043	32	15	interpretable	interpretable	ADJ
dpc-7043	32	16	and	and	CCONJ
dpc-7043	32	17	actionable	actionable	ADJ
dpc-7043	32	18	at	at	ADP
dpc-7043	32	19	the	the	DET
dpc-7043	32	20	bedside	bedside	NOUN
dpc-7043	32	21	.	.	PUNCT
dpc-7043	33	1	engineers	engineer	NOUN
dpc-7043	33	2	and	and	CCONJ
dpc-7043	33	3	data	datum	NOUN
dpc-7043	33	4	scientists	scientist	NOUN
dpc-7043	33	5	need	need	VERB
dpc-7043	33	6	to	to	PART
dpc-7043	33	7	translate	translate	VERB
dpc-7043	33	8	these	these	DET
dpc-7043	33	9	questions	question	NOUN
dpc-7043	33	10	into	into	ADP
dpc-7043	33	11	robust	robust	ADJ
dpc-7043	33	12	,	,	PUNCT
dpc-7043	33	13	reproducible	reproducible	ADJ
dpc-7043	33	14	models	model	NOUN
dpc-7043	33	15	while	while	SCONJ
dpc-7043	33	16	remaining	remain	VERB
dpc-7043	33	17	attentive	attentive	ADJ
dpc-7043	33	18	to	to	ADP
dpc-7043	33	19	the	the	DET
dpc-7043	33	20	nuances	nuance	NOUN
dpc-7043	33	21	of	of	ADP
dpc-7043	33	22	clinical	clinical	ADJ
dpc-7043	33	23	practice	practice	NOUN
dpc-7043	33	24	.	.	PUNCT
dpc-7043	34	1	patients	patient	NOUN
dpc-7043	34	2	should	should	AUX
dpc-7043	34	3	have	have	VERB
dpc-7043	34	4	a	a	DET
dpc-7043	34	5	voice	voice	NOUN
dpc-7043	34	6	in	in	ADP
dpc-7043	34	7	defining	define	VERB
dpc-7043	34	8	priorities	priority	NOUN
dpc-7043	34	9	and	and	CCONJ
dpc-7043	34	10	acceptable	acceptable	ADJ
dpc-7043	34	11	trade	trade	NOUN
dpc-7043	34	12	-	-	PUNCT
dpc-7043	34	13	offs	off	NOUN
dpc-7043	34	14	,	,	PUNCT
dpc-7043	34	15	ensuring	ensure	VERB
dpc-7043	34	16	that	that	SCONJ
dpc-7043	34	17	issues	issue	NOUN
dpc-7043	34	18	of	of	ADP
dpc-7043	34	19	consent	consent	NOUN
dpc-7043	34	20	,	,	PUNCT
dpc-7043	34	21	accessibility	accessibility	NOUN
dpc-7043	34	22	,	,	PUNCT
dpc-7043	34	23	and	and	CCONJ
dpc-7043	34	24	user	user	NOUN
dpc-7043	34	25	experience	experience	NOUN
dpc-7043	34	26	are	be	AUX
dpc-7043	34	27	addressed	address	VERB
dpc-7043	34	28	from	from	ADP
dpc-7043	34	29	the	the	DET
dpc-7043	34	30	outset	outset	NOUN
dpc-7043	34	31	.	.	PUNCT
dpc-7043	35	1	policy	policy	NOUN
dpc-7043	35	2	makers	maker	NOUN
dpc-7043	35	3	and	and	CCONJ
dpc-7043	35	4	regulators	regulator	NOUN
dpc-7043	35	5	must	must	AUX
dpc-7043	35	6	help	help	VERB
dpc-7043	35	7	craft	craft	VERB
dpc-7043	35	8	forward	forward	ADV
dpc-7043	35	9	looking	look	VERB
dpc-7043	35	10	frameworks	framework	NOUN
dpc-7043	35	11	for	for	ADP
dpc-7043	35	12	safety	safety	NOUN
dpc-7043	35	13	,	,	PUNCT
dpc-7043	35	14	reimbursement	reimbursement	NOUN
dpc-7043	35	15	,	,	PUNCT
dpc-7043	35	16	and	and	CCONJ
dpc-7043	35	17	accountability	accountability	NOUN
dpc-7043	35	18	.	.	PUNCT
dpc-7043	36	1	only	only	ADV
dpc-7043	36	2	through	through	ADP
dpc-7043	36	3	this	this	DET
dpc-7043	36	4	continuous	continuous	ADJ
dpc-7043	36	5	dialogue	dialogue	NOUN
dpc-7043	36	6	among	among	ADP
dpc-7043	36	7	all	all	DET
dpc-7043	36	8	stakeholders	stakeholder	NOUN
dpc-7043	36	9	can	can	AUX
dpc-7043	36	10	ai	ai	AUX
dpc-7043	36	11	become	become	VERB
dpc-7043	36	12	a	a	DET
dpc-7043	36	13	trustworthy	trustworthy	ADJ
dpc-7043	36	14	partner	partner	NOUN
dpc-7043	36	15	that	that	PRON
dpc-7043	36	16	augments	augment	VERB
dpc-7043	36	17	rather	rather	ADV
dpc-7043	36	18	than	than	ADP
dpc-7043	36	19	replaces	replace	VERB
dpc-7043	36	20	human	human	ADJ
dpc-7043	36	21	expertise	expertise	NOUN
dpc-7043	36	22	.	.	PUNCT
dpc-7043	37	1	this	this	DET
dpc-7043	37	2	special	special	ADJ
dpc-7043	37	3	issue	issue	NOUN
dpc-7043	37	4	and	and	CCONJ
dpc-7043	37	5	the	the	DET
dpc-7043	37	6	accompanying	accompany	VERB
dpc-7043	37	7	summit	summit	NOUN
dpc-7043	37	8	aim	aim	VERB
dpc-7043	37	9	to	to	PART
dpc-7043	37	10	nurture	nurture	VERB
dpc-7043	37	11	precisely	precisely	ADV
dpc-7043	37	12	such	such	ADJ
dpc-7043	37	13	dialogue	dialogue	NOUN
dpc-7043	37	14	.	.	PUNCT
dpc-7043	38	1	we	we	PRON
dpc-7043	38	2	welcome	welcome	VERB
dpc-7043	38	3	contributions	contribution	NOUN
dpc-7043	38	4	that	that	PRON
dpc-7043	38	5	range	range	VERB
dpc-7043	38	6	from	from	ADP
dpc-7043	38	7	cutting	cut	VERB
dpc-7043	38	8	edge	edge	NOUN
dpc-7043	38	9	model	model	NOUN
dpc-7043	38	10	developments	development	NOUN
dpc-7043	38	11	to	to	ADP
dpc-7043	38	12	careful	careful	ADJ
dpc-7043	38	13	clinical	clinical	ADJ
dpc-7043	38	14	evaluations	evaluation	NOUN
dpc-7043	38	15	,	,	PUNCT
dpc-7043	38	16	from	from	ADP
dpc-7043	38	17	theoretical	theoretical	ADJ
dpc-7043	38	18	reflections	reflection	NOUN
dpc-7043	38	19	on	on	ADP
dpc-7043	38	20	ethics	ethic	NOUN
dpc-7043	38	21	and	and	CCONJ
dpc-7043	38	22	regulation	regulation	NOUN
dpc-7043	38	23	to	to	PART
dpc-7043	38	24	case	case	VERB
dpc-7043	38	25	studies	study	NOUN
dpc-7043	38	26	of	of	ADP
dpc-7043	38	27	real	real	ADJ
dpc-7043	38	28	-	-	PUNCT
dpc-7043	38	29	world	world	NOUN
dpc-7043	38	30	deployment	deployment	NOUN
dpc-7043	38	31	.	.	PUNCT
dpc-7043	39	1	we	we	PRON
dpc-7043	39	2	are	be	AUX
dpc-7043	39	3	particularly	particularly	ADV
dpc-7043	39	4	interested	interested	ADJ
dpc-7043	39	5	in	in	ADP
dpc-7043	39	6	work	work	NOUN
dpc-7043	39	7	that	that	PRON
dpc-7043	39	8	crosses	cross	VERB
dpc-7043	39	9	disciplinary	disciplinary	ADJ
dpc-7043	39	10	boundaries	boundary	NOUN
dpc-7043	39	11	and	and	CCONJ
dpc-7043	39	12	in	in	ADP
dpc-7043	39	13	manuscripts	manuscript	NOUN
dpc-7043	39	14	that	that	SCONJ
dpc-7043	39	15	document	document	NOUN
dpc-7043	39	16	lessons	lesson	NOUN
dpc-7043	39	17	learned	learn	VERB
dpc-7043	39	18	from	from	ADP
dpc-7043	39	19	collaborative	collaborative	ADJ
dpc-7043	39	20	projects	project	NOUN
dpc-7043	39	21	in	in	ADP
dpc-7043	39	22	which	which	PRON
dpc-7043	39	23	clinicians	clinician	NOUN
dpc-7043	39	24	,	,	PUNCT
dpc-7043	39	25	engineers	engineer	NOUN
dpc-7043	39	26	,	,	PUNCT
dpc-7043	39	27	and	and	CCONJ
dpc-7043	39	28	patients	patient	NOUN
dpc-7043	39	29	have	have	AUX
dpc-7043	39	30	worked	work	VERB
dpc-7043	39	31	side	side	NOUN
dpc-7043	39	32	by	by	ADP
dpc-7043	39	33	side	side	NOUN
dpc-7043	39	34	.	.	PUNCT
dpc-7043	40	1	by	by	ADP
dpc-7043	40	2	bringing	bring	VERB
dpc-7043	40	3	together	together	ADV
dpc-7043	40	4	these	these	DET
dpc-7043	40	5	diverse	diverse	ADJ
dpc-7043	40	6	perspectives	perspective	NOUN
dpc-7043	40	7	,	,	PUNCT
dpc-7043	40	8	the	the	DET
dpc-7043	40	9	issue	issue	NOUN
dpc-7043	40	10	will	will	AUX
dpc-7043	40	11	not	not	PART
dpc-7043	40	12	only	only	ADV
dpc-7043	40	13	showcase	showcase	VERB
dpc-7043	40	14	scientific	scientific	ADJ
dpc-7043	40	15	advances	advance	NOUN
dpc-7043	40	16	but	but	CCONJ
dpc-7043	40	17	also	also	ADV
dpc-7043	40	18	chart	chart	VERB
dpc-7043	40	19	a	a	DET
dpc-7043	40	20	path	path	NOUN
dpc-7043	40	21	for	for	ADP
dpc-7043	40	22	responsible	responsible	ADJ
dpc-7043	40	23	and	and	CCONJ
dpc-7043	40	24	inclusive	inclusive	ADJ
dpc-7043	40	25	innovation	innovation	NOUN
dpc-7043	40	26	.	.	PUNCT
dpc-7043	41	1	the	the	DET
dpc-7043	41	2	invitation	invitation	NOUN
dpc-7043	41	3	to	to	ADP
dpc-7043	41	4	authors	author	NOUN
dpc-7043	41	5	is	be	AUX
dpc-7043	41	6	broad	broad	ADJ
dpc-7043	41	7	and	and	CCONJ
dpc-7043	41	8	inclusive	inclusive	ADJ
dpc-7043	41	9	.	.	PUNCT
dpc-7043	42	1	whether	whether	SCONJ
dpc-7043	42	2	your	your	PRON
dpc-7043	42	3	expertise	expertise	NOUN
dpc-7043	42	4	lies	lie	VERB
dpc-7043	42	5	in	in	ADP
dpc-7043	42	6	computer	computer	NOUN
dpc-7043	42	7	vision	vision	NOUN
dpc-7043	42	8	,	,	PUNCT
dpc-7043	42	9	clinical	clinical	ADJ
dpc-7043	42	10	dermatology	dermatology	NOUN
dpc-7043	42	11	,	,	PUNCT
dpc-7043	42	12	ethics	ethic	NOUN
dpc-7043	42	13	,	,	PUNCT
dpc-7043	42	14	data	datum	NOUN
dpc-7043	42	15	governance	governance	NOUN
dpc-7043	42	16	,	,	PUNCT
dpc-7043	42	17	patient	patient	ADJ
dpc-7043	42	18	empowerment	empowerment	NOUN
dpc-7043	42	19	,	,	PUNCT
dpc-7043	42	20	basic	basic	ADJ
dpc-7043	42	21	research	research	NOUN
dpc-7043	42	22	,	,	PUNCT
dpc-7043	42	23	public	public	ADJ
dpc-7043	42	24	health	health	NOUN
dpc-7043	42	25	or	or	CCONJ
dpc-7043	42	26	health	health	NOUN
dpc-7043	42	27	policy	policy	NOUN
dpc-7043	42	28	,	,	PUNCT
dpc-7043	42	29	we	we	PRON
dpc-7043	42	30	welcome	welcome	VERB
dpc-7043	42	31	your	your	PRON
dpc-7043	42	32	insights	insight	NOUN
dpc-7043	42	33	and	and	CCONJ
dpc-7043	42	34	especially	especially	ADV
dpc-7043	42	35	encourage	encourage	VERB
dpc-7043	42	36	contributions	contribution	NOUN
dpc-7043	42	37	that	that	PRON
dpc-7043	42	38	reflect	reflect	VERB
dpc-7043	42	39	international	international	ADJ
dpc-7043	42	40	perspectives	perspective	NOUN
dpc-7043	42	41	,	,	PUNCT
dpc-7043	42	42	recognizing	recognize	VERB
dpc-7043	42	43	that	that	SCONJ
dpc-7043	42	44	patterns	pattern	NOUN
dpc-7043	42	45	of	of	ADP
dpc-7043	42	46	skin	skin	NOUN
dpc-7043	42	47	disease	disease	NOUN
dpc-7043	42	48	and	and	CCONJ
dpc-7043	42	49	access	access	NOUN
dpc-7043	42	50	to	to	ADP
dpc-7043	42	51	dermatological	dermatological	ADJ
dpc-7043	42	52	care	care	NOUN
dpc-7043	42	53	vary	vary	VERB
dpc-7043	42	54	widely	widely	ADV
dpc-7043	42	55	across	across	ADP
dpc-7043	42	56	regions	region	NOUN
dpc-7043	42	57	and	and	CCONJ
dpc-7043	42	58	that	that	SCONJ
dpc-7043	42	59	ai	ai	VERB
dpc-7043	42	60	must	must	AUX
dpc-7043	42	61	serve	serve	VERB
dpc-7043	42	62	global	global	ADJ
dpc-7043	42	63	as	as	ADV
dpc-7043	42	64	well	well	ADV
dpc-7043	42	65	as	as	ADP
dpc-7043	42	66	local	local	ADJ
dpc-7043	42	67	needs	need	NOUN
dpc-7043	42	68	.	.	PUNCT
dpc-7043	43	1	by	by	ADP
dpc-7043	43	2	dedicating	dedicate	VERB
dpc-7043	43	3	a	a	DET
dpc-7043	43	4	special	special	ADJ
dpc-7043	43	5	issue	issue	NOUN
dpc-7043	43	6	to	to	ADP
dpc-7043	43	7	artificial	artificial	ADJ
dpc-7043	43	8	intelligence	intelligence	NOUN
dpc-7043	43	9	in	in	ADP
dpc-7043	43	10	dermatology	dermatology	NOUN
dpc-7043	43	11	,	,	PUNCT
dpc-7043	43	12	dermatology	dermatology	NOUN
dpc-7043	43	13	:	:	PUNCT
dpc-7043	43	14	practical	practical	ADJ
dpc-7043	43	15	and	and	CCONJ
dpc-7043	43	16	conceptual	conceptual	ADJ
dpc-7043	43	17	aims	aim	NOUN
dpc-7043	43	18	to	to	PART
dpc-7043	43	19	create	create	VERB
dpc-7043	43	20	more	more	ADJ
dpc-7043	43	21	than	than	ADP
dpc-7043	43	22	a	a	DET
dpc-7043	43	23	record	record	NOUN
dpc-7043	43	24	of	of	ADP
dpc-7043	43	25	the	the	DET
dpc-7043	43	26	current	current	ADJ
dpc-7043	43	27	state	state	NOUN
dpc-7043	43	28	of	of	ADP
dpc-7043	43	29	the	the	DET
dpc-7043	43	30	art	art	NOUN
dpc-7043	43	31	.	.	PUNCT
dpc-7043	44	1	we	we	PRON
dpc-7043	44	2	invite	invite	VERB
dpc-7043	44	3	you	you	PRON
dpc-7043	44	4	to	to	PART
dpc-7043	44	5	join	join	VERB
dpc-7043	44	6	this	this	DET
dpc-7043	44	7	endeavor	endeavor	NOUN
dpc-7043	44	8	and	and	CCONJ
dpc-7043	44	9	to	to	PART
dpc-7043	44	10	help	help	VERB
dpc-7043	44	11	define	define	VERB
dpc-7043	44	12	what	what	PRON
dpc-7043	44	13	responsible	responsible	ADJ
dpc-7043	44	14	,	,	PUNCT
dpc-7043	44	15	clinically	clinically	ADV
dpc-7043	44	16	meaningful	meaningful	ADJ
dpc-7043	44	17	,	,	PUNCT
dpc-7043	44	18	and	and	CCONJ
dpc-7043	44	19	patient	patient	NOUN
dpc-7043	44	20	centered	center	VERB
dpc-7043	44	21	ai	ai	NOUN
dpc-7043	44	22	in	in	ADP
dpc-7043	44	23	dermatology	dermatology	NOUN
dpc-7043	44	24	should	should	AUX
dpc-7043	44	25	look	look	VERB
dpc-7043	44	26	like	like	ADP
dpc-7043	44	27	.	.	PUNCT
dpc-7043	45	1	the	the	DET
dpc-7043	45	2	submission	submission	NOUN
dpc-7043	45	3	deadline	deadline	NOUN
dpc-7043	45	4	is	be	AUX
dpc-7043	45	5	15	15	NUM
dpc-7043	45	6	may	may	PROPN
dpc-7043	45	7	2026	2026	NUM
dpc-7043	45	8	.	.	PUNCT
dpc-7043	46	1	manuscripts	manuscript	NOUN
dpc-7043	46	2	should	should	AUX
dpc-7043	46	3	be	be	AUX
dpc-7043	46	4	submitted	submit	VERB
dpc-7043	46	5	through	through	ADP
dpc-7043	46	6	the	the	DET
dpc-7043	46	7	dpc	dpc	PROPN
dpc-7043	46	8	online	online	PROPN
dpc-7043	46	9	submission	submission	NOUN
dpc-7043	46	10	system	system	NOUN
dpc-7043	46	11	under	under	ADP
dpc-7043	46	12	the	the	DET
dpc-7043	46	13	article	article	NOUN
dpc-7043	46	14	category	category	NOUN
dpc-7043	46	15	“	"	PUNCT
dpc-7043	46	16	special	special	ADJ
dpc-7043	46	17	issue	issue	NOUN
dpc-7043	46	18	:	:	PUNCT
dpc-7043	46	19	ai	ai	VERB
dpc-7043	46	20	in	in	ADP
dpc-7043	46	21	dermatology	dermatology	NOUN
dpc-7043	46	22	.	.	PUNCT
dpc-7043	46	23	”	"	PUNCT
dpc-7043	47	1	submission	submission	NOUN
dpc-7043	47	2	fees	fee	NOUN
dpc-7043	47	3	will	will	AUX
dpc-7043	47	4	be	be	AUX
dpc-7043	47	5	waived	waive	VERB
dpc-7043	47	6	for	for	ADP
dpc-7043	47	7	this	this	DET
dpc-7043	47	8	special	special	ADJ
dpc-7043	47	9	issue	issue	NOUN
dpc-7043	47	10	,	,	PUNCT
dpc-7043	47	11	and	and	CCONJ
dpc-7043	47	12	,	,	PUNCT
dpc-7043	47	13	as	as	SCONJ
dpc-7043	47	14	is	be	AUX
dpc-7043	47	15	customary	customary	ADJ
dpc-7043	47	16	for	for	ADP
dpc-7043	47	17	dpc	dpc	PROPN
dpc-7043	47	18	,	,	PUNCT
dpc-7043	47	19	no	no	DET
dpc-7043	47	20	publication	publication	NOUN
dpc-7043	47	21	fees	fee	NOUN
dpc-7043	47	22	will	will	AUX
dpc-7043	47	23	be	be	AUX
dpc-7043	47	24	charged	charge	VERB
dpc-7043	47	25	.	.	PUNCT
dpc-7043	48	1	all	all	DET
dpc-7043	48	2	submissions	submission	NOUN
dpc-7043	48	3	will	will	AUX
dpc-7043	48	4	undergo	undergo	VERB
dpc-7043	48	5	rigorous	rigorous	ADJ
dpc-7043	48	6	double	double	ADJ
dpc-7043	48	7	blind	blind	ADJ
dpc-7043	48	8	peer	peer	NOUN
dpc-7043	48	9	review	review	NOUN
dpc-7043	48	10	and	and	CCONJ
dpc-7043	48	11	accepted	accept	VERB
dpc-7043	48	12	original	original	ADJ
dpc-7043	48	13	articles	article	NOUN
dpc-7043	48	14	will	will	AUX
dpc-7043	48	15	be	be	AUX
dpc-7043	48	16	showcased	showcase	VERB
dpc-7043	48	17	at	at	ADP
dpc-7043	48	18	the	the	DET
dpc-7043	48	19	accompanying	accompanying	ADJ
dpc-7043	48	20	summit	summit	NOUN
dpc-7043	48	21	,	,	PUNCT
dpc-7043	48	22	where	where	SCONJ
dpc-7043	48	23	they	they	PRON
dpc-7043	48	24	will	will	AUX
dpc-7043	48	25	reach	reach	VERB
dpc-7043	48	26	an	an	DET
dpc-7043	48	27	international	international	ADJ
dpc-7043	48	28	audience	audience	NOUN
dpc-7043	48	29	of	of	ADP
dpc-7043	48	30	leading	lead	VERB
dpc-7043	48	31	ai	ai	NOUN
dpc-7043	48	32	specialists	specialist	NOUN
dpc-7043	48	33	,	,	PUNCT
dpc-7043	48	34	industry	industry	NOUN
dpc-7043	48	35	innovation	innovation	NOUN
dpc-7043	48	36	leaders	leader	NOUN
dpc-7043	48	37	,	,	PUNCT
dpc-7043	48	38	and	and	CCONJ
dpc-7043	48	39	distinguished	distinguished	ADJ
dpc-7043	48	40	clinicians	clinician	NOUN
dpc-7043	48	41	.	.	PUNCT
dpc-7043	49	1	our	our	PRON
dpc-7043	49	2	goal	goal	NOUN
dpc-7043	49	3	is	be	AUX
dpc-7043	49	4	to	to	PART
dpc-7043	49	5	provide	provide	VERB
dpc-7043	49	6	a	a	DET
dpc-7043	49	7	lasting	last	VERB
dpc-7043	49	8	reference	reference	NOUN
dpc-7043	49	9	and	and	CCONJ
dpc-7043	49	10	source	source	NOUN
dpc-7043	49	11	of	of	ADP
dpc-7043	49	12	guidance	guidance	NOUN
dpc-7043	49	13	at	at	ADP
dpc-7043	49	14	a	a	DET
dpc-7043	49	15	time	time	NOUN
dpc-7043	49	16	when	when	SCONJ
dpc-7043	49	17	ai	ai	VERB
dpc-7043	49	18	is	be	AUX
dpc-7043	49	19	prepared	prepared	ADJ
dpc-7043	49	20	to	to	PART
dpc-7043	49	21	influence	influence	VERB
dpc-7043	49	22	every	every	DET
dpc-7043	49	23	aspect	aspect	NOUN
dpc-7043	49	24	of	of	ADP
dpc-7043	49	25	skin	skin	NOUN
dpc-7043	49	26	health	health	NOUN
dpc-7043	49	27	.	.	PUNCT
dpc-7043	50	1	we	we	PRON
dpc-7043	50	2	hope	hope	VERB
dpc-7043	50	3	that	that	SCONJ
dpc-7043	50	4	the	the	DET
dpc-7043	50	5	articles	article	NOUN
dpc-7043	50	6	collected	collect	VERB
dpc-7043	50	7	here	here	ADV
dpc-7043	50	8	will	will	AUX
dpc-7043	50	9	inspire	inspire	VERB
dpc-7043	50	10	new	new	ADJ
dpc-7043	50	11	collaborations	collaboration	NOUN
dpc-7043	50	12	,	,	PUNCT
dpc-7043	50	13	inform	inform	VERB
dpc-7043	50	14	research	research	NOUN
dpc-7043	50	15	,	,	PUNCT
dpc-7043	50	16	clinical	clinical	ADJ
dpc-7043	50	17	and	and	CCONJ
dpc-7043	50	18	policy	policy	NOUN
dpc-7043	50	19	decisions	decision	NOUN
dpc-7043	50	20	,	,	PUNCT
dpc-7043	50	21	and	and	CCONJ
dpc-7043	50	22	help	help	VERB
dpc-7043	50	23	ensure	ensure	VERB
dpc-7043	50	24	that	that	SCONJ
dpc-7043	50	25	the	the	DET
dpc-7043	50	26	benefits	benefit	NOUN
dpc-7043	50	27	of	of	ADP
dpc-7043	50	28	ai	ai	NOUN
dpc-7043	50	29	are	be	AUX
dpc-7043	50	30	shared	share	VERB
dpc-7043	50	31	equitably	equitably	ADV
dpc-7043	50	32	.	.	PUNCT
dpc-7043	51	1	references	reference	NOUN
dpc-7043	51	2	1	1	NUM
dpc-7043	51	3	.	.	PUNCT
dpc-7043	51	4	haggenmüller	haggenmüller	PROPN
dpc-7043	51	5	s	s	PROPN
dpc-7043	51	6	,	,	PUNCT
dpc-7043	51	7	maron	maron	PROPN
dpc-7043	51	8	rc	rc	PROPN
dpc-7043	51	9	,	,	PUNCT
dpc-7043	51	10	hekler	hekler	NOUN
dpc-7043	51	11	a	a	NOUN
dpc-7043	51	12	,	,	PUNCT
dpc-7043	51	13	et	et	PROPN
dpc-7043	51	14	al	al	PROPN
dpc-7043	51	15	.	.	PROPN
dpc-7043	52	1	skin	skin	NOUN
dpc-7043	52	2	cancer	cancer	NOUN
dpc-7043	52	3	classification	classification	NOUN
dpc-7043	52	4	via	via	ADP
dpc-7043	52	5	convolutional	convolutional	ADJ
dpc-7043	52	6	neural	neural	ADJ
dpc-7043	52	7	networks	network	NOUN
dpc-7043	52	8	:	:	PUNCT
dpc-7043	52	9	systematic	systematic	ADJ
dpc-7043	52	10	review	review	NOUN
dpc-7043	52	11	of	of	ADP
dpc-7043	52	12	studies	study	NOUN
dpc-7043	52	13	involving	involve	VERB
dpc-7043	52	14	human	human	ADJ
dpc-7043	52	15	experts	expert	NOUN
dpc-7043	52	16	.	.	PUNCT
dpc-7043	53	1	eur	eur	PROPN
dpc-7043	53	2	j	j	PROPN
dpc-7043	53	3	cancer	cancer	NOUN
dpc-7043	53	4	.	.	PUNCT
dpc-7043	54	1	2021;156:202	2021;156:202	X
dpc-7043	54	2	-	-	PUNCT
dpc-7043	54	3	216	216	NUM
dpc-7043	54	4	.	.	PUNCT
dpc-7043	55	1	doi:10.1016	doi:10.1016	PROPN
dpc-7043	55	2	/	/	SYM
dpc-7043	55	3	j.ejca.2021.06.049	j.ejca.2021.06.049	PROPN
dpc-7043	55	4	.	.	PROPN
dpc-7043	56	1	2	2	NUM
dpc-7043	56	2	.	.	PUNCT
dpc-7043	57	1	liu	liu	PROPN
dpc-7043	57	2	x	x	PROPN
dpc-7043	57	3	,	,	PUNCT
dpc-7043	57	4	faes	faes	PROPN
dpc-7043	57	5	l	l	NOUN
dpc-7043	57	6	,	,	PUNCT
dpc-7043	57	7	kale	kale	PROPN
dpc-7043	57	8	au	au	PROPN
dpc-7043	57	9	,	,	PUNCT
dpc-7043	57	10	et	et	PROPN
dpc-7043	57	11	al	al	PROPN
dpc-7043	57	12	.	.	PUNCT
dpc-7043	58	1	a	a	DET
dpc-7043	58	2	comparison	comparison	NOUN
dpc-7043	58	3	of	of	ADP
dpc-7043	58	4	deep	deep	ADJ
dpc-7043	58	5	learning	learning	NOUN
dpc-7043	58	6	performance	performance	NOUN
dpc-7043	58	7	against	against	ADP
dpc-7043	58	8	health	health	NOUN
dpc-7043	58	9	-	-	PUNCT
dpc-7043	58	10	care	care	NOUN
dpc-7043	58	11	professionals	professional	NOUN
dpc-7043	58	12	in	in	ADP
dpc-7043	58	13	detecting	detect	VERB
dpc-7043	58	14	diseases	disease	NOUN
dpc-7043	58	15	from	from	ADP
dpc-7043	58	16	medical	medical	ADJ
dpc-7043	58	17	imaging	imaging	NOUN
dpc-7043	58	18	:	:	PUNCT
dpc-7043	58	19	a	a	DET
dpc-7043	58	20	systematic	systematic	ADJ
dpc-7043	58	21	review	review	NOUN
dpc-7043	58	22	and	and	CCONJ
dpc-7043	58	23	meta	meta	ADJ
dpc-7043	58	24	-	-	PUNCT
dpc-7043	58	25	analysis	analysis	NOUN
dpc-7043	58	26	.	.	PUNCT
dpc-7043	59	1	lancet	lancet	NOUN
dpc-7043	59	2	digit	digit	NOUN
dpc-7043	59	3	health	health	NOUN
dpc-7043	59	4	.	.	PUNCT
dpc-7043	60	1	2019;1(6):e271	2019;1(6):e271	PROPN
dpc-7043	60	2	-	-	PUNCT
dpc-7043	60	3	e297	e297	PROPN
dpc-7043	60	4	.	.	PUNCT
dpc-7043	60	5	doi:10.1016	doi:10.1016	PROPN
dpc-7043	60	6	/	/	SYM
dpc-7043	60	7	s2589	s2589	PROPN
dpc-7043	60	8	-	-	PUNCT
dpc-7043	60	9	7500(19)30123	7500(19)30123	NUM
dpc-7043	60	10	-	-	SYM
dpc-7043	60	11	2	2	NUM
dpc-7043	60	12	.	.	NOUN
dpc-7043	60	13	3	3	NUM
dpc-7043	60	14	.	.	X
dpc-7043	60	15	esteva	esteva	PROPN
dpc-7043	60	16	a	a	PRON
dpc-7043	60	17	,	,	PUNCT
dpc-7043	60	18	kuprel	kuprel	NOUN
dpc-7043	60	19	b	b	NOUN
dpc-7043	60	20	,	,	PUNCT
dpc-7043	60	21	novoa	novoa	ADJ
dpc-7043	60	22	ra	ra	PROPN
dpc-7043	60	23	,	,	PUNCT
dpc-7043	60	24	et	et	PROPN
dpc-7043	60	25	al	al	PROPN
dpc-7043	60	26	.	.	PROPN
dpc-7043	60	27	dermatologist	dermatologist	NOUN
dpc-7043	60	28	-	-	PUNCT
dpc-7043	60	29	level	level	NOUN
dpc-7043	60	30	classification	classification	NOUN
dpc-7043	60	31	of	of	ADP
dpc-7043	60	32	skin	skin	NOUN
dpc-7043	60	33	cancer	cancer	NOUN
dpc-7043	60	34	with	with	ADP
dpc-7043	60	35	deep	deep	ADJ
dpc-7043	60	36	neural	neural	ADJ
dpc-7043	60	37	networks	network	NOUN
dpc-7043	60	38	.	.	PUNCT
dpc-7043	61	1	nature	nature	NOUN
dpc-7043	61	2	.	.	PUNCT
dpc-7043	62	1	2017;542(7639):115	2017;542(7639):115	NUM
dpc-7043	62	2	-	-	SYM
dpc-7043	62	3	118	118	NUM
dpc-7043	62	4	.	.	PUNCT
dpc-7043	63	1	doi:10.1038	doi:10.1038	NOUN
dpc-7043	63	2	/	/	SYM
dpc-7043	63	3	nature21056	nature21056	PROPN
dpc-7043	63	4	.	.	PUNCT
dpc-7043	64	1	4	4	NUM
dpc-7043	64	2	.	.	X
dpc-7043	64	3	yan	yan	PROPN
dpc-7043	65	1	s	s	PROPN
dpc-7043	65	2	,	,	PUNCT
dpc-7043	65	3	yu	yu	PROPN
dpc-7043	66	1	z	z	PROPN
dpc-7043	66	2	,	,	PUNCT
dpc-7043	66	3	primiero	primiero	PROPN
dpc-7043	66	4	c	c	PROPN
dpc-7043	66	5	,	,	PUNCT
dpc-7043	66	6	et	et	PROPN
dpc-7043	66	7	al	al	PROPN
dpc-7043	66	8	.	.	PUNCT
dpc-7043	67	1	a	a	DET
dpc-7043	67	2	multimodal	multimodal	ADJ
dpc-7043	67	3	vision	vision	NOUN
dpc-7043	67	4	foundation	foundation	NOUN
dpc-7043	67	5	model	model	NOUN
dpc-7043	67	6	for	for	ADP
dpc-7043	67	7	clinical	clinical	ADJ
dpc-7043	67	8	dermatology	dermatology	NOUN
dpc-7043	67	9	.	.	PUNCT
dpc-7043	68	1	nat	nat	PROPN
dpc-7043	68	2	med	me	VERB
dpc-7043	68	3	.	.	PUNCT
dpc-7043	69	1	2025;31(8	2025;31(8	NUM
dpc-7043	69	2	):	):	PUNCT
dpc-7043	69	3	2691	2691	NUM
dpc-7043	69	4	-	-	SYM
dpc-7043	69	5	2702	2702	NUM
dpc-7043	69	6	.	.	PUNCT
dpc-7043	70	1	doi:10.1038	doi:10.1038	NOUN
dpc-7043	70	2	/	/	SYM
dpc-7043	70	3	s41591	s41591	NOUN
dpc-7043	70	4	-	-	PUNCT
dpc-7043	70	5	025	025	NUM
dpc-7043	70	6	-	-	PUNCT
dpc-7043	70	7	03747	03747	NUM
dpc-7043	70	8	-	-	PUNCT
dpc-7043	70	9	y.	y.	NOUN
dpc-7043	70	10	5	5	NUM
dpc-7043	70	11	.	.	PUNCT
dpc-7043	71	1	kittler	kittler	PROPN
dpc-7043	71	2	h	h	PROPN
dpc-7043	71	3	,	,	PUNCT
dpc-7043	71	4	halpern	halpern	PROPN
dpc-7043	71	5	a.	a.	NOUN
dpc-7043	71	6	how	how	SCONJ
dpc-7043	71	7	foundation	foundation	NOUN
dpc-7043	71	8	models	model	NOUN
dpc-7043	71	9	are	be	AUX
dpc-7043	71	10	shaking	shake	VERB
dpc-7043	71	11	the	the	DET
dpc-7043	71	12	foundation	foundation	NOUN
dpc-7043	71	13	of	of	ADP
dpc-7043	71	14	medical	medical	ADJ
dpc-7043	71	15	knowledge	knowledge	NOUN
dpc-7043	71	16	.	.	PUNCT
dpc-7043	72	1	j	j	PROPN
dpc-7043	72	2	invest	invest	VERB
dpc-7043	72	3	dermatol	dermatol	NOUN
dpc-7043	72	4	.	.	PUNCT
dpc-7043	73	1	2024;144(2):201	2024;144(2):201	NUM
dpc-7043	73	2	-	-	SYM
dpc-7043	73	3	203	203	NUM
dpc-7043	73	4	.	.	PUNCT
dpc-7043	74	1	doi:10.1016	doi:10.1016	PROPN
dpc-7043	74	2	/	/	SYM
dpc-7043	74	3	j.jid.2023.08.032	j.jid.2023.08.032	PROPN
dpc-7043	74	4	.	.	NOUN
dpc-7043	75	1	6	6	NUM
dpc-7043	75	2	.	.	X
dpc-7043	75	3	brancaccio	brancaccio	PROPN
dpc-7043	75	4	g	g	PROPN
dpc-7043	75	5	,	,	PUNCT
dpc-7043	75	6	balato	balato	NOUN
dpc-7043	75	7	a	a	PRON
dpc-7043	75	8	,	,	PUNCT
dpc-7043	75	9	malvehy	malvehy	PROPN
dpc-7043	75	10	j	j	PROPN
dpc-7043	75	11	,	,	PUNCT
dpc-7043	75	12	puig	puig	PROPN
dpc-7043	75	13	s	s	PROPN
dpc-7043	75	14	,	,	PUNCT
dpc-7043	75	15	argenziano	argenziano	ADJ
dpc-7043	75	16	g	g	NOUN
dpc-7043	75	17	,	,	PUNCT
dpc-7043	75	18	kittler	kittler	NOUN
dpc-7043	75	19	h.	h.	PROPN
dpc-7043	75	20	artificial	artificial	PROPN
dpc-7043	75	21	intelligence	intelligence	NOUN
dpc-7043	75	22	in	in	ADP
dpc-7043	75	23	skin	skin	NOUN
dpc-7043	75	24	cancer	cancer	NOUN
dpc-7043	75	25	diagnosis	diagnosis	NOUN
dpc-7043	75	26	:	:	PUNCT
dpc-7043	75	27	a	a	DET
dpc-7043	75	28	reality	reality	NOUN
dpc-7043	75	29	check	check	NOUN
dpc-7043	75	30	.	.	PUNCT
dpc-7043	76	1	j	j	PROPN
dpc-7043	76	2	invest	invest	VERB
dpc-7043	76	3	dermatol	dermatol	NOUN
dpc-7043	76	4	.	.	PUNCT
dpc-7043	77	1	2024;144(3):492	2024;144(3):492	NUM
dpc-7043	77	2	-	-	SYM
dpc-7043	77	3	499	499	NUM
dpc-7043	77	4	.	.	PUNCT
dpc-7043	78	1	doi:10.1016	doi:10.1016	PROPN
dpc-7043	78	2	/	/	SYM
dpc-7043	78	3	j	j	PROPN
dpc-7043	78	4	.jid.2023.10.004	.jid.2023.10.004	PUNCT
dpc-7043	78	5	.	.	PUNCT
dpc-7043	79	1	7	7	X
dpc-7043	79	2	.	.	X
dpc-7043	79	3	groh	groh	PROPN
dpc-7043	79	4	m	m	PROPN
dpc-7043	79	5	,	,	PUNCT
dpc-7043	79	6	badri	badri	PROPN
dpc-7043	79	7	o	o	PROPN
dpc-7043	79	8	,	,	PUNCT
dpc-7043	79	9	daneshjou	daneshjou	ADV
dpc-7043	79	10	r	r	NOUN
dpc-7043	79	11	,	,	PUNCT
dpc-7043	79	12	et	et	PROPN
dpc-7043	79	13	al	al	PROPN
dpc-7043	79	14	.	.	PUNCT
dpc-7043	80	1	deep	deep	ADJ
dpc-7043	80	2	learning	learning	NOUN
dpc-7043	80	3	-	-	PUNCT
dpc-7043	80	4	aided	aid	VERB
dpc-7043	80	5	decision	decision	NOUN
dpc-7043	80	6	support	support	NOUN
dpc-7043	80	7	for	for	ADP
dpc-7043	80	8	diagnosis	diagnosis	NOUN
dpc-7043	80	9	of	of	ADP
dpc-7043	80	10	skin	skin	NOUN
dpc-7043	80	11	disease	disease	NOUN
dpc-7043	80	12	across	across	ADP
dpc-7043	80	13	skin	skin	NOUN
dpc-7043	80	14	tones	tone	NOUN
dpc-7043	80	15	.	.	PUNCT
dpc-7043	81	1	nat	nat	PROPN
dpc-7043	81	2	med	med	PROPN
dpc-7043	81	3	.	.	PUNCT
dpc-7043	82	1	2024;30(2):573	2024;30(2):573	NUM
dpc-7043	82	2	-	-	SYM
dpc-7043	82	3	583	583	NUM
dpc-7043	82	4	.	.	PUNCT
dpc-7043	83	1	doi:10.1038	doi:10.1038	NOUN
dpc-7043	83	2	/	/	SYM
dpc-7043	83	3	s41591	s41591	NOUN
dpc-7043	83	4	-	-	PUNCT
dpc-7043	83	5	023	023	NUM
dpc-7043	83	6	-	-	PUNCT
dpc-7043	83	7	02728	02728	NUM
dpc-7043	83	8	-	-	PUNCT
dpc-7043	83	9	3	3	NUM
dpc-7043	83	10	.	.	PUNCT